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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e35926ee40654b54b59b95165056414136b4a29d --- /dev/null +++ b/README.md @@ -0,0 +1,227 @@ +--- +license: apache-2.0 +language: +- en +- zh +library_name: transformers +pipeline_tag: text-generation +tags: +- ksa +- ksa-v2 +- custom_code +- long-context +--- + + + +
+

KSA V2 1.9B

+

Summary tokens as long-range memory and sparse indexes

+

+ KSA V2 Paper + KSA Paper + GitHub + License +

+

English | 中文

+
+ +## 📖 Introduction + +**Kwai Summary Attention (KSA)** is our attention architecture for efficient +long-context modeling. Learnable Summary tokens at fixed chunk boundaries +preserve a compressed representation of distant history. + +**KSA V2** gives these Summaries two complementary roles: + +- **Compressed KSA (C-KSA)** aggregates Summary KV into compact Meta KV for + more efficient long-range memory. +- **Sparse KSA (S-KSA)** uses Summaries to build block-level routing keys. + A lightweight Indexer selects relevant blocks, whose original KV is read + directly by the main attention. + +We retain Hybrid KSA's 3:1 layer layout, replacing KSA layers with C-KSA and +Full layers with S-KSA. + +

From Hybrid KSA to KSA V2: the same Summary layout, with C-KSA compression and S-KSA block routing.

+

From Hybrid KSA to KSA V2: shared Summaries, layer-local KV compression and sparse original-token access.

+ +This base model builds on our **1.9B Hybrid KSA backbone trained from scratch**. It is not an instruction-tuned model. + +## 🔥 News + +- **2026-10-13** — [KSA V2 technical report](https://arxiv.org/abs/2610.18654) released. +- **2026-05-08** — [KSA-4B-base](https://huggingface.co/OpenOneRec/KSA-4B-base) weights released. +- **2026-04-28** — [KSA technical report](https://arxiv.org/abs/2604.24432) and training code released. + +## ✨ Method + +**C-KSA: Summary → Meta KV.** Learnable dimension-wise pooling compresses groups +of Summary KV within each attention layer. Summary tokens continue through +the backbone at their original chunk granularity; stronger KV compression does +not require a new large-chunk backbone. Each query attends to remote Meta, +boundary Summary and local text KV. Meta entries remain local to the layer +that constructs them; they are not propagated as new tokens. + +

C-KSA compresses complete remote Summary groups into Meta KV while retaining boundary Summaries and local text KV.

+

C-KSA hierarchical compression, illustrated with chunk size 4 and two Summaries per Meta entry.

+ +**S-KSA: Summary → block index.** A Summary query aggregates each text block +into a representation for low-dimensional routing. Main attention reads the +selected blocks' original KV together with sinks and local context. A +blockwise-max dense-attention teacher supervises the Indexer. + +

S-KSA uses Summary-guided block aggregation and an Indexer to select remote text blocks, then attends to their original KV together with sinks and local context.

+

S-KSA block routing, illustrated with chunk size 4 and block size 2. Released model configurations are listed below.

+ +**Three adaptation stages.** Compression-module warmup → full-parameter C-KSA +CPT → S-KSA aggregation and Indexer warmup. The final stage freezes inherited +parameters; its checkpoint is exported directly for sparse inference. + +## 🤖 Model configuration + +This directory contains **KSA-v2-1.9B**. + +| Configuration | KSA-v2-1.9B | KSA-v2-4B | +| :--- | :--- | :--- | +| Number of layers | 24 | 36 | +| Hidden size | 2048 | 2560 | +| Intermediate size | 6144 | 9728 | +| Attention heads (Q / KV) | 16 / 16 (MHA) | 32 / 8 (GQA) | +| Head dimension | 128 | 128 | +| Hybrid ratio (C-KSA : S-KSA) | 3 : 1 | 3 : 1 | +| Maximum context (text tokens) | 131072 | 131072 | +| Summary chunk size | 8 | 8 | +| C-KSA sliding chunk number | 128 | 128 | +| C-KSA group size | 128 | 32 | +| S-KSA block size | 4 | 4 | +| S-KSA remote token budget | 4096 | 4096 | +| Sink tokens | 8 | 8 | +| S-KSA local window (text tokens) | 1024 | 1024 | +| Indexer heads × head dimension | 8 × 128 | 8 × 128 | +| Indexer query rank | 512 | 512 | +| Indexer RoPE dimension | 64 | 64 | +| Indexer Q/K RMSNorm | False | True | +| Teacher pooling | max | max | +| Tied embeddings | False | True | + +The remote budget includes eight sink tokens; the local window is additional. + +Weights are stored in FP32 and loaded in BF16. + +## 📈 Results + +

The technical report's first-page 1.9B results: long-context retrieval and general capabilities, and theoretical per-token inference FLOPs and KV cache size.

+

1.9B results: long-context and general capabilities (left), theoretical per-token inference FLOPs and KV cache size (right).

+ +We evaluate KSA V2 on two Hybrid KSA backbones: a 1.9B model trained from +scratch and a 4B model continually pretrained from Qwen3-4B. Both undergo +three-stage adaptation; original baseline results are reused from KSA V1. + +### 1.9B: Long-context retrieval + +C-KSA uses group128 and S-KSA uses block4. Hybrid KSA is the parent model before adaptation. + +| Model | 4K | 8K | 16K | 32K | 64K | 128K | Mean | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| Full | 76.08 | 72.85 | 73.24 | 69.06 | 65.32 | 48.75 | 67.55 | +| Hybrid SWA | 74.54 | 71.69 | 69.54 | 67.86 | 63.03 | 56.64 | 67.22 | +| Hybrid SCA | 77.72 | 75.22 | 72.55 | 67.74 | 63.54 | 58.01 | 69.13 | +| Hybrid GDN | 79.83 | 76.01 | 74.04 | 70.41 | 69.39 | 59.87 | 71.59 | +| Pure KSA | 70.44 | 65.91 | 66.74 | 62.54 | 57.13 | 39.29 | 60.34 | +| Hybrid KSA | 80.65 | 73.35 | 74.07 | 72.30 | 69.95 | 65.35 | 72.61 | +| C-KSA + Full | 81.52 | 72.24 | 74.44 | 71.93 | 69.61 | 66.31 | 72.68 | +| **C-KSA + S-KSA** | 81.48 | 72.42 | 75.67 | 70.78 | 68.99 | 65.01 | 72.39 | + +### 4B: Scaling to a GQA backbone + +C-KSA uses group32 and S-KSA uses block4, preserving the backbone's GQA structure. + +| Model | 4K | 8K | 16K | 32K | 64K | 128K | Mean | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| Full | 92.88 | 91.38 | 89.12 | 84.74 | 78.16 | 65.86 | 83.69 | +| Hybrid SWA | 91.30 | 88.03 | 82.87 | 78.94 | 73.88 | 66.27 | 80.22 | +| Hybrid SCA | 86.02 | 84.28 | 80.67 | 76.89 | 68.88 | 60.94 | 76.28 | +| Hybrid Linear | 86.39 | 83.86 | 78.06 | 76.48 | 73.50 | 67.98 | 77.71 | +| Pure KSA | 91.55 | 86.78 | 84.78 | 80.30 | 76.09 | 66.81 | 81.05 | +| Hybrid KSA | 92.97 | 90.53 | 88.86 | 86.65 | 76.04 | 71.67 | 84.45 | +| Hybrid KSA + CPT | 92.22 | 89.85 | 87.20 | 83.09 | 74.74 | 72.03 | 83.19 | +| C-KSA + Full | 92.77 | 88.12 | 86.27 | 82.68 | 78.58 | 73.92 | 83.72 | +| **C-KSA + S-KSA** | 93.38 | 87.78 | 85.45 | 83.60 | 80.28 | 74.41 | 84.15 | + +Hybrid KSA + CPT is a continuation control with no architectural changes. + +See the technical report for further ablations and inference efficiency. + +## Quick start + +Linux, Python 3.12 and H100/H800. Download the **entire model directory**, +including `kernel/`, and run from it: + +```bash +python -m pip install torch==2.6.0 --index-url https://download.pytorch.org/whl/cu126 +python -m pip install -r requirements.txt + +CUDA_VISIBLE_DEVICES=0 python generate.py \ + --prompt "The main advantage of long-context language models is" \ + --max-new-tokens 128 +``` + +Omit `--prompt` for interactive completion. The optional `--apply-chat-template` +only applies the tokenizer template; it does not add instruction tuning. + +Transformers 5.0.0 and the bundled `ksa_attn` / FlashAttention CuTe sources are +used. No training checkout, kernel build or FlashAttention 2 CUDA extension +is required. + +### Transformers usage + +Set the bundled kernel paths before importing Transformers: + +```bash +export PYTHONPATH="$PWD/kernel:$PWD/kernel/deps${PYTHONPATH:+:$PYTHONPATH}" +``` + +```python +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer + +tokenizer = AutoTokenizer.from_pretrained(".", local_files_only=True) +model = AutoModelForCausalLM.from_pretrained( + ".", + trust_remote_code=True, + local_files_only=True, + dtype=torch.bfloat16, + device_map={"": "cuda:0"}, + attn_implementation="sdpa", +).eval() + +inputs = tokenizer("The main advantage of long-context models is", return_tensors="pt") +inputs = inputs.to(model.device) +with torch.inference_mode(): + output = model.generate( + **inputs, + max_new_tokens=128, + do_sample=False, + pad_token_id=tokenizer.eos_token_id, + ) +print(tokenizer.decode(output[0, inputs.input_ids.shape[1]:], skip_special_tokens=True)) +``` + +## License and citation + +Weights and our runtime: [Apache-2.0](LICENSE). Qwen-derived files retain their +copyright notices. Bundled FlashAttention CuTe retains its +[BSD-3-Clause license](kernel/deps/flash_attn/LICENSE) and +[AUTHORS](kernel/deps/flash_attn/AUTHORS); its initializer exposes CuTe without +the separate FlashAttention 2 extension. + +```bibtex +@techreport{kwai2026ksav2, + title = {Kwai Summary Attention V2 Technical Report}, + author = {OneRec Team}, + year = {2026}, + institution = {Kuaishou Technology}, + url = {https://arxiv.org/abs/2610.18654} +} +``` diff --git a/README_zh.md b/README_zh.md new file mode 100644 index 0000000000000000000000000000000000000000..a6b4d9722a76a6f2f0053c60be153e8645fd58bd --- /dev/null +++ b/README_zh.md @@ -0,0 +1,212 @@ +--- +license: apache-2.0 +language: +- en +- zh +library_name: transformers +pipeline_tag: text-generation +tags: +- ksa +- ksa-v2 +- custom_code +- long-context +--- + + + +
+

KSA V2 1.9B

+

用 Summary 同时构建长程记忆与稀疏索引

+

+ KSA V2 Paper + KSA Paper + GitHub + License +

+

English | 中文

+
+ +## 📖 简介 + +**Kwai Summary Attention（KSA）** 是我们面向长上下文建模的高效注意力机制。 +KSA 在固定 chunk 边界插入可学习的 Summary Token，以压缩后的状态保留对远端历史的访问。 + +**KSA V2** 进一步让 Summary 承担两个角色： + +- **Compressed KSA（C-KSA）**：将多份 Summary KV 聚合为 Meta KV，进一步降低长程记忆的存储开销。 +- **Sparse KSA（S-KSA）**：以 Summary 聚合原文块的选路表示，用轻量 Indexer 选择相关块，直接读取这些块的原始 KV。 + +我们保留 Hybrid KSA 的 3:1 层间布局，将 KSA 层替换为 C-KSA、Full 层替换为 S-KSA， +分别优化长程记忆和原文读取。 + +

从 Hybrid KSA 到 KSA V2：保持 Summary 布局，引入 C-KSA 压缩与 S-KSA 原文块选路。

+

从 Hybrid KSA 到 KSA V2：复用 Summary，在注意力层内压缩 KV，并稀疏读取原文。

+ +本模型基于**从零训练的 1.9B Hybrid KSA 主干**进行适配，是未经过指令微调的基础模型。 + +## 🔥 新闻 + +- **2026-10-13** —— [KSA V2 技术报告](https://arxiv.org/abs/2610.18654)发布。 +- **2026-05-08** —— [KSA-4B-base](https://huggingface.co/OpenOneRec/KSA-4B-base) 权重发布。 +- **2026-04-28** —— [KSA 技术报告](https://arxiv.org/abs/2604.24432)与训练代码发布。 + +## ✨ 方法 + +**C-KSA：Summary → Meta KV。** 在注意力层内进行可学习的逐维聚合。 +每组 Summary 生成一份更紧凑的 Meta KV；Summary Token 本身仍按原 chunk 粒度传递， +不必为增加压缩率重新训练更大 chunk 的主干。查询同时访问远程 Meta、边界 Summary +和局部原文 KV；Meta 仅在当前层内使用，不作为新 token 传递。 + +

C-KSA：将完整的远程 Summary 分组压缩为 Meta KV，保留边界 Summary 与局部原文 KV。

+

C-KSA 两级压缩示意，图中 chunk 大小为 4，每 2 个 Summary 聚合为一个 Meta。

+ +**S-KSA：Summary → 块级索引。** 以 Summary 为 query 聚合原文块，再映射到低维索引空间。 +主注意力读取选中块的原始 KV，并保留 sink 与局部窗口。Indexer 用按块取 max 的 +dense attention teacher 监督训练。 + +

S-KSA：Summary 引导块内聚合，Indexer 选择远程原文块，主注意力读取其原始 KV 以及 sink 和局部窗口。

+

S-KSA 块级选路示意，图中 chunk 大小为 4、block 大小为 2；发布模型的实际配置见下表。

+ +**三个适配阶段。** 压缩模块 warmup → C-KSA 全参数 CPT → S-KSA 聚合模块与 Indexer warmup。 +最后一阶段冻结继承参数，完成后直接导出用于稀疏推理。 + +## 🤖 模型配置 + +当前目录为 **KSA-v2-1.9B**。 + +| 配置项 | KSA-v2-1.9B | KSA-v2-4B | +| :--- | :--- | :--- | +| 层数 | 24 | 36 | +| Hidden size | 2048 | 2560 | +| Intermediate size | 6144 | 9728 | +| Attention heads（Q / KV） | 16 / 16（MHA） | 32 / 8（GQA） | +| Head dimension | 128 | 128 | +| Hybrid 比例（C-KSA : S-KSA） | 3 : 1 | 3 : 1 | +| 最大上下文（原文 token） | 131072 | 131072 | +| Summary chunk size | 8 | 8 | +| C-KSA sliding chunk number | 128 | 128 | +| C-KSA group size | 128 | 32 | +| S-KSA block size | 4 | 4 | +| S-KSA 远程 token 预算 | 4096 | 4096 | +| Sink tokens | 8 | 8 | +| S-KSA 局部窗口（原文 token） | 1024 | 1024 | +| Indexer heads × head dimension | 8 × 128 | 8 × 128 | +| Indexer query rank | 512 | 512 | +| Indexer RoPE dimension | 64 | 64 | +| Indexer Q/K RMSNorm | False | True | +| Teacher 聚合 | max | max | +| Tied embeddings | False | True | + +远程预算包含 8 个 sink token，局部窗口另计。 + +权重以 FP32 保存，推理时以 BF16 加载。 + +## 📈 实验结果 + +

技术报告第一页的 1.9B 主结果图：长上下文检索与通用能力，以及单 token 推理 FLOPs 和 KV cache 大小的理论值。

+

1.9B 主结果：长上下文与通用能力（左），单 token 推理 FLOPs 与 KV cache 大小的理论值（右）。

+ +我们在两种 Hybrid KSA 主干上验证 KSA V2：从零训练的 1.9B，以及基于 Qwen3-4B +继续预训练的 4B。两者均经过三阶段适配，原始 baseline 结果沿用 KSA V1。 + +### 1.9B：长上下文检索 + +C-KSA 使用 group128，S-KSA 使用 block4；Hybrid KSA 是适配前的父模型。 + +| 模型 | 4K | 8K | 16K | 32K | 64K | 128K | Mean | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| Full | 76.08 | 72.85 | 73.24 | 69.06 | 65.32 | 48.75 | 67.55 | +| Hybrid SWA | 74.54 | 71.69 | 69.54 | 67.86 | 63.03 | 56.64 | 67.22 | +| Hybrid SCA | 77.72 | 75.22 | 72.55 | 67.74 | 63.54 | 58.01 | 69.13 | +| Hybrid GDN | 79.83 | 76.01 | 74.04 | 70.41 | 69.39 | 59.87 | 71.59 | +| Pure KSA | 70.44 | 65.91 | 66.74 | 62.54 | 57.13 | 39.29 | 60.34 | +| Hybrid KSA | 80.65 | 73.35 | 74.07 | 72.30 | 69.95 | 65.35 | 72.61 | +| C-KSA + Full | 81.52 | 72.24 | 74.44 | 71.93 | 69.61 | 66.31 | 72.68 | +| **C-KSA + S-KSA** | 81.48 | 72.42 | 75.67 | 70.78 | 68.99 | 65.01 | 72.39 | + +### 4B：扩展到 GQA 主干 + +C-KSA 使用 group32，S-KSA 使用 block4，保留主干的 GQA 结构。 + +| 模型 | 4K | 8K | 16K | 32K | 64K | 128K | Mean | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| Full | 92.88 | 91.38 | 89.12 | 84.74 | 78.16 | 65.86 | 83.69 | +| Hybrid SWA | 91.30 | 88.03 | 82.87 | 78.94 | 73.88 | 66.27 | 80.22 | +| Hybrid SCA | 86.02 | 84.28 | 80.67 | 76.89 | 68.88 | 60.94 | 76.28 | +| Hybrid Linear | 86.39 | 83.86 | 78.06 | 76.48 | 73.50 | 67.98 | 77.71 | +| Pure KSA | 91.55 | 86.78 | 84.78 | 80.30 | 76.09 | 66.81 | 81.05 | +| Hybrid KSA | 92.97 | 90.53 | 88.86 | 86.65 | 76.04 | 71.67 | 84.45 | +| Hybrid KSA + CPT | 92.22 | 89.85 | 87.20 | 83.09 | 74.74 | 72.03 | 83.19 | +| C-KSA + Full | 92.77 | 88.12 | 86.27 | 82.68 | 78.58 | 73.92 | 83.72 | +| **C-KSA + S-KSA** | 93.38 | 87.78 | 85.45 | 83.60 | 80.28 | 74.41 | 84.15 | + +Hybrid KSA + CPT 是不改模型结构的续训对照。 + +更多消融实验和推理效率分析见技术报告。 + +## 快速开始 + +Linux、Python 3.12、H100/H800。下载**完整模型目录**（包含 `kernel/`），并在该目录下执行： + +```bash +python -m pip install torch==2.6.0 --index-url https://download.pytorch.org/whl/cu126 +python -m pip install -r requirements.txt + +CUDA_VISIBLE_DEVICES=0 python generate.py \ + --prompt "The main advantage of long-context language models is" \ + --max-new-tokens 128 +``` + +省略 `--prompt` 可进行交互式文本续写。`--apply-chat-template` 只应用 tokenizer 中的对话模板，不代表模型经过指令微调。 + +使用 Transformers 5.0.0 和随包提供的 `ksa_attn`／FlashAttention CuTe 源码，无需训练仓库、单独编译内核或安装 FlashAttention 2 CUDA 扩展。 + +### Transformers 用法 + +导入 Transformers 前设置随包内核路径： + +```bash +export PYTHONPATH="$PWD/kernel:$PWD/kernel/deps${PYTHONPATH:+:$PYTHONPATH}" +``` + +```python +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer + +tokenizer = AutoTokenizer.from_pretrained(".", local_files_only=True) +model = AutoModelForCausalLM.from_pretrained( + ".", + trust_remote_code=True, + local_files_only=True, + dtype=torch.bfloat16, + device_map={"": "cuda:0"}, + attn_implementation="sdpa", +).eval() + +inputs = tokenizer("The main advantage of long-context models is", return_tensors="pt") +inputs = inputs.to(model.device) +with torch.inference_mode(): + output = model.generate( + **inputs, + max_new_tokens=128, + do_sample=False, + pad_token_id=tokenizer.eos_token_id, + ) +print(tokenizer.decode(output[0, inputs.input_ids.shape[1]:], skip_special_tokens=True)) +``` + +## 许可证与引用 + +模型权重及我们的推理代码采用 [Apache-2.0](LICENSE)。基于 Qwen 的文件保留原版权声明。 +随包的 FlashAttention CuTe 保留其 [BSD-3-Clause 许可证](kernel/deps/flash_attn/LICENSE) +与 [AUTHORS](kernel/deps/flash_attn/AUTHORS)；入口仅加载 CuTe，不依赖单独的 FlashAttention 2 扩展。 + +```bibtex +@techreport{kwai2026ksav2, + title = {Kwai Summary Attention V2 Technical Report}, + author = {OneRec Team}, + year = {2026}, + institution = {Kuaishou Technology}, + url = {https://arxiv.org/abs/2610.18654} +} +``` diff --git a/assets/figures/ksa_v2_compression.png b/assets/figures/ksa_v2_compression.png new file mode 100644 index 0000000000000000000000000000000000000000..2b672846fb2fb33ed8363826717bf8da5b6a3b6e --- /dev/null +++ b/assets/figures/ksa_v2_compression.png @@ -0,0 +1,3 @@ +version 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b/assets/figures/ksa_v2_sparse.png new file mode 100644 index 0000000000000000000000000000000000000000..877212506f1aed13f613b0a09640cbc18d2a798f --- /dev/null +++ b/assets/figures/ksa_v2_sparse.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c0059cf52966b500b865700c0866174cfebbb7024559aa8b129ec6e00a0724d +size 127212 diff --git a/cache_ring_buffer.py b/cache_ring_buffer.py new file mode 100644 index 0000000000000000000000000000000000000000..07ad42ff70e73e1f72a5d3e37126cbd3d479bd15 --- /dev/null +++ b/cache_ring_buffer.py @@ -0,0 +1,892 @@ +# coding=utf-8 +# Copyright 2025 The Qwen team, Alibaba Group and the HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +from typing import Any, Callable, Optional, Union +import torch +from transformers.models.qwen3.configuration_qwen3 import Qwen3Config +from .runtime_config import _get_shared_batch_mask, _parse_config_pattern +from .layer_norm_rope import rotate_half + + +class Qwen3RingBufferCache: + """ + Ring buffer KV cache with summary support. + + Two strategies based on per-layer sliding_chunk_num: + - Large window layers (is_large_window=True): append-only buffer storing only text KV. + Summary KV is NOT stored since text tokens attend to all text KV directly. + - Small window layers (is_large_window=False): + Three buffers: + 1. key_cache: [ring(ws) | old_summaries(growing) | chunk_mirror(≤C)] + → attention input, steady state is a single contiguous slice + 2. new_summary_buf: ring buffer of size scn, stores summaries whose text + is still in the window (not needed for attention) + 3. chunk_buf: size C, holds current chunk's text KV + + RoPE position information is baked into KV, so physical order doesn't matter. + """ + + is_compileable = False + _SUMMARY_INIT_CAP = 512 + _APPEND_HEADROOM = 1024 + + def __init__(self, config: Qwen3Config, sliding_chunk_nums: list[int]): + super().__init__() + self.summary_chunk_size = getattr(config, "summary_chunk_size", 0) + self.summary_token_num = getattr(config, "summary_token_num", 0) + self.num_hidden_layers = config.num_hidden_layers + + self.sliding_chunk_nums = sliding_chunk_nums + large_window_threshold = min(sliding_chunk_nums) * self.summary_chunk_size + self.is_large_window = [sv * self.summary_chunk_size > large_window_threshold for sv in sliding_chunk_nums] + self.window_sizes = [sv * self.summary_chunk_size for sv in sliding_chunk_nums] + pool_mode = getattr(config, "summary_meta_pool_mode", "none") or "none" + pool_groups = _parse_config_pattern( + getattr(config, "summary_meta_pool_group_size", 0) or 0 + ) + if not isinstance(pool_groups, list): + pool_groups = [int(pool_groups)] * config.num_hidden_layers + self.meta_pool_group_sizes = [int(v) for v in pool_groups] + self.meta_pool_enabled = [ + pool_mode in ("mean", "scalar", "dimension_wise") + and group_size > 1 + for group_size in self.meta_pool_group_sizes + ] + self.meta_pool_mode = pool_mode + + self.key_cache = [None for _ in range(config.num_hidden_layers)] + self.value_cache = [None for _ in range(config.num_hidden_layers)] + # Full-layer Lightning Indexer keys are not main-attention K/V. The + # summary-indexer variant stores one key per raw chunk; token-indexer + # mode stores one key per raw text token. + self._sksa_index_keys = [None for _ in range(config.num_hidden_layers)] + self._sparse_gather_storage = {} + # Independent chunk-Q/K mode needs the auxiliary K states for the + # currently accumulating raw chunk. They are separate from the + # backbone attention cache and are discarded once its summary token is + # emitted. + self._sksa_chunk_k = [None for _ in range(config.num_hidden_layers)] + self._sksa_chunk_v = [None for _ in range(config.num_hidden_layers)] + + # Large window: append-only + self._text_len = [0] * config.num_hidden_layers + self._capacity = [0] * config.num_hidden_layers + + # Small window: ring buffer + summary + self._window_write_ptr = [0] * config.num_hidden_layers + self._n_valid_window = [0] * config.num_hidden_layers + self._old_summary_len = [0] * config.num_hidden_layers # old summaries in key_cache + self._old_summary_cap = [0] * config.num_hidden_layers + self._old_summary_total = [0] * config.num_hidden_layers + + # Hierarchical old-summary state. Complete groups are stored as post-RoPE + # meta KV; fewer than group_size evicted summaries remain residual KV. + self._meta_key_cache = [None for _ in range(config.num_hidden_layers)] + self._meta_value_cache = [None for _ in range(config.num_hidden_layers)] + self._meta_len = [0] * config.num_hidden_layers + self._meta_cap = [0] * config.num_hidden_layers + self._residual_pre_key_buf = [None for _ in range(config.num_hidden_layers)] + self._residual_score_buf = [None for _ in range(config.num_hidden_layers)] + self._residual_cos_buf = [None for _ in range(config.num_hidden_layers)] + self._residual_sin_buf = [None for _ in range(config.num_hidden_layers)] + self._residual_position_buf = [None for _ in range(config.num_hidden_layers)] + + # New summary ring buffer (small window only): summaries whose text is still in window + self._new_sum_key_buf = [None for _ in range(config.num_hidden_layers)] + self._new_sum_value_buf = [None for _ in range(config.num_hidden_layers)] + self._new_sum_pre_key_buf = [None for _ in range(config.num_hidden_layers)] + self._new_sum_score_buf = [None for _ in range(config.num_hidden_layers)] + self._new_sum_cos_buf = [None for _ in range(config.num_hidden_layers)] + self._new_sum_sin_buf = [None for _ in range(config.num_hidden_layers)] + self._new_sum_position_buf = [None for _ in range(config.num_hidden_layers)] + self._new_sum_len = [0] * config.num_hidden_layers # how many filled (≤ scn) + self._new_sum_write_ptr = [0] * config.num_hidden_layers # ring write pointer + + # Mirror region length (small window only): partial chunk text KV count in key_cache + self._chunk_buf_len = [0] * config.num_hidden_layers + + # Common + self.cur_chunk_sizes = [0] * config.num_hidden_layers + self.true_tokens = [0] * config.num_hidden_layers + self._total_chunks = [0] * config.num_hidden_layers # completed chunks count + self._reorganized = [False] * config.num_hidden_layers + self._prefill_text_positions = None + self._prefill_summary_positions = None + + + + + def __len__(self): + return self.num_hidden_layers + + def get_seq_length(self, layer_idx: Optional[int] = 0) -> int: + """Returns nonzero only when this layer's cache is in post-reorganize state.""" + if layer_idx >= self.num_hidden_layers: + return 0 + if not self._reorganized[layer_idx]: + return 0 + if self.is_large_window[layer_idx]: + return self._text_len[layer_idx] + else: + return (self._n_valid_window[layer_idx] + self._chunk_buf_len[layer_idx] + + self._old_summary_len[layer_idx] + self._new_sum_len[layer_idx]) + + def get_cur_chunk_size(self, layer_idx: Optional[int] = None) -> int: + if layer_idx is None: + layer_idx = self.num_hidden_layers - 1 + return self.cur_chunk_sizes[layer_idx] + + def get_true_token_num(self, layer_idx: Optional[int] = None) -> int: + if layer_idx is None: + layer_idx = self.num_hidden_layers - 1 + return self.true_tokens[layer_idx] + + def set_sksa_index_keys( + self, layer_idx: int, index_keys: torch.Tensor + ) -> None: + if index_keys.ndim != 3: + raise ValueError("S-KSA index keys must use [B,M,D] layout") + self._sksa_index_keys[layer_idx] = index_keys.contiguous() + + def append_sksa_index_keys( + self, layer_idx: int, index_keys: torch.Tensor + ) -> None: + if index_keys.ndim != 3: + raise ValueError("S-KSA index keys must use [B,M,D] layout") + current = self._sksa_index_keys[layer_idx] + if current is None: + self._sksa_index_keys[layer_idx] = index_keys.contiguous() + else: + if current.shape[0] != index_keys.shape[0] or current.shape[2] != index_keys.shape[2]: + raise ValueError("S-KSA index key cache geometry changed during decode") + self._sksa_index_keys[layer_idx] = torch.cat( + (current, index_keys), dim=1 + ) + + def get_sksa_index_keys(self, layer_idx: int) -> torch.Tensor: + index_keys = self._sksa_index_keys[layer_idx] + if index_keys is None: + raise RuntimeError(f"S-KSA index key cache for layer {layer_idx} is uninitialized") + return index_keys + + def set_sksa_chunk_k_from_prefill( + self, + layer_idx: int, + chunk_key_states: Optional[torch.Tensor], + summary_mask: torch.Tensor, + ) -> None: + """Retain auxiliary K for the incomplete raw chunk after prefill.""" + if chunk_key_states is None: + self._sksa_chunk_k[layer_idx] = None + return + if chunk_key_states.ndim != 4: + raise ValueError("S-KSA chunk K must use [B,H,S,D] layout") + shared = _get_shared_batch_mask(summary_mask, "summary_mask") + positions = self._prefill_text_positions + text_key = (chunk_key_states.index_select(2, positions) if positions is not None + else chunk_key_states[:, :, ~shared, :]) + partial = text_key.shape[2] % self.summary_chunk_size + if partial: + self._sksa_chunk_k[layer_idx] = text_key[:, :, -partial:, :].contiguous() + else: + self._sksa_chunk_k[layer_idx] = None + + def append_sksa_chunk_k( + self, layer_idx: int, chunk_key_states: Optional[torch.Tensor] + ) -> None: + """Append one decoded raw token's independent auxiliary K state.""" + if chunk_key_states is None: + return + if chunk_key_states.ndim != 4 or chunk_key_states.shape[2] != 1: + raise ValueError("decoded S-KSA chunk K must use [B,H,1,D] layout") + current = self._sksa_chunk_k[layer_idx] + self._sksa_chunk_k[layer_idx] = ( + chunk_key_states.contiguous() + if current is None + else torch.cat((current, chunk_key_states), dim=2).contiguous() + ) + + def get_current_sksa_chunk_k(self, layer_idx: int) -> Optional[torch.Tensor]: + return self._sksa_chunk_k[layer_idx] + + def clear_sksa_chunk_k(self, layer_idx: int) -> None: + self._sksa_chunk_k[layer_idx] = None + + def set_sksa_chunk_v_from_prefill( + self, + layer_idx: int, + chunk_value_states: Optional[torch.Tensor], + summary_mask: torch.Tensor, + ) -> None: + """Retain auxiliary V for the incomplete raw chunk after prefill.""" + if chunk_value_states is None: + self._sksa_chunk_v[layer_idx] = None + return + if chunk_value_states.ndim != 4: + raise ValueError("S-KSA chunk V must use [B,H,S,D] layout") + shared = _get_shared_batch_mask(summary_mask, "summary_mask") + positions = self._prefill_text_positions + text_value = (chunk_value_states.index_select(2, positions) if positions is not None + else chunk_value_states[:, :, ~shared, :]) + partial = text_value.shape[2] % self.summary_chunk_size + if partial: + self._sksa_chunk_v[layer_idx] = text_value[:, :, -partial:, :].contiguous() + else: + self._sksa_chunk_v[layer_idx] = None + + def append_sksa_chunk_v( + self, layer_idx: int, chunk_value_states: Optional[torch.Tensor] + ) -> None: + """Append one decoded raw token's independent auxiliary V state.""" + if chunk_value_states is None: + return + if chunk_value_states.ndim != 4 or chunk_value_states.shape[2] != 1: + raise ValueError("decoded S-KSA chunk V must use [B,H,1,D] layout") + current = self._sksa_chunk_v[layer_idx] + self._sksa_chunk_v[layer_idx] = ( + chunk_value_states.contiguous() + if current is None + else torch.cat((current, chunk_value_states), dim=2).contiguous() + ) + + def get_current_sksa_chunk_v(self, layer_idx: int) -> Optional[torch.Tensor]: + return self._sksa_chunk_v[layer_idx] + + def clear_sksa_chunk_v(self, layer_idx: int) -> None: + self._sksa_chunk_v[layer_idx] = None + + # ── Prefill: per-layer one-shot init into ring buffer layout ── + + def update( + self, + key_states: torch.Tensor, + value_states: torch.Tensor, + layer_idx: int, + cache_kwargs: Optional[dict[str, Any]] = None, + ) -> tuple[torch.Tensor, torch.Tensor]: + """Deprecated for prefill — use init_layer_from_prefill instead. + + Kept only to surface accidental calls; the prefill path now skips this + intermediate full-length buffer entirely. + """ + raise NotImplementedError( + "Qwen3RingBufferCache.update() is no longer used; prefill goes through " + "init_layer_from_prefill, decode goes through update_text/update_summary." + ) + + def prepare_prefill(self, text_positions, summary_positions): + self._prefill_text_positions = text_positions + self._prefill_summary_positions = summary_positions + + def init_layer_from_prefill( + self, + key_states: torch.Tensor, + value_states: torch.Tensor, + summary_mask: torch.Tensor, + layer_idx: int, + *, + pre_rope_key_states: Optional[torch.Tensor] = None, + summary_scores: Optional[torch.Tensor] = None, + summary_cos: Optional[torch.Tensor] = None, + summary_sin: Optional[torch.Tensor] = None, + summary_position_ids: Optional[torch.Tensor] = None, + meta_key_states: Optional[torch.Tensor] = None, + meta_value_states: Optional[torch.Tensor] = None, + sksa_chunk_key_states: Optional[torch.Tensor] = None, + ): + """Allocate this layer's cache directly into the post-reorganize ring buffer + layout from prefill K/V (already projected + RoPE applied), with NO intermediate + full-length buffer. Replaces the old update() + reorganize_after_prefill() pair + for the prefill path. + + key_states / value_states: [bsz, kv_heads, prefill_len_expanded, head_dim] + summary_mask: [bsz, prefill_len_expanded] (bool, batch-uniform) + """ + assert not self._reorganized[layer_idx], f"layer {layer_idx} already reorganized" + + prefill_k = key_states + prefill_v = value_states + bsz, heads, prefill_len, head_dim = prefill_k.shape + device, dtype = prefill_k.device, prefill_k.dtype + + sm = _get_shared_batch_mask(summary_mask, "summary_mask") + text_mask = ~sm + text_positions = self._prefill_text_positions + summary_positions = self._prefill_summary_positions + if text_positions is None: + text_positions = torch.nonzero(text_mask, as_tuple=False).flatten() + summary_positions = torch.nonzero(sm, as_tuple=False).flatten() + n_text = text_positions.numel() + + block = self.summary_chunk_size + self.summary_token_num + # Match what update() + reorganize_after_prefill() would have set: + # update(): cur_chunk_sizes += prefill_len; true_tokens += n_text + # reorganize: cur_chunk_sizes %= block + self.cur_chunk_sizes[layer_idx] = prefill_len % block + self.true_tokens[layer_idx] = n_text + + if self.is_large_window[layer_idx]: + text_k = prefill_k.index_select(2, text_positions) + text_v = prefill_v.index_select(2, text_positions) + cap = n_text + self._APPEND_HEADROOM + new_k = torch.empty(bsz, heads, cap, head_dim, dtype=dtype, device=device) + new_v = torch.empty(bsz, heads, cap, head_dim, dtype=dtype, device=device) + if n_text > 0: + new_k[:, :, :n_text, :].copy_(text_k) + new_v[:, :, :n_text, :].copy_(text_v) + self.key_cache[layer_idx] = new_k + self.value_cache[layer_idx] = new_v + self._text_len[layer_idx] = n_text + self._capacity[layer_idx] = cap + self._total_chunks[layer_idx] = n_text // self.summary_chunk_size + else: + all_summary_k = prefill_k.index_select(2, summary_positions) + all_summary_v = prefill_v.index_select(2, summary_positions) + n_summary = all_summary_k.shape[2] + + C = self.summary_chunk_size + ws = self.window_sizes[layer_idx] + scn = self.sliding_chunk_nums[layer_idx] + + n_complete_chunks = n_text // C + n_partial = n_text % C + n_complete_text = n_complete_chunks * C + + n_window_chunks = min(scn, n_complete_chunks) + n_window_text = n_window_chunks * C + window_start = n_complete_text - n_window_text + # Only retain the live window and partial chunk, avoiding a + # full-context text KV temporary on compressed layers. + live_positions = text_positions[window_start:] + text_k = prefill_k.index_select(2, live_positions) + text_v = prefill_v.index_select(2, live_positions) + + n_old_total = max(0, n_summary - n_window_chunks) + n_new = n_summary - n_old_total + hierarchical = self.meta_pool_enabled[layer_idx] + group_size = self.meta_pool_group_sizes[layer_idx] + n_meta = n_old_total // group_size if hierarchical else 0 + n_old = n_old_total % group_size if hierarchical else n_old_total + old_begin = n_meta * group_size if hierarchical else 0 + + old_s_cap = max(self._SUMMARY_INIT_CAP, (n_old + 1) * 2) + total_cap = ws + old_s_cap + C + new_k = torch.empty(bsz, heads, total_cap, head_dim, dtype=dtype, device=device) + new_v = torch.empty(bsz, heads, total_cap, head_dim, dtype=dtype, device=device) + + if n_window_text > 0: + new_k[:, :, :n_window_text, :].copy_(text_k[:, :, :n_window_text, :]) + new_v[:, :, :n_window_text, :].copy_(text_v[:, :, :n_window_text, :]) + self._n_valid_window[layer_idx] = n_window_text + self._window_write_ptr[layer_idx] = n_window_text % ws + + if n_old > 0: + new_k[:, :, ws:ws + n_old, :].copy_( + all_summary_k[:, :, old_begin:n_old_total, :] + ) + new_v[:, :, ws:ws + n_old, :].copy_( + all_summary_v[:, :, old_begin:n_old_total, :] + ) + self._old_summary_len[layer_idx] = n_old + self._old_summary_total[layer_idx] = n_old_total + self._old_summary_cap[layer_idx] = old_s_cap + + if hierarchical: + required = ( + pre_rope_key_states, + summary_scores, + summary_cos, + summary_sin, + summary_position_ids, + meta_key_states, + meta_value_states, + ) + if any(item is None for item in required): + raise ValueError("hierarchical prefill cache requires pre-RoPE and meta state") + all_pre_k = pre_rope_key_states.index_select(2, summary_positions) + meta_cap = max(self._SUMMARY_INIT_CAP, (n_meta + 1) * 2) + meta_k_buf = torch.empty( + bsz, heads, meta_cap, head_dim, dtype=dtype, device=device + ) + meta_v_buf = torch.empty_like(meta_k_buf) + if n_meta: + meta_k_buf[:, :, :n_meta, :].copy_(meta_key_states[:, :, :n_meta, :]) + meta_v_buf[:, :, :n_meta, :].copy_(meta_value_states[:, :, :n_meta, :]) + self._meta_key_cache[layer_idx] = meta_k_buf + self._meta_value_cache[layer_idx] = meta_v_buf + self._meta_len[layer_idx] = n_meta + self._meta_cap[layer_idx] = meta_cap + + residual_pre = torch.empty( + bsz, heads, group_size, head_dim, dtype=dtype, device=device + ) + score_width = ( + heads * head_dim + if self.meta_pool_mode == "dimension_wise" + else 1 + ) + residual_score = torch.empty( + bsz, + group_size, + score_width, + dtype=summary_scores.dtype, + device=device, + ) + residual_cos = torch.empty( + bsz, group_size, head_dim, dtype=summary_cos.dtype, device=device + ) + residual_sin = torch.empty_like(residual_cos) + residual_position = torch.empty( + bsz, group_size, dtype=torch.long, device=device + ) + if n_old: + residual_pre[:, :, :n_old, :].copy_( + all_pre_k[:, :, old_begin:n_old_total, :] + ) + residual_score[:, :n_old, :].copy_( + summary_scores[:, old_begin:n_old_total] + ) + residual_cos[:, :n_old, :].copy_( + summary_cos[:, old_begin:n_old_total, :] + ) + residual_sin[:, :n_old, :].copy_( + summary_sin[:, old_begin:n_old_total, :] + ) + residual_position[:, :n_old].copy_( + summary_position_ids[:, old_begin:n_old_total] + ) + self._residual_pre_key_buf[layer_idx] = residual_pre + self._residual_score_buf[layer_idx] = residual_score + self._residual_cos_buf[layer_idx] = residual_cos + self._residual_sin_buf[layer_idx] = residual_sin + self._residual_position_buf[layer_idx] = residual_position + + if n_partial > 0: + mirror_start = ws + n_old + new_k[:, :, mirror_start:mirror_start + n_partial, :].copy_( + text_k[:, :, n_window_text:, :]) + new_v[:, :, mirror_start:mirror_start + n_partial, :].copy_( + text_v[:, :, n_window_text:, :]) + + self.key_cache[layer_idx] = new_k + self.value_cache[layer_idx] = new_v + self._capacity[layer_idx] = total_cap + self._text_len[layer_idx] = 0 + + ns_buf_k = torch.empty(bsz, heads, scn, head_dim, dtype=dtype, device=device) + ns_buf_v = torch.empty(bsz, heads, scn, head_dim, dtype=dtype, device=device) + if n_new > 0: + ns_buf_k[:, :, :n_new, :].copy_(all_summary_k[:, :, n_old_total:, :]) + ns_buf_v[:, :, :n_new, :].copy_(all_summary_v[:, :, n_old_total:, :]) + self._new_sum_key_buf[layer_idx] = ns_buf_k + self._new_sum_value_buf[layer_idx] = ns_buf_v + if hierarchical: + ns_pre = torch.empty(bsz, heads, scn, head_dim, dtype=dtype, device=device) + score_width = ( + heads * head_dim + if self.meta_pool_mode == "dimension_wise" + else 1 + ) + ns_score = torch.empty( + bsz, + scn, + score_width, + dtype=summary_scores.dtype, + device=device, + ) + ns_cos = torch.empty(bsz, scn, head_dim, dtype=summary_cos.dtype, device=device) + ns_sin = torch.empty_like(ns_cos) + ns_position = torch.empty( + bsz, scn, dtype=torch.long, device=device + ) + if n_new: + ns_pre[:, :, :n_new, :].copy_(all_pre_k[:, :, n_old_total:, :]) + ns_score[:, :n_new, :].copy_(summary_scores[:, n_old_total:]) + ns_cos[:, :n_new, :].copy_(summary_cos[:, n_old_total:, :]) + ns_sin[:, :n_new, :].copy_(summary_sin[:, n_old_total:, :]) + ns_position[:, :n_new].copy_( + summary_position_ids[:, n_old_total:] + ) + self._new_sum_pre_key_buf[layer_idx] = ns_pre + self._new_sum_score_buf[layer_idx] = ns_score + self._new_sum_cos_buf[layer_idx] = ns_cos + self._new_sum_sin_buf[layer_idx] = ns_sin + self._new_sum_position_buf[layer_idx] = ns_position + self._new_sum_len[layer_idx] = n_new + self._new_sum_write_ptr[layer_idx] = n_new % scn + + self._chunk_buf_len[layer_idx] = n_partial + self._total_chunks[layer_idx] = n_old_total + n_new + + self._reorganized[layer_idx] = True + self.set_sksa_chunk_k_from_prefill( + layer_idx, sksa_chunk_key_states, summary_mask + ) + + # ── Reorganize after prefill ── + + def reorganize_after_prefill(self, summary_mask: torch.Tensor): + """No-op sanity check. + + Prefill path now writes each layer directly into the ring buffer layout via + init_layer_from_prefill, so by the time Qwen3Model.forward calls this, + all layers must already be reorganized. + """ + for layer_idx in range(self.num_hidden_layers): + assert self._reorganized[layer_idx], ( + f"layer {layer_idx} was not initialized via init_layer_from_prefill" + ) + + self._prefill_text_positions = None + self._prefill_summary_positions = None + + # ── Decode: text token update ── + + def update_text( + self, + key_states: torch.Tensor, + value_states: torch.Tensor, + layer_idx: int, + *, + sksa_chunk_key_states: Optional[torch.Tensor] = None, + ): + """Write a single text token KV during decode.""" + if self.is_large_window[layer_idx]: + cur = self._text_len[layer_idx] + new_len = cur + 1 + if new_len > self._capacity[layer_idx]: + cap = max(new_len + self._APPEND_HEADROOM, self._capacity[layer_idx] * 2) + old_k, old_v = self.key_cache[layer_idx], self.value_cache[layer_idx] + bsz, heads, _, head_dim = old_k.shape + new_k = torch.empty(bsz, heads, cap, head_dim, dtype=old_k.dtype, device=old_k.device) + new_v = torch.empty(bsz, heads, cap, head_dim, dtype=old_v.dtype, device=old_v.device) + new_k[:, :, :cur, :].copy_(old_k[:, :, :cur, :]) + new_v[:, :, :cur, :].copy_(old_v[:, :, :cur, :]) + self.key_cache[layer_idx] = new_k + self.value_cache[layer_idx] = new_v + self._capacity[layer_idx] = cap + self.key_cache[layer_idx][:, :, cur:new_len, :].copy_(key_states) + self.value_cache[layer_idx][:, :, cur:new_len, :].copy_(value_states) + self._text_len[layer_idx] = new_len + else: + # Write only to key_cache mirror region (chunk_buf eliminated) + ws = self.window_sizes[layer_idx] + n_old = self._old_summary_len[layer_idx] + pos = self._chunk_buf_len[layer_idx] + mirror_pos = ws + n_old + pos + self.key_cache[layer_idx][:, :, mirror_pos:mirror_pos+1, :].copy_(key_states) + self.value_cache[layer_idx][:, :, mirror_pos:mirror_pos+1, :].copy_(value_states) + self._chunk_buf_len[layer_idx] = pos + 1 + + self.cur_chunk_sizes[layer_idx] += 1 + self.true_tokens[layer_idx] += 1 + self.append_sksa_chunk_k(layer_idx, sksa_chunk_key_states) + + # ── Decode: summary token update ── + + def update_summary( + self, + key_states: torch.Tensor, + value_states: torch.Tensor, + layer_idx: int, + *, + pre_rope_key_states: Optional[torch.Tensor] = None, + summary_scores: Optional[torch.Tensor] = None, + summary_cos: Optional[torch.Tensor] = None, + summary_sin: Optional[torch.Tensor] = None, + summary_position_ids: Optional[torch.Tensor] = None, + position_bias: Optional[torch.Tensor] = None, + ): + """Write summary token KV during decode (chunk boundary). + + Large window: skip. + Small window (order matters — flush mirror before evict to avoid clobbering): + 1. Flush mirror region → ring + 2. Evict oldest new_summary → old_summary in key_cache (if full) + 3. Write new summary → new_summary_buf + """ + n_summary = key_states.shape[2] + + if self.is_large_window[layer_idx]: + self.cur_chunk_sizes[layer_idx] += n_summary + self._total_chunks[layer_idx] += n_summary + return + + C = self.summary_chunk_size + ws = self.window_sizes[layer_idx] + scn = self.sliding_chunk_nums[layer_idx] + hierarchical = self.meta_pool_enabled[layer_idx] + group_size = self.meta_pool_group_sizes[layer_idx] + cbl = self._chunk_buf_len[layer_idx] + ptr = self._window_write_ptr[layer_idx] + n_old = self._old_summary_len[layer_idx] + + # Step 1: Flush mirror region → ring (must happen before evict touches mirror[0]) + mirror_start = ws + n_old + if ptr + cbl <= ws: + self.key_cache[layer_idx][:, :, ptr:ptr + cbl, :].copy_( + self.key_cache[layer_idx][:, :, mirror_start:mirror_start + cbl, :]) + self.value_cache[layer_idx][:, :, ptr:ptr + cbl, :].copy_( + self.value_cache[layer_idx][:, :, mirror_start:mirror_start + cbl, :]) + else: + first = ws - ptr + self.key_cache[layer_idx][:, :, ptr:ws, :].copy_( + self.key_cache[layer_idx][:, :, mirror_start:mirror_start + first, :]) + self.value_cache[layer_idx][:, :, ptr:ws, :].copy_( + self.value_cache[layer_idx][:, :, mirror_start:mirror_start + first, :]) + rest = cbl - first + self.key_cache[layer_idx][:, :, :rest, :].copy_( + self.key_cache[layer_idx][:, :, mirror_start + first:mirror_start + cbl, :]) + self.value_cache[layer_idx][:, :, :rest, :].copy_( + self.value_cache[layer_idx][:, :, mirror_start + first:mirror_start + cbl, :]) + + self._window_write_ptr[layer_idx] = (ptr + cbl) % ws + if self._n_valid_window[layer_idx] < ws: + self._n_valid_window[layer_idx] = min(ws, self._n_valid_window[layer_idx] + cbl) + self._chunk_buf_len[layer_idx] = 0 + + # Step 2: Evict oldest new_summary → old_summary (now safe — mirror already flushed) + if self._new_sum_len[layer_idx] >= scn: + read_ptr = self._new_sum_write_ptr[layer_idx] + old_dst = ws + n_old # == mirror_start, but mirror data is already in ring + + # Check capacity for old_summary growth + needed = old_dst + 1 + C # +1 for new old_sum, +C for future chunk mirror + if needed > self._capacity[layer_idx]: + new_s_cap = max(self._old_summary_cap[layer_idx] * 2, n_old + self._SUMMARY_INIT_CAP) + new_total = ws + new_s_cap + C + old_k, old_v = self.key_cache[layer_idx], self.value_cache[layer_idx] + bsz, heads, _, head_dim = old_k.shape + nk = torch.empty(bsz, heads, new_total, head_dim, dtype=old_k.dtype, device=old_k.device) + nv = torch.empty(bsz, heads, new_total, head_dim, dtype=old_v.dtype, device=old_v.device) + copy_len = ws + n_old + nk[:, :, :copy_len, :].copy_(old_k[:, :, :copy_len, :]) + nv[:, :, :copy_len, :].copy_(old_v[:, :, :copy_len, :]) + self.key_cache[layer_idx] = nk + self.value_cache[layer_idx] = nv + self._old_summary_cap[layer_idx] = new_s_cap + self._capacity[layer_idx] = new_total + + self.key_cache[layer_idx][:, :, old_dst:old_dst+1, :].copy_( + self._new_sum_key_buf[layer_idx][:, :, read_ptr:read_ptr+1, :]) + self.value_cache[layer_idx][:, :, old_dst:old_dst+1, :].copy_( + self._new_sum_value_buf[layer_idx][:, :, read_ptr:read_ptr+1, :]) + n_old += 1 + self._old_summary_total[layer_idx] += 1 + + if hierarchical: + self._residual_pre_key_buf[layer_idx][:, :, n_old-1:n_old, :].copy_( + self._new_sum_pre_key_buf[layer_idx][:, :, read_ptr:read_ptr+1, :] + ) + self._residual_score_buf[layer_idx][:, n_old-1:n_old, :].copy_( + self._new_sum_score_buf[layer_idx][:, read_ptr:read_ptr+1, :] + ) + self._residual_cos_buf[layer_idx][:, n_old-1:n_old, :].copy_( + self._new_sum_cos_buf[layer_idx][:, read_ptr:read_ptr+1, :] + ) + self._residual_sin_buf[layer_idx][:, n_old-1:n_old, :].copy_( + self._new_sum_sin_buf[layer_idx][:, read_ptr:read_ptr+1, :] + ) + self._residual_position_buf[layer_idx][:, n_old-1:n_old].copy_( + self._new_sum_position_buf[layer_idx][ + :, read_ptr:read_ptr+1 + ] + ) + + if n_old == group_size: + scores = self._residual_score_buf[layer_idx][ + :, :group_size, : + ] + if self.meta_pool_mode == "dimension_wise": + if position_bias is None: + weights = torch.full_like(scores, 1.0 / group_size) + else: + weights = torch.softmax( + ( + scores + + position_bias.view( + 1, group_size, scores.shape[-1] + ) + ).float(), + dim=1, + ).to(key_states.dtype) + bsz, heads, _, head_dim = self._residual_pre_key_buf[ + layer_idx + ].shape + weights = weights.view( + bsz, group_size, heads, head_dim + ).permute(0, 2, 1, 3) + else: + scalar_scores = scores.squeeze(-1) + if position_bias is None: + scalar_weights = torch.full_like( + scalar_scores, 1.0 / group_size + ) + else: + scalar_weights = torch.softmax( + ( + scalar_scores + + position_bias.view(1, group_size) + ).float(), + dim=1, + ).to(key_states.dtype) + weights = scalar_weights[:, None, :, None] + meta_pre_k = ( + self._residual_pre_key_buf[layer_idx][:, :, :group_size, :] + * weights + ).sum(dim=2) + meta_v = ( + self.value_cache[layer_idx][:, :, ws:ws + group_size, :] + * weights + ).sum(dim=2) + last_cos = self._residual_cos_buf[layer_idx][:, group_size - 1, :] + last_sin = self._residual_sin_buf[layer_idx][:, group_size - 1, :] + meta_k = ( + meta_pre_k * last_cos[:, None, :] + + rotate_half(meta_pre_k) * last_sin[:, None, :] + ) + + meta_dst = self._meta_len[layer_idx] + if meta_dst >= self._meta_cap[layer_idx]: + old_meta_k = self._meta_key_cache[layer_idx] + old_meta_v = self._meta_value_cache[layer_idx] + new_cap = max(meta_dst + self._SUMMARY_INIT_CAP, self._meta_cap[layer_idx] * 2) + bsz, heads, _, head_dim = old_meta_k.shape + new_meta_k = torch.empty( + bsz, heads, new_cap, head_dim, + dtype=old_meta_k.dtype, device=old_meta_k.device, + ) + new_meta_v = torch.empty_like(new_meta_k) + new_meta_k[:, :, :meta_dst, :].copy_(old_meta_k[:, :, :meta_dst, :]) + new_meta_v[:, :, :meta_dst, :].copy_(old_meta_v[:, :, :meta_dst, :]) + self._meta_key_cache[layer_idx] = new_meta_k + self._meta_value_cache[layer_idx] = new_meta_v + self._meta_cap[layer_idx] = new_cap + self._meta_key_cache[layer_idx][:, :, meta_dst:meta_dst+1, :].copy_( + meta_k.unsqueeze(2) + ) + self._meta_value_cache[layer_idx][:, :, meta_dst:meta_dst+1, :].copy_( + meta_v.unsqueeze(2) + ) + self._meta_len[layer_idx] += 1 + n_old = 0 + + self._old_summary_len[layer_idx] = n_old + + # Step 3: Write new summary to new_summary_buf (overwrite oldest slot) + w_ptr = self._new_sum_write_ptr[layer_idx] + self._new_sum_key_buf[layer_idx][:, :, w_ptr:w_ptr+1, :].copy_(key_states) + self._new_sum_value_buf[layer_idx][:, :, w_ptr:w_ptr+1, :].copy_(value_states) + if hierarchical: + if any( + item is None + for item in ( + pre_rope_key_states, + summary_scores, + summary_cos, + summary_sin, + summary_position_ids, + ) + ): + raise ValueError("hierarchical decode requires pre-RoPE summary state") + self._new_sum_pre_key_buf[layer_idx][:, :, w_ptr:w_ptr+1, :].copy_( + pre_rope_key_states + ) + self._new_sum_score_buf[layer_idx][:, w_ptr:w_ptr+1, :].copy_( + summary_scores + ) + self._new_sum_cos_buf[layer_idx][:, w_ptr:w_ptr+1, :].copy_(summary_cos) + self._new_sum_sin_buf[layer_idx][:, w_ptr:w_ptr+1, :].copy_(summary_sin) + self._new_sum_position_buf[layer_idx][ + :, w_ptr:w_ptr+1 + ].copy_(summary_position_ids) + self._new_sum_write_ptr[layer_idx] = (w_ptr + 1) % scn + if self._new_sum_len[layer_idx] < scn: + self._new_sum_len[layer_idx] += 1 + + self.cur_chunk_sizes[layer_idx] += n_summary + self._total_chunks[layer_idx] += n_summary + + # ── Decode: get KV for attention ── + + def get_attention_kv(self, layer_idx: int) -> tuple[torch.Tensor, torch.Tensor, int]: + """Get full KV for text token attention. + + Large window: buffer[:text_len] + Small window (steady state): key_cache[:ws + n_old + cbl] — single slice, zero cat + """ + if self.is_large_window[layer_idx]: + tl = self._text_len[layer_idx] + return (self.key_cache[layer_idx][:, :, :tl, :], + self.value_cache[layer_idx][:, :, :tl, :], 0) + + ws = self.window_sizes[layer_idx] + nv = self._n_valid_window[layer_idx] + cbl = self._chunk_buf_len[layer_idx] + n_old = self._old_summary_len[layer_idx] + + # Steady state: ring full → [ring(ws) | old_sums(n_old) | chunk_mirror(cbl)] contiguous + if nv == ws: + end = ws + n_old + cbl + base_k = self.key_cache[layer_idx][:, :, :end, :] + base_v = self.value_cache[layer_idx][:, :, :end, :] + else: + # Warmup: ring not full, [nv:ws] is gap → cat + parts_k, parts_v = [], [] + if nv > 0: + parts_k.append(self.key_cache[layer_idx][:, :, :nv, :]) + parts_v.append(self.value_cache[layer_idx][:, :, :nv, :]) + if cbl > 0: + mirror_start = ws + n_old + parts_k.append(self.key_cache[layer_idx][:, :, mirror_start:mirror_start + cbl, :]) + parts_v.append(self.value_cache[layer_idx][:, :, mirror_start:mirror_start + cbl, :]) + if n_old > 0: + parts_k.append(self.key_cache[layer_idx][:, :, ws:ws + n_old, :]) + parts_v.append(self.value_cache[layer_idx][:, :, ws:ws + n_old, :]) + base_k = parts_k[0] if len(parts_k) == 1 else torch.cat(parts_k, dim=2) + base_v = parts_v[0] if len(parts_v) == 1 else torch.cat(parts_v, dim=2) + + meta_len = self._meta_len[layer_idx] + if meta_len: + base_k = torch.cat( + (base_k, self._meta_key_cache[layer_idx][:, :, :meta_len, :]), dim=2 + ) + base_v = torch.cat( + (base_v, self._meta_value_cache[layer_idx][:, :, :meta_len, :]), dim=2 + ) + return base_k, base_v, meta_len + + def get_current_chunk_kv(self, layer_idx: int) -> tuple[torch.Tensor, torch.Tensor]: + """Get KV of the current chunk's C text tokens for summary token attention.""" + C = self.summary_chunk_size + if self.is_large_window[layer_idx]: + tl = self._text_len[layer_idx] + return (self.key_cache[layer_idx][:, :, tl - C:tl, :], + self.value_cache[layer_idx][:, :, tl - C:tl, :]) + else: + ws = self.window_sizes[layer_idx] + n_old = self._old_summary_len[layer_idx] + cbl = self._chunk_buf_len[layer_idx] + mirror_start = ws + n_old + return (self.key_cache[layer_idx][:, :, mirror_start:mirror_start + cbl, :], + self.value_cache[layer_idx][:, :, mirror_start:mirror_start + cbl, :]) + + def reset_chunk_counter(self): + """Reset chunk counters after a chunk boundary step completes.""" + block = self.summary_chunk_size + self.summary_token_num + for layer_idx in range(self.num_hidden_layers): + if self.cur_chunk_sizes[layer_idx] >= block: + self.cur_chunk_sizes[layer_idx] %= block diff --git a/config.json b/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1127914c405aa23a6541fe6b497286df39f2bbba --- /dev/null +++ b/config.json @@ -0,0 +1,79 @@ +{ + "architectures": [ + "Qwen3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "auto_map": { + "AutoModel": "modeling_qwen3.Qwen3Model", + "AutoModelForCausalLM": "modeling_qwen3.Qwen3ForCausalLM" + }, + "bos_token_id": 151643, + "eos_token_id": 151643, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 6144, + "max_position_embeddings": 131072, + "max_window_layers": 24, + "mix_coeff": 0.0, + "model_type": "qwen3", + "num_attention_heads": 16, + "num_hidden_layers": 24, + "num_key_value_heads": 16, + "rms_norm_eps": 1e-06, + "rope_scaling": null, + "rope_theta": 1000000, + "sksa_apply_sparse_attention": true, + "sksa_enabled": true, + "sksa_indexer_block_size": 4, + "sksa_indexer_chunk_attention_include_summary": false, + "sksa_indexer_chunk_attention_qk_source": "independent", + "sksa_indexer_chunk_attention_v_source": "independent", + "sksa_indexer_force_sink": true, + "sksa_indexer_head_dim": 128, + "sksa_indexer_heads": 8, + "sksa_indexer_qk_norm": false, + "sksa_indexer_query_block_size": 512, + "sksa_indexer_query_rank": 512, + "sksa_indexer_rope_dim": 64, + "sksa_indexer_scorer_backend": "fused", + "sksa_indexer_summary_key_source": "chunk_attention", + "sksa_indexer_teacher_pooling": "max", + "sksa_indexer_token_budget": 4096, + "sksa_local_window_tokens": 1024, + "sksa_routing_mode": "summary_indexer", + "sksa_sparse_full_layers": [ + 3, + 7, + 11, + 15, + 19, + 23 + ], + "sliding_window": null, + "summary_chunk_position_ids_type": "origin", + "summary_chunk_size": 8, + "summary_independent_attention_layernorm": false, + "summary_independent_parameters": true, + "summary_layer_freq": "([1]*4)*6", + "summary_meta_pool_block_size": 512, + "summary_meta_pool_group_size": "([128]*1+[128]*1+[128]*1+[0]*1)*6", + "summary_meta_pool_mass_correction": "log_group_size", + "summary_meta_pool_mode": "dimension_wise", + "summary_meta_pool_position": "group_last", + "summary_partial_chunk_policy": "defer", + "summary_sliding_chunk_num": "([128]*3+[16384]*1)*6", + "summary_token_begin": 151936, + "summary_token_num": 1, + "summary_token_position_ids_type": "last_chunk_slice_right", + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "5.0.0", + "truncate_predict_nums": 151936, + "use_cache": true, + "use_sliding_window": false, + "use_summary_attention": true, + "vocab_size": 151937 +} diff --git a/elementwise_fusion.py b/elementwise_fusion.py new file mode 100644 index 0000000000000000000000000000000000000000..a4c52a8b432ff019fe470b16c0b3997890895284 --- /dev/null +++ b/elementwise_fusion.py @@ -0,0 +1,75 @@ +"""BF16 inference fusion; FMA disabled, original cast points explicit. + +Torch pow/mean is retained verbatim: no alternate RMS reduction is substituted. +The Q/K path materializes normalized pre-RoPE keys because meta pooling uses them. +""" +import torch +import triton as tr +import triton.language as tl +import triton.language.extra.cuda.libdevice as lib + + +@tr.jit +def norm_tail(X,V,W,Y,N:tl.constexpr,D:tl.constexpr,EPS:tl.constexpr,BLOCK:tl.constexpr): + i=tl.program_id(0)*BLOCK+tl.arange(0,BLOCK) + x=tl.load(X+i,i= 2 and x.shape[0] == 1 and not torch.is_grad_enabled() diff --git a/generate.py b/generate.py new file mode 100644 index 0000000000000000000000000000000000000000..f61d9715fc75acc55870e138555c75cec0756792 --- /dev/null +++ b/generate.py @@ -0,0 +1,76 @@ +#!/usr/bin/env python3 + +"""Generate text with a local KSA V2 export and its bundled kernels.""" + +import argparse +from pathlib import Path +import sys + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser(description="Interactively generate text with a local model.") + parser.add_argument("--model", type=Path, default=Path(__file__).resolve().parent) + parser.add_argument("--prompt", help="Omit for interactive text completion.") + parser.add_argument("--max-new-tokens", type=int, default=256) + parser.add_argument("--apply-chat-template", action="store_true") + return parser.parse_args() + + +def main() -> None: + args = parse_args() + model_dir = args.model.resolve() + # Select the export's kernels before importing either runtime or Transformers. + for directory in (model_dir / "kernel/deps", model_dir / "kernel"): + sys.path.insert(0, str(directory)) + + import torch + from transformers import AutoModelForCausalLM, AutoTokenizer + + tokenizer = AutoTokenizer.from_pretrained(model_dir, local_files_only=True) + model = AutoModelForCausalLM.from_pretrained( + model_dir, + trust_remote_code=True, + local_files_only=True, + dtype=torch.bfloat16, + device_map={"": "cuda:0"}, + attn_implementation="sdpa", + ).eval() + + def complete(prompt: str) -> str: + if args.apply_chat_template: + prompt = tokenizer.apply_chat_template( + [{"role": "user", "content": prompt}], + tokenize=False, + add_generation_prompt=True, + ) + + inputs = tokenizer(prompt, return_tensors="pt").to(model.device) + with torch.inference_mode(): + output_ids = model.generate( + **inputs, + max_new_tokens=args.max_new_tokens, + do_sample=False, + pad_token_id=tokenizer.eos_token_id, + ) + + new_tokens = output_ids[0, inputs["input_ids"].shape[1] :] + return tokenizer.decode(new_tokens, skip_special_tokens=True) + + if args.prompt is not None: + print(complete(args.prompt)) + return + print("Enter a prompt, or type 'exit' to stop.") + while True: + try: + prompt = input("Prompt: ").strip() + except (EOFError, KeyboardInterrupt): + print() + break + if prompt.lower() in {"exit", "quit"}: + break + if prompt: + print(complete(prompt)) + + +if __name__ == "__main__": + main() diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..72ead9ab3c96286affa2286081d2076da3cf9491 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,9 @@ +{ + "_from_model_config": true, + "bos_token_id": 151643, + "eos_token_id": 151643, + "output_attentions": false, + "output_hidden_states": false, + "transformers_version": "5.0.0", + "use_cache": true +} diff --git a/hierarchical_summary_attention.py b/hierarchical_summary_attention.py new file mode 100644 index 0000000000000000000000000000000000000000..2c5671f616ee1d7bd5fc2feb84a452e1892e2f65 --- /dev/null +++ b/hierarchical_summary_attention.py @@ -0,0 +1,381 @@ +"""Reference prefill attention for hierarchical KSA summary pooling. + +This module intentionally uses PyTorch SDPA over compact per-query-block KV sets. +It is the correctness path used before the fused CUDA kernel grows support for +meta-summary KV entries and their additive logit bias. +""" + +from __future__ import annotations + +import math +from typing import Dict, Tuple + +import torch +import torch.nn.functional as F + + +_LAYOUT_CACHE: Dict[tuple, Tuple[torch.Tensor, torch.Tensor]] = {} +_SUMMARY_LAYOUT_CACHE: Dict[tuple, Tuple[torch.Tensor, torch.Tensor]] = {} + + +def _summary_layout( + *, + seq_len: int, + q_start: int, + q_end: int, + chunk_size: int, + sliding_chunk_num: int, + device: torch.device, +) -> Tuple[torch.Tensor, torch.Tensor]: + """Return compact base-KV positions and the original-KSA block mask.""" + block = chunk_size + 1 + q_pos = torch.arange(q_start, q_end, device=device, dtype=torch.long) + q_chunk = torch.div(q_pos, block, rounding_mode="floor") + q_offset = q_pos.remainder(block) + q_is_text = q_offset < chunk_size + window_start = torch.clamp(q_chunk - sliding_chunk_num, min=0) + + candidates = [] + if bool(q_is_text.any()): + old_summary_count = int(window_start[q_is_text].max().item()) + if old_summary_count: + candidates.append( + torch.arange(old_summary_count, device=device) * block + chunk_size + ) + first_text_chunk = int(window_start[q_is_text].min().item()) + else: + first_text_chunk = int(q_chunk.min().item()) + + last_text_chunk = int(q_chunk.max().item()) + text_chunks = torch.arange( + first_text_chunk, + last_text_chunk + 1, + device=device, + dtype=torch.long, + ) + text_offsets = torch.arange(chunk_size, device=device, dtype=torch.long) + text_candidates = (text_chunks[:, None] * block + text_offsets).reshape(-1) + candidates.append(text_candidates[text_candidates < seq_len]) + + if bool((~q_is_text).any()): + current_summary_chunks = torch.unique(q_chunk[~q_is_text], sorted=True) + candidates.append(current_summary_chunks * block + chunk_size) + + base_pos = torch.unique(torch.cat(candidates), sorted=True) + k_chunk = torch.div(base_pos, block, rounding_mode="floor") + k_offset = base_pos.remainder(block) + k_is_text = k_offset < chunk_size + k_is_summary = k_offset == chunk_size + + qc = q_chunk[:, None] + qp = q_pos[:, None] + ws = window_start[:, None] + kc = k_chunk[None, :] + kp = base_pos[None, :] + kt = k_is_text[None, :] + ks = k_is_summary[None, :] + text_allowed = (ks & (kc < ws)) | ( + kt & (((kc >= ws) & (kc < qc)) | ((kc == qc) & (kp <= qp))) + ) + summary_allowed = (kc == qc) & (kt | (ks & (kp <= qp))) + allowed = torch.where(q_is_text[:, None], text_allowed, summary_allowed) + used = allowed.any(dim=0) + return base_pos[used], allowed[:, used] + + +def summary_attention_prefill( + query_states: torch.Tensor, + key_states: torch.Tensor, + value_states: torch.Tensor, + summary_mask: torch.Tensor, + *, + chunk_size: int, + sliding_chunk_num: int, + block_size: int = 512, +) -> torch.Tensor: + """Pure-PyTorch batch-uniform prefill for original (unpooled) KSA. + + This is the portable correctness path used when the optional ``summary_attn`` + package is unavailable or explicitly disabled. Inputs use + ``[batch, heads, sequence, head_dim]`` layout; the output uses + ``[batch, sequence, query_heads, head_dim]``. + """ + if chunk_size <= 0 or sliding_chunk_num <= 0 or block_size <= 0: + raise ValueError("chunk_size, sliding_chunk_num, and block_size must be positive") + if query_states.ndim != 4 or key_states.ndim != 4 or value_states.ndim != 4: + raise ValueError("query/key/value states must be rank-4 tensors") + + batch, query_heads, seq_len, head_dim = query_states.shape + remainder = seq_len % (chunk_size + 1) + if remainder > chunk_size: + raise ValueError("invalid deferred partial-chunk layout") + if key_states.shape[:1] != (batch,) or key_states.shape[2:] != (seq_len, head_dim): + raise ValueError("key_states shape is incompatible with query_states") + if value_states.shape != key_states.shape: + raise ValueError("key_states and value_states must have identical shapes") + kv_heads = key_states.shape[1] + if query_heads % kv_heads: + raise ValueError("query head count must be divisible by KV head count") + + if summary_mask.ndim == 2: + if summary_mask.shape != (batch, seq_len): + raise ValueError("summary_mask shape is incompatible with query_states") + if not torch.all(summary_mask == summary_mask[:1]): + raise ValueError("reference prefill requires a batch-uniform summary mask") + shared_summary_mask = summary_mask[0] + elif summary_mask.ndim == 1 and summary_mask.shape[0] == seq_len: + shared_summary_mask = summary_mask + else: + raise ValueError("summary_mask must have shape [sequence] or [batch, sequence]") + expected_summary_mask = torch.zeros(seq_len, dtype=torch.bool, device=query_states.device) + expected_summary_mask[chunk_size:: chunk_size + 1] = True + if not torch.equal(shared_summary_mask.to(dtype=torch.bool), expected_summary_mask): + raise ValueError("summary_mask does not match the configured chunk layout") + + repeat_factor = query_heads // kv_heads + output = torch.empty_like(query_states) + for q_start in range(0, seq_len, block_size): + q_end = min(seq_len, q_start + block_size) + cache_key = ( + seq_len, + q_start, + q_end, + chunk_size, + sliding_chunk_num, + device_key(query_states.device), + ) + cached = _SUMMARY_LAYOUT_CACHE.get(cache_key) + if cached is None: + base_pos, allowed = _summary_layout( + seq_len=seq_len, + q_start=q_start, + q_end=q_end, + chunk_size=chunk_size, + sliding_chunk_num=sliding_chunk_num, + device=query_states.device, + ) + _SUMMARY_LAYOUT_CACHE[cache_key] = (base_pos, allowed) + else: + base_pos, allowed = cached + + compact_k = key_states[:, :, base_pos, :] + compact_v = value_states[:, :, base_pos, :] + if repeat_factor != 1: + compact_k = compact_k.repeat_interleave(repeat_factor, dim=1) + compact_v = compact_v.repeat_interleave(repeat_factor, dim=1) + output[:, :, q_start:q_end, :] = F.scaled_dot_product_attention( + query_states[:, :, q_start:q_end, :], + compact_k, + compact_v, + attn_mask=allowed, + dropout_p=0.0, + is_causal=False, + ) + return output.transpose(1, 2).contiguous() + + +def _compact_layout( + *, + seq_len: int, + q_start: int, + q_end: int, + chunk_size: int, + sliding_chunk_num: int, + group_size: int, + device: torch.device, +) -> Tuple[torch.Tensor, torch.Tensor]: + """Return compact base-KV positions and an additive [Q, meta+base] mask.""" + block = chunk_size + 1 + q_pos = torch.arange(q_start, q_end, device=device, dtype=torch.long) + q_chunk = torch.div(q_pos, block, rounding_mode="floor") + q_offset = q_pos.remainder(block) + q_is_text = q_offset < chunk_size + window_start = torch.clamp(q_chunk - sliding_chunk_num, min=0) + complete_group_count = torch.div(window_start, group_size, rounding_mode="floor") + complete_end = complete_group_count * group_size + + # Only a local interval of original K/V can remain visible. Older history is + # represented exclusively by meta KV, so it is omitted from the compact set. + if bool(q_is_text.any()): + first_chunk = int(complete_end[q_is_text].min().item()) + else: + first_chunk = int(q_chunk.min().item()) + base_start = first_chunk * block + base_pos = torch.arange(base_start, q_end, device=device, dtype=torch.long) + k_chunk = torch.div(base_pos, block, rounding_mode="floor") + k_offset = base_pos.remainder(block) + k_is_text = k_offset < chunk_size + k_is_summary = k_offset == chunk_size + + qc = q_chunk[:, None] + qp = q_pos[:, None] + ws = window_start[:, None] + ce = complete_end[:, None] + kc = k_chunk[None, :] + kp = base_pos[None, :] + kt = k_is_text[None, :] + ks = k_is_summary[None, :] + + text_to_raw = kt & (((kc >= ws) & (kc < qc)) | ((kc == qc) & (kp <= qp))) + text_to_residual = ks & (kc >= ce) & (kc < ws) + summary_to_current = (kc == qc) & (kt | (ks & (kp <= qp))) + base_allowed = torch.where( + q_is_text[:, None], + text_to_raw | text_to_residual, + summary_to_current, + ) + + max_meta = int(complete_group_count[q_is_text].max().item()) if bool(q_is_text.any()) else 0 + if max_meta: + meta_idx = torch.arange(max_meta, device=device, dtype=torch.long) + meta_allowed = q_is_text[:, None] & ( + meta_idx[None, :] < complete_group_count[:, None] + ) + allowed = torch.cat((meta_allowed, base_allowed), dim=1) + else: + meta_idx = torch.empty(0, device=device, dtype=torch.long) + allowed = base_allowed + + return torch.cat((meta_idx, base_pos)), allowed + + +def hierarchical_summary_attention_prefill( + query_states: torch.Tensor, + key_states: torch.Tensor, + value_states: torch.Tensor, + meta_key_states: torch.Tensor, + meta_value_states: torch.Tensor, + *, + chunk_size: int, + sliding_chunk_num: int, + group_size: int, + block_size: int = 512, + mass_correction: bool = True, + return_lse: bool = False, +) -> torch.Tensor | tuple[torch.Tensor, torch.Tensor]: + """Compute hierarchical KSA attention for a batch-uniform prefill. + + Args: + query_states: [batch, query_heads, seq, head_dim] + key_states/value_states: [batch, kv_heads, seq, head_dim] + meta_key_states/meta_value_states: [batch, kv_heads, groups, head_dim] + + Returns: + Attention output in [batch, seq, query_heads, head_dim] layout. When + ``return_lse`` is true, also returns fp32 LSE in [batch, heads, seq]. + """ + if group_size <= 1: + raise ValueError(f"group_size must be greater than one, got {group_size}") + if chunk_size <= 0 or sliding_chunk_num <= 0 or block_size <= 0: + raise ValueError("chunk_size, sliding_chunk_num, and block_size must be positive") + if query_states.ndim != 4 or key_states.ndim != 4 or value_states.ndim != 4: + raise ValueError("query/key/value states must be rank-4 tensors") + + batch, query_heads, seq_len, head_dim = query_states.shape + if key_states.shape[:1] != (batch,) or key_states.shape[2:] != (seq_len, head_dim): + raise ValueError("key_states shape is incompatible with query_states") + if value_states.shape != key_states.shape: + raise ValueError("key_states and value_states must have identical shapes") + kv_heads = key_states.shape[1] + if query_heads % kv_heads: + raise ValueError("query head count must be divisible by KV head count") + if meta_key_states.shape != meta_value_states.shape: + raise ValueError("meta key/value shapes must match") + if meta_key_states.shape[:2] != (batch, kv_heads) or meta_key_states.shape[3] != head_dim: + raise ValueError("meta key/value shape is incompatible with base key/value") + + repeat_factor = query_heads // kv_heads + output = torch.empty_like(query_states) + softmax_lse = ( + torch.empty( + batch, query_heads, seq_len, + dtype=torch.float32, device=query_states.device, + ) + if return_lse else None + ) + log_group_size = math.log(group_size) if mass_correction else 0.0 + + for q_start in range(0, seq_len, block_size): + q_end = min(seq_len, q_start + block_size) + cache_key = ( + seq_len, + q_start, + q_end, + chunk_size, + sliding_chunk_num, + group_size, + device_key(query_states.device), + ) + cached = _LAYOUT_CACHE.get(cache_key) + if cached is None: + packed_pos, allowed = _compact_layout( + seq_len=seq_len, + q_start=q_start, + q_end=q_end, + chunk_size=chunk_size, + sliding_chunk_num=sliding_chunk_num, + group_size=group_size, + device=query_states.device, + ) + _LAYOUT_CACHE[cache_key] = (packed_pos, allowed) + else: + packed_pos, allowed = cached + + # packed_pos stores meta indices first and sequence positions second. + q_pos = torch.arange(q_start, q_end, device=query_states.device) + q_chunk = torch.div(q_pos, chunk_size + 1, rounding_mode="floor") + q_is_text = q_pos.remainder(chunk_size + 1) < chunk_size + window_start = torch.clamp(q_chunk - sliding_chunk_num, min=0) + meta_len = ( + int(torch.div(window_start[q_is_text], group_size, rounding_mode="floor").max().item()) + if bool(q_is_text.any()) + else 0 + ) + meta_idx = packed_pos[:meta_len] + base_pos = packed_pos[meta_len:] + + base_k = key_states[:, :, base_pos, :] + base_v = value_states[:, :, base_pos, :] + if meta_len: + compact_k = torch.cat((meta_key_states[:, :, meta_idx, :], base_k), dim=2) + compact_v = torch.cat((meta_value_states[:, :, meta_idx, :], base_v), dim=2) + else: + compact_k, compact_v = base_k, base_v + if repeat_factor != 1: + compact_k = compact_k.repeat_interleave(repeat_factor, dim=1) + compact_v = compact_v.repeat_interleave(repeat_factor, dim=1) + + additive_mask = torch.full( + allowed.shape, + float("-inf"), + dtype=query_states.dtype, + device=query_states.device, + ) + additive_mask.masked_fill_(allowed, 0.0) + if meta_len and log_group_size: + additive_mask[:, :meta_len].masked_fill_(allowed[:, :meta_len], log_group_size) + + output[:, :, q_start:q_end, :] = F.scaled_dot_product_attention( + query_states[:, :, q_start:q_end, :], + compact_k, + compact_v, + attn_mask=additive_mask, + dropout_p=0.0, + is_causal=False, + ) + if return_lse: + logits = torch.einsum( + "bhqd,bhkd->bhqk", + query_states[:, :, q_start:q_end, :], + compact_k, + ).float() + logits.mul_(head_dim ** -0.5) + logits.add_(additive_mask.float()[None, None]) + softmax_lse[:, :, q_start:q_end] = torch.logsumexp(logits, dim=-1) + + output = output.transpose(1, 2).contiguous() + return (output, softmax_lse) if return_lse else output + + +def device_key(device: torch.device) -> tuple: + return device.type, device.index diff --git a/indexer_step.py b/indexer_step.py new file mode 100644 index 0000000000000000000000000000000000000000..9ac3462575d5cd66ee2bd40dd88400f22ef73dd6 --- /dev/null +++ b/indexer_step.py @@ -0,0 +1,40 @@ +from contextvars import ContextVar +from functools import wraps + +_INDEXER_STEP = ContextVar("indexer_step", default=None) + + +def shared_indexer_step(forward): + @wraps(forward) + def scoped(*args, **kwargs): + token = _INDEXER_STEP.set({"positions": {}, "bounds": {}}) + try: + return forward(*args, **kwargs) + finally: + _INDEXER_STEP.reset(token) + return scoped + + +def shared_indexer_positions(source, kind, factory, *layout): + scope = _INDEXER_STEP.get() + if scope is None: + return factory() + key = (id(source), kind, *layout) + if key not in scope["positions"]: + # Retain the source, so tensor identity cannot be recycled in this step. + scope["positions"][key] = (source, factory()) + return scope["positions"][key][1] + + +def _validated_position_bounds(position_ids): + scope = _INDEXER_STEP.get() + key = id(position_ids) + if scope is not None and key in scope["bounds"]: + return scope["bounds"][key][1] + low = int(position_ids.min()) + if low < 0: + raise ValueError("indexer position IDs must be non-negative") + bounds = (low, int(position_ids.max())) + if scope is not None: + scope["bounds"][key] = (position_ids, bounds) + return bounds diff --git a/kernel/deps/flash_attn/AUTHORS b/kernel/deps/flash_attn/AUTHORS new file mode 100644 index 0000000000000000000000000000000000000000..bc3991c676d70c213a38c43c73ed9e3bd994d402 --- /dev/null +++ b/kernel/deps/flash_attn/AUTHORS @@ -0,0 +1,5 @@ +Tri Dao, tri@tridao.me +Jay Shah +Ted Zadouri +Markus Hoehnerbach +Vijay Thakkar \ No newline at end of file diff --git a/kernel/deps/flash_attn/LICENSE b/kernel/deps/flash_attn/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..5860e4b33f3d9d85fc636137c559331d51783a5b --- /dev/null +++ b/kernel/deps/flash_attn/LICENSE @@ -0,0 +1,29 @@ +BSD 3-Clause License + +Copyright (c) 2022, the respective contributors, as shown by the AUTHORS file. +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +* Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +* Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. diff --git a/kernel/deps/flash_attn/__init__.py b/kernel/deps/flash_attn/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..0234b7fc68cfaf96af38ea3b1c5c87002640bd3f --- /dev/null +++ b/kernel/deps/flash_attn/__init__.py @@ -0,0 +1,4 @@ +"""Bundled FlashAttention CuTe kernels for KSA V2 inference. + +This package does not require the separate FlashAttention 2 extension. +""" diff --git a/kernel/deps/flash_attn/cute/__init__.py b/kernel/deps/flash_attn/cute/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..fbbfc14050ef211e367f8721d32add455ef8786c --- /dev/null +++ b/kernel/deps/flash_attn/cute/__init__.py @@ -0,0 +1,21 @@ +"""Flash Attention CUTE (CUDA Template Engine) implementation.""" + +__version__ = "0.1.0" + +import cutlass.cute as cute + +from .interface import ( + flash_attn_func, + flash_attn_varlen_func, +) + +from flash_attn.cute.cute_dsl_utils import cute_compile_patched + +# Patch cute.compile to optionally dump SASS +cute.compile = cute_compile_patched + + +__all__ = [ + "flash_attn_func", + "flash_attn_varlen_func", +] diff --git a/kernel/deps/flash_attn/cute/ampere_helpers.py b/kernel/deps/flash_attn/cute/ampere_helpers.py new file mode 100644 index 0000000000000000000000000000000000000000..e3072d8ce85ca9c44eb5e7b809d0ceaf1e14170c --- /dev/null +++ b/kernel/deps/flash_attn/cute/ampere_helpers.py @@ -0,0 +1,103 @@ +# Copyright (c) 2025, Tri Dao. +from typing import Type, Callable, Optional + +import cutlass +import cutlass.cute as cute + + +def get_smem_layout_atom(dtype: Type[cutlass.Numeric], k_dim: int) -> cute.ComposedLayout: + dtype_byte = cutlass.const_expr(dtype.width // 8) + bytes_per_row = cutlass.const_expr(k_dim * dtype_byte) + smem_k_block_size = ( + cutlass.const_expr( + 128 + if bytes_per_row % 128 == 0 + else (64 if bytes_per_row % 64 == 0 else (32 if bytes_per_row % 32 == 0 else 16)) + ) + // dtype_byte + ) + swizzle_bits = ( + 4 + if smem_k_block_size == 128 + else (3 if smem_k_block_size == 64 else (2 if smem_k_block_size == 32 else 1)) + ) + swizzle_base = 2 if dtype_byte == 4 else (3 if dtype_byte == 2 else 4) + return cute.make_composed_layout( + cute.make_swizzle(swizzle_bits, swizzle_base, swizzle_base), + 0, + cute.make_ordered_layout( + (8 if cutlass.const_expr(k_dim % 32 == 0) else 16, smem_k_block_size), order=(1, 0) + ), + ) + + +@cute.jit +def gemm( + tiled_mma: cute.TiledMma, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + tCsA: cute.Tensor, + tCsB: cute.Tensor, + smem_thr_copy_A: cute.TiledCopy, + smem_thr_copy_B: cute.TiledCopy, + hook_fn: Optional[Callable] = None, + A_in_regs: cutlass.Constexpr[bool] = False, + B_in_regs: cutlass.Constexpr[bool] = False, + swap_AB: cutlass.Constexpr[bool] = False, +) -> None: + if cutlass.const_expr(swap_AB): + gemm( + tiled_mma, + acc, + tCrB, + tCrA, + tCsB, + tCsA, + smem_thr_copy_B, + smem_thr_copy_A, + hook_fn, + A_in_regs=B_in_regs, + B_in_regs=A_in_regs, + swap_AB=False, + ) + else: + tCrA_copy_view = smem_thr_copy_A.retile(tCrA) + tCrB_copy_view = smem_thr_copy_B.retile(tCrB) + if cutlass.const_expr(not A_in_regs): + cute.copy(smem_thr_copy_A, tCsA[None, None, 0], tCrA_copy_view[None, None, 0]) + if cutlass.const_expr(not B_in_regs): + cute.copy(smem_thr_copy_B, tCsB[None, None, 0], tCrB_copy_view[None, None, 0]) + for k in cutlass.range_constexpr(cute.size(tCsA.shape[2])): + if k < cute.size(tCsA.shape[2]) - 1: + if cutlass.const_expr(not A_in_regs): + cute.copy( + smem_thr_copy_A, tCsA[None, None, k + 1], tCrA_copy_view[None, None, k + 1] + ) + if cutlass.const_expr(not B_in_regs): + cute.copy( + smem_thr_copy_B, tCsB[None, None, k + 1], tCrB_copy_view[None, None, k + 1] + ) + cute.gemm(tiled_mma, acc, tCrA[None, None, k], tCrB[None, None, k], acc) + if cutlass.const_expr(k == 0 and hook_fn is not None): + hook_fn() + + +@cute.jit +def gemm_rs( + tiled_mma: cute.TiledMma, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + tCsB: cute.Tensor, + smem_thr_copy_B: cute.TiledCopy, + hook_fn: Optional[Callable] = None, +) -> None: + tCrB_copy_view = smem_thr_copy_B.retile(tCrB) + cute.copy(smem_thr_copy_B, tCsB[None, None, 0], tCrB_copy_view[None, None, 0]) + for k in cutlass.range_constexpr(cute.size(tCrA.shape[2])): + if cutlass.const_expr(k < cute.size(tCrA.shape[2]) - 1): + cute.copy(smem_thr_copy_B, tCsB[None, None, k + 1], tCrB_copy_view[None, None, k + 1]) + cute.gemm(tiled_mma, acc, tCrA[None, None, k], tCrB[None, None, k], acc) + if cutlass.const_expr(k == 0 and hook_fn is not None): + hook_fn() diff --git a/kernel/deps/flash_attn/cute/barrier.py b/kernel/deps/flash_attn/cute/barrier.py new file mode 100644 index 0000000000000000000000000000000000000000..c999b180167dfa3262d4b8491c6e81c73de2a966 --- /dev/null +++ b/kernel/deps/flash_attn/cute/barrier.py @@ -0,0 +1,71 @@ +import cutlass +import cutlass.cute as cute +from cutlass import Int32 +from cutlass.cutlass_dsl import T, dsl_user_op +from cutlass._mlir.dialects import llvm + + +@dsl_user_op +def ld_acquire(lock_ptr: cute.Pointer, *, loc=None, ip=None) -> cutlass.Int32: + lock_ptr_i64 = lock_ptr.toint(loc=loc, ip=ip).ir_value() + state = llvm.inline_asm( + T.i32(), + [lock_ptr_i64], + "ld.global.acquire.gpu.b32 $0, [$1];", + "=r,l", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + return cutlass.Int32(state) + + +@dsl_user_op +def red_relaxed( + lock_ptr: cute.Pointer, val: cutlass.Constexpr[Int32], *, loc=None, ip=None +) -> None: + lock_ptr_i64 = lock_ptr.toint(loc=loc, ip=ip).ir_value() + llvm.inline_asm( + None, + [lock_ptr_i64, Int32(val).ir_value(loc=loc, ip=ip)], + "red.relaxed.gpu.global.add.s32 [$0], $1;", + "l,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@dsl_user_op +def red_release( + lock_ptr: cute.Pointer, val: cutlass.Constexpr[Int32], *, loc=None, ip=None +) -> None: + lock_ptr_i64 = lock_ptr.toint(loc=loc, ip=ip).ir_value() + llvm.inline_asm( + None, + [lock_ptr_i64, Int32(val).ir_value(loc=loc, ip=ip)], + "red.release.gpu.global.add.s32 [$0], $1;", + "l,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@cute.jit +def wait_eq(lock_ptr: cute.Pointer, thread_idx: int | Int32, flag_offset: int, val: Int32) -> None: + flag_ptr = lock_ptr + flag_offset + if thread_idx == 0: + read_val = Int32(0) + while read_val != val: + read_val = ld_acquire(flag_ptr) + + +@cute.jit +def arrive_inc( + lock_ptr: cute.Pointer, thread_idx: int | Int32, flag_offset: int, val: cutlass.Constexpr[Int32] +) -> None: + flag_ptr = lock_ptr + flag_offset + if thread_idx == 0: + red_release(flag_ptr, val) + # red_relaxed(flag_ptr, val) diff --git a/kernel/deps/flash_attn/cute/blackwell_helpers.py b/kernel/deps/flash_attn/cute/blackwell_helpers.py new file mode 100644 index 0000000000000000000000000000000000000000..e2ff2ccc9ae6e15dfa94fceb81c3b55a57b50a6c --- /dev/null +++ b/kernel/deps/flash_attn/cute/blackwell_helpers.py @@ -0,0 +1,753 @@ +# Copyright (c) 2025, Tri Dao. +from typing import Optional, Tuple + +import cutlass +import cutlass.cute as cute +from cutlass import Int32, Boolean, const_expr +from cutlass.cute.nvgpu import tcgen05 +from cutlass._mlir.dialects import llvm + +import flash_attn.cute.mma_sm100_desc as sm100_desc +from flash_attn.cute.utils import parse_swizzle_from_pointer + + +@cute.jit +def gemm_w_idx( + tiled_mma: cute.TiledMma, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + A_idx: Optional[Int32] = None, + B_idx: Optional[Int32] = None, + zero_init: bool | Boolean = False, + swap_AB: bool = False, +) -> None: + if const_expr(swap_AB): + return gemm_w_idx( + tiled_mma, acc, tCrB, tCrA, B_idx, A_idx, zero_init=zero_init, swap_AB=False + ) + else: + rA = tCrA if const_expr(A_idx is None) else tCrA[None, None, None, A_idx] + rB = tCrB if const_expr(B_idx is None) else tCrB[None, None, None, B_idx] + mma_atom = cute.make_mma_atom(tiled_mma.op) + for k in cutlass.range_constexpr(cute.size(tCrA.shape[2])): + mma_atom.set(tcgen05.Field.ACCUMULATE, not zero_init or k != 0) + cute.gemm(mma_atom, acc, rA[None, None, k], rB[None, None, k], acc) + + +@cute.jit +def gemm_ptx_w_idx( + tiled_mma: cute.TiledMma, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + sA: Optional[cute.Tensor], + sB: cute.Tensor, + A_idx: Optional[Int32] = None, + B_idx: Optional[Int32] = None, + zero_init: bool | Boolean = False, + **kwargs, +) -> None: + rA = tCrA if const_expr(A_idx is None) else tCrA[None, None, None, A_idx] + rB = tCrB if const_expr(B_idx is None) else tCrB[None, None, None, B_idx] + sA_cur = None + if const_expr(sA is not None): + sA_cur = sA if const_expr(A_idx is None) else sA[None, None, None, A_idx] + sB_cur = sB if const_expr(B_idx is None) else sB[None, None, None, B_idx] + mma_atom = cute.make_mma_atom(tiled_mma.op) + acc_tmem_addr = acc.iterator.toint() + gemm_ptx_partial( + mma_atom.op, acc_tmem_addr, rA, rB, sA_cur, sB_cur, zero_init=zero_init, **kwargs + ) + + +@cute.jit +def gemm( + tiled_mma: cute.TiledMma, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + zero_init: bool | Boolean = False, +) -> cute.TiledMma: + for k in cutlass.range_constexpr(cute.size(tCrA.shape[2])): + tiled_mma.set(tcgen05.Field.ACCUMULATE, not zero_init or k != 0) + cute.gemm(tiled_mma, acc, tCrA[None, None, k], tCrB[None, None, k], acc) + return tiled_mma + + +def i64_to_i32x2(i: int) -> Tuple[int, int]: + """Convert a 64-bit integer to a tuple of two 32-bit integers.""" + return i & 0xFFFF_FFFF, (i >> 32) & 0xFFFF_FFFF + + +@cute.jit +def gemm_ptx( + op: cute.nvgpu.tcgen05.mma.MmaOp, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + sA: Optional[cute.Tensor], + sB: cute.Tensor, + zero_init: bool | Boolean = False, +) -> None: + is_ts = op.a_src == cute.nvgpu.tcgen05.OperandSource.TMEM + if const_expr(not is_ts): + assert sA is not None, "sA must be provided when a_src is not TMEM" + sA_layout = sA.layout if sA is not None else None + sB_layout = sB.layout + idesc: int = const_expr(sm100_desc.mma_op_to_idesc(op)) + if const_expr(not is_ts): + sA_swizzle = parse_swizzle_from_pointer(sA.iterator) + smem_desc_base_a: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.a_dtype.width, sA_layout[0]), + sA_swizzle, + sm100_desc.Major.K + if const_expr(op.a_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_a_lo, smem_desc_a_hi = i64_to_i32x2(smem_desc_base_a) + smem_desc_base_a_lo = const_expr(smem_desc_base_a_lo) + smem_desc_a_hi = const_expr(smem_desc_a_hi) + else: + smem_desc_base_a = None + smem_desc_base_a_lo, smem_desc_a_hi = None, None + sB_swizzle = parse_swizzle_from_pointer(sB.iterator) + smem_desc_base_b: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.b_dtype.width, sB_layout[0]), + sB_swizzle, + sm100_desc.Major.K + if const_expr(op.b_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_b_lo, smem_desc_b_hi = i64_to_i32x2(smem_desc_base_b) + smem_desc_base_b_lo = const_expr(smem_desc_base_b_lo) + smem_desc_b_hi = const_expr(smem_desc_b_hi) + + if const_expr(not is_ts): + smem_desc_start_a_lo = Int32(smem_desc_base_a_lo) | sm100_desc.make_smem_desc_start_addr( + sA[None, None, 0].iterator + ) + else: + smem_desc_start_a_lo = None + smem_desc_start_b_lo = Int32(smem_desc_base_b_lo) | sm100_desc.make_smem_desc_start_addr( + sB[None, None, 0].iterator + ) + for k in cutlass.range_constexpr(cute.size(tCrA.shape[2])): + if const_expr(not is_ts): + smem_desc_a_lo = smem_desc_start_a_lo + ( + (cute.crd2idx((0, 0, k), sA_layout) * sA.element_type.width // 8) >> 4 + ) + smem_desc_b_lo = smem_desc_start_b_lo + ( + (cute.crd2idx((0, 0, k), sB_layout) * sB.element_type.width // 8) >> 4 + ) + # with cute.arch.elect_one(): + # cute.printf("smem_desc_a_lo = {}, smem_desc_b_lo = {}", smem_desc_a_lo, smem_desc_b_lo) + # cute.printf("smem_desc_a_lo_correct = {}, smem_desc_b_lo_correct = {}", smem_desc_a_lo_correct, smem_desc_b_lo_correct) + with cute.arch.elect_one(): + if const_expr(not is_ts): + llvm.inline_asm( + None, + [ + acc.iterator.toint().ir_value(), + smem_desc_a_lo.ir_value(), + smem_desc_b_lo.ir_value(), + Int32(not zero_init or k != 0).ir_value(), + ], + "{\n\t" + ".reg .pred p;\n\t" + ".reg .b64 smem_desc_a, smem_desc_b;\n\t" + ".reg .b32 idesc;\n\t" + f"mov.b32 idesc, {hex(idesc)};\n\t" + f"mov.b64 smem_desc_a, {{$1, {hex(smem_desc_a_hi)}}};\n\t" + f"mov.b64 smem_desc_b, {{$2, {hex(smem_desc_b_hi)}}};\n\t" + "setp.ne.b32 p, $3, 0;\n\t" + f"tcgen05.mma.cta_group::1.kind::f16 [$0], smem_desc_a, smem_desc_b, idesc, p;\n\t" + "}\n", + "r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + else: + llvm.inline_asm( + None, + [ + acc.iterator.toint().ir_value(), + tCrA[None, None, k].iterator.toint().ir_value(), + smem_desc_b_lo.ir_value(), + Int32(not zero_init or k != 0).ir_value(), + ], + "{\n\t" + ".reg .pred p;\n\t" + ".reg .b64 smem_desc_b;\n\t" + f"mov.b64 smem_desc_b, {{$2, {hex(smem_desc_b_hi)}}};\n\t" + "setp.ne.b32 p, $3, 0;\n\t" + f"tcgen05.mma.cta_group::1.kind::f16 [$0], [$1], smem_desc_b, {hex(idesc)}, p;\n\t" + "}\n", + "r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@cute.jit +def gemm_ptx_loop( + op: cute.nvgpu.tcgen05.mma.MmaOp, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + sA: Optional[cute.Tensor], + sB: cute.Tensor, + zero_init: bool | Boolean = False, +) -> None: + is_ts = op.a_src == cute.nvgpu.tcgen05.OperandSource.TMEM + if const_expr(not is_ts): + assert sA is not None, "sA must be provided when a_src is not TMEM" + sA_layout = sA.layout if sA is not None else tCrA.layout + sB_layout = sB.layout + idesc: int = const_expr(sm100_desc.mma_op_to_idesc(op)) + if const_expr(not is_ts): + sA_swizzle = parse_swizzle_from_pointer(sA.iterator) + smem_desc_base_a: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.a_dtype.width, sA_layout[0]), + sA_swizzle, + sm100_desc.Major.K + if const_expr(op.a_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_a_lo, smem_desc_a_hi = i64_to_i32x2(smem_desc_base_a) + smem_desc_base_a_lo = const_expr(smem_desc_base_a_lo) + smem_desc_a_hi = const_expr(smem_desc_a_hi) + else: + smem_desc_base_a = None + smem_desc_base_a_lo, smem_desc_a_hi = None, None + sB_swizzle = parse_swizzle_from_pointer(sB.iterator) + smem_desc_base_b: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.b_dtype.width, sB_layout[0]), + sB_swizzle, + sm100_desc.Major.K + if const_expr(op.b_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_b_lo, smem_desc_b_hi = i64_to_i32x2(smem_desc_base_b) + smem_desc_base_b_lo = const_expr(smem_desc_base_b_lo) + smem_desc_b_hi = const_expr(smem_desc_b_hi) + + if const_expr(not is_ts): + offset_a = [ + (cute.crd2idx((0, 0, k), sA_layout) * sA.element_type.width // 8) >> 4 + for k in cutlass.range_constexpr(cute.size(tCrA.shape[2])) + ] + else: + offset_a = [ + cute.crd2idx((0, 0, k), sA_layout) * op.a_dtype.width // 32 + for k in cutlass.range_constexpr(cute.size(tCrA.shape[2])) + ] + offset_a_diff = [ + offset_a[k] - offset_a[k - 1] for k in cutlass.range_constexpr(1, cute.size(tCrA.shape[2])) + ] + offset_b = [ + (cute.crd2idx((0, 0, k), sB_layout) * sB.element_type.width // 8) >> 4 + for k in cutlass.range_constexpr(cute.size(tCrB.shape[2])) + ] + offset_b_diff = [ + offset_b[k] - offset_b[k - 1] for k in cutlass.range_constexpr(1, cute.size(tCrB.shape[2])) + ] + + if const_expr(not is_ts): + smem_desc_start_a_lo = Int32( + smem_desc_base_a_lo | sm100_desc.make_smem_desc_start_addr(sA[None, None, 0].iterator) + ) + else: + smem_desc_start_a_lo = None + smem_desc_start_b_lo = Int32( + smem_desc_base_b_lo | sm100_desc.make_smem_desc_start_addr(sB[None, None, 0].iterator) + ) + pred_str = "p" if isinstance(zero_init, Boolean) else "0" if zero_init else "1" + if const_expr(not is_ts): + llvm.inline_asm( + None, + [ + acc.iterator.toint().ir_value(), + Int32(cute.arch.make_warp_uniform(smem_desc_start_a_lo)).ir_value(), + Int32(cute.arch.make_warp_uniform(smem_desc_start_b_lo)).ir_value(), + Int32(not zero_init).ir_value(), + ], + "{\n\t" + ".reg .pred leader_thread;\n\t" + ".reg .pred p;\n\t" + ".reg .b32 idesc;\n\t" + ".reg .b32 smem_desc_a_lo, smem_desc_b_lo;\n\t" + ".reg .b32 smem_desc_a_hi, smem_desc_b_hi;\n\t" + ".reg .b64 smem_desc_a, smem_desc_b;\n\t" + "elect.sync _|leader_thread, -1;\n\t" + f"mov.b32 idesc, {hex(idesc)};\n\t" + "mov.b32 smem_desc_a_lo, $1;\n\t" + "mov.b32 smem_desc_b_lo, $2;\n\t" + f"mov.b32 smem_desc_a_hi, {hex(smem_desc_a_hi)};\n\t" + f"mov.b32 smem_desc_b_hi, {hex(smem_desc_b_hi)};\n\t" + f"mov.b64 smem_desc_a, {{smem_desc_a_lo, smem_desc_a_hi}};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + "setp.ne.b32 p, $3, 0;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [$0], smem_desc_a, smem_desc_b, idesc, {pred_str};\n\t" + + "".join( + ( + f"add.u32 smem_desc_a_lo, smem_desc_a_lo, {hex(offset_a_diff[k - 1])};\n\t" + f"add.u32 smem_desc_b_lo, smem_desc_b_lo, {hex(offset_b_diff[k - 1])};\n\t" + f"mov.b64 smem_desc_a, {{smem_desc_a_lo, smem_desc_a_hi}};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [$0], smem_desc_a, smem_desc_b, idesc, 1;\n\t" + ) + for k in cutlass.range_constexpr(1, cute.size(tCrA.shape[2])) + ) + + "}\n", + "r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + else: + llvm.inline_asm( + None, + [ + acc.iterator.toint().ir_value(), + Int32(tCrA[None, None, 0].iterator.toint()).ir_value(), + Int32(smem_desc_start_b_lo).ir_value(), + Int32(not zero_init).ir_value(), + ], + "{\n\t" + ".reg .pred leader_thread;\n\t" + ".reg .pred p;\n\t" + ".reg .b32 idesc;\n\t" + ".reg .b32 tmem_a;\n\t" + ".reg .b32 smem_desc_b_lo;\n\t" + ".reg .b32 smem_desc_b_hi;\n\t" + ".reg .b64 smem_desc_b;\n\t" + "elect.sync _|leader_thread, -1;\n\t" + f"mov.b32 idesc, {hex(idesc)};\n\t" + "mov.b32 tmem_a, $1;\n\t" + "mov.b32 smem_desc_b_lo, $2;\n\t" + f"mov.b32 smem_desc_b_hi, {hex(smem_desc_b_hi)};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + "setp.ne.b32 p, $3, 0;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [$0], [tmem_a], smem_desc_b, idesc, {pred_str};\n\t" + + "".join( + ( + # f"add.u32 tmem_a, tmem_a, {hex(offset_a_diff[k - 1])};\n\t" + f"add.u32 smem_desc_b_lo, smem_desc_b_lo, {hex(offset_b_diff[k - 1])};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + # f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [$0], [tmem_a], smem_desc_b, idesc, 1;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [$0], [tmem_a + {hex(offset_a[k])}], smem_desc_b, idesc, 1;\n\t" + ) + for k in cutlass.range_constexpr(1, cute.size(tCrA.shape[2])) + ) + + "}\n", + "r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@cute.jit +def gemm_ptx_partial( + op: cute.nvgpu.tcgen05.mma.MmaOp, + acc_tmem_addr: Int32, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + sA: Optional[cute.Tensor], + sB: cute.Tensor, + mbar_ptr: Optional[cutlass.Pointer] = None, + mbar_phase: Optional[Int32] = None, + zero_init: bool | Boolean = False, + # sA_offset: Int32 = 0, + # acc_offset: Int32 = 0, + tA_addr: Optional[Int32] = None, +) -> None: + # acc_tmem_addr += acc_offset + is_ts = op.a_src == cute.nvgpu.tcgen05.OperandSource.TMEM + if const_expr(not is_ts): + assert sA is not None, "sA must be provided when a_src is not TMEM" + sA_layout = sA.layout if sA is not None else tCrA.layout + sB_layout = sB.layout + idesc: int = const_expr(sm100_desc.mma_op_to_idesc(op)) + if const_expr(not is_ts): + sA_swizzle = parse_swizzle_from_pointer(sA.iterator) + smem_desc_base_a: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.a_dtype.width, sA_layout[0]), + sA_swizzle, + sm100_desc.Major.K + if const_expr(op.a_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_a_lo, smem_desc_a_hi = i64_to_i32x2(smem_desc_base_a) + smem_desc_base_a_lo = const_expr(smem_desc_base_a_lo) + smem_desc_a_hi = const_expr(smem_desc_a_hi) + else: + smem_desc_base_a = None + smem_desc_base_a_lo, smem_desc_a_hi = None, None + sB_swizzle = parse_swizzle_from_pointer(sB.iterator) + smem_desc_base_b: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.b_dtype.width, sB_layout[0]), + sB_swizzle, + sm100_desc.Major.K + if const_expr(op.b_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_b_lo, smem_desc_b_hi = i64_to_i32x2(smem_desc_base_b) + smem_desc_base_b_lo = const_expr(smem_desc_base_b_lo) + smem_desc_b_hi = const_expr(smem_desc_b_hi) + + tCrA_layout = ( + tCrA.layout + if const_expr(not is_ts) + else cute.recast_layout(32, tCrA.element_type.width, tCrA.layout) + ) + offset_a = [cute.crd2idx((0, 0, k), tCrA_layout) for k in range(cute.size(tCrA.shape[2]))] + offset_a_diff = [offset_a[k] - offset_a[k - 1] for k in range(1, cute.size(tCrA.shape[2]))] + offset_b = [cute.crd2idx((0, 0, k), tCrB.layout) for k in range(cute.size(tCrB.shape[2]))] + offset_b_diff = [offset_b[k] - offset_b[k - 1] for k in range(1, cute.size(tCrB.shape[2]))] + + if const_expr(not is_ts): + smem_desc_start_a_lo = Int32( + smem_desc_base_a_lo | sm100_desc.make_smem_desc_start_addr(sA[None, None, 0].iterator) + ) + # ) + sA_offset + else: + smem_desc_start_a_lo = None + smem_desc_start_b_lo = Int32( + smem_desc_base_b_lo | sm100_desc.make_smem_desc_start_addr(sB[None, None, 0].iterator) + ) + pred_str = "p" if isinstance(zero_init, Boolean) else "0" if zero_init else "1" + if const_expr(not is_ts): + assert mbar_ptr is None, "mbar_ptr must be None when a_src is not TMEM" + llvm.inline_asm( + None, + [ + # acc.iterator.toint().ir_value(), + Int32(cute.arch.make_warp_uniform(smem_desc_start_a_lo)).ir_value(), + Int32(cute.arch.make_warp_uniform(smem_desc_start_b_lo)).ir_value(), + Int32(not zero_init).ir_value(), + Int32(cute.arch.make_warp_uniform(acc_tmem_addr)).ir_value(), + ], + "{\n\t" + ".reg .pred leader_thread;\n\t" + ".reg .pred p;\n\t" + ".reg .b32 idesc;\n\t" + ".reg .b32 tmem_acc;\n\t" + ".reg .b32 smem_desc_a_lo_start, smem_desc_b_lo_start;\n\t" + ".reg .b32 smem_desc_a_lo, smem_desc_b_lo;\n\t" + ".reg .b32 smem_desc_a_hi, smem_desc_b_hi;\n\t" + ".reg .b64 smem_desc_a, smem_desc_b;\n\t" + "elect.sync _|leader_thread, -1;\n\t" + f"mov.b32 idesc, {hex(idesc)};\n\t" + # f"mov.b32 tmem_acc, {hex(acc_tmem_addr)};\n\t" + f"mov.b32 tmem_acc, $3;\n\t" + "mov.b32 smem_desc_a_lo_start, $0;\n\t" + "mov.b32 smem_desc_b_lo_start, $1;\n\t" + f"mov.b32 smem_desc_a_hi, {hex(smem_desc_a_hi)};\n\t" + f"mov.b32 smem_desc_b_hi, {hex(smem_desc_b_hi)};\n\t" + f"mov.b64 smem_desc_a, {{smem_desc_a_lo_start, smem_desc_a_hi}};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo_start, smem_desc_b_hi}};\n\t" + "setp.ne.b32 p, $2, 0;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], smem_desc_a, smem_desc_b, idesc, {pred_str};\n\t" + + "".join( + ( + # f"add.u32 smem_desc_a_lo, smem_desc_a_lo, {hex(offset_a_diff[k - 1])};\n\t" + # f"add.u32 smem_desc_b_lo, smem_desc_b_lo, {hex(offset_b_diff[k - 1])};\n\t" + f"add.u32 smem_desc_a_lo, smem_desc_a_lo_start, {hex(offset_a[k])};\n\t" + f"add.u32 smem_desc_b_lo, smem_desc_b_lo_start, {hex(offset_b[k])};\n\t" + f"mov.b64 smem_desc_a, {{smem_desc_a_lo, smem_desc_a_hi}};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], smem_desc_a, smem_desc_b, idesc, 1;\n\t" + ) + for k in range(1, cute.size(tCrA.shape[2])) + ) + + "}\n", + # "r,r,r", + "r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + else: + # For TS gemm, somehow tCrA.iterator.toint() returns 0 no matter what, so we need to + # explicitly pass in the tA_addr for correctness. + tA_addr = tCrA[None, None, 0].iterator.toint() if tA_addr is None else tA_addr + input_args = [ + # Int32(cute.arch.make_warp_uniform(tCrA[None, None, 0].iterator.toint())).ir_value(), + Int32(cute.arch.make_warp_uniform(tA_addr)).ir_value(), + Int32(cute.arch.make_warp_uniform(smem_desc_start_b_lo)).ir_value(), + Int32(not zero_init).ir_value(), + Int32(cute.arch.make_warp_uniform(acc_tmem_addr)).ir_value(), + ] + if const_expr(mbar_ptr is not None): + assert mbar_phase is not None, "mbar_phase must be provided when mbar_ptr is not None" + input_args.append(mbar_ptr.toint().ir_value()) + input_args.append(Int32(mbar_phase).ir_value()) + mbar_wait_str = ( + ".reg .pred P1; \n\t" + "LAB_WAIT: \n\t" + "mbarrier.try_wait.parity.shared::cta.b64 P1, [$4], $5, 10000000; \n\t" + "@P1 bra DONE; \n\t" + "bra LAB_WAIT; \n\t" + "DONE: \n\t" + ) + else: + mbar_wait_str = "" + llvm.inline_asm( + None, + # [ + # # acc.iterator.toint().ir_value(), + # Int32(tCrA[None, None, 0].iterator.toint()).ir_value(), + # Int32(smem_desc_start_b_lo).ir_value(), + # Int32(not zero_init).ir_value(), + # ], + input_args, + "{\n\t" + ".reg .pred leader_thread;\n\t" + ".reg .pred p;\n\t" + ".reg .b32 idesc;\n\t" + ".reg .b32 tmem_acc;\n\t" + ".reg .b32 tmem_a;\n\t" + ".reg .b32 smem_desc_b_lo_start;\n\t" + ".reg .b32 smem_desc_b_lo;\n\t" + ".reg .b32 smem_desc_b_hi;\n\t" + ".reg .b64 smem_desc_b;\n\t" + "elect.sync _|leader_thread, -1;\n\t" + f"mov.b32 idesc, {hex(idesc)};\n\t" + # f"mov.b32 tmem_acc, {hex(acc_tmem_addr)};\n\t" + f"mov.b32 tmem_acc, $3;\n\t" + f"mov.b32 tmem_a, $0;\n\t" + f"mov.b32 smem_desc_b_lo_start, $1;\n\t" + f"mov.b32 smem_desc_b_hi, {hex(smem_desc_b_hi)};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo_start, smem_desc_b_hi}};\n\t" + "setp.ne.b32 p, $2, 0;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], [tmem_a], smem_desc_b, idesc, {pred_str};\n\t" + + "".join( + ( + # f"add.u32 tmem_a, tmem_a, {hex(offset_a_diff[k - 1])};\n\t" + # f"add.u32 smem_desc_b_lo, smem_desc_b_lo, {hex(offset_b_diff[k - 1])};\n\t" + f"add.u32 smem_desc_b_lo, smem_desc_b_lo_start, {hex(offset_b[k])};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + # f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], [tmem_a], smem_desc_b, idesc, 1;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], [tmem_a + {hex(offset_a[k])}], smem_desc_b, idesc, 1;\n\t" + ) + for k in range( + 1, + cute.size(tCrA.shape[2]) + if const_expr(mbar_ptr is None) + else cute.size(tCrA.shape[2]) // 4 * 3, + ) + ) + + mbar_wait_str + + ( + "".join( + ( + f"add.u32 smem_desc_b_lo, smem_desc_b_lo, {hex(offset_b_diff[k - 1])};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], [tmem_a + {hex(offset_a[k])}], smem_desc_b, idesc, 1;\n\t" + ) + for k in range(cute.size(tCrA.shape[2]) // 4 * 3, cute.size(tCrA.shape[2])) + ) + if const_expr(mbar_ptr is not None) + else "" + ) + + "}\n", + "r,r,r,r" if const_expr(mbar_ptr is None) else "r,r,r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@cute.jit +def gemm_ptx_partial1( + op: cute.nvgpu.tcgen05.mma.MmaOp, + acc_tmem_addr: cutlass.Constexpr[int], + tCrA: cute.Tensor, + tCrB: cute.Tensor, + sA_base_addr_for_desc: Int32, + sA_addr_offset_for_desc: cutlass.Constexpr[int], + sA_stage: Int32, + sB_base_addr_for_desc: Int32, + sB_addr_offset_for_desc: cutlass.Constexpr[int], + sB_stage: Int32, + sA_layout: Optional[cute.Layout], + sB_layout: Optional[cute.Layout], + sA_swizzle: Optional[cute.Swizzle], + sB_swizzle: cute.Swizzle, + zero_init: bool | Boolean = False, +) -> None: + is_ts = op.a_src == cute.nvgpu.tcgen05.OperandSource.TMEM + if const_expr(not is_ts): + assert sA_layout is not None, "sA_layout must be provided when a_src is not TMEM" + assert sA_swizzle is not None, "sA_swizzle must be provided when a_src is not TMEM" + idesc: int = const_expr(sm100_desc.mma_op_to_idesc(op)) + if const_expr(not is_ts): + smem_desc_base_a: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.a_dtype.width, sA_layout[0]), + sA_swizzle, + sm100_desc.Major.K + if const_expr(op.a_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_a_lo, smem_desc_a_hi = i64_to_i32x2(smem_desc_base_a) + smem_desc_base_a_lo = const_expr(smem_desc_base_a_lo) + smem_desc_a_hi = const_expr(smem_desc_a_hi) + else: + smem_desc_base_a = None + smem_desc_base_a_lo, smem_desc_a_hi = None, None + smem_desc_base_b: int = const_expr( + sm100_desc.make_smem_desc_base( + cute.recast_layout(128, op.b_dtype.width, sB_layout[0]), + sB_swizzle, + sm100_desc.Major.K + if const_expr(op.b_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K) + else sm100_desc.Major.MN, + ) + ) + smem_desc_base_b_lo, smem_desc_b_hi = i64_to_i32x2(smem_desc_base_b) + smem_desc_base_b_lo = const_expr(smem_desc_base_b_lo) + smem_desc_b_hi = const_expr(smem_desc_b_hi) + mask = [Int32(0)] * 4 + + if const_expr(not is_ts): + offset_a = [ + (cute.crd2idx((0, 0, k), sA_layout) * op.a_dtype.width // 8) >> 4 + for k in range(cute.size(tCrA.shape[2])) + ] + else: + offset_a = [ + cute.crd2idx((0, 0, k), sA_layout) * op.a_dtype.width // 32 + for k in range(cute.size(tCrA.shape[2])) + ] + offset_a_diff = [offset_a[k] - offset_a[k - 1] for k in range(1, cute.size(tCrA.shape[2]))] + offset_b = [ + (cute.crd2idx((0, 0, k), sB_layout) * op.b_dtype.width // 8) >> 4 + for k in range(cute.size(tCrB.shape[2])) + ] + offset_b_diff = [offset_b[k] - offset_b[k - 1] for k in range(1, cute.size(tCrB.shape[2]))] + + if const_expr(not is_ts): + # smem_desc_start_a_lo = Int32(smem_desc_base_a_lo | sm100_desc.make_smem_desc_start_addr(sA[None, None, 0].iterator)) + smem_desc_start_a_lo = const_expr(smem_desc_base_a_lo) + else: + smem_desc_start_a_lo = None + # smem_desc_start_b_lo = Int32(smem_desc_base_b_lo | sm100_desc.make_smem_desc_start_addr(sB[None, None, 0].iterator)) + smem_desc_start_b_lo = const_expr(smem_desc_base_b_lo) + pred_str = "p" if isinstance(zero_init, Boolean) else "0" if zero_init else "1" + if const_expr(not is_ts): + llvm.inline_asm( + None, + [ + # acc.iterator.toint().ir_value(), + # Int32(cute.arch.make_warp_uniform(smem_desc_start_a_lo)).ir_value(), + Int32(sA_base_addr_for_desc).ir_value(), + Int32(sA_stage).ir_value(), + # Int32(cute.arch.make_warp_uniform(smem_desc_start_b_lo)).ir_value(), + Int32(sB_base_addr_for_desc).ir_value(), + Int32(sB_stage).ir_value(), + Int32(not zero_init).ir_value(), + mask[0].ir_value(), + mask[1].ir_value(), + mask[2].ir_value(), + mask[3].ir_value(), + ], + "{\n\t" + ".reg .pred leader_thread;\n\t" + ".reg .pred p;\n\t" + ".reg .b32 idesc;\n\t" + ".reg .b32 tmem_acc;\n\t" + ".reg .b32 smem_desc_a_lo, smem_desc_b_lo;\n\t" + ".reg .b32 smem_desc_a_hi, smem_desc_b_hi;\n\t" + ".reg .b64 smem_desc_a, smem_desc_b;\n\t" + "elect.sync _|leader_thread, -1;\n\t" + f"mov.b32 idesc, {hex(idesc)};\n\t" + f"mov.b32 tmem_acc, {hex(acc_tmem_addr)};\n\t" + # "mov.b32 smem_desc_a_lo, $0;\n\t" + # f"add.u32 smem_desc_a_lo, $0, {hex(smem_desc_start_a_lo)};\n\t" + f"mad.lo.u32 smem_desc_a_lo, $1, {hex(sA_addr_offset_for_desc)}, $0;\n\t" + # "mov.b32 smem_desc_b_lo, $2;\n\t" + f"mad.lo.u32 smem_desc_b_lo, $3, {hex(sB_addr_offset_for_desc)}, $2;\n\t" + f"mov.b32 smem_desc_a_hi, {hex(smem_desc_a_hi)};\n\t" + f"mov.b32 smem_desc_b_hi, {hex(smem_desc_b_hi)};\n\t" + f"mov.b64 smem_desc_a, {{smem_desc_a_lo, smem_desc_a_hi}};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + "setp.ne.b32 p, $4, 0;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], smem_desc_a, smem_desc_b, idesc, {{$5, $6, $7, $8}}, {pred_str};\n\t" + + "".join( + ( + f"add.u32 smem_desc_a_lo, smem_desc_a_lo, {hex(offset_a_diff[k - 1])};\n\t" + f"add.u32 smem_desc_b_lo, smem_desc_b_lo, {hex(offset_b_diff[k - 1])};\n\t" + f"mov.b64 smem_desc_a, {{smem_desc_a_lo, smem_desc_a_hi}};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [tmem_acc], smem_desc_a, smem_desc_b, idesc, {{$5, $6, $7, $8}}, 1;\n\t" + ) + for k in range(1, cute.size(tCrA.shape[2])) + ) + + "}\n", + "r,r,r,r,r,r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + else: + llvm.inline_asm( + None, + [ + # acc.iterator.toint().ir_value(), + Int32(tCrA[None, None, 0].iterator.toint()).ir_value(), + Int32(smem_desc_start_b_lo).ir_value(), + Int32(not zero_init).ir_value(), + mask[0].ir_value(), + mask[1].ir_value(), + mask[2].ir_value(), + mask[3].ir_value(), + ], + "{\n\t" + ".reg .pred leader_thread;\n\t" + ".reg .pred p;\n\t" + ".reg .b32 idesc;\n\t" + ".reg .b32 tmem_a;\n\t" + ".reg .b32 smem_desc_b_lo;\n\t" + ".reg .b32 smem_desc_b_hi;\n\t" + ".reg .b64 smem_desc_b;\n\t" + "elect.sync _|leader_thread, -1;\n\t" + f"mov.b32 idesc, {hex(idesc)};\n\t" + f"mov.b32 tmem_a, $1;\n\t" + f"mov.b32 smem_desc_b_lo, $2;\n\t" + f"mov.b32 smem_desc_b_hi, {hex(smem_desc_b_hi)};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + "setp.ne.b32 p, $3, 0;\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [$0], [tmem_a], smem_desc_b, idesc, {{$4, $5, $6, $7}}, {pred_str};\n\t" + + "".join( + ( + f"add.u32 tmem_a, tmem_a, {hex(offset_a_diff[k - 1])};\n\t" + f"add.u32 smem_desc_b_lo, smem_desc_b_lo, {hex(offset_b_diff[k - 1])};\n\t" + f"mov.b64 smem_desc_b, {{smem_desc_b_lo, smem_desc_b_hi}};\n\t" + f"@leader_thread tcgen05.mma.cta_group::1.kind::f16 [$0], [tmem_a], smem_desc_b, idesc, {{$4, $5, $6, $7}}, 1;\n\t" + ) + for k in range(1, cute.size(tCrA.shape[2])) + ) + + "}\n", + "r,r,r,r,r,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) diff --git a/kernel/deps/flash_attn/cute/block_info.py b/kernel/deps/flash_attn/cute/block_info.py new file mode 100644 index 0000000000000000000000000000000000000000..be13e70f8921844e76d3fe8347011f00b2be1ffa --- /dev/null +++ b/kernel/deps/flash_attn/cute/block_info.py @@ -0,0 +1,108 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. +from typing import Tuple, Optional +from dataclasses import dataclass + +import cutlass +import cutlass.cute as cute +from cutlass import Int32, const_expr + +from flash_attn.cute.seqlen_info import SeqlenInfoQK + + +@dataclass(frozen=True) +class BlockInfo: + tile_m: cutlass.Constexpr[int] + tile_n: cutlass.Constexpr[int] + is_causal: cutlass.Constexpr[bool] + is_local: cutlass.Constexpr[bool] = False + is_split_kv: cutlass.Constexpr[bool] = False + window_size_left: Optional[Int32] = None + window_size_right: Optional[Int32] = None + qhead_per_kvhead_packgqa: cutlass.Constexpr[int] = 1 + + @cute.jit + def get_n_block_min_max( + self, + seqlen_info: SeqlenInfoQK, + m_block: Int32, + split_idx: cutlass.Int32 = 0, + num_splits: cutlass.Int32 = 1, + ) -> Tuple[Int32, Int32]: + n_block_max = cute.ceil_div(seqlen_info.seqlen_k, self.tile_n) + if const_expr(self.is_causal or (self.is_local and self.window_size_right is not None)): + m_idx_max = (m_block + 1) * self.tile_m + if const_expr(self.qhead_per_kvhead_packgqa > 1): + m_idx_max = cute.ceil_div(m_idx_max, self.qhead_per_kvhead_packgqa) + n_idx = m_idx_max + seqlen_info.seqlen_k - seqlen_info.seqlen_q + n_idx_right = n_idx if const_expr(self.is_causal) else n_idx + self.window_size_right + n_block_max = min(n_block_max, cute.ceil_div(n_idx_right, self.tile_n)) + n_block_min = 0 + if const_expr(self.is_local and self.window_size_left is not None): + m_idx_min = m_block * self.tile_m + if const_expr(self.qhead_per_kvhead_packgqa > 1): + m_idx_min = m_idx_min // self.qhead_per_kvhead_packgqa + n_idx = m_idx_min + seqlen_info.seqlen_k - seqlen_info.seqlen_q + n_idx_left = n_idx - self.window_size_left + n_block_min = cutlass.max(n_idx_left // self.tile_n, 0) + if cutlass.const_expr(self.is_split_kv): + num_n_blocks_per_split = ( + cutlass.Int32(0) + if n_block_max <= n_block_min + else (n_block_max - n_block_min + num_splits - 1) // num_splits + ) + n_block_min = n_block_min + split_idx * num_n_blocks_per_split + n_block_max = cutlass.min(n_block_min + num_n_blocks_per_split, n_block_max) + return n_block_min, n_block_max + + @cute.jit + def get_m_block_min_max(self, seqlen_info: SeqlenInfoQK, n_block: Int32) -> Tuple[Int32, Int32]: + m_block_max = cute.ceil_div(seqlen_info.seqlen_q, self.tile_m) + m_block_min = 0 + if const_expr(self.is_causal or (self.is_local and self.window_size_right is not None)): + n_idx_min = n_block * self.tile_n + m_idx = n_idx_min + seqlen_info.seqlen_q - seqlen_info.seqlen_k + m_idx_right = m_idx if const_expr(self.is_causal) else m_idx - self.window_size_right + m_block_min = max(m_block_min, m_idx_right // self.tile_m) + if const_expr(self.is_local and self.window_size_left is not None): + n_idx_max = (n_block + 1) * self.tile_n + m_idx = n_idx_max + seqlen_info.seqlen_q - seqlen_info.seqlen_k + m_idx_left = m_idx + self.window_size_left + m_block_max = min(m_block_max, cute.ceil_div(m_idx_left, self.tile_m)) + return m_block_min, m_block_max + + @cute.jit + def get_n_block_min_causal_local_mask( + self, + seqlen_info: SeqlenInfoQK, + m_block: Int32, + n_block_min: Int32, + ) -> Int32: + """If we have separate iterations with causal or local masking at the start, where do we stop""" + m_idx_min = m_block * self.tile_m + if const_expr(self.qhead_per_kvhead_packgqa > 1): + m_idx_min = m_idx_min // self.qhead_per_kvhead_packgqa + n_idx = m_idx_min + seqlen_info.seqlen_k - seqlen_info.seqlen_q + n_idx_right = ( + n_idx + if const_expr(not self.is_local or self.window_size_right is None) + else n_idx + self.window_size_right + ) + return cutlass.max(n_block_min, n_idx_right // self.tile_n) + + @cute.jit + def get_n_block_min_before_local_mask( + self, + seqlen_info: SeqlenInfoQK, + m_block: Int32, + n_block_min: Int32, + ) -> Int32: + """If we have separate iterations with local masking at the end, where do we stop the non-masked iterations""" + if const_expr(not self.is_local or self.window_size_left is None): + return n_block_min + else: + m_idx_max = (m_block + 1) * self.tile_m + if const_expr(self.qhead_per_kvhead_packgqa > 1): + m_idx_max = cute.ceil_div(m_idx_max, self.qhead_per_kvhead_packgqa) + n_idx = m_idx_max + seqlen_info.seqlen_k - seqlen_info.seqlen_q + n_idx_left = n_idx - self.window_size_left + return cutlass.max(n_block_min, cute.ceil_div(n_idx_left, self.tile_n)) diff --git a/kernel/deps/flash_attn/cute/block_sparse_utils.py b/kernel/deps/flash_attn/cute/block_sparse_utils.py new file mode 100644 index 0000000000000000000000000000000000000000..898a05aa728dd750c8b9b10a97ec40c4f56728ce --- /dev/null +++ b/kernel/deps/flash_attn/cute/block_sparse_utils.py @@ -0,0 +1,1448 @@ +""" +Block-sparse runtime utilities for CUTE DSL kernels. + +This module contains runtime execution functions for block-sparse attention kernels. +These utilities are used by CUTE DSL kernels to produce and consume block-sparse loads. +""" + +from typing import Callable, Optional +from functools import partial +import math +import cutlass +import cutlass.cute as cute +from cutlass import Float32, Int32, const_expr + +# Import data structures from block_sparsity +from flash_attn.cute.block_sparsity import BlockSparseTensors +from flash_attn.cute import utils +from flash_attn.cute import copy_utils +from flash_attn.cute.named_barrier import NamedBarrierBwd + + +@cute.jit +def load_block_list( + block_indices: cute.Tensor, + block_count, + load_q_with_first: cutlass.Constexpr, + first_block_preloaded: cutlass.Constexpr, + kv_producer_state, + load_Q, + load_K, + load_V, + pipeline_k, + pipeline_v, + use_tma_q: cutlass.Constexpr, + tma_q_bytes: cutlass.Constexpr, + intra_wg_overlap: cutlass.Constexpr, +): + """Iterate over the sparse blocks and load K, V (and Q) into the pipeline. + for the intra_wg_overlap case, we overlap the loads of K and V. And this + means we need to pipeline the last V load from the partial block case, + with the loads for the full blocks. Set first_block_preloaded when the + caller has already issued the first K load for the list. + + Note: + we iterate along the block_n indices in reverse. + + Returns: + Updated kv_producer_state after processing the block list. + + """ + if block_count > 0: + if const_expr(not intra_wg_overlap): + # Peel first iteration: the first block may need to load Q alongside K, + # Parameters are already Constexpr, so no need to wrap in const_expr() + n_block_first = block_indices[block_count - 1] + extra_tx = tma_q_bytes if const_expr(load_q_with_first) and const_expr(use_tma_q) else 0 + pipeline_k.producer_acquire(kv_producer_state, extra_tx_count=extra_tx) + + if const_expr(load_q_with_first and use_tma_q): + load_Q(tma_bar_ptr=pipeline_k.producer_get_barrier(kv_producer_state)) + + load_K(src_idx=n_block_first, producer_state=kv_producer_state) + pipeline_v.producer_acquire(kv_producer_state) + load_V(src_idx=n_block_first, producer_state=kv_producer_state) + kv_producer_state.advance() + + for offset in cutlass.range(1, block_count): + n_block = block_indices[block_count - 1 - offset] + pipeline_k.producer_acquire(kv_producer_state) + load_K(src_idx=n_block, producer_state=kv_producer_state) + pipeline_v.producer_acquire(kv_producer_state) + load_V(src_idx=n_block, producer_state=kv_producer_state) + kv_producer_state.advance() + else: + n_block_first = block_indices[block_count - 1] + if const_expr(not first_block_preloaded): + extra_tx = ( + tma_q_bytes if const_expr(load_q_with_first) and const_expr(use_tma_q) else 0 + ) + pipeline_k.producer_acquire(kv_producer_state, extra_tx_count=extra_tx) + + if const_expr(load_q_with_first and use_tma_q): + load_Q(tma_bar_ptr=pipeline_k.producer_get_barrier(kv_producer_state)) + + load_K(src_idx=n_block_first, producer_state=kv_producer_state) + + for idx in cutlass.range(block_count - 1, unroll=1): + n_block_prev = block_indices[block_count - 1 - idx] + n_block = block_indices[block_count - 2 - idx] + kv_producer_state_prev = kv_producer_state.clone() + kv_producer_state.advance() + pipeline_k.producer_acquire(kv_producer_state) + load_K(src_idx=n_block, producer_state=kv_producer_state) + pipeline_v.producer_acquire(kv_producer_state_prev) + load_V(src_idx=n_block_prev, producer_state=kv_producer_state_prev) + + return kv_producer_state + + +@cute.jit +def finish_overlap_v_load( + block_indices: cute.Tensor, + block_count, + load_V, + pipeline_v, + kv_producer_state, +): + """Load the final V block after overlapped K/V loads.""" + if block_count > 0: + n_block_last = block_indices[0] + pipeline_v.producer_acquire(kv_producer_state) + load_V(src_idx=n_block_last, producer_state=kv_producer_state) + kv_producer_state.advance() + + return kv_producer_state + + +@cute.jit +def sparse_tensor_m_block( + m_block, + qhead_per_kvhead: cutlass.Constexpr[int], + q_subtile_factor: cutlass.Constexpr[int], +): + """Map packed m_block indices to block-sparse tensor indices.""" + block = m_block + if const_expr(qhead_per_kvhead != 1): + block = block // qhead_per_kvhead + if const_expr(q_subtile_factor != 1): + block = block // q_subtile_factor + return block + + +@cute.jit +def produce_block_sparse_loads( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + m_block, + kv_producer_state, + load_Q, + load_K, + load_V, + pipeline_k, + pipeline_v, + use_tma_q: cutlass.Constexpr, + tma_q_bytes: cutlass.Constexpr, + intra_wg_overlap: cutlass.Constexpr, + qhead_per_kvhead: cutlass.Constexpr[int] = 1, + q_subtile_factor: cutlass.Constexpr[int] = 1, +): + """Iterate over the mask and full block lists for a single tile. + + The masked (partial) list may leave the last V load pending when intra-warp-group + overlap is enabled. The first full block must consume that pending V while + issuing its own K load on the next pipeline stage. + + In the intra-wg-overlap path, the last masked block leaves its V copy in flight + while we advance the producer state to start the next full K. Either the full list + overlaps that pending V load, or, if no full blocks exist, we explicitly drain it. + + Args: + qhead_per_kvhead: Pack-GQA factor. When > 1, m_block is in packed space and + must be converted to unpacked for sparse tensor indexing. + """ + + mask_block_cnt, mask_block_idx, full_block_cnt, full_block_idx = blocksparse_tensors + + m_block_sparse = sparse_tensor_m_block(m_block, qhead_per_kvhead, q_subtile_factor) + + curr_mask_block_cnt = mask_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_mask_block_idx = mask_block_idx[batch_idx, head_idx, m_block_sparse, None] + + if const_expr(full_block_cnt is not None): + curr_full_block_cnt = full_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_full_block_idx = full_block_idx[batch_idx, head_idx, m_block_sparse, None] + else: + curr_full_block_cnt = Int32(0) + curr_full_block_idx = None + + mask_empty = curr_mask_block_cnt == 0 + full_empty = curr_full_block_cnt == 0 + + if mask_empty: + # No masked blocks: the full list owns the initial Q+K load. + kv_producer_state = load_block_list( + curr_full_block_idx, + curr_full_block_cnt, + load_q_with_first=True, + first_block_preloaded=False, + kv_producer_state=kv_producer_state, + load_Q=load_Q, + load_K=load_K, + load_V=load_V, + pipeline_k=pipeline_k, + pipeline_v=pipeline_v, + use_tma_q=use_tma_q, + tma_q_bytes=tma_q_bytes, + intra_wg_overlap=intra_wg_overlap, + ) + + if const_expr(intra_wg_overlap) and curr_full_block_cnt > 0: + kv_producer_state = finish_overlap_v_load( + curr_full_block_idx, + curr_full_block_cnt, + load_V, + pipeline_v, + kv_producer_state, + ) + else: + # Masked blocks present: load Q together with the first masked K so consumers can + # start immediately. When overlap is disabled this fully drains the list. + kv_producer_state = load_block_list( + curr_mask_block_idx, + curr_mask_block_cnt, + load_q_with_first=True, + first_block_preloaded=False, + kv_producer_state=kv_producer_state, + load_Q=load_Q, + load_K=load_K, + load_V=load_V, + pipeline_k=pipeline_k, + pipeline_v=pipeline_v, + use_tma_q=use_tma_q, + tma_q_bytes=tma_q_bytes, + intra_wg_overlap=intra_wg_overlap, + ) + + if full_empty: + if const_expr(intra_wg_overlap): + kv_producer_state = finish_overlap_v_load( + curr_mask_block_idx, + curr_mask_block_cnt, + load_V, + pipeline_v, + kv_producer_state, + ) + else: + if const_expr(intra_wg_overlap): + # Bridge the masked list to the full list by overlapping the pending masked V + # with the first full K load. + n_block_mask_last = curr_mask_block_idx[0] + n_block_full_first = curr_full_block_idx[curr_full_block_cnt - 1] + kv_producer_state_prev = kv_producer_state.clone() + kv_producer_state.advance() + pipeline_k.producer_acquire(kv_producer_state) + load_K(src_idx=n_block_full_first, producer_state=kv_producer_state) + pipeline_v.producer_acquire(kv_producer_state_prev) + load_V(src_idx=n_block_mask_last, producer_state=kv_producer_state_prev) + + kv_producer_state = load_block_list( + curr_full_block_idx, + curr_full_block_cnt, + load_q_with_first=False, + first_block_preloaded=True, + kv_producer_state=kv_producer_state, + load_Q=load_Q, + load_K=load_K, + load_V=load_V, + pipeline_k=pipeline_k, + pipeline_v=pipeline_v, + use_tma_q=use_tma_q, + tma_q_bytes=tma_q_bytes, + intra_wg_overlap=intra_wg_overlap, + ) + + kv_producer_state = finish_overlap_v_load( + curr_full_block_idx, + curr_full_block_cnt, + load_V, + pipeline_v, + kv_producer_state, + ) + else: + # Non-overlap path with both lists: run the full list normally (skipping the Q + # reload because the masked list already issued it). + kv_producer_state = load_block_list( + curr_full_block_idx, + curr_full_block_cnt, + load_q_with_first=False, + first_block_preloaded=False, + kv_producer_state=kv_producer_state, + load_Q=load_Q, + load_K=load_K, + load_V=load_V, + pipeline_k=pipeline_k, + pipeline_v=pipeline_v, + use_tma_q=use_tma_q, + tma_q_bytes=tma_q_bytes, + intra_wg_overlap=intra_wg_overlap, + ) + + return kv_producer_state + + +@cute.jit +def consume_block_sparse_loads( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + m_block, + seqlen, + kv_consumer_state, + mma_pv_fn, + mma_one_n_block, + process_first_half_block, + process_last_half_block, + mask_fn, + score_mod_fn, + O_should_accumulate, + mask_mod, + fastdiv_mods, + intra_wg_overlap: cutlass.Constexpr, + warp_scheduler_barrier_sync: Callable, + warp_scheduler_barrier_arrive: Callable, + qhead_per_kvhead: cutlass.Constexpr[int] = 1, + q_subtile_factor: cutlass.Constexpr[int] = 1, +): + """Consume the mask and full block lists for a single tile on the consumer side. + + Mirrors `produce_block_sparse_loads` so that the consumer pipeline uses + the same sparse tensor indexing. + + Args: + qhead_per_kvhead: Pack-GQA factor. When > 1, m_block is in packed space and + must be converted to unpacked for sparse tensor indexing. + """ + + mask_block_cnt, mask_block_idx, full_block_cnt, full_block_idx = blocksparse_tensors + + m_block_sparse = sparse_tensor_m_block(m_block, qhead_per_kvhead, q_subtile_factor) + + curr_mask_block_cnt = mask_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_mask_block_idx = mask_block_idx[batch_idx, head_idx, m_block_sparse, None] + curr_full_block_cnt = full_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_full_block_idx = full_block_idx[batch_idx, head_idx, m_block_sparse, None] + + processed_any = curr_mask_block_cnt + curr_full_block_cnt > 0 + + if const_expr(not intra_wg_overlap): + if curr_mask_block_cnt > 0: + mask_n_block = curr_mask_block_idx[curr_mask_block_cnt - 1] + warp_scheduler_barrier_sync() + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=mask_n_block, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial( + mask_fn, + mask_mod=mask_mod, + mask_seqlen=True, + fastdiv_mods=fastdiv_mods if cutlass.const_expr(mask_mod is not None) else None, + ), + is_first_n_block=True, + ) + O_should_accumulate = True + for i in cutlass.range(1, curr_mask_block_cnt): + mask_n_block = curr_mask_block_idx[curr_mask_block_cnt - 1 - i] + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=mask_n_block, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=mask_mod, mask_seqlen=False), + is_first_n_block=False, + ) + O_should_accumulate = True + if curr_full_block_cnt == 0: + warp_scheduler_barrier_arrive() + + if curr_full_block_cnt > 0: + full_n_block = curr_full_block_idx[curr_full_block_cnt - 1] + if curr_mask_block_cnt == 0: + warp_scheduler_barrier_sync() + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=full_n_block, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_seqlen=True), + is_first_n_block=True, + ) + O_should_accumulate = True + for i in cutlass.range(1, curr_full_block_cnt): + full_n_block = curr_full_block_idx[curr_full_block_cnt - 1 - i] + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=full_n_block, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_seqlen=False), + is_first_n_block=False, + ) + O_should_accumulate = True + else: + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=full_n_block, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=None, mask_seqlen=True), + is_first_n_block=False, + ) + O_should_accumulate = True + for i in cutlass.range(1, curr_full_block_cnt): + full_n_block = curr_full_block_idx[curr_full_block_cnt - 1 - i] + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=full_n_block, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=None, mask_seqlen=False), + is_first_n_block=False, + ) + O_should_accumulate = True + warp_scheduler_barrier_arrive() + else: + if curr_mask_block_cnt > 0: + mask_n_block = curr_mask_block_idx[curr_mask_block_cnt - 1] + kv_consumer_state = process_first_half_block( + n_block=mask_n_block, + seqlen=seqlen, + kv_consumer_state=kv_consumer_state, + mask_fn=partial( + mask_fn, + mask_mod=mask_mod, + mask_seqlen=True, + fastdiv_mods=fastdiv_mods if cutlass.const_expr(mask_mod is not None) else None, + ), + score_mod_fn=score_mod_fn, + is_first_block=True, + ) + for i in cutlass.range(1, curr_mask_block_cnt): + mask_n_block = curr_mask_block_idx[curr_mask_block_cnt - 1 - i] + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=mask_n_block, + seqlen=seqlen, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=mask_mod, mask_seqlen=False), + ) + O_should_accumulate = True + + if curr_full_block_cnt > 0: + full_n_block = curr_full_block_idx[curr_full_block_cnt - 1] + if curr_mask_block_cnt == 0: + kv_consumer_state = process_first_half_block( + n_block=full_n_block, + seqlen=seqlen, + kv_consumer_state=kv_consumer_state, + mask_fn=partial(mask_fn, mask_mod=None, mask_seqlen=True), + score_mod_fn=score_mod_fn, + is_first_block=True, + ) + else: + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=full_n_block, + seqlen=seqlen, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=None, mask_seqlen=True), + ) + O_should_accumulate = True + for i in cutlass.range(1, curr_full_block_cnt): + full_n_block = curr_full_block_idx[curr_full_block_cnt - 1 - i] + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=full_n_block, + seqlen=seqlen, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=None, mask_seqlen=False), + ) + O_should_accumulate = True + + if curr_mask_block_cnt + curr_full_block_cnt > 0: + kv_consumer_state = process_last_half_block( + kv_consumer_state=kv_consumer_state, + zero_init=not O_should_accumulate, + ) + O_should_accumulate = True + + return kv_consumer_state, O_should_accumulate, processed_any + + +@cute.jit +def load_block_list_sm100( + block_indices: cute.Tensor, + block_count, + load_q_with_first: cutlass.Constexpr, + m_block, + q_stage: cutlass.Constexpr, + kv_producer_state, + load_Q, + load_K, + load_V, + pipeline_kv, +): + """SM100 version of load_block_list (no intra_wg_overlap, no extra_tx_count).""" + if block_count > 0: + # First iteration: load Q alongside K if requested + n_block_first = block_indices[block_count - 1] + + if const_expr(load_q_with_first): + # SM100 loads Q0 and optionally Q1 + load_Q(block=q_stage * m_block + 0, stage=0) + if const_expr(q_stage == 2): + load_Q(block=q_stage * m_block + 1, stage=1) + + # SM100 doesn't use producer_acquire for pipeline_kv in load path + # The pipeline barriers are handled inside load_KV + load_K(block=n_block_first, producer_state=kv_producer_state, page_idx=None) + kv_producer_state.advance() + load_V(block=n_block_first, producer_state=kv_producer_state, page_idx=None) + kv_producer_state.advance() + + # Remaining blocks + for offset in cutlass.range(1, block_count): + n_block = block_indices[block_count - 1 - offset] + load_K(block=n_block, producer_state=kv_producer_state, page_idx=None) + kv_producer_state.advance() + load_V(block=n_block, producer_state=kv_producer_state, page_idx=None) + kv_producer_state.advance() + + return kv_producer_state + + +# SM100-specific tile processor using SM100 helpers +@cute.jit +def produce_block_sparse_loads_sm100( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + m_block, + kv_producer_state, + load_Q, + load_K, + load_V, + pipeline_kv, + q_stage: cutlass.Constexpr, + q_producer_phase: Int32, + qhead_per_kvhead: cutlass.Constexpr, + q_subtile_factor: cutlass.Constexpr, +): + """SM100 entry point for sparse block iteration. + + SM100 uses PipelineTmaUmma which doesn't support extra_tx_count, so we use + simplified block processing that just calls producer_acquire without extras. + + Args: + m_block: which tile of m we are processing + qhead_per_kvhead: Constexpr pack factor + """ + m_block_sparse = sparse_tensor_m_block(m_block, qhead_per_kvhead, q_subtile_factor) + + mask_block_cnt, mask_block_idx, full_block_cnt, full_block_idx = blocksparse_tensors + + curr_mask_block_cnt = mask_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_mask_block_idx = mask_block_idx[batch_idx, head_idx, m_block_sparse, None] + + if const_expr(full_block_cnt is not None): + curr_full_block_cnt = full_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_full_block_idx = full_block_idx[batch_idx, head_idx, m_block_sparse, None] + else: + curr_full_block_cnt = Int32(0) + curr_full_block_idx = None + + mask_empty = curr_mask_block_cnt == 0 + full_empty = curr_full_block_cnt == 0 + + q_phase_flipped = False + + if mask_empty: + # No masked blocks: process full list with Q loading + kv_producer_state = load_block_list_sm100( + curr_full_block_idx, + curr_full_block_cnt, + load_q_with_first=True, + m_block=m_block, + q_stage=q_stage, + kv_producer_state=kv_producer_state, + load_Q=load_Q, + load_K=load_K, + load_V=load_V, + pipeline_kv=pipeline_kv, + ) + q_phase_flipped = not full_empty + else: + # Process masked blocks with Q loading + kv_producer_state = load_block_list_sm100( + curr_mask_block_idx, + curr_mask_block_cnt, + load_q_with_first=True, + m_block=m_block, + q_stage=q_stage, + kv_producer_state=kv_producer_state, + load_Q=load_Q, + load_K=load_K, + load_V=load_V, + pipeline_kv=pipeline_kv, + ) + q_phase_flipped = True + + if not full_empty: + # Process full blocks without Q loading + kv_producer_state = load_block_list_sm100( + curr_full_block_idx, + curr_full_block_cnt, + load_q_with_first=False, + m_block=m_block, + q_stage=q_stage, + kv_producer_state=kv_producer_state, + load_Q=load_Q, + load_K=load_K, + load_V=load_V, + pipeline_kv=pipeline_kv, + ) + + if q_phase_flipped: + q_producer_phase ^= 1 + + return kv_producer_state, q_producer_phase + + +@cute.jit +def get_total_block_count( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + m_block, + qhead_per_kvhead: cutlass.Constexpr, + q_subtile_factor: cutlass.Constexpr, +): + m_block_sparse = sparse_tensor_m_block(m_block, qhead_per_kvhead, q_subtile_factor) + + mask_block_cnt, mask_block_idx, full_block_cnt, full_block_idx = blocksparse_tensors + if const_expr(full_block_cnt is not None): + return ( + mask_block_cnt[batch_idx, head_idx, m_block_sparse] + + full_block_cnt[batch_idx, head_idx, m_block_sparse] + ) + else: + return mask_block_cnt[batch_idx, head_idx, m_block_sparse] + + +@cute.jit +def handle_block_sparse_empty_tile_correction_sm100( + tidx: Int32, + q_stage: cutlass.Constexpr, + m_block_size: cutlass.Constexpr, + qhead_per_kvhead, + pack_gqa: cutlass.Constexpr, + is_split_kv: cutlass.Constexpr, + learnable_sink, + mLSE, + seqlen, + m_block: Int32, + head_idx: Int32, + batch_idx: Int32, + split_idx: Int32, + sScale: cute.Tensor, + stats: list, + correction_epilogue: Callable, + thr_mma_pv: cute.core.ThrMma, + tOtOs: tuple[cute.Tensor], + sO: cute.Tensor, + mbar_ptr, + mbar_softmax_corr_full_offset: Int32, + mbar_softmax_corr_empty_offset: Int32, + mbar_P_full_O_rescaled_offset: Int32, + mbar_P_full_2_offset: Int32, + mbar_corr_epi_full_offset: Int32, + mbar_corr_epi_empty_offset: Int32, + softmax_corr_consumer_phase: Int32, + o_corr_consumer_phase: Int32, + corr_epi_producer_phase: Int32, + softmax_scale_log2: Float32, + mO_cur: Optional[cute.Tensor] = None, + gO: Optional[cute.Tensor] = None, + gmem_tiled_copy_O: Optional[cute.TiledCopy] = None, +): + """Handle the block-sparse case where a tile is fully masked: + * zero staged results + * seed stats + * satisfy the usual barrier protocol so downstream warps continue to make progress. + """ + LOG2_E = Float32(math.log2(math.e)) + + for stage in cutlass.range_constexpr(q_stage): + row_sum_value = Float32(1.0) + row_max_value = ( + -Float32.inf if const_expr(mLSE is not None or learnable_sink is not None) else None + ) + if const_expr(learnable_sink is not None): + sink_val = -Float32.inf + if const_expr(not pack_gqa): + sink_val = Float32(learnable_sink[head_idx]) + elif tidx < m_block_size: + q_head_idx = ( + (q_stage * m_block + stage) * m_block_size + tidx + ) % qhead_per_kvhead + head_idx * qhead_per_kvhead + sink_val = Float32(learnable_sink[q_head_idx]) + if sink_val != -Float32.inf and (const_expr(not is_split_kv) or split_idx == 0): + if row_max_value == -Float32.inf: + row_max_value = sink_val * (LOG2_E / softmax_scale_log2) + row_sum_value = Float32(1.0) + else: + row_sum_value = row_sum_value + utils.exp2f( + sink_val * LOG2_E - row_max_value * softmax_scale_log2 + ) + if tidx < m_block_size: + scale_row_idx = tidx + stage * m_block_size + sScale[scale_row_idx] = row_sum_value + if const_expr(mLSE is not None or learnable_sink is not None): + sScale[scale_row_idx + m_block_size * 2] = row_max_value + acc_flag = row_sum_value == Float32(0.0) or row_sum_value != row_sum_value + stats[stage] = (row_sum_value, row_max_value, acc_flag) + + cute.arch.mbarrier_wait( + mbar_ptr + mbar_softmax_corr_full_offset + stage, + softmax_corr_consumer_phase, + ) + cute.arch.mbarrier_arrive(mbar_ptr + mbar_softmax_corr_empty_offset + stage) + + if const_expr(gmem_tiled_copy_O is None): + cute.arch.mbarrier_wait( + mbar_ptr + mbar_corr_epi_empty_offset + stage, + corr_epi_producer_phase, + ) + correction_epilogue( + thr_mma_pv, + tOtOs[stage], + tidx, + stage, + m_block, + seqlen.seqlen_q, + Float32(0.0), # zero scale ensures empty tile writes zeros into staged outputs + sO[None, None, stage], + mO_cur, + gO, + gmem_tiled_copy_O, + ) + if const_expr(gmem_tiled_copy_O is None): + cute.arch.mbarrier_arrive(mbar_ptr + mbar_corr_epi_full_offset + stage) + cute.arch.mbarrier_arrive(mbar_ptr + mbar_P_full_O_rescaled_offset + stage) + cute.arch.mbarrier_arrive(mbar_ptr + mbar_P_full_2_offset + stage) + + softmax_corr_consumer_phase ^= 1 + o_corr_consumer_phase ^= 1 + corr_epi_producer_phase ^= 1 + + return ( + softmax_corr_consumer_phase, + o_corr_consumer_phase, + corr_epi_producer_phase, + ) + + +@cute.jit +def softmax_block_sparse_sm100( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + m_block, + softmax_step: Callable, + mask_fn: Callable, + mask_fn_none: Callable, + mma_si_consumer_phase: Int32, + si_corr_producer_phase: Int32, + s0_s1_sequence_phase: Int32, + mbar_ptr, + mbar_softmax_corr_full_offset: Int32, + mbar_softmax_corr_empty_offset: Int32, + mbar_P_full_O_rescaled_offset: Int32, + mbar_P_full_2_offset: Int32, + q_stage: cutlass.Constexpr, + stage_idx: Int32, + check_m_boundary: bool, + qhead_per_kvhead: cutlass.Constexpr, + q_subtile_factor: cutlass.Constexpr[int] = 1, +): + m_block_sparse = sparse_tensor_m_block(m_block, qhead_per_kvhead, q_subtile_factor) + + mask_block_cnt, mask_block_idx, full_block_cnt, full_block_idx = blocksparse_tensors + + curr_mask_block_cnt = mask_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_mask_block_idx = mask_block_idx[batch_idx, head_idx, m_block_sparse, None] + + if const_expr(full_block_cnt is not None): + curr_full_block_cnt = full_block_cnt[batch_idx, head_idx, m_block_sparse] + curr_full_block_idx = full_block_idx[batch_idx, head_idx, m_block_sparse, None] + else: + curr_full_block_cnt = Int32(0) + curr_full_block_idx = None + + total_block_cnt = curr_mask_block_cnt + curr_full_block_cnt + + if total_block_cnt == 0: + cute.arch.mbarrier_arrive(mbar_ptr + mbar_softmax_corr_full_offset + stage_idx) + cute.arch.mbarrier_arrive(mbar_ptr + mbar_P_full_O_rescaled_offset + stage_idx) + cute.arch.mbarrier_arrive(mbar_ptr + mbar_P_full_2_offset + stage_idx) + cute.arch.mbarrier_arrive(mbar_ptr + mbar_softmax_corr_empty_offset + stage_idx) + else: + if curr_mask_block_cnt > 0: + mask_n_block = curr_mask_block_idx[curr_mask_block_cnt - 1] + ( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + ) = softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + mask_n_block, + is_first=True, + mask_fn=partial(mask_fn, mask_seqlen=True, check_q_boundary=check_m_boundary), + ) + for i in cutlass.range(1, curr_mask_block_cnt): + mask_n_block = curr_mask_block_idx[curr_mask_block_cnt - 1 - i] + ( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + ) = softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + mask_n_block, + mask_fn=partial(mask_fn, mask_seqlen=False, check_q_boundary=check_m_boundary), + ) + + if curr_full_block_cnt > 0: + full_n_block = curr_full_block_idx[curr_full_block_cnt - 1] + if curr_mask_block_cnt == 0: + ( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + ) = softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + full_n_block, + is_first=True, + mask_fn=partial( + mask_fn_none, mask_seqlen=True, check_q_boundary=check_m_boundary + ), + ) + else: + ( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + ) = softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + full_n_block, + is_first=False, + mask_fn=partial( + mask_fn_none, mask_seqlen=False, check_q_boundary=check_m_boundary + ), + ) + for i in cutlass.range(1, curr_full_block_cnt): + full_n_block = curr_full_block_idx[curr_full_block_cnt - 1 - i] + ( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + ) = softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + full_n_block, + mask_fn=partial( + mask_fn_none, mask_seqlen=False, check_q_boundary=check_m_boundary + ), + ) + + return ( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + total_block_cnt == 0, + ) + + +# ============================================================================= +# Backward-specific block-sparse helpers (SM100) +# ============================================================================= +# +# In backward, iteration is transposed compared to forward: +# - Forward: outer loop over m_blocks (Q tiles), inner loop over n_blocks (KV tiles) +# - Backward: outer loop over n_blocks (KV tiles), inner loop over m_blocks (Q tiles) +# +# The backward block-sparse tensors use "Q direction" indexing: +# - q_block_cnt[batch, head, n_block] → count of m_blocks to process for this KV tile +# - q_block_idx[batch, head, n_block, :] → indices of m_blocks to process +# + + +@cute.jit +def get_total_q_block_count_bwd( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + n_block, + subtile_factor: cutlass.Constexpr = 1, + m_block_max: int = 0, +): + """Count total tile iterations for given n_block (KV tile) in backward.""" + q_block_cnt, _, full_block_cnt, _ = blocksparse_tensors + total = q_block_cnt[batch_idx, head_idx, n_block] + if const_expr(full_block_cnt is not None): + total = total + full_block_cnt[batch_idx, head_idx, n_block] + return total * subtile_factor + + +@cute.jit +def produce_block_sparse_q_loads_bwd_sm100( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + n_block, + # Pipeline states (will be returned after advancing) + producer_state_Q_LSE, + producer_state_dO_dPsum, + # Pipelines + pipeline_Q, + pipeline_LSE, + pipeline_dO, + pipeline_dPsum, + # Load functions + load_K, + load_V, + load_Q, + load_dO, + copy_stats, + # Global tensors for LSE/dPsum + gLSE, + sLSE, + gdPsum, + sdPsum, + # TMA copy bytes for extra_tx_count + tma_copy_bytes_K, + tma_copy_bytes_V, + # Flags for which loads to perform + should_load_Q: cutlass.Constexpr, + should_load_dO: cutlass.Constexpr, + # Subtiling factor and bounds + subtile_factor: cutlass.Constexpr = 1, + m_block_max: int = 0, +): + """SM100 backward block sparse loading with subtiling. + + Returns updated (producer_state_Q_LSE, producer_state_dO_dPsum). + First iteration loads K/V alongside Q/dO; subsequent iterations load only Q/dO. + """ + ( + curr_q_cnt, + curr_q_idx, + curr_full_cnt, + curr_full_idx, + loop_count, + ) = get_block_sparse_iteration_info_bwd( + blocksparse_tensors, batch_idx, head_idx, n_block, subtile_factor, m_block_max + ) + + for iter_idx in cutlass.range(loop_count, unroll=1): + m_block, _ = get_m_block_from_iter_bwd( + iter_idx, + curr_q_cnt, + curr_q_idx, + curr_full_cnt, + curr_full_idx, + subtile_factor, + m_block_max, + ) + m_block_safe = m_block + if m_block_max > 0: + m_block_safe = cutlass.min(m_block, m_block_max - 1) + + if iter_idx == 0: + # First block: load K/V alongside Q/dO + if const_expr(should_load_Q): + pipeline_Q.producer_acquire(producer_state_Q_LSE, extra_tx_count=tma_copy_bytes_K) + load_K(tma_bar_ptr=pipeline_Q.producer_get_barrier(producer_state_Q_LSE)) + load_Q(m_block_safe, producer_state=producer_state_Q_LSE) + pipeline_Q.producer_commit(producer_state_Q_LSE) + pipeline_LSE.producer_acquire(producer_state_Q_LSE) + with cute.arch.elect_one(): + copy_stats( + gLSE[None, m_block_safe], + sLSE[None, producer_state_Q_LSE.index], + mbar_ptr=pipeline_LSE.producer_get_barrier(producer_state_Q_LSE), + ) + producer_state_Q_LSE.advance() + if const_expr(should_load_dO): + pipeline_dO.producer_acquire( + producer_state_dO_dPsum, extra_tx_count=tma_copy_bytes_V + ) + load_V(tma_bar_ptr=pipeline_dO.producer_get_barrier(producer_state_dO_dPsum)) + load_dO(m_block_safe, producer_state=producer_state_dO_dPsum) + pipeline_dO.producer_commit(producer_state_dO_dPsum) + pipeline_dPsum.producer_acquire(producer_state_dO_dPsum) + with cute.arch.elect_one(): + copy_stats( + gdPsum[None, m_block_safe], + sdPsum[None, producer_state_dO_dPsum.index], + mbar_ptr=pipeline_dPsum.producer_get_barrier(producer_state_dO_dPsum), + ) + producer_state_dO_dPsum.advance() + else: + # Subsequent blocks: just load Q/dO (K/V already loaded) + if const_expr(should_load_Q): + pipeline_Q.producer_acquire(producer_state_Q_LSE) + load_Q(m_block_safe, producer_state=producer_state_Q_LSE) + pipeline_Q.producer_commit(producer_state_Q_LSE) + pipeline_LSE.producer_acquire(producer_state_Q_LSE) + with cute.arch.elect_one(): + copy_stats( + gLSE[None, m_block_safe], + sLSE[None, producer_state_Q_LSE.index], + mbar_ptr=pipeline_LSE.producer_get_barrier(producer_state_Q_LSE), + ) + producer_state_Q_LSE.advance() + if const_expr(should_load_dO): + pipeline_dO.producer_acquire(producer_state_dO_dPsum) + load_dO(m_block_safe, producer_state=producer_state_dO_dPsum) + pipeline_dO.producer_commit(producer_state_dO_dPsum) + pipeline_dPsum.producer_acquire(producer_state_dO_dPsum) + with cute.arch.elect_one(): + copy_stats( + gdPsum[None, m_block_safe], + sdPsum[None, producer_state_dO_dPsum.index], + mbar_ptr=pipeline_dPsum.producer_get_barrier(producer_state_dO_dPsum), + ) + producer_state_dO_dPsum.advance() + + return producer_state_Q_LSE, producer_state_dO_dPsum + + +@cute.jit +def get_block_sparse_iteration_info_bwd( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + n_block, + subtile_factor: cutlass.Constexpr = 1, + m_block_max: int = 0, +): + """Extract block-sparse iteration info for backward pass. + + Returns (curr_q_cnt, curr_q_idx, curr_full_cnt, curr_full_idx, total_count). + """ + q_cnt, q_idx, full_cnt, full_idx = blocksparse_tensors + curr_q_cnt = q_cnt[batch_idx, head_idx, n_block] + curr_q_idx = q_idx[batch_idx, head_idx, n_block, None] + + if const_expr(full_cnt is not None): + curr_full_cnt = full_cnt[batch_idx, head_idx, n_block] + curr_full_idx = full_idx[batch_idx, head_idx, n_block, None] + else: + curr_full_cnt = Int32(0) + curr_full_idx = None + + sparse_block_count = curr_q_cnt + if const_expr(full_cnt is not None): + sparse_block_count = sparse_block_count + curr_full_cnt + total_count = sparse_block_count * subtile_factor + + return curr_q_cnt, curr_q_idx, curr_full_cnt, curr_full_idx, total_count + + +@cute.jit +def get_m_block_from_iter_bwd( + iter_idx, + curr_q_cnt, + curr_q_idx: cute.Tensor, + curr_full_cnt, + curr_full_idx: Optional[cute.Tensor], + subtile_factor: cutlass.Constexpr = 1, + m_block_max: int = 0, +): + """Derive m_block index and is_full_block flag from iteration index. + + Returns (m_block, is_full_block): + - m_block: The actual Q-tile block index + - is_full_block: True if this is a full block (no mask_mod needed) + """ + sparse_iter_idx = iter_idx // subtile_factor + subtile_offset = iter_idx % subtile_factor + + sparse_m_block = Int32(0) + is_full_block = False + if const_expr(curr_full_idx is not None): + if sparse_iter_idx < curr_q_cnt: + sparse_m_block = curr_q_idx[sparse_iter_idx] + else: + sparse_m_block = curr_full_idx[sparse_iter_idx - curr_q_cnt] + is_full_block = True + else: + sparse_m_block = curr_q_idx[sparse_iter_idx] + + return sparse_m_block * subtile_factor + subtile_offset, is_full_block + + +@cute.jit +def _load_q_do_block_sm90( + m_block, + producer_state_Q, + producer_state_dO, + pipeline_Q, + pipeline_dO, + load_K, + load_V, + load_Q, + load_dO, + load_LSE, + load_dPsum, + tma_copy_bytes_K, + tma_copy_bytes_V, + Q_stage_eq_dO_stage: cutlass.Constexpr, + load_kv: bool, +): + """Load one Q/dO block, optionally loading K/V on first iteration.""" + if load_kv: + pipeline_Q.producer_acquire(producer_state_Q, extra_tx_count=tma_copy_bytes_K) + load_K(tma_bar_ptr=pipeline_Q.producer_get_barrier(producer_state_Q)) + else: + pipeline_Q.producer_acquire(producer_state_Q) + load_Q(m_block, producer_state=producer_state_Q) + with cute.arch.elect_one(): + load_LSE(m_block, producer_state=producer_state_Q) + + producer_state_dO_cur = ( + producer_state_dO if const_expr(not Q_stage_eq_dO_stage) else producer_state_Q + ) + if load_kv: + pipeline_dO.producer_acquire(producer_state_dO_cur, extra_tx_count=tma_copy_bytes_V) + load_V(tma_bar_ptr=pipeline_dO.producer_get_barrier(producer_state_dO_cur)) + else: + pipeline_dO.producer_acquire(producer_state_dO_cur) + load_dO(m_block, producer_state=producer_state_dO_cur) + with cute.arch.elect_one(): + load_dPsum(m_block, producer_state=producer_state_dO_cur) + + producer_state_Q.advance() + producer_state_dO.advance() + return producer_state_Q, producer_state_dO + + +@cute.jit +def produce_block_sparse_q_loads_bwd_sm90( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + n_block, + producer_state_Q, + producer_state_dO, + pipeline_Q, + pipeline_dO, + load_K, + load_V, + load_Q, + load_dO, + load_LSE, + load_dPsum, + tma_copy_bytes_K, + tma_copy_bytes_V, + Q_stage_eq_dO_stage: cutlass.Constexpr, + subtile_factor: cutlass.Constexpr, + m_block_max: int, +): + """SM90 backward block sparse loading with separate partial/full loops. + + K/V are loaded with the first valid block. Iterates partial blocks first, + then full blocks, matching consumer order. + + Returns updated (producer_state_Q, producer_state_dO). + """ + q_cnt, q_idx, full_cnt, full_idx = blocksparse_tensors + curr_q_cnt = q_cnt[batch_idx, head_idx, n_block] + curr_q_idx = q_idx[batch_idx, head_idx, n_block, None] + + if const_expr(full_cnt is not None): + curr_full_cnt = full_cnt[batch_idx, head_idx, n_block] + curr_full_idx = full_idx[batch_idx, head_idx, n_block, None] + else: + curr_full_cnt = Int32(0) + curr_full_idx = None + + kv_loaded = False + + for iter_idx in cutlass.range(curr_q_cnt * subtile_factor, unroll=1): + sparse_idx = iter_idx // subtile_factor + subtile_offset = iter_idx % subtile_factor + m_block = curr_q_idx[sparse_idx] * subtile_factor + subtile_offset + + if m_block < m_block_max: + producer_state_Q, producer_state_dO = _load_q_do_block_sm90( + m_block, + producer_state_Q, + producer_state_dO, + pipeline_Q, + pipeline_dO, + load_K, + load_V, + load_Q, + load_dO, + load_LSE, + load_dPsum, + tma_copy_bytes_K, + tma_copy_bytes_V, + Q_stage_eq_dO_stage, + load_kv=not kv_loaded, + ) + kv_loaded = True + + if const_expr(full_cnt is not None): + for iter_idx in cutlass.range(curr_full_cnt * subtile_factor, unroll=1): + sparse_idx = iter_idx // subtile_factor + subtile_offset = iter_idx % subtile_factor + m_block = curr_full_idx[sparse_idx] * subtile_factor + subtile_offset + + if m_block < m_block_max: + producer_state_Q, producer_state_dO = _load_q_do_block_sm90( + m_block, + producer_state_Q, + producer_state_dO, + pipeline_Q, + pipeline_dO, + load_K, + load_V, + load_Q, + load_dO, + load_LSE, + load_dPsum, + tma_copy_bytes_K, + tma_copy_bytes_V, + Q_stage_eq_dO_stage, + load_kv=not kv_loaded, + ) + kv_loaded = True + + return producer_state_Q, producer_state_dO + + +@cute.jit +def consume_block_sparse_mma_bwd_sm90( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + n_block, + consumer_state_Q, + consumer_state_dO, + mma_one_m_block_fn, + mask, + mask_mod, + is_causal: cutlass.Constexpr, + is_local: cutlass.Constexpr, + thr_mma_SdP, + softmax_scale, + seqlen, + subtile_factor: cutlass.Constexpr, + m_block_max: int, + aux_tensors=None, + fastdiv_mods=(None, None), +): + """SM90 backward block sparse MMA consumption with separate partial/full loops. + + Partial blocks are processed first (with mask_mod applied), then full blocks + (without mask_mod). This ensures mask_mod is only applied where needed. + + Returns updated (consumer_state_Q, consumer_state_dO). + """ + q_cnt, q_idx, full_cnt, full_idx = blocksparse_tensors + curr_q_cnt = q_cnt[batch_idx, head_idx, n_block] + curr_q_idx = q_idx[batch_idx, head_idx, n_block, None] + + if const_expr(full_cnt is not None): + curr_full_cnt = full_cnt[batch_idx, head_idx, n_block] + curr_full_idx = full_idx[batch_idx, head_idx, n_block, None] + else: + curr_full_cnt = Int32(0) + curr_full_idx = None + + dKV_accumulate = False + + mask_fn_partial = partial( + mask.apply_mask, + batch_idx=batch_idx, + head_idx=head_idx, + n_block=n_block, + thr_mma=thr_mma_SdP, + mask_seqlen=True, + mask_causal=is_causal, + mask_local=is_local, + mask_mod=mask_mod, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + + mask_fn_full = partial( + mask.apply_mask, + batch_idx=batch_idx, + head_idx=head_idx, + n_block=n_block, + thr_mma=thr_mma_SdP, + mask_seqlen=True, + mask_causal=is_causal, + mask_local=is_local, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + + for iter_idx in cutlass.range(curr_q_cnt * subtile_factor, unroll=1): + sparse_idx = iter_idx // subtile_factor + subtile_offset = iter_idx % subtile_factor + m_block = curr_q_idx[sparse_idx] * subtile_factor + subtile_offset + + if m_block < m_block_max: + consumer_state_Q, consumer_state_dO = mma_one_m_block_fn( + m_block, + consumer_state_Q, + consumer_state_dO, + mask_fn=mask_fn_partial, + dKV_accumulate=dKV_accumulate, + thr_mma_SdP=thr_mma_SdP, + batch_idx=batch_idx, + head_idx=head_idx, + n_block=n_block, + softmax_scale=softmax_scale, + seqlen=seqlen, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + dKV_accumulate = True + + if const_expr(full_cnt is not None): + for iter_idx in cutlass.range(curr_full_cnt * subtile_factor, unroll=1): + sparse_idx = iter_idx // subtile_factor + subtile_offset = iter_idx % subtile_factor + m_block = curr_full_idx[sparse_idx] * subtile_factor + subtile_offset + + if m_block < m_block_max: + consumer_state_Q, consumer_state_dO = mma_one_m_block_fn( + m_block, + consumer_state_Q, + consumer_state_dO, + mask_fn=mask_fn_full, + dKV_accumulate=dKV_accumulate, + thr_mma_SdP=thr_mma_SdP, + batch_idx=batch_idx, + head_idx=head_idx, + n_block=n_block, + softmax_scale=softmax_scale, + seqlen=seqlen, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + dKV_accumulate = True + + return consumer_state_Q, consumer_state_dO + + +@cute.jit +def _store_one_dQaccum_sm90( + m_block, + sdQaccum: cute.Tensor, + gdQaccum: cute.Tensor, + num_mma_warp_groups: cutlass.Constexpr, + num_threads_per_warp_group: cutlass.Constexpr, + tma_copy_bytes_dQ, +): + """Store dQaccum for a single m_block.""" + for warp_group_idx in cutlass.range_constexpr(num_mma_warp_groups): + cute.arch.barrier( + barrier_id=int(NamedBarrierBwd.dQFullWG0) + warp_group_idx, + number_of_threads=num_threads_per_warp_group + cute.arch.WARP_SIZE, + ) + with cute.arch.elect_one(): + copy_utils.cpasync_reduce_bulk_add_f32( + sdQaccum[None, warp_group_idx].iterator, + gdQaccum[None, warp_group_idx, m_block].iterator, + tma_copy_bytes_dQ, + ) + cute.arch.cp_async_bulk_commit_group() + for warp_group_idx in cutlass.range_constexpr(num_mma_warp_groups): + cute.arch.cp_async_bulk_wait_group(num_mma_warp_groups - 1 - warp_group_idx, read=True) + cute.arch.barrier_arrive( + barrier_id=int(NamedBarrierBwd.dQEmptyWG0) + warp_group_idx, + number_of_threads=num_threads_per_warp_group + cute.arch.WARP_SIZE, + ) + + +@cute.jit +def dQaccum_store_block_sparse_bwd_sm90( + blocksparse_tensors: BlockSparseTensors, + batch_idx, + head_idx, + n_block, + sdQaccum: cute.Tensor, + gdQaccum: cute.Tensor, + subtile_factor: cutlass.Constexpr, + m_block_max: int, + num_mma_warp_groups: cutlass.Constexpr, + num_threads_per_warp_group: cutlass.Constexpr, + tma_copy_bytes_dQ, +): + """SM90 backward block sparse dQaccum store with separate partial/full loops. + + Iterates partial blocks first, then full blocks, matching producer/consumer order. + """ + q_cnt, q_idx, full_cnt, full_idx = blocksparse_tensors + curr_q_cnt = q_cnt[batch_idx, head_idx, n_block] + curr_q_idx = q_idx[batch_idx, head_idx, n_block, None] + + if const_expr(full_cnt is not None): + curr_full_cnt = full_cnt[batch_idx, head_idx, n_block] + curr_full_idx = full_idx[batch_idx, head_idx, n_block, None] + else: + curr_full_cnt = Int32(0) + curr_full_idx = None + + for iter_idx in cutlass.range(curr_q_cnt * subtile_factor, unroll=1): + sparse_idx = iter_idx // subtile_factor + subtile_offset = iter_idx % subtile_factor + m_block = curr_q_idx[sparse_idx] * subtile_factor + subtile_offset + + if m_block < m_block_max: + _store_one_dQaccum_sm90( + m_block, + sdQaccum, + gdQaccum, + num_mma_warp_groups, + num_threads_per_warp_group, + tma_copy_bytes_dQ, + ) + + if const_expr(full_cnt is not None): + for iter_idx in cutlass.range(curr_full_cnt * subtile_factor, unroll=1): + sparse_idx = iter_idx // subtile_factor + subtile_offset = iter_idx % subtile_factor + m_block = curr_full_idx[sparse_idx] * subtile_factor + subtile_offset + + if m_block < m_block_max: + _store_one_dQaccum_sm90( + m_block, + sdQaccum, + gdQaccum, + num_mma_warp_groups, + num_threads_per_warp_group, + tma_copy_bytes_dQ, + ) diff --git a/kernel/deps/flash_attn/cute/block_sparsity.py b/kernel/deps/flash_attn/cute/block_sparsity.py new file mode 100644 index 0000000000000000000000000000000000000000..f19c8fb7f0528b50d5cd58a5be17f14552094a00 --- /dev/null +++ b/kernel/deps/flash_attn/cute/block_sparsity.py @@ -0,0 +1,440 @@ +""" +Block-sparsity utilities for FlexAttention +""" + +from typing import Callable, NamedTuple, Tuple + +import cutlass.cute as cute +import torch + +from flash_attn.cute.cute_dsl_utils import get_broadcast_dims, to_cute_tensor + + +def ceildiv(a: int, b: int) -> int: + return (a + b - 1) // b + + +class BlockSparseTensors(NamedTuple): + mask_block_cnt: cute.Tensor + mask_block_idx: cute.Tensor + full_block_cnt: cute.Tensor | None + full_block_idx: cute.Tensor | None + + def __new_from_mlir_values__(self, values): + if len(values) == 2: + values = (*values, None, None) + return BlockSparseTensors(*values) + + +class BlockSparseTensorsTorch(NamedTuple): + mask_block_cnt: torch.Tensor + mask_block_idx: torch.Tensor + full_block_cnt: torch.Tensor | None = None + full_block_idx: torch.Tensor | None = None + block_size: tuple[int, int] | None = None + + +def _expand_sparsity_tensor( + tensor: torch.Tensor, + expected_shape: Tuple[int, ...], + tensor_name: str, + context: str | None, + hint: str | Callable[[], str] | None, +) -> torch.Tensor: + """Check if we need to expand the tensor to expected shape, and do so if possible.""" + needs_expand = tensor.shape != expected_shape + if not needs_expand: + return tensor + can_expand = all(map(lambda cur, tgt: cur == tgt or cur == 1, tensor.shape, expected_shape)) + if not can_expand: + context_clause = f" ({context})" if context else "" + resolved_hint = hint() if callable(hint) else hint + hint_clause = f" Hint: {resolved_hint}" if resolved_hint else "" + raise ValueError( + f"{tensor_name}{context_clause} with shape {tensor.shape} cannot be expanded to expected shape {expected_shape}." + f"{hint_clause}" + ) + return tensor.expand(*expected_shape) + + +def _check_and_expand_block( + name: str, + cnt: torch.Tensor | None, + idx: torch.Tensor | None, + expected_count_shape: Tuple[int, int, int], + expected_index_shape: Tuple[int, int, int, int], + context: str | None, + hint: str | Callable[[], str] | None, +) -> Tuple[torch.Tensor | None, torch.Tensor | None]: + if (cnt is None) != (idx is None): + raise ValueError( + f"{name}_block_cnt and {name}_block_idx must both be provided or both be None" + ) + if cnt is None or idx is None: + return None, None + if cnt.dtype != torch.int32 or idx.dtype != torch.int32: + raise ValueError(f"{name}_block tensors must have dtype torch.int32") + if cnt.device != idx.device: + raise ValueError(f"{name}_block_cnt and {name}_block_idx must be on the same device") + if not cnt.is_cuda or not idx.is_cuda: + raise ValueError(f"{name}_block tensors must live on CUDA") + expanded_cnt = _expand_sparsity_tensor( + cnt, expected_count_shape, f"{name}_block_cnt", context, hint + ) + expanded_idx = _expand_sparsity_tensor( + idx, expected_index_shape, f"{name}_block_idx", context, hint + ) + return expanded_cnt, expanded_idx + + +def get_block_sparse_expected_shapes( + batch_size: int, + num_head: int, + seqlen_q: int, + seqlen_k: int, + m_block_size: int, + n_block_size: int, + q_stage: int, +) -> Tuple[Tuple[int, int, int], Tuple[int, int, int, int]]: + """Return (expected_count_shape, expected_index_shape) for block sparse normalization.""" + m_block_size_effective = q_stage * m_block_size + expected_m_blocks = ceildiv(seqlen_q, m_block_size_effective) + expected_n_blocks = ceildiv(seqlen_k, n_block_size) + expected_count_shape = (batch_size, num_head, expected_m_blocks) + expected_index_shape = (batch_size, num_head, expected_m_blocks, expected_n_blocks) + return expected_count_shape, expected_index_shape + + +def infer_block_sparse_expected_shapes( + tensors: BlockSparseTensorsTorch, + *, + batch_size: int, + num_head: int, + seqlen_q: int, + seqlen_k: int, + m_block_size: int, + n_block_size: int, + q_stage: int, + context: str, + sparse_block_size_q: int | None = None, + sparse_block_size_kv: int | None = None, +) -> Tuple[Tuple[int, int, int], Tuple[int, int, int, int], int]: + """Infer shapes and scaling for block-sparse tensors. + + Expectations: + - mask_block_cnt is (B, H, M) and mask_block_idx is (B, H, M, N). + - Batch/head dims may be 1 for broadcast, or match the requested sizes. + - sparse_block_size_kv must match tile_n. + - sparse_block_size_q must be a multiple of q_stage * tile_m. + - If sparse_block_size_q is omitted and seqlen_q/num_m_blocks is ambiguous, + the caller must provide block_size to disambiguate. TODO will make this required in a future PR. + """ + base_m_block = q_stage * m_block_size + base_n_block = n_block_size + if sparse_block_size_kv is None: + sparse_block_size_kv = base_n_block + if sparse_block_size_kv != base_n_block: + raise ValueError(f"Block sparse tensors{context} require BLOCK_SIZE_KV={base_n_block}.") + if tensors.mask_block_idx is None: + raise ValueError("mask_block_cnt and mask_block_idx must be provided for block sparsity.") + num_m_blocks = tensors.mask_block_idx.shape[2] + + if sparse_block_size_q is None: + min_block_size = ceildiv(seqlen_q, num_m_blocks) + if num_m_blocks == 1: + max_block_size = seqlen_q + else: + max_block_size = (seqlen_q - 1) // (num_m_blocks - 1) + if max_block_size != min_block_size and base_m_block != 1: + raise ValueError( + f"Block sparse tensors{context} require explicit sparse_block_size[0] " + f"to disambiguate block size for seqlen_q={seqlen_q} and num_m_blocks={num_m_blocks}." + ) + sparse_block_size_q = min_block_size + + if sparse_block_size_q % base_m_block != 0: + raise ValueError( + f"Block sparse tensors{context} have block size {sparse_block_size_q}, " + f"which must be a multiple of {base_m_block}." + ) + + expected_m_blocks = ceildiv(seqlen_q, sparse_block_size_q) + expected_n_blocks = ceildiv(seqlen_k, sparse_block_size_kv) + q_subtile_factor = sparse_block_size_q // base_m_block + expected_count_shape = (batch_size, num_head, expected_m_blocks) + expected_index_shape = (batch_size, num_head, expected_m_blocks, expected_n_blocks) + + mask_block_cnt = tensors.mask_block_cnt + mask_block_idx = tensors.mask_block_idx + if mask_block_cnt is None or mask_block_idx is None: + raise ValueError("mask_block_cnt and mask_block_idx must be provided for block sparsity.") + if mask_block_cnt.ndim != 3 or mask_block_idx.ndim != 4: + raise ValueError( + f"Block sparse tensors{context} must have shapes (B, H, M) and (B, H, M, N)." + ) + for dim_name, cur, tgt in ( + ("batch", mask_block_cnt.shape[0], expected_count_shape[0]), + ("head", mask_block_cnt.shape[1], expected_count_shape[1]), + ): + if cur != tgt and cur != 1: + raise ValueError(f"Block sparse tensors{context} {dim_name} dim must be {tgt} or 1.") + for dim_name, cur, tgt in ( + ("batch", mask_block_idx.shape[0], expected_index_shape[0]), + ("head", mask_block_idx.shape[1], expected_index_shape[1]), + ): + if cur != tgt and cur != 1: + raise ValueError(f"Block sparse tensors{context} {dim_name} dim must be {tgt} or 1.") + if mask_block_cnt.shape[2] != mask_block_idx.shape[2]: + raise ValueError(f"Block sparse tensors{context} must share the same m-block dimension.") + if mask_block_idx.shape[3] != expected_n_blocks: + raise ValueError( + f"Block sparse tensors{context} n-block dimension must be {expected_n_blocks}." + ) + if expected_m_blocks != num_m_blocks: + raise ValueError( + f"Block sparse tensors{context} m-block dimension {num_m_blocks} does not match " + f"sparse_block_size_q={sparse_block_size_q}. " + f"Set BlockSparseTensorsTorch.block_size to match the BlockMask BLOCK_SIZE." + ) + return expected_count_shape, expected_index_shape, q_subtile_factor + + +def get_block_sparse_expected_shapes_bwd( + batch_size: int, + num_head: int, + seqlen_q: int, + seqlen_k: int, + m_block_size: int, + n_block_size: int, + subtile_factor: int, +) -> Tuple[Tuple[int, int, int], Tuple[int, int, int, int]]: + """Return (expected_count_shape, expected_index_shape) for backward block sparse normalization. + + Backward uses Q-direction indexing (transposed from forward), where shapes are + indexed by N-blocks first, then M-blocks. The sparse_block_size_q is determined + by subtile_factor * m_block_size. + """ + sparse_block_size_q = subtile_factor * m_block_size + expected_m_blocks = ceildiv(seqlen_q, sparse_block_size_q) + expected_n_blocks = ceildiv(seqlen_k, n_block_size) + expected_count_shape = (batch_size, num_head, expected_n_blocks) + expected_index_shape = (batch_size, num_head, expected_n_blocks, expected_m_blocks) + return expected_count_shape, expected_index_shape + + +def normalize_block_sparse_tensors( + tensors: BlockSparseTensorsTorch, + *, + expected_count_shape: Tuple[int, int, int], + expected_index_shape: Tuple[int, int, int, int], + context: str | None = None, + hint: str | Callable[[], str] | None = None, +) -> BlockSparseTensorsTorch: + if tensors.mask_block_cnt is None or tensors.mask_block_idx is None: + raise ValueError("mask_block_cnt and mask_block_idx must be provided for block sparsity.") + + mask_cnt, mask_idx = _check_and_expand_block( + "mask", + tensors.mask_block_cnt, + tensors.mask_block_idx, + expected_count_shape, + expected_index_shape, + context, + hint, + ) + if mask_cnt is None or mask_idx is None: + raise ValueError("mask_block_cnt and mask_block_idx must be provided for block sparsity.") + + full_cnt, full_idx = _check_and_expand_block( + "full", + tensors.full_block_cnt, + tensors.full_block_idx, + expected_count_shape, + expected_index_shape, + context, + hint, + ) + if full_cnt is not None and mask_cnt.device != full_cnt.device: + raise ValueError("All block sparse tensors must be on the same device") + + return BlockSparseTensorsTorch( + mask_block_cnt=mask_cnt, + mask_block_idx=mask_idx, + full_block_cnt=full_cnt, + full_block_idx=full_idx, + block_size=tensors.block_size, + ) + + +def is_block_sparsity_enabled(tensors: BlockSparseTensorsTorch) -> bool: + return any(t is not None for t in (tensors.full_block_cnt, tensors.mask_block_cnt)) + + +def get_block_sparse_broadcast_pattern( + tensors: BlockSparseTensorsTorch, +) -> Tuple[Tuple[bool, ...], ...] | None: + """Return broadcast pattern for block sparse tensors by checking actual strides. + + Returns a tuple of broadcast patterns (one per tensor) where each pattern + is a tuple of bools indicating which dims have stride=0. + This is used in compile keys to ensure kernels are recompiled when + broadcast patterns change, since CuTe's mark_layout_dynamic() keeps + stride=0 as static. + + The tensors should already be expanded/normalized before calling this function. + + Returns None if block sparsity is not enabled. + """ + if not is_block_sparsity_enabled(tensors): + return None + + patterns = [] + for tensor in ( + tensors.mask_block_cnt, + tensors.mask_block_idx, + tensors.full_block_cnt, + tensors.full_block_idx, + ): + if tensor is not None: + patterns.append(get_broadcast_dims(tensor)) + else: + patterns.append(None) + return tuple(patterns) + + +def normalize_block_sparse_config( + tensors: BlockSparseTensorsTorch, + *, + batch_size: int, + num_head: int, + seqlen_q: int, + seqlen_k: int, + block_size: tuple[int, int], + q_stage: int, +) -> tuple[BlockSparseTensorsTorch, Tuple[Tuple[bool, ...], ...] | None, int]: + m_block_size, n_block_size = block_size + if tensors.block_size is None: + sparse_block_size_q, sparse_block_size_kv = q_stage * m_block_size, n_block_size + else: + sparse_block_size_q, sparse_block_size_kv = tensors.block_size + if sparse_block_size_kv != n_block_size: + raise ValueError( + f"Block sparsity requires sparse_block_size[1]={n_block_size} to match tile_n." + ) + expected_count_shape, expected_index_shape, q_subtile_factor = ( + infer_block_sparse_expected_shapes( + tensors, + batch_size=batch_size, + num_head=num_head, + seqlen_q=seqlen_q, + seqlen_k=seqlen_k, + m_block_size=m_block_size, + n_block_size=n_block_size, + q_stage=q_stage, + context="forward", + sparse_block_size_q=sparse_block_size_q, + sparse_block_size_kv=sparse_block_size_kv, + ) + ) + normalized_tensors = normalize_block_sparse_tensors( + tensors, + expected_count_shape=expected_count_shape, + expected_index_shape=expected_index_shape, + ) + return ( + normalized_tensors, + get_block_sparse_broadcast_pattern(normalized_tensors), + q_subtile_factor, + ) + + +def normalize_block_sparse_config_bwd( + tensors: BlockSparseTensorsTorch, + *, + batch_size: int, + num_head: int, + seqlen_q: int, + seqlen_k: int, + block_size: tuple[int, int], + subtile_factor: int, +) -> tuple[BlockSparseTensorsTorch, Tuple[Tuple[bool, ...], ...] | None]: + m_block_size, n_block_size = block_size + if tensors.block_size is None: + sparse_block_size_q, sparse_block_size_kv = subtile_factor * m_block_size, n_block_size + else: + sparse_block_size_q, sparse_block_size_kv = tensors.block_size + if sparse_block_size_q != subtile_factor * m_block_size: + raise ValueError( + f"Block sparsity expects sparse_block_size_q={subtile_factor * m_block_size} " + f"for subtile_factor={subtile_factor}." + ) + if sparse_block_size_kv != n_block_size: + raise ValueError( + f"Block sparsity expects sparse_block_size[1]={n_block_size} to match tile_n." + ) + expected_count_shape, expected_index_shape = get_block_sparse_expected_shapes_bwd( + batch_size, + num_head, + seqlen_q, + seqlen_k, + m_block_size, + n_block_size, + subtile_factor, + ) + normalized_tensors = normalize_block_sparse_tensors( + tensors, + expected_count_shape=expected_count_shape, + expected_index_shape=expected_index_shape, + context="_flash_attn_bwd", + hint=lambda: ( + f"Backward expects Q-direction block-sparse tensors (q_mask_cnt/q_mask_idx, " + f"and optionally full_q_cnt/full_q_idx). Regenerate the backward BlockMask with " + f"BLOCK_SIZE=({subtile_factor * m_block_size}, {n_block_size})." + ), + ) + return normalized_tensors, get_block_sparse_broadcast_pattern(normalized_tensors) + + +def to_cute_block_sparse_tensors( + tensors: BlockSparseTensorsTorch, enable_tvm_ffi: bool = True +) -> BlockSparseTensors | None: + """Convert torch block sparsity tensors to CuTe tensors, optionally for tvm ffi""" + if not is_block_sparsity_enabled(tensors): + return None + ( + mask_block_cnt, + mask_block_idx, + full_block_cnt, + full_block_idx, + *_, + ) = tensors + + ( + mask_block_cnt_tensor, + mask_block_idx_tensor, + ) = [ + to_cute_tensor(t, assumed_align=4, leading_dim=-1, enable_tvm_ffi=enable_tvm_ffi) + for t in (mask_block_cnt, mask_block_idx) + ] + ( + full_block_cnt_tensor, + full_block_idx_tensor, + ) = [ + to_cute_tensor(t, assumed_align=4, leading_dim=-1, enable_tvm_ffi=enable_tvm_ffi) + if t is not None + else None + for t in (full_block_cnt, full_block_idx) + ] + + return BlockSparseTensors( + mask_block_cnt_tensor, + mask_block_idx_tensor, + full_block_cnt_tensor, + full_block_idx_tensor, + ) + + +def fast_sampling(mask_mod): + """Convenience decorator to mark mask_mod as safe for 5-point fast sampling""" + mask_mod.use_fast_sampling = True + return mask_mod diff --git a/kernel/deps/flash_attn/cute/compute_block_sparsity.py b/kernel/deps/flash_attn/cute/compute_block_sparsity.py new file mode 100644 index 0000000000000000000000000000000000000000..a2dd98e41d20ccd6889f6a93555623daee0352e5 --- /dev/null +++ b/kernel/deps/flash_attn/cute/compute_block_sparsity.py @@ -0,0 +1,378 @@ +from functools import partial +from typing import Callable, Optional, Tuple + +import cutlass +import cutlass.cute as cute +import torch +from cutlass import Boolean, Int8, Int32, const_expr + +from flash_attn.cute.block_sparsity import ( + BlockSparseTensors, + BlockSparseTensorsTorch, + to_cute_block_sparse_tensors, +) +from flash_attn.cute.utils import hash_callable, scalar_to_ssa, ssa_to_scalar +from flash_attn.cute.seqlen_info import SeqlenInfoQK + + +class BlockSparsityKernel: + """Block sparsity kernel for FlexAttention. + + This kernel computes `mask_mod` for every token of each block + to determine if an n block is full, masked, or neither. + + Writes block counts and indices to a BlockSparseTensors object. + + When use_fast_sampling=True, uses 5-point sampling (4 corners + center) + which is much faster but only suitable for masks where this is sufficient. + + TODO: + - optimize mask_mod evaluation + - varlen support + - transposed tensors for bwd pass + """ + + def __init__( + self, + mask_mod: Callable, + tile_mn: Tuple[int, int], + compute_full_blocks: bool = True, + use_aux_tensors: bool = False, + use_fast_sampling: bool = False, + ): + self.mask_mod = mask_mod + self.tile_mn = tile_mn + self.compute_full_blocks = compute_full_blocks + self.use_aux_tensors = use_aux_tensors + self.use_fast_sampling = use_fast_sampling + + @cute.jit + def __call__( + self, + blocksparse_tensors: BlockSparseTensors, + seqlen_q: Int32, + seqlen_k: Int32, + aux_tensors: Optional[list] = None, + ): + self.mask_cnt, self.mask_idx, self.full_cnt, self.full_idx = blocksparse_tensors + + if const_expr(self.compute_full_blocks): + assert self.full_cnt is not None and self.full_idx is not None, ( + "full block tensors must be provided when computing full blocks" + ) + + batch_size, num_heads, num_m_blocks, num_n_blocks = self.mask_idx.shape + # launch 1 CTA per m block + grid = [num_m_blocks, num_heads, batch_size] + + if const_expr(self.use_fast_sampling): + num_threads = 5 + self.num_warps = 1 + else: + num_threads = self.tile_mn[0] + self.num_warps = (num_threads + 32 - 1) // 32 + + self.kernel( + self.mask_cnt, + self.mask_idx, + self.full_cnt, + self.full_idx, + num_n_blocks, + seqlen_q, + seqlen_k, + aux_tensors, + ).launch(grid=grid, block=[num_threads, 1, 1]) + + @cute.kernel + def kernel( + self, + mask_cnt: cute.Tensor, + mask_idx: cute.Tensor, + full_cnt: cute.Tensor, + full_idx: cute.Tensor, + num_n_blocks: Int32, + seqlen_q: Int32, + seqlen_k: Int32, + aux_tensors: Optional[list] = None, + ): + tidx, _, _ = cute.arch.thread_idx() + warp_idx = cute.arch.warp_idx() + lane_id = cute.arch.lane_idx() + m_block, head_idx, batch_idx = cute.arch.block_idx() + + ssa = partial(scalar_to_ssa, dtype=Int32) + + seqlen = SeqlenInfoQK.create( + batch_idx, + seqlen_q, + seqlen_k, + mCuSeqlensQ=None, + mCuSeqlensK=None, + mSeqUsedQ=None, + mSeqUsedK=None, + ) + + @cute.struct + class SharedStorage: + reduction_buffer_smem: cute.struct.Align[ + cute.struct.MemRange[cutlass.Int8, 2 * self.num_warps], 1024 + ] + + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(SharedStorage, 16) + + reduction_buffer = storage.reduction_buffer_smem.get_tensor( + cute.make_layout((self.num_warps, 2)) + ) + + num_mask_blocks = Int32(0) + num_full_blocks = Int32(0) + + for n_block in cutlass.range(num_n_blocks, unroll_full=True): + m_base = m_block * self.tile_mn[0] + n_base = n_block * self.tile_mn[1] + + if const_expr(self.use_fast_sampling): + # Fast path: 5-point sampling (4 corners + center) + # Clamps OOB indices to nearest in bounds. + thread_result = Boolean(False) + thread_is_valid = Boolean(False) + q_idx = Int32(0) + kv_idx = Int32(0) + + if tidx == 0: + # Top-left corner (0, 0); always in bounds + q_idx = m_base + kv_idx = n_base + elif tidx == 1: + # Top-right corner + q_idx = m_base + kv_idx = cutlass.min(n_base + self.tile_mn[1] - 1, seqlen_k - 1) + elif tidx == 2: + # Bottom-left corner + q_idx = cutlass.min(m_base + self.tile_mn[0] - 1, seqlen_q - 1) + kv_idx = n_base + elif tidx == 3: + # Bottom-right corner + q_idx = cutlass.min(m_base + self.tile_mn[0] - 1, seqlen_q - 1) + kv_idx = cutlass.min(n_base + self.tile_mn[1] - 1, seqlen_k - 1) + elif tidx == 4: + # Center point + q_idx = m_base + (cutlass.min(seqlen_q - m_base, self.tile_mn[0])) // 2 + kv_idx = n_base + (cutlass.min(seqlen_k - n_base, self.tile_mn[1])) // 2 + else: + thread_is_valid = Boolean(False) + + # Check bounds and determine if this thread has a valid index pair + if tidx < 5 and q_idx < seqlen_q and kv_idx < seqlen_k: + thread_is_valid = Boolean(True) + q_idx_ssa = ssa(q_idx) + kv_idx_ssa = ssa(kv_idx) + thread_result = ssa_to_scalar( + self.mask_mod( + ssa(batch_idx), + ssa(head_idx), + q_idx_ssa, + kv_idx_ssa, + seqlen, + aux_tensors, + ) + ) + else: + thread_is_valid = Boolean(False) + + # Use vote_any_sync to see if any valid thread found unmasked or masked + # Only count results from threads that checked valid indices + has_unmasked = cute.arch.vote_any_sync(thread_result & thread_is_valid) + has_masked = cute.arch.vote_any_sync((Boolean(not thread_result)) & thread_is_valid) + + else: + # Full path: check all elements in the block + # Track if this thread's row has any masked or unmasked elements + thread_has_unmasked = Boolean(False) + thread_has_masked = Boolean(False) + thread_is_valid = Boolean(False) + + # Each thread handles 1 row + q_idx = m_base + tidx + kv_idx = Int32(0) + if tidx < self.tile_mn[0] and q_idx < seqlen_q: + thread_is_valid = Boolean(True) + q_idx_ssa = ssa(q_idx) + + # Loop over all columns in this row + for c in cutlass.range(self.tile_mn[1], unroll_full=True): + kv_idx = n_base + c + kv_idx_ssa = ssa(kv_idx) + + # Only check elements within valid sequence bounds + if kv_idx < seqlen_k: + # Direct scalar call + mask_val = ssa_to_scalar( + self.mask_mod( + ssa(batch_idx), + ssa(head_idx), + q_idx_ssa, + kv_idx_ssa, + seqlen, + aux_tensors, + ) + ) + + # Update tracking flags + if mask_val: + thread_has_unmasked = Boolean(True) + else: + thread_has_masked = Boolean(True) + + # Block-level reduction to combine results across all threads + # Only count votes from threads that checked valid indices + warp_has_unmasked_mask = cute.arch.vote_any_sync( + thread_has_unmasked & thread_is_valid + ) + warp_has_masked_mask = cute.arch.vote_any_sync(thread_has_masked & thread_is_valid) + + # lane 0 writes the ballot mask to shared memory + lane_id = tidx % 32 + if lane_id == 0: + # Store as Int8 + reduction_buffer[warp_idx, 0] = Int8(1) if warp_has_unmasked_mask else Int8(0) + reduction_buffer[warp_idx, 1] = Int8(1) if warp_has_masked_mask else Int8(0) + + cute.arch.sync_threads() + + # Thread 0 ORs all warp results together + has_unmasked = Boolean(False) + has_masked = Boolean(False) + if tidx == 0: + for w in cutlass.range(self.num_warps): + if reduction_buffer[w, 0]: + has_unmasked = Boolean(True) + if reduction_buffer[w, 1]: + has_masked = Boolean(True) + + # Only thread 0 updates the output arrays (common to both paths) + if tidx == 0: + # Block classification based on what we found: + # - If has_masked and has_unmasked: partial block (needs masking) + # - If only has_unmasked: full block (no masking needed) + # - If only has_masked: skip this block entirely + is_partial = Boolean(has_masked and has_unmasked) + is_full = Boolean(has_unmasked and (not has_masked)) + + if is_partial: + mask_idx[batch_idx, head_idx, m_block, num_mask_blocks] = n_block + num_mask_blocks += 1 + elif is_full and const_expr(self.compute_full_blocks): + full_idx[batch_idx, head_idx, m_block, num_full_blocks] = n_block + num_full_blocks += 1 + + # Only thread 0 writes back the counts + if tidx == 0: + mask_cnt[batch_idx, head_idx, m_block] = num_mask_blocks + if const_expr(self.compute_full_blocks): + full_cnt[batch_idx, head_idx, m_block] = num_full_blocks + + +def compute_block_sparsity( + tile_m, + tile_n, + batch_size, + num_heads, + seqlen_q, + seqlen_k, + mask_mod: Callable, + aux_tensors: Optional[list], # list[cute.Tensor] + device, + compute_full_blocks: bool = True, + use_fast_sampling: bool = False, +) -> Tuple[BlockSparseTensors, BlockSparseTensorsTorch]: + """ + Computes block sparsity for a given `mask_mod`. + + Args: + tile_m: The tile size for the m dimension. + tile_n: The tile size for the n dimension. + batch_size: The batch size. + num_heads: The number of heads. + seqlen_q: The sequence length for the query. + seqlen_k: The sequence length for the key. + mask_mod: The `mask_mod` callable to use. + aux_tensors: A list of auxiliary tensors. + device: The device to use. + compute_full_blocks: Whether to compute full blocks. If False, only partially-masked blocks are computed. + use_fast_sampling: Whether to use 5-point sampling (4 corners + center). This is much faster, but only suitable for masks where this check is sufficient. + + Returns: + A tuple of `BlockSparseTensors` and `BlockSparseTensorsTorch`. + """ + # Check if mask_mod is marked as suitable for 5-point fast sampling + use_fast_sampling = getattr(mask_mod, "use_fast_sampling", use_fast_sampling) + + num_m_blocks = (seqlen_q + tile_m - 1) // tile_m + num_n_blocks = (seqlen_k + tile_n - 1) // tile_n + + mask_block_cnt = torch.zeros( + (batch_size, num_heads, num_m_blocks), device=device, dtype=torch.int32 + ) + mask_block_idx = torch.zeros( + (batch_size, num_heads, num_m_blocks, num_n_blocks), device=device, dtype=torch.int32 + ) + full_block_cnt = ( + torch.zeros((batch_size, num_heads, num_m_blocks), device=device, dtype=torch.int32) + if compute_full_blocks + else None + ) + full_block_idx = ( + torch.zeros( + (batch_size, num_heads, num_m_blocks, num_n_blocks), device=device, dtype=torch.int32 + ) + if compute_full_blocks + else None + ) + + blocksparse_tensors_torch = BlockSparseTensorsTorch( + mask_block_cnt=mask_block_cnt, + mask_block_idx=mask_block_idx, + full_block_cnt=full_block_cnt, + full_block_idx=full_block_idx, + block_size=(tile_m, tile_n), + ) + + mask_mod_hash = hash_callable(mask_mod) + blocksparse_tensors = to_cute_block_sparse_tensors( + blocksparse_tensors_torch, enable_tvm_ffi=True + ) + + compile_key = ( + tile_m, + tile_n, + mask_mod_hash, + compute_full_blocks, + aux_tensors is not None, + use_fast_sampling, + ) + if compile_key not in compute_block_sparsity.compile_cache: + kernel = BlockSparsityKernel( + mask_mod, + tile_mn=(tile_m, tile_n), + compute_full_blocks=compute_full_blocks, + use_aux_tensors=aux_tensors is not None, + use_fast_sampling=use_fast_sampling, + ) + + compute_block_sparsity.compile_cache[compile_key] = cute.compile( + kernel, blocksparse_tensors, seqlen_q, seqlen_k, aux_tensors, options="--enable-tvm-ffi" + ) + + compute_block_sparsity.compile_cache[compile_key]( + blocksparse_tensors_torch[:4], + seqlen_q, + seqlen_k, + aux_tensors, + ) + + return blocksparse_tensors, blocksparse_tensors_torch + + +compute_block_sparsity.compile_cache = {} diff --git a/kernel/deps/flash_attn/cute/copy_utils.py b/kernel/deps/flash_attn/cute/copy_utils.py new file mode 100644 index 0000000000000000000000000000000000000000..cfdcbdb80a098206c4e23bb92e234bc5547d519a --- /dev/null +++ b/kernel/deps/flash_attn/cute/copy_utils.py @@ -0,0 +1,340 @@ +# Copyright (c) 2025, Wentao Guo, Ted Zadouri, Tri Dao. + +import math +from typing import Optional, Type, Callable + +import cutlass +import cutlass.cute as cute +from cutlass import Float32, Int32, const_expr +from cutlass.cute.nvgpu import cpasync +import cutlass.utils.blackwell_helpers as sm100_utils +from cutlass.cutlass_dsl import T, dsl_user_op +from cutlass._mlir.dialects import llvm +import cutlass.pipeline + + +@dsl_user_op +def cvt_copy( + atom: cute.CopyAtom, + src: cute.Tensor, + dst: cute.Tensor, + *, + pred: Optional[cute.Tensor] = None, + loc=None, + ip=None, + **kwargs, +) -> None: + assert isinstance(src.iterator, cute.Pointer) and src.memspace == cute.AddressSpace.rmem + if const_expr(src.element_type != dst.element_type): + src_cvt = cute.make_fragment_like(src, dst.element_type, loc=loc, ip=ip) + src_cvt.store(src.load().to(dst.element_type)) + src = src_cvt + cute.copy(atom, src, dst, pred=pred, loc=loc, ip=ip, **kwargs) + + +@dsl_user_op +def load_s2r(src: cute.Tensor, *, loc=None, ip=None) -> cute.Tensor: + dst = cute.make_fragment_like(src, src.element_type, loc=loc, ip=ip) + cute.autovec_copy(src, dst, loc=loc, ip=ip) + return dst + + +@dsl_user_op +def get_copy_atom( + dtype: Type[cutlass.Numeric], num_copy_elems: int, is_async: bool = False, *, loc=None, ip=None +) -> cute.CopyAtom: + num_copy_bits = const_expr(min(128, num_copy_elems * dtype.width)) + copy_op = cpasync.CopyG2SOp() if is_async else cute.nvgpu.CopyUniversalOp() + return cute.make_copy_atom(copy_op, dtype, num_bits_per_copy=num_copy_bits) + + +@dsl_user_op +def make_tmem_copy( + tmem_copy_atom: cute.CopyAtom, num_wg: int = 1, *, loc=None, ip=None +) -> cute.CopyAtom: + num_dp, num_bits, num_rep, _ = sm100_utils.get_tmem_copy_properties(tmem_copy_atom) + assert num_dp == 32 + assert num_bits == 32 + tiler_mn = (cute.make_layout((128 * num_rep * num_wg // 32, 32), stride=(32, 1)),) + layout_tv = cute.make_layout( + ((32, 4, num_wg), (num_rep, 32)), stride=((0, 1, 4 * num_rep), (4, 4 * num_rep * num_wg)) + ) + return cute.make_tiled_copy(tmem_copy_atom, layout_tv, tiler_mn) + + +@dsl_user_op +def copy( + src: cute.Tensor, + dst: cute.Tensor, + *, + pred: Optional[cute.Tensor] = None, + num_copy_elems: int = 1, + is_async: bool = False, + loc=None, + ip=None, + **kwargs, +) -> None: + copy_atom = get_copy_atom(src.element_type, num_copy_elems, is_async) + cute.copy(copy_atom, src, dst, pred=pred, loc=loc, ip=ip, **kwargs) + + +def tiled_copy_1d( + dtype: Type[cutlass.Numeric], num_threads: int, num_copy_elems: int = 1, is_async: bool = False +) -> cute.TiledCopy: + num_copy_bits = num_copy_elems * dtype.width + copy_op = cpasync.CopyG2SOp() if is_async else cute.nvgpu.CopyUniversalOp() + copy_atom = cute.make_copy_atom(copy_op, dtype, num_bits_per_copy=num_copy_bits) + thr_layout = cute.make_layout(num_threads) + val_layout = cute.make_layout(num_copy_elems) + return cute.make_tiled_copy_tv(copy_atom, thr_layout, val_layout) + + +def tiled_copy_2d( + dtype: Type[cutlass.Numeric], major_mode_size: int, num_threads: int, is_async: bool = False +) -> cute.TiledCopy: + num_copy_bits = math.gcd(major_mode_size, 128 // dtype.width) * dtype.width + copy_elems = num_copy_bits // dtype.width + copy_op = cpasync.CopyG2SOp() if is_async else cute.nvgpu.CopyUniversalOp() + copy_atom = cute.make_copy_atom(copy_op, dtype, num_bits_per_copy=num_copy_bits) + gmem_threads_per_row = major_mode_size // copy_elems + assert num_threads % gmem_threads_per_row == 0 + thr_layout = cute.make_ordered_layout( + (num_threads // gmem_threads_per_row, gmem_threads_per_row), + order=(1, 0), + ) + val_layout = cute.make_layout((1, copy_elems)) + return cute.make_tiled_copy_tv(copy_atom, thr_layout, val_layout) + + +@dsl_user_op +def atomic_add_fp32x4( + a: Float32, b: Float32, c: Float32, d: Float32, gmem_ptr: cute.Pointer, *, loc=None, ip=None +) -> None: + gmem_ptr_i64 = gmem_ptr.toint(loc=loc, ip=ip).ir_value() + # cache_hint = cutlass.Int64(0x12F0000000000000) + llvm.inline_asm( + None, + [ + gmem_ptr_i64, + Float32(a).ir_value(loc=loc, ip=ip), + Float32(b).ir_value(loc=loc, ip=ip), + Float32(c).ir_value(loc=loc, ip=ip), + Float32(d).ir_value(loc=loc, ip=ip), + ], + # [gmem_ptr_i64, Float32(a).ir_value(loc=loc, ip=ip), cache_hint.ir_value()], + "{\n\t" + # ".reg .b128 abcd;\n\t" + # "mov.b128 abcd, {$1, $2, $3, $4};\n\t" + ".reg .v4 .f32 abcd;\n\t" + # "mov.b128 abcd, {$1, $2, $3, $4};\n\t" + "mov.f32 abcd.x, $1;\n\t" + "mov.f32 abcd.y, $2;\n\t" + "mov.f32 abcd.z, $3;\n\t" + "mov.f32 abcd.w, $4;\n\t" + "red.global.add.v4.f32 [$0], abcd;\n\t" + # "red.global.add.L2::cache_hint.v4.f32 [$0], abcd, 0x14F0000000000000;\n\t" + "}\n", + # "red.global.add.L2::cache_hint.f32 [$0], $1, 0x12F0000000000000;", + # "red.global.add.L2::cache_hint.f32 [$0], $1, $2;", + "l,f,f,f,f", + # "l,f,l", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@dsl_user_op +def set_block_rank( + smem_ptr: cute.Pointer, peer_cta_rank_in_cluster: Int32, *, loc=None, ip=None +) -> Int32: + """Map the given smem pointer to the address at another CTA rank in the cluster.""" + smem_ptr_i32 = smem_ptr.toint(loc=loc, ip=ip).ir_value() + return Int32( + llvm.inline_asm( + T.i32(), + [smem_ptr_i32, peer_cta_rank_in_cluster.ir_value()], + "mapa.shared::cluster.u32 $0, $1, $2;", + "=r,r,r", + has_side_effects=False, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + ) + + +@dsl_user_op +def store_shared_remote_fp32x4( + a: Float32, + b: Float32, + c: Float32, + d: Float32, + smem_ptr: cute.Pointer, + mbar_ptr: cute.Pointer, + peer_cta_rank_in_cluster: Int32, + *, + loc=None, + ip=None, +) -> None: + remote_smem_ptr_i32 = set_block_rank( + smem_ptr, peer_cta_rank_in_cluster, loc=loc, ip=ip + ).ir_value() + remote_mbar_ptr_i32 = set_block_rank( + mbar_ptr, peer_cta_rank_in_cluster, loc=loc, ip=ip + ).ir_value() + llvm.inline_asm( + None, + [ + remote_smem_ptr_i32, + remote_mbar_ptr_i32, + Float32(a).ir_value(loc=loc, ip=ip), + Float32(b).ir_value(loc=loc, ip=ip), + Float32(c).ir_value(loc=loc, ip=ip), + Float32(d).ir_value(loc=loc, ip=ip), + ], + "{\n\t" + ".reg .v4 .f32 abcd;\n\t" + "mov.f32 abcd.x, $2;\n\t" + "mov.f32 abcd.y, $3;\n\t" + "mov.f32 abcd.z, $4;\n\t" + "mov.f32 abcd.w, $5;\n\t" + "st.async.shared::cluster.mbarrier::complete_tx::bytes.v4.f32 [$0], abcd, [$1];\n\t" + "}\n", + "r,r,f,f,f,f", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@dsl_user_op +def cpasync_bulk_g2s( + gmem_ptr: cute.Pointer, + smem_ptr: cute.Pointer, + tma_bar_ptr: cute.Pointer, + size: int | Int32, + *, + loc=None, + ip=None, +): + gmem_ptr_i64 = gmem_ptr.toint(loc=loc, ip=ip).ir_value() + smem_ptr_i32 = smem_ptr.toint(loc=loc, ip=ip).ir_value() + mbar_ptr_i32 = tma_bar_ptr.toint(loc=loc, ip=ip).ir_value() + llvm.inline_asm( + None, + [gmem_ptr_i64, smem_ptr_i32, mbar_ptr_i32, Int32(size).ir_value()], + "cp.async.bulk.shared::cta.global.mbarrier::complete_tx::bytes [$1], [$0], $3, [$2];", + "l,r,r,r", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +@dsl_user_op +def cpasync_reduce_bulk_add_f32( + smem_ptr: cute.Pointer, + gmem_ptr: cute.Pointer, + store_bytes: int | Int32, + *, + loc=None, + ip=None, +): + smem_ptr_i32 = smem_ptr.toint(loc=loc, ip=ip).ir_value() + # cache_hint = cutlass.Int64(0x14F0000000000000) # EVICT_LAST + llvm.inline_asm( + None, + [gmem_ptr.llvm_ptr, smem_ptr_i32, Int32(store_bytes).ir_value()], + "cp.reduce.async.bulk.global.shared::cta.bulk_group.add.f32 [$0], [$1], $2;", + "l,r,r", + # [gmem_ptr.llvm_ptr, smem_ptr_i32, Int32(store_bytes).ir_value(), cache_hint.ir_value()], + # "cp.reduce.async.bulk.global.shared::cta.bulk_group.L2::cache_hint.add.f32 [$0], [$1], $2, $3;", + # "l,r,r,l", + has_side_effects=True, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + + +def cpasync_bulk_get_copy_fn( + src_tensor: cute.Tensor, + dst_tensor: cute.Tensor, + single_stage: bool = False, + **kwargs, +) -> Callable: + # src_is_smem = const_expr( + # isinstance(src_tensor.iterator, cute.Pointer) + # and src_tensor.memspace == cute.AddressSpace.smem + # ) + group_rank_src = const_expr(cute.rank(src_tensor) - (1 if not single_stage else 0)) + group_rank_dst = const_expr(cute.rank(dst_tensor) - (1 if not single_stage else 0)) + # ((atom_v, rest_v), STAGE), ((atom_v, rest_v), RestK) + src = cute.group_modes(src_tensor, 0, group_rank_src) + dst = cute.group_modes(dst_tensor, 0, group_rank_dst) + + def copy_bulk(src_idx, dst_idx, **new_kwargs): + size = const_expr(cute.size(src.shape[:-1]) * src.element_type.width // 8) + cpasync_bulk_g2s( + src[None, src_idx].iterator, + dst[None, dst_idx].iterator, + size=size, + **new_kwargs, + **kwargs, + ) + + def copy_bulk_single_stage(**new_kwargs): + size = const_expr(cute.size(src.shape) * src.element_type.width // 8) + cpasync_bulk_g2s(src.iterator, dst.iterator, size=size, **new_kwargs, **kwargs) + + return copy_bulk if const_expr(not single_stage) else copy_bulk_single_stage + + +def tma_get_copy_fn( + atom: cute.CopyAtom, + cta_coord: cute.Coord, + cta_layout: cute.Layout, + src_tensor: cute.Tensor, + dst_tensor: cute.Tensor, + filter_zeros: bool = False, + single_stage: bool = False, + **kwargs, +) -> Callable: + src_is_smem = const_expr( + isinstance(src_tensor.iterator, cute.Pointer) + and src_tensor.memspace == cute.AddressSpace.smem + ) + smem_tensor, gmem_tensor = (src_tensor, dst_tensor) if src_is_smem else (dst_tensor, src_tensor) + group_rank_smem = const_expr(cute.rank(smem_tensor) - (1 if not single_stage else 0)) + group_rank_gmem = const_expr(cute.rank(gmem_tensor) - (1 if not single_stage else 0)) + # ((atom_v, rest_v), STAGE), ((atom_v, rest_v), RestK) + s, g = cpasync.tma_partition( + atom, + cta_coord, + cta_layout, + cute.group_modes(smem_tensor, 0, group_rank_smem), + cute.group_modes(gmem_tensor, 0, group_rank_gmem), + ) + if const_expr(filter_zeros): + s = cute.filter_zeros(s) + g = cute.filter_zeros(g) + src, dst = (s, g) if src_is_smem else (g, s) + + def copy_tma(src_idx, dst_idx, **new_kwargs): + cute.copy(atom, src[None, src_idx], dst[None, dst_idx], **new_kwargs, **kwargs) + + def copy_tma_single_stage(**new_kwargs): + cute.copy(atom, src, dst, **new_kwargs, **kwargs) + + return (copy_tma if const_expr(not single_stage) else copy_tma_single_stage), s, g + + +def tma_producer_copy_fn(copy: Callable, pipeline: cutlass.pipeline.PipelineAsync): + def copy_fn(src_idx, producer_state: cutlass.pipeline.PipelineState, **new_kwargs): + copy( + src_idx=src_idx, + dst_idx=producer_state.index, + tma_bar_ptr=pipeline.producer_get_barrier(producer_state), + **new_kwargs, + ) + + return copy_fn diff --git a/kernel/deps/flash_attn/cute/cute_dsl_utils.py b/kernel/deps/flash_attn/cute/cute_dsl_utils.py new file mode 100644 index 0000000000000000000000000000000000000000..14723872b85b1346926a4f9f619634bbdcb5a6c5 --- /dev/null +++ b/kernel/deps/flash_attn/cute/cute_dsl_utils.py @@ -0,0 +1,144 @@ +# Copyright (c) 2025, Tri Dao. + +import os +import pathlib +from typing import Tuple +from functools import partial, lru_cache +from dataclasses import dataclass, fields + +import torch + +try: + from triton.tools.disasm import extract +except ImportError: + extract = None + +import cutlass +import cutlass.cute as cute +from cutlass.base_dsl.typing import JitArgument +from cutlass.cutlass_dsl import NumericMeta +from cutlass.cute.runtime import from_dlpack + +StaticTypes = (cutlass.Constexpr, NumericMeta, int, bool, str, float, type(None)) + + +load_cubin_module_data_og = cutlass.base_dsl.runtime.cuda.load_cubin_module_data +cute_compile_og = cute.compile + + +torch2cute_dtype_map = { + torch.float16: cutlass.Float16, + torch.bfloat16: cutlass.BFloat16, + torch.float32: cutlass.Float32, +} + + +@lru_cache +def get_max_active_clusters(cluster_size): + return cutlass.utils.HardwareInfo().get_max_active_clusters(cluster_size=cluster_size) + + +@lru_cache +def get_device_capacity(device: torch.device = None) -> Tuple[int, int]: + return torch.cuda.get_device_capability(device) + + +@dataclass +class ParamsBase: + def __extract_mlir_values__(self): + all_fields = [getattr(self, field.name) for field in fields(self)] + non_constexpr_fields = [f for f in all_fields if not isinstance(f, StaticTypes)] + values, self._values_pos = [], [] + for obj in non_constexpr_fields: + obj_values = cutlass.extract_mlir_values(obj) + values += obj_values + self._values_pos.append(len(obj_values)) + return values + + def __new_from_mlir_values__(self, values): + all_fields = {field.name: getattr(self, field.name) for field in fields(self)} + constexpr_fields = {n: f for n, f in all_fields.items() if isinstance(f, StaticTypes)} + non_constexpr_fields = { + n: f for n, f in all_fields.items() if not isinstance(f, StaticTypes) + } + for (name, field), n_items in zip(non_constexpr_fields.items(), self._values_pos): + non_constexpr_fields[name] = cutlass.new_from_mlir_values(field, values[:n_items]) + values = values[n_items:] + return self.__class__(**non_constexpr_fields, **constexpr_fields) + + +@dataclass +class ArgumentsBase(JitArgument): + def __c_pointers__(self): + all_fields = [getattr(self, field.name) for field in fields(self)] + non_constexpr_fields = [f for f in all_fields if not isinstance(f, StaticTypes)] + c_ptrs = [] + for obj in non_constexpr_fields: + if hasattr(obj, "__c_pointers__"): + c_ptrs.extend(obj.__c_pointers__()) + return c_ptrs + + def __get_mlir_types__(self): + all_fields = [getattr(self, field.name) for field in fields(self)] + non_constexpr_fields = [f for f in all_fields if not isinstance(f, StaticTypes)] + types, self._values_pos = [], [] + for obj in non_constexpr_fields: + if hasattr(obj, "__get_mlir_types__"): + obj_types = obj.__get_mlir_types__() + types.extend(obj_types) + self._values_pos.append(len(obj_types)) + else: + self._values_pos.append(0) + return types + + def __new_from_mlir_values__(self, values): + all_fields = {field.name: getattr(self, field.name) for field in fields(self)} + constexpr_fields = {n: f for n, f in all_fields.items() if isinstance(f, StaticTypes)} + non_constexpr_fields = { + n: f for n, f in all_fields.items() if not isinstance(f, StaticTypes) + } + for (name, field), n_items in zip(non_constexpr_fields.items(), self._values_pos): + non_constexpr_fields[name] = cutlass.new_from_mlir_values(field, values[:n_items]) + values = values[n_items:] + return self.__class__(**non_constexpr_fields, **constexpr_fields) + + +def load_cubin_module_data_patched(cubin_data, filepath): + pathlib.Path(filepath).write_bytes(cubin_data) + return load_cubin_module_data_og(cubin_data) + + +def cute_compile_patched(*args, **kwargs): + """A patched version of cute.compile that dump the SASS to a file if CUTE_CUBIN_PATH is set.""" + cubin_path = os.getenv("CUTE_CUBIN_PATH", None) + if cubin_path is not None: + cutlass.base_dsl.runtime.cuda.load_cubin_module_data = partial( + load_cubin_module_data_patched, filepath=cubin_path + ) + output = cute_compile_og(*args, **kwargs) + if cubin_path is not None: + cutlass.base_dsl.runtime.cuda.load_cubin_module_data = load_cubin_module_data_og + if extract is not None: + sass = extract(cubin_path, None) + pathlib.Path(cubin_path).with_suffix(".annotated.sass").write_text(sass) + return output + + +def to_cute_tensor(t, assumed_align=16, leading_dim=-1, fully_dynamic=False, enable_tvm_ffi=True): + """Convert torch tensor to cute tensor for TVM FFI. leading_dim=-1 defaults to t.ndim-1.""" + tensor = from_dlpack(t.detach(), assumed_align=assumed_align, enable_tvm_ffi=enable_tvm_ffi) + if fully_dynamic: + return tensor.mark_layout_dynamic() + if leading_dim == -1: + leading_dim = t.ndim - 1 + return tensor.mark_layout_dynamic(leading_dim=leading_dim) + + +def get_broadcast_dims(tensor: torch.Tensor) -> Tuple[bool, ...]: + """Return tuple of bools indicating which dims have stride=0 (broadcast). + + This is useful for compile keys since CuTe's mark_layout_dynamic() keeps + stride=0 as static, meaning kernels compiled with different broadcast + patterns are not interchangeable. + """ + return tuple(s == 0 for s in tensor.stride()) diff --git a/kernel/deps/flash_attn/cute/fast_math.py b/kernel/deps/flash_attn/cute/fast_math.py new file mode 100644 index 0000000000000000000000000000000000000000..c56ea89e79887ddf5f0ddb9bd396d08da8b1493a --- /dev/null +++ b/kernel/deps/flash_attn/cute/fast_math.py @@ -0,0 +1,21 @@ +# Copyright (c) 2025, Tri Dao. + +import cutlass +import cutlass.cute as cute +from cutlass import Int32 + + +@cute.jit +def clz(x: Int32) -> Int32: + # for i in cutlass.range_constexpr(32): + # if (1 << (31 - i)) & x: + # return Int32(i) + # return Int32(32) + # Early exit is not supported yet + res = Int32(32) + done = False + for i in cutlass.range(32): + if ((1 << (31 - i)) & x) and not done: + res = Int32(i) + done = True + return res diff --git a/kernel/deps/flash_attn/cute/flash_bwd.py b/kernel/deps/flash_attn/cute/flash_bwd.py new file mode 100644 index 0000000000000000000000000000000000000000..763e824e55bef11f7564b0d999d6ecac120db8f4 --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_bwd.py @@ -0,0 +1,1262 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. +# A reimplementation of https://github.com/Dao-AILab/flash-attention/blob/main/hopper/mainloop_bwd_sm80.hpp +# from Cutlass C++ to Cute-DSL. +import math +from types import SimpleNamespace +from typing import Type, Callable, Optional +from functools import partial + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +from cutlass.cute.nvgpu import cpasync, warp +from cutlass import Float32, Int32 +import cutlass.utils as utils_basic + +from flash_attn.cute import ampere_helpers as sm80_utils +from flash_attn.cute import utils +from flash_attn.cute.mask import AttentionMask +from flash_attn.cute.seqlen_info import SeqlenInfoQK +from flash_attn.cute.tile_scheduler import ParamsBase, SingleTileScheduler, SingleTileVarlenScheduler, TileSchedulerArguments + + +class FlashAttentionBackwardSm80: + def __init__( + self, + dtype: Type[cutlass.Numeric], + head_dim: int, + head_dim_v: Optional[int] = None, + qhead_per_kvhead: int = 1, + m_block_size: int = 64, + n_block_size: int = 128, + num_stages_Q: int = 2, + num_stages_dO: int = 2, + num_threads: int = 256, + pack_gqa: bool = False, + is_causal: bool = False, + SdP_swapAB: bool = False, + dKV_swapAB: bool = False, + dQ_swapAB: bool = False, + AtomLayoutMSdP: int = 1, + AtomLayoutNdKV: int = 8, + AtomLayoutMdQ: int = 1, + V_in_regs: bool = False, + ): + """Initializes the configuration for a flash attention v2 kernel. + + All contiguous dimensions must be at least 16 bytes aligned which indicates the head dimension + should be a multiple of 8. + + :param head_dim: head dimension + :type head_dim: int + :param m_block_size: m block size + :type m_block_size: int + :param n_block_size: n block size + :type n_block_size: int + :param num_threads: number of threads + :type num_threads: int + :param is_causal: is causal + """ + self.dtype = dtype + # padding head_dim to a multiple of 16 as k_block_size + hdim_multiple_of = 32 + self.head_dim_padded = int(math.ceil(head_dim / hdim_multiple_of) * hdim_multiple_of) + head_dim_v = head_dim_v if head_dim_v is not None else head_dim + self.same_hdim_kv = head_dim == head_dim_v + self.head_dim_v_padded = int(math.ceil(head_dim_v / hdim_multiple_of) * hdim_multiple_of) + # Can save registers (and hence be faster) if we don't have to check hdim predication + self.check_hdim_oob = head_dim != self.head_dim_padded + self.check_hdim_v_oob = head_dim_v != self.head_dim_v_padded + self.qhead_per_kvhead = qhead_per_kvhead + self.m_block_size = m_block_size + self.n_block_size = n_block_size + self.num_threads = num_threads + self.pack_gqa = pack_gqa + self.is_causal = is_causal + self.num_stages_Q = num_stages_Q + self.num_stages_dO = num_stages_dO + self.SdP_swapAB = SdP_swapAB + self.dKV_swapAB = dKV_swapAB + self.dQ_swapAB = dQ_swapAB + self.AtomLayoutMSdP = AtomLayoutMSdP + self.AtomLayoutNdKV = AtomLayoutNdKV + self.AtomLayoutMdQ = AtomLayoutMdQ + num_mma_warps = self.num_threads // cute.arch.WARP_SIZE + self.Mma_dKV_is_RS = AtomLayoutMSdP == 1 and AtomLayoutNdKV == num_mma_warps and SdP_swapAB and not dKV_swapAB + self.V_in_regs = V_in_regs + self.share_QV_smem = V_in_regs + + @staticmethod + def can_implement( + dtype, head_dim, head_dim_v, m_block_size, n_block_size, num_stages_Q, num_stages_dO, + num_threads, is_causal, + V_in_regs=False + ) -> bool: + """Check if the kernel can be implemented with the given parameters. + + :param dtype: data type + :type dtype: cutlass.Numeric + :param head_dim: head dimension + :type head_dim: int + :param m_block_size: m block size + :type m_block_size: int + :param n_block_size: n block size + :type n_block_size: int + :param num_threads: number of threads + :type num_threads: int + :param is_causal: is causal + :type is_causal: bool + + :return: True if the kernel can be implemented, False otherwise + :rtype: bool + """ + if dtype not in [cutlass.Float16, cutlass.BFloat16]: + return False + if head_dim % 8 != 0: + return False + if head_dim_v % 8 != 0: + return False + if n_block_size % 16 != 0: + return False + if num_threads % 32 != 0: + return False + # Check if block size setting is out of shared memory capacity + # Shared memory usage: Q tile + (K tile + V tile) where K and V use the same tile size + smem_usage_Q = m_block_size * head_dim * num_stages_Q * 2 + smem_usage_dO = m_block_size * head_dim_v * num_stages_dO * 2 + smem_usage_K = n_block_size * head_dim * 2 + smem_usage_V = n_block_size * head_dim_v * 2 + smem_usage_QV = (smem_usage_Q + smem_usage_V) if not V_in_regs else max(smem_usage_Q, smem_usage_V) + smem_usage = smem_usage_QV + smem_usage_dO + smem_usage_K + smem_capacity = utils_basic.get_smem_capacity_in_bytes("sm_80") + if smem_usage > smem_capacity: + return False + return True + + def _check_type( + self, + mQ_type: Type[cutlass.Numeric], + mK_type: Type[cutlass.Numeric], + mV_type: Type[cutlass.Numeric], + mdO_type: Type[cutlass.Numeric], + mLSE_type: Type[cutlass.Numeric], + mdPsum_type: Type[cutlass.Numeric], + mdQaccum_type: Type[cutlass.Numeric], + mdK_type: Type[cutlass.Numeric], + mdV_type: Type[cutlass.Numeric], + mCuSeqlensQ_type: Type[cutlass.Numeric] | None, + mCuSeqlensK_type: Type[cutlass.Numeric] | None, + mSeqUsedQ_type: Type[cutlass.Numeric] | None, + mSeqUsedK_type: Type[cutlass.Numeric] | None, + ): + if cutlass.const_expr(not (mQ_type == mK_type == mV_type == mdO_type)): + raise TypeError("All tensors must have the same data type") + if cutlass.const_expr(self.qhead_per_kvhead == 1): + if cutlass.const_expr(not (mdK_type == mdV_type == mQ_type)): + raise TypeError("mdK and mdV tensors must have the same data type as mQ") + else: + if cutlass.const_expr(not (mdK_type == mdV_type == cutlass.Float32)): + raise TypeError("mdKaccum and mdVaccum tensors must have the data type Float32") + if cutlass.const_expr(not mQ_type in [cutlass.Float16, cutlass.BFloat16]): + raise TypeError("Only Float16 or BFloat16 is supported") + if cutlass.const_expr(not mLSE_type in [cutlass.Float32]): + raise TypeError("LSE tensor must be Float32") + if cutlass.const_expr(not mdPsum_type in [cutlass.Float32]): + raise TypeError("dPsum tensor must be Float32") + if cutlass.const_expr(not mdQaccum_type in [cutlass.Float32]): + raise TypeError("dQaccum tensor must be Float32") + if cutlass.const_expr(mCuSeqlensQ_type not in [None, cutlass.Int32]): + raise TypeError("cuSeqlensQ tensor must be Int32") + if cutlass.const_expr(mCuSeqlensK_type not in [None, cutlass.Int32]): + raise TypeError("cuSeqlensK tensor must be Int32") + if cutlass.const_expr(mSeqUsedQ_type not in [None, cutlass.Int32]): + raise TypeError("SeqUsedQ tensor must be Int32") + if cutlass.const_expr(mSeqUsedK_type not in [None, cutlass.Int32]): + raise TypeError("SeqUsedK tensor must be Int32") + assert mQ_type == self.dtype + + def _setup_attributes(self): + # /////////////////////////////////////////////////////////////////////////////// + # Shared memory layout: Q/K/V + # /////////////////////////////////////////////////////////////////////////////// + sQ_layout_atom = sm80_utils.get_smem_layout_atom(self.dtype, self.head_dim_padded) + self.sQ_layout = cute.tile_to_shape( + sQ_layout_atom, (self.m_block_size, self.head_dim_padded, self.num_stages_Q), (0, 1, 2), + ) + sK_layout_atom = sQ_layout_atom + self.sK_layout = cute.tile_to_shape( + sK_layout_atom, (self.n_block_size, self.head_dim_padded), (0, 1), + ) + sV_layout_atom = sm80_utils.get_smem_layout_atom(self.dtype, self.head_dim_v_padded) + self.sV_layout = cute.tile_to_shape( + sV_layout_atom, (self.n_block_size, self.head_dim_v_padded), (0, 1), + ) + sdO_layout_atom = sV_layout_atom + self.sdO_layout = cute.tile_to_shape( + sdO_layout_atom, (self.m_block_size, self.head_dim_v_padded, self.num_stages_dO), (0, 1, 2), + ) + # TODO: do we set swizzle to be 3 here explicitly? + sPdS_layout_atom = sm80_utils.get_smem_layout_atom(self.dtype, self.n_block_size) + self.sPdS_layout = cute.tile_to_shape( + sPdS_layout_atom, (self.m_block_size, self.n_block_size), (0, 1), + ) + # We set stride to be multiple of 64 so that if ShuffleLSE, even if threads read from sLSE but out of bounds, + # it's still a valid smem address. + self.sLSE_layout = cute.make_layout( + (self.m_block_size, self.num_stages_Q), + stride=(1, cute.round_up(self.m_block_size, 64)), + ) + sLSEMma_layout = cute.make_layout( + (self.m_block_size, self.n_block_size, self.num_stages_Q), + stride=(1, 0, cute.round_up(self.m_block_size, 64)), + ) + sLSEMma_layout_transposed = cute.make_layout( + (self.n_block_size, self.m_block_size, self.num_stages_Q), + stride=(0, 1, cute.round_up(self.m_block_size, 64)), + ) + self.sLSEMma_layout = sLSEMma_layout if not self.SdP_swapAB else sLSEMma_layout_transposed + + # /////////////////////////////////////////////////////////////////////////////// + # GMEM Tiled copy: + # /////////////////////////////////////////////////////////////////////////////// + # Thread layouts for copies + universal_copy_bits = 128 + async_copy_elems = universal_copy_bits // self.dtype.width + # atom_async_copy: async copy atom for QKV load + atom_async_copy = cute.make_copy_atom( + cpasync.CopyG2SOp(cache_mode=cpasync.LoadCacheMode.GLOBAL), + self.dtype, + num_bits_per_copy=universal_copy_bits, + ) + # atom_universal_copy: universal copy atom for O store + atom_universal_copy = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), self.dtype, num_bits_per_copy=universal_copy_bits, + ) + # tQK_layout: thread layout for QK load + tQK_shape_dim_1 = sQ_layout_atom.outer.shape[1] // async_copy_elems + assert self.num_threads % tQK_shape_dim_1 == 0, "num_threads must be divisible by tQK_shape_dim_1" + tQK_layout = cute.make_ordered_layout( + (self.num_threads // tQK_shape_dim_1, tQK_shape_dim_1), order=(1, 0), + ) + # Do we need to check if we overshot kBlockM when we load Q? + self.is_even_m_smem_q = self.m_block_size % tQK_layout.shape[0] == 0 + # Do we need to check if we overshot kBlockN when we load K? + self.is_even_n_smem_k = self.n_block_size % tQK_layout.shape[0] == 0 + tVdO_shape_dim_1 = sV_layout_atom.outer.shape[1] // async_copy_elems + assert self.num_threads % tVdO_shape_dim_1 == 0, "num_threads must be divisible by tVdO_shape_dim_1" + tVdO_layout = cute.make_ordered_layout( + (self.num_threads // tVdO_shape_dim_1, tVdO_shape_dim_1), order=(1, 0), + ) + # Do we need to check if we overshot kBlockN when we load V? + self.is_even_n_smem_v = self.n_block_size % tVdO_layout.shape[0] == 0 + self.is_even_m_smem_do = self.m_block_size % tVdO_layout.shape[0] == 0 + + # Value layouts for copies + vQKVdO_layout = cute.make_layout((1, async_copy_elems)) + + # gmem_tiled_copy_QK: tiled copy for QK load + self.gmem_tiled_copy_QK = cute.make_tiled_copy_tv(atom_async_copy, tQK_layout, vQKVdO_layout) + self.gmem_tiled_copy_VdO = cute.make_tiled_copy_tv(atom_async_copy, tVdO_layout, vQKVdO_layout) + self.gmem_tiled_copy_dK = cute.make_tiled_copy_tv(atom_universal_copy, tQK_layout, vQKVdO_layout) + self.gmem_tiled_copy_dV = cute.make_tiled_copy_tv(atom_universal_copy, tVdO_layout, vQKVdO_layout) + async_copy_elems_accum = universal_copy_bits // cutlass.Float32.width + + # I think we wouldn't require this with smarter padding + if cutlass.const_expr(not self.varlen_q): + async_copy_elems_accum = universal_copy_bits // cutlass.Float32.width + atom_async_copy_accum = cute.make_copy_atom( + cpasync.CopyG2SOp(cache_mode=cpasync.LoadCacheMode.GLOBAL), + cutlass.Float32, + num_bits_per_copy=universal_copy_bits, + ) + else: + async_copy_elems_accum = 1 + atom_async_copy_accum = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + cutlass.Float32, + num_bits_per_copy=cutlass.Float32.width, + ) + self.gmem_tiled_copy_LSE = cute.make_tiled_copy_tv( + atom_async_copy_accum, + cute.make_layout(self.num_threads), + cute.make_layout(async_copy_elems_accum), + ) + self.gmem_tiled_copy_dQaccum = cute.make_tiled_copy_tv( + cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), cutlass.Float32, num_bits_per_copy=cutlass.Float32.width + ), + cute.make_layout(self.num_threads), + cute.make_layout(1) + ) + if cutlass.const_expr(self.qhead_per_kvhead > 1): + self.gmem_tiled_copy_dK = self.gmem_tiled_copy_dQaccum + self.gmem_tiled_copy_dV = self.gmem_tiled_copy_dQaccum + + def _get_tiled_mma(self): + num_mma_warps = self.num_threads // 32 + AtomLayoutSdP = (self.AtomLayoutMSdP, num_mma_warps // self.AtomLayoutMSdP, 1) if cutlass.const_expr(not self.SdP_swapAB) else (num_mma_warps // self.AtomLayoutMSdP, self.AtomLayoutMSdP, 1) + tiled_mma_sdp = cute.make_tiled_mma( + warp.MmaF16BF16Op(self.dtype, cutlass.Float32, (16, 8, 16)), + AtomLayoutSdP, + permutation_mnk=(AtomLayoutSdP[0] * 16, AtomLayoutSdP[1] * 16, 16), + ) + AtomLayoutdKV = (self.AtomLayoutNdKV, num_mma_warps // self.AtomLayoutNdKV, 1) if cutlass.const_expr(not self.dKV_swapAB) else (num_mma_warps // self.AtomLayoutNdKV, self.AtomLayoutNdKV, 1) + tiled_mma_dkv = cute.make_tiled_mma( + warp.MmaF16BF16Op(self.dtype, cutlass.Float32, (16, 8, 16)), + AtomLayoutdKV, + permutation_mnk=(AtomLayoutdKV[0] * 16, AtomLayoutdKV[1] * 16, 16), + ) + AtomLayoutdQ = (self.AtomLayoutMdQ, num_mma_warps // self.AtomLayoutMdQ, 1) if cutlass.const_expr(not self.dQ_swapAB) else (num_mma_warps // self.AtomLayoutMdQ, self.AtomLayoutMdQ, 1) + tiled_mma_dq = cute.make_tiled_mma( + warp.MmaF16BF16Op(self.dtype, cutlass.Float32, (16, 8, 16)), + AtomLayoutdQ, + permutation_mnk=(AtomLayoutdQ[0] * 16, AtomLayoutdQ[1] * 16, 16), + ) + return tiled_mma_sdp, tiled_mma_dkv, tiled_mma_dq + + def _get_shared_storage_cls(self): + sQ_struct, sK_struct, sV_struct, sdO_struct = [ + cute.struct.Align[cute.struct.MemRange[self.dtype, cute.cosize(layout)], 1024] + for layout in (self.sQ_layout, self.sK_layout, self.sV_layout, self.sdO_layout) + ] + cosize_sQV = max(cute.cosize(self.sQ_layout), cute.cosize(self.sV_layout)) + sQV_struct = cute.struct.Align[cute.struct.MemRange[self.dtype, cosize_sQV], 1024] + sLSE_struct, sdPsum_struct = [ + cute.struct.Align[cute.struct.MemRange[cutlass.Float32, cute.cosize(layout)], 128] + for layout in (self.sLSE_layout, self.sLSE_layout) + ] + sP_struct, sdS_struct = [ + cute.struct.Align[cute.struct.MemRange[self.dtype, cute.cosize(layout)], 128] + for layout in (self.sPdS_layout, self.sPdS_layout) + ] + + @cute.struct + class SharedStorageSeparateQV: + sK: sK_struct + sV: sV_struct + sQ: sQ_struct + sdO: sdO_struct + sLSE: sLSE_struct + sdPsum: sdPsum_struct + sP: sP_struct + sdS: sdS_struct + # TODO: the case where there's no sP + + @cute.struct + class SharedStorageSharedQV: + sK: sK_struct + sV: sV_struct + sQ: sQV_struct + sdO: sdO_struct + sLSE: sLSE_struct + sdPsum: sdPsum_struct + sP: sP_struct + sdS: sdS_struct + + return SharedStorageSeparateQV if cutlass.const_expr(not self.share_QV_smem) else SharedStorageSharedQV + + @cute.jit + def __call__( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mdO: cute.Tensor, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + mdQaccum: cute.Tensor, + mdK: cute.Tensor, + mdV: cute.Tensor, + softmax_scale: cutlass.Float32, + stream: cuda.CUstream, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mCuSeqlensK: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + mSeqUsedK: Optional[cute.Tensor] = None, + softcap: Float32 | float | None = None, + window_size_left: Int32 | int | None = None, + window_size_right: Int32 | int | None = None, + mdQ_semaphore: Optional[cute.Tensor] = None, + ): + assert mdQ_semaphore is None, "semaphore not supported yet" + # Get the data type and check if it is fp16 or bf16 + self._check_type(*(t.element_type if t is not None else None + for t in (mQ, mK, mV, mdO, mLSE, mdPsum, mdQaccum, mdK, mdV, mCuSeqlensQ, mCuSeqlensK, mSeqUsedQ, mSeqUsedK))) + # Assume all strides are divisible by 128 bits except the last stride + # Skip cute.assume() for stride=0 (broadcast dims from expand() are Python ints) + new_stride = lambda t: (*(cute.assume(s, divby=128 // t.element_type.width) if not isinstance(s, int) or s != 0 else s for s in t.stride[:-1]), t.stride[-1]) + mQ, mK, mV, mdO, mLSE, mdPsum, mdQaccum, mdK, mdV = [cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) if t is not None else None for t in (mQ, mK, mV, mdO, mLSE, mdPsum, mdQaccum, mdK, mdV)] + self.varlen_q = (mCuSeqlensQ is not None) + self._setup_attributes() + SharedStorage = self._get_shared_storage_cls() + tiled_mma_sdp, tiled_mma_dkv, tiled_mma_dq = self._get_tiled_mma() + + num_head = mQ.shape[1] if cutlass.const_expr(mCuSeqlensQ is not None) else mQ.shape[2] + + if cutlass.const_expr(mCuSeqlensK is not None): + TileScheduler = SingleTileVarlenScheduler + num_batch = mCuSeqlensK.shape[0] - 1 + else: + TileScheduler = SingleTileScheduler + num_batch = mK.shape[0] + + # Uses seqlen k, etc. since main bwd kernel's blocks are over n + tile_sched_args = TileSchedulerArguments( + num_block=cute.ceil_div(mK.shape[1], self.n_block_size), + num_head=num_head, + num_batch=num_batch, + num_splits=1, + seqlen_k=0, + headdim=mK.shape[2], + headdim_v=mV.shape[2], + total_q=mK.shape[0], + tile_shape_mn=(self.n_block_size, self.m_block_size), + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if cutlass.const_expr(self.pack_gqa) else 1, + mCuSeqlensQ=mCuSeqlensK, + mSeqUsedQ=mSeqUsedK, + ) + + tile_sched_params = TileScheduler.to_underlying_arguments(tile_sched_args) + grid_dim = TileScheduler.get_grid_shape(tile_sched_params) + + softmax_scale_log2 = softmax_scale * math.log2(math.e) + self.kernel( + mQ, + mK, + mV, + mdO, + mLSE, + mdPsum, + mdQaccum, + mdK, + mdV, + mCuSeqlensQ, + mCuSeqlensK, + mSeqUsedQ, + mSeqUsedK, + softmax_scale, + softmax_scale_log2, + self.sQ_layout, + self.sK_layout, + self.sV_layout, + self.sdO_layout, + self.sPdS_layout, + self.sLSE_layout, + self.sLSEMma_layout, + self.gmem_tiled_copy_QK, + self.gmem_tiled_copy_VdO, + self.gmem_tiled_copy_dK, + self.gmem_tiled_copy_dV, + self.gmem_tiled_copy_LSE, + self.gmem_tiled_copy_dQaccum, + tiled_mma_sdp, + tiled_mma_dkv, + tiled_mma_dq, + SharedStorage, + tile_sched_params, + TileScheduler, + ).launch( + grid=grid_dim, + block=[self.num_threads, 1, 1], + smem=SharedStorage.size_in_bytes(), + stream=stream, + ) + + @cute.kernel + def kernel( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mdO: cute.Tensor, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + mdQaccum: cute.Tensor, + mdK: cute.Tensor, + mdV: cute.Tensor, + mCuSeqlensQ: Optional[cute.Tensor], + mCuSeqlensK: Optional[cute.Tensor], + mSeqUsedQ: Optional[cute.Tensor], + mSeqUsedK: Optional[cute.Tensor], + softmax_scale: cutlass.Float32, + softmax_scale_log2: cutlass.Float32, + sQ_layout: cute.ComposedLayout, + sK_layout: cute.ComposedLayout, + sV_layout: cute.ComposedLayout, + sdO_layout: cute.ComposedLayout, + sPdS_layout: cute.ComposedLayout, + sLSE_layout: cute.Layout, + sLSEMma_layout: cute.Layout, + gmem_tiled_copy_QK: cute.TiledCopy, + gmem_tiled_copy_VdO: cute.TiledCopy, + gmem_tiled_copy_dK: cute.TiledCopy, + gmem_tiled_copy_dV: cute.TiledCopy, + gmem_tiled_copy_LSE: cute.TiledCopy, + gmem_tiled_copy_dQaccum: cute.TiledCopy, + tiled_mma_sdp: cute.TiledMma, + tiled_mma_dkv: cute.TiledMma, + tiled_mma_dq: cute.TiledMma, + SharedStorage: cutlass.Constexpr, + tile_sched_params: ParamsBase, + TileScheduler: cutlass.Constexpr[Callable], + ): + # Thread index, block index + tidx, _, _ = cute.arch.thread_idx() + + tile_scheduler = TileScheduler.create(tile_sched_params) + work_tile = tile_scheduler.initial_work_tile_info() + + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + + if work_tile.is_valid_tile: + seqlen = SeqlenInfoQK.create(batch_idx, mQ.shape[1], mK.shape[1], mCuSeqlensQ=mCuSeqlensQ, mCuSeqlensK=mCuSeqlensK, mSeqUsedQ=mSeqUsedQ, mSeqUsedK=mSeqUsedK) + + m_block_max = cute.ceil_div(seqlen.seqlen_q, self.m_block_size) + m_block_min = 0 + if cutlass.const_expr(self.is_causal): + m_block_min = max( + (n_block * self.n_block_size + seqlen.seqlen_q - seqlen.seqlen_k) // self.m_block_size, + m_block_min, + ) + # TODO: return early if m_block_max == 0 + + # /////////////////////////////////////////////////////////////////////////////// + # Get the appropriate tiles for this thread block. + # /////////////////////////////////////////////////////////////////////////////// + blkQ_shape = (self.m_block_size, self.head_dim_padded) + blkK_shape = (self.n_block_size, self.head_dim_padded) + blkV_shape = (self.n_block_size, self.head_dim_v_padded) + blkdO_shape = (self.m_block_size, self.head_dim_v_padded) + + if cutlass.const_expr(not seqlen.has_cu_seqlens_q): + mQ_cur = mQ[batch_idx, None, head_idx, None] + mLSE_cur = mLSE[batch_idx, head_idx, None] + mdO_cur = mdO[batch_idx, None, head_idx, None] + mdPsum_cur = mdPsum[batch_idx, head_idx, None] + mdQaccum_cur = mdQaccum[batch_idx, head_idx, None] + else: + padded_offset_q = seqlen.offset_q + batch_idx * self.m_block_size + mQ_cur = cute.domain_offset((seqlen.offset_q, 0), mQ[None, head_idx, None]) + mLSE_cur = cute.domain_offset((padded_offset_q,), mLSE[head_idx, None]) + mdO_cur = cute.domain_offset((seqlen.offset_q, 0), mdO[None, head_idx, None]) + mdPsum_cur = cute.domain_offset((padded_offset_q,), mdPsum[head_idx, None]) + mdQaccum_cur = cute.domain_offset((padded_offset_q * self.head_dim_padded,), mdQaccum[head_idx, None]) + head_idx_kv = head_idx // self.qhead_per_kvhead if cutlass.const_expr(not self.pack_gqa) else head_idx + + if cutlass.const_expr(not seqlen.has_cu_seqlens_k): + mK_cur, mV_cur = [t[batch_idx, None, head_idx_kv, None] for t in (mK, mV)] + else: + mK_cur, mV_cur = [cute.domain_offset((seqlen.offset_k, 0), t[None, head_idx_kv, None]) for t in (mK, mV)] + + # (m_block_size, head_dim, m_block) + gQ = cute.local_tile(mQ_cur, blkQ_shape, (None, 0)) + # (n_block_size, head_dim) + gK = cute.local_tile(mK_cur, blkK_shape, (n_block, 0)) + # (n_block_size, head_dim_v) + gV = cute.local_tile(mV_cur, blkV_shape, (n_block, 0)) + # (m_block_size, head_dim_v, m_block) + gdO = cute.local_tile(mdO_cur, blkdO_shape, (None, 0)) + gLSE = cute.local_tile(mLSE_cur, (self.m_block_size,), (None,)) + gdPsum = cute.local_tile(mdPsum_cur, (self.m_block_size,), (None,)) + gdQaccum = cute.local_tile(mdQaccum_cur, (self.m_block_size * self.head_dim_padded,), (None,)) + + # /////////////////////////////////////////////////////////////////////////////// + # Get shared memory buffer + # /////////////////////////////////////////////////////////////////////////////// + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(SharedStorage) + sQ = storage.sQ.get_tensor(sQ_layout) + sK = storage.sK.get_tensor(sK_layout) + if cutlass.const_expr(not self.share_QV_smem): + sV = storage.sV.get_tensor(sV_layout) + else: + sV = cute.make_tensor(cute.recast_ptr(sQ.iterator, dtype=self.dtype), sV_layout) + sdO = storage.sdO.get_tensor(sdO_layout) + sP = storage.sP.get_tensor(sPdS_layout) + sdS = storage.sdS.get_tensor(sPdS_layout) + sLSE = storage.sLSE.get_tensor(sLSE_layout) + sdPsum = storage.sdPsum.get_tensor(sLSE_layout) + sLSEMma = storage.sLSE.get_tensor(sLSEMma_layout) + sdPsumMma = storage.sdPsum.get_tensor(sLSEMma_layout) + + # Transpose view of tensors for tiled mma + sQt, sdOt, sKt, sPt, sdSt = [utils.transpose_view(t) for t in (sQ, sdO, sK, sP, sdS)] + + gmem_thr_copy_QK = gmem_tiled_copy_QK.get_slice(tidx) + gmem_thr_copy_VdO = gmem_tiled_copy_VdO.get_slice(tidx) + gmem_thr_copy_lse = gmem_tiled_copy_LSE.get_slice(tidx) + gmem_thr_copy_dQaccum = gmem_tiled_copy_dQaccum.get_slice(tidx) + # (CPY_Atom, CPY_M, CPY_K, m_block) + tQgQ = gmem_thr_copy_QK.partition_S(gQ) + tQsQ = gmem_thr_copy_QK.partition_D(sQ) + # (CPY_Atom, CPY_N, CPY_K) + tKgK = gmem_thr_copy_QK.partition_S(gK) + tKsK = gmem_thr_copy_QK.partition_D(sK) + # (CPY_Atom, CPY_N, CPY_K) + tVgV = gmem_thr_copy_VdO.partition_S(gV) + tVsV = gmem_thr_copy_VdO.partition_D(sV) + # (CPY_Atom, CPY_M, CPY_K, m_block) + tdOgdO = gmem_thr_copy_VdO.partition_S(gdO) + tdOsdO = gmem_thr_copy_VdO.partition_D(sdO) + tLSEgLSE = gmem_thr_copy_lse.partition_S(gLSE) + tLSEsLSE = gmem_thr_copy_lse.partition_D(sLSE) + tLSEgdPsum = gmem_thr_copy_lse.partition_S(gdPsum) + tLSEsdPsum = gmem_thr_copy_lse.partition_D(sdPsum) + tdQgdQaccum = gmem_thr_copy_dQaccum.partition_S(gdQaccum) + + # /////////////////////////////////////////////////////////////////////////////// + # Tile MMA compute thread partitions and allocate accumulators + # /////////////////////////////////////////////////////////////////////////////// + thr_mma_sdp = tiled_mma_sdp.get_slice(tidx) + thr_mma_dkv = tiled_mma_dkv.get_slice(tidx) + thr_mma_dq = tiled_mma_dq.get_slice(tidx) + acc_shape_dK = thr_mma_dkv.partition_shape_C((self.n_block_size, self.head_dim_padded)) + acc_shape_dV = thr_mma_dkv.partition_shape_C((self.n_block_size, self.head_dim_v_padded)) + acc_dK = cute.make_fragment(acc_shape_dK, cutlass.Float32) + acc_dV = cute.make_fragment(acc_shape_dV, cutlass.Float32) + acc_dK.fill(0.0) + acc_dV.fill(0.0) + + tSrQ = utils.mma_make_fragment_A(sQ[None, None, 0], thr_mma_sdp, swapAB=self.SdP_swapAB) + tSrK = utils.mma_make_fragment_B(sK, thr_mma_sdp, swapAB=self.SdP_swapAB) + tdPrdO = utils.mma_make_fragment_A(sdO[None, None, 0], thr_mma_sdp, swapAB=self.SdP_swapAB) + tdPrV = utils.mma_make_fragment_B(sV, thr_mma_sdp, swapAB=self.SdP_swapAB) + tdVrP = utils.mma_make_fragment_A(sPt, thr_mma_dkv, swapAB=self.dKV_swapAB) + tdVrdO = utils.mma_make_fragment_B(sdOt[None, None, 0], thr_mma_dkv, swapAB=self.dKV_swapAB) + tdKrdS = utils.mma_make_fragment_A(sdSt, thr_mma_dkv, swapAB=self.dKV_swapAB) + tdKrQ = utils.mma_make_fragment_B(sQt[None, None, 0], thr_mma_dkv, swapAB=self.dKV_swapAB) + tdQrdS = utils.mma_make_fragment_A(sdS, thr_mma_dq, swapAB=self.dQ_swapAB) + tdQrK = utils.mma_make_fragment_B(sKt, thr_mma_dq, swapAB=self.dQ_swapAB) + + LSEslice = (None, 0, None) if cutlass.const_expr(not self.SdP_swapAB) else (0, None, None) + tSsLSEMma = utils.make_acc_tensor_mn_view(thr_mma_sdp.partition_C(sLSEMma))[LSEslice] + tSsdPsumMma = utils.make_acc_tensor_mn_view(thr_mma_sdp.partition_C(sdPsumMma))[LSEslice] + + # /////////////////////////////////////////////////////////////////////////////// + # Smem copy atom tiling + # /////////////////////////////////////////////////////////////////////////////// + smem_copy_atom = cute.make_copy_atom( + warp.LdMatrix8x8x16bOp(transpose=False, num_matrices=4), self.dtype, + ) + smem_copy_atom_transposed = cute.make_copy_atom( + warp.LdMatrix8x8x16bOp(transpose=True, num_matrices=4), self.dtype, + ) + smem_thr_copy_QdO = utils.make_tiled_copy_A( + smem_copy_atom, tiled_mma_sdp, swapAB=self.SdP_swapAB + ).get_slice(tidx) + smem_thr_copy_KV = utils.make_tiled_copy_B( + smem_copy_atom, tiled_mma_sdp, swapAB=self.SdP_swapAB + ).get_slice(tidx) + # TODO: should this be smem_copy_atom_transposed? + smem_thr_copy_PdSt = utils.make_tiled_copy_A( + smem_copy_atom_transposed, tiled_mma_dkv, swapAB=self.dKV_swapAB + ).get_slice(tidx) + smem_thr_copy_QdOt = utils.make_tiled_copy_B( + smem_copy_atom_transposed, tiled_mma_dkv, swapAB=self.dKV_swapAB + ).get_slice(tidx) + smem_thr_copy_dS = utils.make_tiled_copy_A( + smem_copy_atom, tiled_mma_dq, swapAB=self.dQ_swapAB + ).get_slice(tidx) + smem_thr_copy_Kt = utils.make_tiled_copy_B( + smem_copy_atom_transposed, tiled_mma_dq, swapAB=self.dQ_swapAB + ).get_slice(tidx) + # TODO: what's the number of bits? What if SdP_swapAB + r2s_thr_copy_PdS = cute.make_tiled_copy_C( + cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), self.dtype, num_bits_per_copy=2 * self.dtype.width + ), + tiled_mma_sdp, + ).get_slice(tidx) + + tSsQ = smem_thr_copy_QdO.partition_S(sQ) + tdPsdO = smem_thr_copy_QdO.partition_S(sdO) + tSsK = smem_thr_copy_KV.partition_S(sK) + tdPsV = smem_thr_copy_KV.partition_S(sV) + tdVsPt = smem_thr_copy_PdSt.partition_S(sPt) + tdKsdSt = smem_thr_copy_PdSt.partition_S(sdSt) + tdVsdOt = smem_thr_copy_QdOt.partition_S(sdOt) + tdKsQt = smem_thr_copy_QdOt.partition_S(sQt) + tdQsdS = smem_thr_copy_dS.partition_S(sdS) + tdQsKt = smem_thr_copy_Kt.partition_S(sKt) + tPsP = r2s_thr_copy_PdS.partition_D(sP) + tdSsdS = r2s_thr_copy_PdS.partition_D(sdS) + + # /////////////////////////////////////////////////////////////////////////////// + # Predicate: Mark indices that need to copy when problem_shape isn't a multiple + # of tile_shape + # /////////////////////////////////////////////////////////////////////////////// + # Construct identity layout for KV + cQ = cute.make_identity_tensor((self.m_block_size, self.head_dim_padded)) + tQcQ = gmem_thr_copy_QK.partition_S(cQ) + t0QcQ = gmem_thr_copy_QK.get_slice(0).partition_S(cQ) + if cutlass.const_expr(self.head_dim_padded == self.head_dim_v_padded): + tdOcdO = tQcQ + t0dOcdO = t0QcQ + else: + cdO = cute.make_identity_tensor((self.m_block_size, self.head_dim_v_padded)) + tdOcdO = gmem_thr_copy_VdO.partition_S(cdO) + t0dOcdO = gmem_thr_copy_VdO.get_slice(0).partition_S(cdO) + cLSE = cute.make_identity_tensor((self.m_block_size,)) + tLSEcLSE = gmem_thr_copy_lse.partition_S(cLSE) + + # Allocate predicate tensors for m and n, here we only allocate the tile of k, and + # use "if" on the mn dimension. + # This is to reduce register pressure and gets 2-3% performance gain. + + d_head = mQ.shape[cute.rank(mQ) - 1] + d_head_v = mdO.shape[cute.rank(mdO) - 1] + + tQpQ = utils.predicate_k(tQcQ, limit=d_head) + if cutlass.const_expr(self.same_hdim_kv): + tdOpdO = tQpQ + else: + tdOpdO = utils.predicate_k(tdOcdO, limit=d_head_v) + + # group parameters for compute_one_m_block + mma_params = SimpleNamespace( + thr_mma_sdp=thr_mma_sdp, thr_mma_dkv=thr_mma_dkv, thr_mma_dq=thr_mma_dq, + tSrQ=tSrQ, tSrK=tSrK, tdPrdO=tdPrdO, tdPrV=tdPrV, + tdVrP=tdVrP, tdVrdO=tdVrdO, tdKrdS=tdKrdS, tdKrQ=tdKrQ, + tdQrdS=tdQrdS, tdQrK=tdQrK, + acc_dK=acc_dK, acc_dV=acc_dV, + ) + smem_copy_params = SimpleNamespace( + smem_thr_copy_QdO=smem_thr_copy_QdO, + smem_thr_copy_KV=smem_thr_copy_KV, + smem_thr_copy_PdSt=smem_thr_copy_PdSt, + smem_thr_copy_QdOt=smem_thr_copy_QdOt, + smem_thr_copy_dS=smem_thr_copy_dS, + smem_thr_copy_Kt=smem_thr_copy_Kt, + r2s_thr_copy_PdS=r2s_thr_copy_PdS, + tSsQ=tSsQ, tSsK=tSsK, tdPsdO=tdPsdO, tdPsV=tdPsV, + tSsLSEMma=tSsLSEMma, tSsdPsumMma=tSsdPsumMma, + tPsP=tPsP, tdSsdS=tdSsdS, + tdVsPt=tdVsPt, tdVsdOt=tdVsdOt, tdKsdSt=tdKsdSt, tdKsQt=tdKsQt, + tdQsdS=tdQsdS, tdQsKt=tdQsKt, + ) + gmem_copy_params = SimpleNamespace( + gmem_thr_copy_dQaccum=gmem_thr_copy_dQaccum, tdQgdQaccum=tdQgdQaccum + ) + load_Q_LSE = partial( + self.load_Q_LSE, gmem_tiled_copy_QK, gmem_tiled_copy_LSE, + tQgQ, tQsQ, tQcQ, t0QcQ, tQpQ, + tLSEgLSE, tLSEsLSE, tLSEcLSE, seqlen=seqlen.seqlen_q + ) + load_dO_dPsum = partial( + self.load_dO_dPsum, gmem_tiled_copy_VdO, gmem_tiled_copy_LSE, + tdOgdO, tdOsdO, tdOcdO, t0dOcdO, tdOpdO, + tLSEgdPsum, tLSEsdPsum, tLSEcLSE, seqlen=seqlen.seqlen_q + ) + compute_one_m_block = partial( + self.compute_one_m_block, mma_params=mma_params, + smem_copy_params=smem_copy_params, gmem_copy_params=gmem_copy_params, + load_Q_LSE=load_Q_LSE, load_dO_dPsum=load_dO_dPsum, + m_block_max=m_block_max, + softmax_scale_log2=softmax_scale_log2, + ) + + # /////////////////////////////////////////////////////////////////////////////// + # Prologue + # /////////////////////////////////////////////////////////////////////////////// + # Start async loads of the last mn-tile, where we take care of the mn residue + self.load_V(gmem_thr_copy_VdO, tVgV, tVsV, n_block, seqlen=seqlen.seqlen_k, + headdim=d_head_v) + if cutlass.const_expr(self.V_in_regs): + cute.arch.cp_async_commit_group() + self.load_K(gmem_thr_copy_QK, tKgK, tKsK, n_block, seqlen=seqlen.seqlen_k, + headdim=d_head) + cute.arch.cp_async_commit_group() + + if cutlass.const_expr(self.V_in_regs): + cute.arch.cp_async_wait_group(1) + cute.arch.barrier() + tdPrV_copy_view = smem_thr_copy_KV.retile(tdPrV) + cute.copy(smem_thr_copy_KV, tdPsV, tdPrV_copy_view) + # Sync to avoid loading Q to smem_q, which overlaps with smem_v + cute.arch.barrier() + + m_block = m_block_min + assert self.num_stages_Q >= self.num_stages_dO + for stage in cutlass.range_constexpr(self.num_stages_Q): + if cutlass.const_expr(self.num_stages_Q == 1 or stage < self.num_stages_Q - 1): + if stage == 0 or m_block + stage < m_block_max: + load_Q_LSE(m_block + stage, smem_pipe_write_q=stage) + cute.arch.cp_async_commit_group() + if cutlass.const_expr(stage < self.num_stages_dO): + if stage == 0 or m_block + stage < m_block_max: + load_dO_dPsum(m_block + stage, smem_pipe_write_q=stage) + cute.arch.cp_async_commit_group() + + # /////////////////////////////////////////////////////////////////////////////// + # Mainloop + # /////////////////////////////////////////////////////////////////////////////// + # Start processing of the first n-block. + mask = AttentionMask(self.m_block_size, self.n_block_size, seqlen.seqlen_q, seqlen.seqlen_k) + mask_fn = partial( + mask.apply_mask, n_block=n_block, thr_mma=thr_mma_sdp, + mask_seqlen=True, mask_causal=self.is_causal + ) + smem_pipe_read_q = cutlass.Int32(0) + smem_pipe_read_do = cutlass.Int32(0) + smem_pipe_write_q = cutlass.Int32(self.num_stages_Q - 1) + smem_pipe_write_do = cutlass.Int32(0) + for m_tile in cutlass.range(m_block_min, m_block_max, unroll=1): + compute_one_m_block( + m_tile, smem_pipe_read_q, smem_pipe_read_do, smem_pipe_write_q, smem_pipe_write_do, + mask_fn=mask_fn, + ) + smem_pipe_read_q = self.advance_pipeline(smem_pipe_read_q, self.num_stages_Q) + smem_pipe_read_do = self.advance_pipeline(smem_pipe_read_do, self.num_stages_dO) + smem_pipe_write_q = self.advance_pipeline(smem_pipe_write_q, self.num_stages_Q) + smem_pipe_write_do = self.advance_pipeline(smem_pipe_write_do, self.num_stages_dO) + + # /////////////////////////////////////////////////////////////////////////////// + # Epilogue + # /////////////////////////////////////////////////////////////////////////////// + # If GQA, we scale dK in the postprocessing kernel instead + if cutlass.const_expr(self.qhead_per_kvhead == 1): + acc_dK.store(acc_dK.load() * softmax_scale) + # reuse sK and sV data iterator + sdK = cute.make_tensor(sK.iterator, sK_layout) + sdV = cute.make_tensor(sV.iterator, sV_layout) + self.epilogue( + acc_dK, acc_dV, mdK, mdV, sdK, sdV, + gmem_tiled_copy_dK, gmem_tiled_copy_dV, tiled_mma_dkv, + tidx, n_block, head_idx, batch_idx, seqlen, d_head, d_head_v + ) + + @cute.jit + def compute_one_m_block( + self, + m_block: cutlass.Int32, + smem_pipe_read_q: cutlass.Int32, + smem_pipe_read_do: cutlass.Int32, + smem_pipe_write_q: cutlass.Int32, + smem_pipe_write_do: cutlass.Int32, + mma_params: SimpleNamespace, + smem_copy_params: SimpleNamespace, + gmem_copy_params: SimpleNamespace, + load_Q_LSE: Callable, + load_dO_dPsum: Callable, + m_block_max: cutlass.Int32, + softmax_scale_log2: cutlass.Float32, + mask_fn: Optional[Callable] = None, + ): + def load_Q_next(): + m_block_next = m_block + (self.num_stages_Q - 1 if cutlass.const_expr(self.num_stages_Q > 1) else 1) + if m_block_next < m_block_max: + load_Q_LSE(m_block_next, smem_pipe_write_q) + cute.arch.cp_async_commit_group() + + def load_dO_next(): + if m_block + self.num_stages_dO < m_block_max: + load_dO_dPsum(m_block + self.num_stages_dO, smem_pipe_write_do) + cute.arch.cp_async_commit_group() + + # MMA S + acc_shape_SdP = mma_params.thr_mma_sdp.partition_shape_C( + (self.m_block_size, self.n_block_size) if cutlass.const_expr(not self.SdP_swapAB) else (self.n_block_size, self.m_block_size) + ) + acc_S = cute.make_fragment(acc_shape_SdP, cutlass.Float32) + acc_S.fill(0.0) + cute.arch.cp_async_wait_group(1 if cutlass.const_expr(self.num_stages_Q > 1) else 0) + cute.arch.barrier() + sm80_utils.gemm( + mma_params.thr_mma_sdp, acc_S, mma_params.tSrQ, mma_params.tSrK, + smem_copy_params.tSsQ[None, None, None, smem_pipe_read_q if cutlass.const_expr(self.num_stages_Q > 1) else 0], + smem_copy_params.tSsK, + smem_copy_params.smem_thr_copy_QdO, smem_copy_params.smem_thr_copy_KV, + swap_AB=self.SdP_swapAB, + ) + tLSErLSE = cute.make_fragment_like(smem_copy_params.tSsLSEMma[None, 0]) + cute.autovec_copy( + smem_copy_params.tSsLSEMma[None, smem_pipe_read_q if cutlass.const_expr(self.num_stages_Q > 1) else 0], tLSErLSE + ) + if cutlass.const_expr(mask_fn is not None): + mask_fn(acc_S, m_block=m_block) + acc_S_mn = utils.make_acc_tensor_mn_view(acc_S) + bidx = 0 + # if cute.arch.thread_idx()[0] == 0 and cute.arch.block_idx()[0] == bidx: cute.print_tensor(acc_S_mn) + # if cute.arch.thread_idx()[0] == 0 and cute.arch.block_idx()[0] == 1: cute.print_tensor(tLSErLSE) + assert cute.size(acc_S_mn, mode=[0]) == cute.size(tLSErLSE) + for r in cutlass.range(cute.size(acc_S_mn, mode=[0]), unroll_full=True): + acc_S_mn[r, None].store(utils.exp2f(acc_S_mn[r, None].load() * softmax_scale_log2 - tLSErLSE[r])) + # if cute.arch.thread_idx()[0] == 0 and cute.arch.block_idx()[0] == bidx: cute.print_tensor(acc_S_mn) + + # MMA dP + acc_dP = cute.make_fragment(acc_shape_SdP, cutlass.Float32) + acc_dP.fill(0.0) + cute.arch.cp_async_wait_group(1 if cutlass.const_expr(self.num_stages_dO > 1) else 0) + cute.arch.barrier() + sm80_utils.gemm( + mma_params.thr_mma_sdp, acc_dP, mma_params.tdPrdO, mma_params.tdPrV, + smem_copy_params.tdPsdO[None, None, None, smem_pipe_read_do if cutlass.const_expr(self.num_stages_dO > 1) else 0], + smem_copy_params.tdPsV, + smem_copy_params.smem_thr_copy_QdO, smem_copy_params.smem_thr_copy_KV, + hook_fn=load_Q_next if cutlass.const_expr(self.num_stages_Q > 1) else None, + swap_AB=self.SdP_swapAB, + ) + tLSErdPsum = cute.make_fragment_like(smem_copy_params.tSsdPsumMma[None, 0]) + cute.autovec_copy( + smem_copy_params.tSsdPsumMma[None, smem_pipe_read_do if cutlass.const_expr(self.num_stages_dO > 1) else 0], tLSErdPsum + ) + acc_dP_mn = utils.make_acc_tensor_mn_view(acc_dP) + # if cute.arch.thread_idx()[0] == 0 and cute.arch.block_idx()[0] == bidx: cute.print_tensor(acc_dP_mn) + assert cute.size(acc_dP_mn, mode=[0]) == cute.size(tLSErdPsum) + for r in cutlass.range(cute.size(acc_dP_mn, mode=[0]), unroll_full=True): + acc_dP_mn[r, None].store(acc_S_mn[r, None].load() * (acc_dP_mn[r, None].load() - tLSErdPsum[r])) + # if cute.arch.thread_idx()[0] == 0 and cute.arch.block_idx()[0] == bidx: cute.print_tensor(acc_dP_mn) + rP = cute.make_fragment_like(acc_S, self.dtype) + rP.store(acc_S.load().to(self.dtype)) + if cutlass.const_expr(not self.Mma_dKV_is_RS): + tPrP = smem_copy_params.r2s_thr_copy_PdS.retile(rP) # ((Atom,AtomNum), MMA_N, MMA_N) + cute.copy(smem_copy_params.r2s_thr_copy_PdS, tPrP, smem_copy_params.tPsP) + rdS = cute.make_fragment_like(acc_dP, self.dtype) + rdS.store(acc_dP.load().to(self.dtype)) + if cutlass.const_expr(not self.Mma_dKV_is_RS): + cute.arch.barrier() # Make sure P is written + # For hdim 64, It's faster to write to smem_dS first before the dV gemm + if cutlass.const_expr(not self.Mma_dKV_is_RS): + tdSrdS = smem_copy_params.r2s_thr_copy_PdS.retile(rdS) + cute.copy(smem_copy_params.r2s_thr_copy_PdS, tdSrdS, smem_copy_params.tdSsdS) + if cutlass.const_expr(self.Mma_dKV_is_RS): + tdVrP = cute.make_tensor(rP.iterator, utils.convert_layout_acc_frgA(rP.layout)) + else: + tdVrP = mma_params.tdVrP + + # MMA dK + sm80_utils.gemm( + mma_params.thr_mma_dkv, mma_params.acc_dV, tdVrP, mma_params.tdVrdO, + smem_copy_params.tdVsPt, + smem_copy_params.tdVsdOt[None, None, None, smem_pipe_read_do if cutlass.const_expr(self.num_stages_dO > 1) else 0], + smem_copy_params.smem_thr_copy_PdSt, smem_copy_params.smem_thr_copy_QdOt, + A_in_regs=self.Mma_dKV_is_RS, + swap_AB=self.dKV_swapAB, + ) + # if cute.arch.thread_idx()[0] == 0 and cute.arch.block_idx()[0] == bidx: cute.print_tensor(mma_params.acc_dV) + cute.arch.barrier() # Make sure dS is written + + # MMA dQ + def dQ_mma(hook_fn): + acc_shape_dQ = mma_params.thr_mma_dq.partition_shape_C( + (self.m_block_size, self.head_dim_padded) if cutlass.const_expr(not self.dQ_swapAB) else (self.head_dim_padded, self.m_block_size) + ) + acc_dQ = cute.make_fragment(acc_shape_dQ, cutlass.Float32) + acc_dQ.fill(0.0) + sm80_utils.gemm( + mma_params.thr_mma_dq, acc_dQ, mma_params.tdQrdS, mma_params.tdQrK, + smem_copy_params.tdQsdS, smem_copy_params.tdQsKt, + smem_copy_params.smem_thr_copy_dS, smem_copy_params.smem_thr_copy_Kt, + swap_AB=self.dQ_swapAB, + hook_fn=hook_fn + ) + # ((1, 1), num_elements) + acc_dQ_atomic = gmem_copy_params.gmem_thr_copy_dQaccum.retile(acc_dQ) + tdQgdQaccum_atomic = gmem_copy_params.tdQgdQaccum[None, None, m_block] + assert cute.size(acc_dQ_atomic) == cute.size(tdQgdQaccum_atomic) + for i in cutlass.range(cute.size(acc_dQ_atomic), unroll_full=True): + utils.atomic_add_fp32(acc_dQ_atomic[i], utils.elem_pointer(tdQgdQaccum_atomic, i)) + # utils.atomic_add_fp32(acc_dQ[i], tdQgdQaccum_atomic.iterator + i * tdQgdQaccum_atomic.stride[1]) + # if cute.arch.thread_idx()[0] == 64 and cute.arch.block_idx()[0] == bidx: cute.print_tensor(acc_dQ) + + # If num_stages_Q == 1, we want to do Mma_dK first so we can start loading Q for the next iteration + if cutlass.const_expr(self.num_stages_Q > 1): + dQ_mma(load_dO_next) + + # MMA dK + if cutlass.const_expr(self.Mma_dKV_is_RS): + tdKrdS = cute.make_tensor(rdS.iterator, utils.convert_layout_acc_frgA(rdS.layout)) + else: + tdKrdS = mma_params.tdKrdS + sm80_utils.gemm( + mma_params.thr_mma_dkv, mma_params.acc_dK, tdKrdS, mma_params.tdKrQ, + smem_copy_params.tdKsdSt, + smem_copy_params.tdKsQt[None, None, None, smem_pipe_read_q if cutlass.const_expr(self.num_stages_Q > 1) else 0], + smem_copy_params.smem_thr_copy_PdSt, smem_copy_params.smem_thr_copy_QdOt, + A_in_regs=self.Mma_dKV_is_RS, + swap_AB=self.dKV_swapAB, + hook_fn=load_dO_next if cutlass.const_expr(self.num_stages_Q == 1) else None, + ) + # if cute.arch.thread_idx()[0] == 0: cute.print_tensor(mma_params.acc_dK) + if cutlass.const_expr(self.num_stages_Q == 1): + cute.arch.barrier() + dQ_mma(load_Q_next) + + @cute.jit + def epilogue( + self, + acc_dK: cute.Tensor, + acc_dV: cute.Tensor, + mdK: cute.Tensor, + mdV: cute.Tensor, + sdK: cute.Tensor, + sdV: cute.Tensor, + gmem_tiled_copy_dK: cute.TiledCopy, + gmem_tiled_copy_dV: cute.TiledCopy, + tiled_mma: cute.TiledMma, + tidx: cutlass.Int32, + n_block: cutlass.Int32, + num_head: cutlass.Int32, + batch_size: cutlass.Int32, + seqlen: SeqlenInfoQK, + d_head: cutlass.Int32, + d_head_v: cutlass.Int32 + ): + rdV = cute.make_fragment_like(acc_dV, self.dtype) + rdV.store(acc_dV.load().to(self.dtype)) + rdK = cute.make_fragment_like(acc_dK, self.dtype) + rdK.store(acc_dK.load().to(self.dtype)) + gmem_thr_copy_dK = gmem_tiled_copy_dK.get_slice(tidx) + gmem_thr_copy_dV = gmem_tiled_copy_dV.get_slice(tidx) + + batch_idx = batch_size + head_idx_kv = num_head // self.qhead_per_kvhead if cutlass.const_expr(not self.pack_gqa) else num_head + + if cutlass.const_expr(self.qhead_per_kvhead == 1): + # Make sure all threads have finished reading K and V, otherwise we get racy dQ + # because smem_q could be changed. + cute.arch.barrier() + # smem copy atom for dKV + smem_copy_atom_dKV = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), self.dtype, num_bits_per_copy=2 * self.dtype.width + ) + smem_thr_copy_dKV = cute.make_tiled_copy_C(smem_copy_atom_dKV, tiled_mma).get_slice(tidx) + taccdVrdV = smem_thr_copy_dKV.retile(rdV) + taccdKrdK = smem_thr_copy_dKV.retile(rdK) + taccdVsdV = smem_thr_copy_dKV.partition_D(sdV) + taccdKsdK = smem_thr_copy_dKV.partition_D(sdK) + # copy acc O from rmem to smem with the smem copy atom + cute.copy(smem_copy_atom_dKV, taccdVrdV, taccdVsdV) + cute.copy(smem_copy_atom_dKV, taccdKrdK, taccdKsdK) + + + if cutlass.const_expr(not seqlen.has_cu_seqlens_k): + mdK_cur, mdV_cur = [t[batch_idx, None, head_idx_kv, None] for t in (mdK, mdV)] + else: + mdK_cur, mdV_cur = [cute.domain_offset((seqlen.offset_k, 0), t[None, head_idx_kv, None]) for t in (mdK, mdV)] + + blkdK_shape = (self.n_block_size, self.head_dim_padded) + blkdV_shape = (self.n_block_size, self.head_dim_v_padded) + gdK = cute.local_tile(mdK_cur, blkdK_shape, (n_block, 0)) + gdV = cute.local_tile(mdV_cur, blkdV_shape, (n_block, 0)) + tdKsdK = gmem_thr_copy_dK.partition_S(sdK) + tdKgdK = gmem_thr_copy_dK.partition_D(gdK) + tdVsdV = gmem_thr_copy_dV.partition_S(sdV) + tdVgdV = gmem_thr_copy_dV.partition_D(gdV) + tdKrdK = cute.make_fragment_like(tdKgdK, self.dtype) + tdVrdV = cute.make_fragment_like(tdVgdV, self.dtype) + # sync before all smem stores are done. + cute.arch.barrier() + # load acc dK and dV from smem to rmem for wider vectorization + # Need to check OOB when reading from smem if kBlockN isn't evenly tiled + # TODO + cute.autovec_copy(tdKsdK, tdKrdK) + cute.autovec_copy(tdVsdV, tdVrdV) + + cdK = cute.make_identity_tensor((self.n_block_size, self.head_dim_padded)) + tdKcdK = gmem_thr_copy_dK.partition_S(cdK) + t0dKcdK = gmem_tiled_copy_dK.get_slice(0).partition_S(cdK) + if cutlass.const_expr(self.head_dim_padded == self.head_dim_v_padded): + tdVcdV = tdKcdK + t0dVcdV = t0dKcdK + else: + cdV = cute.make_identity_tensor((self.n_block_size, self.head_dim_v_padded)) + tdVcdV = gmem_thr_copy_dV.partition_S(cdV) + t0dVcdV = gmem_tiled_copy_dV.get_slice(0).partition_S(cdV) + tdKpdK = utils.predicate_k(tdKcdK, limit=d_head) + if cutlass.const_expr(self.same_hdim_kv): + tdVpdV = tdKpdK + else: + tdVpdV = utils.predicate_k(tdVcdV, limit=d_head_v) + # copy acc dK and acc_dV from rmem to gmem + for rest_m in cutlass.range_constexpr(cute.size(tdKrdK.shape[1])): + if t0dKcdK[0, rest_m, 0][0] < seqlen.seqlen_k - n_block * self.n_block_size - tdKcdK[0][0]: + cute.copy( + gmem_tiled_copy_dK, + tdKrdK[None, rest_m, None], + tdKgdK[None, rest_m, None], + pred=tdKpdK[None, rest_m, None] if cutlass.const_expr(self.check_hdim_oob) else None, + ) + for rest_m in cutlass.range_constexpr(cute.size(tdVrdV.shape[1])): + if t0dVcdV[0, rest_m, 0][0] < seqlen.seqlen_k - n_block * self.n_block_size - tdVcdV[0][0]: + cute.copy( + gmem_tiled_copy_dV, + tdVrdV[None, rest_m, None], + tdVgdV[None, rest_m, None], + pred=tdVpdV[None, rest_m, None] if cutlass.const_expr(self.check_hdim_v_oob) else None, + ) + + else: # qhead_per_kvhead > 1, do atomic add + # For Sm90, we need to sync to avoid racy writes to smem_q + # For Sm80, we don't need to sync since we're not touching smem + head_idx_kv = num_head // self.qhead_per_kvhead if cutlass.const_expr(not self.pack_gqa) else num_head + + if cutlass.const_expr(not seqlen.has_cu_seqlens_k): + mdK_cur, mdV_cur = [t[batch_idx, head_idx_kv, None] for t in (mdK, mdV)] + else: + padded_offset_k = seqlen.offset_k + batch_idx * self.n_block_size + mdK_cur = cute.domain_offset((padded_offset_k * self.head_dim_padded,), mdK[head_idx_kv, None]) + mdV_cur = cute.domain_offset((padded_offset_k * self.head_dim_v_padded,), mdV[head_idx_kv, None]) + + gdV = cute.local_tile(mdV_cur, (self.n_block_size * self.head_dim_v_padded,), (n_block,)) + gdK = cute.local_tile(mdK_cur, (self.n_block_size * self.head_dim_padded,), (n_block,)) + tdVgdVaccum = gmem_thr_copy_dV.partition_S(gdV) + tdKgdKaccum = gmem_thr_copy_dK.partition_S(gdK) + acc_dV_atomic = gmem_thr_copy_dV.retile(acc_dV) + acc_dK_atomic = gmem_thr_copy_dK.retile(acc_dK) + assert cute.size(acc_dV_atomic) == cute.size(tdVgdVaccum) + assert cute.size(acc_dK_atomic) == cute.size(tdKgdKaccum) + for i in cutlass.range(cute.size(acc_dV_atomic), unroll_full=True): + utils.atomic_add_fp32(acc_dV_atomic[i], utils.elem_pointer(tdVgdVaccum, i)) + for i in cutlass.range(cute.size(acc_dK_atomic), unroll_full=True): + utils.atomic_add_fp32(acc_dK_atomic[i], utils.elem_pointer(tdKgdKaccum, i)) + + @cute.jit + def advance_pipeline(self, pipeline_index, num_stages: cutlass.Constexpr): + return pipeline_index + 1 if pipeline_index < num_stages - 1 else 0 + + @cute.jit + def load_K( + self, + gmem_thr_copy: cute.TiledCopy, + tKgK: cute.Tensor, + tKsK: cute.Tensor, + block: cutlass.Int32, + seqlen: cutlass.Int32, + headdim: cutlass.Int32, + ): + cK = cute.make_identity_tensor((self.n_block_size, self.head_dim_padded)) + tKcK = gmem_thr_copy.partition_S(cK) + t0KcK = gmem_thr_copy.get_slice(0).partition_S(cK) + tKpK = utils.predicate_k(tKcK, limit=headdim) + for n in cutlass.range_constexpr(cute.size(tKsK.shape[1])): + # If kBlockN doesn't evenly divide the tiled copy, only the last `n` needs to be checked + if self.is_even_n_smem_k or n < cute.size(tKsK.shape[1]) - 1 or tKcK[0, n, 0][0] < self.n_block_size: + # Instead of using tKcK, we using t0KcK and subtract the offset from the limit + # (seqlen - block * kBlockN). This is because the entries of t0KcK are known at compile time. + predicate_n = t0KcK[0, n, 0][0] < seqlen - block * self.n_block_size - tKcK[0][0] + predicate = cute.make_fragment_like(tKpK[None, 0, None]) + for k in cutlass.range_constexpr(cute.size(predicate.shape[1])): + for i in cutlass.range_constexpr(cute.size(predicate.shape[0])): + predicate[i, k] = (tKpK[i, n, k] if cutlass.const_expr(self.check_hdim_oob) else True) and predicate_n + cute.copy( + gmem_thr_copy, tKgK[None, n, None], tKsK[None, n, None], pred=predicate, + ) + # We need to clear the sK smem tiles since we'll use sKt for mma_dq + + @cute.jit + def load_V( + self, + gmem_thr_copy: cute.TiledCopy, + tVgV: cute.Tensor, + tVsV: cute.Tensor, + block: cutlass.Int32, + seqlen: cutlass.Int32, + headdim: cutlass.Int32, + ): + cV = cute.make_identity_tensor((self.n_block_size, self.head_dim_v_padded)) + tVcV = gmem_thr_copy.partition_S(cV) + t0VcV = gmem_thr_copy.get_slice(0).partition_S(cV) + tVpV = utils.predicate_k(tVcV, limit=headdim) + for n in cutlass.range_constexpr(cute.size(tVsV.shape[1])): + # If kBlockN doesn't evenly divide the tiled copy, only the last `n` needs to be checked + if self.is_even_n_smem_v or n < cute.size(tVsV.shape[1]) - 1 or tVcV[0, n, 0][0] < self.n_block_size: + # Instead of using tVcV, we using t0VcV and subtract the offset from the limit + # (seqlen - block * kBlockN). This is because the entries of t0VcV are known at compile time. + predicate_n = t0VcV[0, n, 0][0] < seqlen - block * self.n_block_size - tVcV[0][0] + predicate = cute.make_fragment_like(tVpV[None, 0, None]) + for k in cutlass.range_constexpr(cute.size(predicate.shape[1])): + for i in cutlass.range_constexpr(cute.size(predicate.shape[0])): + predicate[i, k] = (tVpV[i, n, k] if cutlass.const_expr(self.check_hdim_oob) else True) and predicate_n + cute.copy( + gmem_thr_copy, tVgV[None, n, None], tVsV[None, n, None], pred=predicate, + ) + + @cute.jit + def load_Q_LSE( + self, + gmem_tiled_copy_Q: cute.TiledCopy, + gmem_tiled_copy_LSE: cute.TiledCopy, + tQgQ: cute.Tensor, + tQsQ: cute.Tensor, + tQcQ: cute.Tensor, + t0QcQ: cute.Tensor, + tQpQ: cute.Tensor, + tLSEgLSE: cute.Tensor, + tLSEsLSE: cute.Tensor, + tLSEcLSE: cute.Tensor, + block: cutlass.Int32, + smem_pipe_write_q: cutlass.Int32, + seqlen: cutlass.Int32, + ): + for m in cutlass.range_constexpr(cute.size(tQsQ.shape[1])): + # If kBlockM doesn't evenly divide the tiled copy, only the last `m` needs to be checked + if self.is_even_m_smem_q or m < cute.size(tQsQ.shape[1]) - 1 or tQcQ[0, m, 0][0] < self.m_block_size: + # Instead of using tQcQ, we using t0QcQ and subtract the offset from the limit + # (seqlen - block * kBlockM). This is because the entries of t0QcQ are known at compile time. + predicate_m = t0QcQ[0, m, 0][0] < seqlen - block * self.m_block_size - tQcQ[0][0] + predicate = cute.make_fragment_like(tQpQ[None, 0, None]) + for k in cutlass.range_constexpr(cute.size(predicate.shape[1])): + for i in cutlass.range_constexpr(cute.size(predicate.shape[0])): + predicate[i, k] = (tQpQ[i, m, k] if cutlass.const_expr(self.check_hdim_oob) else True) and predicate_m + cute.copy( + gmem_tiled_copy_Q, + tQgQ[None, m, None, block], + tQsQ[None, m, None, smem_pipe_write_q if cutlass.const_expr(self.num_stages_Q) > 1 else 0], + pred=predicate, + ) + # We need to clear the sQ smem tiles since we'll use sQt for mma_dK + # We made sure LSE length is padded so we read `kBlockM` elements so that all + # elements in sLSE are filled. Without this we might have uninitialized sLSE values. + for m in cutlass.range_constexpr(cute.size(tLSEsLSE.shape[1])): + if tLSEcLSE[0, m][0] < self.m_block_size: + cute.copy( + gmem_tiled_copy_LSE, + tLSEgLSE[None, m, block], + tLSEsLSE[None, m, smem_pipe_write_q if cutlass.const_expr(self.num_stages_Q > 1) else 0], + ) + + @cute.jit + def load_dO_dPsum( + self, + gmem_tiled_copy_dO: cute.TiledCopy, + gmem_tiled_copy_dPsum: cute.TiledCopy, + tdOgdO: cute.Tensor, + tdOsdO: cute.Tensor, + tdOcdO: cute.Tensor, + t0dOcdO: cute.Tensor, + tdOpdO: cute.Tensor, + tdPsumgdPsum: cute.Tensor, + tdPsumsdPsum: cute.Tensor, + tdPsumcdPsum: cute.Tensor, + block: cutlass.Int32, + smem_pipe_write_q: cutlass.Int32, + seqlen: cutlass.Int32, + ): + for m in cutlass.range_constexpr(cute.size(tdOsdO.shape[1])): + # If kBlockM doesn't evenly divide the tiled copy, only the last `m` needs to be checked + if self.is_even_m_smem_do or m < cute.size(tdOsdO.shape[1]) - 1 or tdOcdO[0, m, 0][0] < self.m_block_size: + # Instead of using tdOcdO, we using t0dOcdO and subtract the offset from the limit + # (seqlen - block * kBlockM). This is because the entries of t0dOcdO are known at compile time. + predicate_m = t0dOcdO[0, m, 0][0] < seqlen - block * self.m_block_size - tdOcdO[0][0] + predicate = cute.make_fragment_like(tdOpdO[None, 0, None]) + for k in cutlass.range_constexpr(cute.size(predicate.shape[1])): + for i in cutlass.range_constexpr(cute.size(predicate.shape[0])): + predicate[i, k] = (tdOpdO[i, m, k] if cutlass.const_expr(self.check_hdim_oob) else True) and predicate_m + cute.copy( + gmem_tiled_copy_dO, + tdOgdO[None, m, None, block], + tdOsdO[None, m, None, smem_pipe_write_q if cutlass.const_expr(self.num_stages_dO > 1) else 0], + pred=predicate, + ) + # We need to clear the sQ smem tiles since we'll use sQt for mma_dK + # We made sure LSE length is padded so we read `kBlockM` elements so that all + # elements in sLSE are filled. Without this we might have uninitialized sLSE values. + for m in cutlass.range_constexpr(cute.size(tdPsumgdPsum.shape[1])): + if tdPsumcdPsum[0, m][0] < self.m_block_size: + cute.copy( + gmem_tiled_copy_dPsum, + tdPsumgdPsum[None, m, block], + tdPsumsdPsum[None, m, smem_pipe_write_q if cutlass.const_expr(self.num_stages_dO > 1) else 0], + ) diff --git a/kernel/deps/flash_attn/cute/flash_bwd_postprocess.py b/kernel/deps/flash_attn/cute/flash_bwd_postprocess.py new file mode 100644 index 0000000000000000000000000000000000000000..55ba79d805f4b0014d72ca4ec1567c11202f5d28 --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_bwd_postprocess.py @@ -0,0 +1,463 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. +# A reimplementation of https://github.com/Dao-AILab/flash-attention/blob/main/hopper/flash_bwd_postprocess_kernel.h +# from Cutlass C++ to Cute-DSL. +import math +from typing import Callable, Optional, Type, Literal + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +import cutlass.utils.hopper_helpers as sm90_utils_basic +import cutlass.utils.blackwell_helpers as sm100_utils_basic +from cutlass.cute.nvgpu import cpasync, warp, warpgroup +from cutlass import Float32, const_expr +from cutlass.utils import LayoutEnum + +from flash_attn.cute import utils +from flash_attn.cute import copy_utils +from flash_attn.cute import ampere_helpers as sm80_utils +from flash_attn.cute import hopper_helpers as sm90_utils +from flash_attn.cute.seqlen_info import SeqlenInfoQK +import cutlass.cute.nvgpu.tcgen05 as tcgen05 +from flash_attn.cute.tile_scheduler import ( + ParamsBase, + SingleTileScheduler, + SingleTileVarlenScheduler, + TileSchedulerArguments, +) + + +class FlashAttentionBackwardPostprocess: + def __init__( + self, + dtype: Type[cutlass.Numeric], + head_dim: int, + arch: Literal[80, 90, 100], + tile_m: int = 128, + num_threads: int = 256, + AtomLayoutMdQ: int = 1, + dQ_swapAB: bool = False, + ): + """ + :param head_dim: head dimension + :type head_dim: int + :param tile_m: m block size + :type tile_m: int + """ + self.dtype = dtype + self.tile_m = tile_m + assert arch in [80, 90, 100], ( + "Only Ampere (80), Hopper (90), and Blackwell (100) are supported" + ) + self.arch = arch + # padding head_dim to a multiple of 32 as k_block_size + hdim_multiple_of = 32 + self.tile_hdim = int(math.ceil(head_dim / hdim_multiple_of) * hdim_multiple_of) + self.check_hdim_oob = head_dim != self.tile_hdim + self.num_threads = num_threads + self.AtomLayoutMdQ = AtomLayoutMdQ + self.dQ_swapAB = dQ_swapAB + + @staticmethod + def can_implement(dtype, head_dim, tile_m, num_threads) -> bool: + """Check if the kernel can be implemented with the given parameters. + + :param dtype: data type + :type dtype: cutlass.Numeric + :param head_dim: head dimension + :type head_dim: int + :param tile_m: m block size + :type tile_m: int + + :return: True if the kernel can be implemented, False otherwise + :rtype: bool + """ + if dtype not in [cutlass.Float16, cutlass.BFloat16]: + return False + if head_dim % 8 != 0: + return False + if num_threads % 32 != 0: + return False + return True + + def _get_tiled_mma(self): + if const_expr(self.arch == 80): + num_mma_warps = self.num_threads // 32 + atom_layout_dQ = ( + (self.AtomLayoutMdQ, num_mma_warps // self.AtomLayoutMdQ, 1) + if const_expr(not self.dQ_swapAB) + else (num_mma_warps // self.AtomLayoutMdQ, self.AtomLayoutMdQ, 1) + ) + tiled_mma = cute.make_tiled_mma( + warp.MmaF16BF16Op(self.dtype, Float32, (16, 8, 16)), + atom_layout_dQ, + permutation_mnk=(atom_layout_dQ[0] * 16, atom_layout_dQ[1] * 16, 16), + ) + elif const_expr(self.arch == 90): + num_mma_warp_groups = self.num_threads // 128 + atom_layout_dQ = (self.AtomLayoutMdQ, num_mma_warp_groups // self.AtomLayoutMdQ) + tiler_mn_dQ = (self.tile_m // atom_layout_dQ[0], self.tile_hdim // atom_layout_dQ[1]) + tiled_mma = sm90_utils_basic.make_trivial_tiled_mma( + self.dtype, + self.dtype, + warpgroup.OperandMajorMode.K, # These don't matter, we only care about the accum + warpgroup.OperandMajorMode.K, + Float32, + atom_layout_mnk=(atom_layout_dQ if not self.dQ_swapAB else atom_layout_dQ[::-1]) + + (1,), + tiler_mn=tiler_mn_dQ if not self.dQ_swapAB else tiler_mn_dQ[::-1], + ) + else: + cta_group = tcgen05.CtaGroup.ONE + tiled_mma = sm100_utils_basic.make_trivial_tiled_mma( + self.dtype, + tcgen05.OperandMajorMode.MN, # dS_major_mode + tcgen05.OperandMajorMode.MN, # Kt_major_mode + Float32, + cta_group, + (self.tile_m, self.tile_hdim), + ) + if const_expr(self.arch in [80, 90]): + assert self.num_threads == tiled_mma.size + return tiled_mma + + def _setup_attributes(self): + # /////////////////////////////////////////////////////////////////////////////// + # GMEM Tiled copy: + # /////////////////////////////////////////////////////////////////////////////// + # Thread layouts for copies + universal_copy_bits = 128 + async_copy_elems_accum = universal_copy_bits // Float32.width + atom_async_copy_accum = cute.make_copy_atom( + cpasync.CopyG2SOp(cache_mode=cpasync.LoadCacheMode.GLOBAL), + Float32, + num_bits_per_copy=universal_copy_bits, + ) + # We don't do bound checking for the gmem -> smem load so we just assert here. + assert (self.tile_m * self.tile_hdim // async_copy_elems_accum) % self.num_threads == 0 + self.g2s_tiled_copy_dQaccum = cute.make_tiled_copy_tv( + atom_async_copy_accum, + cute.make_layout(self.num_threads), + cute.make_layout(async_copy_elems_accum), + ) + num_s2r_copy_elems = 1 if const_expr(self.arch == 80) else 4 + if const_expr(self.arch == 80): + self.s2r_tiled_copy_dQaccum = copy_utils.tiled_copy_1d( + Float32, self.num_threads, num_s2r_copy_elems + ) + self.sdQaccum_layout = cute.make_layout(self.tile_m * self.tile_hdim) + elif const_expr(self.arch == 90): + num_threads_per_warp_group = 128 + num_mma_warp_groups = self.num_threads // 128 + self.s2r_tiled_copy_dQaccum = cute.make_tiled_copy_tv( + cute.make_copy_atom(cute.nvgpu.CopyUniversalOp(), Float32, num_bits_per_copy=128), + cute.make_layout((num_threads_per_warp_group, num_mma_warp_groups)), # thr_layout + cute.make_layout(128 // Float32.width), # val_layout + ) + self.sdQaccum_layout = cute.make_layout( + (self.tile_m * self.tile_hdim // num_mma_warp_groups, num_mma_warp_groups) + ) + else: + self.dQ_reduce_ncol = 32 + dQaccum_reduce_stage = self.tile_hdim // self.dQ_reduce_ncol + assert self.num_threads == 128 # TODO: currently hard-coded + self.s2r_tiled_copy_dQaccum = copy_utils.tiled_copy_1d( + Float32, self.num_threads, num_s2r_copy_elems + ) + self.sdQaccum_layout = cute.make_layout( + (self.tile_m * self.tile_hdim // dQaccum_reduce_stage, dQaccum_reduce_stage) + ) + + self.gmem_tiled_copy_dQ = copy_utils.tiled_copy_2d( + self.dtype, self.tile_hdim, self.num_threads + ) + # /////////////////////////////////////////////////////////////////////////////// + # Shared memory layout: dQ + # /////////////////////////////////////////////////////////////////////////////// + # We can't just use kHeadDim here. E.g. if MMA shape is 64 x 96 but split across 2 WGs, + # then setting kBlockKSmem to 32 will cause "Static shape_div failure". + # We want to treat it as 64 x 48, so kBlockKSmem should be 16. + mma_shape_n = self.tiled_mma.get_tile_size(1) + if const_expr(self.arch == 80): + sdQ_layout_atom = sm80_utils.get_smem_layout_atom(self.dtype, mma_shape_n) + self.sdQ_layout = cute.tile_to_shape( + sdQ_layout_atom, (self.tile_m, self.tile_hdim), (0, 1) + ) + elif const_expr(self.arch == 90): + self.sdQ_layout = sm90_utils.make_smem_layout( + self.dtype, LayoutEnum.ROW_MAJOR, (self.tile_m, self.tile_hdim) + ) + else: + # TODO: this is hard-coded for hdim 128 + self.sdQ_layout = sm100_utils_basic.make_smem_layout_epi( + self.dtype, LayoutEnum.ROW_MAJOR, (self.tile_m, self.tile_hdim), 1 + ) + + @cute.jit + def __call__( + self, + mdQaccum: cute.Tensor, + mdQ: cute.Tensor, + scale: cutlass.Float32, + stream: cuda.CUstream, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + ): + # Get the data type and check if it is fp16 or bf16 + if const_expr(mdQ.element_type not in [cutlass.Float16, cutlass.BFloat16]): + raise TypeError("Only Float16 or BFloat16 is supported") + if const_expr(mdQaccum is not None): + if const_expr(mdQaccum.element_type not in [cutlass.Float32]): + raise TypeError("dQaccum tensor must be Float32") + + # Assume all strides are divisible by 128 bits except the last stride + new_stride = lambda t: ( + *(cute.assume(s, divby=128 // t.element_type.width) for s in t.stride[:-1]), + t.stride[-1], + ) + mdQaccum, mdQ = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + for t in (mdQaccum, mdQ) + ] + + self.tiled_mma = self._get_tiled_mma() + self._setup_attributes() + + smem_size = max( + cute.size_in_bytes(cutlass.Float32, self.sdQaccum_layout), + cute.size_in_bytes(self.dtype, self.sdQ_layout), + ) + + if const_expr(mCuSeqlensQ is not None): + TileScheduler = SingleTileVarlenScheduler + num_head = mdQ.shape[1] + num_batch = mCuSeqlensQ.shape[0] - 1 + num_block = cute.ceil_div(mdQ.shape[0], self.tile_m) + else: + TileScheduler = SingleTileScheduler + num_head = mdQ.shape[2] + num_batch = mdQ.shape[0] + num_block = cute.ceil_div(mdQ.shape[1], self.tile_m) + + tile_sched_args = TileSchedulerArguments( + num_block=num_block, + num_head=num_head, + num_batch=num_batch, + num_splits=1, + seqlen_k=0, + headdim=mdQ.shape[2], + headdim_v=0, + total_q=mdQ.shape[0], + tile_shape_mn=(self.tile_m, 1), + mCuSeqlensQ=mCuSeqlensQ, + mSeqUsedQ=mSeqUsedQ, + ) + + tile_sched_params = TileScheduler.to_underlying_arguments(tile_sched_args) + grid_dim = TileScheduler.get_grid_shape(tile_sched_params) + + # grid_dim: (m_block, num_head, batch_size) + self.kernel( + mdQaccum, + mdQ, + mCuSeqlensQ, + mSeqUsedQ, + scale, + self.tiled_mma, + self.dQ_swapAB, + self.sdQaccum_layout, + self.sdQ_layout, + self.g2s_tiled_copy_dQaccum, + self.s2r_tiled_copy_dQaccum, + self.gmem_tiled_copy_dQ, + tile_sched_params, + TileScheduler, + ).launch( + grid=grid_dim, + block=[self.num_threads, 1, 1], + smem=smem_size, + stream=stream, + ) + + @cute.kernel + def kernel( + self, + mdQaccum: cute.Tensor, + mdQ: cute.Tensor, + mCuSeqlensQ: Optional[cute.Tensor], + mSeqUsedQ: Optional[cute.Tensor], + scale: cutlass.Float32, + tiled_mma: cute.TiledMma, + dQ_swapAB: cutlass.Constexpr, + sdQaccum_layout: cute.Layout, + sdQ_layout: cute.ComposedLayout, + g2s_tiled_copy_dQaccum: cute.TiledCopy, + s2r_tiled_copy_dQaccum: cute.TiledCopy, + gmem_tiled_copy_dQ: cute.TiledCopy, + tile_sched_params: ParamsBase, + TileScheduler: cutlass.Constexpr[Callable], + ): + # /////////////////////////////////////////////////////////////////////////////// + # Get shared memory buffer + # /////////////////////////////////////////////////////////////////////////////// + smem = cutlass.utils.SmemAllocator() + sdQaccum = smem.allocate_tensor(cutlass.Float32, sdQaccum_layout, byte_alignment=1024) + sdQaccum_flat = cute.make_tensor(sdQaccum.iterator, cute.make_layout(cute.size(sdQaccum))) + if const_expr(self.arch in [80, 90]): + sdQ = cute.make_tensor(cute.recast_ptr(sdQaccum.iterator, dtype=self.dtype), sdQ_layout) + else: + # extra stage dimension + sdQ = cute.make_tensor( + cute.recast_ptr(sdQaccum.iterator, sdQ_layout.inner, dtype=self.dtype), + sdQ_layout.outer, + )[None, None, 0] + sdQt = utils.transpose_view(sdQ) + + # Thread index, block index + tidx, _, _ = cute.arch.thread_idx() + + tile_scheduler = TileScheduler.create(tile_sched_params) + work_tile = tile_scheduler.initial_work_tile_info() + + m_block, head_idx, batch_idx, _ = work_tile.tile_idx + + if work_tile.is_valid_tile: + # /////////////////////////////////////////////////////////////////////////////// + # Get the appropriate tiles for this thread block. + # /////////////////////////////////////////////////////////////////////////////// + + seqlen = SeqlenInfoQK.create( + batch_idx, + mdQ.shape[1], + 0, + mCuSeqlensQ=mCuSeqlensQ, + mCuSeqlensK=None, + mSeqUsedQ=mSeqUsedQ, + mSeqUsedK=None, + ) + if const_expr(not seqlen.has_cu_seqlens_q): + mdQ_cur = mdQ[batch_idx, None, head_idx, None] + mdQaccum_cur = mdQaccum[batch_idx, head_idx, None] + head_dim = mdQ.shape[3] + else: + padded_offset_q = seqlen.offset_q + batch_idx * self.tile_m + if cutlass.const_expr(self.arch >= 90): + padded_offset_q = padded_offset_q // self.tile_m * self.tile_m + mdQ_cur = cute.domain_offset((seqlen.offset_q, 0), mdQ[None, head_idx, None]) + mdQaccum_cur = cute.domain_offset( + (padded_offset_q * self.tile_hdim,), mdQaccum[head_idx, None] + ) + head_dim = mdQ.shape[2] + + # HACK: Compiler doesn't seem to recognize that padding + # by padded_offset_q * self.tile_hdim keeps alignment + # since statically divisible by 4 + + mdQaccum_cur_ptr = cute.make_ptr( + dtype=mdQaccum_cur.element_type, + value=mdQaccum_cur.iterator.toint(), + mem_space=mdQaccum_cur.iterator.memspace, + assumed_align=mdQaccum.iterator.alignment, + ) + mdQaccum_cur = cute.make_tensor(mdQaccum_cur_ptr, mdQaccum_cur.layout) + + gdQaccum = cute.local_tile(mdQaccum_cur, (self.tile_m * self.tile_hdim,), (m_block,)) + gdQ = cute.local_tile(mdQ_cur, (self.tile_m, self.tile_hdim), (m_block, 0)) + + seqlen_q = seqlen.seqlen_q + seqlen_q_rounded = cute.round_up(seqlen_q, self.tile_m) + + # Step 1: load dQaccum from gmem to smem + g2s_thr_copy_dQaccum = g2s_tiled_copy_dQaccum.get_slice(tidx) + tdQgdQaccum = g2s_thr_copy_dQaccum.partition_S(gdQaccum) + tdQsdQaccumg2s = g2s_thr_copy_dQaccum.partition_D(sdQaccum_flat) + cute.copy(g2s_tiled_copy_dQaccum, tdQgdQaccum, tdQsdQaccumg2s) + cute.arch.cp_async_commit_group() + cute.arch.cp_async_wait_group(0) + cute.arch.barrier() + + # Step 2: load dQ from smem to rmem + s2r_thr_copy_dQaccum = s2r_tiled_copy_dQaccum.get_slice(tidx) + tdQsdQaccum = s2r_thr_copy_dQaccum.partition_S(sdQaccum) + tile_shape = (self.tile_m, self.tile_hdim) + acc = None + tiled_copy_t2r = None + if const_expr(self.arch in [80, 90]): + acc_shape = tiled_mma.partition_shape_C( + tile_shape if const_expr(not dQ_swapAB) else tile_shape[::-1] + ) + acc = cute.make_fragment(acc_shape, cutlass.Float32) + assert cute.size(acc) == cute.size(tdQsdQaccum) + else: + thr_mma = tiled_mma.get_slice(0) # 1-CTA + dQacc_shape = tiled_mma.partition_shape_C((self.tile_m, self.tile_hdim)) + tdQtdQ = tiled_mma.make_fragment_C(dQacc_shape) + tdQcdQ = thr_mma.partition_C( + cute.make_identity_tensor((self.tile_m, self.tile_hdim)) + ) + tmem_load_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(self.dQ_reduce_ncol)), Float32 + ) + tiled_copy_t2r = tcgen05.make_tmem_copy(tmem_load_atom, tdQtdQ) + thr_copy_t2r = tiled_copy_t2r.get_slice(tidx) + tdQrdQ_t2r_shape = thr_copy_t2r.partition_D(tdQcdQ).shape + acc = cute.make_fragment(tdQrdQ_t2r_shape, Float32) + tdQrdQaccum = cute.make_tensor(acc.iterator, cute.make_layout(tdQsdQaccum.shape)) + cute.autovec_copy(tdQsdQaccum, tdQrdQaccum) + # Convert tdQrdQaccum from fp32 to fp16/bf16 + rdQ = cute.make_fragment_like(acc, self.dtype) + rdQ.store((acc.load() * scale).to(self.dtype)) + + # Step 3: Copy dQ from register to smem + cute.arch.barrier() # make sure all threads have finished loading dQaccum + if const_expr(self.arch in [80, 90]): + copy_atom_r2s_dQ = utils.get_smem_store_atom( + self.arch, self.dtype, transpose=self.dQ_swapAB + ) + tiled_copy_r2s_dQ = cute.make_tiled_copy_C(copy_atom_r2s_dQ, tiled_mma) + else: + # copy_atom_r2s_dQ = sm100_utils_basic.get_smem_store_op( + # LayoutEnum.ROW_MAJOR, self.dtype, Float32, tiled_copy_t2r, + # ) + # tiled_copy_r2s_dQ = cute.make_tiled_copy_D(copy_atom_r2s_dQ, tiled_copy_t2r) + thr_layout_r2s_dQ = cute.make_layout((self.num_threads, 1)) # 128 threads + val_layout_r2s_dQ = cute.make_layout((1, 128 // self.dtype.width)) + copy_atom_r2s_dQ = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + self.dtype, + num_bits_per_copy=128, + ) + tiled_copy_r2s_dQ = cute.make_tiled_copy_tv( + copy_atom_r2s_dQ, thr_layout_r2s_dQ, val_layout_r2s_dQ + ) + thr_copy_r2s_dQ = tiled_copy_r2s_dQ.get_slice(tidx) + cdQ = cute.make_identity_tensor((self.tile_m, self.tile_hdim)) + if const_expr(self.arch in [80, 90]): + taccdQrdQ = thr_copy_r2s_dQ.retile(rdQ) + else: + taccdQcdQ_shape = thr_copy_r2s_dQ.partition_S(cdQ).shape + taccdQrdQ = cute.make_tensor(rdQ.iterator, taccdQcdQ_shape) + taccdQsdQ = thr_copy_r2s_dQ.partition_D(sdQ if const_expr(not self.dQ_swapAB) else sdQt) + cute.copy(thr_copy_r2s_dQ, taccdQrdQ, taccdQsdQ) + + # Step 4: Copy dQ from smem to register to prepare for coalesced write to gmem + cute.arch.barrier() # make sure all smem stores are done + gmem_thr_copy_dQ = gmem_tiled_copy_dQ.get_slice(tidx) + tdQgdQ = gmem_thr_copy_dQ.partition_S(gdQ) + tdQsdQ = gmem_thr_copy_dQ.partition_D(sdQ) + tdQrdQ = cute.make_fragment_like(tdQsdQ, self.dtype) + # TODO: check OOB when reading from smem if kBlockM isn't evenly tiled + cute.autovec_copy(tdQsdQ, tdQrdQ) + + # Step 5: Copy dQ from register to gmem + tdQcdQ = gmem_thr_copy_dQ.partition_S(cdQ) + tdQpdQ = utils.predicate_k(tdQcdQ, limit=head_dim) + for rest_m in cutlass.range(cute.size(tdQrdQ.shape[1]), unroll_full=True): + if tdQcdQ[0, rest_m, 0][0] < seqlen_q - m_block * self.tile_m: + cute.copy( + gmem_tiled_copy_dQ, + tdQrdQ[None, rest_m, None], + tdQgdQ[None, rest_m, None], + pred=tdQpdQ[None, rest_m, None], + ) diff --git a/kernel/deps/flash_attn/cute/flash_bwd_preprocess.py b/kernel/deps/flash_attn/cute/flash_bwd_preprocess.py new file mode 100644 index 0000000000000000000000000000000000000000..f8d932478cdfc193ee67df2c7a23610a7b0d382b --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_bwd_preprocess.py @@ -0,0 +1,365 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. +# A reimplementation of https://github.com/Dao-AILab/flash-attention/blob/main/hopper/flash_bwd_preprocess_kernel.h +# from Cutlass C++ to Cute-DSL. +import math +import operator +from typing import Callable, Type, Optional, Literal + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +from cutlass import Float32 + +from flash_attn.cute import utils +from flash_attn.cute import copy_utils +from flash_attn.cute.seqlen_info import SeqlenInfoQK +from flash_attn.cute.tile_scheduler import ( + ParamsBase, + SingleTileScheduler, + SingleTileVarlenScheduler, + TileSchedulerArguments, +) + + +class FlashAttentionBackwardPreprocess: + def __init__( + self, + dtype: Type[cutlass.Numeric], + head_dim: int, + arch: Literal[80, 90, 100], + m_block_size: int = 128, + num_threads: int = 128, + ): + """ + All contiguous dimensions must be at least 16 bytes aligned which indicates the head dimension + should be a multiple of 8. + + :param head_dim: head dimension + :type head_dim: int + :param m_block_size: m block size + :type m_block_size: int + :param num_threads: number of threads + :type num_threads: int + """ + self.dtype = dtype + self.m_block_size = m_block_size + self.arch = arch + # padding head_dim to a multiple of 32 as k_block_size + hdim_multiple_of = 32 + self.head_dim_padded = int(math.ceil(head_dim / hdim_multiple_of) * hdim_multiple_of) + self.check_hdim_oob = head_dim != self.head_dim_padded + self.num_threads = num_threads + + @staticmethod + def can_implement(dtype, head_dim, m_block_size, num_threads) -> bool: + """Check if the kernel can be implemented with the given parameters. + + :param dtype: data type + :type dtype: cutlass.Numeric + :param head_dim: head dimension + :type head_dim: int + :param m_block_size: m block size + :type m_block_size: int + :param num_threads: number of threads + :type num_threads: int + + :return: True if the kernel can be implemented, False otherwise + :rtype: bool + """ + if dtype not in [cutlass.Float16, cutlass.BFloat16]: + return False + if head_dim % 8 != 0: + return False + if num_threads % 32 != 0: + return False + if num_threads < m_block_size: # For multiplying lse with log2 + return False + return True + + def _setup_attributes(self): + # /////////////////////////////////////////////////////////////////////////////// + # GMEM Tiled copy: + # /////////////////////////////////////////////////////////////////////////////// + # Thread layouts for copies + # We want kBlockKGmem to be a power of 2 so that when we do the summing, + # it's just between threads in the same warp + gmem_k_block_size = ( + 128 + if self.head_dim_padded % 128 == 0 + else ( + 64 + if self.head_dim_padded % 64 == 0 + else (32 if self.head_dim_padded % 32 == 0 else 16) + ) + ) + self.gmem_tiled_copy_O = copy_utils.tiled_copy_2d( + self.dtype, gmem_k_block_size, self.num_threads + ) + universal_copy_bits = 128 + num_copy_elems_dQaccum = universal_copy_bits // Float32.width + assert ( + self.m_block_size * self.head_dim_padded // num_copy_elems_dQaccum + ) % self.num_threads == 0 + self.gmem_tiled_copy_dQaccum = copy_utils.tiled_copy_1d( + Float32, self.num_threads, num_copy_elems_dQaccum + ) + + @cute.jit + def __call__( + self, + mO: cute.Tensor, + mdO: cute.Tensor, + mdPsum: cute.Tensor, + stream: cuda.CUstream, + mLSE: Optional[cute.Tensor] = None, + mLSElog2: Optional[cute.Tensor] = None, + mdQaccum: Optional[cute.Tensor] = None, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + ): + # Get the data type and check if it is fp16 or bf16 + if cutlass.const_expr(not (mO.element_type == mdO.element_type)): + raise TypeError("All tensors must have the same data type") + if cutlass.const_expr(mO.element_type not in [cutlass.Float16, cutlass.BFloat16]): + raise TypeError("Only Float16 or BFloat16 is supported") + if cutlass.const_expr(mdPsum.element_type not in [Float32]): + raise TypeError("dPsum tensor must be Float32") + if cutlass.const_expr(mdQaccum is not None): + if cutlass.const_expr(mdQaccum.element_type not in [Float32]): + raise TypeError("dQaccum tensor must be Float32") + if cutlass.const_expr(mLSE is not None): + assert mLSElog2 is not None, "If mLSE is provided, mLSElog2 must also be provided" + if cutlass.const_expr(mLSE.element_type not in [Float32]): + raise TypeError("LSE tensor must be Float32") + if cutlass.const_expr(mLSElog2.element_type not in [Float32]): + raise TypeError("LSElog2 tensor must be Float32") + + # Assume all strides are divisible by 128 bits except the last stride + new_stride = lambda t: ( + *(cute.assume(s, divby=128 // t.element_type.width) for s in t.stride[:-1]), + t.stride[-1], + ) + mO, mdO, mdQaccum = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + if t is not None + else None + for t in (mO, mdO, mdQaccum) + ] + + self._setup_attributes() + + if cutlass.const_expr(mCuSeqlensQ is not None): + TileScheduler = SingleTileVarlenScheduler + num_head = mO.shape[1] + num_batch = mCuSeqlensQ.shape[0] - 1 + else: + TileScheduler = SingleTileScheduler + num_head = mO.shape[2] + num_batch = mO.shape[0] + + tile_sched_args = TileSchedulerArguments( + num_block=cute.ceil_div(mO.shape[1], self.m_block_size), + num_head=num_head, + num_batch=num_batch, + num_splits=1, + seqlen_k=0, + headdim=0, + headdim_v=mO.shape[2], + total_q=mO.shape[0], + tile_shape_mn=(self.m_block_size, 1), + mCuSeqlensQ=mCuSeqlensQ, + mSeqUsedQ=mSeqUsedQ, + ) + + tile_sched_params = TileScheduler.to_underlying_arguments(tile_sched_args) + grid_dim = TileScheduler.get_grid_shape(tile_sched_params) + + self.kernel( + mO, + mdO, + mdPsum, + mLSE, + mLSElog2, + mdQaccum, + mCuSeqlensQ, + mSeqUsedQ, + self.gmem_tiled_copy_O, + self.gmem_tiled_copy_dQaccum, + tile_sched_params, + TileScheduler, + ).launch( + grid=grid_dim, + block=[self.num_threads, 1, 1], + stream=stream, + ) + + @cute.kernel + def kernel( + self, + mO: cute.Tensor, + mdO: cute.Tensor, + mdPsum: cute.Tensor, + mLSE: Optional[cute.Tensor], + mLSElog2: Optional[cute.Tensor], + mdQaccum: Optional[cute.Tensor], + mCuSeqlensQ: Optional[cute.Tensor], + mSeqUsedQ: Optional[cute.Tensor], + gmem_tiled_copy_O: cute.TiledCopy, + gmem_tiled_copy_dQaccum: cute.TiledCopy, + tile_sched_params: ParamsBase, + TileScheduler: cutlass.Constexpr[Callable], + ): + # Thread index, block index + tidx, _, _ = cute.arch.thread_idx() + + tile_scheduler = TileScheduler.create(tile_sched_params) + work_tile = tile_scheduler.initial_work_tile_info() + m_block, head_idx, batch_idx, _ = work_tile.tile_idx + + if work_tile.is_valid_tile: + # /////////////////////////////////////////////////////////////////////////////// + # Get the appropriate tiles for this thread block. + # /////////////////////////////////////////////////////////////////////////////// + seqlen = SeqlenInfoQK.create( + batch_idx, + mO.shape[1], + 0, + mCuSeqlensQ=mCuSeqlensQ, + mCuSeqlensK=None, + mSeqUsedQ=mSeqUsedQ, + mSeqUsedK=None, + ) + + if cutlass.const_expr(not seqlen.has_cu_seqlens_q): + mO_cur = mO[batch_idx, None, head_idx, None] + mdO_cur = mdO[batch_idx, None, head_idx, None] + mdPsum_cur = mdPsum[batch_idx, head_idx, None] + headdim_v = mO.shape[3] + else: + mO_cur = cute.domain_offset((seqlen.offset_q, 0), mO[None, head_idx, None]) + mdO_cur = cute.domain_offset((seqlen.offset_q, 0), mdO[None, head_idx, None]) + + padded_offset_q = seqlen.offset_q + batch_idx * self.m_block_size + if cutlass.const_expr(self.arch >= 90): + padded_offset_q = padded_offset_q // self.m_block_size * self.m_block_size + mdPsum_cur = cute.domain_offset((padded_offset_q,), mdPsum[head_idx, None]) + headdim_v = mO.shape[2] + + blkOdO_shape = (self.m_block_size, self.head_dim_padded) + # (m_block_size, head_dim) + gO = cute.local_tile(mO_cur, blkOdO_shape, (m_block, 0)) + gdO = cute.local_tile(mdO_cur, blkOdO_shape, (m_block, 0)) + + gmem_thr_copy_O = gmem_tiled_copy_O.get_slice(tidx) + # (CPY_Atom, CPY_M, CPY_K) + tOgO = gmem_thr_copy_O.partition_S(gO) + tOgdO = gmem_thr_copy_O.partition_S(gdO) + + # /////////////////////////////////////////////////////////////////////////////// + # Predicate: Mark indices that need to copy when problem_shape isn't a multiple + # of tile_shape + # /////////////////////////////////////////////////////////////////////////////// + # Construct identity layout for KV + cO = cute.make_identity_tensor((self.m_block_size, self.head_dim_padded)) + tOcO = gmem_thr_copy_O.partition_S(cO) + t0OcO = gmem_thr_copy_O.get_slice(0).partition_S(cO) + tOpO = utils.predicate_k(tOcO, limit=headdim_v) + tOpdO = utils.predicate_k(tOcO, limit=headdim_v) + + seqlen_q = seqlen.seqlen_q + seqlen_q_rounded = cute.round_up(seqlen_q, self.m_block_size) + + if cutlass.const_expr(mLSE is not None): + if cutlass.const_expr(not seqlen.has_cu_seqlens_q): + mLSE_cur = mLSE[batch_idx, head_idx, None] + else: + mLSE_cur = cute.domain_offset((seqlen.offset_q,), mLSE[head_idx, None]) + + gLSE = cute.local_tile(mLSE_cur, (self.m_block_size,), (m_block,)) + lse = Float32.inf + if tidx < seqlen_q - m_block * self.m_block_size: + lse = gLSE[tidx] + + tOrO = cute.make_fragment_like(tOgO) + tOrdO = cute.make_fragment_like(tOgdO) + assert cute.size(tOgO, mode=[0]) == cute.size(tOgdO, mode=[0]) + assert cute.size(tOgO, mode=[1]) == cute.size(tOgdO, mode=[1]) + assert cute.size(tOgO, mode=[2]) == cute.size(tOgdO, mode=[2]) + for m in cutlass.range(cute.size(tOrO.shape[1]), unroll_full=True): + # Instead of using tOcO, we using t0OcO and subtract the offset from the limit + # (seqlen_q - m_block * kBlockM). This is because the entries of t0OcO are known at compile time. + if t0OcO[0, m, 0][0] < seqlen_q - m_block * self.m_block_size - tOcO[0][0]: + cute.copy( + gmem_thr_copy_O, + tOgO[None, m, None], + tOrO[None, m, None], + pred=tOpO[None, m, None] + if cutlass.const_expr(self.check_hdim_oob) + else None, + ) + cute.copy( + gmem_thr_copy_O, + tOgdO[None, m, None], + tOrdO[None, m, None], + pred=tOpdO[None, m, None] + if cutlass.const_expr(self.check_hdim_oob) + else None, + ) + # Sum across the "k" dimension + dpsum = (tOrO.load().to(Float32) * tOrdO.load().to(Float32)).reduce( + cute.ReductionOp.ADD, init_val=0.0, reduction_profile=(0, None, 1) + ) + threads_per_row = gmem_tiled_copy_O.layout_src_tv_tiled[0].shape[0] + assert cute.arch.WARP_SIZE % threads_per_row == 0 + dpsum = utils.warp_reduce(dpsum, operator.add, width=threads_per_row) + dP_sum = cute.make_fragment(cute.size(tOrO, mode=[1]), Float32) + dP_sum.store(dpsum) + + # Write dPsum from rmem -> gmem + gdPsum = cute.local_tile(mdPsum_cur, (self.m_block_size,), (m_block,)) + # Only the thread corresponding to column 0 writes out the dPsum to gmem + if tOcO[0, 0, 0][1] == 0: + for m in cutlass.range(cute.size(dP_sum), unroll_full=True): + row = tOcO[0, m, 0][0] + gdPsum[row] = dP_sum[m] if row < seqlen_q - m_block * self.m_block_size else 0.0 + + # Clear dQaccum + if cutlass.const_expr(mdQaccum is not None): + if cutlass.const_expr(not seqlen.has_cu_seqlens_q): + mdQaccum_cur = mdQaccum[batch_idx, head_idx, None] + else: + mdQaccum_cur = cute.domain_offset( + (padded_offset_q * self.head_dim_padded,), mdQaccum[head_idx, None] + ) + + # HACK: Compiler doesn't seem to recognize that padding + # by padded_offset_q * self.head_dim_padded keeps alignment + # since statically divisible by 4 + + mdQaccum_cur_ptr = cute.make_ptr( + dtype=mdQaccum_cur.element_type, + value=mdQaccum_cur.iterator.toint(), + mem_space=mdQaccum_cur.iterator.memspace, + assumed_align=mdQaccum.iterator.alignment, + ) + mdQaccum_cur = cute.make_tensor(mdQaccum_cur_ptr, mdQaccum_cur.layout) + + blkdQaccum_shape = (self.m_block_size * self.head_dim_padded,) + gdQaccum = cute.local_tile(mdQaccum_cur, blkdQaccum_shape, (m_block,)) + gmem_thr_copy_dQaccum = gmem_tiled_copy_dQaccum.get_slice(tidx) + tdQgdQaccum = gmem_thr_copy_dQaccum.partition_S(gdQaccum) + zero = cute.make_fragment_like(tdQgdQaccum) + zero.fill(0.0) + cute.copy(gmem_tiled_copy_dQaccum, zero, tdQgdQaccum) + + if cutlass.const_expr(mLSE is not None): + if cutlass.const_expr(not seqlen.has_cu_seqlens_q): + mLSElog2_cur = mLSElog2[batch_idx, head_idx, None] + else: + mLSElog2_cur = cute.domain_offset((padded_offset_q,), mLSElog2[head_idx, None]) + + gLSElog2 = cute.local_tile(mLSElog2_cur, (self.m_block_size,), (m_block,)) + LOG2_E = math.log2(math.e) + if tidx < seqlen_q_rounded - m_block * self.m_block_size: + gLSElog2[tidx] = lse * LOG2_E if lse != -Float32.inf else 0.0 diff --git a/kernel/deps/flash_attn/cute/flash_bwd_sm100.py b/kernel/deps/flash_attn/cute/flash_bwd_sm100.py new file mode 100644 index 0000000000000000000000000000000000000000..de6bceca8430d9e86046e902ac88391b28a41ab2 --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_bwd_sm100.py @@ -0,0 +1,2954 @@ +# Copyright (c) 2025, Ted Zadouri, Markus Hoehnerbach, Jay Shah, Tri Dao. +import math +from typing import Callable, Optional +from functools import partial + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +from cutlass.cute import FastDivmodDivisor +from cutlass import Float32, Int32, const_expr +from cutlass.utils import LayoutEnum +from cutlass.cute.nvgpu import cpasync, tcgen05 +import cutlass.utils.blackwell_helpers as sm100_utils_basic +from cutlass.pipeline import PipelineAsync, PipelineConsumer + +from flash_attn.cute import utils +from flash_attn.cute import copy_utils +from flash_attn.cute import pipeline +from flash_attn.cute.blackwell_helpers import gemm_w_idx, gemm_ptx_w_idx # noqa +from flash_attn.cute.mask import AttentionMask +from flash_attn.cute.seqlen_info import SeqlenInfoQK +from flash_attn.cute.block_info import BlockInfo +from flash_attn.cute.tile_scheduler import ( + TileSchedulerArguments, + SingleTileScheduler, + SingleTileLPTBwdScheduler, # noqa + SingleTileVarlenScheduler, + ParamsBase, +) + +from flash_attn.cute import barrier +from flash_attn.cute.named_barrier import NamedBarrierBwdSm100 +from flash_attn.cute.softmax import apply_score_mod_inner, apply_score_mod_bwd_inner +from flash_attn.cute.block_sparsity import BlockSparseTensors +from flash_attn.cute.block_sparse_utils import ( + get_total_q_block_count_bwd, + get_block_sparse_iteration_info_bwd, + get_m_block_from_iter_bwd, + produce_block_sparse_q_loads_bwd_sm100, +) + + +class FlashAttentionBackwardSm100: + arch = 100 + + def __init__( + self, + head_dim: int, + head_dim_v: Optional[int] = None, + is_causal: bool = False, + is_local: bool = False, + qhead_per_kvhead: cutlass.Constexpr[int] = 1, + tile_m: int = 128, + tile_n: int = 128, + is_persistent: bool = False, + deterministic: bool = False, + cluster_size: int = 1, + score_mod: cutlass.Constexpr | None = None, + score_mod_bwd: cutlass.Constexpr | None = None, + mask_mod: cutlass.Constexpr | None = None, + has_aux_tensors: cutlass.Constexpr = False, + subtile_factor: cutlass.Constexpr[int] = 1, + ): + # padding head_dim to a multiple of 16 as k_block_size + hdim_multiple_of = 16 + self.tile_hdim = int(math.ceil(head_dim / hdim_multiple_of) * hdim_multiple_of) + head_dim_v = head_dim_v if head_dim_v is not None else head_dim + self.same_hdim_kv = head_dim == head_dim_v + assert head_dim == head_dim_v, "head_dim and head_dim_v must be the same for now" + self.tile_hdimv = int(math.ceil(head_dim_v / hdim_multiple_of) * hdim_multiple_of) + assert self.tile_hdim == self.tile_hdimv, ( + "tile_hdim and tile_hdimv must be the same for now" + ) + self.check_hdim_oob = head_dim != self.tile_hdim + self.check_hdim_v_oob = head_dim_v != self.tile_hdimv + + self.tile_m = tile_m + self.tile_n = tile_n + + # CTA tiler + self.cta_tiler = (tile_n, tile_m, self.tile_hdim) + # S = K @ Q.T + self.mma_tiler_kq = (tile_n, tile_m, self.tile_hdim) + # dP = V @ dO.T + self.mma_tiler_vdo = (tile_n, tile_m, self.tile_hdimv) + # dV = P.T @ dO + self.mma_tiler_pdo = (tile_n, self.tile_hdimv, tile_m) + # dK = dS.T @ Q (N, M) (M, D) + self.mma_tiler_dsq = (tile_n, self.tile_hdimv, tile_m) + # dQ = dS @ K + self.mma_tiler_dsk = (tile_m, self.tile_hdimv, tile_n) + + self.acc_dtype = Float32 + + assert cluster_size in (1, 2), "Only cluster_size=1 or 2 is supported" + self.cluster_shape_mn = (cluster_size, 1) + self.is_persistent = is_persistent + self.is_causal = is_causal + self.is_local = is_local + self.qhead_per_kvhead = qhead_per_kvhead + self.pack_gqa = False + self.deterministic = deterministic + + # Score mod and mask mod support + self.score_mod = score_mod + self.score_mod_bwd = score_mod_bwd + self.mask_mod = mask_mod + self.has_aux_tensors = has_aux_tensors + self.subtile_factor = subtile_factor + # For score_mod, use vec_size=1 (like forward) to handle per-element indices + if cutlass.const_expr(has_aux_tensors): + self.vec_size: cutlass.Constexpr = 1 + else: + self.vec_size: cutlass.Constexpr = 4 + self.qk_acc_dtype = Float32 + + # Speed optimizations, does not affect correctness + self.shuffle_LSE = False + self.shuffle_dPsum = False + self.use_smem_dS_for_mma_dK = self.deterministic and self.is_causal + + self.reduce_warp_ids = (0, 1, 2, 3) + self.compute_warp_ids = (4, 5, 6, 7, 8, 9, 10, 11) + self.mma_warp_id = 12 + self.load_warp_id = 13 + self.epi_warp_id = 14 + self.empty_warp_id = 15 + + # 16 warps -> 512 threads + self.threads_per_cta = cute.arch.WARP_SIZE * len( + ( + *self.reduce_warp_ids, + *self.compute_warp_ids, + self.mma_warp_id, + self.load_warp_id, + self.epi_warp_id, + self.empty_warp_id, + ) + ) + + # NamedBarrier + self.compute_sync_barrier = cutlass.pipeline.NamedBarrier( + barrier_id=int(NamedBarrierBwdSm100.Compute), + num_threads=len(self.compute_warp_ids) * cute.arch.WARP_SIZE, + ) + # self.epilogue_sync_barrier = pipeline.NamedBarrier( + # barrier_id=2, + # num_threads=self.num_compute_warps * self.threads_per_warp, + # ) + self.reduce_sync_barrier = cutlass.pipeline.NamedBarrier( + barrier_id=int(NamedBarrierBwdSm100.dQaccReduce), + num_threads=len(self.reduce_warp_ids) * cute.arch.WARP_SIZE, + ) + + # TMEM setup + SM100_TMEM_CAPACITY_COLUMNS = 512 + self.tmem_alloc_cols = SM100_TMEM_CAPACITY_COLUMNS + + # self.tmem_dK_offset = 0 + # self.tmem_dV_offset = self.tmem_dK_offset + self.tile_hdim + # self.tmem_dQ_offset = self.tmem_dV_offset + self.tile_hdimv + # self.tmem_dP_offset = self.tmem_dQ_offset # overlap with dQ + # self.tmem_S_offset = self.tmem_dQ_offset + max(self.tile_m, self.tile_hdim) + # self.tmem_P_offset = self.tmem_S_offset # overlap with S + # self.tmem_total = self.tmem_S_offset + self.tile_n + # assert self.tmem_total <= self.tmem_alloc_cols + + self.tmem_S_offset = 0 + self.tmem_P_offset = 0 # overlap with S + self.tmem_dV_offset = self.tmem_S_offset + self.tile_n + self.tmem_dP_offset = self.tmem_dV_offset + self.tile_hdimv + self.tmem_dQ_offset = self.tmem_dP_offset # overlap with dP + self.tmem_dK_offset = self.tmem_dP_offset + self.tile_m + self.tmem_dS_offset = self.tmem_dP_offset # overlap with dP + + if (not is_causal and not is_local) or deterministic: + self.num_regs_reduce = 152 + self.num_regs_compute = 136 + else: + self.num_regs_reduce = 136 + self.num_regs_compute = 144 + self.num_regs_other = 96 - 8 + self.num_regs_empty = 24 + assert self.num_regs_reduce + self.num_regs_compute * 2 + self.num_regs_other <= 512 + + self.buffer_align_bytes = 1024 + + def _setup_attributes(self): + self.Q_stage = 2 + self.dO_stage = 1 + # LSE_stage = Q_stage and dPsum_stage = dO_stage + # self.sdKVaccum_stage = 2 + # number of tma reduce adds per dQacc mma + self.dQ_reduce_ncol = 32 + self.sdQaccum_stage = 64 // self.dQ_reduce_ncol + assert self.tile_hdim % self.dQ_reduce_ncol == 0 + self.dQaccum_reduce_stage = self.tile_hdim // self.dQ_reduce_ncol + self.cluster_reduce_dQ = False and cute.size(self.cluster_shape_mn) > 1 + # number of tma reduce adds for dKacc and dVacc epilogue + self.dK_reduce_ncol = 32 + + def _get_tiled_mma(self): + cta_group = tcgen05.CtaGroup.ONE + # S = K @ Q.T + tiled_mma_S = sm100_utils_basic.make_trivial_tiled_mma( + self.q_dtype, + tcgen05.OperandMajorMode.K, + tcgen05.OperandMajorMode.K, + self.acc_dtype, + cta_group, + self.mma_tiler_kq[:2], + ) + # dP = V @ dO.T + tiled_mma_dP = sm100_utils_basic.make_trivial_tiled_mma( + self.do_dtype, + tcgen05.OperandMajorMode.K, + tcgen05.OperandMajorMode.K, + self.acc_dtype, + cta_group, + self.mma_tiler_vdo[:2], + ) + # dV += P @ dO --> (K, MN) major + tiled_mma_dV = sm100_utils_basic.make_trivial_tiled_mma( + self.do_dtype, + tcgen05.OperandMajorMode.K, # P_major_mode + tcgen05.OperandMajorMode.MN, # dO_major_mode + self.acc_dtype, + cta_group, + self.mma_tiler_pdo[:2], + a_source=tcgen05.OperandSource.TMEM, + ) + # dK += dS.T @ Q + if const_expr(self.use_smem_dS_for_mma_dK): + mma_dK_a_src = tcgen05.OperandSource.SMEM + else: + mma_dK_a_src = tcgen05.OperandSource.TMEM + tiled_mma_dK = sm100_utils_basic.make_trivial_tiled_mma( + self.do_dtype, + tcgen05.OperandMajorMode.K, # dS_major_mode + tcgen05.OperandMajorMode.MN, # Q_major_mode + self.acc_dtype, + cta_group, + self.mma_tiler_dsq[:2], + a_source=mma_dK_a_src, + ) + # dQ = dS @ K + tiled_mma_dQ = sm100_utils_basic.make_trivial_tiled_mma( + self.k_dtype, + tcgen05.OperandMajorMode.MN, # dS_major_mode + tcgen05.OperandMajorMode.MN, # Kt_major_mode + self.acc_dtype, + cta_group, + self.mma_tiler_dsk[:2], + ) + return tiled_mma_S, tiled_mma_dP, tiled_mma_dK, tiled_mma_dV, tiled_mma_dQ + + def _setup_smem_layout(self): + # S = K @ Q.T + sK_layout = sm100_utils_basic.make_smem_layout_a( + self.tiled_mma_S, + self.mma_tiler_kq, + self.k_dtype, + 1, + ) + self.sK_layout = cute.slice_(sK_layout, (None, None, None, 0)) + self.sQ_layout = sm100_utils_basic.make_smem_layout_b( + self.tiled_mma_S, + self.mma_tiler_kq, + self.q_dtype, + self.Q_stage, + ) + # dP = V @ dO.T + sV_layout = sm100_utils_basic.make_smem_layout_a( + self.tiled_mma_dP, + self.mma_tiler_vdo, + self.v_dtype, + 1, + ) + self.sV_layout = cute.slice_(sV_layout, (None, None, None, 0)) + self.sdOt_layout = sm100_utils_basic.make_smem_layout_b( + self.tiled_mma_dP, + self.mma_tiler_vdo, + self.do_dtype, + self.dO_stage, + ) + # dV += P @ dO + tP_layout = sm100_utils_basic.make_smem_layout_a( + self.tiled_mma_dV, + self.mma_tiler_pdo, + self.do_dtype, + 1, + ) + self.tP_layout = cute.slice_(tP_layout, (None, None, None, 0)) + self.sdO_layout = sm100_utils_basic.make_smem_layout_b( + self.tiled_mma_dV, + self.mma_tiler_pdo, + self.do_dtype, + self.dO_stage, + ) + # dK += dS.T @ Q + sdSt_layout = sm100_utils_basic.make_smem_layout_a( + self.tiled_mma_dK, + self.mma_tiler_dsq, + self.ds_dtype, + 1, + ) + self.sdSt_layout = cute.slice_(sdSt_layout, (None, None, None, 0)) + tdS_layout = sm100_utils_basic.make_smem_layout_a( + self.tiled_mma_dK, + self.mma_tiler_dsq, + self.ds_dtype, + 1, + ) + self.tdS_layout = cute.slice_(tdS_layout, (None, None, None, 0)) + self.sQt_layout = sm100_utils_basic.make_smem_layout_b( + self.tiled_mma_dK, + self.mma_tiler_dsq, + self.q_dtype, + self.Q_stage, + ) + # dQ = dS @ K + sdS_layout = sm100_utils_basic.make_smem_layout_a( + self.tiled_mma_dQ, + self.mma_tiler_dsk, + self.ds_dtype, + 1, + ) + self.sdS_layout = cute.slice_(sdS_layout, (None, None, None, 0)) + sKt_layout = sm100_utils_basic.make_smem_layout_b( + self.tiled_mma_dQ, + self.mma_tiler_dsk, + self.k_dtype, + 1, + ) + self.sKt_layout = cute.slice_(sKt_layout, (None, None, None, 0)) + self.sdQaccum_layout = cute.make_layout( + (self.tile_m * self.dQ_reduce_ncol, self.sdQaccum_stage) + ) + self.sLSE_layout = cute.make_layout( + shape=(self.tile_m, self.Q_stage), + stride=(1, cute.round_up(self.tile_m, 64)), + ) + self.sdPsum_layout = cute.make_layout( + shape=(self.tile_m, self.dO_stage), + stride=(1, cute.round_up(self.tile_m, 64)), + ) + self.sdKV_epi_tile = ( + self.tile_n, + min(128 // (self.dk_dtype.width // 8), self.tile_hdim // 2), # 64 or 32 + ) # subtiles mma_tiler_dsq[:2] = mma_tiler_pdo[:2] + # headdim_64 gets 1 stage + self.num_epi_stages = max(1, (self.tile_hdim // 2) // self.sdKV_epi_tile[1]) + self.sdKV_flat_epi_tile = self.tile_n * (self.tile_hdim // 2) // self.num_epi_stages + # TODO: dK and dV could have different shapes + if const_expr(not self.dKV_postprocess): + self.sdKV_layout = sm100_utils_basic.make_smem_layout_epi( + self.dk_dtype, + LayoutEnum.ROW_MAJOR, + self.sdKV_epi_tile, + 2, # num compute wgs + ) + else: + self.sdKV_layout = cute.make_layout((self.tile_n * self.dK_reduce_ncol, 2)) + + @cute.jit + def __call__( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mdO: cute.Tensor, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + mdQaccum: cute.Tensor, + mdK: cute.Tensor, + mdV: cute.Tensor, + softmax_scale: Float32, + stream: cuda.CUstream, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mCuSeqlensK: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + mSeqUsedK: Optional[cute.Tensor] = None, + softcap: Float32 | float | None = None, + window_size_left: Int32 | int | None = None, + window_size_right: Int32 | int | None = None, + mdQ_semaphore: Optional[cute.Tensor] = None, + mdK_semaphore: Optional[cute.Tensor] = None, + mdV_semaphore: Optional[cute.Tensor] = None, + aux_tensors: Optional[list] = None, + # Block-sparse tensors (Q direction - for iterating m_blocks per n_block): + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + self.q_dtype = mQ.element_type + self.k_dtype = mK.element_type + self.v_dtype = mV.element_type + self.do_dtype = mdO.element_type + self.lse_dtype = mLSE.element_type + self.dpsum_dtype = mdPsum.element_type + self.dqaccum_dtype = mdQaccum.element_type + self.dk_dtype = mdK.element_type + self.dv_dtype = mdV.element_type + self.ds_dtype = self.q_dtype + + self.is_varlen_k = mCuSeqlensK is not None or mSeqUsedK is not None + self.is_varlen_q = mCuSeqlensQ is not None or mSeqUsedQ is not None + self.use_tma_store = not (self.qhead_per_kvhead == 1 and mCuSeqlensK is not None) + self.dKV_postprocess = self.qhead_per_kvhead > 1 + + if const_expr(self.dKV_postprocess): + assert self.dk_dtype.width == 32, "Must accumulate dK in float precision for GQA" + assert self.dv_dtype.width == 32, "Must accumulate dV in float precision for GQA" + + # Assume all strides are divisible by 128 bits except the last stride + # Skip assume for Python ints (e.g., stride=0 from GQA expand) + new_stride = lambda t: ( + *( + s if isinstance(s, int) else cute.assume(s, divby=128 // t.element_type.width) + for s in t.stride[:-1] + ), + t.stride[-1], + ) + ( + mdQaccum, + mdK, + mdV, + ) = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + if t is not None + else None + for t in ( + mdQaccum, + mdK, + mdV, + ) + ] + + # (b, s, n, h) --> (s, h, n, b) or (t, n, h) -> (t, h, n) + QO_layout_transpose = [1, 3, 2, 0] if const_expr(mCuSeqlensQ is None) else [0, 2, 1] + mQ, mdO = [utils.select(t, mode=QO_layout_transpose) for t in (mQ, mdO)] + + KV_layout_transpose = [1, 3, 2, 0] if const_expr(mCuSeqlensK is None) else [0, 2, 1] + mK, mV = [utils.select(t, mode=KV_layout_transpose) for t in (mK, mV)] + + # (b, n, s) --> (s, n, b) or (n, t) --> (t, n) + LSE_dPsum_dQaccum_transpose = [2, 1, 0] if const_expr(mCuSeqlensQ is None) else [1, 0] + mLSE, mdPsum, mdQaccum = [ + utils.select(t, mode=LSE_dPsum_dQaccum_transpose) for t in (mLSE, mdPsum, mdQaccum) + ] + + if const_expr(not self.dKV_postprocess): + layout_dKV_transpose = KV_layout_transpose + else: + layout_dKV_transpose = [2, 1, 0] if const_expr(mCuSeqlensK is None) else [1, 0] + mdK, mdV = [utils.select(t, mode=layout_dKV_transpose) for t in (mdK, mdV)] + # (s, h, n, b) --> (h, s, n, b) or (t, h, n) -> (h, t, b) + dO_transpose = [1, 0, 2, 3] if const_expr(mCuSeqlensQ is None) else [1, 0, 2] + mdO = utils.select(mdO, mode=dO_transpose) + + # (b, n, block, stage) -> (block, stage, n, b) + semaphore_transpose = [2, 3, 1, 0] + if const_expr(self.deterministic): + assert mdQ_semaphore is not None + mdQ_semaphore = utils.select(mdQ_semaphore, mode=semaphore_transpose) + + if const_expr(self.deterministic and self.qhead_per_kvhead > 1): + assert mdK_semaphore is not None + assert mdV_semaphore is not None + mdK_semaphore, mdV_semaphore = [ + utils.select(t, mode=semaphore_transpose) for t in (mdK_semaphore, mdV_semaphore) + ] + else: + mdK_semaphore = None + mdV_semaphore = None + + self._setup_attributes() + ( + self.tiled_mma_S, + self.tiled_mma_dP, + self.tiled_mma_dK, + self.tiled_mma_dV, + self.tiled_mma_dQ, + ) = self._get_tiled_mma() + self._setup_smem_layout() + + cta_group = tcgen05.CtaGroup.ONE + + self.cluster_shape_mnk = (*self.cluster_shape_mn, 1) + self.cluster_layout_vmnk = cute.tiled_divide( + cute.make_layout(self.cluster_shape_mnk), + (self.tiled_mma_S.thr_id.shape,), + ) + self.num_mcast_ctas_b = cute.size(self.cluster_layout_vmnk.shape[1]) + self.is_q_do_mcast = self.num_mcast_ctas_b > 1 + + if const_expr(not self.dKV_postprocess): + self.mdK_layout_enum = LayoutEnum.from_tensor(mdK) + self.mdV_layout_enum = LayoutEnum.from_tensor(mdV) + dK_major_mode = self.mdK_layout_enum.mma_major_mode() + dV_major_mode = self.mdV_layout_enum.mma_major_mode() + if const_expr(dK_major_mode != tcgen05.OperandMajorMode.K): + raise RuntimeError("The layout of mdK is wrong") + if const_expr(dV_major_mode != tcgen05.OperandMajorMode.K): + raise RuntimeError("The layout of mdV is wrong") + + if const_expr(self.use_tma_store and not self.dKV_postprocess): + tma_copy_op_dKV = cpasync.CopyBulkTensorTileS2GOp() + tma_atom_dK, mdK_tma_tensor = cpasync.make_tiled_tma_atom( + tma_copy_op_dKV, + mdK, + cute.select(self.sdKV_layout, mode=[0, 1]), + self.sdKV_epi_tile, + 1, # no mcast + ) + tma_atom_dV, mdV_tma_tensor = cpasync.make_tiled_tma_atom( + tma_copy_op_dKV, + mdV, + cute.select(self.sdKV_layout, mode=[0, 1]), + self.sdKV_epi_tile, + 1, # no mcast + ) + else: + mdV_tma_tensor = mdV + mdK_tma_tensor = mdK + tma_atom_dV = None + tma_atom_dK = None + + if const_expr(not self.dKV_postprocess): + thr_layout_r2s_dKV = cute.make_ordered_layout((128, 1), order=(1, 0)) # 128 threads + val_layout_r2s_dKV = cute.make_ordered_layout( + (1, 128 // self.dk_dtype.width), order=(1, 0) + ) # 4 or 8 vals for 16 byte store + copy_atom_r2s_dKV = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + self.dk_dtype, + num_bits_per_copy=128, + ) + tiled_copy_r2s_dKV = cute.make_tiled_copy_tv( + copy_atom_r2s_dKV, thr_layout_r2s_dKV, val_layout_r2s_dKV + ) + else: + tiled_copy_r2s_dKV = copy_utils.tiled_copy_1d( + Float32, 128, num_copy_elems=128 // Float32.width + ) + + tma_load_op = cpasync.CopyBulkTensorTileG2SOp(cta_group) + tma_load_op_multicast = cpasync.CopyBulkTensorTileG2SMulticastOp(cta_group) + + # S.T = K @ Q.T + tma_atom_K, tma_tensor_K = cute.nvgpu.make_tiled_tma_atom_A( + tma_load_op, + mK, + cute.select(self.sK_layout, mode=[0, 1, 2]), + self.mma_tiler_kq, + self.tiled_mma_S, + self.cluster_layout_vmnk.shape, + ) + Q_tma_op = sm100_utils_basic.cluster_shape_to_tma_atom_B( + self.cluster_shape_mnk, self.tiled_mma_S.thr_id + ) + tma_atom_Q, tma_tensor_Q = cute.nvgpu.make_tiled_tma_atom_B( + # tma_load_op if const_expr(self.cluster_shape_mnk[0] == 1) else tma_load_op_multicast, + Q_tma_op, + mQ, + cute.select(self.sQ_layout, mode=[0, 1, 2]), + self.mma_tiler_kq, + self.tiled_mma_S, + self.cluster_layout_vmnk.shape, + ) + # dP.T = V @ dO.T + tma_atom_V, tma_tensor_V = cute.nvgpu.make_tiled_tma_atom_A( + tma_load_op, + mV, + cute.select(self.sV_layout, mode=[0, 1, 2]), + self.mma_tiler_vdo, + self.tiled_mma_dP, + self.cluster_layout_vmnk.shape, + ) + dO_tma_op = sm100_utils_basic.cluster_shape_to_tma_atom_B( + self.cluster_shape_mnk, self.tiled_mma_dV.thr_id + ) + tma_atom_dO, tma_tensor_dO = cute.nvgpu.make_tiled_tma_atom_B( + # tma_load_op if const_expr(self.cluster_shape_mnk[0] == 1) else tma_load_op_multicast, + dO_tma_op, + mdO, + cute.select(self.sdO_layout, mode=[0, 1, 2]), + self.mma_tiler_pdo, + self.tiled_mma_dV, + self.cluster_layout_vmnk.shape, + ) + + self.tma_copy_bytes = { + name: cute.size_in_bytes(mX.element_type, cute.select(layout, mode=[0, 1, 2])) + for name, mX, layout in [ + ("Q", mQ, self.sQ_layout), + ("K", mK, self.sK_layout), + ("V", mV, self.sV_layout), + ("dO", mdO, self.sdO_layout), + ] + } + self.tma_copy_bytes["LSE"] = self.tile_m * Float32.width // 8 + self.tma_copy_bytes["dPsum"] = self.tile_m * Float32.width // 8 + self.tma_copy_bytes["dQ"] = self.tile_m * self.dQ_reduce_ncol * Float32.width // 8 + self.tma_copy_bytes["dKacc"] = self.tile_n * self.dK_reduce_ncol * Float32.width // 8 + + # TileScheduler = SingleTileScheduler + if const_expr(self.is_varlen_k): + TileScheduler = SingleTileVarlenScheduler + elif const_expr(self.deterministic): + TileScheduler = SingleTileLPTBwdScheduler + else: + TileScheduler = SingleTileScheduler + # reads n_blocks right-to-left + self.spt = (self.is_causal or self.is_local) and self.deterministic + tile_sched_args = TileSchedulerArguments( + cute.ceil_div(cute.size(mK.shape[0]), self.cta_tiler[0]), # num_blocks + cute.size(mQ.shape[2]), # num_heads = num_query_heads + cute.size(mK.shape[3]) + if const_expr(mCuSeqlensK is None) + else cute.size(mCuSeqlensK.shape[0] - 1), # num_batches + 1, # num_splits + cute.size(mQ.shape[0]), # pass seqlen_q or total_q for seqlen_k + mQ.shape[1], # headdim + mV.shape[1], # headdim_v + total_q=cute.size(mK.shape[0]) # pass total_k for total_q + if const_expr(mCuSeqlensK is not None) + else cute.size(mK.shape[0]) * cute.size(mK.shape[3]), + tile_shape_mn=self.cta_tiler[:2], # (tile_n, tile_m) + cluster_shape_mn=self.cluster_shape_mnk[:2], + mCuSeqlensQ=mCuSeqlensK, + mSeqUsedQ=mSeqUsedK, + qhead_per_kvhead_packgqa=1, # pack_gqa disabled for bwd + element_size=self.k_dtype.width // 8, + is_persistent=self.is_persistent, # persistent mode not tested + lpt=self.spt, + head_swizzle=self.deterministic, + ) + + tile_sched_params = TileScheduler.to_underlying_arguments(tile_sched_args) + self.tile_scheduler_cls = TileScheduler + grid_dim = TileScheduler.get_grid_shape(tile_sched_params) + # cute.printf("grid_dim = {}", grid_dim) + + # Compute allocation sizes for shared buffers that are reused + # sQ is reused for sdK, sdO is reused for sdV + sQ_alloc_bytes = max( + cute.size_in_bytes(self.q_dtype, self.sQ_layout), + cute.size_in_bytes(self.dk_dtype, self.sdKV_layout), + ) + sdO_alloc_bytes = max( + cute.size_in_bytes(self.dv_dtype, self.sdKV_layout), + cute.size_in_bytes(self.do_dtype, self.sdO_layout), + ) + # Sanity check that layouts fit in allocation + sdV_bytes = cute.size_in_bytes(self.dv_dtype, self.sdKV_layout) + sdK_bytes = cute.size_in_bytes(self.dk_dtype, self.sdKV_layout) + assert sdV_bytes <= sdO_alloc_bytes, "sdV doesn't fit in sdO storage allocation" + assert sdK_bytes <= sQ_alloc_bytes, "sdK doesn't fit in sQ storage allocation" + + @cute.struct + class SharedStorage: + Q_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * self.Q_stage] + dO_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * self.dO_stage] + LSE_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * self.Q_stage] + dPsum_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * self.dO_stage] + S_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * 1] + dP_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * 1] + dS_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * 1] + dKV_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2 * 2] + dQ_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 2] + dQ_cluster_full_mbar_ptr: cute.struct.MemRange[ + cutlass.Int64, self.dQaccum_reduce_stage // 2 + ] + dQ_cluster_empty_mbar_ptr: cute.struct.MemRange[ + cutlass.Int64, self.dQaccum_reduce_stage // 2 + ] + tmem_holding_buf: Int32 + tmem_dealloc_mbar_ptr: cute.struct.MemRange[cutlass.Int64, 1] + + # Smem tensors + + # sQ is reused for sdK which in the non-MHA case needs float32 + sQ: cute.struct.Align[ + cute.struct.MemRange[cute.Uint8, sQ_alloc_bytes], + self.buffer_align_bytes, + ] + sK: cute.struct.Align[ + cute.struct.MemRange[self.k_dtype, cute.cosize(self.sK_layout)], + self.buffer_align_bytes, + ] + sV: cute.struct.Align[ + cute.struct.MemRange[self.v_dtype, cute.cosize(self.sV_layout)], + self.buffer_align_bytes, + ] + # sdO is reused for sdV which in the non-MHA case needs float32 + sdO: cute.struct.Align[ + cute.struct.MemRange[cute.Uint8, sdO_alloc_bytes], + self.buffer_align_bytes, + ] + sdS: cute.struct.Align[ + cute.struct.MemRange[self.ds_dtype, cute.cosize(self.sdSt_layout)], + 128, + ] + sLSE: cute.struct.Align[ + cute.struct.MemRange[self.lse_dtype, cute.cosize(self.sLSE_layout)], + 128, + ] + sdPsum: cute.struct.Align[ + cute.struct.MemRange[self.dpsum_dtype, cute.cosize(self.sdPsum_layout)], + 128, + ] + sdQaccum: cute.struct.Align[ + cute.struct.MemRange[self.dqaccum_dtype, cute.cosize(self.sdQaccum_layout)], + self.buffer_align_bytes, + ] + + self.shared_storage = SharedStorage + + LOG2_E = math.log2(math.e) + if const_expr(self.score_mod is None): + # Without score_mod: bake scale into log2 + softmax_scale_log2 = softmax_scale * LOG2_E + else: + # With score_mod: score_mod applied to S * softmax_scale, then use LOG2_E only + softmax_scale_log2 = LOG2_E + + if const_expr(window_size_left is not None): + window_size_left = Int32(window_size_left) + if const_expr(window_size_right is not None): + window_size_right = Int32(window_size_right) + + fastdiv_mods = None + if const_expr(aux_tensors is not None): + seqlen_q = cute.size(mQ.shape[0]) // ( + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1 + ) + seqlen_k = cute.size(mK.shape[0]) + seqlen_q_divmod = FastDivmodDivisor(seqlen_q) + seqlen_k_divmod = FastDivmodDivisor(seqlen_k) + fastdiv_mods = (seqlen_q_divmod, seqlen_k_divmod) + self.use_block_sparsity = cutlass.const_expr(blocksparse_tensors is not None) + + if const_expr(self.use_block_sparsity or aux_tensors is not None): + assert all(x is None for x in (mCuSeqlensQ, mCuSeqlensK, mSeqUsedQ, mSeqUsedK)), ( + "Variable sequence length is not supported yet for blocksparse or aux tensors in bwd" + ) + + self.kernel( + tma_tensor_Q, + tma_tensor_K, + tma_tensor_V, + mLSE, + mdPsum, + tma_tensor_dO, + mdV, + mdK, + mdQaccum, + mdV_tma_tensor, + mdK_tma_tensor, + mdQ_semaphore, + mdK_semaphore, + mdV_semaphore, + mCuSeqlensQ, + mCuSeqlensK, + mSeqUsedQ, + mSeqUsedK, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + tma_atom_dO, + tma_atom_dV, + tma_atom_dK, + self.sQ_layout, + self.sQt_layout, + self.sK_layout, + self.sV_layout, + self.sLSE_layout, + self.sdPsum_layout, + self.sdO_layout, + self.sdOt_layout, + self.sdSt_layout, + self.sdS_layout, + self.sKt_layout, + self.sdQaccum_layout, + self.sdKV_layout, + self.tP_layout, + self.tdS_layout, + self.tiled_mma_S, + self.tiled_mma_dP, + self.tiled_mma_dV, + self.tiled_mma_dK, + self.tiled_mma_dQ, + tiled_copy_r2s_dKV, + softmax_scale, + softmax_scale_log2, + window_size_left, + window_size_right, + tile_sched_params, + aux_tensors, + fastdiv_mods, + blocksparse_tensors, + ).launch( + grid=grid_dim, + block=[self.threads_per_cta, 1, 1], + cluster=self.cluster_shape_mnk if cute.size(self.cluster_shape_mnk) > 1 else None, + smem=self.shared_storage.size_in_bytes(), + stream=stream, + min_blocks_per_mp=1, + ) + + @cute.kernel + def kernel( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + mdO: cute.Tensor, + mdV: cute.Tensor, + mdK: cute.Tensor, + mdQaccum: cute.Tensor, + mdV_tma_tensor: Optional[cute.Tensor], + mdK_tma_tensor: Optional[cute.Tensor], + mdQ_semaphore: Optional[cute.Tensor], + mdK_semaphore: Optional[cute.Tensor], + mdV_semaphore: Optional[cute.Tensor], + mCuSeqlensQ: Optional[cute.Tensor], + mCuSeqlensK: Optional[cute.Tensor], + mSeqUsedQ: Optional[cute.Tensor], + mSeqUsedK: Optional[cute.Tensor], + tma_atom_Q: cute.CopyAtom, + tma_atom_K: cute.CopyAtom, + tma_atom_V: cute.CopyAtom, + tma_atom_dO: cute.CopyAtom, + tma_atom_dV: Optional[cute.CopyAtom], + tma_atom_dK: Optional[cute.CopyAtom], + sQ_layout: cute.ComposedLayout, + sQt_layout: cute.ComposedLayout, + sK_layout: cute.ComposedLayout, + sV_layout: cute.ComposedLayout, + sLSE_layout: cute.Layout, + sdPsum_layout: cute.Layout, + sdO_layout: cute.ComposedLayout, + sdOt_layout: cute.ComposedLayout, + sdSt_layout: cute.ComposedLayout, + sdS_layout: cute.ComposedLayout, + sKt_layout: cute.ComposedLayout, + sdQaccum_layout: cute.Layout, + sdKV_layout: cute.ComposedLayout | cute.Layout, + tP_layout: cute.ComposedLayout, + tdS_layout: cute.ComposedLayout, + tiled_mma_S: cute.TiledMma, + tiled_mma_dP: cute.TiledMma, + tiled_mma_dV: cute.TiledMma, + tiled_mma_dK: cute.TiledMma, + tiled_mma_dQ: cute.TiledMma, + tiled_copy_r2s_dKV: cute.TiledCopy, + softmax_scale: cutlass.Float32, + softmax_scale_log2: cutlass.Float32, + window_size_left: Optional[Int32], + window_size_right: Optional[Int32], + tile_sched_params: ParamsBase, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx()) + + # Prefetch tma descriptor + if warp_idx == self.load_warp_id: + with cute.arch.elect_one(): + cpasync.prefetch_descriptor(tma_atom_Q) + cpasync.prefetch_descriptor(tma_atom_K) + cpasync.prefetch_descriptor(tma_atom_V) + cpasync.prefetch_descriptor(tma_atom_dO) + if const_expr(tma_atom_dV is not None): + cpasync.prefetch_descriptor(tma_atom_dV) + if const_expr(tma_atom_dK is not None): + cpasync.prefetch_descriptor(tma_atom_dK) + + cluster_layout_vmnk = cute.tiled_divide( + cute.make_layout(self.cluster_shape_mnk), + (tiled_mma_S.thr_id.shape,), + ) + + # Alloc + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(self.shared_storage) + + tmem_dealloc_mbar_ptr = storage.tmem_dealloc_mbar_ptr.data_ptr() + dQ_cluster_full_mbar_ptr = storage.dQ_cluster_full_mbar_ptr.data_ptr() + dQ_cluster_empty_mbar_ptr = storage.dQ_cluster_empty_mbar_ptr.data_ptr() + + if warp_idx == 1: + cute.arch.mbarrier_init( + tmem_dealloc_mbar_ptr, cute.arch.WARP_SIZE * len(self.compute_warp_ids) + ) + if const_expr(self.cluster_reduce_dQ): + if warp_idx == 4: + for i in range(self.dQaccum_reduce_stage // 2): + cute.arch.mbarrier_init(dQ_cluster_full_mbar_ptr + i, 1) + cute.arch.mbarrier_init(dQ_cluster_empty_mbar_ptr + i, 1) + + # UMMA producers and AsyncThread consumers + pipeline_producer_group_MMA_AsyncThread = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len([self.mma_warp_id]) + ) + # Only 1 thread per warp will signal + pipeline_consumer_group_MMA_AsyncThread = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len(self.compute_warp_ids) + ) + pipeline_S_P = cutlass.pipeline.PipelineUmmaAsync.create( + num_stages=1, + producer_group=pipeline_producer_group_MMA_AsyncThread, + consumer_group=pipeline_consumer_group_MMA_AsyncThread, + barrier_storage=storage.S_mbar_ptr.data_ptr(), + ) + pipeline_dP = cutlass.pipeline.PipelineUmmaAsync.create( + num_stages=1, + producer_group=pipeline_producer_group_MMA_AsyncThread, + consumer_group=pipeline_consumer_group_MMA_AsyncThread, + barrier_storage=storage.dP_mbar_ptr.data_ptr(), + ) + pipeline_dKV = cutlass.pipeline.PipelineUmmaAsync.create( + num_stages=2, + producer_group=pipeline_producer_group_MMA_AsyncThread, + consumer_group=pipeline_consumer_group_MMA_AsyncThread, + barrier_storage=storage.dKV_mbar_ptr.data_ptr(), + ) + pipeline_consumer_group_MMA_AsyncThread_dQ = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, + len(self.reduce_warp_ids), + ) # Compute + pipeline_dQ = cutlass.pipeline.PipelineUmmaAsync.create( + num_stages=1, + producer_group=pipeline_producer_group_MMA_AsyncThread, + consumer_group=pipeline_consumer_group_MMA_AsyncThread_dQ, + barrier_storage=storage.dQ_mbar_ptr.data_ptr(), + ) + + # AsyncThread producers and UMMA consumers + # Only 1 thread per warp will signal + pipeline_PdS_producer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len(self.compute_warp_ids) + ) # Compute + pipeline_PdS_consumer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len([self.mma_warp_id]) + ) # MMA + pipeline_dS = cutlass.pipeline.PipelineAsyncUmma.create( + num_stages=1, + producer_group=pipeline_PdS_producer_group, + consumer_group=pipeline_PdS_consumer_group, + barrier_storage=storage.dS_mbar_ptr.data_ptr(), + ) + + # TMA producer and UMMA consumers + pipeline_producer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len([self.load_warp_id]) + ) + # The arrive count is the number of mcast size + pipeline_consumer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len([self.mma_warp_id]) * self.num_mcast_ctas_b + ) + pipeline_consumer_group_compute = cutlass.pipeline.CooperativeGroup( + # cutlass.pipeline.Agent.Thread, len(self.compute_warp_ids) * self.num_mcast_ctas_b + cutlass.pipeline.Agent.Thread, + len(self.compute_warp_ids) * 1, + ) + pipeline_LSE = cutlass.pipeline.PipelineTmaAsync.create( + barrier_storage=storage.LSE_mbar_ptr.data_ptr(), + num_stages=self.Q_stage, + producer_group=pipeline_producer_group, + consumer_group=pipeline_consumer_group_compute, + tx_count=self.tma_copy_bytes["LSE"], + # cta_layout_vmnk=cluster_layout_vmnk, + # init_wait=False, + ) + pipeline_dPsum = cutlass.pipeline.PipelineTmaAsync.create( + barrier_storage=storage.dPsum_mbar_ptr.data_ptr(), + num_stages=self.dO_stage, + producer_group=pipeline_producer_group, + consumer_group=pipeline_consumer_group_compute, + tx_count=self.tma_copy_bytes["dPsum"], + # cta_layout_vmnk=cluster_layout_vmnk, + # init_wait=False, + ) + pipeline_Q = pipeline.PipelineTmaUmma.create( + barrier_storage=storage.Q_mbar_ptr.data_ptr(), + num_stages=self.Q_stage, + producer_group=pipeline_producer_group, + consumer_group=pipeline_consumer_group, + tx_count=self.tma_copy_bytes["Q"], + cta_layout_vmnk=cluster_layout_vmnk, + init_wait=False, + ) + pipeline_dO = pipeline.PipelineTmaUmma.create( + barrier_storage=storage.dO_mbar_ptr.data_ptr(), + num_stages=self.dO_stage, + producer_group=pipeline_producer_group, + consumer_group=pipeline_consumer_group, + tx_count=self.tma_copy_bytes["dO"], + cta_layout_vmnk=cluster_layout_vmnk, + init_wait=True, + ) + + sQ = storage.sQ.get_tensor(sQ_layout.outer, swizzle=sQ_layout.inner, dtype=self.q_dtype) + sQt = cute.make_tensor( + cute.recast_ptr(sQ.iterator, sQt_layout.inner, dtype=self.q_dtype), sQt_layout.outer + ) + sK = storage.sK.get_tensor(sK_layout.outer, swizzle=sK_layout.inner) + sKt = cute.make_tensor(cute.recast_ptr(sK.iterator, sKt_layout.inner), sKt_layout.outer) + sV = storage.sV.get_tensor(sV_layout.outer, swizzle=sV_layout.inner) + sdSt = storage.sdS.get_tensor(sdSt_layout.outer, swizzle=sdSt_layout.inner) + sdS = cute.make_tensor(cute.recast_ptr(sdSt.iterator, sdS_layout.inner), sdS_layout.outer) + sdO = storage.sdO.get_tensor( + sdO_layout.outer, swizzle=sdO_layout.inner, dtype=self.do_dtype + ) + sdOt = cute.make_tensor( + cute.recast_ptr(sdO.iterator, sdOt_layout.inner, dtype=self.do_dtype), sdOt_layout.outer + ) + sLSE = storage.sLSE.get_tensor(sLSE_layout) + sdPsum = storage.sdPsum.get_tensor(sdPsum_layout) + if const_expr(not self.dKV_postprocess): + sdV = storage.sdO.get_tensor( + sdKV_layout.outer, swizzle=sdKV_layout.inner, dtype=self.dv_dtype + ) + sdK = storage.sQ.get_tensor( + sdKV_layout.outer, swizzle=sdKV_layout.inner, dtype=self.dk_dtype + ) + else: + sdV = storage.sdO.get_tensor(sdKV_layout, dtype=self.dv_dtype) + sdK = storage.sQ.get_tensor(sdKV_layout, dtype=self.dk_dtype) + + # Buffer sizing is guaranteed by max(...) in SharedStorage declarations + # for both sQ (reused as sdK) and sdO (reused as sdV) + + sdQaccum = storage.sdQaccum.get_tensor(sdQaccum_layout) + + # TMEM + # This is a fake tensor, by right need to retrieve tmem_ptr. But we know that we always + # request 512 columns of tmem, so we know that it starts at 0. + tmem_ptr = cute.make_ptr(Float32, 0, mem_space=cute.AddressSpace.tmem, assumed_align=16) + # S + thr_mma_S = tiled_mma_S.get_slice(0) + Sacc_shape = thr_mma_S.partition_shape_C(self.mma_tiler_kq[:2]) # (M, N) + tStS = thr_mma_S.make_fragment_C(Sacc_shape) + # (MMA, MMA_M, MMA_N) + tStS = cute.make_tensor(tmem_ptr + self.tmem_S_offset, tStS.layout) + # dP + thr_mma_dP = tiled_mma_dP.get_slice(0) + dPacc_shape = thr_mma_dP.partition_shape_C(self.mma_tiler_vdo[:2]) + tdPtdP = thr_mma_dP.make_fragment_C(dPacc_shape) + tdPtdP = cute.make_tensor(tmem_ptr + self.tmem_dP_offset, tdPtdP.layout) + # dV + thr_mma_dV = tiled_mma_dV.get_slice(0) + dvacc_shape = thr_mma_dV.partition_shape_C(self.mma_tiler_pdo[:2]) + tdVtdV = thr_mma_dV.make_fragment_C(dvacc_shape) + tdVtdV = cute.make_tensor(tmem_ptr + self.tmem_dV_offset, tdVtdV.layout) + tP = cute.make_tensor( + cute.recast_ptr(tmem_ptr + self.tmem_P_offset, dtype=self.do_dtype), tP_layout.outer + ) + # dK + thr_mma_dK = tiled_mma_dK.get_slice(0) + dkacc_shape = thr_mma_dK.partition_shape_C(self.mma_tiler_dsq[:2]) + tdKtdK = thr_mma_dK.make_fragment_C(dkacc_shape) + tdKtdK = cute.make_tensor(tmem_ptr + self.tmem_dK_offset, tdKtdK.layout) + tdS = cute.make_tensor( + cute.recast_ptr(tmem_ptr + self.tmem_dS_offset, dtype=self.ds_dtype), tdS_layout.outer + ) + # dQ + thr_mma_dQ = tiled_mma_dQ.get_slice(0) + dQacc_shape = thr_mma_dQ.partition_shape_C(self.mma_tiler_dsk[:2]) + tdQtdQ = thr_mma_dQ.make_fragment_C(dQacc_shape) + tdQtdQ = cute.make_tensor(tmem_ptr + self.tmem_dQ_offset, tdQtdQ.layout) + + block_info = BlockInfo( + self.tile_m, + # self.tile_n, + self.tile_n * self.cluster_shape_mnk[0], # careful, this case is not very well-tested + self.is_causal, + self.is_local, + False, # is_split_kv + window_size_left, + window_size_right, + qhead_per_kvhead_packgqa=1, + ) + SeqlenInfoCls = partial( + SeqlenInfoQK.create, + seqlen_q_static=mQ.shape[0], + seqlen_k_static=mK.shape[0], + mCuSeqlensQ=mCuSeqlensQ, + mCuSeqlensK=mCuSeqlensK, + mSeqUsedQ=mSeqUsedQ, + mSeqUsedK=mSeqUsedK, + tile_m=self.tile_m, + tile_n=self.tile_n, + ) + TileSchedulerCls = partial(self.tile_scheduler_cls.create, tile_sched_params) + + AttentionMaskCls = partial( + AttentionMask, + self.tile_m, + self.tile_n, + swap_AB=True, + window_size_left=window_size_left, + window_size_right=window_size_right, + ) + + # EMPTY + # (15) + if warp_idx == self.empty_warp_id: + cute.arch.warpgroup_reg_dealloc(self.num_regs_empty) + + # EPI + # (14) + if warp_idx == self.epi_warp_id: + # currently no-op, could use for tma store/reduce + cute.arch.warpgroup_reg_dealloc(self.num_regs_empty) + + # LOAD + # (13) + if warp_idx == self.load_warp_id: + cute.arch.warpgroup_reg_dealloc(self.num_regs_other) + self.load( + thr_mma_S, + thr_mma_dP, + thr_mma_dV, + mQ, + mK, + mV, + mLSE, + mdPsum, + mdO, + sQ, + sK, + sV, + sLSE, + sdPsum, + sdO, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + tma_atom_dO, + pipeline_Q, + pipeline_dO, + pipeline_LSE, + pipeline_dPsum, + cluster_layout_vmnk, + block_info, + SeqlenInfoCls, + TileSchedulerCls, + blocksparse_tensors, + should_load_Q=True, + should_load_dO=True, + ) + + # MMA + # (12) + if warp_idx == self.mma_warp_id: + cute.arch.warpgroup_reg_dealloc(self.num_regs_other) + + # Alloc tmem buffer + tmem_alloc_cols = Int32(self.tmem_alloc_cols) + cute.arch.alloc_tmem(tmem_alloc_cols, storage.tmem_holding_buf) + cute.arch.sync_warp() + + self.mma( + tiled_mma_S, + tiled_mma_dP, + tiled_mma_dV, + tiled_mma_dK, + tiled_mma_dQ, + sQ, + sQt, + sK, + sV, + sdO, + sdOt, + sdSt, + sdS, + sKt, + tP, + tdS, + tStS, + tdPtdP, + tdVtdV, + tdKtdK, + tdQtdQ, + pipeline_Q.make_consumer(), + pipeline_dO, + pipeline_S_P, + pipeline_dS, + pipeline_dKV, + pipeline_dP, + pipeline_dQ, + block_info, + SeqlenInfoCls, + TileSchedulerCls, + blocksparse_tensors, + ) + cute.arch.relinquish_tmem_alloc_permit() + tmem_ptr = cute.arch.retrieve_tmem_ptr( + Float32, alignment=16, ptr_to_buffer_holding_addr=storage.tmem_holding_buf + ) + + cute.arch.mbarrier_wait(tmem_dealloc_mbar_ptr, 0) + tmem_alloc_cols = Int32(self.tmem_alloc_cols) + cute.arch.dealloc_tmem(tmem_ptr, tmem_alloc_cols, is_two_cta=False) + + # Compute + # (4, 5, 6, 7, 8, 9, 10, 11) --> 8 warps + if warp_idx >= self.compute_warp_ids[0] and warp_idx <= self.compute_warp_ids[-1]: + cute.arch.warpgroup_reg_alloc(self.num_regs_compute) # 8 warps + self.compute_loop( + thr_mma_S, + thr_mma_dP, + thr_mma_dV, + thr_mma_dK, + tStS, + sLSE, + sdPsum, + tdVtdV, + tdKtdK, + mdV, + mdK, + sdS, + tdPtdP, + pipeline_LSE, + pipeline_dPsum, + pipeline_S_P, + pipeline_dS, + pipeline_dKV, + pipeline_dP, + softmax_scale, + softmax_scale_log2, + block_info, + SeqlenInfoCls, + AttentionMaskCls, + TileSchedulerCls, + sdV, + sdK, + mdV_tma_tensor, + mdK_tma_tensor, + tma_atom_dV, + tma_atom_dK, + tiled_copy_r2s_dKV, + mdK_semaphore, + mdV_semaphore, + aux_tensors, + fastdiv_mods, + blocksparse_tensors, + ) + cute.arch.mbarrier_arrive(tmem_dealloc_mbar_ptr) + + # Reduce + # (0, 1, 2, 3) - dQ + if warp_idx >= self.reduce_warp_ids[0] and warp_idx <= self.reduce_warp_ids[-1]: + cute.arch.warpgroup_reg_alloc(self.num_regs_reduce) + self.dQacc_reduce( + mdQaccum, + sdQaccum, + thr_mma_dQ, + tdQtdQ, + pipeline_dQ, + block_info, + SeqlenInfoCls, + TileSchedulerCls, + mdQ_semaphore, + blocksparse_tensors, + ) + + return + + @cute.jit + def load( + self, + thr_mma_S: cute.core.ThrMma, + thr_mma_dP: cute.core.ThrMma, + thr_mma_dV: cute.core.ThrMma, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + mdO: cute.Tensor, + sQ: cute.Tensor, + sK: cute.Tensor, + sV: cute.Tensor, + sLSE: cute.Tensor, + sdPsum: cute.Tensor, + sdO: cute.Tensor, + tma_atom_Q: cute.CopyAtom, + tma_atom_K: cute.CopyAtom, + tma_atom_V: cute.CopyAtom, + tma_atom_dO: cute.CopyAtom, + pipeline_Q: PipelineAsync, + pipeline_dO: PipelineAsync, + pipeline_LSE: PipelineAsync, + pipeline_dPsum: PipelineAsync, + cluster_layout_vmnk: cute.Layout, + block_info: BlockInfo, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + should_load_Q: bool = True, + should_load_dO: bool = True, + ): + producer_state_Q_LSE = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Producer, self.Q_stage + ) + producer_state_dO_dPsum = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Producer, self.dO_stage + ) + + # Compute multicast mask for Q & dO buffer full + cta_rank_in_cluster = cute.arch.make_warp_uniform(cute.arch.block_idx_in_cluster()) + block_in_cluster_coord_vmnk = cluster_layout_vmnk.get_flat_coord(cta_rank_in_cluster) + q_do_mcast_mask = None + if const_expr(self.is_q_do_mcast): + q_do_mcast_mask = cpasync.create_tma_multicast_mask( + cluster_layout_vmnk, block_in_cluster_coord_vmnk, mcast_mode=1 + ) + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + m_block_min, m_block_max = block_info.get_m_block_min_max( + seqlen, n_block // self.cluster_shape_mnk[0] + ) + head_idx_kv = head_idx // self.qhead_per_kvhead + mQ_cur = seqlen.offset_batch_Q(mQ, batch_idx, dim=3)[None, None, head_idx] + mK_cur = seqlen.offset_batch_K(mK, batch_idx, dim=3)[None, None, head_idx_kv] + mV_cur = seqlen.offset_batch_K(mV, batch_idx, dim=3)[None, None, head_idx_kv] + if const_expr(not seqlen.has_cu_seqlens_q): + mdO_cur = mdO[None, None, head_idx, batch_idx] + else: + mdO_cur = cute.domain_offset((0, seqlen.offset_q), mdO[None, None, head_idx]) + mLSE_cur = seqlen.offset_batch_Q(mLSE, batch_idx, dim=2, padded=True)[None, head_idx] + mdPsum_cur = seqlen.offset_batch_Q(mdPsum, batch_idx, dim=2, padded=True)[ + None, head_idx + ] + + gK = cute.local_tile(mK_cur, cute.select(self.mma_tiler_kq, mode=[0, 2]), (n_block, 0)) + tSgK = thr_mma_S.partition_A(gK) + gV = cute.local_tile(mV_cur, cute.select(self.mma_tiler_vdo, mode=[0, 2]), (n_block, 0)) + tdPgV = thr_mma_dP.partition_A(gV) + gQ = cute.local_tile(mQ_cur, cute.select(self.mma_tiler_kq, mode=[1, 2]), (None, 0)) + tSgQ = thr_mma_S.partition_B(gQ) + gLSE = cute.local_tile(mLSE_cur, (self.tile_m,), (None,)) + gdPsum = cute.local_tile(mdPsum_cur, (self.tile_m,), (None,)) + gdO = cute.local_tile(mdO_cur, cute.select(self.mma_tiler_pdo, mode=[1, 2]), (0, None)) + tdPgdO = thr_mma_dV.partition_B(gdO) + + load_K, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_K, 0, cute.make_layout(1), tSgK, sK, single_stage=True + ) + load_V, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_V, + 0, + cute.make_layout(1), + tdPgV, + sV, + single_stage=True, + ) + b_cta_layout = cute.make_layout(cute.slice_(cluster_layout_vmnk, (0, None, 0, 0)).shape) + load_Q, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_Q, + cta_coord=block_in_cluster_coord_vmnk[1], + cta_layout=b_cta_layout, + src_tensor=tSgQ, + dst_tensor=sQ, + mcast_mask=q_do_mcast_mask, + ) + load_Q = copy_utils.tma_producer_copy_fn(load_Q, pipeline_Q) + load_dO, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_dO, + cta_coord=block_in_cluster_coord_vmnk[1], + cta_layout=b_cta_layout, + src_tensor=tdPgdO, + dst_tensor=sdO, + mcast_mask=q_do_mcast_mask, + ) + load_dO = copy_utils.tma_producer_copy_fn(load_dO, pipeline_dO) + copy_atom_stats = cute.make_copy_atom(cpasync.CopyBulkG2SOp(), Float32) + copy_stats = partial(cute.copy, copy_atom_stats) + # copy_atom_stats = cute.make_copy_atom(cpasync.CopyBulkG2SMulticastOp(), Float32) + # sLSE = cute.logical_divide(sLSE, (64,))[(None, block_in_cluster_coord_vmnk[1]), None] + # gLSE = cute.logical_divide(gLSE, (64,))[(None, block_in_cluster_coord_vmnk[1]), None] + # sdPsum = cute.logical_divide(sdPsum, (64,))[(None, block_in_cluster_coord_vmnk[1]), None] + # gdPsum = cute.logical_divide(gdPsum, (64,))[(None, block_in_cluster_coord_vmnk[1]), None] + # copy_stats = partial(cute.copy, copy_atom_stats, mcast_mask=q_do_mcast_mask) + + # some tiles might be empty due to block sparsity + if const_expr(self.use_block_sparsity): + total_m_block_cnt = get_total_q_block_count_bwd( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + process_tile = total_m_block_cnt > Int32(0) + else: + process_tile = ( + const_expr(not self.is_local and not self.is_varlen_q) + or m_block_min < m_block_max + ) + + if process_tile: + if const_expr(self.use_block_sparsity): + producer_state_Q_LSE, producer_state_dO_dPsum = ( + produce_block_sparse_q_loads_bwd_sm100( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + producer_state_Q_LSE, + producer_state_dO_dPsum, + pipeline_Q, + pipeline_LSE, + pipeline_dO, + pipeline_dPsum, + load_K, + load_V, + load_Q, + load_dO, + copy_stats, + gLSE, + sLSE, + gdPsum, + sdPsum, + self.tma_copy_bytes["K"], + self.tma_copy_bytes["V"], + should_load_Q=should_load_Q, + should_load_dO=should_load_dO, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + ) + else: + first_m_block = m_block_min + + # First iteration: load K together w Q & LSE, then V together w dO & dPsum + if const_expr(should_load_Q): + pipeline_Q.producer_acquire( + producer_state_Q_LSE, extra_tx_count=self.tma_copy_bytes["K"] + ) + load_K(tma_bar_ptr=pipeline_Q.producer_get_barrier(producer_state_Q_LSE)) + load_Q(first_m_block, producer_state=producer_state_Q_LSE) + pipeline_Q.producer_commit(producer_state_Q_LSE) + pipeline_LSE.producer_acquire(producer_state_Q_LSE) + with cute.arch.elect_one(): + copy_stats( + gLSE[None, first_m_block], + sLSE[None, producer_state_Q_LSE.index], + mbar_ptr=pipeline_LSE.producer_get_barrier(producer_state_Q_LSE), + ) + producer_state_Q_LSE.advance() + if const_expr(should_load_dO): + pipeline_dO.producer_acquire( + producer_state_dO_dPsum, extra_tx_count=self.tma_copy_bytes["V"] + ) + load_V( + tma_bar_ptr=pipeline_dO.producer_get_barrier(producer_state_dO_dPsum) + ) + load_dO(first_m_block, producer_state=producer_state_dO_dPsum) + pipeline_dO.producer_commit(producer_state_dO_dPsum) + pipeline_dPsum.producer_acquire(producer_state_dO_dPsum) + with cute.arch.elect_one(): + copy_stats( + gdPsum[None, first_m_block], + sdPsum[None, producer_state_dO_dPsum.index], + mbar_ptr=pipeline_dPsum.producer_get_barrier( + producer_state_dO_dPsum + ), + ) + producer_state_dO_dPsum.advance() + + # Dense path: iterate from m_block_min+1 to m_block_max + for m_block in cutlass.range(m_block_min + 1, m_block_max, unroll=1): + if const_expr(should_load_Q): + pipeline_Q.producer_acquire(producer_state_Q_LSE) + load_Q(m_block, producer_state=producer_state_Q_LSE) + pipeline_Q.producer_commit(producer_state_Q_LSE) + pipeline_LSE.producer_acquire(producer_state_Q_LSE) + with cute.arch.elect_one(): + copy_stats( + gLSE[None, m_block], + sLSE[None, producer_state_Q_LSE.index], + mbar_ptr=pipeline_LSE.producer_get_barrier( + producer_state_Q_LSE + ), + ) + producer_state_Q_LSE.advance() + if const_expr(should_load_dO): + pipeline_dO.producer_acquire(producer_state_dO_dPsum) + load_dO(m_block, producer_state=producer_state_dO_dPsum) + pipeline_dO.producer_commit(producer_state_dO_dPsum) + pipeline_dPsum.producer_acquire(producer_state_dO_dPsum) + with cute.arch.elect_one(): + copy_stats( + gdPsum[None, m_block], + sdPsum[None, producer_state_dO_dPsum.index], + mbar_ptr=pipeline_dPsum.producer_get_barrier( + producer_state_dO_dPsum + ), + ) + producer_state_dO_dPsum.advance() + + if const_expr(should_load_Q): + pipeline_Q.producer_tail( + producer_state_Q_LSE.clone() + ) # will hang if we don't clone + pipeline_LSE.producer_tail(producer_state_Q_LSE) + if const_expr(should_load_dO): + pipeline_dO.producer_tail(producer_state_dO_dPsum.clone()) + pipeline_dPsum.producer_tail(producer_state_dO_dPsum) + + tile_scheduler.prefetch_next_work() + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + @cute.jit + def mma( + self, + tiled_mma_S: cute.TiledMma, + tiled_mma_dP: cute.TiledMma, + tiled_mma_dV: cute.TiledMma, + tiled_mma_dK: cute.TiledMma, + tiled_mma_dQ: cute.TiledMma, + sQ: cute.Tensor, + sQt: cute.Tensor, + sK: cute.Tensor, + sV: cute.Tensor, + sdO: cute.Tensor, + sdOt: cute.Tensor, + sdSt: cute.Tensor, + sdS: cute.Tensor, + sKt: cute.Tensor, + tP: cute.Tensor, + tdS: cute.Tensor, + tStS: cute.Tensor, + tdPtdP: cute.Tensor, + tdVtdV: cute.Tensor, + tdKtdK: cute.Tensor, + tdQtdQ: cute.Tensor, + pipeline_Q_consumer: PipelineConsumer, + pipeline_dO: PipelineAsync, + pipeline_S_P: PipelineAsync, + pipeline_dS: PipelineAsync, + pipeline_dKV: PipelineAsync, + pipeline_dP: PipelineAsync, + pipeline_dQ: PipelineAsync, + block_info: BlockInfo, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + # [2025-10-21] For reasons I don't understand, putting these partitioning in the main + # kernel (before warp specialization) is a lot slower tha putting them here. + # Partition smem / tmem tensors + # S = K @ Q.T + tSrK = tiled_mma_S.make_fragment_A(sK) + tSrQ = tiled_mma_S.make_fragment_B(sQ) + # dP = V @ dO.T + tdPrV = tiled_mma_dP.make_fragment_A(sV) + tdPrdOt = tiled_mma_dP.make_fragment_B(sdOt) + # dK = dS.T @ Q + if const_expr(self.use_smem_dS_for_mma_dK): + tdKrdS = tiled_mma_dK.make_fragment_A(sdSt) + else: + tdKrdS = tiled_mma_dK.make_fragment_A(tdS) + tdKrQ = tiled_mma_dK.make_fragment_B(sQt) + # dQ = dS @ K + tdQrdS = tiled_mma_dQ.make_fragment_A(sdS) + tdQrK = tiled_mma_dQ.make_fragment_B(sKt) + # dV = P @ dO.T + tdVrdO = tiled_mma_dV.make_fragment_B(sdO) + tdVrP = tiled_mma_dV.make_fragment_A(tP) + + # mma_qk_fn = partial(gemm_w_idx, tiled_mma_S, tStS, tSrK, tSrQ, zero_init=True) + mma_qk_fn = partial( + gemm_ptx_w_idx, tiled_mma_S, tStS, tSrK, tSrQ, sA=sK, sB=sQ, zero_init=True + ) + # mma_dov_fn = partial(gemm_w_idx, tiled_mma_dP, tdPtdP, tdPrV, tdPrdOt, zero_init=True) + mma_dov_fn = partial( + gemm_ptx_w_idx, + tiled_mma_dP, + tdPtdP, + tdPrV, + tdPrdOt, + sA=sV, + sB=sdOt, + zero_init=True, + ) + # mma_pdo_fn = partial(gemm_w_idx, tiled_mma_dV, tdVtdV, tdVrP, tdVrdO) + mma_pdo_fn = partial( + gemm_ptx_w_idx, + tiled_mma_dV, + tdVtdV, + tdVrP, + tdVrdO, + sA=None, + sB=sdO, + tA_addr=self.tmem_P_offset, + ) + mma_dsk_fn = partial(gemm_w_idx, tiled_mma_dQ, tdQtdQ, tdQrdS, tdQrK, zero_init=True) + # mma_dsk_fn = partial( + # gemm_ptx_w_idx, tiled_mma_dQ, tdQtdQ, tdQrdS, tdQrK, sA=sdS, sB=sKt, zero_init=True + # ) + if const_expr(self.use_smem_dS_for_mma_dK): + mma_dsq_fn = partial(gemm_w_idx, tiled_mma_dK, tdKtdK, tdKrdS, tdKrQ) + else: + # Need to explicitly pass in tA_addr for correctness + mma_dsq_fn = partial( + gemm_ptx_w_idx, + tiled_mma_dK, + tdKtdK, + tdKrdS, + tdKrQ, + sA=None, + sB=sQt, + tA_addr=self.tmem_dS_offset, + ) + + consumer_state_dO = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, self.dO_stage + ) + producer_phase_acc = Int32(1) # For S & P, dP, dQ + consumer_state_dS = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, 1 + ) + # producer_state_dKV = cutlass.pipeline.make_pipeline_state( + # cutlass.pipeline.PipelineUserType.Producer, 2 + # ) + producer_phase_dKV = Int32(1) + cta_group = pipeline_S_P.cta_group + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) # must be seqlen_k + m_block_min, m_block_max = block_info.get_m_block_min_max( + seqlen, n_block // self.cluster_shape_mnk[0] + ) + + if const_expr(self.use_block_sparsity): + block_iter_count = get_total_q_block_count_bwd( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + process_tile = block_iter_count > Int32(0) + else: + block_iter_count = m_block_max - m_block_min + process_tile = ( + const_expr(not self.is_local and not self.is_varlen_q) + or m_block_min < m_block_max + ) + + if process_tile: + accumulate_dK = False + # ----------------------------------------------------------- + ###### Prologue + # ----------------------------------------------------------- + # 1. S = Q0 @ K.T + # 2. dP = V @ dO.T + # 3. dV = P @ dO + # 1) S = Q0 @ K.T + handle_Q = pipeline_Q_consumer.wait_and_advance() + pipeline_S_P.sync_object_empty.wait(0, producer_phase_acc) + mma_qk_fn(B_idx=handle_Q.index) + # Don't release Q yet + pipeline_S_P.sync_object_full.arrive(0, pipeline_S_P.producer_mask, cta_group) + + # 2) dP = V @ dO.T + pipeline_dO.consumer_wait(consumer_state_dO) + pipeline_dP.sync_object_empty.wait(0, producer_phase_acc) + # dQ uses the same tmem as dP + pipeline_dQ.sync_object_empty.wait(0, producer_phase_acc) + mma_dov_fn(B_idx=consumer_state_dO.index) + # Don't release dO yet + pipeline_dP.sync_object_full.arrive(0, pipeline_dP.producer_mask, cta_group) + + producer_phase_acc ^= 1 + # 3) dV = P.T @ dO + # wait for P to be ready, which uses the same tmem as S + pipeline_S_P.sync_object_empty.wait(0, producer_phase_acc) + mma_pdo_fn(B_idx=consumer_state_dO.index, zero_init=True) + pipeline_dO.consumer_release(consumer_state_dO) + consumer_state_dO.advance() + # ----------------------------------------------------------- + ###### MAIN LOOP + # ----------------------------------------------------------- + # 1. S = K @ Q.T + # 2. dQ = dS @ K + # 3. dK = dS.T @ Q + # 4. dP = V @ dO.T + # 5. dV = P.T @ dO + + # For block sparsity, we use block_iter_count; for dense, use m_block range + # MMA doesn't need actual m_block indices, just the iteration count + main_loop_iters = ( + block_iter_count - 1 + if const_expr(self.use_block_sparsity) + else m_block_max - m_block_min - 1 + ) + for _ in cutlass.range(main_loop_iters, unroll=1): + # 1) S = K @ Q_i + handle_Q_next = pipeline_Q_consumer.wait_and_advance() + # Don't need to wait for S, as P must have been ready ealier, i.e., S is ready + mma_qk_fn(B_idx=handle_Q_next.index) + pipeline_S_P.sync_object_full.arrive(0, pipeline_S_P.producer_mask, cta_group) + + # 2-3) + # Do dK = dS.T @ Q, then dQ = dS @ K if dS in tmem for first mma + # Otherwise, reverse order + pipeline_dS.consumer_wait(consumer_state_dS) + + if const_expr(self.use_smem_dS_for_mma_dK): + mma_dsk_fn() + pipeline_dQ.sync_object_full.arrive(0, pipeline_dQ.producer_mask, cta_group) + mma_dsq_fn(B_idx=handle_Q.index, zero_init=not accumulate_dK) + accumulate_dK = True + handle_Q.release() + else: + mma_dsq_fn(B_idx=handle_Q.index, zero_init=not accumulate_dK) + accumulate_dK = True + handle_Q.release() + mma_dsk_fn() + pipeline_dQ.sync_object_full.arrive(0, pipeline_dQ.producer_mask, cta_group) + + # dP uses the same tmem as dQ + # However, if dS is ready, then dP must have been ready, + # so we don't need this wait before mma_dsk_fn() + # pipeline_dP.sync_object_empty.wait(0, producer_phase_acc) + + pipeline_dS.consumer_release(consumer_state_dS) + consumer_state_dS.advance() + + # 4) dP = V @ dO.T + pipeline_dO.consumer_wait(consumer_state_dO) + # dQ uses the same tmem as dP + pipeline_dQ.sync_object_empty.wait(0, producer_phase_acc) + mma_dov_fn(B_idx=consumer_state_dO.index) + pipeline_dP.sync_object_full.arrive(0, pipeline_dP.producer_mask, cta_group) + + producer_phase_acc ^= 1 + # 5) dV += P @ dO + # wait for P to be ready, which uses the same tmem as S + pipeline_S_P.sync_object_empty.wait(0, producer_phase_acc) + mma_pdo_fn(B_idx=consumer_state_dO.index, zero_init=False) + pipeline_dO.consumer_release(consumer_state_dO) + consumer_state_dO.advance() + + handle_Q = handle_Q_next + + pipeline_S_P.sync_object_full.arrive(0, pipeline_S_P.producer_mask, cta_group) + + # signal to the epilogue that dV is ready + # pipeline_dKV.producer_acquire(producer_state_dKV) + pipeline_dKV.sync_object_empty.wait(0, producer_phase_dKV) + # pipeline_dKV.producer_commit(producer_state_dKV) + pipeline_dKV.sync_object_full.arrive(0, pipeline_dKV.producer_mask, cta_group) + # producer_state_dKV.advance() + # pipeline_dKV.producer_acquire(producer_state_dKV) + pipeline_dKV.sync_object_empty.wait(1, producer_phase_dKV) + + # ----------------------------------------------------------- + ###### Remaining 2 + # ----------------------------------------------------------- + # 1) dK += dS.T @ Q + pipeline_dS.consumer_wait(consumer_state_dS) + mma_dsq_fn(B_idx=handle_Q.index, zero_init=not accumulate_dK) + # signal to the epilogue that dK is ready + # pipeline_dKV.producer_commit(producer_state_dKV) + pipeline_dKV.sync_object_full.arrive(1, pipeline_dKV.producer_mask, cta_group) + # producer_state_dKV.advance() + producer_phase_dKV ^= 1 + + # 2) dQ = dS @ K + # dS is done, so dP must have been ready, we don't need to wait + mma_dsk_fn() + pipeline_dQ.sync_object_full.arrive(0, pipeline_dQ.producer_mask, cta_group) + # Wait until dQ is done before releasing Q, since K and Q0 uses the same mbarrier + handle_Q.release() + pipeline_dS.consumer_release(consumer_state_dS) + consumer_state_dS.advance() + + producer_phase_acc ^= 1 + + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + # Currently it hangs if we have this S_P.producer_tail, will need to understand why + # pipeline_S_P.producer_tail(producer_state_S_P) + # pipeline_dP.producer_tail(producer_state_dP) + # pipeline_dKV.producer_tail(producer_state_dKV) + # pipeline_dQ.producer_tail(producer_state_dQ) + + @cute.jit + def split_wg( + self, + t: cute.Tensor, + wg_idx: cutlass.Int32, + num_wg: cutlass.Constexpr[int], + ): + reduced_shape = cute.product_each(t.shape) + rank = len(reduced_shape) + if const_expr(reduced_shape[1] > 1): + assert rank >= 2, "Need rank >= 2 for t in split_wg" + t = cute.logical_divide(t, (reduced_shape[0], reduced_shape[1] // num_wg)) + coord = (None, (None, wg_idx)) + (None,) * (rank - 2) + else: + assert rank >= 3, "Need rank >= 3 for t in split_wg" + if const_expr(rank == 3): + t = cute.logical_divide( + t, (reduced_shape[0], reduced_shape[1], reduced_shape[2] // num_wg) + ) + coord = ( + None, + None, + (None, wg_idx), + ) + (None,) * (rank - 3) + else: + t = cute.logical_divide( + t, + ( + reduced_shape[0], + reduced_shape[1], + reduced_shape[2], + reduced_shape[3] // num_wg, + ), + ) + coord = ( + None, + None, + None, + (None, wg_idx), + ) + (None,) * (rank - 4) + return t[coord] + + @cute.jit + def apply_score_mod( + self, + tSrS_t2r, + thr_copy_t2r, + thr_mma_S, + batch_idx, + head_idx, + m_block, + n_block, + softmax_scale, + seqlen_info, + aux_tensors=None, + fastdiv_mods=(None, None), + ): + """Apply forward score modification for SM100 backward pass.""" + # In bwd, S is computed as K @ Q.T so dimensions are (tile_n, tile_m) + cS = cute.make_identity_tensor((self.tile_n, self.tile_m)) + cS = cute.domain_offset((n_block * self.tile_n, m_block * self.tile_m), cS) + tScS = thr_mma_S.partition_C(cS) + tScS_idx = thr_copy_t2r.partition_D(tScS) + + apply_score_mod_inner( + tSrS_t2r, + tScS_idx, + self.score_mod, + batch_idx, + head_idx, + softmax_scale, + self.vec_size, + self.qk_acc_dtype, + aux_tensors, + fastdiv_mods, + seqlen_info, + constant_q_idx=None, + qhead_per_kvhead=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + transpose_indices=True, + ) + + @cute.jit + def apply_score_mod_bwd( + self, + grad_tensor, + score_tensor, + index_tensor, + batch_idx, + head_idx, + softmax_scale, + seqlen_info, + aux_tensors=None, + fastdiv_mods=(None, None), + ): + """Apply backward score modification (joint graph) for SM100.""" + apply_score_mod_bwd_inner( + grad_tensor, + score_tensor, + index_tensor, + self.score_mod_bwd, + batch_idx, + head_idx, + softmax_scale, + self.vec_size, + self.qk_acc_dtype, + aux_tensors, + fastdiv_mods, + seqlen_info, + constant_q_idx=None, + qhead_per_kvhead=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + transpose_indices=True, + ) + + @cute.jit + def compute_loop( + self, + thr_mma_S: cute.core.ThrMma, + thr_mma_dP: cute.core.ThrMma, + thr_mma_dV: cute.core.ThrMma, + thr_mma_dK: cute.core.ThrMma, + tStS: cute.Tensor, + sLSE: cute.Tensor, + sdPsum: cute.Tensor, + tdVtdV: cute.Tensor, + tdKtdK: cute.Tensor, + mdV: cute.Tensor, + mdK: cute.Tensor, + sdS: cute.Tensor, + tdPtdP: cute.Tensor, + pipeline_LSE: PipelineAsync, + pipeline_dPsum: PipelineAsync, + pipeline_S_P: PipelineAsync, + pipeline_dS: PipelineAsync, + pipeline_dKV: PipelineAsync, + pipeline_dP: PipelineAsync, + softmax_scale: cutlass.Float32, + softmax_scale_log2: cutlass.Float32, + block_info: BlockInfo, + SeqlenInfoCls: Callable, + AttentionMaskCls: Callable, + TileSchedulerCls: Callable, + sdV: Optional[cute.Tensor], + sdK: Optional[cute.Tensor], + mdV_tma_tensor: Optional[cute.Tensor], + mdK_tma_tensor: Optional[cute.Tensor], + tma_atom_dV: Optional[cute.CopyAtom], + tma_atom_dK: Optional[cute.CopyAtom], + tiled_copy_r2s_dKV: Optional[cute.TiledCopy], + mdK_semaphore: Optional[cute.Tensor], + mdV_semaphore: Optional[cute.Tensor], + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + sLSE_2D = cute.make_tensor( + sLSE.iterator, + cute.make_layout( + (self.tile_m, self.tile_n, self.Q_stage), + stride=(1, 0, cute.round_up(self.tile_m, 64)), + ), + ) + sdPsum_2D = cute.make_tensor( + sdPsum.iterator, + cute.make_layout( + (self.tile_m, self.tile_n, self.dO_stage), + stride=(1, 0, cute.round_up(self.tile_m, 64)), + ), + ) + # if const_expr(self.SdP_swapAB): + if const_expr(True): + sLSE_2D = utils.transpose_view(sLSE_2D) + sdPsum_2D = utils.transpose_view(sdPsum_2D) + + # tix: [128...384] 8 warps + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx()) # 4-11 + tidx = cute.arch.thread_idx()[0] % (cute.arch.WARP_SIZE * len(self.compute_warp_ids)) + # tidx = cute.arch.thread_idx()[0] - (cute.arch.WARP_SIZE * self.compute_warp_ids[0]) + dp_idx = tidx % 128 + num_wg = len(self.compute_warp_ids) // 4 # 2 + # wg_idx: + # 0: [256...384] + # 1: [128...256] + + tileP_f32_like = self.mma_tiler_kq[0] // 32 * self.v_dtype.width # 64 for tile_n = 128 + # tStS has shape ((128, 128), 1, 1), tStP has shape ((128, 64), 1, 1) + # tP overlap with tS + tStP = cute.composition(tStS, (cute.make_layout((self.tile_n, tileP_f32_like)), 1, 1)) + tStP = cute.make_tensor(tStS.iterator, tStP.layout) # Otherwise the tmem address is wrong + tScS = thr_mma_S.partition_C(cute.make_identity_tensor(self.mma_tiler_kq[:2])) + tScP = cute.composition(tScS, (cute.make_layout((self.tile_n, tileP_f32_like)), 1, 1)) + # tdS overlap with tdP + tdPtdS = cute.composition(tdPtdP, (cute.make_layout((self.tile_n, tileP_f32_like)), 1, 1)) + tdPcdP = thr_mma_dP.partition_C(cute.make_identity_tensor(self.mma_tiler_vdo[:2])) + tdPcdS = cute.composition(tdPcdP, (cute.make_layout((self.tile_n, tileP_f32_like)), 1, 1)) + + tmem_load_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(32)), Float32 + ) + tmem_store_atom = cute.make_copy_atom( + tcgen05.copy.St32x32bOp(tcgen05.copy.Repetition(16)), Float32 + ) + + # tmem -> rmem + thr_copy_t2r = copy_utils.make_tmem_copy(tmem_load_atom, num_wg).get_slice(tidx) + tStS_t2r = thr_copy_t2r.partition_S(tStS) # (((32, 32), 1), 2, 1, 1) + tdPtdP_t2r = thr_copy_t2r.partition_S(tdPtdP) + tScS_t2r = thr_copy_t2r.partition_D(tScS) # ((32, 1), 2, 1, 1) + t0ScS_t2r = thr_copy_t2r.get_slice(0).partition_D(tScS) # ((32, 1), 2, 1, 1) + # ((32, 1), 2, 1, 1, STAGE) + tSsLSE = thr_copy_t2r.partition_D(thr_mma_S.partition_C(sLSE_2D)) + tSsdPsum = thr_copy_t2r.partition_D(thr_mma_dP.partition_C(sdPsum_2D)) + # rmem -> tmem + thr_copy_r2t = copy_utils.make_tmem_copy(tmem_store_atom, num_wg).get_slice(tidx) + tScP_r2t = thr_copy_r2t.partition_S(tScP) + tStP_r2t = thr_copy_r2t.partition_D(tStP) + tdPcdS_r2t = thr_copy_r2t.partition_S(tdPcdS) + tdPtdS_r2t = thr_copy_r2t.partition_D(tdPtdS) + # rmem -> smem + # This part is a bit iffy, we might be making a lot of assumptions here + copy_atom_r2s = sm100_utils_basic.get_smem_store_op( + LayoutEnum.ROW_MAJOR, self.ds_dtype, Float32, thr_copy_t2r + ) + thr_copy_r2s = cute.make_tiled_copy_D(copy_atom_r2s, thr_copy_t2r).get_slice(tidx) + # We assume the swizzle (i.e. layout.inner) stays the same + sdS_layout = sm100_utils_basic.make_smem_layout_epi( + self.ds_dtype, LayoutEnum.ROW_MAJOR, (self.tile_n, self.tile_m), 1 + ).outer # ((8,16), (64,2), (1, 1)) + sdS_layout = cute.slice_(sdS_layout, (None, None, 0)) # ((8,16), (64,2)) + # Need to group into 1 mode to be compatible w thr_copy_r2s + sdS_layout = cute.make_layout((sdS_layout.shape,), stride=(sdS_layout.stride,)) + sdS_epi = cute.make_tensor(sdS.iterator, sdS_layout) + tRS_sdS = thr_copy_r2s.partition_D(sdS_epi) + + consumer_state_S_P_dP = pipeline.make_pipeline_state( # Our impl has shortcut for stage==1 + cutlass.pipeline.PipelineUserType.Consumer, 1 + ) + # consumer_phase_S_P_dP = Int32(0) + producer_state_dS = pipeline.make_pipeline_state( # Our impl has shortcut for stage==1 + cutlass.pipeline.PipelineUserType.Producer, 1 + ) + consumer_state_dKV = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, 2 + ) + consumer_state_LSE = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, self.Q_stage + ) + # consumer_state_dPsum = cutlass.pipeline.make_pipeline_state( + consumer_state_dPsum = pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, self.dO_stage + ) + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + m_block_min, m_block_max = block_info.get_m_block_min_max( + seqlen, n_block // self.cluster_shape_mnk[0] + ) + mask = AttentionMaskCls(seqlen) + # TODO: condition mask_seqlen + mask_fn = partial( + mask.apply_mask_sm100_transposed, + tScS_t2r=tScS_t2r, + t0ScS_t2r=t0ScS_t2r, + n_block=n_block, + mask_seqlen=True, + mask_causal=self.is_causal, + mask_local=self.is_local, + mask_mod=self.mask_mod, + batch_idx=batch_idx, + head_idx=head_idx, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + + # prefetch_LSE = not self.is_causal + prefetch_LSE = False + + # some tiles might be empty due to block sparsity + if const_expr(self.use_block_sparsity): + ( + curr_q_cnt, + curr_q_idx, + curr_full_cnt, + curr_full_idx, + loop_count, + ) = get_block_sparse_iteration_info_bwd( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + process_tile = loop_count > Int32(0) + else: + process_tile = ( + const_expr(not self.is_local and not self.is_varlen_q) + or m_block_min < m_block_max + ) + loop_count = m_block_max - m_block_min + + # Mainloop + # Block sparsity: iterate over sparse m_block count and derive actual m_block + # from Q_IDX/FULL_Q_IDX tensors. Dense: iterate m_block_min..m_block_max directly. + for iter_idx in cutlass.range(loop_count, unroll=1): + if const_expr(self.use_block_sparsity): + m_block, is_full_block = get_m_block_from_iter_bwd( + iter_idx, + curr_q_cnt, + curr_q_idx, + curr_full_cnt, + curr_full_idx, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + m_block_oob = m_block >= m_block_max + else: + m_block = m_block_min + iter_idx + m_block_oob = False + is_full_block = False + # Prefetch 1 stage of LSE + pipeline_LSE.consumer_wait(consumer_state_LSE) + tSrLSE_s2r = cute.make_fragment(tScS_t2r[None, 0, 0, 0].shape, Float32) + if const_expr(prefetch_LSE and not self.shuffle_LSE): + cute.autovec_copy(tSsLSE[None, 0, 0, 0, consumer_state_LSE.index], tSrLSE_s2r) + + pipeline_S_P.consumer_wait(consumer_state_S_P_dP) + # pipeline_S_P.sync_object_full.wait(0, consumer_phase_S_P_dP) + #### TMEM->RMEM (Load S from TMEM) + tSrS_t2r = cute.make_fragment(tScS_t2r.shape, Float32) + cute.copy(thr_copy_t2r, tStS_t2r, tSrS_t2r) + if const_expr(self.score_mod_bwd is not None): + tSrS_pre = cute.make_fragment_like(tSrS_t2r) + cute.autovec_copy(tSrS_t2r, tSrS_pre) + + if const_expr(self.score_mod is not None): + # Apply score_mod FIRST -> matches forward + self.apply_score_mod( + tSrS_t2r, + thr_copy_t2r, + thr_mma_S, + batch_idx, + head_idx, + m_block, + n_block, + softmax_scale, + seqlen, + aux_tensors, + fastdiv_mods, + ) + + #### APPLY MASK (after score_mod, matching forward pass order) + check_m_boundary = (m_block + 1) * self.tile_m > seqlen.seqlen_q + mask_fn( + tSrS_t2r, + m_block=m_block, + is_full_block=is_full_block, + check_m_boundary=check_m_boundary, + ) + + num_stages = cute.size(tScS_t2r, mode=[1]) + + # --------------------------------------------- + #### P = exp(S - LSE) + # --------------------------------------------- + lane_idx = cute.arch.lane_idx() + tSrP_r2t_f32 = cute.make_fragment(tScP_r2t.shape, Float32) # 64 + tSrP_r2t = cute.recast_tensor(tSrP_r2t_f32, self.q_dtype) + for stage in cutlass.range_constexpr(num_stages): + tSrS_cur = tSrS_t2r[None, stage, 0, 0] + tSsLSE_cur = tSsLSE[None, stage, 0, 0, consumer_state_LSE.index] + if const_expr(not self.shuffle_LSE): + if const_expr(stage > 0 or not prefetch_LSE): + cute.autovec_copy(tSsLSE_cur, tSrLSE_s2r) + tSrLSE = tSrLSE_s2r + else: + tSrLSE = tSsLSE_cur[lane_idx] + for v in cutlass.range_constexpr(cute.size(tSrS_t2r, mode=[0]) // 2): + if const_expr(not self.shuffle_LSE): + lse_pair = (tSrLSE[2 * v], tSrLSE[2 * v + 1]) + else: + lse_pair = ( + utils.shuffle_sync(tSrLSE, offset=2 * v), + utils.shuffle_sync(tSrLSE, offset=2 * v + 1), + ) + tSrS_cur[2 * v], tSrS_cur[2 * v + 1] = utils.fma_packed_f32x2( + ((tSrS_cur[2 * v], tSrS_cur[2 * v + 1])), + (softmax_scale_log2, softmax_scale_log2), + (-lse_pair[0], -lse_pair[1]), + ) + tSrS_cur[2 * v] = cute.math.exp2(tSrS_cur[2 * v], fastmath=True) + tSrS_cur[2 * v + 1] = cute.math.exp2(tSrS_cur[2 * v + 1], fastmath=True) + utils.cvt_f16(tSrS_cur, tSrP_r2t[None, stage, 0, 0]) + if const_expr(stage == 0): + cute.arch.fence_view_async_tmem_load() + # Without this barrier, we could have 1 warp writing to P in tmem while + # another warp is still reading S from tmem. + self.compute_sync_barrier.arrive_and_wait() + cute.copy( + thr_copy_r2t, + tSrP_r2t_f32[None, stage, None, None], + tStP_r2t[None, stage, None, None], + ) + + cute.arch.fence_view_async_tmem_store() + self.compute_sync_barrier.arrive_and_wait() + + with cute.arch.elect_one(): + pipeline_S_P.consumer_release(consumer_state_S_P_dP) + # pipeline_S_P.sync_object_empty.arrive(0, pipeline_S_P.consumer_mask) + pipeline_LSE.consumer_release(consumer_state_LSE) + # consumer_state_S_P_dP.advance() + consumer_state_LSE.advance() + + # --------------------------------------------- + # dS.T = P.T * (dP.T - D) + # --------------------------------------------- + pipeline_dPsum.consumer_wait(consumer_state_dPsum) + + pipeline_dP.consumer_wait(consumer_state_S_P_dP) + # pipeline_dP.sync_object_full.wait(0, consumer_phase_S_P_dP) + consumer_state_S_P_dP.advance() + # consumer_phase_S_P_dP ^= 1 + + ##### dS.T = P.T * (dP.T - Psum) + for stage in cutlass.range_constexpr(num_stages): + tdPrdP_t2r = cute.make_fragment(tScS_t2r[None, 0, None, None].shape, Float32) + cute.copy(thr_copy_t2r, tdPtdP_t2r[None, stage, None, None], tdPrdP_t2r) + cute.arch.fence_view_async_tmem_load() + self.compute_sync_barrier.arrive_and_wait() + tdPrdP_cur = tdPrdP_t2r[None, 0, 0] + tSrS_cur = tSrS_t2r[None, stage, 0, 0] + tSsdPsum_cur = tSsdPsum[None, stage, 0, 0, consumer_state_dPsum.index] + if const_expr(not self.shuffle_dPsum): + tSrdPsum = cute.make_fragment_like(tSsdPsum_cur, Float32) + cute.autovec_copy(tSsdPsum_cur, tSrdPsum) + else: + tSrdPsum = tSsdPsum_cur[lane_idx] + for v in cutlass.range_constexpr(cute.size(tdPrdP_t2r, mode=[0]) // 2): + if const_expr(not self.shuffle_dPsum): + dPsum_pair = (tSrdPsum[2 * v], tSrdPsum[2 * v + 1]) + else: + dPsum_pair = ( + utils.shuffle_sync(tSrdPsum, offset=2 * v), + utils.shuffle_sync(tSrdPsum, offset=2 * v + 1), + ) + tdPrdP_cur[2 * v], tdPrdP_cur[2 * v + 1] = utils.sub_packed_f32x2( + (tdPrdP_cur[2 * v], tdPrdP_cur[2 * v + 1]), dPsum_pair + ) + tdPrdP_cur[2 * v], tdPrdP_cur[2 * v + 1] = utils.mul_packed_f32x2( + (tSrS_cur[2 * v], tSrS_cur[2 * v + 1]), + (tdPrdP_cur[2 * v], tdPrdP_cur[2 * v + 1]), + ) + + if const_expr(self.score_mod_bwd is not None): + tSrS_pre_cur = tSrS_pre[None, stage, 0, 0] + cS_bwd = cute.make_identity_tensor((self.tile_n, self.tile_m)) + cS_bwd = cute.domain_offset( + (n_block * self.tile_n, m_block * self.tile_m), cS_bwd + ) + tScS_bwd = thr_mma_S.partition_C(cS_bwd) + tScS_idx_bwd = thr_copy_t2r.partition_D(tScS_bwd) + tScS_idx_cur = tScS_idx_bwd[None, stage, 0, 0] + self.apply_score_mod_bwd( + tdPrdP_cur, + tSrS_pre_cur, + tScS_idx_cur, + batch_idx, + head_idx, + softmax_scale, + seqlen, + aux_tensors, + fastdiv_mods, + ) + # Zero out OOB positions (kv_idx >= seqlen_k) after score_mod_bwd + for i in cutlass.range(cute.size(tdPrdP_cur), unroll_full=True): + kv_idx = tScS_idx_cur[i][0] + tdPrdP_cur[i] = 0.0 if kv_idx >= seqlen.seqlen_k else tdPrdP_cur[i] + + tdPrdS_cvt = cute.make_fragment_like(tdPrdP_cur, self.ds_dtype) + utils.cvt_f16(tdPrdP_cur, tdPrdS_cvt) + if const_expr(stage == 0): + pipeline_dS.producer_acquire(producer_state_dS) + cute.autovec_copy(tdPrdS_cvt, tRS_sdS[None, stage]) + if const_expr(not self.use_smem_dS_for_mma_dK): + tdPrdS_r2t_f32 = cute.recast_tensor(tdPrdS_cvt, Float32) + cute.copy(thr_copy_r2t, tdPrdS_r2t_f32, tdPtdS_r2t[None, stage, 0, 0]) + + if const_expr(not self.use_smem_dS_for_mma_dK): + cute.arch.fence_view_async_tmem_store() + cute.arch.fence_proxy( + cute.arch.ProxyKind.async_shared, space=cute.arch.SharedSpace.shared_cta + ) + self.compute_sync_barrier.arrive_and_wait() + + # with cute.arch.elect_one(): + # The mma warp no longer waits for dP (it waits for dS), so we don't have to arrive + # pipeline_dP.sync_object_empty.arrive(0, pipeline_dP.consumer_mask) + pipeline_dPsum.consumer_release(consumer_state_dPsum) + consumer_state_dPsum.advance() + with cute.arch.elect_one(): + pipeline_dS.producer_commit(producer_state_dS) + producer_state_dS.advance() + + # Epilogue + # Run epilogue if we processed any m_blocks for this n_block + if process_tile: + if const_expr(not self.use_tma_store): + consumer_state_dKV = self.epilogue_dKV( + dp_idx, + warp_idx, + batch_idx, + head_idx, + n_block, + seqlen, + thr_mma_dV, + thr_mma_dK, + tdVtdV, + tdKtdK, + mdV, + mdK, + pipeline_dKV, + consumer_state_dKV, + softmax_scale, + ) + else: + thr_copy_r2s_dKV = tiled_copy_r2s_dKV.get_slice(dp_idx) + #### STORE dV + consumer_state_dKV = self.epilogue_dK_or_dV_tma( + dp_idx, + batch_idx, + head_idx, + n_block, + seqlen, + thr_mma_dV, + tdVtdV, + mdV_tma_tensor, + sdV, + tma_atom_dV, + thr_copy_r2s_dKV, + pipeline_dKV, + consumer_state_dKV, + None, # Don't scale + int(NamedBarrierBwdSm100.EpilogueWG1), # barrier_id + mdV_semaphore, + ) + #### STORE dK + consumer_state_dKV = self.epilogue_dK_or_dV_tma( + dp_idx, + batch_idx, + head_idx, + n_block, + seqlen, + thr_mma_dK, + tdKtdK, + mdK_tma_tensor, + sdK, + tma_atom_dK, + thr_copy_r2s_dKV, + pipeline_dKV, + consumer_state_dKV, + softmax_scale if const_expr(not self.dKV_postprocess) else None, + int(NamedBarrierBwdSm100.EpilogueWG1), # barrier_id + mdK_semaphore, + ) + # Zero dK/dV for empty tiles (local attention or block sparsity) + # When total_m_block_cnt == 0 for block sparsity, no Q tiles contribute to this KV tile + if const_expr(not self.dKV_postprocess): + should_zero_dKV = False + if const_expr(self.is_local or self.is_varlen_q): + should_zero_dKV = m_block_min >= m_block_max + if const_expr(self.use_block_sparsity): + # For block sparsity, zero when no m_blocks contribute to this n_block + if not process_tile: + should_zero_dKV = True + + if should_zero_dKV: + # like other epis, currently assumes hdim == hdimv + gmem_tiled_copy_zero_dKV = copy_utils.tiled_copy_2d( + self.dk_dtype, + self.tile_hdim, + 128, # num_threads + ) + gmem_thr_copy_zero_dKV = gmem_tiled_copy_zero_dKV.get_slice(dp_idx) + mdV_cur = seqlen.offset_batch_K(mdV, batch_idx, dim=3)[None, None, head_idx] + mdK_cur = seqlen.offset_batch_K(mdK, batch_idx, dim=3)[None, None, head_idx] + gdK = cute.local_tile(mdK_cur, (self.tile_n, self.tile_hdim), (n_block, 0)) + gdV = cute.local_tile(mdV_cur, (self.tile_n, self.tile_hdimv), (n_block, 0)) + tdKgdK = gmem_thr_copy_zero_dKV.partition_D(gdK) + tdVgdV = gmem_thr_copy_zero_dKV.partition_D(gdV) + assert tdKgdK.shape[2] == 1 + assert tdVgdV.shape[2] == 1 + cdKV = cute.make_identity_tensor((self.tile_n, self.tile_hdim)) + tdKVcdKV = gmem_thr_copy_zero_dKV.partition_D(cdKV) + zero = cute.make_fragment_like(tdKgdK[None, 0, 0]) + zero.fill(0.0) + if tidx < 128: + for i in cutlass.range_constexpr(tdKgdK.shape[1]): + row_idx = tdKVcdKV[0, i, 0][0] + if row_idx < seqlen.seqlen_k - self.tile_n * n_block: + cute.copy(gmem_tiled_copy_zero_dKV, zero, tdKgdK[None, i, 0]) + else: + for i in cutlass.range_constexpr(tdVgdV.shape[1]): + row_idx = tdKVcdKV[0, i, 0][0] + if row_idx < seqlen.seqlen_k - self.tile_n * n_block: + cute.copy(gmem_tiled_copy_zero_dKV, zero, tdVgdV[None, i, 0]) + + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + @cute.jit + def dQacc_reduce( + self, + mdQaccum: cute.Tensor, + sdQaccum: cute.Tensor, + thr_mma_dQ: cute.core.ThrMma, + tdQtdQ: cute.Tensor, + pipeline_dQ: PipelineAsync, + block_info: BlockInfo, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + mdQ_semaphore: Optional[cute.Tensor], + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + num_reduce_threads = cute.arch.WARP_SIZE * len(self.reduce_warp_ids) + tidx = cute.arch.thread_idx()[0] % num_reduce_threads + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx() % len(self.reduce_warp_ids)) + is_tma_warp = warp_idx == 0 + # TMEM -> RMEM + tmem_load_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(self.dQ_reduce_ncol)), Float32 + ) + thr_copy_t2r = tcgen05.make_tmem_copy(tmem_load_atom, tdQtdQ).get_slice(tidx) + tdQtdQ_t2r = thr_copy_t2r.partition_S(tdQtdQ) + tdQcdQ = thr_mma_dQ.partition_C(cute.make_identity_tensor(self.mma_tiler_dsk[:2])) + tdQrdQ_t2r_shape = thr_copy_t2r.partition_D(tdQcdQ).shape + assert cute.size(tdQrdQ_t2r_shape, mode=[1]) == self.dQaccum_reduce_stage, ( + "dQaccum reduce stage mismatch" + ) + + thr_copy_dQaccum_r2s = copy_utils.tiled_copy_1d( + self.dqaccum_dtype, num_reduce_threads, num_copy_elems=128 // self.dqaccum_dtype.width + ).get_slice(tidx) + tdQsdQ = thr_copy_dQaccum_r2s.partition_D(sdQaccum) + + read_flag = const_expr(not self.deterministic) + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + dQ_consumer_state = pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, 1 + ) + dQ_tma_store_producer_state = pipeline.make_pipeline_state( + pipeline.PipelineUserType.Producer, self.sdQaccum_stage + ) + while work_tile.is_valid_tile: + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + m_block_min, m_block_max = block_info.get_m_block_min_max( + seqlen, n_block // self.cluster_shape_mnk[0] + ) + if const_expr(not seqlen.has_cu_seqlens_q): + mdQaccum_cur = mdQaccum[None, head_idx, batch_idx] + else: + mdQaccum_cur = cute.domain_offset( + (seqlen.padded_offset_q * self.tile_hdim,), mdQaccum[None, head_idx] + ) + gdQaccum_ = cute.local_tile(mdQaccum_cur, (self.tile_m * self.tile_hdim,), (None,)) + # (M * K / STAGE, STAGE, _) + gdQaccum = cute.flat_divide( + gdQaccum_, (self.tile_m * self.tile_hdim // self.dQaccum_reduce_stage,) + ) + + if const_expr(self.deterministic): + mdQ_semaphore_cur = mdQ_semaphore[None, None, head_idx, batch_idx] + + delay_semaphore_release = self.is_causal + n_block_global_max = cute.ceil_div(seqlen.seqlen_k, self.tile_n) + + # some tiles might be empty due to block sparsity + if const_expr(self.use_block_sparsity): + ( + curr_q_cnt, + curr_q_idx, + curr_full_cnt, + curr_full_idx, + loop_count, + ) = get_block_sparse_iteration_info_bwd( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + process_tile = loop_count > Int32(0) + else: + process_tile = ( + const_expr(not self.is_local and not self.is_varlen_q) + or m_block_min < m_block_max + ) + loop_count = m_block_max - m_block_min + + # dQacc_reduce mainloop + # Block sparsity: iterate over sparse m_block count and derive actual m_block + # from Q_IDX/FULL_Q_IDX tensors. Dense: iterate m_block_min..m_block_max directly. + for iter_idx in cutlass.range(loop_count, unroll=1): + if const_expr(self.use_block_sparsity): + m_block, _ = get_m_block_from_iter_bwd( + iter_idx, + curr_q_cnt, + curr_q_idx, + curr_full_cnt, + curr_full_idx, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + if m_block_max > 0: + m_block = cutlass.min(m_block, m_block_max - 1) + else: + m_block = m_block_min + iter_idx + pipeline_dQ.consumer_wait(dQ_consumer_state) + # TMEM -> RMEM + tdQrdQ_t2r = cute.make_fragment(tdQrdQ_t2r_shape, Float32) + cute.copy(thr_copy_t2r, tdQtdQ_t2r, tdQrdQ_t2r) + cute.arch.fence_view_async_tmem_load() + cute.arch.sync_warp() + with cute.arch.elect_one(): + pipeline_dQ.consumer_release(dQ_consumer_state) + dQ_consumer_state.advance() + + gdQaccum_cur = gdQaccum[None, None, m_block] + + for stage in cutlass.range_constexpr(cute.size(tdQrdQ_t2r, mode=[1])): # 4 + smem_idx = dQ_tma_store_producer_state.index + tdQsdQ_r2s = tdQsdQ[None, None, smem_idx] + tdQrdQ_r2s = cute.make_tensor( + tdQrdQ_t2r[None, stage, None, None].iterator, tdQsdQ_r2s.shape + ) + cute.copy(thr_copy_dQaccum_r2s, tdQrdQ_r2s, tdQsdQ_r2s) + # Fence and barrier to make sure shared memory store is visible to TMA store + cute.arch.fence_proxy( + cute.arch.ProxyKind.async_shared, space=cute.arch.SharedSpace.shared_cta + ) + # semaphore acquire + if const_expr(self.deterministic and stage == 0): + if const_expr(self.spt): + if const_expr( + self.is_causal or block_info.window_size_right is not None + ): + n_idx_right = ( + (m_block + 1) * self.tile_m + seqlen.seqlen_k - seqlen.seqlen_q + ) + if const_expr(block_info.window_size_right is not None): + n_idx_right += block_info.window_size_right + n_block_max_for_m_block = min( + n_block_global_max, + cute.ceil_div(n_idx_right, self.tile_n), + ) + else: + n_block_max_for_m_block = n_block_global_max + lock_value = n_block_max_for_m_block - 1 - n_block + else: + lock_value = n_block + barrier.wait_eq( + mdQ_semaphore_cur[(m_block, None)].iterator, tidx, 0, lock_value + ) + self.reduce_sync_barrier.arrive_and_wait() + # Copy from shared memory to global memory + if is_tma_warp: + with cute.arch.elect_one(): + copy_utils.cpasync_reduce_bulk_add_f32( + sdQaccum[None, smem_idx].iterator, + gdQaccum_cur[None, stage].iterator, + self.tma_copy_bytes["dQ"] // 1, + ) + cute.arch.cp_async_bulk_commit_group() + cute.arch.cp_async_bulk_wait_group(self.sdQaccum_stage - 1, read=read_flag) + self.reduce_sync_barrier.arrive_and_wait() + dQ_tma_store_producer_state.advance() + # Directly add to gmem, much slower + # tdQgdQ = thr_copy_dQaccum_r2s.partition_D(gdQaccum[None, stage, m_block]) + # assert cute.size(tdQrdQ_r2s) == cute.size(tdQgdQ) + # for i in cutlass.range(cute.size(tdQrdQ_r2s) // 4, unroll_full=True): + # copy_utils.atomic_add_fp32x4( + # tdQrdQ_r2s[4 * i], + # tdQrdQ_r2s[4 * i + 1], + # tdQrdQ_r2s[4 * i + 2], + # tdQrdQ_r2s[4 * i + 3], + # utils.elem_pointer(tdQgdQ, 4 * i), + # ) + # semaphore release for prior m_block + if const_expr(self.deterministic and stage == 0 and delay_semaphore_release): + if m_block > m_block_min: + barrier.arrive_inc( + mdQ_semaphore_cur[(m_block - 1, None)].iterator, tidx, 0, 1 + ) + + # semaphore release + # NOTE: arrive_inc calls red_release which issues membar + if const_expr(self.deterministic and not delay_semaphore_release): + if is_tma_warp: + cute.arch.cp_async_bulk_wait_group(0, read=read_flag) + self.reduce_sync_barrier.arrive_and_wait() + barrier.arrive_inc(mdQ_semaphore_cur[m_block, None].iterator, tidx, 0, 1) + + if const_expr(not self.is_local) or m_block_min < m_block_max: + if is_tma_warp: + cute.arch.cp_async_bulk_wait_group(0, read=read_flag) + self.reduce_sync_barrier.arrive_and_wait() + # final semaphore release + if const_expr(self.deterministic and delay_semaphore_release): + barrier.arrive_inc( + mdQ_semaphore_cur[(m_block_max - 1, None)].iterator, tidx, 0, 1 + ) + + if const_expr( + self.deterministic and not self.spt and block_info.window_size_left is not None + ): + m_block_global_max = cute.ceil_div(seqlen.seqlen_q, self.tile_m) + for m_block in cutlass.range(m_block_max, m_block_global_max, unroll=1): + barrier.arrive_inc(mdQ_semaphore_cur[(m_block, None)].iterator, tidx, 0, 1) + + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + @cute.jit + def epilogue_dKV( + self, + tidx: Int32, + warp_idx: Int32, + batch_idx: Int32, + head_idx: Int32, + n_block: Int32, + seqlen, + thr_mma_dV: cute.core.ThrMma, + thr_mma_dK: cute.core.ThrMma, + tdVtdV: cute.Tensor, + tdKtdK: cute.Tensor, + mdV: cute.Tensor, + mdK: cute.Tensor, + pipeline_dKV: PipelineAsync, + consumer_state_dKV: cutlass.pipeline.PipelineState, + softmax_scale: Float32, + ): + wg_idx = ( + cute.arch.thread_idx()[0] % (cute.arch.WARP_SIZE * len(self.compute_warp_ids)) + ) // 128 + num_wg = cute.arch.WARP_SIZE * len(self.compute_warp_ids) // 128 + + assert self.qhead_per_kvhead == 1, "This epilogue path is only for MHA" + mdV_cur = seqlen.offset_batch_K(mdV, batch_idx, dim=3)[None, None, head_idx] + mdK_cur = seqlen.offset_batch_K(mdK, batch_idx, dim=3)[None, None, head_idx] + + tmem_load_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(16)), Float32 + ) + + # dV + pipeline_dKV.consumer_wait(consumer_state_dKV) + + tiled_tmem_ld_dV = tcgen05.make_tmem_copy(tmem_load_atom, tdVtdV) + thr_tmem_ld_dV = tiled_tmem_ld_dV.get_slice(tidx) + + tdVtdV_t2r_p = thr_tmem_ld_dV.partition_S(tdVtdV) + tdVtdV_t2r = self.split_wg(tdVtdV_t2r_p, wg_idx, num_wg) + + cdV = cute.make_identity_tensor((self.mma_tiler_pdo[0], self.mma_tiler_pdo[1])) + tdVcdV = thr_mma_dV.partition_C(cdV) + tdVcdV_tensor = cute.make_tensor(tdVcdV.iterator, tdVcdV.layout) + + tdVcdV_t2r_p = thr_tmem_ld_dV.partition_D(tdVcdV_tensor) + tdVcdV_t2r = self.split_wg(tdVcdV_t2r_p, wg_idx, num_wg) + tdVrdV_t2r = cute.make_fragment(tdVcdV_t2r.shape, Float32) + + cute.copy(thr_tmem_ld_dV, tdVtdV_t2r, tdVrdV_t2r) + cute.arch.fence_view_async_tmem_load() + + universal_copy_bits = 128 + atom_universal_copy = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + self.dv_dtype, + num_bits_per_copy=universal_copy_bits, + ) + tiled_gmem_store_dV = cute.make_tiled_copy( + atom_universal_copy, + layout_tv=tiled_tmem_ld_dV.layout_dst_tv_tiled, + tiler_mn=tiled_tmem_ld_dV.tiler_mn, + ) + + tdVrdV_r2s = cute.make_fragment(tdVrdV_t2r.shape, self.dv_dtype) + for i in cutlass.range_constexpr(cute.size(tdVrdV_t2r, mode=[1])): + dV_vec = tdVrdV_t2r[(None, i, 0, 0)].load() + tdVrdV_r2s[(None, i, 0, 0)].store(dV_vec.to(self.dv_dtype)) + + gdV = cute.local_tile(mdV_cur, (self.tile_n, self.tile_hdimv), (None, 0)) + gdV_tile = gdV[None, None, n_block] + + tdVgdV = thr_mma_dV.partition_C(gdV_tile) + tdVgdV_r2g_p = thr_tmem_ld_dV.partition_D(tdVgdV) + tdVgdV_r2g = self.split_wg(tdVgdV_r2g_p, wg_idx, num_wg) + + if tidx < seqlen.seqlen_k - self.tile_n * n_block: + cute.copy(tiled_gmem_store_dV, tdVrdV_r2s, tdVgdV_r2g) + + cute.arch.sync_warp() + with cute.arch.elect_one(): + pipeline_dKV.consumer_release(consumer_state_dKV) + consumer_state_dKV.advance() + + # dK + pipeline_dKV.consumer_wait(consumer_state_dKV) + + tiled_tmem_ld_dK = tcgen05.make_tmem_copy(tmem_load_atom, tdKtdK) + thr_tmem_ld_dK = tiled_tmem_ld_dK.get_slice(tidx) + + tdKtdK_t2r_p = thr_tmem_ld_dK.partition_S(tdKtdK) + tdKtdK_t2r = self.split_wg(tdKtdK_t2r_p, wg_idx, num_wg) + + cdK = cute.make_identity_tensor((self.mma_tiler_dsq[0], self.mma_tiler_dsq[1])) + tdKcdK = thr_mma_dK.partition_C(cdK) + tdKcdK_tensor = cute.make_tensor(tdKcdK.iterator, tdKcdK.layout) + + tdKcdK_t2r_p = thr_tmem_ld_dK.partition_D(tdKcdK_tensor) + tdKcdK_t2r = self.split_wg(tdKcdK_t2r_p, wg_idx, num_wg) + tdKrdK_t2r = cute.make_fragment(tdKcdK_t2r.shape, Float32) + + cute.copy(tiled_tmem_ld_dK, tdKtdK_t2r, tdKrdK_t2r) + cute.arch.fence_view_async_tmem_load() + + universal_copy_bits = 128 + atom_universal_copy = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + self.dk_dtype, + num_bits_per_copy=universal_copy_bits, + ) + + tiled_gmem_store_dK = cute.make_tiled_copy( + atom_universal_copy, + layout_tv=tiled_tmem_ld_dK.layout_dst_tv_tiled, + tiler_mn=tiled_tmem_ld_dK.tiler_mn, + ) + + tdKrdK_r2s = cute.make_fragment(tdKrdK_t2r.shape, self.dk_dtype) + + for i in cutlass.range_constexpr(cute.size(tdKrdK_t2r, mode=[1])): + dK_vec = tdKrdK_t2r[(None, i, 0, 0)].load() * softmax_scale + tdKrdK_r2s[(None, i, 0, 0)].store(dK_vec.to(self.dk_dtype)) + + gdK = cute.local_tile(mdK_cur, (self.tile_n, self.tile_hdimv), (None, 0)) + gdK_tile = gdK[None, None, n_block] + + tdKgdK = thr_mma_dK.partition_C(gdK_tile) + tdKgdK_r2g_p = thr_tmem_ld_dK.partition_D(tdKgdK) + tdKgdK_r2g = self.split_wg(tdKgdK_r2g_p, wg_idx, num_wg) + + if tidx < seqlen.seqlen_k - self.tile_n * n_block: + cute.copy(tiled_gmem_store_dK, tdKrdK_r2s, tdKgdK_r2g) + + cute.arch.sync_warp() + with cute.arch.elect_one(): + pipeline_dKV.consumer_release(consumer_state_dKV) + consumer_state_dKV.advance() + return consumer_state_dKV + + @cute.jit + def epilogue_dK_or_dV_tma( + self, + tidx: Int32, + batch_idx: Int32, + head_idx: Int32, + n_block: Int32, + seqlen, + thr_mma: cute.core.ThrMma, + tdKVtdKV: cute.Tensor, + mdKV: cute.Tensor, + sdKV: cute.Tensor, + tma_atom_dKV: cute.CopyAtom, + thr_copy_r2s_dKV: cute.TiledCopy, + pipeline_dKV: PipelineAsync, + consumer_state_dKV: cutlass.pipeline.PipelineState, + scale: Optional[Float32], + barrier_id: Int32, + mdKV_semaphore: Optional[cute.Tensor], + ) -> cutlass.pipeline.PipelineState: + # assumes mma_tiler_pdo = mma_tiler_dsq = (tile_n, head_dim) + # head_dim = head_dim_v, dk_dtype = dv_dtype + num_compute_threads = cute.arch.WARP_SIZE * len(self.compute_warp_ids) + wg_idx = (cute.arch.thread_idx()[0] % num_compute_threads) // 128 + num_wg = num_compute_threads // 128 + leader_warp = (cute.arch.make_warp_uniform(cute.arch.warp_idx()) % 4) == 0 + + if const_expr(not self.dKV_postprocess): + sdKV = sdKV[None, None, wg_idx] # (tile_n, 64) for bf16 + else: + sdKV = sdKV[None, wg_idx] # (tile_n * 32) for fp32 + + # (8, tile_n / 128, 64 / 8) = (8, 1, 8) or (4, tile_n * 32 / (128 * 4)) = (4, 8) + tdKVsdKV_r2s = thr_copy_r2s_dKV.partition_D(sdKV) + + head_idx_kv = head_idx // self.qhead_per_kvhead + if const_expr(not self.dKV_postprocess): + assert not seqlen.has_cu_seqlens_k, "varlen uses non tma store path" + mdKV_cur = mdKV[None, None, head_idx_kv, batch_idx] # (seqlen, hdim) + gdKV_p = cute.local_tile( + mdKV_cur, (self.tile_n, self.tile_hdim), (n_block, 0) + ) # (tile_n, hdim) + gdKV = self.split_wg(gdKV_p, wg_idx, num_wg) # (tile_n, hdim / 2) + gdKV_epi = cute.local_tile( + gdKV, self.sdKV_epi_tile, (0, None) + ) # (tile_n, 64, epi_stage = (hdim / 2) / 64) + else: + if const_expr(not seqlen.has_cu_seqlens_k): + mdKV_cur = mdKV[None, head_idx_kv, batch_idx] # (seqlen * hdim) + else: + mdKV_cur = cute.domain_offset( + (seqlen.padded_offset_k * self.tile_hdim,), mdKV[None, head_idx_kv] + ) + gdKV_p = cute.local_tile( + mdKV_cur, (self.tile_n * self.tile_hdim,), (n_block,) + ) # (tile_n * hdim) + gdKV = cute.logical_divide(gdKV_p, (self.tile_n * self.tile_hdim // num_wg,))[ + ((None, wg_idx),) + ] # (tile_n * hdim / 2) + gdKV_epi = cute.flat_divide( + gdKV, (self.sdKV_flat_epi_tile,) + ) # (tile_n * hdim / 2 / epi_stage, epi_stage) + + deterministic_KV = self.deterministic and self.qhead_per_kvhead > 1 + if const_expr(deterministic_KV): + mdKV_semaphore_cur = mdKV_semaphore[n_block, None, head_idx_kv, batch_idx] + + if const_expr(not self.dKV_postprocess): + tdKVsdKV, tdKVgdKV = cpasync.tma_partition( + tma_atom_dKV, + 0, # no multicast + cute.make_layout(1), + cute.group_modes(sdKV, 0, 2), + cute.group_modes(gdKV_epi, 0, 2), + ) # (TMA) and (TMA, EPI_STAGE) + assert len(tdKVsdKV.shape) == 1, "Wrong rank for SMEM fragment tdKVsdKV" + assert len(tdKVgdKV.shape) == 2, "Wrong rank for GMEM fragment tdKVgdKV" + num_epi_stages = cute.size(tdKVgdKV.shape[1]) + assert num_epi_stages == self.num_epi_stages, "Epi stage calculation is wrong" + else: + num_epi_stages = self.num_epi_stages + + tmem_load_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(32)), Float32 + ) + + read_flag = const_expr(not deterministic_KV) + + pipeline_dKV.consumer_wait(consumer_state_dKV) + + # semaphore acquire + if const_expr(deterministic_KV): + barrier.wait_eq( + mdKV_semaphore_cur.iterator, tidx, wg_idx, head_idx % self.qhead_per_kvhead + ) + cute.arch.barrier(barrier_id=barrier_id + wg_idx, number_of_threads=128) + + for epi_stage in cutlass.range_constexpr(num_epi_stages): + # TMEM -> RMEM -- setup + thr_copy_t2r = tcgen05.make_tmem_copy(tmem_load_atom, tdKVtdKV).get_slice(tidx) + tdKVtdKV_t2r_p = thr_copy_t2r.partition_S(tdKVtdKV) + tdKVtdKV_t2r = self.split_wg(tdKVtdKV_t2r_p, wg_idx, num_wg)[None, None, 0, 0] + if const_expr(num_epi_stages > 1): + tdKVtdKV_t2r = tdKVtdKV_t2r[None, epi_stage] + + cdKV = cute.make_identity_tensor((self.tile_n, self.tile_hdim)) + tdKVcdKV = thr_mma.partition_C(cdKV) + tdKVcdKV_t2r_p = thr_copy_t2r.partition_D(tdKVcdKV) + tdKVcdKV_t2r = self.split_wg(tdKVcdKV_t2r_p, wg_idx, num_wg)[None, None, 0, 0] + if const_expr(num_epi_stages > 1): + tdKVcdKV_t2r = tdKVcdKV_t2r[None, epi_stage] + + tdKVrdKV_t2r = cute.make_fragment(tdKVcdKV_t2r.shape, Float32) + + assert cute.size(tdKVrdKV_t2r) == cute.size(tdKVtdKV_t2r) // cute.arch.WARP_SIZE, ( + "RMEM<->TMEM fragment size mismatch" + ) + + # TMEM -> RMEM -- copy and fence + cute.copy(thr_copy_t2r, tdKVtdKV_t2r, tdKVrdKV_t2r) + cute.arch.fence_view_async_tmem_load() + + # RMEM -- scale and convert + if const_expr(scale is not None): + for i in cutlass.range(cute.size(tdKVrdKV_t2r.shape) // 2, unroll_full=True): + tdKVrdKV_t2r[2 * i], tdKVrdKV_t2r[2 * i + 1] = utils.mul_packed_f32x2( + (tdKVrdKV_t2r[2 * i], tdKVrdKV_t2r[2 * i + 1]), (scale, scale) + ) + tdKVrdKV = cute.make_fragment(tdKVrdKV_t2r.shape, self.dv_dtype) # (32 columns) + tdKVrdKV.store(tdKVrdKV_t2r.load().to(self.dv_dtype)) + + # RMEM -> SMEM -- copy, fence and barrier + tdKVrdKV_r2s = cute.make_tensor(tdKVrdKV.iterator, tdKVsdKV_r2s.shape) + cute.copy(thr_copy_r2s_dKV, tdKVrdKV_r2s, tdKVsdKV_r2s) + cute.arch.fence_proxy( + cute.arch.ProxyKind.async_shared, space=cute.arch.SharedSpace.shared_cta + ) + cute.arch.barrier(barrier_id=barrier_id + wg_idx, number_of_threads=128) + + # SMEM -> GMEM + if leader_warp: + if const_expr(not self.dKV_postprocess): + cute.copy(tma_atom_dKV, tdKVsdKV, tdKVgdKV[None, epi_stage]) + else: + with cute.arch.elect_one(): + copy_utils.cpasync_reduce_bulk_add_f32( + sdKV.iterator, + gdKV_epi[None, epi_stage].iterator, + self.tma_copy_bytes["dKacc"], + ) + if const_expr(epi_stage < num_epi_stages - 1): + cute.arch.cp_async_bulk_commit_group() + cute.arch.cp_async_bulk_wait_group(0, read=read_flag) + cute.arch.barrier_arrive( + barrier_id=barrier_id + wg_idx, number_of_threads=128 + cute.arch.WARP_SIZE + ) + + # Barrier since all warps need to wait for SMEM to be freed + cute.arch.fence_proxy( + cute.arch.ProxyKind.async_shared, space=cute.arch.SharedSpace.shared_cta + ) + cute.arch.barrier( + barrier_id=barrier_id + wg_idx, number_of_threads=128 + cute.arch.WARP_SIZE + ) + + # semaphore release + # NOTE: arrive_inc calls red_release which issues membar + if const_expr(deterministic_KV): + if leader_warp: + cute.arch.cp_async_bulk_commit_group() + cute.arch.cp_async_bulk_wait_group(0, read=read_flag) + cute.arch.barrier(barrier_id=barrier_id + wg_idx, number_of_threads=128) + barrier.arrive_inc(mdKV_semaphore_cur.iterator, tidx, wg_idx, 1) + + cute.arch.sync_warp() + with cute.arch.elect_one(): + pipeline_dKV.consumer_release(consumer_state_dKV) + consumer_state_dKV.advance() + return consumer_state_dKV diff --git a/kernel/deps/flash_attn/cute/flash_bwd_sm90.py b/kernel/deps/flash_attn/cute/flash_bwd_sm90.py new file mode 100644 index 0000000000000000000000000000000000000000..377a66a4385fa7907d3caed061474b57cc348f32 --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_bwd_sm90.py @@ -0,0 +1,1708 @@ +import math +from typing import Callable, Optional, Type +from functools import partial + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +import cutlass.utils.hopper_helpers as sm90_utils_basic +from cutlass.cute.nvgpu import cpasync, warpgroup +from cutlass.cute.arch import ProxyKind, SharedSpace +from cutlass.cute import FastDivmodDivisor +from cutlass import Float32, Int32, Boolean, const_expr +from cutlass.utils import LayoutEnum + +from flash_attn.cute import hopper_helpers as sm90_utils +from flash_attn.cute import utils +from flash_attn.cute import copy_utils +from flash_attn.cute.hopper_helpers import gemm_zero_init, gemm_w_idx +from flash_attn.cute.mask import AttentionMask +from flash_attn.cute.seqlen_info import SeqlenInfoQK +from flash_attn.cute.block_info import BlockInfo +from flash_attn.cute import pipeline +from flash_attn.cute.tile_scheduler import TileSchedulerArguments, SingleTileScheduler, ParamsBase +from flash_attn.cute.named_barrier import NamedBarrierFwd, NamedBarrierBwd +from flash_attn.cute.softmax import apply_score_mod_inner, apply_score_mod_bwd_inner +from flash_attn.cute.block_sparsity import BlockSparseTensors +from flash_attn.cute.block_sparse_utils import ( + get_total_q_block_count_bwd, + produce_block_sparse_q_loads_bwd_sm90, + consume_block_sparse_mma_bwd_sm90, + dQaccum_store_block_sparse_bwd_sm90, +) + + +def mma_partition_fragment_AB( + thr_mma: cute.core.ThrMma, sA: Optional[cute.Tensor], sB: Optional[cute.Tensor], swap_AB: bool +): + if const_expr(not swap_AB): + return ( + thr_mma.make_fragment_A(thr_mma.partition_A(sA)) if sA is not None else None, + thr_mma.make_fragment_B(thr_mma.partition_B(sB)) if sB is not None else None, + ) + else: + return ( + thr_mma.make_fragment_B(thr_mma.partition_B(sA)) if sA is not None else None, + thr_mma.make_fragment_A(thr_mma.partition_A(sB)) if sB is not None else None, + ) + + +class FlashAttentionBackwardSm90: + arch = 90 + + def __init__( + self, + dtype: Type[cutlass.Numeric], + head_dim: int, + head_dim_v: Optional[int] = None, + qhead_per_kvhead: int = 1, + is_causal: bool = False, + tile_m: int = 64, + tile_n: int = 128, + Q_stage: int = 2, + dO_stage: int = 2, + PdS_stage: int = 2, + SdP_swapAB: bool = False, + dKV_swapAB: bool = False, + dQ_swapAB: bool = False, + AtomLayoutMSdP: int = 1, + AtomLayoutNdKV: int = 2, + AtomLayoutMdQ: int = 1, + num_threads: int = 384, + V_in_regs: bool = False, + score_mod: cutlass.Constexpr | None = None, + score_mod_bwd: cutlass.Constexpr | None = None, + mask_mod: cutlass.Constexpr | None = None, + has_aux_tensors: cutlass.Constexpr = False, + subtile_factor: cutlass.Constexpr[int] = 1, + ): + self.dtype = dtype + # padding head_dim to a multiple of 16 as k_block_size + hdim_multiple_of = 16 + self.tile_hdim = int(math.ceil(head_dim / hdim_multiple_of) * hdim_multiple_of) + head_dim_v = head_dim_v if head_dim_v is not None else head_dim + self.same_hdim_kv = head_dim == head_dim_v + self.tile_hdimv = int(math.ceil(head_dim_v / hdim_multiple_of) * hdim_multiple_of) + # Can save registers (and hence be faster) if we don't have to check hdim predication + self.check_hdim_oob = head_dim != self.tile_hdim + self.check_hdim_v_oob = head_dim_v != self.tile_hdimv + self.qhead_per_kvhead = qhead_per_kvhead + self.is_causal = is_causal + self.is_local = False + self.tile_m = tile_m + self.tile_n = tile_n + self.num_threads = num_threads + self.Q_stage = Q_stage + self.dO_stage = dO_stage + self.PdS_stage = PdS_stage + assert self.dO_stage in [1, self.Q_stage] + assert self.PdS_stage in [1, self.Q_stage] + self.SdP_swapAB = SdP_swapAB + self.dKV_swapAB = dKV_swapAB + self.dQ_swapAB = dQ_swapAB + self.AtomLayoutMSdP = AtomLayoutMSdP + self.AtomLayoutNdKV = AtomLayoutNdKV + self.AtomLayoutMdQ = AtomLayoutMdQ + self.num_mma_warp_groups = (self.num_threads // 128) - 1 + self.mma_dkv_is_rs = ( + AtomLayoutMSdP == 1 + and AtomLayoutNdKV == self.num_mma_warp_groups + and SdP_swapAB + and not dKV_swapAB + ) + self.V_in_regs = V_in_regs + if qhead_per_kvhead > 1: + assert self.same_hdim_kv, "GQA backward requires head_dim == head_dim_v" + assert self.num_mma_warp_groups == 2, "GQA backward assumes 2 warp groups" + # These are tuned for speed + # Do we keep the LSE and dPsum in each thread, or split them across 8 threads that share + # them and then shuffle to get the value whenever we need? This can reduce register + # pressure when SdP_swapAB, where each thread needs to keep statistics for (kBlockM / 4) + # rows. If !SdP_swapAB, each thread only needs to keep statistics for 2 rows. + # TODO: impl these for hdim 64 + self.shuffle_LSE = self.SdP_swapAB and self.tile_hdim <= 64 + self.shuffle_dPsum = self.SdP_swapAB and self.tile_hdim <= 64 + + self.score_mod = score_mod + self.score_mod_bwd = score_mod_bwd + self.mask_mod = mask_mod + self.has_aux_tensors = has_aux_tensors + self.subtile_factor = subtile_factor + if cutlass.const_expr(has_aux_tensors): + self.vec_size: cutlass.Constexpr = 1 + else: + self.vec_size: cutlass.Constexpr = 4 + self.qk_acc_dtype = Float32 + + @staticmethod + def can_implement( + dtype, + head_dim, + head_dim_v, + tile_m, + tile_n, + Q_stage, + num_threads, + V_in_regs=False, + ) -> bool: + if dtype not in [cutlass.Float16, cutlass.BFloat16]: + return False + if head_dim % 8 != 0: + return False + if head_dim_v % 8 != 0: + return False + if tile_n % 16 != 0: + return False + if num_threads % 32 != 0: + return False + if (tile_m * 2) % num_threads != 0: + return False + return True + + def _check_type( + self, + mQ_type: Type[cutlass.Numeric], + mK_type: Type[cutlass.Numeric], + mV_type: Type[cutlass.Numeric], + mdO_type: Type[cutlass.Numeric], + mLSE_type: Type[cutlass.Numeric], + mdPsum_type: Type[cutlass.Numeric], + mdQaccum_type: Type[cutlass.Numeric], + mdK_type: Type[cutlass.Numeric], + mdV_type: Type[cutlass.Numeric], + ): + # Get the data type and check if it is fp16 or bf16 + if const_expr(not (mQ_type == mK_type == mV_type == mdO_type)): + raise TypeError("All tensors must have the same data type") + if const_expr(mQ_type not in [cutlass.Float16, cutlass.BFloat16]): + raise TypeError("Only Float16 or BFloat16 is supported") + if const_expr(mLSE_type not in [Float32]): + raise TypeError("LSE tensor must be Float32") + if const_expr(mdPsum_type not in [Float32]): + raise TypeError("dPsum tensor must be Float32") + if const_expr(mdQaccum_type not in [Float32]): + raise TypeError("dQaccum tensor must be Float32") + if const_expr(self.qhead_per_kvhead == 1): + if const_expr(not (mdK_type == mdV_type == mQ_type)): + raise TypeError("mdK and mdV tensors must have the same data type as mQ") + else: + if const_expr(not (mdK_type == mdV_type == Float32)): + raise TypeError("mdKaccum and mdVaccum tensors must have the data type Float32") + assert mQ_type == self.dtype + + def _setup_attributes(self): + self.sQ_layout, self.sK_layout, self.sV_layout, self.sdO_layout, self.sPdS_layout = [ + sm90_utils.make_smem_layout(self.dtype, LayoutEnum.ROW_MAJOR, shape, stage) + for shape, stage in [ + ((self.tile_m, self.tile_hdim), self.Q_stage), + ((self.tile_n, self.tile_hdim), None), + ((self.tile_n, self.tile_hdimv), None), + ((self.tile_m, self.tile_hdimv), self.dO_stage), + ((self.tile_m, self.tile_n), self.PdS_stage), + ] + ] + self.sdQaccum_layout = cute.make_layout( + (self.tile_m * self.tile_hdim // self.num_mma_warp_groups, self.num_mma_warp_groups) + ) + # dQaccum R->S + self.r2s_tiled_copy_dQaccum = cute.make_tiled_copy_tv( + cute.make_copy_atom(cute.nvgpu.CopyUniversalOp(), Float32, num_bits_per_copy=128), + # thr_layout + cute.make_layout((self.num_threads_per_warp_group, self.num_mma_warp_groups)), + cute.make_layout(128 // Float32.width), # val_layout + ) + # dKVaccum for GQA epilogue - reuses sV+sK memory recast as f32 + self.sdKVaccum_layout = cute.make_layout( + (self.tile_n * self.tile_hdim // self.num_mma_warp_groups, self.num_mma_warp_groups) + ) + # dKVaccum R->S (same pattern as dQaccum but sized for tile_n) + self.r2s_tiled_copy_dKVaccum = cute.make_tiled_copy_tv( + cute.make_copy_atom(cute.nvgpu.CopyUniversalOp(), Float32, num_bits_per_copy=128), + cute.make_layout((self.num_threads_per_warp_group, self.num_mma_warp_groups)), + cute.make_layout(128 // Float32.width), + ) + + def _get_tiled_mma(self): + # S = Q @ K.T, dP = dO @ V.T + atom_layout_SdP = (self.AtomLayoutMSdP, self.num_mma_warp_groups // self.AtomLayoutMSdP) + tiler_mn_SdP = (self.tile_m // atom_layout_SdP[0], self.tile_n // atom_layout_SdP[1]) + tiled_mma_SdP = sm90_utils_basic.make_trivial_tiled_mma( + self.dtype, + self.dtype, + warpgroup.OperandMajorMode.K, + warpgroup.OperandMajorMode.K, + Float32, + atom_layout_mnk=(atom_layout_SdP if not self.SdP_swapAB else atom_layout_SdP[::-1]) + + (1,), + tiler_mn=tiler_mn_SdP if not self.SdP_swapAB else tiler_mn_SdP[::-1], + ) + # dV = P.T @ dO, dK = dS.T @ Q + atom_layout_dKV = (self.AtomLayoutNdKV, self.num_mma_warp_groups // self.AtomLayoutNdKV) + tiler_mn_dK = (self.tile_n // atom_layout_dKV[0], self.tile_hdim // atom_layout_dKV[1]) + tiler_mn_dV = (self.tile_n // atom_layout_dKV[0], self.tile_hdimv // atom_layout_dKV[1]) + tiled_mma_dK, tiled_mma_dV = [ + sm90_utils_basic.make_trivial_tiled_mma( + self.dtype, + self.dtype, + warpgroup.OperandMajorMode.MN + if not self.mma_dkv_is_rs + else warpgroup.OperandMajorMode.K, + warpgroup.OperandMajorMode.MN, + Float32, + atom_layout_mnk=(atom_layout_dKV if not self.dKV_swapAB else atom_layout_dKV[::-1]) + + (1,), + tiler_mn=tiler_mn_d if not self.dKV_swapAB else tiler_mn_d[::-1], + a_source=warpgroup.OperandSource.RMEM + if self.mma_dkv_is_rs + else warpgroup.OperandSource.SMEM, + ) + for tiler_mn_d in (tiler_mn_dK, tiler_mn_dV) + ] + # dQ = dS @ K + atom_layout_dQ = (self.AtomLayoutMdQ, self.num_mma_warp_groups // self.AtomLayoutMdQ) + tiler_mn_dQ = (self.tile_m // atom_layout_dQ[0], self.tile_hdim // atom_layout_dQ[1]) + tiled_mma_dQ = sm90_utils_basic.make_trivial_tiled_mma( + self.dtype, + self.dtype, + warpgroup.OperandMajorMode.K if not self.dQ_swapAB else warpgroup.OperandMajorMode.MN, + warpgroup.OperandMajorMode.MN if not self.dQ_swapAB else warpgroup.OperandMajorMode.K, + Float32, + atom_layout_mnk=(atom_layout_dQ if not self.dQ_swapAB else atom_layout_dQ[::-1]) + (1,), + tiler_mn=tiler_mn_dQ if not self.dQ_swapAB else tiler_mn_dQ[::-1], + ) + return tiled_mma_SdP, tiled_mma_dK, tiled_mma_dV, tiled_mma_dQ + + def _get_shared_storage_cls(self): + sQ_alignment = sK_alignment = sV_alighment = sdQaccum_alignment = sdO_alignment = 1024 + + sQ_struct, sK_struct, sV_struct, sdO_struct, sdQaccum_struct = [ + cute.struct.Align[cute.struct.MemRange[type, cute.cosize(layout)], alignment] + for (layout, type, alignment) in [ + (self.sQ_layout, self.dtype, sQ_alignment), + (self.sK_layout, self.dtype, sK_alignment), + (self.sV_layout, self.dtype, sV_alighment), + (self.sdO_layout, self.dtype, sdO_alignment), + (self.sdQaccum_layout, Float32, sdQaccum_alignment), + ] + ] + + cosize_sdS = cute.cosize(self.sPdS_layout) + cosize_sP = cute.cosize(self.sPdS_layout) if const_expr(not self.mma_dkv_is_rs) else 0 + sLSE_struct = cute.struct.Align[ + cute.struct.MemRange[Float32, cute.round_up(self.tile_m, 64) * self.Q_stage], 128 + ] + sdPsum_struct = cute.struct.Align[ + cute.struct.MemRange[Float32, cute.round_up(self.tile_m, 64) * self.dO_stage], 128 + ] + + @cute.struct + class SharedStorageQKV: + mbar_ptr_Q: cute.struct.MemRange[cutlass.Int64, self.Q_stage * 2] + mbar_ptr_dO: cute.struct.MemRange[cutlass.Int64, self.dO_stage * 2] + sLSE: sLSE_struct + sdPsum: sdPsum_struct + sQ: sQ_struct + sV: sV_struct + sK: sK_struct + sdO: sdO_struct + sP: cute.struct.Align[cute.struct.MemRange[self.dtype, cosize_sP], 1024] + sdS: cute.struct.Align[cute.struct.MemRange[self.dtype, cosize_sdS], 1024] + sdQaccum: sdQaccum_struct + + return SharedStorageQKV + + @cute.jit + def __call__( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mdO: cute.Tensor, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + mdQaccum: cute.Tensor, + mdK: cute.Tensor, + mdV: cute.Tensor, + softmax_scale: Float32, + stream: cuda.CUstream, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mCuSeqlensK: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + mSeqUsedK: Optional[cute.Tensor] = None, + softcap: Float32 | float | None = None, + window_size_left: Int32 | int | None = None, + window_size_right: Int32 | int | None = None, + mdQ_semaphore: Optional[cute.Tensor] = None, + mdK_semaphore: Optional[cute.Tensor] = None, + mdV_semaphore: Optional[cute.Tensor] = None, + aux_tensors: Optional[list] = None, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + assert mdQ_semaphore is None and mdK_semaphore is None and mdV_semaphore is None, ( + "determinism not supported yet for Sm90" + ) + + self._check_type( + *( + t.element_type if t is not None else None + for t in (mQ, mK, mV, mdO, mLSE, mdPsum, mdQaccum, mdK, mdV) + ) + ) + + # Assume all strides are divisible by 128 bits except the last stride + # Skip cute.assume() for stride=0 (broadcast dims from expand() are Python ints) + new_stride = lambda t: ( + *( + cute.assume(s, divby=128 // t.element_type.width) + if not isinstance(s, int) or s != 0 + else s + for s in t.stride[:-1] + ), + t.stride[-1], + ) + mQ, mK, mV, mdO, mLSE, mdPsum, mdQaccum, mdK, mdV = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + if t is not None + else None + for t in (mQ, mK, mV, mdO, mLSE, mdPsum, mdQaccum, mdK, mdV) + ] + + layout_transpose = [1, 3, 2, 0] # (b, s, n, h) --> (s, h, n, b) + mQ, mK, mV, mdO = [utils.select(t, layout_transpose) for t in (mQ, mK, mV, mdO)] + if const_expr(self.qhead_per_kvhead == 1): + mdK, mdV = [utils.select(t, layout_transpose) for t in (mdK, mdV)] + else: + accum_transpose = [2, 1, 0] # (b, n, s*h) -> (s*h, n, b) + mdK, mdV = [utils.select(t, accum_transpose) for t in (mdK, mdV)] + LSE_dPsum_dQaccum_transpose = [2, 1, 0] # (b, n, s) -> (s, n, b) + mLSE, mdPsum, mdQaccum = [ + utils.select(t, LSE_dPsum_dQaccum_transpose) for t in (mLSE, mdPsum, mdQaccum) + ] + + tiled_mma_SdP, tiled_mma_dK, tiled_mma_dV, tiled_mma_dQ = self._get_tiled_mma() + + self.num_mma_threads = tiled_mma_SdP.size + assert self.num_mma_threads + 128 == self.num_threads + + self.num_threads_per_warp_group = 128 + self.num_producer_threads = 32 + + self.num_mma_regs = 240 + self.num_producer_regs = 24 + # self.num_mma_regs = 232 + # self.num_producer_regs = 40 + + self._setup_attributes() + SharedStorage = self._get_shared_storage_cls() + + self.tma_copy_bytes = { + name: cute.size_in_bytes(mX.element_type, cute.select(layout, mode=[0, 1])) + for name, mX, layout in [ + ("Q", mQ, self.sQ_layout), + ("K", mK, self.sK_layout), + ("V", mV, self.sV_layout), + ("dO", mdO, self.sdO_layout), + ] + } + self.tma_copy_bytes["LSE"] = self.tile_m * Float32.width // 8 + self.tma_copy_bytes["dPsum"] = self.tile_m * Float32.width // 8 + self.tma_copy_bytes["dQ"] = ( + self.tile_m * self.tile_hdim * Float32.width // 8 // self.num_mma_warp_groups + ) + self.tma_copy_bytes["dKacc"] = self.tile_n * self.tile_hdim * Float32.width // 8 + self.tma_copy_bytes["dVacc"] = self.tile_n * self.tile_hdimv * Float32.width // 8 + + tma_atom_Q, tma_tensor_Q = cpasync.make_tiled_tma_atom( + cpasync.CopyBulkTensorTileG2SOp(), + mQ, + cute.select(self.sQ_layout, mode=[0, 1]), + (self.tile_m, self.tile_hdim), + ) + tma_atom_K, tma_tensor_K = cpasync.make_tiled_tma_atom( + cpasync.CopyBulkTensorTileG2SOp(), + mK, + cute.select(self.sK_layout, mode=[0, 1]), + (self.tile_n, self.tile_hdim), + ) + tma_atom_V, tma_tensor_V = cpasync.make_tiled_tma_atom( + cpasync.CopyBulkTensorTileG2SOp(), + mV, + cute.select(self.sV_layout, mode=[0, 1]), + (self.tile_n, self.tile_hdimv), + ) + tma_atom_dO, tma_tensor_dO = cpasync.make_tiled_tma_atom( + cpasync.CopyBulkTensorTileG2SOp(), + mdO, + cute.select(self.sdO_layout, mode=[0, 1]), + (self.tile_m, self.tile_hdimv), + ) + if const_expr(self.qhead_per_kvhead == 1): + tma_atom_dK, tma_tensor_dK = cpasync.make_tiled_tma_atom( + cpasync.CopyBulkTensorTileS2GOp(), + mdK, + cute.select(self.sK_layout, mode=[0, 1]), + (self.tile_n, self.tile_hdim), + ) + tma_atom_dV, tma_tensor_dV = cpasync.make_tiled_tma_atom( + cpasync.CopyBulkTensorTileS2GOp(), + mdV, + cute.select(self.sV_layout, mode=[0, 1]), + (self.tile_n, self.tile_hdimv), + ) + else: + tma_atom_dK = tma_atom_dV = tma_tensor_dK = tma_tensor_dV = None + + TileScheduler = SingleTileScheduler + tile_sched_args = TileSchedulerArguments( + cute.ceil_div(cute.size(mK.shape[0]), self.tile_n), + cute.size(mQ.shape[2]), + cute.size(mQ.shape[3]), + 1, # num_splits + cute.size(mK.shape[0]), + mQ.shape[1], + mV.shape[1], + total_q=cute.size(mQ.shape[0]) * cute.size(mQ.shape[3]), + tile_shape_mn=(self.tile_m, self.tile_n), + mCuSeqlensQ=None, + mSeqUsedQ=None, + qhead_per_kvhead_packgqa=1, + element_size=self.dtype.width // 8, + is_persistent=False, + lpt=False, + ) + + tile_sched_params = TileScheduler.to_underlying_arguments(tile_sched_args) + grid_dim = TileScheduler.get_grid_shape(tile_sched_params) + + LOG2_E = math.log2(math.e) + if const_expr(self.score_mod is None): + softmax_scale_log2 = softmax_scale * LOG2_E + else: + softmax_scale_log2 = LOG2_E + + fastdiv_mods = None + if const_expr(aux_tensors is not None): + seqlen_q = cute.size(mQ.shape[0]) + seqlen_k = cute.size(mK.shape[0]) + seqlen_q_divmod = FastDivmodDivisor(seqlen_q) + seqlen_k_divmod = FastDivmodDivisor(seqlen_k) + fastdiv_mods = (seqlen_q_divmod, seqlen_k_divmod) + + qhead_per_kvhead_divmod = None + if const_expr(self.qhead_per_kvhead > 1): + qhead_per_kvhead_divmod = FastDivmodDivisor(self.qhead_per_kvhead) + + self.use_block_sparsity = cutlass.const_expr(blocksparse_tensors is not None) + + self.kernel( + tma_tensor_Q, + tma_tensor_K, + tma_tensor_V, + tma_tensor_dO, + tma_tensor_dK if const_expr(self.qhead_per_kvhead == 1) else mdK, + tma_tensor_dV if const_expr(self.qhead_per_kvhead == 1) else mdV, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + tma_atom_dO, + tma_atom_dK, + tma_atom_dV, + mLSE, + mdPsum, + mdQaccum, + self.sQ_layout, + self.sK_layout, + self.sV_layout, + self.sPdS_layout, + self.sdO_layout, + self.sdQaccum_layout, + self.sdKVaccum_layout, + self.r2s_tiled_copy_dQaccum, + self.r2s_tiled_copy_dKVaccum, + tiled_mma_SdP, + tiled_mma_dK, + tiled_mma_dV, + tiled_mma_dQ, + softmax_scale_log2, + softmax_scale, + tile_sched_params, + TileScheduler, + SharedStorage, + aux_tensors, + fastdiv_mods, + blocksparse_tensors, + qhead_per_kvhead_divmod, + ).launch( + grid=grid_dim, + block=[self.num_threads, 1, 1], + smem=SharedStorage.size_in_bytes(), + stream=stream, + min_blocks_per_mp=1, + ) + + @cute.kernel + def kernel( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mdO: cute.Tensor, + mdK: cute.Tensor, + mdV: cute.Tensor, + tma_atom_Q: cute.CopyAtom, + tma_atom_K: cute.CopyAtom, + tma_atom_V: cute.CopyAtom, + tma_atom_dO: cute.CopyAtom, + tma_atom_dK: cute.CopyAtom, + tma_atom_dV: cute.CopyAtom, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + mdQaccum: cute.Tensor, + sQ_layout: cute.ComposedLayout, + sK_layout: cute.ComposedLayout, + sV_layout: cute.ComposedLayout, + sPdS_layout: cute.ComposedLayout, + sdO_layout: cute.ComposedLayout, + sdQaccum_layout: cute.Layout, + sdKVaccum_layout: cute.Layout, + r2s_tiled_copy_dQaccum: cute.TiledCopy, + r2s_tiled_copy_dKVaccum: cute.TiledCopy, + tiled_mma_SdP: cute.TiledMma, + tiled_mma_dK: cute.TiledMma, + tiled_mma_dV: cute.TiledMma, + tiled_mma_dQ: cute.TiledMma, + softmax_scale_log2, + softmax_scale, + tile_sched_params: ParamsBase, + TileScheduler: cutlass.Constexpr[Callable], + SharedStorage: cutlass.Constexpr[Callable], + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + blocksparse_tensors: Optional[BlockSparseTensors] = None, + qhead_per_kvhead_divmod: Optional[FastDivmodDivisor] = None, + ): + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx()) + + # prefetch TMA descriptors + if warp_idx == 0: + cpasync.prefetch_descriptor(tma_atom_Q) + cpasync.prefetch_descriptor(tma_atom_K) + cpasync.prefetch_descriptor(tma_atom_V) + cpasync.prefetch_descriptor(tma_atom_dO) + + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(SharedStorage) + + pipeline_producer_group = cutlass.pipeline.CooperativeGroup(cutlass.pipeline.Agent.Thread) + pipeline_consumer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, self.num_mma_threads // cute.arch.WARP_SIZE + ) + pipeline_Q = pipeline.PipelineTmaAsync.create( + barrier_storage=storage.mbar_ptr_Q.data_ptr(), + num_stages=self.Q_stage, + producer_group=pipeline_producer_group, + consumer_group=pipeline_consumer_group, + tx_count=self.tma_copy_bytes["Q"] + self.tma_copy_bytes["LSE"], + defer_sync=True, + ) + pipeline_dO = pipeline.PipelineTmaAsync.create( + barrier_storage=storage.mbar_ptr_dO.data_ptr(), + num_stages=self.dO_stage, + producer_group=pipeline_producer_group, + consumer_group=pipeline_consumer_group, + tx_count=self.tma_copy_bytes["dO"] + self.tma_copy_bytes["dPsum"], + defer_sync=False, + ) + + sQ = storage.sQ.get_tensor(sQ_layout.outer, swizzle=sQ_layout.inner) + sdO = storage.sdO.get_tensor(sdO_layout.outer, swizzle=sdO_layout.inner) + sK = storage.sK.get_tensor(sK_layout.outer, swizzle=sK_layout.inner) + sV = storage.sV.get_tensor(sV_layout.outer, swizzle=sV_layout.inner) + sP = None + if const_expr(not self.mma_dkv_is_rs): + sP = storage.sP.get_tensor(sPdS_layout.outer, swizzle=sPdS_layout.inner) + sdS = storage.sdS.get_tensor(sPdS_layout.outer, swizzle=sPdS_layout.inner) + sLSE = storage.sLSE.get_tensor( + cute.make_layout( + (self.tile_m, self.Q_stage), + stride=(1, cute.round_up(self.tile_m, 64)), + ) + ) + sdPsum = storage.sdPsum.get_tensor( + cute.make_layout( + (self.tile_m, self.dO_stage), + stride=(1, cute.round_up(self.tile_m, 64)), + ) + ) + sdQaccum = storage.sdQaccum.get_tensor(sdQaccum_layout) + + block_info = BlockInfo( + self.tile_m, + self.tile_n, + self.is_causal, + self.is_local, + False, # is_split_kv + None, + None, + qhead_per_kvhead_packgqa=1, + ) + SeqlenInfoCls = partial( + SeqlenInfoQK.create, + seqlen_q_static=mQ.shape[0], + seqlen_k_static=mK.shape[0], + mCuSeqlensQ=None, + mCuSeqlensK=None, + mSeqUsedQ=None, + mSeqUsedK=None, + ) + AttentionMaskCls = partial( + AttentionMask, + self.tile_m, + self.tile_n, + window_size_left=None, + window_size_right=None, + swap_AB=self.SdP_swapAB, + ) + TileSchedulerCls = partial(TileScheduler.create, tile_sched_params) + + if warp_idx < 4: + cute.arch.warpgroup_reg_dealloc(self.num_producer_regs) + if warp_idx == 0: + self.load( + mQ, + mK, + mV, + mdO, + mLSE, + mdPsum, + sQ, + sK, + sV, + sdO, + sLSE, + sdPsum, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + tma_atom_dO, + pipeline_Q, + pipeline_dO, + block_info, + SeqlenInfoCls, + TileSchedulerCls, + blocksparse_tensors, + qhead_per_kvhead_divmod, + ) + if warp_idx == 1: + for warp_group_idx in cutlass.range(self.num_mma_warp_groups): + cute.arch.barrier_arrive( + barrier_id=int(NamedBarrierBwd.dQEmptyWG0) + warp_group_idx, + number_of_threads=self.num_threads_per_warp_group + cute.arch.WARP_SIZE, + ) + self.dQaccum_store( + mdQaccum, + sdQaccum, + block_info, + TileSchedulerCls, + SeqlenInfoCls, + blocksparse_tensors, + ) + else: + cute.arch.warpgroup_reg_alloc(self.num_mma_regs) + tidx, _, _ = cute.arch.thread_idx() + tidx = tidx - 128 + self.mma( + tiled_mma_SdP, + tiled_mma_dK, + tiled_mma_dV, + tiled_mma_dQ, + mdK, + mdV, + mdQaccum, + sQ, + sK, + sV, + sdO, + sP, + sdS, + sLSE, + sdPsum, + sdQaccum, + pipeline_Q, + pipeline_dO, + tidx, + tma_atom_dK, + tma_atom_dV, + r2s_tiled_copy_dQaccum, + r2s_tiled_copy_dKVaccum, + sdKVaccum_layout, + softmax_scale_log2, + softmax_scale, + block_info, + SeqlenInfoCls, + AttentionMaskCls, + TileSchedulerCls, + aux_tensors, + fastdiv_mods, + blocksparse_tensors, + qhead_per_kvhead_divmod, + ) + + @cute.jit + def load( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mdO: cute.Tensor, + mLSE: cute.Tensor, + mdPsum: cute.Tensor, + sQ: cute.Tensor, + sK: cute.Tensor, + sV: cute.Tensor, + sdO: cute.Tensor, + sLSE: cute.Tensor, + sdPsum: cute.Tensor, + tma_atom_Q: cute.CopyAtom, + tma_atom_K: cute.CopyAtom, + tma_atom_V: cute.CopyAtom, + tma_atom_dO: cute.CopyAtom, + pipeline_Q: cutlass.pipeline.PipelineAsync, + pipeline_dO: cutlass.pipeline.PipelineAsync, + block_info: BlockInfo, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + qhead_per_kvhead_divmod: Optional[FastDivmodDivisor] = None, + ): + warp_idx_in_wg = cute.arch.make_warp_uniform(cute.arch.warp_idx()) % 4 + + if warp_idx_in_wg == 0: + producer_state_Q = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Producer, self.Q_stage + ) + producer_state_dO = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Producer, self.dO_stage + ) + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + head_idx_kv = ( + head_idx + if const_expr(self.qhead_per_kvhead == 1) + else head_idx // qhead_per_kvhead_divmod + ) + mK_cur = mK[None, None, head_idx_kv, batch_idx] + gK = cute.local_tile(mK_cur, (self.tile_n, self.tile_hdim), (n_block, 0)) + mV_cur = mV[None, None, head_idx_kv, batch_idx] + gV = cute.local_tile(mV_cur, (self.tile_n, self.tile_hdimv), (n_block, 0)) + + mQ_cur = mQ[None, None, head_idx, batch_idx] + gQ = cute.local_tile(mQ_cur, (self.tile_m, self.tile_hdim), (None, 0)) + mdO_cur = mdO[None, None, head_idx, batch_idx] + gdO = cute.local_tile(mdO_cur, (self.tile_m, self.tile_hdimv), (None, 0)) + mLSE_cur = mLSE[None, head_idx, batch_idx] + gLSE = cute.local_tile(mLSE_cur, (self.tile_m,), (None,)) + mdPsum_cur = mdPsum[None, head_idx, batch_idx] + gdPsum = cute.local_tile(mdPsum_cur, (self.tile_m,), (None,)) + + load_K, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_K, 0, cute.make_layout(1), gK, sK, single_stage=True + ) + load_V, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_V, 0, cute.make_layout(1), gV, sV, single_stage=True + ) + load_Q, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_Q, 0, cute.make_layout(1), gQ, sQ + ) + load_Q = copy_utils.tma_producer_copy_fn(load_Q, pipeline_Q) + load_dO, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_dO, 0, cute.make_layout(1), gdO, sdO + ) + load_dO = copy_utils.tma_producer_copy_fn(load_dO, pipeline_dO) + load_LSE = copy_utils.cpasync_bulk_get_copy_fn(gLSE, sLSE) + load_LSE = copy_utils.tma_producer_copy_fn(load_LSE, pipeline_Q) + load_dPsum = copy_utils.cpasync_bulk_get_copy_fn(gdPsum, sdPsum) + load_dPsum = copy_utils.tma_producer_copy_fn(load_dPsum, pipeline_dO) + + m_block_min, m_block_max = block_info.get_m_block_min_max(seqlen, n_block) + + if const_expr(not self.use_block_sparsity): + total_m_block_cnt = m_block_max - m_block_min + process_tile = const_expr(not self.is_local) or m_block_min < m_block_max + else: + total_m_block_cnt = get_total_q_block_count_bwd( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + process_tile = total_m_block_cnt > Int32(0) + + if process_tile: + if const_expr(not self.use_block_sparsity): + first_m_block = m_block_min + pipeline_Q.producer_acquire( + producer_state_Q, extra_tx_count=self.tma_copy_bytes["K"] + ) + load_K(tma_bar_ptr=pipeline_Q.producer_get_barrier(producer_state_Q)) + load_Q(first_m_block, producer_state=producer_state_Q) + with cute.arch.elect_one(): + load_LSE(first_m_block, producer_state=producer_state_Q) + producer_state_dO_cur = ( + producer_state_dO + if const_expr(self.Q_stage != self.dO_stage) + else producer_state_Q + ) + pipeline_dO.producer_acquire( + producer_state_dO_cur, extra_tx_count=self.tma_copy_bytes["V"] + ) + load_V(tma_bar_ptr=pipeline_dO.producer_get_barrier(producer_state_dO_cur)) + load_dO(first_m_block, producer_state=producer_state_dO_cur) + with cute.arch.elect_one(): + load_dPsum(first_m_block, producer_state=producer_state_dO_cur) + producer_state_Q.advance() + producer_state_dO.advance() + + for m_block in cutlass.range(m_block_min + 1, m_block_max, unroll=1): + pipeline_Q.producer_acquire(producer_state_Q) + load_Q(m_block, producer_state=producer_state_Q) + with cute.arch.elect_one(): + load_LSE(m_block, producer_state=producer_state_Q) + producer_state_dO_cur = ( + producer_state_dO + if const_expr(self.Q_stage != self.dO_stage) + else producer_state_Q + ) + pipeline_dO.producer_acquire(producer_state_dO_cur) + load_dO(m_block, producer_state=producer_state_dO_cur) + with cute.arch.elect_one(): + load_dPsum(m_block, producer_state=producer_state_dO_cur) + producer_state_Q.advance() + producer_state_dO.advance() + else: + producer_state_Q, producer_state_dO = produce_block_sparse_q_loads_bwd_sm90( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + producer_state_Q, + producer_state_dO, + pipeline_Q, + pipeline_dO, + load_K, + load_V, + load_Q, + load_dO, + load_LSE, + load_dPsum, + self.tma_copy_bytes["K"], + self.tma_copy_bytes["V"], + Q_stage_eq_dO_stage=(self.Q_stage == self.dO_stage), + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + + tile_scheduler.prefetch_next_work() + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + @cute.jit + def apply_score_mod( + self, + acc_S: cute.Tensor, + thr_mma_SdP: cute.core.ThrMma, + batch_idx, + head_idx, + m_block, + n_block, + softmax_scale, + seqlen_info: SeqlenInfoQK, + aux_tensors=None, + fastdiv_mods=(None, None), + ): + # [NOTE] SdP_swapAB: swapAB transposes the tile, so use (n, m) indexing + cS = cute.make_identity_tensor( + (self.tile_n, self.tile_m) if self.SdP_swapAB else (self.tile_m, self.tile_n) + ) + cS = cute.domain_offset( + (n_block * self.tile_n, m_block * self.tile_m) + if self.SdP_swapAB + else (m_block * self.tile_m, n_block * self.tile_n), + cS, + ) + tScS = thr_mma_SdP.partition_C(cS) + + apply_score_mod_inner( + acc_S, + tScS, + self.score_mod, + batch_idx, + head_idx, + softmax_scale, + self.vec_size, + self.qk_acc_dtype, + aux_tensors, + fastdiv_mods, + seqlen_info, + constant_q_idx=None, + qhead_per_kvhead=self.qhead_per_kvhead, + transpose_indices=self.SdP_swapAB, + ) + + @cute.jit + def apply_score_mod_bwd( + self, + grad_tensor: cute.Tensor, + score_tensor: cute.Tensor, + thr_mma_SdP: cute.core.ThrMma, + batch_idx, + head_idx, + m_block, + n_block, + softmax_scale, + seqlen_info: SeqlenInfoQK, + aux_tensors=None, + fastdiv_mods=(None, None), + ): + cS = cute.make_identity_tensor( + (self.tile_n, self.tile_m) if self.SdP_swapAB else (self.tile_m, self.tile_n) + ) + cS = cute.domain_offset( + (n_block * self.tile_n, m_block * self.tile_m) + if self.SdP_swapAB + else (m_block * self.tile_m, n_block * self.tile_n), + cS, + ) + tScS = thr_mma_SdP.partition_C(cS) + + apply_score_mod_bwd_inner( + grad_tensor, + score_tensor, + tScS, + self.score_mod_bwd, + batch_idx, + head_idx, + softmax_scale, + self.vec_size, + self.qk_acc_dtype, + aux_tensors, + fastdiv_mods, + seqlen_info, + constant_q_idx=None, + qhead_per_kvhead=self.qhead_per_kvhead, + transpose_indices=self.SdP_swapAB, + ) + + @cute.jit + def mma( + self, + tiled_mma_SdP: cute.TiledMma, + tiled_mma_dK: cute.TiledMma, + tiled_mma_dV: cute.TiledMma, + tiled_mma_dQ: cute.TiledMma, + mdK: cute.Tensor, + mdV: cute.Tensor, + mdQaccum: cute.Tensor, + sQ: cute.Tensor, + sK: cute.Tensor, + sV: cute.Tensor, + sdO: cute.Tensor, + sP: Optional[cute.Tensor], + sdS: cute.Tensor, + sLSE: cute.Tensor, + sdPsum: cute.Tensor, + sdQaccum: cute.Tensor, + pipeline_Q: cutlass.pipeline.PipelineAsync, + pipeline_dO: cutlass.pipeline.PipelineAsync, + tidx: Int32, + tma_atom_dK: cute.CopyAtom, + tma_atom_dV: cute.CopyAtom, + r2s_tiled_copy_dQaccum: cute.TiledCopy, + r2s_tiled_copy_dKVaccum: cute.TiledCopy, + sdKVaccum_layout: cute.Layout, + softmax_scale_log2: Float32, + softmax_scale: Float32, + block_info: BlockInfo, + SeqlenInfoCls: Callable, + AttentionMaskCls: Callable, + TileSchedulerCls: Callable, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + blocksparse_tensors: Optional[BlockSparseTensors] = None, + qhead_per_kvhead_divmod: Optional[FastDivmodDivisor] = None, + ): + warp_group_idx = cute.arch.make_warp_uniform(tidx // self.num_threads_per_warp_group) + warp_group_thread_layout = cute.make_layout( + self.num_mma_warp_groups, stride=self.num_threads_per_warp_group + ) + thr_mma_SdP = tiled_mma_SdP.get_slice(tidx) + wg_mma_SdP = tiled_mma_SdP.get_slice(warp_group_thread_layout(warp_group_idx)) + wg_mma_dK = tiled_mma_dK.get_slice(warp_group_thread_layout(warp_group_idx)) + wg_mma_dV = tiled_mma_dV.get_slice(warp_group_thread_layout(warp_group_idx)) + wg_mma_dQ = tiled_mma_dQ.get_slice(warp_group_thread_layout(warp_group_idx)) + # S = Q @ K.T + tSrQ, tSrK = mma_partition_fragment_AB(wg_mma_SdP, sQ, sK, self.SdP_swapAB) + # dP = dO @ V.T + tdPrdO, tdPrV = mma_partition_fragment_AB(wg_mma_SdP, sdO, sV, self.SdP_swapAB) + # dV += P.T @ dO + sPt = utils.transpose_view(sP) if sP is not None else None + sdOt = utils.transpose_view(sdO) + tdVrPt, tdVrdOt = mma_partition_fragment_AB(wg_mma_dV, sPt, sdOt, self.dKV_swapAB) + # dK += dS.T @ Q + sdSt = utils.transpose_view(sdS) + sQt = utils.transpose_view(sQ) + tdKrdSt, tdKrQt = mma_partition_fragment_AB(wg_mma_dK, sdSt, sQt, self.dKV_swapAB) + # dQ = dS @ K + sKt = utils.transpose_view(sK) + tdQrdS, tdQrKt = mma_partition_fragment_AB(wg_mma_dQ, sdS, sKt, self.dQ_swapAB) + + # Smem copy atom tiling + smem_copy_atom_PdS = utils.get_smem_store_atom( + self.arch, self.dtype, transpose=self.SdP_swapAB + ) + smem_thr_copy_PdS = cute.make_tiled_copy_C(smem_copy_atom_PdS, tiled_mma_SdP).get_slice( + tidx + ) + tPsP = None + if const_expr(sP is not None): + tPsP = smem_thr_copy_PdS.partition_D(sP if const_expr(not self.SdP_swapAB) else sPt) + tdSsdS = smem_thr_copy_PdS.partition_D(sdS if const_expr(not self.SdP_swapAB) else sdSt) + + sLSE_mma = cute.make_tensor( + sLSE.iterator, + cute.make_layout( + (self.tile_m, self.tile_n, self.Q_stage), + stride=(1, 0, cute.round_up(self.tile_m, 64)), + ), + ) + sdPsum_mma = cute.make_tensor( + sdPsum.iterator, + cute.make_layout( + (self.tile_m, self.tile_n, self.dO_stage), + stride=(1, 0, cute.round_up(self.tile_m, 64)), + ), + ) + if const_expr(self.SdP_swapAB): + sLSE_mma = utils.transpose_view(sLSE_mma) + sdPsum_mma = utils.transpose_view(sdPsum_mma) + LSEslice = (None, 0, None) if const_expr(not self.SdP_swapAB) else (0, None, None) + tLSEsLSE = utils.make_acc_tensor_mn_view(thr_mma_SdP.partition_C(sLSE_mma))[LSEslice] + tLSEsdPsum = utils.make_acc_tensor_mn_view(thr_mma_SdP.partition_C(sdPsum_mma))[LSEslice] + + smem_thr_copy_dQaccum = r2s_tiled_copy_dQaccum.get_slice(tidx) + tdQsdQaccum = smem_thr_copy_dQaccum.partition_D(sdQaccum) + + dV_shape = (self.tile_n, self.tile_hdimv) + acc_dV = cute.make_fragment( + tiled_mma_dV.partition_shape_C(dV_shape if not self.dKV_swapAB else dV_shape[::-1]), + Float32, + ) + dK_shape = (self.tile_n, self.tile_hdim) + acc_dK = cute.make_fragment( + tiled_mma_dK.partition_shape_C(dK_shape if not self.dKV_swapAB else dK_shape[::-1]), + Float32, + ) + + mma_qk_fn = partial( + gemm_zero_init, + tiled_mma_SdP, + (self.tile_m, self.tile_n), + tSrQ, + tSrK, + swap_AB=self.SdP_swapAB, + ) + mma_dov_fn = partial( + gemm_zero_init, + tiled_mma_SdP, + (self.tile_m, self.tile_n), + tdPrdO, + tdPrV, + swap_AB=self.SdP_swapAB, + ) + if const_expr(not self.mma_dkv_is_rs): + mma_pdo_fn = partial( + gemm_w_idx, tiled_mma_dV, acc_dV, tdVrPt, tdVrdOt, swap_AB=self.dKV_swapAB + ) + mma_dsq_fn = partial( + gemm_w_idx, tiled_mma_dK, acc_dK, tdKrdSt, tdKrQt, swap_AB=self.dKV_swapAB + ) + else: + assert not self.dKV_swapAB + mma_pdo_fn = partial(gemm_w_idx, tiled_mma_dV, acc_dV, tCrB=tdVrdOt) + mma_dsq_fn = partial(gemm_w_idx, tiled_mma_dK, acc_dK, tCrB=tdKrQt) + mma_dsk_fn = partial( + gemm_zero_init, + tiled_mma_dQ, + (self.tile_m, self.tile_hdim), + tdQrdS, + tdQrKt, + swap_AB=self.dQ_swapAB, + ) + + mma_one_m_block_all = partial( + self.mma_one_m_block, + warp_group_idx=warp_group_idx, + mma_qk_fn=mma_qk_fn, + mma_dov_fn=mma_dov_fn, + mma_pdo_fn=mma_pdo_fn, + mma_dsq_fn=mma_dsq_fn, + mma_dsk_fn=mma_dsk_fn, + pipeline_Q=pipeline_Q, + pipeline_dO=pipeline_dO, + tLSEsLSE=tLSEsLSE, + tLSEsdPsum=tLSEsdPsum, + tPsP=tPsP, + tdSsdS=tdSsdS, + tdQsdQaccum=tdQsdQaccum, + smem_thr_copy_PdS=smem_thr_copy_PdS, + smem_thr_copy_dQaccum=smem_thr_copy_dQaccum, + softmax_scale_log2=softmax_scale_log2, + # acc_dV=acc_dV, + # acc_dK=acc_dK, + ) + + consumer_state_Q = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, self.Q_stage + ) + consumer_state_dO = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, self.dO_stage + ) + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + mask = AttentionMaskCls(seqlen) + m_block_min, m_block_max = block_info.get_m_block_min_max(seqlen, n_block) + + if const_expr(not self.use_block_sparsity): + process_tile = const_expr(not self.is_local) or m_block_min < m_block_max + else: + total_m_block_cnt = get_total_q_block_count_bwd( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + process_tile = total_m_block_cnt > Int32(0) + + if process_tile: + if const_expr(not self.use_block_sparsity): + mask_fn = partial( + mask.apply_mask, + batch_idx=batch_idx, + head_idx=head_idx, + n_block=n_block, + thr_mma=thr_mma_SdP, + mask_seqlen=True, + mask_causal=self.is_causal, + mask_local=self.is_local, + mask_mod=self.mask_mod, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + dKV_accumulate = False + for m_block in cutlass.range(m_block_min, m_block_max, unroll=1): + consumer_state_Q, consumer_state_dO = mma_one_m_block_all( + m_block, + consumer_state_Q, + consumer_state_dO, + mask_fn=mask_fn, + dKV_accumulate=dKV_accumulate, + thr_mma_SdP=thr_mma_SdP, + batch_idx=batch_idx, + head_idx=head_idx, + n_block=n_block, + softmax_scale=softmax_scale, + seqlen=seqlen, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + dKV_accumulate = True + else: + consumer_state_Q, consumer_state_dO = consume_block_sparse_mma_bwd_sm90( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + consumer_state_Q, + consumer_state_dO, + mma_one_m_block_all, + mask, + self.mask_mod, + is_causal=self.is_causal, + is_local=self.is_local, + thr_mma_SdP=thr_mma_SdP, + softmax_scale=softmax_scale, + seqlen=seqlen, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + + if const_expr(self.qhead_per_kvhead == 1): + acc_dK.store(acc_dK.load() * softmax_scale) + self.epilogue_dKV( + acc_dV, + mdV, + sV, + acc_dK, + mdK, + sK, + seqlen, + tma_atom_dK, + tma_atom_dV, + tiled_mma_dK, + tiled_mma_dV, + r2s_tiled_copy_dKVaccum, + sdKVaccum_layout, + tidx, + n_block, + head_idx, + batch_idx, + qhead_per_kvhead_divmod, + ) + else: + # Block sparsity: KV tile with zero Q blocks produces no dK/dV; write zeros. + if const_expr(self.use_block_sparsity): + acc_dK.fill(0.0) + acc_dV.fill(0.0) + self.epilogue_dKV( + acc_dV, + mdV, + sV, + acc_dK, + mdK, + sK, + seqlen, + tma_atom_dK, + tma_atom_dV, + tiled_mma_dK, + tiled_mma_dV, + r2s_tiled_copy_dKVaccum, + sdKVaccum_layout, + tidx, + n_block, + head_idx, + batch_idx, + qhead_per_kvhead_divmod, + ) + + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + @cute.jit + def mma_one_m_block( + self, + m_block: Int32, + consumer_state_Q: cutlass.pipeline.PipelineState | pipeline.PipelineStateSimple, + consumer_state_dO: cutlass.pipeline.PipelineState | pipeline.PipelineStateSimple, + warp_group_idx: Int32, + mma_qk_fn: Callable, + mma_dov_fn: Callable, + mma_pdo_fn: Callable, + mma_dsq_fn: Callable, + mma_dsk_fn: Callable, + pipeline_Q: cutlass.pipeline.PipelineAsync, + pipeline_dO: cutlass.pipeline.PipelineAsync, + tLSEsLSE: cute.Tensor, + tLSEsdPsum: cute.Tensor, + tPsP: Optional[cute.Tensor], + tdSsdS: Optional[cute.Tensor], + tdQsdQaccum: cute.Tensor, + smem_thr_copy_PdS: cute.TiledCopy, + smem_thr_copy_dQaccum: cute.TiledCopy, + softmax_scale_log2: Float32, + mask_fn: Optional[Callable] = None, + dKV_accumulate: Boolean = True, + thr_mma_SdP: Optional[cute.core.ThrMma] = None, + batch_idx: Int32 = 0, + head_idx: Int32 = 0, + n_block: Int32 = 0, + softmax_scale: Float32 = 1.0, + seqlen: Optional[SeqlenInfoQK] = None, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + ): + consumer_state_dO_cur = ( + consumer_state_dO if const_expr(self.Q_stage == self.dO_stage) else consumer_state_Q + ) + smem_idx_Q = consumer_state_Q.index + smem_idx_dO = consumer_state_dO_cur.index if const_expr(self.dO_stage > 1) else 0 + smem_idx_PdS = smem_idx_Q if const_expr(self.PdS_stage > 1) else 0 + # (1) [GEMM 1] S = Q @ K^T + pipeline_Q.consumer_wait(consumer_state_Q, pipeline_Q.consumer_try_wait(consumer_state_Q)) + acc_S = mma_qk_fn(A_idx=smem_idx_Q, wg_wait=-1) + tLSErLSE = copy_utils.load_s2r(tLSEsLSE[None, smem_idx_Q]) + # (2) [GEMM 2] dP = dO @ V.T + pipeline_dO.consumer_wait( + consumer_state_dO_cur, pipeline_dO.consumer_try_wait(consumer_state_dO_cur) + ) + acc_dP = mma_dov_fn(A_idx=smem_idx_Q, wg_wait=1) + + if const_expr(self.score_mod_bwd is not None): + acc_S_pre = cute.make_fragment_like(acc_S) + cute.autovec_copy(acc_S, acc_S_pre) + + if const_expr(self.score_mod is not None): + self.apply_score_mod( + acc_S, + thr_mma_SdP, + batch_idx, + head_idx, + m_block, + n_block, + softmax_scale, + seqlen, + aux_tensors, + fastdiv_mods, + ) + + # (3) [Pointwise 1] P = exp(S - LSE) + if cutlass.const_expr(mask_fn is not None): + mask_fn(acc_S, m_block=m_block) + acc_S_mn = utils.make_acc_tensor_mn_view(acc_S, transpose=self.SdP_swapAB) + for r in cutlass.range_constexpr(cute.size(acc_S_mn, mode=[0])): + for c in cutlass.range(cute.size(acc_S_mn, mode=[1]), unroll_full=True): + acc_S_mn[r, c] = cute.math.exp2( + acc_S_mn[r, c] * softmax_scale_log2 - tLSErLSE[r], fastmath=True + ) + tLSErdPsum = copy_utils.load_s2r(tLSEsdPsum[None, smem_idx_dO]) + + # Convert P from f32 -> f16 + tdVrP = utils.cvt_f16(utils.make_acc_tensor_frgA_view(acc_S), self.dtype) + # R2S for P + if const_expr(not self.mma_dkv_is_rs): + # sync to ensure P has already been used in the previous iteration before overwriting + if const_expr(self.PdS_stage == 1): + cute.arch.barrier( + barrier_id=int(NamedBarrierBwd.PdS), number_of_threads=self.num_mma_threads + ) + tPrP = smem_thr_copy_PdS.retile(tdVrP) + cute.copy(smem_thr_copy_PdS, tPrP, tPsP[None, None, None, smem_idx_PdS]) + + # (4) [Pointwise 2] dS = P*(dP-dPsum) + warpgroup.wait_group(0) + acc_dP_mn = utils.make_acc_tensor_mn_view(acc_dP, transpose=self.SdP_swapAB) + for r in cutlass.range_constexpr(cute.size(acc_dP_mn, mode=[0])): + for c in cutlass.range(cute.size(acc_dP_mn, mode=[1]), unroll_full=True): + acc_dP_mn[r, c] = acc_S_mn[r, c] * (acc_dP_mn[r, c] - tLSErdPsum[r]) + + if const_expr(self.score_mod_bwd is not None): + self.apply_score_mod_bwd( + acc_dP, + acc_S_pre, + thr_mma_SdP, + batch_idx, + head_idx, + m_block, + n_block, + softmax_scale, + seqlen, + aux_tensors, + fastdiv_mods, + ) + + # Convert dS from f32 -> f16 + tdKrdS = utils.cvt_f16(utils.make_acc_tensor_frgA_view(acc_dP), self.dtype) + + # If there's double buffering on dS, we don't need to sync here. + # Otherwise we might have WG1 writing to dS before WG2 is done reading from it during MmadQ. + # But because both WGs have to sync at the end of the loop and double buffering, + # this race condition is not possible. + # This sync is to ensure (1) P is written in case of !mma_dkv_is_rs and + # (2) dS is already read by the Mma in the previous iteration in case of mma_dkv_is_rs. + if const_expr(not self.mma_dkv_is_rs or (self.PdS_stage == 1 and self.mma_dkv_is_rs)): + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier( + barrier_id=int(NamedBarrierBwd.PdS), number_of_threads=self.num_mma_threads + ) + + # R2S for dS + tdSrdS = smem_thr_copy_PdS.retile(tdKrdS) + cute.copy(smem_thr_copy_PdS, tdSrdS, tdSsdS[None, None, None, smem_idx_PdS]) + + # (5) [GEMM 3] dV += P.T @ dO + if const_expr(not self.mma_dkv_is_rs): + mma_pdo_fn( + A_idx=smem_idx_PdS, B_idx=smem_idx_dO, zero_init=not dKV_accumulate, wg_wait=-1 + ) + else: + mma_pdo_fn(tCrA=tdVrP, B_idx=smem_idx_dO, zero_init=not dKV_accumulate, wg_wait=-1) + + # smem fence to make sure sdS is written before it's read by WGMMA + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier( + barrier_id=int(NamedBarrierBwd.PdS), number_of_threads=self.num_mma_threads + ) + # (6) [GEMM 4] dQ = dS @ K + acc_dQ = mma_dsk_fn(A_idx=smem_idx_PdS, wg_wait=1) + # if cute.arch.thread_idx()[0] == 128: cute.print_tensor(acc_dV) + pipeline_dO.consumer_release(consumer_state_dO_cur) # release dO as dV mma is done + + # (7) [GEMM 5] dK += dS.T @ Q + if const_expr(not self.mma_dkv_is_rs): + mma_dsq_fn( + A_idx=smem_idx_PdS, B_idx=smem_idx_Q, zero_init=not dKV_accumulate, wg_wait=1 + ) + else: + mma_dsq_fn(tCrA=tdKrdS, B_idx=smem_idx_Q, zero_init=not dKV_accumulate, wg_wait=1) + # if cute.arch.thread_idx()[0] == 128: cute.print_tensor(acc_dQ) + + cute.arch.barrier( + barrier_id=int(NamedBarrierBwd.dQEmptyWG0) + warp_group_idx, + number_of_threads=self.num_threads_per_warp_group + cute.arch.WARP_SIZE, + ) + tdQrdQaccum_flat = cute.make_tensor(acc_dQ.iterator, cute.make_layout(tdQsdQaccum.shape)) + cute.autovec_copy(tdQrdQaccum_flat, tdQsdQaccum) + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier_arrive( + barrier_id=int(NamedBarrierBwd.dQFullWG0) + warp_group_idx, + number_of_threads=self.num_threads_per_warp_group + cute.arch.WARP_SIZE, + ) + + warpgroup.wait_group(0) + # if cute.arch.thread_idx()[0] == 128: cute.print_tensor(acc_dK) + pipeline_Q.consumer_release(consumer_state_Q) + # if cute.arch.thread_idx()[0] % 32 == 0: cute.printf("tidx = {}, m_block = {}, after pipeline_Q consumer release", cute.arch.thread_idx()[0], m_block) + + consumer_state_Q.advance() + consumer_state_dO.advance() + return consumer_state_Q, consumer_state_dO + + @cute.jit + def epilogue_dKV( + self, + acc_dV: cute.Tensor, + mdV: cute.Tensor, + sV: cute.Tensor, + acc_dK: cute.Tensor, + mdK: cute.Tensor, + sK: cute.Tensor, + seqlen: SeqlenInfoQK, + tma_atom_dK: cute.CopyAtom, + tma_atom_dV: cute.CopyAtom, + tiled_mma_dK: cute.TiledMma, + tiled_mma_dV: cute.TiledMma, + r2s_tiled_copy_dKVaccum: cute.TiledCopy, + sdKVaccum_layout: cute.Layout, + tidx: Int32, + n_block: Int32, + head_idx: Int32, + batch_idx: Int32, + qhead_per_kvhead_divmod: Optional[FastDivmodDivisor] = None, + ): + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx()) + + if const_expr(self.qhead_per_kvhead == 1): + rdV = cute.make_fragment_like(acc_dV, self.dtype) + rdV.store(acc_dV.load().to(self.dtype)) + rdK = utils.cvt_f16(acc_dK, self.dtype) + + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_mma_threads + ) + + smem_copy_atom_dKV = cute.make_copy_atom( + cute.nvgpu.warp.StMatrix8x8x16bOp(transpose=self.dKV_swapAB, num_matrices=4), + self.dtype, + ) + smem_thr_copy_dK = cute.make_tiled_copy_C(smem_copy_atom_dKV, tiled_mma_dK).get_slice( + tidx + ) + smem_thr_copy_dV = cute.make_tiled_copy_C(smem_copy_atom_dKV, tiled_mma_dV).get_slice( + tidx + ) + mdV_cur = mdV[None, None, head_idx, batch_idx] + mdK_cur = mdK[None, None, head_idx, batch_idx] + gdK = cute.local_tile(mdK_cur, (self.tile_n, self.tile_hdim), (n_block, 0)) + gdV = cute.local_tile(mdV_cur, (self.tile_n, self.tile_hdimv), (n_block, 0)) + store_dK, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_dK, 0, cute.make_layout(1), sK, gdK, single_stage=True + ) + store_dV, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_dV, 0, cute.make_layout(1), sV, gdV, single_stage=True + ) + + taccdVrdV = smem_thr_copy_dV.retile(rdV) + sdV = sV if const_expr(not self.dKV_swapAB) else utils.transpose_view(sV) + taccdVsdV = smem_thr_copy_dV.partition_D(sdV) + cute.copy(smem_copy_atom_dKV, taccdVrdV, taccdVsdV) + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_mma_threads + ) + if warp_idx == 4: + store_dV() + taccdKrdK = smem_thr_copy_dK.retile(rdK) + sdK = sK if const_expr(not self.dKV_swapAB) else utils.transpose_view(sK) + taccdKsdK = smem_thr_copy_dK.partition_D(sdK) + cute.copy(smem_copy_atom_dKV, taccdKrdK, taccdKsdK) + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_mma_threads + ) + if warp_idx == 4: + store_dK() + cute.arch.cp_async_bulk_commit_group() + cute.arch.cp_async_bulk_wait_group(0, read=True) + else: + head_idx_kv = head_idx // qhead_per_kvhead_divmod + + mdKaccum_cur = mdK[None, head_idx_kv, batch_idx] + gdKaccum_ = cute.local_tile(mdKaccum_cur, (self.tile_n * self.tile_hdim,), (n_block,)) + gdKaccum = cute.flat_divide( + gdKaccum_, (self.tile_n * self.tile_hdim // self.num_mma_warp_groups,) + ) + + mdVaccum_cur = mdV[None, head_idx_kv, batch_idx] + gdVaccum_ = cute.local_tile(mdVaccum_cur, (self.tile_n * self.tile_hdimv,), (n_block,)) + gdVaccum = cute.flat_divide( + gdVaccum_, (self.tile_n * self.tile_hdimv // self.num_mma_warp_groups,) + ) + + sdKVaccum = cute.make_tensor( + cute.recast_ptr(sV.iterator, dtype=Float32), + sdKVaccum_layout, + ) + + smem_thr_copy_dKVaccum = r2s_tiled_copy_dKVaccum.get_slice(tidx) + tdKsdKVaccum = smem_thr_copy_dKVaccum.partition_D(sdKVaccum) + + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_mma_threads + ) + + tdKrdKaccum_flat = cute.make_tensor( + acc_dK.iterator, cute.make_layout(tdKsdKVaccum.shape) + ) + cute.autovec_copy(tdKrdKaccum_flat, tdKsdKVaccum) + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_mma_threads + ) + + if warp_idx == 4: + with cute.arch.elect_one(): + for wg_idx in cutlass.range_constexpr(self.num_mma_warp_groups): + copy_utils.cpasync_reduce_bulk_add_f32( + sdKVaccum[None, wg_idx].iterator, + gdKaccum[None, wg_idx].iterator, + self.tma_copy_bytes["dKacc"] // self.num_mma_warp_groups, + ) + cute.arch.cp_async_bulk_commit_group() + cute.arch.cp_async_bulk_wait_group(0, read=True) + + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_mma_threads + ) + + tdVrdVaccum_flat = cute.make_tensor( + acc_dV.iterator, cute.make_layout(tdKsdKVaccum.shape) + ) + cute.autovec_copy(tdVrdVaccum_flat, tdKsdKVaccum) + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_mma_threads + ) + + if warp_idx == 4: + with cute.arch.elect_one(): + for wg_idx in cutlass.range_constexpr(self.num_mma_warp_groups): + copy_utils.cpasync_reduce_bulk_add_f32( + sdKVaccum[None, wg_idx].iterator, + gdVaccum[None, wg_idx].iterator, + self.tma_copy_bytes["dVacc"] // self.num_mma_warp_groups, + ) + cute.arch.cp_async_bulk_commit_group() + cute.arch.cp_async_bulk_wait_group(0, read=True) + + @cute.jit + def dQaccum_store( + self, + mdQaccum: cute.Tensor, + sdQaccum: cute.Tensor, + block_info: BlockInfo, + TileSchedulerCls: cutlass.Constexpr[Callable], + SeqlenInfoCls: cutlass.Constexpr[Callable], + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + n_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + mdQaccum_cur = mdQaccum[None, head_idx, batch_idx] + gdQaccum_ = cute.local_tile(mdQaccum_cur, (self.tile_m * self.tile_hdim,), (None,)) + # (M * K / WG, WG, _) + gdQaccum = cute.flat_divide( + gdQaccum_, (self.tile_m * self.tile_hdim // self.num_mma_warp_groups,) + ) + m_block_min, m_block_max = block_info.get_m_block_min_max(seqlen, n_block) + if const_expr(not self.use_block_sparsity): + process_tile = const_expr(not self.is_local) or m_block_min < m_block_max + loop_count = m_block_max - m_block_min + else: + total_block_cnt = get_total_q_block_count_bwd( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + ) + process_tile = total_block_cnt > Int32(0) + + if process_tile: + if const_expr(not self.use_block_sparsity): + for iter_idx in cutlass.range(loop_count, unroll=1): + m_block = m_block_min + iter_idx + m_block_safe = m_block + + for warp_group_idx in cutlass.range_constexpr(self.num_mma_warp_groups): + cute.arch.barrier( + barrier_id=int(NamedBarrierBwd.dQFullWG0) + warp_group_idx, + number_of_threads=self.num_threads_per_warp_group + + cute.arch.WARP_SIZE, + ) + with cute.arch.elect_one(): + copy_utils.cpasync_reduce_bulk_add_f32( + sdQaccum[None, warp_group_idx].iterator, + gdQaccum[None, warp_group_idx, m_block_safe].iterator, + self.tma_copy_bytes["dQ"], + ) + cute.arch.cp_async_bulk_commit_group() + for warp_group_idx in cutlass.range_constexpr(self.num_mma_warp_groups): + cute.arch.cp_async_bulk_wait_group( + self.num_mma_warp_groups - 1 - warp_group_idx, read=True + ) + cute.arch.barrier_arrive( + barrier_id=int(NamedBarrierBwd.dQEmptyWG0) + warp_group_idx, + number_of_threads=self.num_threads_per_warp_group + + cute.arch.WARP_SIZE, + ) + else: + dQaccum_store_block_sparse_bwd_sm90( + blocksparse_tensors, + batch_idx, + head_idx, + n_block, + sdQaccum, + gdQaccum, + subtile_factor=self.subtile_factor, + m_block_max=m_block_max, + num_mma_warp_groups=self.num_mma_warp_groups, + num_threads_per_warp_group=self.num_threads_per_warp_group, + tma_copy_bytes_dQ=self.tma_copy_bytes["dQ"], + ) + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() diff --git a/kernel/deps/flash_attn/cute/flash_fwd.py b/kernel/deps/flash_attn/cute/flash_fwd.py new file mode 100644 index 0000000000000000000000000000000000000000..34dbdbd6327991feb905a5a5afaa9a97e50ae85c --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_fwd.py @@ -0,0 +1,2488 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. +# A reimplementation of +# https://github.com/Dao-AILab/flash-attention/blob/main/hopper/flash_fwd_kernel_sm80.h +# and https://github.com/Dao-AILab/flash-attention/blob/main/hopper/flash_fwd_kernel_sm90.h +# from Cutlass C++ to Cute-DSL. +# Built on Cute-DSL example: https://github.com/NVIDIA/cutlass/blob/main/examples/python/CuTeDSL/ampere/flash_attention_v2.py + +import math +from types import SimpleNamespace +from typing import Type, Callable, Optional, List +from functools import partial + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +from cutlass import Constexpr, Float32, Int32, const_expr, Boolean +from cutlass.cute.nvgpu import cpasync, warp, warpgroup +from cutlass.cute.arch import ProxyKind, SharedSpace +import cutlass.utils as utils_basic +from cutlass.utils import LayoutEnum +import cutlass.utils.hopper_helpers as sm90_utils_basic + +from quack import copy_utils as quack_copy_utils + +from flash_attn.cute import ampere_helpers as sm80_utils +from flash_attn.cute import hopper_helpers as sm90_utils +from flash_attn.cute import utils +from flash_attn.cute import copy_utils +from flash_attn.cute.mask import AttentionMask +from flash_attn.cute.softmax import Softmax, apply_score_mod_inner +from flash_attn.cute.seqlen_info import SeqlenInfoQK +from flash_attn.cute.block_info import BlockInfo +from flash_attn.cute.block_sparsity import BlockSparseTensors +from flash_attn.cute.block_sparse_utils import ( + produce_block_sparse_loads, + consume_block_sparse_loads, +) +from flash_attn.cute import pipeline +from flash_attn.cute.pack_gqa import PackGQA +from flash_attn.cute.named_barrier import NamedBarrierFwd +from flash_attn.cute.tile_scheduler import ( + TileSchedulerArguments, + SingleTileScheduler, + SingleTileLPTScheduler, + SingleTileVarlenScheduler, + ParamsBase, +) +from cutlass.cute import FastDivmodDivisor + + +class FlashAttentionForwardBase: + arch: int = 80 + + def __init__( + self, + dtype: Type[cutlass.Numeric], + head_dim: int, + head_dim_v: Optional[int] = None, + qhead_per_kvhead: int = 1, + is_causal: bool = False, + is_local: bool = False, + pack_gqa: bool = True, + tile_m: int = 128, + tile_n: int = 128, + num_stages: int = 1, + num_threads: int = 128, + Q_in_regs: bool = False, + score_mod: Optional[cutlass.Constexpr] = None, + mask_mod: Optional[cutlass.Constexpr] = None, + has_aux_tensors: bool = False, + q_subtile_factor: int | None = None, + ): + """Initializes the configuration for a flash attention kernel. + + All contiguous dimensions must be at least 16 bytes aligned, which means that the head dimension + should be a multiple of 8. + + :param head_dim: head dimension + :type head_dim: int + :param tile_m: m block size + :type tile_m: int + :param tile_n: n block size + :type tile_n: int + :param num_threads: number of threads + :type num_threads: int + :param is_causal: is causal + :param score_mod: A callable that takes the attention scores and applies a modification. + Callable signature: ``score_mod(scores, batch_idx, head_idx, q_idx, kv_idx, aux_tensors) -> Any`` + :param mask_mod: A callable that takes the attention scores and returns a boolean representing whether that score should be masked. + Callable signature: ``mask_mod(batch_idx, head_idx, q_idx, kv_idx, aux_tensors) -> Boolean`` + """ + self.dtype = dtype + # padding head_dim to a multiple of 16 as k_block_size + hdim_multiple_of = 16 + self.tile_hdim = int(math.ceil(head_dim / hdim_multiple_of) * hdim_multiple_of) + head_dim_v = head_dim_v if head_dim_v is not None else head_dim + self.same_hdim_kv = head_dim == head_dim_v + self.tile_hdimv = int(math.ceil(head_dim_v / hdim_multiple_of) * hdim_multiple_of) + # Can save registers (and hence be faster) if we don't have to check hdim predication + self.check_hdim_oob = head_dim != self.tile_hdim + self.check_hdim_v_oob = head_dim_v != self.tile_hdimv + self.qhead_per_kvhead = qhead_per_kvhead + self.is_causal = is_causal + self.is_local = is_local + self.pack_gqa = pack_gqa + self.tile_m = tile_m + self.tile_n = tile_n + self.num_threads = num_threads + self.num_stages = num_stages + self.q_subtile_factor = q_subtile_factor + self.Q_in_regs = Q_in_regs + self.score_mod = score_mod + self.mask_mod = mask_mod + self.qk_acc_dtype = Float32 + if const_expr(has_aux_tensors): + self.vec_size: cutlass.Constexpr = 1 + else: + self.vec_size: cutlass.Constexpr = 2 + + @staticmethod + def can_implement( + dtype, + head_dim, + head_dim_v, + tile_m, + tile_n, + num_stages, + num_threads, + is_causal, + Q_in_regs=False, + ) -> bool: + """Check if the kernel can be implemented with the given parameters. + + :param dtype: data type + :type dtype: cutlass.Numeric + :param head_dim: head dimension + :type head_dim: int + :param tile_m: m block size + :type tile_m: int + :param tile_n: n block size + :type tile_n: int + :param num_threads: number of threads + :type num_threads: int + :param is_causal: is causal + :type is_causal: bool + + :return: True if the kernel can be implemented, False otherwise + :rtype: bool + """ + if dtype not in [cutlass.Float16, cutlass.BFloat16]: + return False + if head_dim % 8 != 0: + return False + if head_dim_v % 8 != 0: + return False + if tile_n % 16 != 0: + return False + if num_threads % 32 != 0: + return False + # Check if block size setting is out of shared memory capacity + # Shared memory usage: Q tile + (K tile + V tile) where K and V use the same tile size + smem_usage_Q = tile_m * head_dim * 2 + smem_usage_K = tile_n * head_dim * num_stages * 2 + smem_usage_V = tile_n * head_dim_v * num_stages * 2 + smem_usage_QV = ( + (smem_usage_Q + smem_usage_V) if not Q_in_regs else max(smem_usage_Q, smem_usage_V) + ) + smem_usage = smem_usage_QV + smem_usage_K + # TODO: sm86 and sm89 + smem_capacity = utils_basic.get_smem_capacity_in_bytes("sm_80") + if smem_usage > smem_capacity: + return False + # Check if twice the block size is divisible by the number of threads + if (tile_m * 2) % num_threads != 0: + return False + return True + + def _check_type( + self, + mQ_type: Type[cutlass.Numeric], + mK_type: Type[cutlass.Numeric], + mV_type: Type[cutlass.Numeric], + mO_type: Type[cutlass.Numeric], + mLSE_type: Type[cutlass.Numeric] | None, + mCuSeqlensQ_type: Type[cutlass.Numeric] | None, + mCuSeqlensK_type: Type[cutlass.Numeric] | None, + mSeqUsedQ_type: Type[cutlass.Numeric] | None, + mSeqUsedK_type: Type[cutlass.Numeric] | None, + ): + # Get the data type and check if it is fp16 or bf16 + if const_expr(not (mQ_type == mK_type == mV_type == mO_type)): + raise TypeError("All tensors must have the same data type") + if const_expr(mQ_type not in [cutlass.Float16, cutlass.BFloat16]): + raise TypeError("Only Float16 or BFloat16 is supported") + if const_expr(mLSE_type not in [None, Float32]): + raise TypeError("LSE tensor must be Float32") + if const_expr(mCuSeqlensQ_type not in [None, Int32]): + raise TypeError("cu_seqlens_q tensor must be Int32") + if const_expr(mCuSeqlensK_type not in [None, Int32]): + raise TypeError("cu_seqlens_k tensor must be Int32") + if const_expr(mSeqUsedQ_type not in [None, Int32]): + raise TypeError("seqused_q tensor must be Int32") + if const_expr(mSeqUsedK_type not in [None, Int32]): + raise TypeError("seqused_k tensor must be Int32") + assert mQ_type == self.dtype + + def _setup_attributes(self): + # /////////////////////////////////////////////////////////////////////////////// + # Shared memory layout: Q/K/V + # /////////////////////////////////////////////////////////////////////////////// + sQ_layout_atom, sK_layout_atom, sV_layout_atom, sO_layout_atom, sP_layout_atom = ( + self._get_smem_layout_atom() + ) + self.sQ_layout = cute.tile_to_shape( + sQ_layout_atom, + (self.tile_m, self.tile_hdim), + (0, 1), + ) + self.sK_layout = cute.tile_to_shape( + sK_layout_atom, + (self.tile_n, self.tile_hdim, self.num_stages), + (0, 1, 2), + ) + self.sV_layout = cute.tile_to_shape( + sV_layout_atom, + (self.tile_n, self.tile_hdimv, self.num_stages), + (0, 1, 2), + ) + self.sO_layout = cute.tile_to_shape( + sO_layout_atom, + (self.tile_m, self.tile_hdimv), + (0, 1), + ) + if const_expr(sP_layout_atom is not None): + self.sP_layout = cute.tile_to_shape( + sP_layout_atom, + (self.tile_m, self.tile_n), + (0, 1), + ) + else: + self.sP_layout = None + + # /////////////////////////////////////////////////////////////////////////////// + # GMEM Tiled copy: + # /////////////////////////////////////////////////////////////////////////////// + # Thread layouts for copies + universal_copy_bits = 128 + async_copy_elems = universal_copy_bits // self.dtype.width + # atom_async_copy: async copy atom for QKV load + atom_async_copy = cute.make_copy_atom( + cpasync.CopyG2SOp(cache_mode=cpasync.LoadCacheMode.GLOBAL), + self.dtype, + num_bits_per_copy=universal_copy_bits, + ) + # atom_universal_copy: universal copy atom for O store + atom_universal_copy = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + self.dtype, + num_bits_per_copy=universal_copy_bits, + ) + # tQ_layout and tK_layout: thread layout for QK load + tQK_shape_dim_1 = sQ_layout_atom.outer.shape[1] // async_copy_elems + assert self.num_Q_load_threads % tQK_shape_dim_1 == 0, ( + "num_threads must be divisible by tQK_shape_dim_1" + ) + assert self.num_producer_threads % tQK_shape_dim_1 == 0, ( + "num_threads must be divisible by tQK_shape_dim_1" + ) + tQ_layout = cute.make_ordered_layout( + (self.num_Q_load_threads // tQK_shape_dim_1, tQK_shape_dim_1), + order=(1, 0), + ) + tK_layout = cute.make_ordered_layout( + (self.num_producer_threads // tQK_shape_dim_1, tQK_shape_dim_1), + order=(1, 0), + ) + # So that we don't have to check if we overshoot kBlockM when we load Q + assert self.tile_m % tQ_layout.shape[0] == 0 + tV_shape_dim_1 = sV_layout_atom.outer.shape[1] // async_copy_elems + tV_layout = cute.make_ordered_layout( + (self.num_producer_threads // tV_shape_dim_1, tV_shape_dim_1), + order=(1, 0), + ) + # TODO: need a different layout for O if O dtype is not the same as V dtype + # tO_layout: thread layout for O store + tO_layout = cute.make_ordered_layout( + (self.num_epilogue_threads // tV_shape_dim_1, tV_shape_dim_1), + order=(1, 0), + ) + # So that we don't have to check if we overshoot kBlockM when we store O + assert self.tile_m % tO_layout.shape[0] == 0 + + # Value layouts for copies + vQKV_layout = cute.make_layout((1, async_copy_elems)) + vO_layout = vQKV_layout + + self.gmem_tiled_copy_Q = cute.make_tiled_copy_tv(atom_async_copy, tQ_layout, vQKV_layout) + self.gmem_tiled_copy_K = cute.make_tiled_copy_tv(atom_async_copy, tK_layout, vQKV_layout) + self.gmem_tiled_copy_V = cute.make_tiled_copy_tv(atom_async_copy, tV_layout, vQKV_layout) + # gmem_tiled_copy_O: tiled copy for O store + self.gmem_tiled_copy_O = cute.make_tiled_copy_tv(atom_universal_copy, tO_layout, vO_layout) + + def _get_smem_layout_atom(self): + raise NotImplementedError() + + def _get_tiled_mma(self): + raise NotImplementedError() + + def _get_shared_storage_cls(self): + raise NotImplementedError() + + @cute.jit + def __call__( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + softmax_scale: Float32, + stream: cuda.CUstream, + ): + """Configures and launches the flash attention kernel. + + mQ/mK/mV/mO has same data types(supports fp16 and bf16) and same layout: + (batch_size, seqlen_q, num_head, head_dim):(_, _, _, 1) + """ + raise NotImplementedError() + + @cute.jit + def epilogue( + self, + acc_O: cute.Tensor, + lse: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + sO: cute.Tensor, + seqlen: SeqlenInfoQK, + gmem_tiled_copy_O: cute.TiledCopy, + tma_atom_O: Optional[cute.CopyAtom], + tiled_mma: cute.TiledMma, + tidx: Int32, + m_block: Int32, + head_idx: Int32, + batch_idx: Int32, + ): + # store acc_O + rO = cute.make_fragment_like(acc_O, self.dtype) + rO.store(acc_O.load().to(self.dtype)) + # Make sure all threads have finished reading V + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), number_of_threads=self.num_epilogue_threads + ) + smem_copy_atom_O = utils.get_smem_store_atom(self.arch, self.dtype) + smem_thr_copy_O = cute.make_tiled_copy_C(smem_copy_atom_O, tiled_mma).get_slice(tidx) + taccOrO = smem_thr_copy_O.retile(rO) + taccOsO = smem_thr_copy_O.partition_D(sO) + # taccOsO = quack_copy_utils.partition_D_position_independent(smem_thr_copy_O, sO) + # copy acc O from rmem to smem with the smem copy atom + cute.copy(smem_copy_atom_O, taccOrO, taccOsO) + + cO = cute.make_identity_tensor((self.tile_m, self.tile_hdimv)) + pack_gqa = PackGQA( + self.tile_m, self.tile_hdimv, self.check_hdim_v_oob, self.qhead_per_kvhead + ) + + # Write LSE from rmem -> gmem + if const_expr(mLSE is not None): + if const_expr(not seqlen.has_cu_seqlens_q): + mLSE_cur = mLSE[None, head_idx, batch_idx] + else: + offset = seqlen.offset_q if const_expr(not self.pack_gqa) else (0, seqlen.offset_q) + mLSE_cur = cute.domain_offset((offset,), mLSE[None, head_idx]) + if const_expr(not self.pack_gqa): + gLSE = cute.local_tile(mLSE_cur, (self.tile_m,), (m_block,)) + gLSE_expanded_layout = cute.append( + gLSE.layout, cute.make_layout((self.tile_hdimv,), stride=(0,)) + ) + gLSE_expanded = cute.make_tensor(gLSE.iterator, gLSE_expanded_layout) + thr_mma = tiled_mma.get_slice(tidx) + taccOgLSE = utils.make_acc_tensor_mn_view(thr_mma.partition_C(gLSE_expanded)) + assert cute.size(taccOgLSE, mode=[0]) == cute.size(lse) + taccOcO = utils.make_acc_tensor_mn_view(thr_mma.partition_C(cO)) + t0accOcO = utils.make_acc_tensor_mn_view(thr_mma.get_slice(0).partition_C(cO)) + # Only the thread corresponding to column 0 writes out the lse to gmem + if taccOcO[0][1] == 0: + for m in cutlass.range_constexpr(cute.size(taccOgLSE.shape[1])): + if ( + t0accOcO[m, 0][0] + < seqlen.seqlen_q - m_block * self.tile_m - taccOcO[0][0] + ): + taccOgLSE[m, 0] = lse[m] + else: + pack_gqa.store_LSE(mLSE_cur, lse, tiled_mma, tidx, m_block, seqlen.seqlen_q) + + if const_expr(not seqlen.has_cu_seqlens_q): + mO_cur = mO[None, None, head_idx, batch_idx] + else: + offset = seqlen.offset_q if const_expr(not self.pack_gqa) else (0, seqlen.offset_q) + mO_cur = cute.domain_offset((offset, 0), mO[None, None, head_idx]) + # thr_mma = tiled_mma.get_slice(tidx) + # taccOgO = thr_mma.partition_C(gO) + # cute.autovec_copy(rO, taccOgO) + # sync to make sure all smem stores are done + if const_expr(self.use_tma_O): + # ensure smem writes are visible to TMA + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.barrier_arrive( + barrier_id=int(NamedBarrierFwd.Epilogue), + number_of_threads=self.num_epilogue_threads + cute.arch.WARP_SIZE, + ) + gO = cute.local_tile(mO_cur, (self.tile_m, self.tile_hdimv), (m_block, 0)) + store_O, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_O, 0, cute.make_layout(1), sO, gO, single_stage=True + ) + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx()) + if warp_idx == 4: + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), + number_of_threads=self.num_epilogue_threads + cute.arch.WARP_SIZE, + ) + store_O() + cute.arch.cp_async_bulk_commit_group() + cute.arch.cp_async_bulk_wait_group(0, read=True) + else: + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.Epilogue), + number_of_threads=self.num_epilogue_threads, + ) + gmem_thr_copy_O = gmem_tiled_copy_O.get_slice(tidx) + tOsO = gmem_thr_copy_O.partition_S(sO) + tOrO = cute.make_fragment_like(tOsO, self.dtype) + # load acc O from smem to rmem for wider vectorization + cute.autovec_copy(tOsO, tOrO) + if const_expr(not self.pack_gqa): + gO = cute.local_tile(mO_cur, (self.tile_m, self.tile_hdimv), (m_block, 0)) + tOgO = gmem_thr_copy_O.partition_D(gO) + tOcO = gmem_thr_copy_O.partition_S(cO) + t0OcO = gmem_tiled_copy_O.get_slice(0).partition_S(cO) + tOpO = utils.predicate_k(tOcO, limit=mO.shape[1]) + # copy acc O from rmem to gmem + for rest_m in cutlass.range_constexpr(cute.size(tOrO.shape[1])): + if ( + t0OcO[0, rest_m, 0][0] + < seqlen.seqlen_q - m_block * self.tile_m - tOcO[0][0] + ): + cute.copy( + gmem_tiled_copy_O, + tOrO[None, rest_m, None], + tOgO[None, rest_m, None], + pred=tOpO[None, rest_m, None] + if const_expr(self.check_hdim_v_oob) + else None, + ) + else: + pack_gqa.store_O(mO_cur, tOrO, gmem_tiled_copy_O, tidx, m_block, seqlen.seqlen_q) + + @cute.jit + def advance_pipeline(self, pipeline_index): + return pipeline_index + 1 if pipeline_index < self.num_stages - 1 else 0 + + @cute.jit + def load_Q( + self, + gmem_thr_copy: cute.TiledCopy, + gQ: cute.Tensor, + sQ: cute.Tensor, + block: Int32, + seqlen: Int32, + headdim: Int32, + ): + tQsQ, tQgQ = gmem_thr_copy.partition_D(sQ), gmem_thr_copy.partition_S(gQ) + cQ = cute.make_identity_tensor((self.tile_m, self.tile_hdim)) + tQcQ = gmem_thr_copy.partition_S(cQ) + t0QcQ = gmem_thr_copy.get_slice(0).partition_S(cQ) + tQpQ = utils.predicate_k(tQcQ, limit=headdim) + for m in cutlass.range_constexpr(cute.size(tQsQ.shape[1])): + # Instead of using tQcQ, we using t0QcQ and subtract the offset from the limit + # (seqlen - block * kBlockM). This is because the entries of t0QcQ are known at compile time. + if t0QcQ[0, m, 0][0] < seqlen - block * self.tile_m - tQcQ[0][0]: + cute.copy( + gmem_thr_copy, + tQgQ[None, m, None], + tQsQ[None, m, None], + pred=tQpQ[None, m, None] if const_expr(self.check_hdim_oob) else None, + ) + # We don't need to clear the sQ smem tiles since we'll only write out the valid outputs + + @cute.jit + def load_K( + self, + gmem_tiled_copy: cute.TiledCopy, + tKgK: cute.Tensor, + tKsK: cute.Tensor, + tKcK: cute.Tensor, + t0KcK: cute.Tensor, + tKpK: cute.Tensor, + block: Int32, + smem_pipe_write: Int32, + seqlen: Int32, + need_predicates: cutlass.Constexpr, + ): + # Do we need to check if we overshoot kBlockN when we load K? + is_even_n_smem_k = self.tile_n % gmem_tiled_copy.tiler_mn[0].shape == 0 + if const_expr(need_predicates or not is_even_n_smem_k): + # Instead of using tKcK, we using t0KcK and subtract the offset from the limit + # (seqlen - block * kBlockN). This is because the entries of t0KcK are known at compile time. + if const_expr(is_even_n_smem_k): + seqlen_limit = seqlen - block * self.tile_n + else: + if const_expr(not need_predicates): + seqlen_limit = self.tile_n + else: + seqlen_limit = cutlass.min(seqlen - block * self.tile_n, self.tile_n) + seqlen_limit -= tKcK[0][0] + for n in cutlass.range_constexpr(cute.size(tKsK.shape[1])): + if t0KcK[0, n, 0][0] < seqlen_limit: + cute.copy( + gmem_tiled_copy, + tKgK[None, n, None, block], + tKsK[ + None, n, None, smem_pipe_write if const_expr(self.num_stages > 1) else 0 + ], + pred=tKpK[None, n, None] if const_expr(self.check_hdim_oob) else None, + ) + # We don't need to clear the sK smem tiles since we'll mask out the scores anyway. + else: + cute.copy( + gmem_tiled_copy, + tKgK[None, None, None, block], + tKsK[None, None, None, smem_pipe_write if const_expr(self.num_stages > 1) else 0], + pred=tKpK if const_expr(self.check_hdim_oob) else None, + ) + + @cute.jit + def load_V( + self, + gmem_tiled_copy: cute.TiledCopy, + tVgV: cute.Tensor, + tVsV: cute.Tensor, + tVcV: cute.Tensor, + t0VcV: cute.Tensor, + tVpV: cute.Tensor, + block: Int32, + smem_pipe_write: Int32, + seqlen: Int32, + need_predicates: cutlass.Constexpr, + ): + # Do we need to check if we overshoot kBlockN when we load V? + is_even_n_smem_v = self.tile_n % gmem_tiled_copy.tiler_mn[0].shape == 0 + if const_expr(need_predicates or not is_even_n_smem_v): + for n in cutlass.range_constexpr(cute.size(tVsV.shape[1])): + # If kBlockN doesn't evenly divide the tiled copy, only the last `n` needs to be checked + if ( + is_even_n_smem_v + or n < cute.size(tVsV.shape[1]) - 1 + or tVcV[0, n, 0][0] < self.tile_n + ): + predicate = tVpV[None, n, None] if const_expr(self.check_hdim_v_oob) else None + if const_expr(need_predicates): + seqlen_limit = seqlen - block * self.tile_n - tVcV[0][0] + predicate_n = t0VcV[0, n, 0][0] < seqlen_limit + predicate = cute.make_fragment_like(tVpV[None, 0, None]) + for k in cutlass.range_constexpr(cute.size(predicate.shape[1])): + for i in cutlass.range_constexpr(cute.size(predicate.shape[0])): + predicate[i, k] = ( + tVpV[i, n, k] if const_expr(self.check_hdim_v_oob) else True + ) and predicate_n + cute.copy( + gmem_tiled_copy, + tVgV[None, n, None, block], + tVsV[ + None, n, None, smem_pipe_write if const_expr(self.num_stages > 1) else 0 + ], + pred=predicate, + ) + else: + cute.copy( + gmem_tiled_copy, + tVgV[None, None, None, block], + tVsV[None, None, None, smem_pipe_write if const_expr(self.num_stages > 1) else 0], + pred=tVpV if const_expr(self.check_hdim_v_oob) else None, + ) + + +class FlashAttentionForwardSm80(FlashAttentionForwardBase): + def _get_smem_layout_atom(self): + sQ_layout_atom = sm80_utils.get_smem_layout_atom(self.dtype, self.tile_hdim) + sK_layout_atom = sQ_layout_atom + sV_layout_atom = sm80_utils.get_smem_layout_atom(self.dtype, self.tile_hdimv) + sO_layout_atom = sV_layout_atom + sP_layout_atom = None + return sQ_layout_atom, sK_layout_atom, sV_layout_atom, sO_layout_atom, sP_layout_atom + + def _get_tiled_mma(self): + tiled_mma_qk = cute.make_tiled_mma( + warp.MmaF16BF16Op(self.dtype, Float32, (16, 8, 16)), + (self.num_threads // 32, 1, 1), + permutation_mnk=(self.num_threads // 32 * 16, 16, 16), + ) + tiled_mma_pv = cute.make_tiled_mma( + warp.MmaF16BF16Op(self.dtype, Float32, (16, 8, 16)), + (self.num_threads // 32, 1, 1), + permutation_mnk=(self.num_threads // 32 * 16, 16, 16), + ) + return tiled_mma_qk, tiled_mma_pv + + def _get_shared_storage_cls(self): + sQ_struct, sK_struct, sV_struct = [ + cute.struct.Align[cute.struct.MemRange[self.dtype, cute.cosize(layout)], 1024] + for layout in (self.sQ_layout, self.sK_layout, self.sV_layout) + ] + cosize_sQV = max(cute.cosize(self.sQ_layout), cute.cosize(self.sV_layout)) + sQV_struct = cute.struct.Align[cute.struct.MemRange[self.dtype, cosize_sQV], 1024] + + @cute.struct + class SharedStorageQKV: + sV: sV_struct + sQ: sQ_struct + sK: sK_struct + + @cute.struct + class SharedStorageSharedQV: + sQ: sQV_struct + sK: sK_struct + + return SharedStorageQKV if const_expr(not self.Q_in_regs) else SharedStorageSharedQV + + @cute.jit + def __call__( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + stream: cuda.CUstream, + softmax_scale: Optional[Float32] = None, + window_size_left: Optional[Int32] = None, + window_size_right: Optional[Int32] = None, + learnable_sink: Optional[cute.Tensor] = None, + aux_tensors=None, + ): + """Configures and launches the flash attention kernel. + + mQ/mK/mV/mO has same data types(supports fp16 and bf16) and same layout: + (batch_size, seqlen_q, num_head, head_dim):(_, _, _, 1) + """ + assert learnable_sink is None, "Learnable sink is not supported in this kernel" + self._check_type( + *(t.element_type if t is not None else None for t in (mQ, mK, mV, mO, mLSE)) + ) + tiled_mma_qk, tiled_mma_pv = self._get_tiled_mma() + self.num_mma_threads = tiled_mma_pv.size + self.num_producer_threads = self.num_threads + self.num_Q_load_threads = self.num_threads + self.num_epilogue_threads = self.num_threads + # self.use_tma_O = self.arch >= 90 and mCuSeqlensQ is None + self.use_tma_O = self.arch >= 90 + self._setup_attributes() + SharedStorage = self._get_shared_storage_cls() + # Assume all strides are divisible by 128 bits except the last stride + # Skip cute.assume() for stride=0 (broadcast dims from expand() are Python ints) + new_stride = lambda t: ( + *( + cute.assume(s, divby=128 // t.element_type.width) + if not isinstance(s, int) or s != 0 + else s + for s in t.stride[:-1] + ), + t.stride[-1], + ) + mQ, mK, mV, mO = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + for t in (mQ, mK, mV, mO) + ] + mQ, mK, mV, mO = [ + cute.make_tensor(t.iterator, cute.select(t.layout, mode=[1, 3, 2, 0])) + for t in (mQ, mK, mV, mO) + ] + mLSE = cute.make_tensor(mLSE.iterator, cute.select(mLSE.layout, mode=[2, 1, 0])) + # grid_dim: (m_block, num_head, batch_size) + grid_dim = ( + cute.ceil_div(mQ.shape[0], self.tile_m), + cute.size(mQ.shape[2]), + cute.size(mQ.shape[3]), + ) + LOG2_E = math.log2(math.e) + if const_expr(self.score_mod is None): + softmax_scale_log2 = Float32(softmax_scale * LOG2_E) + softmax_scale = None + else: + # NB: If a user passes in a score mod, we want to apply the score-mod in the sm_scaled qk + # But in the original base 10. We hijack softmax_scale_log2 to just be the change of base + # and correctly apply the softmax_scale prior to score_mod in the softmax step + softmax_scale_log2 = Float32(LOG2_E) + softmax_scale = Float32(softmax_scale) + + fastdiv_mods = None + if const_expr(aux_tensors is not None): + seqlen_q = cute.size(mQ.shape[0]) // ( + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1 + ) + seqlen_k = cute.size(mK.shape[0]) + seqlen_q_divmod = FastDivmodDivisor(seqlen_q) + seqlen_k_divmod = FastDivmodDivisor(seqlen_k) + fastdiv_mods = (seqlen_q_divmod, seqlen_k_divmod) + + self.kernel( + mQ, + mK, + mV, + mO, + mLSE, + softmax_scale_log2, + softmax_scale, + window_size_left, + window_size_right, + self.sQ_layout, + self.sK_layout, + self.sV_layout, + self.sO_layout, + self.sP_layout, + self.gmem_tiled_copy_Q, + self.gmem_tiled_copy_K, + self.gmem_tiled_copy_V, + self.gmem_tiled_copy_O, + tiled_mma_qk, + tiled_mma_pv, + SharedStorage, + aux_tensors, + fastdiv_mods, + ).launch( + grid=grid_dim, + block=[self.num_threads, 1, 1], + smem=SharedStorage.size_in_bytes(), + stream=stream, + ) + + @cute.kernel + def kernel( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + softmax_scale_log2: Float32, + softmax_scale: Optional[Float32], + window_size_left: Optional[Int32], + window_size_right: Optional[Int32], + sQ_layout: cute.ComposedLayout, + sK_layout: cute.ComposedLayout, + sV_layout: cute.ComposedLayout, + sO_layout: cute.ComposedLayout, + sP_layout: cute.ComposedLayout | None, + gmem_tiled_copy_Q: cute.TiledCopy, + gmem_tiled_copy_K: cute.TiledCopy, + gmem_tiled_copy_V: cute.TiledCopy, + gmem_tiled_copy_O: cute.TiledCopy, + tiled_mma_qk: cute.TiledMma, + tiled_mma_pv: cute.TiledMma, + SharedStorage: cutlass.Constexpr, + aux_tensors=None, + fastdiv_mods=None, + ): + # Thread index, block index + tidx, _, _ = cute.arch.thread_idx() + m_block, num_head, batch_size = cute.arch.block_idx() + + block_info = BlockInfo( + self.tile_m, + self.tile_n, + self.is_causal, + self.is_local, + False, # is_split_kv + window_size_left, + window_size_right, + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + ) + seqlen = SeqlenInfoQK.create(seqlen_q_static=mQ.shape[0], seqlen_k_static=mK.shape[0]) + n_block_min, n_block_max = block_info.get_n_block_min_max(seqlen, m_block) + # TODO: return early if n_block_max == 0 + # if self.is_causal: + # if n_block_max <= 0: + # return + n_block = n_block_max - 1 + + # /////////////////////////////////////////////////////////////////////////////// + # Get the appropriate tiles for this thread block. + # /////////////////////////////////////////////////////////////////////////////// + blkQ_shape = (self.tile_m, self.tile_hdim) + blkK_shape = (self.tile_n, self.tile_hdim) + blkV_shape = (self.tile_n, self.tile_hdimv) + gQ = cute.local_tile(mQ[None, None, num_head, batch_size], blkQ_shape, (m_block, 0)) + num_head_kv = num_head // self.qhead_per_kvhead + gK = cute.local_tile(mK[None, None, num_head_kv, batch_size], blkK_shape, (None, 0)) + gV = cute.local_tile(mV[None, None, num_head_kv, batch_size], blkV_shape, (None, 0)) + + # /////////////////////////////////////////////////////////////////////////////// + # Get shared memory buffer + # /////////////////////////////////////////////////////////////////////////////// + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(SharedStorage) + sQ = storage.sQ.get_tensor(sQ_layout) + sK = storage.sK.get_tensor(sK_layout) + if const_expr(not self.Q_in_regs): + sV = storage.sV.get_tensor(sV_layout) + else: + sV = cute.make_tensor(cute.recast_ptr(sQ.iterator, dtype=self.dtype), sV_layout) + # Transpose view of V to tensor with layout (head_dim_v, tile_n) for tiled mma + sVt = utils.transpose_view(sV) + + gmem_thr_copy_K = gmem_tiled_copy_K.get_slice(tidx) + gmem_thr_copy_V = gmem_tiled_copy_V.get_slice(tidx) + # (CPY_Atom, CPY_N, CPY_K, n_block) + tKsK, tKgK = gmem_thr_copy_K.partition_D(sK), gmem_thr_copy_K.partition_S(gK) + # (CPY_Atom, CPY_N, CPY_K, n_block) + tVsV, tVgV = gmem_thr_copy_V.partition_D(sV), gmem_thr_copy_V.partition_S(gV) + + # /////////////////////////////////////////////////////////////////////////////// + # Tile MMA compute thread partitions and allocate accumulators + # /////////////////////////////////////////////////////////////////////////////// + thr_mma_qk = tiled_mma_qk.get_slice(tidx) + thr_mma_pv = tiled_mma_pv.get_slice(tidx) + tSrQ = thr_mma_qk.make_fragment_A(thr_mma_qk.partition_A(sQ)) + tSrK = thr_mma_qk.make_fragment_B(thr_mma_qk.partition_B(sK[None, None, 0])) + tOrVt = thr_mma_pv.make_fragment_B(thr_mma_pv.partition_B(sVt[None, None, 0])) + acc_shape_O = thr_mma_pv.partition_shape_C((self.tile_m, self.tile_hdimv)) + acc_O = cute.make_fragment(acc_shape_O, Float32) + acc_O.fill(0.0) + + # /////////////////////////////////////////////////////////////////////////////// + # Smem copy atom tiling + # /////////////////////////////////////////////////////////////////////////////// + smem_copy_atom_QK = cute.make_copy_atom( + warp.LdMatrix8x8x16bOp(transpose=False, num_matrices=4), + self.dtype, + ) + smem_copy_atom_V = cute.make_copy_atom( + warp.LdMatrix8x8x16bOp(transpose=True, num_matrices=4), + self.dtype, + ) + smem_thr_copy_Q = utils.make_tiled_copy_A(smem_copy_atom_QK, tiled_mma_qk).get_slice(tidx) + smem_thr_copy_K = utils.make_tiled_copy_B(smem_copy_atom_QK, tiled_mma_qk).get_slice(tidx) + smem_thr_copy_V = utils.make_tiled_copy_B(smem_copy_atom_V, tiled_mma_pv).get_slice(tidx) + + tSsQ = smem_thr_copy_Q.partition_S(sQ) + tSsK = smem_thr_copy_K.partition_S(sK) + tOsVt = smem_thr_copy_V.partition_S(sVt) + + # /////////////////////////////////////////////////////////////////////////////// + # Predicate: Mark indices that need to copy when problem_shape isn't a multiple + # of tile_shape + # /////////////////////////////////////////////////////////////////////////////// + # Construct identity layout for KV + cK = cute.make_identity_tensor((self.tile_n, self.tile_hdim)) + tKcK = gmem_thr_copy_K.partition_S(cK) + t0KcK = gmem_thr_copy_K.get_slice(0).partition_S(cK) + if const_expr(self.tile_hdim == self.tile_hdimv): + tVcV = tKcK + t0VcV = t0KcK + else: + cV = cute.make_identity_tensor((self.tile_n, self.tile_hdimv)) + tVcV = gmem_thr_copy_V.partition_S(cV) + t0VcV = gmem_thr_copy_V.get_slice(0).partition_S(cV) + # Allocate predicate tensors for m and n, here we only allocate the tile of k, and + # use "if" on the mn dimension. + # This is to reduce register pressure and gets 2-3% performance gain. + tKpK = utils.predicate_k(tKcK, limit=mK.shape[1]) + if const_expr(self.same_hdim_kv): + tVpV = tKpK + else: + tVpV = utils.predicate_k(tVcV, limit=mV.shape[1]) + + # shape: (atom_v_m * rest_m) + softmax = Softmax.create( + softmax_scale_log2, + num_rows=acc_O.shape[0][0] * acc_O.shape[1], + softmax_scale=softmax_scale, + ) + softmax.reset() + + # group parameters for compute_one_n_block + mma_params = SimpleNamespace( + thr_mma_qk=thr_mma_qk, + thr_mma_pv=thr_mma_pv, + tSrQ=tSrQ, + tSrK=tSrK, + tOrVt=tOrVt, + acc_O=acc_O, + ) + smem_copy_params = SimpleNamespace( + smem_thr_copy_Q=smem_thr_copy_Q, + smem_thr_copy_K=smem_thr_copy_K, + smem_thr_copy_V=smem_thr_copy_V, + tSsQ=tSsQ, + tSsK=tSsK, + tOsVt=tOsVt, + ) + load_K = partial( + self.load_K, gmem_tiled_copy_K, tKgK, tKsK, tKcK, t0KcK, tKpK, seqlen=seqlen.seqlen_k + ) + load_V = partial( + self.load_V, gmem_tiled_copy_V, tVgV, tVsV, tVcV, t0VcV, tVpV, seqlen=seqlen.seqlen_k + ) + + compute_one_n_block = partial( + self.compute_one_n_block, + mma_params=mma_params, + smem_copy_params=smem_copy_params, + softmax=softmax, + load_K=load_K, + load_V=load_V, + score_mod=self.score_mod, + batch_idx=batch_size, + head_idx=num_head, + m_block=m_block, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + + # /////////////////////////////////////////////////////////////////////////////// + # Prologue + # /////////////////////////////////////////////////////////////////////////////// + # Start async loads of the last mn-tile, where we take care of the mn residue + gmem_thr_copy_Q = gmem_tiled_copy_Q.get_slice(tidx) + self.load_Q(gmem_thr_copy_Q, gQ, sQ, m_block, seqlen=seqlen.seqlen_q, headdim=mQ.shape[1]) + cute.arch.cp_async_commit_group() + + def preprocess_Q(): + cute.arch.cp_async_wait_group(self.num_stages * 2 - 1) + if const_expr(self.Q_in_regs): + cute.arch.barrier() + tSrQ_copy_view = smem_thr_copy_Q.retile(tSrQ) + cute.copy(smem_thr_copy_Q, tSsQ, tSrQ_copy_view) + + # If Q_in_regs, we load Q, then load 1 stage of K, then (optionally) rotate Q and + # read from smem_q to registers, then load V. + # If !Q_in_regs, we load Q, load all stages of K & V, then (optionally) rotate Q. + if const_expr(self.Q_in_regs): + load_K(n_block, smem_pipe_write=0, need_predicates=True) + cute.arch.cp_async_commit_group() + preprocess_Q() + cute.arch.barrier() # Make sure all threads have read smem_q before loading V + + for stage in cutlass.range_constexpr(self.num_stages): + if const_expr(not self.Q_in_regs or stage > 0): + if stage == 0 or n_block - stage >= 0: + load_K(n_block - stage, smem_pipe_write=stage, need_predicates=stage == 0) + cute.arch.cp_async_commit_group() + if const_expr(stage < self.num_stages - 1): + if stage == 0 or n_block - stage >= 0: + load_V(n_block - stage, smem_pipe_write=stage, need_predicates=stage == 0) + cute.arch.cp_async_commit_group() + if const_expr(not self.Q_in_regs): + preprocess_Q() + + # /////////////////////////////////////////////////////////////////////////////// + # Mainloop + # /////////////////////////////////////////////////////////////////////////////// + # Start processing of the first n-block. + # For performance reason, we separate out two kinds of iterations: + # those that need masking on S, and those that don't. + # We need masking on S for the very last block when K and V has length not multiple of tile_n. + # We also need masking on S if it's causal, for the last several blocks. + mask = AttentionMask( + self.tile_m, + self.tile_n, + seqlen.seqlen_q, + seqlen.seqlen_k, + window_size_left, + window_size_right, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + ) + mask_fn = partial( + mask.apply_mask, + m_block=m_block, + thr_mma=thr_mma_qk, + mask_causal=self.is_causal, + mask_local=self.is_local, + fastdiv_mods=fastdiv_mods if const_expr(self.mask_mod is not None) else None, + ) + + # First iteration with seqlen masking + smem_pipe_read = Int32(0) + smem_pipe_write = Int32(self.num_stages - 1) + compute_one_n_block( + n_block, + smem_pipe_read, + smem_pipe_write, + is_first_n_block=True, + check_inf=True, + mask_fn=partial(mask_fn, mask_seqlen=True), + ) + smem_pipe_read = self.advance_pipeline(smem_pipe_read) + smem_pipe_write = self.advance_pipeline(smem_pipe_write) + # Next couple of iterations with causal masking + if const_expr(self.is_causal or self.is_local): + n_block_min_causal_local_mask = block_info.get_n_block_min_causal_local_mask( + seqlen, m_block, n_block_min + ) + for n_tile in cutlass.range(n_block_max - 1 - n_block_min_causal_local_mask, unroll=1): + n_block = n_block_max - 2 - n_tile + compute_one_n_block( + n_block, + smem_pipe_read, + smem_pipe_write, + check_inf=True, + mask_fn=partial(mask_fn, mask_seqlen=False), + ) + smem_pipe_read = self.advance_pipeline(smem_pipe_read) + smem_pipe_write = self.advance_pipeline(smem_pipe_write) + # The remaining iterations have no masking + for n_tile in cutlass.range(n_block, unroll=1): + compute_one_n_block( + n_block - n_tile - 1, smem_pipe_read, smem_pipe_write, check_inf=True + ) + smem_pipe_read = self.advance_pipeline(smem_pipe_read) + smem_pipe_write = self.advance_pipeline(smem_pipe_write) + # TODO: local + + # normalize acc_O by row_sum and calculate the lse + row_scale = softmax.finalize() + softmax.rescale_O(acc_O, row_scale) + + # /////////////////////////////////////////////////////////////////////////////// + # Epilogue + # /////////////////////////////////////////////////////////////////////////////// + # reuse sQ's data iterator + sO = cute.make_tensor(sQ.iterator, sO_layout) + self.epilogue( + acc_O, + softmax.row_sum, + mO, + mLSE, + sO, + seqlen, + gmem_tiled_copy_O, + None, + tiled_mma_pv, + tidx, + m_block, + num_head, + batch_size, + ) + + @cute.jit + def compute_one_n_block( + self, + n_block: Int32, + smem_pipe_read: Int32, + smem_pipe_write: Int32, + mma_params: SimpleNamespace, + smem_copy_params: SimpleNamespace, + softmax: Softmax, + load_K: Callable, + load_V: Callable, + score_mod: Callable | None, + batch_idx: cutlass.Int32, + head_idx: cutlass.Int32, + m_block: cutlass.Int32, + seqlen: SeqlenInfoQK, + aux_tensors=None, + fastdiv_mods=None, + mask_fn: Optional[Callable] = None, + is_first_n_block: cutlass.Constexpr = False, + check_inf: cutlass.Constexpr = True, + ): + """Compute one n_block of S/O. + + This function provides different variants for processing the first n block versus + subsequent blocks. + """ + + def sync(): + cute.arch.cp_async_wait_group(self.num_stages * 2 - 2) + cute.arch.barrier() + + acc_shape_S = mma_params.thr_mma_qk.partition_shape_C((self.tile_m, self.tile_n)) + acc_S = cute.make_fragment(acc_shape_S, Float32) + acc_S.fill(0.0) + # wait for smem tile QK before mma calculation for S + sync() + + # need predicates for the first tile + def load_V_next(): + if self.num_stages == 1 or n_block - self.num_stages + 1 >= 0: + load_V( + n_block - self.num_stages + 1, + smem_pipe_write, + need_predicates=is_first_n_block and self.num_stages == 1, + ) + cute.arch.cp_async_commit_group() + + load_V_next() + sm80_utils.gemm( + mma_params.thr_mma_qk, + acc_S, + mma_params.tSrQ, + mma_params.tSrK, + smem_copy_params.tSsQ, + smem_copy_params.tSsK[ + None, None, None, smem_pipe_read if const_expr(self.num_stages > 1) else 0 + ], + smem_copy_params.smem_thr_copy_Q, + smem_copy_params.smem_thr_copy_K, + # hook_fn=load_V_next, + A_in_regs=self.Q_in_regs, + ) + if const_expr(score_mod is not None): + self.apply_score_mod( + mma_params.thr_mma_qk, + batch_idx, + head_idx, + m_block, + acc_S, + n_block, + seqlen, + softmax_scale=softmax.softmax_scale, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + + smem_pipe_write = self.advance_pipeline(smem_pipe_write) + + def load_K_next(): + if n_block - self.num_stages >= 0: + load_K(n_block - self.num_stages, smem_pipe_write, need_predicates=False) + cute.arch.cp_async_commit_group() + + # wait for smem tile V for O + if const_expr(self.num_stages == 1): + sync() + load_K_next() + if const_expr(mask_fn is not None): + mask_fn(acc_S, n_block=n_block) + row_scale = softmax.online_softmax(acc_S, is_first=is_first_n_block, check_inf=check_inf) + softmax.rescale_O(mma_params.acc_O, row_scale) + rP = cute.make_fragment_like(acc_S, self.dtype) + rP.store(acc_S.load().to(self.dtype)) + tOrP = cute.make_tensor(rP.iterator, utils.convert_layout_acc_frgA(rP.layout)) + if const_expr(self.num_stages > 1): + sync() + load_K_next() + sm80_utils.gemm_rs( + mma_params.thr_mma_pv, + mma_params.acc_O, + tOrP, + mma_params.tOrVt, + smem_copy_params.tOsVt[ + None, None, None, smem_pipe_read if const_expr(self.num_stages > 1) else 0 + ], + smem_copy_params.smem_thr_copy_V, + # hook_fn=load_K_next, + ) + # if const_expr(self.num_stages > 1): + # load_K_next() + + +class FlashAttentionForwardSm90(FlashAttentionForwardBase): + arch = 90 + + def __init__( + self, + *args, + intra_wg_overlap: bool = True, + mma_pv_is_rs: bool = True, + **kwargs, + ): + super().__init__(*args, **kwargs) + self.intra_wg_overlap = intra_wg_overlap + self.mma_pv_is_rs = mma_pv_is_rs + self.buffer_align_bytes = 1024 + + def _get_smem_layout_atom(self): + sQ_layout_atom = warpgroup.make_smem_layout_atom( + sm90_utils_basic.get_smem_layout_atom(LayoutEnum.ROW_MAJOR, self.dtype, self.tile_hdim), + self.dtype, + ) + sK_layout_atom = sQ_layout_atom + sV_layout_atom = warpgroup.make_smem_layout_atom( + sm90_utils_basic.get_smem_layout_atom( + LayoutEnum.ROW_MAJOR, self.dtype, self.tile_hdimv + ), + self.dtype, + ) + sO_layout_atom = sV_layout_atom + if not self.mma_pv_is_rs: + sP_layout_atom = warpgroup.make_smem_layout_atom( + sm90_utils_basic.get_smem_layout_atom( + LayoutEnum.ROW_MAJOR, self.dtype, self.tile_n + ), + self.dtype, + ) + else: + sP_layout_atom = None + return sQ_layout_atom, sK_layout_atom, sV_layout_atom, sO_layout_atom, sP_layout_atom + + def _get_tiled_mma(self): + tiled_mma_qk = sm90_utils_basic.make_trivial_tiled_mma( + self.dtype, + self.dtype, + warpgroup.OperandMajorMode.K, + warpgroup.OperandMajorMode.K, + Float32, + atom_layout_mnk=(self.tile_m // 64, 1, 1), # Might need (1, 2, 1) for hdim 512 + tiler_mn=(64, self.tile_n), + ) + tiled_mma_pv = sm90_utils_basic.make_trivial_tiled_mma( + self.dtype, + self.dtype, + warpgroup.OperandMajorMode.K, + warpgroup.OperandMajorMode.MN, + Float32, + atom_layout_mnk=(self.tile_m // 64, 1, 1), # Might need (1, 2, 1) for hdim 512 + tiler_mn=(64, self.tile_hdimv), + a_source=warpgroup.OperandSource.RMEM + if self.mma_pv_is_rs + else warpgroup.OperandSource.SMEM, + ) + tiled_mma_pv_rs = sm90_utils_basic.make_trivial_tiled_mma( + self.dtype, + self.dtype, + warpgroup.OperandMajorMode.K, + warpgroup.OperandMajorMode.MN, + Float32, + atom_layout_mnk=(self.tile_m // 64, 1, 1), # Might need (1, 2, 1) for hdim 512 + tiler_mn=(64, self.tile_hdimv), + a_source=warpgroup.OperandSource.RMEM, + ) + return tiled_mma_qk, tiled_mma_pv, tiled_mma_pv_rs + + def _get_shared_storage_cls(self): + # If we use cp.async to load Q, we want sQ to align to 1024 bytes + sQ_struct, sK_struct, sV_struct = [ + cute.struct.Align[cute.struct.MemRange[self.dtype, cute.cosize(layout)], self.buffer_align_bytes] + for layout in (self.sQ_layout, self.sK_layout, self.sV_layout) + + ] + cosize_sQV = max(cute.cosize(self.sQ_layout), cute.cosize(self.sV_layout)) + sQV_struct = cute.struct.Align[cute.struct.MemRange[self.dtype, cosize_sQV], 1024] + cosize_sP = cute.cosize(self.sP_layout) if const_expr(self.sP_layout is not None) else 0 + sP_struct = cute.struct.Align[cute.struct.MemRange[self.dtype, cosize_sP], 1024] + # 1 for Q, 1 for O, self.num_stages*2 for K, self.num_stages*2 for V, + mbar_ptr_QO_struct = cute.struct.MemRange[cutlass.Int64, 2] + mbar_ptr_K_struct = cute.struct.MemRange[cutlass.Int64, self.num_stages * 2] + mbar_ptr_V_struct = cute.struct.MemRange[cutlass.Int64, self.num_stages * 2] + + @cute.struct + class SharedStorageQKV: + mbar_ptr: mbar_ptr_QO_struct + mbar_ptr_K: mbar_ptr_K_struct + mbar_ptr_V: mbar_ptr_V_struct + sV: sV_struct + sQ: sQ_struct + sK: sK_struct + sP: sP_struct + + @cute.struct + class SharedStorageSharedQV: + mbar_ptr: mbar_ptr_QO_struct + mbar_ptr_K: mbar_ptr_K_struct + mbar_ptr_V: mbar_ptr_V_struct + sQ: sQV_struct + sK: sK_struct + sP: sP_struct + + return SharedStorageQKV if const_expr(not self.Q_in_regs) else SharedStorageSharedQV + + @cute.jit + def __call__( + self, + mQ: cute.Tensor, # (b, s_q, h, d) or (total_q, h, d) if there is cu_seqlens_q + mK: cute.Tensor, # (b_k, s_k, h_k, d) or (total_k, h_k, d) if there is cu_seqlens_k or (num_pages, page_size, h_k, d) if there is page_table + mV: cute.Tensor, # (b_k, s_k, h_k, dv) or (total_k, h_k, dv) if there is cu_seqlens_k or (num_pages, page_size, h_k, dv) if there is page_table + mO: cute.Tensor, # (b, s_q, h, dv) or (total_q, h, dv) if there is cu_seqlens_q + mLSE: Optional[cute.Tensor], + softmax_scale: Float32, + stream: cuda.CUstream, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mCuSeqlensK: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + mSeqUsedK: Optional[cute.Tensor] = None, + mPageTable: Optional[cute.Tensor] = None, # (b_k, max_num_pages_per_seq) + window_size_left: Int32 | int | None = None, + window_size_right: Int32 | int | None = None, + learnable_sink: Optional[cute.Tensor] = None, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + aux_tensors: Optional[list] = None, + ): + """Configures and launches the flash attention kernel. + + mQ/mK/mV/mO has same data types(supports fp16 and bf16) and same layout: + (batch_size, seqlen_q, num_head, head_dim):(_, _, _, 1) + """ + + self._check_type( + *( + t.element_type if t is not None else None + for t in (mQ, mK, mV, mO, mLSE, mCuSeqlensQ, mCuSeqlensK, mSeqUsedQ, mSeqUsedK) + ) + ) + + # Assume all strides are divisible by 128 bits except the last stride + # Skip cute.assume() for stride=0 (broadcast dims from expand() are Python ints) + new_stride = lambda t: ( + *( + cute.assume(s, divby=128 // t.element_type.width) + if not isinstance(s, int) or s != 0 + else s + for s in t.stride[:-1] + ), + t.stride[-1], + ) + + mQ, mK, mV, mO = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + for t in (mQ, mK, mV, mO) + ] + QO_layout_transpose = [1, 3, 2, 0] if const_expr(mCuSeqlensQ is None) else [0, 2, 1] + mQ, mO = [utils.select(t, QO_layout_transpose) for t in (mQ, mO)] + KV_layout_transpose = [1, 3, 2, 0] if const_expr(mCuSeqlensK is None) else [0, 2, 1] + mK, mV = [utils.select(t, KV_layout_transpose) for t in (mK, mV)] + LSE_layout_transpose = [2, 1, 0] if const_expr(mCuSeqlensQ is None) else [1, 0] + mLSE = utils.select(mLSE, LSE_layout_transpose) if const_expr(mLSE is not None) else None + + tiled_mma_qk, tiled_mma_pv, tiled_mma_pv_rs = self._get_tiled_mma() + self.num_mma_threads = tiled_mma_qk.size + self.num_threads_per_warp_group = 128 + self.num_mma_warp_groups = self.num_mma_threads // self.num_threads_per_warp_group + self.num_threads = self.num_threads_per_warp_group * (self.num_mma_warp_groups + 1) + self.num_producer_threads = 32 + self.num_Q_load_threads = self.num_mma_threads # If not TMA_Q, MMA threads load Q + self.num_epilogue_threads = self.num_mma_threads + self.num_mma_regs = ( + 256 + if self.num_mma_warp_groups == 1 + else (240 if self.num_mma_warp_groups == 2 else 160) + ) + self.num_producer_regs = ( + 56 if self.num_mma_warp_groups == 1 else (24 if self.num_mma_warp_groups == 2 else 32) + ) + # self.num_mma_regs = 232 + # self.num_producer_regs = 40 + self.use_block_sparsity = cutlass.const_expr(blocksparse_tensors is not None) + + self.use_scheduler_barrier = ( + (self.num_mma_warp_groups >= 2 and self.tile_hdim <= 128) + if const_expr(self.intra_wg_overlap) + else (self.num_mma_warp_groups == 2) + ) + self.use_tma_Q = self.arch >= 90 and not ( + self.pack_gqa and self.tile_m % self.qhead_per_kvhead != 0 + ) + self.use_tma_O = ( + self.arch >= 90 and mCuSeqlensQ is None and mSeqUsedQ is None and not self.pack_gqa + ) + # TODO: rescale_O_before_gemm + self._setup_attributes() + # TODO: we prob don't need most of what's in _setup_attributes + self.sQ_layout, self.sK_layout, self.sV_layout, self.sO_layout = [ + sm90_utils.make_smem_layout(mX.element_type, LayoutEnum.ROW_MAJOR, shape, stage) + for mX, shape, stage in [ + (mQ, (self.tile_m, self.tile_hdim), None), + (mK, (self.tile_n, self.tile_hdim), self.num_stages), + (mV, (self.tile_n, self.tile_hdimv), self.num_stages), + (mO, (self.tile_m, self.tile_hdimv), None), + ] + ] + self.sP_layout = None + if const_expr(not self.mma_pv_is_rs): + self.sP_layout = sm90_utils.make_smem_layout( + mV.dtype, LayoutEnum.ROW_MAJOR, (self.tile_m, self.tile_n) + ) + + SharedStorage = self._get_shared_storage_cls() + + if const_expr(self.pack_gqa): + shape_Q_packed = ( + (self.qhead_per_kvhead, mQ.shape[0]), + mQ.shape[1], + mK.shape[2], + *mQ.shape[3:], + ) + stride_Q_packed = ( + (mQ.stride[2], mQ.stride[0]), + mQ.stride[1], + mQ.stride[2] * self.qhead_per_kvhead, + *mQ.stride[3:], + ) + mQ = cute.make_tensor( + mQ.iterator, cute.make_layout(shape_Q_packed, stride=stride_Q_packed) + ) + shape_O_packed = ( + (self.qhead_per_kvhead, mO.shape[0]), + mK.shape[1], + mK.shape[2], + *mO.shape[3:], + ) + stride_O_packed = ( + (mO.stride[2], mO.stride[0]), + mO.stride[1], + mO.stride[2] * self.qhead_per_kvhead, + *mO.stride[3:], + ) + mO = cute.make_tensor( + mO.iterator, cute.make_layout(shape_O_packed, stride=stride_O_packed) + ) + if const_expr(mLSE is not None): + shape_LSE_packed = ( + (self.qhead_per_kvhead, mLSE.shape[0]), + mK.shape[2], + *mLSE.shape[2:], + ) + stride_LSE_packed = ( + (mLSE.stride[1], mLSE.stride[0]), + mLSE.stride[1] * self.qhead_per_kvhead, + *mLSE.stride[2:], + ) + mLSE = cute.make_tensor( + mLSE.iterator, cute.make_layout(shape_LSE_packed, stride=stride_LSE_packed) + ) + + # TMA + gmem_tiled_copy_Q = cpasync.CopyBulkTensorTileG2SOp() + gmem_tiled_copy_KV = cpasync.CopyBulkTensorTileG2SOp() # Might multicast + gmem_tiled_copy_O = cpasync.CopyBulkTensorTileS2GOp() + self.tma_copy_bytes = { + name: cute.size_in_bytes(mX.element_type, cute.select(layout, mode=[0, 1])) + for name, mX, layout in [ + ("Q", mQ, self.sQ_layout), + ("K", mK, self.sK_layout), + ("V", mV, self.sV_layout), + ] + } + tma_atom_Q, tma_tensor_Q = None, None + if const_expr(self.use_tma_Q): + tma_atom_Q, tma_tensor_Q = cpasync.make_tiled_tma_atom( + gmem_tiled_copy_Q, + mQ, + self.sQ_layout, + (self.tile_m, self.tile_hdim), # No mcast + ) + tma_atom_K, tma_tensor_K = cpasync.make_tiled_tma_atom( + gmem_tiled_copy_KV, + mK, + cute.select(self.sK_layout, mode=[0, 1]), + (self.tile_n, self.tile_hdim), + 1, # No mcast for now + ) + tma_atom_V, tma_tensor_V = cpasync.make_tiled_tma_atom( + gmem_tiled_copy_KV, + mV, + cute.select(self.sV_layout, mode=[0, 1]), + (self.tile_n, self.tile_hdimv), + 1, # No mcast for now + ) + tma_atom_O, tma_tensor_O = None, None + if const_expr(self.use_tma_O): + tma_atom_O, tma_tensor_O = cpasync.make_tiled_tma_atom( + gmem_tiled_copy_O, + mO, + self.sO_layout, + (self.tile_m, self.tile_hdimv), # No mcast + ) + if const_expr(mCuSeqlensQ is not None or mSeqUsedQ is not None): + TileScheduler = SingleTileVarlenScheduler + else: + TileScheduler = ( + SingleTileScheduler + if const_expr(not self.is_causal or self.is_local) + else SingleTileLPTScheduler + ) + tile_sched_args = TileSchedulerArguments( + cute.ceil_div(cute.size(mQ.shape[0]), self.tile_m), + cute.size(mQ.shape[2]), + cute.size(mQ.shape[3]) + if const_expr(mCuSeqlensQ is None) + else cute.size(mCuSeqlensQ.shape[0] - 1), + 1, # num_splits + cute.size(mK.shape[0]), + mQ.shape[1], + mV.shape[1], + total_q=cute.size(mQ.shape[0]) + if const_expr(mCuSeqlensQ is not None) + else cute.size(mQ.shape[0]) * cute.size(mQ.shape[3]), + tile_shape_mn=(self.tile_m, self.tile_n), + mCuSeqlensQ=mCuSeqlensQ, + mSeqUsedQ=mSeqUsedQ, + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + element_size=self.dtype.width // 8, + is_persistent=False, + lpt=self.is_causal or self.is_local, + ) + tile_sched_params = TileScheduler.to_underlying_arguments(tile_sched_args) + grid_dim = TileScheduler.get_grid_shape(tile_sched_params) + LOG2_E = math.log2(math.e) + if const_expr(self.score_mod is None): + softmax_scale_log2 = softmax_scale * LOG2_E + softmax_scale = None + else: + # NB: If a user passes in a score mod, we want to apply the score-mod in the sm_scaled qk + # But in the original base 10. We hijack softmax_scale_log2 to just be the change of base + # and correctly apply the softmax_scale prior to score_mod in the softmax step + softmax_scale_log2 = LOG2_E + softmax_scale = softmax_scale + if const_expr(window_size_left is not None): + window_size_left = Int32(window_size_left) + if const_expr(window_size_right is not None): + window_size_right = Int32(window_size_right) + + fastdiv_mods = None + if const_expr(aux_tensors is not None): + seqlen_q = cute.size(mQ.shape[0]) // ( + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1 + ) + seqlen_k = ( + cute.size(mK.shape[0]) + if const_expr(mPageTable is None) + else mK.shape[0] * mPageTable.shape[1] + ) + seqlen_q_divmod = FastDivmodDivisor(seqlen_q) + seqlen_k_divmod = FastDivmodDivisor(seqlen_k) + fastdiv_mods = (seqlen_q_divmod, seqlen_k_divmod) + + self.kernel( + tma_tensor_Q if const_expr(self.use_tma_Q) else mQ, + tma_tensor_K, + tma_tensor_V, + tma_tensor_O if const_expr(self.use_tma_O) else mO, + mLSE, + mCuSeqlensQ, + mCuSeqlensK, + mSeqUsedQ, + mSeqUsedK, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + tma_atom_O, + softmax_scale_log2, + softmax_scale, + window_size_left, + window_size_right, + learnable_sink, + blocksparse_tensors, + self.sQ_layout, + self.sK_layout, + self.sV_layout, + self.sO_layout, + self.sP_layout, + self.gmem_tiled_copy_Q, + self.gmem_tiled_copy_K, + self.gmem_tiled_copy_V, + self.gmem_tiled_copy_O, + tiled_mma_qk, + tiled_mma_pv, + tiled_mma_pv_rs, + tile_sched_params, + TileScheduler, + SharedStorage, + aux_tensors, + fastdiv_mods, + ).launch( + grid=grid_dim, + block=[self.num_threads, 1, 1], + stream=stream, + min_blocks_per_mp=1, + ) + + @cute.kernel + def kernel( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + mCuSeqlensQ: Optional[cute.Tensor], + mCuSeqlensK: Optional[cute.Tensor], + mSeqUsedQ: Optional[cute.Tensor], + mSeqUsedK: Optional[cute.Tensor], + tma_atom_Q: Optional[cute.CopyAtom], + tma_atom_K: Optional[cute.CopyAtom], + tma_atom_V: Optional[cute.CopyAtom], + tma_atom_O: Optional[cute.CopyAtom], + softmax_scale_log2: Float32, + softmax_scale: Optional[Float32], + window_size_left: Optional[Int32], + window_size_right: Optional[Int32], + learnable_sink: Optional[cute.Tensor], + blocksparse_tensors: Optional[BlockSparseTensors], + sQ_layout: cute.ComposedLayout, + sK_layout: cute.ComposedLayout, + sV_layout: cute.ComposedLayout, + sO_layout: cute.ComposedLayout, + sP_layout: cute.ComposedLayout | None, + gmem_tiled_copy_Q: cute.TiledCopy, + gmem_tiled_copy_K: cute.TiledCopy, + gmem_tiled_copy_V: cute.TiledCopy, + gmem_tiled_copy_O: cute.TiledCopy, + tiled_mma_qk: cute.TiledMma, + tiled_mma_pv: cute.TiledMma, + tiled_mma_pv_rs: cute.TiledMma, + tile_sched_params: ParamsBase, + TileScheduler: cutlass.Constexpr[Callable], + SharedStorage: cutlass.Constexpr[Callable], + aux_tensors=Optional[list[cute.Tensor]], + fastdiv_mods=None, + ): + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx()) + # Prefetch tma descriptor + if warp_idx == 0: + for tma_atom in (tma_atom_Q, tma_atom_K, tma_atom_V, tma_atom_O): + if const_expr(tma_atom is not None): + cpasync.prefetch_descriptor(tma_atom) + + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(SharedStorage) + + # Mbarrier init + mbar_ptr_Q = storage.mbar_ptr.data_ptr() + if warp_idx == 1: + # if tidx < 2: + # # barrierO num threads should be self.num_mma_threads + # cute.arch.mbarrier_init(mbar_ptr_Q + tidx, 1 if tidx == 0 else self.num_mma_threads) + if const_expr(not self.use_tma_Q): + cute.arch.mbarrier_init(mbar_ptr_Q, self.num_Q_load_threads) + # cute.arch.mbarrier_init(mbar_ptr_Q + 1, self.num_mma_threads) + # We rely on pipeline_k and pipeline_v to initialize the mbarrier fence and sync + pipeline_kv_producer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread + ) + pipeline_kv_consumer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, self.num_mma_threads // cute.arch.WARP_SIZE + ) + pipeline_k = pipeline.PipelineTmaAsync.create( + barrier_storage=storage.mbar_ptr_K.data_ptr(), + num_stages=self.num_stages, + producer_group=pipeline_kv_producer_group, + consumer_group=pipeline_kv_consumer_group, + tx_count=self.tma_copy_bytes["K"], + defer_sync=True, + ) + pipeline_v = pipeline.PipelineTmaAsync.create( + barrier_storage=storage.mbar_ptr_V.data_ptr(), + num_stages=self.num_stages, + producer_group=pipeline_kv_producer_group, + consumer_group=pipeline_kv_consumer_group, + tx_count=self.tma_copy_bytes["V"], + defer_sync=False + ) + + # /////////////////////////////////////////////////////////////////////////////// + # Get shared memory buffer + # /////////////////////////////////////////////////////////////////////////////// + sQ = storage.sQ.get_tensor(sQ_layout.outer, swizzle=sQ_layout.inner) + sK = storage.sK.get_tensor(sK_layout.outer, swizzle=sK_layout.inner) + if const_expr(not self.Q_in_regs): + sV = storage.sV.get_tensor(sV_layout.outer, swizzle=sV_layout.inner) + else: + sV = storage.sQ.get_tensor( + sV_layout.outer, swizzle=sV_layout.inner, dtype=mV.element_type + ) + # Transpose view of V to tensor with layout (head_dim_v, tile_n) for tiled mma + sVt = utils.transpose_view(sV) + sP = None + if const_expr(sP_layout is not None): + sP = storage.sP.get_tensor(sP_layout.outer, swizzle=sP_layout.inner) + # reuse sQ's data iterator + sO = storage.sQ.get_tensor(sO_layout.outer, swizzle=sO_layout.inner, dtype=self.dtype) + + block_info = BlockInfo( + self.tile_m, + self.tile_n, + self.is_causal, + self.is_local, + False, # is_split_kv + window_size_left, + window_size_right, + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + ) + SeqlenInfoCls = partial( + SeqlenInfoQK.create, + seqlen_q_static=mQ.shape[0] if const_expr(not self.pack_gqa) else mQ.shape[0][1], + seqlen_k_static=mK.shape[0], + mCuSeqlensQ=mCuSeqlensQ, + mCuSeqlensK=mCuSeqlensK, + mSeqUsedQ=mSeqUsedQ, + mSeqUsedK=mSeqUsedK, + ) + AttentionMaskCls = partial( + AttentionMask, + self.tile_m, + self.tile_n, + window_size_left=window_size_left, + window_size_right=window_size_right, + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + ) + TileSchedulerCls = partial(TileScheduler.create, tile_sched_params) + + if warp_idx < 4: # Producer + cute.arch.warpgroup_reg_dealloc(self.num_producer_regs) + self.load( + mQ, + mK, + mV, + sQ, + sK, + sV, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + pipeline_k, + pipeline_v, + mbar_ptr_Q, + blocksparse_tensors, + block_info, + SeqlenInfoCls, + TileSchedulerCls, + ) + + else: # Consumer + cute.arch.warpgroup_reg_alloc(self.num_mma_regs) + # /////////////////////////////////////////////////////////////////////////////// + # Tile MMA compute thread partitions and allocate accumulators + # /////////////////////////////////////////////////////////////////////////////// + tidx, _, _ = cute.arch.thread_idx() + tidx = tidx - 128 + self.mma( + tiled_mma_qk, + tiled_mma_pv, + tiled_mma_pv_rs, + mQ, + mO, + mLSE, + sQ, + sK, + sVt, + sP, + sO, + learnable_sink, + pipeline_k, + pipeline_v, + mbar_ptr_Q, + gmem_tiled_copy_Q, + gmem_tiled_copy_O, + tma_atom_O, + tidx, + softmax_scale_log2, + softmax_scale, + block_info, + SeqlenInfoCls, + AttentionMaskCls, + TileSchedulerCls, + blocksparse_tensors, + aux_tensors, + fastdiv_mods, + ) + + @cute.jit + def load( + self, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + sQ: cute.Tensor, + sK: cute.Tensor, + sV: cute.Tensor, + tma_atom_Q: cute.CopyAtom, + tma_atom_K: cute.CopyAtom, + tma_atom_V: cute.CopyAtom, + pipeline_k: cutlass.pipeline.PipelineAsync, + pipeline_v: cutlass.pipeline.PipelineAsync, + mbar_ptr_Q: cutlass.Pointer, + blocksparse_tensors: Optional[BlockSparseTensors], + block_info: BlockInfo, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + ): + warp_idx_in_wg = cute.arch.make_warp_uniform(cute.arch.warp_idx()) % 4 + if warp_idx_in_wg == 0: + q_producer_phase = Int32(1) + kv_producer_state = pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Producer, self.num_stages + ) + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + # if work_tile.is_valid_tile: + m_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + mQ_cur = seqlen.offset_batch_Q(mQ, batch_idx, dim=3)[None, None, head_idx] + head_idx_kv = ( + head_idx // self.qhead_per_kvhead if const_expr(not self.pack_gqa) else head_idx + ) + mK_cur = seqlen.offset_batch_K(mK, batch_idx, dim=3)[None, None, head_idx_kv] + mV_cur = seqlen.offset_batch_K(mV, batch_idx, dim=3)[None, None, head_idx_kv] + gK = cute.local_tile(mK_cur, (self.tile_n, self.tile_hdim), (None, 0)) + gV = cute.local_tile(mV_cur, (self.tile_n, self.tile_hdimv), (None, 0)) + if const_expr(self.use_tma_Q): + gQ = cute.local_tile(mQ_cur, (self.tile_m, self.tile_hdim), (m_block, 0)) + load_Q, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_Q, 0, cute.make_layout(1), gQ, sQ, single_stage=True + ) + # TODO: mcast + # TODO check warp_idx if we have 128 producer threads + load_K, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_K, 0, cute.make_layout(1), gK, sK + ) + load_K = copy_utils.tma_producer_copy_fn(load_K, pipeline_k) + load_V, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_V, 0, cute.make_layout(1), gV, sV + ) + load_V = copy_utils.tma_producer_copy_fn(load_V, pipeline_v) + + if const_expr(not self.use_block_sparsity): + n_block_min, n_block_max = block_info.get_n_block_min_max(seqlen, m_block) + # if cute.arch.thread_idx()[0] == 0: + # cute.printf("m_block = %d, n_block_min: %d, n_block_max: %d", m_block, n_block_min, n_block_max) + # First iteration: load both Q & K with the same mbarrier + n_block = n_block_max - 1 + pipeline_k.producer_acquire( + kv_producer_state, + extra_tx_count=self.tma_copy_bytes["Q"] + if const_expr(self.use_tma_Q) + else 0, + ) + if const_expr(self.use_tma_Q): + load_Q(tma_bar_ptr=pipeline_k.producer_get_barrier(kv_producer_state)) + load_K(src_idx=n_block, producer_state=kv_producer_state) + + if const_expr(not self.intra_wg_overlap): + pipeline_v.producer_acquire(kv_producer_state) + load_V(src_idx=n_block, producer_state=kv_producer_state) + kv_producer_state.advance() + for i in cutlass.range(n_block_max - 1 - n_block_min, unroll=1): + n_block = n_block_max - 1 - i - 1 + pipeline_k.producer_acquire(kv_producer_state) + load_K(src_idx=n_block, producer_state=kv_producer_state) + pipeline_v.producer_acquire(kv_producer_state) + load_V(src_idx=n_block, producer_state=kv_producer_state) + kv_producer_state.advance() + else: + for i in cutlass.range(n_block_max - 1 - n_block_min, unroll=1): + n_block_prev = n_block_max - i - 1 + n_block = n_block_prev - 1 + kv_producer_state_prev = kv_producer_state.clone() + kv_producer_state.advance() + pipeline_k.producer_acquire(kv_producer_state) + load_K(src_idx=n_block, producer_state=kv_producer_state) + pipeline_v.producer_acquire(kv_producer_state_prev) + load_V(src_idx=n_block_prev, producer_state=kv_producer_state_prev) + n_block = n_block_min + pipeline_v.producer_acquire(kv_producer_state) + load_V(src_idx=n_block, producer_state=kv_producer_state) + kv_producer_state.advance() + else: + kv_producer_state = produce_block_sparse_loads( + blocksparse_tensors, + batch_idx, + head_idx, + m_block, + kv_producer_state, + load_Q, + load_K, + load_V, + pipeline_k, + pipeline_v, + self.use_tma_Q, + self.tma_copy_bytes["Q"], + self.intra_wg_overlap, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + self.q_subtile_factor if self.q_subtile_factor is not None else 1, + ) + + tile_scheduler.prefetch_next_work() + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + # End of persistent scheduler loop + + @cute.jit + def mma( + self, + tiled_mma_qk: cute.TiledMma, + tiled_mma_pv: cute.TiledMma, + tiled_mma_pv_rs: cute.TiledMma, + # softmax: Softmax, + # acc_O: cute.Tensor, + mQ: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + sQ: cute.Tensor, + sK: cute.Tensor, + sVt: cute.Tensor, + sP: Optional[cute.Tensor], + sO: cute.Tensor, + learnable_sink: Optional[cute.Tensor], + pipeline_k: cutlass.pipeline.PipelineAsync, + pipeline_v: cutlass.pipeline.PipelineAsync, + mbar_ptr_Q: cutlass.Pointer, + gmem_tiled_copy_Q: cute.TiledCopy, + gmem_tiled_copy_O: cute.TiledCopy, + tma_atom_O: Optional[cute.CopyAtom], + tidx: Int32, + softmax_scale_log2: Float32, + softmax_scale: Optional[Float32], + block_info: BlockInfo, + SeqlenInfoCls: Callable, + AttentionMaskCls: Callable, + TileSchedulerCls: Callable, + blocksparse_tensors: Optional[BlockSparseTensors], + aux_tensors: Optional[list], + fastdiv_mods=None, + ): + warp_group_idx = cute.arch.make_warp_uniform(tidx // self.num_threads_per_warp_group) + warp_group_thread_layout = cute.make_layout( + self.num_mma_warp_groups, stride=self.num_threads_per_warp_group + ) + thr_mma_qk = tiled_mma_qk.get_slice(tidx) + wg_mma_qk = tiled_mma_qk.get_slice(warp_group_thread_layout(warp_group_idx)) + wg_mma_pv = tiled_mma_pv.get_slice(warp_group_thread_layout(warp_group_idx)) + tSrQ = tiled_mma_qk.make_fragment_A(wg_mma_qk.partition_A(sQ)) + tSrK = tiled_mma_qk.make_fragment_B(wg_mma_qk.partition_B(sK)) + if const_expr(self.mma_pv_is_rs): + acc_S_shape = tiled_mma_qk.partition_shape_C((self.tile_m, self.tile_n)) + tOrP = cute.make_fragment( + utils.convert_layout_acc_frgA(cute.make_layout(acc_S_shape)), self.dtype + ) + else: + tOrP = tiled_mma_pv.make_fragment_A(wg_mma_pv.partition_A(sP)) + tOrVt = tiled_mma_pv.make_fragment_B(wg_mma_pv.partition_B(sVt)) + + # /////////////////////////////////////////////////////////////////////////////// + # Smem copy atom tiling + # /////////////////////////////////////////////////////////////////////////////// + smem_copy_atom_P = utils.get_smem_store_atom(self.arch, self.dtype) + smem_thr_copy_P = cute.make_tiled_copy_C(smem_copy_atom_P, tiled_mma_qk).get_slice(tidx) + # tPsP = smem_thr_copy_P.partition_D(sP_pi) if const_expr(sP_pi is not None) else None + tPsP = smem_thr_copy_P.partition_D(sP) if const_expr(sP is not None) else None + # if cute.arch.thread_idx()[0] == 0: + # cute.printf(sP_pi.layout, sP_pi.iterator) + # cute.printf(sP.layout, sP.iterator) + # cute.printf(tPsP.layout, tPsP.iterator) + + self.mma_init() + + acc_shape_O = tiled_mma_pv.partition_shape_C((self.tile_m, self.tile_hdimv)) + acc_O = cute.make_fragment(acc_shape_O, Float32) + smem_copy_params = SimpleNamespace(smem_thr_copy_P=smem_thr_copy_P, tPsP=tPsP) + + mma_qk_fn = partial( + sm90_utils.gemm_zero_init, tiled_mma_qk, (self.tile_m, self.tile_n), tSrQ, tSrK + ) + mma_pv_fn = partial(sm90_utils.gemm_w_idx, tiled_mma_pv, acc_O, tOrP, tOrVt) + + mma_one_n_block_all = partial( + self.mma_one_n_block_intrawg_overlap + if const_expr(self.intra_wg_overlap) + else self.mma_one_n_block, + mma_qk_fn=mma_qk_fn, + tiled_mma_pv_rs=tiled_mma_pv_rs, + pipeline_k=pipeline_k, + pipeline_v=pipeline_v, + acc_O=acc_O, + tOrP=tOrP, + smem_copy_params=smem_copy_params, + check_inf=True, + ) + + q_consumer_phase = Int32(0) + kv_consumer_state = pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, self.num_stages + ) + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + softmax = Softmax.create( + softmax_scale_log2, + num_rows=acc_O.shape[0][0] * acc_O.shape[1], + softmax_scale=softmax_scale, + ) + + process_first_half_block = partial( + self.first_half_block_overlap, + mma_qk_fn=mma_qk_fn, + pipeline_k=pipeline_k, + tOrP=tOrP, + smem_copy_params=smem_copy_params, + softmax=softmax, + ) + process_last_half_block = partial( + self.last_half_block_overlap, + pipeline_v=pipeline_v, + mma_pv_fn=mma_pv_fn, + ) + while work_tile.is_valid_tile: + # if work_tile.is_valid_tile: + + # shape: (atom_v_m * rest_m) + m_block, head_idx, batch_idx, _ = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + + # Recompute fastdiv_mods if necessary for varlen with aux_tensors + recompute_fastdiv_mods_q = cutlass.const_expr( + aux_tensors is not None and (seqlen.has_cu_seqlens_q or seqlen.has_seqused_q) + ) + recompute_fastdiv_mods_k = cutlass.const_expr( + aux_tensors is not None and (seqlen.has_cu_seqlens_k or seqlen.has_seqused_k) + ) + if cutlass.const_expr(fastdiv_mods is not None): + seqlen_q_divmod, seqlen_k_divmod = fastdiv_mods + fastdiv_mods = ( + seqlen_q_divmod + if not recompute_fastdiv_mods_q + else FastDivmodDivisor(seqlen.seqlen_q), + seqlen_k_divmod + if not recompute_fastdiv_mods_k + else FastDivmodDivisor(seqlen.seqlen_k), + ) + + mask = AttentionMaskCls(seqlen) + mask_fn = partial( + mask.apply_mask, + batch_idx=batch_idx, + head_idx=head_idx, + m_block=m_block, + thr_mma=thr_mma_qk, + mask_causal=self.is_causal, + mask_local=self.is_local, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + score_mod_fn = None + if const_expr(self.score_mod is not None): + score_mod_fn = partial( + self.apply_score_mod, + thr_mma_qk, + batch_idx, + head_idx, + m_block, + softmax_scale=softmax_scale, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + ) + mma_one_n_block = partial( + mma_one_n_block_all, + seqlen=seqlen, + softmax=softmax, + score_mod_fn=score_mod_fn, + ) + # Load Q if not TMA_Q + if const_expr(not self.use_tma_Q): + pack_gqa = PackGQA( + self.tile_m, self.tile_hdim, self.check_hdim_oob, self.qhead_per_kvhead + ) + mQ_cur = seqlen.offset_batch_Q(mQ, batch_idx, dim=3)[None, None, head_idx] + # gmem_thr_copy_Q = gmem_tiled_copy_Q.get_slice(tidx) + # gQ = cute.local_tile(mQ_cur, (self.tile_m, self.tile_hdim), (m_block, 0)) + # self.load_Q(gmem_thr_copy_Q, gQ, sQ, m_block, seqlen=seqlen.seqlen_q, + # headdim=mQ.shape[1]) + pack_gqa.load_Q(mQ_cur, sQ, gmem_tiled_copy_Q, tidx, m_block, seqlen.seqlen_q) + cute.arch.cp_async_mbarrier_arrive_noinc(mbar_ptr_Q) + + n_block_min, n_block_max = block_info.get_n_block_min_max(seqlen, m_block) + if const_expr(not self.use_tma_Q): + cute.arch.mbarrier_wait(mbar_ptr_Q, phase=q_consumer_phase) + q_consumer_phase ^= 1 + # For performance reason, we separate out two kinds of iterations: + # those that need masking on S, and those that don't. + # We need masking on S for the very last block when K and V has length not multiple of tile_n. + # We also need masking on S if it's causal, for the last several blocks. + # softmax.reset() # Don't need reset as we explicitly call softmax w is_first=True + O_should_accumulate = False + + # ========================================== + # MAINLOOP + # ========================================== + if const_expr(not self.use_block_sparsity): + # ========================================== + # No block-sparsity (original path) + # ========================================== + # First iteration with seqlen masking + if const_expr(self.intra_wg_overlap): + kv_consumer_state = process_first_half_block( + n_block=n_block_max - 1, + seqlen=seqlen, + kv_consumer_state=kv_consumer_state, + mask_fn=partial(mask_fn, mask_mod=self.mask_mod), + score_mod_fn=score_mod_fn, + is_first_block=True, + ) + # Need to initialize tOrO in the case of RescaleOBeforeGemm where we will scale tOrO even in the 1st iter + # acc_O.fill(0.0) + else: + self.warp_scheduler_barrier_sync() + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=n_block_max - 1, + seqlen=seqlen, + mma_pv_fn=partial(mma_pv_fn, zero_init=True), + is_first_n_block=True, + mask_fn=partial(mask_fn, mask_mod=self.mask_mod, mask_seqlen=True), + ) + O_should_accumulate = True + # if cute.arch.thread_idx()[0] == 128: cute.printf("m_block = {}, n_block_max = {}, n_block_min = {}", m_block, n_block_max, n_block_min) + n_block_max -= 1 + # Next couple of iterations with causal masking + if const_expr(self.is_causal or self.is_local): + n_block_min_causal_local_mask = block_info.get_n_block_min_causal_local_mask( + seqlen, m_block, n_block_min + ) + # if cute.arch.thread_idx()[0] == 128: cute.printf("n_block_min_causal_local_mask = {}", n_block_min_causal_local_mask) + for n_tile in cutlass.range( + n_block_max - n_block_min_causal_local_mask, unroll=1 + ): + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=n_block_max - 1 - n_tile, + seqlen=seqlen, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=self.mask_mod, mask_seqlen=False), + ) + O_should_accumulate = True + n_block_max = cutlass.min(n_block_max, n_block_min_causal_local_mask) + # The remaining iterations have no masking + n_block_min_before_local_mask = block_info.get_n_block_min_before_local_mask( + seqlen, m_block, n_block_min + ) + # if cute.arch.thread_idx()[0] == 128: cute.printf("n_block_min_before_local_mask = {}, n_block_min = {}", n_block_min_before_local_mask, n_block_min) + for n_tile in cutlass.range(n_block_max - n_block_min_before_local_mask, unroll=1): + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=n_block_max - 1 - n_tile, + seqlen=seqlen, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=self.mask_mod, mask_seqlen=False), + ) + O_should_accumulate = True + # Separate iterations with local masking on the left + if const_expr(self.is_local and block_info.window_size_left is not None): + n_block_max = cutlass.min(n_block_max, n_block_min_before_local_mask) + for n_tile in cutlass.range(n_block_max - n_block_min, unroll=1): + kv_consumer_state = mma_one_n_block( + kv_consumer_state, + n_block=n_block_max - 1 - n_tile, + seqlen=seqlen, + mma_pv_fn=partial(mma_pv_fn, zero_init=not O_should_accumulate), + mask_fn=partial(mask_fn, mask_mod=self.mask_mod, mask_seqlen=False), + ) + O_should_accumulate = True + # Last "half" iteration + if const_expr(self.intra_wg_overlap): + kv_consumer_state = process_last_half_block( + kv_consumer_state=kv_consumer_state, + zero_init=not O_should_accumulate, + ) + O_should_accumulate = True + else: + self.warp_scheduler_barrier_arrive() + + else: + # ========================================== + # Block sparsity + # ========================================== + kv_consumer_state, O_should_accumulate, processed_any = consume_block_sparse_loads( + blocksparse_tensors, + batch_idx, + head_idx, + m_block, + seqlen, + kv_consumer_state, + mma_pv_fn, + mma_one_n_block, + process_first_half_block, + process_last_half_block, + mask_fn, + score_mod_fn, + O_should_accumulate, + self.mask_mod, + fastdiv_mods, + self.intra_wg_overlap, + self.warp_scheduler_barrier_sync, + self.warp_scheduler_barrier_arrive, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + self.q_subtile_factor if self.q_subtile_factor is not None else 1, + ) + + # Handle empty case (when no blocks to process) + if not processed_any: + softmax.reset() + acc_O.fill(0.0) + + sink_val = None + if const_expr(learnable_sink is not None): + if const_expr(not self.pack_gqa): + sink_val = Float32(learnable_sink[head_idx]) + else: # Each thread might have a different sink value due to different q_head + sink_val = cute.make_fragment_like(softmax.row_max, Float32) + cS = cute.make_identity_tensor((self.tile_m, self.tile_n)) + tScS_mn = utils.make_acc_tensor_mn_view(thr_mma_qk.partition_C(cS)) + for r in cutlass.range(cute.size(sink_val), unroll_full=True): + row = m_block * self.tile_m + tScS_mn[r][0] + q_head_idx = row % self.qhead_per_kvhead + head_idx * self.qhead_per_kvhead + sink_val[r] = Float32(learnable_sink[q_head_idx]) + + # normalize acc_O by row_sum and calculate the lse + row_scale = softmax.finalize(sink_val=sink_val) + softmax.rescale_O(acc_O, row_scale) + + # /////////////////////////////////////////////////////////////////////////////// + # Epilogue + # /////////////////////////////////////////////////////////////////////////////// + self.epilogue( + acc_O, + softmax.row_sum, + mO, + mLSE, + sO, + seqlen, + gmem_tiled_copy_O, + tma_atom_O, + tiled_mma_pv, + tidx, + m_block, + head_idx, + batch_idx, + ) + + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + + @cute.jit + def first_half_block_overlap( + self, + n_block: Int32, + mma_qk_fn: Callable, + kv_consumer_state, + pipeline_k, + tOrP: cute.Tensor, + smem_copy_params: SimpleNamespace, + softmax: Softmax, + seqlen: SeqlenInfoQK, + mask_fn: Callable = None, + score_mod_fn: Optional[Callable] = None, + is_first_block: bool = False, + ): + """Processes the first half block when using intra-warpgroup-overlap""" + + pipeline_k.consumer_wait(kv_consumer_state, pipeline_k.consumer_try_wait(kv_consumer_state)) + acc_S = mma_qk_fn(B_idx=kv_consumer_state.index, wg_wait=0) + pipeline_k.consumer_release(kv_consumer_state) + + # Apply score modification if present + if const_expr(score_mod_fn is not None): + score_mod_fn(acc_S, n_block=n_block, seqlen=seqlen) + + # Apply mask; mask_seqlen always True for first block + # Caveat: if full block further right than mask block, seqlen masking is redundant; + # however, masking is being applied anyway, so essentially no perf hit + mask_fn(acc_S, n_block=n_block, mask_seqlen=True) + + softmax.online_softmax(acc_S, is_first=is_first_block) + + tOrP_acc = cute.make_tensor(acc_S.iterator, utils.convert_layout_acc_frgA(acc_S.layout)) + tOrP_cur = ( + tOrP if const_expr(self.mma_pv_is_rs) else cute.make_fragment_like(tOrP_acc, self.dtype) + ) + tOrP_cur.store(tOrP_acc.load().to(self.dtype)) + + # if pv gemm not rs + if const_expr(not self.mma_pv_is_rs): + tPrP = smem_copy_params.smem_thr_copy_P.retile(tOrP_cur) + cute.copy(smem_copy_params.smem_thr_copy_P, tPrP, smem_copy_params.tPsP) + # Fence and barrier to make smem store visible to WGMMA + cute.arch.fence_proxy( + cute.arch.ProxyKind.async_shared, space=cute.arch.SharedSpace.shared_cta + ) + cute.arch.sync_warp() + + return kv_consumer_state + + @cute.jit + def last_half_block_overlap( + self, + kv_consumer_state, + pipeline_v, + mma_pv_fn: Callable, + zero_init: bool, + ): + """Processes the final PV GEMM when using intra-warpgroup-overlap""" + + pipeline_v.consumer_wait(kv_consumer_state, pipeline_v.consumer_try_wait(kv_consumer_state)) + mma_pv_fn(B_idx=kv_consumer_state.index, zero_init=zero_init, wg_wait=0) + pipeline_v.consumer_release(kv_consumer_state) + kv_consumer_state.advance() + return kv_consumer_state + + @cute.jit + def mma_one_n_block( + self, + smem_pipe_read: cutlass.pipeline.PipelineState | pipeline.PipelineStateSimple, + n_block: Int32, + mma_qk_fn: Callable, + mma_pv_fn: Callable, + tiled_mma_pv_rs: cute.TiledMma, + pipeline_k: cutlass.pipeline.PipelineAsync, + pipeline_v: cutlass.pipeline.PipelineAsync, + acc_O: cute.Tensor, + tOrP: cute.Tensor, + smem_copy_params: SimpleNamespace, + softmax: Softmax, + seqlen: SeqlenInfoQK, + score_mod_fn: Optional[Callable] = None, + mask_fn: Optional[Callable] = None, + is_first_n_block: cutlass.Constexpr = False, + check_inf: cutlass.Constexpr = True, + ): + pipeline_k.consumer_wait(smem_pipe_read, pipeline_k.consumer_try_wait(smem_pipe_read)) + # S = Q @ K.T + acc_S = mma_qk_fn(B_idx=smem_pipe_read.index, wg_wait=-1) + self.warp_scheduler_barrier_arrive() + warpgroup.wait_group(0) + pipeline_k.consumer_release(smem_pipe_read) + + # handle score mods and masking + if const_expr(score_mod_fn is not None): + score_mod_fn(acc_S, n_block=n_block, seqlen=seqlen) + if const_expr(mask_fn is not None): + mask_fn(acc_S=acc_S, n_block=n_block) + + row_scale = softmax.online_softmax(acc_S, is_first=is_first_n_block, check_inf=check_inf) + # if cute.arch.thread_idx()[0] == 0: cute.print_tensor(utils.make_acc_tensor_mn_view(acc_S)) + tOrP_acc = cute.make_tensor(acc_S.iterator, utils.convert_layout_acc_frgA(acc_S.layout)) + tOrP_cur = ( + tOrP if const_expr(self.mma_pv_is_rs) else cute.make_fragment_like(tOrP_acc, self.dtype) + ) + # tOrP.store(tOrP_acc.load().to(self.dtype)) + # the "to(self.dtype)" conversion fails to vectorize for block sizes other + # than 128 x 128, i.e. it calls convert on 1 fp32 element at a time instead of + # 2 elements. So we just call ptx directly. + utils.cvt_f16(tOrP_acc, tOrP_cur) + if const_expr(not self.mma_pv_is_rs): + tPrP = smem_copy_params.smem_thr_copy_P.retile(tOrP_cur) + cute.copy(smem_copy_params.smem_thr_copy_P, tPrP, smem_copy_params.tPsP) + softmax.rescale_O(acc_O, row_scale) + if const_expr(not self.mma_pv_is_rs): + # Fence and barrier to make sure smem store is visible to WGMMA + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.sync_warp() # Only need syncwarp since each warp is using its own P values for MmaPV + pipeline_v.consumer_wait(smem_pipe_read, pipeline_v.consumer_try_wait(smem_pipe_read)) + self.warp_scheduler_barrier_sync() + # O += P @ V + mma_pv_fn(B_idx=smem_pipe_read.index, wg_wait=0) + pipeline_v.consumer_release(smem_pipe_read) + smem_pipe_read.advance() + return smem_pipe_read + + @cute.jit + def mma_one_n_block_intrawg_overlap( + self, + smem_pipe_read: cutlass.pipeline.PipelineState | pipeline.PipelineStateSimple, + n_block: Int32, + mma_qk_fn: Callable, + mma_pv_fn: Callable, + tiled_mma_pv_rs: cute.TiledMma, + pipeline_k: cutlass.pipeline.PipelineAsync, + pipeline_v: cutlass.pipeline.PipelineAsync, + acc_O: cute.Tensor, + tOrP: cute.Tensor, + smem_copy_params: SimpleNamespace, + softmax: Softmax, + seqlen: SeqlenInfoQK, + score_mod_fn: Optional[Callable] = None, + mask_fn: Optional[Callable] = None, + check_inf: cutlass.Constexpr = True, + ): + smem_pipe_read_v = smem_pipe_read.clone() + smem_pipe_read.advance() + pipeline_k.consumer_wait(smem_pipe_read, pipeline_k.consumer_try_wait(smem_pipe_read)) + self.warp_scheduler_barrier_sync() + # S = Q @ K.T + acc_S = mma_qk_fn(B_idx=smem_pipe_read.index, wg_wait=-1) + pipeline_v.consumer_wait(smem_pipe_read_v, pipeline_v.consumer_try_wait(smem_pipe_read_v)) + # O += P @ V + mma_pv_fn(B_idx=smem_pipe_read_v.index, wg_wait=-1) + self.warp_scheduler_barrier_arrive() + warpgroup.wait_group(1) + pipeline_k.consumer_release(smem_pipe_read) + + # handle score mods and masking + if const_expr(score_mod_fn is not None): + score_mod_fn(acc_S, n_block=n_block, seqlen=seqlen) + if const_expr(mask_fn is not None): + mask_fn(acc_S=acc_S, n_block=n_block) + # if cute.arch.thread_idx()[0] == 128: cute.print_tensor(utils.make_acc_tensor_mn_view(acc_S)) + + row_scale = softmax.online_softmax(acc_S, check_inf=check_inf) + warpgroup.wait_group(0) + pipeline_v.consumer_release(smem_pipe_read_v) + tOrP_acc = cute.make_tensor(acc_S.iterator, utils.convert_layout_acc_frgA(acc_S.layout)) + tOrP_cur = ( + tOrP if const_expr(self.mma_pv_is_rs) else cute.make_fragment_like(tOrP_acc, self.dtype) + ) + # tOrP_cur.store(tOrP_acc.load().to(self.dtype)) + # the "to(self.dtype)" conversion fails to vectorize for block sizes other + # than 128 x 128, i.e. it calls convert on 1 fp32 element at a time instead of + # 2 elements. So we just call ptx directly. + utils.cvt_f16(tOrP_acc, tOrP_cur) + if const_expr(not self.mma_pv_is_rs): + tPrP = smem_copy_params.smem_thr_copy_P.retile(tOrP_cur) + cute.copy(smem_copy_params.smem_thr_copy_P, tPrP, smem_copy_params.tPsP) + softmax.rescale_O(acc_O, row_scale) + if const_expr(not self.mma_pv_is_rs): + # Fence and barrier to make sure smem store is visible to WGMMA + cute.arch.fence_proxy(ProxyKind.async_shared, space=SharedSpace.shared_cta) + cute.arch.sync_warp() # Only need syncwarp since each warp is using its own P values for MmaPV + return smem_pipe_read + + @cute.jit + def mma_init(self): + warp_group_idx = utils.canonical_warp_group_idx(sync=False) + if const_expr(self.use_scheduler_barrier): + if warp_group_idx == 1: + cute.arch.barrier_arrive( + barrier_id=int(NamedBarrierFwd.WarpSchedulerWG1), + number_of_threads=2 * self.num_threads_per_warp_group, + ) + + @cute.jit + def apply_score_mod( + self, + thr_mma_qk, + batch_idx, + head_idx, + m_block, + acc_S, + n_block, + softmax_scale, + seqlen, + aux_tensors: Optional[list] = None, + fastdiv_mods=None, + ): + # Prepare index tensor + cS = cute.make_identity_tensor((self.tile_m, self.tile_n)) + cS = cute.domain_offset((m_block * self.tile_m, n_block * self.tile_n), cS) + tScS = thr_mma_qk.partition_C(cS) + + apply_score_mod_inner( + acc_S, + tScS, + self.score_mod, + batch_idx, + head_idx, + softmax_scale, + self.vec_size, + self.qk_acc_dtype, + aux_tensors, + fastdiv_mods, + seqlen_info=seqlen, + constant_q_idx=None, + qhead_per_kvhead=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + ) + + def warp_scheduler_barrier_sync(self): + if const_expr(self.use_scheduler_barrier): + cute.arch.barrier( + barrier_id=int(NamedBarrierFwd.WarpSchedulerWG1) + - 1 + + utils.canonical_warp_group_idx(sync=False), + number_of_threads=2 * self.num_threads_per_warp_group, + ) + + def warp_scheduler_barrier_arrive(self): + if const_expr(self.use_scheduler_barrier): + assert self.num_mma_warp_groups in [2, 3] + cur_wg = utils.canonical_warp_group_idx(sync=False) - 1 + if const_expr(self.num_mma_warp_groups == 2): + next_wg = 1 - cur_wg + else: + t = cur_wg + 1 + next_wg = t % self.num_mma_warp_groups + cute.arch.barrier_arrive( + barrier_id=int(NamedBarrierFwd.WarpSchedulerWG1) + next_wg, + number_of_threads=2 * self.num_threads_per_warp_group, + ) diff --git a/kernel/deps/flash_attn/cute/flash_fwd_combine.py b/kernel/deps/flash_attn/cute/flash_fwd_combine.py new file mode 100644 index 0000000000000000000000000000000000000000..f97e127175d11fc322e6ac2b2dbe688f692c3159 --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_fwd_combine.py @@ -0,0 +1,704 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. +# A reimplementation of https://github.com/Dao-AILab/flash-attention/blob/main/hopper/flash_fwd_combine_kernel.h +# from Cutlass C++ to Cute-DSL. +import math +import operator +from typing import Type, Optional +from functools import partial + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +from cutlass.cute.nvgpu import cpasync +from cutlass import Float32, Int32, const_expr + +from flash_attn.cute import utils +from flash_attn.cute.seqlen_info import SeqlenInfo +from cutlass.cute import FastDivmodDivisor + + +class FlashAttentionForwardCombine: + def __init__( + self, + dtype: Type[cutlass.Numeric], + dtype_partial: Type[cutlass.Numeric], + head_dim: int, + m_block_size: int = 8, + k_block_size: int = 64, + log_max_splits: int = 4, + num_threads: int = 256, + stages: int = 4, + ): + """ + Forward combine kernel for split attention computation. + + :param dtype: output data type + :param dtype_partial: partial accumulation data type + :param head_dim: head dimension + :param m_block_size: m block size + :param k_block_size: k block size + :param log_max_splits: log2 of maximum splits + :param num_threads: number of threads + :param varlen: whether using variable length sequences + :param stages: number of pipeline stages + """ + self.dtype = dtype + self.dtype_partial = dtype_partial + self.head_dim = head_dim + self.m_block_size = m_block_size + self.k_block_size = k_block_size + self.max_splits = 1 << log_max_splits + self.num_threads = num_threads + self.is_even_k = head_dim % k_block_size == 0 + self.stages = stages + + @staticmethod + def can_implement( + dtype, + dtype_partial, + head_dim, + m_block_size, + k_block_size, + log_max_splits, + num_threads, + ) -> bool: + """Check if the kernel can be implemented with the given parameters.""" + if dtype not in [cutlass.Float16, cutlass.BFloat16, cutlass.Float32]: + return False + if dtype_partial not in [cutlass.Float16, cutlass.BFloat16, Float32]: + return False + if head_dim % 8 != 0: + return False + if num_threads % 32 != 0: + return False + if m_block_size % 8 != 0: + return False + max_splits = 1 << log_max_splits + if max_splits > 256: + return False + if (m_block_size * max_splits) % num_threads != 0: + return False + return True + + def _setup_attributes(self): + # GMEM copy setup for O partial + universal_copy_bits = 128 + async_copy_elems = universal_copy_bits // self.dtype_partial.width + assert self.k_block_size % async_copy_elems == 0 + + k_block_gmem = ( + 128 if self.k_block_size % 128 == 0 else (64 if self.k_block_size % 64 == 0 else 32) + ) + gmem_threads_per_row = k_block_gmem // async_copy_elems + assert self.num_threads % gmem_threads_per_row == 0 + + # Async copy atom for O partial load + atom_async_copy_partial = cute.make_copy_atom( + cpasync.CopyG2SOp(cache_mode=cpasync.LoadCacheMode.GLOBAL), + self.dtype_partial, + num_bits_per_copy=universal_copy_bits, + ) + tOpartial_layout = cute.make_ordered_layout( + (self.num_threads // gmem_threads_per_row, gmem_threads_per_row), + order=(1, 0), + ) + vOpartial_layout = cute.make_layout((1, async_copy_elems)) # 4 vals per load + self.gmem_tiled_copy_O_partial = cute.make_tiled_copy_tv( + atom_async_copy_partial, tOpartial_layout, vOpartial_layout + ) + + # GMEM copy setup for final O (use universal copy for store) + atom_universal_copy = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + self.dtype, + num_bits_per_copy=async_copy_elems * self.dtype.width, + ) + self.gmem_tiled_copy_O = cute.make_tiled_copy_tv( + atom_universal_copy, + tOpartial_layout, + vOpartial_layout, # 4 vals per store + ) + + # LSE copy setup with async copy (alignment = 1) + lse_copy_bits = Float32.width # 1 element per copy, width is in bits + m_block_smem = ( + 128 + if self.m_block_size % 128 == 0 + else ( + 64 + if self.m_block_size % 64 == 0 + else ( + 32 + if self.m_block_size % 32 == 0 + else (16 if self.m_block_size % 16 == 0 else 8) + ) + ) + ) + gmem_threads_per_row_lse = m_block_smem + assert self.num_threads % gmem_threads_per_row_lse == 0 + + # Async copy atom for LSE load + atom_async_copy_lse = cute.make_copy_atom( + cpasync.CopyG2SOp(cache_mode=cpasync.LoadCacheMode.ALWAYS), + Float32, + num_bits_per_copy=lse_copy_bits, + ) + tLSE_layout = cute.make_ordered_layout( + (self.num_threads // gmem_threads_per_row_lse, gmem_threads_per_row_lse), + order=(1, 0), + ) + vLSE_layout = cute.make_layout(1) + self.gmem_tiled_copy_LSE = cute.make_tiled_copy_tv( + atom_async_copy_lse, tLSE_layout, vLSE_layout + ) + + # /////////////////////////////////////////////////////////////////////////////// + # Shared memory + # /////////////////////////////////////////////////////////////////////////////// + + # Shared memory to register copy for LSE + self.smem_threads_per_col_lse = self.num_threads // m_block_smem + assert 32 % self.smem_threads_per_col_lse == 0 # Must divide warp size + + s2r_layout_atom_lse = cute.make_ordered_layout( + (self.smem_threads_per_col_lse, self.num_threads // self.smem_threads_per_col_lse), + order=(0, 1), + ) + self.s2r_tiled_copy_LSE = cute.make_tiled_copy_tv( + cute.make_copy_atom(cute.nvgpu.CopyUniversalOp(), Float32), + s2r_layout_atom_lse, + cute.make_layout(1), + ) + + # LSE shared memory layout with swizzling to avoid bank conflicts + # This works for kBlockMSmem = 8, 16, 32, 64, 128, no bank conflicts + if const_expr(m_block_smem == 8): + smem_lse_swizzle = cute.make_swizzle(5, 0, 5) + elif const_expr(m_block_smem == 16): + smem_lse_swizzle = cute.make_swizzle(4, 0, 4) + else: + smem_lse_swizzle = cute.make_swizzle(3, 2, 3) + smem_layout_atom_lse = cute.make_composed_layout( + smem_lse_swizzle, 0, cute.make_ordered_layout((8, m_block_smem), order=(1, 0)) + ) + self.smem_layout_lse = cute.tile_to_shape( + smem_layout_atom_lse, (self.max_splits, self.m_block_size), (0, 1) + ) + + # O partial shared memory layout (simple layout for pipeline stages) + self.smem_layout_o = cute.make_ordered_layout( + (self.m_block_size, self.k_block_size, self.stages), order=(1, 0, 2) + ) + + @cute.jit + def __call__( + self, + mO_partial: cute.Tensor, + mLSE_partial: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor] = None, + cu_seqlens: Optional[cute.Tensor] = None, + seqused: Optional[cute.Tensor] = None, + num_splits_dynamic_ptr: Optional[cute.Tensor] = None, + semaphore_to_reset: Optional[cute.Tensor] = None, + stream: cuda.CUstream = None, + ): + # Type checking + if const_expr(not (mO_partial.element_type == self.dtype_partial)): + raise TypeError("O partial tensor must match dtype_partial") + if const_expr(not (mO.element_type == self.dtype)): + raise TypeError("O tensor must match dtype") + if const_expr(mLSE_partial.element_type not in [Float32]): + raise TypeError("LSE partial tensor must be Float32") + if const_expr(mLSE is not None and mLSE.element_type not in [Float32]): + raise TypeError("LSE tensor must be Float32") + + # Shape validation - input tensors are in user format, need to be converted to kernel format + if const_expr(len(mO_partial.shape) not in [4, 5]): + raise ValueError( + "O partial tensor must have 4 or 5 dimensions: (num_splits, batch, seqlen, nheads, headdim) or (num_splits, total_q, nheads, headdim)" + ) + if const_expr(len(mLSE_partial.shape) not in [3, 4]): + raise ValueError( + "LSE partial tensor must have 3 or 4 dimensions: (num_splits, batch, seqlen, nheads) or (num_splits, total_q, nheads)" + ) + if const_expr(len(mO.shape) not in [3, 4]): + raise ValueError( + "O tensor must have 3 or 4 dimensions: (batch, seqlen, nheads, headdim) or (total_q, nheads, headdim)" + ) + if const_expr(mLSE is not None and len(mLSE.shape) not in [2, 3]): + raise ValueError( + "LSE tensor must have 2 or 3 dimensions: (batch, seqlen, nheads) or (total_q, nheads)" + ) + + # Assume all strides are divisible by 128 bits except the last stride + new_stride = lambda t: ( + *(cute.assume(s, divby=128 // t.element_type.width) for s in t.stride[:-1]), + t.stride[-1], + ) + mO_partial, mO = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + for t in (mO_partial, mO) + ] + # (num_splits, b, seqlen, h, d) -> (seqlen, d, num_splits, h, b) + # or (num_splits, total_q, h, d) -> (total_q, d, num_splits, h) + O_partial_layout_transpose = ( + [2, 4, 0, 3, 1] if const_expr(cu_seqlens is None) else [1, 3, 0, 2] + ) + # (b, seqlen, h, d) -> (seqlen, d, h, b) or (total_q, h, d) -> (total_q, d, h) + mO_partial = cute.make_tensor( + mO_partial.iterator, cute.select(mO_partial.layout, mode=O_partial_layout_transpose) + ) + O_layout_transpose = [1, 3, 2, 0] if const_expr(cu_seqlens is None) else [0, 2, 1] + mO = cute.make_tensor(mO.iterator, cute.select(mO.layout, mode=O_layout_transpose)) + # (num_splits, b, seqlen, h) -> (seqlen, num_splits, h, b) + # or (num_splits, total_q, h) -> (total_q, num_splits, h) + LSE_partial_layout_transpose = [2, 0, 3, 1] if const_expr(cu_seqlens is None) else [1, 0, 2] + mLSE_partial = cute.make_tensor( + mLSE_partial.iterator, + cute.select(mLSE_partial.layout, mode=LSE_partial_layout_transpose), + ) + # (b, seqlen, h) -> (seqlen, h, b) or (total_q, h) -> (total_q, h) + LSE_layout_transpose = [1, 2, 0] if const_expr(cu_seqlens is None) else [0, 1] + mLSE = ( + cute.make_tensor(mLSE.iterator, cute.select(mLSE.layout, mode=LSE_layout_transpose)) + if mLSE is not None + else None + ) + + # Determine if we have variable length sequences + varlen = const_expr(cu_seqlens is not None or seqused is not None) + + self._setup_attributes() + + @cute.struct + class SharedStorage: + sLSE: cute.struct.Align[ + cute.struct.MemRange[Float32, cute.cosize(self.smem_layout_lse)], 128 + ] + sMaxValidSplit: cute.struct.Align[cute.struct.MemRange[Int32, self.m_block_size], 128] + sO: cute.struct.Align[ + cute.struct.MemRange[self.dtype_partial, cute.cosize(self.smem_layout_o)], 128 + ] + + smem_size = SharedStorage.size_in_bytes() + + # Grid dimensions: (ceil_div(seqlen, m_block), ceil_div(head_dim, k_block), num_head * batch) + seqlen = mO_partial.shape[0] + num_head = mO_partial.shape[3] + batch_size = ( + mO_partial.shape[4] + if const_expr(cu_seqlens is None) + else Int32(cu_seqlens.shape[0] - 1) + ) + + # Create FastDivmodDivisor objects for efficient division + seqlen_divmod = FastDivmodDivisor(seqlen) + head_divmod = FastDivmodDivisor(num_head) + + grid_dim = ( + cute.ceil_div(seqlen * num_head, self.m_block_size), + cute.ceil_div(self.head_dim, self.k_block_size), + batch_size, + ) + + self.kernel( + mO_partial, + mLSE_partial, + mO, + mLSE, + cu_seqlens, + seqused, + num_splits_dynamic_ptr, + semaphore_to_reset, + SharedStorage, + self.smem_layout_lse, + self.smem_layout_o, + self.gmem_tiled_copy_O_partial, + self.gmem_tiled_copy_O, + self.gmem_tiled_copy_LSE, + self.s2r_tiled_copy_LSE, + seqlen_divmod, + head_divmod, + varlen, + ).launch( + grid=grid_dim, + block=[self.num_threads, 1, 1], + smem=smem_size, + stream=stream, + ) + + @cute.kernel + def kernel( + self, + mO_partial: cute.Tensor, + mLSE_partial: cute.Tensor, + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + cu_seqlens: Optional[cute.Tensor], + seqused: Optional[cute.Tensor], + num_splits_dynamic_ptr: Optional[cute.Tensor], + semaphore_to_reset: Optional[cute.Tensor], + SharedStorage: cutlass.Constexpr, + smem_layout_lse: cute.Layout | cute.ComposedLayout, + smem_layout_o: cute.Layout, + gmem_tiled_copy_O_partial: cute.TiledCopy, + gmem_tiled_copy_O: cute.TiledCopy, + gmem_tiled_copy_LSE: cute.TiledCopy, + s2r_tiled_copy_LSE: cute.TiledCopy, + seqlen_divmod: FastDivmodDivisor, + head_divmod: FastDivmodDivisor, + varlen: cutlass.Constexpr[bool], + ): + # Thread and block indices + tidx, _, _ = cute.arch.thread_idx() + m_block, k_block, batch_idx = cute.arch.block_idx() + + # /////////////////////////////////////////////////////////////////////////////// + # Get shared memory buffer + # /////////////////////////////////////////////////////////////////////////////// + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(SharedStorage) + sLSE = storage.sLSE.get_tensor(smem_layout_lse) + sMaxValidSplit = storage.sMaxValidSplit.get_tensor((self.m_block_size,)) + sO = storage.sO.get_tensor(smem_layout_o) + + # Handle semaphore reset + if const_expr(semaphore_to_reset is not None): + if ( + tidx == 0 + and m_block == cute.arch.grid_dim()[0] - 1 + and k_block == cute.arch.grid_dim()[1] - 1 + and batch_idx == cute.arch.grid_dim()[2] - 1 + ): + semaphore_to_reset[0] = 0 + + # Get number of splits + num_splits = ( + num_splits_dynamic_ptr[batch_idx] + if const_expr(num_splits_dynamic_ptr is not None) + else mLSE_partial.shape[1] + ) + # Handle variable length sequences using SeqlenInfo + seqlen_info = SeqlenInfo.create( + batch_idx=batch_idx, + seqlen_static=mO_partial.shape[0], + cu_seqlens=cu_seqlens, + seqused=seqused, + ) + seqlen, offset = seqlen_info.seqlen, seqlen_info.offset + + # Extract number of heads (head index will be determined dynamically) + num_head = mO_partial.shape[3] + max_idx = seqlen * num_head + + # Early exit for single split if dynamic + if (const_expr(num_splits_dynamic_ptr is None) or num_splits > 1) and ( + const_expr(not varlen) or m_block * self.m_block_size < max_idx + ): + # =============================== + # Step 1: Load LSE_partial from gmem to shared memory + # =============================== + + if const_expr(cu_seqlens is None): + # mLSE_partial_cur = mLSE_partial[None, None, None, batch_idx] + mLSE_partial_cur = utils.coord_offset_i64(mLSE_partial, batch_idx, dim=3) + else: + # mLSE_partial_cur = cute.domain_offset((offset, 0, 0), mLSE_partial) + mLSE_partial_cur = utils.domain_offset_i64((offset, 0, 0), mLSE_partial) + mLSE_partial_copy = cute.tiled_divide(mLSE_partial_cur, (1,)) + + gmem_thr_copy_LSE = gmem_tiled_copy_LSE.get_slice(tidx) + tLSEsLSE = gmem_thr_copy_LSE.partition_D(sLSE) + + # Create identity tensor for coordinate tracking + cLSE = cute.make_identity_tensor((self.max_splits, self.m_block_size)) + tLSEcLSE = gmem_thr_copy_LSE.partition_S(cLSE) + + # Load LSE partial values + for m in cutlass.range(cute.size(tLSEcLSE, mode=[2]), unroll_full=True): + mi = tLSEcLSE[0, 0, m][1] # Get m coordinate + idx = m_block * self.m_block_size + mi + if idx < max_idx: + # Calculate actual sequence position and head using FastDivmodDivisor + if const_expr(not varlen): + head_idx, m_idx = divmod(idx, seqlen_divmod) + else: + head_idx = idx // seqlen + m_idx = idx - head_idx * seqlen + mLSE_partial_cur_copy = mLSE_partial_copy[None, m_idx, None, head_idx] + for s in cutlass.range(cute.size(tLSEcLSE, mode=[1]), unroll_full=True): + si = tLSEcLSE[0, s, 0][0] # Get split coordinate + if si < num_splits: + cute.copy( + gmem_thr_copy_LSE, + mLSE_partial_cur_copy[None, si], + tLSEsLSE[None, s, m], + ) + else: + tLSEsLSE[None, s, m].fill(-Float32.inf) + # Don't need to zero out the rest of the LSEs, as we will not write the output to gmem + cute.arch.cp_async_commit_group() + + # =============================== + # Step 2: Load O_partial for pipeline stages + # =============================== + + gmem_thr_copy_O_partial = gmem_tiled_copy_O_partial.get_slice(tidx) + cO = cute.make_identity_tensor((self.m_block_size, self.k_block_size)) + tOcO = gmem_thr_copy_O_partial.partition_D(cO) + tOsO_partial = gmem_thr_copy_O_partial.partition_D(sO) + if const_expr(cu_seqlens is None): + # mO_partial_cur = mO_partial[None, None, None, None, batch_idx] + mO_partial_cur = utils.coord_offset_i64(mO_partial, batch_idx, dim=4) + else: + # mO_partial_cur = cute.domain_offset((offset, 0, 0, 0), mO_partial) + mO_partial_cur = utils.domain_offset_i64((offset, 0, 0, 0), mO_partial) + + # Precompute these values to avoid recomputing them in the loop + num_rows = const_expr(cute.size(tOcO, mode=[1])) + tOmidx = cute.make_fragment(num_rows, cutlass.Int32) + tOhidx = cute.make_fragment(num_rows, cutlass.Int32) + tOrOptr = cute.make_fragment(num_rows, cutlass.Int64) + for m in cutlass.range(num_rows, unroll_full=True): + mi = tOcO[0, m, 0][0] # m coordinate + idx = m_block * self.m_block_size + mi + if const_expr(not varlen): + tOhidx[m], tOmidx[m] = divmod(idx, seqlen_divmod) + else: + tOhidx[m] = idx // seqlen + tOmidx[m] = idx - tOhidx[m] * seqlen + tOrOptr[m] = utils.elem_pointer_i64( + mO_partial_cur, (tOmidx[m], k_block * self.k_block_size, 0, tOhidx[m]) + ).toint() + if idx >= max_idx: + tOhidx[m] = -1 + + tOpO = cute.make_fragment(cute.size(tOcO, [2]), cutlass.Boolean) + if const_expr(not self.is_even_k): + for k in cutlass.range(cute.size(tOpO), unroll_full=True): + tOpO[k] = tOcO[0, 0, k][1] < mO_partial.shape[1] - k_block * self.k_block_size + # if cute.arch.thread_idx()[0] == 0 and k_block == 1: cute.print_tensor(tOpO) + + load_O_partial = partial( + self.load_O_partial, + gmem_tiled_copy_O_partial, + tOrOptr, + tOsO_partial, + tOhidx, + tOpO, + tOcO, + mO_partial_cur.layout, + ) + + # Load first few stages of O_partial + for stage in cutlass.range(self.stages - 1, unroll_full=True): + if stage < num_splits: + load_O_partial(stage, stage) + cute.arch.cp_async_commit_group() + + # =============================== + # Step 3: Load and transpose LSE from smem to registers + # =============================== + + # Wait for LSE and initial O partial stages to complete + cute.arch.cp_async_wait_group(self.stages - 1) + cute.arch.sync_threads() + # if cute.arch.thread_idx()[0] == 0: + # # cute.print_tensor(sLSE) + # for i in range(64): + # cute.printf("sLSE[%d, 0] = %f", i, sLSE[i, 0]) + # cute.arch.sync_threads() + + s2r_thr_copy_LSE = s2r_tiled_copy_LSE.get_slice(tidx) + ts2rsLSE = s2r_thr_copy_LSE.partition_S(sLSE) + ts2rrLSE = cute.make_fragment_like(ts2rsLSE) + cute.copy(s2r_tiled_copy_LSE, ts2rsLSE, ts2rrLSE) + + # =============================== + # Step 4: Compute final LSE along split dimension + # =============================== + + lse_sum = cute.make_fragment(cute.size(ts2rrLSE, mode=[2]), Float32) + ts2rcLSE = s2r_thr_copy_LSE.partition_D(cLSE) + # We compute the max valid split for each row to short-circuit the computation later + max_valid_split = cute.make_fragment(cute.size(ts2rrLSE, mode=[2]), Int32) + assert cute.size(ts2rrLSE, mode=[0]) == 1 + # Compute max, scales, and final LSE for each row + for m in cutlass.range(cute.size(ts2rrLSE, mode=[2]), unroll_full=True): + # Find max LSE value across splits + threads_per_col = const_expr(self.smem_threads_per_col_lse) + lse_max = utils.warp_reduce( + ts2rrLSE[None, None, m] + .load() + .reduce(cute.ReductionOp.MAX, init_val=-Float32.inf, reduction_profile=0), + op=cute.arch.fmax, + width=threads_per_col, + ) + # if cute.arch.thread_idx()[0] == 0: cute.printf(lse_max) + # Find max valid split index + max_valid_idx = -1 + for s in cutlass.range(cute.size(ts2rrLSE, mode=[1]), unroll_full=True): + if ts2rrLSE[0, s, m] != -Float32.inf: + max_valid_idx = ts2rcLSE[0, s, 0][0] # Get split coordinate + # if cute.arch.thread_idx()[0] < 32: cute.printf(max_valid_idx) + max_valid_split[m] = utils.warp_reduce(max_valid_idx, max, width=threads_per_col) + # Compute exp scales and sum + lse_max_cur = ( + 0.0 if lse_max == -Float32.inf else lse_max + ) # In case all local LSEs are -inf + LOG2_E = math.log2(math.e) + lse_sum_cur = 0.0 + for s in cutlass.range(cute.size(ts2rrLSE, mode=[1]), unroll_full=True): + scale = utils.exp2f(ts2rrLSE[0, s, m] * LOG2_E - (lse_max_cur * LOG2_E)) + lse_sum_cur += scale + ts2rrLSE[0, s, m] = scale # Store scale for later use + lse_sum_cur = utils.warp_reduce(lse_sum_cur, operator.add, width=threads_per_col) + lse_sum[m] = utils.logf(lse_sum_cur) + lse_max + # Normalize scales + inv_sum = ( + 0.0 if (lse_sum_cur == 0.0 or lse_sum_cur != lse_sum_cur) else 1.0 / lse_sum_cur + ) + ts2rrLSE[None, None, m].store(ts2rrLSE[None, None, m].load() * inv_sum) + # Store the scales exp(lse - lse_logsum) back to smem + cute.copy(s2r_tiled_copy_LSE, ts2rrLSE, ts2rsLSE) + + # Store max valid split to smem + for m in cutlass.range(cute.size(ts2rrLSE, mode=[2]), unroll_full=True): + if ts2rcLSE[0, 0, m][0] == 0: # Only thread responsible for s=0 writes + mi = ts2rcLSE[0, 0, m][1] + if mi < self.m_block_size: + sMaxValidSplit[mi] = max_valid_split[m] + + # =============================== + # Step 5: Store final LSE to gmem + # =============================== + + if const_expr(mLSE is not None): + if const_expr(cu_seqlens is None): + # mLSE_cur = mLSE[None, None, batch_idx] + mLSE_cur = utils.coord_offset_i64(mLSE, batch_idx, dim=2) + else: + # mLSE_cur = cute.domain_offset((offset, 0), mLSE) + mLSE_cur = utils.domain_offset_i64((offset, 0), mLSE) + if k_block == 0: # Only first k_block writes LSE when mLSE is provided + for m in cutlass.range(cute.size(ts2rrLSE, mode=[2]), unroll_full=True): + if ts2rcLSE[0, 0, m][0] == 0: # Only thread responsible for s=0 writes + mi = ts2rcLSE[0, 0, m][1] + idx = m_block * self.m_block_size + mi + if idx < max_idx: + if const_expr(not varlen): + head_idx, m_idx = divmod(idx, seqlen_divmod) + else: + head_idx = idx // seqlen + m_idx = idx - head_idx * seqlen + mLSE_cur[m_idx, head_idx] = lse_sum[m] + + # =============================== + # Step 6: Read O_partial and accumulate final O + # =============================== + + cute.arch.sync_threads() + + # Get max valid split for this thread + thr_max_valid_split = sMaxValidSplit[tOcO[0, 0, 0][0]] + for m in cutlass.range(1, cute.size(tOcO, mode=[1])): + thr_max_valid_split = max(thr_max_valid_split, sMaxValidSplit[tOcO[0, m, 0][0]]) + + tOrO_partial = cute.make_fragment_like(tOsO_partial[None, None, None, 0]) + tOrO = cute.make_fragment_like(tOrO_partial, Float32) + tOrO.fill(0.0) + + stage_load = self.stages - 1 + stage_compute = 0 + + # Main accumulation loop + for s in cutlass.range(thr_max_valid_split + 1, unroll=4): + # Get scales for this split + scale = cute.make_fragment(num_rows, Float32) + for m in cutlass.range(num_rows, unroll_full=True): + scale[m] = sLSE[s, tOcO[0, m, 0][0]] # Get scale from smem + + # Load next stage if needed + split_to_load = s + self.stages - 1 + if split_to_load <= thr_max_valid_split: + load_O_partial(split_to_load, stage_load) + cute.arch.cp_async_commit_group() + stage_load = 0 if stage_load == self.stages - 1 else stage_load + 1 + + # Wait for the current stage to be ready + cute.arch.cp_async_wait_group(self.stages - 1) + # We don't need __syncthreads() because each thread is just reading its own data from smem + # Copy from smem to registers + cute.autovec_copy(tOsO_partial[None, None, None, stage_compute], tOrO_partial) + stage_compute = 0 if stage_compute == self.stages - 1 else stage_compute + 1 + + # Accumulate scaled partial results + for m in cutlass.range(num_rows, unroll_full=True): + if tOhidx[m] >= 0 and scale[m] > 0.0: + tOrO[None, m, None].store( + tOrO[None, m, None].load() + + scale[m] * tOrO_partial[None, m, None].load().to(Float32) + ) + + # =============================== + # Step 7: Write final O to gmem + # =============================== + + rO = cute.make_fragment_like(tOrO, self.dtype) + rO.store(tOrO.load().to(self.dtype)) + if const_expr(cu_seqlens is None): + # mO_cur = mO[None, None, None, batch_idx] + mO_cur = utils.coord_offset_i64(mO, batch_idx, dim=3) + else: + # mO_cur = cute.domain_offset((offset, 0, 0), mO) + mO_cur = utils.domain_offset_i64((offset, 0, 0), mO) + mO_cur = utils.domain_offset_aligned((0, k_block * self.k_block_size, 0), mO_cur) + elems_per_store = const_expr(cute.size(gmem_tiled_copy_O.layout_tv_tiled[1])) + # mO_cur_copy = cute.tiled_divide(mO_cur, (1, elems_per_store,)) + gmem_thr_copy_O = gmem_tiled_copy_O.get_slice(tidx) + # Write final results + for m in cutlass.range(num_rows, unroll_full=True): + if tOhidx[m] >= 0: + mO_cur_copy = cute.tiled_divide( + mO_cur[tOmidx[m], None, tOhidx[m]], (elems_per_store,) + ) + for k in cutlass.range(cute.size(tOcO, mode=[2]), unroll_full=True): + k_idx = tOcO[0, 0, k][1] // elems_per_store + if const_expr(self.is_even_k) or tOpO[k]: + cute.copy(gmem_thr_copy_O, rO[None, m, k], mO_cur_copy[None, k_idx]) + + @cute.jit + def load_O_partial( + self, + gmem_tiled_copy_O_partial: cute.TiledCopy, + tOrOptr: cute.Tensor, + tOsO_partial: cute.Tensor, + tOhidx: cute.Tensor, + tOpO: cute.Tensor, + tOcO: cute.Tensor, + mO_cur_partial_layout: cute.Layout, + split: Int32, + stage: Int32, + ) -> None: + elems_per_load = const_expr(cute.size(gmem_tiled_copy_O_partial.layout_tv_tiled[1])) + tOsO_partial_cur = tOsO_partial[None, None, None, stage] + for m in cutlass.range(cute.size(tOcO, [1]), unroll_full=True): + if tOhidx[m] >= 0: + o_gmem_ptr = cute.make_ptr( + tOsO_partial.element_type, tOrOptr[m], cute.AddressSpace.gmem, assumed_align=16 + ) + mO_partial_cur = cute.make_tensor( + o_gmem_ptr, cute.slice_(mO_cur_partial_layout, (0, None, None, 0)) + ) + mO_partial_cur_copy = cute.tiled_divide(mO_partial_cur, (elems_per_load,)) + for k in cutlass.range(cute.size(tOcO, mode=[2]), unroll_full=True): + k_idx = tOcO[0, 0, k][1] // elems_per_load + if const_expr(self.is_even_k) or tOpO[k]: + cute.copy( + gmem_tiled_copy_O_partial, + # mO_partial_cur_copy[None, k_idx, split], + utils.coord_offset_i64(mO_partial_cur_copy, split, dim=2)[None, k_idx], + tOsO_partial_cur[None, m, k], + ) diff --git a/kernel/deps/flash_attn/cute/flash_fwd_sm100.py b/kernel/deps/flash_attn/cute/flash_fwd_sm100.py new file mode 100644 index 0000000000000000000000000000000000000000..ccf8edbc43d422e86f74e10d095170c2bbc54da2 --- /dev/null +++ b/kernel/deps/flash_attn/cute/flash_fwd_sm100.py @@ -0,0 +1,2766 @@ +# Supported features: +# - BF16 & FP16 dtype +# - noncausal & causal attention +# - MHA, GQA, MQA +# - hdim 64, 96, 128, (192, 128). +# - varlen +# - sliding window +# - split-kv +# Unsupported features that will be added later: +# - page size != 128 +# - more hdim (192, 256) +# Based on the cutlass example and cute-dsl example: +# https://github.com/NVIDIA/cutlass/tree/main/examples/77_blackwell_fmha +# https://github.com/NVIDIA/cutlass/blob/main/examples/python/CuTeDSL/blackwell/fmha.py + +import enum +import math +from typing import Type, Tuple, Callable, Optional, Literal +from functools import partial + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute +from cutlass import Float32, Int32, const_expr +from cutlass.cute.nvgpu import cpasync +import cutlass.cute.nvgpu.tcgen05 as tcgen05 +import cutlass.utils.blackwell_helpers as sm100_utils_basic + +from flash_attn.cute.paged_kv import PagedKVManager +import flash_attn.cute.utils as utils +from flash_attn.cute import copy_utils +import flash_attn.cute.pipeline as pipeline +from flash_attn.cute.mask import AttentionMask +from flash_attn.cute.softmax import SoftmaxSm100, apply_score_mod_inner +from flash_attn.cute.seqlen_info import SeqlenInfoQK +from flash_attn.cute.block_info import BlockInfo +from flash_attn.cute.block_sparsity import BlockSparseTensors +from flash_attn.cute.block_sparse_utils import ( + get_total_block_count, + produce_block_sparse_loads_sm100, + softmax_block_sparse_sm100, + handle_block_sparse_empty_tile_correction_sm100, +) +from flash_attn.cute.pack_gqa import PackGQA +from flash_attn.cute import mma_sm100_desc as sm100_desc +from flash_attn.cute import blackwell_helpers as sm100_utils +from cutlass.cute import FastDivmodDivisor +from flash_attn.cute.tile_scheduler import ( + TileSchedulerArguments, + SingleTileScheduler, + StaticPersistentTileScheduler, + SingleTileLPTScheduler, + SingleTileVarlenScheduler, + ParamsBase, +) + + +class NamedBarrierFwd(enum.IntEnum): + Epilogue = enum.auto() # starts from 1 as barrier 0 is reserved for sync_threads() +# WarpSchedulerWG1 = enum.auto() +# WarpSchedulerWG2 = enum.auto() +# WarpSchedulerWG3 = enum.auto() +# PFull = enum.auto() +# PEmpty = enum.auto() + + +class FlashAttentionForwardSm100: + arch = 100 + + def __init__( + self, + # dtype: Type[cutlass.Numeric], + head_dim: int, + head_dim_v: Optional[int] = None, + qhead_per_kvhead: cutlass.Constexpr[int] = 1, + is_causal: bool = False, + is_local: bool = False, + is_split_kv: bool = False, + pack_gqa: bool = False, + q_subtile_factor: int | None = None, + m_block_size: int = 128, + n_block_size: int = 128, + q_stage: cutlass.Constexpr[int] = 2, + is_persistent: bool = True, + score_mod: cutlass.Constexpr | None = None, + mask_mod: cutlass.Constexpr | None = None, + has_aux_tensors: cutlass.Constexpr = False, + paged_kv_non_tma: bool = False, + is_varlen_q: bool = False, + ): + self.use_tma_KV = not paged_kv_non_tma + # self.dtype = dtype + # padding head_dim to a multiple of 16 as k_block_size + hdim_multiple_of = 16 + self.head_dim_padded = int(math.ceil(head_dim / hdim_multiple_of) * hdim_multiple_of) + head_dim_v = head_dim_v if head_dim_v is not None else head_dim + self.same_hdim_kv = head_dim == head_dim_v + self.head_dim_v_padded = int(math.ceil(head_dim_v / hdim_multiple_of) * hdim_multiple_of) + self.same_hdim_kv_padded = self.head_dim_padded == self.head_dim_v_padded + self.check_hdim_oob = head_dim != self.head_dim_padded + self.check_hdim_v_oob = head_dim_v != self.head_dim_v_padded + self.m_block_size = m_block_size + self.n_block_size = n_block_size + self.q_stage = q_stage + assert self.q_stage in [1, 2] + + # 2 Q tile per CTA + self.cta_tiler = (self.q_stage * m_block_size, n_block_size, self.head_dim_padded) + self.mma_tiler_qk = (m_block_size, n_block_size, self.head_dim_padded) + self.mma_tiler_pv = (m_block_size, self.head_dim_v_padded, n_block_size) + self.qk_acc_dtype = Float32 + self.pv_acc_dtype = Float32 + self.cluster_shape_mn = (1, 1) + self.is_persistent = is_persistent + self.is_causal = is_causal + self.is_local = is_local + self.is_varlen_q = is_varlen_q + self.use_correction_warps_for_epi = is_varlen_q + self.qhead_per_kvhead = qhead_per_kvhead + self.is_split_kv = is_split_kv + self.pack_gqa = pack_gqa + self.q_subtile_factor = q_subtile_factor + if pack_gqa: + assert m_block_size % self.qhead_per_kvhead == 0, ( + "For PackGQA, m_block_size must be divisible by qhead_per_kvhead" + ) + assert not (self.is_split_kv and self.head_dim_v_padded >= 192), ( + "SplitKV is not supported for hdim >= 192" + ) + self.score_mod = score_mod + self.mask_mod = mask_mod + if cutlass.const_expr(has_aux_tensors): + self.vec_size: cutlass.Constexpr = 1 + else: + self.vec_size: cutlass.Constexpr = 2 + # Does S1 need to wait for S0 to finish + # self.s0_s1_barrier = self.head_dim_padded in [64, 96] and (not self.is_causal and not self.is_local) + self.s0_s1_barrier = False + self.overlap_sO_sQ = ( + (self.head_dim_padded == 192 and self.head_dim_v_padded >= 64) or + (self.head_dim_v_padded >= 128 and self.is_split_kv) + ) + if self.overlap_sO_sQ: + self.is_persistent = False + + assert self.use_tma_KV or not (self.check_hdim_oob or self.check_hdim_v_oob), ( + "Paged KV does not support irregular head dim" + ) + + self.softmax0_warp_ids = (0, 1, 2, 3) + self.softmax1_warp_ids = (4, 5, 6, 7) + self.correction_warp_ids = (8, 9, 10, 11) + self.mma_warp_id = 12 + self.epilogue_warp_ids = (13,) + self.load_warp_ids = (14,) + self.empty_warp_ids = (15,) + SM100_TMEM_CAPACITY_COLUMNS = 512 + self.tmem_alloc_cols = SM100_TMEM_CAPACITY_COLUMNS + + self.threads_per_cta = cute.arch.WARP_SIZE * len( + ( + *self.softmax0_warp_ids, + *self.softmax1_warp_ids, + *self.correction_warp_ids, + self.mma_warp_id, + *self.load_warp_ids, + *self.epilogue_warp_ids, + *self.empty_warp_ids, + ) + ) + + if self.q_stage == 1: + if not self.use_tma_KV: + self.empty_warp_ids = self.empty_warp_ids + self.load_warp_ids + self.load_warp_ids = self.softmax1_warp_ids + else: + self.empty_warp_ids = self.empty_warp_ids + self.softmax1_warp_ids + self.softmax1_warp_ids = () + elif not self.use_tma_KV: + self.load_warp_ids = (14, 15) + self.empty_warp_ids = () + + if self.use_correction_warps_for_epi: + self.empty_warp_ids = self.empty_warp_ids + self.epilogue_warp_ids + self.epilogue_warp_ids = self.correction_warp_ids + elif self.is_varlen_q: # fallback + self.epilogue_warp_ids = (13, 14) + + self.tmem_s_offset = [0, self.n_block_size] # e.g., 0, 128 + self.tmem_o_offset = [ + self.tmem_s_offset[-1] + self.n_block_size + i * self.head_dim_v_padded + for i in range(self.q_stage) + ] # e.g., 256, 384 + self.tmem_total = self.tmem_o_offset[-1] + self.head_dim_v_padded + assert self.tmem_total <= SM100_TMEM_CAPACITY_COLUMNS + self.tmem_s_to_p_offset = self.n_block_size // 2 + self.tmem_p_offset = [ + self.tmem_s_offset[i] + self.tmem_s_to_p_offset for i in range(2) + ] # 0, 128 + + # vec buffer for row_max & row_sum + self.tmem_vec_offset = self.tmem_s_offset + + if self.head_dim_padded < 96: + self.num_regs_softmax = 200 if not paged_kv_non_tma else 184 + self.num_regs_correction = 64 + self.num_regs_other = 48 if not paged_kv_non_tma else 80 + else: + # self.num_regs_softmax = 192 if self.is_causal or self.is_local else 184 + self.num_regs_softmax = 200 if not paged_kv_non_tma else 184 + # self.num_regs_softmax = 176 + # self.num_regs_correction = 96 + # self.num_regs_correction = 80 + # self.num_regs_correction = 64 if self.is_causal or self.is_local else 80 + self.num_regs_correction = 64 + # self.num_regs_other = 32 + # self.num_regs_other = 64 + # self.num_regs_other = 80 + self.num_regs_other = 48 if not paged_kv_non_tma else 80 + # self.num_regs_other = 96 if self.is_causal or self.is_local else 80 + # self.num_regs_other = 64 if self.is_causal or self.is_local else 80 + self.num_regs_empty = 24 + + self.buffer_align_bytes = 1024 + + def _setup_attributes(self): + """Set up configurations and parameters for the FMHA kernel operation. + + This method initializes and configures various attributes required for the + execution of the fused multi-head attention kernel, mainly about the pipeline stages: + + - Sets up staging parameters for Q, K, V inputs and accumulator data + - Configures pipeline stages for softmax, correction, and epilogue operations + """ + + self.kv_stage = 4 if self.q_dtype.width == 8 or self.q_stage == 1 else 3 + self.acc_stage = 1 + # For hdim 192,128, we don't have enough smem to store all 3 stages of KV: + # 128 x 192 x 2 bytes x 3 stages = 144KB, and we need 96KB for Q. + # Instead we store smem as [smem_large, smem_small, smem_large], where smem_large is + # 128 x 192 and smem_small is 128 x 128. We set the stride between the stages to be + # 128 * 160, so that indexing the 0th and 2nd stages will get the right address, + # but for the 1st stage we need to add or subtract (depending on phase) 128 x 64. + self.uneven_kv_smem = ( + self.head_dim_padded == 192 and self.head_dim_v_padded == 128 and self.kv_stage == 3 + ) + self.uneven_kv_smem_offset = ( + self.m_block_size * (self.head_dim_padded - self.head_dim_v_padded) // 2 + if self.uneven_kv_smem + else 0 + ) + assert self.uneven_kv_smem_offset % 1024 == 0 + + @cute.jit + def __call__( + self, + mQ: cute.Tensor, # (b, s_q, h, d) or (total_q, h, d) if there is cu_seqlens_q + mK: cute.Tensor, # (b_k, s_k, h_k, d) or (total_k, h_k, d) if there is cu_seqlens_k or (num_pages, page_size, h_k, d) if there is page_table + mV: cute.Tensor, # (b_k, s_k, h_k, dv) or (total_k, h_k, dv) if there is cu_seqlens_k or (num_pages, page_size, h_k, dv) if there is page_table + mO: cute.Tensor, # (b, s_q, h, dv) or (total_q, h, dv) if there is cu_seqlens_q + mLSE: Optional[cute.Tensor], + softmax_scale: Float32, + stream: cuda.CUstream, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mCuSeqlensK: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + mSeqUsedK: Optional[cute.Tensor] = None, + mPageTable: Optional[cute.Tensor] = None, # (b_k, max_num_pages_per_seq) + window_size_left: Int32 | int | None = None, + window_size_right: Int32 | int | None = None, + learnable_sink: Optional[cute.Tensor] = None, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + aux_tensors: Optional[list] = None, + ): + """Execute the Fused Multi-Head Attention operation on the provided tensors. + + This method prepares the input tensors for processing, validates their shapes and types, + configures the computation parameters, and launches the CUDA kernel. + + The method handles: + 1. Tensor layout transformations for specific memory access patterns + 2. Validation of tensor shapes and data types + 3. Initialization of hardware-specific parameters and memory layouts + 4. Configuration of TMA (Tensor Memory Access) operations + 5. Grid and work scheduling computation + 6. Kernel launch with appropriate parameters + """ + # setup static attributes before smem/grid/tma computation + self.q_dtype = mQ.element_type + self.k_dtype = mK.element_type + self.v_dtype = mV.element_type + self.o_dtype = mO.element_type + # Assume all strides are divisible by 128 bits except the last stride + # Skip assume for Python ints (e.g., stride=0 from GQA expand) + new_stride = lambda t: ( + *(s if isinstance(s, int) else cute.assume(s, divby=128 // t.element_type.width) for s in t.stride[:-1]), + t.stride[-1], + ) + mQ, mK, mV, mO = [ + cute.make_tensor(t.iterator, cute.make_layout(t.shape, stride=new_stride(t))) + for t in (mQ, mK, mV, mO) + ] + Q_layout_transpose = [1, 3, 2, 0] if const_expr(mCuSeqlensQ is None) else [0, 2, 1] + mQ = cute.make_tensor(mQ.iterator, cute.select(mQ.layout, mode=Q_layout_transpose)) + # (s_k, d, h_k, b_k) or (total_k, d, h_k) if there's cu_seqlens_k or (page_size, d, h_k, num_pages) if there's page_table + KV_layout_transpose = [1, 3, 2, 0] if const_expr(mCuSeqlensK is None) else [0, 2, 1] + mK, mV = [ + cute.make_tensor(t.iterator, cute.select(t.layout, mode=KV_layout_transpose)) + for t in (mK, mV) + ] + if const_expr(self.is_split_kv): + O_layout_transpose = [2, 4, 3, 1, 0] if const_expr(mCuSeqlensQ is None) else [1, 3, 2, 0] + LSE_layout_transpose = [3, 2, 1, 0] if const_expr(mCuSeqlensQ is None) else [2, 1, 0] + num_splits = mO.shape[0] + else: + O_layout_transpose = [1, 3, 2, 0] if const_expr(mCuSeqlensQ is None) else [0, 2, 1] + LSE_layout_transpose = [2, 1, 0] if const_expr(mCuSeqlensQ is None) else [1, 0] + num_splits = Int32(1) + mO = cute.make_tensor(mO.iterator, cute.select(mO.layout, mode=O_layout_transpose)) + mLSE = ( + cute.make_tensor(mLSE.iterator, cute.select(mLSE.layout, mode=LSE_layout_transpose)) + if const_expr(mLSE is not None) + else None + ) + # (s, d, h, b) -> (d, s, h, b) + V_layout_transpose = [1, 0, 2, 3] if const_expr(mCuSeqlensK is None) else [1, 0, 2] + mV = cute.make_tensor(mV.iterator, cute.select(mV.layout, mode=V_layout_transpose)) + + self.q_major_mode = cutlass.utils.LayoutEnum.from_tensor(mQ).mma_major_mode() + self.k_major_mode = cutlass.utils.LayoutEnum.from_tensor(mK).mma_major_mode() + self.v_major_mode = cutlass.utils.LayoutEnum.from_tensor(mV).mma_major_mode() + self.o_layout = cutlass.utils.LayoutEnum.from_tensor(mO) + + if const_expr(self.q_major_mode != tcgen05.OperandMajorMode.K): + raise RuntimeError("The layout of mQ is not supported") + if const_expr(self.k_major_mode != tcgen05.OperandMajorMode.K): + raise RuntimeError("The layout of mK is not supported") + if const_expr(self.v_major_mode != tcgen05.OperandMajorMode.MN): + raise RuntimeError("The layout of mV is not supported") + + # check type consistency + if const_expr(self.q_dtype != self.k_dtype): + raise TypeError(f"Type mismatch: {self.q_dtype} != {self.k_dtype}") + if const_expr(self.q_dtype != self.v_dtype): + raise TypeError(f"Type mismatch: {self.q_dtype} != {self.v_dtype}") + self._setup_attributes() + self.use_tma_O = self.arch >= 90 and mCuSeqlensQ is None and mSeqUsedQ is None + # This can be tuned + self.e2e_freq = 16 + if const_expr( + self.head_dim_padded > 64 and not self.is_causal and not self.is_local and self.pack_gqa + ): + self.e2e_freq = 32 if mCuSeqlensQ is not None or mSeqUsedQ is not None else 10 + + cta_group = tcgen05.CtaGroup.ONE + # the intermediate tensor p is from tmem & mK-major + p_source = tcgen05.OperandSource.TMEM + p_major_mode = tcgen05.OperandMajorMode.K + tiled_mma_qk = sm100_utils_basic.make_trivial_tiled_mma( + self.q_dtype, + self.q_major_mode, + self.k_major_mode, + self.qk_acc_dtype, + cta_group, + self.mma_tiler_qk[:2], + ) + tiled_mma_pv = sm100_utils_basic.make_trivial_tiled_mma( + self.v_dtype, + p_major_mode, + self.v_major_mode, + self.pv_acc_dtype, + cta_group, + self.mma_tiler_pv[:2], + p_source, + ) + + self.cluster_shape_mnk = (*self.cluster_shape_mn, 1) + self.cluster_layout_vmnk = cute.tiled_divide( + cute.make_layout(self.cluster_shape_mnk), + (tiled_mma_qk.thr_id.shape,), + ) + + self.epi_tile = self.mma_tiler_pv[:2] + + sQ_layout = sm100_utils_basic.make_smem_layout_a( + tiled_mma_qk, + self.mma_tiler_qk, + self.q_dtype, + self.q_stage, + ) + sK_layout = sm100_utils_basic.make_smem_layout_b( + tiled_mma_qk, + self.mma_tiler_qk, + self.k_dtype, + self.kv_stage, + ) + tP_layout = sm100_utils_basic.make_smem_layout_a( + tiled_mma_pv, + self.mma_tiler_pv, + self.q_dtype, + self.acc_stage, + ) + sV_layout = sm100_utils_basic.make_smem_layout_b( + tiled_mma_pv, + self.mma_tiler_pv, + self.v_dtype, + self.kv_stage, + ) + sO_layout = sm100_utils_basic.make_smem_layout_epi( + self.o_dtype, + self.o_layout, + self.epi_tile, + self.q_stage, + ) + if const_expr(not self.same_hdim_kv_padded): + # sK and sV are using the same physical smem so we need to adjust the stride so that they line up + stride_sK = const_expr( + max(sK_layout.outer.stride[-1], 0) + ) # take max to turn tuple to Int32 + stride_sV = const_expr(max(sV_layout.outer.stride[-1], 0)) + stage_stride = const_expr( + max(stride_sK, stride_sV) + if not self.uneven_kv_smem + else (stride_sK + stride_sV) // 2 + ) + sK_layout = cute.make_composed_layout( + sK_layout.inner, + 0, + cute.make_layout( + (*sK_layout.outer.shape[:-1], self.kv_stage), + stride=(*sK_layout.outer.stride[:-1], stage_stride), + ), + ) + sV_layout = cute.make_composed_layout( + sV_layout.inner, + 0, + cute.make_layout( + (*sV_layout.outer.shape[:-1], self.kv_stage), + stride=(*sV_layout.outer.stride[:-1], stage_stride), + ), + ) + + if const_expr(self.pack_gqa): + shape_Q_packed = ( + (self.qhead_per_kvhead, mQ.shape[0]), + mQ.shape[1], + mK.shape[2], + *mQ.shape[3:], + ) + stride_Q_packed = ( + (mQ.stride[2], mQ.stride[0]), + mQ.stride[1], + mQ.stride[2] * self.qhead_per_kvhead, + *mQ.stride[3:], + ) + mQ = cute.make_tensor( + mQ.iterator, cute.make_layout(shape_Q_packed, stride=stride_Q_packed) + ) + shape_O_packed = ( + (self.qhead_per_kvhead, mO.shape[0]), + mO.shape[1], + mK.shape[2], + *mO.shape[3:], + ) + stride_O_packed = ( + (mO.stride[2], mO.stride[0]), + mO.stride[1], + mO.stride[2] * self.qhead_per_kvhead, + *mO.stride[3:], + ) + mO = cute.make_tensor( + mO.iterator, cute.make_layout(shape_O_packed, stride=stride_O_packed) + ) + if const_expr(mLSE is not None): + shape_LSE_packed = ( + (self.qhead_per_kvhead, mLSE.shape[0]), + mK.shape[2], + *mLSE.shape[2:], + ) + stride_LSE_packed = ( + (mLSE.stride[1], mLSE.stride[0]), + mLSE.stride[1] * self.qhead_per_kvhead, + *mLSE.stride[2:], + ) + mLSE = cute.make_tensor( + mLSE.iterator, cute.make_layout(shape_LSE_packed, stride=stride_LSE_packed) + ) + + self.tma_copy_bytes = { + name: cute.size_in_bytes(mX.element_type, cute.select(layout, mode=[0, 1, 2])) + for name, mX, layout in [ + ("Q", mQ, sQ_layout), + ("K", mK, sK_layout), + ("V", mV, sV_layout), + ] + } + + # TMA load for Q + tma_load_op = cpasync.CopyBulkTensorTileG2SOp(cta_group) + tma_store_op = cpasync.CopyBulkTensorTileS2GOp() + + tma_atom_Q, mQ = cute.nvgpu.make_tiled_tma_atom_A( + tma_load_op, + mQ, + cute.select(sQ_layout, mode=[0, 1, 2]), + self.mma_tiler_qk, + tiled_mma_qk, + self.cluster_layout_vmnk.shape, + ) + + if const_expr(self.use_tma_KV): + # TMA load for K + tma_atom_K, mK = cute.nvgpu.make_tiled_tma_atom_B( + tma_load_op, + mK, + cute.select(sK_layout, mode=[0, 1, 2]), + self.mma_tiler_qk, + tiled_mma_qk, + self.cluster_layout_vmnk.shape, + ) + # TMA load for V + tma_atom_V, mV = cute.nvgpu.make_tiled_tma_atom_B( + tma_load_op, + mV, + cute.select(sV_layout, mode=[0, 1, 2]), + self.mma_tiler_pv, + tiled_mma_pv, + self.cluster_layout_vmnk.shape, + ) + else: + tma_atom_K = None + tma_atom_V = None + + o_cta_v_layout = cute.composition(cute.make_identity_layout(mO.shape), self.epi_tile) + + self.num_epilogue_threads = cute.arch.WARP_SIZE * len(self.epilogue_warp_ids) + if const_expr(self.use_tma_O): + tma_atom_O, mO = cpasync.make_tiled_tma_atom( + tma_store_op, + mO, + cute.select(sO_layout, mode=[0, 1]), + o_cta_v_layout, + ) + gmem_tiled_copy_O = None + else: + tma_atom_O = None + universal_copy_bits = 128 + async_copy_elems = universal_copy_bits // self.o_dtype.width + atom_universal_copy = cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + self.o_dtype, + num_bits_per_copy=universal_copy_bits, + ) + tO_shape_dim_1 = sO_layout.outer.shape[1][0] // async_copy_elems + tO_layout = cute.make_ordered_layout( + (self.num_epilogue_threads // tO_shape_dim_1, tO_shape_dim_1), + order=(1, 0), + ) + # So that we don't have to check if we overshoot kBlockM when we store O + assert self.m_block_size % tO_layout.shape[0] == 0 + vO_layout = cute.make_layout((1, async_copy_elems)) + gmem_tiled_copy_O = cute.make_tiled_copy_tv(atom_universal_copy, tO_layout, vO_layout) + + if const_expr(mCuSeqlensQ is not None or mSeqUsedQ is not None): + TileScheduler = SingleTileVarlenScheduler + else: + if const_expr(self.is_causal or self.is_local): + TileScheduler = SingleTileLPTScheduler + else: + TileScheduler = ( + SingleTileScheduler + if const_expr(not self.is_persistent) + else StaticPersistentTileScheduler + ) + tile_sched_args = TileSchedulerArguments( + cute.ceil_div(cute.size(mQ.shape[0]), self.cta_tiler[0]), + cute.size(mQ.shape[2]), + cute.size(mQ.shape[3]) + if const_expr(mCuSeqlensQ is None) + else cute.size(mCuSeqlensQ.shape[0] - 1), + num_splits, + cute.size(mK.shape[0]) + if const_expr(mPageTable is None) + else mK.shape[0] * mPageTable.shape[1], + mQ.shape[1], + mV.shape[0], # Note that this is different from Sm90 since we transpose mV in Sm100 + total_q=cute.size(mQ.shape[0]) + if const_expr(mCuSeqlensQ is not None) + else cute.size(mQ.shape[0]) * cute.size(mQ.shape[3]), + tile_shape_mn=self.cta_tiler[:2], + mCuSeqlensQ=mCuSeqlensQ, + mSeqUsedQ=mSeqUsedQ, + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + element_size=self.k_dtype.width // 8, + is_persistent=self.is_persistent, + lpt=self.is_causal or self.is_local, + is_split_kv=self.is_split_kv, + ) + tile_sched_params = TileScheduler.to_underlying_arguments(tile_sched_args) + self.tile_scheduler_cls = TileScheduler + grid_dim = TileScheduler.get_grid_shape(tile_sched_params) + + self.mbar_load_q_full_offset = 0 + self.mbar_load_q_empty_offset = self.mbar_load_q_full_offset + self.q_stage + self.mbar_load_kv_full_offset = self.mbar_load_q_empty_offset + self.q_stage + self.mbar_load_kv_empty_offset = self.mbar_load_kv_full_offset + self.kv_stage + self.mbar_P_full_O_rescaled_offset = self.mbar_load_kv_empty_offset + self.kv_stage + self.mbar_S_full_offset = self.mbar_P_full_O_rescaled_offset + self.q_stage + self.mbar_O_full_offset = self.mbar_S_full_offset + self.q_stage + self.mbar_softmax_corr_full_offset = self.mbar_O_full_offset + self.q_stage + self.mbar_softmax_corr_empty_offset = self.mbar_softmax_corr_full_offset + self.q_stage + self.mbar_corr_epi_full_offset = self.mbar_softmax_corr_empty_offset + self.q_stage + self.mbar_corr_epi_empty_offset = self.mbar_corr_epi_full_offset + self.q_stage + self.mbar_s0_s1_sequence_offset = self.mbar_corr_epi_empty_offset + self.q_stage + self.mbar_tmem_dealloc_offset = self.mbar_s0_s1_sequence_offset + 8 + self.mbar_P_full_2_offset = self.mbar_tmem_dealloc_offset + 1 + self.mbar_total = self.mbar_P_full_2_offset + self.q_stage + + sO_size = cute.cosize(sO_layout) if const_expr(not self.overlap_sO_sQ) else 0 + sQ_size = ( + cute.cosize(sQ_layout) if const_expr(not self.overlap_sO_sQ) else + cutlass.max(cute.cosize(sQ_layout), cute.cosize(sO_layout) * self.o_dtype.width // self.q_dtype.width) + ) + + @cute.struct + class SharedStorage: + # m_barriers for pipelines + mbar_ptr: cute.struct.MemRange[cutlass.Int64, self.mbar_total] + # Tmem holding buffer + tmem_holding_buf: Int32 + # Smem tensors + # store row max and row sum + sScale: cute.struct.MemRange[Float32, self.q_stage * self.m_block_size * 2] + sO: cute.struct.Align[ + cute.struct.MemRange[self.o_dtype, sO_size], + self.buffer_align_bytes, + ] + sQ: cute.struct.Align[ + cute.struct.MemRange[self.q_dtype, sQ_size], + self.buffer_align_bytes, + ] + sK: cute.struct.Align[ + # cute.cosize(sK_layout) is correct even in the case of self.uneven_kv_smem + cute.struct.MemRange[self.k_dtype, cute.cosize(sK_layout)], + self.buffer_align_bytes, + ] + + self.shared_storage = SharedStorage + + LOG2_E = math.log2(math.e) + if const_expr(self.score_mod is None): + softmax_scale_log2 = softmax_scale * LOG2_E + softmax_scale = None + else: + # NB: If a users passes in a score mod, we want to apply the score-mod in the sm_scaled qk + # But in the original base 10. We hijack softmax_scale_log2 to just be the change of base + # and correctly apply the softmax_scale prior to score_mod in the softmax step + softmax_scale_log2 = LOG2_E + softmax_scale = softmax_scale + + if const_expr(window_size_left is not None): + window_size_left = Int32(window_size_left) + if const_expr(window_size_right is not None): + window_size_right = Int32(window_size_right) + + fastdiv_mods = None + if cutlass.const_expr(aux_tensors is not None): + seqlen_q = cute.size(mQ.shape[0]) // ( + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1 + ) + seqlen_k = ( + cute.size(mK.shape[0]) + if const_expr(mPageTable is None) + else mK.shape[0] * mPageTable.shape[1] + ) + seqlen_q_divmod = FastDivmodDivisor(seqlen_q) + seqlen_k_divmod = FastDivmodDivisor(seqlen_k) + fastdiv_mods = (seqlen_q_divmod, seqlen_k_divmod) + + head_divmod = None + if cutlass.const_expr(self.pack_gqa): + head_divmod = FastDivmodDivisor(self.qhead_per_kvhead) + + self.use_block_sparsity = cutlass.const_expr(blocksparse_tensors is not None) + if cutlass.const_expr(self.use_block_sparsity and mPageTable is not None): + raise NotImplementedError("Block sparsity + paged KV not supported on SM100") + + # Launch the kernel synchronously + self.kernel( + mQ, + mK, + mV, + mO, + mLSE, + mCuSeqlensQ, + mCuSeqlensK, + mSeqUsedQ, + mSeqUsedK, + mPageTable, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + tma_atom_O, + softmax_scale_log2, + softmax_scale, + window_size_left, + window_size_right, + learnable_sink, + blocksparse_tensors, + sQ_layout, + sK_layout, + tP_layout, + sV_layout, + sO_layout, + gmem_tiled_copy_O, + tiled_mma_qk, + tiled_mma_pv, + tile_sched_params, + num_splits, + aux_tensors, + fastdiv_mods, + head_divmod, + ).launch( + grid=grid_dim, + block=[self.threads_per_cta, 1, 1], + cluster=self.cluster_shape_mnk, + smem=self.shared_storage.size_in_bytes(), + stream=stream, + min_blocks_per_mp=1, + ) + + # GPU device kernel + @cute.kernel + def kernel( + self, + mQ: cute.Tensor, # (s_q, d, h, b) or (total_q, d, h) if there is cu_seqlens_q + mK: cute.Tensor, # (s_k, d, h_k, b_k) or (total_k, d, h_k) if there is cu_seqlens_k or (page_size, d, h_k, num_pages) if there is page_table + mV: cute.Tensor, # (d, s_k, h_k, b_k) or (d, total_k, h_k) if there is cu_seqlens_k or (d, page_size, h_k, num_pages) if there is page_table + mO: cute.Tensor, + mLSE: Optional[cute.Tensor], + mCuSeqlensQ: Optional[cute.Tensor], + mCuSeqlensK: Optional[cute.Tensor], + mSeqUsedQ: Optional[cute.Tensor], + mSeqUsedK: Optional[cute.Tensor], + mPageTable: Optional[cute.Tensor], + tma_atom_Q: cute.CopyAtom, + tma_atom_K: Optional[cute.CopyAtom], + tma_atom_V: Optional[cute.CopyAtom], + tma_atom_O: Optional[cute.CopyAtom], + softmax_scale_log2: Float32, + softmax_scale: Float32 | None, + window_size_left: Optional[Int32], + window_size_right: Optional[Int32], + learnable_sink: Optional[cute.Tensor], + blocksparse_tensors: Optional[BlockSparseTensors], + sQ_layout: cute.ComposedLayout, + sK_layout: cute.ComposedLayout, + tP_layout: cute.ComposedLayout, + sV_layout: cute.ComposedLayout, + sO_layout: cute.ComposedLayout, + gmem_tiled_copy_O: Optional[cute.TiledCopy], + tiled_mma_qk: cute.TiledMma, + tiled_mma_pv: cute.TiledMma, + tile_sched_params: ParamsBase, + num_splits: Int32, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + head_divmod=None, + ): + """The device kernel implementation of the Fused Multi-Head Attention. + + This kernel coordinates multiple specialized warps to perform different phases of the FMHA computation: + 1. Load warp: Loads Q, K, V data from global memory to shared memory using TMA + 2. MMA warp: Performs matrix multiplications (Q*K^T and P*V) + 3. Softmax warps: Compute softmax normalization on attention scores + 4. Correction warps: Apply adjustments to intermediate results + 5. Epilogue warp: Handles final output transformation and storage + + The kernel implements a complex pipeline with overlapping computation and memory operations, + using tensor memory access (TMA) for efficient data loading, warp specialization for different + computation phases, and optional attention masking. + """ + + warp_idx = cute.arch.make_warp_uniform(cute.arch.warp_idx()) + + # Prefetch tma descriptor + if warp_idx == 0: + cpasync.prefetch_descriptor(tma_atom_Q) + if const_expr(tma_atom_K is not None): + cpasync.prefetch_descriptor(tma_atom_K) + if const_expr(tma_atom_V is not None): + cpasync.prefetch_descriptor(tma_atom_V) + if const_expr(tma_atom_O is not None): + cpasync.prefetch_descriptor(tma_atom_O) + + # Alloc + smem = cutlass.utils.SmemAllocator() + storage = smem.allocate(self.shared_storage) + + mbar_ptr = storage.mbar_ptr.data_ptr() + # Use the first N warps to initialize barriers + if warp_idx == 1: + # Init "full" barrier with number of producers, "empty" barrier with number of consumers + for i in cutlass.range_constexpr(self.q_stage): + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_load_q_full_offset + i, 1 + ) + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_load_q_empty_offset + i, len([self.mma_warp_id]) + ) + if warp_idx == 2: + for i in cutlass.range_constexpr(self.q_stage): + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_softmax_corr_empty_offset + i, cute.arch.WARP_SIZE * 4 + ) + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_softmax_corr_full_offset + i, cute.arch.WARP_SIZE * 4 + ) + if warp_idx == 3: + if const_expr(self.s0_s1_barrier): + for i in cutlass.range_constexpr(8): + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_s0_s1_sequence_offset + i, cute.arch.WARP_SIZE + ) + if const_expr(not self.use_correction_warps_for_epi) and warp_idx == 4: + for i in cutlass.range_constexpr(self.q_stage): + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_corr_epi_full_offset + i, + cute.arch.WARP_SIZE * len(self.correction_warp_ids), + ) + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_corr_epi_empty_offset + i, + cute.arch.WARP_SIZE * len(self.epilogue_warp_ids), + ) + if warp_idx == 5: + for i in cutlass.range_constexpr(self.q_stage): + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_P_full_O_rescaled_offset + i, + cute.arch.WARP_SIZE + * (len(self.softmax0_warp_ids) + len(self.correction_warp_ids)), + ) + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_S_full_offset + i, len([self.mma_warp_id]) + ) + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_O_full_offset + i, len([self.mma_warp_id]) + ) + if warp_idx == 6: + for i in cutlass.range_constexpr(self.q_stage): + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_P_full_2_offset + i, + cute.arch.WARP_SIZE * len(self.softmax0_warp_ids), + ) + if warp_idx == 7: + cute.arch.mbarrier_init( + mbar_ptr + self.mbar_tmem_dealloc_offset, + cute.arch.WARP_SIZE + * len( + ( + *self.softmax0_warp_ids, + *self.softmax1_warp_ids, + *self.correction_warp_ids, + ) + ), + ) + # Relying on pipeline_kv constructor to call mbarrier_init_fence and sync + pipeline_kv = self.make_and_init_load_kv_pipeline(mbar_ptr + self.mbar_load_kv_full_offset) + + # Generate smem tensor Q/K/V/O + # (MMA, MMA_Q, MMA_D, PIPE) + sQ = storage.sQ.get_tensor(sQ_layout.outer, swizzle=sQ_layout.inner) + # (MMA, MMA_K, MMA_D, PIPE) + sK = storage.sK.get_tensor(sK_layout.outer, swizzle=sK_layout.inner) + # (MMA, MMA_K, MMA_D, PIPE) + # Strip swizzle info to reuse smem + sV = cute.make_tensor(cute.recast_ptr(sK.iterator, sV_layout.inner), sV_layout.outer) + if const_expr(not self.overlap_sO_sQ): + sO = storage.sO.get_tensor(sO_layout.outer, swizzle=sO_layout.inner) + else: + sO = cute.make_tensor(cute.recast_ptr(sQ.iterator, sO_layout.inner, self.o_dtype), sO_layout.outer) + + sScale = storage.sScale.get_tensor(cute.make_layout(self.q_stage * self.m_block_size * 2)) + + thr_mma_qk = tiled_mma_qk.get_slice(0) # default 1SM + thr_mma_pv = tiled_mma_pv.get_slice(0) # default 1SM + + qk_acc_shape = thr_mma_qk.partition_shape_C(self.mma_tiler_qk[:2]) + tStS_fake = thr_mma_qk.make_fragment_C(qk_acc_shape) + # This is a fake tensor, by right need to retrieve tmem_ptr. But we know that we always + # request 512 columns of tmem, so we know that it starts at 0. + tmem_ptr = cute.make_ptr(Float32, 0, mem_space=cute.AddressSpace.tmem, assumed_align=16) + tStS = cute.make_tensor(tmem_ptr, tStS_fake.layout) + + pv_acc_shape = thr_mma_pv.partition_shape_C(self.mma_tiler_pv[:2]) + tOtO = thr_mma_pv.make_fragment_C(pv_acc_shape) + + tStSs = tuple( + cute.make_tensor(tStS.iterator + self.tmem_s_offset[stage], tStS.layout) + for stage in range(self.q_stage) + ) + tOtOs = tuple( + cute.make_tensor(tOtO.iterator + self.tmem_o_offset[stage], tOtO.layout) + for stage in range(self.q_stage) + ) + + tP = cute.make_tensor(tStS.iterator, tP_layout.outer) + tOrP = thr_mma_pv.make_fragment_A(tP)[None, None, None, 0] + + tOrPs = [ + cute.make_tensor( + tOrP.iterator + + self.qk_acc_dtype.width // self.q_dtype.width * self.tmem_p_offset[stage], + tOrP.layout, + ) + for stage in range(self.q_stage) + ] + + block_info = BlockInfo( + # This is cta_tiler, not mma_tiler_qk, since we move by block by (2 * mma_tiler[0], mma_tiler[1]) + self.cta_tiler[0], + self.cta_tiler[1], + self.is_causal, + self.is_local, + self.is_split_kv, + window_size_left, + window_size_right, + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + ) + SeqlenInfoCls = partial( + SeqlenInfoQK.create, + seqlen_q_static=mQ.shape[0] if const_expr(not self.pack_gqa) else mQ.shape[0][1], + seqlen_k_static=mK.shape[0] + if const_expr(mPageTable is None) + else mK.shape[0] * mPageTable.shape[1], + mCuSeqlensQ=mCuSeqlensQ, + mCuSeqlensK=mCuSeqlensK, + mSeqUsedQ=mSeqUsedQ, + mSeqUsedK=mSeqUsedK, + ) + AttentionMaskCls = partial( + AttentionMask, + self.m_block_size, + self.n_block_size, + window_size_left=window_size_left, + window_size_right=window_size_right, + qhead_per_kvhead_packgqa=self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + ) + TileSchedulerCls = partial(self.tile_scheduler_cls.create, tile_sched_params) + + # /////////////////////////////////////////////////////////////////////////////// + # EMPTY + # /////////////////////////////////////////////////////////////////////////////// + for i in cutlass.range_constexpr(len(self.empty_warp_ids)): + if warp_idx == self.empty_warp_ids[i]: + cute.arch.warpgroup_reg_dealloc(self.num_regs_empty) + + # /////////////////////////////////////////////////////////////////////////////// + # LOAD + # /////////////////////////////////////////////////////////////////////////////// + if warp_idx >= self.load_warp_ids[0] and warp_idx <= self.load_warp_ids[-1]: + cute.arch.warpgroup_reg_dealloc(self.num_regs_other) + self.load( + thr_mma_qk, + thr_mma_pv, + mQ, + mK, + mV, + sQ, + sK, + sV, + mPageTable, + tma_atom_Q, + tma_atom_K, + tma_atom_V, + pipeline_kv, + mbar_ptr, + block_info, + num_splits, + SeqlenInfoCls, + TileSchedulerCls, + blocksparse_tensors, + ) + + # /////////////////////////////////////////////////////////////////////////////// + # MMA + # /////////////////////////////////////////////////////////////////////////////// + if warp_idx == self.mma_warp_id: + # if warp_idx == self.mma_warp_id or warp_idx == self.empty_warp_ids: + cute.arch.warpgroup_reg_dealloc(self.num_regs_other) + # Alloc tmem buffer + tmem_alloc_cols = Int32(self.tmem_alloc_cols) + if warp_idx == self.mma_warp_id: + cute.arch.alloc_tmem(tmem_alloc_cols, storage.tmem_holding_buf) + cute.arch.sync_warp() + + self.mma( + tiled_mma_qk, + tiled_mma_pv, + sQ, + sK, + sV, + tStSs, + tOtOs, + tOrPs, + pipeline_kv, + mbar_ptr, + block_info, + num_splits, + SeqlenInfoCls, + TileSchedulerCls, + blocksparse_tensors, + ) + + # if warp_idx == self.mma_warp_id: + # dealloc tmem buffer + cute.arch.relinquish_tmem_alloc_permit() + cute.arch.mbarrier_wait(mbar_ptr + self.mbar_tmem_dealloc_offset, 0) + tmem_alloc_cols = Int32(self.tmem_alloc_cols) + # Retrieving tmem ptr and make acc + tmem_ptr = cute.arch.retrieve_tmem_ptr( + Float32, + alignment=16, + ptr_to_buffer_holding_addr=storage.tmem_holding_buf, + ) + cute.arch.dealloc_tmem(tmem_ptr, tmem_alloc_cols) + + # /////////////////////////////////////////////////////////////////////////////// + # Epilogue + # /////////////////////////////////////////////////////////////////////////////// + if const_expr(not self.use_correction_warps_for_epi): + if warp_idx >= self.epilogue_warp_ids[0] and warp_idx <= self.epilogue_warp_ids[-1]: + cute.arch.warpgroup_reg_dealloc(self.num_regs_other) + self.epilogue_s2g( + mO, + sO, + gmem_tiled_copy_O, + tma_atom_O, + mbar_ptr, + block_info, + num_splits, + SeqlenInfoCls, + TileSchedulerCls, + ) + + # /////////////////////////////////////////////////////////////////////////////// + # Softmax + # /////////////////////////////////////////////////////////////////////////////// + if ( + (const_expr(self.q_stage == 2) and warp_idx <= self.softmax1_warp_ids[-1]) or + (const_expr(self.q_stage == 1) and warp_idx <= self.softmax0_warp_ids[-1]) + ): + # increase register after decreasing + cute.arch.warpgroup_reg_alloc(self.num_regs_softmax) + softmax_loop = partial( + self.softmax_loop, + softmax_scale_log2=softmax_scale_log2, + softmax_scale=softmax_scale, + thr_mma_qk=thr_mma_qk, + sScale=sScale, + mLSE=mLSE, + learnable_sink=learnable_sink, + mbar_ptr=mbar_ptr, + block_info=block_info, + num_splits=num_splits, + SeqlenInfoCls=SeqlenInfoCls, + AttentionMaskCls=AttentionMaskCls, + TileSchedulerCls=TileSchedulerCls, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + head_divmod=head_divmod, + blocksparse_tensors=blocksparse_tensors, + ) + + if const_expr(not self.s0_s1_barrier): + stage = Int32(0 if const_expr(self.q_stage == 1) or warp_idx < self.softmax1_warp_ids[0] else 1) + softmax_loop( + stage=stage, + tStSi=cute.make_tensor( + tStS.iterator + + (self.tmem_s_offset[0] if stage == 0 else self.tmem_s_offset[1]), + tStS.layout, + ), + ) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_tmem_dealloc_offset) + else: + # If there's s0_s1_barrier, it's faster to have 2 WGs having different code + if warp_idx < self.softmax1_warp_ids[0]: + tStSi = cute.make_tensor(tStS.iterator + self.tmem_s_offset[0], tStS.layout) + softmax_loop(stage=0, tStSi=tStSi) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_tmem_dealloc_offset) + if warp_idx < self.correction_warp_ids[0] and warp_idx >= self.softmax1_warp_ids[0]: + tStSi = cute.make_tensor(tStS.iterator + self.tmem_s_offset[1], tStS.layout) + softmax_loop(stage=1, tStSi=tStSi) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_tmem_dealloc_offset) + + # /////////////////////////////////////////////////////////////////////////////// + # Correction + # /////////////////////////////////////////////////////////////////////////////// + if warp_idx >= self.correction_warp_ids[0] and warp_idx < self.mma_warp_id: + cute.arch.warpgroup_reg_dealloc(self.num_regs_correction) + self.correction_loop( + thr_mma_qk, + thr_mma_pv, + tStS, + tOtOs, + sScale, + mO, + mLSE, + sO, + learnable_sink, + gmem_tiled_copy_O, + tma_atom_O, + mbar_ptr, + softmax_scale_log2, + block_info, + num_splits, + SeqlenInfoCls, + TileSchedulerCls, + blocksparse_tensors, + ) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_tmem_dealloc_offset) + + return + + @cute.jit + def load( + self, + thr_mma_qk: cute.core.ThrMma, + thr_mma_pv: cute.core.ThrMma, + mQ: cute.Tensor, + mK: cute.Tensor, + mV: cute.Tensor, + sQ: cute.Tensor, + sK: cute.Tensor, + sV: cute.Tensor, + mPageTable: Optional[cute.Tensor], + tma_atom_Q: cute.CopyAtom, + tma_atom_K: Optional[cute.CopyAtom], + tma_atom_V: Optional[cute.CopyAtom], + pipeline_kv: cutlass.pipeline.PipelineAsync, + mbar_ptr: cute.Pointer, + block_info: BlockInfo, + num_splits: Int32, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + blocksparse_tensors: Optional[BlockSparseTensors], + ): + num_load_threads = len(self.load_warp_ids) * cute.arch.WARP_SIZE + tidx = cute.arch.thread_idx()[0] % num_load_threads + q_producer_phase = Int32(1) + kv_producer_state = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Producer, self.kv_stage + ) + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + m_block, head_idx, batch_idx, split_idx = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + mQ_cur = seqlen.offset_batch_Q(mQ, batch_idx, dim=3)[None, None, head_idx] + gQ = cute.local_tile(mQ_cur, cute.select(self.mma_tiler_qk, mode=[0, 2]), (None, 0)) + + head_idx_kv = ( + head_idx // self.qhead_per_kvhead if const_expr(not self.pack_gqa) else head_idx + ) + if const_expr(mPageTable is None): + if const_expr(not seqlen.has_cu_seqlens_k): + mK_cur, mV_cur = [t[None, None, head_idx_kv, batch_idx] for t in (mK, mV)] + else: + mK_cur = cute.domain_offset((seqlen.offset_k, 0), mK[None, None, head_idx_kv]) + mV_cur = cute.domain_offset((0, seqlen.offset_k), mV[None, None, head_idx_kv]) + gK = cute.local_tile(mK_cur, cute.select(self.mma_tiler_qk, mode=[1, 2]), (None, 0)) + gV = cute.local_tile(mV_cur, cute.select(self.mma_tiler_pv, mode=[1, 2]), (0, None)) + else: + # Need to keep batch coord None since we'll index into it with page idx + mK_cur, mV_cur = [t[None, None, head_idx_kv, None] for t in (mK, mV)] + gK = cute.local_tile( + mK_cur, cute.select(self.mma_tiler_qk, mode=[1, 2]), (None, 0, None) + ) + gV = cute.local_tile( + mV_cur, cute.select(self.mma_tiler_pv, mode=[1, 2]), (0, None, None) + ) + tSgQ = thr_mma_qk.partition_A(gQ) + tSgK = thr_mma_qk.partition_B(gK) + tOgV = thr_mma_pv.partition_B(gV) + load_Q_fn, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_Q, 0, cute.make_layout(1), tSgQ, sQ + ) + + if const_expr(self.use_tma_KV): + tKsK, tKgK = cpasync.tma_partition( + tma_atom_K, + 0, # no multicast + cute.make_layout(1), + cute.group_modes(sK, 0, 3), + cute.group_modes(tSgK, 0, 3), + ) + tVsV, tVgV = cpasync.tma_partition( + tma_atom_V, + 0, # no multicast + cute.make_layout(1), + cute.group_modes(sV, 0, 3), + cute.group_modes(tOgV, 0, 3), + ) + paged_kv_manager = None + else: + page_size = mK.shape[0] + paged_kv_manager = PagedKVManager.create( + mPageTable, + mK, + mV, + FastDivmodDivisor(page_size), + batch_idx, + head_idx_kv, + tidx, + seqlen.seqlen_k, + 0, # leftpad_k + self.n_block_size, + self.head_dim_padded, + self.head_dim_v_padded, + num_load_threads, + mK.element_type, + ) + tKsK, tKgK = None, None + tVsV, tVgV = None, None + + load_Q = partial( + self.load_Q, + load_Q_fn, + mbar_ptr + self.mbar_load_q_full_offset, + mbar_ptr + self.mbar_load_q_empty_offset, + phase=q_producer_phase, + ) + # We have to use mbarrier directly in the load for KV instead of replying on + # pipeline_kv, because we could have different number of TMA bytes for K and V + load_K = partial( + self.load_KV, + tma_atom_K, + tKgK, + tKsK, + paged_kv_manager, + sK, + mbar_ptr + self.mbar_load_kv_full_offset, + mbar_ptr + self.mbar_load_kv_empty_offset, + K_or_V="K", + ) + load_V = partial( + self.load_KV, + tma_atom_V, + tVgV, + tVsV, + paged_kv_manager, + sV, + mbar_ptr + self.mbar_load_kv_full_offset, + mbar_ptr + self.mbar_load_kv_empty_offset, + K_or_V="V", + ) + + if const_expr(not self.use_block_sparsity): + n_block_min, n_block_max = block_info.get_n_block_min_max( + seqlen, m_block, split_idx, num_splits + ) + if const_expr(not self.is_split_kv) or n_block_min < n_block_max: + if const_expr(self.use_tma_KV) or tidx < cute.arch.WARP_SIZE: + load_Q(block=self.q_stage * m_block + 0, stage=0) # Q0 + n_block_first = n_block_max - 1 if n_block_max > 0 else 0 + page_idx = ( + mPageTable[batch_idx, n_block_first] + if const_expr(mPageTable is not None and self.use_tma_KV) + else None + ) + if const_expr(not self.use_tma_KV): + paged_kv_manager.load_page_table(n_block_first) + load_K(block=n_block_max - 1, producer_state=kv_producer_state, page_idx=page_idx) # K0 + kv_producer_state.advance() + if const_expr(self.q_stage == 2) and (const_expr(self.use_tma_KV) or tidx < cute.arch.WARP_SIZE): + load_Q(block=self.q_stage * m_block + 1, stage=1) # Q1 + q_producer_phase ^= 1 + load_V(block=n_block_max - 1, producer_state=kv_producer_state, page_idx=page_idx) # V0 + kv_producer_state.advance() + for i in cutlass.range(n_block_max - 1 - n_block_min, unroll=1): + n_block = n_block_max - 2 - i + page_idx = ( + mPageTable[batch_idx, n_block] + if const_expr(mPageTable is not None and self.use_tma_KV) + else None + ) + if const_expr(not self.use_tma_KV): + paged_kv_manager.load_page_table(n_block) + # if cute.arch.thread_idx()[0] % 32 == 0: cute.printf("n_block = {}, page_idx = {}", n_block, page_idx) + load_K(block=n_block, producer_state=kv_producer_state, page_idx=page_idx) # Ki + kv_producer_state.advance() + load_V(block=n_block, producer_state=kv_producer_state, page_idx=page_idx) # Vi + kv_producer_state.advance() + + else: + kv_producer_state, q_producer_phase = produce_block_sparse_loads_sm100( + blocksparse_tensors, + batch_idx, + head_idx, + m_block, + kv_producer_state, + load_Q, + load_K, + load_V, + pipeline_kv, + self.q_stage, + q_producer_phase, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + self.q_subtile_factor if self.q_subtile_factor is not None else 1, + ) + + + tile_scheduler.prefetch_next_work() + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + # End of persistent scheduler loop + + @cute.jit + def mma( + self, + tiled_mma_qk: cute.core.ThrMma, + tiled_mma_pv: cute.core.ThrMma, + sQ: cute.Tensor, + sK: cute.Tensor, + sV: cute.Tensor, + tStSs: Tuple[cute.Tensor, cute.Tensor], + tOtOs: tuple[cute.Tensor], + tOrPs: Tuple[cute.Tensor, cute.Tensor], + pipeline_kv: cutlass.pipeline.PipelineAsync, + mbar_ptr: cute.Pointer, + block_info: BlockInfo, + num_splits: Int32, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + blocksparse_tensors: Optional[BlockSparseTensors], + ): + tSrQ = tiled_mma_qk.make_fragment_A(sQ) + tSrK = tiled_mma_qk.make_fragment_B(sK) + tOrV = tiled_mma_pv.make_fragment_B(sV) + if const_expr(self.q_stage == 2): + tSrQs = (tSrQ[None, None, None, 0], tSrQ[None, None, None, 1]) + else: + tSrQs = (tSrQ[None, None, None, 0],) + + qk_mma_op, pv_mma_op = tiled_mma_qk.op, tiled_mma_pv.op + + gemm_Si = [ + partial( + sm100_utils.gemm_ptx_partial, + qk_mma_op, + self.tmem_s_offset[stage], + tSrQs[stage], + sA=sQ[None, None, None, stage], + zero_init=True, + ) + for stage in range(self.q_stage) + ] + gemm_Pi = [ + partial( + sm100_utils.gemm_ptx_partial, + pv_mma_op, + self.tmem_o_offset[stage], + tOrPs[stage], + sA=None, + ) + for stage in range(self.q_stage) + ] + + mma_q_consumer_phase = Int32(0) + mma_kv_consumer_state = cutlass.pipeline.make_pipeline_state( + cutlass.pipeline.PipelineUserType.Consumer, self.kv_stage + ) + P_full_O_rescaled_phase = Int32(0) + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + m_block, head_idx, batch_idx, split_idx = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + + block_iter_count = Int32(0) + process_tile = False + + if const_expr(self.use_block_sparsity): + block_iter_count = get_total_block_count( + blocksparse_tensors, + batch_idx, + head_idx, + m_block, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + self.q_subtile_factor if self.q_subtile_factor is not None else 1, + ) + process_tile = block_iter_count > Int32(0) + else: + n_block_min, n_block_max = block_info.get_n_block_min_max(seqlen, m_block, split_idx, num_splits) + block_iter_count = n_block_max - n_block_min + if const_expr(not self.is_split_kv): + process_tile = True + else: + process_tile = n_block_min < n_block_max + + if process_tile: + for stage in cutlass.range_constexpr(self.q_stage): + # GEMM_QK00 (Q0 * K0 -> S0) or GEMM_QK01 (Q1 * K0 -> S1) + # 1. wait for Q0 / Q1 + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_load_q_full_offset + stage, mma_q_consumer_phase + ) + # 2. wait for K0 + if const_expr(stage == 0): + pipeline_kv.consumer_wait(mma_kv_consumer_state) + tSrKi = tSrK[None, None, None, mma_kv_consumer_state.index] + # We don't need to acquire empty S0 / S1. + # For the first iteration, we don't need to wait as we're guaranteed S0 / S1 + # are empty. For subsequent iterations, the wait happened at the end + # of the while loop. + # 3. gemm + # tiled_mma_qk = sm100_utils.gemm(tiled_mma_qk, tStSs[stage], tSrQs[stage], tSrKi, zero_init=True) + sK_cur = sK[None, None, None, mma_kv_consumer_state.index] + if const_expr(self.uneven_kv_smem): + sK_cur = self.offset_kv_smem( + sK_cur, mma_kv_consumer_state.index, mma_kv_consumer_state.phase + ) + gemm_Si[stage](tCrB=tSrKi, sB=sK_cur) + # 4. release S0 / S1 + with cute.arch.elect_one(): + tcgen05.commit(mbar_ptr + self.mbar_S_full_offset + stage) + mma_q_consumer_phase ^= 1 + # 5. release K0 + pipeline_kv.consumer_release(mma_kv_consumer_state) + mma_kv_consumer_state.advance() + # End of GEMM (Q1 * K0 -> S1) + # Note: Q0 & Q1 are still needed in the seqlen_kv loop + # so we need to release them after the seqlen_kv loop + + # O hasn't been accumulated yet, its first MMA calculation doesn't need to accumulate + block_loop_count = block_iter_count - 1 + O_should_accumulate = False + for i in cutlass.range(block_loop_count, unroll=1): + # GEMM_PV00 (P0 * V0 -> O0_partial), O0 needs to be accumulated in the seqlen_kv loop + # 1. wait for V0 + pipeline_kv.consumer_wait(mma_kv_consumer_state) + mma_kv_release_state = mma_kv_consumer_state.clone() + Vi_index, Vi_phase = mma_kv_consumer_state.index, mma_kv_consumer_state.phase + tOrVi = tOrV[None, None, None, Vi_index] + for stage in cutlass.range_constexpr(self.q_stage): + # 2. acquire corrected O0/O1_partial and P0 / P1 + # For the first iteration in this work tile, waiting for O0/O1_partial + # means that the correction warps has finished reading tO during + # the last iteration of the previous work tile has finished. + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_P_full_O_rescaled_offset + stage, + P_full_O_rescaled_phase, + ) + # 3. gemm + # sm100_utils.gemm(tiled_mma_pv, tOtO0, tOrP0, tOrVi, zero_init=True) + # gemm_Pi[stage](tCrB=tOrVi, sB=sV[None, None, None, Vi_index], zero_init=not O_should_accumulate) + sV_cur = sV[None, None, None, Vi_index] + if const_expr(self.uneven_kv_smem): + sV_cur = self.offset_kv_smem(sV_cur, Vi_index, Vi_phase) + gemm_Pi[stage]( + tCrB=tOrVi, + sB=sV_cur, + zero_init=not O_should_accumulate, + mbar_ptr=mbar_ptr + self.mbar_P_full_2_offset + stage, + mbar_phase=P_full_O_rescaled_phase, + ) + # 4. release accumulated O0_partial / O1_partial + # Don't need to signal O_full to the correction warps anymore since the + # correction warps wait for the softmax warps anyway. By the time the softmax + # warps finished, S_i for the next iteration must have been done, so O_i-1 + # must have been done as well. + # with cute.arch.elect_one(): + # tcgen05.commit(mbar_ptr + self.mbar_O_full_offset + stage) + # 5. release V(i-1) + if const_expr(stage == self.q_stage - 1): + pipeline_kv.consumer_release(mma_kv_release_state) + mma_kv_release_state.advance() + # End of GEMM_PV00 (P0 * V0 -> O0_partial) + + # GEMM_QK0i (Q0 * Ki -> S0) + # 1. wait for Ki + if const_expr(stage == 0): + mma_kv_consumer_state.advance() + pipeline_kv.consumer_wait(mma_kv_consumer_state) + Ki_index, Ki_phase = mma_kv_consumer_state.index, mma_kv_consumer_state.phase + # 2. gemm + # Don't need to wait for the softmax warp to have finished reading the previous + # Si, since this gemm is scheduled after the PV gemm, which guaranteed that Si + # has been read and Pi has been written. + # tiled_mma_qk = sm100_utils.gemm(tiled_mma_qk, tStSs[stage], tSrQs[stage], tSrK[None, None, None, Ki_index], zero_init=True) + sK_cur = sK[None, None, None, Ki_index] + if const_expr(self.uneven_kv_smem): + sK_cur = self.offset_kv_smem(sK_cur, Ki_index, Ki_phase) + gemm_Si[stage](tCrB=tSrK[None, None, None, Ki_index], sB=sK_cur) + # 3. release S0 + with cute.arch.elect_one(): + tcgen05.commit(mbar_ptr + self.mbar_S_full_offset + stage) + # End of GEMM_QK0i (Q0 * Ki -> S0) + # 4. release Ki + pipeline_kv.consumer_release(mma_kv_consumer_state) + mma_kv_consumer_state.advance() + P_full_O_rescaled_phase ^= 1 + O_should_accumulate = True + # End of seqlen_kv loop + + # release Q0 & Q1 + with cute.arch.elect_one(): + for stage in cutlass.range_constexpr(self.q_stage): + tcgen05.commit(mbar_ptr + self.mbar_load_q_empty_offset + stage) + + # GEMM_PV00 (P0 * V0 -> O0_partial), O0 needs to be accumulated in the seqlen_kv loop + # 1. wait for V0 + pipeline_kv.consumer_wait(mma_kv_consumer_state) + Vi_index, Vi_phase = mma_kv_consumer_state.index, mma_kv_consumer_state.phase + tOrVi = tOrV[None, None, None, Vi_index] + for stage in cutlass.range_constexpr(self.q_stage): + # 2. acquire corrected Oi_partial and Pi + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_P_full_O_rescaled_offset + stage, P_full_O_rescaled_phase + ) + # 3. gemm + # sm100_utils.gemm(tiled_mma_pv, tOtO0, tOrP0, tOrVi, zero_init=True) + # gemm_Pi[stage](tCrB=tOrVi, sB=sV[None, None, None, Vi_index], zero_init=not O_should_accumulate) + sV_cur = sV[None, None, None, Vi_index] + if const_expr(self.uneven_kv_smem): + sV_cur = self.offset_kv_smem(sV_cur, Vi_index, Vi_phase) + gemm_Pi[stage]( + tCrB=tOrVi, + sB=sV_cur, + zero_init=not O_should_accumulate, + mbar_ptr=mbar_ptr + self.mbar_P_full_2_offset + stage, + mbar_phase=P_full_O_rescaled_phase, + ) + # 4. release accumulated O0_partial + # We do need O_full here since for the last tile, by the time the softmax warp + # has signaled to the correction warps, the softmax warp has just finished compute + # the row sum of the current tile. It does not guarantee that the 1st tile + # of the next work tile has been computed yet. + with cute.arch.elect_one(): + tcgen05.commit(mbar_ptr + self.mbar_O_full_offset + stage) + # End of GEMM_PV00 (P0 * V0 -> O0_partial) + P_full_O_rescaled_phase ^= 1 + # 5. release Vi_end + pipeline_kv.consumer_release(mma_kv_consumer_state) + mma_kv_consumer_state.advance() + # End of GEMM_PV1(i_end) (P1 * Vi_end -> O1) + + # Advance to next tile + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + # End of persistent scheduler loop + + + # for both softmax0 and softmax1 warp group + @cute.jit + def softmax_loop( + self, + stage: int | Int32, + softmax_scale_log2: Float32, + softmax_scale: Float32, + thr_mma_qk: cute.core.ThrMma, + tStSi: cute.Tensor, + sScale: cute.Tensor, + mLSE: Optional[cute.Tensor], + learnable_sink: Optional[cute.Tensor], + mbar_ptr: cute.Pointer, + block_info: BlockInfo, + num_splits: Int32, + SeqlenInfoCls: Callable, + AttentionMaskCls: Callable, + TileSchedulerCls: Callable, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + head_divmod=None, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + """Compute softmax on attention scores from QK matrix multiplication. + + This method handles the softmax computation for either the first or second half of the + attention matrix, depending on the 'stage' parameter. It calculates row-wise maximum + and sum values needed for stable softmax computation, applies optional masking, and + transforms raw attention scores into probability distributions. + + The implementation uses specialized memory access patterns and efficient math operations + for computing exp(x) using exp2 functions. It also coordinates pipeline + synchronization between MMA, correction, and sequence processing stages. + """ + tidx = cute.arch.thread_idx()[0] % ( + cute.arch.WARP_SIZE + # * (len(self.softmax0_warp_ids) if stage == 0 else len(self.softmax1_warp_ids) + * (len(self.softmax0_warp_ids)) + ) + + tStScale = cute.composition(tStSi, cute.make_layout((self.m_block_size, 1))) + tScS = thr_mma_qk.partition_C(cute.make_identity_tensor(self.mma_tiler_qk[:2])) + tScScale = cute.composition(tScS, cute.make_layout((self.m_block_size, 1))) + + tilePlikeFP32 = self.mma_tiler_qk[1] // 32 * self.v_dtype.width + tStP_layout = cute.composition( + tStSi.layout, cute.make_layout((self.m_block_size, tilePlikeFP32)) + ) + tStP = cute.make_tensor(tStSi.iterator + self.tmem_s_to_p_offset, tStP_layout) + + tmem_load_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(32)), + Float32, + ) + thr_tmem_load = tcgen05.make_tmem_copy(tmem_load_atom, tStSi).get_slice(tidx) + tStS_t2r = thr_tmem_load.partition_S(tStSi) + + tmem_store_scale_atom = cute.make_copy_atom( + tcgen05.copy.St32x32bOp(tcgen05.copy.Repetition(1)), + Float32, + ) + thr_tmem_store_scale = tcgen05.make_tmem_copy(tmem_store_scale_atom, tStScale).get_slice( + tidx + ) + + tStScale_r2t = thr_tmem_store_scale.partition_D(tStScale) + tmem_store_atom = cute.make_copy_atom( + tcgen05.copy.St32x32bOp(tcgen05.copy.Repetition(16)), + Float32, + ) + thr_tmem_store = tcgen05.make_tmem_copy(tmem_store_atom, tStP).get_slice(tidx) + tStP_r2t = thr_tmem_store.partition_D(tStP) + + mma_si_consumer_phase = Int32(0) + si_corr_producer_phase = Int32(1) + s0_s1_sequence_phase = Int32(1 if stage == 0 else 0) + + # self.warp_scheduler_barrier_init() + + warp_idx_in_wg = cute.arch.make_warp_uniform(cute.arch.warp_idx()) % 4 + mbar_s0_s1_sequence_offset = self.mbar_s0_s1_sequence_offset + warp_idx_in_wg + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + m_block, head_idx, batch_idx, split_idx = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + n_block_min, n_block_max = block_info.get_n_block_min_max(seqlen, m_block, split_idx, num_splits) + + mask = AttentionMaskCls(seqlen) + shared_mask_kwargs = dict( + m_block=self.q_stage * m_block + stage, + thr_mma=thr_mma_qk, + thr_tmem_load=thr_tmem_load, + mask_causal=self.is_causal, + mask_local=self.is_local, + batch_idx=batch_idx, + head_idx=head_idx, + aux_tensors=aux_tensors, + ) + + # Recompute fastdiv_mods if necessary + recompute_fastdiv_mods_q = cutlass.const_expr( + aux_tensors is not None and (seqlen.has_cu_seqlens_q or seqlen.has_seqused_q) + ) + recompute_fastdiv_mods_k = cutlass.const_expr( + aux_tensors is not None and (seqlen.has_cu_seqlens_k or seqlen.has_seqused_k) + ) + + if cutlass.const_expr(fastdiv_mods is not None): + seqlen_q_divmod, seqlen_k_divmod = fastdiv_mods + fastdiv_mods = ( + seqlen_q_divmod + if not recompute_fastdiv_mods_q + else FastDivmodDivisor(seqlen.seqlen_q), + seqlen_k_divmod + if not recompute_fastdiv_mods_k + else FastDivmodDivisor(seqlen.seqlen_k), + ) + + mask_mod = self.mask_mod if const_expr(self.mask_mod is not None) else None + mask_fn = partial( + mask.apply_mask_sm100, + mask_mod=mask_mod, + fastdiv_mods=fastdiv_mods, + head_divmod=head_divmod, + **shared_mask_kwargs, + ) + if const_expr(self.use_block_sparsity): + # Full blocks dont need mask_mod + mask_fn_none = partial( + mask.apply_mask_sm100, + mask_mod=None, + fastdiv_mods=fastdiv_mods, + head_divmod=head_divmod, + **shared_mask_kwargs, + ) + else: + mask_fn_none = None + + softmax = SoftmaxSm100.create( + softmax_scale_log2, + rescale_threshold=8.0 if const_expr(self.q_dtype.width == 16) else 0.0, + softmax_scale=softmax_scale, + ) + softmax.reset() + + if const_expr(self.use_block_sparsity): + tile_block_count = get_total_block_count( + blocksparse_tensors, + batch_idx, + head_idx, + m_block, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + self.q_subtile_factor if self.q_subtile_factor is not None else 1, + ) + has_work = tile_block_count > Int32(0) + else: + tile_block_count = n_block_max - n_block_min + has_work = const_expr(not self.is_split_kv) or tile_block_count > Int32(0) + + softmax_step = partial( + self.softmax_step, + softmax=softmax, + mbar_ptr=mbar_ptr, + mbar_s0_s1_sequence_offset=mbar_s0_s1_sequence_offset, + thr_mma_qk=thr_mma_qk, + thr_tmem_load=thr_tmem_load, + thr_tmem_store=thr_tmem_store, + thr_tmem_store_scale=thr_tmem_store_scale, + tStS_t2r=tStS_t2r, + tStScale_r2t=tStScale_r2t, + tStP_r2t=tStP_r2t, + sScale=sScale, + stage=stage, + batch_idx=batch_idx, + head_idx=head_idx, + m_block=self.q_stage * m_block + stage, + seqlen=seqlen, + aux_tensors=aux_tensors, + fastdiv_mods=fastdiv_mods, + head_divmod=head_divmod, + ) + + if has_work: + # Softmax acts as the producer: wait until correction signals the stage is empty + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_softmax_corr_empty_offset + stage, si_corr_producer_phase + ) + si_corr_producer_phase ^= 1 + + # Block sparse or dense iteration + if const_expr(self.use_block_sparsity): + # When aux_tensors exist, Q indices beyond seqlen_q must be wrapped to avoid + # OOB aux_tensor access. Only edge tiles (where m_tile_end > seqlen_q) need this. + if const_expr(aux_tensors is not None): + m_tile_end = (self.q_stage * m_block + stage + 1) * self.m_block_size + check_m_boundary = m_tile_end > seqlen.seqlen_q + else: + check_m_boundary = False + ( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + empty_tile, + ) = softmax_block_sparse_sm100( + blocksparse_tensors, + batch_idx, + head_idx, + m_block, + softmax_step, + mask_fn, + mask_fn_none, + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + mbar_ptr, + self.mbar_softmax_corr_full_offset, + self.mbar_softmax_corr_empty_offset, + self.mbar_P_full_O_rescaled_offset, + self.mbar_P_full_2_offset, + self.q_stage, + Int32(stage), + check_m_boundary, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + self.q_subtile_factor if self.q_subtile_factor is not None else 1, + ) + if not empty_tile: + sScale[tidx + stage * self.m_block_size] = softmax.row_sum[0] + if const_expr(mLSE is not None or learnable_sink is not None): + sScale[ + tidx + stage * self.m_block_size + self.m_block_size * 2 + ] = softmax.row_max[0] + # if tidx == 0: + # cute.printf("softmax row sum stage %d: %f, row_max = %f\n", stage, softmax.row_sum[0], softmax.row_max[0]) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_softmax_corr_full_offset + stage) + # if tidx == 0: cute.printf("softmax row sum stage %d: %f\n", stage, softmax.row_sum[0]) + else: + if const_expr(not self.is_split_kv) or tile_block_count > Int32(0): + mma_si_consumer_phase, si_corr_producer_phase, s0_s1_sequence_phase = softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + n_block_max - 1, + is_first=True, + mask_fn=partial(mask_fn, mask_seqlen=True), + ) + n_block_max -= 1 + # Next couple of iterations with causal masking + if const_expr(self.is_causal or self.is_local): + n_block_min_causal_local_mask = block_info.get_n_block_min_causal_local_mask( + seqlen, m_block, n_block_min + ) + for n_tile in cutlass.range(n_block_max - n_block_min_causal_local_mask, unroll=1): + n_block = n_block_max - 1 - n_tile + mma_si_consumer_phase, si_corr_producer_phase, s0_s1_sequence_phase = ( + softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + n_block, + mask_fn=partial(mask_fn, mask_seqlen=False), + ) + ) + n_block_max = cutlass.min(n_block_max, n_block_min_causal_local_mask) + # The remaining iterations have no masking (but may still need mask_mod) + n_block_min_before_local_mask = block_info.get_n_block_min_before_local_mask( + seqlen, m_block, n_block_min + ) + for n_tile in cutlass.range(n_block_max - n_block_min_before_local_mask, unroll=1): + n_block = n_block_max - n_tile - 1 + if const_expr(self.mask_mod is not None): + mma_si_consumer_phase, si_corr_producer_phase, s0_s1_sequence_phase = softmax_step( + mma_si_consumer_phase, si_corr_producer_phase, s0_s1_sequence_phase, n_block, + mask_fn=partial(mask_fn, mask_seqlen=False), + ) + else: + mma_si_consumer_phase, si_corr_producer_phase, s0_s1_sequence_phase = softmax_step( + mma_si_consumer_phase, si_corr_producer_phase, s0_s1_sequence_phase, n_block, + ) + # Separate iterations with local masking on the left + if const_expr(self.is_local and block_info.window_size_left is not None): + n_block_max = cutlass.min(n_block_max, n_block_min_before_local_mask) + for n_tile in cutlass.range(0, n_block_max - n_block_min, unroll=1): + n_block = n_block_max - 1 - n_tile + mma_si_consumer_phase, si_corr_producer_phase, s0_s1_sequence_phase = ( + softmax_step( + mma_si_consumer_phase, + si_corr_producer_phase, + s0_s1_sequence_phase, + n_block, + mask_fn=partial(mask_fn, mask_seqlen=False), + ) + ) + # Now that we no longer already have the 1st iteration, need mask_seqlen=True here + + # Dense path always writes scale / signals + sScale[tidx + stage * self.m_block_size] = softmax.row_sum[0] + if const_expr(mLSE is not None or learnable_sink is not None): + sScale[ + tidx + stage * self.m_block_size + self.m_block_size * 2 + ] = softmax.row_max[0] + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_softmax_corr_full_offset + stage) + + # # Write LSE to gmem + # if const_expr(mLSE is not None): + # acc_O_mn_row_is_zero_or_nan = softmax.row_sum[0] == 0.0 or softmax.row_sum[0] != softmax.row_sum[0] + # scale = ( + # cute.arch.rcp_approx(softmax.row_sum[0] if not acc_O_mn_row_is_zero_or_nan else 1.0) + # ) + # LN2 = math.log(2.0) + # lse = ( + # (softmax.row_max[0] * softmax.scale_log2 + utils.log2f(softmax.row_sum[0])) * LN2 + # if not acc_O_mn_row_is_zero_or_nan else -Float32.inf + # ) + # if const_expr(not seqlen.has_cu_seqlens_q): + # mLSE_cur = mLSE[None, head_idx, batch_idx] + # else: + # mLSE_cur = cute.domain_offset((seqlen.offset_q,), mLSE[None, head_idx]) + # gLSE = cute.local_tile(mLSE_cur, (self.m_block_size,), (m_block * 2 + stage,)) + # if tidx < seqlen.seqlen_q - (m_block * 2 + stage) * self.m_block_size: + # gLSE[tidx] = lse + + # Advance to next tile + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + # End of persistent scheduler loop + + @cute.jit + def softmax_step( + self, + mma_si_consumer_phase: Int32, + si_corr_producer_phase: Int32, + s0_s1_sequence_phase: Int32, + n_block: Int32, + softmax: SoftmaxSm100, + mbar_ptr: cute.Pointer, + mbar_s0_s1_sequence_offset: Int32, + thr_mma_qk: cute.core.ThrMma, + thr_tmem_load: cute.CopyAtom, + thr_tmem_store: cute.CopyAtom, + thr_tmem_store_scale: cute.CopyAtom, + tStS_t2r: cute.Tensor, + tStScale_r2t: cute.Tensor, + tStP_r2t: cute.Tensor, + sScale: cute.Tensor, + stage: int | Int32, + batch_idx: Int32, + head_idx: Int32, + m_block: Int32, + seqlen, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + head_divmod=None, + mask_fn: Optional[Callable] = None, + is_first: bool = False, + ) -> Tuple[cute.Int32, cute.Int32, cute.Int32]: + """Perform a single step of the softmax computation on a block of attention scores. + + This method processes one block of the attention matrix, computing numerically stable + softmax by first finding the row maximum, subtracting it from all elements, applying + exponential function, and then normalizing by the sum of exponentials. It also handles + optional masking of attention scores. + + The method involves several key operations: + 1. Loading attention scores from tensor memory + 2. Applying optional masking based on position + 3. Computing row-wise maximum values for numerical stability + 4. Transforming scores using exp2(x*scale - max*scale) + 5. Computing row sums for normalization + 6. Coordinating pipeline synchronization between different processing stages + """ + tilePlikeFP32 = self.mma_tiler_qk[1] // Float32.width * self.v_dtype.width + tScS = thr_mma_qk.partition_C(cute.make_identity_tensor(self.mma_tiler_qk[:2])) + tScScale = cute.composition(tScS, cute.make_layout((self.m_block_size, 1))) + tScP = cute.composition(tScS, cute.make_layout((self.m_block_size, tilePlikeFP32))) + + # Wait for Si + cute.arch.mbarrier_wait(mbar_ptr + self.mbar_S_full_offset + stage, mma_si_consumer_phase) + tSrS_t2r = cute.make_fragment(thr_tmem_load.partition_D(tScS).shape, self.qk_acc_dtype) + cute.copy(thr_tmem_load, tStS_t2r, tSrS_t2r) + if cutlass.const_expr(self.score_mod is not None): + self.apply_score_mod( + tSrS_t2r, + thr_tmem_load, + thr_mma_qk, + batch_idx, + head_idx, + m_block, + n_block, + softmax, + seqlen, + aux_tensors, + fastdiv_mods, + head_divmod, + ) + + if const_expr(mask_fn is not None): + mask_fn(tSrS_t2r, n_block=n_block) + row_max, acc_scale = softmax.update_row_max(tSrS_t2r.load(), is_first) + + if const_expr(not is_first): + # tSrScale_r2t = cute.make_fragment(thr_tmem_store_scale.partition_S(tScScale).shape, Float32) + # tSrScale_r2t[0] = acc_scale + # cute.copy(thr_tmem_store_scale, tSrScale_r2t, tStScale_r2t) + # cute.arch.fence_view_async_tmem_store() + thread_idx = thr_tmem_load.thr_idx + sScale[thread_idx + stage * self.m_block_size] = acc_scale + # if thread_idx == 0: cute.printf("softmax acc_scale stage %d: %f, row_max = %f\n", stage, acc_scale, row_max) + # Notify correction wg that row_max is ready + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_softmax_corr_full_offset + stage) + + # if thread_idx == 0 and stage == 0: cute.print_tensor(tSrS_t2r) + # print(tSrS_t2r) + softmax.scale_subtract_rowmax(tSrS_t2r, row_max) + # Sequence barrier wait + if const_expr(self.s0_s1_barrier): + cute.arch.mbarrier_wait( + mbar_ptr + mbar_s0_s1_sequence_offset + stage * 4, s0_s1_sequence_phase + ) + tSrP_r2t_f32 = cute.make_fragment(thr_tmem_store.partition_S(tScP).shape, Float32) + tSrP_r2t = cute.make_tensor( + cute.recast_ptr(tSrP_r2t_f32.iterator, dtype=self.q_dtype), + tSrS_t2r.layout, + ) + # softmax.scale_apply_exp2_convert(tSrS_t2r, row_max, tSrP_r2t) + softmax.apply_exp2_convert( + tSrS_t2r, + tSrP_r2t, + e2e=mask_fn is None and self.head_dim_padded <= 128, + e2e_freq=self.e2e_freq, + ) + # Sequence barrier arrive + if const_expr(self.s0_s1_barrier): + cute.arch.mbarrier_arrive(mbar_ptr + mbar_s0_s1_sequence_offset + (1 - stage) * 4) + # print(tSrP_r2t_f32, tStP_r2t) + # cute.copy(thr_tmem_store, tSrP_r2t_f32, tStP_r2t) + for i in cutlass.range_constexpr(cute.size(tStP_r2t.shape[2]) // 4 * 3): + cute.copy(thr_tmem_store, tSrP_r2t_f32[None, None, i], tStP_r2t[None, None, i]) + cute.arch.fence_view_async_tmem_store() + # Notify mma warp that P is ready + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_P_full_O_rescaled_offset + stage) + for i in cutlass.range_constexpr( + cute.size(tStP_r2t.shape[2]) // 4 * 3, cute.size(tStP_r2t.shape[2]) + ): + cute.copy(thr_tmem_store, tSrP_r2t_f32[None, None, i], tStP_r2t[None, None, i]) + cute.arch.fence_view_async_tmem_store() + # Notify mma warp that the 2nd half of P is ready + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_P_full_2_offset + stage) + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_softmax_corr_empty_offset + stage, si_corr_producer_phase + ) + softmax.update_row_sum(tSrS_t2r.load(), acc_scale, is_first) + # acc_scale = cute.arch.exp2(acc_scale_) + return mma_si_consumer_phase ^ 1, si_corr_producer_phase ^ 1, s0_s1_sequence_phase ^ 1 + + @cute.jit + def correction_loop( + self, + thr_mma_qk: cute.core.ThrMma, + thr_mma_pv: cute.core.ThrMma, + tStS: cute.Tensor, + tOtOs: tuple[cute.Tensor], + sScale: cute.Tensor, + mO: cute.Tensor, + mLSE: cute.Tensor, + sO: cute.Tensor, + learnable_sink: Optional[cute.Tensor], + gmem_tiled_copy_O: cute.TiledCopy, + tma_atom_O: cute.CopyAtom, + mbar_ptr: cute.Pointer, + softmax_scale_log2: Float32, + block_info: BlockInfo, + num_splits: Int32, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + blocksparse_tensors: Optional[BlockSparseTensors] = None, + ): + tidx = cute.arch.thread_idx()[0] % (cute.arch.WARP_SIZE * len(self.correction_warp_ids)) + tScS = thr_mma_qk.partition_C(cute.make_identity_tensor(self.mma_tiler_qk[:2])) + tStScale_layout = cute.composition(tStS.layout, cute.make_layout((self.m_block_size, 1))) + tStScales = tuple( + cute.make_tensor(tStS.iterator + self.tmem_vec_offset[stage], tStScale_layout) + for stage in range(self.q_stage) + ) + tScScale = cute.composition(tScS, cute.make_layout((self.m_block_size, 1))) + tmem_load_v_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(1)), + self.qk_acc_dtype, + ) + thr_tmem_load_vec = tcgen05.make_tmem_copy(tmem_load_v_atom, tStScales[0]).get_slice(tidx) + + tStScales_t2r = [thr_tmem_load_vec.partition_S(tStScales[stage]) for stage in range(self.q_stage)] + tSrScale_t2r_shape = thr_tmem_load_vec.partition_D(tScScale).shape + + # First iter: no correction is required + for stage in cutlass.range_constexpr(self.q_stage): + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_P_full_O_rescaled_offset + stage) + + softmax_corr_consumer_phase = Int32(0) + o_corr_consumer_phase = Int32(0) + corr_epi_producer_phase = Int32(1) + + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + m_block, head_idx, batch_idx, split_idx = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + n_block_min, n_block_max = block_info.get_n_block_min_max(seqlen, m_block, split_idx, num_splits) + + if const_expr(self.is_split_kv): + mO_cur = seqlen.offset_batch_Q(mO, batch_idx, dim=3)[None, None, head_idx, split_idx] + else: + mO_cur = seqlen.offset_batch_Q(mO, batch_idx, dim=3)[None, None, head_idx] + gO = cute.local_tile(mO_cur, (self.m_block_size, self.head_dim_v_padded), (None, 0)) + + # Default LSE to -inf for invalid split_idx tiles + stats = [(0.0, -Float32.inf if const_expr(mLSE is not None or learnable_sink is not None) else None, True)] * self.q_stage + + if const_expr(self.use_block_sparsity): + total_block_count = get_total_block_count( + blocksparse_tensors, + batch_idx, + head_idx, + m_block, + self.qhead_per_kvhead if const_expr(self.pack_gqa) else 1, + self.q_subtile_factor if self.q_subtile_factor is not None else 1, + ) + has_work = total_block_count > Int32(0) + else: + total_block_count = n_block_max - n_block_min + has_work = const_expr(not self.is_split_kv) or total_block_count > Int32(0) + + if has_work: + # Ignore first signal from softmax as no correction is required + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_softmax_corr_full_offset + 0, softmax_corr_consumer_phase + ) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_softmax_corr_empty_offset + 0) + if const_expr(self.q_stage == 2): + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_softmax_corr_full_offset + 1, softmax_corr_consumer_phase + ) + softmax_corr_consumer_phase ^= 1 + + tSrScale_t2r = cute.make_fragment(tSrScale_t2r_shape, Float32) + for i in cutlass.range(total_block_count - 1, unroll=1): + for stage in cutlass.range_constexpr(self.q_stage): + # wait for S0 / S1 + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_softmax_corr_full_offset + stage, + softmax_corr_consumer_phase, + ) + # cute.copy(tiled_tmem_load_vec, tStScales_t2r[stage], tSrScale_t2r) + # cute.arch.fence_view_async_tmem_load() + # scale = tSrScale_t2r[0] + scale = sScale[tidx + stage * self.m_block_size] + should_rescale = cute.arch.vote_ballot_sync(scale < 1.0) != 0 + # should_rescale = True + # if tidx == 0: cute.printf("Correction scale i = %d, for stage %d: %f, should_rescale = %d\n", i, stage, scale, should_rescale) + # Don't need O_full anymore, since by the time softmax has signaled the correction + # warps, S_i must have been done, so O_i-1 must have been done as well. + # cute.arch.mbarrier_wait(mbar_ptr + self.mbar_O_full_offset + stage, o_corr_consumer_phase) + if should_rescale: + self.correction_rescale( + thr_mma_pv, tOtOs[stage], tidx, scale + ) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_P_full_O_rescaled_offset + stage) + if const_expr(self.q_stage == 2): + cute.arch.mbarrier_arrive( + mbar_ptr + self.mbar_softmax_corr_empty_offset + (1 - stage) + ) + else: + cute.arch.mbarrier_arrive( + mbar_ptr + self.mbar_softmax_corr_empty_offset + stage + ) + softmax_corr_consumer_phase ^= 1 + # o_corr_consumer_phase ^= 1 + if const_expr(self.q_stage == 2): + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_softmax_corr_empty_offset + 1) + # End of seqlen_corr_loop_steps + + # Even in the case of self.overlap_sO_sQ, we can write to stage 0 of sO without + # additional sync because the MMA in the top half must have been done. + # Similarly we can write to stage 1 of sO without additional sync. + learnable_sink_val = [None] * self.q_stage + if const_expr(learnable_sink is not None): + if const_expr(not self.pack_gqa): + sink_val = Float32(learnable_sink[head_idx]) + learnable_sink_val = [sink_val] * self.q_stage + else: # Each thread might have a different sink value due to different q_head + for stage in cutlass.range_constexpr(self.q_stage): + q_head_idx = ( + (self.q_stage * m_block + stage) * self.m_block_size + tidx + ) % self.qhead_per_kvhead + head_idx * self.qhead_per_kvhead + learnable_sink_val[stage] = Float32(learnable_sink[q_head_idx]) + for stage in cutlass.range_constexpr(self.q_stage): + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_softmax_corr_full_offset + stage, + softmax_corr_consumer_phase, + ) + # cute.copy(tiled_tmem_load_vec, tStScales_t2r[stage], tSrScale_t2r) + # cute.arch.fence_view_async_tmem_load() + # scale = tSrScale_t2r[0] + row_sum = sScale[tidx + stage * self.m_block_size] + if const_expr(mLSE is not None or learnable_sink is not None): + row_max = sScale[tidx + stage * self.m_block_size + self.m_block_size * 2] + else: + row_max = None + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_softmax_corr_empty_offset + stage) + if const_expr(learnable_sink is not None): + LOG2_E = math.log2(math.e) + sink_val = learnable_sink_val[stage] + if const_expr(not self.is_split_kv) or split_idx == 0: + if row_max == -Float32.inf: + # It's possible to have an empty row with splitKV. + row_max = sink_val * (LOG2_E / softmax_scale_log2) + row_sum = Float32(1.0) + else: + row_sum += utils.exp2f( + sink_val * LOG2_E - row_max * softmax_scale_log2 + ) + acc_O_mn_row_is_zero_or_nan = row_sum == 0.0 or row_sum != row_sum + stats[stage] = (row_sum, row_max, acc_O_mn_row_is_zero_or_nan) + scale = cute.arch.rcp_approx(row_sum if not acc_O_mn_row_is_zero_or_nan else 1.0) + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_O_full_offset + stage, o_corr_consumer_phase + ) + if const_expr(not self.use_correction_warps_for_epi): + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_corr_epi_empty_offset + stage, corr_epi_producer_phase + ) + self.correction_epilogue( + thr_mma_pv, + tOtOs[stage], + tidx, + stage, + m_block, + seqlen.seqlen_q, + scale, + sO[None, None, stage], + mO_cur, + gO, + gmem_tiled_copy_O, + ) + if const_expr(not self.use_correction_warps_for_epi): + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_corr_epi_full_offset + stage) + # Signal for the next work tile that O buffers in tmem are already read, so + # mma warp can write to them + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_P_full_O_rescaled_offset + stage) + # if tidx == 0: cute.printf("Correction final scale for stage %d: %f\n", stage, scale) + + o_corr_consumer_phase ^= 1 + softmax_corr_consumer_phase ^= 1 + corr_epi_producer_phase ^= 1 + else: + # WARNING: we need some code before the const_expr, see https://github.com/NVIDIA/cutlass/issues/2781 + if const_expr(self.use_correction_warps_for_epi): + gmem_tiled_copy_O_for_empty_tile = gmem_tiled_copy_O + else: + gmem_tiled_copy_O_for_empty_tile = None + if const_expr(self.use_block_sparsity): + ( + softmax_corr_consumer_phase, + o_corr_consumer_phase, + corr_epi_producer_phase, + ) = handle_block_sparse_empty_tile_correction_sm100( + tidx, + self.q_stage, + self.m_block_size, + self.qhead_per_kvhead, + self.pack_gqa, + self.is_split_kv, + learnable_sink, + mLSE, + seqlen, + m_block, + head_idx, + batch_idx, + split_idx, + sScale, + stats, + self.correction_epilogue, + thr_mma_pv, + tOtOs, + sO, + mbar_ptr, + self.mbar_softmax_corr_full_offset, + self.mbar_softmax_corr_empty_offset, + self.mbar_P_full_O_rescaled_offset, + self.mbar_P_full_2_offset, + self.mbar_corr_epi_full_offset, + self.mbar_corr_epi_empty_offset, + softmax_corr_consumer_phase, + o_corr_consumer_phase, + corr_epi_producer_phase, + softmax_scale_log2, + mO_cur, + gO, + gmem_tiled_copy_O_for_empty_tile, + ) + + if const_expr(mLSE is not None): + if const_expr(not seqlen.has_cu_seqlens_q): + if const_expr(self.is_split_kv): + mLSE_cur = mLSE[None, head_idx, batch_idx, split_idx] + else: + mLSE_cur = mLSE[None, head_idx, batch_idx] + else: + offset = ( + seqlen.offset_q if const_expr(not self.pack_gqa) else (0, seqlen.offset_q) + ) + if const_expr(self.is_split_kv): + mLSE_cur = cute.domain_offset((offset,), mLSE[None, head_idx, split_idx]) + else: + mLSE_cur = cute.domain_offset((offset,), mLSE[None, head_idx]) + for stage in cutlass.range_constexpr(self.q_stage): + gLSE = cute.local_tile( + mLSE_cur, (self.m_block_size,), (self.q_stage * m_block + stage,) + ) + row_sum, row_max, acc_O_mn_row_is_zero_or_nan = stats[stage] + # if tidx == 0 and stage <= 1: + # cute.printf("row_sum = {}, row_max = {}, acc_O_mn_row_is_zero_or_nan = {}\n", row_sum, row_max, acc_O_mn_row_is_zero_or_nan) + LN2 = math.log(2.0) + lse = ( + (row_max * softmax_scale_log2 + utils.log2f(row_sum)) * LN2 + if not acc_O_mn_row_is_zero_or_nan + else -Float32.inf + ) + seqlen_q = ( + seqlen.seqlen_q + if const_expr(not self.pack_gqa) + else seqlen.seqlen_q * self.qhead_per_kvhead + ) + if tidx < seqlen_q - (self.q_stage * m_block + stage) * self.m_block_size: + # This actually just works with PackGQA too + gLSE[tidx] = lse + + # Advance to next tile + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + # End of persistent scheduler loop + + @cute.jit + def correction_rescale( + self, + thr_mma: cute.core.ThrMma, + tOtO: cute.Tensor, + tidx: Int32, + scale: Float32, + ): + """Rescale intermediate attention results based on softmax normalization factor. + + This method performs a crucial correction step in the attention computation pipeline. + When processing attention in blocks, the softmax normalization factors may change + as new blocks are processed. This method rescales previously computed partial + output values to account for updated normalization factors. + + The implementation uses efficient tensor memory operations to: + 1. Load existing partial attention output from tensor memory + 2. Apply the scaling factor to all elements + 3. Store the rescaled results back to tensor memory + """ + tOcO = thr_mma.partition_C(cute.make_identity_tensor(self.mma_tiler_pv[:2])) + corr_tile_size = 16 # tuneable parameter + tmem_load_atom = cute.make_copy_atom( + tcgen05.copy.Ld32x32bOp(tcgen05.copy.Repetition(corr_tile_size)), + self.pv_acc_dtype, + ) + tmem_store_atom = cute.make_copy_atom( + tcgen05.copy.St32x32bOp(tcgen05.copy.Repetition(corr_tile_size)), + self.pv_acc_dtype, + ) + tOtO_i = cute.composition(tOtO, cute.make_layout((self.m_block_size, corr_tile_size))) + tOcO_i = cute.composition(tOcO, cute.make_layout((self.m_block_size, corr_tile_size))) + thr_tmem_load = tcgen05.make_tmem_copy(tmem_load_atom, tOtO_i).get_slice(tidx) + thr_tmem_store = tcgen05.make_tmem_copy(tmem_store_atom, tOtO_i).get_slice(tidx) + tOtO_t2r = thr_tmem_load.partition_S(tOtO_i) + tOrO_t2r_shape = thr_tmem_load.partition_D(tOcO_i).shape + tOtO_r2t = thr_tmem_store.partition_D(tOtO_i) + + frg_count = self.head_dim_v_padded // corr_tile_size + tOrO_frg = cute.make_fragment((tOrO_t2r_shape, frg_count), self.pv_acc_dtype) + for i in cutlass.range_constexpr(frg_count): + tOrO_frg = cute.make_fragment(tOrO_t2r_shape, self.pv_acc_dtype) + tOtO_t2r_i = cute.make_tensor(tOtO_t2r.iterator + i * corr_tile_size, tOtO_t2r.layout) + cute.copy(thr_tmem_load, tOtO_t2r_i, tOrO_frg) + for j in cutlass.range(0, cute.size(tOrO_frg), 2, unroll_full=True): + tOrO_frg[j], tOrO_frg[j + 1] = utils.mul_packed_f32x2( + (tOrO_frg[j], tOrO_frg[j + 1]), + (scale, scale), + ) + tOtO_r2t_i = cute.make_tensor(tOtO_r2t.iterator + i * corr_tile_size, tOtO_r2t.layout) + cute.copy(thr_tmem_store, tOrO_frg, tOtO_r2t_i) + cute.arch.fence_view_async_tmem_store() + + @cute.jit + def correction_epilogue( + self, + thr_mma: cute.core.ThrMma, + tOtO: cute.Tensor, + tidx: Int32, + stage: Int32, + m_block: Int32, + seqlen_q: Int32, + scale: Float32, + sO: cute.Tensor, + mO_cur: Optional[cute.Tensor] = None, + gO: Optional[cute.Tensor] = None, + gmem_tiled_copy_O: Optional[cute.TiledCopy] = None, + ): + """Apply final scaling and transformation to attention output before writing to global memory. + + This correction_epilogue function handles the final processing step for attention output values. + It applies a scaling factor to the accumulated attention results and prepares the + data for efficient transfer back to global memory. + + The method performs: + 1. Loading of accumulated attention results from tensor memory + 2. Application of the final output scaling factor + 3. Type conversion if necessary (typically from higher precision accumulator to output precision) + 4. Reorganization of data for optimal memory access patterns + 5. Preparation for efficient TMA store operations + + :param thr_mma: Thread MMA operation for the computation + :type thr_mma: cute.core.ThrMma + :param tOtO: Tensor containing accumulated attention output + :type tOtO: cute.Tensor + :param scale: Final scaling factor to apply to the output + :type scale: Float32 + :param sO: Shared memory tensor for the final output + :type sO: cute.Tensor + """ + + corr_tile_size = 32 * 8 // self.o_dtype.width + tOsO = thr_mma.partition_C(sO) + tOcO = thr_mma.partition_C(cute.make_identity_tensor(self.mma_tiler_pv[:2])) + + tOtO_i = cute.logical_divide(tOtO, cute.make_layout((self.m_block_size, corr_tile_size))) + tOcO_i = cute.logical_divide(tOcO, cute.make_layout((self.m_block_size, corr_tile_size))) + tOsO_i = cute.logical_divide(tOsO, cute.make_layout((self.m_block_size, corr_tile_size))) + + epi_subtile = (self.epi_tile[0], corr_tile_size) + tmem_copy_atom = sm100_utils_basic.get_tmem_load_op( + self.mma_tiler_pv, + self.o_layout, + self.o_dtype, + self.pv_acc_dtype, + epi_subtile, + use_2cta_instrs=False, + ) + tiled_tmem_load = tcgen05.make_tmem_copy(tmem_copy_atom, tOtO_i[(None, None), 0]).get_slice( + tidx + ) + thr_tmem_load = tiled_tmem_load.get_slice(tidx) + smem_copy_atom = sm100_utils_basic.get_smem_store_op( + self.o_layout, self.o_dtype, self.pv_acc_dtype, tiled_tmem_load + ) + tiled_smem_store = cute.make_tiled_copy_D(smem_copy_atom, tiled_tmem_load) + + tOtO_t2r = thr_tmem_load.partition_S(tOtO_i[(None, None), None]) + tOsO_s2r = thr_tmem_load.partition_D(tOsO_i[(None, None), None]) + tOcO_t2r = thr_tmem_load.partition_D(tOcO_i[(None, None), None]) + for i in cutlass.range_constexpr(self.head_dim_v_padded // corr_tile_size): + tOtO_t2r_i = tOtO_t2r[None, 0, 0, i] + tOsO_r2s_i = tOsO_s2r[None, 0, 0, i] + tOrO_frg = cute.make_fragment(tOcO_t2r[None, 0, 0, i].shape, self.pv_acc_dtype) + cute.copy(tiled_tmem_load, tOtO_t2r_i, tOrO_frg) + for j in cutlass.range_constexpr(0, cute.size(tOrO_frg), 2): + tOrO_frg[j], tOrO_frg[j + 1] = utils.mul_packed_f32x2( + (tOrO_frg[j], tOrO_frg[j + 1]), + (scale, scale), + ) + tOrO_frg_cvt = cute.make_fragment(tOrO_frg.shape, self.o_dtype) + tOrO_frg_cvt.store(tOrO_frg.load().to(self.o_dtype)) + cute.copy(tiled_smem_store, tOrO_frg_cvt, tOsO_r2s_i) + # fence view async shared + cute.arch.fence_proxy( + cute.arch.ProxyKind.async_shared, + space=cute.arch.SharedSpace.shared_cta, + ) + + if const_expr(self.use_correction_warps_for_epi): + assert(not self.use_tma_O) + assert(gmem_tiled_copy_O is not None) + cute.arch.barrier(barrier_id=int(NamedBarrierFwd.Epilogue), + number_of_threads=len(self.epilogue_warp_ids) * cute.arch.WARP_SIZE) + gmem_thr_copy_O = gmem_tiled_copy_O.get_slice(tidx) + tOsO = gmem_thr_copy_O.partition_S(sO) + cO = cute.make_identity_tensor((self.m_block_size, self.head_dim_v_padded)) + tOgO = gmem_thr_copy_O.partition_D(gO) + tOcO = gmem_thr_copy_O.partition_S(cO) + t0OcO = gmem_tiled_copy_O.get_slice(0).partition_S(cO) + tOpO = utils.predicate_k(tOcO, limit=mO_cur.shape[1]) + pack_gqa = PackGQA( + self.m_block_size, + self.head_dim_v_padded, + self.check_hdim_v_oob, + self.qhead_per_kvhead, + ) + + # load acc O from smem to rmem for wider vectorization + tOrO = cute.make_fragment_like(tOsO, self.o_dtype) + cute.autovec_copy(tOsO, tOrO) + # copy acc O from rmem to gmem + if const_expr(not self.pack_gqa): + for rest_m in cutlass.range_constexpr(cute.size(tOrO.shape[1])): + if ( + t0OcO[0, rest_m, 0][0] + < seqlen_q + - (self.q_stage * m_block + stage) * self.m_block_size + - tOcO[0][0] + ): + cute.copy( + gmem_tiled_copy_O, + tOrO[None, rest_m, None], + tOgO[None, rest_m, None, self.q_stage * m_block + stage], + pred=tOpO[None, rest_m, None] + if const_expr(self.check_hdim_v_oob) + else None, + ) + else: + pack_gqa.store_O( + mO_cur, + tOrO, + gmem_tiled_copy_O, + tidx, + self.q_stage * m_block + stage, + seqlen_q, + ) + + @cute.jit + def epilogue_s2g( + self, + mO: cute.Tensor, + sO: cute.Tensor, + gmem_tiled_copy_O: cute.TiledCopy, + tma_atom_O: Optional[cute.CopyAtom], + mbar_ptr: cute.Pointer, + block_info: BlockInfo, + num_splits: int, + SeqlenInfoCls: Callable, + TileSchedulerCls: Callable, + ): + epi_consumer_phase = Int32(0) + tile_scheduler = TileSchedulerCls() + work_tile = tile_scheduler.initial_work_tile_info() + while work_tile.is_valid_tile: + m_block, head_idx, batch_idx, split_idx = work_tile.tile_idx + seqlen = SeqlenInfoCls(batch_idx) + n_block_min, n_block_max = block_info.get_n_block_min_max(seqlen, m_block, split_idx, num_splits) + + if const_expr(not self.is_split_kv) or n_block_min < n_block_max: + if const_expr(self.is_split_kv): + mO_cur = seqlen.offset_batch_Q(mO, batch_idx, dim=3)[None, None, head_idx, split_idx] + else: + mO_cur = seqlen.offset_batch_Q(mO, batch_idx, dim=3)[None, None, head_idx] + gO = cute.local_tile(mO_cur, (self.m_block_size, self.head_dim_v_padded), (None, 0)) + if const_expr(self.use_tma_O): + store_O, _, _ = copy_utils.tma_get_copy_fn( + tma_atom_O, 0, cute.make_layout(1), sO, gO + ) + for stage in cutlass.range_constexpr(self.q_stage): + # wait from corr, issue tma store on smem + # 1. wait for O0 / O1 final + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_corr_epi_full_offset + stage, epi_consumer_phase + ) + # 2. copy O0 / O1 to gmem + store_O(src_idx=stage, dst_idx=self.q_stage * m_block + stage) + cute.arch.cp_async_bulk_commit_group() + for stage in cutlass.range_constexpr(self.q_stage): + # Ensure O0 / O1 buffer is ready to be released + if const_expr(self.q_stage == 2): + cute.arch.cp_async_bulk_wait_group(1 - stage, read=True) + else: + cute.arch.cp_async_bulk_wait_group(0, read=True) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_corr_epi_empty_offset + stage) + else: + tidx = cute.arch.thread_idx()[0] % ( + cute.arch.WARP_SIZE * len(self.epilogue_warp_ids) + ) + gmem_thr_copy_O = gmem_tiled_copy_O.get_slice(tidx) + tOsO = gmem_thr_copy_O.partition_S(sO) + cO = cute.make_identity_tensor((self.m_block_size, self.head_dim_v_padded)) + tOgO = gmem_thr_copy_O.partition_D(gO) + tOcO = gmem_thr_copy_O.partition_S(cO) + t0OcO = gmem_tiled_copy_O.get_slice(0).partition_S(cO) + tOpO = utils.predicate_k(tOcO, limit=mO.shape[1]) + pack_gqa = PackGQA( + self.m_block_size, + self.head_dim_v_padded, + self.check_hdim_v_oob, + self.qhead_per_kvhead, + ) + for stage in cutlass.range_constexpr(self.q_stage): + # wait from corr, issue tma store on smem + # 1. wait for O0 / O1 final + cute.arch.mbarrier_wait( + mbar_ptr + self.mbar_corr_epi_full_offset + stage, epi_consumer_phase + ) + # 2. copy O0 / O1 to gmem + # load acc O from smem to rmem for wider vectorization + tOrO = cute.make_fragment_like(tOsO[None, None, None, 0], self.o_dtype) + cute.autovec_copy(tOsO[None, None, None, stage], tOrO) + # copy acc O from rmem to gmem + if const_expr(not self.pack_gqa): + for rest_m in cutlass.range_constexpr(cute.size(tOrO.shape[1])): + if ( + t0OcO[0, rest_m, 0][0] + < seqlen.seqlen_q + - (self.q_stage * m_block + stage) * self.m_block_size + - tOcO[0][0] + ): + cute.copy( + gmem_tiled_copy_O, + tOrO[None, rest_m, None], + tOgO[None, rest_m, None, self.q_stage * m_block + stage], + pred=tOpO[None, rest_m, None] + if const_expr(self.check_hdim_v_oob) + else None, + ) + else: + pack_gqa.store_O( + mO_cur, + tOrO, + gmem_tiled_copy_O, + tidx, + self.q_stage * m_block + stage, + seqlen.seqlen_q, + ) + cute.arch.mbarrier_arrive(mbar_ptr + self.mbar_corr_epi_empty_offset + stage) + + epi_consumer_phase ^= 1 + + # Advance to next tile + tile_scheduler.advance_to_next_work() + work_tile = tile_scheduler.get_current_work() + + def load_Q( + self, + load_Q_fn: Callable, + mbar_full_ptr: cute.Pointer, + mbar_empty_ptr: cute.Pointer, + block: Int32, + stage: int, + phase: Int32, + ): + cute.arch.mbarrier_wait(mbar_empty_ptr + stage, phase) + with cute.arch.elect_one(): + cute.arch.mbarrier_arrive_and_expect_tx(mbar_full_ptr + stage, self.tma_copy_bytes["Q"]) + load_Q_fn(src_idx=block, dst_idx=stage, tma_bar_ptr=mbar_full_ptr + stage) + + @cute.jit + def load_KV( + self, + tma_atom: Optional[cute.CopyAtom], + tXgX: Optional[cute.Tensor], + tXsX: Optional[cute.Tensor], + paged_kv_manager: Optional[PagedKVManager], + sX: cute.Tensor, + mbar_full_ptr: cute.Pointer, + mbar_empty_ptr: cute.Pointer, + block: Int32, + producer_state: cutlass.pipeline.PipelineState, + K_or_V: Literal["K", "V"], + page_idx: Optional[Int32] = None, + ): + assert K_or_V in ("K", "V") + stage, phase = producer_state.index, producer_state.phase + cute.arch.mbarrier_wait(mbar_empty_ptr + stage, phase) + if const_expr(K_or_V == "K" and self.uneven_kv_smem): + # Before this round, the smem location was occupied by V, which is smaller than + # K. So we need to wait for the stage after that (stage 1) to be empty as well. + if stage == 0: + cute.arch.mbarrier_wait(mbar_empty_ptr + 1, phase) + + if const_expr(self.use_tma_KV): + assert ( + tXgX is not None and + tXsX is not None and + tma_atom is not None + ) + with cute.arch.elect_one(): + cute.arch.mbarrier_arrive_and_expect_tx( + mbar_full_ptr + stage, self.tma_copy_bytes[K_or_V], + ) + tXsX_cur = tXsX[None, stage] + if const_expr(self.uneven_kv_smem): + # Since this is the producer_state, the phase starts at 1, so we have to invert it + tXsX_cur = self.offset_kv_smem(tXsX_cur, stage, phase ^ 1) + # Currently we assume that page_size == n_block_size so we index into tXgX with block = 0 + tXgX_cur = tXgX[None, block] if const_expr(page_idx is None) else tXgX[None, 0, page_idx] + cute.copy(tma_atom, tXgX_cur, tXsX_cur, tma_bar_ptr=mbar_full_ptr + stage) + else: + assert paged_kv_manager is not None + paged_kv_manager.load_KV(block, sX[None, None, None, stage], K_or_V) + cute.arch.cp_async_commit_group() + cute.arch.cp_async_mbarrier_arrive_noinc(mbar_full_ptr + stage) + + @cute.jit + def offset_kv_smem(self, sX: cute.Tensor, stage: Int32, phase: Int32): + if const_expr(self.uneven_kv_smem): + # smem layout is [smem_large, smem_small, smem_large], and the current stride is + # (smem_large + smem_small) // 2. So for stage == 1, move right by offset if + # phase == 0, or left by offset if phase == 1. + offset = 0 if stage != 1 else self.uneven_kv_smem_offset * (1 - 2 * phase) + return cute.make_tensor(sX.iterator + offset, sX.layout) + else: + return sX + + def make_and_init_load_kv_pipeline(self, load_kv_mbar_ptr): + load_kv_consumer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len([self.mma_warp_id]) + ) + if self.use_tma_KV: + load_kv_producer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len(self.load_warp_ids) + ) + return cutlass.pipeline.PipelineTmaUmma.create( + barrier_storage=load_kv_mbar_ptr, + num_stages=self.kv_stage, + producer_group=load_kv_producer_group, + consumer_group=load_kv_consumer_group, + tx_count=self.tma_copy_bytes["K"], + ) + else: + load_kv_producer_group = cutlass.pipeline.CooperativeGroup( + cutlass.pipeline.Agent.Thread, len(self.load_warp_ids) * cute.arch.WARP_SIZE + ) + return cutlass.pipeline.PipelineAsyncUmma.create( + num_stages=self.kv_stage, + producer_group=load_kv_producer_group, + consumer_group=load_kv_consumer_group, + barrier_storage=load_kv_mbar_ptr, + ) + + # @cute.jit + # def warp_scheduler_barrier_init(self): + # warp_group_idx = utils.canonical_warp_group_idx(sync=False) + # if warp_group_idx == 0: + # cute.arch.barrier_arrive( + # barrier_id=int(NamedBarrierFwd.WarpSchedulerWG1), number_of_threads=2 * 128, + # ) + + # def warp_scheduler_barrier_sync(self): + # cute.arch.barrier( + # barrier_id=int(NamedBarrierFwd.WarpSchedulerWG1) + utils.canonical_warp_group_idx(sync=False), + # number_of_threads=2 * 128 + # ) + + # def warp_scheduler_barrier_arrive(self): + # cur_wg = utils.canonical_warp_group_idx(sync=False) + # next_wg = 1 - cur_wg + # cute.arch.barrier_arrive( + # barrier_id=int(NamedBarrierFwd.WarpSchedulerWG1) + next_wg, number_of_threads=2 * 128, + # ) + + @cute.jit + def apply_score_mod( + self, + tSrS_t2r, + thr_tmem_load, + thr_mma_qk, + batch_idx, + head_idx, + m_block, + n_block, + softmax, + seqlen: SeqlenInfoQK, + aux_tensors=None, + fastdiv_mods=(None, None), + head_divmod=None, + ): + """Apply score modification for SM100 (constant q_idx).""" + # Prepare index tensor with extra partition + cS = cute.make_identity_tensor((self.m_block_size, self.n_block_size)) + cS = cute.domain_offset((m_block * self.m_block_size, n_block * self.n_block_size), cS) + tScS = thr_mma_qk.partition_C(cS) + tScS_t2r = thr_tmem_load.partition_D(tScS) + + # Shared q_idx for all scores + q_idx_logical = tScS_t2r[0][0] + + # For Pack-GQA, compute the logical head index for this tile + if cutlass.const_expr(self.pack_gqa): + assert head_divmod is not None + # Building up the logical q_head idx: final_q_head = kv_head * qhead_per_kvhead + (q_physical % qhead_per_kvhead) + q_physical = q_idx_logical + q_idx_logical, head_offset = divmod(q_physical, head_divmod) + head_idx = head_idx * self.qhead_per_kvhead + head_offset + + if cutlass.const_expr(aux_tensors is not None): + seqlen_q_divmod, _ = fastdiv_mods + _, q_idx_logical = divmod(q_idx_logical, seqlen_q_divmod) + + apply_score_mod_inner( + tSrS_t2r, + tScS_t2r, + self.score_mod, + batch_idx, + head_idx, + softmax.softmax_scale, + self.vec_size, + self.qk_acc_dtype, + aux_tensors, + fastdiv_mods, + seqlen_info=seqlen, + constant_q_idx=q_idx_logical, + qhead_per_kvhead=self.qhead_per_kvhead if cutlass.const_expr(self.pack_gqa) else 1, + ) diff --git a/kernel/deps/flash_attn/cute/hopper_helpers.py b/kernel/deps/flash_attn/cute/hopper_helpers.py new file mode 100644 index 0000000000000000000000000000000000000000..c6a1c301904dc8e635421183712d8d49c591ca6e --- /dev/null +++ b/kernel/deps/flash_attn/cute/hopper_helpers.py @@ -0,0 +1,101 @@ +# Copyright (c) 2025, Tri Dao. +from typing import Type, Union, Optional +import cutlass +import cutlass.cute as cute +from cutlass import Int32, Float32, Boolean, const_expr +from cutlass.cute.nvgpu import warpgroup +from cutlass.cutlass_dsl import Numeric, dsl_user_op +from cutlass.utils import LayoutEnum +import cutlass.utils.hopper_helpers as sm90_utils_og + + +@cute.jit +def gemm( + tiled_mma: cute.TiledMma, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + zero_init: cutlass.Constexpr[bool] = False, + wg_wait: cutlass.Constexpr[int] = 0, + # A_in_regs: cutlass.Constexpr[bool] = False, + swap_AB: cutlass.Constexpr[bool] = False, +) -> None: + if const_expr(swap_AB): + gemm(tiled_mma, acc, tCrB, tCrA, zero_init=zero_init, wg_wait=wg_wait, swap_AB=False) + else: + warpgroup.fence() + # We make a new mma_atom since we'll be modifying its attribute (accumulate). + # Otherwise the compiler complains "operand #0 does not dominate this use" + mma_atom = cute.make_mma_atom(tiled_mma.op) + mma_atom.set(warpgroup.Field.ACCUMULATE, not zero_init) + for k in cutlass.range_constexpr(cute.size(tCrA.shape[2])): + cute.gemm(mma_atom, acc, tCrA[None, None, k], tCrB[None, None, k], acc) + mma_atom.set(warpgroup.Field.ACCUMULATE, True) + warpgroup.commit_group() + if const_expr(wg_wait >= 0): + warpgroup.wait_group(wg_wait) + + +def gemm_zero_init( + tiled_mma: cute.TiledMma, + shape: cute.Shape, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + A_idx: Optional[Int32] = None, + B_idx: Optional[Int32] = None, + wg_wait: int = -1, + swap_AB: bool = False, +) -> cute.Tensor: + if const_expr(swap_AB): + return gemm_zero_init( + tiled_mma, shape[::-1], tCrB, tCrA, B_idx, A_idx, wg_wait, swap_AB=False + ) + else: + acc = cute.make_fragment(tiled_mma.partition_shape_C(shape), Float32) + rA = tCrA if const_expr(A_idx is None) else tCrA[None, None, None, A_idx] + rB = tCrB if const_expr(B_idx is None) else tCrB[None, None, None, B_idx] + gemm(tiled_mma, acc, rA, rB, zero_init=True, wg_wait=wg_wait) + return acc + + +def gemm_w_idx( + tiled_mma: cute.TiledMma, + acc: cute.Tensor, + tCrA: cute.Tensor, + tCrB: cute.Tensor, + zero_init: Boolean, + A_idx: Optional[Int32] = None, + B_idx: Optional[Int32] = None, + wg_wait: int = -1, + swap_AB: bool = False, +) -> None: + if const_expr(swap_AB): + gemm_w_idx(tiled_mma, acc, tCrB, tCrA, zero_init, B_idx, A_idx, wg_wait, swap_AB=False) + else: + rA = tCrA if const_expr(A_idx is None) else tCrA[None, None, None, A_idx] + rB = tCrB if const_expr(B_idx is None) else tCrB[None, None, None, B_idx] + gemm(tiled_mma, acc, rA, rB, zero_init=zero_init, wg_wait=wg_wait) + + +@dsl_user_op +def make_smem_layout( + dtype: Type[Numeric], + layout: LayoutEnum, + shape: cute.Shape, + stage: Optional[int] = None, + *, + loc=None, + ip=None, +) -> Union[cute.Layout, cute.ComposedLayout]: + major_mode_size = shape[1] if layout.is_n_major_c() else shape[0] + smem_layout_atom = warpgroup.make_smem_layout_atom( + sm90_utils_og.get_smem_layout_atom(layout, dtype, major_mode_size), + dtype, + ) + order = (1, 0, 2) if const_expr(layout.is_m_major_c()) else (0, 1, 2) + smem_layout_staged = cute.tile_to_shape( + smem_layout_atom, + cute.append(shape, stage) if const_expr(stage is not None) else shape, + order=order if const_expr(stage is not None) else order[:2], + ) + return smem_layout_staged diff --git a/kernel/deps/flash_attn/cute/interface.py b/kernel/deps/flash_attn/cute/interface.py new file mode 100644 index 0000000000000000000000000000000000000000..e7d01052743b1960c9c8790d6ab995cebcf5819f --- /dev/null +++ b/kernel/deps/flash_attn/cute/interface.py @@ -0,0 +1,1762 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. +# [2025-07-04] Version in Cute-DSL, for Hopper and Blackwell. You'll need install nvidia-cutlass-dsl==4.2.0. + +# Supported features: +# - BF16 & FP16 dtype +# - noncausal & causal attention +# - MHA, GQA, MQA +# - hdim 64, 96, 128. +# - (hdim_qk, hdim_v) = (192, 128) for Blackwell (i.e. DeepSeek shape) +# - varlen +# - sliding window +# - bwd pass for Ampere (will also run on Hopper/Blackwell, but will be slow) + +# Features not supported yet: +# - split (i.e. FlashDecoding) +# - tuned block sizes +# - paged KV +# - append KV to existing KV cache +# - FP8 +# - bwd pass optimized for Hopper/Blackwell + +import math +from functools import lru_cache +from typing import Optional, Tuple, Callable + +import torch + + +import cuda.bindings.driver as cuda + +import cutlass +import cutlass.cute as cute + +from flash_attn.cute import utils +from flash_attn.cute.cute_dsl_utils import to_cute_tensor +from flash_attn.cute.flash_fwd import FlashAttentionForwardSm90 +from flash_attn.cute.flash_fwd_sm100 import FlashAttentionForwardSm100 +from flash_attn.cute.flash_bwd_preprocess import FlashAttentionBackwardPreprocess +from flash_attn.cute.flash_bwd import FlashAttentionBackwardSm80 +from flash_attn.cute.flash_bwd_sm90 import FlashAttentionBackwardSm90 +from flash_attn.cute.flash_bwd_sm100 import FlashAttentionBackwardSm100 +from flash_attn.cute.flash_bwd_postprocess import FlashAttentionBackwardPostprocess +from flash_attn.cute.flash_fwd_combine import FlashAttentionForwardCombine + +from flash_attn.cute.block_sparsity import ( + BlockSparseTensorsTorch, + to_cute_block_sparse_tensors, + normalize_block_sparse_config, + normalize_block_sparse_config_bwd, +) + +@lru_cache(maxsize=None) +def _get_device_capability(): + """Cached device capability check.""" + return torch.cuda.get_device_capability()[0] + +def maybe_contiguous(x): + return x.contiguous() if x is not None and x.stride(-1) != 1 else x + + +def _validate_tensor(t, name, expected_shape, expected_dtype, expected_device): + assert t.shape == expected_shape, f"{name} shape {t.shape} != expected {expected_shape}" + assert t.dtype == expected_dtype, f"{name} dtype {t.dtype} != expected {expected_dtype}" + assert t.device == expected_device, f"{name} device {t.device} != expected {expected_device}" + assert t.is_cuda, f"{name} must be on CUDA" + + +torch2cute_dtype_map = { + torch.float16: cutlass.Float16, + torch.bfloat16: cutlass.BFloat16, + torch.float32: cutlass.Float32, +} + + +def num_splits_heuristic(total_mblocks, num_SMs, num_n_blocks, max_splits): + # If num_n_blocks is too small, use 1 split. For example, we never split for hdim = 128 and seqlen_k = 512. + if num_n_blocks <= 4: + return 1 + + # NOTE: We should revisit this heuristic after persistence is supported for split KV. + # Sometimes, it's ideal to over-schedule splits for better efficiency. + return min(num_SMs // total_mblocks, max_splits, num_n_blocks) + + +def _flash_attn_fwd( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + cu_seqlens_q: Optional[torch.Tensor] = None, + cu_seqlens_k: Optional[torch.Tensor] = None, + seqused_q: Optional[torch.Tensor] = None, + seqused_k: Optional[torch.Tensor] = None, + max_seqlen_q: Optional[int] = None, + max_seqlen_k: Optional[int] = None, + page_table: Optional[torch.Tensor] = None, + softmax_scale: Optional[float] = None, + causal: bool = False, + softcap: Optional[float] = None, + window_size_left: Optional[int] = None, + window_size_right: Optional[int] = None, + learnable_sink: Optional[torch.Tensor] = None, + # m_block_size: int = 128, + # n_block_size: int = 64, + # num_threads: int = 128, + m_block_size: int = 128, + n_block_size: int = 128, + num_threads: int = 384, + num_splits: int = 1, + pack_gqa: Optional[bool] = None, + _compute_capability: Optional[int] = None, + score_mod: Optional[Callable] = None, + mask_mod: Optional[Callable] = None, + block_sparse_tensors: Optional[BlockSparseTensorsTorch] = None, + return_lse: bool = False, + out: Optional[torch.Tensor] = None, + lse: Optional[torch.Tensor] = None, + aux_tensors: Optional[list[torch.Tensor]] = None, +) -> Tuple[torch.Tensor, torch.Tensor]: + """Forward pass for FlashAttention. + + Args: + ... + score_mod: A callable that takes the attention scores and applies a modification. + mask_mod: A callable that takes token position information and selectively masks + block_sparse_tensors: A tuple of tensors used for block sparsity. + return_lse: Whether to return the log softmax of the attention scores. If set to True will always calculate + out: Optional pre-allocated output tensor. If None, will be allocated internally. + lse: Optional pre-allocated log-sum-exp tensor. If None, will be allocated when needed. + aux_tensors: Some score_mods will want to read from global aux_tensors. This is how we thread them through to the inner kernel. + """ + q, k, v = [maybe_contiguous(t) for t in (q, k, v)] + num_head, head_dim = q.shape[-2:] + if cu_seqlens_q is None: + batch_size, seqlen_q = q.shape[:2] + total_q = batch_size * seqlen_q + else: + batch_size = cu_seqlens_q.shape[0] - 1 + seqlen_q = None + total_q = q.shape[0] + if page_table is not None: + assert cu_seqlens_k is None, "page_table is not supported with cu_seqlens_k" + assert page_table.dtype == torch.int32, "page_table must be int32" + assert page_table.stride(-1) == 1, "page_table must be contiguous in the last dimension" + max_num_pages_per_seq = page_table.shape[1] + assert page_table.shape == (batch_size, max_num_pages_per_seq) + num_pages, page_size = k.shape[:2] + seqlen_k = num_pages * page_size + else: + num_pages, page_size = None, None + seqlen_k = k.shape[-3] + num_head_kv = k.shape[-2] + head_dim_v = v.shape[-1] + if cu_seqlens_k is None: + if page_table is None: + assert k.shape == (batch_size, seqlen_k, num_head_kv, head_dim) + assert v.shape == (batch_size, seqlen_k, num_head_kv, head_dim_v) + else: + assert k.shape == (num_pages, page_size, num_head_kv, head_dim) + assert v.shape == (num_pages, page_size, num_head_kv, head_dim_v) + else: + assert k.shape == (seqlen_k, num_head_kv, head_dim) + assert v.shape == (seqlen_k, num_head_kv, head_dim_v) + assert cu_seqlens_k.shape == (batch_size + 1,), ( + "cu_seqlens_k must have shape (batch_size + 1,)" + ) + + if cu_seqlens_q is not None: + assert cu_seqlens_q.shape == (batch_size + 1,), ( + "cu_seqlens_q must have shape (batch_size + 1,)" + ) + assert seqused_q is None or seqused_q.shape == (batch_size,), ( + "seqused_q must have shape (batch_size,)" + ) + assert seqused_k is None or seqused_k.shape == (batch_size,), ( + "seqused_k must have shape (batch_size,)" + ) + assert q.dtype in [torch.float16, torch.bfloat16], "inputs must be float16 or bfloat16" + assert q.dtype == k.dtype == v.dtype, "inputs must have the same dtype" + for t in [cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k]: + if t is not None: + assert t.dtype == torch.int32, ( + "cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k must be int32" + ) + assert t.stride(0) == 1, ( + "cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k must be contiguous" + ) + if learnable_sink is not None: + assert learnable_sink.shape == (num_head,) + assert learnable_sink.dtype == torch.bfloat16, "learnable_sink must be bfloat16" + + assert all( + t is None or t.is_cuda + for t in ( + q, + k, + v, + cu_seqlens_q, + cu_seqlens_k, + seqused_q, + seqused_k, + page_table, + learnable_sink, + ) + ), "inputs must be on CUDA device" + assert num_head % num_head_kv == 0, "num_head must be divisible by num_head_kv" + assert head_dim <= 256, "head_dim must be less than or equal to 256" + alignment = 16 // q.element_size() + assert head_dim % alignment == 0, f"head_dim must be divisible by {alignment}" + assert head_dim_v % alignment == 0, f"head_dim_v must be divisible by {alignment}" + if softmax_scale is None: + softmax_scale = 1.0 / math.sqrt(head_dim) + if softcap == 0.0: + softcap = None + qhead_per_kvhead = num_head // num_head_kv + if pack_gqa is None: + pack_gqa = qhead_per_kvhead > 1 + + out_torch_dtype = q.dtype + device = q.device + q_batch_seqlen_shape = (batch_size, seqlen_q) if cu_seqlens_q is None else (total_q,) + lse_shape = (batch_size, num_head, seqlen_q) if cu_seqlens_q is None else (num_head, total_q) + requires_grad = q.requires_grad or k.requires_grad or v.requires_grad + + if out is None: + out = torch.empty( + *q_batch_seqlen_shape, num_head, head_dim_v, dtype=out_torch_dtype, device=device + ) + else: + _validate_tensor(out, "out", (*q_batch_seqlen_shape, num_head, head_dim_v), out_torch_dtype, device) + + if lse is None: + lse = ( + torch.empty(lse_shape, dtype=torch.float32, device=device) + if requires_grad or return_lse + else None + ) + elif lse is not None: + _validate_tensor(lse, "lse", lse_shape, torch.float32, device) + + dtype = torch2cute_dtype_map[q.dtype] + compute_capability = ( + _get_device_capability() + if _compute_capability is None + else _compute_capability + ) + + assert compute_capability in [9, 10, 11], "Unsupported compute capability. Supported: 9.x, 10.x, 11.x" + + use_block_sparsity = block_sparse_tensors is not None + + if mask_mod is None: + if causal: + window_size_right = 0 + local = window_size_left is not None or window_size_right is not None + if window_size_left is not None or window_size_right is not None: + if window_size_left is None and window_size_right == 0: + causal, local = True, False + window_size_right = None + else: + causal, local = False, True + else: + causal, local = False, False + + current_stream = cuda.CUstream(torch.cuda.current_stream().cuda_stream) + + if compute_capability == 9: # TODO: tune block size according to hdim. + if head_dim == head_dim_v == 128 and not causal and not local and not use_block_sparsity: + n_block_size = 192 + + if compute_capability in [10, 11]: + if ( + pack_gqa + and (128 % qhead_per_kvhead != 0) + ): + pack_gqa = False + # TODO: fix GQA + SplitKV + non-varlen + if pack_gqa and num_splits != 1 and cu_seqlens_q is None: + pack_gqa = False + + if max_seqlen_q is None: + max_seqlen_q = seqlen_q if cu_seqlens_q is None else total_q + if max_seqlen_k is None: + max_seqlen_k = seqlen_k + seqlen_q_packgqa = max_seqlen_q * qhead_per_kvhead + if compute_capability == 10: + q_stage = 2 if seqlen_q_packgqa > m_block_size else 1 + else: + q_stage = 1 + + if num_splits < 1: + m_block_size_effective = q_stage * m_block_size + seqlen_k_loaded = max_seqlen_k if not local else max(0, min(max_seqlen_k, window_size_right + window_size_left + 1 + m_block_size)) + num_n_blocks = (seqlen_k_loaded + n_block_size - 1) // n_block_size + num_m_blocks = (seqlen_q_packgqa + m_block_size_effective - 1) // m_block_size_effective + total_mblocks = batch_size * num_head_kv * num_m_blocks + num_splits = num_splits_heuristic( + total_mblocks, + torch.cuda.get_device_properties(device).multi_processor_count, + num_n_blocks, + 128, + ) + + is_split_kv = num_splits > 1 + if is_split_kv: + out_partial = torch.empty(num_splits, *q_batch_seqlen_shape, num_head, head_dim_v, dtype=torch.float32, device=device) + lse_partial = torch.empty(num_splits, *lse_shape, dtype=torch.float32, device=device) + + # hash score and mask mods for compile cache + score_mod_hash = utils.hash_callable(score_mod) if score_mod is not None else False + mask_mod_hash = utils.hash_callable(mask_mod) if mask_mod is not None else False + + if softcap is not None: + assert score_mod is None, "softcap and score_mod cannot be used together" + score_mod = utils.create_softcap_scoremod(softcap) + + is_varlen = ( + cu_seqlens_q is not None + or cu_seqlens_k is not None + or seqused_q is not None + or seqused_k is not None + ) + + if mask_mod is not None: + if is_varlen: + raise NotImplementedError( + "mask_mod with aux_tensors is not yet supported for varlen sequences. This will be fixed in a future PR." + ) + + if use_block_sparsity: + if is_varlen: + raise NotImplementedError( + "Block sparsity is not yet supported for varlen sequences. This will be fixed in a future PR." + ) + # NB: pack_gqa requires block sparse head dim == 1 (broadcasted) + if pack_gqa and block_sparse_tensors.mask_block_cnt.shape[1] != 1: + pack_gqa = False + if is_split_kv: + raise NotImplementedError( + "Block sparsity is not yet supported with SplitKV. TODO: partition sparse block lists per split." + ) + + # See get_broadcast_dims for why this is needed in compile key + block_sparse_broadcast_pattern = None + normalized_block_sparse_tensors = None + q_subtile_factor = None + if block_sparse_tensors is not None: + if seqlen_q is None: + raise ValueError("Block sparsity requires fixed-length sequences (seqlen_q must be known).") + ( + normalized_block_sparse_tensors, + block_sparse_broadcast_pattern, + q_subtile_factor, + ) = normalize_block_sparse_config( + block_sparse_tensors, + batch_size=batch_size, + num_head=num_head, + seqlen_q=seqlen_q, + seqlen_k=seqlen_k, + block_size=(m_block_size, n_block_size), + q_stage=q_stage, + ) + + compile_key = ( + dtype, + head_dim, + head_dim_v, + qhead_per_kvhead, + causal, + score_mod_hash, + mask_mod_hash, + use_block_sparsity, + block_sparse_broadcast_pattern, + len(aux_tensors) if aux_tensors is not None else 0, + lse is None, + cu_seqlens_q is None, + cu_seqlens_k is None, + seqused_q is None, + seqused_k is None, + page_table is not None, + window_size_left is not None, + window_size_right is not None, + learnable_sink is not None, + m_block_size, + n_block_size, + q_stage, + num_threads, + is_split_kv, + pack_gqa, + compute_capability, + page_size not in [None, 128], # paged KV non-TMA + q_subtile_factor, + ) + if compile_key not in _flash_attn_fwd.compile_cache: + ( + cu_seqlens_q_tensor, + cu_seqlens_k_tensor, + seqused_q_tensor, + seqused_k_tensor, + learnable_sink_tensor, + ) = [ + to_cute_tensor(t, assumed_align=4, leading_dim=0) + if t is not None + else None + for t in (cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k, learnable_sink) + ] + page_table_tensor = ( + to_cute_tensor(page_table, assumed_align=4, leading_dim=1) + if page_table is not None + else None + ) + q_tensor, k_tensor, v_tensor, o_tensor = [ + to_cute_tensor(t) for t in (q, k, v, out if not is_split_kv else out_partial) + ] + if is_split_kv: + lse_tensor = to_cute_tensor(lse_partial, assumed_align=4) + elif lse is not None: + lse_tensor = to_cute_tensor(lse, assumed_align=4) + else: + lse_tensor = None + + sparse_tensors = None + if normalized_block_sparse_tensors is not None: + sparse_tensors = to_cute_block_sparse_tensors(normalized_block_sparse_tensors) + + cute_aux_tensors = None + if aux_tensors is not None: + cute_aux_tensors = [to_cute_tensor(buf, assumed_align=None, fully_dynamic=True) for buf in aux_tensors] + + if compute_capability == 9: + assert page_table is None, "paged KV not supported on SM 9.0" + assert not is_split_kv, "SplitKV not supported on SM 9.0" + # fa_fwd = FlashAttentionForwardSm80( + fa_fwd = FlashAttentionForwardSm90( + dtype, + head_dim, + head_dim_v, + qhead_per_kvhead, + is_causal=causal, + is_local=local, + pack_gqa=pack_gqa, + tile_m=m_block_size, + tile_n=n_block_size, + # num_stages=1, + num_stages=2, + num_threads=num_threads, + Q_in_regs=False, + intra_wg_overlap=True, + mma_pv_is_rs=True, + mask_mod=mask_mod, + score_mod=score_mod, + has_aux_tensors=aux_tensors is not None, + q_subtile_factor=q_subtile_factor, + ) + elif compute_capability in [10, 11]: + fa_fwd = FlashAttentionForwardSm100( + head_dim, + head_dim_v, + qhead_per_kvhead=qhead_per_kvhead, + is_causal=causal, + is_local=local, + is_split_kv=is_split_kv, + pack_gqa=pack_gqa, + m_block_size=m_block_size, + n_block_size=n_block_size, + q_stage=q_stage, + is_persistent=not causal + and not local + and cu_seqlens_q is None + and seqused_q is None + and not is_split_kv, + score_mod=score_mod, + mask_mod=mask_mod, + has_aux_tensors=aux_tensors is not None, + paged_kv_non_tma=page_size not in [None, 128], + is_varlen_q=cu_seqlens_q is not None + or seqused_q is not None, + q_subtile_factor=q_subtile_factor, + ) + else: + raise ValueError( + f"Unsupported compute capability: {compute_capability}. Supported: 9.x, 10.x, 11.x" + ) + # TODO: check @can_implement + _flash_attn_fwd.compile_cache[compile_key] = cute.compile( + fa_fwd, + q_tensor, + k_tensor, + v_tensor, + o_tensor, + lse_tensor, + softmax_scale, + current_stream, + cu_seqlens_q_tensor, + cu_seqlens_k_tensor, + seqused_q_tensor, + seqused_k_tensor, + page_table_tensor, + window_size_left, + window_size_right, + learnable_sink_tensor, + sparse_tensors, + cute_aux_tensors, + options="--enable-tvm-ffi", + ) + + _flash_attn_fwd.compile_cache[compile_key]( + q, + k, + v, + out if not is_split_kv else out_partial, + lse_partial if is_split_kv else lse, + softmax_scale, + current_stream, + cu_seqlens_q, + cu_seqlens_k, + seqused_q, + seqused_k, + page_table, + window_size_left, + window_size_right, + learnable_sink, + normalized_block_sparse_tensors[:4] if normalized_block_sparse_tensors is not None else None, + aux_tensors, + ) + if is_split_kv: + _flash_attn_fwd_combine( + out_partial, + lse_partial.transpose(-1, -2), + out, + lse.transpose(-1, -2) if lse is not None else None, + cu_seqlens_q, + seqused_q, + ) + return out, lse + + +_flash_attn_fwd.compile_cache = {} + + +def _flash_attn_bwd( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + out: torch.Tensor, + dout: torch.Tensor, + lse: torch.Tensor, + softmax_scale: Optional[float] = None, + causal: bool = False, + softcap: float = 0.0, + window_size_left: Optional[int] = None, + window_size_right: Optional[int] = None, + m_block_size: int = 64, + n_block_size: int = 128, + num_threads: int = 256, + pack_gqa: bool = False, + num_stages_Q: int = 2, + num_stages_dO: int = 2, + SdP_swapAB: bool = False, + dKV_swapAB: bool = False, + dQ_swapAB: bool = False, + AtomLayoutMSdP: int = 2, + AtomLayoutNdKV: int = 2, + AtomLayoutMdQ: int = 2, + V_in_regs: bool = False, + cu_seqlens_q: Optional[torch.Tensor] = None, + cu_seqlens_k: Optional[torch.Tensor] = None, + seqused_q: Optional[torch.Tensor] = None, + seqused_k: Optional[torch.Tensor] = None, + max_seqlen_q: Optional[int] = None, + max_seqlen_k: Optional[int] = None, + deterministic: bool = False, + dq: Optional[torch.Tensor] = None, + dk: Optional[torch.Tensor] = None, + dv: Optional[torch.Tensor] = None, + score_mod: Optional[Callable] = None, + score_mod_bwd: Optional[Callable] = None, + mask_mod: Optional[Callable] = None, + aux_tensors: Optional[list[torch.Tensor]] = None, + block_sparse_tensors: Optional[BlockSparseTensorsTorch] = None, +) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]: + compute_capability = _get_device_capability() + assert compute_capability in [9, 10, 11], "Unsupported compute capability. Supported: 9.x, 10.x, 11.x" + + if compute_capability == 9: + m_block_size = 80 if not causal else 64 + # Keep the caller-selected KV tile. Upstream hard-codes 128 here, + # but SKSA's raw-8 routes already use a 64-token forward schedule and + # benefit from transposing that same schedule directly for dK/dV. + assert n_block_size in [64, 128], "SM90 backward supports 64 or 128 KV tiles" + num_stages_Q = 2 + num_stages_dO = 2 + num_stages_PdS = 2 + SdP_swapAB = True + dKV_swapAB = False + dQ_swapAB = not causal + # Preserve the 128-thread logical coverage expected by the kernels: + # 64-wide KV tiles use two M atoms and one N atom, whereas the + # upstream 128-wide layout uses one M atom and two N atoms. + AtomLayoutMSdP = 1 if n_block_size == 128 else 2 + AtomLayoutNdKV = 2 if n_block_size == 128 else 1 + AtomLayoutMdQ = 1 + cluster_size = 1 + assert window_size_left is None and window_size_right is None, "local not supported yet on 9.x" + else: + m_block_size = 128 + n_block_size = 128 + dQ_swapAB = False + dKV_swapAB = False + AtomLayoutMdQ = 1 + AtomLayoutNdKV = 1 + # TODO: support cluster size 2 + cluster_size = 1 + q, k, v, out, dout, lse, cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k = [ + maybe_contiguous(t) + for t in (q, k, v, out, dout, lse, cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k) + ] + num_head, head_dim = q.shape[-2:] + if cu_seqlens_q is None: + batch_size, seqlen_q = q.shape[:2] + total_q = batch_size * seqlen_q + else: + batch_size = cu_seqlens_q.shape[0] - 1 + total_q = q.shape[0] + seqlen_q = max_seqlen_q if max_seqlen_q is not None else total_q + + if cu_seqlens_k is None: + batch_size, seqlen_k = k.shape[:2] + total_k = batch_size * seqlen_k + else: + batch_size = cu_seqlens_k.shape[0] - 1 + total_k = k.shape[0] + seqlen_k = max_seqlen_k if max_seqlen_k is not None else total_k + + num_head_kv = k.shape[-2] + head_dim_v = v.shape[-1] + + if causal: + window_size_right = 0 + local = window_size_left is not None or window_size_right is not None + if local: + if window_size_left is None and window_size_right == 0: + causal, local = True, False + window_size_right = None + else: + causal, local = False, True + + use_block_sparsity = block_sparse_tensors is not None + + # SM90 block-sparse backward: tile_m=64 is the GCD between a m_block_size that fits, + # the base block_m of 128 from forward, and block-sparse size for subtiling. + if compute_capability == 9 and use_block_sparsity: + m_block_size = 64 + # dQ_swapAB tuning: use False when m_block_size=64 (same as causal case) + dQ_swapAB = False + + # NB: this could be derived from the block_sparse_tensors but for now we hardcode it to 2 + subtile_factor = 2 + seqlen_q_rounded = (seqlen_q + m_block_size - 1) // m_block_size * m_block_size + seqlen_k_rounded = (seqlen_k + n_block_size - 1) // n_block_size * n_block_size + + if cu_seqlens_k is None: + assert k.shape == (batch_size, seqlen_k, num_head_kv, head_dim) + assert v.shape == (batch_size, seqlen_k, num_head_kv, head_dim_v) + else: + assert k.shape == (total_k, num_head_kv, head_dim) + assert v.shape == (total_k, num_head_kv, head_dim_v) + assert cu_seqlens_k.shape == (batch_size + 1,), ( + "cu_seqlens_k must have shape (batch_size + 1,)" + ) + + if cu_seqlens_q is not None: + assert cu_seqlens_q.shape == (batch_size + 1,), ( + "cu_seqlens_q must have shape (batch_size + 1,)" + ) + + assert out.shape == (total_q, num_head, head_dim_v) + assert dout.shape == (total_q, num_head, head_dim_v) + assert lse.shape == (num_head, total_q), "lse must have shape (num_head, total_q)" + else: + assert out.shape == (batch_size, seqlen_q, num_head, head_dim_v) + assert dout.shape == (batch_size, seqlen_q, num_head, head_dim_v) + assert lse.shape == (batch_size, num_head, seqlen_q), ( + "lse must have shape (batch_size, num_head, seqlen_q)" + ) + + assert q.dtype in [torch.float16, torch.bfloat16], "inputs must be float16 or bfloat16" + assert q.dtype == k.dtype == v.dtype == out.dtype == dout.dtype, ( + "inputs must have the same dtype" + ) + for t in [cu_seqlens_q, cu_seqlens_k]: + if t is not None: + assert t.dtype == torch.int32, "cu_seqlens_q, cu_seqlens_k must be int32" + assert lse.dtype == torch.float32, "lse must be float32" + assert all( + t is None or t.is_cuda for t in (q, k, v, out, dout, lse, cu_seqlens_q, cu_seqlens_k) + ), "inputs must be on CUDA device" + assert num_head % num_head_kv == 0, "num_head must be divisible by num_head_kv" + assert head_dim <= 256, "head_dim must be less than or equal to 256" + alignment = 16 // q.element_size() + assert head_dim % alignment == 0, f"head_dim must be divisible by {alignment}" + assert head_dim_v % alignment == 0, f"head_dim_v must be divisible by {alignment}" + if softmax_scale is None: + softmax_scale = 1.0 / math.sqrt(head_dim) + qhead_per_kvhead = num_head // num_head_kv + if pack_gqa is None: + pack_gqa = qhead_per_kvhead > 1 + # pack_gqa backward not yet supported in bwd + pack_gqa = False + if compute_capability not in [10, 11]: + assert deterministic is False, "bwd deterministic only supported for sm100/sm110 for now" + + if score_mod is not None: + assert score_mod_bwd is not None, "score_mod_bwd is required when score_mod is provided" + assert softcap == 0.0, "softcap and score_mod are mutually exclusive (different log2 scaling)" + assert cu_seqlens_q is None and cu_seqlens_k is None, ( + "varlen + score_mod not supported in bwd yet" + ) + + device = q.device + out_torch_dtype = q.dtype + + if dq is None: + dq = torch.empty_like(q) + else: + _validate_tensor(dq, "dq", q.shape, out_torch_dtype, device) + + if dk is None: + dk = torch.empty_like(k) + else: + _validate_tensor(dk, "dk", k.shape, out_torch_dtype, device) + + if dv is None: + dv = torch.empty_like(v) + else: + _validate_tensor(dv, "dv", v.shape, out_torch_dtype, device) + + head_dim_rounded = (head_dim + 32 - 1) // 32 * 32 + + if cu_seqlens_q is None: + dq_accum = torch.empty( + batch_size, + num_head, + seqlen_q_rounded * head_dim_rounded, + dtype=torch.float32, + device=device, + ) + dpsum = torch.empty( + batch_size, num_head, seqlen_q_rounded, dtype=torch.float32, device=device + ) + lse_log2 = torch.empty( + batch_size, num_head, seqlen_q_rounded, dtype=torch.float32, device=device + ) + else: + total_q_rounded_padded = ( + (total_q + cu_seqlens_q.shape[0] * m_block_size - 1) // m_block_size * m_block_size + ) + dq_accum = torch.empty( + num_head, total_q_rounded_padded * head_dim_rounded, dtype=torch.float32, device=device + ) + dpsum = torch.empty(num_head, total_q_rounded_padded, dtype=torch.float32, device=device) + lse_log2 = torch.empty(num_head, total_q_rounded_padded, dtype=torch.float32, device=device) + + dKV_postprocess = qhead_per_kvhead > 1 + if dKV_postprocess: + head_dim_v_rounded = (head_dim_v + 32 - 1) // 32 * 32 + if cu_seqlens_k is None: + num_n_blocks = seqlen_k_rounded // n_block_size + if cluster_size == 2 and num_n_blocks % cluster_size != 0: + seqlen_k_rounded = seqlen_k_rounded + n_block_size + dk_accum = torch.zeros( + batch_size, + num_head_kv, + seqlen_k_rounded * head_dim_rounded, + dtype=torch.float32, + device=device, + ) + dv_accum = torch.zeros( + batch_size, + num_head_kv, + seqlen_k_rounded * head_dim_v_rounded, + dtype=torch.float32, + device=device, + ) + else: + total_k_rounded_padded = ( + (total_k + cu_seqlens_k.shape[0] * n_block_size - 1) // n_block_size * n_block_size + ) + num_n_blocks = total_k_rounded_padded // n_block_size + if cluster_size == 2 and num_n_blocks % cluster_size != 0: + total_k_rounded_padded = total_k_rounded_padded + n_block_size + dk_accum = torch.zeros( + num_head_kv, + total_k_rounded_padded * head_dim_rounded, + dtype=torch.float32, + device=device, + ) + dv_accum = torch.zeros( + num_head_kv, + total_k_rounded_padded * head_dim_v_rounded, + dtype=torch.float32, + device=device, + ) + + dtype = torch2cute_dtype_map[q.dtype] + current_stream = cuda.CUstream(torch.cuda.current_stream().cuda_stream) + + if deterministic: + dQ_semaphore = torch.zeros(batch_size, num_head, seqlen_q_rounded // m_block_size, 1, dtype=torch.int32, device="cuda") + else: + dQ_semaphore = None + + if deterministic and qhead_per_kvhead > 1: + dK_semaphore = torch.zeros(batch_size, num_head_kv, seqlen_k_rounded // n_block_size, 2, dtype=torch.int32, device="cuda") + dV_semaphore = torch.zeros(batch_size, num_head_kv, seqlen_k_rounded // n_block_size, 2, dtype=torch.int32, device="cuda") + else: + dK_semaphore = None + dV_semaphore = None + + # Preprocess kernel: compute (o * dout).sum(dim=-1), lse * log2_e, and zero out dq_accum. + compile_key_pre = ( + compute_capability, + dtype, + head_dim_v, + m_block_size, + num_threads, + cu_seqlens_q is None, + seqused_q is None, + ) + if compile_key_pre not in _flash_attn_bwd.compile_cache_pre: + o_tensor, do_tensor = [to_cute_tensor(t) for t in (out, dout)] + dq_accum_tensor, dpsum_tensor, lse_log2_tensor = [ + to_cute_tensor(t) for t in (dq_accum, dpsum, lse_log2) + ] + lse_tensor = to_cute_tensor(lse, assumed_align=4) + cu_seqlens_q_tensor, seqused_q_tensor = [ + to_cute_tensor(t, assumed_align=4) if t is not None else None + for t in (cu_seqlens_q, seqused_q) + ] + arch = compute_capability * 10 + fa_bwd_pre = FlashAttentionBackwardPreprocess( + dtype, + head_dim_v, + arch, + m_block_size, + num_threads=num_threads, + ) + # TODO: check @can_implement + _flash_attn_bwd.compile_cache_pre[compile_key_pre] = cute.compile( + fa_bwd_pre, + o_tensor, + do_tensor, + dpsum_tensor, + current_stream, + lse_tensor, + lse_log2_tensor, + dq_accum_tensor, + cu_seqlens_q_tensor, + seqused_q_tensor, + options="--enable-tvm-ffi", + ) + _flash_attn_bwd.compile_cache_pre[compile_key_pre]( + out, + dout, + dpsum, + current_stream, + lse, + lse_log2, + dq_accum, + cu_seqlens_q, + seqused_q, + ) + + # NB num_threads application for 3 kernels + # There are pre, main, post processing kernels, currenlty num_threads is only actually + # used for the pre proc, and then we hard code to 384 for the main and post proc, and we do + # before cache key gen + num_threads = 384 + + # Backward kernel: compute dk, dv, dq_accum. + score_mod_hash = utils.hash_callable(score_mod) if score_mod else False + score_mod_bwd_hash = utils.hash_callable(score_mod_bwd) if score_mod_bwd else False + mask_mod_hash = utils.hash_callable(mask_mod) if mask_mod else False + num_aux_tensors = len(aux_tensors) if aux_tensors else 0 + cute_aux_tensors = None + if aux_tensors is not None: + cute_aux_tensors = [to_cute_tensor(buf, assumed_align=None, fully_dynamic=True) for buf in aux_tensors] + + block_sparse_broadcast_pattern = None + normalized_block_sparse_tensors = None + if block_sparse_tensors is not None: + ( + normalized_block_sparse_tensors, + block_sparse_broadcast_pattern, + ) = normalize_block_sparse_config_bwd( + block_sparse_tensors, + batch_size=batch_size, + num_head=num_head, + seqlen_q=seqlen_q, + seqlen_k=seqlen_k, + block_size=(m_block_size, n_block_size), + subtile_factor=subtile_factor, + ) + + if compute_capability == 9: + compile_key = ( + compute_capability, + dtype, + head_dim, + head_dim_v, + qhead_per_kvhead, + causal, + softcap != 0.0, + m_block_size, + n_block_size, + num_threads, + pack_gqa, + num_stages_Q, + num_stages_dO, + SdP_swapAB, + dKV_swapAB, + dQ_swapAB, + AtomLayoutMSdP, + AtomLayoutNdKV, + AtomLayoutMdQ, + V_in_regs, + cu_seqlens_q is None, + cu_seqlens_k is None, + seqused_q is None, + seqused_k is None, + score_mod_hash, + score_mod_bwd_hash, + mask_mod_hash, + num_aux_tensors, + use_block_sparsity, + block_sparse_broadcast_pattern, + ) + else: + compile_key = ( + compute_capability, + dtype, + head_dim, + head_dim_v, + qhead_per_kvhead, + causal, + window_size_left is not None, + window_size_right is not None, + softcap != 0.0, + m_block_size, + n_block_size, + num_threads, + pack_gqa, + cluster_size, + deterministic, + score_mod_hash, + score_mod_bwd_hash, + mask_mod_hash, + num_aux_tensors, + use_block_sparsity, + block_sparse_broadcast_pattern, + cu_seqlens_q is None, + cu_seqlens_k is None, + seqused_q is None, + seqused_k is None, + ) + if compile_key not in _flash_attn_bwd.compile_cache: + q_tensor, k_tensor, v_tensor, do_tensor, dq_tensor, dk_tensor, dv_tensor = [ + to_cute_tensor(t) for t in (q, k, v, dout, dq, dk, dv) + ] + dq_accum_tensor, dpsum_tensor, lse_log2_tensor = [ + to_cute_tensor(t) for t in (dq_accum, dpsum, lse_log2) + ] + if dKV_postprocess: + dk_accum_tensor, dv_accum_tensor = [ + to_cute_tensor(t) for t in (dk_accum, dv_accum) + ] + cu_seqlens_q_tensor, cu_seqlens_k_tensor, seqused_q_tensor, seqused_k_tensor = [ + to_cute_tensor(t, assumed_align=4) if t is not None else None + for t in (cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k) + ] + dQ_semaphore_tensor, dK_semaphore_tensor, dV_semaphore_tensor = [ + utils.convert_from_dlpack_leading_static(t.detach(), leading_dim=3, alignment=4, stride_order=t.dim_order()) + if t is not None else None + for t in (dQ_semaphore, dK_semaphore, dV_semaphore) + ] + fa_bwd_sm80 = FlashAttentionBackwardSm80( + dtype, + head_dim, + head_dim_v, + qhead_per_kvhead, + m_block_size, + n_block_size, + num_stages_Q, + num_stages_dO, + num_threads, + pack_gqa, + causal, + SdP_swapAB, + dKV_swapAB, + dQ_swapAB, + AtomLayoutMSdP, + AtomLayoutNdKV, + AtomLayoutMdQ, + V_in_regs=V_in_regs, + ) + if compute_capability == 9: + fa_bwd_obj = FlashAttentionBackwardSm90( + dtype, + head_dim, + head_dim_v, + qhead_per_kvhead, + causal, + m_block_size, + n_block_size, + num_stages_Q, + num_stages_dO, + num_stages_PdS, + SdP_swapAB, + dKV_swapAB, + dQ_swapAB, + AtomLayoutMSdP, + AtomLayoutNdKV, + AtomLayoutMdQ, + num_threads, + V_in_regs=V_in_regs, + score_mod=score_mod, + score_mod_bwd=score_mod_bwd, + mask_mod=mask_mod, + has_aux_tensors=aux_tensors is not None, + subtile_factor=subtile_factor, + ) + else: + fa_bwd_obj = FlashAttentionBackwardSm100( + head_dim, + head_dim_v, + is_causal=causal, + is_local=local, + qhead_per_kvhead=qhead_per_kvhead, + # tile_m=m_block_size, + # tile_n=n_block_size, + cluster_size=cluster_size, + # cluster_size=1, + deterministic=deterministic, + score_mod=score_mod, + score_mod_bwd=score_mod_bwd, + mask_mod=mask_mod, + has_aux_tensors=aux_tensors is not None, + subtile_factor=subtile_factor, + ) + + # Block sparse tensors for backward use Q-direction indexing (transposed from forward). + sparse_tensors_compile = None + if normalized_block_sparse_tensors is not None: + sparse_tensors_compile = to_cute_block_sparse_tensors(normalized_block_sparse_tensors) + + # TODO: check @can_implement + _flash_attn_bwd.compile_cache[compile_key] = cute.compile( + fa_bwd_obj, + q_tensor, + k_tensor, + v_tensor, + do_tensor, + lse_log2_tensor, + dpsum_tensor, + dq_accum_tensor, + dk_tensor if not dKV_postprocess else dk_accum_tensor, + dv_tensor if not dKV_postprocess else dv_accum_tensor, + softmax_scale, + current_stream, + cu_seqlens_q_tensor, + cu_seqlens_k_tensor, + seqused_q_tensor, + seqused_k_tensor, + None, # softcap - not yet supported in backward + window_size_left, + window_size_right, + dQ_semaphore_tensor, + dK_semaphore_tensor, + dV_semaphore_tensor, + cute_aux_tensors, + sparse_tensors_compile, + options="--enable-tvm-ffi", + ) + _flash_attn_bwd.compile_cache[compile_key]( + q, + k, + v, + dout, + lse_log2, + dpsum, + dq_accum, + dk if not dKV_postprocess else dk_accum, + dv if not dKV_postprocess else dv_accum, + softmax_scale, + current_stream, + cu_seqlens_q, + cu_seqlens_k, + seqused_q, + seqused_k, + None, # softcap - not yet supported in backward + window_size_left, + window_size_right, + dQ_semaphore, + dK_semaphore, + dV_semaphore, + aux_tensors, + normalized_block_sparse_tensors[:4] if normalized_block_sparse_tensors is not None else None, + ) + + num_threads = 256 if compute_capability == 9 else 128 + arch = compute_capability * 10 + # Postprocess kernel: convert dq_accum from float32 to dq in bf16/fp16 + compile_key_post = ( + compute_capability, + dtype, + head_dim, + m_block_size, + num_threads, + AtomLayoutMdQ, + dQ_swapAB, + cu_seqlens_q is None, + seqused_q is None, + ) + if compile_key_post not in _flash_attn_bwd.compile_cache_post: + dq_accum_tensor = to_cute_tensor(dq_accum) + dq_tensor = to_cute_tensor(dq) + cu_seqlens_q_tensor, seqused_q_tensor = [ + to_cute_tensor(t, assumed_align=4) if t is not None else None + for t in (cu_seqlens_q, seqused_q) + ] + fa_bwd_post = FlashAttentionBackwardPostprocess( + dtype, head_dim, arch, m_block_size, num_threads, AtomLayoutMdQ, dQ_swapAB + ) + # TODO: check @can_implement + _flash_attn_bwd.compile_cache_post[compile_key_post] = cute.compile( + fa_bwd_post, + dq_accum_tensor, + dq_tensor, + softmax_scale, + current_stream, + cu_seqlens_q_tensor, + seqused_q_tensor, + options="--enable-tvm-ffi", + ) + _flash_attn_bwd.compile_cache_post[compile_key_post]( + dq_accum, + dq, + softmax_scale, + current_stream, + cu_seqlens_q, + seqused_q, + ) + + if dKV_postprocess: + # Postprocess kernel: convert dk_accum & dv_accum from float32 to bf16/fp16 + compile_key_post = ( + compute_capability, + dtype, + head_dim, + n_block_size, + num_threads, + AtomLayoutNdKV, + dKV_swapAB, + cu_seqlens_k is None, + seqused_k is None, + ) + if compile_key_post not in _flash_attn_bwd.compile_cache_post: + dk_accum_tensor = to_cute_tensor(dk_accum) + dk_tensor = to_cute_tensor(dk) + cu_seqlens_k_tensor, seqused_k_tensor = [ + to_cute_tensor(t, assumed_align=4) if t is not None else None + for t in (cu_seqlens_k, seqused_k) + ] + arch = compute_capability * 10 + fa_bwd_post = FlashAttentionBackwardPostprocess( + dtype, head_dim, arch, n_block_size, num_threads, AtomLayoutNdKV, dKV_swapAB + ) + # TODO: check @can_implement + _flash_attn_bwd.compile_cache_post[compile_key_post] = cute.compile( + fa_bwd_post, + dk_accum_tensor, + dk_tensor, + softmax_scale, + current_stream, + cu_seqlens_k_tensor, + seqused_k_tensor, + options="--enable-tvm-ffi", + ) + _flash_attn_bwd.compile_cache_post[compile_key_post]( + dk_accum, + dk, + softmax_scale, + current_stream, + cu_seqlens_k, + seqused_k, + ) + compile_key_post = ( + compute_capability, + dtype, + head_dim_v, + n_block_size, + num_threads, + AtomLayoutNdKV, + dKV_swapAB, + cu_seqlens_k is None, + seqused_k is None, + ) + if compile_key_post not in _flash_attn_bwd.compile_cache_post: + dv_accum_tensor = to_cute_tensor(dv_accum) + dv_tensor = to_cute_tensor(dv) + cu_seqlens_k_tensor, seqused_k_tensor = [ + to_cute_tensor(t, assumed_align=4) if t is not None else None + for t in (cu_seqlens_k, seqused_k) + ] + arch = compute_capability * 10 + fa_bwd_post = FlashAttentionBackwardPostprocess( + dtype, head_dim_v, arch, n_block_size, num_threads, AtomLayoutNdKV, dKV_swapAB + ) + # TODO: check @can_implement + _flash_attn_bwd.compile_cache_post[compile_key_post] = cute.compile( + fa_bwd_post, + dv_accum_tensor, + dv_tensor, + cutlass.Float32(1.0), + current_stream, + cu_seqlens_k_tensor, + seqused_k_tensor, + options="--enable-tvm-ffi", + ) + _flash_attn_bwd.compile_cache_post[compile_key_post]( + dv_accum, + dv, + 1.0, + current_stream, + cu_seqlens_k, + seqused_k, + ) + + return dq, dk, dv + + +_flash_attn_bwd.compile_cache_pre = {} +_flash_attn_bwd.compile_cache = {} +_flash_attn_bwd.compile_cache_post = {} + + +class FlashAttnFunc(torch.autograd.Function): + @staticmethod + def forward( + ctx, + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + softmax_scale: Optional[float] = None, + causal: bool = False, + window_size: Tuple[Optional[int], Optional[int]] = (None, None), + learnable_sink: Optional[torch.Tensor] = None, + softcap: float = 0.0, + num_splits: int = 1, + pack_gqa: Optional[bool] = None, + deterministic: bool = False, + mask_mod: Optional[Callable] = None, + full_block_cnt: Optional[torch.Tensor] = None, + full_block_idx: Optional[torch.Tensor] = None, + mask_block_cnt: Optional[torch.Tensor] = None, + mask_block_idx: Optional[torch.Tensor] = None, + block_size: Optional[Tuple[int, int]] = None, + ): + # Only create block sparse tensors if at least one block sparse parameter is provided + block_sparse_tensors = None + if any(t is not None for t in [full_block_cnt, full_block_idx, mask_block_cnt, mask_block_idx]): + block_sparse_tensors = BlockSparseTensorsTorch( + full_block_cnt=full_block_cnt, + full_block_idx=full_block_idx, + mask_block_cnt=mask_block_cnt, + mask_block_idx=mask_block_idx, + block_size=block_size, + ) + out, lse = _flash_attn_fwd( + q, + k, + v, + softmax_scale=softmax_scale, + causal=causal, + window_size_left=window_size[0], + window_size_right=window_size[1], + learnable_sink=learnable_sink, + softcap=softcap, + num_splits=num_splits, + pack_gqa=pack_gqa, + mask_mod=mask_mod, + block_sparse_tensors=block_sparse_tensors + ) + ctx.save_for_backward(q, k, v, out, lse) + ctx.softmax_scale = softmax_scale + ctx.causal = causal + ctx.window_size = window_size + ctx.softcap = softcap + ctx.deterministic = deterministic + return out, lse + + @staticmethod + def backward(ctx, dout, *args): + q, k, v, out, lse = ctx.saved_tensors + dq, dk, dv = _flash_attn_bwd( + q, + k, + v, + out, + dout, + lse, + ctx.softmax_scale, + ctx.causal, + ctx.softcap, + window_size_left=ctx.window_size[0], + window_size_right=ctx.window_size[1], + deterministic=ctx.deterministic, + ) + return dq, dk, dv, *((None,) * 20) # Extra Nones is fine + + +class FlashAttnVarlenFunc(torch.autograd.Function): + @staticmethod + def forward( + ctx, + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + cu_seqlens_q: Optional[torch.Tensor], + cu_seqlens_k: Optional[torch.Tensor], + seqused_q: Optional[torch.Tensor] = None, + seqused_k: Optional[torch.Tensor] = None, + max_seqlen_q: Optional[int] = None, + max_seqlen_k: Optional[int] = None, + page_table: Optional[torch.Tensor] = None, + softmax_scale: Optional[float] = None, + causal: bool = False, + window_size: Tuple[Optional[int], Optional[int]] = (None, None), + learnable_sink: Optional[torch.Tensor] = None, + softcap: float = 0.0, + num_splits: int = 1, + pack_gqa: Optional[bool] = None, + deterministic: bool = False, + score_mod: Optional[Callable] = None, + aux_tensors: Optional[list] = None, + ): + out, lse = _flash_attn_fwd( + q, + k, + v, + cu_seqlens_q, + cu_seqlens_k, + seqused_q, + seqused_k, + max_seqlen_q=max_seqlen_q, + max_seqlen_k=max_seqlen_k, + page_table=page_table, + softmax_scale=softmax_scale, + causal=causal, + window_size_left=window_size[0], + window_size_right=window_size[1], + learnable_sink=learnable_sink, + softcap=softcap, + num_splits=num_splits, + pack_gqa=pack_gqa, + score_mod=score_mod, + aux_tensors=aux_tensors, + ) + ctx.save_for_backward(q, k, v, out, lse, cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k) + ctx.softmax_scale = softmax_scale + ctx.causal = causal + ctx.window_size = window_size + ctx.softcap = softcap + ctx.deterministic = deterministic + ctx.max_seqlen_q = max_seqlen_q + ctx.max_seqlen_k = max_seqlen_k + return out, lse + + @staticmethod + def backward(ctx, dout, *args): + q, k, v, out, lse, cu_seqlens_q, cu_seqlens_k, seqused_q, seqused_k = ctx.saved_tensors + assert ctx.softcap == 0.0 + dq, dk, dv = _flash_attn_bwd( + q, + k, + v, + out, + dout, + lse, + ctx.softmax_scale, + ctx.causal, + ctx.softcap, + window_size_left=ctx.window_size[0], + window_size_right=ctx.window_size[1], + cu_seqlens_q=cu_seqlens_q, + cu_seqlens_k=cu_seqlens_k, + seqused_q=seqused_q, + seqused_k=seqused_k, + max_seqlen_q=ctx.max_seqlen_q, + max_seqlen_k=ctx.max_seqlen_k, + deterministic=ctx.deterministic, + ) + + return dq, dk, dv, *((None,) * 20) + + +def flash_attn_func( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + softmax_scale: Optional[float] = None, + causal: bool = False, + window_size: Tuple[Optional[int], Optional[int]] = (None, None), + learnable_sink: Optional[torch.Tensor] = None, + softcap: float = 0.0, + num_splits: int = 1, + pack_gqa: Optional[bool] = None, + deterministic: bool = False, + mask_mod: Optional[Callable] = None, + full_block_cnt: Optional[torch.Tensor] = None, + full_block_idx: Optional[torch.Tensor] = None, + mask_block_cnt: Optional[torch.Tensor] = None, + mask_block_idx: Optional[torch.Tensor] = None, + block_size: Optional[Tuple[int, int]] = None, +): + return FlashAttnFunc.apply( + q, + k, + v, + softmax_scale, + causal, + window_size, + learnable_sink, + softcap, + num_splits, + pack_gqa, + deterministic, + mask_mod, + full_block_cnt, + full_block_idx, + mask_block_cnt, + mask_block_idx, + block_size, + ) + + +def flash_attn_varlen_func( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + cu_seqlens_q: Optional[torch.Tensor] = None, + cu_seqlens_k: Optional[torch.Tensor] = None, + max_seqlen_q: Optional[int] = None, + max_seqlen_k: Optional[int] = None, + seqused_q: Optional[torch.Tensor] = None, + seqused_k: Optional[torch.Tensor] = None, + page_table: Optional[torch.Tensor] = None, + softmax_scale: Optional[float] = None, + causal: bool = False, + window_size: Tuple[Optional[int], Optional[int]] = (None, None), + learnable_sink: Optional[torch.Tensor] = None, + softcap: float = 0.0, + num_splits: int = 1, + pack_gqa: Optional[bool] = None, + deterministic: bool = False, + score_mod: Optional[Callable] = None, + aux_tensors: Optional[list] = None, +): + return FlashAttnVarlenFunc.apply( + q, + k, + v, + cu_seqlens_q, + cu_seqlens_k, + seqused_q, + seqused_k, + max_seqlen_q, + max_seqlen_k, + page_table, + softmax_scale, + causal, + window_size, + learnable_sink, + softcap, + num_splits, + pack_gqa, + deterministic, + score_mod, + aux_tensors, + ) + + +def _flash_attn_fwd_combine( + out_partial: torch.Tensor, + lse_partial: torch.Tensor, + out: torch.Tensor, + lse: Optional[torch.Tensor] = None, + cu_seqlens: Optional[torch.Tensor] = None, + seqused: Optional[torch.Tensor] = None, + num_splits_dynamic_ptr: Optional[torch.Tensor] = None, + semaphore_to_reset: Optional[torch.Tensor] = None, +) -> None: + """Forward combine kernel for split attention computation. + + Combines partial outputs and log-sum-exp values from multiple splits + of attention computation into final outputs. + + Args: + out_partial: Partial outputs tensor (num_splits, batch, seqlen, nheads, headdim) or + (num_splits, total_q, nheads, headdim) if there's cu_seqlens + lse_partial: Partial LSE tensor (num_splits, batch, seqlen, nheads) or + (num_splits, total_q, nheads) if there's cu_seqlens + out: Output tensor (batch, seqlen, nheads, headdim) or (total_q, nheads, headdim) if there's cu_seqlens + lse: Output LSE tensor (batch, seqlen, nheads) or (total_q, nheads) if there's cu_seqlens. + cu_seqlens: Cumulative sequence lengths for variable length sequences + seqused: Used sequence lengths for each batch + num_splits_dynamic_ptr: Dynamic number of splits per batch + semaphore_to_reset: Semaphore for synchronization + k_block_size: Block size for head dimension + + Returns: + None + """ + # Input validation + assert out_partial.dim() in [4, 5], "out_partial must have 4 or 5 dimensions" + assert lse_partial.dim() in [3, 4], "lse_partial must have 3 or 4 dimensions" + assert out_partial.dtype in [torch.float16, torch.bfloat16, torch.float32], ( + "out_partial must be fp16, bf16, or fp32" + ) + assert lse_partial.dtype == torch.float32, "lse_partial must be fp32" + assert out_partial.is_cuda and lse_partial.is_cuda, "tensors must be on CUDA device" + assert out_partial.stride(-1) == 1, "out_partial must be contiguous in the last dimension" + assert lse_partial.stride(-2) == 1, "lse_partial must be contiguous in the seqlen dimension" + assert lse_partial.shape == out_partial.shape[:-1] + + # Determine if this is variable length based on dimensions + is_varlen = out_partial.dim() == 4 + + # Validate output tensor shapes and types + assert out.shape == out_partial.shape[1:], "out shape mismatch" + if lse is not None: + assert lse.shape == lse_partial.shape[1:], "lse shape mismatch" + assert lse.dtype == torch.float32, "lse must be fp32" + + # Validate optional tensors + for t, name in [ + (cu_seqlens, "cu_seqlens"), + (seqused, "seqused"), + (num_splits_dynamic_ptr, "num_splits_dynamic_ptr"), + ]: + if t is not None: + assert t.dtype == torch.int32, f"{name} must be int32" + assert t.is_cuda, f"{name} must be on CUDA device" + assert t.is_contiguous(), f"{name} must be contiguous" + + head_dim = out_partial.shape[-1] + num_splits = out_partial.shape[0] + assert num_splits <= 256 + # If hdim is 96 or 192, it's faster to round them to 128 or 256 respectively + # so that kBlockM is smaller and we have more parallelism. + k_block_size = 64 if head_dim <= 64 else 128 + # We want kBlockM to be as small as possible to maximize parallelism. + # E.g., if hdim is 64, we want kBlockM to be 16 so that we can use 256 threads, each reading 4 elements (floats). + m_block_size = 8 if k_block_size % 128 == 0 else (16 if k_block_size % 64 == 0 else 32) + log_max_splits = max(math.ceil(math.log2(num_splits)), 4) + if m_block_size == 8: + # If kBlockM == 8 then the minimum number of splits is 32. + # TODO: we can deal w this by using 128 threads instead + log_max_splits = max(log_max_splits, 5) + + current_stream = cuda.CUstream(torch.cuda.current_stream().cuda_stream) + + # Create combine kernel configuration + dtype = torch2cute_dtype_map[out.dtype] + dtype_partial = torch2cute_dtype_map[out_partial.dtype] + + compile_key = ( + dtype, + dtype_partial, + head_dim, + m_block_size, + k_block_size, + log_max_splits, + cu_seqlens is not None, + seqused is not None, + lse is not None, + ) + + if compile_key not in _flash_attn_fwd_combine.compile_cache: + out_partial_tensor = to_cute_tensor( + out_partial, leading_dim=4 if not is_varlen else 3 + ) + lse_partial_tensor = to_cute_tensor( + lse_partial, assumed_align=4, leading_dim=lse_partial.ndim - 2 + ) + out_tensor = to_cute_tensor(out, leading_dim=3 if not is_varlen else 2) + lse_tensor = ( + to_cute_tensor(lse, assumed_align=4, leading_dim=lse.ndim - 2) + if lse is not None + else None + ) + + optional_tensors = [ + to_cute_tensor(t, assumed_align=4, leading_dim=0) + if t is not None + else None + for t in (cu_seqlens, seqused, num_splits_dynamic_ptr, semaphore_to_reset) + ] + cu_seqlens_tensor, seqused_tensor, num_splits_dynamic_tensor, semaphore_tensor = ( + optional_tensors + ) + fa_combine = FlashAttentionForwardCombine( + dtype=dtype, + dtype_partial=dtype_partial, + head_dim=head_dim, + m_block_size=m_block_size, + k_block_size=k_block_size, + log_max_splits=log_max_splits, + ) + + # Check if implementation is supported + if not fa_combine.can_implement( + dtype, + dtype_partial, + head_dim, + m_block_size, + k_block_size, + log_max_splits, + num_threads=256, + ): + raise RuntimeError( + "FlashAttention combine kernel cannot be implemented with given parameters" + ) + + _flash_attn_fwd_combine.compile_cache[compile_key] = cute.compile( + fa_combine, + out_partial_tensor, + lse_partial_tensor, + out_tensor, + lse_tensor, + cu_seqlens_tensor, + seqused_tensor, + num_splits_dynamic_tensor, + semaphore_tensor, + current_stream, + options="--enable-tvm-ffi", + ) + _flash_attn_fwd_combine.compile_cache[compile_key]( + out_partial, + lse_partial, + out, + lse, + cu_seqlens, + seqused, + num_splits_dynamic_ptr, + semaphore_to_reset, + current_stream, + ) + + +_flash_attn_fwd_combine.compile_cache = {} + + +def flash_attn_combine( + out_partial: torch.Tensor, + lse_partial: torch.Tensor, + out: Optional[torch.Tensor] = None, + out_dtype: Optional[torch.dtype] = None, + cu_seqlens: Optional[torch.Tensor] = None, + seqused: Optional[torch.Tensor] = None, + return_lse: bool = True, +) -> Tuple[torch.Tensor, Optional[torch.Tensor]]: + """Flash Attention combine function for split attention computation. + + Combines partial outputs and log-sum-exp values from multiple splits + of attention computation into final outputs. This is the main user-facing + interface for the combine kernel. + + Args: + out_partial: Partial outputs tensor with shape: + - (num_splits, batch_size, seqlen, num_heads, head_size) for regular batched input + - (num_splits, total_q, num_heads, head_size) for variable length input + lse_partial: Partial LSE tensor with shape: + - (num_splits, batch_size, seqlen, num_heads) for regular batched input + - (num_splits, total_q, num_heads) for variable length input + out: Optional output tensor. If None, will be created automatically. + out_dtype: Optional output dtype. If None, will use fp16/bf16 based on input. + cu_seqlens: Cumulative sequence lengths for variable length sequences + seqused: Used sequence lengths for each batch + return_lse: Whether to return the combined LSE tensor. Default is True. + + Returns: + Tuple of (out, lse) where: + - out: Combined output tensor with shape (batch_size, seqlen, num_heads, head_size) + or (total_q, num_heads, head_size) for varlen + - lse: Combined log-sum-exp tensor with shape (batch_size, seqlen, num_heads) + or (total_q, num_heads) for varlen. None if return_lse=False + + Note: + This function expects the input tensors to be in the format produced by + split attention computation, where the first dimension is num_splits. + The permuting from user format to kernel format is now done inside the kernel. + """ + # Input validation + assert out_partial.dim() in [4, 5], "out_partial must have 4 or 5 dimensions" + assert lse_partial.dim() in [3, 4], "lse_partial must have 3 or 4 dimensions" + assert out_partial.dtype == torch.float32, "out_partial must be fp32 (from accumulation)" + assert lse_partial.dtype == torch.float32, "lse_partial must be fp32" + + # Determine if this is variable length based on dimensions + is_varlen = out_partial.dim() == 4 + + if is_varlen: + # Variable length: (num_splits, total_q, num_heads, head_size) + num_splits, total_q, num_heads, head_size = out_partial.shape + assert lse_partial.shape == (num_splits, total_q, num_heads), ( + "lse_partial shape mismatch for varlen" + ) + batch_size = 1 # Treat as single batch for varlen + seqlen = total_q + else: + # Regular batched: (num_splits, batch_size, seqlen, num_heads, head_size) + num_splits, batch_size, seqlen, num_heads, head_size = out_partial.shape + assert lse_partial.shape == (num_splits, batch_size, seqlen, num_heads), ( + "lse_partial shape mismatch" + ) + + # Determine output dtype + if out_dtype is None: + out_dtype = out_partial.dtype + + # Create output if not provided + device = out_partial.device + if out is None: + if is_varlen: + out = torch.empty(total_q, num_heads, head_size, dtype=out_dtype, device=device) + else: + out = torch.empty( + batch_size, seqlen, num_heads, head_size, dtype=out_dtype, device=device + ) + + # Create lse output only if requested + if return_lse: + if is_varlen: + lse = torch.empty(num_heads, total_q, dtype=torch.float32, device=device).transpose( + 0, 1 + ) + else: + lse = torch.empty( + batch_size, num_heads, seqlen, dtype=torch.float32, device=device + ).transpose(1, 2) + else: + lse = None + + _flash_attn_fwd_combine( + out_partial, + lse_partial, + out, + lse, + cu_seqlens, + seqused, + ) + return out, lse diff --git a/kernel/deps/flash_attn/cute/mask.py b/kernel/deps/flash_attn/cute/mask.py new file mode 100644 index 0000000000000000000000000000000000000000..c0ba457b129b0ee17796616bef412463eae8e542 --- /dev/null +++ b/kernel/deps/flash_attn/cute/mask.py @@ -0,0 +1,651 @@ +# Copyright (c) 2025, Tri Dao. + +from typing import Optional, Callable +from dataclasses import dataclass + +import cutlass +import cutlass.cute as cute +from cutlass import Float32, Int32, const_expr + +import flash_attn.cute.utils as utils +from flash_attn.cute.seqlen_info import SeqlenInfoQK + + +@cute.jit +def mask_r2p(X: cute.Tensor, col_limit: Int32, arch: int = 90, rank1: bool = False) -> None: + # Bit manipulation, compiles down to the R2P instruction + # For sm100: we know that tScS_t2r[i][1] == i, for the particular tmem copy atom we're using. + # For sm90: instead of comparing limit to 0, 1, 8, 9, 16, 17, ..., + # we compare a transformed version of limit to 0, 1, 2, 3, 4, 5, ... + if const_expr(arch == 90): + col_limit_transformed = col_limit // 8 * 2 + min(col_limit % 8, 2) + else: + col_limit_transformed = col_limit + ncol = const_expr(cute.size(X.shape[cute.rank(X) - 1]) if not rank1 else cute.size(X.shape)) + # Ideally we'd move by 32 instead of 24, but mask >> i isn't correct for i == 31 + for s in cutlass.range_constexpr(cute.ceil_div(ncol, 24)): + # Don't need to clamp to 32 since the shr.u32 instruction does that already + col_limit_right_s = max(col_limit_transformed - s * 24, 0) + # 0 -> 0b00...00, 1 -> 0b00...01, ..., 31 -> 0b01...11, 32 -> 0b11...11 + mask = (1 << col_limit_right_s) - 1 + # This needs to be range_constexpr, o/w the compiler can't generate the R2P instruction + for i in cutlass.range_constexpr(min(24, ncol - s * 24)): + in_bound = cutlass.Boolean(mask & (1 << i)) + c = s * 24 + i + if const_expr(rank1): + X[c] = X[c] if in_bound else -Float32.inf + # This is the equivalent of: + # X[s * 24 + i] = X[s * 24 + i] if col_limit_right_s <= i else -Float32.inf + else: + for r in cutlass.range_constexpr(cute.size(X.shape[0])): + X[r, c] = X[r, c] if in_bound else -Float32.inf + + +@cute.jit +def mask_r2p_transposed(X: cute.Tensor, row_limit_top: Int32, num_rep: int) -> None: + # Bit manipulation, compiles down to the R2P instruction + # For sm100: we know that tScS_t2r[i][0] has the form 0, 1, ..., 31, 64, ..., 127 + # or 0, 1, ..., 15, 32, ..., 47, 64, ... + # We compare a transformed version of limit to 0, 1, 2, 3, 4, 5, ... + # Here we hardcode for the case of 2 warp groups. + num_wg = 2 + row_limit_top_transformed = row_limit_top // (num_rep * num_wg) * num_rep + min( + row_limit_top % (num_rep * num_wg), num_rep + ) + ncol = cute.size(X.shape) + # Ideally we'd move by 32 instead of 24, but mask >> i isn't correct for i == 31 + for s in cutlass.range_constexpr(cute.ceil_div(ncol, 24)): + row_limit_top_s = max(row_limit_top_transformed - s * 24, 0) + # 0 -> 0b00...00, 1 -> 0b00...01, ..., 31 -> 0b01...11, 32 -> 0b11...11 + mask = (1 << row_limit_top_s) - 1 + # This needs to be range_constexpr, o/w the compiler can't generate the R2P instruction + for i in cutlass.range_constexpr(min(24, ncol - s * 24)): + out_bound = cutlass.Boolean(mask & (1 << i)) + c = s * 24 + i + X[c] = -Float32.inf if out_bound else X[c] + # tidx = cute.arch.thread_idx()[0] % 256 + # if tidx == 128: + # cute.printf("tidx = {}, s = {}, i = {}, row_limit_top = {}, row_limit_top_s = {}, mask = {}, out_bound = {}", tidx, s, i, row_limit_top, row_limit_top_s, mask, out_bound) + + +@cute.jit +def mask_r2p_dual_bound( + X: cute.Tensor, + col_limit_left: Int32, # Inclusive lower bound + col_limit_right: Int32, # Exclusive upper bound +) -> None: + """ + Dual-bound masking using two bitmasks for SM100, following mask_r2p. + Masks elements where: NOT (col_limit_left <= col < col_limit_right) + + Uses bit manipulation to create a range mask: + mask_right = (1 << right) - 1 -> bits (right-1)..0 are 1 + mask_left = (1 << left) - 1 -> bits (left-1)..0 are 1 + mask_range = mask_range = mask_right & ~ mask_left -> bits (right-1)..left are 1 + """ + ncol = const_expr(cute.size(X.shape)) + + for s in cutlass.range_constexpr(cute.ceil_div(ncol, 24)): + right_s = max(col_limit_right - s * 24, 0) + left_s = max(col_limit_left - s * 24, 0) + + # otherwise cute dsl complains about python int too large to convert into c long + right_s = min(right_s, 24) + left_s = min(left_s, 24) + + # bits (right-1)..left are 1 + mask_right = (1 << right_s) - 1 + mask_left = (1 << left_s) - 1 + mask_range = mask_right & ~mask_left + + # This needs to be range_constexpr, o/w the compiler can't generate the R2P instruction + for i in cutlass.range_constexpr(min(24, ncol - s * 24)): + in_bound = cutlass.Boolean(mask_range & (1 << i)) + c = s * 24 + i + X[c] = X[c] if in_bound else -Float32.inf + + +@dataclass(frozen=True) +class AttentionMask: + tile_m: cutlass.Constexpr[int] + tile_n: cutlass.Constexpr[int] + seqlen_info: SeqlenInfoQK + window_size_left: Optional[Int32] = None + window_size_right: Optional[Int32] = None + qhead_per_kvhead_packgqa: cutlass.Constexpr[int] = 1 # only pass in if we're doing PackGQA + swap_AB: cutlass.Constexpr[bool] = False + + @property + def seqlen_q(self) -> Int32: + return self.seqlen_info.seqlen_q + + @property + def seqlen_k(self) -> Int32: + return self.seqlen_info.seqlen_k + + @cute.jit + def apply_mask( + self, + acc_S: cute.Tensor, + batch_idx: cutlass.Int32, + head_idx: cutlass.Int32, + m_block: cutlass.Int32, + n_block: cutlass.Int32, + thr_mma: cute.TiledMma, + mask_seqlen: cutlass.Constexpr[bool], + mask_causal: cutlass.Constexpr[bool], + mask_local: cutlass.Constexpr[bool] = False, + mask_mod: cutlass.Constexpr[Optional[Callable]] = None, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + ) -> None: + assert not (mask_causal and mask_local), "mask_causal and mask_local cannot be both True" + acc_S_mn = utils.make_acc_tensor_mn_view(acc_S, transpose=self.swap_AB) + acc_shape = (self.tile_m, self.tile_n) + cS = cute.make_identity_tensor(acc_shape if not self.swap_AB else acc_shape[::-1]) + tScS_mn = utils.make_acc_tensor_mn_view(thr_mma.partition_C(cS), transpose=self.swap_AB) + # We use t0ScS as these indices are known at compile time. We then must subtract the + # column limit by the thread column offset. + t0ScS_mn = utils.make_acc_tensor_mn_view( + thr_mma.get_slice(0).partition_C(cS), transpose=self.swap_AB + ) + ROW = 0 if const_expr(not self.swap_AB) else 1 + COL = 1 if const_expr(not self.swap_AB) else 0 + thr_col_offset = tScS_mn[0][COL] + # To handle edge cases of completely masked out rows where n_block_max = 0, + # we treat negative n_blocks as 0th n_block + # TODO: find more transparent solution + if n_block < 0: + n_block = 0 + seqlenk_col_limit = self.seqlen_k - n_block * self.tile_n - thr_col_offset + if const_expr(not mask_causal and not mask_local and mask_mod is None): + if const_expr(mask_seqlen): + # The compiler now choses not to use R2P + r2p = const_expr(False and not self.swap_AB) + if const_expr(not r2p): + # traverse column index. + for c in cutlass.range(cute.size(tScS_mn.shape[1]), unroll_full=True): + oob = t0ScS_mn[0, c][COL] >= seqlenk_col_limit + for r in cutlass.range(cute.size(tScS_mn.shape[0]), unroll_full=True): + acc_S_mn[r, c] = -Float32.inf if oob else acc_S_mn[r, c] + else: + mask_r2p(acc_S_mn, seqlenk_col_limit, arch=90) + + elif const_expr( + not mask_causal and not mask_local and mask_mod is not None + ): # FlexAttention mask mod + nrow = const_expr(cute.size(tScS_mn.shape[0])) + ncol = const_expr(cute.size(tScS_mn.shape[1])) + has_fastdiv = const_expr( + fastdiv_mods is not None + and fastdiv_mods[0] is not None + and fastdiv_mods[1] is not None + ) + wrap_aux_indices = const_expr( + has_fastdiv and mask_seqlen and const_expr(aux_tensors is not None) + ) + + for r in cutlass.range_constexpr(nrow): + # Respect swap_AB: ROW/COL determine which coordinate component corresponds to Q/KV. + local_row = tScS_mn[r, 0][ROW] + global_row_idx = local_row + m_block * self.tile_m + row_for_mod = global_row_idx + head_idx_for_mod = head_idx + if const_expr(self.qhead_per_kvhead_packgqa != 1): + head_offset = global_row_idx % self.qhead_per_kvhead_packgqa + head_idx_for_mod = head_idx * self.qhead_per_kvhead_packgqa + head_offset + row_for_mod = global_row_idx // self.qhead_per_kvhead_packgqa + row_for_seqlen = row_for_mod + if const_expr(wrap_aux_indices): + _, row_for_mod = divmod(row_for_mod, fastdiv_mods[0]) + + for col in cutlass.range_constexpr(ncol): + col_idx_local = t0ScS_mn[0, col][COL] + # Convert to absolute column index + global_col_idx = thr_col_offset + col_idx_local + n_block * self.tile_n + col_for_mod = global_col_idx + if const_expr(wrap_aux_indices): + _, col_for_mod = divmod(global_col_idx, fastdiv_mods[1]) + + batch_idx_ssa = utils.scalar_to_ssa(batch_idx, cutlass.Int32) + head_idx_ssa = utils.scalar_to_ssa(head_idx_for_mod, cutlass.Int32) + q_idx_ssa = utils.scalar_to_ssa(row_for_mod, cutlass.Int32) + kv_idx_ssa = utils.scalar_to_ssa(col_for_mod, cutlass.Int32) + mask_value = mask_mod( + batch_idx_ssa, + head_idx_ssa, + q_idx_ssa, + kv_idx_ssa, + self.seqlen_info, + aux_tensors, + ) + cond = cutlass.Boolean(utils.ssa_to_scalar(mask_value)) + if const_expr(mask_seqlen): + out_of_bounds = (row_for_seqlen >= self.seqlen_q) or ( + global_col_idx >= self.seqlen_k + ) + if out_of_bounds: + acc_S_mn[r, col] = -cutlass.Float32.inf + else: + acc_S_mn[r, col] = acc_S_mn[r, col] if cond else -cutlass.Float32.inf + else: + acc_S_mn[r, col] = acc_S_mn[r, col] if cond else -cutlass.Float32.inf + + else: # Causal or local + if const_expr(not self.swap_AB): + # If PackGQA, we split the work of compute divmod among threads in the same row + threads_per_row = thr_mma.tv_layout_C.shape[0][0] + mma_m_idx = None + if const_expr(self.qhead_per_kvhead_packgqa != 1): + assert not self.swap_AB, "swap_AB with PackGQA not supported yet" + assert cute.arch.WARP_SIZE % threads_per_row == 0, ( + "threads_per_row must divide WARP_SIZE" + ) + assert cute.size(acc_S_mn.shape[0]) <= threads_per_row + tidx = thr_mma.thr_idx + mma_m_idx = ( + m_block * self.tile_m + tScS_mn[tidx % threads_per_row, 0][0] + ) // self.qhead_per_kvhead_packgqa + causal_row_offset = ( + 1 + self.seqlen_k - n_block * self.tile_n - self.seqlen_q - thr_col_offset + ) + if const_expr(mask_causal): + r2p = const_expr(not self.swap_AB) # R2P trick, see apply_mask_sm100 + for r in cutlass.range(cute.size(tScS_mn.shape[0]), unroll_full=True): + # get the column index limit based on current row. Only consider the row index, so the column index sets to 0. + if const_expr(self.qhead_per_kvhead_packgqa == 1): + row_idx = tScS_mn[r, 0][0] + m_block * self.tile_m + else: + row_idx = utils.shuffle_sync( + mma_m_idx, r % threads_per_row, width=threads_per_row + ) + col_limit_right = row_idx + causal_row_offset + if const_expr(mask_seqlen): + col_limit_right = cutlass.min(col_limit_right, seqlenk_col_limit) + if const_expr(not r2p): + # traverse column index. + for c in cutlass.range(cute.size(tScS_mn.shape[1]), unroll_full=True): + acc_S_mn[r, c] = ( + -Float32.inf + if t0ScS_mn[0, c][1] >= col_limit_right + else acc_S_mn[r, c] + ) + else: + mask_r2p(acc_S_mn[r, None], col_limit_right, arch=90, rank1=True) + else: # Local + local_row_offset_right = ( + causal_row_offset + self.window_size_right + if const_expr(self.window_size_right is not None) + else None + ) + local_row_offset_left = ( + causal_row_offset - 1 - self.window_size_left + if const_expr(self.window_size_left is not None) + else None + ) + for r in cutlass.range(cute.size(tScS_mn.shape[0]), unroll_full=True): + if const_expr(self.qhead_per_kvhead_packgqa == 1): + row_idx = tScS_mn[r, 0][0] + m_block * self.tile_m + else: + row_idx = utils.shuffle_sync( + mma_m_idx, r % threads_per_row, width=threads_per_row + ) + if const_expr(self.window_size_right is not None): + col_limit_right = row_idx + local_row_offset_right + else: + col_limit_right = self.tile_n + if const_expr(mask_seqlen): + col_limit_right = cutlass.min(col_limit_right, seqlenk_col_limit) + col_limit_left = ( + row_idx + local_row_offset_left + if const_expr(self.window_size_left is not None) + else 0 + ) + # if cute.arch.thread_idx()[0] == 128: cute.printf("n_block = {}, r = {}, row_idx = {}, causal_row_offset = {}, col_limit_right = {}, col_limit_left = {}", n_block, r, row_idx, causal_row_offset, col_limit_right, col_limit_left) + # traverse column index. + for c in cutlass.range(cute.size(tScS_mn.shape[1]), unroll_full=True): + col_idx = t0ScS_mn[0, c][1] + # only consider the column index, so the row index sets to 0. + if col_idx >= col_limit_right or col_idx < col_limit_left: + acc_S_mn[r, c] = -Float32.inf + else: # swap_AB + assert self.qhead_per_kvhead_packgqa == 1 + thr_row_offset = tScS_mn[0][ROW] + causal_row_offset = ( + seqlenk_col_limit - self.seqlen_q + m_block * self.tile_m + thr_row_offset + ) + if const_expr(mask_causal): + for c in cutlass.range(cute.size(tScS_mn.shape[1]), unroll_full=True): + col0 = t0ScS_mn[0, c][COL] + # If col0 is beyond the column limit, we want to mask out the entire + # column, by setting row limit to be self.tile_m. + row_limit_top = ( + self.tile_m + if col0 >= seqlenk_col_limit and mask_seqlen + else col0 - causal_row_offset + ) + for r in cutlass.range(cute.size(tScS_mn.shape[0]), unroll_full=True): + acc_S_mn[r, c] = ( + -Float32.inf + if t0ScS_mn[r, 0][ROW] < row_limit_top + else acc_S_mn[r, c] + ) + else: + for c in cutlass.range(cute.size(tScS_mn.shape[1]), unroll_full=True): + col0 = t0ScS_mn[0, c][COL] + # If col0 is beyond the column limit, we want to mask out the entire + # column, by setting row limit to be self.tile_m. + row_limit_top = ( + self.tile_m + if col0 >= seqlenk_col_limit + else col0 - causal_row_offset - self.window_size_right + ) + # TODO: do we need col_limit_sink? + row_limit_bot = col0 - causal_row_offset + self.window_size_left + for r in cutlass.range(cute.size(tScS_mn.shape[0]), unroll_full=True): + row_idx = t0ScS_mn[r, 0][ROW] + acc_S_mn[r, c] = ( + -Float32.inf + if row_idx < row_limit_top or row_idx > row_limit_bot + else acc_S_mn[r, c] + ) + + @cute.jit + def apply_mask_sm100( + self, + acc_S: cute.Tensor, + m_block: Int32, + n_block: Int32, + thr_mma: cute.TiledMma, + thr_tmem_load: cute.TiledCopy, + mask_seqlen: cutlass.Constexpr[bool], + mask_causal: cutlass.Constexpr[bool], + mask_local: cutlass.Constexpr[bool] = False, + mask_mod: cutlass.Constexpr[Optional[Callable]] = None, + batch_idx: Int32 = None, + head_idx: Int32 = None, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + head_divmod=None, + check_q_boundary: bool = False, + ) -> None: + assert not (mask_causal and mask_local), "mask_causal and mask_local cannot be both True" + acc_shape = (self.tile_m, self.tile_n) + cS = cute.make_identity_tensor(acc_shape if not self.swap_AB else acc_shape[::-1]) + tScS = thr_mma.partition_C(cS) + tScS_t2r = thr_tmem_load.partition_D(tScS) + # To handle edge cases of completely masked out rows where n_block_max = 0, + # we treat negative n_blocks as 0th n_block + # TODO: find more transparent solution + if n_block < 0: + n_block = 0 + seqlenk_col_limit = self.seqlen_k - n_block * self.tile_n + r2p = True + if const_expr(not mask_causal and not mask_local and mask_mod is None): + if const_expr(mask_seqlen): + if const_expr(not r2p): + for i in cutlass.range(cute.size(tScS_t2r.shape), unroll_full=True): + # if tScS_t2r[i][1] >= seqlenk_col_limit: + # acc_S[i] = -Float32.inf + # For some reason the 2 lines above generate really bad SASS + acc_S[i] = -Float32.inf if tScS_t2r[i][1] >= seqlenk_col_limit else acc_S[i] + else: + mask_r2p(acc_S, seqlenk_col_limit, arch=100, rank1=True) + + elif const_expr(not mask_causal and not mask_local and mask_mod is not None): + # Block sparse case w/ mask_mod + has_fastdiv = const_expr( + fastdiv_mods is not None + and fastdiv_mods[0] is not None + and fastdiv_mods[1] is not None + ) + batch_idx_ssa = utils.scalar_to_ssa(batch_idx, cutlass.Int32) + + ncol = const_expr(cute.size(tScS_t2r.shape)) + for i in cutlass.range_constexpr(ncol): + row_coord = tScS_t2r[i][0] if not self.swap_AB else tScS_t2r[i][1] + col_coord = tScS_t2r[i][1] if not self.swap_AB else tScS_t2r[i][0] + global_row = row_coord + m_block * self.tile_m + global_col = col_coord + n_block * self.tile_n + + if const_expr(self.qhead_per_kvhead_packgqa != 1): + assert head_divmod is not None + mask_row, head_offset = divmod(global_row, head_divmod) + head_idx_for_mod = head_idx * self.qhead_per_kvhead_packgqa + head_offset + else: + head_idx_for_mod = head_idx + mask_row = global_row + + mask_row_for_mod = mask_row + if const_expr(has_fastdiv and aux_tensors is not None): + if check_q_boundary: + _, mask_row_for_mod = divmod(mask_row, fastdiv_mods[0]) + global_col_for_mod = global_col + if const_expr(has_fastdiv and mask_seqlen and aux_tensors is not None): + _, global_col_for_mod = divmod(global_col, fastdiv_mods[1]) + + head_idx_ssa = utils.scalar_to_ssa(head_idx_for_mod, cutlass.Int32) + mask_row_ssa = utils.scalar_to_ssa(mask_row_for_mod, cutlass.Int32) + kv_idx_ssa = utils.scalar_to_ssa(global_col_for_mod, cutlass.Int32) + mask_value = mask_mod( + batch_idx_ssa, + head_idx_ssa, + mask_row_ssa, + kv_idx_ssa, + self.seqlen_info, + aux_tensors, + ) + cond = cutlass.Boolean(utils.ssa_to_scalar(mask_value)) + acc_S[i] = acc_S[i] if cond else -Float32.inf + if const_expr(mask_seqlen): + acc_S[i] = -Float32.inf if global_col >= self.seqlen_k else acc_S[i] + if check_q_boundary: + acc_S[i] = -Float32.inf if mask_row >= self.seqlen_q else acc_S[i] + + else: # Causal or local + causal_row_offset = 1 + self.seqlen_k - n_block * self.tile_n - self.seqlen_q + row_idx = tScS_t2r[0][0] + m_block * self.tile_m + if const_expr(self.qhead_per_kvhead_packgqa != 1): + row_idx = row_idx // self.qhead_per_kvhead_packgqa + if const_expr(mask_causal): + col_limit_right = row_idx + causal_row_offset + if const_expr(mask_seqlen): + col_limit_right = cutlass.min(col_limit_right, seqlenk_col_limit) + # if cute.arch.thread_idx()[0] % 32 == 0: + # cute.printf("tidx = %d, tidx tmem = %d, row_idx = %d, col_limit_right = %d, causal_row_offset = %d\n", cute.arch.thread_idx()[0], thr_tmem_load.thr_idx, row_idx, col_limit_right, causal_row_offset) + ncol = const_expr(cute.size(tScS_t2r.shape)) + if const_expr(not r2p): + for i in cutlass.range(ncol, unroll_full=True): + acc_S[i] = -Float32.inf if tScS_t2r[i][1] >= col_limit_right else acc_S[i] + else: + mask_r2p(acc_S, col_limit_right, arch=100, rank1=True) + else: + local_row_offset_right = ( + causal_row_offset + self.window_size_right + if const_expr(self.window_size_right is not None) + else None + ) + local_row_offset_left = ( + causal_row_offset - 1 - self.window_size_left + if const_expr(self.window_size_left is not None) + else None + ) + if const_expr(self.window_size_right is not None): + col_limit_right = row_idx + local_row_offset_right + else: + col_limit_right = self.tile_n + if const_expr(mask_seqlen): + col_limit_right = cutlass.min(col_limit_right, seqlenk_col_limit) + col_limit_left = ( + row_idx + local_row_offset_left + if const_expr(self.window_size_left is not None) + else 0 + ) + if const_expr(not r2p): + # if cute.arch.thread_idx()[0] == 0 or cute.arch.thread_idx()[0] == 128: cute.printf("m_block = {}, n_block = {}, row_idx = {}, causal_row_offset = {}, col_limit_right = {}, col_limit_left = {}", m_block, n_block, row_idx, causal_row_offset, col_limit_right, col_limit_left) + for i in cutlass.range(cute.size(tScS_t2r.shape), unroll_full=True): + col_idx = tScS_t2r[i][1] + acc_S[i] = ( + -Float32.inf + if col_idx >= col_limit_right or col_idx < col_limit_left + else acc_S[i] + ) + else: + # XOR-based R2P dual bound masking + mask_r2p_dual_bound(acc_S, col_limit_left, col_limit_right) + + @cute.jit + def apply_mask_sm100_transposed( + self, + acc_S: cute.Tensor, + tScS_t2r: cute.Tensor, + t0ScS_t2r: cute.Tensor, + m_block: cutlass.Int32, + n_block: cutlass.Int32, + mask_seqlen: cutlass.Constexpr, + mask_causal: cutlass.Constexpr, + mask_local: cutlass.Constexpr, + mask_mod: cutlass.Constexpr[Optional[Callable]] = None, + batch_idx: Int32 = None, + head_idx: Int32 = None, + aux_tensors: Optional[list] = None, + fastdiv_mods=(None, None), + is_full_block: bool = False, + check_m_boundary: bool = True, + ) -> None: + """ + Backward pass: mask S = K @ Q.T where n_block tiles seqlen_k and m_block tiles seqlen_q. + + Coordinate conventio: + - ROW corresponds to Q (m_block) + - COL corresponds to KV (n_block) + + is_full_block: If True, skip mask_mod (all elements valid). Only apply seqlen masking. + check_m_boundary: If False, skip seqlen_q boundary check (optimization for non-boundary m_blocks). + When iterating m_blocks in forward order, only the last m_block may be partial. + """ + assert not (mask_causal and mask_local), "mask_causal and mask_local cannot be both True" + ROW = 0 if const_expr(not self.swap_AB) else 1 + COL = 1 if const_expr(not self.swap_AB) else 0 + assert t0ScS_t2r[0][COL] == 0, "col0 == 0" + thr_col_offset = tScS_t2r[0][COL] + seqlenk_col_limit = self.seqlen_k - n_block * self.tile_n - thr_col_offset + + if const_expr(not mask_causal and not mask_local and mask_mod is not None): + # Block sparse case with mask_mod (backward) + # + # Coordinate convention: ROW → Q (m_block), COL → KV (n_block). + # These already account for swap_AB. + # + # FULL blocks: mask_mod returns True for all elements, so skip it. + # Still need seqlen bounds check (elements may be OOB on last m_block). + # PARTIAL blocks: apply mask_mod element-wise, then seqlen bounds. + if is_full_block: + if const_expr(mask_seqlen): + if seqlenk_col_limit <= 0: + # Entire tile is OOB for K + for i in cutlass.range(cute.size(acc_S.shape), unroll_full=True): + acc_S[i] = -cutlass.Float32.inf + elif check_m_boundary: + # Last m_block: check Q and K boundaries + ncol = const_expr(cute.size(tScS_t2r.shape)) + for i in cutlass.range_constexpr(ncol): + row_coord = tScS_t2r[i][ROW] + col_coord = tScS_t2r[i][COL] + global_q = row_coord + m_block * self.tile_m + global_kv = col_coord + n_block * self.tile_n + q_out_of_bounds = global_q >= self.seqlen_q + kv_out_of_bounds = global_kv >= self.seqlen_k + out_of_bounds = q_out_of_bounds or kv_out_of_bounds + acc_S[i] = -cutlass.Float32.inf if out_of_bounds else acc_S[i] + else: + # Partial block + has_fastdiv = const_expr( + fastdiv_mods is not None + and fastdiv_mods[0] is not None + and fastdiv_mods[1] is not None + ) + wrap_aux_indices = const_expr( + has_fastdiv and mask_seqlen and const_expr(aux_tensors is not None) + ) + batch_idx_ssa = utils.scalar_to_ssa(batch_idx, cutlass.Int32) + head_idx_ssa = utils.scalar_to_ssa(head_idx, cutlass.Int32) + + ncol = const_expr(cute.size(tScS_t2r.shape)) + for i in cutlass.range_constexpr(ncol): + row_coord = tScS_t2r[i][ROW] + col_coord = tScS_t2r[i][COL] + global_q = row_coord + m_block * self.tile_m + global_kv = col_coord + n_block * self.tile_n + + q_idx_for_mod = global_q + kv_idx_for_mod = global_kv + if const_expr(wrap_aux_indices): + _, q_idx_for_mod = divmod(global_q, fastdiv_mods[0]) + _, kv_idx_for_mod = divmod(global_kv, fastdiv_mods[1]) + + q_idx_ssa = utils.scalar_to_ssa(q_idx_for_mod, cutlass.Int32) + kv_idx_ssa = utils.scalar_to_ssa(kv_idx_for_mod, cutlass.Int32) + + mask_value = mask_mod( + batch_idx_ssa, + head_idx_ssa, + q_idx_ssa, + kv_idx_ssa, + self.seqlen_info, + aux_tensors, + ) + cond = cutlass.Boolean(utils.ssa_to_scalar(mask_value)) + acc_S[i] = acc_S[i] if cond else -cutlass.Float32.inf + + if const_expr(mask_seqlen): + # check_m_boundary=False skips q check for non-boundary m_blocks + q_out_of_bounds = check_m_boundary and (global_q >= self.seqlen_q) + kv_out_of_bounds = global_kv >= self.seqlen_k + out_of_bounds = q_out_of_bounds or kv_out_of_bounds + acc_S[i] = -cutlass.Float32.inf if out_of_bounds else acc_S[i] + + elif const_expr(not mask_causal and not mask_local): + if const_expr(mask_seqlen): + if seqlenk_col_limit <= 0: + for i in cutlass.range(cute.size(acc_S.shape), unroll_full=True): + acc_S[i] = -cutlass.Float32.inf + else: # Causal or local + thr_row_offset = tScS_t2r[0][ROW] + seqlenq_row_limit = self.seqlen_q - m_block * self.tile_m - thr_row_offset + causal_offset = seqlenq_row_limit - seqlenk_col_limit + if const_expr(mask_causal): + # tidx = cute.arch.thread_idx()[0] % 256 + # if tidx < 32: + # cute.printf("tidx = {}, {} {}, {} {}", tidx, tScS_t2r[0][0], tScS_t2r[0][1], tScS_t2r[1][0], tScS_t2r[1][1]) + row_limit_top = causal_offset + if const_expr(mask_seqlen): + # If col is beyond the column limit, we want to mask out the entire + # column, by setting row limit to be self.tile_m. + if seqlenk_col_limit <= 0: + row_limit_top = self.tile_m + r2p = True + if const_expr(not r2p): + for i in cutlass.range(cute.size(acc_S.shape), unroll_full=True): + acc_S[i] = ( + -cutlass.Float32.inf if t0ScS_t2r[i][ROW] < row_limit_top else acc_S[i] + ) + else: + num_rep = cute.size(tScS_t2r, mode=[0]) # 16 or 32 + mask_r2p_transposed(acc_S, row_limit_top, num_rep) + else: + if const_expr(self.window_size_right is not None): + row_limit_top = causal_offset - self.window_size_right + else: + row_limit_top = 0 + if const_expr(self.window_size_left is not None): + row_limit_bot = causal_offset + self.window_size_left + if const_expr(mask_seqlen): + if seqlenk_col_limit <= 0: + row_limit_top = self.tile_m + for i in cutlass.range(cute.size(acc_S.shape), unroll_full=True): + row_idx = t0ScS_t2r[i][ROW] + local_mask = row_idx < row_limit_top + if const_expr(self.window_size_left is not None): + local_mask |= row_idx > row_limit_bot + acc_S[i] = -cutlass.Float32.inf if local_mask else acc_S[i] diff --git a/kernel/deps/flash_attn/cute/mma_sm100_desc.py b/kernel/deps/flash_attn/cute/mma_sm100_desc.py new file mode 100644 index 0000000000000000000000000000000000000000..16336c34686b1c507aaf14993ff8e15755706768 --- /dev/null +++ b/kernel/deps/flash_attn/cute/mma_sm100_desc.py @@ -0,0 +1,291 @@ +# Copyright (c) 2025, Tri Dao. +# Ported Cutlass code from C++ to Python: +# https://github.com/NVIDIA/cutlass/blob/main/include/cute/arch/mma_sm100_desc.hpp +# https://github.com/NVIDIA/cutlass/blob/main/include/cute/atom/mma_traits_sm100.hpp + +from enum import IntEnum + +import cutlass +import cutlass.cute as cute + +# --------------------------------------------------------------------------- +# Enumerations that match the HW encodings (values MUST stay identical) +# --------------------------------------------------------------------------- + + +class Major(IntEnum): # matrix “layout” in the ISA docs + K = 0 + MN = 1 + + +class ScaleIn(IntEnum): # negate flags + One = 0 + Neg = 1 + + +class Saturate(IntEnum): + False_ = 0 + True_ = 1 + + +class CFormat(IntEnum): # 2-bit field (bits 4-5) + F16 = 0 + F32 = 1 + S32 = 2 + + +class F16F32Format(IntEnum): # 3-bit field (A/B element type) + F16 = 0 + BF16 = 1 + TF32 = 2 + + +class S8Format(IntEnum): + UINT8 = 0 + INT8 = 1 + + +class MXF8F6F4Format(IntEnum): + E4M3 = 0 + E5M2 = 1 + E2M3 = 3 + E3M2 = 4 + E2M1 = 5 + + +class MaxShift(IntEnum): + NoShift = 0 + MaxShift8 = 1 + MaxShift16 = 2 + MaxShift32 = 3 + + +# --------------------------------------------------------------------------- +# CUTLASS-type → encoding helpers +# --------------------------------------------------------------------------- + + +def to_UMMA_format(cutlass_type) -> int: + """ + Map a CUTLASS scalar class to the 3-bit encoding for Matrix A/B. + """ + if cutlass_type is cutlass.Int8: + return S8Format.INT8 + # Unsigned 8-bit (if available in your CUTLASS build) + if cutlass_type is cutlass.Uint8: + return S8Format.UINT8 + # FP-16 / BF-16 + if cutlass_type is cutlass.Float16: + return F16F32Format.F16 + if cutlass_type is cutlass.BFloat16: + return F16F32Format.BF16 + # TensorFloat-32 (8-bit exponent, 10-bit mantissa packed in 19 bits) + if cutlass_type is cutlass.TFloat32: + return F16F32Format.TF32 + # Float-8 / Float-6 / Float-4 – add whenever CUTLASS exposes them + if cutlass_type is cutlass.FloatE4M3FN: + return MXF8F6F4Format.E4M3 + if cutlass_type is cutlass.FloatE5M2: + return MXF8F6F4Format.E5M2 + raise TypeError(f"Unsupported CUTLASS scalar type for A/B: {cutlass_type!r}") + + +def to_C_format(cutlass_type) -> int: + """ + Map a CUTLASS scalar class to the 2-bit accumulator encoding. + """ + if cutlass_type is cutlass.Float16: + return CFormat.F16 + if cutlass_type is cutlass.Float32: + return CFormat.F32 + if cutlass_type is cutlass.Int32: + return CFormat.S32 + raise TypeError(f"Unsupported CUTLASS scalar type for accumulator: {cutlass_type!r}") + + +# --------------------------------------------------------------------------- +# The constructor – accepts only CUTLASS scalar classes +# --------------------------------------------------------------------------- + + +def make_instr_desc( + a_type, # CUTLASS scalar class, e.g. cutlass.Int8 + b_type, + c_type, + M: int, # 64, 128 or 256 + N: int, # 8 … 256 (multiple of 8) + a_major: Major, + b_major: Major, + a_neg: ScaleIn = ScaleIn.One, + b_neg: ScaleIn = ScaleIn.One, + c_sat: Saturate = Saturate.False_, + is_sparse: bool = False, + max_shift: MaxShift = MaxShift.NoShift, +) -> int: + """ + Build the 32-bit instruction descriptor for Blackwell MMA. + All matrix/accumulator **types must be CUTLASS scalar classes** – + passing integers is forbidden. + """ + # --- encode element formats ------------------------------------------------- + a_fmt = int(to_UMMA_format(a_type)) + b_fmt = int(to_UMMA_format(b_type)) + c_fmt = int(to_C_format(c_type)) + + # --- range checks on M/N ----------------------------------------------------- + if M not in (64, 128, 256): + raise ValueError("M must be 64, 128 or 256") + if N < 8 or N > 256 or (N & 7): + raise ValueError("N must be a multiple of 8 in the range 8…256") + + m_dim = M >> 4 # 5-bit field + n_dim = N >> 3 # 6-bit field + + # fmt: off + # --- pack the bit-fields ----------------------------------------------------- + desc = 0 + desc |= (0 & 0x3) << 0 # sparse_id2 (always 0 here) + desc |= (int(is_sparse) & 0x1) << 2 # sparse_flag + desc |= (int(c_sat) & 0x1) << 3 # saturate + desc |= (c_fmt & 0x3) << 4 # c_format + desc |= (a_fmt & 0x7) << 7 # a_format + desc |= (b_fmt & 0x7) << 10 # b_format + desc |= (int(a_neg) & 0x1) << 13 # a_negate + desc |= (int(b_neg) & 0x1) << 14 # b_negate + desc |= (int(a_major) & 0x1) << 15 # a_major + desc |= (int(b_major) & 0x1) << 16 # b_major + desc |= (n_dim & 0x3F) << 17 # n_dim (6 bits) + desc |= (m_dim & 0x1F) << 24 # m_dim (5 bits) + desc |= (int(max_shift) & 0x3) << 30 # max_shift (2 bits) + # fmt: on + + return desc & 0xFFFF_FFFF # ensure 32-bit result + + +def mma_op_to_idesc(op: cute.nvgpu.tcgen05.mma.MmaOp): + return make_instr_desc( + op.a_dtype, + op.b_dtype, + op.acc_dtype, + op.shape_mnk[0], + op.shape_mnk[1], + Major.K if op.a_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K else Major.MN, + Major.K if op.b_major_mode == cute.nvgpu.tcgen05.mma.OperandMajorMode.K else Major.MN, + ) + + +class LayoutType(IntEnum): # occupies the top-3 bits [61:64) + SWIZZLE_NONE = 0 # (a.k.a. “INTERLEAVE” in older docs) + SWIZZLE_128B_BASE32B = 1 + SWIZZLE_128B = 2 + SWIZZLE_64B = 4 + SWIZZLE_32B = 6 + # values 3,5,7 are reserved / illegal for UMMA + + +# --------------------------------------------------------------------------- +# Helpers – figure out the SWIZZLE_* family from the tensor layout +# --------------------------------------------------------------------------- + + +def _layout_type(swizzle: cute.Swizzle) -> LayoutType: + # No idea what the right way to get B, M, S is – so we're just parsing it from the __str__ + # Swizzle string has the form "S" + swz_str = str(swizzle) + inside = swz_str[swz_str.index("<") + 1 : swz_str.index(">")] # '3,4,3' + B, M, S = [int(x) for x in inside.split(",")] # [3, 4, 3] + + if M == 4: # Swizzle<*,4,3> + if S != 3: + raise ValueError("Unexpected swizzle shift – want S==3 for M==4") + return { + 0: LayoutType.SWIZZLE_NONE, + 1: LayoutType.SWIZZLE_32B, + 2: LayoutType.SWIZZLE_64B, + 3: LayoutType.SWIZZLE_128B, + }[B] # KeyError ⇒ invalid B→ raise + if M == 5: # Swizzle<2,5,2> (the only legal triple for M==5) + if (B, S) != (2, 2): + raise ValueError("Only Swizzle<2,5,2> supported for 128B_BASE32B") + return LayoutType.SWIZZLE_128B_BASE32B + + # Any other (M,B,S) triple is not a UMMA-legal shared-memory layout + raise ValueError("Unsupported swizzle triple for UMMA smem descriptor") + + +def make_smem_desc_base(layout: cute.Layout, swizzle: cute.Swizzle, major: Major) -> int: + """ + Convert a 2-D *shared-memory* Cute layout into the Blackwell 64-bit + smem-descriptor, without the smem start address. + layout must correspond to layout of an uint128 tensor. + """ + # ------------------------------------------------------------------ meta + layout_type = _layout_type(swizzle) # resolve SWIZZLE_* family + + VERSION = 1 # bits 46–47 + LBO_MODE = 0 # bit 52 + BASE_OFFSET = 0 # bits 49–51 (CUTLASS always 0) + + # ---------------------------------------------------------- strides (units: uint128_t = 16 B) + swizzle_atom_mn_size = { + LayoutType.SWIZZLE_NONE: 1, + LayoutType.SWIZZLE_32B: 2, + LayoutType.SWIZZLE_64B: 4, + LayoutType.SWIZZLE_128B: 8, + LayoutType.SWIZZLE_128B_BASE32B: 8, + }[layout_type] + + if major is Major.MN: + swizzle_atom_k_size = 4 if layout_type is LayoutType.SWIZZLE_128B_BASE32B else 8 + canonical_layout = cute.logical_divide(layout, (swizzle_atom_mn_size, swizzle_atom_k_size)) + if not cute.is_congruent(canonical_layout, ((1, 1), (1, 1))): + raise ValueError("Not a canonical UMMA_MN Layout: Expected profile failure.") + stride_00 = canonical_layout.stride[0][0] + if layout_type is not LayoutType.SWIZZLE_NONE and stride_00 != 1: + raise ValueError("Not a canonical UMMA_MN Layout: Expected stride failure.") + stride_10 = canonical_layout.stride[1][0] + if stride_10 != swizzle_atom_mn_size: + raise ValueError("Not a canonical UMMA_MN Layout: Expected stride failure.") + stride_01, stride_11 = canonical_layout.stride[0][1], canonical_layout.stride[1][1] + if layout_type is LayoutType.SWIZZLE_NONE: + stride_byte_offset, leading_byte_offset = stride_01, stride_11 + else: + stride_byte_offset, leading_byte_offset = stride_11, stride_01 + else: + if layout_type == LayoutType.SWIZZLE_128B_BASE32B: + raise ValueError("SWIZZLE_128B_BASE32B is invalid for Major-K") + if not cute.size(layout.shape[0]) % 8 == 0: + raise ValueError("Not a canonical UMMA_K Layout: Expected MN-size multiple of 8.") + canonical_layout = cute.logical_divide(layout, (8, 2)) + if not cute.is_congruent(canonical_layout, ((1, 1), (1, 1))): + raise ValueError("Not a canonical UMMA_K Layout: Expected profile failure.") + stride_00 = canonical_layout.stride[0][0] + if stride_00 != swizzle_atom_mn_size: + raise ValueError("Not a canonical UMMA_K Layout: Expected stride failure.") + stride_10 = canonical_layout.stride[1][0] + if layout_type is not LayoutType.SWIZZLE_NONE and stride_10 != 1: + raise ValueError("Not a canonical UMMA_K Layout: Expected stride failure.") + stride_01 = canonical_layout.stride[0][1] + stride_byte_offset, leading_byte_offset = stride_01, stride_10 + + # ------------------------------------------------------------------ pack + desc = 0 + # leading_byte_offset_ [16:30) + desc |= (leading_byte_offset & 0x3FFF) << 16 + # stride_byte_offset_ [32:46) + desc |= (stride_byte_offset & 0x3FFF) << 32 + # version_ [46:48) + desc |= (VERSION & 0x3) << 46 + # base_offset_ [49:52) + desc |= (BASE_OFFSET & 0x7) << 49 + # lbo_mode_ [52:53) + desc |= (LBO_MODE & 0x1) << 52 + # layout_type_ [61:64) + desc |= (int(layout_type) & 0x7) << 61 + + return desc & 0xFFFF_FFFF_FFFF_FFFF # force 64-bit width + + +def make_smem_desc_start_addr(start_addr: cute.Pointer) -> cutlass.Int32: + # 14 bits, remove 4 LSB (bits 0-13 in desc) + return (start_addr.toint() & 0x3FFFF) >> 4 diff --git a/kernel/deps/flash_attn/cute/named_barrier.py b/kernel/deps/flash_attn/cute/named_barrier.py new file mode 100644 index 0000000000000000000000000000000000000000..777c44079a0456f68462bcbf40e4506f5c9787da --- /dev/null +++ b/kernel/deps/flash_attn/cute/named_barrier.py @@ -0,0 +1,31 @@ +# Copyright (c) 2025, Jay Shah, Ganesh Bikshandi, Ying Zhang, Vijay Thakkar, Pradeep Ramani, Tri Dao. + +import enum + + +class NamedBarrierFwd(enum.IntEnum): + Epilogue = enum.auto() # starts from 1 as barrier 0 is reserved for sync_threads() + WarpSchedulerWG1 = enum.auto() + WarpSchedulerWG2 = enum.auto() + WarpSchedulerWG3 = enum.auto() + PFull = enum.auto() + PEmpty = enum.auto() + + +class NamedBarrierBwd(enum.IntEnum): + Epilogue = enum.auto() + WarpSchedulerWG1 = enum.auto() + WarpSchedulerWG2 = enum.auto() + WarpSchedulerWG3 = enum.auto() + PdS = enum.auto() + dQFullWG0 = enum.auto() + dQFullWG1 = enum.auto() + dQEmptyWG0 = enum.auto() + dQEmptyWG1 = enum.auto() + + +class NamedBarrierBwdSm100(enum.IntEnum): + EpilogueWG1 = enum.auto() + EpilogueWG2 = enum.auto() + Compute = enum.auto() + dQaccReduce = enum.auto() diff --git a/kernel/deps/flash_attn/cute/pack_gqa.py b/kernel/deps/flash_attn/cute/pack_gqa.py new file mode 100644 index 0000000000000000000000000000000000000000..765e71307adbcdf296fed5f6cf1e5e95b4276552 --- /dev/null +++ b/kernel/deps/flash_attn/cute/pack_gqa.py @@ -0,0 +1,164 @@ +# Copyright (c) 2025, Tri Dao. + + +import cutlass +import cutlass.cute as cute + +import flash_attn.cute.utils as utils + + +class PackGQA: + def __init__( + self, + m_block_size: cutlass.Constexpr[int], + head_dim_padded: cutlass.Constexpr[int], + check_hdim_oob: cutlass.Constexpr[bool], + qhead_per_kvhead: cutlass.Constexpr[bool], + ): + self.m_block_size = m_block_size + self.head_dim_padded = head_dim_padded + self.check_hdim_oob = check_hdim_oob + self.qhead_per_kvhead = qhead_per_kvhead + + @cute.jit + def compute_ptr( + self, + tensor: cute.Tensor, + cRows: cute.Tensor, + tidx: cutlass.Int32, + block: cutlass.Int32, + threads_per_row: cutlass.Constexpr[int], + num_threads: cutlass.Constexpr[int], + ): + num_ptr_per_thread = cute.ceil_div(cute.size(cRows), threads_per_row) + tPrPtr = cute.make_fragment(num_ptr_per_thread, cutlass.Int64) + for i in cutlass.range_constexpr(num_ptr_per_thread): + row = i * num_threads + cRows[tidx % threads_per_row][0] + idx = block * self.m_block_size + row + m_idx = idx // self.qhead_per_kvhead + h_idx = idx - m_idx * self.qhead_per_kvhead + tPrPtr[i] = utils.elem_pointer(tensor, ((h_idx, m_idx),)).toint() + return tPrPtr + + @cute.jit + def load_Q( + self, + mQ: cute.Tensor, # ((qhead_per_kvhead, seqlen_q), headdim) + sQ: cute.Tensor, # (m_block_size, head_dim_padded) + gmem_tiled_copy: cute.TiledCopy, + tidx: cutlass.Int32, + block: cutlass.Int32, + seqlen: cutlass.Int32, + ): + gmem_thr_copy = gmem_tiled_copy.get_slice(tidx) + cQ = cute.make_identity_tensor((self.m_block_size, self.head_dim_padded)) + tQsQ = gmem_thr_copy.partition_D(sQ) + tQcQ = gmem_thr_copy.partition_S(cQ) + t0QcQ = gmem_thr_copy.get_slice(0).partition_S(cQ) + tQpQ = utils.predicate_k(tQcQ, limit=mQ.shape[1]) + tQcQ_row = tQcQ[0, None, 0] + threads_per_row = gmem_tiled_copy.layout_tv_tiled.shape[0][0] + assert cute.arch.WARP_SIZE % threads_per_row == 0, "threads_per_row must divide WARP_SIZE" + num_threads = gmem_tiled_copy.size + tPrQPtr = self.compute_ptr(mQ[None, 0], tQcQ_row, tidx, block, threads_per_row, num_threads) + for m in cutlass.range_constexpr(cute.size(tQsQ.shape[1])): + q_ptr_i64 = utils.shuffle_sync( + tPrQPtr[m // threads_per_row], m % threads_per_row, width=threads_per_row + ) + q_gmem_ptr = cute.make_ptr( + mQ.element_type, q_ptr_i64, cute.AddressSpace.gmem, assumed_align=16 + ) + if ( + t0QcQ[0, m, 0][0] + < seqlen * self.qhead_per_kvhead - block * self.m_block_size - tQcQ_row[0][0] + ): + mQ_cur = cute.make_tensor(q_gmem_ptr, (self.head_dim_padded,)) + elems_per_load = cute.size(tQsQ.shape[0][0]) + mQ_cur_copy = cute.tiled_divide(mQ_cur, (elems_per_load,)) + for k in cutlass.range_constexpr(cute.size(tQsQ.shape[2])): + ki = tQcQ[0, 0, k][1] // elems_per_load + cute.copy( + gmem_thr_copy, + mQ_cur_copy[None, ki], + tQsQ[None, m, k], + pred=tQpQ[None, m, k] if cutlass.const_expr(self.check_hdim_oob) else None, + ) + # We don't need to clear the sQ smem tiles since we'll only write out the valid outputs + + @cute.jit + def store_LSE( + self, + mLSE: cute.Tensor, # (qhead_per_kvhead, seqlen_q) + tLSErLSE: cute.Tensor, # (m_block_size, head_dim_padded) + tiled_mma: cute.TiledMma, + tidx: cutlass.Int32, + block: cutlass.Int32, + seqlen: cutlass.Int32, + ): + thr_mma = tiled_mma.get_slice(tidx) + caccO = cute.make_identity_tensor((self.m_block_size, self.head_dim_padded)) + taccOcO = thr_mma.partition_C(caccO) + taccOcO_row = utils.make_acc_tensor_mn_view(taccOcO)[None, 0] + assert cute.size(tLSErLSE) == cute.size(taccOcO_row) + threads_per_row = tiled_mma.tv_layout_C.shape[0][0] + assert cute.arch.WARP_SIZE % threads_per_row == 0, "threads_per_row must divide WARP_SIZE" + assert cute.size(tLSErLSE) <= threads_per_row + num_threads = tiled_mma.size + tPrLSEPtr = self.compute_ptr(mLSE, taccOcO_row, tidx, block, threads_per_row, num_threads) + for m in cutlass.range_constexpr(cute.size(tLSErLSE)): + lse_ptr_i64 = utils.shuffle_sync( + tPrLSEPtr[m // threads_per_row], + m % threads_per_row, + width=threads_per_row, + ) + lse_gmem_ptr = cute.make_ptr( + mLSE.element_type, lse_ptr_i64, cute.AddressSpace.gmem, assumed_align=4 + ) + row = block * self.m_block_size + taccOcO_row[m][0] + # Only the thread corresponding to column 0 writes out the lse to gmem + if taccOcO[0][1] == 0 and row < seqlen * self.qhead_per_kvhead: + mLSE_copy = cute.make_tensor(lse_gmem_ptr, (1,)) + mLSE_copy[0] = tLSErLSE[m] + + @cute.jit + def store_O( + self, + mO: cute.Tensor, # ((qhead_per_kvhead, seqlen_q), headdim) + tOrO: cute.Tensor, # (m_block_size, head_dim_padded) split across threads according to gmem_tiled_copy + gmem_tiled_copy: cute.TiledCopy, + tidx: cutlass.Int32, + block: cutlass.Int32, + seqlen: cutlass.Int32, + ): + gmem_thr_copy = gmem_tiled_copy.get_slice(tidx) + cO = cute.make_identity_tensor((self.m_block_size, self.head_dim_padded)) + tOcO = gmem_thr_copy.partition_S(cO) + t0OcO = gmem_thr_copy.get_slice(0).partition_S(cO) + tOpO = utils.predicate_k(tOcO, limit=mO.shape[1]) + tOcO_row = tOcO[0, None, 0] + threads_per_row = gmem_tiled_copy.layout_tv_tiled.shape[0][0] + assert cute.arch.WARP_SIZE % threads_per_row == 0, "threads_per_row must divide WARP_SIZE" + num_threads = gmem_tiled_copy.size + tPrOPtr = self.compute_ptr(mO[None, 0], tOcO_row, tidx, block, threads_per_row, num_threads) + for m in cutlass.range_constexpr(cute.size(tOrO.shape[1])): + o_ptr_i64 = utils.shuffle_sync( + tPrOPtr[m // threads_per_row], m % threads_per_row, width=threads_per_row + ) + o_gmem_ptr = cute.make_ptr( + mO.element_type, o_ptr_i64, cute.AddressSpace.gmem, assumed_align=16 + ) + if ( + t0OcO[0, m, 0][0] + < seqlen * self.qhead_per_kvhead - block * self.m_block_size - tOcO_row[0][0] + ): + mO_cur = cute.make_tensor(o_gmem_ptr, (self.head_dim_padded,)) + elems_per_load = cute.size(tOrO.shape[0][0]) + mO_cur_copy = cute.tiled_divide(mO_cur, (elems_per_load,)) + for k in cutlass.range_constexpr(cute.size(tOrO.shape[2])): + ki = tOcO[0, 0, k][1] // elems_per_load + cute.copy( + gmem_thr_copy, + tOrO[None, m, k], + mO_cur_copy[None, ki], + pred=tOpO[None, m, k] if cutlass.const_expr(self.check_hdim_oob) else None, + ) diff --git a/kernel/deps/flash_attn/cute/paged_kv.py b/kernel/deps/flash_attn/cute/paged_kv.py new file mode 100644 index 0000000000000000000000000000000000000000..e2d2d84433d7fda0e999ca8811904431b352d8f1 --- /dev/null +++ b/kernel/deps/flash_attn/cute/paged_kv.py @@ -0,0 +1,214 @@ +from typing import Type +from dataclasses import dataclass + +import cutlass +import cutlass.cute as cute +from cutlass.cute.nvgpu import cpasync +from cutlass import Int32, const_expr + +from flash_attn.cute import utils +from flash_attn.cute.cute_dsl_utils import ParamsBase +from cutlass.cute import FastDivmodDivisor + +import math + + +@dataclass +class PagedKVManager(ParamsBase): + mPageTable: cute.Tensor + mK_paged: cute.Tensor + mV_paged: cute.Tensor + thread_idx: Int32 + + page_size_divmod: FastDivmodDivisor + seqlen_k: Int32 + leftpad_k: Int32 + n_block_size: Int32 + num_threads: cutlass.Constexpr[Int32] + head_dim_padded: cutlass.Constexpr[Int32] + head_dim_v_padded: cutlass.Constexpr[Int32] + + gmem_threads_per_row: cutlass.Constexpr[Int32] + page_entry_per_thread: Int32 + async_copy_elems: Int32 + + gmem_tiled_copy_KV: cute.TiledCopy + gmem_thr_copy_KV: cute.TiledCopy + tPrPage: cute.Tensor + tPrPageOffset: cute.Tensor + tKpK: cute.Tensor + tVpV: cute.Tensor + + @staticmethod + def create( + mPageTable: cute.Tensor, + mK_paged: cute.Tensor, + mV_paged: cute.Tensor, + page_size_divmod: FastDivmodDivisor, + bidb: Int32, + bidh: Int32, + thread_idx: Int32, + seqlen_k: Int32, + leftpad_k: Int32, + n_block_size: cutlass.Constexpr[Int32], + head_dim_padded: cutlass.Constexpr[Int32], + head_dim_v_padded: cutlass.Constexpr[Int32], + num_threads: cutlass.Constexpr[Int32], + dtype: Type[cutlass.Numeric], + ): + universal_copy_bits = 128 + async_copy_elems = universal_copy_bits // dtype.width + dtype_bytes = dtype.width // 8 + gmem_k_block_size = math.gcd( + head_dim_padded, + head_dim_v_padded, + 128 // dtype_bytes, + ) + assert gmem_k_block_size % async_copy_elems == 0 + gmem_threads_per_row = gmem_k_block_size // async_copy_elems + assert cute.arch.WARP_SIZE % gmem_threads_per_row == 0 + atom_async_copy = cute.make_copy_atom( + cpasync.CopyG2SOp(cache_mode=cpasync.LoadCacheMode.GLOBAL), + dtype, + num_bits_per_copy=universal_copy_bits, + ) + thr_layout = cute.make_ordered_layout( + (num_threads // gmem_threads_per_row, gmem_threads_per_row), + order=(1, 0), + ) + val_layout = cute.make_layout((1, async_copy_elems)) + gmem_tiled_copy_KV = cute.make_tiled_copy_tv(atom_async_copy, thr_layout, val_layout) + gmem_thr_copy_KV = gmem_tiled_copy_KV.get_slice(thread_idx) + page_entry_per_thread = n_block_size // num_threads + + tPrPage = cute.make_rmem_tensor((page_entry_per_thread,), Int32) + tPrPageOffset = cute.make_rmem_tensor((page_entry_per_thread,), Int32) + + mPageTable = mPageTable[bidb, None] + mK_paged = mK_paged[None, None, bidh, None] + mV_paged = mV_paged[None, None, bidh, None] + + cK = cute.make_identity_tensor((n_block_size, head_dim_padded)) + tKcK = gmem_thr_copy_KV.partition_S(cK) + tKpK = utils.predicate_k(tKcK, limit=mK_paged.shape[1]) + + if const_expr(head_dim_padded == head_dim_v_padded): + tVpV = tKpK + else: + cV = cute.make_identity_tensor((n_block_size, head_dim_v_padded)) + tVcV = gmem_thr_copy_KV.partition_S(cV) + tVpV = utils.predicate_k(tVcV, limit=mV_paged.shape[0]) + + return PagedKVManager( + mPageTable, + mK_paged, + mV_paged, + thread_idx, + page_size_divmod, + seqlen_k, + leftpad_k, + n_block_size, + num_threads, + head_dim_padded, + head_dim_v_padded, + gmem_threads_per_row, + page_entry_per_thread, + async_copy_elems, + gmem_tiled_copy_KV, + gmem_thr_copy_KV, + tPrPage, + tPrPageOffset, + tKpK, + tVpV, + ) + + @cute.jit + def load_page_table(self, n_block: Int32): + for i in cutlass.range(self.page_entry_per_thread, unroll=1): + row = ( + i * self.num_threads + + (self.thread_idx % self.gmem_threads_per_row) + * (self.num_threads // self.gmem_threads_per_row) + + (self.thread_idx // self.gmem_threads_per_row) + ) + row_idx = n_block * self.n_block_size + row + + page_idx, page_offset = divmod(row_idx + self.leftpad_k, self.page_size_divmod) + + is_valid = ( + (i + 1) * self.num_threads <= self.n_block_size or row < self.n_block_size + ) and row_idx < self.seqlen_k + page = self.mPageTable[page_idx] if is_valid else 0 + + self.tPrPage[i] = page + self.tPrPageOffset[i] = page_offset + + @cute.jit + def compute_X_ptr(self, K_or_V: str): + tPrXPtr = cute.make_rmem_tensor((self.page_entry_per_thread,), cutlass.Int64) + for i in cutlass.range(self.page_entry_per_thread, unroll=1): + page = self.tPrPage[i] + page_offset = self.tPrPageOffset[i] + if const_expr(K_or_V == "K"): + tPrXPtr[i] = utils.elem_pointer(self.mK_paged, (page_offset, 0, page)).toint() + else: + tPrXPtr[i] = utils.elem_pointer(self.mV_paged, (0, page_offset, page)).toint() + return tPrXPtr + + @cute.jit + def load_KV(self, n_block: Int32, sX: cute.Tensor, K_or_V: str): + assert K_or_V in ("K", "V") + + tPrXPtr = self.compute_X_ptr(K_or_V) + + # Finesse sX layout to be (M, N). + sX_pi = cute.make_tensor( + sX.iterator, + cute.make_layout( + (sX.shape[0][0], (sX.shape[0][1], sX.shape[2])), + stride=(sX.stride[0][0], (sX.stride[0][1], sX.stride[2])), + ), + ) + + if const_expr(K_or_V == "V"): + # Need to transpose V + sX_pi = cute.make_tensor(sX_pi.iterator, cute.select(sX_pi.layout, mode=[1, 0])) + + head_dim = self.head_dim_v_padded if const_expr(K_or_V == "V") else self.head_dim_padded + cX = cute.make_identity_tensor((self.n_block_size, head_dim)) + tXsX = self.gmem_thr_copy_KV.partition_D(sX_pi) + tXcX = self.gmem_thr_copy_KV.partition_S(cX) + tXc0X = self.gmem_thr_copy_KV.get_slice(0).partition_S(cX) + + seqlenk_row_limit = ( + self.seqlen_k - n_block * self.n_block_size - tXcX[0][0] if n_block >= 0 else 0 + ) + for m in cutlass.range_constexpr(cute.size(tXsX, mode=[1])): + row_valid = tXc0X[0, m, 0][0] < seqlenk_row_limit + should_load = cute.make_fragment_like(tXsX[(0, None), m, 0], cute.Boolean) + should_load.fill(row_valid) + + x_ptr_i64 = utils.shuffle_sync( + tPrXPtr[m // self.gmem_threads_per_row], + m % self.gmem_threads_per_row, + width=self.gmem_threads_per_row, + ) + x_gmem_ptr = cute.make_ptr( + self.mK_paged.element_type, x_ptr_i64, cute.AddressSpace.gmem, assumed_align=16 + ) + mX_paged_cur = cute.make_tensor(x_gmem_ptr, cute.make_layout((head_dim,))) + mX_paged_cur_copy = cute.tiled_divide(mX_paged_cur, (self.async_copy_elems,)) + + for k in cutlass.range_constexpr(cute.size(tXsX, mode=[2])): + ki = tXcX[0, 0, k][1] // self.async_copy_elems + mX_paged_cur_copy_ki = mX_paged_cur_copy[None, ki] + tXsX_k = tXsX[None, m, k] + mX_paged_cur_copy_ki = cute.make_tensor( + mX_paged_cur_copy_ki.iterator, tXsX_k.layout + ) + cute.copy( + self.gmem_tiled_copy_KV, + mX_paged_cur_copy_ki, + tXsX_k, + pred=should_load, + ) diff --git a/kernel/deps/flash_attn/cute/pipeline.py b/kernel/deps/flash_attn/cute/pipeline.py new file mode 100644 index 0000000000000000000000000000000000000000..54981bca1274c3903a0fa35a5b851a7f1e7be5ae --- /dev/null +++ b/kernel/deps/flash_attn/cute/pipeline.py @@ -0,0 +1,272 @@ +# Copyright (c) 2025, Tri Dao. + +# import math +from typing import Optional +from dataclasses import dataclass + +import cutlass +import cutlass.cute as cute +from cutlass import Boolean, Int32, const_expr +from cutlass.cutlass_dsl import if_generate +from cutlass.pipeline import PipelineAsync, PipelineState, Agent, CooperativeGroup +from cutlass.pipeline import PipelineUserType, PipelineOp +from cutlass.pipeline import PipelineTmaAsync as PipelineTmaAsyncOg +from cutlass.pipeline import PipelineTmaUmma as PipelineTmaUmmaOg + + +# We deviate from cute-dsl implementation to use cute.arch.cluster_arrive_relaxed +def pipeline_init_wait(cta_layout_vmnk: Optional[cute.Layout] = None): + """ + Fences the mbarrier init and syncs the threadblock or cluster + """ + cute.arch.mbarrier_init_fence() + + if cta_layout_vmnk is None or cute.size(cta_layout_vmnk) == 1: + # If not using clusters, sync the threadblock + _sync(Agent.ThreadBlock) + else: + # If using clusters, sync the cluster + _sync(Agent.ThreadBlockCluster) + + +def _sync(group: Agent): + """ + Syncs all threads within an agent. + """ + if group is Agent.Thread: + raise NotImplementedError("Error: Not supported.") + elif group is Agent.ThreadBlock: + cute.arch.sync_threads() + elif group is Agent.ThreadBlockCluster: + cute.arch.cluster_arrive_relaxed() + cute.arch.cluster_wait() + else: + assert False, ( + "Error: No explicit sync instruction exists. Please use barriers (named / mbarrier) instead." + ) + + +class PipelineStateSimple: + """ + Pipeline state contains an index and phase bit corresponding to the current position in the circular buffer. + Use a single Int32 to store both the index and phase bit, then we use divmod to get the + index and phase. If stages is a power of 2, divmod turns into bit twiddling. + """ + + def __init__(self, stages: int, phase_index: Int32): + # assert stages < 2**16 + # self._log_stages = int(math.log2(stages)) + # assert 1 << self._log_stages == stages, "Number of stages must be a power of 2." + self._stages = stages + self._phase_index = phase_index + + def clone(self) -> "PipelineStateSimple": + return PipelineStateSimple(self.stages, self._phase_index) + + @property + def stages(self) -> int: + # return 1 << self._log_stages + return self._stages + + @property + def index(self) -> Int32: + # return self._phase_index & 0xFFFF + # return self._phase_index & ((1 << self._log_stages) - 1) + if const_expr(self._stages == 1): + return Int32(0) + else: + return self._phase_index % self._stages + + @property + def phase(self) -> Int32: + # return self._phase_index >> 16 + # PTX docs say that the phase parity needs to be 0 or 1, so by right we need to + # take modulo 2. But in practice just passing the phase in without modulo works fine. + # return (self._phase_index >> self._log_stages) % 2 + # return self._phase_index >> self._log_stages + if const_expr(self._stages == 1): + return self._phase_index + else: + return self._phase_index // self._stages + + def advance(self): + if const_expr(self._stages == 1): + self._phase_index ^= 1 + else: + self._phase_index += 1 + + # def then_body(phase_index): + # # XOR the phase bit and set the index to 0 + # return (phase_index & 0xFFFF0000) ^ (1 << 16) + + # def else_body(phase_index): + # return phase_index + + # self._phase_index = if_generate( + # (self._phase_index & 0xFFFF) == self.stages, + # then_body, + # else_body, + # [self._phase_index], + # [Int32], + # ) + + def __extract_mlir_values__(self): + phase_index = self._phase_index + return [phase_index.ir_value()] + + def __new_from_mlir_values__(self, values): + return PipelineStateSimple(self.stages, Int32(values[0])) + + +def make_pipeline_state(type: PipelineUserType, stages: int): + """ + Creates a pipeline state. Producers are assumed to start with an empty buffer and have a flipped phase bit of 1. + """ + if type is PipelineUserType.Producer: + # return PipelineStateSimple(stages, Int32(1 << 16)) + return PipelineStateSimple(stages, Int32(stages)) + elif type is PipelineUserType.Consumer: + return PipelineStateSimple(stages, Int32(0)) + else: + assert False, "Error: invalid PipelineUserType specified for make_pipeline_state." + + +@dataclass(frozen=True) +class PipelineTmaAsync(PipelineTmaAsyncOg): + """ + Override producer_acquire to take in extra_tx_count parameter. + """ + + @staticmethod + def create(*args, **kwargs): + obj = PipelineTmaAsyncOg.create(*args, **kwargs) + # Can't assign to __class__ directly since the dataclass is frozen + # obj.__class__ = PipelineTmaAsync + object.__setattr__(obj, "__class__", PipelineTmaAsync) + return obj + + def producer_acquire( + self, + state: PipelineState, + try_acquire_token: Optional[Boolean] = None, + extra_tx_count: int = 0, + ): + """ + TMA producer commit conditionally waits on buffer empty and sets the transaction barrier for leader threadblocks. + """ + if_generate( + try_acquire_token is None or try_acquire_token == 0, + lambda: self.sync_object_empty.wait(state.index, state.phase), + ) + if const_expr(extra_tx_count == 0): + self.sync_object_full.arrive(state.index, self.producer_mask) + else: + tx_count = self.sync_object_full.tx_count + extra_tx_count + self.sync_object_full.arrive_and_expect_tx(state.index, tx_count) + + +@dataclass(frozen=True) +class PipelineTmaUmma(PipelineTmaUmmaOg): + @staticmethod + def create( + *, + num_stages: int, + producer_group: CooperativeGroup, + consumer_group: CooperativeGroup, + tx_count: int, + barrier_storage: cute.Pointer = None, + cta_layout_vmnk: Optional[cute.Layout] = None, + mcast_mode_mn: tuple[int, int] = (1, 1), + init_wait: cutlass.Constexpr[bool] = True, + ): + """ + This helper function computes any necessary attributes and returns an instance of PipelineTmaUmma. + :param barrier_storage: Pointer to the smem address for this pipeline's mbarriers + :type barrier_storage: cute.Pointer + :param num_stages: Number of buffer stages for this pipeline + :type num_stages: Int32 + :param producer_group: `CooperativeGroup` for the producer agent + :type producer_group: CooperativeGroup + :param consumer_group: `CooperativeGroup` for the consumer agent + :type consumer_group: CooperativeGroup + :param tx_count: Number of bytes expected to be written to the transaction barrier for one stage + :type tx_count: int + :param cta_layout_vmnk: Layout of the cluster shape + :type cta_layout_vmnk: cute.Layout | None + :param mcast_mode_mn: Tuple of two integers, specifying whether mcast is enabled for the m and n modes. At least one of the two integers must be 1. + :type mcast_mode_mn: tuple[int, int] + """ + if not isinstance(barrier_storage, cute.Pointer): + raise ValueError( + f"Expected barrier_storage to be a cute.Pointer, but got {type(barrier_storage)}" + ) + + producer_type = PipelineOp.TmaLoad + consumer_type = PipelineOp.TCGen05Mma + + producer = (producer_type, producer_group) + consumer = (consumer_type, consumer_group) + + sync_object_full = PipelineAsync._make_sync_object( + barrier_storage.align(min_align=8), num_stages, producer, tx_count + ) + sync_object_empty = PipelineAsync._make_sync_object( + barrier_storage.align(min_align=8) + num_stages, num_stages, consumer + ) + + if cta_layout_vmnk is None or cute.size(cta_layout_vmnk) == 1: + # No mcast mask if not using clusters + producer_mask = None + # All threadblocks are leaders if not using clusters + is_leader_cta = True + else: + producer_mask = PipelineTmaUmma._compute_mcast_arrival_mask( + cta_layout_vmnk, mcast_mode_mn + ) + is_leader_cta = PipelineTmaUmma._compute_is_leader_cta(cta_layout_vmnk) + + cta_group = ( + cute.nvgpu.tcgen05.CtaGroup.ONE + if cta_layout_vmnk is None or cute.size(cta_layout_vmnk, mode=[0]) == 1 + else cute.nvgpu.tcgen05.CtaGroup.TWO + ) + + consumer_mask = producer_mask + + if const_expr(init_wait): + pipeline_init_wait(cta_layout_vmnk) + + return PipelineTmaUmma( + sync_object_full, + sync_object_empty, + num_stages, + producer_mask, + consumer_mask, + is_leader_cta, + cta_group, + ) + + def producer_acquire( + self, + state: PipelineState, + try_acquire_token: Optional[Boolean] = None, + extra_tx_count: int = 0, + ): + """ + TMA producer commit conditionally waits on buffer empty and sets the transaction barrier for leader threadblocks. + """ + if_generate( + try_acquire_token is None or try_acquire_token == 0, + lambda: self.sync_object_empty.wait(state.index, state.phase), + ) + if const_expr(extra_tx_count == 0): + if_generate( + self.is_leader_cta, + lambda: self.sync_object_full.arrive(state.index, self.producer_mask), + ) + else: + tx_count = self.sync_object_full.tx_count + extra_tx_count + if_generate( + self.is_leader_cta, + lambda: self.sync_object_full.arrive_and_expect_tx(state.index, tx_count), + ) diff --git a/kernel/deps/flash_attn/cute/seqlen_info.py b/kernel/deps/flash_attn/cute/seqlen_info.py new file mode 100644 index 0000000000000000000000000000000000000000..6d8c6feb279b53f0c93915abe44990f25719a4cb --- /dev/null +++ b/kernel/deps/flash_attn/cute/seqlen_info.py @@ -0,0 +1,138 @@ +from typing import Optional +from dataclasses import dataclass + +import cutlass +import cutlass.cute as cute +from cutlass import Int32, const_expr + +""" +This consolidates all the info related to sequence length. This is so that we can do all +the gmem reads once at the beginning of each tile, rather than having to repeat these reads +to compute various things like n_block_min, n_block_max, etc. +""" + + +@dataclass(frozen=True) +class SeqlenInfo: + offset: cutlass.Int32 + seqlen: cutlass.Int32 + + @staticmethod + def create( + batch_idx: cutlass.Int32, + seqlen_static: cutlass.Int32, + cu_seqlens: Optional[cute.Tensor] = None, + seqused: Optional[cute.Tensor] = None, + ): + offset = 0 if const_expr(cu_seqlens is None) else cu_seqlens[batch_idx] + if const_expr(seqused is not None): + seqlen = seqused[batch_idx] + elif const_expr(cu_seqlens is not None): + seqlen = cu_seqlens[batch_idx + 1] - cu_seqlens[batch_idx] + else: + seqlen = seqlen_static + return SeqlenInfo(offset, seqlen) + + +@dataclass(frozen=True) +class SeqlenInfoQK: + offset_q: cutlass.Int32 + offset_k: cutlass.Int32 + padded_offset_q: cutlass.Int32 + padded_offset_k: cutlass.Int32 + seqlen_q: cutlass.Int32 + seqlen_k: cutlass.Int32 + has_cu_seqlens_q: cutlass.Constexpr[bool] + has_cu_seqlens_k: cutlass.Constexpr[bool] + has_seqused_q: cutlass.Constexpr[bool] + has_seqused_k: cutlass.Constexpr[bool] + + @staticmethod + def create( + batch_idx: cutlass.Int32, + seqlen_q_static: cutlass.Int32, + seqlen_k_static: cutlass.Int32, + mCuSeqlensQ: Optional[cute.Tensor] = None, + mCuSeqlensK: Optional[cute.Tensor] = None, + mSeqUsedQ: Optional[cute.Tensor] = None, + mSeqUsedK: Optional[cute.Tensor] = None, + tile_m: cutlass.Constexpr[cutlass.Int32] = 128, + tile_n: cutlass.Constexpr[cutlass.Int32] = 128, + ): + offset_q = 0 if const_expr(mCuSeqlensQ is None) else mCuSeqlensQ[batch_idx] + offset_k = 0 if const_expr(mCuSeqlensK is None) else mCuSeqlensK[batch_idx] + padded_offset_q = ( + 0 + if const_expr(mCuSeqlensQ is None) + else (offset_q + batch_idx * tile_m) // tile_m * tile_m + ) + padded_offset_k = ( + 0 + if const_expr(mCuSeqlensK is None) + else (offset_k + batch_idx * tile_n) // tile_n * tile_n + ) + if const_expr(mSeqUsedQ is not None): + seqlen_q = mSeqUsedQ[batch_idx] + else: + seqlen_q = ( + seqlen_q_static + if const_expr(mCuSeqlensQ is None) + else mCuSeqlensQ[batch_idx + 1] - offset_q + ) + if const_expr(mSeqUsedK is not None): + seqlen_k = mSeqUsedK[batch_idx] + else: + seqlen_k = ( + seqlen_k_static + if const_expr(mCuSeqlensK is None) + else mCuSeqlensK[batch_idx + 1] - offset_k + ) + has_cu_seqlens_q: int = mCuSeqlensQ is not None + has_cu_seqlens_k: int = mCuSeqlensK is not None + has_seqused_q: int = mSeqUsedQ is not None + has_seqused_k: int = mSeqUsedK is not None + return SeqlenInfoQK( + offset_q, + offset_k, + padded_offset_q, + padded_offset_k, + seqlen_q, + seqlen_k, + has_cu_seqlens_q, + has_cu_seqlens_k, + has_seqused_q, + has_seqused_k, + ) + + def offset_batch_Q( + self, + mQ: cute.Tensor, + batch_idx: Int32, + dim: int, + padded: cutlass.Constexpr[bool] = False, + ) -> cute.Tensor: + """Seqlen must be the first dimension of mQ""" + if const_expr(not self.has_cu_seqlens_q): + idx = (None,) * dim + (batch_idx,) + (None,) * (cute.rank(mQ) - 1 - dim) + return mQ[idx] + else: + offset_q = self.offset_q if const_expr(not padded) else self.padded_offset_q + offset = offset_q if const_expr(cute.rank(mQ.shape[0]) == 1) else (0, offset_q) + idx = (offset,) + (0,) * (cute.rank(mQ) - 1) + return cute.domain_offset(idx, mQ) + + def offset_batch_K( + self, + mK: cute.Tensor, + batch_idx: Int32, + dim: int, + padded: cutlass.Constexpr[bool] = False, + ) -> cute.Tensor: + """Seqlen must be the first dimension of mK""" + if const_expr(not self.has_cu_seqlens_k): + idx = (None,) * dim + (batch_idx,) + (None,) * (cute.rank(mK) - 1 - dim) + return mK[idx] + else: + offset_k = self.offset_k if const_expr(not padded) else self.padded_offset_k + idx = (offset_k,) + (0,) * (cute.rank(mK) - 1) + return cute.domain_offset(idx, mK) diff --git a/kernel/deps/flash_attn/cute/softmax.py b/kernel/deps/flash_attn/cute/softmax.py new file mode 100644 index 0000000000000000000000000000000000000000..f0646c22714d9cfdff0f24fbfc79795c2bd51cb6 --- /dev/null +++ b/kernel/deps/flash_attn/cute/softmax.py @@ -0,0 +1,582 @@ +# Copyright (c) 2025, Tri Dao. + +import math +import operator +from typing import Tuple +from dataclasses import dataclass + +import cutlass +import cutlass.cute as cute +from cutlass import Float32 + +import flash_attn.cute.utils as utils +from flash_attn.cute.cute_dsl_utils import ParamsBase +from flash_attn.cute.seqlen_info import SeqlenInfoQK + + +@dataclass +class Softmax(ParamsBase): + scale_log2: Float32 + num_rows: cutlass.Constexpr[int] + row_max: cute.Tensor + row_sum: cute.Tensor + arch: cutlass.Constexpr[int] = 80 + softmax_scale: Float32 | None = None + + @staticmethod + def create( + scale_log2: Float32, + num_rows: cutlass.Constexpr[int], + arch: cutlass.Constexpr[int] = 80, + softmax_scale: Float32 | None = None, + ): + row_max = cute.make_rmem_tensor(num_rows, Float32) + row_sum = cute.make_rmem_tensor(num_rows, Float32) + return Softmax(scale_log2, num_rows, row_max, row_sum, arch, softmax_scale) + + def reset(self) -> None: + self.row_max.fill(-Float32.inf) + self.row_sum.fill(0.0) + + def _compute_row_max( + self, acc_S_row: cute.TensorSSA, init_val: float | Float32 | None = None + ) -> Float32: + return utils.fmax_reduce(acc_S_row, init_val, arch=self.arch) + + def _compute_row_sum( + self, acc_S_row_exp: cute.TensorSSA, init_val: float | Float32 | None = None + ) -> Float32: + return utils.fadd_reduce(acc_S_row_exp, init_val, arch=self.arch) + + @cute.jit + def online_softmax( + self, + acc_S: cute.Tensor, + is_first: cutlass.Constexpr[bool] = False, + check_inf: cutlass.Constexpr[bool] = True, + ) -> cute.Tensor: + """Apply online softmax and return the row_scale to rescale O. + + :param acc_S: acc_S tensor + :type acc_S: cute.Tensor + :param is_first: is first n_block + :type is_first: cutlass.Constexpr + """ + # Change acc_S to M,N layout view. + acc_S_mn = utils.make_acc_tensor_mn_view(acc_S) + row_scale = cute.make_fragment_like(self.row_max, Float32) + + row_max = self.row_max + row_sum = self.row_sum + scale_log2 = self.scale_log2 + arch = self.arch + + # Each iteration processes one row of acc_S + for r in cutlass.range(cute.size(row_max), unroll_full=True): + acc_S_row = acc_S_mn[r, None].load() # (n_block_size) + + row_max_cur = utils.fmax_reduce( + acc_S_row, + init_val=row_max[r] if cutlass.const_expr(not is_first) else None, + arch=arch, + ) + + row_max_cur = utils.warp_reduce(row_max_cur, cute.arch.fmax, width=4) + # Update row_max before changing row_max_cur to safe value for -inf + row_max_prev = row_max[r] + row_max[r] = row_max_cur + + if cutlass.const_expr(check_inf): + row_max_cur = 0.0 if row_max_cur == -Float32.inf else row_max_cur + + if cutlass.const_expr(is_first): + row_max_cur_scaled = row_max_cur * scale_log2 + acc_S_row_exp = utils.exp2f(acc_S_row * scale_log2 - row_max_cur_scaled) + + acc_S_row_sum = utils.fadd_reduce(acc_S_row_exp, init_val=None, arch=arch) + row_scale[r] = 1.0 + else: + row_max_cur_scaled = row_max_cur * scale_log2 + acc_S_row_exp = utils.exp2f(acc_S_row * scale_log2 - row_max_cur_scaled) + # row_scale[r] = utils.exp2f(row_max_prev * self.scale_log2 - row_max_cur_scaled) + row_scale[r] = utils.exp2f((row_max_prev - row_max_cur) * scale_log2) + + acc_S_row_sum = utils.fadd_reduce( + acc_S_row_exp, init_val=row_sum[r] * row_scale[r], arch=arch + ) + + row_sum[r] = acc_S_row_sum + acc_S_mn[r, None].store(acc_S_row_exp) + + return row_scale + + @cute.jit + def finalize( + self, final_scale: Float32 = 1.0, sink_val: Float32 | cute.Tensor | None = None + ) -> cute.Tensor: + """Finalize the online softmax by computing the scale and logsumexp.""" + if cutlass.const_expr(sink_val is not None and isinstance(sink_val, cute.Tensor)): + assert cute.size(sink_val) == cute.size(self.row_sum) + row_sum = self.row_sum + row_max = self.row_max + scale_log2 = self.scale_log2 + + # quad reduction for row_sum as we didn't do it during each iteration of online softmax + row_sum.store(utils.warp_reduce(row_sum.load(), operator.add, width=4)) + row_scale = cute.make_fragment_like(row_max, Float32) + + for r in cutlass.range(cute.size(row_sum), unroll_full=True): + if cutlass.const_expr(sink_val is not None): + sink_val_cur = sink_val if not isinstance(sink_val, cute.Tensor) else sink_val[r] + LOG2_E = math.log2(math.e) + row_sum[r] += utils.exp2f(sink_val_cur * LOG2_E - row_max[r] * scale_log2) + + # if row_sum is zero or nan, set acc_O_mn_row to 1.0 + acc_O_mn_row_is_zero_or_nan = row_sum[r] == 0.0 or row_sum[r] != row_sum[r] + row_scale[r] = ( + cute.arch.rcp_approx(row_sum[r] if not acc_O_mn_row_is_zero_or_nan else 1.0) + ) * final_scale + row_sum_cur = row_sum[r] + LN2 = math.log(2.0) + row_sum[r] = ( + (row_max[r] * scale_log2 + utils.log2f(row_sum_cur)) * LN2 + if not acc_O_mn_row_is_zero_or_nan + else -Float32.inf + ) + return row_scale + + @cute.jit + def rescale_O(self, acc_O: cute.Tensor, row_scale: cute.Tensor) -> None: + """Scale each row of acc_O by the given scale tensor. + :param acc_O: input tensor + :type acc_O: cute.Tensor + :param row_scale: row_scale tensor + :type row_scale: cute.Tensor + """ + acc_O_mn = utils.make_acc_tensor_mn_view(acc_O) + assert cute.size(row_scale) == cute.size(acc_O_mn, mode=[0]) + for r in cutlass.range(cute.size(row_scale), unroll_full=True): + acc_O_mn[r, None].store(acc_O_mn[r, None].load() * row_scale[r]) + + +@dataclass +class SoftmaxSm100(Softmax): + rescale_threshold: cutlass.Constexpr[float] = 0.0 + + @staticmethod + def create( + scale_log2: Float32, + rescale_threshold: cutlass.Constexpr[float] = 0.0, + softmax_scale: Float32 | None = None, + ): + num_rows = 1 + arch = 100 + row_max = cute.make_rmem_tensor(num_rows, Float32) + row_sum = cute.make_rmem_tensor(num_rows, Float32) + return SoftmaxSm100( + scale_log2, + num_rows, + row_max, + row_sum, + arch, + softmax_scale, + rescale_threshold=rescale_threshold, + ) + + @cute.jit + def update_row_max(self, acc_S_row: cute.TensorSSA, is_first: int) -> Tuple[Float32, Float32]: + if cutlass.const_expr(is_first): + row_max_new = self._compute_row_max(acc_S_row) + row_max_safe = row_max_new if row_max_new != -cutlass.Float32.inf else 0.0 + acc_scale = 0.0 + else: + row_max_old = self.row_max[0] + row_max_new = self._compute_row_max(acc_S_row, init_val=row_max_old) + row_max_safe = row_max_new if row_max_new != -cutlass.Float32.inf else 0.0 + acc_scale_ = (row_max_old - row_max_safe) * self.scale_log2 + acc_scale = utils.exp2f(acc_scale_) + if cutlass.const_expr(self.rescale_threshold > 0.0): + if acc_scale_ >= -self.rescale_threshold: + row_max_new = row_max_old + row_max_safe = row_max_old + acc_scale = 1.0 + self.row_max[0] = row_max_new + return row_max_safe, acc_scale + + def update_row_sum( + self, acc_S_row_exp: cute.TensorSSA, row_scale: Float32, is_first: int = False + ) -> None: + init_val = self.row_sum[0] * row_scale if cutlass.const_expr(not is_first) else None + # self.row_sum[0] = self._compute_row_sum(acc_S_row_exp, init_val=self.row_sum[0] * row_scale) + self.row_sum[0] = self._compute_row_sum(acc_S_row_exp, init_val=init_val) + # tmp = self._compute_row_sum(acc_S_row_exp) + # self.row_sum[0] = self.row_sum[0] * row_scale + tmp + + @cute.jit + def scale_subtract_rowmax( + self, + acc_S_row: cute.Tensor, + row_max: Float32, + ): + assert cute.size(acc_S_row.shape) % 2 == 0, "acc_S_row must have an even number of elements" + row_max_scaled = row_max * self.scale_log2 + for i in cutlass.range(0, cute.size(acc_S_row.shape), 2, unroll_full=True): + acc_S_row[i], acc_S_row[i + 1] = utils.fma_packed_f32x2( + (acc_S_row[i], acc_S_row[i + 1]), + (self.scale_log2, self.scale_log2), + (-row_max_scaled, -row_max_scaled), + ) + + @cute.jit + def apply_exp2_convert( + self, + acc_S_row: cute.Tensor, + acc_S_row_converted: cute.Tensor, + e2e: cutlass.Constexpr[bool] = False, + e2e_freq: cutlass.Constexpr[int] = 16, + e2e_res: cutlass.Constexpr[int] = 4, + e2e_frg_limit: cutlass.Constexpr[int] = 1, + ): + assert cute.size(acc_S_row.shape) % 2 == 0, "acc_S_row must have an even number of elements" + frg_tile = 32 + assert frg_tile % 2 == 0 + frg_cnt = cute.size(acc_S_row) // frg_tile + assert cute.size(acc_S_row) % frg_tile == 0 + acc_S_row_frg = cute.logical_divide(acc_S_row, cute.make_layout(frg_tile)) + acc_S_row_converted_frg = cute.logical_divide( + acc_S_row_converted, cute.make_layout(frg_tile) + ) + for j in cutlass.range_constexpr(frg_cnt): + for k in cutlass.range_constexpr(0, cute.size(acc_S_row_frg, mode=[0]), 2): + # acc_S_row_frg[k, j] = utils.exp2f(acc_S_row_frg[k, j]) + # acc_S_row_frg[k + 1, j] = utils.exp2f(acc_S_row_frg[k + 1, j]) + if cutlass.const_expr(not e2e): + acc_S_row_frg[k, j] = cute.arch.exp2(acc_S_row_frg[k, j]) + acc_S_row_frg[k + 1, j] = cute.arch.exp2(acc_S_row_frg[k + 1, j]) + else: + if cutlass.const_expr( + k % e2e_freq < e2e_freq - e2e_res or j >= frg_cnt - e2e_frg_limit + ): + acc_S_row_frg[k, j] = cute.arch.exp2(acc_S_row_frg[k, j]) + acc_S_row_frg[k + 1, j] = cute.arch.exp2(acc_S_row_frg[k + 1, j]) + else: + # acc_S_row_frg[k, j], acc_S_row_frg[k + 1, j] = utils.e2e_asm2(acc_S_row_frg[k, j], acc_S_row_frg[k + 1, j]) + acc_S_row_frg[k, j], acc_S_row_frg[k + 1, j] = utils.ex2_emulation_2( + acc_S_row_frg[k, j], acc_S_row_frg[k + 1, j] + ) + acc_S_row_converted_frg[None, j].store( + acc_S_row_frg[None, j].load().to(acc_S_row_converted.element_type) + ) + + @cute.jit + def scale_apply_exp2_convert( + self, + acc_S_row: cute.Tensor, + row_max: Float32, + acc_S_row_converted: cute.Tensor, + ): + assert cute.size(acc_S_row.shape) % 2 == 0, "acc_S_row must have an even number of elements" + minus_row_max_scaled = -row_max * self.scale_log2 + for i in cutlass.range_constexpr(0, cute.size(acc_S_row.shape), 2): + acc_S_row[i], acc_S_row[i + 1] = utils.fma_packed_f32x2( + (acc_S_row[i], acc_S_row[i + 1]), + (self.scale_log2, self.scale_log2), + (minus_row_max_scaled, minus_row_max_scaled), + ) + + # for i in cutlass.range_constexpr(0, cute.size(acc_S_row.shape), 2): + # acc_S_row[i], acc_S_row[i + 1] = utils.fma_packed_f32x2( + # (acc_S_row[i], acc_S_row[i + 1]), + # (self.scale_log2, self.scale_log2), + # (minus_row_max_scaled, minus_row_max_scaled), + # ) + # acc_S_row[i] = cute.arch.exp2(acc_S_row[i]) + # acc_S_row[i + 1] = cute.arch.exp2(acc_S_row[i + 1]) + + frg_tile = 32 + assert frg_tile % 2 == 0 + frg_cnt = cute.size(acc_S_row) // frg_tile + assert cute.size(acc_S_row) % frg_tile == 0 + acc_S_row_frg = cute.logical_divide(acc_S_row, cute.make_layout(frg_tile)) + acc_S_row_converted_frg = cute.logical_divide( + acc_S_row_converted, cute.make_layout(frg_tile) + ) + for j in cutlass.range_constexpr(frg_cnt): + for k in cutlass.range_constexpr(0, cute.size(acc_S_row_frg, mode=[0]), 2): + # acc_S_row_frg[k, j], acc_S_row_frg[k + 1, j] = ( + # utils.fma_packed_f32x2( + # (acc_S_row_frg[k, j], acc_S_row_frg[k + 1, j]), + # (self.scale_log2, self.scale_log2), + # (minus_row_max_scaled, minus_row_max_scaled), + # ) + # ) + # acc_S_row_frg[k, j] = utils.exp2f(acc_S_row_frg[k, j]) + # acc_S_row_frg[k + 1, j] = utils.exp2f(acc_S_row_frg[k + 1, j]) + acc_S_row_frg[k, j] = cute.arch.exp2(acc_S_row_frg[k, j]) + acc_S_row_frg[k + 1, j] = cute.arch.exp2(acc_S_row_frg[k + 1, j]) + acc_S_row_converted_frg[None, j].store( + acc_S_row_frg[None, j].load().to(acc_S_row_converted.element_type) + ) + + +@cute.jit +def floor_if_packed( + q_idx, + qhead_per_kvhead: cutlass.Constexpr[int], +) -> cute.Tensor: + """Convert q_idx to packed format for Pack-GQA.""" + if cutlass.const_expr(qhead_per_kvhead == 1): + return q_idx + return q_idx // qhead_per_kvhead + + +@cute.jit +def apply_score_mod_inner( + score_tensor, + index_tensor, + score_mod: cutlass.Constexpr, + batch_idx, + head_idx, + softmax_scale, + vec_size: cutlass.Constexpr, + qk_acc_dtype: cutlass.Constexpr, + aux_tensors, + fastdiv_mods, + seqlen_info: SeqlenInfoQK, + constant_q_idx: cutlass.Constexpr, + qhead_per_kvhead: cutlass.Constexpr[int] = 1, + transpose_indices: cutlass.Constexpr[bool] = False, +): + """Shared implementation for applying score modification. + + Args: + score_tensor: The scores to modify (acc_S for flash_fwd, tSrS_t2r for sm100) + index_tensor: Index positions (tScS for flash_fwd, tScS_t2r for sm100) + score_mod: The score modification function to apply + batch_idx: Batch index + head_idx: Head index + softmax_scale: Scale to apply + vec_size: Vector size for processing elements + qk_acc_dtype: Data type for accumulator + aux_tensors: Optional aux_tensors for FlexAttention + fastdiv_mods: Tuple of (seqlen_q_divmod, seqlen_k_divmod) for wrapping + seqlen_info: Sequence length info + constant_q_idx: If provided, use this constant for all q_idx values + If None, compute q_idx per-element + qhead_per_kvhead_packgqa: Pack-GQA replication factor. Divide q_idx by this + when greater than 1 so score mods see logical heads. + transpose_indices: If True, swap q_idx/kv_idx in index_tensor (for bwd kernel where S is transposed) + """ + # Index positions in the index_tensor tuple + # Forward: index_tensor[...][0] = q_idx, index_tensor[...][1] = kv_idx + # Backward (transposed): index_tensor[...][0] = kv_idx, index_tensor[...][1] = q_idx + if cutlass.const_expr(transpose_indices): + q_idx_pos = cutlass.const_expr(1) + kv_idx_pos = cutlass.const_expr(0) + else: + q_idx_pos = cutlass.const_expr(0) + kv_idx_pos = cutlass.const_expr(1) + + n_vals = cutlass.const_expr(cute.size(score_tensor.shape)) + score_vec = cute.make_rmem_tensor(vec_size, qk_acc_dtype) + kv_idx_vec = cute.make_rmem_tensor(vec_size, cutlass.Int32) + + # SSA values for batch (constant across all elements) + batch_idx_ssa = utils.scalar_to_ssa(batch_idx, cutlass.Int32).broadcast_to((vec_size,)) + + # Handle q_idx based on whether it's constant + q_idx_vec = cute.make_rmem_tensor(vec_size, cutlass.Int32) + + # For Pack-GQA with non-constant q_idx, we need per-element head indices + # since a thread my process multiple query head indices + if cutlass.const_expr(qhead_per_kvhead > 1 and constant_q_idx is None): + head_idx_vec = cute.make_rmem_tensor(vec_size, cutlass.Int32) + + for i in cutlass.range(0, n_vals, vec_size, unroll_full=True): + for j in cutlass.range(vec_size, unroll_full=True): + score_vec[j] = score_tensor[i + j] * softmax_scale + + # Extract head offset from packed q_idx for Pack-GQA + if cutlass.const_expr(qhead_per_kvhead > 1 and constant_q_idx is None): + q_idx_packed = index_tensor[i + j][q_idx_pos] + # Building up the logical q_head idx: final_q_head = kv_head * qhead_per_kvhead + (q_physical % qhead_per_kvhead) + q_idx_logical = q_idx_packed // qhead_per_kvhead + head_offset = q_idx_packed - q_idx_logical * qhead_per_kvhead + head_idx_vec[j] = head_idx * qhead_per_kvhead + head_offset + + # If we will do loads we mod, in order to not read OOB + if cutlass.const_expr(aux_tensors is not None and fastdiv_mods is not None): + if cutlass.const_expr(constant_q_idx is None): + seqlen_q_divmod, seqlen_k_divmod = fastdiv_mods + q_idx_floored = floor_if_packed( + index_tensor[i + j][q_idx_pos], qhead_per_kvhead + ) + _, q_idx_wrapped = divmod(q_idx_floored, seqlen_q_divmod) + q_idx_vec[j] = q_idx_wrapped + else: + _, seqlen_k_divmod = fastdiv_mods + + _, kv_idx_wrapped = divmod(index_tensor[i + j][kv_idx_pos], seqlen_k_divmod) + kv_idx_vec[j] = kv_idx_wrapped + else: + # No bounds checking - direct indexing + if constant_q_idx is None: + q_idx_vec[j] = floor_if_packed(index_tensor[i + j][q_idx_pos], qhead_per_kvhead) + kv_idx_vec[j] = index_tensor[i + j][kv_idx_pos] + + # Convert to SSA for score_mod call + score_ssa = score_vec.load() + kv_idx_ssa = kv_idx_vec.load() + if cutlass.const_expr(constant_q_idx is None): + q_idx_ssa = q_idx_vec.load() + else: + # NB we do not apply Pack-GQA division here, as constant_q_idx is assumed to already be logical + q_idx_const = constant_q_idx + q_idx_ssa = utils.scalar_to_ssa(q_idx_const, cutlass.Int32).broadcast_to((vec_size,)) + + # Compute head_idx_ssa: per-element for Pack-GQA with non-constant q_idx, constant otherwise + if cutlass.const_expr(qhead_per_kvhead > 1 and constant_q_idx is None): + head_idx_ssa = head_idx_vec.load() + else: + head_idx_ssa = utils.scalar_to_ssa(head_idx, cutlass.Int32).broadcast_to((vec_size,)) + + aux_args = [] + if cutlass.const_expr(aux_tensors is not None): + aux_args = aux_tensors + + post_mod_scores = score_mod( + score_ssa, + batch_idx_ssa, + head_idx_ssa, + q_idx=q_idx_ssa, + kv_idx=kv_idx_ssa, + seqlen_info=seqlen_info, + aux_tensors=aux_args, + ) + + # Write back modified scores + score_vec.store(post_mod_scores) + for j in cutlass.range(vec_size, unroll_full=True): + score_tensor[i + j] = score_vec[j] + + +@cute.jit +def apply_score_mod_bwd_inner( + grad_tensor, + score_tensor, + index_tensor, + score_mod_bwd: cutlass.Constexpr, + batch_idx, + head_idx, + softmax_scale, + vec_size: cutlass.Constexpr, + qk_acc_dtype: cutlass.Constexpr, + aux_tensors, + fastdiv_mods, + seqlen_info, + constant_q_idx: cutlass.Constexpr, + qhead_per_kvhead: cutlass.Constexpr[int] = 1, + transpose_indices: cutlass.Constexpr[bool] = False, +): + """Apply backward score modification (joint graph). + + Args: + grad_tensor: in/out: dlogits rewritten in-place with d(scaled_scores) + score_tensor: pre-mod scores (unscaled QK tile), scaled by softmax_scale internally + index_tensor: Index positions (same as forward) + score_mod_bwd: The backward score modification function (joint graph) + batch_idx: Batch index + head_idx: Head index + softmax_scale: Scale to apply to score_tensor + vec_size: Vector size for processing elements + qk_acc_dtype: Data type for accumulator + aux_tensors: Optional aux_tensors for FlexAttention + fastdiv_mods: Tuple of (seqlen_q_divmod, seqlen_k_divmod) for wrapping + seqlen_info: Sequence length info + constant_q_idx: If provided, use this constant for all q_idx values + qhead_per_kvhead: Pack-GQA replication factor + transpose_indices: If True, swap q_idx/kv_idx in index_tensor + """ + # Index positions in the index_tensor tuple + # Forward: index_tensor[...][0] = q_idx, index_tensor[...][1] = kv_idx + # Backward (transposed): index_tensor[...][0] = kv_idx, index_tensor[...][1] = q_idx + if cutlass.const_expr(transpose_indices): + q_idx_pos = cutlass.const_expr(1) + kv_idx_pos = cutlass.const_expr(0) + else: + q_idx_pos = cutlass.const_expr(0) + kv_idx_pos = cutlass.const_expr(1) + n_vals = cutlass.const_expr(cute.size(grad_tensor.shape)) + grad_vec = cute.make_fragment(vec_size, qk_acc_dtype) + score_vec = cute.make_fragment(vec_size, qk_acc_dtype) + kv_idx_vec = cute.make_fragment(vec_size, cutlass.Int32) + batch_idx_ssa = utils.scalar_to_ssa(batch_idx, cutlass.Int32).broadcast_to((vec_size,)) + q_idx_vec = cute.make_fragment(vec_size, cutlass.Int32) + + # For Pack-GQA with non-constant q_idx, we need per-element head indices + if cutlass.const_expr(qhead_per_kvhead > 1 and constant_q_idx is None): + head_idx_vec = cute.make_fragment(vec_size, cutlass.Int32) + + for i in cutlass.range(0, n_vals, vec_size, unroll_full=True): + for j in cutlass.range(vec_size, unroll_full=True): + grad_vec[j] = grad_tensor[i + j] + # Scale score so joint graph sees same value as forward score_mod + score_vec[j] = score_tensor[i + j] * softmax_scale + + if cutlass.const_expr(qhead_per_kvhead > 1 and constant_q_idx is None): + q_idx_packed = index_tensor[i + j][q_idx_pos] + q_idx_logical = q_idx_packed // qhead_per_kvhead + head_offset = q_idx_packed - q_idx_logical * qhead_per_kvhead + head_idx_vec[j] = head_idx * qhead_per_kvhead + head_offset + + if cutlass.const_expr(aux_tensors is not None and fastdiv_mods is not None): + if cutlass.const_expr(constant_q_idx is None): + seqlen_q_divmod, seqlen_k_divmod = fastdiv_mods + q_idx_floored = floor_if_packed( + index_tensor[i + j][q_idx_pos], qhead_per_kvhead + ) + _, q_idx_wrapped = divmod(q_idx_floored, seqlen_q_divmod) + q_idx_vec[j] = q_idx_wrapped + else: + _, seqlen_k_divmod = fastdiv_mods + + _, kv_idx_wrapped = divmod(index_tensor[i + j][kv_idx_pos], seqlen_k_divmod) + kv_idx_vec[j] = kv_idx_wrapped + else: + # No bounds checking - direct indexing + if constant_q_idx is None: + q_idx_vec[j] = floor_if_packed(index_tensor[i + j][q_idx_pos], qhead_per_kvhead) + kv_idx_vec[j] = index_tensor[i + j][kv_idx_pos] + + grad_ssa = grad_vec.load() + score_ssa = score_vec.load() + kv_idx_ssa = kv_idx_vec.load() + + if cutlass.const_expr(constant_q_idx is None): + q_idx_ssa = q_idx_vec.load() + else: + q_idx_ssa = utils.scalar_to_ssa(constant_q_idx, cutlass.Int32).broadcast_to((vec_size,)) + + if cutlass.const_expr(qhead_per_kvhead > 1 and constant_q_idx is None): + head_idx_ssa = head_idx_vec.load() + else: + head_idx_ssa = utils.scalar_to_ssa(head_idx, cutlass.Int32).broadcast_to((vec_size,)) + + aux_args = [] + if cutlass.const_expr(aux_tensors is not None): + aux_args = aux_tensors + + grad_out_ssa = score_mod_bwd( + grad_ssa, + score_ssa, + batch_idx_ssa, + head_idx_ssa, + q_idx=q_idx_ssa, + kv_idx=kv_idx_ssa, + seqlen_info=seqlen_info, + aux_tensors=aux_args, + ) + + grad_vec.store(grad_out_ssa) + for j in cutlass.range(vec_size, unroll_full=True): + grad_tensor[i + j] = grad_vec[j] diff --git a/kernel/deps/flash_attn/cute/tile_scheduler.py b/kernel/deps/flash_attn/cute/tile_scheduler.py new file mode 100644 index 0000000000000000000000000000000000000000..36a5c6b75ecea671e3bb458377ea5b97f097efae --- /dev/null +++ b/kernel/deps/flash_attn/cute/tile_scheduler.py @@ -0,0 +1,719 @@ +# Copyright (c) 2025, Tri Dao. + +from typing import Optional, Tuple +from dataclasses import dataclass, fields + +try: + from typing import override +except ImportError: # Python < 3.12 + from typing_extensions import override + +import cutlass +from cutlass._mlir import ir +import cutlass.cute as cute +from cutlass import Int32, const_expr + +import flash_attn.cute.utils as utils +from flash_attn.cute.fast_math import clz +from cutlass.cute import FastDivmodDivisor + + +class WorkTileInfo(cutlass.utils.WorkTileInfo): + """Altered WorkTileInfo which includes four axes: (block, head, batch, split)""" + + @override + def __new_from_mlir_values__(self, values: list[ir.Value]) -> "WorkTileInfo": + assert len(values) == 5 + new_tile_idx = cutlass.new_from_mlir_values(self._tile_idx, values[:-1]) + new_is_valid_tile = cutlass.new_from_mlir_values(self._is_valid_tile, [values[-1]]) + return WorkTileInfo(new_tile_idx, new_is_valid_tile) + + +@dataclass +class ParamsBase: + def __extract_mlir_values__(self): + all_fields = [getattr(self, field.name) for field in fields(self)] + non_constexpr_fields = [f for f in all_fields if not isinstance(f, cutlass.Constexpr)] + values, self._values_pos = [], [] + for obj in non_constexpr_fields: + obj_values = cutlass.extract_mlir_values(obj) + values += obj_values + self._values_pos.append(len(obj_values)) + return values + + def __new_from_mlir_values__(self, values): + all_fields = {field.name: getattr(self, field.name) for field in fields(self)} + constexpr_fields = {n: f for n, f in all_fields.items() if isinstance(f, cutlass.Constexpr)} + non_constexpr_fields = { + n: f for n, f in all_fields.items() if not isinstance(f, cutlass.Constexpr) + } + for (name, field), n_items in zip(non_constexpr_fields.items(), self._values_pos): + non_constexpr_fields[name] = cutlass.new_from_mlir_values(field, values[:n_items]) + values = values[n_items:] + return self.__class__(**non_constexpr_fields, **constexpr_fields) + + +@dataclass +class TileSchedulerArguments(ParamsBase): + num_block: Int32 + num_head: Int32 + num_batch: Int32 + num_splits: Int32 + seqlen_k: Int32 + headdim: Int32 + headdim_v: Int32 + total_q: Int32 + tile_shape_mn: cutlass.Constexpr[Tuple[int, int]] + cluster_shape_mn: cutlass.Constexpr[Tuple[int, int]] = (1, 1) + mCuSeqlensQ: Optional[cute.Tensor] = None + mSeqUsedQ: Optional[cute.Tensor] = None + qhead_per_kvhead_packgqa: cutlass.Constexpr[int] = 1 + element_size: cutlass.Constexpr[int] = 2 + is_persistent: cutlass.Constexpr[bool] = False + lpt: cutlass.Constexpr[bool] = False + is_split_kv: cutlass.Constexpr[bool] = False + head_swizzle: cutlass.Constexpr[bool] = False + + +class SingleTileScheduler: + @dataclass + class Params(ParamsBase): + num_block: Int32 + num_head: Int32 + num_batch: Int32 + num_splits: Int32 + num_splits_divmod: FastDivmodDivisor + is_split_kv: cutlass.Constexpr[bool] = False + cluster_shape_mn: cutlass.Constexpr[Tuple[int, int]] = (1, 1) + + @staticmethod + def create( + args: TileSchedulerArguments, *, loc=None, ip=None + ) -> "SingleTileScheduler.Params": + return SingleTileScheduler.Params( + args.num_block, + args.num_head, + args.num_batch, + args.num_splits, + FastDivmodDivisor(args.num_splits), + args.is_split_kv, + args.cluster_shape_mn, + ) + + def __init__(self, params: Params, blk_coord: cute.Coord, *, loc=None, ip=None): + self.params = params + self._blk_coord = blk_coord + self._is_first_block = True + self._loc = loc + self._ip = ip + + @staticmethod + def to_underlying_arguments(args: TileSchedulerArguments, *, loc=None, ip=None) -> Params: + return SingleTileScheduler.Params.create(args, loc=loc, ip=ip) + + @staticmethod + def create(params: Params, *, loc=None, ip=None) -> "SingleTileScheduler": + blk_coord = cute.arch.block_idx() + return SingleTileScheduler(params, blk_coord, loc=loc, ip=ip) + + # called by host + @staticmethod + def get_grid_shape( + params: Params, + *, + loc=None, + ip=None, + ) -> Tuple[Int32, Int32, Int32]: + # TODO: this hard-codes the fact that we only use cluster = (1, 1) or (2, 1) + assert params.cluster_shape_mn[1] == 1, "Only cluster_shape_mn[1] == 1 is supported" + return ( + cute.round_up(params.num_block, params.cluster_shape_mn[0]), + params.num_head * params.num_splits, + params.num_batch, + ) + + def get_current_work(self, *, loc=None, ip=None) -> WorkTileInfo: + block_idx, head_idx, batch_idx = self._blk_coord + if const_expr(self.params.is_split_kv): + head_idx, split_idx = divmod(head_idx, self.params.num_splits_divmod) + else: + split_idx = Int32(0) + return WorkTileInfo( + (block_idx, head_idx, batch_idx, split_idx), + self._is_first_block, + ) + + def initial_work_tile_info(self, *, loc=None, ip=None): + return self.get_current_work(loc=loc, ip=ip) + + def prefetch_next_work(self, *, loc=None, ip=None): + pass + + def advance_to_next_work(self, *, loc=None, ip=None): + self._is_first_block = False + + def __extract_mlir_values__(self): + values, self._values_pos = [], [] + for obj in [self.params, self._blk_coord]: + obj_values = cutlass.extract_mlir_values(obj) + values += obj_values + self._values_pos.append(len(obj_values)) + return values + + def __new_from_mlir_values__(self, values): + obj_list = [] + for obj, n_items in zip([self.params, self._blk_coord], self._values_pos): + obj_list.append(cutlass.new_from_mlir_values(obj, values[:n_items])) + values = values[n_items:] + return SingleTileScheduler(*(tuple(obj_list)), loc=self._loc) + + +class StaticPersistentTileScheduler: + @dataclass + class Params(ParamsBase): + num_block_divmod: FastDivmodDivisor + num_head_divmod: FastDivmodDivisor + total_blocks: Int32 + + @staticmethod + def create( + args: TileSchedulerArguments, *, loc=None, ip=None + ) -> "StaticPersistentTileScheduler.Params": + total_blocks = args.num_block * args.num_head * args.num_batch + return StaticPersistentTileScheduler.Params( + FastDivmodDivisor(args.num_block), FastDivmodDivisor(args.num_head), total_blocks + ) + + def __init__(self, params: Params, tile_idx: Int32, *, loc=None, ip=None): + self.params = params + self._tile_idx = tile_idx + self._loc = loc + self._ip = ip + + @staticmethod + def to_underlying_arguments(args: TileSchedulerArguments, *, loc=None, ip=None) -> Params: + return StaticPersistentTileScheduler.Params.create(args, loc=loc, ip=ip) + + @staticmethod + def create(params: Params, *, loc=None, ip=None) -> "StaticPersistentTileScheduler": + tile_idx = cute.arch.block_idx()[0] + return StaticPersistentTileScheduler(params, tile_idx, loc=loc, ip=ip) + + # called by host + @staticmethod + def get_grid_shape( + params: Params, + *, + loc=None, + ip=None, + ) -> Tuple[Int32, Int32, Int32]: + hardware_info = cutlass.utils.HardwareInfo() + sm_count = hardware_info.get_device_multiprocessor_count() + return (cutlass.min(sm_count, params.total_blocks), Int32(1), Int32(1)) + + # @cute.jit + def get_current_work(self, *, loc=None, ip=None) -> WorkTileInfo: + hn_idx, block_idx = divmod(self._tile_idx, self.params.num_block_divmod) + batch_idx, head_idx = divmod(hn_idx, self.params.num_head_divmod) + is_valid = self._tile_idx < self.params.total_blocks + # if cute.arch.thread_idx()[0] == 0: + # cute.printf("TileScheduler: tile_idx=%d, hn_idx=%d, block_idx=%d, batch_idx=%d, head_idx=%d, is_valid=%d", self._tile_idx, hn_idx, block_idx, batch_idx, head_idx, is_valid) + return WorkTileInfo( + (Int32(block_idx), Int32(head_idx), Int32(batch_idx), Int32(0)), is_valid + ) + + def initial_work_tile_info(self, *, loc=None, ip=None): + return self.get_current_work(loc=loc, ip=ip) + + def prefetch_next_work(self, *, loc=None, ip=None): + pass + + def advance_to_next_work(self, *, loc=None, ip=None): + self._tile_idx += cute.arch.grid_dim()[0] + + def __extract_mlir_values__(self): + values, self._values_pos = [], [] + for obj in [self.params, self._tile_idx]: + obj_values = cutlass.extract_mlir_values(obj) + values += obj_values + self._values_pos.append(len(obj_values)) + return values + + def __new_from_mlir_values__(self, values): + obj_list = [] + for obj, n_items in zip( + [self.params, self._tile_idx], + self._values_pos, + ): + obj_list.append(cutlass.new_from_mlir_values(obj, values[:n_items])) + values = values[n_items:] + return StaticPersistentTileScheduler(*(tuple(obj_list)), loc=self._loc) + + +class SingleTileLPTScheduler: + @dataclass + class Params(ParamsBase): + total_blocks: Int32 + num_splits: Int32 + num_block: Int32 + l2_minor: Int32 + num_block_divmod: FastDivmodDivisor + num_head_divmod: FastDivmodDivisor + l2_minor_divmod: FastDivmodDivisor + l2_major_divmod: FastDivmodDivisor + l2_minor_residual_divmod: FastDivmodDivisor + num_hb_quotient: Int32 + is_split_kv: cutlass.Constexpr[bool] = False + + @staticmethod + @cute.jit + def create( + args: TileSchedulerArguments, *, loc=None, ip=None + ) -> "SingleTileLPTScheduler.Params": + # cute.printf(args.num_block, args.num_head, args.num_batch, args.seqlen_k, args.headdim, args.headdim_v, args.total_q, args.tile_shape_mn, args.qhead_per_kvhead_packgqa, args.element_size) + size_one_kv_head = args.seqlen_k * (args.headdim + args.headdim_v) * args.element_size + size_one_head = size_one_kv_head + size_l2 = 50 * 1024 * 1024 # 40 MB for K & V + # Swizzle is the size of each "section". Round swizzle to a power of 2 + # Need to be careful about the case where only one head will fit + # swizzle is how many heads can fit in L2 + # swizzle = 1 if size_l2 < size_one_head else (size_l2 // size_one_head) + # Seems faster if swizzle if a power of 2 + log2_floor = lambda n: 31 - clz(n) + swizzle = 1 if size_l2 < size_one_head else (1 << log2_floor(size_l2 // size_one_head)) + # swizzle = 1 if size_l2 < size_one_head else (size_l2 // size_one_head) + # If we're in the last section (called residual), we don't want to divide by + # swizzle. Instead we want to divide by the remainder. + num_hb_quotient = (args.num_head * args.num_batch) // swizzle + num_hb_remainder = (args.num_head * args.num_batch) % swizzle + return SingleTileLPTScheduler.Params( + total_blocks=args.num_block * args.num_head * args.num_batch, + num_block=args.num_block, + l2_minor=Int32(swizzle), + num_block_divmod=FastDivmodDivisor(args.num_block), + num_head_divmod=FastDivmodDivisor(args.num_head), + l2_minor_divmod=FastDivmodDivisor(swizzle), + l2_major_divmod=FastDivmodDivisor(swizzle * args.num_block), + l2_minor_residual_divmod=FastDivmodDivisor( + max(num_hb_remainder, 1) + ), # don't divide by 0 + num_hb_quotient=Int32(num_hb_quotient), + num_splits=args.num_splits, + is_split_kv=args.is_split_kv, + ) + + def __init__(self, params: Params, tile_idx: Int32, split_idx: Int32, *, loc=None, ip=None): + self.params = params + self._tile_idx = tile_idx + self._split_idx = split_idx + self._loc = loc + self._ip = ip + + @staticmethod + def to_underlying_arguments(args: TileSchedulerArguments, *, loc=None, ip=None) -> Params: + return SingleTileLPTScheduler.Params.create(args, loc=loc, ip=ip) + + @staticmethod + @cute.jit + def create(params: Params, *, loc=None, ip=None) -> "SingleTileLPTScheduler": + tile_idx, split_idx, _ = cute.arch.block_idx() + return SingleTileLPTScheduler(params, tile_idx, split_idx, loc=loc, ip=ip) + + # called by host + @staticmethod + def get_grid_shape( + params: Params, + *, + loc=None, + ip=None, + ) -> Tuple[Int32, Int32, Int32]: + return (params.total_blocks, params.num_splits, Int32(1)) + + @cute.jit + def get_current_work(self, *, loc=None, ip=None) -> WorkTileInfo: + params = self.params + # Implement LPT scheduling coordinate calculation + bidhb, l2_mod = divmod(self._tile_idx, params.l2_major_divmod) + # If we're in the last section (called residual), we don't want to divide by + # swizzle. Instead we want to divide by the remainder. + block, bidhb_residual = 0, 0 + if bidhb < params.num_hb_quotient: + block, bidhb_residual = divmod(l2_mod, params.l2_minor_divmod) + else: + block, bidhb_residual = divmod(l2_mod, params.l2_minor_residual_divmod) + bidhb_actual = bidhb * params.l2_minor + bidhb_residual + batch_idx, head_idx = divmod(bidhb_actual, params.num_head_divmod) + # Longest-processing-time-first + block = params.num_block - 1 - block + is_valid = self._tile_idx < params.total_blocks + return WorkTileInfo( + (Int32(block), Int32(head_idx), Int32(batch_idx), Int32(self._split_idx)), is_valid + ) + + def initial_work_tile_info(self, *, loc=None, ip=None): + return self.get_current_work(loc=loc, ip=ip) + + def prefetch_next_work(self, *, loc=None, ip=None): + pass + + def advance_to_next_work(self, *, loc=None, ip=None): + # Single tile scheduler - set to invalid tile_idx to indicate no more work + self._tile_idx = self.params.total_blocks + + def __extract_mlir_values__(self): + values, self._values_pos = [], [] + for obj in [self.params, self._tile_idx, self._split_idx]: + obj_values = cutlass.extract_mlir_values(obj) + values += obj_values + self._values_pos.append(len(obj_values)) + return values + + def __new_from_mlir_values__(self, values): + obj_list = [] + for obj, n_items in zip([self.params, self._tile_idx, self._split_idx], self._values_pos): + obj_list.append(cutlass.new_from_mlir_values(obj, values[:n_items])) + values = values[n_items:] + return self.__class__(*(tuple(obj_list)), loc=self._loc) + + +class SingleTileLPTBwdScheduler: + @dataclass + class Params(ParamsBase): + total_blocks: Int32 + num_block: Int32 + l2_minor: Int32 + num_head_divmod: FastDivmodDivisor + l2_minor_divmod: FastDivmodDivisor + l2_major_divmod: FastDivmodDivisor + l2_minor_residual_divmod: FastDivmodDivisor + num_hb_quotient: Int32 + cluster_shape_mn: cutlass.Constexpr[Tuple[int, int]] = (1, 1) + spt: cutlass.Constexpr[bool] = True + + @staticmethod + @cute.jit + def create( + args: TileSchedulerArguments, *, loc=None, ip=None + ) -> "SingleTileLPTBwdScheduler.Params": + size_l2 = 50 * 1024 * 1024 + size_one_qdo_head = args.seqlen_k * (args.headdim + args.headdim_v) * args.element_size + # size_one_dqaccum_head = args.seqlen_k * (args.headdim) * 4 + size_one_dqaccum_head = 0 + size_one_head = size_one_qdo_head + size_one_dqaccum_head + log2_floor = lambda n: 31 - clz(n) + swizzle = 1 if size_l2 < size_one_head else (1 << log2_floor(size_l2 // size_one_head)) + # swizzle = 8 + # If we're in the last section (called residual), we don't want to divide by + # swizzle. Instead we want to divide by the remainder. + num_hb_quotient = (args.num_head * args.num_batch) // swizzle + num_hb_remainder = (args.num_head * args.num_batch) % swizzle + num_block = cute.ceil_div(args.num_block, args.cluster_shape_mn[0]) + return SingleTileLPTBwdScheduler.Params( + total_blocks=(num_block * args.cluster_shape_mn[0]) + * args.num_head + * args.num_batch, + num_block=num_block, + l2_minor=Int32(swizzle), + num_head_divmod=FastDivmodDivisor(args.num_head), + l2_minor_divmod=FastDivmodDivisor(swizzle), + l2_major_divmod=FastDivmodDivisor(swizzle * num_block), + l2_minor_residual_divmod=FastDivmodDivisor( + max(num_hb_remainder, 1) + ), # don't divide by 0 + num_hb_quotient=Int32(num_hb_quotient), + cluster_shape_mn=args.cluster_shape_mn, + spt=args.lpt, + ) + + def __init__(self, params: Params, tile_idx: Int32, *, loc=None, ip=None): + self.params = params + self._tile_idx = tile_idx + self._loc = loc + self._ip = ip + + @staticmethod + def to_underlying_arguments(args: TileSchedulerArguments, *, loc=None, ip=None) -> Params: + return SingleTileLPTBwdScheduler.Params.create(args, loc=loc, ip=ip) + + @staticmethod + @cute.jit + def create(params: Params, *, loc=None, ip=None) -> "SingleTileLPTBwdScheduler": + tile_idx = cute.arch.block_idx()[0] + return SingleTileLPTBwdScheduler(params, tile_idx, loc=loc, ip=ip) + + # called by host + @staticmethod + def get_grid_shape( + params: Params, + *, + loc=None, + ip=None, + ) -> Tuple[Int32, Int32, Int32]: + return (params.total_blocks, Int32(1), Int32(1)) + + @cute.jit + def get_current_work(self, *, loc=None, ip=None) -> cutlass.utils.WorkTileInfo: + cluster_idx = self._tile_idx // self.params.cluster_shape_mn[0] + params = self.params + # Implement LPT scheduling coordinate calculation + bidhb, l2_mod = divmod(cluster_idx, params.l2_major_divmod) + # If we're in the last section (called residual), we don't want to divide by + # swizzle. Instead we want to divide by the remainder. + block, bidhb_residual = 0, 0 + if bidhb < params.num_hb_quotient: + block, bidhb_residual = divmod(l2_mod, params.l2_minor_divmod) + else: + block, bidhb_residual = divmod(l2_mod, params.l2_minor_residual_divmod) + bidhb_actual = bidhb * params.l2_minor + bidhb_residual + batch_idx, head_idx = divmod(bidhb_actual, params.num_head_divmod) + is_valid = self._tile_idx < params.total_blocks + bidx_in_cluster = cute.arch.block_in_cluster_idx() + block = block * params.cluster_shape_mn[0] + bidx_in_cluster[0] + if cutlass.const_expr(params.spt): + block = params.num_block - 1 - block + return WorkTileInfo((Int32(block), Int32(head_idx), Int32(batch_idx), Int32(0)), is_valid) + + def initial_work_tile_info(self, *, loc=None, ip=None): + return self.get_current_work(loc=loc, ip=ip) + + def prefetch_next_work(self, *, loc=None, ip=None): + pass + + def advance_to_next_work(self, *, loc=None, ip=None): + # Single tile scheduler - set to invalid tile_idx to indicate no more work + self._tile_idx = self.params.total_blocks + + def __extract_mlir_values__(self): + values, self._values_pos = [], [] + for obj in [self.params, self._tile_idx]: + obj_values = cutlass.extract_mlir_values(obj) + values += obj_values + self._values_pos.append(len(obj_values)) + return values + + def __new_from_mlir_values__(self, values): + obj_list = [] + for obj, n_items in zip([self.params, self._tile_idx], self._values_pos): + obj_list.append(cutlass.new_from_mlir_values(obj, values[:n_items])) + values = values[n_items:] + return self.__class__(*(tuple(obj_list)), loc=self._loc) + + +class SingleTileVarlenScheduler: + @dataclass + class Params(ParamsBase): + num_head: Int32 + num_batch: Int32 + total_q: Int32 + num_splits: Int32 + max_kvblock_in_l2: Int32 + tile_shape_mn: cutlass.Constexpr[Tuple[int, int]] + mCuSeqlensQ: Optional[cute.Tensor] = None + mSeqUsedQ: Optional[cute.Tensor] = None + qhead_per_kvhead_packgqa: cutlass.Constexpr[int] = 1 + lpt: cutlass.Constexpr[bool] = False + is_split_kv: cutlass.Constexpr[bool] = False + head_swizzle: cutlass.Constexpr[bool] = False + + @staticmethod + @cute.jit + def create( + args: TileSchedulerArguments, *, loc=None, ip=None + ) -> "SingleTileVarlenScheduler.Params": + size_l2 = 50 * 1024 * 1024 # 50 MB for K & V + max_kvblock_in_l2 = size_l2 // ( + (args.headdim + args.headdim_v) * args.element_size * args.tile_shape_mn[1] + ) + assert args.mCuSeqlensQ is not None or args.mSeqUsedQ is not None, ( + "At least one of mCuSeqlensQ or mSeqUsedQ must be provided" + ) + return SingleTileVarlenScheduler.Params( + num_head=args.num_head, + num_batch=args.num_batch, + total_q=args.total_q, + num_splits=args.num_splits, + max_kvblock_in_l2=max_kvblock_in_l2, + tile_shape_mn=args.tile_shape_mn, + mCuSeqlensQ=args.mCuSeqlensQ, + mSeqUsedQ=args.mSeqUsedQ, + qhead_per_kvhead_packgqa=args.qhead_per_kvhead_packgqa, + lpt=args.lpt, + is_split_kv=args.is_split_kv, + head_swizzle=args.head_swizzle, + ) + + def __init__(self, params: Params, tile_idx: Int32, split_idx: Int32, *, loc=None, ip=None): + self.params = params + self._tile_idx = tile_idx + self._split_idx = split_idx + self._is_first_block = True + self._loc = loc + self._ip = ip + + @staticmethod + def to_underlying_arguments(args: TileSchedulerArguments, *, loc=None, ip=None) -> Params: + return SingleTileVarlenScheduler.Params.create(args, loc=loc, ip=ip) + + @staticmethod + def create(params: Params, *, loc=None, ip=None) -> "SingleTileVarlenScheduler": + tile_idx, split_idx, _ = cute.arch.block_idx() + return SingleTileVarlenScheduler(params, tile_idx, split_idx, loc=loc, ip=ip) + + # called by host + @staticmethod + def get_grid_shape( + params: Params, + *, + loc=None, + ip=None, + ) -> Tuple[Int32, Int32, Int32]: + total_blocks_max = ( + params.total_q + params.num_batch * (params.tile_shape_mn[0] - 1) + ) // params.tile_shape_mn[0] + return (total_blocks_max * params.num_head, params.num_splits, Int32(1)) + + @cute.jit + def _get_num_m_blocks(self, lane: Int32, bidb_start: Int32) -> Int32: + params = self.params + batch_idx = lane + bidb_start + if cutlass.const_expr(params.mSeqUsedQ is not None): + seqlen = Int32(0) + if batch_idx < params.num_batch: + seqlen = params.mSeqUsedQ[batch_idx] + else: + assert params.mCuSeqlensQ is not None + cur_cu_seqlen = Int32(0) + if batch_idx <= params.num_batch: + cur_cu_seqlen = params.mCuSeqlensQ[batch_idx] + next_cu_seqlen = cute.arch.shuffle_sync_down(cur_cu_seqlen, offset=1) + seqlen = next_cu_seqlen - cur_cu_seqlen + if cutlass.const_expr(params.qhead_per_kvhead_packgqa > 1): + seqlen *= params.qhead_per_kvhead_packgqa + return ( + cute.ceil_div(seqlen, params.tile_shape_mn[0]) + if batch_idx < params.num_batch and lane < cute.arch.WARP_SIZE - 1 + else Int32(0) + ) + + @cute.jit + def get_current_work(self, *, loc=None, ip=None) -> WorkTileInfo: + params = self.params + lane_idx = cute.arch.lane_idx() + num_m_blocks = self._get_num_m_blocks(lane_idx, bidb_start=0) + num_m_blocks_cumulative = utils.warp_prefix_sum(num_m_blocks, lane_idx) + # Total number of blocks for the next 31 batches + m_blocks_in_group = cute.arch.shuffle_sync(num_m_blocks_cumulative, cute.arch.WARP_SIZE - 1) + # Same for all lanes + group_end_tile = m_blocks_in_group * params.num_head + # if cute.arch.thread_idx()[0] == 128 + 31: cute.printf("SingleTileVarlenScheduler: tile_idx=%d, group_end_tile = %d, num_m_blocks=%d, num_m_blocks_cumulative = %d, m_blocks_in_group = %d", self._tile_idx, group_end_tile, num_m_blocks, num_m_blocks_cumulative, m_blocks_in_group) + block, head_idx, batch_idx = Int32(0), Int32(0), Int32(0) + next_tile_idx = self._tile_idx + while group_end_tile <= next_tile_idx: + batch_idx += cute.arch.WARP_SIZE - 1 + if batch_idx >= params.num_batch: + batch_idx = Int32(params.num_batch) + group_end_tile = next_tile_idx + 1 + else: + num_m_blocks = self._get_num_m_blocks(lane_idx, bidb_start=batch_idx) + num_m_blocks_cumulative = utils.warp_prefix_sum(num_m_blocks, lane_idx) + m_blocks_in_group = cute.arch.shuffle_sync( + num_m_blocks_cumulative, cute.arch.WARP_SIZE - 1 + ) + group_end_tile += m_blocks_in_group * params.num_head + is_valid = False + if batch_idx >= params.num_batch: + block, head_idx, batch_idx = Int32(0), Int32(0), Int32(params.num_batch) + else: + group_start_tile = group_end_tile - m_blocks_in_group * params.num_head + # if cute.arch.thread_idx()[0] == 128 + 31: cute.printf("SingleTileVarlenScheduler: tile_idx=%d, group_end_tile = %d, num_m_blocks=%d, batch_idx = %d", self._tile_idx, group_end_tile, num_m_blocks, batch_idx) + # The next problem to process is the first one that does not have ending tile position + # that is greater than or equal to tile index. + batch_idx_in_group = cute.arch.popc( + cute.arch.vote_ballot_sync( + group_start_tile + num_m_blocks_cumulative * params.num_head <= next_tile_idx + ) + ) + batch_idx += batch_idx_in_group + num_m_blocks_prev_lane = ( + 0 + if batch_idx_in_group == 0 + else cute.arch.shuffle_sync(num_m_blocks_cumulative, batch_idx_in_group - 1) + ) + num_m_blocks = cute.arch.shuffle_sync(num_m_blocks, batch_idx_in_group) + mh_block = next_tile_idx - group_start_tile - num_m_blocks_prev_lane * params.num_head + if cutlass.const_expr(params.lpt or params.head_swizzle): + # This is a version of the SingleTileLPTScheduler, complicated by the fact that + # the seqlen can vary per batch. + # TODO: is there any case where num_m_blocks is 0? + # TODO: by right we should read the seqlen_kv but we're assuming seqlen_q == seqlen_k here + num_n_blocks = ( + num_m_blocks + * params.tile_shape_mn[0] + // params.qhead_per_kvhead_packgqa + // params.tile_shape_mn[1] + ) + # nheads_in_l2 = min(max(self.max_kvblock_in_l2 // num_n_blocks, 1), self.num_head) + # Seems faster to have this be a power of 2 + nheads_in_l2 = ( + 16 + if num_n_blocks * 16 <= params.max_kvblock_in_l2 + else ( + 8 + if num_n_blocks * 8 <= params.max_kvblock_in_l2 + else ( + 4 + if num_n_blocks * 4 <= params.max_kvblock_in_l2 + else (2 if num_n_blocks * 2 <= params.max_kvblock_in_l2 else 1) + ) + ) + ) + nheads_in_l2 = min(nheads_in_l2, params.num_head) + mh_in_l2 = nheads_in_l2 * num_m_blocks + section_idx = mh_block // mh_in_l2 + l2_mod = mh_block - section_idx * mh_in_l2 + # Deal with tail section + nheads_in_this_section = ( + nheads_in_l2 + if nheads_in_l2 * (section_idx + 1) <= params.num_head + else params.num_head - section_idx * nheads_in_l2 + ) + block = l2_mod // nheads_in_this_section + head_idx_residual = l2_mod - block * nheads_in_this_section + head_idx = section_idx * nheads_in_l2 + head_idx_residual + if cutlass.const_expr(params.lpt): + block = num_m_blocks - 1 - block + else: + head_idx = mh_block // num_m_blocks + block = mh_block - head_idx * num_m_blocks + is_valid = self._is_first_block and batch_idx < params.num_batch + # if cute.arch.thread_idx()[0] == 128: cute.printf("SingleTileVarlenScheduler: tile_idx=%d, batch_idx=%d, head_idx=%d, block=%d, is_valid = %d", self._tile_idx, batch_idx, head_idx, block, is_valid) + split_idx = self._split_idx if const_expr(params.is_split_kv) else Int32(0) + return WorkTileInfo((Int32(block), Int32(head_idx), Int32(batch_idx), split_idx), is_valid) + + def initial_work_tile_info(self, *, loc=None, ip=None): + return self.get_current_work(loc=loc, ip=ip) + + def prefetch_next_work(self, *, loc=None, ip=None): + pass + + def advance_to_next_work(self, *, loc=None, ip=None): + # Single tile scheduler - set to invalid tile_idx to indicate no more work + self._is_first_block = False + + def __extract_mlir_values__(self): + values, self._values_pos = [], [] + for obj in [self.params, self._tile_idx, self._split_idx]: + obj_values = cutlass.extract_mlir_values(obj) + values += obj_values + self._values_pos.append(len(obj_values)) + return values + + def __new_from_mlir_values__(self, values): + obj_list = [] + for obj, n_items in zip( + [self.params, self._tile_idx, self._split_idx], + self._values_pos, + ): + obj_list.append(cutlass.new_from_mlir_values(obj, values[:n_items])) + values = values[n_items:] + return SingleTileVarlenScheduler(*(tuple(obj_list)), loc=self._loc) diff --git a/kernel/deps/flash_attn/cute/utils.py b/kernel/deps/flash_attn/cute/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..f31d85c5d4470e6d16375563d6481c15d28c3870 --- /dev/null +++ b/kernel/deps/flash_attn/cute/utils.py @@ -0,0 +1,859 @@ +# Copyright (c) 2025, Tri Dao. + +import math +import hashlib +import inspect +import re +from typing import Type, Callable, Optional, Tuple, overload +from functools import partial + +import cutlass +import cutlass.cute as cute + +from cutlass import Float32, const_expr +from cutlass.cutlass_dsl import T, dsl_user_op +from cutlass._mlir.dialects import nvvm, llvm +from cutlass.cute.runtime import from_dlpack + + +# cute.arch.{fma,mul,add}_packed_f32x2 uses RZ rounding mode by default +fma_packed_f32x2 = partial(cute.arch.fma_packed_f32x2, rnd=nvvm.RoundingModeKind.RN) +mul_packed_f32x2 = partial(cute.arch.mul_packed_f32x2, rnd=nvvm.RoundingModeKind.RN) +add_packed_f32x2 = partial(cute.arch.add_packed_f32x2, rnd=nvvm.RoundingModeKind.RN) +sub_packed_f32x2 = partial( + cute.arch.calc_packed_f32x2_op, + src_c=None, + calc_func=nvvm.sub_packed_f32x2, + rnd=nvvm.RoundingModeKind.RN, +) + + +def hash_callable(func: Callable, set_cute_hash=True) -> str: + """Hash a callable based on the source code or bytecode and closure values. + + Fast-path: if the callable (or its __wrapped__ base) has a ``__cute_hash__`` + attribute, that value is returned immediately. Code-generation backends such + as Inductor can set this attribute to avoid expensive runtime hashing. + + set_cute_hash: whether or not to set func.__cute_hash__ if not present + """ + if hasattr(func, "__cute_hash__"): + return func.__cute_hash__ + + # Unwrap decorated functions (e.g., cute.jit wrappers). + if hasattr(func, "__wrapped__"): + base_func = func.__wrapped__ + if hasattr(base_func, "__cute_hash__"): + return base_func.__cute_hash__ + func = base_func + + try: + data = inspect.getsource(func).encode() + except (OSError, TypeError): + if hasattr(func, "__code__") and func.__code__ is not None: + data = func.__code__.co_code + else: + data = repr(func).encode() + + hasher = hashlib.sha256(data) + + if hasattr(func, "__closure__") and func.__closure__ is not None: + for idx, cell in enumerate(func.__closure__): + cell_value = cell.cell_contents + hasher.update(repr(cell_value).encode()) + + hash = hasher.hexdigest() + + if set_cute_hash: + func.__cute_hash__ = hash + + return hash + + +def create_softcap_scoremod(softcap_val): + inv_softcap = 1.0 / softcap_val + + @cute.jit + def scoremod_premask_fn(acc_S_SSA, batch_idx, head_idx, q_idx, kv_idx, aux_tensors): + scores = acc_S_SSA * inv_softcap + return scores * cute.math.tanh(scores, fastmath=True) + + return scoremod_premask_fn + + +def convert_from_dlpack(x, leading_dim, alignment=16, divisibility=1) -> cute.Tensor: + return ( + from_dlpack(x, assumed_align=alignment) + .mark_layout_dynamic(leading_dim=leading_dim) + .mark_compact_shape_dynamic( + mode=leading_dim, stride_order=x.dim_order(), divisibility=divisibility + ) + ) + + +def convert_from_dlpack_leading_static( + x, leading_dim, alignment=16, static_modes=None, stride_order=None +) -> cute.Tensor: + if stride_order is None: + stride_order = x.dim_order() + x_ = from_dlpack(x, assumed_align=alignment) + for i in range(x.ndim): + if i != leading_dim and (static_modes is None or i not in static_modes): + x_ = x_.mark_compact_shape_dynamic(mode=i, stride_order=stride_order) + return x_ + + +def make_tiled_copy_A( + copy_atom: cute.CopyAtom, tiled_mma: cute.TiledMma, swapAB: cutlass.Constexpr[bool] = False +) -> cute.TiledCopy: + if const_expr(swapAB): + return cute.make_tiled_copy_B(copy_atom, tiled_mma) + else: + return cute.make_tiled_copy_A(copy_atom, tiled_mma) + + +def make_tiled_copy_B( + copy_atom: cute.CopyAtom, tiled_mma: cute.TiledMma, swapAB: cutlass.Constexpr[bool] = False +) -> cute.TiledCopy: + if const_expr(swapAB): + return cute.make_tiled_copy_A(copy_atom, tiled_mma) + else: + return cute.make_tiled_copy_B(copy_atom, tiled_mma) + + +def mma_make_fragment_A( + smem: cute.Tensor, thr_mma: cute.core.ThrMma, swapAB: cutlass.Constexpr[bool] = False +) -> cute.Tensor: + if const_expr(swapAB): + return mma_make_fragment_B(smem, thr_mma) + else: + return thr_mma.make_fragment_A(thr_mma.partition_A(smem)) + + +def mma_make_fragment_B( + smem: cute.Tensor, thr_mma: cute.core.ThrMma, swapAB: cutlass.Constexpr[bool] = False +) -> cute.Tensor: + if const_expr(swapAB): + return mma_make_fragment_A(smem, thr_mma) + else: + return thr_mma.make_fragment_B(thr_mma.partition_B(smem)) + + +def get_smem_store_atom( + arch: cutlass.Constexpr[int], element_type: Type[cute.Numeric], transpose: bool = False +) -> cute.CopyAtom: + if const_expr(arch < 90 or element_type.width != 16): + return cute.make_copy_atom( + cute.nvgpu.CopyUniversalOp(), + element_type, + num_bits_per_copy=2 * element_type.width, + ) + else: + return cute.make_copy_atom( + cute.nvgpu.warp.StMatrix8x8x16bOp(transpose=transpose, num_matrices=4), + element_type, + ) + + +@cute.jit +def warp_reduce( + val: cute.TensorSSA | cute.Numeric, + op: Callable, + width: cutlass.Constexpr[int] = cute.arch.WARP_SIZE, +) -> cute.TensorSSA | cute.Numeric: + if const_expr(isinstance(val, cute.TensorSSA)): + res = cute.make_fragment(val.shape, val.dtype) + res.store(val) + for i in cutlass.range_constexpr(cute.size(val.shape)): + res[i] = warp_reduce(res[i], op, width) + return res.load() + else: + for i in cutlass.range_constexpr(int(math.log2(width))): + val = op(val, cute.arch.shuffle_sync_bfly(val, offset=1 << i)) + return val + + +def convert_layout_acc_mn(acc_layout: cute.Layout, transpose: bool = False) -> cute.Layout: + """ + For Sm80, convert ((2, 2), MMA_M, MMA_N, ...) to ((2, MMA_M), (2, MMA_N), ...). + For Sm90, convert ((2, 2, V), MMA_M, MMA_N, ...) to ((2, MMA_M), (2, V, MMA_N), ...). + """ + acc_layout_col_major = cute.make_layout(acc_layout.shape) + shape = ( + (acc_layout_col_major.shape[0][1], acc_layout_col_major.shape[1]), # MMA_M + ( + acc_layout_col_major.shape[0][0], + *acc_layout_col_major.shape[0][2:], + acc_layout_col_major.shape[2], + ), # MMA_N + *acc_layout_col_major.shape[3:], + ) + stride = ( + (acc_layout_col_major.stride[0][1], acc_layout_col_major.stride[1]), # MMA_M + ( + acc_layout_col_major.stride[0][0], + *acc_layout_col_major.stride[0][2:], + acc_layout_col_major.stride[2], + ), # MMA_N + *acc_layout_col_major.stride[3:], + ) + if const_expr(transpose): + shape = (shape[1], shape[0], *shape[2:]) + stride = (stride[1], stride[0], *stride[2:]) + acc_layout_mn = cute.make_layout(shape, stride=stride) + return cute.composition(acc_layout, acc_layout_mn) + + +def make_acc_tensor_mn_view(acc: cute.Tensor, transpose: bool = False) -> cute.Tensor: + return cute.make_tensor(acc.iterator, convert_layout_acc_mn(acc.layout, transpose=transpose)) + + +@cute.jit +def convert_layout_acc_frgA(acc_layout: cute.Layout) -> cute.Layout: + # For back to back gemm, convert layout of acc0 to gemm 1 accept layout. + # For Sm80, as the mma instruction shape is 16x8x16, we need to convert from (4, MMA_M, MMA_N) to ((4, 2), MMA_M, MMA_N / 2) + # For Sm90, FP16/BF16, convert acc_layout from ((2, 2, N / 8), MMA_M, MMA_N) to ((2, 2, 2), MMA_M, (N / 16, MMA_N)) + # TODO: Sm90 FP8 + if const_expr(cute.rank(acc_layout.shape[0]) == 3): # Sm90 + l = cute.logical_divide( + acc_layout, ((None, None, 2), None, None) + ) # ((2, 2, (2, N / 16)), MMA_M, MMA_N) + rA_mma_view = cute.make_layout( + ( + (l.shape[0][0], l.shape[0][1], l.shape[0][2][0]), + l.shape[1], + (l.shape[0][2][1], l.shape[2]), + ), + stride=( + (l.stride[0][0], l.stride[0][1], l.stride[0][2][0]), + l.stride[1], + (l.stride[0][2][1], l.stride[2]), + ), + ) + else: # Sm80 + # (4, MMA_M, MMA_N) -> (4, MMA_M, (2, MMA_N / 2)) + l = cute.logical_divide(acc_layout, (None, None, 2)) + rA_mma_view = cute.make_layout( + ( + (l.shape[0], l.shape[2][0]), + l.shape[1], + l.shape[2][1], + ), + stride=( + (l.stride[0], l.stride[2][0]), + l.stride[1], + l.stride[2][1], + ), + ) + return rA_mma_view + + +def make_acc_tensor_frgA_view(acc: cute.Tensor) -> cute.Tensor: + return cute.make_tensor(acc.iterator, convert_layout_acc_frgA(acc.layout)) + + +def select(a: cute.Tensor, mode: list[int]) -> cute.Tensor: + return cute.make_tensor(a.iterator, cute.select(a.layout, mode)) + + +def transpose_view(a: cute.Tensor) -> cute.Tensor: + """Transpose the first two dimensions of a tensor on smem.""" + shape = (a.shape[1], a.shape[0], *a.shape[2:]) + order = (1, 0, *range(2, cute.rank(a))) + return cute.composition(a, cute.make_ordered_layout(shape, order=order)) + # stride = (a.layout.stride[1], a.layout.stride[0], *a.layout.stride[2:]) + # return cute.make_tensor(a.iterator, cute.make_layout(shape, stride=stride)) + + +def parse_swizzle_from_pointer(ptr: cute.Pointer) -> cute.Swizzle: + """Extract swizzle parameters from a pointer's swizzle_type. + + The swizzle_type string has the form '!cute.swizzle<"S">' where + b, m, s are the swizzle parameters (bits, base, shift). + + Returns: + A cute.Swizzle object constructed from the extracted parameters + + Raises: + ValueError: If the swizzle_type string cannot be parsed + """ + # Ideally there should be a better API to get swizzle parameters, but we'll just parse + # the string here. + swizzle_str = str(ptr.type.swizzle_type) + # Extract the inner part "S" + match = re.search(r"S<(\d+),(\d+),(\d+)>", swizzle_str) + if match: + b, m, s = int(match.group(1)), int(match.group(2)), int(match.group(3)) + return cute.make_swizzle(b, m, s) + else: + raise ValueError(f"Could not parse swizzle_type: {swizzle_str}") + + +@cute.jit +def exp2f(x: cute.TensorSSA | Float32) -> cute.TensorSSA | Float32: + """exp2f calculation for both vector and scalar. + :param x: input value + :type x: cute.TensorSSA or Float32 + :return: exp2 value + :rtype: cute.TensorSSA or Float32 + """ + if const_expr(isinstance(x, cute.TensorSSA)): + res = cute.make_fragment(x.shape, Float32) + res.store(x) + for i in cutlass.range_constexpr(cute.size(x.shape)): + res[i] = cute.arch.exp2(res[i]) + return res.load() + else: + return cute.arch.exp2(x) + + +@dsl_user_op +def log2f(a: float | Float32, *, loc=None, ip=None) -> Float32: + return Float32( + llvm.inline_asm( + T.f32(), + [Float32(a).ir_value(loc=loc, ip=ip)], + "lg2.approx.ftz.f32 $0, $1;", + "=f,f", + has_side_effects=False, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + ) + + +@dsl_user_op +def logf(a: float | Float32, *, loc=None, ip=None) -> Float32: + return log2f(a, loc=loc, ip=ip) * math.log(2.0) + + +@dsl_user_op +def fmax( + a: float | Float32, b: float | Float32, c: float | Float32 | None = None, *, loc=None, ip=None +) -> Float32: + return Float32( + nvvm.fmax( + T.f32(), + Float32(a).ir_value(loc=loc, ip=ip), + Float32(b).ir_value(loc=loc, ip=ip), + c=Float32(c).ir_value(loc=loc, ip=ip) if c is not None else None, + loc=loc, + ip=ip, + ) + ) + + +@cute.jit +def fmax_reduce( + x: cute.TensorSSA, init_val: float | Float32 | None = None, arch: cutlass.Constexpr[int] = 80 +) -> Float32: + if const_expr(arch < 100 or cute.size(x.shape) % 8 != 0): + # if const_expr(init_val is None): + # init_val = -cutlass.Float32.if + # return x.reduce(cute.ReductionOp.MAX, init_val, 0) + res = cute.make_fragment(x.shape, Float32) + res.store(x) + # local_max = [res[0], res[1]] + # for i in cutlass.range_constexpr(2, cute.size(x.shape), 2): + # local_max[0] = fmax(local_max[0], res[i + 0]) + # local_max[1] = fmax(local_max[1], res[i + 1]) + # local_max[0] = fmax(local_max[0], local_max[1]) + # return local_max[0] if const_expr(init_val is None) else fmax(local_max[0], init_val) + local_max = [res[0], res[1], res[2], res[3]] + for i in cutlass.range_constexpr(4, cute.size(x.shape), 4): + local_max[0] = fmax(local_max[0], res[i + 0]) + local_max[1] = fmax(local_max[1], res[i + 1]) + local_max[2] = fmax(local_max[2], res[i + 2]) + local_max[3] = fmax(local_max[3], res[i + 3]) + local_max[0] = fmax(local_max[0], local_max[1]) + local_max[2] = fmax(local_max[2], local_max[3]) + local_max[0] = fmax(local_max[0], local_max[2]) + return local_max[0] if const_expr(init_val is None) else fmax(local_max[0], init_val) + else: + # [2025-06-15] x.reduce only seems to use 50% 3-input max and 50% 2-input max + # We instead force the 3-input max. + res = cute.make_fragment(x.shape, Float32) + res.store(x) + local_max_0 = ( + fmax(init_val, res[0], res[1]) + if const_expr(init_val is not None) + else fmax(res[0], res[1]) + ) + local_max = [ + local_max_0, + fmax(res[2], res[3]), + fmax(res[4], res[5]), + fmax(res[6], res[7]), + ] + for i in cutlass.range_constexpr(8, cute.size(x.shape), 8): + local_max[0] = fmax(local_max[0], res[i], res[i + 1]) + local_max[1] = fmax(local_max[1], res[i + 2], res[i + 3]) + local_max[2] = fmax(local_max[2], res[i + 4], res[i + 5]) + local_max[3] = fmax(local_max[3], res[i + 6], res[i + 7]) + local_max[0] = fmax(local_max[0], local_max[1]) + return fmax(local_max[0], local_max[2], local_max[3]) + + +@cute.jit +def fadd_reduce( + x: cute.TensorSSA, init_val: float | Float32 | None = None, arch: cutlass.Constexpr[int] = 80 +) -> Float32: + if const_expr(arch < 100 or cute.size(x.shape) % 8 != 0): + if const_expr(init_val is None): + init_val = Float32.zero + return x.reduce(cute.ReductionOp.ADD, init_val, 0) + # res = cute.make_fragment(x.shape, Float32) + # res.store(x) + # local_sum = [res[0], res[1], res[2], res[3]] + # for i in cutlass.range_constexpr(4, cute.size(x.shape), 4): + # local_sum[0] += res[i + 0] + # local_sum[1] += res[i + 1] + # local_sum[2] += res[i + 2] + # local_sum[3] += res[i + 3] + # local_sum[0] += local_sum[1] + # local_sum[2] += local_sum[3] + # local_sum[0] += local_sum[2] + # return local_sum[0] if const_expr(init_val is None) else local_sum[0] + init_val + else: + res = cute.make_fragment(x.shape, Float32) + res.store(x) + local_sum_0 = ( + add_packed_f32x2((init_val, 0.0), (res[0], res[1])) + # add_packed_f32x2((init_val / 2, init_val / 2), (res[0], res[1])) + if const_expr(init_val is not None) + else (res[0], res[1]) + ) + local_sum = [local_sum_0, (res[2], res[3]), (res[4], res[5]), (res[6], res[7])] + for i in cutlass.range_constexpr(8, cute.size(x.shape), 8): + local_sum[0] = add_packed_f32x2(local_sum[0], (res[i + 0], res[i + 1])) + local_sum[1] = add_packed_f32x2(local_sum[1], (res[i + 2], res[i + 3])) + local_sum[2] = add_packed_f32x2(local_sum[2], (res[i + 4], res[i + 5])) + local_sum[3] = add_packed_f32x2(local_sum[3], (res[i + 6], res[i + 7])) + local_sum[0] = add_packed_f32x2(local_sum[0], local_sum[1]) + local_sum[2] = add_packed_f32x2(local_sum[2], local_sum[3]) + local_sum[0] = add_packed_f32x2(local_sum[0], local_sum[2]) + return local_sum[0][0] + local_sum[0][1] + + +@dsl_user_op +def atomic_add_fp32(a: float | Float32, gmem_ptr: cute.Pointer, *, loc=None, ip=None) -> None: + # gmem_ptr_i64 = gmem_ptr.toint(loc=loc, ip=ip).ir_value() + # # cache_hint = cutlass.Int64(0x12F0000000000000) + # llvm.inline_asm( + # None, + # [gmem_ptr_i64, Float32(a).ir_value(loc=loc, ip=ip)], + # # [gmem_ptr_i64, Float32(a).ir_value(loc=loc, ip=ip), cache_hint.ir_value()], + # "red.global.add.f32 [$0], $1;", + # # "red.global.add.L2::cache_hint.f32 [$0], $1, 0x12F0000000000000;", + # # "red.global.add.L2::cache_hint.f32 [$0], $1, $2;", + # "l,f", + # # "l,f,l", + # has_side_effects=True, + # is_align_stack=False, + # asm_dialect=llvm.AsmDialect.AD_ATT, + # ) + nvvm.atomicrmw( + res=T.f32(), op=nvvm.AtomicOpKind.FADD, ptr=gmem_ptr.llvm_ptr, a=Float32(a).ir_value() + ) + + +@dsl_user_op +def elem_pointer(x: cute.Tensor, coord: cute.Coord, *, loc=None, ip=None) -> cute.Pointer: + return x.iterator + cute.crd2idx(coord, x.layout, loc=loc, ip=ip) + + +@dsl_user_op +def elem_pointer_i64(x: cute.Tensor, coord: cute.Coord, *, loc=None, ip=None) -> cute.Pointer: + flat_coord_i64 = tuple(cutlass.Int64(c) for c in cute.flatten(coord)) + flat_stride = cute.flatten_to_tuple(x.stride) + assert len(flat_coord_i64) == len(flat_stride), ( + "Coordinate and stride must have the same length" + ) + offset = sum(c * s for c, s in zip(flat_coord_i64, flat_stride)) + # HACK: we assume that applying the offset does not change the pointer alignment + byte_offset = offset * x.element_type.width // 8 + return cute.make_ptr( + x.element_type, + x.iterator.toint() + byte_offset, + x.memspace, + assumed_align=x.iterator.alignment, + ) + + +@cute.jit +def predicate_k(tAcA: cute.Tensor, limit: cutlass.Int32) -> cute.Tensor: + # Only compute predicates for the "k" dimension. For the mn dimension, we will use "if" + tApA = cute.make_fragment( + cute.make_layout( + (cute.size(tAcA, mode=[0, 1]), cute.size(tAcA, mode=[1]), cute.size(tAcA, mode=[2])), + stride=(cute.size(tAcA, mode=[2]), 0, 1), + ), + cutlass.Boolean, + ) + for rest_v in cutlass.range_constexpr(tApA.shape[0]): + for rest_k in cutlass.range_constexpr(tApA.shape[2]): + tApA[rest_v, 0, rest_k] = cute.elem_less(tAcA[(0, rest_v), 0, rest_k][1], limit) + return tApA + + +def canonical_warp_group_idx(sync: bool = True) -> cutlass.Int32: + warp_group_idx = cute.arch.thread_idx()[0] // 128 + if const_expr(sync): + warp_group_idx = cute.arch.make_warp_uniform(warp_group_idx) + return warp_group_idx + + +# @dsl_user_op +# def warp_vote_any_lt(a: float | Float32, b: float | Float32, *, loc=None, ip=None) -> cutlass.Boolean: +# mask = cutlass.Int32(-1) +# return cutlass.Boolean( +# llvm.inline_asm( +# T.i32(), +# [Float32(a).ir_value(loc=loc, ip=ip), Float32(b).ir_value(loc=loc, ip=ip), mask.ir_value(loc=loc, ip=ip)], +# ".pred p1, p2;\n" +# "setp.lt.f32 p1, $1, $2;\n" +# "vote.sync.any.pred p2, p1, $3;\n" +# "selp.u32 $0, 1, 0, p2;", +# # "selp.u32 $0, 1, 0, p1;", +# "=r,f,f,r", +# has_side_effects=False, +# is_align_stack=False, +# asm_dialect=llvm.AsmDialect.AD_ATT, +# ) +# ) + + +@cute.jit +def shuffle_sync( + value: cute.Numeric, + offset: cute.typing.Int, + width: cutlass.Constexpr[int] = cute.arch.WARP_SIZE, +) -> cute.Numeric: + assert value.width % 32 == 0, "value type must be a multiple of 32 bits" + # 1 -> 0b11111, 2 -> 0b11110, 4 -> 0b11100, 8 -> 0b11000, 16 -> 0b10000, 32 -> 0b00000 + mask = cute.arch.WARP_SIZE - width + clamp = cute.arch.WARP_SIZE - 1 + mask_and_clamp = mask << 8 | clamp + # important: need stride 1 and not 0 for recast_tensor to work + val = cute.make_rmem_tensor(cute.make_layout((1,), stride=(1,)), type(value)) + val[0] = value + val_i32 = cute.recast_tensor(val, cutlass.Int32) + for i in cutlass.range_constexpr(cute.size(val_i32)): + val_i32[i] = cute.arch.shuffle_sync(val_i32[i], offset, mask_and_clamp=mask_and_clamp) + return val[0] + + +@dsl_user_op +def shr_u32(val: cutlass.Uint32, shift: cutlass.Uint32, *, loc=None, ip=None) -> cutlass.Uint32: + return cutlass.Uint32( + llvm.inline_asm( + T.i32(), + [ + cutlass.Uint32(val).ir_value(loc=loc, ip=ip), + cutlass.Uint32(shift).ir_value(loc=loc, ip=ip), + ], + "shr.s32 $0, $1, $2;", + "=r,r,r", + has_side_effects=False, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + ) + + +@cute.jit +def warp_prefix_sum(val: cutlass.Int32, lane: Optional[cutlass.Int32] = None) -> cutlass.Int32: + if const_expr(lane is None): + lane = cute.arch.lane_idx() + # if cute.arch.thread_idx()[0] >= 128 and cute.arch.thread_idx()[0] < 128 + 32 and cute.arch.block_idx()[0] == 0: cute.printf("tidx = %d, val = %d", cute.arch.thread_idx()[0] % 32, val) + for i in cutlass.range_constexpr(int(math.log2(cute.arch.WARP_SIZE))): + offset = 1 << i + # Very important that we set mask_and_clamp to 0 + partial_sum = cute.arch.shuffle_sync_up(val, offset=offset, mask_and_clamp=0) + if lane >= offset: + val += partial_sum + # if cute.arch.thread_idx()[0] >= 128 and cute.arch.thread_idx()[0] < 128 + 32 and cute.arch.block_idx()[0] == 0: cute.printf("tidx = %d, partial_sum = %d, val = %d", cute.arch.thread_idx()[0] % 32, partial_sum, val) + return val + + +@dsl_user_op +def cvt_f16x2_f32( + a: float | Float32, b: float | Float32, to_dtype: Type, *, loc=None, ip=None +) -> cutlass.Int32: + assert to_dtype in [cutlass.BFloat16, cutlass.Float16], "to_dtype must be BFloat16 or Float16" + return cutlass.Int32( + llvm.inline_asm( + T.i32(), + [Float32(a).ir_value(loc=loc, ip=ip), Float32(b).ir_value(loc=loc, ip=ip)], + f"cvt.rn.{'bf16x2' if to_dtype is cutlass.BFloat16 else 'f16x2'}.f32 $0, $2, $1;", + "=r,f,f", + has_side_effects=False, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + ) + + +@overload +def cvt_f16(src: cute.Tensor, dst: cute.Tensor) -> None: ... + + +@overload +def cvt_f16(src: cute.Tensor, dtype: Type[cute.Numeric]) -> cute.Tensor: ... + + +@cute.jit +def cvt_f16(src: cute.Tensor, dst_or_dtype): + """Convert Float32 tensor to Float16/BFloat16. + + Args: + src: Source tensor with Float32 element type + dst_or_dtype: Either a destination tensor or a dtype (Float16/BFloat16) + + Returns: + None if dst is a tensor, or a new tensor if dtype is provided + """ + if const_expr(isinstance(dst_or_dtype, type)): + # dtype variant: create new tensor and call the tensor variant + dtype = dst_or_dtype + dst = cute.make_fragment(src.shape, dtype) + cvt_f16(src, dst) + return dst + else: + # tensor variant: write to dst + dst = dst_or_dtype + assert cute.size(dst.shape) == cute.size(src.shape), "dst and src must have the same size" + assert cute.size(src.shape) % 2 == 0, "src must have an even number of elements" + assert dst.element_type in [cutlass.BFloat16, cutlass.Float16], ( + "dst must be BFloat16 or Float16" + ) + assert src.element_type is Float32, "src must be Float32" + dst_i32 = cute.recast_tensor(dst, cutlass.Int32) + assert cute.size(dst_i32.shape) * 2 == cute.size(src.shape) + for i in cutlass.range_constexpr(cute.size(dst_i32)): + dst_i32[i] = cvt_f16x2_f32(src[2 * i], src[2 * i + 1], dst.element_type) + + +@dsl_user_op +@cute.jit +def evaluate_polynomial(x: Float32, poly: Tuple[Float32, ...], *, loc=None, ip=None) -> Float32: + deg = len(poly) - 1 + out = poly[deg] + for i in cutlass.range_constexpr(deg - 1, -1, -1): + out = out * x + poly[i] + return out + + +@dsl_user_op +@cute.jit +def evaluate_polynomial_2( + x: Float32, y: Float32, poly: Tuple[Float32, ...], *, loc=None, ip=None +) -> Tuple[Float32, Float32]: + deg = len(poly) - 1 + out = (poly[deg], poly[deg]) + for i in cutlass.range_constexpr(deg - 1, -1, -1): + out = fma_packed_f32x2(out, (x, y), (poly[i], poly[i])) + return out + + +@dsl_user_op +def add_round_down(x: float | Float32, y: float | Float32, *, loc=None, ip=None) -> Float32: + # There's probably a way to call llvm or nvvm to do this instead of ptx + return cutlass.Float32( + llvm.inline_asm( + T.f32(), + [Float32(x).ir_value(loc=loc, ip=ip), Float32(y).ir_value(loc=loc, ip=ip)], + "add.rm.ftz.f32 $0, $1, $2;", + "=f,f,f", + has_side_effects=False, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + ) + + +@dsl_user_op +def combine_int_frac_ex2(x_rounded: Float32, frac_ex2: Float32, *, loc=None, ip=None) -> Float32: + return cutlass.Float32( + llvm.inline_asm( + T.f32(), + [ + Float32(x_rounded).ir_value(loc=loc, ip=ip), + Float32(frac_ex2).ir_value(loc=loc, ip=ip), + ], + "{\n\t" + ".reg .s32 x_rounded_i, frac_ex_i, x_rounded_e, out_i;\n\t" + "mov.b32 x_rounded_i, $1;\n\t" + "mov.b32 frac_ex_i, $2;\n\t" + "shl.b32 x_rounded_e, x_rounded_i, 23;\n\t" + # add.u32 generates IMAD instruction and add.s32 generates LEA instruction + # IMAD uses the FMA pipeline and LEA uses the ALU pipeline, afaik + "add.s32 out_i, x_rounded_e, frac_ex_i;\n\t" + "mov.b32 $0, out_i;\n\t" + "}\n", + "=f,f,f", + has_side_effects=False, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + ) + + +@dsl_user_op +def ex2_emulation(x: Float32, *, loc=None, ip=None) -> Float32: + # We assume x <= 127.0 + poly_ex2_deg3 = ( + 1.0, + 0.695146143436431884765625, + 0.227564394474029541015625, + 0.077119089663028717041015625, + ) + fp32_round_int = float(2**23 + 2**22) + x_clamped = cute.arch.fmax(x, -127.0) + # We want to round down here, so that the fractional part is in [0, 1) + x_rounded = add_round_down(x_clamped, fp32_round_int, loc=loc, ip=ip) + # The integer floor of x is now in the last 8 bits of x_rounded + # We assume the next 2 ops round to nearest even. The rounding mode is important. + x_rounded_back = x_rounded - fp32_round_int + x_frac = x_clamped - x_rounded_back + x_frac_ex2 = evaluate_polynomial(x_frac, poly_ex2_deg3, loc=loc, ip=ip) + return combine_int_frac_ex2(x_rounded, x_frac_ex2, loc=loc, ip=ip) + + +# TODO: check that the ex2_emulation_2 produces the same SASS as the ptx version +@dsl_user_op +def ex2_emulation_2(x: Float32, y: Float32, *, loc=None, ip=None) -> Tuple[Float32, Float32]: + # We assume x <= 127.0 and y <= 127.0 + poly_ex2_deg3 = ( + 1.0, + 0.695146143436431884765625, + 0.227564394474029541015625, + 0.077119089663028717041015625, + ) + fp32_round_int = float(2**23 + 2**22) + xy_clamped = (cute.arch.fmax(x, -127.0), cute.arch.fmax(y, -127.0)) + # We want to round down here, so that the fractional part is in [0, 1) + xy_rounded = cute.arch.add_packed_f32x2( + xy_clamped, (fp32_round_int, fp32_round_int), rnd=nvvm.RoundingModeKind.RM + ) + # The integer floor of x & y are now in the last 8 bits of xy_rounded + # We want the next 2 ops to round to nearest even. The rounding mode is important. + xy_rounded_back = sub_packed_f32x2(xy_rounded, (fp32_round_int, fp32_round_int)) + xy_frac = sub_packed_f32x2(xy_clamped, xy_rounded_back) + xy_frac_ex2 = evaluate_polynomial_2(*xy_frac, poly_ex2_deg3, loc=loc, ip=ip) + x_out = combine_int_frac_ex2(xy_rounded[0], xy_frac_ex2[0], loc=loc, ip=ip) + y_out = combine_int_frac_ex2(xy_rounded[1], xy_frac_ex2[1], loc=loc, ip=ip) + return x_out, y_out + + +@dsl_user_op +def e2e_asm2(x: Float32, y: Float32, *, loc=None, ip=None) -> Tuple[Float32, Float32]: + out_f32x2 = llvm.inline_asm( + llvm.StructType.get_literal([T.f32(), T.f32()]), + [Float32(x).ir_value(loc=loc, ip=ip), Float32(y, loc=loc, ip=ip).ir_value()], + "{\n\t" + ".reg .f32 f1, f2, f3, f4, f5, f6, f7;\n\t" + ".reg .b64 l1, l2, l3, l4, l5, l6, l7, l8, l9, l10;\n\t" + ".reg .s32 r1, r2, r3, r4, r5, r6, r7, r8;\n\t" + "max.ftz.f32 f1, $2, 0fC2FE0000;\n\t" + "max.ftz.f32 f2, $3, 0fC2FE0000;\n\t" + "mov.b64 l1, {f1, f2};\n\t" + "mov.f32 f3, 0f4B400000;\n\t" + "mov.b64 l2, {f3, f3};\n\t" + "add.rm.ftz.f32x2 l7, l1, l2;\n\t" + "sub.rn.ftz.f32x2 l8, l7, l2;\n\t" + "sub.rn.ftz.f32x2 l9, l1, l8;\n\t" + "mov.f32 f7, 0f3D9DF09D;\n\t" + "mov.b64 l6, {f7, f7};\n\t" + "mov.f32 f6, 0f3E6906A4;\n\t" + "mov.b64 l5, {f6, f6};\n\t" + "mov.f32 f5, 0f3F31F519;\n\t" + "mov.b64 l4, {f5, f5};\n\t" + "mov.f32 f4, 0f3F800000;\n\t" + "mov.b64 l3, {f4, f4};\n\t" + "fma.rn.ftz.f32x2 l10, l9, l6, l5;\n\t" + "fma.rn.ftz.f32x2 l10, l10, l9, l4;\n\t" + "fma.rn.ftz.f32x2 l10, l10, l9, l3;\n\t" + "mov.b64 {r1, r2}, l7;\n\t" + "mov.b64 {r3, r4}, l10;\n\t" + "shl.b32 r5, r1, 23;\n\t" + "add.s32 r7, r5, r3;\n\t" + "shl.b32 r6, r2, 23;\n\t" + "add.s32 r8, r6, r4;\n\t" + "mov.b32 $0, r7;\n\t" + "mov.b32 $1, r8;\n\t" + "}\n", + "=r,=r,f,f", + has_side_effects=False, + is_align_stack=False, + asm_dialect=llvm.AsmDialect.AD_ATT, + ) + out0 = Float32(llvm.extractvalue(T.f32(), out_f32x2, [0], loc=loc, ip=ip)) + out1 = Float32(llvm.extractvalue(T.f32(), out_f32x2, [1], loc=loc, ip=ip)) + return out0, out1 + + +@dsl_user_op +def domain_offset_aligned( + coord: cute.Coord, tensor: cute.Tensor, *, loc=None, ip=None +) -> cute.Tensor: + assert isinstance(tensor.iterator, cute.Pointer) + # We assume that applying the offset does not change the pointer alignment + new_ptr = cute.make_ptr( + tensor.element_type, + elem_pointer(tensor, coord).toint(), + tensor.memspace, + assumed_align=tensor.iterator.alignment, + ) + return cute.make_tensor(new_ptr, tensor.layout) + + +@dsl_user_op +def domain_offset_i64(coord: cute.Coord, tensor: cute.Tensor, *, loc=None, ip=None) -> cute.Tensor: + flat_coord_i64 = tuple(cutlass.Int64(c) for c in cute.flatten(coord)) + flat_stride = cute.flatten_to_tuple(tensor.stride) + assert len(flat_coord_i64) == len(flat_stride), ( + "Coordinate and stride must have the same length" + ) + offset = sum(c * s for c, s in zip(flat_coord_i64, flat_stride)) + assert isinstance(tensor.iterator, cute.Pointer) + # HACK: we assume that applying the offset does not change the pointer alignment + new_ptr = cute.make_ptr( + tensor.element_type, + tensor.iterator.toint() + offset * tensor.element_type.width // 8, + tensor.memspace, + assumed_align=tensor.iterator.max_alignment, + ) + return cute.make_tensor(new_ptr, tensor.layout) + + +@dsl_user_op +def coord_offset_i64( + tensor: cute.Tensor, idx: cute.typing.Int, dim: int, *, loc=None, ip=None +) -> cute.Tensor: + offset = cutlass.Int64(idx) * cute.size(tensor.stride[dim]) + assert isinstance(tensor.iterator, cute.Pointer) + # HACK: we assume that applying the offset does not change the pointer alignment + new_ptr = cute.make_ptr( + tensor.element_type, + tensor.iterator.toint() + offset * tensor.element_type.width // 8, + tensor.memspace, + assumed_align=tensor.iterator.max_alignment, + ) + new_layout = cute.slice_( + tensor.layout, (*[None] * dim, 0, *[None] * (cute.rank(tensor) - dim - 1)) + ) + return cute.make_tensor(new_ptr, new_layout) + + +@cute.jit +def scalar_to_ssa(a: cute.Numeric, dtype) -> cute.TensorSSA: + """Convert a scalar to a cute TensorSSA of shape (1,) and given dtype""" + vec = cute.make_fragment(1, dtype) + vec[0] = a + return vec.load() + + +def ssa_to_scalar(val): + """Could inline but nice for reflecting the above api""" + return val[0] diff --git a/kernel/ksa_attn/__init__.py b/kernel/ksa_attn/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..2941ca34f33f80b8ab832ba49b85102d7d7344e9 --- /dev/null +++ b/kernel/ksa_attn/__init__.py @@ -0,0 +1,7 @@ +"""KSA V2 inference kernels.""" +from .interface import ( + hierarchical_summary_attn_func, + summary_attn_func, + summary_block_sparse_attn_func, +) +from .indexer_scorer import fused_indexer_candidate_scores diff --git a/kernel/ksa_attn/indexer_scorer.py b/kernel/ksa_attn/indexer_scorer.py new file mode 100644 index 0000000000000000000000000000000000000000..36885c4c8eb6245cdd991b222bc4f23b5adfb24d --- /dev/null +++ b/kernel/ksa_attn/indexer_scorer.py @@ -0,0 +1,220 @@ +"""Fused no-grad candidate scorer for the S-KSA Lightning indexer. + +The hard routing path only consumes the final ``[B,Q,M]`` score matrix, but +the ordinary expression first materializes ``[B,Q,H,M]`` in the model dtype +and then another FP32 activation of the same shape. This Triton kernel keeps +one output tile in registers, evaluates every indexer head with tensor-core +dot products, and writes only the final FP32 score matrix. + +The hard-route API remains inference-only. Dense warm-up additionally uses +an autograd wrapper around the same forward kernel. Its backward streams one +Indexer head at a time, recomputing the low-precision dot product before the +ReLU derivative. This preserves the PyTorch expression's dtype boundaries +without retaining ``[B,Q,H,M]`` dot/ReLU tensors. +""" + +from __future__ import annotations + +import torch +import triton +import triton.language as tl + + +@triton.jit +def _fused_indexer_candidate_scorer_kernel( + query_ptr, + key_ptr, + head_weight_ptr, + output_ptr, + query_stride_b, + query_stride_q, + query_stride_h, + key_stride_b, + key_stride_m, + weight_stride_b, + weight_stride_q, + output_stride_b, + output_stride_q, + query_count, + candidate_count, + score_scale, + head_count: tl.constexpr, + head_dim: tl.constexpr, + input_is_bf16: tl.constexpr, + block_q: tl.constexpr, + block_m: tl.constexpr, +): + query_block = tl.program_id(0) + candidate_block = tl.program_id(1) + batch_index = tl.program_id(2) + query_offsets = query_block * block_q + tl.arange(0, block_q) + candidate_offsets = candidate_block * block_m + tl.arange(0, block_m) + dim_offsets = tl.arange(0, head_dim) + query_valid = query_offsets < query_count + candidate_valid = candidate_offsets < candidate_count + + # Summary/index keys are shared by all indexer heads. + key = tl.load( + key_ptr + + batch_index * key_stride_b + + candidate_offsets[:, None] * key_stride_m + + dim_offsets[None, :], + mask=candidate_valid[:, None], + other=0.0, + ) + score = tl.zeros((block_q, block_m), dtype=tl.float32) + for head_index in tl.static_range(0, head_count): + query = tl.load( + query_ptr + + batch_index * query_stride_b + + query_offsets[:, None] * query_stride_q + + head_index * query_stride_h + + dim_offsets[None, :], + mask=query_valid[:, None], + other=0.0, + ) + dot = tl.dot(query, tl.trans(key)) + # torch.einsum returns the model dtype before `.float()`. Reproduce + # that explicit storage round-trip; accumulation order can still + # differ slightly from cuBLAS and is tested with a tight tolerance. + if input_is_bf16: + dot = dot.to(tl.bfloat16).to(tl.float32) + else: + dot = dot.to(tl.float16).to(tl.float32) + head_weight = tl.load( + head_weight_ptr + + batch_index * weight_stride_b + + query_offsets * weight_stride_q + + head_index, + mask=query_valid, + other=0.0, + ).to(tl.float32) + score += tl.maximum(dot * score_scale, 0.0) * head_weight[:, None] + + tl.store( + output_ptr + + batch_index * output_stride_b + + query_offsets[:, None] * output_stride_q + + candidate_offsets[None, :], + score, + mask=query_valid[:, None] & candidate_valid[None, :], + ) + + +def fused_indexer_candidate_scores( + query: torch.Tensor, + key: torch.Tensor, + head_weight: torch.Tensor, + score_scale: float, +) -> torch.Tensor: + """Return hard-route scores in ``[B,Q,M]`` without a head intermediate. + + Expected layouts are ``query[B,Q,H,D]``, ``key[B,M,D]`` and + ``head_weight[B,Q,H]``. Candidate and query extents remain runtime + values, so causal-prefix changes do not create one Triton compilation per + indexer tile. + + The caller must retain the existing PyTorch implementation as fallback + whenever gradients are enabled or the tensors are not CUDA fp16/bf16. + """ + if torch.is_grad_enabled(): + raise RuntimeError( + "fused indexer candidate scoring is only valid inside torch.no_grad()" + ) + _validate_indexer_inputs(query, key, head_weight) + return _launch_fused_indexer_candidate_scores( + query, key, head_weight, float(score_scale) + ) + + + + +def _validate_indexer_inputs( + query: torch.Tensor, + key: torch.Tensor, + head_weight: torch.Tensor, +) -> None: + if query.ndim != 4 or key.ndim != 3 or head_weight.ndim != 3: + raise ValueError( + "indexer scorer expects query[B,Q,H,D], key[B,M,D], weight[B,Q,H]" + ) + batch, query_count, head_count, head_dim = query.shape + if key.shape[0] != batch or key.shape[-1] != head_dim: + raise ValueError("indexer scorer query/key batch and head_dim must match") + if tuple(head_weight.shape) != (batch, query_count, head_count): + raise ValueError("indexer scorer head weights must match query B/Q/H") + if not (query.is_cuda and key.is_cuda and head_weight.is_cuda): + raise RuntimeError("fused indexer candidate scoring requires CUDA tensors") + if not (query.device == key.device == head_weight.device): + raise ValueError("indexer scorer tensors must share one CUDA device") + if query.dtype not in (torch.float16, torch.bfloat16) or key.dtype != query.dtype: + raise ValueError("fused indexer scorer requires matching CUDA fp16/bf16 query/key") + if head_weight.dtype != torch.float32: + raise ValueError("fused indexer scorer requires FP32 head weights") + if head_dim not in (64, 128): + raise ValueError("fused indexer scorer supports head_dim 64 or 128") + if not 1 <= head_count <= 8: + raise ValueError("fused indexer scorer supports 1 to 8 indexer heads") + if query.stride(-1) != 1 or key.stride(-1) != 1: + raise ValueError("indexer scorer query/key head dimensions must be contiguous") + if head_weight.stride(-1) != 1: + raise ValueError("indexer scorer head weights must be contiguous over heads") + + +def _launch_fused_indexer_candidate_scores( + query: torch.Tensor, + key: torch.Tensor, + head_weight: torch.Tensor, + score_scale: float, +) -> torch.Tensor: + batch, query_count, head_count, head_dim = query.shape + candidate_count = key.shape[1] + output = torch.empty( + (batch, query_count, candidate_count), + dtype=torch.float32, + device=query.device, + ) + if query_count == 0 or candidate_count == 0: + return output + + block_q = 64 + block_m = 64 + grid = ( + triton.cdiv(query_count, block_q), + triton.cdiv(candidate_count, block_m), + batch, + ) + _fused_indexer_candidate_scorer_kernel[grid]( + query, + key, + head_weight, + output, + query.stride(0), + query.stride(1), + query.stride(2), + key.stride(0), + key.stride(1), + head_weight.stride(0), + head_weight.stride(1), + output.stride(0), + output.stride(1), + query_count, + candidate_count, + float(score_scale), + head_count=head_count, + head_dim=head_dim, + input_is_bf16=query.dtype == torch.bfloat16, + block_q=block_q, + block_m=block_m, + num_warps=8, + num_stages=3, + ) + return output + + + + +__all__ = [ + "fused_dense_indexer_scores", + "fused_indexer_candidate_scores", +] diff --git a/kernel/ksa_attn/interface.py b/kernel/ksa_attn/interface.py new file mode 100644 index 0000000000000000000000000000000000000000..43a4143843b07ca19b26b5a479dfdc16e38068d9 --- /dev/null +++ b/kernel/ksa_attn/interface.py @@ -0,0 +1,996 @@ +import math +import os +import torch +from typing import Tuple, Optional, Dict +from functools import partial + +# Lazy import: CuTe kernel only available on Hopper (sm90+) +_CUTE_AVAILABLE = None + + +def _check_cute_available(): + global _CUTE_AVAILABLE + if _CUTE_AVAILABLE is not None: + return _CUTE_AVAILABLE + try: + from flash_attn.cute.interface import _flash_attn_fwd + from flash_attn.cute.compute_block_sparsity import compute_block_sparsity + cap = torch.cuda.get_device_capability() + if cap[0] >= 9: # sm90+ (Hopper) + _CUTE_AVAILABLE = True + else: + _CUTE_AVAILABLE = False + except (ImportError, ModuleNotFoundError): + _CUTE_AVAILABLE = False + return _CUTE_AVAILABLE + + +SUMMARY_ATTN_CACHE: Dict[Tuple, Tuple] = {} +HIERARCHICAL_SUMMARY_ATTN_CACHE: Dict[Tuple, Tuple] = {} + + +# --------------------------------------------------------------------------- +# CuTe kernel path (Hopper only) +# --------------------------------------------------------------------------- + +class SummaryAttnFunc(torch.autograd.Function): + @staticmethod + def _get_cached_value( + seqlen_q, seqlen_k, chunk_size, summary_num, sliding_chunk_num, + skip_old_summary=False, is_fwd=True, m_block_size=128, n_block_size=128, + ): + from flash_attn.cute.compute_block_sparsity import compute_block_sparsity + from .mask import ( + summary_attn_mask_func, summary_attn_contiguous_mask_func, + sliding_chunk_mask_func, sliding_chunk_contiguous_mask_func, + ) + + prefix_summary_length = seqlen_k - seqlen_q + cache_key = (seqlen_q, chunk_size, summary_num, sliding_chunk_num, + prefix_summary_length, skip_old_summary, is_fwd) + if cache_key not in SUMMARY_ATTN_CACHE: + if skip_old_summary: + func = sliding_chunk_contiguous_mask_func if prefix_summary_length > 0 else sliding_chunk_mask_func + else: + func = summary_attn_contiguous_mask_func if prefix_summary_length > 0 else summary_attn_mask_func + mask_mod = partial(func, chunk_size=chunk_size, summary_num=summary_num, + sliding_chunk_num=sliding_chunk_num, + prefix_summary_length=prefix_summary_length, swap_indices=False) + mask_swap_mod = mask_mod + if not is_fwd: + mask_swap_mod = partial(func, chunk_size=chunk_size, summary_num=summary_num, + sliding_chunk_num=sliding_chunk_num, + prefix_summary_length=prefix_summary_length, swap_indices=True) + m_block_size, n_block_size = n_block_size, m_block_size + seqlen_q, seqlen_k = seqlen_k, seqlen_q + _, block_sparse = compute_block_sparsity( + m_block_size, n_block_size, 1, 1, seqlen_q, seqlen_k, + mask_swap_mod, None, "cuda", + ) + SUMMARY_ATTN_CACHE[cache_key] = (block_sparse, mask_mod) + return SUMMARY_ATTN_CACHE[cache_key] + + @staticmethod + def forward(ctx, q, k, v, chunk_size, summary_num, sliding_chunk_num, + softmax_scale=None, causal=False, pack_gqa=None, + deterministic=False, skip_old_summary=False, + force_return_lse=False): + from flash_attn.cute.interface import _flash_attn_fwd + block_sparse, mask_mod = SummaryAttnFunc._get_cached_value( + q.shape[1], k.shape[1], chunk_size, summary_num, sliding_chunk_num, + skip_old_summary=skip_old_summary, is_fwd=True, m_block_size=128, n_block_size=64, + ) + out, lse = _flash_attn_fwd(q, k, v, softmax_scale=softmax_scale, causal=causal, + pack_gqa=pack_gqa, mask_mod=mask_mod, + block_sparse_tensors=block_sparse, + m_block_size=128, n_block_size=64, + return_lse=force_return_lse) + return out, lse + + + +# --------------------------------------------------------------------------- +# Compressed-KSA CuTe path (Hopper only) +# --------------------------------------------------------------------------- + +class HierarchicalSummaryAttnFunc(torch.autograd.Function): + @staticmethod + def _get_cached_value( + device_index, seqlen_q, seqlen_k, chunk_size, sliding_chunk_num, + group_size, meta_length, *, is_fwd, + m_block_size, n_block_size, + ): + from flash_attn.cute.compute_block_sparsity import compute_block_sparsity + from .mask import hierarchical_summary_attn_mask_func + + cache_key = ( + device_index, seqlen_q, seqlen_k, chunk_size, sliding_chunk_num, + group_size, meta_length, is_fwd, + ) + cached = HIERARCHICAL_SUMMARY_ATTN_CACHE.get(cache_key) + if cached is not None: + return cached + + mask_mod = partial( + hierarchical_summary_attn_mask_func, + chunk_size=chunk_size, + sliding_chunk_num=sliding_chunk_num, + group_size=group_size, + meta_length=meta_length, + swap_indices=False, + ) + sparsity_mask_mod = mask_mod + sparsity_seqlen_q, sparsity_seqlen_k = seqlen_q, seqlen_k + if not is_fwd: + sparsity_mask_mod = partial( + hierarchical_summary_attn_mask_func, + chunk_size=chunk_size, + sliding_chunk_num=sliding_chunk_num, + group_size=group_size, + meta_length=meta_length, + swap_indices=True, + ) + m_block_size, n_block_size = n_block_size, m_block_size + sparsity_seqlen_q, sparsity_seqlen_k = seqlen_k, seqlen_q + + _, block_sparse = compute_block_sparsity( + m_block_size, + n_block_size, + 1, + 1, + sparsity_seqlen_q, + sparsity_seqlen_k, + sparsity_mask_mod, + None, + "cuda", + ) + cached = (block_sparse, mask_mod) + HIERARCHICAL_SUMMARY_ATTN_CACHE[cache_key] = cached + return cached + + @staticmethod + def forward( + ctx, q, k, v, meta_k, meta_v, + chunk_size, sliding_chunk_num, group_size, + softmax_scale=None, deterministic=False, mass_correction=True, + force_return_lse=False, + ): + from flash_attn.cute.interface import _flash_attn_fwd + + from .mask import ( + hierarchical_summary_attn_score_mod, + ) + + # Keep one physical entry per meta K/V and apply log(G) directly to + # its score. This preserves the mass correction without undoing the + # sequence compression inside the attention kernel. + needs_backward = any( + tensor.requires_grad for tensor in (q, k, v, meta_k, meta_v) + ) + meta_length = meta_k.shape[1] + full_k = torch.cat((meta_k, k), dim=1).contiguous() + full_v = torch.cat((meta_v, v), dim=1).contiguous() + meta_logit_bias = math.log(group_size) + score_mod = None + if mass_correction: + score_mod = partial( + hierarchical_summary_attn_score_mod, + meta_length=meta_length, + meta_logit_bias=meta_logit_bias, + ) + block_sparse, mask_mod = HierarchicalSummaryAttnFunc._get_cached_value( + q.device.index, + q.shape[1], + full_k.shape[1], + chunk_size, + sliding_chunk_num, + group_size, + meta_length, + is_fwd=True, + m_block_size=128, + n_block_size=64, + ) + out, lse = _flash_attn_fwd( + q, + full_k, + full_v, + softmax_scale=softmax_scale, + causal=False, + pack_gqa=None, + score_mod=score_mod, + mask_mod=mask_mod, + block_sparse_tensors=block_sparse, + m_block_size=128, + n_block_size=64, + # torch.autograd.Function.forward runs with grad recording + # disabled. Therefore full_k/full_v created above do not carry + # requires_grad even when meta_k/meta_v are the only trainable + # inputs (the meta-pool-only warm-up case). Force LSE retention + # based on the original inputs so custom backward has the state + # it needs without adding inference-only storage. + return_lse=needs_backward or force_return_lse, + ) + return out, lse + + + +# --------------------------------------------------------------------------- +# Per-query attention-reuse S-KSA CuTe path (Hopper only) +# --------------------------------------------------------------------------- + + + + + +# --------------------------------------------------------------------------- +# Summary-indexed, 8-token block sparse Full attention (Hopper only) +# --------------------------------------------------------------------------- + +def _validate_summary_block_sparse_inputs( + q, + k, + v, + selected_block_indices, + block_size_tokens, + local_window_tokens, + local_alignment_tokens=None, +): + if q.ndim != 4 or k.ndim != 4 or v.ndim != 4: + raise ValueError("q, k, and v must have [batch, text, heads, head_dim]") + if q.shape[0] != k.shape[0] or k.shape != v.shape: + raise ValueError("q, k, and v batch/KV shapes must agree") + if q.shape[1] != k.shape[1]: + raise ValueError( + "summary_block_sparse_attn_func currently requires equal Q/K text lengths" + ) + if selected_block_indices.ndim != 3: + raise ValueError("selected_block_indices must have [batch, query, topk]") + if tuple(selected_block_indices.shape[:2]) != tuple(q.shape[:2]): + raise ValueError("one selected-block row is required per text query") + if selected_block_indices.dtype not in (torch.int32, torch.int64): + raise ValueError("selected_block_indices must be int32 or int64") + if not isinstance(block_size_tokens, int) or block_size_tokens <= 0: + raise ValueError("block_size_tokens must be a positive integer") + if block_size_tokens not in (1, 2, 4, 8): + raise ValueError("route span must be 1, 2, 4, or 8 tokens") + if not isinstance(local_window_tokens, int) or local_window_tokens <= 0: + raise ValueError("local_window_tokens must be a positive integer") + if local_alignment_tokens is None: + local_alignment_tokens = block_size_tokens + if ( + not isinstance(local_alignment_tokens, int) + or local_alignment_tokens <= 0 + or local_alignment_tokens % block_size_tokens + ): + raise ValueError( + "local_alignment_tokens must be a positive multiple of the " + "route span" + ) + if q.shape[-1] != k.shape[-1]: + raise ValueError("Q and K head dimensions must agree") + if q.shape[2] % k.shape[2] != 0: + raise ValueError("the number of Q heads must be divisible by KV heads") + if not all(t.is_cuda for t in (q, k, v, selected_block_indices)): + raise RuntimeError("summary_block_sparse_attn_func requires CUDA tensors") + if not (q.device == k.device == v.device == selected_block_indices.device): + raise ValueError("q, k, v, and selected_block_indices must share a device") + + if os.environ.get("SKSA_VALIDATE_BLOCK_INDICES", "0") == "1": + raw_block_count = math.ceil(k.shape[1] / block_size_tokens) + # This diagnostic intentionally synchronises. The production path + # relies on the indexer's TopK contract and remains asynchronous. + invalid = (selected_block_indices < -1) | ( + selected_block_indices >= raw_block_count + ) + if bool(invalid.any().item()): + raise ValueError( + f"selected block IDs must be -1 or in [0, {raw_block_count})" + ) + + +def _pack_summary_block_indices( + selected_block_indices, + *, + raw_block_count, + max_workspace_elements=16 * 1024 * 1024, +): + """Pack ``[B,Q,K]`` unique block IDs into an 8x smaller bit route. + + Top-k is expected to produce unique non-negative IDs per row. Repeated + IDs would make scatter-add carry into a neighbouring bit and are rejected + by the public wrapper before this helper is called. + """ + batch, query_count, _ = selected_block_indices.shape + # CuTe's DLPack bridge cannot infer a unique leading dimension for a + # rank-3 auxiliary tensor whose final extent is 1 (both trailing strides + # then equal one). One unused padding byte keeps short smoke/decode-like + # sequences on the same code path without changing any route bit. + route_byte_count = max(2, math.ceil(raw_block_count / 8)) + packed = torch.zeros( + (batch, query_count, route_byte_count), + dtype=torch.uint8, + device=selected_block_indices.device, + ) + query_chunk = max( + 1, + max_workspace_elements // max(batch * route_byte_count, 1), + ) + for query_start in range(0, query_count, query_chunk): + query_end = min(query_start + query_chunk, query_count) + indices = selected_block_indices[:, query_start:query_end] + valid = indices >= 0 + safe_indices = indices.clamp_min(0).to(torch.long) + byte_indices = safe_indices // 8 + bit_values = ( + torch.ones_like(safe_indices, dtype=torch.int32) + << (safe_indices % 8).to(torch.int32) + ) + bit_values = bit_values * valid.to(torch.int32) + workspace = torch.zeros( + (batch, query_end - query_start, route_byte_count), + dtype=torch.int32, + device=indices.device, + ) + workspace.scatter_add_(2, byte_indices, bit_values) + packed[:, query_start:query_end] = workspace.to(torch.uint8) + return packed.contiguous() + + +def _check_unique_summary_block_indices(selected_block_indices): + """Reject duplicate valid IDs because the packed route uses scatter-add.""" + if selected_block_indices.shape[-1] <= 1: + return + sorted_indices = selected_block_indices.sort(dim=-1).values + duplicate = ( + (sorted_indices[..., 1:] == sorted_indices[..., :-1]) + & (sorted_indices[..., 1:] >= 0) + ) + if bool(duplicate.any().item()): + raise ValueError("valid selected block IDs must be unique within each query") + + +def _summary_block_sparse_tensors( + selected_block_indices, + *, + text_length, + block_size_tokens, + local_window_tokens, + local_alignment_tokens=None, + query_tile_size=128, + forward_kv_tile_size=64, + backward_kv_tile_size=64, + packed_route=None, +): + """Build conservative CuTe schedules from compact block IDs. + + Forward uses a narrower 64-token KV execution tile. This retains the + cross-query reuse of a 128-token Q tile while reducing over-computation + when only some of the eight 8-token raw blocks in a 64-token KV tile are + selected. The model-local FlashAttention wheel supports a 64-token SM90 + backward KV tile, so the same schedule can be transposed directly instead + of conservatively merging adjacent forward tiles. Passing 128 remains + available for numerical and performance A/B tests. + + Remote tiles are always marked partial because every query row may have a + different route. The exact per-query mask is still applied inside both + kernels; these schedules only decide which execution tiles are launched. + """ + from flash_attn.cute.block_sparsity import BlockSparseTensorsTorch + + if query_tile_size != 128: + raise ValueError("SM90 S-KSA schedules currently require 128-token Q tiles") + if forward_kv_tile_size != 64: + raise ValueError("SM90 S-KSA forward currently requires 64-token KV tiles") + if backward_kv_tile_size not in (64, 128): + raise ValueError("SM90 S-KSA backward requires a 64- or 128-token KV tile") + if backward_kv_tile_size % forward_kv_tile_size != 0: + raise ValueError("backward KV tile must be a multiple of forward KV tile") + if local_alignment_tokens is None: + local_alignment_tokens = block_size_tokens + + batch, route_length, _ = selected_block_indices.shape + if route_length != text_length: + raise ValueError("one selected-block row is required per text query") + q_tile_count = math.ceil(text_length / query_tile_size) + forward_kv_tile_count = math.ceil(text_length / forward_kv_tile_size) + backward_kv_tile_count = math.ceil(text_length / backward_kv_tile_size) + padded_query_count = q_tile_count * query_tile_size + + if packed_route is not None: + # Reuse the already-built bitmap instead of traversing + # [B,Q,TopK] again. An 8-token route uses one byte per 64-token KV + # tile; a token route uses eight bytes per tile. + if forward_kv_tile_size % (block_size_tokens * 8): + raise ValueError( + "a forward KV tile must contain a whole number of route bytes" + ) + route_bytes_per_kv_tile = ( + forward_kv_tile_size // (block_size_tokens * 8) + ) + required_route_bytes = ( + forward_kv_tile_count * route_bytes_per_kv_tile + ) + route_byte_count = math.ceil(math.ceil(text_length / block_size_tokens) / 8) + if ( + packed_route.ndim != 3 + or packed_route.shape[0] != batch + or packed_route.shape[1] != text_length + or packed_route.shape[2] < route_byte_count + or packed_route.dtype != torch.uint8 + or packed_route.device != selected_block_indices.device + ): + raise ValueError( + "packed S-KSA route must be uint8 [batch, query, route_byte]" + ) + if padded_query_count != text_length: + packed_padding = packed_route.new_zeros( + ( + batch, + padded_query_count - text_length, + packed_route.shape[2], + ) + ) + packed_padded = torch.cat((packed_route, packed_padding), dim=1) + else: + packed_padded = packed_route + packed_padded = packed_padded[..., :required_route_bytes] + if packed_padded.shape[-1] < required_route_bytes: + packed_padded = torch.nn.functional.pad( + packed_padded, (0, required_route_bytes - packed_padded.shape[-1]) + ) + allowed = packed_padded[..., :required_route_bytes].view( + batch, + q_tile_count, + query_tile_size, + forward_kv_tile_count, + route_bytes_per_kv_tile, + ).any(dim=(2, 4)).to(torch.bool).contiguous() + else: + # Compatibility/oracle path for callers that only have selected IDs. + if padded_query_count != text_length: + padding = selected_block_indices.new_full( + ( + batch, + padded_query_count - text_length, + selected_block_indices.shape[-1], + ), + -1, + ) + selected_padded = torch.cat( + (selected_block_indices, padding), dim=1 + ) + else: + selected_padded = selected_block_indices + allowed_with_sentinel = torch.zeros( + (batch, q_tile_count, forward_kv_tile_count + 1), + dtype=torch.bool, + device=selected_block_indices.device, + ) + # Chunk the int64 scatter indices so 128K x large-topk routes do not + # create another sequence-sized temporary tensor. + tile_chunk = 8 + for q_tile_start in range(0, q_tile_count, tile_chunk): + q_tile_end = min(q_tile_start + tile_chunk, q_tile_count) + query_start = q_tile_start * query_tile_size + query_end = q_tile_end * query_tile_size + logical = selected_padded[:, query_start:query_end] + valid = logical >= 0 + physical = torch.where( + valid, + (logical * block_size_tokens) // forward_kv_tile_size, + logical.new_full((), forward_kv_tile_count), + ) + physical = physical.reshape( + batch, q_tile_end - q_tile_start, -1 + ) + allowed_with_sentinel[:, q_tile_start:q_tile_end].scatter_( + 2, + physical.to(torch.long), + True, + ) + allowed = allowed_with_sentinel[ + ..., :forward_kv_tile_count + ].contiguous() + + q_tiles = torch.arange(q_tile_count, device=allowed.device) + kv_tiles = torch.arange(forward_kv_tile_count, device=allowed.device) + q_first_token = q_tiles * query_tile_size + q_last_token = ((q_tiles + 1) * query_tile_size - 1).clamp_max( + text_length - 1 + ) + kv_first_token = kv_tiles * forward_kv_tile_size + kv_last_token = ((kv_tiles + 1) * forward_kv_tile_size - 1).clamp_max( + text_length - 1 + ) + + # Schedule every tile with at least one causal-local (q, k) pair. Each + # query's local start is clamped at zero and aligned down to a raw summary + # block boundary. The token mask still clips the two boundary tiles + # exactly. + q_first_local_start = ( + (q_first_token - local_window_tokens + 1).clamp_min(0) + // local_alignment_tokens + ) * local_alignment_tokens + local_overlap = ( + (kv_first_token[None, :] <= q_last_token[:, None]) + & (kv_last_token[None, :] >= q_first_local_start[:, None]) + ) + causal_overlap = kv_first_token[None, :] <= q_last_token[:, None] + allowed |= local_overlap.unsqueeze(0) + allowed &= causal_overlap.unsqueeze(0) + + # A tile can skip mask_mod only when every actual q/k pair is causal and + # inside the local window. Selected remote tiles always stay partial. + q_last_local_start = ( + (q_last_token - local_window_tokens + 1).clamp_min(0) + // local_alignment_tokens + ) * local_alignment_tokens + local_full = ( + (kv_last_token[None, :] <= q_first_token[:, None]) + & (kv_first_token[None, :] >= q_last_local_start[:, None]) + ) + full_allowed = allowed & local_full.unsqueeze(0) + partial_allowed = allowed & ~full_allowed + + def compact(partial, full, *, block_size): + counts = partial.sum(dim=-1).to(torch.int32).unsqueeze(1) + indices = torch.argsort( + partial.to(torch.int8), dim=-1, descending=True, stable=True + ).to(torch.int32).unsqueeze(1) + full_counts = full.sum(dim=-1).to(torch.int32).unsqueeze(1) + full_indices = torch.argsort( + full.to(torch.int8), dim=-1, descending=True, stable=True + ).to(torch.int32).unsqueeze(1) + return BlockSparseTensorsTorch( + mask_block_cnt=counts, + mask_block_idx=indices, + full_block_cnt=full_counts, + full_block_idx=full_indices, + block_size=block_size, + ) + + forward_sparse = compact( + partial_allowed, + full_allowed, + block_size=(query_tile_size, forward_kv_tile_size), + ) + + # Backward consumes the KV-major transpose of the forward Q-major schedule. + # With the default 64-token tile this is a direct transpose. The generic + # merge below also keeps the old 128-token schedule available for A/B: + # a merged tile is full only if both halves are full. + return forward_sparse, None + + +class SummaryBlockSparseAttentionFunc(torch.autograd.Function): + """Exact per-query Full attention over selected raw-token route units.""" + + @staticmethod + def forward( + ctx, + q, + k, + v, + packed_route, + selected_block_indices, + block_size_tokens, + local_window_tokens, + local_alignment_tokens, + softmax_scale=None, + deterministic=False, + cached_output=None, + cached_lse=None, + ): + from flash_attn.cute.interface import _flash_attn_fwd + from .mask import summary_block_sparse_attn_mask_func + + fwd_sparse, bwd_sparse = _summary_block_sparse_tensors( + selected_block_indices, + text_length=q.shape[1], + block_size_tokens=block_size_tokens, + local_window_tokens=local_window_tokens, + local_alignment_tokens=local_alignment_tokens, + packed_route=packed_route, + ) + mask_mod = partial( + summary_block_sparse_attn_mask_func, + block_size_tokens=block_size_tokens, + local_window_tokens=local_window_tokens, + local_alignment_tokens=local_alignment_tokens, + ) + if (cached_output is None) != (cached_lse is None): + raise ValueError("cached sparse output and LSE must be provided together") + if cached_output is None: + out, lse = _flash_attn_fwd( + q, + k, + v, + softmax_scale=softmax_scale, + causal=False, + pack_gqa=None, + mask_mod=mask_mod, + block_sparse_tensors=fwd_sparse, + aux_tensors=[packed_route], + m_block_size=128, + n_block_size=64, + return_lse=any(t.requires_grad for t in (q, k, v)), + ) + else: + expected_lse_shape = (q.shape[0], q.shape[2], q.shape[1]) + if ( + cached_output.shape != q.shape + or cached_output.dtype != q.dtype + or cached_output.device != q.device + or cached_lse.shape != expected_lse_shape + or cached_lse.dtype != torch.float32 + or cached_lse.device != q.device + ): + raise ValueError("cached sparse attention tensor metadata mismatch") + # The enclosing non-reentrant layer checkpoint only needs to + # rebuild tensors saved for this Function's backward. Reuse the + # detached original-forward values instead of executing the same + # sparse forward kernel a second time. + out, lse = cached_output, cached_lse + if lse is not None: + ctx.mark_non_differentiable(lse) + return out, lse + + + + + +# --------------------------------------------------------------------------- +# FlexAttention path (Ampere / any GPU with PyTorch >= 2.5) +# --------------------------------------------------------------------------- + +_FLEX_BLOCK_MASK_CACHE: Dict[Tuple, object] = {} + + +def _create_block_mask_no_materialize(mask_mod, seq_len_q, seq_len_k, device, BLOCK_SIZE=128): + """Create BlockMask without materializing the full (seq_len_q, seq_len_k) dense mask. + + Processes one q_block row at a time, reducing peak memory from + O(seq_q * seq_k) to O(BLOCK_SIZE * seq_k). + """ + from torch.nn.attention.flex_attention import BlockMask + + num_q_blocks = (seq_len_q + BLOCK_SIZE - 1) // BLOCK_SIZE + num_kv_blocks = (seq_len_k + BLOCK_SIZE - 1) // BLOCK_SIZE + + # Block-level sparsity: (num_q_blocks, num_kv_blocks) + any_mask = torch.zeros(num_q_blocks, num_kv_blocks, dtype=torch.bool, device=device) + full_mask = torch.zeros(num_q_blocks, num_kv_blocks, dtype=torch.bool, device=device) + + kv_arange = torch.arange(seq_len_k, device=device) + pad_k = (-seq_len_k) % BLOCK_SIZE + last_kv_len = seq_len_k - (num_kv_blocks - 1) * BLOCK_SIZE if seq_len_k % BLOCK_SIZE else BLOCK_SIZE + + for q_blk in range(num_q_blocks): + q_start = q_blk * BLOCK_SIZE + q_end = min(q_start + BLOCK_SIZE, seq_len_q) + q_len = q_end - q_start + q_idx = torch.arange(q_start, q_end, device=device) + + # (q_len, seq_len_k) bool + mask = mask_mod(0, 0, q_idx[:, None], kv_arange[None, :]) + + if pad_k > 0: + mask = torch.nn.functional.pad(mask, (0, pad_k), value=False) + + # (q_len, num_kv_blocks, BLOCK_SIZE) -> sum per block + block_sums = mask.reshape(q_len, num_kv_blocks, BLOCK_SIZE).sum(dim=(0, 2)) + + any_mask[q_blk] = block_sums > 0 + full_mask[q_blk] = block_sums == (q_len * BLOCK_SIZE) + # Last kv block may be shorter + if pad_k > 0: + full_mask[q_blk, -1] = block_sums[-1] == (q_len * last_kv_len) + + def _bool_mask_to_compact(mask_2d): + """Convert (rows, cols) bool mask to (num_per_row, indices) format.""" + num_per_row = mask_2d.sum(dim=1).to(torch.int32) + max_num = max(num_per_row.max().item(), 1) + sorted_idx = mask_2d.to(torch.int32).argsort(dim=1, descending=True, stable=True) + indices = sorted_idx[:, :max_num].to(torch.int32) + return num_per_row, indices + + kv_num_blocks, kv_indices = _bool_mask_to_compact(any_mask) + full_kv_num_blocks, full_kv_indices = _bool_mask_to_compact(full_mask) + q_num_blocks, q_indices = _bool_mask_to_compact(any_mask.t().contiguous()) + full_q_num_blocks, full_q_indices = _bool_mask_to_compact(full_mask.t().contiguous()) + + return BlockMask( + kv_num_blocks=kv_num_blocks[None, None], + kv_indices=kv_indices[None, None], + full_kv_num_blocks=full_kv_num_blocks[None, None], + full_kv_indices=full_kv_indices[None, None], + q_num_blocks=q_num_blocks[None, None], + q_indices=q_indices[None, None], + full_q_num_blocks=full_q_num_blocks[None, None], + full_q_indices=full_q_indices[None, None], + BLOCK_SIZE=(BLOCK_SIZE, BLOCK_SIZE), + mask_mod=mask_mod, + seq_lengths=(seq_len_q, seq_len_k), + ) + + +def _get_flex_block_mask(seq_len_q, seq_len_k, chunk_size, summary_num, sliding_chunk_num, + skip_old_summary, device): + cache_key = (seq_len_q, seq_len_k, chunk_size, summary_num, sliding_chunk_num, skip_old_summary) + if cache_key not in _FLEX_BLOCK_MASK_CACHE: + block = chunk_size + summary_num + prefix_summary_length = seq_len_k - seq_len_q + + if prefix_summary_length > 0: + def mask_mod(b, h, q_idx, kv_idx): + q_chunk_id = q_idx // block + kv_chunk_id = (kv_idx - prefix_summary_length) // block + is_sliding = (q_chunk_id - kv_chunk_id) <= sliding_chunk_num + is_q_summary = (q_idx % block) >= chunk_size + is_kv_summary = ((kv_idx - prefix_summary_length) % block) >= chunk_size + is_causal = q_idx >= (kv_idx - prefix_summary_length) + valid_kv_q_summary = is_q_summary & (kv_chunk_id == q_chunk_id) & is_causal + valid_sliding_q_text = is_sliding & (~is_kv_summary) & (kv_idx >= prefix_summary_length) + if skip_old_summary: + valid_kv_q_text = (~is_q_summary) & is_causal & valid_sliding_q_text + else: + valid_summary_q_text = ((kv_idx // summary_num) + sliding_chunk_num) < q_chunk_id + valid_kv_q_text = (~is_q_summary) & ((is_causal & valid_sliding_q_text) | valid_summary_q_text) + return valid_kv_q_summary | valid_kv_q_text + else: + def mask_mod(b, h, q_idx, kv_idx): + q_chunk_id = q_idx // block + kv_chunk_id = kv_idx // block + is_sliding = (q_chunk_id - kv_chunk_id) <= sliding_chunk_num + is_q_summary = (q_idx % block) >= chunk_size + is_kv_summary = (kv_idx % block) >= chunk_size + is_causal = q_idx >= kv_idx + valid_kv_q_summary = is_q_summary & (kv_chunk_id == q_chunk_id) & is_causal + valid_sliding_q_text = is_sliding & (~is_kv_summary) + if skip_old_summary: + valid_kv_q_text = (~is_q_summary) & is_causal & valid_sliding_q_text + else: + valid_summary_q_text = is_kv_summary & ((q_chunk_id - kv_chunk_id) > sliding_chunk_num) + valid_kv_q_text = (~is_q_summary) & is_causal & (valid_sliding_q_text | valid_summary_q_text) + return valid_kv_q_summary | valid_kv_q_text + + block_mask = _create_block_mask_no_materialize( + mask_mod, seq_len_q, seq_len_k, device, + ) + _FLEX_BLOCK_MASK_CACHE[cache_key] = block_mask + return _FLEX_BLOCK_MASK_CACHE[cache_key] + + +_compiled_flex_attention = None + + +def _get_compiled_flex_attention(): + global _compiled_flex_attention + if _compiled_flex_attention is None: + from torch.nn.attention.flex_attention import flex_attention + _compiled_flex_attention = torch.compile(flex_attention) + return _compiled_flex_attention + + +def _summary_attn_flex(q, k, v, chunk_size, summary_num, sliding_chunk_num, skip_old_summary): + """FlexAttention-based implementation. Auto-compiles to efficient Triton block-sparse kernel. + + Works on any GPU with PyTorch >= 2.5 (Ampere, Hopper, etc). + No KV duplication, no Python loops — single fused kernel call. + """ + b, seq_len_q, h_q, d = q.shape + _, seq_len_k, h_kv, _ = k.shape + enable_gqa = (h_q != h_kv) + + block_mask = _get_flex_block_mask(seq_len_q, seq_len_k, chunk_size, summary_num, + sliding_chunk_num, skip_old_summary, q.device) + + # flex_attention expects [B, H, S, D] + q_flex = q.transpose(1, 2) # [B, H, S, D] + k_flex = k.transpose(1, 2) + v_flex = v.transpose(1, 2) + + compiled_fn = _get_compiled_flex_attention() + out = compiled_fn(q_flex, k_flex, v_flex, block_mask=block_mask, enable_gqa=enable_gqa) + out = out.transpose(1, 2) # [B, S, H, D] + + return out, None + + +# --------------------------------------------------------------------------- +# Public API +# --------------------------------------------------------------------------- + +def summary_attn_func( + q, k, v, chunk_size, summary_num, sliding_chunk_num, + summary_pos: Optional[torch.Tensor] = None, + skip_old_summary: bool = False, + force_return_lse: bool = False, +): + if summary_pos is not None: + k = torch.cat((k[:, summary_pos, :], k), dim=1) + v = torch.cat((v[:, summary_pos, :], v), dim=1) + + if _check_cute_available(): + out = SummaryAttnFunc.apply( + q, k, v, chunk_size, summary_num, sliding_chunk_num, + None, False, None, False, skip_old_summary, force_return_lse, + ) + else: + out = _summary_attn_flex( + q, k, v, chunk_size, summary_num, sliding_chunk_num, skip_old_summary, + ) + return out + + +def hierarchical_summary_attn_func( + q, k, v, meta_k, meta_v, + chunk_size, sliding_chunk_num, group_size, + softmax_scale=None, mass_correction=True, force_return_lse=False, +): + """Compressed-KSA attention; tensors use [batch, sequence, heads, dim].""" + tensors = (q, k, v, meta_k, meta_v) + if not all(t.is_cuda for t in tensors): + raise RuntimeError("hierarchical_summary_attn_func requires CUDA tensors") + if any(t.ndim != 4 for t in tensors): + raise ValueError("q/k/v/meta_k/meta_v must be rank-4 tensors") + if k.shape != v.shape or meta_k.shape != meta_v.shape: + raise ValueError("key/value tensor shapes must match") + if q.shape[0] != k.shape[0] or q.shape[0] != meta_k.shape[0]: + raise ValueError("batch sizes must match") + if q.shape[1] != k.shape[1] or k.shape[2:] != meta_k.shape[2:]: + raise ValueError("base and meta K/V layouts are incompatible") + if q.shape[2] % k.shape[2]: + raise ValueError("query heads must be divisible by KV heads") + if group_size <= 1 or chunk_size <= 0 or sliding_chunk_num <= 0: + raise ValueError("group_size must exceed one and chunk/window sizes must be positive") + with torch.cuda.device(q.device): + if not _check_cute_available(): + raise RuntimeError("hierarchical_summary_attn_func requires CuTe on sm90+") + return HierarchicalSummaryAttnFunc.apply( + q, k, v, meta_k, meta_v, + chunk_size, sliding_chunk_num, group_size, + softmax_scale, False, mass_correction, force_return_lse, + ) + + + + + + + + +def _pad_summary_block_sparse_cute_inputs( + q, + k, + v, + selected_block_indices, + *, + query_tile_size=128, +): + """Pad CuTe's physical Q tile without changing logical attention. + + The block-sparse CuTe consumer may evaluate ``mask_mod`` for every + physical row in its final Q tile before applying the sequence-length + predicate to later partial KV blocks. Supplying real all-invalid route + rows for those physical lanes keeps the auxiliary lookup in bounds. + Future zero K/V rows remain invisible to every real query through the + kernel's causal guard, and the padded query outputs are discarded by the + public wrapper. + """ + text_length = q.shape[1] + padding = (-text_length) % query_tile_size + if not padding: + return q, k, v, selected_block_indices, text_length + + def pad_sequence(tensor): + return torch.cat( + ( + tensor, + tensor.new_zeros( + tensor.shape[0], padding, *tensor.shape[2:] + ), + ), + dim=1, + ) + + padded_route = torch.cat( + ( + selected_block_indices, + selected_block_indices.new_full( + ( + selected_block_indices.shape[0], + padding, + selected_block_indices.shape[2], + ), + -1, + ), + ), + dim=1, + ) + return ( + pad_sequence(q), + pad_sequence(k), + pad_sequence(v), + padded_route, + text_length, + ) + + +def summary_block_sparse_attn_func( + q, + k, + v, + selected_block_indices, + block_size_tokens, + local_window_tokens, + softmax_scale=None, + deterministic=False, +): + """Run exact per-query Full attention over selected raw-token blocks. + + ``selected_block_indices[b, q]`` contains the summary/raw-block IDs chosen + by query ``q``; ``-1`` pads rows with fewer candidates. A selected ID + exposes the corresponding raw K/V block, never the summary K/V itself. + Local causal tokens are added independently. The caller is responsible + for reserving block 0 inside the TopK budget when an attention sink is + desired; this kernel always applies a final causal guard. + + The selected IDs must be unique within each row. This is naturally true + for ``torch.topk``. Set ``SKSA_VALIDATE_BLOCK_INDICES=1`` to perform the + synchronising bounds/duplicate checks during diagnostics. + """ + _validate_summary_block_sparse_inputs( + q, + k, + v, + selected_block_indices, + block_size_tokens, + local_window_tokens, + block_size_tokens, + ) + if os.environ.get("SKSA_VALIDATE_BLOCK_INDICES", "0") == "1": + _check_unique_summary_block_indices(selected_block_indices) + route_indices = selected_block_indices.to(torch.int32).contiguous() + with torch.cuda.device(q.device): + if not _check_cute_available(): + raise RuntimeError( + "summary_block_sparse_attn_func requires CuTe on sm90+" + ) + # Qwen's ordinary multi-head raw K/V is much wider than DeepSeek MLA's + # shared latent KV. Direct per-query gather therefore loses crucial + # cross-query KV reuse and is bandwidth-bound. Keep the exact CuTe + # tiled implementation as production default; ``direct`` is an + # explicit diagnostic prototype only. + q, k, v, route_indices, text_length = ( + _pad_summary_block_sparse_cute_inputs( + q, + k, + v, + route_indices, + ) + ) + raw_block_count = math.ceil(k.shape[1] / block_size_tokens) + packed_route = _pack_summary_block_indices( + route_indices, + raw_block_count=raw_block_count, + ) + output, _ = SummaryBlockSparseAttentionFunc.apply( + q, + k, + v, + packed_route, + route_indices, + block_size_tokens, + local_window_tokens, + block_size_tokens, + softmax_scale, + deterministic, + None, + None, + ) + return ( + output + if output.shape[1] == text_length + else output[:, :text_length].contiguous() + ) diff --git a/kernel/ksa_attn/mask.py b/kernel/ksa_attn/mask.py new file mode 100644 index 0000000000000000000000000000000000000000..b29104a63220f4389719f7325d5b968729211517 --- /dev/null +++ b/kernel/ksa_attn/mask.py @@ -0,0 +1,253 @@ +import cutlass +from cutlass import cute +from flash_attn.cute.seqlen_info import SeqlenInfoQK +from flash_attn.cute.utils import scalar_to_ssa, ssa_to_scalar + + +@cute.jit +def summary_block_sparse_attn_mask_func( + batch_idx_ssa: cute.TensorSSA, + head_idx_ssa: cute.TensorSSA, + q_idx_ssa: cute.TensorSSA, + kv_idx_ssa: cute.TensorSSA, + seqlen_info: SeqlenInfoQK, + aux_tensors, + block_size_tokens: cutlass.Constexpr[int], + local_window_tokens: cutlass.Constexpr[int], + local_alignment_tokens: cutlass.Constexpr[int] = 0, +): + """Per-query raw-token mask selected through summary-block indices. + + ``aux_tensors[0]`` is a packed uint8 tensor with layout + ``[batch, query, ceil(raw_block_count / 8)]``. Bit ``j`` is set exactly + when the query selected summary/raw block ``j``. Packing the dynamic + ``[B,Q,K]`` indices before launching attention avoids materialising the + quadratic ``[B,Q,raw_block_count]`` boolean route. + + The CuTe scheduler still works in 128-token tiles. A scheduled tile is + only a conservative union; this function is evaluated for every score and + preserves exact per-query, per-``block_size_tokens`` semantics. + """ + del head_idx_ssa, seqlen_info + raw_block_idx_ssa = kv_idx_ssa // block_size_tokens + route_byte_idx_ssa = raw_block_idx_ssa // 8 + route_bit_idx_ssa = raw_block_idx_ssa % 8 + packed_route = aux_tensors[0] + route_byte = packed_route[ + ssa_to_scalar(batch_idx_ssa), + ssa_to_scalar(q_idx_ssa), + ssa_to_scalar(route_byte_idx_ssa), + ] + route_bit = 1 << ssa_to_scalar(route_bit_idx_ssa) + selected = (route_byte & route_bit) != 0 + selected_ssa = scalar_to_ssa(selected, cutlass.Boolean) + causal = kv_idx_ssa <= q_idx_ssa + raw_local_start = q_idx_ssa - local_window_tokens + 1 + clamped_local_start = cute.where( + raw_local_start > 0, + raw_local_start, + cute.full_like(raw_local_start, 0), + ) + # Preserve the original summary-block API: callers that do not provide a + # separate local alignment retain ``block_size_tokens`` alignment. Raw + # token routing explicitly supplies eight here while its route span is one. + aligned_local_start = ( + clamped_local_start // block_size_tokens + ) * block_size_tokens + if local_alignment_tokens > 0: + aligned_local_start = ( + clamped_local_start // local_alignment_tokens + ) * local_alignment_tokens + local = kv_idx_ssa >= aligned_local_start + return causal & (local | selected_ssa) + + + + +@cute.jit +def hierarchical_summary_attn_score_mod( + score_ssa: cute.TensorSSA, + batch_idx_ssa: cute.TensorSSA, + head_idx_ssa: cute.TensorSSA, + q_idx: cute.TensorSSA, + kv_idx: cute.TensorSSA, + seqlen_info: SeqlenInfoQK, + aux_tensors, + meta_length: cutlass.Constexpr[int], + meta_logit_bias: cutlass.Constexpr[float], +): + """Add log(G) to each physical meta entry before softmax.""" + return cute.where( + kv_idx < meta_length, + score_ssa + meta_logit_bias, + score_ssa, + ) + + + + +@cute.jit +def hierarchical_summary_attn_mask_func( + batch_idx_ssa: cute.TensorSSA, + head_idx_ssa: cute.TensorSSA, + q_idx_ssa: cute.TensorSSA, + kv_idx_ssa: cute.TensorSSA, + seqlen_info: SeqlenInfoQK, + aux_tensors, + chunk_size: cutlass.Constexpr[int], + sliding_chunk_num: cutlass.Constexpr[int], + group_size: cutlass.Constexpr[int], + meta_length: cutlass.Constexpr[int], + swap_indices: cutlass.Constexpr[bool], +): + """Compressed-KSA mask for K/V laid out as ``[meta, base]``.""" + if swap_indices: + q_idx_ssa, kv_idx_ssa = kv_idx_ssa, q_idx_ssa + block_size = chunk_size + 1 + q_chunk_id = q_idx_ssa // block_size + q_offset = q_idx_ssa % block_size + is_q_text = q_offset < chunk_size + raw_window_start = q_chunk_id - sliding_chunk_num + window_start = cute.where( + raw_window_start > 0, + raw_window_start, + cute.full_like(raw_window_start, 0), + ) + complete_group_count = window_start // group_size + complete_end = complete_group_count * group_size + is_meta = kv_idx_ssa < meta_length + base_idx = kv_idx_ssa - meta_length + kv_chunk_id = base_idx // block_size + kv_offset = base_idx % block_size + is_kv_text = kv_offset < chunk_size + is_kv_summary = kv_offset == chunk_size + meta_group_id = kv_idx_ssa + valid_meta = is_q_text & is_meta & (meta_group_id < complete_group_count) + valid_text = ( + is_q_text & (is_meta ^ 1) & is_kv_text + & (((kv_chunk_id >= window_start) & (kv_chunk_id < q_chunk_id)) + | ((kv_chunk_id == q_chunk_id) & (base_idx <= q_idx_ssa))) + ) + valid_residual = ( + is_q_text & (is_meta ^ 1) & is_kv_summary + & (kv_chunk_id >= complete_end) & (kv_chunk_id < window_start) + ) + valid_summary = ( + (is_q_text ^ 1) & (is_meta ^ 1) & (kv_chunk_id == q_chunk_id) + & (is_kv_text | (is_kv_summary & (base_idx <= q_idx_ssa))) + ) + return valid_meta | valid_text | valid_residual | valid_summary + +@cute.jit +def summary_attn_mask_func( + batch_idx_ssa: cute.TensorSSA, + head_idx_ssa: cute.TensorSSA, + q_idx_ssa: cute.TensorSSA, + kv_idx_ssa: cute.TensorSSA, + seqlen_info: SeqlenInfoQK, + aux_tensors, + chunk_size: cutlass.Constexpr[int], + summary_num: cutlass.Constexpr[int], + sliding_chunk_num: cutlass.Constexpr[int], + prefix_summary_length: cutlass.Constexpr[int], + swap_indices: cutlass.Constexpr[bool], +): + if swap_indices: + q_idx_ssa, kv_idx_ssa = kv_idx_ssa, q_idx_ssa + q_chunk_id = q_idx_ssa // (chunk_size + summary_num) + kv_chunk_id = kv_idx_ssa // (chunk_size + summary_num) + is_sliding_chunk = (q_chunk_id - kv_chunk_id) <= sliding_chunk_num + is_q_summary = (q_idx_ssa % (chunk_size + summary_num)) >= chunk_size + is_kv_summary = (kv_idx_ssa % (chunk_size + summary_num)) >= chunk_size + is_causal = q_idx_ssa >= kv_idx_ssa + valid_kv_q_summary = is_q_summary & (kv_chunk_id == q_chunk_id) & is_causal + valid_sliding_q_text = is_sliding_chunk & (is_kv_summary ^ 1) + valid_summary_q_text = is_kv_summary & ((q_chunk_id - kv_chunk_id) > sliding_chunk_num) + valid_kv_q_text = (is_q_summary ^ 1) & is_causal & (valid_sliding_q_text | valid_summary_q_text) + return valid_kv_q_summary | valid_kv_q_text + +@cute.jit +def summary_attn_contiguous_mask_func( + batch_idx_ssa: cute.TensorSSA, + head_idx_ssa: cute.TensorSSA, + q_idx_ssa: cute.TensorSSA, + kv_idx_ssa: cute.TensorSSA, + seqlen_info: SeqlenInfoQK, + aux_tensors, + chunk_size: cutlass.Constexpr[int], + summary_num: cutlass.Constexpr[int], + sliding_chunk_num: cutlass.Constexpr[int], + prefix_summary_length: cutlass.Constexpr[int], + swap_indices: cutlass.Constexpr[bool], +): + if swap_indices: + q_idx_ssa, kv_idx_ssa = kv_idx_ssa, q_idx_ssa + q_chunk_id = q_idx_ssa // (chunk_size + summary_num) + kv_chunk_id = (kv_idx_ssa - prefix_summary_length) // (chunk_size + summary_num) + is_sliding_chunk = (q_chunk_id - kv_chunk_id) <= sliding_chunk_num + is_q_summary = (q_idx_ssa % (chunk_size + summary_num)) >= chunk_size + is_kv_summary = ((kv_idx_ssa - prefix_summary_length) % (chunk_size + summary_num)) >= chunk_size + is_causal = q_idx_ssa >= (kv_idx_ssa - prefix_summary_length) + valid_kv_q_summary = is_q_summary & (kv_chunk_id == q_chunk_id) & is_causal + valid_sliding_q_text = is_sliding_chunk & (is_kv_summary ^ 1) & (kv_idx_ssa >= prefix_summary_length) + valid_summary_q_text = ((kv_idx_ssa // summary_num) + sliding_chunk_num) < q_chunk_id + valid_kv_q_text = (is_q_summary ^ 1) & ((is_causal & valid_sliding_q_text) | valid_summary_q_text) + return valid_kv_q_summary | valid_kv_q_text + +# --------------------------------------------------------------------------- +# Sliding-chunk-only variants: text tokens never attend to old summary tokens +# --------------------------------------------------------------------------- + +@cute.jit +def sliding_chunk_mask_func( + batch_idx_ssa: cute.TensorSSA, + head_idx_ssa: cute.TensorSSA, + q_idx_ssa: cute.TensorSSA, + kv_idx_ssa: cute.TensorSSA, + seqlen_info: SeqlenInfoQK, + aux_tensors, + chunk_size: cutlass.Constexpr[int], + summary_num: cutlass.Constexpr[int], + sliding_chunk_num: cutlass.Constexpr[int], + prefix_summary_length: cutlass.Constexpr[int], + swap_indices: cutlass.Constexpr[bool], +): + if swap_indices: + q_idx_ssa, kv_idx_ssa = kv_idx_ssa, q_idx_ssa + q_chunk_id = q_idx_ssa // (chunk_size + summary_num) + kv_chunk_id = kv_idx_ssa // (chunk_size + summary_num) + is_sliding_chunk = (q_chunk_id - kv_chunk_id) <= sliding_chunk_num + is_q_summary = (q_idx_ssa % (chunk_size + summary_num)) >= chunk_size + is_kv_summary = (kv_idx_ssa % (chunk_size + summary_num)) >= chunk_size + is_causal = q_idx_ssa >= kv_idx_ssa + valid_kv_q_summary = is_q_summary & (kv_chunk_id == q_chunk_id) & is_causal + valid_sliding_q_text = is_sliding_chunk & (is_kv_summary ^ 1) + valid_kv_q_text = (is_q_summary ^ 1) & is_causal & valid_sliding_q_text + return valid_kv_q_summary | valid_kv_q_text + +@cute.jit +def sliding_chunk_contiguous_mask_func( + batch_idx_ssa: cute.TensorSSA, + head_idx_ssa: cute.TensorSSA, + q_idx_ssa: cute.TensorSSA, + kv_idx_ssa: cute.TensorSSA, + seqlen_info: SeqlenInfoQK, + aux_tensors, + chunk_size: cutlass.Constexpr[int], + summary_num: cutlass.Constexpr[int], + sliding_chunk_num: cutlass.Constexpr[int], + prefix_summary_length: cutlass.Constexpr[int], + swap_indices: cutlass.Constexpr[bool], +): + if swap_indices: + q_idx_ssa, kv_idx_ssa = kv_idx_ssa, q_idx_ssa + q_chunk_id = q_idx_ssa // (chunk_size + summary_num) + kv_chunk_id = (kv_idx_ssa - prefix_summary_length) // (chunk_size + summary_num) + is_sliding_chunk = (q_chunk_id - kv_chunk_id) <= sliding_chunk_num + is_q_summary = (q_idx_ssa % (chunk_size + summary_num)) >= chunk_size + is_kv_summary = ((kv_idx_ssa - prefix_summary_length) % (chunk_size + summary_num)) >= chunk_size + is_causal = q_idx_ssa >= (kv_idx_ssa - prefix_summary_length) + valid_kv_q_summary = is_q_summary & (kv_chunk_id == q_chunk_id) & is_causal + valid_sliding_q_text = is_sliding_chunk & (is_kv_summary ^ 1) & (kv_idx_ssa >= prefix_summary_length) + valid_kv_q_text = (is_q_summary ^ 1) & is_causal & valid_sliding_q_text + return valid_kv_q_summary | valid_kv_q_text diff --git a/layer_attention.py b/layer_attention.py new file mode 100644 index 0000000000000000000000000000000000000000..6f3169fd525fe1ce20db7d0c8f5bccea037d99ca --- /dev/null +++ b/layer_attention.py @@ -0,0 +1,1166 @@ +# coding=utf-8 +# Copyright 2025 The Qwen team, Alibaba Group and the HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +import math +from typing import Any, Callable, Optional, Union +import torch +from torch import nn +import torch.nn.functional as F +from torch.nn.attention import SDPBackend, sdpa_kernel +from transformers.cache_utils import Cache, DynamicCache +from transformers.modeling_flash_attention_utils import FlashAttentionKwargs +from transformers.processing_utils import Unpack +from transformers.utils import TransformersKwargs, auto_docstring, can_return_tuple +from transformers.utils.deprecation import deprecate_kwarg +from transformers.models.qwen3.configuration_qwen3 import Qwen3Config +from .hierarchical_summary_attention import ( + hierarchical_summary_attention_prefill, + summary_attention_prefill, +) +from .sksa_attention import ( + SummaryBlockLightningIndexer, + shared_indexer_step, + shared_indexer_positions, + aligned_summary_block_local_start, + gather_summary_block_decode_kv, + score_indexer_candidates, + summary_chunk_attention_indexer_key_input, + summary_block_sparse_prefill_attention, +) +from .summary_context import SummaryBatchContext, build_summary_sliding_context +try: + from .prefill_attention import ( + hierarchical_summary_attn_prefill as hierarchical_summary_attn_func, + summary_attn_prefill as summary_attn_func, + ) +except ImportError: + hierarchical_summary_attn_func = None + summary_attn_func = None +from .runtime_config import _get_shared_batch_mask, _parse_config_pattern +from .layer_norm_rope import Qwen3RMSNorm, apply_rotary_pos_emb, rotate_half +from .cache_ring_buffer import Qwen3RingBufferCache + + +def repeat_kv(hidden_states: torch.Tensor, n_rep: int) -> torch.Tensor: + """ + This is the equivalent of torch.repeat_interleave(x, dim=1, repeats=n_rep). The hidden states go from (batch, + num_key_value_heads, seqlen, head_dim) to (batch, num_attention_heads, seqlen, head_dim) + """ + batch, num_key_value_heads, slen, head_dim = hidden_states.shape + if n_rep == 1: + return hidden_states + hidden_states = hidden_states[:, :, None, :, :].expand(batch, num_key_value_heads, n_rep, slen, head_dim) + return hidden_states.reshape(batch, num_key_value_heads * n_rep, slen, head_dim) + + +def _sdpa_attention_forward( + module: nn.Module, + query: torch.Tensor, + key: torch.Tensor, + value: torch.Tensor, + attention_mask: Optional[torch.Tensor], + scaling: float, + dropout: float = 0.0, + **kwargs: Unpack[TransformersKwargs], +): + # Keep the original non-GQA Flash computation while avoiding repeat_kv's + # sequence-sized copies. With batch=1 and one query, the GQA group axis can + # be represented as a batch axis; each group broadcasts the same KV heads. + # Native enable_gqa packs these queries differently and changes BF16 outputs. + groups = module.num_key_value_groups + if (attention_mask is None and not module.training and not torch.is_grad_enabled() and query.is_cuda + and query.shape[0] == key.shape[0] == value.shape[0] == 1 + and query.shape[2] == 1 and groups > 1 + and query.shape[1] == key.shape[1] * groups + and torch.backends.cuda.flash_sdp_enabled()): + kv_heads, head_dim = key.shape[1], query.shape[-1] + grouped_query = query.reshape(1, kv_heads, groups, 1, head_dim).permute( + 2, 1, 0, 3, 4).reshape(groups, kv_heads, 1, head_dim) + grouped_key = key.expand(groups, -1, -1, -1) + grouped_value = value.expand(groups, -1, -1, -1) + params = torch.backends.cuda.SDPAParams( + grouped_query, grouped_key, grouped_value, None, dropout, False, False) + if torch.backends.cuda.can_use_flash_attention(params): + with sdpa_kernel(SDPBackend.FLASH_ATTENTION): + grouped_output = F.scaled_dot_product_attention( + grouped_query, grouped_key, grouped_value, + attn_mask=None, dropout_p=dropout, is_causal=False) + attn_output = grouped_output.permute(1, 0, 2, 3).reshape( + 1, query.shape[1], 1, head_dim) + return attn_output.transpose(1, 2).contiguous(), None + + key_states = repeat_kv(key, module.num_key_value_groups) + value_states = repeat_kv(value, module.num_key_value_groups) + attn_output = F.scaled_dot_product_attention( + query, + key_states, + value_states, + attn_mask=attention_mask, + dropout_p=dropout, + is_causal=False, + ) + attn_output = attn_output.transpose(1, 2).contiguous() + return attn_output, None + + +class Qwen3Attention(nn.Module): + """Multi-headed attention from 'Attention Is All You Need' paper""" + + def __init__(self, config: Qwen3Config, layer_idx: int): + super().__init__() + self.config = config + self.layer_idx = layer_idx + self.head_dim = getattr(config, "head_dim", config.hidden_size // config.num_attention_heads) + self.num_key_value_groups = config.num_attention_heads // config.num_key_value_heads + self.scaling = self.head_dim**-0.5 + self.attention_dropout = config.attention_dropout + + self.q_proj = nn.Linear( + config.hidden_size, config.num_attention_heads * self.head_dim, bias=config.attention_bias + ) + self.k_proj = nn.Linear( + config.hidden_size, config.num_key_value_heads * self.head_dim, bias=config.attention_bias + ) + self.v_proj = nn.Linear( + config.hidden_size, config.num_key_value_heads * self.head_dim, bias=config.attention_bias + ) + self.o_proj = nn.Linear( + config.num_attention_heads * self.head_dim, config.hidden_size, bias=config.attention_bias + ) + self.q_norm = Qwen3RMSNorm(self.head_dim, eps=config.rms_norm_eps) # unlike olmo, only on the head dim! + self.k_norm = Qwen3RMSNorm(self.head_dim, eps=config.rms_norm_eps) # thus post q_norm does not need reshape + self.sliding_window = config.sliding_window if config.layer_types[layer_idx] == "sliding_attention" else None + + @deprecate_kwarg("past_key_value", new_name="past_key_values", version="4.58") + def forward( + self, + hidden_states: torch.Tensor, + position_embeddings: tuple[torch.Tensor, torch.Tensor], + attention_mask: Optional[torch.Tensor], + past_key_values: Optional[Cache] = None, + cache_position: Optional[torch.LongTensor] = None, + **kwargs: Unpack[FlashAttentionKwargs], + ) -> tuple[torch.Tensor, Optional[torch.Tensor]]: + input_shape = hidden_states.shape[:-1] + hidden_shape = (*input_shape, -1, self.head_dim) + + + query_states = self.q_norm(self.q_proj(hidden_states).view(hidden_shape)).transpose(1, 2) + key_states = self.k_norm(self.k_proj(hidden_states).view(hidden_shape)).transpose(1, 2) + value_states = self.v_proj(hidden_states).view(hidden_shape).transpose(1, 2) + + cos, sin = position_embeddings + query_states, key_states = apply_rotary_pos_emb(query_states, key_states, cos, sin) + + if past_key_values is not None: + # sin and cos are specific to RoPE models; cache_position needed for the static cache + cache_kwargs = {"sin": sin, "cos": cos, "cache_position": cache_position} + key_states, value_states = past_key_values.update(key_states, value_states, self.layer_idx, cache_kwargs) + + attn_output, attn_weights = _sdpa_attention_forward( + self, + query_states, + key_states, + value_states, + attention_mask, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + **kwargs, + ) + + attn_output = attn_output.reshape(*input_shape, -1).contiguous() + attn_output = self.o_proj(attn_output) + return attn_output, attn_weights + + +class Qwen3SummaryAttention(Qwen3Attention): + """ + Summary-aware variant of Qwen3Attention: uses a sliding summary mask. + """ + + def __init__(self, config: Qwen3Config, layer_idx: int): + super().__init__(config, layer_idx) + self.summary_chunk_size = getattr(self.config, "summary_chunk_size", 0) + self.summary_token_num = getattr(self.config, "summary_token_num", 0) + + # Cache sliding_chunk_num to avoid eval() on every forward call + val = getattr(config, "summary_sliding_chunk_num", 0) or 0 + val = _parse_config_pattern(val) + if isinstance(val, list): + self._sliding_chunk_num = val[layer_idx] + else: + self._sliding_chunk_num = int(val) + + pool_mode = getattr(config, "summary_meta_pool_mode", "none") or "none" + group_val = _parse_config_pattern( + getattr(config, "summary_meta_pool_group_size", 0) or 0 + ) + self._meta_pool_group_size = ( + int(group_val[layer_idx]) if isinstance(group_val, list) else int(group_val) + ) + self._meta_pool_mode = pool_mode + self._meta_pool_enabled = ( + pool_mode in ("mean", "scalar", "dimension_wise") + and self._meta_pool_group_size > 1 + ) + self._meta_pool_mass_correction = ( + getattr(config, "summary_meta_pool_mass_correction", "none") + == "log_group_size" + ) + self._meta_pool_block_size = int( + getattr(config, "summary_meta_pool_block_size", 512) + ) + self._sksa_enabled = bool(getattr(config, "sksa_enabled", False)) + self._sksa_indexer_summary_key_source = getattr( + config, "sksa_indexer_summary_key_source", "input_summary" + ) + self._sksa_indexer_chunk_attention_qk_source = getattr( + config, "sksa_indexer_chunk_attention_qk_source", "backbone" + ) + self._sksa_sparse_full_layers = [ + int(layer) + for layer in getattr(config, "sksa_sparse_full_layers", []) + ] + self._sksa_target_enabled = ( + self._sksa_enabled and layer_idx in self._sksa_sparse_full_layers + ) + self._sksa_apply_sparse_attention = bool( + getattr(config, "sksa_apply_sparse_attention", True) + ) + routing_source_layers = set() + all_group_sizes = ( + [int(value) for value in group_val] + if isinstance(group_val, list) + else [int(group_val)] * config.num_hidden_layers + ) + if self._sksa_target_enabled: + self._sksa_local_window_tokens = int( + getattr(config, "sksa_local_window_tokens", 1024) + ) + self._sksa_indexer_raw_block_size = ( + int(getattr(config, "sksa_indexer_block_size", 8)) + ) + self._sksa_indexer_local_alignment = ( + self._sksa_indexer_raw_block_size + ) + raw_block_size = self._sksa_indexer_raw_block_size + if self.summary_chunk_size != 8 or raw_block_size not in ((2, 4, 8)): + raise ValueError("indexer requires summary interval 8 and raw block size 2/4/8") + if True and raw_block_size < 8 and ( + self._sksa_indexer_chunk_attention_qk_source != "independent" + or self._sksa_local_window_tokens < 8 + ): + raise ValueError("subchunk indexer requires independent Q/K and local window >= 8") + token_budget = int(config.sksa_indexer_token_budget) + if token_budget % raw_block_size: + raise ValueError("indexer token budget must be divisible by raw block size") + self._sksa_indexer_selected_blocks = ( + token_budget + self._sksa_indexer_raw_block_size - 1 + ) // self._sksa_indexer_raw_block_size + self._sksa_indexer_force_sink = bool( + getattr(config, "sksa_indexer_force_sink", True) + ) + if True and self._sksa_indexer_force_sink and token_budget < 8: + raise ValueError("indexer token budget must cover 8 sink tokens") + self.sksa_indexer = SummaryBlockLightningIndexer( + config.hidden_size, + query_rank=int(config.sksa_indexer_query_rank), + num_heads=int(config.sksa_indexer_heads), + head_dim=int(config.sksa_indexer_head_dim), + rope_dim=int(config.sksa_indexer_rope_dim), + rope_theta=float( + getattr(config, "rope_theta", None) + or config.rope_parameters["rope_theta"] + ), + max_seq_len=int(config.max_position_embeddings), + query_block_size=int(config.sksa_indexer_query_block_size), + scorer_backend=str( + getattr( + config, + "sksa_indexer_scorer_backend", + "torch", + ) + ), + chunk_attention_qk_source=( + self._sksa_indexer_chunk_attention_qk_source + ), + chunk_num_heads=int(config.num_attention_heads), + chunk_num_kv_heads=int(config.num_key_value_heads), + chunk_head_dim=int(self.head_dim), + chunk_norm_eps=float(config.rms_norm_eps), + chunk_q_bias=bool(config.attention_bias), + chunk_k_bias=bool(config.attention_bias), + chunk_v_bias=bool(config.attention_bias), + chunk_attention_v_source=getattr(config, "sksa_indexer_chunk_attention_v_source", "backbone"), + chunk_attention_include_summary=getattr( + config, "sksa_indexer_chunk_attention_include_summary", True + ), + ) + if self._meta_pool_enabled: + if self.summary_token_num != 1: + raise ValueError("Hierarchical pooling currently requires summary_token_num=1") + if getattr(config, "summary_meta_pool_position", "group_last") != "group_last": + raise ValueError("Only group_last meta-summary positions are supported") + if pool_mode in ("scalar", "dimension_wise"): + scorer_width = ( + 1 + if pool_mode == "scalar" + else config.num_key_value_heads * self.head_dim + ) + self.meta_pool_scorer = nn.Linear( + config.hidden_size, scorer_width, bias=False + ) + position_bias_shape = ( + (self._meta_pool_group_size,) + if pool_mode == "scalar" + else (self._meta_pool_group_size, scorer_width) + ) + self.meta_pool_position_bias = nn.Parameter( + torch.zeros(position_bias_shape) + ) + + + def _get_sliding_chunk_num(self): + return self._sliding_chunk_num + + def _build_meta_kv( + self, + hidden_states: torch.Tensor, + key_states: torch.Tensor, + value_states: torch.Tensor, + summary_mask: torch.Tensor, + cos: torch.Tensor, + sin: torch.Tensor, + *, + position_ids: Optional[torch.Tensor] = None, + return_cache_state: bool = False, + summary_positions: Optional[torch.Tensor] = None, + ): + """Pool summary K/V before RoPE and rotate at each group's last position.""" + shared_mask = _get_shared_batch_mask(summary_mask, "summary_mask") + summary_pos = (summary_positions if summary_positions is not None else + torch.nonzero(shared_mask, as_tuple=False).flatten()) + summary_count = summary_pos.numel() + group_size = self._meta_pool_group_size + group_count = summary_count // group_size + complete_end = group_count * group_size + + batch, kv_heads = key_states.shape[:2] + head_dim = key_states.shape[-1] + k_summary = key_states[:, :, summary_pos, :] + v_summary = value_states[:, :, summary_pos, :] + if self._meta_pool_mode in ("scalar", "dimension_wise"): + x_summary_all = hidden_states[:, summary_pos, :] + summary_scores = self.meta_pool_scorer(x_summary_all) + else: + summary_scores = key_states.new_zeros((batch, summary_count, 1)) + if group_count == 0: + empty = key_states.new_empty((batch, kv_heads, 0, head_dim)) + if return_cache_state: + if position_ids is None: + raise ValueError("hierarchical cache state requires position IDs") + all_summary_position_ids = position_ids[:, summary_pos] + return ( + empty, + empty, + summary_pos, + summary_scores, + all_summary_position_ids, + ) + return empty, empty, summary_pos, summary_scores + + k_grouped = k_summary[:, :, :complete_end, :].reshape( + batch, kv_heads, group_count, group_size, head_dim + ) + v_grouped = v_summary[:, :, :complete_end, :].reshape( + batch, kv_heads, group_count, group_size, head_dim + ) + if self._meta_pool_mode == "mean": + weights = key_states.new_full( + (batch, group_count, group_size), 1.0 / group_size + ) + meta_k = (k_grouped * weights[:, None, :, :, None]).sum(dim=3) + meta_v = (v_grouped * weights[:, None, :, :, None]).sum(dim=3) + elif self._meta_pool_mode == "scalar": + logits = summary_scores[:, :complete_end].reshape( + batch, group_count, group_size + ) + logits = logits + self.meta_pool_position_bias.view(1, 1, group_size) + weights = torch.softmax(logits.float(), dim=-1).to(key_states.dtype) + meta_k = (k_grouped * weights[:, None, :, :, None]).sum(dim=3) + meta_v = (v_grouped * weights[:, None, :, :, None]).sum(dim=3) + elif self._meta_pool_mode == "dimension_wise": + kv_width = kv_heads * head_dim + logits = summary_scores[:, :complete_end].reshape( + batch, group_count, group_size, kv_width + ) + logits = logits + self.meta_pool_position_bias.view( + 1, 1, group_size, kv_width + ) + weights = torch.softmax(logits.float(), dim=2).to(key_states.dtype) + weights = weights.view( + batch, group_count, group_size, kv_heads, head_dim + ).permute(0, 3, 1, 2, 4) + meta_k = (k_grouped * weights).sum(dim=3) + meta_v = (v_grouped * weights).sum(dim=3) + else: + raise RuntimeError( + f"Unsupported meta-pool mode: {self._meta_pool_mode}" + ) + last_summary_pos = summary_pos[group_size - 1 : complete_end : group_size] + meta_cos = cos[:, last_summary_pos, :].unsqueeze(1) + meta_sin = sin[:, last_summary_pos, :].unsqueeze(1) + meta_k = meta_k * meta_cos + rotate_half(meta_k) * meta_sin + if return_cache_state: + if position_ids is None: + raise ValueError("hierarchical cache state requires position IDs") + all_summary_position_ids = position_ids[:, summary_pos] + return ( + meta_k, + meta_v, + summary_pos, + summary_scores, + all_summary_position_ids, + ) + return meta_k, meta_v, summary_pos, summary_scores + + def get_query_key_value_tensors(self, hidden_states): + input_shape = hidden_states.shape[:-1] + hidden_shape = (*input_shape, -1, self.head_dim) + query_states = self.q_norm(self.q_proj(hidden_states).view(hidden_shape)).transpose(1, 2) + key_states = self.k_norm(self.k_proj(hidden_states).view(hidden_shape)).transpose(1, 2) + value_states = self.v_proj(hidden_states).view(hidden_shape).transpose(1, 2) + + return query_states, key_states, value_states + + + + @torch.no_grad() + def _build_summary_indexer_prefill_route( + self, + hidden_states: torch.Tensor, + summary_mask: torch.Tensor, + position_ids: torch.Tensor, + query_states: torch.Tensor, + key_states: torch.Tensor, + value_states: torch.Tensor, + cos: Optional[torch.Tensor] = None, + sin: Optional[torch.Tensor] = None, + sksa_aux_key_states: Optional[torch.Tensor] = None, + sksa_aux_value_states: Optional[torch.Tensor] = None, + text_positions: Optional[torch.Tensor] = None, + summary_positions: Optional[torch.Tensor] = None, + ) -> tuple[torch.Tensor, torch.Tensor]: + """Project this Full layer's own text queries and routing keys.""" + shared_mask = _get_shared_batch_mask(summary_mask, "summary_mask") + text_pos = (text_positions if text_positions is not None else + torch.nonzero(~shared_mask, as_tuple=False).flatten()) + summary_pos = (summary_positions if summary_positions is not None else + torch.nonzero(shared_mask, as_tuple=False).flatten()) + text_hidden = hidden_states.index_select(1, text_pos) + if self._sksa_indexer_summary_key_source == "chunk_attention": + if summary_pos.numel() % self.summary_token_num: + raise ValueError( + "summary count is not divisible by summary_token_num" + ) + complete_prefix = ( + summary_pos.numel() + // self.summary_token_num + * (self.summary_chunk_size + self.summary_token_num) + ) + if getattr( + self, "_sksa_indexer_chunk_attention_qk_source", "backbone" + ) == "independent": + if cos is None or sin is None: + raise ValueError( + "independent chunk Q/K prefill routing requires RoPE tensors" + ) + hidden_chunks = hidden_states[:, :complete_prefix].view( + hidden_states.shape[0], + -1, + self.summary_chunk_size + self.summary_token_num, + hidden_states.shape[-1], + ) + value_chunks = repeat_kv( + value_states[:, :, :complete_prefix], + self.num_key_value_groups, + ).transpose(1, 2).contiguous().view( + hidden_states.shape[0], + -1, + self.summary_chunk_size + self.summary_token_num, + self.config.num_attention_heads, + self.head_dim, + ) + if self.sksa_indexer.chunk_v_proj is not None: + auxiliary_values = ( + self.sksa_indexer.project_chunk_values( + hidden_states[:, :complete_prefix] + ) + if sksa_aux_value_states is None + else sksa_aux_value_states[:, :, :complete_prefix].transpose(1, 2) + ) + value_chunks = self.sksa_indexer.expand_chunk_values( + auxiliary_values + ).reshape_as(value_chunks) + cos_chunks = cos[:, :complete_prefix].view( + hidden_states.shape[0], + -1, + self.summary_chunk_size + self.summary_token_num, + cos.shape[-1], + ) + sin_chunks = sin[:, :complete_prefix].view( + hidden_states.shape[0], + -1, + self.summary_chunk_size + self.summary_token_num, + sin.shape[-1], + ) + if sksa_aux_key_states is None: + summary_hidden = self.sksa_indexer.build_chunk_attention_summary( + hidden_chunks, + value_chunks, + summary_chunk_size=self.summary_chunk_size, + summary_token_num=self.summary_token_num, + chunk_cos=cos_chunks, + chunk_sin=sin_chunks, + indexer_block_size=self._sksa_indexer_raw_block_size, + ) + else: + expected_key_shape = ( + hidden_states.shape[0], + self.config.num_key_value_heads, + hidden_states.shape[1], + self.head_dim, + ) + if tuple(sksa_aux_key_states.shape) != expected_key_shape: + raise ValueError( + "independent chunk K projection has unexpected prefill shape: " + f"got {tuple(sksa_aux_key_states.shape)}, " + f"expected {expected_key_shape}" + ) + flat_summary_hidden = hidden_chunks[ + :, :, self.summary_chunk_size :, : + ].reshape( + hidden_states.shape[0], + -1, + hidden_states.shape[-1], + ) + flat_summary_cos = cos_chunks[ + :, :, self.summary_chunk_size :, : + ].reshape( + hidden_states.shape[0], + -1, + cos_chunks.shape[-1], + ) + flat_summary_sin = sin_chunks[ + :, :, self.summary_chunk_size :, : + ].reshape( + hidden_states.shape[0], + -1, + sin_chunks.shape[-1], + ) + summary_query = self.sksa_indexer.project_chunk_queries( + flat_summary_hidden, + cos=flat_summary_cos, + sin=flat_summary_sin, + ).view( + hidden_states.shape[0], + -1, + self.summary_token_num, + self.config.num_attention_heads, + self.head_dim, + ) + summary_key = sksa_aux_key_states[:, :, :complete_prefix] + summary_key = summary_key.transpose(1, 2).contiguous().view( + hidden_states.shape[0], + -1, + self.summary_chunk_size + self.summary_token_num, + self.config.num_key_value_heads, + self.head_dim, + ) + summary_hidden = ( + self.sksa_indexer.build_chunk_attention_summary_from_projected( + summary_query, + summary_key, + value_chunks, + summary_chunk_size=self.summary_chunk_size, + summary_token_num=self.summary_token_num, + indexer_block_size=self._sksa_indexer_raw_block_size, + ) + ) + else: + summary_hidden = summary_chunk_attention_indexer_key_input( + query_states[:, :, :complete_prefix], + repeat_kv( + key_states[:, :, :complete_prefix], + self.num_key_value_groups, + ), + repeat_kv( + value_states[:, :, :complete_prefix], + self.num_key_value_groups, + ), + summary_chunk_size=self.summary_chunk_size, + summary_token_num=self.summary_token_num, + ) + else: + summary_hidden = hidden_states.index_select(1, summary_pos) + def build_index_positions(): + if self._sksa_indexer_raw_block_size < self.summary_chunk_size: + block_size = self._sksa_indexer_raw_block_size + return position_ids[:, :complete_prefix].reshape( + hidden_states.shape[0], -1, self.summary_chunk_size + self.summary_token_num + )[:, :, block_size - 1 : self.summary_chunk_size : block_size].reshape(hidden_states.shape[0], -1) + return position_ids.index_select(1, summary_pos) + index_position_ids = shared_indexer_positions( + position_ids, "prefill_keys", build_index_positions, + self.summary_chunk_size, self.summary_token_num, self._sksa_indexer_raw_block_size, + ) + index_keys = self.sksa_indexer.project_keys(summary_hidden, index_position_ids) + selected = self.sksa_indexer.select_blocks( + text_hidden, + index_keys, + shared_indexer_positions(position_ids, "prefill_queries", + lambda: position_ids.index_select(1, text_pos)), + raw_block_size=self._sksa_indexer_raw_block_size, + local_window_tokens=self._sksa_local_window_tokens, + selected_block_capacity=self._sksa_indexer_selected_blocks, + force_sink=self._sksa_indexer_force_sink, + sink_block_count=( + self.summary_chunk_size // self._sksa_indexer_raw_block_size + ), + local_alignment_tokens=self._sksa_indexer_local_alignment, + ) + return selected, index_keys + + @torch.no_grad() + def _build_summary_indexer_decode_route( + self, + text_hidden: torch.Tensor, + index_keys: torch.Tensor, + text_position_ids: torch.Tensor, + text_length: int, + ) -> torch.Tensor: + """Route one decode token using the cached summary/raw index keys.""" + # ``select_blocks`` derives raw query indices from its local tensor. + # For decode, emulate the absolute index by padding only the inexpensive + # hidden/RoPE rows and retain the final selected row. Avoid doing this + # at long contexts by directly evaluating the one-row score below. + batch = text_hidden.shape[0] + capacity = self._sksa_indexer_selected_blocks + selected = torch.full( + (batch, 1, capacity), -1, dtype=torch.int32, + device=text_hidden.device, + ) + local_alignment = getattr( + self, + "_sksa_indexer_local_alignment", + self._sksa_indexer_raw_block_size, + ) + local_start = aligned_summary_block_local_start( + text_length - 1, + self._sksa_local_window_tokens, + local_alignment, + ) + eligible_count = min( + index_keys.shape[1], + local_start // self._sksa_indexer_raw_block_size, + ) + take = min(eligible_count, capacity) + if take == 0: + return selected + query = self.sksa_indexer.project_queries( + text_hidden, + text_position_ids, + ) + head_weight = self.sksa_indexer.head_weight_proj(text_hidden).float() + head_weight.mul_(self.sksa_indexer.num_heads**-0.5) + score = score_indexer_candidates( + query, + index_keys[:, :eligible_count], + head_weight, + self.sksa_indexer.head_dim**-0.5, + scorer_backend=self.sksa_indexer.scorer_backend, + ) + if self._sksa_indexer_force_sink: + score[..., :min(8 // self._sksa_indexer_raw_block_size, take)] = float("inf") + indices = torch.topk(score, take, dim=-1, sorted=False).indices + indices = indices.to(torch.int32) + indices = torch.sort(indices, dim=-1).values + selected[..., :take] = indices + return selected + + def _run_summary_indexer_decode_attention( + self, + query_states: torch.Tensor, + key_states: torch.Tensor, + value_states: torch.Tensor, + selected_blocks: torch.Tensor, + cache: Qwen3RingBufferCache, + ) -> torch.Tensor: + workspace = None + if not self.training and key_states.is_cuda and key_states.dtype == torch.bfloat16 and key_states.shape[0] == 1: + workspace = cache._sparse_gather_storage.setdefault(self.layer_idx, {}) + compact_key, compact_value, compact_mask = gather_summary_block_decode_kv( + key_states, + value_states, + selected_blocks, + raw_block_size=self._sksa_indexer_raw_block_size, + local_window_tokens=self._sksa_local_window_tokens, + local_alignment_tokens=self._sksa_indexer_local_alignment, + workspace=workspace, + ) + output, _ = _sdpa_attention_forward( + self, + query_states, + compact_key, + compact_value, + compact_mask, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + ) + return output + + + + @deprecate_kwarg("past_key_value", new_name="past_key_values", version="4.58") + def forward( + self, + hidden_states: torch.Tensor, + position_embeddings: tuple[torch.Tensor, torch.Tensor], + attention_mask: Optional[torch.Tensor] = None, + past_key_values: Optional[Cache] = None, + cache_position: Optional[torch.LongTensor] = None, + summary_ctx: Optional[SummaryBatchContext] = None, + **kwargs, + ) -> tuple[torch.Tensor, Optional[torch.Tensor]]: + input_shape = hidden_states.shape[:-1] + # Batch is supported only when all samples share the same summary mask + # (time-aligned generation). + + # Compute q/k/v for the full sequence once. + if self.config.summary_independent_parameters: + if summary_ctx is None: + raise ValueError("summary_ctx is required when using summary_independent_parameters.") + summary_mask = summary_ctx.summary_mask + + query_states, key_states, value_states = self.get_query_key_value_tensors(hidden_states) + else: + query_states, key_states, value_states = self.get_query_key_value_tensors(hidden_states) + + cos, sin = position_embeddings + query_len = hidden_states.shape[1] + is_prefill = past_key_values is None or not past_key_values._reorganized[self.layer_idx] + independent_chunk_qk = ( + self._sksa_target_enabled + and True + and self._sksa_indexer_chunk_attention_qk_source == "independent" + ) + sksa_aux_query_states = None + sksa_aux_key_states = None + sksa_aux_value_states = None + if independent_chunk_qk: + if self.sksa_indexer.chunk_v_proj is not None: + sksa_aux_value_states = self.sksa_indexer.project_chunk_values( + hidden_states + ).transpose(1, 2).contiguous() + if not is_prefill: + past_key_values.append_sksa_chunk_v( + self.layer_idx, sksa_aux_value_states[:, :, :1, :] + ) + + sksa_aux_key_states = self.sksa_indexer.project_chunk_keys( + hidden_states, cos=cos, sin=sin + ).transpose(1, 2).contiguous() + if not is_prefill and query_len > 1: + sksa_aux_query_states = self.sksa_indexer.project_chunk_queries( + hidden_states[:, 1:], + cos=cos[:, 1:], + sin=sin[:, 1:], + ) + pre_rope_key_states = key_states + meta_key_states = None + meta_value_states = None + meta_summary_pos = None + summary_scores = None + all_summary_position_ids = None + if self._meta_pool_enabled and ( + is_prefill or query_len != 1 or summary_ctx.position_ids is None + or summary_ctx.position_ids.ndim < 2 or summary_ctx.summary_positions is None + or summary_ctx.summary_positions.numel() != 0 + ): + # Ordinary decode has no consumer of empty meta tensors/scores. + # Prefill initialization and every summary boundary stay unchanged. + ( + meta_key_states, + meta_value_states, + meta_summary_pos, + summary_scores, + all_summary_position_ids, + ) = self._build_meta_kv( + hidden_states, + key_states, + value_states, + summary_ctx.summary_mask, + cos, + sin, + position_ids=summary_ctx.position_ids, + return_cache_state=True, + summary_positions=summary_ctx.summary_positions, + ) + query_states, key_states = apply_rotary_pos_emb(query_states, key_states, cos, sin) + + sksa_routing = None + summary_index_keys = None + if is_prefill and self._sksa_target_enabled and True: + sksa_routing, summary_index_keys = self._build_summary_indexer_prefill_route( + hidden_states, + summary_ctx.summary_mask, + summary_ctx.position_ids, + query_states, + key_states, + value_states, + cos, + sin, + sksa_aux_key_states, + sksa_aux_value_states, + text_positions=summary_ctx.text_positions, + summary_positions=summary_ctx.summary_positions, + ) + + if is_prefill: + # Prefill: feed projected K/V directly to the kernel — no full-length cache buffer. + if ( + self._sksa_target_enabled + and True + and self._sksa_apply_sparse_attention + ): + attn_output = summary_block_sparse_prefill_attention( + query_states, + key_states, + value_states, + summary_ctx.summary_mask, + sksa_routing, + raw_block_size=self._sksa_indexer_raw_block_size, + summary_chunk_size=self.summary_chunk_size, + summary_token_num=self.summary_token_num, + local_window_tokens=self._sksa_local_window_tokens, + text_positions=summary_ctx.text_positions, + summary_positions=summary_ctx.summary_positions, + ).transpose(1, 2).contiguous() + attn_weights = None + elif self._meta_pool_enabled: + compressed_lse = None + if ( + hierarchical_summary_attn_func is not None + and + query_states.is_cuda + and not torch.is_grad_enabled() + ): + attn_output, compressed_lse = hierarchical_summary_attn_func( + query_states.transpose(1, 2).contiguous(), + key_states.transpose(1, 2).contiguous(), + value_states.transpose(1, 2).contiguous(), + meta_key_states.transpose(1, 2).contiguous(), + meta_value_states.transpose(1, 2).contiguous(), + self.summary_chunk_size, + self._get_sliding_chunk_num(), + self._meta_pool_group_size, + mass_correction=self._meta_pool_mass_correction, + force_return_lse=False, + ) + else: + # Retain the reference implementation for unsupported dispatch. + compressed_result = hierarchical_summary_attention_prefill( + query_states, + key_states, + value_states, + meta_key_states, + meta_value_states, + chunk_size=self.summary_chunk_size, + sliding_chunk_num=self._get_sliding_chunk_num(), + group_size=self._meta_pool_group_size, + block_size=self._meta_pool_block_size, + mass_correction=self._meta_pool_mass_correction, + return_lse=False, + ) + attn_output = compressed_result + attn_weights = None + else: + if ( + summary_attn_func is not None + and query_states.is_cuda + ): + with torch.cuda.device(query_states.device): + attn_output, attn_weights = summary_attn_func( + query_states.transpose(1,2).contiguous(), + key_states.transpose(1,2).contiguous(), + value_states.transpose(1,2).contiguous(), + self.summary_chunk_size, + self.summary_token_num, + self._get_sliding_chunk_num(), + summary_pos=_get_shared_batch_mask( + summary_ctx.summary_mask, "summary_mask" + ), + ) + else: + if self.summary_token_num != 1: + raise RuntimeError( + "PyTorch KSA prefill fallback currently requires summary_token_num=1" + ) + attn_output = summary_attention_prefill( + query_states, + key_states, + value_states, + summary_ctx.summary_mask, + chunk_size=self.summary_chunk_size, + sliding_chunk_num=self._get_sliding_chunk_num(), + block_size=self._meta_pool_block_size, + ) + attn_weights = None + + # After attention is done with K/V, materialize this layer's cache directly + # into the post-reorganize ring buffer layout (no intermediate prefill buffer). + if past_key_values is not None: + past_key_values.init_layer_from_prefill( + key_states, + value_states, + summary_ctx.summary_mask, + self.layer_idx, + pre_rope_key_states=(pre_rope_key_states if self._meta_pool_enabled else None), + summary_scores=summary_scores, + summary_cos=(cos[:, meta_summary_pos, :] if self._meta_pool_enabled else None), + summary_sin=(sin[:, meta_summary_pos, :] if self._meta_pool_enabled else None), + summary_position_ids=all_summary_position_ids, + meta_key_states=meta_key_states, + meta_value_states=meta_value_states, + sksa_chunk_key_states=sksa_aux_key_states, + ) + past_key_values.set_sksa_chunk_v_from_prefill( + self.layer_idx, sksa_aux_value_states, summary_ctx.summary_mask + ) + if summary_index_keys is not None: + past_key_values.set_sksa_index_keys( + self.layer_idx, summary_index_keys + ) + elif query_len == 1: + # Single text token decode: write to cache, attend to full buffer + past_key_values.update_text( + key_states, + value_states, + self.layer_idx, + sksa_chunk_key_states=( + sksa_aux_key_states if independent_chunk_qk else None + ), + ) + k_full, v_full, meta_len = past_key_values.get_attention_kv(self.layer_idx) + if self._sksa_target_enabled and True: + sksa_routing = self._build_summary_indexer_decode_route( + hidden_states, + past_key_values.get_sksa_index_keys(self.layer_idx), + shared_indexer_positions(summary_ctx.position_ids, "decode_query", + lambda: summary_ctx.position_ids), + k_full.shape[2], + ) + if ( + self._sksa_target_enabled + and True + and self._sksa_apply_sparse_attention + ): + attn_output = self._run_summary_indexer_decode_attention( + query_states, k_full, v_full, sksa_routing, past_key_values + ) + attn_weights = None + else: + decode_bias = None + if meta_len and self._meta_pool_mass_correction: + decode_bias = query_states.new_zeros((1, k_full.shape[2])) + decode_bias[:, -meta_len:] = math.log(self._meta_pool_group_size) + attn_output, attn_weights = _sdpa_attention_forward( + self, + query_states, + k_full, + v_full, + decode_bias, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + sliding_window=self.sliding_window, + **kwargs, + ) + else: + # Chunk boundary: query = [text_token, summary_token(s)] + # Split into text (first token) and summary (remaining tokens) + q_text = query_states[:, :, :1, :] + q_summary = query_states[:, :, 1:, :] + k_text = key_states[:, :, :1, :] + v_text = value_states[:, :, :1, :] + k_summary = key_states[:, :, 1:, :] + v_summary = value_states[:, :, 1:, :] + + # 1. Write text token to cache, get full KV, run text attention + past_key_values.update_text( + k_text, + v_text, + self.layer_idx, + sksa_chunk_key_states=( + sksa_aux_key_states[:, :, :1, :] + if independent_chunk_qk + else None + ), + ) + k_full, v_full, meta_len = past_key_values.get_attention_kv(self.layer_idx) + if self._sksa_target_enabled and True: + sksa_routing = self._build_summary_indexer_decode_route( + hidden_states[:, :1], + past_key_values.get_sksa_index_keys(self.layer_idx), + shared_indexer_positions(summary_ctx.position_ids, "decode_query", + lambda: summary_ctx.position_ids[:, :1]), + k_full.shape[2], + ) + if ( + self._sksa_target_enabled + and True + and self._sksa_apply_sparse_attention + ): + text_out = self._run_summary_indexer_decode_attention( + q_text, k_full, v_full, sksa_routing, past_key_values + ) + else: + decode_bias = None + if meta_len and self._meta_pool_mass_correction: + decode_bias = query_states.new_zeros((1, k_full.shape[2])) + decode_bias[:, -meta_len:] = math.log(self._meta_pool_group_size) + text_out, _ = _sdpa_attention_forward( + self, + q_text, + k_full, + v_full, + decode_bias, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + sliding_window=self.sliding_window, + **kwargs, + ) + + # 2. Summary attention: attend to current chunk's C text tokens + own KV (self-attention) + # The original model includes the summary token's own KV in its attention + # (causal within summary positions). With S=1, this is just self-attention. + k_chunk, v_chunk = past_key_values.get_current_chunk_kv(self.layer_idx) + k_chunk_with_self = torch.cat((k_chunk, k_summary), dim=2) + v_chunk_with_self = torch.cat((v_chunk, v_summary), dim=2) + summary_out, _ = _sdpa_attention_forward( + self, + q_summary, + k_chunk_with_self, + v_chunk_with_self, + None, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + sliding_window=self.sliding_window, + **kwargs, + ) + + # 3. Write summary KV to cache + past_key_values.update_summary( + k_summary, + v_summary, + self.layer_idx, + pre_rope_key_states=( + pre_rope_key_states[:, :, 1:, :] if self._meta_pool_enabled else None + ), + summary_scores=summary_scores, + summary_cos=( + cos[:, meta_summary_pos, :] if self._meta_pool_enabled else None + ), + summary_sin=( + sin[:, meta_summary_pos, :] if self._meta_pool_enabled else None + ), + summary_position_ids=all_summary_position_ids, + position_bias=getattr(self, "meta_pool_position_bias", None), + ) + if self._sksa_target_enabled and True: + if ( + self._sksa_indexer_summary_key_source == "chunk_attention" + and independent_chunk_qk + ): + cached_aux_k = past_key_values.get_current_sksa_chunk_k( + self.layer_idx + ) + if cached_aux_k is None: + raise RuntimeError( + "independent chunk Q/K cache is missing current raw keys" + ) + summary_aux_q = sksa_aux_query_states + summary_aux_k = sksa_aux_key_states[:, :, 1:, :] + raw_aux_k = torch.cat((cached_aux_k, summary_aux_k), dim=2) + chunk_width = raw_aux_k.shape[2] + q_chunks = summary_aux_q.unsqueeze(1) + k_chunks = raw_aux_k.transpose(1, 2).unsqueeze(1) + auxiliary_values = v_chunk_with_self + if sksa_aux_value_states is not None: + cached_aux_v = past_key_values.get_current_sksa_chunk_v(self.layer_idx) + if cached_aux_v is None: + raise RuntimeError("independent chunk V cache is missing current raw values") + auxiliary_values = torch.cat((cached_aux_v, sksa_aux_value_states[:, :, 1:, :]), dim=2) + v_chunks = repeat_kv( + auxiliary_values, self.num_key_value_groups + ).transpose(1, 2).unsqueeze(1) + new_index_key_hidden = ( + self.sksa_indexer.build_chunk_attention_summary_from_projected( + q_chunks, + k_chunks, + v_chunks, + summary_chunk_size=chunk_width - self.summary_token_num, + summary_token_num=self.summary_token_num, + indexer_block_size=self._sksa_indexer_raw_block_size, + ) + ) + elif self._sksa_indexer_summary_key_source == "chunk_attention": + # ``summary_out`` is [B,S,H,D] and is exactly the same + # pre-output-projection chunk-local context used for + # prefill/training index keys. + new_index_key_hidden = summary_out.reshape( + summary_out.shape[0], summary_out.shape[1], -1 + ) + else: + new_index_key_hidden = hidden_states[:, 1:] + def build_index_positions(): + if self._sksa_indexer_raw_block_size < self.summary_chunk_size: + block_size = self._sksa_indexer_raw_block_size + # Same exact completed-chunk subkey positions as baseline. + offsets = torch.arange( + block_size - self.summary_chunk_size, 1, block_size, + device=hidden_states.device, + ) + return summary_ctx.position_ids[:, :1] + offsets[None] + return summary_ctx.position_ids[:, 1:] + index_position_ids = shared_indexer_positions( + summary_ctx.position_ids, "decode_keys", build_index_positions, + self.summary_chunk_size, self.summary_token_num, self._sksa_indexer_raw_block_size, + ) + new_index_key = self.sksa_indexer.project_keys(new_index_key_hidden, index_position_ids) + past_key_values.append_sksa_index_keys( + self.layer_idx, new_index_key + ) + if independent_chunk_qk: + past_key_values.clear_sksa_chunk_k(self.layer_idx) + past_key_values.clear_sksa_chunk_v(self.layer_idx) + + attn_output = torch.cat([text_out, summary_out], dim=2) + attn_weights = None + + + attn_output = attn_output.reshape(*input_shape, -1).contiguous() + attn_output = self.o_proj(attn_output) + return attn_output, attn_weights diff --git a/layer_decoder.py b/layer_decoder.py new file mode 100644 index 0000000000000000000000000000000000000000..b6e55089c3f350ab4468bb938c65e072eb585d0f --- /dev/null +++ b/layer_decoder.py @@ -0,0 +1,118 @@ +# coding=utf-8 +# Copyright 2025 The Qwen team, Alibaba Group and the HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +from typing import Any, Callable, Optional, Union +import torch +from torch import nn +from transformers.activations import ACT2FN +from transformers.cache_utils import Cache, DynamicCache +from transformers.modeling_layers import GradientCheckpointingLayer +from transformers.processing_utils import Unpack +from transformers.utils import TransformersKwargs, auto_docstring, can_return_tuple +from transformers.utils.deprecation import deprecate_kwarg +from transformers.models.qwen3.configuration_qwen3 import Qwen3Config +from .summary_context import SummaryBatchContext, build_summary_sliding_context +from .runtime_config import _get_shared_batch_mask +from .layer_norm_rope import Qwen3RMSNorm +from .layer_attention import Qwen3Attention, Qwen3SummaryAttention + + +class Qwen3MLP(nn.Module): + def __init__(self, config): + super().__init__() + self.config = config + self.hidden_size = config.hidden_size + self.intermediate_size = config.intermediate_size + self.gate_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=False) + self.up_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=False) + self.down_proj = nn.Linear(self.intermediate_size, self.hidden_size, bias=False) + self.act_fn = ACT2FN[config.hidden_act] + + def forward(self, x): + down_proj = self.down_proj(self.act_fn(self.gate_proj(x)) * self.up_proj(x)) + return down_proj + + +class Qwen3DecoderLayer(GradientCheckpointingLayer): + def __init__(self, config: Qwen3Config, layer_idx: int): + super().__init__() + self.config = config + self.hidden_size = config.hidden_size + + # Use SummaryAttention if enabled in config + if getattr(config, "use_summary_attention", False) is True and config.summary_layer_freq[layer_idx] == 1: + self.self_attn = Qwen3SummaryAttention(config=config, layer_idx=layer_idx) + elif getattr(config, "use_summary_attention", False) is False and config.summary_layer_freq[layer_idx] == 0: + self.self_attn = Qwen3Attention(config=config, layer_idx=layer_idx) + else: + raise ValueError(f'Check config.summary_layer_freq {config.summary_layer_freq} and config.use_summary_attention {config.use_summary_attention}') + + self.mlp = Qwen3MLP(config) + self.input_layernorm = Qwen3RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + if getattr(config, "summary_independent_attention_layernorm", False): + self.input_layernorm_summary = Qwen3RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.post_attention_layernorm = Qwen3RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.attention_type = config.layer_types[layer_idx] + + @deprecate_kwarg("past_key_value", new_name="past_key_values", version="4.58") + def forward( + self, + hidden_states: torch.Tensor, + attention_mask: Optional[torch.Tensor] = None, + position_ids: Optional[torch.LongTensor] = None, + past_key_values: Optional[Cache] = None, + use_cache: Optional[bool] = False, + cache_position: Optional[torch.LongTensor] = None, + position_embeddings: Optional[tuple[torch.Tensor, torch.Tensor]] = None, # necessary, but kept here for BC + summary_ctx: Optional[SummaryBatchContext] = None, + **kwargs: Unpack[TransformersKwargs], + ) -> torch.Tensor: + residual = hidden_states + if getattr(self.config, "summary_independent_attention_layernorm", False): + summary_mask = summary_ctx.summary_mask + summary_pos = _get_shared_batch_mask(summary_mask, "summary_mask").to(residual.device) + hidden_states = self.input_layernorm(hidden_states) + if summary_pos.any(): + hidden_summary = residual[:, summary_pos, :] + hidden_summary = self.input_layernorm_summary(hidden_summary) + hidden_states[:, summary_pos, :] = hidden_summary + else: + hidden_states = self.input_layernorm(hidden_states) + + # Self Attention - pass summary_ctx if using summary attention + attn_kwargs = { + "hidden_states": hidden_states, + "attention_mask": attention_mask, + "position_ids": position_ids, + "past_key_values": past_key_values, + "use_cache": use_cache, + "cache_position": cache_position, + "position_embeddings": position_embeddings, + **kwargs, + } + if isinstance(self.self_attn, Qwen3SummaryAttention): + attn_kwargs["summary_ctx"] = summary_ctx + + hidden_states, _ = self.self_attn(**attn_kwargs) + hidden_states = residual + hidden_states + + # Fully Connected + residual = hidden_states + hidden_states = self.post_attention_layernorm(hidden_states) + hidden_states = self.mlp(hidden_states) + hidden_states = residual + hidden_states + return hidden_states + diff --git a/layer_norm_rope.py b/layer_norm_rope.py new file mode 100644 index 0000000000000000000000000000000000000000..b9ff355627e7fccebe94fe7e128c2d68d7e0efea --- /dev/null +++ b/layer_norm_rope.py @@ -0,0 +1,175 @@ +# coding=utf-8 +# Copyright 2025 The Qwen team, Alibaba Group and the HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +from typing import Any, Callable, Optional, Union +import torch +from .elementwise_fusion import enabled as _elementwise_enabled, rms, rope +from torch import nn +from transformers.integrations import use_kernel_forward_from_hub +from transformers.modeling_rope_utils import ROPE_INIT_FUNCTIONS, dynamic_rope_update +from transformers.models.qwen3.configuration_qwen3 import Qwen3Config + + +@use_kernel_forward_from_hub("RMSNorm") +class Qwen3RMSNorm(nn.Module): + def __init__(self, hidden_size, eps: float = 1e-6) -> None: + """ + Qwen3RMSNorm is equivalent to T5LayerNorm + """ + super().__init__() + self.weight = nn.Parameter(torch.ones(hidden_size)) + self.variance_epsilon = eps + + def forward(self, hidden_states: torch.Tensor) -> torch.Tensor: + if hidden_states.shape[-1] == 128 and _elementwise_enabled(hidden_states) and hidden_states.is_contiguous(): + return rms(hidden_states, self.weight, self.variance_epsilon) + input_dtype = hidden_states.dtype + hidden_states = hidden_states.to(torch.float32) + variance = hidden_states.pow(2).mean(-1, keepdim=True) + hidden_states = hidden_states * torch.rsqrt(variance + self.variance_epsilon) + return self.weight * hidden_states.to(input_dtype) + + def extra_repr(self): + return f"{tuple(self.weight.shape)}, eps={self.variance_epsilon}" + + +def rotate_half(x): + """Rotates half the hidden dims of the input.""" + x1 = x[..., : x.shape[-1] // 2] + x2 = x[..., x.shape[-1] // 2 :] + return torch.cat((-x2, x1), dim=-1) + + +def apply_rotary_pos_emb(q, k, cos, sin, position_ids=None, unsqueeze_dim=1): + """Applies Rotary Position Embedding to the query and key tensors. + + Args: + q (`torch.Tensor`): The query tensor. + k (`torch.Tensor`): The key tensor. + cos (`torch.Tensor`): The cosine part of the rotary embedding. + sin (`torch.Tensor`): The sine part of the rotary embedding. + position_ids (`torch.Tensor`, *optional*): + Deprecated and unused. + unsqueeze_dim (`int`, *optional*, defaults to 1): + The 'unsqueeze_dim' argument specifies the dimension along which to unsqueeze cos[position_ids] and + sin[position_ids] so that they can be properly broadcasted to the dimensions of q and k. For example, note + that cos[position_ids] and sin[position_ids] have the shape [batch_size, seq_len, head_dim]. Then, if q and + k have the shape [batch_size, heads, seq_len, head_dim], then setting unsqueeze_dim=1 makes + cos[position_ids] and sin[position_ids] broadcastable to the shapes of q and k. Similarly, if q and k have + the shape [batch_size, seq_len, heads, head_dim], then set unsqueeze_dim=2. + Returns: + `tuple(torch.Tensor)` comprising of the query and key tensors rotated using the Rotary Position Embedding. + """ + if unsqueeze_dim == 1 and q.ndim == k.ndim == 4 and _elementwise_enabled(q) and _elementwise_enabled(k) and cos.dtype == sin.dtype == q.dtype == k.dtype and cos.is_contiguous() and sin.is_contiguous(): + return rope(q, k, cos, sin) + cos = cos.unsqueeze(unsqueeze_dim) + sin = sin.unsqueeze(unsqueeze_dim) + q_embed = (q * cos) + (rotate_half(q) * sin) + k_embed = (k * cos) + (rotate_half(k) * sin) + return q_embed, k_embed + + +class Qwen3RotaryEmbedding(nn.Module): + inv_freq: torch.Tensor # fix linting for `register_buffer` + + def __init__(self, config: Qwen3Config, device=None): + super().__init__() + self.max_seq_len_cached = config.max_position_embeddings + self.original_max_seq_len = config.max_position_embeddings + + self.config = config + + rope_parameters = getattr(self.config, "rope_parameters", None) + self.rope_type = ( + rope_parameters.get("rope_type", "default") + if rope_parameters is not None + else "default" + ) + rope_init_fn: Callable = self.compute_default_rope_parameters + if self.rope_type != "default": + rope_init_fn = ROPE_INIT_FUNCTIONS[self.rope_type] + inv_freq, self.attention_scaling = rope_init_fn(self.config, device) + + self.register_buffer("inv_freq", inv_freq, persistent=False) + self.original_inv_freq = inv_freq + self._rope_init_device = inv_freq.device + + @staticmethod + def compute_default_rope_parameters( + config: Optional[Qwen3Config] = None, + device: Optional["torch.device"] = None, + seq_len: Optional[int] = None, + ) -> tuple["torch.Tensor", float]: + """ + Computes the inverse frequencies according to the original RoPE implementation + Args: + config ([`~transformers.PreTrainedConfig`]): + The model configuration. + device (`torch.device`): + The device to use for initialization of the inverse frequencies. + seq_len (`int`, *optional*): + The current sequence length. Unused for this type of RoPE. + Returns: + Tuple of (`torch.Tensor`, `float`), containing the inverse frequencies for the RoPE embeddings and the + post-processing scaling factor applied to the computed cos/sin (unused in this type of RoPE). + """ + rope_parameters = getattr(config, "rope_parameters", None) + base = ( + rope_parameters["rope_theta"] + if rope_parameters is not None + else config.rope_theta + ) + dim = getattr(config, "head_dim", None) or config.hidden_size // config.num_attention_heads + + attention_factor = 1.0 # Unused in this type of RoPE + + # Compute the inverse frequencies + inv_freq = 1.0 / ( + base ** (torch.arange(0, dim, 2, dtype=torch.int64).to(device=device, dtype=torch.float) / dim) + ) + return inv_freq, attention_factor + + @torch.no_grad() + def _ensure_default_rope_device(self, device): + # Training builds these FP32 frequencies on its execution device. + # CPU pow followed by a device copy, or casting the buffer to BF16, + # changes long-context phases and can change sparse routes. + if self.rope_type != "default": + return + if self._rope_init_device == device and self.inv_freq.dtype == torch.float32: + return + self.inv_freq, self.attention_scaling = self.compute_default_rope_parameters( + self.config, device + ) + self.original_inv_freq = self.inv_freq + self._rope_init_device = device + + @torch.no_grad() + @dynamic_rope_update # power user: used with advanced RoPE types (e.g. dynamic rope) + def forward(self, x, position_ids): + self._ensure_default_rope_device(x.device) + inv_freq_expanded = self.inv_freq[None, :, None].float().expand(position_ids.shape[0], -1, 1).to(x.device) + position_ids_expanded = position_ids[:, None, :].float() + + device_type = x.device.type if isinstance(x.device.type, str) and x.device.type != "mps" else "cpu" + with torch.autocast(device_type=device_type, enabled=False): # Force float32 + freqs = (inv_freq_expanded.float() @ position_ids_expanded.float()).transpose(1, 2) + emb = torch.cat((freqs, freqs), dim=-1) + cos = emb.cos() * self.attention_scaling + sin = emb.sin() * self.attention_scaling + + return cos.to(dtype=x.dtype), sin.to(dtype=x.dtype) + diff --git a/merges.txt b/merges.txt new file mode 100644 index 0000000000000000000000000000000000000000..31349551d90c7606f325fe0f11bbb8bd5fa0d7c7 --- /dev/null +++ b/merges.txt @@ -0,0 +1,151388 @@ +#version: 0.2 +Ġ Ġ +ĠĠ ĠĠ +i n +Ġ t +ĠĠĠĠ ĠĠĠĠ +e r +ĠĠ Ġ +o n +Ġ a +r e +a t +s t +e n +o r +Ġt h +Ċ Ċ +Ġ c +l e +Ġ s +i t +a n +a r +a l +Ġth e +; Ċ +Ġ p +Ġ f +o u +Ġ = +i s +ĠĠĠĠ ĠĠĠ +in g +e s +Ġ w +i on +e d +i c +Ġ b +Ġ d +e t +Ġ m +Ġ o +ĉ ĉ +r o +a s +e l +c t +n d +Ġ in +Ġ h +en t +i d +Ġ n +a m +ĠĠĠĠĠĠĠĠ ĠĠĠ +Ġt o +Ġ re +- - +Ġ { +Ġo f +o m +) ;Ċ +i m +č Ċ +Ġ ( +i l +/ / +Ġa nd +u r +s e +Ġ l +e x +Ġ S +a d +Ġ " +c h +u t +i f +* * +Ġ } +e m +o l +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ +t h +) Ċ +Ġ{ Ċ +Ġ g +i g +i v +, Ċ +c e +o d +Ġ v +at e +Ġ T +a g +a y +Ġ * +o t +u s +Ġ C +Ġ st +Ġ I +u n +u l +u e +Ġ A +o w +Ġ ' +e w +Ġ < +at ion +( ) +Ġf or +a b +or t +u m +am e +Ġ is +p e +t r +c k +â Ģ +Ġ y +i st +-- -- +. ĊĊ +h e +Ġ e +l o +Ġ M +Ġb e +er s +Ġ on +Ġc on +a p +u b +Ġ P +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ +as s +in t +> Ċ +l y +ur n +Ġ $ +; ĊĊ +a v +p ort +i r +- > +n t +ct ion +en d +Ġd e +it h +ou t +t urn +ou r +ĠĠĠĠ Ġ +l ic +re s +p t += = +Ġth is +Ġw h +Ġ if +Ġ D +v er +ag e +Ġ B +h t +ex t += " +Ġth at +** ** +Ġ R +Ġ it +es s +Ġ F +Ġ r +o s +an d +Ġa s +e ct +k e +ro m +Ġ // +c on +Ġ L +( " +q u +l ass +Ġw ith +i z +d e +Ġ N +Ġa l +o p +u p +g et +Ġ} Ċ +i le +Ġa n +at a +o re +r i +Ġp ro +; čĊ +ĉĉ ĉĉ +t er +a in +Ġ W +Ġ E +Ġc om +Ġre turn +ar t +Ġ H +a ck +im port +ub lic +Ġ or +e st +m ent +Ġ G +ab le +Ġ - +in e +il l +in d +er e +: : +it y +Ġ + +Ġt r +el f +ig ht +( ' +or m +ul t +st r +. . +" , +Ġy ou +y pe +p l +Ġn ew +Ġ j +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠ +Ġf rom +Ġ ex +Ġ O +l d +Ġ [ +o c +: Ċ +Ġs e +Ġ le +---- ---- +. s +{ Ċ +' , +an t +Ġa t +as e +. c +Ġc h +< / +av e +an g +Ġa re +Ġin t +âĢ Ļ +_ t +er t +i al +a ct +} Ċ +iv e +od e +o st +Ġc lass +Ġn ot +o g +or d +al ue +al l +f f +( );Ċ +on t +im e +a re +Ġ U +Ġp r +Ġ : +i es +iz e +u re +Ġb y +i re +Ġ} ĊĊ +. p +Ġs h +ic e +a st +pt ion +tr ing +o k +_ _ +c l +# # +Ġh e +ar d +) . +Ġ @ +i ew +ĉĉ ĉ +Ġw as +i p +th is +Ġ u +ĠT he +id e +a ce +i b +a c +r ou +Ġw e +j ect +Ġp ublic +a k +v e +at h +o id +Ġ= > +u st +q ue +Ġre s +) ) +' s +Ġ k +an s +y st +un ction +**** **** +Ġ i +Ġ us +p p +on e +a il +== == +n ame +Ġst r +Ġ / +Ġ & +a ch +d iv +yst em +el l +Ġh ave +er r +ou ld +ul l +p on +Ġ J +_ p +Ġ= = +ig n +S t +. 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+ÙĬ ج +íĴ Ī +à¸ŀ à¸ļ +ห ัว +з на +ר ק +à¹Ĥ ร +Ġ×ij ס +ĠBaÅŁ kan +ĠëĶ ° +à¸Ń ัà¸Ļ +ีà¹Īย ว +н еÑģ +à¹Ģà¸Ķ ิà¸Ļ +ÙĬ اÙĨ +×ķ׾ ×Ļ +ا خت +צ ×ķת +ãģĵ ãģĵ +ĠاÙĦ اÙĨ +ĠпÑĢо ÑĨ +ãģ¾ ãģł +׼ ס +ĠاÙĦ Ø¢ +ÙĬ ز +ĠاÙĦد ÙĪÙĦ +Ġíķĺ ëĤĺ +ض ع +ê» ĺ +ÅĽ wi +ย ิ +ãģ¡ãĤĥ ãĤĵ +ĠÙħ Ø´ +à¸ĺ ี +ãģ¨ ãģį +׳×Ļ ×ķת +Ġë ¯ +Ġë¯ ¸ +Ġs ı +ëĭĪ ê¹Į +Ġп л +غ ÙĦ +à¹ģ รà¸ĩ +ب ÙĬر +ãģĤãĤĬ ãģ¾ãģĽãĤĵ +ê· ¼ +Ġy üz +ĠdeÄŁ er +åł´ åIJĪ +á» ¡ +м аÑĤ +รา à¸Ĭ +ÙĪر ÙĬ +ж ен +ãģ¾ ãĤĬ +ãģ® ä¸Ń +×Ļ×ĵ ×¢ +à¸Ń ุ +à¸ļ à¸Ńล +à¸Ľà¸±à¸į หา +ز Ùħ +ÄŁ a +à¸Ń ืà¹Ī +à¸Ńืà¹Ī à¸Ļ +п л +Ġне обÑħодим +׼ ×ij +à¹Ģ ศ +קר ×Ķ +ì² ĺ +ëł ¨ +×ŀק ×ķ×Ŀ +jÄħ c +Ùĩ ÙĦ +Ġ×¢ ×ij×ķ×ĵ +à¹Ħม à¹ī +à¸ģล ัà¸ļ +×ķ׼ ׾ +ק ×ĵ +اÙĦ ÙĬØ© +ر Ùĩ +ãģij ãĤĮãģ° +ĠÙĨ Ùģس +ãĤ¢ ãĥ« +ìĹ Īëĭ¤ +ק ×ķר +н еÑĢ +ب اب +ãĤ ¶ +سب ب +ÙĦ ÙĬÙĦ +ص ÙĨ +ص در +ế m +à¸Ĭà¹Īว à¸ĩ +ØŃ ÙĨ +Ġ×ij ×Ĵ +×ŀ ×ķ×¢ +׾ ×Ĺ +大 ãģį +ت ب +н еÑĤ +×Ļ×ij ×Ķ +б л +ãĥĹ ãĥª +اص Ø© +ãģ¤ ãģij +×Ļ×ŀ ×ķש +ãģĮ ãģĤ +ëĭ ´ +ãģĭãĤĤ ãģĹ +ãģĭãĤĤãģĹ ãĤĮ +ãģ¡ ãĤī +×ij ×ĺ +Ġba ÄŁ +×Ļ×Ĺ ×¡ +×ij ×ķ×¢ +ล ี +פע ×Ļ׾ +им и +g ÅĤ +Ġим е +خد اÙħ +×IJ ×Ļר +Ġy apt +ãģ¨ ãģĦ +à¸ĩ à¹Īาย +׾×Ļ ×ķ +ØŃد Ø« +را ÙĤ +ĠÄIJ i +اد ر +ãģĵãģ¨ ãĤĤ +×ij ×Ļר +Ġв з +ض اÙģ +ת ×ķ׼ +ÑĢ ом +ر ات +à¹Ģà¸Ĺ à¹Īา +ãģĺ ãĤĥ +ãģĿ ãģĵ +اج تÙħاع +à¹īà¸Ń à¸Ļ +ÙĤ Ùħ +ë³ ¸ +Ä ŀ +ש ×Ļ×ķ +×ij ׳×Ļ +ìľĦ ìĽIJ +à¹ģ à¸Ī +×Ĺ ×ķר +دÙĬ ÙĨØ© +ت Ø· +ằ m +ò a +ย à¸Ńà¸Ķ +Ġëĭ ¹ +สุ à¸Ĥ +×ĵר ×ļ +د ÙĨ +س ÙĬÙĨ +ÙĪÙĤ Ùģ +ÑĨ Ñĭ +г оÑĤов +еж дÑĥ +à¸ŀ วà¸ģ +اÙĤ تص +اÙĤتص اد +cz ÄĻ +ni ÄĻ +ÑĢ еб +ØŃ ÙĪ +à¸Ĺ à¹Į +ãĤĪ ãģŃ +д ж +à¸ģล à¹Īาว +دÙĬ Ø« +ãĤ³ ãĥŁ +ÙĤ ÙĪÙħ +Ġت ØŃ +à¹Ģ à¸ķิ +اÙģ ظ +à¸Ī ุ +رÙĬ اض +×ŀש ×ļ +à¹Ĥ ย +еÑĢ е +ãģ¿ ãģŁãģĦ +ìĿ´ ëĿ¼ +ĠاÙĦÙħ ÙĪ +ĠÑģÑĤ о +à¹Ģรà¹ĩ ว +Ġд еÑĤ +ĠÑģ дел +à¹Ģà¸Ĭ ืà¹Īà¸Ń +פ ׳×Ļ +ÙĪض ÙĪع +×ij ס +à¹ģ à¸Ķ +ó c +ริ ม +ÑĢаР´ +ìĪ ł +ãĥ¼ãĤ º +ãģ« ãģĬ +и но +פ ×Ļ׾ +à¸Ĭั à¹Īà¸Ļ +×Ĺ×ĵ ש +à¹Ģà¸Ļ ืà¹Īà¸Ńà¸ĩ +׳ ×Ļס +غ رب +ãĤ¸ ãĥ£ +ส ัà¸ĩ +à¹Ģ à¸Ĺีà¹Ī +à¹Ģà¸Ĺีà¹Ī ยว +ëŁ ¼ +à¹ģ à¸Ł +ãĥ¼ãĤ · +ãĥ¼ãĤ· ãĥ§ãĥ³ +Ġвоз мож +جÙħ ÙĪع +×ijר ×Ļ×Ŀ +ãĥĪ ãĥ© +ĠкаÑĩ еÑģÑĤв +Ø· ÙĬ +ÑĤ Ñı +צ ×ķ×¢ +ÄŁ ını +ع ÙĦÙī +ا Ø° +ÙĪاÙĤ ع +Ùħ ÙĪا +ائ ÙĬÙĦ +к ол +á»ģ m +à¸ľà¸¥ ิà¸ķ +×Ļ׳ ×ĺר +س Ùĥ +ש ×Ļר +ศึà¸ģ ษา +à¸ļ ั +Ñĩ аÑģ +×ķפ ×Ķ +×Ļפ ×ķ׾ +ĠاÙĦس اب +رÙĬ ب +ĠاÙĦ بÙĬ +ãĤ¹ ãĥĨ +Ñĩ ен +à¹ģ à¸ľ +Ġ׳ ש +ز ÙĬد +ØŃ Ø§Ø¯ +ëį Ķ +رÙĪ ع +à¸Ĺุ à¸Ļ +ส มา +c zeÅĦ +×Ļ×ĵ ×Ķ +ãģ§ ãģĤ +Ġçoc uk +Ø® ب +à¸ļ าย +à¸Ľà¸£à¸° à¸Ĭา +×ŀש ׾ +ãģª ãģĭ +à¸ģ าย +ãĥģ ãĥ£ +аÑĢ и +ĠÑĩ а +à¸Ķ ำ +à¸Ĺั à¹Īว +Ñĥ Ñħ +Ġö z +Ġì¢ ĭ +ج رÙĬ +ائ ÙĤ +à¸ł ัย +Ø· ار +د ارة +Ä© nh +Ø« ÙĨ +zell ik +اÙĦ ت +Ġg eli +ãĥķãĤ © +ол од +رب ع +שת ×ŀש +à¸ļร ร +íĿ ¬ +Ġü rün +Ġê·¸ ëłĩ +ศาส à¸ķรà¹Į +ãģ ľ +×Ļ×ij ׾ +ĠпÑĢед ÑģÑĤав +سط ÙĬÙĨ +ãĤĴ 使 +Ġпом оÑī +×ķק ר +ãĥ¯ ãĥ¼ +Ġyö net +×Ļק ר +à¸Ĥ า +еÑĢи ал +ØŃ Ùģ +Ġ×Ļ צ +à¸Ĺ ิ +å£ ² +à¸Ļ à¸Ńà¸ģ +×ķ׼ ר +íĻ ľ +ủ y +ĠاÙĦÙĤ ر +×Ļ×ij ×ķת +ÅĽ ni +Ùħ شار +ượ t +ĠÙĦ دÙĬ +ÑĤ ел +ĠØ¥ ÙĦÙĬ +عÙĦ ÙĪÙħ +ìķ ĺ +в иÑĤ +à¸Ħ ะ +yr ı +ãģ¨ ãģ£ãģ¦ +à¹Ģ à¸ī +à¸ĸ าม +ÙĤ ار +عÙĦ اÙħ +ặ ng +Ùħ ÙĴ +×Ļ×ŀ ת +سب Ø© +ãĤ¯ ãĥ© +×ķס ×£ +ĠпÑĢ ин +ãģĦ ãĤį +س اس +عت بر +วิ à¸Ĺย +วิà¸Ĺย า +س Ùĥر +ãĤ· ãĥ§ +ãģ ģ +ัà¸ģ ษ +×ij ×ķ×Ķ +ห ย +ãģ¾ ãĤĮ +ĠоÑĢг аниз +каз ал +ĠÑģв Ñıз +uy ết +ĠпÑĢо из +Ġק ×ĺ +à¹ģà¸ģ à¹ī +п ÑĥÑģ +Ġê·¸ ê²ĥ +ëĬ IJ +л екÑģ +ãĥ¼ãĥ Ĺ +à¸ķ ำ +ת×Ĺ ×Ļ׾ +à¸Ńà¸ĩ à¸Ħà¹Į +Ạµ +׳ צ +Ø£ Ø´ +Ø´ Ùĩ +ย ะ +à¸ģ à¸İ +ĠاÙĦØ¥ سÙĦاÙħ +ед ÑĮ +ãģ² ãģ¨ +ëıĦ ë¡Ŀ +ãģ© ãģ® +Ñĥ в +еÑĩ ение +ĠاÙĦت ج +ãģ« è¡Į +Ġп озв +ãĤı ãĤĬ +ÙĦ اث +íķĺ ìĺĢ +Ġм аÑĢ +Ġkon uÅŁ +ãĥ¬ ãĤ¹ +ãĤĴ æĮģ +ĠоÑģ нов +×Ĺ ×ij +ÙĪج ÙĪد +פ ×ķף +в оÑĢ +Ġн ик +ãģĭ ãĤĭ +ÅŁtır ma +×Ļס ×ĺ +Ø£ ÙĦ +ห à¹Į +и она +лÑĮ н +Ġг оÑģ +ĠÐľÐ¾Ñģ к +ÑĢ об +×ķ×IJ ×Ļ +ãģĬãĤĬ ãģ¾ãģĻ +ãģ£ãģ ± +к л +à¸Ļ à¸Ķà¹Į +رÙĬ Ùģ +اس ب +ĠÑĢ еÑĪ +Ġд ол +ãģ¹ ãģį +×Ļ×ij ×ķר +м еÑī +Ġна ÑĪ +à¹ģ à¸Ľà¸¥ +ÑĢ иÑĤ +кÑĥ Ñģ +и ÑĢа +аÑĤ ÑĥÑĢ +ÙĪا صÙĦ +à¹Ģà¸ľ ย +à¸Ń ำ +à¹Ģà¸ģ ิà¸Ļ +غ Ùħ +ãģĻ ãģİ +lı kl +ÅĦ sk +ê² ¬ +×Ļ׼ ×Ķ +׊ש×ij +ÙĪر ÙĬØ© +Ġд ейÑģÑĤв +×Ĺ׾ ×ĺ +Ġ׾ ×ŀ×¢ +צ׾ ×Ļ×Ĺ +еÑĩ а +Ùģ اع +×Ĵ ×Ļ×ĵ +áºŃ m +ÄĻ b +Ø´ ع +ãģı ãĤĬ +à¸ŀ ุ +ед еÑĢ +à¸Ĥ à¸Ļ +à¸Ħ าร +ĠболÑĮ ÑĪ +ãģı ãģªãĤĬ +à¸ĵ า +×ĵ ×ķ×Ĵ +Ġм н +ä¸Ĭ ãģĮ +ç¶ļ ãģį +ฤ ษ +ภĨ +Ø® ÙĬ +à¹Ģà¸Ĺ à¸ŀ +สั ม +à¹Ģส à¸Ļ +à¹Ģสà¸Ļ à¸Ń +ãĥ ´ +Ġи ÑģÑĤ +با شر +ĠÑĥ ÑĢов +×ŀ ×ķ×ĸ +ab ı +wa ż +×ķצ ×IJ×Ķ +ÑĤ веÑĢ +à¸ŀัà¸Ļà¸ĺ à¹Į +׳ ×Ĵ×ĵ +ãĤĭ ãģĵãģ¨ãģĮãģ§ãģį +ĠÑĤÑĢ еб +à¸ģร ุà¸ĩ +ØŃت اج +à¹Ģ à¸Ħล +ã Ĩ +ÄĻ tr +Ġszcz eg +Ġר ש +à¸Ĺ à¸ĺ +Ġн ек +Ġнек оÑĤоÑĢ +в ÑĪ +Ð ¬ +à¹Īว ย +ล ุ +б ÑĢÑı +หม ูà¹Ī +à¹ģ à¸ķà¸ģ +ר׼ ×Ļ×Ŀ +Ġí ĸī +ã i +Ùĥر Ø© +â Ń +í IJ +ã į +á ģ +â ® +â ¥ +ì ® +à ¿ +â ¿ +á Ĥ +á ¤ +â ł +í Ł +ðIJ į +ðIJ ° +ðĿ Ĩ +ðŁ Ī +Ġ×¢ ׾ +Ġع ÙĨ +ĠÙħ ع +Ġ×ĸ ×Ķ +ĠÙħ ا +Ġm Ãł +Ġd ụ +á»ĩ c +а Ñħ +s ı +íķĺ ê³ł +Ġ×ķ ×ij +ĠÐŁ о +×ķת ר +ĠÙĦ Ùħ +Ġ×ķ ׾ +ãģĹãģ¦ ãģĦãĤĭ +Ġ×ŀ ×Ļ +Ġب ÙĬÙĨ +з а +ĠÙĥ اÙĨ +Ġ×Ķ ×Ļ×Ķ +ëħ Ħ +×IJ ×ķ +д и +ĠпеÑĢ е +d ı +Ġ׾ ש +Ġש ×ŀ +ãģĮ ãģĤãĤĭ +ãģĦ ãģĦ +ÑĢ е +ק ×ķ +и ли +м е +ÙĬ ت +ãģ§ ãģĤãĤĭ +Ġв о +à¹ĥ หม +à¹ĥหม à¹Ī +Ġש ×ij +Ġ à¹Ĥà¸Ķย +ÙĬ Ùĩ +ãģ§ãģĻ ãģĮ +ãģ¨ ãģ¯ +ר ×ķ +Ġ à¸ĭึà¹Īà¸ĩ +ãģ§ãģį ãĤĭ +м о +à¹Ģà¸ŀ ืà¹Īà¸Ń +צ ×ķ +×ĺ ×ķ +ìķ Ī +Ġh á»į +à¹Ģà¸ĩ ิà¸Ļ +ĠاÙĦ ب +Ġ มี +ë¬ ¼ +Ñģ е +ëĵ¤ ìĿ´ +Ġë§ IJ +Ġl Ỽ +a ÅĤ +×Ĺ ×ijר +Ġd á»± +ÙĬ Ø« +Ġth á»ĭ +à¸ģà¹Ī à¸Ńà¸Ļ +Ġ×ij ׼׾ +ãģ ¸ +ãģ¨æĢĿ ãģĦãģ¾ãģĻ +ả nh +ย า +Ùģ ا +ส ี +à¸ķ า +ë² ķ +ãĥª ãĥ¼ +รา à¸Ħา +Ġ×ķ ׾×IJ +ãģ¨ ãģĵãĤį +à¹Ģล ืà¸Ń +di ÄŁi +ÙĪ اÙĨ +Ġ׾×Ķ ת +รว ม +פ ×Ļ×Ŀ +à¸ľ ม +ж и +c ı +ÑĢ од +Ġkar ÅŁÄ± +×Ĵ ×ķ +ãģ« ãģ¤ +ãģ«ãģ¤ ãģĦãģ¦ +r Ãł +×Ļ×ķת ר +ĠìĨ Į +ק ×Ķ +ÑģÑĤв о +ãģij ãģ© +g é +à¸Ķ à¹īาà¸Ļ +çļĦ ãģ« +ĠÙĬ ÙħÙĥÙĨ +ìĨ į +ÙĬ Ùĥ +à¹Ħว à¹ī +Ñģки й +ì m +Ġ׾×IJ ×Ĺר +à¸Ńา หาร +Ġà¹Ģ à¸ŀ +รา ะ +ล ูà¸ģ +ÑģÑĤ а +Ġìľ ł +ÙĤ ÙĪÙĦ +б оÑĢ +Ñģк ого +หล ัà¸ĩ +à¸Ĥ à¹Īาว +à¹Ģม ืà¸Ńà¸ĩ +ê° ģ +t Ãł +ÙĬ ÙĬÙĨ +عر ض +ë° © +Ġëı Ļ +Ġà¹Ģ à¸Ľ +Ġà¹Ģà¸Ľ à¹ĩà¸Ļ +ç i +li ÄŁi +ìĹIJ ê²Į +ãĤ¿ ãĥ¼ +Ġ׾ ת +פ ×ķת +à¸Ĥ à¸Ń +ر س +ìł IJ +à¸ľ à¹Īาà¸Ļ +ÑĦ и +ج ÙĨ +ì¢ ħ +Ġ×Ķ פ +Ġn go +á»ĭ a +Ġtá» ķ +Ġê·¸ 리 +à¹Ģม ืà¹Īà¸Ń +Ø° Ùĥر +ìĸ ij +ìĹ Ń +×ĺ ׾ +k ı +Ġع ÙħÙĦ +Ġع ÙĨد +à¸ĭ ืà¹īà¸Ń +Ġê± ° +в е +r ü +à¹Ģ à¸Ńา +ส à¹Į +à¸Ī à¸Ļ +ס ת +Ġgi ả +ãĤĭ ãģ¨ +à¸ģำ ลัà¸ĩ +н ей +à¸Ī ริ +à¸Īริ à¸ĩ +Ġë į +Ġëį Ķ +à¸Ħà¹Ī ะ +ì n +Ġsü re +Ġqu y +à¸ļ าà¸ĩ +åıĸ ãĤĬ +ר ×Ĺ +×ij ת +ãģĮ ãģĤãĤĬãģ¾ãģĻ +ר ש +ìĹIJ ëĬĶ +Ġ×IJ פשר +ay ı +ãģĮ ãĤī +ØŃ Ø¨ +ан Ñģ +س ÙĪ +ĠпÑĢ е +د ÙĪ +ãģ« ãĤĪ +à¹Ģà¸ģ ม +สู à¸ĩ +m akt +makt ad +maktad ır +Ġön em +×Ļ×ŀ ×Ļ×Ŀ +б о +ÙĪ ÙĬØ© +รู à¸Ľ +à¹Ĥล à¸ģ +Ùħ ÙĬع +ÑģÑĤ Ñĥп +à¹Ĥ à¸Ń +دÙĬ ÙĨ +ì¤ ij +ãģĹãģ ı +à¹Ģส ีย +в Ñĭ +Ùħ ت +íĺ Ħ +ãĥIJ ãĥ¼ +ا Ø´ +ק ס +Ġtá» ¥ +ล à¸Ķ +Ùģ Ø© +í ijľ +ر ج +k ÅĤad +ĠÅŁ ey +ĠØ£ Ùħ +Ġà¹Ģ ม +Ġب ÙĦ +Ñģ каÑı +ãģ¨ ãģ® +Ġìĭ ¤ +ấ m +ห à¹īà¸Ńà¸ĩ +à¸Ĭ ม +d ü +Ġç ek +Ġê³ ł +×Ĵ ×ij +à¸Ĭี วิ +à¸Ĭีวิ à¸ķ +Ùģض ÙĦ +ภ¯ +ç ı +Ġب Ø´ +ĠÙĩ ÙĨا +ãģį ãģ¾ãģĹãģŁ +t ü +Ġìĺ ģ +ĠTür k +к ÑĤ +פר ס +ãģ¨ãģĦãģĨ ãģĵãģ¨ +í ĶĦ +à¹ģร à¸ģ +ר ×ķף +Ġar as +×ŀצ ×IJ +Ġtá» ī +س ا +à¸ŀ à¸Ń +ĠاÙĦÙħ ØŃ +ãĥ ¤ +ĠاÙĦ است +Ùģ ÙĨ +×Ļ×ŀ ×Ķ +ر ت +ãģ¨ ãĤĤ +Ġна Ñģ +п ÑĢи +Ġ×Ĺ ×ķ +и ла +ÙĬ Ø´ +Ġgö z +Ġ×ij ׳×Ļ +ım ı +ĠÑĤ еÑħ +Ġh á»Ļ +غ ر +к он +اØŃ Øª +Ġ à¸ŀ +à¸Ń à¸Ńà¸Ļ +à¸Ńà¸Ńà¸Ļ à¹Ħล +à¸Ńà¸Ńà¸Ļà¹Ħล à¸Ļà¹Į +Ñħ о +Ñı в +à¹ģ สà¸Ķ +à¹ģสà¸Ķ à¸ĩ +à¹Ģà¸ŀ ียà¸ĩ +ÑĤ ов +ا ÙĬ +Ġ×Ķ ×ĵ +Ġ×ķ ׼ +ãĤī ãģĦ +×ķפ ף +Ġë ¶Ī +ล à¸Ńà¸ĩ +Ø· اÙĦ +Ġн и +ĠÙħ ست +ế c +Ġש ׼ +ĠëķĮ 문 +วัà¸Ļ à¸Ĺีà¹Ī +×Ļ׾ ×ĵ +ØŃ Ø§ +е ÑĨ +Ġc ứ +×ĵ ×ķר +ĠÙħ ØŃ +ר׼ ×ij +بÙĬ ع +ни и +ĠاÙĦØ£ ÙĪÙĦ +à¸Ħว ร +ãģ¨æĢĿ ãģĨ +ĠС о +ائ ÙĬØ© +ر اء +оÑģ об +Ġب Ø£ÙĨ +×¢ ×ķ×ĵ +ĠÑĤ е +ãģĵ ãģĨ +ÑģÑĤ ÑĢа +ай н +Ġsö z +ت ÙĨا +à¸Ń ิ +ặ p +ĠìķĦ ëĭĪ +íķ Ń +Ġר×IJ ש +Ġ à¹Ħà¸Ķà¹ī +Ġ×Ĵ ×ĵ +Ġס פר +обÑī е +ĠÙĪ Ø¥ +ada ÅŁ +ãģ¡ ãĤĩ +ק ×ķ׾ +ÑĢ ез +ĠdÃ¼ÅŁ ün +Ġ×ij ×IJ×ŀ +Ġìĸ´ ëĸ +ער ×ij +н ее +ĠÑģÑĤÑĢ ан +س اÙĨ +yn ı +ĠاÙĦر ئÙĬس +ãģĹãģ ª +Ġ׳ ת +ãģ«ãģª ãģ£ãģŁ +g ü +åıĹ ãģij +׾ ת +ìł Ī +ëĬĶ ëį° +Ø® ÙĬر +à¸ķà¹īà¸Ńà¸ĩ à¸ģาร +ĠÙĦ Ø£ÙĨ +Ġch á»ĭ +ÙĪ Ø© +à¹ĥ ส +ë¶Ģ íĦ° +íķĺ ë©´ +ữ u +à¹Ģหม ืà¸Ńà¸Ļ +б еÑĢ +ĠìĿ´ ìļ© +ĠÑģ еб +wiÄĻ ks +Ġ׳ ×¢ +ÑĤ ÑĥÑĢ +Ġngh Ä© +ש ×ķ×ĺ +ti ÄŁi +Ġde ÄŁi +×IJ ×ij +Ġ×ŀ ×ŀ +ãĥĹ ãĥŃ +wa ÅĤ +à¸Ī ึà¸ĩ +Ø® دÙħ +×IJ ×Ŀ +Ä±ÅŁ ı +cz Äħ +ר ×ĵ +ĠÑĢ Ñĥб +خر Ùī +ãģ® æĸ¹ +Ġд енÑĮ +×Ĺ ×Ļ×Ŀ +еÑĤ е +ëĤ ľ +×IJ ×Ĵ +×¢ ×ķר +ë³ Ħ +åIJĮ ãģĺ +ãĤ ² +ר ×ļ +×ķש ×IJ +ìľ ¡ +ا Ø® +צ ×Ļ×Ķ +á»± a +ãģĪ ãģ¦ +ש×Ķ ×ķ +ан ÑĤ +ลา à¸Ķ +ин г +ë¡ ł +اع د +ÙĪ سط +Ġв оп +Ġвоп ÑĢоÑģ +Ùħ ÙĬÙĨ +à¸Ħ à¸ĩ +×Ļר ×Ļ×Ŀ +c ów +ê² © +Ġê·¸ 룰 +Ġì§ Ħ +Ġש ׾×Ķ +à¹Ģร ิà¹Īม +à¸Ĭ à¸Ńà¸ļ +д еÑĤ +ÑİÑī иÑħ +à¸ļ à¸Ńà¸ģ +æĢĿ ãģĦ +ع ÙĬد +ס ×ŀ +×Ĵ ×Ļ×¢ +צ ×ĵ +ب ات +ĠëĶ° ëĿ¼ +à¸Ī ัà¸ĩ +ãģłãģij ãģ§ +×¢ ×Ļר +ĠÑĩ ел +ĠÑĩел ов +ĠÑĩелов ек +ãĥĥ ãĥģ +à¹Ģà¸ģ ีà¹Īยว +à¸Ķ ิ +Ġפ ×¢ +×Ļ×ŀ ×Ļ +ë° ĺ +Ø® ار +×ij ×Ļת +×¢ ×Ļ×Ŀ +ü yor +ãĤģ ãģ¦ +к лад +Ġ à¸Īาà¸ģ +à¹Ģà¸Ħ ย +ส à¸Ńà¸ĩ +à¹ģ à¸Ħà¹Ī +ẫ u +หà¸Ļ ัà¸ĩ +ש׾ ×ķ×Ŀ +اÙĨ ÙĬØ© +åĩº ä¼ļ +åĩºä¼ļ ãģĦ +à¸ł าย +à¸ļา à¸Ĺ +à¸Ĭา ว +mu ÅŁ +Ġ׾ק ×ij׾ +ãĤ· ãĥ£ +ĠÄ° ÅŁ +×Ĵ×ĵ ×ķ׾ +ج عÙĦ +ë³ Ģ +ยิ à¹Īà¸ĩ +à¸Ļ าย +à¸Ļ ีà¹Ī +วิ à¸ĺี +ãĤī ãģªãģĦ +ëł Ī +Ġ문 ìłľ +Ġ à¸ģ +à¸Ĺำ à¸ĩาà¸Ļ +à¹Ģว à¹ĩà¸ļ +ÑĦ е +楽 ãģĹ +สำ à¸Ħ +สำà¸Ħ ัà¸į +ر Ùħ +ãģķãĤĮ ãģ¦ +Ġоб ла +ר×IJ ×Ļ +หม à¸Ķ +ÙĨ ÙĬØ© +ли н +Ġe ÄŁ +it im +ëł ¹ +ص اÙĦ +ÅĽ l +à¸ľ ิà¸Ķ +ãĥŀ ãĥ³ +åħ¥ ãĤĮ +à¹Ģà¸ķ à¸Ńรà¹Į +ار ÙĬ +ĠÐ ¦ +d ür +ส วย +ë¦ ½ +رÙĥ Ø© +Ġh ã +×Ļת ×Ķ +à¸Ĥ à¸Ļา +à¸Ĥà¸Ļา à¸Ķ +à¸Īำ à¸Ļ +à¸Īำà¸Ļ วà¸Ļ +ש ×ķק +Ġд ом +ì± ħ +ãģĭ ãģij +פ ×ķ׾ +à¸Ĭ าย +Ñģ моÑĤÑĢ +Ñģл Ñĥж +ש ×IJ׾ +кÑĢÑĭ ÑĤ +Ġìŀ ĺ +é«ĺ ãģĦ +ĠÑĢ Ñĥк +ÙĨ ص +д ав +Æ°á» ¡ +ưỡ ng +ر اÙħ +×Ļ׳ ×Ļ×Ŀ +ãĥ© ãĥ¼ +ëĦ ¤ +Ġت ع +l ke +好 ãģį +æĮģ ãģ¡ +Ġë§ İ +Ġy ük +ĠÑģоÑģÑĤ ав +енÑĤ ÑĢ +pe ÅĤ +à¹Ģà¸Ľà¸¥ ีà¹Īย +à¹Ģà¸Ľà¸¥à¸µà¹Īย à¸Ļ +íı ī +ãĤĦ ãģĻ +×Ĺ ×ĸ +×ijר ×Ķ +ë£ ¨ +ìĶ Ģ +بØŃ Ø« +à¹Ģà¸ķ à¹ĩ +ów i +ب Ùĩ +ãģį ãģ¾ãģĻ +Ġ×¢ ×ŀ +×Ĵ ×ķ׾ +ез д +ÙĬÙģ Ø© +สà¸Ļ à¹ĥà¸Ī +Ġת ׾ +Ñı Ñī +Ġس ÙĨ +ĠÙĪا ØŃد +ĠÑģ м +lad ı +ı ld +×Ļר ת +ีย à¸Ļ +ת×Ĺ ×ª +Ġж из +à¸ŀ ั +à¸ŀั à¸Ĵ +à¸ŀัà¸Ĵ à¸Ļา +à¸Ĭ ิ +ا Ø®ÙĦ +ãģ£ãģ¦ ãģĦãģŁ +รั à¸IJ +ãĤģ ãĤĭ +à¹Ĥ à¸ģ +ĠT á»ķ +Ġh akk +ر Ùģ +ìł Ģ +Ñģ об +ãģª ãģijãĤĮãģ° +Ùĩ ÙĪ +Ġë² ķ +ãĤ Ĩ +ĠاÙĦس عÙĪد +Ġ×IJ תר +Ø§Ø º +Ġ׾ ×ĵ +à¹ģ à¸ķ +à¹ģà¸ķ à¹Īà¸ĩ +íĮ Į +Ñĥп иÑĤÑĮ +à¸ŀืà¹īà¸Ļ à¸Ĺีà¹Ī +×ij ת×Ļ +à¹ĩ à¸ģ +ÅĤ at +Ġê°ľ ìĿ¸ +ìłķ ë³´ +ÑĤ ал +Ġgü ven +ĠÄ° l +Ġê° ģ +Ġب ت +×ŀ ×ķ׳×Ķ +ĠاÙĦØŃ ÙĥÙĪÙħ +ÙĤ ات +à¹ģ à¸ģà¹Ī +ห าà¸ģ +н ÑĮ +à¸Ľ รัà¸ļ +มา à¸ĵ +Ġне Ñģк +ĠØ ¶ +สม ั +สมั à¸Ħร +ãģĮ ãģĤãĤĬ +м еÑģÑĤ +Ġ×IJ צ׾ +Ġкомп ани +ס ר +ÙĬÙħ Ø© +ĠÑħ оÑĢо +ĠÑħоÑĢо ÑĪ +Ġ×Ļ ×ķ×ĵ +ü s +×Ĵ ×Ļש +à¸ļ à¸Ĺ +تÙĨ ظ +ว าà¸ĩ +ม หา +Ġ׼ ×ķ׾ +à¸Ĥ à¹īาà¸ĩ +ë° ľ +г од +д ан +ãģĭãĤĤãģĹãĤĮ ãģ¾ãģĽãĤĵ +ãģĵ ãģ¡ãĤī +ãĥIJ ãĤ¤ +ece ÄŁi +دÙĬ دة +ÙĨ Ùī +Ġëĭ¤ ìĿĮ +ว ี +غ ا +ли з +à¹Ģà¸Ķ ิ +à¹Ģà¸Ķิ ม +ĠÙĬ ست +Ġy ılı +ko ÅĦ +ãģ§ãģĹãĤĩãģĨ ãģĭ +ãģĤ ãģª +ãģĤãģª ãģŁ +ÑĨ ен +ĠÙĪ ز +×IJ ×Ļש +à¹Ī à¸Ń +ر ØŃ +ê´ ij +ÑĢа ÑģÑĤ +Ġ×Ķ ׾ +ãģĹãģ¦ ãĤĤ +×ŀר ׼ +×ŀר׼ ×ĸ +éģķ ãģĦ +ãģŁ ãģı +ĠÑģ Ñĥд +в еÑģÑĤи +ĠíķĦ ìļĶ +ãĥķ ãĤ§ +ÑĤелÑĮ но +à¹Ģà¸ŀ ืà¹Īà¸Ńà¸Ļ +ÅĤu ż +à¹Ģà¸Ķิà¸Ļ à¸Ĺาà¸ĩ +ש ×ķר +Ġ×ŀ ×ĵ +×ķ×¢ ׾ +ÙĦ اÙħ +à¹Ħ à¸ĭ +л ей +кÑĥ ÑĢ +Ạ¢ +à¸Ĺ าà¸Ļ +ì§ ij +ĠгоÑĢ од +ר ס +׾ ×ķ×Ĵ +mas ını +Ġл ÑĥÑĩ +ล à¹Īา +ìļ ¸ +ש ×ĺ +ĠÐĺ н +í Ĥ¤ +ÙĪÙĦ ا +ìķ ł +ĠØ£ÙĬ ضا +Ùĥ ار +ĠاÙĦت ع +ส ูà¹Ī +ãĤ ¼ +×ij ×Ļ×IJ +ย à¸ģ +ĠØŃ ÙĤ +ر بÙĬ +ãģĺãĤĥ ãģªãģĦ +รัà¸ģ ษา +Ñħод иÑĤ +à¸ķ à¸Ńà¸ļ +׳ ×ĺ×Ļ +ĠاÙĦÙħ ج +تÙħ ع +ов аÑĤÑĮ +ÙĦ ÙĬÙĨ +×Ļ×ŀ ×ķת +Ġm ù +n ÄĻ +Ġد ÙĬ +׼ ש×Ļ×ķ +Ġhi ç +ë ijIJ +ÙĪ اء +ÙĪ Ø· +ĠاÙĦ بÙĦ +à¹ģม à¹ī +ק ×ķת +ÙĪج د +å§ĭ ãĤģ +ÙĬ ئة +Ġë§ ¤ +ص بØŃ +פ ×IJ +г оÑĢ +ס ×Ķ +بÙĬ ÙĤ +ย าà¸ģ +Ġн ад +ÙĬ Ùij +Ġب ÙĪ +ס ×ķר +Ùħ ÙĥاÙĨ +ר ×ij +×Ĵ ×ĸ +צ ת +b ilit +л аг +ĠN go +×IJ ×ķר +à¸ķ à¸Ļ +íĬ ¹ +à¸Ĺีà¹Ī à¸Ķี +à¸Ľà¸£à¸° à¸Īำ +ов ание +ãģĦ ãģ¤ +ãĥĥãĤ¯ ãĤ¹ +åIJĪ ãĤı +åIJĪãĤı ãģĽ +×Ļ׳ ×ķ×Ļ +ạ y +Ø« ÙĤ +ĠпÑĢ об +ĠпÑĢоб лем +ÅŁ eh +ÅŁeh ir +ع ادة +اÙĨ ÙĪÙĨ +à¸ķัว à¹Ģà¸Ńà¸ĩ +ì¶ ķ +ı lan +б ан +ãĥ³ ãĥī +à¸Ī ี +Ġ×Ķש ׳×Ļ +п оÑĤ +×ķ׾ ×Ļ×Ŀ +ล ัà¸ļ +ĠÑį ÑĤи +×ijק ש +ë¹Ħ ìĬ¤ +à¸Ńยà¹Īาà¸ĩ à¹Ħร +×Ļ׾ ×Ļ +à¹ĥà¸Ĭ à¹Ī +ĠاÙĦ ÙĥÙĦ +ãĥļ ãĥ¼ãĤ¸ +ص Ø© +ÑĤи ÑĢ +ãĤĵ ãģ© +зÑĭ к +wy ż +Ùĩ ÙĬ +ĠÙħ ÙĦÙĬ +Ġвид е +ظ اÙħ +دا ÙĪÙĦ +×ŀ ת×Ļ +Ġs ık +à¹Ģà¸ķิ ม +ãĤ¢ ãĤ¤ +ка Ñħ +צ ×Ļ׾ +à¹Ģà¸Ĭ à¹Īà¸Ļ +м аг +маг аз +магаз ин +à¸Ľ ั +à¸Ľà¸± à¸Ī +Ġש ×Ļר×ķת +ีย ม +ãĥĸ ãĥ« +Ġد ÙĪÙĦ +קר ×Ļ×Ŀ +Ùĩ Ùı +ов о +Ġü ret +د ÙĪÙĨ +à¹ģà¸Ļ ว +à¹Ģà¸Ļ ืà¹īà¸Ń +ĠÑĦ оÑĤ +ãĥ ĺ +ãģ¤ ãģĭ +Ñı Ñģ +ĠíķĺëĤĺ ëĭĺ +ائ ع +Ġп лаÑĤ +ìĺ Ī +Ġdost ÄĻp +ÙĪج Ùĩ +Ġ×Ķ ×Ĺ×Ļ +׳ ×Ļק +д ей +í ĽĦ +ı y +بØŃ Ø± +à¹Ģส ริม +Ġ׾ ×Ĵ +Ø°Ùĩ ب +ج ÙĬÙĦ +رÙĥ ز +Ġë ħ +Ġëħ ¸ +פ×Ļ׾ ×ķ +ãģ¾ ãģļ +iri ÅŁ +ĠÙĥ ÙĬÙģ +Ġ×ij צ +Ġêµ IJ +ÑĢоÑģ Ñģ +ĠØ´ ÙĬ +Ġiç er +×Ĵ ×ķ×ij×Ķ +мен но +×¢ ×ij×Ļר +×ķ×ŀ ×Ķ +ãĤī ãģĹãģĦ +ãģ ¼ +Ñī ин +è²· ãģĦ +جÙħÙĪع Ø© +Ġdön em +Ġ×ij ×IJר +в еÑģÑĤ +×ķר ×ķת +س Ùģ +à¹ģà¸Ĺ à¸Ļ +Ġд окÑĥменÑĤ +Ġا ÙĬ +ج اÙĨ +צ×ķ×¢ ×Ļ +ĠоÑģ об +ĠاÙĦÙħ س +ÑĢаР± +à¸ł ู +à¸Ķ าว +л екÑĤ +ع ÙĤ +×ķ×ĵ ×ķת +Ġol u +Ġolu ÅŁtur +ãģ¾ ãģ¾ +ед ин +à¹Ģ à¸Ńà¸ģ +ãĤµ ãĤ¤ +ëĦ Ī +Ø· ÙĨÙĬ +Ø· ÙĤØ© +ĠÐł аз +ÙĦ Ùij +Ñĩ ем +Ġ׾ ×ĺ +สั à¹Īà¸ĩ +سر ائÙĬÙĦ +Ġפר ×ĺ×Ļ +д еÑģÑĮ +Ġ׳ ׼ +اÙĨ ب +ÙĬا Ø© +Ùħ بر +Ġk ı +à¸Ľ à¸ı +à¸Ľà¸ı ิ +à¸ļั à¸ķิ +׳ ת×Ļ +ìĨ ¡ +ر اب +à¹ĥ à¸ķ +à¹ĥà¸ķ à¹ī +×Ļ׳ ת +ÙĪ ÙĬر +Ġ×Ķ×ŀ 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+èIJ½ ãģ¡ +åĩº ãģ¦ +ล ัà¸ģษ +Ġ×Ĵ ×ij×ķ×Ķ +ãĥĻ ãĥ« +ê±° ëĤĺ +ë§ IJ +×Ļ׾ ×ĵ×Ļ×Ŀ +ĠëĦ Ī +×ŀר ×Ļ +ร ส +ãĥŃ ãĥ³ +и ло +ноÑģÑĤÑĮ Ñİ +×ĸר ×Ĺ +п он +Ġ×Ķש ׾ +ê²ł ìĬµëĭĪëĭ¤ +Ġki ÅŁ +ĠÐļ и +ว ร +د اع +ÅŁ im +ÙĨ Ùij +в аÑĤ +را Ùĥ +ب اÙĦ +ид е +Ġ×Ķ×ŀ ×Ĺ +ìĸ µ +تÙģ اع +Ø£ ت +ëĬ ĺ +ש ×Ļת +ست Ùħر +ĠÑĦ ак +ĠاÙĦØ£Ùħ رÙĬ +ëŀ ¨ +اس Ùħ +Ġa ÄŁ +Ġç ev +Ùĥ ÙĪر +ãģķ ãģ¾ +Ġç öz +Ġر س +Äħ da +สà¸Ļ ุ +ãģĹãģ¦ ãģıãĤĮ +н Ñİ +leÅŁ me +ãĤª ãĥ³ +ãģ¨ ãģªãĤĬ +ava ÅŁ +×ĺ ×Ļ×ij +ØŃ Ø¶ +×ķצ ×IJ×ķת +ÙĨ ÙħÙĪ +ı t +ĠÑħ а +ĠÑħа ÑĢак +ĠÑħаÑĢак ÑĤеÑĢ +Ġd ÅĤ +ãĥĹ ãĥ© +à¸Ĭ ุม +à¹Ī à¸Ńà¸Ļ +×ķ×ij ׾ +Ñģ ол +×ĵ ×Ĵ +аÑĢ аÑĤ +n ivers +Ġgerçek leÅŁtir +ĠاÙĦ ÙĦÙĬ +ระ ยะ +ĠÙħ ختÙĦÙģ +Ġgö nder +Ùģ ار +do ÄŁ +doÄŁ an +ص ÙĦاØŃ +Ġyay ın +ãĥĨ ãĥ³ +รว à¸Ī +×Ļ×Ĺ ×Ļ×ĵ +ünk ü +ÑĨи алÑĮн +à¸ļ ู +ม ุ +h ä +Ø® Ùģ +å¢ Ĺ +å¢Ĺ ãģĪ +еÑĩ но +ĠاÙĦس ÙĨ +à¸Ĥ าว +im di +Ð « +à¸Ļà¸Ńà¸ģ à¸Īาà¸ģ +à¸ļา ล +ת ש +Ġdüzen le +мÑĭ Ñģл +ãģı ãģª +ż u +Ġwsp óÅĤ +Ġн аз +ınd aki +تر Ø© +ÅŁ ek +Ġö d +ĠÙĪ Ùĥ +Ġпозв олÑı +Ġת ×ķ׼ +ÙħÙĨ تج +ë§ ī +ĠاÙĦØ« ÙĦاث +аÑĨи Ñİ +ÙĪر ÙĪ +Ñĭв 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ình +Ġn ói +Ġc ùng +Ġ×Ķ ×Ķ +ĠØ¥ ÙĨ +Ġ×IJ ×ij׾ +Ġnh Æ°ng +Ġbi ết +Ġж е +Ġch úng +ĠÄij ang +ĠØ° ÙĦÙĥ +Ġl ên +Ġkh ách +Ġn Ãło +Ġs á»Ń +Ġkh ác +Ġë° ı +Ġl ý +×Ļ ×Ļ +ĠÄij ây +Ġ׾ ×ŀ +Ġc ần +Ġtr ình +Ġph át +ãģ« ãĤĤ +п о +Ġn Äĥng +Ġb á»Ļ +Ġv ụ +ĠÄij á»Ļ +Ñĩ е +Ġnh áºŃn +Ġtr Æ°á»Ľc +Ġ×¢ ×ĵ +Ġh Ãłnh +ĠØ® ÙĦاÙĦ +Ġl ượng +Ġc ấp +Ġtá» ± +Ġv ì +Ġt Æ° +Ġch ất +Ġ׼ ×ŀ×ķ +Ġg ì +Ġש ׳ +Ġt ế +ת ×ķ +Ġnghi á»ĩp +Ġm ặt +ĠÙĥ Ùħا +Ġ×ij ×Ļף +Ġר ק +Ġth ấy +Ġmá y +ĠÙģ Ùī +Ġd ân +Ġ×IJ ×Ĺ×ĵ +Ġt âm +Ġ׼ ×ļ +Ġ׾ ×ķ +в о +Ġt ác +Ġto Ãłn +ĠÙĪ Ùħ +Ġk ết +Ġ หรืà¸Ń +ĠÙĪاÙĦ Ùħ +ĠÄiji á»ĥm +Ġ×ĸ ×ķ +Ġ×ij ×ķ +׼ ×ķת +Ġh á»Ļi +Ġb ằng +ت Ùĩا +Ġ׼ ×ĵ×Ļ +Ġ×Ķ ×Ŀ +Ġxu ất +ĠÙĤ د +Ġb ảo +Ġt á»ijt +Ġt ình +ĠÙĩ ÙĬ +ĠÄij á»iji +Ġthi ết +Ġhi á»ĩu +Ġti ếp +Ġt ạo +ת ×Ķ +Ġch ủ +o ÅĽÄĩ +Ġgi ú +Ġgiú p +Ġà ½ +Ġqu ả +Ġlo ại +Ġc ô +Ġà ´ +Ġô ng +Ġ×Ķ ×ķ +ĠاÙĦÙĬ ÙĪÙħ +ĠtÃŃ nh +г а +Ġph òng +Ġ Äĥn +Ġع اÙħ +Ġv á»ĭ +lar ını +r ÃŃa +Ġt Ỽi +ĠÄij Æ°á»Ŀng +Ġgi Ỽi +Ġb ản +Ġc ầu +Ġnhi ên +Ġb á»ĩnh +Ġth Æ°á»Ŀng +Ġ×IJ ×Ļף +ĠÄij á»ģ +Ġh á»ĩ +Ġ×Ļש ר×IJ׾ +Ġqu á +ĠÐĹ Ð° +ãģ® ãģ§ãģĻãģĮ +ĠÐŁ ÑĢи +Ġph ần +ĠÙĪ ÙĦا +ĠlỼ n +Ġtr á»ĭ +Ġcả m +Ġм о +Ġd ùng +ĠاÙĦ Ùī +ĠعÙĦÙĬ Ùĩ +ĠìŀĪ ìĬµëĭĪëĭ¤ +ÙĬ ÙĤ +ĠÙĤ بÙĦ +Ġho ặc +ĠØŃ ÙĬØ« +Ġ à¸Ĺีà¹Ī +Ġغ ÙĬر +ĠÄij ại +Ġsá»ij ng +нÑĭ ми +Ġth ức +Ġפ ×Ļ +ĠÄiji á»ĩn +ãģª ãģĭãģ£ãģŁ +Ġgi ải +Ġv ẫn +Ġи Ñħ +Ġö nce +Ġv áºŃy +Ġmu á»ijn +Ġ ảnh +à¹ĥà¸Ļ à¸ģาร +ĠQu á»ijc +Ġk ế +׳ ×IJ +Ġס ×Ļ +Ġy êu +ãģ® ãģĭ +ĠÄij ẹ +ĠÄijẹ p +Ġch ức +Ġy ıl +ĠTür kiye +d é +ĠÙĤ اÙĦ +Ġd á»ĭch +ĠolduÄŁ u +Ġch á»įn +Ġت Ùħ +หà¸Ļ ึà¹Īà¸ĩ +ãģķãĤĮ ãģŁ +Ġph áp +ìĽ Ķ +Ġti á»ģn +ãģĹ ãģ¾ãģĹãģŁ +Ġש ׾×IJ +ÙĦ Ø© +Ġ׾פ ׳×Ļ +Ġ×ij ×Ļת +ĠH Ãł +ĠØŃ Øª +ĠØŃت Ùī +Ġ×¢ ×ķ×ĵ +Ġn ó +Ġth áng +à¹Ģลืà¸Ń à¸ģ +ר ×Ķ +Ġt Äĥng +Ġcá i +Ġtri á»ĥn +Ġ×IJ×ķת ×ķ +ìłģ ìĿ¸ +ĠC ông +Ġ׾×Ķ ×Ļ×ķת +Ġг ода +и Ñİ +Ġب عض +Ġ à¸ģาร +èī¯ ãģĦ +ÙĪ ت +Ġli ên +ĠÐĿ о +ĠÐĿ е +çļĦ ãģª +ĠÙħ ت +ĠÑĤак же +ĠкоÑĤоÑĢ Ñĭе +Ġ×Ļ ×ĵ×Ļ +Ġtr á»įng +ãĤµ ãĤ¤ãĥĪ +ìłģ ìľ¼ë¡ľ +Ġt áºŃp +Ġש ׾×Ļ +íķĺ ê²Į +Ġt Ãłi +ĠÐ ¯ +Ġr á»ĵi +ا Ùĥ +Ġth Æ°Æ¡ng +Ġ×Ķ ×ĸ×Ķ +ĠÙĪ ÙħÙĨ +à¸Ĺีà¹Ī มี +Ġcu á»Ļc +Ġbü yük +ãģ¨ ãģĭ +Ġ×ij ×Ļ×ķתר +Ġl ần +Ġgö re +Ġtr ợ +Ġ×ĺ ×ķ×ij +ÑĤÑĮ ÑģÑı +Ġth á»ijng +Ġ׼ ש +Ġti êu +Ġ×ŀ×IJ ×ķ×ĵ +Ø Ľ +k Äħ +Ġ à¹ĥà¸Ļ +Ġv ấn +Ġש ׾×ķ +ĠÄij á»ģu +Ùģ ت +Ġê²ĥ ìĿ´ +Ġh óa +ĠاÙĦع اÙħ +ĠÙĬ ÙĪÙħ +к ой +Ġbi á»ĩt +ÑģÑĤ о +Ġ×Ķ ×Ļ×ķ +à¸Ĺีà¹Ī à¸Īะ +Ġ×ĵ ×Ļ +Ġ×IJ ×ļ +Ġá n +ص ÙĪر +Ġtr ÃŃ +ĠÐŁÑĢ о +Ġl á»±c +ãģĹãģ¦ ãģĦãģ¾ãģĻ +Ġb Ãłi +Ġ×ĸ ×IJת +Ġb áo +à¸ļ à¸Ļ +ĠëĮĢ íķľ +Ġti ế +Ġtiế ng +Ġb ên +ãģķãĤĮ ãĤĭ +s ión +Ġt ìm +×¢ ×ķ +m é +ни Ñı +ãģ» ãģ© +Ġà¹Ģà¸ŀ ราะ +ب Ø© +Ġë¶ Ħ +Ġ×IJ ×ĸ +à¸Ĺ à¹Īาà¸Ļ +ת ×Ŀ +Ġth êm +Ġho ạt +y ı +×ĸ ×ķ +Ġgi á»Ŀ +Ġb án +à¸Ĥ าย +Ñĩ а +Ġ à¹Ĩ +ĠاÙĦÙħ ت +ĠоÑĩ енÑĮ +Ġb ất +Ġtr ẻ +ÑĤ ÑĢ +ĠØ£ ÙĨÙĩ +ĠØ« Ùħ +Ġ׼ ×ŀ×Ķ +Ġkh ó +Ġr ằng +ĠÙĪ ÙģÙĬ +ни й +Ġho Ãłn +t ó +Ġ×IJ שר +ĠìĥĿ ê°ģ +Ñģ а +Ġ׼ ×ijר +ĠÑįÑĤ ом +lar ının +Ġch Æ°a +з и +Ġd ẫn +ĠÐļ ак +ج ÙĪ +ĠбÑĭ ло +ĠÙĬ ت +n ı +ÅĤ am +ĠÙĪÙĩ ÙĪ +×ij ×ķ +п и +ר ת +Ġqu á»ijc +ж д +ĠÄij Æ¡n +Ùĥت ب +Ġm ắt +ระ à¸ļ +ระà¸ļ à¸ļ +ĠÙĥ اÙĨت +Ġth ân +สิà¸Ļ à¸Ħà¹īา +×Ĵ ×Ļ +Ġph Æ°Æ¡ng +à¹Ħมà¹Ī à¹Ħà¸Ķà¹ī +ĠìĦ ± +ĠC ác +Ġ×Ķ×ŀ ×ķ +ĠÑĤ ем +Ġ×ĵ ×ķ +à¸Ńะ à¹Ħร +Ġv Äĥn +ãģª ãģ®ãģ§ +ĠN á»Ļi +Ġ×¢ ×ķ +ãĤīãĤĮ ãĤĭ +Ġs áng +Ġgö ster +ãģĵãģ¨ ãĤĴ +Ġtaraf ından +Ġм а +ĠпоÑģл е +Ġ׳ ×Ļת +Ġ׳×Ļת ף +Ġл еÑĤ +Ġ׾ ׳×ķ +Ñģ Ñģ +Ġ×Ļ ×ķ +п е +ĠÙĪ ÙĦÙĥ +ĠÙĪÙĦÙĥ ÙĨ +Ġngo Ãłi +ĠÄij á»ĭa +r zÄħd +dz iaÅĤ +ĠÙħ ر +иÑĤÑĮ ÑģÑı +Ġ×IJ×Ĺר ×Ļ +Ġ׾ ׼׾ +à¸Ĥ à¹īà¸Ńม +à¸Ĥà¹īà¸Ńม ูล +Ġб ол +Ġбол ее +جÙħ ع +л еÑĤ +Ġl á»ĭch +ĠÙħ Ø«ÙĦ +Ġ그리 ê³ł +Ġth ứ +ĠdeÄŁ il +ÙĪ ØŃ +Ġש׾ ×ļ +ĠÙħ ØŃÙħد +Ġn ếu +ĠÄij á»ķi +Ġv ừa +Ġm á»įi +Ġо ни +Ġl úc +ĠÙĬ ÙĥÙĪÙĨ +ì§ Ī +Ġש׾ ׳×ķ +ĠÐĶ о +Ġש ׳×Ļ +ล ิ +×IJ פשר +Ġs ức +ê¶ Į +Ġ ứng +à¹Ħมà¹Ī มี +Ø·ÙĦ ب +ĠÑĩ ем +Ġch uyên +Ġth ÃŃch +Ġ×ķ ×Ļ +íķ © +ĠÙħ صر +д о +ĠÄij ất +Ġch ế +à¸Ĭ ืà¹Īà¸Ń +Ġìĭ ł +ĠØ¥ ذا +Ġر ئÙĬس +Ġש ×Ļש +Ġgiả m +Ñģ ка +lar ında +Ġs ợ +ĠtÃŃ ch +ĠÙĦ ÙĥÙĨ +Ġب Ùħ +×¢ ×ķ×ij +×¢×ķ×ij ×ĵ +ÅĤÄħ cz +ları na +Ġש ×Ŀ +ĠÙĦ ت +Ġש×Ķ ×ķ×IJ +t ów +Ġëĭ¤ 른 +ĠØ£ Ùĥثر +ãģ® ãģ§ãģĻ +׼ ×Ļ×Ŀ +ĠolduÄŁ unu +ãģĭ ãģª +ãĤĤ ãģĨ +ÙĬ ØŃ +Ġnh ìn +Ġngh á»ĩ +ãģ«ãģª ãģ£ãģ¦ +п а +Ġquy ết +ÙĦ ÙĤ +t á +Ġlu ôn +ĠÄij ặc +Ġ×IJ ר +Ġtu á»ķi +s ão +ìĻ ¸ +ر د +ĠبÙĩ ا +Ġ×Ķ×Ļ ×ķ×Ŀ +×ķ ×ķ×Ļ +ãģ§ãģĻ ãģŃ +ĠÑĤ ого +Ġth ủ +ãģĹãģŁ ãģĦ +ر ÙĤ +Ġb ắt +г Ñĥ +Ġtá» Ń +ÑĪ а +Ġ à¸Ľà¸µ +Ġ×Ķ×IJ ×Ŀ +íı ¬ +ż a +Ġ×IJת ×Ķ +Ġn á»Ļi +Ġph ÃŃ +ĠÅŁek ilde +Ġl á»Ŀi +d ıģı +Ġ׼×IJ ף +Ġt üm +Ġm ạnh +ĠM ỹ +ãģĿ ãĤĵãģª +Ġnh á»ı +ãģª ãģĮãĤī +Ġb ình +ı p +à¸ŀ า +ĠÄij ánh +ĠÙĪ ÙĦ +ר ×ķת +Ġ×IJ ×Ļ×ļ +Ġch uyá»ĥn +Ùĥ ا +ãĤĮ ãĤĭ +à¹ģม à¹Ī +ãĤĪ ãģı +ĠÙĪ ÙĤد +íĸ Īëĭ¤ +Ġn Æ¡i +ãģ«ãĤĪ ãģ£ãģ¦ +Ġvi ết +Ġà¹Ģà¸ŀ ืà¹Īà¸Ń +ëIJĺ ëĬĶ +اد ÙĬ +ĠÙģ Ø¥ÙĨ +ì¦ Ŀ +ĠÄij ặt +Ġh Æ°á»Ľng +Ġx ã +Ġönem li +ãģł ãģ¨ +Ġm ẹ +Ġ×ij ×Ļ +Ġ×ĵ ×ijר +Ġv áºŃt +ĠÄij ạo +Ġdá»± ng +ĠÑĤ ом +ĠÙģÙĬ Ùĩا +Ġج ÙħÙĬع +Ġthu áºŃt +st ÄĻp +Ġti ết +Ø´ ÙĬ +Ġе Ñīе +ãģĻãĤĭ ãģ¨ +ĠmÃł u +ĠÑįÑĤ ого +Ġv ô +ĠÐŃ ÑĤо +Ġth áºŃt +Ġn ữa +Ġbi ến +Ġn ữ +Ġ׾ ׼×Ŀ +×Ļ ×Ļף +Ġس ت +ĠÐŀ ÑĤ +Ġph ụ +ê¹Į ì§Ģ +Ġ׾ ×ļ +Ġk ỳ +à¹ĥ à¸Ħร +Ġg ây +ĠÙĦ ÙĦÙħ +Ġtụ c +ت ÙĬÙĨ +Ġtr ợ +Ġ׾ פ×Ļ +Ġb á»ij +ĠÐļ а +ĠÄij ình +ow Äħ +s ında +Ġkhi ến +s ız +Ġк огда +ס ׾ +ĠбÑĭ л +à¸Ļ à¹īà¸Ńย +обÑĢаР· +Ġê²ĥ ìĿ´ëĭ¤ +ëĵ¤ ìĿĢ +ãģ¸ ãģ® +Ġà¹Ģม ืà¹Īà¸Ń +Ġph ục +Ġ׊׾ק +Ġh ết +ĠÄij a +à¹Ģà¸Ķà¹ĩ à¸ģ +íĺ ķ +l ÃŃ +ê¸ ī +Ġع دد +ĠÄij á»ĵ +Ġg ần +Ġ×Ļ ×ķ×Ŀ +Ġs Ä© +ÑĢ Ñıд 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+ส าย +ì² ľ +×ŀ ×ķר +Ġph ân +ס פק +ק ×ij׾ +ĠاÙĦÙħ تØŃ +ĠاÙĦÙħتØŃ Ø¯Ø© +ائ د +Ġ×IJ ×ŀר +Ġki ÅŁi +ì¤ Ģ +Ġtr uyá»ģn +ĠÙĦ Ùĩا +ĠÐľ а +à¸ļริ ษ +à¸ļริษ ั +à¸ļริษั à¸Ĺ +Ġש ׳×Ļ×Ŀ +Ġмен Ñı +ÅŁ e +Ġdi á»ĩn +Ġ×IJ׳ ×Ĺ׳×ķ +k ü +Ġc á»ķ +Ġm á»Ĺi +w ä +Ùħ ÙĬ +Ġhi á»ĥu +ëĭ ¬ +Ġ×Ķ ×Ĺ׾ +Ġt ên +Ġki á»ĩn +ÙĨ ÙĤÙĦ +Ġv á»ĩ +×ĵ ת +ĠÐłÐ¾ÑģÑģ ии +л Ñĥ +ĠاÙĦع ربÙĬØ© +ĠØ· رÙĬÙĤ +Ġ×Ķ×ij ×Ļת +Ñģ еÑĢ +Ġм не +ä u +Ġtri á»ĩu +ĠÄij ủ +Ġר ×ij +ت ÙĩÙħ +à¸ĭ ี +Ġì§Ģ ê¸Ī +li ÅĽmy +د عÙħ +ãģł ãĤįãģĨ +Ñģки е +Ġh á»ıi +Ġק ×ķ +ÑĢÑĥ Ñģ +ÙĨ ظر +ãģ® ãĤĤ +Ġ×Ķ ׼×Ļ +ĠìĽ IJ +ÙĪ Ùĩ +ĠÙĪ Ùİ +ĠB ạn +п лаÑĤ +Ġ×ŀ ×ŀש +лÑİ Ð± +ĠнÑĥж но +Ġth Æ° +ãģ µ +ãģı ãĤīãģĦ +ر Ø´ +ר ×ķ×Ĺ +ĠÙĬ تÙħ +Ġצר ×Ļ×ļ +Ġph á +ม à¸Ńà¸ĩ +Ġ×ij×IJ ×ķפף +Ġcả nh +Ġíķľ ëĭ¤ +Ġ×Ķ×ŀ ת +à¸ķà¹Īาà¸ĩ à¹Ĩ +มี à¸ģาร +Ñģки Ñħ +ĠÐĴ Ñģе +Ġا ÙĪ +ج ÙĬ +ãģĵãģ¨ ãģ¯ +Ġd Ãłi +Ġh á»ĵ +èĩªåĪĨ ãģ® +à¹Ħ หà¸Ļ +ëĵ¤ ìĿĦ +ĠV Äĥn +Ġд аж +Ġдаж е +Ñĭ ми +лаÑģ ÑĮ +ÙĬ ÙĪÙĨ +ÙĨ ÙĪ +c ó +ãģĹãģ¦ ãģĦãģŁ +ãģł ãģĭãĤī +طاÙĦ ب +Ġc á»Ńa +п ÑĢоÑģ +ãģªãģ© ãģ® +รุ à¹Īà¸Ļ +Ġchi ếc +л Ñĭ +ĠÑıвлÑı еÑĤÑģÑı +Ġn á»ķi +ãģ® ãģĬ +Ġ×IJת ×Ŀ +ĠëķĮ문 ìĹIJ +à¸ģล าà¸ĩ +ĠbaÅŁ ka +ìĦ Ŀ +ĠÑĨ ел +Ùģ ÙĤ +ãģ«ãĤĪ ãĤĭ +ÙĤ ا +Ġçı kar +Ġcứ u +Ø· ا +Ġש ת +à¹Ĥ à¸Ħ +Ġ×ŀ ׾ +Ġ×Ķ פר +Ġг де +ĠØ® Ø· +åīį ãģ« +c jÄĻ +Ġ׊ש×ķ×ij +ר×Ĵ ×¢ +Ġkho ảng +ĠÄij á»Ŀi +ĠÐł е +Ġо на +Ġ×IJ ׳×ķ +ãģ® ãģ« +ĠاÙĦØ° ÙĬÙĨ +кÑĥ п +ãĤµ ãĥ¼ãĥ +ãĤµãĥ¼ãĥ ĵ +ãĤµãĥ¼ãĥĵ ãĤ¹ +в ал +г е +Ġgi ữa +ĠKh ông +ĠâĹ ĭ +à¸ģล ุà¹Īม +ĠÙħÙĨ Ø° +à¸Ń à¹Īาà¸Ļ +ĠÑģп оÑģоб +ĠÄij á»Ļi +Ġdi ÄŁer +Ġ à¸ĸà¹īา +Ùħ Ø«ÙĦ +Ġ×Ķ×IJ ×Ļ +Ġد ÙĪÙĨ +ÙĬر اÙĨ +Ñī и +بÙĨ اء +ĠØ¢ خر +ظ Ùĩر +Ġ×ij ׼ +ĠاÙĦÙħ ع +ãĥ Ĵ +Ġt ất +Ġm ục +ĠdoÄŁ ru +ãģŁ ãĤī +Ġס ×ķ +Ġx ác +ร à¸Ń +ĠcÄĥ n +Ġон л +Ġонл айн +Ġk ý +Ġch ân +Ġ à¹Ħมà¹Ī +اØŃ Ø© +r án +׳×Ļ ×Ļ×Ŀ +Ġ×ij ף +ĠÐ ĸ +à¸ķร à¸ĩ +д Ñĭ +Ġs ắc +ÙĦ ت +ãĥŃ ãĥ¼ +ĠÙĦ ÙĨ +Ġר ×ķ +Ġd Æ°á»Ľi +à¹Ģ à¸ĺ +à¹Ģà¸ĺ à¸Ń +e ÄŁi +Ġ×ķ ש +ĠÙĦ Ø£ +Ġg ặp +Ġc á»ij +ãģ¨ ãģ¦ãĤĤ +رÙĪ س +Ġ׾×Ķ ×Ļ +Ġë³ ¸ +ä¸Ĭ ãģĴ +Ġm ức +Ñħ а +Ġìŀ ¬ +à¸ī ัà¸Ļ +ÑĢÑĥ ж +Ġaç ık +ÙĪ اÙĦ +Ġ×ĸ ×ŀף +人 ãģ¯ +ع ÙĬÙĨ +Ñı Ñħ +Ġ×Ĵ×ĵ ×ķ׾ +ר ×ķ×ij +g ó +ëĿ¼ ê³ł +Ġark adaÅŁ +ÙĨ شر +Ġгод Ñĥ +ĠболÑĮ ÑĪе +ãģ¡ãĤĩ ãģ£ãģ¨ +Ġcâ u 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Ñĭе +ëĤ ł +Ġв ам +بÙĦ غ +Ġê°Ļ ìĿĢ +íĮ IJ +ÙĦ ب +Ġnas ıl +Ġод ин +м ан +ĠعÙĦÙĬ Ùĩا +б и +Ġפ ש×ķ×ĺ +×ijר ×Ļ +Ġש ׳×Ķ +Ġëı Ħ +ĠÄIJ ại +Ġ×IJ×ķת ×Ŀ +ĠاÙĦØŃ Ø± +Ġб о +à¸Ī ุà¸Ķ +Ġr õ +ĠdeÄŁi ÅŁ +Ġëĭ ¨ +ĠÑģлÑĥÑĩ а +ĠÑģлÑĥÑĩа е +Ġ×IJ׳ ש×Ļ×Ŀ +×ĵ ×£ +ש×ij ת +Ġש׾ ׼×Ŀ +Ġch ú +nik ów +Ġtan ı +Ġcá o +ĠÄij á +Ġ×IJ ×ĵ×Ŀ +Ġê° ķ +Ġnhi á»ĩm +Ġ׾ ס +Ġ×Ľ×ª ×ij +Ġ×Ķס פר +ĠÄij Äĥng +Ġë ijIJ +à¸ľ ิ +à¸ľà¸´ ว +ج ا +Ġê° IJ +ر Ø£ +ست خدÙħ +ãģ«ãģªãĤĬ ãģ¾ãģĻ +Ġtá» · +×ĺ ×ķר +г овоÑĢ +Ġв оÑģ +ĠÙħÙĨ Ùĩا +иÑĢов аÑĤÑĮ +ĠÄij ầy +׳ ×Ĵ +ĠÙħ ÙĪ +ĠÙħ ÙĪÙĤع +ר׼ ×Ļ +ت Ùı +ëª ¨ +Ġת ×ķ +ÙĬا Ùĭ +à¹ĥ à¸Ķ +ãĤĬ ãģ¾ãģĻ +à¸Ńยูà¹Ī à¹ĥà¸Ļ +ĠØ£ ÙĪÙĦ +ĠØ£ خرÙī +Ġc Æ° +ص ار +×ŀ׊ש×ij +б ÑĢа +ÅĦ ski +б ÑĢ +ĠÙĬ Ùı +à¸ģ ิà¸Ļ +Ġch á»ijng +Ùħ Ùı +Ġ à¸Ħืà¸Ń +Ġت ÙĨ +t ÃŃ +y Äĩ +Ġm ạng +Ùģ ÙĪ +Ġdü nya +ק ר×IJ +Ġק ׾ +ĠØŃ Ø§ÙĦ +c ÃŃa +Ġà¹Ģ รา +Ġר ×ķצ×Ķ +Ġá p +ë° ķ +ا ÙĤØ© +ни Ñİ +Ġ×IJ ׾×ķ +Ġ×ŀס ×ķ +ãģ§ãģ¯ ãģªãģı +Ġtr ả +Ġק שר +mi ÅŁtir +Ġl Æ°u +Ġh á»Ĺ +ĠбÑĭ ли +Ġl ấy +عÙĦ Ùħ +Ġö zel +æ°Ĺ ãģĮ +Ġ×ĵ ר×ļ +Ùħ د +s ını +׳ ×ķש×IJ +r ów +Ñĩ еÑĢ +êµIJ ìľ¡ +ĠÐľ о +л ег +ĠV Ỽi +วัà¸Ļ à¸Ļีà¹ī +ÑİÑī ие +ãģĬ ãģĻ +ãģĬãģĻ ãģĻ +ãģĬãģĻãģĻ ãĤģ +ëı ħ +Ġ×Ļ×Ķ ×Ļ×Ķ +×ŀ ×ĺר +Ñı ми +Ġl á»±a +ĠÄij ấu +à¹Ģส ียà¸ĩ +Ġt Æ°Æ¡ng +ëĵ ± +ĠÑģÑĤ аÑĢ +à¹ĥ à¸ļ +ว ัà¸Ķ +ĠÄ° stanbul +Ġ à¸Īะ +à¸ķ ลาà¸Ķ +Ġب ÙĬ +à¹ģà¸Ļ ะ +à¹ģà¸Ļะ à¸Ļำ +س اعد +Ġب Ø£ +Ġki á»ĥm +ØŃ Ø³Ø¨ +à¸Ĭั à¹īà¸Ļ +Ġ×ķ ×¢×ķ×ĵ +ов ÑĭÑħ +оÑģ нов +Ġtr Æ°á»Łng +צ ×ij×¢ +ĠÃŃ t +Ġk ỹ +cr é +Ñı м +êµ ° +ãģĮ ãģªãģĦ +ÙĬÙĦ Ø© +ãĥķ ãĤ£ +ر Ùī +ĠÙĬ جب +Ġ×IJ ×£ +Ġc á»±c +ãĤīãĤĮ ãģŁ +Ġ à¸ľà¸¹à¹ī +Ġ à¸Ń +lar ımız +Ġkad ın +Ġê·¸ ëŀĺ +Ġê·¸ëŀĺ ìĦľ +ĠëĺIJ ëĬĶ +ĠÄij ả +ĠÄijả m +Ġ×IJ ×ķ×ŀר +Ġy ếu +ci Äħ +ciÄħ g +Ġt á»ij +Ġש×IJ ׳×Ļ +Ġdz iaÅĤa +Ñī а +ĠÄij Ãłn +s ına +ãģĵãĤĮ ãģ¯ +Ġ×ij ׾×Ļ +Ġ×ij ×Ļשר×IJ׾ +л оÑģÑĮ +Ġgi ữ +ê° IJ +ÑĢ он +تج ار +г лав +в ин +Ġh ạn +Ġyapı lan +ب س +Ġ à¸ŀรà¹īà¸Ńม +ê´Ģ 리 +mÄ±ÅŁ tır +b ü +r ück +ĠBaÅŁkan ı +ĠÙĦ ÙĬس +Ġs Æ¡ +à¸Īัà¸ĩ หว +à¸Īัà¸ĩหว ัà¸Ķ +د اء +Ġ×Ķ ׼ +v ÃŃ +ש ×IJר +Ġh Æ°á»Łng +Ġb óng +ĠCh ÃŃnh +Äħ c +à¹Ģà¸ģีà¹Īยว à¸ģัà¸ļ +Ġtá» © +Ġtứ c +ĠÑĨ веÑĤ +Ġt á»iji +ĠnghÄ© a +ÙĦا عب +د ÙĦ +Ġפע ×Ŀ +h ör +à¸Ĭ 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×ķ×Ļ×ķת +ei ÃŁ +ãĥ ¨ +ìĥ Ī +ĠÃĩ a +Æ ¯ +ש ×Ĵ +ÙĬÙĨ Ø© +ร à¹īà¸Ńà¸ĩ +ãĤµ ãĥ³ +ÑĢоÑģÑģ ий +ÑĢоÑģÑģий Ñģк +a ÄŁa +ĠнаÑĩ ина +Ġص ÙĦÙī +à¸Ĺุà¸ģ à¸Ħà¸Ļ +íļĮ ìĤ¬ +Ġли ÑĨ +Ø´ ÙĬر +ĠØ´ÙĬ Ø¡ +ÙĬÙĨ ا +Ġפ ×Ĺ×ķת +Ġiçer is +Ġiçeris inde +ĠØ£ ØŃÙħد +Ġże by +ì´ Ŀ +Ġп оказ +Ġи менно +หà¸Ļัà¸ĩ ส +หà¸Ļัà¸ĩส ืà¸Ń +ĠÑĤÑĢ е +สัà¸ĩ à¸Ħม +Ø¥ ÙIJ +ãģĮ å¿ħè¦ģ +ÙĬÙij Ø© +פ צ +íĭ ° +ĠÙħ جاÙĦ +׳ פש +к ан +×Ĺ ×ķפ +×Ĺ×ķפ ש +ì²ĺ ëŁ¼ +ов аÑı +з ов +Ġh ạ +Ġdzi ÄĻki +×Ļר ×ķ +Ġ׾ ×ŀצ +Ġ׾×ŀצ ×ķ×IJ +×Ļ×ĵ ×ķ +Ġs ợ +Ġ׾×Ķ ×Ĵ×Ļ×¢ +ק ×ij×¢ +Ġchi á»ģu +ãĥŀ ãĤ¤ +Ġd Ãłng +à¹ģà¸Ł à¸Ļ +Ġü ye +×Ļ׳ ×Ĵ +à¹Ģรีย à¸ģ +ç§ģ ãģĮ +th é +ĠÑĦ илÑĮ +ĠÑĦилÑĮ м +ĠNg Ãły +Ġж ен +Ġжен Ñīин +ج ÙĬد +n ç +à¸Ľ รา +×Ļ×ŀ ×ķ +Ġn á»ģn +×IJ ×ķ׾×Ŀ +Ġвозмож ноÑģÑĤÑĮ +Ġëĭ¤ ìĭľ +è¦ĭ ãģŁ +à¸ĸ à¸Ļ +à¸ĸà¸Ļ à¸Ļ +mız ı +ĠÙħ جÙħÙĪعة +c jÄħ +ĠÐł Ф +à¸ģำ หà¸Ļ +à¸ģำหà¸Ļ à¸Ķ +ĠìŬ 기 +land ı +ни ÑĨ +ÑģÑĤв е +Ġ×ĵ ×ijר×Ļ×Ŀ +Ġsk ÅĤad +ãĤĬ ãģ¾ãģĹãģŁ +ĠоÑĤ кÑĢÑĭÑĤ +нÑı ÑĤ +ĠÑģво ей +à¸Ī ิà¸ķ +ĠкаÑĩеÑģÑĤв е +Ġet tiÄŁi +ìĤ¬ íķŃ +ĠاÙĦÙĬ ÙħÙĨ +иÑĩеÑģки й +ë¸ Į +Ġ×ij×IJר ×¥ +Ġا سÙħ 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+تط ÙĪÙĬر +Ġsay ı +ĠÑģ ейÑĩаÑģ +Ġ×IJ×Ĺר ת +ק ×ķפ×Ķ +ק×ķר ס +Ġس Ùħ +Ġ×ĺ ×Ļפ×ķ׾ +ìĿ´ëĿ¼ ëĬĶ +دراس Ø© +èµ· ãģĵ +×Ĺ ×Ļ׳ +×Ĺ×Ļ׳ ×ķ×ļ +×ĵ ק +Ġë§ ŀ +Ġком анд +ĠÐij о +Ġиг ÑĢÑĭ +à¸ļ ี +ĠØ£ Ùİ +в ен +ĠاÙĦج دÙĬد +ĠÙĦ Ø¥ +Ġ×ķ×IJ ׳×Ļ +Ġ×Ķס ×Ļ +иÑĩеÑģк ого +رÙĪ ØŃ +à¸ģาร ศึà¸ģษา +ĠTr Æ°á»Ŀng +иг ÑĢа +ıl ması +Ġм аÑģÑģ +ãģ¨ãģį ãģ« +à¸Ĺีà¹Ī à¸ľà¹Īาà¸Ļ +à¸Ĺีà¹Īà¸ľà¹Īาà¸Ļ มา +ĠاÙĦساب ÙĤ +Ġ×ŀ×¢ ×ĺ +в аÑĤÑĮ +m Ã¼ÅŁ +Ġ׾ ׼×ļ +Ġt á»ĭch +Ùģ ÙĩÙħ +تد رÙĬب +Ø´ Ùĥ +Ġ×ij ×ŀ×Ļ +Ġ×ij×ŀ×Ļ ×ķ×Ĺ×ĵ +ÙĤØ· اع +ãģª ãģĹ +×ķצ ×Ļ×IJ +ĠÙĪ سÙĬ +з Ñĥ +Ġy at +Ġyat ırım +ë§ İ +Ġth ắng +ãģĬ 客 +ãģĬ客 æ§ĺ +ĠThi ên +ãģ«å¯¾ ãģĹãģ¦ +ÑĢ иÑģ +ÙĨت ائ +ÙĨتائ ج +Ġ×ŀ שר +Ġ×ŀשר ×ĵ +Ġتع اÙĦ +ĠتعاÙĦ Ùī +ש ׳×Ļ +Ùĩ اÙħ +×IJ׳ ש×Ļ×Ŀ +Ġżyc ia +ĠÑĢÑĥб лей +ÙĬ ض +Ġkat ıl +ĠÙħ ÙĪضÙĪع +Ġvard ır +ĠÙħÙĨ Ø·ÙĤØ© +ĠTr ần +Ġв еÑģ +ü p +Ùħ ÙĪÙĨ +ÑĪ ли +Ġn óng +Ø® ÙĦÙģ +ĠС ÑĤа +Ġд оÑĢ +ĠдоÑĢ ог +ĠwÅĤa ÅĽnie +eÄŁ in +Ġhi á»ĥm +ĠС ам +ê»ĺ ìĦľ +ĠÑĦ а +ãģ» ãģĨ +ãģ»ãģĨ ãģĮ +×ķפ ×Ļ×¢ +ê° Ī +د ÙĪÙĦ +Ġthu ê +Ġch á»Ĺ +Ġëĭ¹ ìĭł +ãģij ãĤĮ +ãģijãĤĮ ãģ© +ë³´ íĺ¸ +ãģķãĤĮ 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b/modeling_qwen3.py @@ -0,0 +1,655 @@ +# Explicit dependency closure for Transformers dynamic-module copying. +from .cache_ring_buffer import __name__ as _transport_cache_ring_buffer +from .elementwise_fusion import __name__ as _transport_elementwise_fusion +from .hierarchical_summary_attention import __name__ as _transport_hierarchical_summary_attention +from .indexer_step import __name__ as _transport_indexer_step +from .layer_attention import __name__ as _transport_layer_attention +from .layer_decoder import __name__ as _transport_layer_decoder +from .layer_norm_rope import __name__ as _transport_layer_norm_rope +from .prefill_attention import __name__ as _transport_prefill_attention +from .runtime_config import __name__ as _transport_runtime_config +from .sksa_attention import __name__ as _transport_sksa_attention +from .sparse_decode_gather import __name__ as _transport_sparse_decode_gather +from .summary_context import __name__ as _transport_summary_context + +# coding=utf-8 +# Copyright 2025 The Qwen team, Alibaba Group and the HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +from copy import copy as _copy_summary_context +from typing import Any, Callable, Optional, Union +import torch +from torch import nn +from transformers.cache_utils import Cache, DynamicCache +from transformers.generation import GenerationMixin +from transformers.masking_utils import create_causal_mask, create_sliding_window_causal_mask +from transformers.modeling_outputs import BaseModelOutputWithPast, CausalLMOutputWithPast +from transformers.modeling_utils import PreTrainedModel +from transformers.processing_utils import Unpack +from transformers.utils import TransformersKwargs, auto_docstring, can_return_tuple +from transformers.utils.generic import check_model_inputs +from transformers.models.qwen3.configuration_qwen3 import Qwen3Config +from .sksa_attention import ( + SummaryBlockLightningIndexer, + shared_indexer_step, + shared_indexer_positions, + aligned_summary_block_local_start, + gather_summary_block_decode_kv, + score_indexer_candidates, + summary_chunk_attention_indexer_key_input, + summary_block_sparse_prefill_attention, +) +from .summary_context import SummaryBatchContext, build_summary_sliding_context +from .runtime_config import _get_shared_batch_mask, _parse_config_pattern, _validate_sksa_runtime_config +from .layer_norm_rope import Qwen3RMSNorm, Qwen3RotaryEmbedding, apply_rotary_pos_emb, rotate_half +from .cache_ring_buffer import Qwen3RingBufferCache +from .layer_attention import Qwen3Attention, Qwen3SummaryAttention, _sdpa_attention_forward, repeat_kv +from .layer_decoder import Qwen3DecoderLayer, Qwen3MLP + + +@auto_docstring +class Qwen3PreTrainedModel(PreTrainedModel): + config: Qwen3Config + base_model_prefix = "model" + supports_gradient_checkpointing = False + _no_split_modules = ["Qwen3DecoderLayer"] + _skip_keys_device_placement = ["past_key_values"] + _supports_flash_attn = True + _supports_sdpa = True + _supports_flex_attn = True + + _can_compile_fullgraph = True + _supports_attention_backend = True + _can_record_outputs = { + "hidden_states": Qwen3DecoderLayer, + "attentions": Qwen3Attention, + } + + @classmethod + def _supports_default_dynamic_cache(cls) -> bool: + """The summary model initializes and owns its ring/meta cache.""" + return False + + +@auto_docstring +class Qwen3Model(Qwen3PreTrainedModel): + def __init__(self, config: Qwen3Config): + super().__init__(config) + self.padding_idx = config.pad_token_id + self.vocab_size = config.vocab_size + partial_chunk_policy = getattr( + config, "summary_partial_chunk_policy", "defer" + ) + if partial_chunk_policy != "defer": + raise ValueError( + "C-KSA runtime requires summary_partial_chunk_policy='defer' " + "so prefill and cache decode share one chunk-boundary policy" + ) + if not getattr(config, "summary_layer_freq", False): + if config.use_summary_attention: + config.summary_layer_freq = [1]*config.num_hidden_layers + else: + config.summary_layer_freq = [0]*config.num_hidden_layers + Warning(f'Please set config.summary_layer_freq, temp set summary_layer_freq = {config.num_hidden_layers}') + else: + config.summary_layer_freq = _parse_config_pattern(config.summary_layer_freq) + + _validate_sksa_runtime_config(config) + + self.embed_tokens = nn.Embedding(config.vocab_size, config.hidden_size, self.padding_idx) + self.layers = nn.ModuleList( + [Qwen3DecoderLayer(config, layer_idx) for layer_idx in range(config.num_hidden_layers)] + ) + self.norm = Qwen3RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.rotary_emb = Qwen3RotaryEmbedding(config=config) + self.gradient_checkpointing = False + self.has_sliding_layers = "sliding_attention" in self.config.layer_types + + # Cache per-layer sliding_chunk_nums for KV cache eviction + _sv = _parse_config_pattern(getattr(config, "summary_sliding_chunk_num", 0) or 0) + if isinstance(_sv, list): + self._sliding_chunk_nums = [int(v) for v in _sv] + else: + self._sliding_chunk_nums = [int(_sv)] * config.num_hidden_layers + + # Initialize weights and apply final processing + self.post_init() + + def _expand_input_with_summary_tokens(self, input_ids): + """Expand input_ids with summary tokens for prefill phase (vectorized). + + Returns: + Tuple of (expanded_input_ids, position_ids, text_only_mask) + """ + summary_chunk = self.config.summary_chunk_size + summary_num = self.config.summary_token_num + summary_begin = self.config.summary_token_begin + + if summary_chunk == 0 or summary_num == 0: + return input_ids, None, None + + batch_size, seq_len = input_ids.shape + device = input_ids.device + dtype = input_ids.dtype + block = summary_chunk + summary_num + + # Number of full chunks and remainder + n_full_chunks = seq_len // summary_chunk + remainder = seq_len % summary_chunk + has_remainder = remainder > 0 + + # Total expanded length: full_chunks * block + remainder + expanded_len = n_full_chunks * block + (remainder if has_remainder else 0) + + # --- Build expanded_input_ids --- + expanded_ids = torch.empty((batch_size, expanded_len), dtype=dtype, device=device) + text_only_mask = torch.zeros((batch_size, expanded_len), dtype=torch.bool, device=device) + + # Compute text positions: for chunk i, text goes to [i*block, i*block+summary_chunk) + # Summary positions: [i*block+summary_chunk, (i+1)*block) + if n_full_chunks > 0: + chunk_indices = torch.arange(n_full_chunks, device=device) + # Text source positions in original input_ids + text_src_offsets = (chunk_indices * summary_chunk).unsqueeze(1) + torch.arange(summary_chunk, device=device).unsqueeze(0) # [n_full_chunks, summary_chunk] + # Text dest positions in expanded + text_dst_offsets = (chunk_indices * block).unsqueeze(1) + torch.arange(summary_chunk, device=device).unsqueeze(0) # [n_full_chunks, summary_chunk] + # Summary dest positions + summary_dst_offsets = (chunk_indices * block + summary_chunk).unsqueeze(1) + torch.arange(summary_num, device=device).unsqueeze(0) # [n_full_chunks, summary_num] + + text_src_flat = text_src_offsets.reshape(-1) + text_dst_flat = text_dst_offsets.reshape(-1) + summary_dst_flat = summary_dst_offsets.reshape(-1) + + # Copy text tokens + expanded_ids[:, text_dst_flat] = input_ids[:, text_src_flat] + text_only_mask[:, text_dst_flat] = True + + # Fill summary tokens + summary_ids_val = torch.arange(summary_num, device=device, dtype=dtype) + summary_begin + expanded_ids[:, summary_dst_flat] = summary_ids_val.repeat(n_full_chunks).unsqueeze(0).expand(batch_size, -1) + + # Handle remainder (last partial chunk, no summary tokens) + if has_remainder: + rem_start_src = n_full_chunks * summary_chunk + rem_start_dst = n_full_chunks * block + rem_offsets = torch.arange(remainder, device=device) + expanded_ids[:, rem_start_dst + rem_offsets] = input_ids[:, rem_start_src + rem_offsets] + text_only_mask[:, rem_start_dst + rem_offsets] = True + + # --- Build position_ids --- + position_ids = torch.empty((batch_size, expanded_len), dtype=torch.long, device=device) + + if n_full_chunks > 0: + # Text position IDs + if self.config.summary_chunk_position_ids_type == 'origin': + text_pos = text_src_flat.unsqueeze(0).expand(batch_size, -1) + elif self.config.summary_chunk_position_ids_type == 'inner_chunk': + inner_pos = torch.arange(summary_chunk, device=device).repeat(n_full_chunks) + text_pos = inner_pos.unsqueeze(0).expand(batch_size, -1) + else: + raise ValueError(f'Check config.summary_chunk_position_ids_type: {self.config.summary_chunk_position_ids_type}') + position_ids[:, text_dst_flat] = text_pos + + # Summary position IDs + if self.config.summary_token_position_ids_type == 'zeros': + position_ids[:, summary_dst_flat] = 0 + elif self.config.summary_token_position_ids_type in ('last_chunk_slice_left', 'last_chunk_slice_right'): + # Vectorized slice_ends computation for all chunks at once + if self.config.summary_token_position_ids_type == 'last_chunk_slice_left': + idx = torch.arange(0, summary_num, device=device, dtype=torch.long) + else: + idx = torch.arange(1, summary_num + 1, device=device, dtype=torch.long) + # For each chunk i: prev_text_end = i * summary_chunk + prev_ends = (chunk_indices * summary_chunk).unsqueeze(1) # [n_full_chunks, 1] + slice_ends = prev_ends + (idx.unsqueeze(0) * summary_chunk) // summary_num - 1 # [n_full_chunks, summary_num] + slice_ends = slice_ends.clamp(min=0) + # Clamp per-chunk: min is prev_text_end for that chunk + slice_ends = torch.max(slice_ends, prev_ends) + position_ids[:, summary_dst_flat] = slice_ends.reshape(-1).unsqueeze(0).expand(batch_size, -1) + else: + raise ValueError(f'Unknown summary_token_position_ids_type: {self.config.summary_token_position_ids_type}') + + # Remainder position IDs + if has_remainder: + if self.config.summary_chunk_position_ids_type == 'origin': + rem_pos = (rem_start_src + rem_offsets).unsqueeze(0).expand(batch_size, -1) + elif self.config.summary_chunk_position_ids_type == 'inner_chunk': + rem_pos = rem_offsets.unsqueeze(0).expand(batch_size, -1) + else: + raise ValueError(f'Check config.summary_chunk_position_ids_type: {self.config.summary_chunk_position_ids_type}') + position_ids[:, rem_start_dst + rem_offsets] = rem_pos + + return expanded_ids, position_ids, text_only_mask + + def _build_summary_context(self, input_ids, position_ids, is_prefill, use_cache): + """Build summary context for attention layers.""" + summary_chunk = self.config.summary_chunk_size + summary_num = self.config.summary_token_num + summary_begin = self.config.summary_token_begin + + if summary_chunk > 0 and summary_num > 0: + return build_summary_sliding_context( + input_ids=input_ids, + position_ids=position_ids, + summary_token_num=summary_num, + summary_token_begin=summary_begin, + ) + return None + + def _filter_summary_tokens(self, hidden_states, text_only_mask, use_summary, is_decode): + """Filter out summary tokens from output hidden states.""" + if text_only_mask is not None: + if text_only_mask.ndim == 2 and text_only_mask.shape[0] > 1: + shared = text_only_mask[0] + if not torch.equal(text_only_mask, shared.unsqueeze(0).expand_as(text_only_mask)): + return hidden_states[text_only_mask.to(hidden_states.device)].unsqueeze(0) + # Prefill synchronized batch: all rows share the same expanded layout. + text_pos = _get_shared_batch_mask(text_only_mask, "text_only_mask").to(hidden_states.device) + return hidden_states[:, text_pos, :] + elif use_summary and is_decode and hidden_states.size(1) > 1: + # Decode: if we have multiple tokens, only return the first (text token) + return hidden_states[:, :1, :] + return hidden_states + + @check_model_inputs() + @auto_docstring + @shared_indexer_step + def forward( + self, + input_ids: Optional[torch.LongTensor] = None, + attention_mask: Optional[torch.Tensor] = None, + position_ids: Optional[torch.LongTensor] = None, + past_key_values: Optional[Cache] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + use_cache: Optional[bool] = None, + cache_position: Optional[torch.LongTensor] = None, + summary_ctx: Optional[SummaryBatchContext] = None, + **kwargs: Unpack[TransformersKwargs], + ) -> BaseModelOutputWithPast: + r""" + summary_ctx (`SummaryBatchContext`, *optional*): + Precomputed summary-attention metadata. When omitted, the model builds it from the expanded input during + summary-attention prefill. + """ + if self.training or torch.is_grad_enabled(): + raise RuntimeError("Inference-only export: call eval() under torch.no_grad() or torch.inference_mode()") + if inputs_embeds is not None or input_ids is None: + raise ValueError("This inference runtime requires input_ids, not inputs_embeds") + if input_ids.ndim != 2 or input_ids.shape[0] != 1 or input_ids.shape[1] == 0: + raise ValueError("This inference runtime requires one nonempty request") + if isinstance(attention_mask, torch.Tensor): + if attention_mask.ndim != 2 or not bool(torch.all(attention_mask == 1)): + raise ValueError("Padded inputs and custom attention masks are not supported") + use_summary = getattr(self.config, "use_summary_attention", False) + is_prefill = past_key_values is None or past_key_values.get_seq_length() == 0 + + # Prefill phase with summary attention: expand input_ids with summary tokens + text_only_mask = None + if use_summary and input_ids is not None and inputs_embeds is None and is_prefill: + input_ids, position_ids, text_only_mask = self._expand_input_with_summary_tokens(input_ids) + + if inputs_embeds is None: + inputs_embeds = self.embed_tokens(input_ids) + + # Initialize cache + if use_cache and past_key_values is None: + if use_summary: + past_key_values = Qwen3RingBufferCache( + config=self.config, sliding_chunk_nums=self._sliding_chunk_nums) + else: + past_key_values = DynamicCache(config=self.config) + + if cache_position is None: + past_seen_tokens = past_key_values.get_seq_length() if past_key_values is not None else 0 + cache_position = torch.arange( + past_seen_tokens, past_seen_tokens + inputs_embeds.shape[1], device=inputs_embeds.device + ) + + if position_ids is None: + position_ids = cache_position.unsqueeze(0) + + # Caller-owned decode contexts may be updated and reused across steps. + # Preserve their lookup fields exactly; step-derived lookups belong to + # a local shallow context, while the original mask normalization stays. + provided_summary_ctx = summary_ctx + # Build summary context if needed + if use_summary and summary_ctx is None and input_ids is not None: + summary_ctx = self._build_summary_context(input_ids, position_ids, is_prefill, use_cache) + if use_summary and summary_ctx is not None: + summary_ctx.summary_mask = _get_shared_batch_mask(summary_ctx.summary_mask, "summary_mask") + if not is_prefill and summary_ctx is provided_summary_ctx: + summary_ctx = _copy_summary_context(summary_ctx) + if not torch.is_grad_enabled(): + # Prefill historically rebuilds lookup positions. Decode may + # receive explicit custom positions: preserve those inputs and + # their original validation/consumers rather than repair them. + if is_prefill or summary_ctx.text_positions is None: + summary_ctx.text_positions = torch.nonzero(~summary_ctx.summary_mask, as_tuple=False).flatten() + if is_prefill or summary_ctx.summary_positions is None: + summary_ctx.summary_positions = torch.nonzero(summary_ctx.summary_mask, as_tuple=False).flatten() + if is_prefill and isinstance(past_key_values, Qwen3RingBufferCache): + past_key_values.prepare_prefill(summary_ctx.text_positions, summary_ctx.summary_positions) + + causal_mask_mapping = attention_mask + if not isinstance(causal_mask_mapping, (dict, list)): + if summary_ctx and summary_ctx.enabled: + seq_len = inputs_embeds.shape[1] + # During prefill, Qwen3SummaryAttention uses summary_attn_func + # which does not need a dense mask. Skip expensive mask construction. + # During decode, prepare_inputs_for_generation already computed + # per-layer keep_indices and passed them as attention_mask (list). + # If we reach here with a non-list, it means no mask is needed. + causal_mask_mapping = None + else: + # Prepare mask arguments + mask_kwargs = { + "config": self.config, + "input_embeds": inputs_embeds, + "attention_mask": attention_mask, + "cache_position": cache_position, + "past_key_values": past_key_values, + "position_ids": position_ids, + } + # Create the masks - disable causal mask when summary context is enabled + causal_mask_mapping = { + "full_attention": create_causal_mask(**mask_kwargs), + } + # The sliding window alternating layers are not always activated depending on the config + if self.has_sliding_layers: + causal_mask_mapping["sliding_attention"] = create_sliding_window_causal_mask(**mask_kwargs) + + hidden_states = inputs_embeds + + # create position embeddings to be shared across the decoder layers + position_embeddings = self.rotary_emb(hidden_states, position_ids) + + for layer_idx, decoder_layer in enumerate(self.layers[: self.config.num_hidden_layers]): + if causal_mask_mapping is None: + layer_mask = None + elif isinstance(causal_mask_mapping, list): + layer_mask = causal_mask_mapping[layer_idx] + else: + layer_mask = causal_mask_mapping[decoder_layer.attention_type] + hidden_states = decoder_layer( + hidden_states, + attention_mask=layer_mask, + position_ids=position_ids, + past_key_values=past_key_values, + use_cache=use_cache, + cache_position=cache_position, + position_embeddings=position_embeddings, + summary_ctx=summary_ctx, + **kwargs, + ) + + hidden_states = self.norm(hidden_states) + + # After prefill: reorganize cache to ring buffer layout + if use_cache and use_summary and past_key_values is not None and is_prefill: + if hasattr(past_key_values, 'reorganize_after_prefill') and summary_ctx is not None: + past_key_values.reorganize_after_prefill(summary_ctx.summary_mask) + + # After chunk boundary decode: reset chunk counters + if use_cache and use_summary and past_key_values is not None and not is_prefill: + if hasattr(past_key_values, 'reset_chunk_counter'): + past_key_values.reset_chunk_counter() + + # Filter out summary tokens from output + hidden_states = self._filter_summary_tokens(hidden_states, text_only_mask, use_summary, + past_key_values is not None and past_key_values.get_seq_length() > 0) + + return BaseModelOutputWithPast( + last_hidden_state=hidden_states, + past_key_values=past_key_values if use_cache else None, + ) + + +@auto_docstring +class Qwen3ForCausalLM(Qwen3PreTrainedModel, GenerationMixin): + _tied_weights_keys = {"lm_head.weight": "model.embed_tokens.weight"} + _tp_plan = {"lm_head": "colwise_rep"} + _pp_plan = {"lm_head": (["hidden_states"], ["logits"])} + + def __init__(self, config): + super().__init__(config) + self.model = Qwen3Model(config) + self.vocab_size = config.vocab_size + self.lm_head = nn.Linear(config.hidden_size, config.vocab_size, bias=False) + + # Initialize weights and apply final processing + self.post_init() + + + @can_return_tuple + @auto_docstring + def forward( + self, + input_ids: Optional[torch.LongTensor] = None, + attention_mask: Optional[torch.Tensor] = None, + position_ids: Optional[torch.LongTensor] = None, + past_key_values: Optional[Cache] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + labels: Optional[torch.LongTensor] = None, + use_cache: Optional[bool] = None, + cache_position: Optional[torch.LongTensor] = None, + logits_to_keep: Union[int, torch.Tensor] = 0, + summary_ctx: Optional[SummaryBatchContext] = None, + **kwargs: Unpack[TransformersKwargs], + ) -> CausalLMOutputWithPast: + r""" + summary_ctx (`SummaryBatchContext`, *optional*): + Precomputed summary positions and masks for this inference forward. + labels (`torch.LongTensor`, *optional*): + Unsupported by this inference export; passing labels raises an error. + """ + if self.training or torch.is_grad_enabled() or labels is not None: + raise RuntimeError("Inference-only export: call eval() under torch.no_grad() or torch.inference_mode(), without labels") + outputs: BaseModelOutputWithPast = self.model( + input_ids=input_ids, + attention_mask=attention_mask, + position_ids=position_ids, + past_key_values=past_key_values, + inputs_embeds=inputs_embeds, + use_cache=use_cache, + cache_position=cache_position, + summary_ctx=summary_ctx, + **kwargs, + ) + + hidden_states = outputs.last_hidden_state + # Keep BF16 logits and the established last-token default. + if isinstance(logits_to_keep, int) and logits_to_keep == 0: + # Inference: only need last token's logits to avoid OOM from [seq_len, vocab_size] + logits = self.lm_head(hidden_states[:, -1:, :]) + else: + slice_indices = slice(-logits_to_keep, None) if isinstance(logits_to_keep, int) else logits_to_keep + logits = self.lm_head(hidden_states[:, slice_indices, :]) + + truncate_n = getattr(self.config, "truncate_predict_nums", None) + if truncate_n is None: + truncate_n = self.config.vocab_size - getattr( + self.config, "summary_token_num", 0 + ) + if truncate_n > 0: + logits = logits[..., :truncate_n] + + loss = None + + return CausalLMOutputWithPast( + loss=loss, + logits=logits, + past_key_values=outputs.past_key_values, + hidden_states=outputs.hidden_states, + attentions=outputs.attentions, + ) + + def _build_summary_attention_mask_for_generation( + self, + *, + input_ids: torch.LongTensor, + past_key_values: Optional[Cache], + attention_mask: Optional[torch.Tensor], + ) -> Optional[torch.Tensor]: + """Ring buffer cache handles attention internally — no mask needed for decode.""" + if isinstance(past_key_values, Qwen3RingBufferCache): + return None + return attention_mask + + def prepare_inputs_for_generation( + self, + input_ids: torch.LongTensor, + past_key_values: Optional[Cache] = None, + attention_mask: Optional[torch.LongTensor] = None, + inputs_embeds: Optional[torch.FloatTensor] = None, + cache_position: Optional[torch.LongTensor] = None, + position_ids: Optional[torch.LongTensor] = None, + **kwargs, + ): + if inputs_embeds is not None: + raise ValueError("This inference runtime requires input_ids, not inputs_embeds") + use_summary = getattr(self.config, "use_summary_attention", False) + + # If not using summary attention, use standard behavior + if not use_summary: + return super().prepare_inputs_for_generation( + input_ids=input_ids, + past_key_values=past_key_values, + attention_mask=attention_mask, + inputs_embeds=inputs_embeds, + cache_position=cache_position, + position_ids=position_ids, + **kwargs, + ) + + # For summary attention: handle cache-based input slicing + summary_chunk_size = getattr(self.config, "summary_chunk_size", 0) + summary_token_num = getattr(self.config, "summary_token_num", 0) + summary_token_begin = getattr(self.config, "summary_token_begin", 0) + + # Prefill phase: pass full sequence, forward() will handle summary token insertion + if past_key_values is None or past_key_values.get_seq_length() == 0: + if cache_position is None: + cache_position = torch.arange(0, input_ids.shape[1], device=input_ids.device) + + return { + "input_ids": input_ids, + "attention_mask": attention_mask, + "position_ids": position_ids, + "past_key_values": past_key_values, + "cache_position": cache_position, + "use_cache": kwargs.get("use_cache"), + } + + # Decode phase: only pass new tokens not in cache + # Get current chunk size (number of text tokens in current chunk) + cur_chunk = past_key_values.get_cur_chunk_size() if hasattr(past_key_values, "get_cur_chunk_size") else 0 + true_token_num = past_key_values.get_true_token_num() + + # Only take the new tokens that haven't been processed + if input_ids.shape[1] > 1: + # Slice to get only new tokens + new_token_count = input_ids.shape[1] - true_token_num + assert new_token_count > 0, f'new_token_count={new_token_count} should be greater than 0' + input_ids = input_ids[:, -new_token_count:] + if input_ids.shape[1] != 1: + raise ValueError("Cached generation supports one new text token at a time") + device = input_ids.device + # Check if we need to insert summary tokens + # If cur_chunk >= summary_chunk_size, we need to generate summary tokens + if cur_chunk == summary_chunk_size - 1: + # Insert summary tokens + batch_size = input_ids.shape[0] + summary_ids = ( + torch.arange(summary_token_num, device=device, dtype=input_ids.dtype) + + summary_token_begin + ).unsqueeze(0).repeat(batch_size, 1) + + # Concatenate: [text_token, summary_tokens] + input_ids = torch.cat([input_ids, summary_ids], dim=1) + + # Position IDs: text token uses cur_chunk, summary tokens use 0 + if self.config.summary_chunk_position_ids_type == 'origin': + text_pos = torch.full((batch_size, 1), past_key_values.get_true_token_num(), device=device, dtype=torch.long) + elif self.config.summary_chunk_position_ids_type == 'inner_chunk': + text_pos = torch.full((batch_size, 1), cur_chunk, device=device, dtype=torch.long) + else: + raise ValueError(f'Check config.summary_chunk_position_ids_type: {self.config.summary_chunk_position_ids_type}') + + if self.config.summary_token_position_ids_type == 'zeros': + summary_pos = torch.zeros((batch_size, summary_token_num), device=device, dtype=torch.long) + elif self.config.summary_token_position_ids_type == 'last_chunk_slice_left': + # 等分成 summary_num 份，每个 summary token 取对应 slice 的末尾 + prev_text_end = past_key_values.get_true_token_num()+1-summary_chunk_size + cur_text_end = past_key_values.get_true_token_num()+1 + chunk_len = cur_text_end - prev_text_end + + idx = torch.arange(0, summary_token_num, device=device, dtype=torch.long,) + + # 每一份的末尾（全局 position） + slice_ends = prev_text_end + (idx * chunk_len) // summary_token_num - 1 + slice_ends = slice_ends.clamp(min=prev_text_end) + + summary_pos = slice_ends.to(dtype=torch.long, device=device).unsqueeze(0).expand(batch_size, -1) + elif self.config.summary_token_position_ids_type == 'last_chunk_slice_right': + # 等分成 summary_num 份，每个 summary token 取对应 slice 的末尾 + prev_text_end = past_key_values.get_true_token_num()+1-summary_chunk_size + cur_text_end = past_key_values.get_true_token_num()+1 + chunk_len = cur_text_end - prev_text_end + + idx = torch.arange(1, summary_token_num + 1, device=device, dtype=torch.long,) + + # 每一份的末尾（全局 position） + slice_ends = prev_text_end + (idx * chunk_len) // summary_token_num - 1 + slice_ends = slice_ends.clamp(min=prev_text_end) + + summary_pos = slice_ends.to(dtype=torch.long, device=device).unsqueeze(0).expand(batch_size, -1) + + else: + raise ValueError('') + + position_ids = torch.cat([text_pos, summary_pos], dim=1) + else: + # Normal decode: just the new text token with position = cur_chunk + if position_ids is None: + batch_size = input_ids.shape[0] + if self.config.summary_chunk_position_ids_type == 'origin': + position_ids = torch.full((batch_size, input_ids.shape[1]), past_key_values.get_true_token_num(), device=input_ids.device, dtype=torch.long) + elif self.config.summary_chunk_position_ids_type == 'inner_chunk': + position_ids = torch.full((batch_size, input_ids.shape[1]), cur_chunk, device=input_ids.device, dtype=torch.long) + else: + raise ValueError(f'Check config.summary_chunk_position_ids_type: {self.config.summary_chunk_position_ids_type}') + return { + "input_ids": input_ids, + "attention_mask": self._build_summary_attention_mask_for_generation( + input_ids=input_ids, + past_key_values=past_key_values, + attention_mask=attention_mask, + ), + "position_ids": position_ids, + "past_key_values": past_key_values, + "cache_position": cache_position, + "use_cache": kwargs.get("use_cache"), + } + + +__all__ = [ + "Qwen3ForCausalLM", + "Qwen3PreTrainedModel", + "Qwen3Model", + "Qwen3RingBufferCache", + "Qwen3SummaryAttention", + "SummaryBatchContext", + "build_summary_sliding_context", +] diff --git a/prefill_attention.py b/prefill_attention.py new file mode 100644 index 0000000000000000000000000000000000000000..146492daf1b048c2c44b5498ed064756011f821e --- /dev/null +++ b/prefill_attention.py @@ -0,0 +1,104 @@ +"""Inference-only KSA-v2 masks/plans; preserve KV order and 128x64 tiles. + +Uses the export's bundled CuTe API, including its matching SM90 producer. +Dynamic S-KSA routing is deliberately left to the original v2 implementation. +""" +from functools import lru_cache, partial +import math +import torch +import cutlass +from cutlass import cute +from ksa_attn import hierarchical_summary_attn_func as _legacy_hierarchical +from ksa_attn import summary_attn_func as _legacy_summary + + +@cute.jit +def hierarchical_mask(b, h, q, kv, seqlen_info, aux_tensors, + chunk_size: cutlass.Constexpr[int], + sliding_chunk_num: cutlass.Constexpr[int], + group_size: cutlass.Constexpr[int], + meta_length: cutlass.Constexpr[int]): + period = chunk_size + 1 + q_chunk = q // period + is_text = q % period < chunk_size + raw_start = q_chunk - sliding_chunk_num + window_start = cute.where(raw_start > 0, raw_start, cute.full_like(raw_start, 0)) + groups = window_start // group_size + base = kv - meta_length + is_base = kv >= meta_length + kv_text = base % period < chunk_size + causal = base <= q + local = (base >= window_start * period) & causal & kv_text + residual = (base >= groups * group_size * period) & (base < window_start * period) & (kv_text ^ 1) + meta = (kv < meta_length) & (kv < groups) + current = (base >= q_chunk * period) & causal + return (is_text & (meta | (is_base & (local | residual)))) | ((is_text ^ 1) & is_base & current) + + +@cute.jit +def full_window_mask(b, h, q, kv, seqlen_info, aux_tensors, + chunk_size: cutlass.Constexpr[int], + prefix_length: cutlass.Constexpr[int]): + period = chunk_size + 1 + remainder = q % period + is_text = remainder < chunk_size + base = kv - prefix_length + causal = base <= q + current = base >= q - remainder + return (base >= 0) & causal & ((is_text & (base % period < chunk_size)) | ((is_text ^ 1) & current)) + + +@lru_cache(maxsize=16) +def _hierarchical_plan(sq, sk, chunk, window, group, meta, device): + from flash_attn.cute.compute_block_sparsity import compute_block_sparsity + from ksa_attn.mask import hierarchical_summary_attn_mask_func + original = partial(hierarchical_summary_attn_mask_func, chunk_size=chunk, + sliding_chunk_num=window, group_size=group, + meta_length=meta, swap_indices=False) + result = compute_block_sparsity(128, 64, 1, 1, sq, sk, original, None, + torch.device('cuda', device)) + sparse = result if hasattr(result, 'mask_block_cnt') else result[-1] + if not hasattr(sparse, 'mask_block_cnt'): + raise TypeError('CuTe did not return block sparse tensors') + if (sq - 1) // (chunk + 1) <= window: + mask = partial(full_window_mask, chunk_size=chunk, prefix_length=meta) + else: + mask = partial(hierarchical_mask, chunk_size=chunk, sliding_chunk_num=window, + group_size=group, meta_length=meta) + return sparse, mask + + +def _supported(q): + return (not torch.is_grad_enabled() and q.is_cuda and q.dtype == torch.bfloat16 + and q.ndim == 4 and q.shape[0] == 1 and q.shape[2:] == (16, 128) + and torch.cuda.get_device_capability(q.device)[0] == 9) + + +def hierarchical_summary_attn_prefill(q, k, v, meta_k, meta_v, chunk_size, + sliding_chunk_num, group_size, + softmax_scale=None, mass_correction=True, + force_return_lse=False): + if not _supported(q): + return _legacy_hierarchical(q, k, v, meta_k, meta_v, chunk_size, + sliding_chunk_num, group_size, softmax_scale, + mass_correction, force_return_lse) + from flash_attn.cute.interface import _flash_attn_fwd + from ksa_attn.mask import hierarchical_summary_attn_score_mod + full_k = torch.cat((meta_k, k), dim=1).contiguous() + full_v = torch.cat((meta_v, v), dim=1).contiguous() + sparse, mask = _hierarchical_plan(q.shape[1], full_k.shape[1], chunk_size, + sliding_chunk_num, group_size, meta_k.shape[1], q.device.index) + score = partial(hierarchical_summary_attn_score_mod, meta_length=meta_k.shape[1], + meta_logit_bias=math.log(group_size)) if mass_correction else None + return _flash_attn_fwd(q, full_k, full_v, softmax_scale=softmax_scale, + causal=False, pack_gqa=None, score_mod=score, mask_mod=mask, + block_sparse_tensors=sparse, m_block_size=128, + n_block_size=64, return_lse=force_return_lse) + + +def summary_attn_prefill(q, k, v, chunk_size, summary_num, sliding_chunk_num, + summary_pos=None, skip_old_summary=False, force_return_lse=False): + # The exported v2 configuration uses S-KSA on all non-hierarchical layers. + # Retain the bundled summary path for compatible config variants. + return _legacy_summary(q, k, v, chunk_size, summary_num, sliding_chunk_num, + summary_pos, skip_old_summary, force_return_lse) diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..560ff10b91bdae605ca8a61be8acab5d00e47efe --- /dev/null +++ b/requirements.txt @@ -0,0 +1,12 @@ +# Python 3.12. Install Torch from the appropriate CUDA wheel index. +torch==2.6.0 +triton==3.2.0 +transformers==5.0.0 +accelerate==1.9.0 +safetensors==0.7.0 +einops==0.8.1 +nvidia-cutlass-dsl==4.3.5 +cuda-python==12.9.0 +apache-tvm-ffi==0.1.13.post3 +torch-c-dlpack-ext==0.1.4 +quack-kernels==0.2.4 diff --git a/runtime_config.py b/runtime_config.py new file mode 100644 index 0000000000000000000000000000000000000000..7d0902c2a27ee47bfc9838f83daa22ff849b6b9a --- /dev/null +++ b/runtime_config.py @@ -0,0 +1,172 @@ +# coding=utf-8 +# Copyright 2025 The Qwen team, Alibaba Group and the HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +import ast +import torch +from transformers.models.qwen3.configuration_qwen3 import Qwen3Config + + +def _parse_config_pattern(val): + """Read integer/list layer patterns without executing configuration text.""" + if not isinstance(val, str): + return val + + def parse(node): + if isinstance(node, ast.Constant) and type(node.value) is int: + return node.value + if isinstance(node, ast.List): + return [parse(item) for item in node.elts] + if isinstance(node, ast.BinOp): + left, right = parse(node.left), parse(node.right) + if isinstance(node.op, ast.Add): + return left + right + if isinstance(node.op, ast.Mult): + return left * right + raise ValueError("Layer patterns support only integers, lists, + and *") + + return parse(ast.parse(val, mode="eval").body) + + +def _get_shared_batch_mask(mask: torch.Tensor, name: str) -> torch.Tensor: + """Return a 1D mask shared by all batch rows. + + Summary attention currently supports batched prefill only when every sample + has the same expanded layout. Packed/ragged batches need document-local + boundaries and are intentionally rejected here. + """ + if mask.ndim == 1: + return mask + if mask.ndim != 2: + raise ValueError(f"{name} must be 1D or 2D, got shape {tuple(mask.shape)}.") + + shared = mask[0] + if mask.shape[0] > 1 and not torch.equal(mask, shared.unsqueeze(0).expand_as(mask)): + raise ValueError( + f"{name} must be identical across the batch for synchronized batched prefill; " + "packed or ragged summary layouts are not supported yet." + ) + return shared + + +def _validate_sksa_runtime_config(config: Qwen3Config) -> None: + # This export supports the summary-based block routing architecture. + if (not getattr(config, "sksa_enabled", False) + or getattr(config, "sksa_routing_mode", None) != "summary_indexer" + or getattr(config, "mix_coeff", None) != 0): + raise ValueError("This inference export requires summary_indexer and mix_coeff=0") + targets = [int(value) for value in config.sksa_sparse_full_layers] + if not targets: + raise ValueError("S-KSA runtime requires at least one sparse Full layer") + if getattr(config, "summary_token_num", 0) != 1: + raise ValueError("S-KSA runtime currently requires one summary token per chunk") + if getattr(config, "summary_chunk_position_ids_type", None) != "origin": + raise ValueError("S-KSA runtime requires original text position IDs") + + groups = _parse_config_pattern(config.summary_meta_pool_group_size) + sliding = _parse_config_pattern(config.summary_sliding_chunk_num) + layers = _parse_config_pattern(config.summary_layer_freq) + if not isinstance(groups, list): + groups = [int(groups)] * config.num_hidden_layers + if not isinstance(sliding, list): + sliding = [int(sliding)] * config.num_hidden_layers + if not isinstance(layers, list): + layers = [int(layers)] * config.num_hidden_layers + if not all(len(values) == config.num_hidden_layers for values in (groups, sliding, layers)): + raise ValueError("S-KSA runtime layer patterns must match num_hidden_layers") + + token_budget = getattr(config, "sksa_indexer_token_budget", 0) + if isinstance(token_budget, bool) or not isinstance(token_budget, int) or token_budget <= 0: + raise ValueError("indexer token budget must be a positive integer") + for name in ( + "sksa_indexer_query_rank", + "sksa_indexer_heads", + "sksa_indexer_head_dim", + "sksa_indexer_query_block_size", + ): + value = getattr(config, name, 0) + if isinstance(value, bool) or not isinstance(value, int) or value <= 0: + raise ValueError(f"{name} must be a positive integer") + rope_dim = getattr(config, "sksa_indexer_rope_dim", 0) + if ( + isinstance(rope_dim, bool) + or not isinstance(rope_dim, int) + or rope_dim < 0 + or rope_dim > int(config.sksa_indexer_head_dim) + or rope_dim % 2 + ): + raise ValueError("sksa_indexer_rope_dim must be even and within head_dim") + scorer_backend = getattr( + config, "sksa_indexer_scorer_backend", "torch" + ) + if scorer_backend not in ("torch", "fused", "auto"): + raise ValueError( + "sksa_indexer_scorer_backend must be 'torch', 'fused', or 'auto'" + ) + key_source = getattr( + config, "sksa_indexer_summary_key_source", "input_summary" + ) + if key_source not in ("input_summary", "chunk_attention"): + raise ValueError( + "sksa_indexer_summary_key_source must be 'input_summary' or " + "'chunk_attention'" + ) + chunk_qk_source = getattr( + config, "sksa_indexer_chunk_attention_qk_source", "backbone" + ) + if chunk_qk_source not in ("backbone", "independent"): + raise ValueError( + "sksa_indexer_chunk_attention_qk_source must be " + "'backbone' or 'independent'" + ) + chunk_v_source = getattr(config, "sksa_indexer_chunk_attention_v_source", "backbone") + if chunk_v_source not in ("backbone", "independent"): + raise ValueError("invalid sksa_indexer_chunk_attention_v_source") + if chunk_v_source == "independent" and chunk_qk_source != "independent": + raise ValueError("independent chunk V requires independent chunk Q/K") + if chunk_qk_source == "independent" and key_source != "chunk_attention": + raise ValueError( + "independent chunk Q/K requires " + "sksa_indexer_summary_key_source='chunk_attention'" + ) + if int(config.summary_chunk_size) != 8: + raise ValueError("summary indexer runtime currently requires 8-token chunks") + raw_block_size = (getattr(config, "sksa_indexer_block_size", 8)) + if ( + isinstance(raw_block_size, bool) + or not isinstance(raw_block_size, int) + or raw_block_size not in ((2, 4, 8)) + ): + raise ValueError("sksa_indexer_block_size must be 2, 4, or 8") + if raw_block_size < 8 and ( + chunk_qk_source != "independent" + or int(getattr(config, "sksa_local_window_tokens", 0)) < 8 + ): + raise ValueError("subchunk indexer requires independent Q/K and local window >= 8") + if token_budget % raw_block_size: + raise ValueError( + "summary indexer token budget must be divisible by the raw block size" + ) + if int(getattr(config, "sksa_local_window_tokens", 0)) <= 0: + raise ValueError("summary indexer requires a positive local window") + if getattr(config, "sksa_indexer_force_sink", True) and token_budget < 8: + raise ValueError("indexer token budget must cover 8 sink tokens") + for target in targets: + if not 0 <= target < config.num_hidden_layers: + raise ValueError(f"S-KSA target layer {target} is out of range") + if not layers[target] or int(groups[target]) > 1: + raise ValueError(f"S-KSA target layer {target} is not a full KSA layer") + if int(sliding[target]) * config.summary_chunk_size < config.max_position_embeddings: + raise ValueError(f"S-KSA target layer {target} is not globally dense") diff --git a/sksa_attention.py b/sksa_attention.py new file mode 100644 index 0000000000000000000000000000000000000000..17b2e51a2d1bbaeffd2394db499833f551fbcd3c --- /dev/null +++ b/sksa_attention.py @@ -0,0 +1,1216 @@ +"""Summary-query block routing for S-KSA prefill and cached decoding.""" + +from __future__ import annotations + +import math + +import torch +from torch import nn +import torch.nn.functional as F + +from .sparse_decode_gather import fused_summary_decode_gather + + +# Metadata is owned by one model forward, never by a model layer or KV cache. +# Inputs/derived positions are immutable during this forward. Nested forwards +# receive a separate scope; reset in finally also releases exception paths. +from .indexer_step import shared_indexer_step, shared_indexer_positions, _validated_position_bounds + + +_INDEXER_SCORER_BACKENDS = {"torch", "fused", "auto"} +_FUSED_INDEXER_SCORER = None +_FUSED_INDEXER_SCORER_LOAD_ATTEMPTED = False +_FUSED_INDEXER_SCORER_IMPORT_ERROR = None + + +class _IndexerRMSNorm(nn.Module): + """RMSNorm with the same ``weight`` state-dict contract as HF Qwen3.""" + + def __init__(self, hidden_size: int, eps: float) -> None: + super().__init__() + self.weight = nn.Parameter(torch.ones(hidden_size)) + self.eps = eps + + def forward(self, hidden_states: torch.Tensor) -> torch.Tensor: + input_dtype = hidden_states.dtype + hidden_states = hidden_states.float() + hidden_states = hidden_states * torch.rsqrt( + hidden_states.pow(2).mean(-1, keepdim=True) + self.eps + ) + return self.weight * hidden_states.to(input_dtype) + + +def aligned_summary_block_local_start( + query_position: int, + local_window_tokens: int, + raw_block_size: int, +) -> int: + """Return the block-aligned inclusive left edge of the local window. + + Routing only admits raw blocks that end before this edge. Aligning the + edge down keeps those remote blocks disjoint from the local window while + ensuring that the one raw block straddling the nominal window boundary is + never dropped for one to ``raw_block_size - 1`` decode positions. + """ + if local_window_tokens <= 0 or raw_block_size <= 0: + raise ValueError("local window and raw block size must be positive") + nominal_start = max(query_position - local_window_tokens + 1, 0) + return nominal_start // raw_block_size * raw_block_size + + +def _resolve_indexer_scorer_backend(config_backend: str) -> str: + """Resolve the scorer backend from the unchanged exported configuration.""" + backend = config_backend + if not isinstance(backend, str): + raise ValueError("S-KSA indexer scorer backend must be a string") + backend = backend.strip().lower() + if backend not in _INDEXER_SCORER_BACKENDS: + raise ValueError( + "sksa_indexer_scorer_backend must be 'torch', 'fused', or 'auto'" + ) + return backend + + +def _load_fused_indexer_scorer(): + """Load the shared KSA Indexer scorer.""" + global _FUSED_INDEXER_SCORER + global _FUSED_INDEXER_SCORER_LOAD_ATTEMPTED + global _FUSED_INDEXER_SCORER_IMPORT_ERROR + if not _FUSED_INDEXER_SCORER_LOAD_ATTEMPTED: + _FUSED_INDEXER_SCORER_LOAD_ATTEMPTED = True + try: + from ksa_attn import fused_indexer_candidate_scores + except ImportError as error: + _FUSED_INDEXER_SCORER_IMPORT_ERROR = error + else: + _FUSED_INDEXER_SCORER = fused_indexer_candidate_scores + return _FUSED_INDEXER_SCORER + + +def _fused_indexer_scorer_unavailable_reason( + query: torch.Tensor, + key: torch.Tensor, + head_weight: torch.Tensor, +) -> str | None: + if torch.is_grad_enabled(): + return "gradient mode is enabled" + if query.ndim != 4 or key.ndim != 3 or head_weight.ndim != 3: + return "expected query[B,Q,H,D], key[B,M,D], and weight[B,Q,H]" + if not (query.is_cuda and key.is_cuda and head_weight.is_cuda): + return "all scorer tensors must be CUDA tensors" + if not (query.device == key.device == head_weight.device): + return "all scorer tensors must share one CUDA device" + if query.dtype not in (torch.float16, torch.bfloat16): + return "query must use fp16 or bf16" + if key.dtype != query.dtype: + return "query and key dtypes must match" + if head_weight.dtype != torch.float32: + return "head weights must use fp32" + if query.shape[-1] not in (64, 128): + return "indexer head_dim must be 64 or 128" + if not 1 <= query.shape[2] <= 8: + return "indexer head count must be between 1 and 8" + if query.stride(-1) != 1 or key.stride(-1) != 1: + return "query/key head dimensions must be contiguous" + if head_weight.stride(-1) != 1: + return "head weights must be contiguous over heads" + if _load_fused_indexer_scorer() is None: + detail = ( + f": {_FUSED_INDEXER_SCORER_IMPORT_ERROR}" + if _FUSED_INDEXER_SCORER_IMPORT_ERROR is not None + else "" + ) + return f"ksa_attn fused scorer is unavailable{detail}" + return None + + +def score_indexer_candidates( + query: torch.Tensor, + key: torch.Tensor, + head_weight: torch.Tensor, + score_scale: float, + *, + scorer_backend: str = "torch", +) -> torch.Tensor: + """Score index keys using the persisted train/runtime backend contract.""" + backend = _resolve_indexer_scorer_backend(scorer_backend) + if backend != "torch": + unavailable = _fused_indexer_scorer_unavailable_reason( + query, key, head_weight + ) + if unavailable is None: + # Never hide a fused execution or compilation failure behind a + # numerically different PyTorch route. + return _load_fused_indexer_scorer()( + query, key, head_weight, score_scale + ) + if backend == "fused": + raise RuntimeError( + f"strict fused S-KSA indexer scorer is unavailable: {unavailable}" + ) + dot = torch.einsum("bqhd,bmd->bqhm", query, key) + activated = dot.float() + activated.mul_(score_scale).relu_() + activated.mul_(head_weight[..., None]) + return activated.sum(dim=2) + + +def _rotate_half(x: torch.Tensor) -> torch.Tensor: + left, right = x.chunk(2, dim=-1) + return torch.cat((-right, left), dim=-1) + + +def _apply_partial_rope( + x: torch.Tensor, + cos: torch.Tensor, + sin: torch.Tensor, + rope_dim: int, +) -> torch.Tensor: + """Apply the indexer's RoPE frequencies to its trailing dimensions. + + ``x`` is ``[B,S,H,D]`` (or ``[B,S,1,D]`` for shared index keys). Following + the official Lightning Indexer layout, RoPE occupies the trailing + ``rope_dim`` coordinates and the leading coordinates remain unrotated. + """ + if rope_dim == 0: + return x + if rope_dim < 0 or rope_dim > x.shape[-1] or rope_dim % 2: + raise ValueError("S-KSA indexer rope_dim must be even and within head_dim") + if cos.shape[:2] != x.shape[:2] or sin.shape != cos.shape: + raise ValueError("indexer RoPE tensors do not match projected states") + if cos.shape[-1] < rope_dim: + raise ValueError("model RoPE width is smaller than indexer rope_dim") + rotated = x[..., -rope_dim:] + rope_cos = cos[..., :rope_dim].unsqueeze(2).to(rotated.dtype) + rope_sin = sin[..., :rope_dim].unsqueeze(2).to(rotated.dtype) + rotated = rotated * rope_cos + _rotate_half(rotated) * rope_sin + return torch.cat((x[..., :-rope_dim], rotated), dim=-1) + + +class SummaryBlockLightningIndexer(nn.Module): + """Per-Full-layer Lightning Indexer over shared routing keys. + + The module contains only the newly trained indexer parameters. It accepts + the already-normalized pre-attention hidden states so its query signal is + specific to the current Full layer. Keys are shared across indexer heads, + matching the inexpensive Lightning Indexer geometry. + """ + + def __init__( + self, + hidden_size: int, + *, + query_rank: int, + num_heads: int, + head_dim: int, + rope_dim: int, + rope_theta: float, + max_seq_len: int, + query_block_size: int, + scorer_backend: str = "torch", + chunk_attention_qk_source: str = "backbone", + chunk_num_heads: int | None = None, + chunk_num_kv_heads: int | None = None, + chunk_head_dim: int | None = None, + chunk_norm_eps: float = 1e-6, + chunk_q_bias: bool = False, + chunk_k_bias: bool = False, + chunk_attention_v_source: str = "backbone", + chunk_v_bias: bool = False, + chunk_attention_include_summary: bool = True, + ) -> None: + super().__init__() + if min(query_rank, num_heads, head_dim, query_block_size) <= 0: + raise ValueError("S-KSA indexer dimensions must be positive") + if rope_dim < 0 or rope_dim > head_dim or rope_dim % 2: + raise ValueError("S-KSA indexer rope_dim must be even and <= head_dim") + self.num_heads = num_heads + self.head_dim = head_dim + self.rope_dim = rope_dim + self.rope_theta = float(rope_theta) + self.query_block_size = query_block_size + if scorer_backend not in _INDEXER_SCORER_BACKENDS: + raise ValueError( + "sksa_indexer_scorer_backend must be 'torch', 'fused', or 'auto'" + ) + self.scorer_backend = scorer_backend + if chunk_attention_qk_source not in {"backbone", "independent"}: + raise ValueError( + "chunk_attention_qk_source must be 'backbone' or 'independent'" + ) + self.chunk_attention_qk_source = chunk_attention_qk_source + if chunk_attention_v_source not in {"backbone", "independent"}: + raise ValueError("invalid chunk_attention_v_source") + if chunk_attention_v_source == "independent" and chunk_attention_qk_source != "independent": + raise ValueError("independent chunk V requires independent chunk Q/K") + self.chunk_attention_v_source = chunk_attention_v_source + self.chunk_attention_include_summary = chunk_attention_include_summary + if not chunk_attention_include_summary and chunk_attention_qk_source != "independent": + raise ValueError("raw-only chunk attention requires independent chunk Q/K") + self.chunk_v_proj = None + self.chunk_num_heads = None + self.chunk_num_kv_heads = None + self.chunk_head_dim = None + self.chunk_q_proj = None + self.chunk_k_proj = None + self.chunk_q_norm = None + self.chunk_k_norm = None + if chunk_attention_qk_source == "independent": + if ( + chunk_num_heads is None + or chunk_num_kv_heads is None + or chunk_head_dim is None + or min(chunk_num_heads, chunk_num_kv_heads, chunk_head_dim) <= 0 + ): + raise ValueError( + "independent chunk Q/K requires positive head geometry" + ) + if chunk_num_heads % chunk_num_kv_heads: + raise ValueError( + "chunk query heads must be divisible by chunk KV heads" + ) + self.chunk_num_heads = int(chunk_num_heads) + self.chunk_num_kv_heads = int(chunk_num_kv_heads) + self.chunk_head_dim = int(chunk_head_dim) + self.chunk_q_proj = nn.Linear( + hidden_size, + self.chunk_num_heads * self.chunk_head_dim, + bias=chunk_q_bias, + ) + self.chunk_k_proj = nn.Linear( + hidden_size, + self.chunk_num_kv_heads * self.chunk_head_dim, + bias=chunk_k_bias, + ) + self.chunk_q_norm = _IndexerRMSNorm( + self.chunk_head_dim, chunk_norm_eps + ) + self.chunk_k_norm = _IndexerRMSNorm( + self.chunk_head_dim, chunk_norm_eps + ) + if chunk_attention_v_source == "independent": + self.chunk_v_proj = nn.Linear( + hidden_size, self.chunk_num_kv_heads * self.chunk_head_dim, + bias=chunk_v_bias, + ) + inv_freq = 1.0 / ( + float(rope_theta) + ** ( + torch.arange(0, rope_dim, 2, dtype=torch.float32) + / max(rope_dim, 1) + ) + ) + self.register_buffer("rope_inv_freq", inv_freq, persistent=False) + self._rope_cache_device = inv_freq.device + sequence = torch.arange(max_seq_len, dtype=inv_freq.dtype) + angle = torch.einsum("i,j->ij", sequence, inv_freq).float() + embedding = torch.cat((angle, angle), dim=-1) + self.register_buffer( + "rope_cache", + torch.stack((embedding.cos(), embedding.sin()), dim=-1), + persistent=False, + ) + self.query_down_proj = nn.Linear(hidden_size, query_rank, bias=False) + self.query_up_proj = nn.Linear( + query_rank, num_heads * head_dim, bias=False + ) + self.key_proj = nn.Linear(hidden_size, head_dim, bias=False) + self.head_weight_proj = nn.Linear(hidden_size, num_heads, bias=False) + + def project_chunk_qk( + self, + hidden_states: torch.Tensor, + *, + cos: torch.Tensor | None = None, + sin: torch.Tensor | None = None, + ) -> tuple[torch.Tensor, torch.Tensor]: + """Project and normalize the independent chunk-attention Q/K stream.""" + return ( + self.project_chunk_queries(hidden_states, cos=cos, sin=sin), + self.project_chunk_keys(hidden_states, cos=cos, sin=sin), + ) + + def _validate_chunk_rope( + self, + hidden_states: torch.Tensor, + cos: torch.Tensor | None, + sin: torch.Tensor | None, + ) -> tuple[torch.Tensor | None, torch.Tensor | None]: + if (cos is None) != (sin is None): + raise ValueError("chunk Q/K RoPE requires both cosine and sine") + if cos is not None: + if cos.shape != sin.shape or cos.ndim != 3: + raise ValueError("chunk Q/K RoPE must use [B,S,D] tensors") + if tuple(cos.shape[:2]) != tuple(hidden_states.shape[:2]): + raise ValueError("chunk Q/K RoPE geometry does not match hidden states") + if cos.shape[-1] != self.chunk_head_dim: + raise ValueError("chunk Q/K RoPE width must equal chunk head_dim") + return cos.to(hidden_states.dtype), sin.to(hidden_states.dtype) + return None, None + + def project_chunk_queries( + self, + hidden_states: torch.Tensor, + *, + cos: torch.Tensor | None = None, + sin: torch.Tensor | None = None, + ) -> torch.Tensor: + """Project only the independent chunk-attention queries.""" + if self.chunk_attention_qk_source != "independent": + raise RuntimeError("independent chunk Q/K is not enabled") + if hidden_states.ndim != 3: + raise ValueError("chunk Q/K projection expects hidden[B,S,E]") + if ( + self.chunk_q_proj is None + or self.chunk_q_norm is None + ): + raise RuntimeError("independent chunk Q/K modules are incomplete") + batch, sequence, _ = hidden_states.shape + query = self.chunk_q_proj(hidden_states).view( + batch, + sequence, + self.chunk_num_heads, + self.chunk_head_dim, + ) + query = self.chunk_q_norm(query) + rope_cos, rope_sin = self._validate_chunk_rope( + hidden_states, cos, sin + ) + if rope_cos is not None: + query = query * rope_cos.unsqueeze(2) + _rotate_half(query) * rope_sin.unsqueeze(2) + return query + + def project_chunk_keys( + self, + hidden_states: torch.Tensor, + *, + cos: torch.Tensor | None = None, + sin: torch.Tensor | None = None, + ) -> torch.Tensor: + """Project only the independent chunk-attention keys.""" + if self.chunk_attention_qk_source != "independent": + raise RuntimeError("independent chunk Q/K is not enabled") + if hidden_states.ndim != 3: + raise ValueError("chunk Q/K projection expects hidden[B,S,E]") + if ( + self.chunk_k_proj is None + or self.chunk_k_norm is None + or self.chunk_head_dim is None + ): + raise RuntimeError("independent chunk K modules are incomplete") + batch, sequence, _ = hidden_states.shape + key = self.chunk_k_proj(hidden_states).view( + batch, + sequence, + self.chunk_num_kv_heads, + self.chunk_head_dim, + ) + key = self.chunk_k_norm(key) + rope_cos, rope_sin = self._validate_chunk_rope( + hidden_states, cos, sin + ) + if rope_cos is not None: + key = key * rope_cos.unsqueeze(2) + _rotate_half(key) * rope_sin.unsqueeze(2) + return key + + def project_chunk_values(self, hidden_states: torch.Tensor) -> torch.Tensor: + """Project auxiliary V without position encoding or normalization.""" + if self.chunk_v_proj is None: + raise RuntimeError("independent chunk V is not enabled") + batch, sequence, _ = hidden_states.shape + return self.chunk_v_proj(hidden_states).view( + batch, sequence, self.chunk_num_kv_heads, self.chunk_head_dim, + ) + + def expand_chunk_values(self, values: torch.Tensor) -> torch.Tensor: + return values.repeat_interleave( + self.chunk_num_heads // self.chunk_num_kv_heads, dim=-2, + ) + + def aggregate_chunk_attention_summary( + self, + query_chunks: torch.Tensor, + key_chunks: torch.Tensor, + value_chunks: torch.Tensor, + *, + summary_chunk_size: int, + summary_token_num: int, + indexer_block_size: int | None = None, + ) -> torch.Tensor: + """Run causal local attention for the summary positions only. + + ``query_chunks`` is ``[B,N,W,H,D]`` and ``key_chunks`` is + ``[B,N,W,KV,D]``. Values must already be expanded to query heads. + """ + if ( + query_chunks.ndim != 5 + or key_chunks.ndim != 5 + or value_chunks.ndim != 5 + ): + raise ValueError("chunk attention tensors must be rank-5") + batch, chunks, query_width, query_heads, head_dim = query_chunks.shape + width = key_chunks.shape[2] + if key_chunks.shape[0] != batch or key_chunks.shape[1] != chunks: + raise ValueError("chunk Q/K geometry mismatch") + if value_chunks.shape[:3] != (batch, chunks, width): + raise ValueError("chunk K/V geometry mismatch") + if summary_chunk_size <= 0 or summary_token_num <= 0: + raise ValueError("chunk attention sizes must be positive") + if summary_chunk_size + summary_token_num != width: + raise ValueError("chunk attention width is inconsistent") + if query_width not in (summary_token_num, width): + raise ValueError("chunk query width does not match summary geometry") + if key_chunks.shape[-1] != head_dim: + raise ValueError("chunk Q/K head dimensions do not match") + if value_chunks.shape[-2:] != (query_heads, head_dim): + raise ValueError("chunk values do not match query geometry") + if key_chunks.shape[-2] != query_heads: + if query_heads % key_chunks.shape[-2]: + raise ValueError("chunk query heads must divide KV heads") + groups = query_heads // key_chunks.shape[-2] + key_chunks = ( + key_chunks.unsqueeze(4) + .expand(batch, chunks, width, key_chunks.shape[-2], groups, head_dim) + .reshape(batch, chunks, width, query_heads, head_dim) + ) + query_summary = ( + query_chunks + if query_width == summary_token_num + else query_chunks[:, :, summary_chunk_size:, :, :] + ) + block_size = indexer_block_size or summary_chunk_size + if block_size != summary_chunk_size or not self.chunk_attention_include_summary: + if ( + summary_token_num != 1 + or block_size not in (2, 4, 8) + or summary_chunk_size % block_size + ): + raise ValueError("raw-block attention requires one summary and blocks of 2, 4 or 8") + # Summary supplies Q only; normalize over each raw-text block. + groups = summary_chunk_size // block_size + raw_k = key_chunks[:, :, :summary_chunk_size].reshape( + batch, chunks, groups, block_size, query_heads, head_dim + ) + raw_v = value_chunks[:, :, :summary_chunk_size].reshape_as(raw_k) + logits = torch.einsum( + "bnhd,bngshd->bnghs", query_summary[:, :, 0], raw_k + ).float() + probability = torch.softmax(logits * (head_dim ** -0.5), dim=-1) + return torch.einsum( + "bnghs,bngshd->bnghd", probability.to(raw_v.dtype), raw_v + ) + logits = torch.einsum( + "bnthd,bnshd->bnhts", query_summary, key_chunks + ).float() + logits.mul_(head_dim ** -0.5) + query_positions = summary_chunk_size + torch.arange( + summary_token_num, device=query_chunks.device + ) + key_positions = torch.arange(width, device=query_chunks.device) + causal = key_positions[None, :] <= query_positions[:, None] + probability = torch.softmax( + logits.masked_fill(~causal[None, None, None], float("-inf")), + dim=-1, + ) + return torch.einsum( + "bnhts,bnshd->bnthd", + probability.to(value_chunks.dtype), + value_chunks, + ) + + def build_chunk_attention_summary_from_projected( + self, + query_chunks: torch.Tensor, + key_chunks: torch.Tensor, + value_chunks: torch.Tensor, + *, + summary_chunk_size: int, + summary_token_num: int, + indexer_block_size: int | None = None, + ) -> torch.Tensor: + summary = self.aggregate_chunk_attention_summary( + query_chunks, + key_chunks, + value_chunks, + summary_chunk_size=summary_chunk_size, + summary_token_num=summary_token_num, + indexer_block_size=indexer_block_size, + ) + return summary.reshape(summary.shape[0], -1, summary.shape[-2] * summary.shape[-1]) + + @torch.no_grad() + def build_chunk_attention_summary( + self, + hidden_chunks: torch.Tensor, + value_chunks: torch.Tensor, + *, + summary_chunk_size: int, + summary_token_num: int, + chunk_cos: torch.Tensor | None = None, + chunk_sin: torch.Tensor | None = None, + indexer_block_size: int | None = None, + ) -> torch.Tensor: + """Build independent-Q/K summary states from a complete chunk batch.""" + if hidden_chunks.ndim != 4 or value_chunks.ndim != 5: + raise ValueError( + "chunk attention expects hidden[B,N,W,E] and value[B,N,W,H,D]" + ) + batch, chunks, width, hidden_size = hidden_chunks.shape + if value_chunks.shape[:3] != (batch, chunks, width): + raise ValueError("chunk hidden/value geometry mismatch") + flat_hidden = hidden_chunks.reshape(batch, chunks * width, hidden_size) + flat_summary_hidden = hidden_chunks[:, :, summary_chunk_size:, :].reshape( + batch, chunks * summary_token_num, hidden_size + ) + flat_cos = ( + None + if chunk_cos is None + else chunk_cos.reshape(batch, chunks * width, chunk_cos.shape[-1]) + ) + flat_sin = ( + None + if chunk_sin is None + else chunk_sin.reshape(batch, chunks * width, chunk_sin.shape[-1]) + ) + summary_cos = ( + None + if flat_cos is None + else flat_cos.reshape(batch, chunks, width, flat_cos.shape[-1])[ + :, :, summary_chunk_size:, : + ].reshape(batch, chunks * summary_token_num, flat_cos.shape[-1]) + ) + summary_sin = ( + None + if flat_sin is None + else flat_sin.reshape(batch, chunks, width, flat_sin.shape[-1])[ + :, :, summary_chunk_size:, : + ].reshape(batch, chunks * summary_token_num, flat_sin.shape[-1]) + ) + if self.chunk_v_proj is not None: + value_chunks = self.expand_chunk_values( + self.project_chunk_values(flat_hidden.detach()) + ).view(batch, chunks, width, self.chunk_num_heads, self.chunk_head_dim) + query = self.project_chunk_queries( + flat_summary_hidden.detach(), cos=summary_cos, sin=summary_sin + ) + key = self.project_chunk_keys( + flat_hidden.detach(), cos=flat_cos, sin=flat_sin + ) + query = query.view( + batch, + chunks, + summary_token_num, + self.chunk_num_heads, + self.chunk_head_dim, + ) + key = key.view( + batch, + chunks, + width, + self.chunk_num_kv_heads, + self.chunk_head_dim, + ) + return self.build_chunk_attention_summary_from_projected( + query, + key, + value_chunks.detach(), + summary_chunk_size=summary_chunk_size, + summary_token_num=summary_token_num, + indexer_block_size=indexer_block_size, + ) + + def _rope_cos_sin( + self, position_ids: torch.Tensor, dtype: torch.dtype + ) -> tuple[torch.Tensor, torch.Tensor]: + if position_ids.ndim != 2: + raise ValueError("indexer position IDs must use [B,S] layout") + if self.rope_dim == 0: + empty = torch.empty( + (*position_ids.shape, 0), + dtype=dtype, + device=position_ids.device, + ) + return empty, empty + self._ensure_rope_cache_device(position_ids.device) + if position_ids.numel(): + _, max_position = _validated_position_bounds(position_ids) + # Device/table identity and capacity remain layer-local. Even a + # reused validated range must perform this layer's growth check. + self._grow_rope_cache(max_position + 1) + cache = self.rope_cache[position_ids] + return cache[..., 0].to(dtype), cache[..., 1].to(dtype) + + @torch.no_grad() + def _ensure_rope_cache_device(self, device: torch.device) -> None: + if ( + self._rope_cache_device == device + and self.rope_inv_freq.dtype == torch.float32 + and self.rope_cache.dtype == torch.float32 + ): + return + inv_freq = 1.0 / ( + self.rope_theta + ** (torch.arange(0, self.rope_dim, 2, dtype=torch.float32, device=device) + / max(self.rope_dim, 1)) + ) + positions = torch.arange( + self.rope_cache.shape[0], dtype=torch.float32, device=device + ) + angle = torch.einsum("i,j->ij", positions, inv_freq).float() + embedding = torch.cat((angle, angle), dim=-1) + self.rope_inv_freq = inv_freq + self.rope_cache = torch.stack((embedding.cos(), embedding.sin()), dim=-1) + self._rope_cache_device = device + + @torch.no_grad() + def _grow_rope_cache(self, required_length: int) -> None: + """Extend the non-persistent indexer RoPE cache on demand. + + Exported models may prefill exactly ``max_position_embeddings`` tokens + and then decode beyond that boundary. Preserve every existing cache + row byte-for-byte and append new rows geometrically. The extension is + built with FP32 frequencies on the execution device, matching training. + Existing rows remain unchanged when generation crosses the boundary. + """ + current_length = self.rope_cache.shape[0] + if required_length <= current_length: + return + new_length = max(required_length, max(1, current_length * 2)) + positions = torch.arange( + current_length, new_length, dtype=torch.float32, device=self.rope_cache.device + ) + inv_freq = self.rope_inv_freq.detach().float() + angle = torch.einsum("i,j->ij", positions, inv_freq).float() + embedding = torch.cat((angle, angle), dim=-1) + extension = torch.stack( + (embedding.cos(), embedding.sin()), dim=-1 + ).to( + device=self.rope_cache.device, + dtype=self.rope_cache.dtype, + ) + self.rope_cache = torch.cat((self.rope_cache, extension), dim=0) + + def project_keys( + self, + summary_hidden: torch.Tensor, + summary_position_ids: torch.Tensor, + ) -> torch.Tensor: + key = self.key_proj(summary_hidden).unsqueeze(2) + summary_cos, summary_sin = self._rope_cos_sin( + summary_position_ids, key.dtype + ) + return _apply_partial_rope( + key, summary_cos, summary_sin, self.rope_dim + ).squeeze(2) + + def project_queries( + self, + text_hidden: torch.Tensor, + text_position_ids: torch.Tensor, + ) -> torch.Tensor: + query = self.query_up_proj( + self.query_down_proj(text_hidden) + ).view( + text_hidden.shape[0], + text_hidden.shape[1], + self.num_heads, + self.head_dim, + ) + text_cos, text_sin = self._rope_cos_sin( + text_position_ids, query.dtype + ) + return _apply_partial_rope( + query, text_cos, text_sin, self.rope_dim + ) + + @torch.no_grad() + def select_blocks( + self, + text_hidden: torch.Tensor, + index_keys: torch.Tensor, + text_position_ids: torch.Tensor, + *, + raw_block_size: int, + local_window_tokens: int, + selected_block_capacity: int, + force_sink: bool, + sink_block_count: int = 1, + sink_token_count: int | None = None, + local_alignment_tokens: int | None = None, + ) -> torch.Tensor: + """Return padded per-query route IDs in ``[B,text,K]``. + + ``raw_block_size`` is the raw-token span represented by one route ID. + ``local_alignment_tokens`` controls only the left edge of the local + window. They match the block span for summary-block routing; raw-token + routing uses span one while retaining the experiment's raw-8 local + alignment. ``-1`` pads rows with fewer than K remote candidates. + """ + if text_hidden.ndim != 3 or index_keys.ndim != 3: + raise ValueError("indexer hidden/key tensors must be rank-3") + batch, text_count, _ = text_hidden.shape + if index_keys.shape[0] != batch or selected_block_capacity < 0: + raise ValueError("indexer key batch/capacity is invalid") + if sink_token_count is not None: + sink_block_count = sink_token_count + if sink_block_count <= 0: + raise ValueError("indexer sink token count must be positive") + if force_sink and selected_block_capacity < sink_block_count: + raise ValueError( + "indexer route capacity must cover every forced sink token" + ) + if local_alignment_tokens is None: + local_alignment_tokens = raw_block_size + if ( + raw_block_size <= 0 + or local_alignment_tokens <= 0 + or local_alignment_tokens % raw_block_size + ): + raise ValueError("invalid indexer route span/local alignment") + selected = torch.full( + (batch, text_count, selected_block_capacity), + -1, + dtype=torch.int32, + device=text_hidden.device, + ) + meta_count = index_keys.shape[1] + if not text_count or not meta_count or not selected_block_capacity: + return selected + + # A block is remote iff its final raw token lies left of the raw-block + # aligned local start. This is numerically the same candidate prefix + # used by training, while the aligned local window also covers the + # nominal boundary block until it becomes fully remote. + query_ids = torch.arange(text_count, device=text_hidden.device) + nominal_local_start = (query_ids - local_window_tokens + 1).clamp_min(0) + local_start = torch.div( + nominal_local_start, + local_alignment_tokens, + rounding_mode="floor", + ) * local_alignment_tokens + eligible_count = torch.div( + local_start, raw_block_size, rounding_mode="floor" + ).clamp_max(meta_count) + query_all = self.project_queries(text_hidden, text_position_ids) + head_weight_all = self.head_weight_proj(text_hidden).float() + head_weight_all.mul_(self.num_heads**-0.5) + scale = self.head_dim**-0.5 + for start in range(0, text_count, self.query_block_size): + end = min(text_count, start + self.query_block_size) + # Match training's causal candidate prefix exactly. Scoring the + # masked future suffix wastes work and can make tied TopK behavior + # depend on a different input extent between train and runtime. + tile_candidate_count = min( + meta_count, + ( + max(0, end - local_window_tokens) + // local_alignment_tokens + * local_alignment_tokens + // raw_block_size + ), + ) + if tile_candidate_count == 0: + continue + max_take = min(tile_candidate_count, selected_block_capacity) + query = query_all[:, start:end] + score = score_indexer_candidates( + query, + index_keys[:, :tile_candidate_count], + head_weight_all[:, start:end], + scale, + scorer_backend=self.scorer_backend, + ) + eligible = eligible_count[start:end] + key_ids = torch.arange( + tile_candidate_count, device=text_hidden.device + ) + valid = key_ids[None, None, :] < eligible[None, :, None] + score.masked_fill_(~valid, float("-inf")) + if force_sink: + sink_count = min(sink_block_count, tile_candidate_count, selected_block_capacity) + sink_valid = valid[..., :sink_count] + score[..., :sink_count] = torch.where( + sink_valid, + score.new_full((), float("inf")), + score[..., :sink_count], + ) + values, indices = torch.topk( + score, max_take, dim=-1, sorted=False + ) + # With ``sorted=False`` valid scores are not guaranteed to occupy + # the first ``eligible`` output slots. As in training, identify + # padding solely by the masked -inf value before sorting IDs. + keep = values != float("-inf") + tile_selected = torch.where( + keep, indices.to(torch.int32), indices.new_full((), -1).to(torch.int32) + ) + if max_take < selected_block_capacity: + tile_selected = F.pad( + tile_selected, + (0, selected_block_capacity - max_take), + value=-1, + ) + sort_key = torch.where( + tile_selected >= 0, + tile_selected, + tile_selected.new_full((), tile_candidate_count + 1), + ) + selected[:, start:end] = torch.gather( + tile_selected, + -1, + torch.argsort(sort_key, dim=-1), + ) + return selected + + +def _summary_block_sparse_text_reference( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + selected_block_indices: torch.Tensor, + *, + raw_block_size: int, + local_window_tokens: int, + local_alignment_tokens: int | None = None, + query_tile_size: int = 4, +) -> torch.Tensor: + """Exact, bounded-memory reference for per-query summary-block routing. + + Q/K/V use ``[B,H,S,D]``. The implementation gathers raw tokens, never + summary K/V, and tiles query rows so variable prefill lengths cannot fall + back to a dense ``S x S`` attention allocation. + """ + if q.ndim != 4 or k.ndim != 4 or v.shape != k.shape: + raise ValueError("summary-block attention expects rank-4 Q/K/V") + batch, query_heads, text_count, head_dim = q.shape + if k.shape[0] != batch or k.shape[2:] != (text_count, head_dim): + raise ValueError("summary-block attention Q/K/V geometry mismatch") + if query_heads % k.shape[1]: + raise ValueError("query heads must be divisible by K/V heads") + if selected_block_indices.shape[:2] != (batch, text_count): + raise ValueError("one selected-block row is required per text query") + if local_alignment_tokens is None: + local_alignment_tokens = raw_block_size + if min( + raw_block_size, + local_window_tokens, + local_alignment_tokens, + query_tile_size, + ) <= 0: + raise ValueError("summary-block attention sizes must be positive") + if local_alignment_tokens % raw_block_size: + raise ValueError("local alignment must be divisible by route span") + + k_seq = k.transpose(1, 2) + v_seq = v.transpose(1, 2) + kv_heads = k.shape[1] + groups = query_heads // kv_heads + selected = selected_block_indices.long() + block_offsets = torch.arange(raw_block_size, device=q.device) + # Aligning the local edge down can grow the physical window by at most one + # raw block minus one token. Keep a fixed bounded gather width and mask the + # unused suffix independently for every query. + local_offsets = torch.arange( + local_window_tokens + local_alignment_tokens - 1, device=q.device + ) + batch_ids = torch.arange(batch, device=q.device)[:, None, None] + output = torch.empty_like(q) + scale = head_dim**-0.5 + + for start in range(0, text_count, query_tile_size): + end = min(text_count, start + query_tile_size) + query_ids = torch.arange(start, end, device=q.device) + selected_tile = selected[:, start:end] + remote = ( + selected_tile[..., None] * raw_block_size + + block_offsets + ).flatten(2) + remote_valid = ( + selected_tile[..., None] >= 0 + ).expand_as( + selected_tile[..., None] * raw_block_size + block_offsets + ).flatten(2) + nominal_local_start = ( + query_ids - local_window_tokens + 1 + ).clamp_min(0) + local_start = torch.div( + nominal_local_start, + local_alignment_tokens, + rounding_mode="floor", + ) * local_alignment_tokens + local = (local_start[:, None] + local_offsets)[None].expand( + batch, -1, -1 + ) + local_valid = local <= query_ids[None, :, None] + candidates = torch.cat((remote, local), dim=-1) + valid = torch.cat((remote_valid, local_valid), dim=-1) + valid &= (candidates >= 0) & (candidates <= query_ids[None, :, None]) + safe = candidates.clamp(min=0, max=max(text_count - 1, 0)) + gathered_k = k_seq[batch_ids, safe] + gathered_v = v_seq[batch_ids, safe] + if groups != 1: + gathered_k = gathered_k.repeat_interleave(groups, dim=3) + gathered_v = gathered_v.repeat_interleave(groups, dim=3) + logits = torch.einsum( + "bhqd,bqkhd->bhqk", q[:, :, start:end].float(), gathered_k.float() + ) * scale + probability = torch.softmax( + logits.masked_fill(~valid[:, None], float("-inf")), dim=-1 + ).to(v.dtype) + output[:, :, start:end] = torch.einsum( + "bhqk,bqkhd->bhqd", probability, gathered_v + ) + return output + + +def summary_block_sparse_prefill_attention( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + summary_mask: torch.Tensor, + selected_block_indices: torch.Tensor, + *, + raw_block_size: int, + summary_chunk_size: int, + summary_token_num: int, + local_window_tokens: int, + text_positions: torch.Tensor | None = None, + summary_positions: torch.Tensor | None = None, +) -> torch.Tensor: + """Full-layer prefill for summary-key routing; returns ``[B,H,S,D]``.""" + if summary_token_num != 1 or raw_block_size not in (2, 4, 8) or summary_chunk_size % raw_block_size: + raise ValueError("summary index routing requires one summary and raw block size 2/4/8 dividing the chunk") + if summary_mask.ndim == 1: + summary_mask = summary_mask[None].expand(q.shape[0], -1) + if summary_mask.shape != (q.shape[0], q.shape[2]): + raise ValueError("summary mask does not match expanded Q/K/V") + shared = summary_mask[0] + if summary_mask.shape[0] > 1 and not torch.equal( + summary_mask, shared[None].expand_as(summary_mask) + ): + raise ValueError("summary-block runtime requires a shared batch layout") + if text_positions is None: + text_positions = torch.nonzero(~shared, as_tuple=False).flatten() + if summary_positions is None: + summary_positions = torch.nonzero(shared, as_tuple=False).flatten() + text_count = text_positions.numel() + if selected_block_indices.shape[:2] != (q.shape[0], text_count): + raise ValueError("selected blocks do not match text query count") + q_text = q.index_select(2, text_positions).contiguous() + k_text = k.index_select(2, text_positions).contiguous() + v_text = v.index_select(2, text_positions).contiguous() + + if q.is_cuda and text_count > local_window_tokens: + try: + from ksa_attn import summary_block_sparse_attn_func + except ImportError: + summary_block_sparse_attn_func = None + can_run_cute = torch.cuda.get_device_capability(q.device)[0] >= 9 + if summary_block_sparse_attn_func is not None and can_run_cute: + text_output = summary_block_sparse_attn_func( + q_text.transpose(1, 2).contiguous(), + k_text.transpose(1, 2).contiguous(), + v_text.transpose(1, 2).contiguous(), + selected_block_indices.to(torch.int32).contiguous(), + raw_block_size, + local_window_tokens, + softmax_scale=q.shape[-1] ** -0.5, + deterministic=False, + ).transpose(1, 2).contiguous() + else: + text_output = _summary_block_sparse_text_reference( + q_text, + k_text, + v_text, + selected_block_indices, + raw_block_size=raw_block_size, + local_window_tokens=local_window_tokens, + ) + elif text_count <= local_window_tokens: + text_output = F.scaled_dot_product_attention( + q_text, k_text, v_text, is_causal=True + ) + else: + text_output = _summary_block_sparse_text_reference( + q_text, + k_text, + v_text, + selected_block_indices, + raw_block_size=raw_block_size, + local_window_tokens=local_window_tokens, + ) + + chunk_block = summary_chunk_size + summary_token_num + complete_chunks = summary_positions.numel() // summary_token_num + complete_prefix = complete_chunks * chunk_block + expected_prefix = torch.cat(( + torch.zeros(summary_chunk_size, dtype=torch.bool, device=q.device), + torch.ones(summary_token_num, dtype=torch.bool, device=q.device), + )).repeat(complete_chunks) + if ( + complete_prefix > q.shape[2] + or not torch.equal(shared[:complete_prefix], expected_prefix) + or torch.any(shared[complete_prefix:]) + or q.shape[2] - complete_prefix >= summary_chunk_size + ): + raise ValueError("summary-block attention requires the regular summary layout") + summary_output = ( + _summary_chunk_local_attention( + q[:, :, :complete_prefix], + k[:, :, :complete_prefix], + v[:, :, :complete_prefix], + summary_chunk_size=summary_chunk_size, + summary_token_num=summary_token_num, + ).reshape(q.shape[0], q.shape[1], -1, q.shape[-1]) + if summary_positions.numel() + else q.new_empty(q.shape[0], q.shape[1], 0, q.shape[-1]) + ) + output = torch.empty_like(q) + output.index_copy_(2, text_positions, text_output) + if summary_positions.numel(): + output.index_copy_(2, summary_positions, summary_output) + return output + + + + +def gather_summary_block_decode_kv( + key: torch.Tensor, + value: torch.Tensor, + selected_block_indices: torch.Tensor, + *, + raw_block_size: int, + local_window_tokens: int, + local_alignment_tokens: int | None = None, + workspace: dict | None = None, +) -> tuple[torch.Tensor, torch.Tensor, torch.Tensor]: + """Expand summary block IDs into raw K/V for one decode query.""" + if key.shape != value.shape or key.ndim != 4: + raise ValueError("decode K/V must share [B,H,L,D]") + if selected_block_indices.ndim != 3 or selected_block_indices.shape[1] != 1: + raise ValueError("decode selected blocks must have [B,1,K] layout") + if workspace is not None: + return fused_summary_decode_gather( + key, value, selected_block_indices, raw_block_size=raw_block_size, + local_window_tokens=local_window_tokens, + local_alignment_tokens=local_alignment_tokens, workspace=workspace, + ) + batch, heads, text_length, head_dim = key.shape + if local_alignment_tokens is None: + local_alignment_tokens = raw_block_size + if local_alignment_tokens % raw_block_size: + raise ValueError("local alignment must be divisible by route span") + block_ids = selected_block_indices[:, 0].long() + offsets = torch.arange(raw_block_size, device=key.device) + remote = block_ids[..., None] * raw_block_size + offsets + remote_valid = (block_ids[..., None] >= 0) & (remote < text_length) + local_start = aligned_summary_block_local_start( + text_length - 1, local_window_tokens, local_alignment_tokens + ) + max_local_tokens = local_window_tokens + local_alignment_tokens - 1 + local = ( + local_start + + torch.arange(max_local_tokens, device=key.device) + )[None].expand(batch, -1) + local_valid = (local >= 0) & (local < text_length) + candidates = torch.cat((remote.flatten(1), local), dim=1) + valid = torch.cat((remote_valid.flatten(1), local_valid), dim=1) + # Router candidates end before the aligned local window, so no semantic + # duplicate exists. Sentinel padding retains a fixed SDPA width across + # decode steps. + sentinel = text_length + candidates = candidates.masked_fill(~valid, sentinel) + safe = candidates.clamp_max(max(text_length - 1, 0)) + gather_index = safe[:, None, :, None].expand( + batch, heads, safe.shape[1], head_dim + ) + return ( + torch.gather(key, 2, gather_index), + torch.gather(value, 2, gather_index), + (candidates < sentinel)[:, None, None], + ) + + + + + + + + +_COMPILED_FLEX_ATTENTION = None + + + + + + +def _summary_chunk_local_attention( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + *, + summary_chunk_size: int, + summary_token_num: int, +) -> torch.Tensor: + """Exact causal Full-layer output for inserted summary queries only.""" + batch, heads, expanded_sequence, head_dim = q.shape + chunk_block = summary_chunk_size + summary_token_num + if expanded_sequence % chunk_block: + raise ValueError("block-routed S-KSA requires a complete summary layout") + chunk_count = expanded_sequence // chunk_block + q_chunks = q.view(batch, heads, chunk_count, chunk_block, head_dim) + k_chunks = k.view(batch, heads, chunk_count, chunk_block, head_dim) + v_chunks = v.view(batch, heads, chunk_count, chunk_block, head_dim) + q_summary = q_chunks[:, :, :, summary_chunk_size:] + logits = torch.einsum( + "bhntd,bhnsd->bhnts", q_summary, k_chunks + ).float() + logits.mul_(head_dim ** -0.5) + query_positions = summary_chunk_size + torch.arange( + summary_token_num, device=q.device + ) + key_positions = torch.arange(chunk_block, device=q.device) + causal = key_positions[None, :] <= query_positions[:, None] + probability = torch.softmax( + logits.masked_fill(~causal[None, None, None], float("-inf")), dim=-1 + ) + return torch.einsum( + "bhnts,bhnsd->bhntd", probability.to(v.dtype), v_chunks + ) + + +def summary_chunk_attention_indexer_key_input( + q: torch.Tensor, + k: torch.Tensor, + v: torch.Tensor, + *, + summary_chunk_size: int, + summary_token_num: int, +) -> torch.Tensor: + """Build Full-layer summary index entries from current-layer chunk context. + + Runtime Q/K/V use ``[B,H,S,D]``. The returned tensor uses the Indexer's + hidden-state contract ``[B,num_summary,H*D]`` and intentionally remains + before the model output projection: the newly trained ``key_proj`` learns + the inexpensive composition needed for routing. + """ + summary_output = _summary_chunk_local_attention( + q, + k, + v, + summary_chunk_size=summary_chunk_size, + summary_token_num=summary_token_num, + ) + batch, heads, chunks, summary_count, head_dim = summary_output.shape + return summary_output.permute(0, 2, 3, 1, 4).reshape( + batch, chunks * summary_count, heads * head_dim + ) + + + + + + + + +__all__ = ['SummaryBlockLightningIndexer', 'aligned_summary_block_local_start', 'gather_summary_block_decode_kv', 'score_indexer_candidates', 'summary_block_sparse_prefill_attention', 'summary_chunk_attention_indexer_key_input'] diff --git a/sparse_decode_gather.py b/sparse_decode_gather.py new file mode 100644 index 0000000000000000000000000000000000000000..30ef90bb35d6bc52003548eb0e878c79814b731e --- /dev/null +++ b/sparse_decode_gather.py @@ -0,0 +1,78 @@ +"""Request-owned, raw-bit-preserving summary-indexer decode materialization.""" +import torch +import triton +import triton.language as tl + + +@triton.jit +def _gather(K, V, Blocks, OK, OV, Mask, Candidates, Safe, + L, H: tl.constexpr, D: tl.constexpr, + N: tl.constexpr, W: tl.constexpr, R: tl.constexpr, + START, KS0: tl.constexpr, KS1: tl.constexpr, + KS2: tl.constexpr, KS3: tl.constexpr, + VS0: tl.constexpr, VS1: tl.constexpr, VS2: tl.constexpr, + VS3: tl.constexpr, BS0: tl.constexpr, BS2: tl.constexpr, + TILE: tl.constexpr, DIM: tl.constexpr): + bh = tl.program_id(0) + b, h = bh // H, bh % H + t = tl.program_id(1) * TILE + tl.arange(0, TILE) + d = tl.arange(0, DIM) + remote = t < N * R + block = tl.load(Blocks + b * BS0 + (t // R) * BS2, + mask=remote & (t < W), other=-1).to(tl.int64) + index = tl.where(remote, block * R + t % R, START + t - N * R) + valid = tl.where(remote, (block >= 0) & (index < L), + (index >= 0) & (index < L)) + candidate = tl.where(valid, index, L) + safe = tl.minimum(candidate, L - 1) + k = tl.load(K + b * KS0 + h * KS1 + safe[:, None] * KS2 + d[None, :] * KS3, + mask=(t[:, None] < W) & (d[None, :] < D), other=0) + v = tl.load(V + b * VS0 + h * VS1 + safe[:, None] * VS2 + d[None, :] * VS3, + mask=(t[:, None] < W) & (d[None, :] < D), other=0) + out = (bh * W + t[:, None]) * D + d[None, :] + tl.store(OK + out, k, mask=(t[:, None] < W) & (d[None, :] < D)) + tl.store(OV + out, v, mask=(t[:, None] < W) & (d[None, :] < D)) + if h == 0: + tl.store(Mask + b * W + t, valid, mask=t < W) + tl.store(Candidates + b * W + t, candidate, mask=t < W) + tl.store(Safe + b * W + t, safe, mask=t < W) + + +def fused_summary_decode_gather(key, value, selected, *, raw_block_size, + local_window_tokens, local_alignment_tokens, + workspace): + """Write every output slot, including masked slots, on the input device. + + Masked K/V equal the reference's last-live-token copy. Exact compact shapes + and contiguous strides preserve SDPA dispatch. Storage is cache-local; + shape/dtype/device changes replace it. Returned views live until next call. + """ + if key.shape != value.shape or key.ndim != 4: + raise ValueError('decode K/V must share [B,H,L,D]') + b, h, length, dim = key.shape + if selected.ndim != 3 or selected.shape[:2] != (b, 1): + raise ValueError('decode selected blocks must have [B,1,K] layout') + alignment = raw_block_size if local_alignment_tokens is None else local_alignment_tokens + if raw_block_size <= 0 or local_window_tokens <= 0 or alignment <= 0 or alignment % raw_block_size: + raise ValueError('invalid block/window/alignment') + if length == 0: + raise ValueError('decode requires live K/V') + n = selected.shape[-1] + width = n * raw_block_size + local_window_tokens + alignment - 1 + signature = (b, h, width, dim, key.dtype, key.device) + if workspace.get('signature') != signature: + workspace.clear() + workspace.update(signature=signature, + key=torch.empty((b,h,width,dim),dtype=key.dtype,device=key.device), + value=torch.empty((b,h,width,dim),dtype=value.dtype,device=value.device), + mask=torch.empty((b,1,1,width),dtype=torch.bool,device=key.device), + candidates=torch.empty((b,width),dtype=torch.int64,device=key.device), + safe=torch.empty((b,width),dtype=torch.int64,device=key.device)) + start = max(length-local_window_tokens,0) // alignment * alignment + with torch.cuda.device(key.device): + _gather[(b*h,triton.cdiv(width,16))]( + key,value,selected,workspace['key'],workspace['value'],workspace['mask'], + workspace['candidates'],workspace['safe'],length,h,dim,n,width,raw_block_size,start, + *key.stride(),*value.stride(),selected.stride(0),selected.stride(2), + 16,triton.next_power_of_2(dim),num_warps=4) + return workspace['key'],workspace['value'],workspace['mask'] diff --git a/summary_context.py b/summary_context.py new file mode 100644 index 0000000000000000000000000000000000000000..f56d9d2beef61549b91bb58506ba6f2de10d00ba --- /dev/null +++ b/summary_context.py @@ -0,0 +1,37 @@ +from __future__ import annotations + +from dataclasses import dataclass + +import torch + +__all__ = [ + "SummaryBatchContext", + "build_summary_sliding_context", +] + + +@dataclass +class SummaryBatchContext: + position_ids: torch.Tensor + summary_mask: torch.Tensor + text_positions: torch.Tensor | None = None + summary_positions: torch.Tensor | None = None + + @property + def enabled(self) -> bool: + return self.summary_mask.numel() > 0 + + +def build_summary_sliding_context( + input_ids: torch.Tensor, + position_ids: torch.Tensor, + summary_token_num: int, + summary_token_begin: int, +) -> SummaryBatchContext: + summary_mask = (input_ids >= summary_token_begin) & ( + input_ids < summary_token_begin + summary_token_num + ) + return SummaryBatchContext( + position_ids=position_ids, + summary_mask=summary_mask, + ) diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000000000000000000000000000000000000..443909a61d429dff23010e5bddd28ff530edda00 --- /dev/null +++ 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16255, + "Ġsuffered": 16256, + "ĠFREE": 16257, + "'].\"": 16258, + "ĠQueen": 16259, + "stats": 16260, + "Ġmeetings": 16261, + "Ġentering": 16262, + "Ġalongside": 16263, + "(session": 16264, + "itals": 16265, + "Ġfoundation": 16266, + "ĠCredit": 16267, + ".div": 16268, + "_ALL": 16269, + "pcion": 16270, + "_stat": 16271, + "icking": 16272, + "Defaults": 16273, + "_src": 16274, + "Ġoutputs": 16275, + "/B": 16276, + "Ġenthus": 16277, + "-bl": 16278, + ".ForeColor": 16279, + "ĉtemp": 16280, + "Face": 16281, + "Ġinteract": 16282, + "Ġweird": 16283, + "Mount": 16284, + "rell": 16285, + "udents": 16286, + "Ġrequirement": 16287, + "ĠSus": 16288, + "IER": 16289, + "Ġelected": 16290, + "reference": 16291, + "ĠME": 16292, + "Ġservers": 16293, + ".wait": 16294, + "Ġsnapshot": 16295, + "ilton": 16296, + "Ġtries": 16297, + "Ġtipo": 16298, + ".Time": 16299, + ">w": 16300, + "Ġmountain": 16301, + "Ġpounds": 16302, + "Ġ[...": 16303, + "exists": 16304, + "ĠngOn": 16305, + "_MAP": 16306, + "Ġflying": 16307, + "xiety": 16308, + "ĉvalue": 16309, + "_DB": 16310, + "uno": 16311, + "Ġseats": 16312, + "TURN": 16313, + ".author": 16314, + "!)": 16315, + "orce": 16316, + "Ġindicated": 16317, + ".sin": 16318, + "Ġassignment": 16319, + "imiento": 16320, + "ĠFrame": 16321, + "_gen": 16322, + "inery": 16323, + "_)": 16324, + "messages": 16325, + ".settings": 16326, + "ĠMean": 16327, + "ĠMuseum": 16328, + "irq": 16329, + "attach": 16330, + "ĠPalestin": 16331, + "_QU": 16332, + "_tags": 16333, + "Ġcasual": 16334, + "emen": 16335, + "ASSWORD": 16336, + "$s": 16337, + "ĠCirc": 16338, + "ой": 16339, + "etric": 16340, + "/P": 16341, + "Ġepoch": 16342, + "The": 16357, + "ĠAk": 16358, + "Ġgrass": 16359, + "/*čĊ": 16360, + "(dis": 16361, + "Ġguns": 16362, + "Ġtb": 16363, + "ĠKevin": 16364, + ".args": 16365, + "ĠAh": 16366, + "oped": 16367, + "(J": 16368, + "columns": 16369, + "arguments": 16370, + "ĠWithEvents": 16371, + "_full": 16372, + "ĠDefense": 16373, + "Simple": 16374, + "Ġdeaths": 16375, + "Ġextensive": 16376, + "ĠStill": 16377, + "ĠExpression": 16378, + "ĠAgency": 16379, + "Ġperforming": 16380, + "FX": 16381, + "Ġusuario": 16382, + "UAL": 16383, + "Side": 16384, + "odos": 16385, + "aptop": 16386, + "Ġcredentials": 16387, + "_cap": 16388, + "atient": 16389, + "ĠDisney": 16390, + "Ġai": 16391, + "Ġchip": 16392, + "Ġvolt": 16393, + ".makeText": 16394, + "%%%%%%%%%%%%%%%%": 16395, + "Ġbelief": 16396, + "_LOC": 16397, + "ĠCivil": 16398, + "Navigation": 16399, + "Ġreveal": 16400, + "Ġviolent": 16401, + "ĠFil": 16402, + "Ġcatalog": 16403, + "emed": 16404, + "scan": 16405, + ".control": 16406, + "Ġconstitution": 16407, + "Country": 16408, + "Separator": 16409, + "_APP": 16410, + "topic": 16411, + "uetooth": 16412, + "MIN": 16413, + "Ġdescriptor": 16414, + "yt": 16415, + "ETHER": 16416, + "Ġdistribute": 16417, + "'}Ċ": 16418, + ".trim": 16419, + ".Line": 16420, + "Ġlbl": 16421, + "assertEquals": 16422, + "ĠDet": 16423, + "ombok": 16424, + "(width": 16425, + "Ġtort": 16426, + "ĠEXPRESS": 16427, + "aco": 16428, + "Using": 16429, + "ĠBrand": 16430, + "wall": 16431, + "EMENT": 16432, + "ĠCommunic": 16433, + "(Ċ": 17055, + "?>\"": 17056, + "Ġ///Ċ": 17057, + "Ġeiner": 17058, + "Ġweekly": 17059, + "ĉlogger": 17060, + "_pop": 17061, + "_man": 17062, + "Ġmigrations": 17063, + "Ġasks": 17064, + "Ġbs": 17065, + "Ġfalls": 17066, + ".Where": 17067, + "-height": 17068, + "_feature": 17069, + ".Min": 17070, + "Ġhyper": 17071, + "Ġvolatile": 17072, + "Ġtwenty": 17073, + "Typography": 17074, + "Unable": 17075, + "Det": 17076, + ",f": 17077, + "-mod": 17078, + "Ġsettlement": 17079, + "Ġcontracts": 17080, + "nome": 17081, + "Bad": 17082, + "ĠBrian": 17083, + "(username": 17084, + "!!!!": 17085, + "Ġhack": 17086, + ".Field": 17087, + "HR": 17088, + "ĠJordan": 17089, + "iza": 17090, + "ĠÂł": 17091, + "ĠSher": 17092, + ".header": 17093, + "(other": 17094, + "ĠDub": 17095, + "(op": 17096, + "ĠRound": 17097, + "Ġvie": 17098, + "Ġappl": 17099, + "ĉJ": 17100, + "ĠInsert": 17101, + "ĠLP": 17102, + "regon": 17103, + "ĠMPI": 17104, + "Ġanchor": 17105, + "aca": 17106, + "ør": 17107, + "Ġade": 17108, + "anchor": 17109, + "quee": 17110, + "ĠTreeNode": 17111, + "Ġtargeted": 17112, + "Ġlaid": 17113, + "ABEL": 17114, + "vet": 17115, + "ĠOrigin": 17116, + "Ant": 17117, + ".');Ċ": 17118, + "expect": 17119, + "edReader": 17120, + "ĠMajor": 17121, + "Ġinch": 17122, + "Compar": 17123, + "Ġpreview": 17124, + "Ġillness": 17125, + "ĠCONTRACT": 17126, + "ĠIndepend": 17127, + "uuid": 17128, + "Ġnome": 17129, + "Ġtc": 17130, + "ĠAvenue": 17131, + "isan": 17132, + "Ġphrase": 17133, + "_move": 17134, + "\")[": 17135, + "Ġprovision": 17136, + "Ġconcentr": 17137, + "_IR": 17138, + "ĠUt": 17139, + "()+": 17140, + "Ġnas": 17141, + "!,": 17142, + "ĠRobin": 17143, + "iations": 17144, + "atitude": 17145, + "Ġpx": 17146, + "ĠWithout": 17147, + "/bash": 17148, + "ekt": 17149, + "reement": 17150, + "Observer": 17151, + "ĠRegion": 17152, + "UBLIC": 17153, + "Ġ{//": 17154, + "KN": 17155, + "å·": 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+ "_font": 17451, + "Ġcharacteristics": 17452, + "Done": 17453, + "eln": 17454, + "############": 17455, + "POS": 17456, + "Ġdensity": 17457, + "ĠPlatform": 17458, + "-items": 17459, + "Ġovers": 17460, + "Ġpushing": 17461, + "ç¤": 17462, + ".Connection": 17463, + "_term": 17464, + "Ġinitialization": 17465, + "________________________________": 17466, + "ç¬": 17467, + ".document": 17468, + "lesh": 17469, + "ĉdocument": 17470, + "ĠPin": 17471, + "ça": 17472, + "Ġdefinitions": 17473, + ".Path": 17474, + "_WRITE": 17475, + "ĠĉĊ": 17476, + "?>ĊĊ": 17477, + "Ġterrible": 17478, + "bean": 17479, + "ickets": 17480, + "ĠSV": 17481, + "Buy": 17482, + "(task": 17483, + "Ġregime": 17484, + "google": 17485, + "Ġcrack": 17486, + ".visit": 17487, + "NUM": 17488, + "energy": 17489, + "Ġstruck": 17490, + "_sample": 17491, + ".payload": 17492, + "Ġrevis": 17493, + "ĠScene": 17494, + "Ġpg": 17495, + "Ġbreakfast": 17496, + "URRENT": 17497, + ".charAt": 17498, + "_exception": 17499, + "ĠAnton": 17500, + "Ġguidelines": 17501, + "Ġexhaust": 17502, + "ĠFinancial": 17503, + "Ġindent": 17504, + "Ġdesktop": 17505, + "Hidden": 17506, + "Failure": 17507, + "Ġprinciple": 17508, + "Ġiv": 17509, + "Ġseks": 17510, + "network": 17511, + "ĠnumberOf": 17512, + "ĠAlbert": 17513, + "ĉlong": 17514, + ",.": 17515, + "Ġzeros": 17516, + "fade": 17517, + "ĠTyp": 17518, + "ĠTerm": 17519, + "ĠArts": 17520, + ".Application": 17521, + "Ġbehalf": 17522, + "æĪ·": 17523, + "Ġmere": 17524, + "(`${": 17525, + "Ġawareness": 17526, + "elpers": 17527, + "flix": 17528, + "Ġweigh": 17529, + "Ġestimates": 17530, + ".child": 17531, + "/O": 17532, + "ĠBitmap": 17533, + ".bottom": 17534, + "Ġ**************************************************************************": 17535, + "Expect": 17536, + "ento": 17537, + "ĠForum": 17538, + "veral": 17539, + "Ġjail": 17540, + "Ġabilities": 17541, + "ĠHOLD": 17542, + "ĠCit": 17543, + "Ġdynam": 17544, + "Ġgray": 17545, + "ĉĉĉĉĉĉĉĉĉĉĉĉĉ": 17546, + ".nextInt": 17547, + "antly": 17548, + "ĠARISING": 17549, + "(private": 17550, + "Ġrejected": 17551, + "ĠNic": 17552, + "Ġleather": 17553, + "={Ċ": 17554, + "alytics": 17555, + "thetic": 17556, + ".Top": 17557, + ".Page": 17558, + "={`": 17559, + "Ġ;čĊ": 17560, + "depth": 17561, + "mann": 17562, + "WD": 17563, + "ĠSom": 17564, + ".Right": 17565, + "Ġ)}Ċ": 17566, + "Ġtrait": 17567, + "ÃĹ": 17568, + "iac": 17569, + "Ġrv": 17570, + "Sample": 17571, + ".Xml": 17572, + "opped": 17573, + "ĠÑĦ": 17574, + "lists": 17575, + "Ġtear": 17576, + "iversary": 17577, + ".collection": 17578, + "ĠConstitution": 17579, + "ĠHttpResponse": 17580, + "Ġbrill": 17581, + "ĠProm": 17582, + "hover": 17583, + "ĠMiami": 17584, + "Ġargue": 17585, + "_float": 17586, + "ĠãĤ": 17587, + "Ġnat": 17588, + "ĠTal": 17589, + "Ġintegration": 17590, + "(cur": 17591, + "Ġremoving": 17592, + "Ġcoeff": 17593, + "ĠThough": 17594, + "Ġforecast": 17595, + "ĠVegas": 17596, + "Site": 17597, + "Ġtrab": 17598, + "ĠHenry": 17599, + "-i": 17600, + "Ġinvolves": 17601, + "BT": 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"Ġprocessor": 17654, + "ĠTerr": 17655, + "=',": 17656, + "ĠManufact": 17657, + "ĠNT": 17658, + "kel": 17659, + "ibern": 17660, + "ĉfile": 17661, + "Ali": 17662, + "rientation": 17663, + "Ġ//!": 17664, + "apore": 17665, + "aneous": 17666, + "ĠCreat": 17667, + "folder": 17668, + "Ġhay": 17669, + "Suppress": 17670, + "(left": 17671, + "Ġeuro": 17672, + "Ġdisclaimer": 17673, + "ustry": 17674, + "ships": 17675, + "_fd": 17676, + "ĠFa": 17677, + "_insert": 17678, + "Ġrol": 17679, + "ifting": 17680, + "ĠComments": 17681, + "_br": 17682, + "Ġlosses": 17683, + "ĠAdded": 17684, + "charg": 17685, + "Ġпо": 17686, + "_system": 17687, + "ĠSometimes": 17688, + "ĠSpain": 17689, + "(group": 17690, + "ialis": 17691, + "Ġdollar": 17692, + "ĠArgs": 17693, + "quires": 17694, + "ĠTen": 17695, + ".scss": 17696, + "Ġsurvive": 17697, + "usage": 17698, + "Ġjun": 17699, + "imiter": 17700, + "ï¼ģĊĊ": 17701, + "Ġfifth": 17702, + "toggle": 17703, + "Ġdecline": 17704, + "($\"": 17705, + "(Long": 17706, + "inge": 17707, + "Ġpilot": 17708, + "-light": 17709, + "-radius": 17710, + "Ġpodcast": 17711, + "Ġnaturally": 17712, + "Pages": 17713, + "为": 17714, + "ĠDespite": 17715, + "Ġlighting": 17716, + "Ġcrate": 17717, + "ĠBinary": 17718, + "Ġreducing": 17719, + "Ġeleg": 17720, + "ĠMouse": 17721, + "ĠTestBed": 17722, + "ĠbeforeEach": 17723, + "_ARRAY": 17724, + "Redirect": 17725, + "Ġflood": 17726, + "Ġships": 17727, + "Ġelectricity": 17728, + ")*(": 17729, + "ê¸": 17730, + "ĠViet": 17731, + "hero": 17732, + "Ġdia": 17733, + "ĠKent": 17734, + "heart": 17735, + "Ġthreats": 17736, + "_acc": 17737, + "Ġsymbols": 17738, + "ischen": 17739, + "_inst": 17740, + "Criterion": 17741, + "ĠTIM": 17742, + ".Height": 17743, + "ĠâĢĻ": 17744, + "();ĊĊĊ": 17745, + "Products": 17746, + "_SP": 17747, + "ĠCy": 17748, + "Ġdependent": 17749, + "este": 17750, + "Ġdatos": 17751, + "dit": 17752, + "ав": 17753, + "IGNAL": 17754, + "Ġlesson": 17755, + "\">'": 17756, + "ĠCover": 17757, + "ĠHope": 17758, + "ĠTimer": 17759, + "Ġdad": 17760, + "viders": 17761, + "ĠPhot": 17762, + "/?": 17763, + "ropy": 17764, + "oming": 17765, + "asion": 17766, + "Ġ\\(": 17767, + "ĠET": 17768, + "ĠReading": 17769, + "Ġepisodes": 17770, + "lm": 17771, + "echa": 17772, + "Ġneuro": 17773, + "Ġharmon": 17774, + "Ġliberal": 17775, + "-ind": 17776, + "DATA": 17777, + "Ġeveryday": 17778, + "Ġdivided": 17779, + "ĠActiveRecord": 17780, + "figure": 17781, + "UA": 17782, + "ä¹": 17783, + "riendly": 17784, + "tech": 17785, + ".gameObject": 17786, + "иÑĤÑĮ": 17787, + "Ġmoon": 17788, + "ftime": 17789, + "Ġnoch": 17790, + "ĠTORT": 17791, + "ĠVM": 17792, + ".initial": 17793, + "(child": 17794, + "Ġmusical": 17795, + "Ġoc": 17796, + "bas": 17797, + "ĠHay": 17798, + "_long": 17799, + "Ġmemset": 17800, + "iley": 17801, + "adelphia": 17802, + "SV": 17803, + "roat": 17804, + "_tx": 17805, + "Ġlon": 17806, + "ĠngOnInit": 17807, + "bp": 17808, + "ĠGolden": 17809, + "ACHE": 17810, + "Ġworried": 17811, + "azi": 17812, + "Ear": 17813, + "Take": 17814, + "(fp": 17815, + "burgh": 17816, + "_Data": 17817, + "gres": 17818, + "ĠOnt": 17819, + "pus": 17820, + "Ġtransparent": 17821, + "Ġpocket": 17822, + "Ġram": 17823, + "igrations": 17824, + ".čĊčĊ": 17825, + "Ġ[(": 17826, + "Ġadopted": 17827, + "Ġreportedly": 17828, + "ĠDream": 17829, + "Ġ}));Ċ": 17830, + "losing": 17831, + "Ġteeth": 17832, + "ĠBooks": 17833, + "\",&": 17834, + "enny": 17835, + "LEMENT": 17836, + "Ġgel": 17837, + "ĠPlant": 17838, + "!âĢĿ": 17839, + ".host": 17840, + "ĠReply": 17841, + "rength": 17842, + "Ġrecognition": 17843, + "Ġ}}>Ċ": 17844, + "LA": 17845, + "Ġmirror": 17846, + "Ġassistant": 17847, + "(device": 17848, + "Ġspiritual": 17849, + "builder": 17850, + "§": 17851, + "Ġoutr": 17852, + "Ġtt": 17853, + "ĠPER": 17854, + "Ġradical": 17855, + "Methods": 17856, + "Ġpace": 17857, + "udy": 17858, + "Ġgut": 17859, + "ĠGreek": 17860, + "Ġnonatomic": 17861, + "ĠPaper": 17862, + "_GPIO": 17863, + "Ġobst": 17864, + ".Ad": 17865, + "vironments": 17866, + "ĠSov": 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128377, + "Ġvì": 128378, + "ĠtÆ°": 128379, + "Ġchất": 128380, + "Ġ׼×ŀ×ķ": 128381, + "Ġgì": 128382, + "Ġש׳": 128383, + "Ġtế": 128384, + "ת×ķ": 128385, + "Ġnghiá»ĩp": 128386, + "Ġmặt": 128387, + "ĠÙĥÙħا": 128388, + "Ġ×ij×Ļף": 128389, + "Ġרק": 128390, + "Ġthấy": 128391, + "Ġmáy": 128392, + "ĠÙģÙī": 128393, + "Ġdân": 128394, + "Ġ×IJ×Ĺ×ĵ": 128395, + "Ġtâm": 128396, + "Ġ׼×ļ": 128397, + "Ġ׾×ķ": 128398, + "во": 128399, + "Ġtác": 128400, + "ĠtoÃłn": 128401, + "ĠÙĪÙħ": 128402, + "Ġkết": 128403, + "Ġหรืà¸Ń": 128404, + "ĠÙĪاÙĦÙħ": 128405, + "ĠÄijiá»ĥm": 128406, + "Ġ×ĸ×ķ": 128407, + "Ġ×ij×ķ": 128408, + "׼×ķת": 128409, + "Ġhá»Ļi": 128410, + "Ġbằng": 128411, + "تÙĩا": 128412, + "Ġ׼×ĵ×Ļ": 128413, + "Ġ×Ķ×Ŀ": 128414, + "Ġxuất": 128415, + "ĠÙĤد": 128416, + "Ġbảo": 128417, + "Ġtá»ijt": 128418, + "Ġtình": 128419, + "ĠÙĩÙĬ": 128420, + "ĠÄijá»iji": 128421, + "Ġthiết": 128422, + "Ġhiá»ĩu": 128423, + "Ġtiếp": 128424, + "Ġtạo": 128425, + "ת×Ķ": 128426, + "Ġchủ": 128427, + "oÅĽÄĩ": 128428, + "Ġgiú": 128429, + "Ġgiúp": 128430, + "Ġý": 128431, + "Ġquả": 128432, + "Ġloại": 128433, + "Ġcô": 128434, + "Ġô": 128435, + "Ġông": 128436, + "Ġ×Ķ×ķ": 128437, + "ĠاÙĦÙĬÙĪÙħ": 128438, + "ĠtÃŃnh": 128439, + "га": 128440, + "Ġphòng": 128441, + "ĠÄĥn": 128442, + "ĠعاÙħ": 128443, + "Ġvá»ĭ": 128444, + "larını": 128445, + "rÃŃa": 128446, + "ĠtỼi": 128447, + "ĠÄijÆ°á»Ŀng": 128448, + "ĠgiỼi": 128449, + "Ġbản": 128450, + "Ġcầu": 128451, + "Ġnhiên": 128452, + "Ġbá»ĩnh": 128453, + "ĠthÆ°á»Ŀng": 128454, + "Ġ×IJ×Ļף": 128455, + "ĠÄijá»ģ": 128456, + "Ġhá»ĩ": 128457, + "Ġ×Ļשר×IJ׾": 128458, + "Ġquá": 128459, + "ĠÐĹа": 128460, + "ãģ®ãģ§ãģĻãģĮ": 128461, + "ĠÐŁÑĢи": 128462, + "Ġphần": 128463, + "ĠÙĪÙĦا": 128464, + "ĠlỼn": 128465, + "Ġtrá»ĭ": 128466, + "Ġcảm": 128467, + "Ġмо": 128468, + "Ġdùng": 128469, + "ĠاÙĦÙī": 128470, + "ĠعÙĦÙĬÙĩ": 128471, + "ĠìŀĪìĬµëĭĪëĭ¤": 128472, + "ÙĬÙĤ": 128473, + "ĠÙĤبÙĦ": 128474, + "Ġhoặc": 128475, + "ĠØŃÙĬØ«": 128476, + "Ġà¸Ĺีà¹Ī": 128477, + "ĠغÙĬر": 128478, + "ĠÄijại": 128479, + "Ġsá»ijng": 128480, + "нÑĭми": 128481, + "Ġthức": 128482, + "Ġפ×Ļ": 128483, + "ĠÄijiá»ĩn": 128484, + "ãģªãģĭãģ£ãģŁ": 128485, + "Ġgiải": 128486, + "Ġvẫn": 128487, + "ĠиÑħ": 128488, + "Ġönce": 128489, + "ĠváºŃy": 128490, + "Ġmuá»ijn": 128491, + "Ġảnh": 128492, + "à¹ĥà¸Ļà¸ģาร": 128493, + "ĠQuá»ijc": 128494, + "Ġkế": 128495, + "׳×IJ": 128496, + "Ġס×Ļ": 128497, + "Ġyêu": 128498, + "ãģ®ãģĭ": 128499, + "ĠÄijẹ": 128500, + "ĠÄijẹp": 128501, + "Ġchức": 128502, + "Ġyıl": 128503, + "ĠTürkiye": 128504, + "dé": 128505, + "ĠÙĤاÙĦ": 128506, + "Ġdá»ĭch": 128507, + "ĠolduÄŁu": 128508, + "Ġchá»įn": 128509, + "ĠتÙħ": 128510, + "หà¸Ļึà¹Īà¸ĩ": 128511, + "ãģķãĤĮãģŁ": 128512, + "Ġpháp": 128513, + "ìĽĶ": 128514, + "Ġtiá»ģn": 128515, + "ãģĹãģ¾ãģĹãģŁ": 128516, + "Ġש׾×IJ": 128517, + "ÙĦØ©": 128518, + "Ġ׾פ׳×Ļ": 128519, + "Ġ×ij×Ļת": 128520, + "ĠHÃł": 128521, + "ĠØŃت": 128522, + "ĠØŃتÙī": 128523, + "Ġ×¢×ķ×ĵ": 128524, + "Ġnó": 128525, + "Ġtháng": 128526, + "à¹Ģลืà¸Ńà¸ģ": 128527, + "ר×Ķ": 128528, + "ĠtÄĥng": 128529, + "Ġcái": 128530, + "Ġtriá»ĥn": 128531, + "Ġ×IJ×ķת×ķ": 128532, + "ìłģìĿ¸": 128533, + "ĠCông": 128534, + "Ġ׾×Ķ×Ļ×ķת": 128535, + "Ġгода": 128536, + "иÑİ": 128537, + "Ġبعض": 128538, + "Ġà¸ģาร": 128539, + "èī¯ãģĦ": 128540, + "ÙĪت": 128541, + "Ġliên": 128542, + "ĠÐĿо": 128543, + "ĠÐĿе": 128544, + "çļĦãģª": 128545, + "ĠÙħت": 128546, + "ĠÑĤакже": 128547, + "ĠкоÑĤоÑĢÑĭе": 128548, + "Ġ×Ļ×ĵ×Ļ": 128549, + "Ġtrá»įng": 128550, + "ãĤµãĤ¤ãĥĪ": 128551, + "ìłģìľ¼ë¡ľ": 128552, + "ĠtáºŃp": 128553, + "Ġש׾×Ļ": 128554, + "íķĺê²Į": 128555, + "ĠtÃłi": 128556, + "ĠЯ": 128557, + "Ġrá»ĵi": 128558, + "اÙĥ": 128559, + "ĠthÆ°Æ¡ng": 128560, + "Ġ×Ķ×ĸ×Ķ": 128561, + "ĠÙĪÙħÙĨ": 128562, + "à¸Ĺีà¹Īมี": 128563, + "Ġcuá»Ļc": 128564, + "Ġbüyük": 128565, + "ãģ¨ãģĭ": 128566, + "Ġ×ij×Ļ×ķתר": 128567, + "Ġlần": 128568, + "Ġgöre": 128569, + "Ġtrợ": 128570, + "Ġ×ĺ×ķ×ij": 128571, + "ÑĤÑĮÑģÑı": 128572, + "Ġthá»ijng": 128573, + "Ġ׼ש": 128574, + "Ġtiêu": 128575, + "Ġ×ŀ×IJ×ķ×ĵ": 128576, + "ØĽ": 128577, + "kÄħ": 128578, + "Ġà¹ĥà¸Ļ": 128579, + "Ġvấn": 128580, + "Ġש׾×ķ": 128581, + "ĠÄijá»ģu": 128582, + "Ùģت": 128583, + "Ġê²ĥìĿ´": 128584, + "Ġhóa": 128585, + "ĠاÙĦعاÙħ": 128586, + "ĠÙĬÙĪÙħ": 128587, + "кой": 128588, + "Ġbiá»ĩt": 128589, + "ÑģÑĤо": 128590, + "Ġ×Ķ×Ļ×ķ": 128591, + "à¸Ĺีà¹Īà¸Īะ": 128592, + "Ġ×ĵ×Ļ": 128593, + "Ġ×IJ×ļ": 128594, + "Ġán": 128595, + "صÙĪر": 128596, + "ĠtrÃŃ": 128597, + "ĠÐŁÑĢо": 128598, + "Ġlá»±c": 128599, + "ãģĹãģ¦ãģĦãģ¾ãģĻ": 128600, + "ĠbÃłi": 128601, + "Ġ×ĸ×IJת": 128602, + "Ġbáo": 128603, + "à¸ļà¸Ļ": 128604, + "ĠëĮĢíķľ": 128605, + "Ġtiế": 128606, + "Ġtiếng": 128607, + "Ġbên": 128608, + "ãģķãĤĮãĤĭ": 128609, + "sión": 128610, + "Ġtìm": 128611, + "×¢×ķ": 128612, + "mé": 128613, + "ниÑı": 128614, + "ãģ»ãģ©": 128615, + "Ġà¹Ģà¸ŀราะ": 128616, + "بة": 128617, + "Ġë¶Ħ": 128618, + "Ġ×IJ×ĸ": 128619, + "à¸Ĺà¹Īาà¸Ļ": 128620, + "ת×Ŀ": 128621, + "Ġthêm": 128622, + "Ġhoạt": 128623, + "yı": 128624, + "×ĸ×ķ": 128625, + "Ġgiá»Ŀ": 128626, + "Ġbán": 128627, + "à¸Ĥาย": 128628, + "Ñĩа": 128629, + "Ġà¹Ĩ": 128630, + "ĠاÙĦÙħت": 128631, + "ĠоÑĩенÑĮ": 128632, + "Ġbất": 128633, + "Ġtrẻ": 128634, + "ÑĤÑĢ": 128635, + "ĠØ£ÙĨÙĩ": 128636, + "ĠØ«Ùħ": 128637, + "Ġ׼×ŀ×Ķ": 128638, + "Ġkhó": 128639, + "Ġrằng": 128640, + "ĠÙĪÙģÙĬ": 128641, + "ний": 128642, + "ĠhoÃłn": 128643, + "tó": 128644, + "Ġ×IJשר": 128645, + "ĠìĥĿê°ģ": 128646, + "Ñģа": 128647, + "Ġ׼×ijר": 128648, + "ĠÑįÑĤом": 128649, + "larının": 128650, + "ĠchÆ°a": 128651, + "зи": 128652, + "Ġdẫn": 128653, + "ĠÐļак": 128654, + "جÙĪ": 128655, + "ĠбÑĭло": 128656, + "ĠÙĬت": 128657, + "nı": 128658, + "ÅĤam": 128659, + "ĠÙĪÙĩÙĪ": 128660, + "×ij×ķ": 128661, + "пи": 128662, + "רת": 128663, + "Ġquá»ijc": 128664, + "жд": 128665, + "ĠÄijÆ¡n": 128666, + "Ùĥتب": 128667, + "Ġmắt": 128668, + "ระà¸ļ": 128669, + "ระà¸ļà¸ļ": 128670, + "ĠÙĥاÙĨت": 128671, + "Ġthân": 128672, + "สิà¸Ļà¸Ħà¹īา": 128673, + "×Ĵ×Ļ": 128674, + "ĠphÆ°Æ¡ng": 128675, + "à¹Ħมà¹Īà¹Ħà¸Ķà¹ī": 128676, + "ĠìĦ±": 128677, + "ĠCác": 128678, + "Ġ×Ķ×ŀ×ķ": 128679, + "ĠÑĤем": 128680, + "Ġ×ĵ×ķ": 128681, + "à¸Ńะà¹Ħร": 128682, + "ĠvÄĥn": 128683, + "ãģªãģ®ãģ§": 128684, + "ĠNá»Ļi": 128685, + "Ġ×¢×ķ": 128686, + "ãĤīãĤĮãĤĭ": 128687, + "Ġsáng": 128688, + "Ġgöster": 128689, + "ãģĵãģ¨ãĤĴ": 128690, + "Ġtarafından": 128691, + "Ġма": 128692, + "ĠпоÑģле": 128693, + "Ġ׳×Ļת": 128694, + "Ġ׳×Ļ×ª×Ł": 128695, + "ĠлеÑĤ": 128696, + "Ġ׾׳×ķ": 128697, + "ÑģÑģ": 128698, + "Ġ×Ļ×ķ": 128699, + "пе": 128700, + "ĠÙĪÙĦÙĥ": 128701, + "ĠÙĪÙĦÙĥÙĨ": 128702, + "ĠngoÃłi": 128703, + "ĠÄijá»ĭa": 128704, + "rzÄħd": 128705, + "dziaÅĤ": 128706, + "ĠÙħر": 128707, + "иÑĤÑĮÑģÑı": 128708, + "Ġ×IJ×Ĺר×Ļ": 128709, + "Ġ׾׼׾": 128710, + "à¸Ĥà¹īà¸Ńม": 128711, + "à¸Ĥà¹īà¸Ńมูล": 128712, + "Ġбол": 128713, + "Ġболее": 128714, + "جÙħع": 128715, + "леÑĤ": 128716, + "Ġlá»ĭch": 128717, + "ĠÙħØ«ÙĦ": 128718, + "Ġê·¸ë¦¬ê³ł": 128719, + "Ġthứ": 128720, + "ĠdeÄŁil": 128721, + "ÙĪØŃ": 128722, + "Ġש׾×ļ": 128723, + "ĠÙħØŃÙħد": 128724, + "Ġnếu": 128725, + "ĠÄijá»ķi": 128726, + "Ġvừa": 128727, + "Ġmá»įi": 128728, + "Ġони": 128729, + "Ġlúc": 128730, + 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"ãģ«ãģªãģ£ãģ¦": 128782, + "па": 128783, + "Ġquyết": 128784, + "ÙĦÙĤ": 128785, + "tá": 128786, + "Ġluôn": 128787, + "ĠÄijặc": 128788, + "Ġ×IJר": 128789, + "Ġtuá»ķi": 128790, + "são": 128791, + "ìĻ¸": 128792, + "رد": 128793, + "ĠبÙĩا": 128794, + "Ġ×Ķ×Ļ×ķ×Ŀ": 128795, + "×ķ×ķ×Ļ": 128796, + "ãģ§ãģĻãģŃ": 128797, + "ĠÑĤого": 128798, + "Ġthủ": 128799, + "ãģĹãģŁãģĦ": 128800, + "رÙĤ": 128801, + "Ġbắt": 128802, + "гÑĥ": 128803, + "Ġtá»Ń": 128804, + "ÑĪа": 128805, + "Ġà¸Ľà¸µ": 128806, + "Ġ×Ķ×IJ×Ŀ": 128807, + "íı¬": 128808, + "ża": 128809, + "Ġ×IJת×Ķ": 128810, + "Ġná»Ļi": 128811, + "ĠphÃŃ": 128812, + "ĠÅŁekilde": 128813, + "Ġlá»Ŀi": 128814, + "dıģı": 128815, + "Ġ׼×IJף": 128816, + "Ġtüm": 128817, + "Ġmạnh": 128818, + "ĠMỹ": 128819, + "ãģĿãĤĵãģª": 128820, + "Ġnhá»ı": 128821, + "ãģªãģĮãĤī": 128822, + "Ġbình": 128823, + "ıp": 128824, + "à¸ŀา": 128825, + "ĠÄijánh": 128826, + "ĠÙĪÙĦ": 128827, + "ר×ķת": 128828, + "Ġ×IJ×Ļ×ļ": 128829, + "Ġchuyá»ĥn": 128830, + "Ùĥا": 128831, + "ãĤĮãĤĭ": 128832, + "à¹ģมà¹Ī": 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138305, + "dıģınız": 138306, + "ĠÐIJв": 138307, + "ĠÐIJвÑĤоÑĢ": 138308, + "ï¼®": 138309, + "ĠCần": 138310, + "ĠاÙĦاخ": 138311, + "ĠاÙĦاخبار": 138312, + "Ġê±°ìĿĺ": 138313, + "Ġatenção": 138314, + "ĠgeldiÄŁi": 138315, + "ãĤªãĤ¹": 138316, + "ãĤªãĤ¹ãĤ¹": 138317, + "ãĤªãĤ¹ãĤ¹ãĥ¡": 138318, + "евÑĭе": 138319, + "кÑĢÑĭл": 138320, + "à¹Ģà¸Ĭียà¸ĩ": 138321, + "à¹Ģà¸Ĭียà¸ĩà¹ĥหมà¹Ī": 138322, + "Ġmarço": 138323, + "ĠاÙĦÙħادة": 138324, + "Ġгол": 138325, + "Ġsprzedaży": 138326, + "Ġíķ´ê²°": 138327, + "ĠÐķго": 138328, + "ê¹Ģ": 138329, + "Ġ׾ק×ij×ľ×ª": 138330, + "ĠاÙĦÙģÙĨاÙĨ": 138331, + "Ġcomunicación": 138332, + "à¹Ģสà¹īà¸Ļà¸Ĺาà¸ĩ": 138333, + "íĺ¹": 138334, + "à¸Ĭำ": 138335, + "à¸Ĭำระ": 138336, + "Ġ׼×IJ×ŀ": 138337, + "Ġ׼×IJ×ŀ×ķר": 138338, + "à¸Ĭà¹Īาà¸ĩ": 138339, + "زÙĩر": 138340, + "Ġklientów": 138341, + "иваÑİÑĤ": 138342, + "анг": 138343, + "׳×ļ": 138344, + "Ġgá»įn": 138345, + "ÃľR": 138346, + "ìĺģìĥģ": 138347, + "Ġغزة": 138348, + "ìĿĮìĿĦ": 138349, + "Ġbezpo": 138350, + "ĠbezpoÅĽ": 138351, + 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"ãĥĮ": 138398, + "ฮà¸Ń": 138399, + "Ø£ÙĨØ´": 138400, + "Ø£ÙĨشطة": 138401, + "ĠاÙĦÙħسÙĬ": 138402, + "ĠاÙĦÙħسÙĬØŃ": 138403, + "ลัà¸ģษà¸ĵà¹Į": 138404, + "Ġná»Ńa": 138405, + "à¸Ĺีà¹Īà¸ķà¹īà¸Ńà¸ĩà¸ģาร": 138406, + "ÑĪек": 138407, + "лÑij": 138408, + "Ġש×Ļ×Ķ": 138409, + "Ġש×Ļ×Ķ×Ļ×Ķ": 138410, + "Ġkhuôn": 138411, + "ĠÑĤÑĢебованиÑı": 138412, + "Ġ×ľ×¢×ĸ×ķר": 138413, + "ĠاÙĦعÙħر": 138414, + "ราà¸Ħาà¸ĸูà¸ģ": 138415, + "ÙĩÙıÙħÙĴ": 138416, + "üst": 138417, + "üstü": 138418, + "Ġденег": 138419, + "Ġnạ": 138420, + "à¸Ĥà¸Ļม": 138421, + "Ġблаг": 138422, + "Ġблагод": 138423, + "ĠблагодаÑĢ": 138424, + "ĠблагодаÑĢÑı": 138425, + "إسÙĦاÙħ": 138426, + "à¸Ļิว": 138427, + "çŁ¥ãĤīãģªãģĦ": 138428, + "Ø«ÙĤØ©": 138429, + "ĠголоÑģ": 138430, + "×IJ×ķר×Ĺ": 138431, + "Ġtrứng": 138432, + "Ġодном": 138433, + "ĠkoÅĦcu": 138434, + "Ġ×ķרק": 138435, + "WiÄĻ": 138436, + "WiÄĻcej": 138437, + "Ġ×IJ×Ļ׼×ķת": 138438, + "Ġ×IJ×Ļ׼×ķת×Ļ": 138439, + "ÑģоÑģ": 138440, + "Ġjeżeli": 138441, + "以ä¸ĭãģ®": 138442, + "å°ıãģķ": 138443, + 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"รà¹Īวมà¸ģัà¸Ļ": 138490, + "×Ĺ×ŀ": 138491, + "×Ĺ×ŀ×Ļש×Ļ": 138492, + "ס×Ļס": 138493, + "åĨħãģ§": 138494, + "ĠsobÄħ": 138495, + "ĠYay": 138496, + "ĠYayın": 138497, + "ãĥ¡ãĥĭãĥ¥ãĥ¼": 138498, + "ĠпÑĢедоÑģÑĤавлÑı": 138499, + "ãģłãģ¨æĢĿãģĨ": 138500, + "Ġê³łê°Ŀ": 138501, + "Ġодним": 138502, + "à¹ĥà¸Ļà¹Ģรืà¹Īà¸Ńà¸ĩ": 138503, + "Ġsá»ķ": 138504, + "ĠÐĹдеÑģÑĮ": 138505, + "ĠизменениÑı": 138506, + "ĠìĿ¼ìĿĦ": 138507, + "ãģªãģ®ãģł": 138508, + "кладÑĭва": 138509, + "ÑĢма": 138510, + "Ġ×ķ×ij׼׾": 138511, + "تأÙħÙĬÙĨ": 138512, + "ĠпÑĢиÑıÑĤ": 138513, + "ĠпÑĢиÑıÑĤн": 138514, + "ÙħÙħار": 138515, + "ÙħÙħارسة": 138516, + "ãģ¨ãģªãģ£ãģ¦": 138517, + "ĠجÙħÙĬÙĦ": 138518, + "Ġì§Ī": 138519, + "Ġì§Ī문": 138520, + "Ġquestão": 138521, + "ié": 138522, + "iéndo": 138523, + "หà¹īà¸Ńà¸ĩà¸ŀัà¸ģ": 138524, + "ãĥijãĥ¼ãĥĪ": 138525, + "ÑĤвеÑĢжда": 138526, + "нÑģкой": 138527, + "зал": 138528, + "มุà¹Īà¸ĩ": 138529, + "á»Ĭ": 138530, + "Ġ×Ķ×IJ×Ĺר×ķ׳×Ķ": 138531, + "ĠThÆ°": 138532, + "주민": 138533, + "ĠاÙĦعب": 138534, + "évén": 138535, + "événement": 138536, + "ÙĤÙĪاعد": 138537, + "دÙı": 138538, + "ĠìķĬìĬµëĭĪëĭ¤": 138539, + "Ġ보기": 138540, + "Ġyapılması": 138541, + "à¹Ģราà¸ģ": 138542, + "à¹Ģราà¸ģà¹ĩ": 138543, + "ØŃذر": 138544, + "ÙĤصر": 138545, + "ãģ¦ãģĹãģ¾ãģĦãģ¾ãģĹãģŁ": 138546, + "Ġà¹Ģà¸Ľà¹ĩà¸Ļà¸ķà¹īà¸Ļ": 138547, + "ãģ¨ãģ«": 138548, + "ãģ¨ãģ«ãģĭ": 138549, + "ãģ¨ãģ«ãģĭãģı": 138550, + "нÑĨе": 138551, + "звÑĥк": 138552, + "ãģĹãĤĪãģĨãģ¨": 138553, + "ĠاÙĦصØŃÙĬØ©": 138554, + "Ġש×Ķ×Ļ×ķ": 138555, + "ĠDiÄŁer": 138556, + "ÙĤÙĦÙĤ": 138557, + "ãĤ¸ãĥ£ãĥ³": 138558, + "Ġrá»Ŀi": 138559, + "ĠлеÑĩ": 138560, + "ĠлеÑĩениÑı": 138561, + "تباد": 138562, + "تبادÙĦ": 138563, + "צפ×Ķ": 138564, + "à¸Ħวามà¹Ģหà¹ĩà¸Ļ": 138565, + "Ġشب": 138566, + "ĠشبÙĥØ©": 138567, + "ר×Ļק": 138568, + "Ùħعد": 138569, + "Ùħعدات": 138570, + "dıģında": 138571, + "Ġ×ijש׳×Ļ×Ŀ": 138572, + "Ġ×Ķ×Ļשר×IJ׾": 138573, + "Ġ×Ķ×Ļשר×IJ׾×Ļת": 138574, + "Ġsınav": 138575, + "׳צ×Ļ×Ĵ": 138576, + "วัà¸ķà¸ĸุ": 138577, + "ĠاÙĦبرÙĦÙħ": 138578, + "ĠاÙĦبرÙĦÙħاÙĨ": 138579, + "tivitÃł": 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"สมาà¸Ħม": 141895, + "á»Ĥ": 141896, + "ĠÐľÐ¾Ñģков": 141897, + "ĠÐľÐ¾ÑģковÑģк": 141898, + "×ŀס×ķ×Ĵ׾": 141899, + "ãģĭãģĭãĤĬ": 141900, + "ĠTruyá»ģn": 141901, + "à¹ģà¸Ĥà¹ĩà¸ĩà¹ģรà¸ĩ": 141902, + "×ŀ×Ĺ×ĸ×Ļק": 141903, + "à¹Ĥà¸ģà¹ī": 141904, + "ÙĬسر": 141905, + "ìĶ©": 141906, + "×IJ×ķק": 141907, + "×IJ×ķק×ĺ": 141908, + "×IJ×ķק×ĺ×ķ×ijר": 141909, + "Ġproximité": 141910, + "ÙħÙĨÙĩج": 141911, + "ĠاÙĦجز": 141912, + "ĠاÙĦجزائ": 141913, + "ĠاÙĦجزائرÙĬ": 141914, + "ĠÄIJiá»ĥm": 141915, + "Ġденеж": 141916, + "Ġденежн": 141917, + "ÙģØŃص": 141918, + "Ùģئ": 141919, + "ĠÐijÑĥд": 141920, + "×Ĵ×Ļ×ĵ×ķ׾": 141921, + "ĠÐĴедÑĮ": 141922, + "عÙĦاÙħØ©": 141923, + "Ġ×IJ×Ĺר×ķ׳×ķת": 141924, + "ãģĦãģŁãģłãģĦãģ¦": 141925, + "سÙĦØŃ": 141926, + "ØŃÙĦÙħ": 141927, + "زÙĪار": 141928, + "Ùĥسر": 141929, + "×ĺקס": 141930, + "Ġбан": 141931, + "Ġбанков": 141932, + "ĠпÑĢож": 141933, + "ĠпÑĢожива": 141934, + "liwo": 141935, + "liwoÅĽci": 141936, + "ĠTiếp": 141937, + "ĠاÙĦÙħÙĨاسب": 141938, + "ĠاÙĦØ®ÙĬار": 141939, + "ãģĬãģĭ": 141940, + "ãģĬãģĭãģĴ": 141941, + "à¸Ķà¸Ńà¸ģà¹Ħมà¹ī": 141942, + "ämp": 141943, + "ämpfe": 141944, + "à¸ķัà¹īà¸ĩà¹ĥà¸Ī": 141945, + "ĠзаÑīиÑĤ": 141946, + "ĠзаÑīиÑĤÑĭ": 141947, + "ĠThÆ°á»Ŀng": 141948, + "ĠصÙģ": 141949, + "ĠصÙģØŃØ©": 141950, + "×Ĺ×ķרף": 141951, + "ãĥIJãĥĥãĤ°": 141952, + "Ġ×ĵ×Ļ×Ĵ": 141953, + "Ġ×ĵ×Ļ×Ĵ×Ļ×ĺ": 141954, + "Ġ×ĵ×Ļ×Ĵ×Ļ×ĺ׾×Ļ": 141955, + "Ġ×Ķ×Ĺ×ķ׾×Ļ×Ŀ": 141956, + "веÑī": 141957, + "веÑīа": 141958, + "ĠкÑĥлÑĮÑĤ": 141959, + "ĠкÑĥлÑĮÑĤÑĥ": 141960, + "ĠкÑĥлÑĮÑĤÑĥÑĢÑĭ": 141961, + "ĠاÙĦاÙĨترÙĨت": 141962, + "Ġhöch": 141963, + "Ġhöchst": 141964, + "Ġíĺķ": 141965, + "Ġíĺķíĥľ": 141966, + "Ġвой": 141967, + "ĠвойнÑĭ": 141968, + "ÐĽÐŀ": 141969, + "ìĭłìļ©": 141970, + "Ġ×ŀ×ij×ķס": 141971, + "Ġ×ŀ×ij×ķסס": 141972, + "×ŀ׳×Ļ×¢": 141973, + "Ġfiyatı": 141974, + "ĠÑģлÑĥж": 141975, + "ĠÑģлÑĥжбÑĭ": 141976, + "à¸Ĺัศ": 141977, + "à¸Ĺัศà¸Ļ": 141978, + "ãģĵãģ¨ãģĮå¤ļãģĦ": 141979, + "Ġ×Ķ×ŀשת": 141980, + "Ġ×Ķ×ŀשת×ŀש": 141981, + "å¯ĦãģĽ": 141982, + "×ŀש׾×ķ×Ĺ": 141983, + "æĻĤçĤ¹": 141984, + "æĻĤçĤ¹ãģ§": 141985, + "à¸ŀรี": 141986, + "à¸ŀรีà¹Ģมีย": 141987, + "à¸ŀรีà¹Ģมียรà¹Į": 141988, + "à¸ŀรีà¹Ģมียรà¹Įลีà¸ģ": 141989, + "Ġdifficolt": 141990, + "ĠdifficoltÃł": 141991, + "ãĥ¬ãĤ¹ãĥĪ": 141992, + "ãĥ¬ãĤ¹ãĥĪãĥ©ãĥ³": 141993, + "สมà¹Ģà¸Ķà¹ĩ": 141994, + "สมà¹Ģà¸Ķà¹ĩà¸Ī": 141995, + "Ġжид": 141996, + "Ġжидк": 141997, + "ĠzupeÅĤ": 141998, + "ĠzupeÅĤnie": 141999, + "ĠÙħجر": 142000, + "ĠÙħجرد": 142001, + "ãģĮå§ĭ": 142002, + "ãģĮå§ĭãģ¾": 142003, + "ãĤŃãĥ£ãĥ©": 142004, + "Ġ×IJ×ķ×ķ×Ļר": 142005, + "ãģĬäºĴ": 142006, + "ãģĬäºĴãģĦ": 142007, + "ĠpotrÃł": 142008, + "ĠPaÅĦst": 142009, + "ĠPaÅĦstwo": 142010, + "ĠبÙĬاÙĨ": 142011, + "ĠبÙĬاÙĨات": 142012, + "Ġиногда": 142013, + "ĠÑĢа": 142014, + "ĠÑĢаÑģÑĤв": 142015, + "ĠÑĢаÑģÑĤвоÑĢ": 142016, + "Ġ×ĸ×ŀ׳": 142017, + "ยิà¹īม": 142018, + "ÄĨ": 142019, + "ãģ¾ãģķ": 142020, + "ãģ¾ãģķãģ«": 142021, + "ãĥķãĤ¡ãĤ¤ãĥ«": 142022, + "ĠgördÃ¼ÄŁÃ¼": 142023, + "สà¸ĩà¸Ħร": 142024, + "สà¸ĩà¸Ħราม": 142025, + "ĠArkadaÅŁ": 142026, + "ĠrozwiÄħzania": 142027, + "×ŀ×ķ×ĺ": 142028, + "piÄĻ": 142029, + "piÄĻt": 142030, + "صغر": 142031, + "สย": 142032, + "สยาม": 142033, + "ãĤĨãģ£ãģıãĤĬ": 142034, + "Ġtrần": 142035, + "ĠeconomÃŃa": 142036, + "Ġgehören": 142037, + "ãĤ·ãĥ§ãĥ¼": 142038, + "ĠsÅĤucha": 142039, + "à¸ŀà¸Ńà¹ĥà¸Ī": 142040, + "ĠоÑĤмеÑĤил": 142041, + "ÙĨتÙĤÙĦ": 142042, + "Ġpropósito": 142043, + "ĠваÑĪего": 142044, + "Ġnhắn": 142045, + "à¹ģà¸ĸว": 142046, + "ĠкомиÑģ": 142047, + "ĠкомиÑģÑģи": 142048, + "ważnie": 142049, + "ĠyavaÅŁ": 142050, + "×ŀ×Ļק": 142051, + "×ŀ×Ļק×ķ×Ŀ": 142052, + "ש×IJ×ľ×ª": 142053, + "Ġyıllarda": 142054, + "ĠЮ": 142055, + "ĠЮÑĢ": 142056, + "×ł×¡×Ļ×ij×ķת": 142057, + "תצ": 142058, + "תצ×ķ×Ĵ": 142059, + "ĠоднÑĥ": 142060, + "Ġà¸Ńยà¹Īาà¸ĩà¹Ħร": 142061, + "Ġà¸Ńยà¹Īาà¸ĩà¹Ħรà¸ģà¹ĩà¸ķาม": 142062, + "ëģ¼": 142063, + "à¹Ħลà¹Ī": 142064, + "تسÙĦÙĬÙħ": 142065, + "بÙĦاغ": 142066, + "Ġìī": 142067, + "Ġìī½": 142068, + "Ġìī½ê²Į": 142069, + "ãĥļãĥ³": 142070, + "звÑĥÑĩ": 142071, + "ĠWäh": 142072, + "ĠWährend": 142073, + "Ġ×Ļ×Ļת": 142074, + "Ġ×Ļ×Ļ×ª×Ľ×Ł": 142075, + "Ġkhuyên": 142076, + "Ġvẽ": 142077, + "ĠамеÑĢ": 142078, + "ĠамеÑĢик": 142079, + "ĠамеÑĢикан": 142080, + "ĠамеÑĢиканÑģк": 142081, + "عجب": 142082, + "ãĥĽãĥ¼ãĥłãĥļãĥ¼ãĤ¸": 142083, + "ĠникÑĤо": 142084, + "ĠÙĤÙİ": 142085, + "ĠÙĤÙİاÙĦ": 142086, + "ĠÙĤÙİاÙĦÙİ": 142087, + "ÐIJÐĹ": 142088, + "ÙħجÙħÙĪع": 142089, + "ÙħجÙħÙĪعات": 142090, + "ĠnecessitÃł": 142091, + "Ġpobli": 142092, + "Ġpobliżu": 142093, + "Ġphấn": 142094, + "ĠСообÑī": 142095, + "ÙħÙĤاط": 142096, + "ÙħÙĤاطع": 142097, + "Ġ×Ķצ×ķר×ļ": 142098, + "laÅŁtırma": 142099, + "วิà¸Ķ": 142100, + "วิà¸Ķี": 142101, + "วิà¸Ķีà¹Ĥà¸Ń": 142102, + "Ġ그리ìĬ¤": 142103, + "Ġ그리ìĬ¤ëıĦ": 142104, + "ãĤ¿ãĤ¤ãĥŁ": 142105, + "ãĤ¿ãĤ¤ãĥŁãĥ³ãĤ°": 142106, + "ק×ĺ×Ĵ×ķר": 142107, + "ק×ĺ×Ĵ×ķר×Ļ×Ķ": 142108, + "Ġ×Ĺ×ķפ": 142109, + "Ġ×Ĺ×ķפש×Ļ": 142110, + "أجر": 142111, + "Ġимени": 142112, + "ĠÑĢанее": 142113, + "à¹Ģà¸ŀืà¹Īà¸Ńà¸Ļà¹Ĩ": 142114, + "ĠJesús": 142115, + "Ñģоедин": 142116, + "Ñģоединен": 142117, + "Ġר×Ĺ×ķק": 142118, + "à¹Ĥà¸ļรา": 142119, + "à¹Ĥà¸ļราà¸ĵ": 142120, + "ĠHÆ¡n": 142121, + "ĠtháºŃp": 142122, + "تعÙĬÙĬÙĨ": 142123, + "ĠtartÄ±ÅŁ": 142124, + "ĠtartÄ±ÅŁma": 142125, + "ĠGespr": 142126, + "ĠGespräch": 142127, + "תר×ķפ": 142128, + "תר×ķפ×ķת": 142129, + "Ġcatégorie": 142130, + "ĠоказÑĭва": 142131, + "ĠналиÑĩие": 142132, + "Ġprésenté": 142133, + "Ġkull": 142134, + "Ġkulland": 142135, + "Ġkullandı": 142136, + "Ġünl": 142137, + "Ġünlü": 142138, + "ĠÙģÙĥرة": 142139, + "изаÑĤоÑĢ": 142140, + "×IJ×ķ׳": 142141, + "×IJ×ķ׳×Ļ×ij": 142142, + "×IJ×ķ׳×Ļ×ijרס": 142143, + "×IJ×ķ׳×Ļ×ijרס×Ļ×ĺת": 142144, + "ĠÑĢаÑģÑģмаÑĤ": 142145, + "ĠÑĢаÑģÑģмаÑĤÑĢ": 142146, + "ĠÑĢаÑģÑģмаÑĤÑĢива": 142147, + "تÙĥÙĦÙħ": 142148, + "ÙĥترÙĪ": 142149, + "ÙĥترÙĪÙĨÙĬ": 142150, + "ĠÑģоÑĩеÑĤ": 142151, + "ĠÑģоÑĩеÑĤа": 142152, + "ãĤĴè¦ĭãģĽ": 142153, + "Ġngừa": 142154, + "ĠÐłÐµÑģп": 142155, + "ĠÐłÐµÑģпÑĥб": 142156, + "ĠÐłÐµÑģпÑĥблик": 142157, + "ãĤ¦ãĤ©": 142158, + "ãĤ¦ãĤ©ãĥ¼": 142159, + "ĠÐľÐµÐ¶Ð´Ñĥ": 142160, + "ĠìŀĪê²Į": 142161, + "Ġmâ": 142162, + "ĠìļĶì²Ń": 142163, + "ضار": 142164, + "ลุà¹īà¸Ļ": 142165, + "ëĮĢíķĻêµIJ": 142166, + "×ĸ×Ļ׼": 142167, + "×ĸ×Ļ׼ר×ķף": 142168, + "ãĤ¹ãĥļ": 142169, + "ãĤ¹ãĥļãĥ¼ãĤ¹": 142170, + "ĠкÑĢаÑģоÑĤ": 142171, + "Ｈ": 142172, + "ê¼Ń": 142173, + "ãĤĴéĽĨ": 142174, + "ãĤĴéĽĨãĤģ": 142175, + "ë°Ŀ": 142176, + "Ġ×Ķ׳×IJ": 142177, + "Ġ×Ķ׳×IJש×Ŀ": 142178, + "Ġê°Ģìļ´": 142179, + "Ġê°Ģìļ´ëį°": 142180, + "تÙĥÙĦÙģØ©": 142181, + "ĠØŃÙĤÙĬÙĤÙĬ": 142182, + "Ġhalk": 142183, + "Ġhalkın": 142184, + "ÑİÑīÑĥÑİ": 142185, + "ĠÑģпин": 142186, + "סר×ĺף": 142187, + "ĠпеÑĢвого": 142188, + "Ġполож": 142189, + "ĠположиÑĤелÑĮн": 142190, + "Ġдл": 142191, + "ĠдлиÑĤелÑĮн": 142192, + "ĠVÄ©nh": 142193, + "ê´´": 142194, + "ĠÑģÑĭÑĢ": 142195, + "ĠíĨµíķĺìŬ": 142196, + "ë³ijìĽIJ": 142197, + "à¹Ĥรà¸ĩà¸ĩาà¸Ļ": 142198, + "รัà¸ļà¸ľà¸´à¸Ķ": 142199, + "รัà¸ļà¸ľà¸´à¸Ķà¸Ĭà¸Ńà¸ļ": 142200, + "تجÙĨب": 142201, + "sÅĤ": 142202, + "sÅĤuch": 142203, + "ãĤ¢ãĥ«ãĥIJ": 142204, + "ãĤ¢ãĥ«ãĥIJãĥł": 142205, + "ëī´ìĬ¤": 142206, + "Ġpatië": 142207, + "Ġpatiënt": 142208, + "Ġìĺ¤í": 142209, + "Ġìĺ¤íŀ": 142210, + 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P", + "ut e", + "Ġas s", + "I nt", + "as k", + "lo c", + "Ġli ke", + "od y", + "Ġle t", + "lo ad", + "Ġa m", + "ro l", + "Ġg r", + "y p", + "Ġal so", + "ĠI t", + "ur l", + "if ic", + "or s", + "_ P", + "_ n", + "ig h", + "Ġth an", + "C om", + "A N", + "U L", + "at ing", + "ĠTh is", + "re f", + "_ S", + "Ġst atic", + "ro ll", + "Ġj ust", + "Ġres ult", + "i an", + "id th", + "Ġthe m", + ") );Ċ", + "d er", + "re ak", + "C on", + ": //", + "u le", + ".. .", + "ar ch", + "em ent", + "Ġ< <", + "us h", + "en se", + "ar r", + "Ġint o", + "c ess", + "am p", + "i ed", + "um ent", + "Ġ \\", + "] ,", + "w o", + "al s", + "Ġwh at", + "an c", + "V alue", + "= '", + "ol um", + "Ġp os", + "ag es", + "ay er", + "Ġs c", + "u es", + "\" )Ċ", + "_ T", + "Ġl ist", + "( s", + "Ġc ase", + "C h", + "ĉĉĉĉ ĉ", + "//// ////", + "pon ent", + "Ġ z", + "Ġk n", + "le t", + "D E", + "re d", + "Ġf e", + "Ġ} ,Ċ", + "Ġ ,", + "( t", + "Ġf irst", + "' );Ċ", + "w ord", + "Ġ import", + "Ġa ct", + "Ġch ar", + "C T", + "ĠT r", + "op le", + "= {", + "ĉ f", + "i ent", + "c ent", + ". j", + "le ction", + ") )Ċ", + "Ġon ly", + "Ġpr int", + "m er", + ". W", + "o ck", + "Ġ --", + "T ext", + "Ġo p", + "an k", + "Ġit s", + "Ġb ack", + "[ \"", + "Ġne ed", + "Ġc l", + "Ġs ub", + "Ġl a", + "( (", + ". \"", + "O bject", + "Ġst art", + "f ile", + "( self", + "n er", + "e y", + "Ġus er", + "Ġ ent", + "ĠC om", + "it s", + "ĠC on", + "ou ble", + "ow er", + "it em", + "ver y", + "ĠW e", + "lic k", + "Ġ Q", + "ph p", + "t tp", + "' :", + "ic s", + "Ġu nder", + "Ġ* Ċ", + ". L", + ") ;", + "ic es", + "Ġre g", + ") čĊ", + "ĉ public", + "S S", + "Ġth en", + "re at", + "i ous", + ". G", + "e k", + "ire ct", + "he ck", + "cri pt", + "n ing", + "ĠU n", + "Ġm ay", + "ĠW h", + "B o", + "I tem", + "str uct", + ". st", + "re am", + "ib le", + "lo at", + "Ġor g", + "u nd", + "s um", + "_ in", + ".. /", + "_ M", + "Ġh ow", + "r ite", + "' Ċ", + "T o", + "w w", + "Ġpe ople", + "ind ex", + ". n", + "ht tp", + "( m", + "ect or", + "Ġin d", + "Ġj av", + "] ,Ċ", + "ĠH e", + "_ st", + "f ul", + "o le", + ") {Ċ", + "Ġsh ould", + "op y", + "el p", + "i er", + "_ name", + "ers on", + "I ON", + "ot e", + "Ġt est", + "Ġb et", + "rr or", + "ul ar", + "ã Ģ", + "Ġ Ð", + "b s", + "t ing", + "Ġm ake", + "T r", + "Ġa fter", + "ar get", + "R O", + "olum n", + "r c", + "_ re", + "def ine", + "Ġr ight", + "r ight", + "d ay", + "Ġl ong", + "[ ]", + "( p", + "t d", + "con d", + "ĠP ro", + "Ġre m", + "ption s", + "v id", + ". g", + "Ġ ext", + "Ġ __", + "' )Ċ", + "p ace", + "m p", + "Ġm in", + "st ance", + "a ir", + "a ction", + "w h", + "t ype", + "ut il", + "a it", + "< ?", + "I C", + "t ext", + "Ġp h", + "Ġf l", + ". M", + "cc ess", + "b r", + "f ore", + "ers ion", + ") ,Ċ", + ". re", + "ate g", + "Ġl oc", + "in s", + "- s", + "tr ib", + "ĠI nt", + "Ġa rray", + ", \"", + "P ro", + "( c", + "ess ion", + "> ĊĊ", + "Ġs he", + "\" ]", + "ap h", + "Ġex p", + "ert y", + "ĠS e", + "Ġp ar", + "un c", + "E T", + "Ġre ad", + "pr int", + "Ġre l", + "Ġfor m", + "Ġd r", + "Ex ception", + "in put", + "Ġtr ans", + "#### ####", + "ord er", + "B y", + "Ġa w", + "it ies", + "u ff", + "pl ay", + ". add", + "ĠâĢ ĵ", + "Ġw ant", + "Ġcom p", + "ment s", + "Ġ| |", + "a z", + "b e", + "Ġn umber", + "Ġre quire", + "ĠE x", + "Ġc ol", + "Ġ key", + "em ber", + "Ġt wo", + "Ġs ize", + "Ġwh ere", + "U T", + "res ult", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "ou gh", + "or ld", + "o od", + "u ch", + "at ive", + "g er", + "are nt", + "Ġ/ *", + "Ġar g", + "Ġwh ile", + "( this", + "Ġre c", + "Ġd if", + "St ate", + "Ġs pec", + "r ide", + "_ F", + "Ġlo ok", + "A M", + "il ity", + "et er", + "âĢĻ t", + "ĊĊ Ċ", + "ay out", + "---------------- ----------------", + "ag er", + "Ġc ould", + "Ġb r", + "end s", + "u res", + "Ġkn ow", + "et s", + "ĠI f", + "ĠS h", + ". w", + "b ack", + "Ġs er", + "Ġ+ =", + "Ġf r", + "() );Ċ", + "Ġh and", + "I nd", + "UL L", + "I m", + "() ;ĊĊ", + "Ġm ost", + "Ġtr y", + "Ġn ow", + "rou gh", + "> čĊ", + "ack age", + "Ġh im", + ". _", + "if y", + "Ġb reak", + "Ġ );Ċ", + "re n", + "# define", + "it t", + "Ġa p", + "ĉ c", + "( n", + "ĠY ou", + ": ĊĊ", + "- m", + "Ġe very", + "ust om", + "li ent", + "oc ument", + "cri ption", + "E rror", + "- b", + "Ð ¾", + "] [", + "tr ans", + "Ġp oint", + "Ġst d", + "Ġf il", + "T ime", + "Ġm od", + "Ġ ->", + "Ġ error", + "a h", + "Ġt ext", + "roll er", + "lo se", + "q l", + "Ġp ol", + "> <", + ". B", + "- c", + "Ġop en", + "Ġe st", + "ĠĠĠĠĠĠĠĠ Ċ", + "Ġn ext", + "I M", + "Ñ Ĥ", + "O T", + "à ³", + "Ġf ollow", + "cont ent", + "ĠĠĠĠĠĠĠĠ ĠĠĠĠ", + "Ġin clud", + "H E", + "ĠR es", + "Ġh ref", + "Ð ¸", + "Ġc ar", + "yp es", + "im age", + "U n", + "Ġbo ol", + "A D", + "Ġg ame", + ".F orm", + "row s", + "* /", + "vel op", + ".D rawing", + "Ġp ath", + "is ion", + "Ġe ach", + "ĠP l", + "_t ype", + "P ath", + "ne ction", + "Ġa v", + "' ).", + "Ġsup port", + "EN T", + "re m", + "\" ).", + "Ġo wn", + "Ġc or", + "c ount", + "m iss", + "u ally", + "Ġm em", + "st d", + "i ence", + "se arch", + "\" ĊĊ", + "F orm", + "Ġs ex", + "en ame", + "Ġs ign", + "Ġ et", + "ĠĠĠĠĠĠĠĠ ĠĠ", + "', '", + "ĠA pp", + "Ġth ose", + "o ff", + "Ġ err", + "Ġs ystem", + "Ġbe st", + "c ode", + "Ġs ame", + "Ġd i", + "us s", + "Ġc reate", + "ath er", + "A rray", + ". in", + "f e", + "S ervice", + "U N", + "at s", + "Ġ Z", + "al th", + "Ġm ade", + "tr ue", + "A B", + "Ġm ark", + "r id", + "if ied", + ", čĊ", + "y n", + "p ress", + "Ġg roup", + "Ġf in", + "ĠL icense", + "F ield", + "eg er", + "Ġw orld", + "in ess", + "t y", + "Ġpro cess", + "( b", + "Ġc re", + "ar n", + "iv es", + "Ġm ain", + "ide o", + "_ g", + "A G", + "val id", + "im g", + "P I", + "Ġc olor", + "Ġre port", + "Ġt ake", + "ri b", + "O M", + "Ġd ay", + "Re quest", + "Ġs k", + "b ers", + "ĉ s", + ".A dd", + "o ot", + "Im age", + "Ġcom ple", + "ol lection", + "Ġto p", + "Ġf ree", + "A S", + "D e", + "ĠO n", + "I G", + "et a", + "D ate", + "Ġa ction", + "O ver", + "it or", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "n ot", + "Ġind ex", + "h er", + "ic on", + "O n", + ";čĊ čĊ", + "iv ity", + "m and", + ".W indows", + "O L", + "Ġre al", + "Ġm ax", + "l and", + ".. ..", + "r aph", + "Ġbu ild", + "le g", + "ass word", + "? ĊĊ", + "âĢ ¦", + "o ok", + "u ck", + "Ġm essage", + "t est", + "iv ers", + "Ġin put", + "Ġar t", + "Ġbet ween", + "G et", + "ent er", + "g round", + "en e", + "à ¡", + ".l ength", + "N ode", + "( i", + "C lass", + "f or", + "ĠâĢ Ķ", + "t en", + "o in", + "Ġ ke", + "u i", + "ĠI N", + "Ġt able", + "s ub", + "ĠL e", + "Ġhe ad", + "Ġm ust", + "//////// ////////", + ". util", + "Cont ext", + "Ġor der", + "Ġm ov", + "o ver", + "Ġcont in", + "Ġs ay", + "st atic", + ".T ext", + "Ġclass Name", + "pan y", + "Ġt er", + "he ad", + "r g", + "Ġpro duct", + "Th is", + ". âĢĿ", + "ĠB ut", + "lo y", + "Ġd ouble", + "s g", + "Ġpl ace", + ". x", + "m essage", + "Ġin formation", + "pr ivate", + "Ġo per", + "c ed", + "d b", + "\"> ", + "ater ial", + "ile d", + "Ġp ut", + "Q u", + "Ñ Ģ", + "un g", + "m ap", + "ĉĉĉĉ ĉĉĉĉ", + "Ġle vel", + "Com ponent", + "bo ok", + "cre en", + "_ RE", + "Ġcon fig", + "ã ģ", + "O r", + ". data", + "Ġd ocument", + "\", \"", + "trib ute", + "u x", + "L og", + "fer ence", + "p ost", + "_ e", + "Ġloc al", + "and om", + "ass ert", + "V al", + "lect ed", + "in a", + "atab ase", + "A dd", + "Ġcont ent", + ".p rint", + "s igned", + "r ic", + ".\" ĊĊ", + "Ġf a", + "! ĊĊ", + "- f", + "iv ed", + "Ġ quest", + ". ex", + "Ġf loat", + "Ġde velop", + "о Ð", + "M ap", + "ad ing", + "Ġpos s", + "U E", + "n amespace", + "_ O", + "ĉ b", + ".G et", + "> (", + "j son", + "etail s", + "Ġto o", + "Ġext ends", + "ĠN one", + "Ġf ore", + "( String", + "form at", + "Ġg reat", + "int er", + "ca le", + "Ñ ģ", + "r on", + "iv ing", + "E nt", + "enc y", + "x t", + "o y", + "Ġmon th", + "Ġh app", + "Ġsup er", + "b ar", + "def ault", + "_ de", + "ord s", + "l n", + "( {Ċ", + "ĠI nd", + "as es", + "Ġt itle", + "Ġcont ext", + "o h", + "- p", + "E m", + "Ġm et", + "T est", + "Ġl ife", + "_ v", + "ĠU S", + "U I", + "oc ation", + "m d", + "Ġ[ Ċ", + "Ġ ]", + "s w", + "Ġin cre", + "s cript", + "ent ial", + "w ays", + ". de", + "Ġs rc", + "Ġc atch", + "ĠA meric", + "// Ċ", + "ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ", + "Ġp ay", + "pl it", + "âĢ Ķ", + "Ġc oun", + "ob j", + ".ph p", + "Ġch ange", + "eth ing", + "' re", + "ast er", + "lo s", + "l ation", + "ĠĠ Ċ", + "L e", + "à ¤", + "( {", + "read y", + "ĠN o", + "Ġpos ition", + "Ġo ld", + "Ġbo ok", + "able d", + "b ug", + "H and", + "} ;ĊĊ", + "is play", + "av ing", + "Ġgo ver", + "Ġv ersion", + "S ystem", + "n ect", + "res ponse", + "St yle", + "U p", + "ang u", + "Ġth ree", + "in it", + "er o", + "Ġl aw", + "end if", + "Ġb ase", + "em ail", + "( l", + "_ V", + "Ġcon f", + "AT E", + "Ġd uring", + "t es", + "Ġcon sole", + "ĠP r", + "Ġs pe", + "v es", + "p ath", + "ial og", + "d ition", + "_t o", + "ard s", + "Ġagain st", + "et work", + "ĠP h", + "_ L", + "c ur", + "im it", + "W ith", + "Ġp ower", + "i um", + "' ;ĊĊ", + "Ġw om", + "le ft", + "our ces", + "at ri", + "ĠI m", + "ĠM an", + "or th", + "$ {", + "qu als", + "es e", + "_s ize", + "Ġis s", + "ot al", + "- g", + "i que", + "r ame", + "Ġw idth", + "er g", + ") (", + "itt le", + "T R", + "ĠThe y", + "enc es", + "r l", + "on s", + "Ġl abel", + ". y", + "- t", + "up date", + "an el", + "s c", + ".t o", + "Ġpro ject", + "à ¼", + "Ġe lement", + "Ġsu ccess", + "ĉĉ Ċ", + ".s h", + "r am", + "ch ed", + "() )Ċ", + "Ġ( Ċ", + "Ġd ate", + "Ġto t", + "_ ST", + "A ll", + "ific ation", + "ĉ var", + "Ġt ri", + "ch em", + "m y", + "Ġb ig", + "ĠA d", + "ĠA t", + "ot s", + "n um", + "A ct", + "Ġm ap", + "er a", + "co pe", + ". $", + ", âĢĿ", + "Ġp op", + "Ġf ew", + "Ġl en", + "u id", + "et ers", + "u les", + "à Ń", + "s ource", + "http s", + "Ġd em", + "Ġe ar", + "######## ########", + "Ġm atch", + "or ies", + "ac es", + "ĠC l", + "Ġn ode", + "ir c", + "loc al", + "un ity", + "} ;Ċ", + "Ġan other", + "< <", + "og le", + "Ġs it", + "ew ork", + "T E", + ". I", + "N S", + "olog y", + "ou ght", + ".C ont", + "> >", + "Ġc are", + "st ate", + "ĉ private", + "Ġe ffect", + "++ )", + "_f ile", + "end ing", + "L ine", + "F or", + "i or", + "ĠS c", + "Ġf un", + ".S ize", + "ĉ else", + "] )", + "st art", + "v ious", + "Ġ} ,", + "our s", + "Ġle g", + "Ġs ervice", + "Ġs ince", + "ir on", + "L abel", + "Ġn on", + "Ġl os", + "ict ion", + "Ġf ull", + "act er", + "bo ard", + "g ress", + "Ġt urn", + "ith er", + ".s ize", + "Ġb ody", + "res h", + "et urn", + "( _", + "y les", + "orm al", + "p i", + "Ġsom ething", + "! --", + "u int", + "Ġpro du", + "Ġst and", + "Ġpro ble", + "Ġav ailable", + "m t", + "ĠB l", + "Ġ ...", + "Ġb lock", + "In put", + "Ġke ep", + "C ount", + "op en", + "Ġ[ '", + "Ġth row", + "uild er", + "A ction", + "Ġth ings", + "Tr ue", + "Ġ url", + "ĠB o", + "print f", + "Ġre d", + "j s", + ".c reate", + "ĠO r", + "St atus", + "In stance", + "Ġcont rol", + "Ġcom e", + "Ġc ustom", + "loc ation", + "m odel", + "Ġ čĊ", + "Ġs ource", + "Ġe as", + ". out", + "] ĊĊ", + "one y", + "Ġaw ait", + "Ġpart ic", + "A P", + "ub lish", + "od es", + "_p ro", + "p ly", + "rit er", + "Ġpro v", + "Ġm ill", + "H T", + "] )Ċ", + "Ġch ang", + "Ġas k", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠ", + "Ġout put", + "Ġem ail", + ".p ush", + "Ġ} čĊčĊ", + "in ation", + "atri x", + "T able", + "u ccess", + "] );Ċ", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġdis c", + "( [", + "Ġb usiness", + "he ight", + ". html", + "t a", + "f ield", + "Ġrequire d", + "_ R", + "Ġgover n", + "} čĊčĊ", + "le x", + ". ,", + "ĠS et", + "ur ch", + "// /", + "t s", + "a f", + "Ġm ight", + "ist ory", + "S tr", + "Ġne ver", + "Res ponse", + "ar se", + "ad a", + "ĠH ow", + "Ġ* )", + "Ġ ;", + "Ġh ard", + "A d", + "Ġinter n", + "us ed", + "( data", + "m od", + "ann el", + "Ġn p", + "ug g", + "Ġ/ >Ċ", + "Ġcal led", + "b ody", + "Ġch o", + "( r", + "_s et", + "ir d", + "Ġ> =", + "Ġ} ;Ċ", + "Ġo ptions", + "ĠG ener", + "Ġhe ight", + "P oint", + "Y ou", + "et y", + "C lick", + "Ġsm all", + "Ġ ide", + "Ġacc ess", + "angu age", + "Ġprot ected", + "Ġj ob", + "ĠTh ere", + "D ef", + "Ġadd ress", + "Ġu int", + "N ot", + "o o", + "ap s", + "< div", + "ain ed", + "at ur", + "Ġs um", + "- w", + "ĠD ate", + "Ġl ittle", + "Ġf ri", + "Y PE", + "Ġp ort", + "e h", + "pr ing", + "_p ath", + "Ġst atus", + "a im", + "bo ol", + "Ġap pe", + "Ġo s", + ". name", + "ens ion", + "_ G", + "Ġup date", + "Con fig", + "a ff", + "ER R", + "Ġ< =", + "at ely", + "# if", + "u ction", + "ĠT e", + "Ġl ink", + "ĠU ser", + ".f ind", + ". org", + "m e", + "Ġg iven", + "O ut", + "# endif", + "Ġbet ter", + "P age", + "Ġfe el", + "en n", + "M L", + "Ġal ready", + "Ġinclud ing", + "o ogle", + "r u", + "ic ally", + "pro p", + "le an", + "out er", + "Ġal ways", + "ord ing", + "I f", + "or age", + "Ġp arent", + "v is", + "ĉĉĉĉ ĉĉĉ", + "Ġg ot", + "st and", + "Ġle ss", + "/ s", + "ĠA ss", + "ap t", + "ire d", + "ĠA dd", + "Ġacc ount", + "p loy", + "Ġd er", + "res ent", + "Ġl ot", + "Ġval id", + "ĉ d", + "Ġb it", + "pon ents", + "Ġfollow ing", + "_ ex", + "S ON", + "Ġs ure", + "oc ial", + "Ġp rom", + "ert ies", + "he ader", + ".p ro", + "Ġbo olean", + "Ġse arch", + "k en", + "Ġor ig", + "Ġ er", + "E d", + "E M", + "a ut", + "l ing", + "al ity", + "By Id", + "b ed", + "ĉc ase", + "eth er", + "pos it", + "Ġinv est", + "ĠO R", + "Ġs ays", + "miss ion", + "AM E", + "Ġtem p", + "o ad", + "Ġre st", + "in fo", + "Ġinter est", + "A rg", + "Ġper form", + "pon s", + "ĠV iew", + "Ġv er", + "l ib", + "( const", + "U til", + "List ener", + "ar ge", + "Ġm ult", + "Ġd ie", + "Ġs ite", + "../ ../", + "E L", + "Ġval ues", + "Ġ} )Ċ", + "p en", + "N o", + "ic ro", + "Ġbe h", + "Ġ' ./", + "ac y", + "re c", + "() ->", + "ĉ ĠĠĠ", + "\" ))", + "Cont ent", + "_ W", + "ple ment", + "Ġw on", + "Ġv ideo", + "ad i", + "p oint", + "% %", + "Ġg l", + "erv ed", + "v iron", + "I F", + "ut ed", + "ã ĥ", + "' m", + "Ġc ert", + "Ġpro f", + "Ġc ell", + "ar i", + "Ġpl ayer", + "a is", + "Ġc ost", + "Ġh um", + "( R", + "Ġoff ic", + "k s", + ".t ext", + "at ures", + "Ġtot al", + "Ġ*/ ĊĊ", + "o pe", + "Ġst at", + "U M", + "Ġlo ad", + "ight s", + "Ġc lear", + "u ro", + "Ġte chn", + "up port", + "I R", + "Ġ row", + "Ġse em", + "Ġ q", + "Ġsh ort", + "ĠN ot", + "ip p", + "G roup", + "se ction", + "m ax", + "ir l", + "Ġover ride", + "Ġcom pany", + "Ġd one", + "\" );čĊ", + "Ġg re", + ". Re", + "Ġbel ie", + "r ist", + "Ġhe alth", + "AN T", + "() ĊĊ", + "ĠB e", + ". value", + "ĠG r", + "ott om", + "Ġarg s", + "P T", + "st atus", + "f unc", + "um ents", + "- h", + "N umber", + ": čĊ", + "ĠL og", + "er ver", + "Ġ) ,Ċ", + "am ent", + "Ġob j", + "in c", + "Ġchild ren", + "ic y", + "I Z", + "and s", + "ab ly", + "Ġdist rib", + "Ġc ur", + "er ial", + "Ġd ays", + "re ated", + "re ct", + "- l", + "ir m", + "idd en", + "om b", + "Ġin itial", + ".j s", + "Ġ â", + "Qu ery", + "Ġon line", + "im al", + ". con", + "a u", + "U rl", + "cont rol", + "ire ction", + "Ġin stance", + "OR T", + "ĠF r", + "wh ere", + "Ġjav ax", + "Ġorg an", + "ap ter", + "Ġre ason", + "o ptions", + "ĠM ar", + "( a", + "Ġwith in", + ".âĢĿ ĊĊ", + "O DE", + "_ DE", + "ad min", + "end ed", + "Ġdes ign", + "ĠD ata", + "un e", + "ĠF ile", + "ro ot", + "Ġc ent", + "Ġa rr", + "_ add", + "l en", + "p age", + ", '", + "_ str", + "Ġb ro", + "ab ility", + "ou th", + "/ c", + "p ose", + "irt ual", + "ear ch", + "_ url", + "arg in", + "H ttp", + "Ġs chool", + "av a", + "Ġcons ider", + ".l abel", + "ĠA rray", + "we b", + "o pt", + ".print ln", + "ul ation", + "Ġf unc", + "P L", + "Ġ\" \\", + "ĠT ext", + "act ory", + "(f unction", + "n ull", + "Ġen g", + "d own", + "Ġin clude", + "ĠE n", + "ĠD r", + "Ġd b", + "! !", + "s ide", + "Ġin it", + "quire d", + "ĠS he", + "C olumn", + "re act", + "Ġan n", + "Ġst op", + "Ġl ater", + "ĠTh at", + "ent ion", + "d f", + "U G", + "I LE", + "Ġc lient", + "ra ft", + "ff er", + "PO ST", + "el per", + "Ġlo ve", + "qu ote", + "ou d", + "Ġj son", + "Ġab le", + "Ġm en", + "A X", + "ĠC opyright", + "à ¶", + "av ig", + "re q", + "C lient", + "} );Ċ", + ".C om", + "er c", + "il t", + "pec ial", + "_c om", + "ro om", + ". Name", + "Ġg ive", + "am b", + "i ke", + "Ġcon dition", + "cl ient", + "ator s", + ": \"", + "Ġc opy", + "ut ure", + "ivers ity", + "ern al", + "{ {", + "ĠC an", + "ou nc", + "d o", + "Ġo cc", + "Ġapp ro", + "th ers", + "z e", + "Ġe ither", + "ĠF l", + "Ġimport ant", + "Ġle ad", + "at tr", + "AR T", + "E qual", + "Ġd a", + "et ch", + "ent ity", + "Ġfam ily", + "add ing", + "Ġo ption", + "Ġex ist", + "ic a", + "ĠO bject", + "' ve", + "v ers", + "ition al", + "out put", + "ĠTr ue", + "ĠO F", + "_t ime", + "Ġof fer", + "Ġ} );ĊĊ", + "H ER", + "eg in", + "\" \"", + "Ġw ater", + "Ġc he", + "ĠM y", + "ore d", + "Ġst ep", + "anc es", + "C K", + "A Y", + "à ¸", + "str uction", + "( C", + "ou ch", + "St ream", + "act ive", + "am a", + "Ent ity", + "pro duct", + "() {Ċ", + "Ġgovern ment", + "ĠI D", + "aj or", + "A nd", + "Ġdis play", + "Ð »", + "Ġt imes", + "Ġf our", + "Ġf ar", + "Ġpres ent", + "ĠN S", + "Ġ\\ Ċ", + "ue st", + "Ġb as", + "e cho", + "ch ild", + "if ier", + "Hand ler", + "Ġl ib", + "Prop erty", + "trans lation", + "Ġro om", + "Ġon ce", + "Ġ[ ]", + "cent er", + "================ ================", + "Ġresult s", + "Ġcontin ue", + "Ġt alk", + "_ get", + "Ġg row", + ".s w", + "e b", + "ĠP ublic", + "O P", + "ec ute", + "ol s", + "Ġ **", + "\" );ĊĊ", + "Ġm ass", + "ure d", + ".c lass", + "om ic", + "Ġme an", + "ip s", + "Ġa ut", + ");čĊ čĊ", + "Ġun til", + "Ġmark et", + "Ġare a", + "u it", + "Ġl ength", + "ĠW ith", + "struct or", + "e vent", + "\"> <", + "ĠS p", + "I V", + "Ġm us", + "if f", + "Ġk ind", + "a uthor", + "ound s", + "m b", + "_ key", + "w idth", + "posit ory", + "Ġl ight", + "u k", + "R ow", + "oh n", + "al f", + "viron ment", + "app er", + "ollection s", + "Ġs ide", + "_in fo", + "Ġex ample", + "im ary", + "Ġw r", + "Ġc amp", + "cri be", + "\" /", + "Ġm iss", + "w ay", + "Ġb ased", + "Ġpl an", + "V is", + "om ain", + "un k", + "Ġaw ay", + "U P", + "< T", + "O S", + "i od", + "ĠM on", + "âĢĻ re", + "Ġli k", + "à §", + "iv ely", + ". v", + "im er", + "iz er", + "S ub", + "Ġbut ton", + "ĠU p", + "Ġexper ience", + "C L", + "Ġre nder", + "_ value", + "Ġn ear", + "UR L", + "al t", + "Ġcoun try", + "ib ility", + "() ,Ċ", + "e ad", + "Ġa uthor", + "Ġspec ific", + "b ase", + "( name", + "on es", + "ĠD o", + "Ġal ong", + "y ear", + "Ġexp ress", + ". '", + "en v", + "Ġbeg in", + "Ġso ftware", + "Ġim p", + "Ġw in", + "ó n", + "Ġth ing", + "Tr ans", + "ĠT HE", + "Ġ< ?", + "Ġwh y", + "Ġdoes n", + "i j", + "g ing", + "ĉ g", + "Ġs ingle", + "off set", + "ar ning", + "og raph", + "le y", + "_c ount", + "Ġan al", + "cre ate", + "/ m", + "ĠR eg", + "un ch", + "= $", + "is k", + "Ġright s", + "( M", + "Ġ\"\" \"Ċ", + "ap er", + ".m odel", + "Ġp o", + "em pty", + "art ment", + "Ġa nt", + "ĠWh en", + "Ġwom en", + "ĠE d", + "Ġse ason", + "Ġde st", + "à £", + "( h", + "Ġposs ible", + "Ġse ver", + "Ġb tn", + "Ġdid n", + "Ġs ent", + "Ġen c", + "Ġcomm and", + "Ġ ],Ċ", + "_ x", + "Ġre cent", + "ol ution", + "v ector", + "ĠB y", + "ĠM ay", + "ĠA ct", + "» ¿", + "Ġm oney", + "IN T", + "bs ite", + "ĉ p", + ". čĊ", + "ï »¿", + "s l", + "atter n", + "ĠC lass", + "Ġto ld", + "ud io", + "c urrent", + "Ġe qu", + "Ġa uto", + "ĠSt ate", + "d a", + "ms g", + ")) ;ĊĊ", + "Ġwork ing", + "Ġqu ery", + "ĠB r", + "Ġw indow", + "a uth", + "on ly", + "ĉ t", + "Ġle ast", + "ag n", + "Ġex pl", + "it ter", + "ar ing", + "Ġc olumn", + "ĠGener al", + "\": \"", + "er al", + "ri or", + "Ġrec ord", + "I B", + "E X", + "Ġd at", + "Ġm aking", + "u ed", + "ĠC ar", + "em p", + "\" .", + "ĠM ed", + "Ġc lose", + "Ġper cent", + "Ġp ast", + "( g", + ": (", + "Ġw rite", + "Ġm ove", + "Ġp at", + "Cont rol", + ".T o", + "Ġv i", + "*/ Ċ", + "in ate", + "' ll", + "ag ed", + "N ull", + "Ġspec ial", + "IZ E", + "Ġc ity", + "/* Ċ", + "ĠE ng", + "ix ed", + "in ary", + "p y", + "Ġe ff", + "ar io", + "Ġt ell", + "av or", + "Ġse lect", + "le vel", + "im um", + "op er", + "B uilder", + "I P", + "') ,Ċ", + "es c", + "Ġf ont", + "\" ;ĊĊ", + "ĠA m", + "ish ed", + "ill s", + "Int er", + "O W", + "Ġcour se", + "Ġl ate", + "idd le", + "Ġam ount", + "Ġas ync", + "in o", + "c ul", + "Ġ ì", + "and le", + "_ user", + "Ġb en", + "ĠC al", + "Ġ$ _", + "ĠR ep", + "Ġen ough", + "T oken", + ". user", + "( j", + "S c", + "W idth", + "n ow", + "at form", + "Ġlook ing", + "Ġh old", + "M odule", + "IT Y", + "v o", + "is on", + ".D ata", + "y c", + "Ġp ot", + "ĠTr ump", + "id ual", + "id es", + "r t", + "Ġprop erty", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠ", + "am ework", + "g o", + "Ġl ow", + "Ġpar a", + "Ġpr ice", + "ur y", + "Ġto day", + "ro y", + "Ġ' /", + "Ġpol it", + "Ġ' '", + "ym b", + "P h", + "Ġad v", + "Ġatt ack", + "ĠS te", + "RO M", + "an a", + "Ġme ans", + "Ġst ory", + "id s", + "ak en", + "Ġme et", + "Ġm om", + "ĠâĢ ĺ", + "Ġ? >", + "Ġd en", + "ob ile", + "ch ange", + "ĠĠĠĠĠĠĠĠ ĠĠĠĠĊ", + "ic i", + "n a", + "ĠF orm", + "Ġs ort", + "Se lect", + "p are", + "Ġth ought", + "_ con", + "Ġt ask", + "oc us", + "ĠD E", + "ĠM in", + "Ġo pt", + "ĉb reak", + "um er", + "K E", + "th en", + "Ġd et", + "ĠT est", + "port s", + "Ġre view", + "(' /", + "m ove", + "Ġsw itch", + "ER T", + "p atch", + "ann ot", + "ã Ĥ", + "Ġab ove", + "it ive", + "Ġquest ion", + "ĠQ u", + "ãĢĤ ĊĊ", + "g le", + "Ġw ord", + "Ġprov ide", + "ĠR eturn", + "Ġre search", + "ã o", + "u str", + "Ġp ublish", + "chem a", + "} }", + "ĠC ON", + "- in", + "all back", + "Ġco ver", + "\\ \\", + "c olor", + "ĠI S", + "Ġwh ether", + "im ate", + "is c", + "B ar", + "Ġd iv", + "B e", + "our n", + "Ġh aving", + "le m", + "pl ayer", + "ab s", + "am era", + "ne y", + "Ġex c", + "get her", + "pl ied", + "a o", + "[ $", + "Ġ+ +", + "i pe", + "sh ow", + "/ d", + "[ :", + "ag ement", + "le v", + "_ ID", + "r ary", + "ad es", + "_ se", + "a use", + "Ġem ploy", + "Ġ*/ čĊ", + "Ġf re", + "Ġ' @", + "Ġcomple t", + "Ġl arge", + "r al", + "\\ x", + "Ġf ac", + "< String", + "Ġcre ated", + "up er", + ".st ate", + "Ġh ost", + "ener ic", + "/ b", + "( !", + "wh ile", + "i as", + "B UG", + "Ġ );ĊĊ", + "Ġro le", + "Re g", + "ĠC olor", + "St art", + "Ġp orn", + "t op", + "Ġwe b", + "Ġde v", + "Ġde al", + "++ )Ċ", + "Int eger", + "pos ition", + ". on", + "Ġ( \"", + "ä ¸", + "Ġproble m", + "s v", + "Ġp ress", + "AB LE", + "AT ION", + "ĠSe e", + "an ch", + "Ġth ough", + "le ep", + "Ġ< !--", + "Ġpoint s", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠ", + ". J", + "Ġ ::", + "p tr", + "D B", + "++ ;Ċ", + ".p ng", + "n ode", + "so ft", + "pon d", + "Ġe ver", + "-------------------------------- --------------------------------", + "M enu", + "(' #", + "Ġs ervices", + "p g", + "} )Ċ", + "param s", + "Ġact ually", + "Ġ\" /", + "Em pty", + "M ethod", + "Ġid ent", + "un ic", + "Ġmill ion", + "Ġa ff", + "st yle", + "Ġcon c", + "i os", + "ign ment", + "UL T", + "P r", + "\" ;čĊ", + "Ġunder stand", + "u ary", + "Ġhapp en", + "Ġser ver", + "ĠC o", + "S C", + "Ġle s", + "Ġfile s", + "G rid", + "s ql", + "Ġof ten", + "Ġin fo", + "_ tr", + "s rc", + "on y", + "Ġsp ace", + "um b", + "Ġpass word", + "Ġst ore", + ", ĊĊ", + "ĠWh at", + "g ed", + "ĠF alse", + "U s", + "sw er", + "_ index", + "Ġform at", + "m ost", + "s m", + "N ew", + "Ġd etails", + "Ġpro b", + "ĠAN D", + "() čĊ", + "il ar", + "Ġ$ {", + "ry pt", + ".C ollections", + "$ this", + "ĠF ree", + "_ of", + "(f alse", + "d ated", + "Ġ> >", + "Ġf ace", + "CT ION", + "Ġs ave", + "Ġt yp", + "de v", + "(\" #", + "AG E", + "cont ainer", + "ed it", + "Q L", + "Ġitem s", + "Ġs ocial", + "i en", + "ĠRe act", + ") .ĊĊ", + "Ġm ar", + "Ġre du", + "ĠR E", + ".p ut", + "Ġm ajor", + "C ell", + "n ext", + "Ġexpect ed", + "Ġy et", + "Ġin div", + "trib utes", + "at is", + "am ed", + "Ġf ood", + "S ource", + "( string", + "Ġ+ Ċ", + "it es", + "d r", + "Ġmem bers", + "Ġcom b", + "item s", + "ĠP er", + "T H", + "= True", + "Ġb ar", + "_ SE", + "com m", + "( w", + ")ĊĊ Ċ", + "Ġs end", + "Ġin c", + "un signed", + "F A", + "Ġparam s", + "app ing", + "ro s", + "ug in", + "f a", + "Ġcon nection", + "Ġ} ;ĊĊ", + "Ġbe come", + "M ode", + "Ġe v", + "Ġdif f", + "ĠUn ited", + "He ight", + "ful ly", + "im ages", + "Ġm akes", + "Ġg lobal", + "Ġcont act", + "' :Ċ", + "Ġab s", + "а Ð", + "f loat", + "Ġex cept", + "ĠP ol", + "Ch ild", + "t yp", + "Ġcert ain", + "i ón", + "O UT", + "Ġim pro", + "ile s", + "Ġ-- >Ċ", + "ĠP art", + "val ues", + "os s", + "/ **", + "il it", + "ĠE vent", + "cur ity", + "st er", + "Ġchar acter", + "Ġnew s", + "Ġ\" ,", + "Ġde vice", + "c el", + "log in", + "he et", + "Def ault", + "@ \"", + "ĉ Ġ", + "c lick", + "( value", + "ĠA b", + "Ġpre vious", + "ERR OR", + "oc al", + "Ġm aterial", + "Ġbel ow", + "ĠCh rist", + "Ġmed ia", + "co ver", + "ĠU I", + "Ġf ail", + "Ġbl ack", + "Ġcom ponent", + "ĠAmeric an", + "Ġadd ed", + "Ġbu y", + "st it", + "Ġc ame", + "Ġde lete", + "prop erty", + "od ing", + "Ġc ard", + "rop s", + "Ġhttp s", + "Ġro ot", + "Ġhand le", + "C C", + "B ack", + "em plate", + "Ġget ting", + "_b y", + "m ail", + "_s h", + ". assert", + "ĠD ec", + "( true", + "Ġcom put", + "Ġcl aim", + "' =>", + "ĠS ub", + "Ġa ir", + "op s", + "n av", + "em ents", + "( id", + "Ġent er", + "ang ed", + "E nd", + "Ġloc ation", + "Ġn ight", + "Ġdo ing", + "ĠR ed", + "l in", + "}ĊĊ Ċ", + "vid er", + "Ġp ick", + "Ġw atch", + "ess ages", + "Ġhum an", + "Ġd am", + "p end", + "d ir", + "Ġt ax", + "Ġg irl", + "re et", + "Ġbo x", + "Ġstr ong", + "( v", + "re l", + "Ġinter face", + "Ġm sg", + "f ect", + "_ at", + "Ġh ouse", + "Ġtr ack", + "' );ĊĊ", + "j e", + "ĠJ ohn", + "ist r", + "( S", + "ub e", + "Ġc e", + "itt ed", + "V ER", + "* )", + "p arent", + "Ġapp lication", + "an y", + ".sw ing", + "Ġp ack", + "\\ u", + "Ġpr act", + "Ġse ction", + "ct x", + "Ġun signed", + ".P oint", + "ĠO ne", + "Ä ±", + "ip le", + "a id", + "Ñ ĥ", + "V ector", + "by te", + "Ġw ait", + "Ġà ł", + "à ¥", + "Ġto gether", + "Ġth rows", + "F O", + "' ))", + "h ost", + "is ing", + ". view", + "Ġter ms", + "fr amework", + "- r", + "Ġapp ly", + "Ġs ession", + "O ptions", + "ugg est", + "Ġo thers", + "w itter", + "Ġf und", + "In it", + "__ (", + "ens or", + "G ET", + "Ġsever al", + "i i", + "[ j", + "I O", + "Ġtem plate", + "P osition", + "Ġe con", + "ach ine", + "Ġ il", + ".s pring", + "m ain", + "el t", + "im ent", + "Re c", + "m m", + "ĠUn iversity", + "urs or", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠ", + "G L", + "ict ure", + "ith ub", + "c er", + "c ast", + "F rom", + "a les", + "Ġsub ject", + "p assword", + "n y", + "Ġes c", + ".w rite", + "ï¼ Į", + "Wh at", + ". H", + "Ġh istory", + "ĠF e", + "Ġindiv idual", + "un it", + "Ġ-- >", + "Ġd u", + "I ST", + "Ġus ers", + "f s", + "f alse", + "un t", + "T itle", + "Ġm ot", + "Ġf uture", + "ach ed", + "Ġstart ed", + "Ġm ode", + "Ġ' <", + "_ array", + "Ġa x", + "'] ;Ċ", + "i res", + "Th ere", + "ug ht", + "t ml", + "pos ed", + "ic ult", + "Ġto ok", + "Ġg ames", + "Ġ} }", + "Ġ? >Ċ", + "Ġproduct s", + "I s", + "Ġb ad", + "ĠD es", + ".p ath", + "' ĊĊ", + "ĠP ost", + "av el", + "( :", + "Ġneed s", + "Ġkn own", + "F l", + "Ġex ec", + "Ġse en", + "um e", + "Ġb order", + "Ġl ive", + "tem p", + "P er", + "Ġvar iable", + "i et", + "ĠD ef", + "Ġg e", + "em e", + "_b ack", + "f irst", + "Ġprovid ed", + "//////////////// ////////////////", + "Ġfil ename", + "Ġh ope", + "ul y", + "a uto", + "f ind", + "_ string", + "b tn", + "it ude", + "At tribute", + "Ġyou ng", + ".t xt", + "Ġwe bsite", + "ĠP rop", + "Ġe y", + "> ();Ċ", + "ion al", + "AR R", + "iction ary", + "ur ther", + ". ", + "t x", + "Ġp ur", + "u el", + "ymb ol", + "u ation", + "ang er", + "Ġback ground", + "ec ess", + "ef ined", + ".... ....", + "Ġdes cription", + "Ġrep resent", + "\") );Ċ", + "press ion", + "row ser", + "Ġser ies", + "ward s", + "($ _", + "a ise", + "Ġh ot", + "ac ity", + "ri es", + "action s", + "C reate", + "ad io", + "amp les", + "Ġorig inal", + "ens ive", + "f ont", + "st ream", + " using", + ".spring framework", + "ser ver", + "Ġb ill", + "AC K", + "il ename", + "Ġfr ame", + "Ġ= Ċ", + "Ed it", + "adi us", + "Ġd raw", + "ank s", + "Ġd eter", + "Ġcom es", + "_ int", + "Ġfore ach", + "ang le", + "Ġe lect", + "pect ed", + "He ader", + "ist ration", + "F alse", + "ĠG ame", + "Ġfil ter", + "Act ivity", + "Ġl arg", + "in ition", + "Ġ\" <", + "is ed", + "Ġrem ove", + "ĠTr ans", + "m et", + "se e", + "Form at", + "Com mand", + "ĠE X", + "N one", + "Ġfr ont", + "A SE", + "ĠR ec", + "ound ation", + "Ġv o", + "= \\\"", + "( *", + "Ch ange", + ".W rite", + "g roup", + "i ents", + "u y", + "******************************** ********************************", + "Ġd ig", + "h r", + "( -", + "Ġg en", + "n umber", + "ve c", + "uro pe", + "ent ry", + "L L", + "Ġst e", + "Val id", + "'] ,", + "_p aram", + "Ġse lected", + "Ġacc ording", + "ĠD is", + "Ġ util", + "B uffer", + "_ error", + "Ġass oci", + "_S IZE", + "Ġw or", + "Ġprint f", + "r ag", + " ł", + "D D", + "ĠV al", + "Ġact iv", + "E ng", + "et ime", + "Ġv irtual", + "a ign", + "a ur", + "ĠP res", + "ĠEx ception", + "Ġany thing", + "ĠO ff", + "Ġh ours", + "Ġw ar", + "Arg s", + "ag ing", + "Ġmodel s", + "ĠT ime", + "O b", + "am s", + "j oy", + "Ġear ly", + ". read", + "Ġc enter", + "ĠIn itial", + "Ġl anguage", + "l ength", + "x y", + "Ġs n", + "Ġin f", + "P ost", + "Ġag o", + "Ġeas y", + "_c ode", + "ĠAN Y", + "_ ch", + "Ġdown load", + "( T", + "av ed", + "âĢ ĵ", + "Ġstud ents", + "Ġf ig", + "l ight", + "x x", + "Ġbu ffer", + "ĠD ep", + "ĠM ath", + "IT H", + "Ġvar i", + "Ġd ue", + "F actory", + "Ġp or", + "Ġe p", + "ot ype", + "Ġcan not", + "Ġwh ite", + "< int", + "ter n", + "Ġreg ister", + "Ġpre d", + "cl us", + "_d ate", + "Ġ/ **", + "Ġa uth", + "Ġ[ ]Ċ", + "Ġper iod", + "n own", + "Ġv ot", + "Ġs creen", + "' d", + "T ypes", + "Ġt mp", + "е Ð", + "ur al", + "Ġben ef", + "_ y", + "Ġn et", + "ĠSt ates", + "'] ['", + "ĠN e", + "ĠN OT", + "Ġn eg", + "Ġcomm on", + "s cope", + "Ġc red", + "g es", + "_T YPE", + "Ġs uggest", + "o om", + ".ĊĊ Ċ", + "Ġac cept", + "Ġr andom", + "er m", + "ĠV ector", + "w ith", + "T ER", + "( str", + "Ġres pons", + "Ġh it", + ".S et", + "gr id", + "ri a", + "Ġc lick", + "und le", + "C ase", + "ins ert", + "Util s", + "Ġ\"\" \"", + "Ġim plement", + "at al", + "tem pt", + "tem plate", + "oc r", + "return s", + "Ġplay ers", + "us ers", + "ed ef", + "ĠTh ese", + "Ġam ong", + "Ġde b", + "h a", + ".get Element", + "Ġc irc", + "Ġan swer", + "Ġw alk", + "Ġt reat", + "ĠG e", + "ĠC reate", + "Ġa ge", + "Ġre q", + "O ST", + "ang ular", + "Ñ ı", + "Ġf ive", + "Ġdistrib uted", + "Ġfri end", + "T P", + "Ġc lean", + "ow s", + ".Control s", + "d is", + "Ġw ords", + ". io", + "z y", + "Ġhe ader", + "ĠC heck", + "âĢĻ m", + "j ust", + "h older", + "=\" čĊ", + ". annot", + "Ġcol lection", + "' .", + "Ġsim ilar", + "Ġt aken", + "(\" %", + "Or der", + "'] Ċ", + "-m d", + "ĠT H", + "ac ed", + "Ġis n", + "/ j", + "Ġs on", + "gr aph", + "ĠInt eger", + "Ġn ecess", + "re en", + "Ġ um", + "Ġ\\ <", + "Ġmom ent", + "Ġbr ing", + "Ġind ic", + "ys is", + "Le vel", + "ver se", + "urre nc", + "_t est", + "Ġent ire", + "D own", + "Ġ}ĊĊ Ċ", + "( result", + "ĠRe ad", + "à ¨", + "M od", + "Ġtry ing", + "\") ,Ċ", + "Ġm ember", + "ĠC or", + "OD O", + "- control", + "un time", + "ĠS im", + "D ialog", + "pl ot", + "_ on", + "Ġph ys", + "} /", + "Ġn amespace", + "ĉ čĊ", + "ac c", + "Pl ayer", + "A RE", + "Ġf oot", + "Ġbo ard", + "p art", + "Ġs us", + "w ise", + "ĠM c", + "Ġp ush", + "AT A", + "Ġp lease", + "ri ed", + "we et", + "b it", + "id ed", + "V E", + "ĠS w", + "U B", + "Ġt ypes", + "ed ia", + "Ġc los", + "ace book", + "Wh en", + "Ġed it", + "ig ger", + "Ġen erg", + "Cont ainer", + "Ġph ot", + "ĠC ount", + "ĠE urope", + ".I s", + "ĠR uss", + "pe ed", + "ĠS tr", + "Ġp y", + "Ġc ult", + "Ġdef ined", + "cc ount", + "Ġob t", + ".L ocation", + "Ġth read", + "il le", + "Ġinst ead", + "str ong", + "ĠS ec", + "U RE", + "Ġide a", + ". se", + "em y", + "select ed", + "Con nection", + "ac ing", + "th read", + ".n ext", + "Ġc oll", + "Ġfil m", + "ist ic", + "Ġcomp et", + "Ġcon n", + "th ough", + "Ġcom pan", + "ock et", + "Ġte ach", + "= (", + "Ġph one", + "Ġact ive", + "de lete", + "tr ies", + "Ġm o", + "Ġde ath", + "} );ĊĊ", + "oc ol", + "W idget", + "Ġart icle", + "ro du", + "and id", + "Ñ ĭ", + "ĠC r", + "k a", + "() :", + "lo od", + "ĉĉĉ Ċ", + "Ġal most", + "Ġs ell", + "erv let", + "ri p", + "Un it", + "Ġapp lic", + "Ġcon nect", + "Ġfe ature", + "Ġv ia", + "' ),", + "Ġl im", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "ĠG u", + "Eng ine", + "Ġen s", + "Ġen vironment", + "b lock", + "HER E", + "N ULL", + "g y", + "t ag", + ") ).", + "ex p", + "Ġcom pl", + "Ġinst all", + "Ġcomple te", + "que ue", + "atur al", + "Ġgener al", + "th on", + "Ġask ed", + "o res", + "( res", + "Ġres erved", + "S P", + "ĠâĢ ¦", + "Å Ĥ", + "Ġsign ific", + "O ff", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "ĠA g", + "ĠJ ust", + "ĠE rror", + "Ġin fl", + "ad ata", + "Ġ icon", + "ask s", + "' '", + "_ LO", + "? .", + "ac count", + "Ġ( *", + "' )ĊĊ", + "r ap", + "_ var", + "ĠF OR", + "Ġpart y", + "ĠY our", + "c at", + "str y", + ". new", + "bo ot", + "ĠN ov", + "Ġv ector", + "Ġn ormal", + "Ġf urther", + "Re pository", + "Ġd atabase", + "att le", + "Ġmus ic", + "Ġspe ed", + "Ġd oc", + "pro cess", + "IG HT", + ".p arse", + "Ġt aking", + "Ġvi ol", + "ce ed", + "ĠA fter", + "Ġfor ward", + "Ġc rit", + "\"/ >Ċ", + "ro t", + "Ġfa iled", + "ef ore", + "Ġconc ern", + "o e", + "b a", + "Ġs ender", + "Ġter m", + "h as", + "=\" #", + "Ġpot ential", + "N um", + "Ġpublish ed", + ".c lose", + "ĠIm age", + "str aint", + "U D", + "ĠO b", + "Ġprob ably", + "l im", + "\" :Ċ", + "olum e", + "Ġcon sum", + "ag ue", + "ens ions", + "Ġinvest ig", + "- year", + "') ;", + "-s m", + "Ġen joy", + "or ig", + "er ing", + "c p", + "le ased", + "ple ments", + "Ġreturn s", + "p at", + "B O", + "ĠH ouse", + ".L abel", + "Ġwe ight", + "igh b", + "Ġcondition s", + "Ġex ception", + "d escription", + "Ġtr ad", + "- to", + "Ġ{ }", + "Ġmod ule", + "EN D", + ". ap", + ".p rops", + "Ġcon structor", + "av es", + "Ġf avor", + "ĠN ow", + "; i", + "ĠM ain", + "_ k", + "er ies", + "âĢĻ ll", + "trans form", + "imest amp", + "P re", + "Ġm er", + ". res", + "st ant", + "L ocation", + "_N AME", + "Ġlos s", + "Ġ ĊĊ", + "n et", + "Ġeng ine", + "B lock", + "Ġiss ues", + "Ġpar se", + "ĠB ar", + "Ġst ay", + "ĠJ SON", + "Ġd om", + "air s", + "w ner", + "Ġl ower", + "\", čĊ", + "ĠD em", + "uf act", + "Ġp s", + "Ġper fect", + "R L", + "Ġed uc", + "l s", + "em ory", + "ARR ANT", + "u ge", + "Ġex act", + ". key", + "al led", + "e ch", + "ie f", + "\\ /", + "o ke", + "Ġfor mer", + "al loc", + "Ġs ix", + "id a", + "Ġm argin", + "Ġhe art", + "al d", + "p ack", + ".getElement ById", + "ĠW ARRANT", + "Ġr ather", + "Ġbuild ing", + "er man", + "lic e", + "Ġquest ions", + "iz es", + "le ge", + "irect ory", + "Ġj e", + "Ġc as", + "pro ps", + "ut f", + "Ġse curity", + "Ġhow ever", + "we ight", + "Ġins ide", + "Ġpres ident", + "Ch ar", + "ĠW ITH", + ".m ap", + "Ġgr aph", + "Ġt ag", + "_st atus", + "Ġat tempt", + "op p", + "us es", + "ĉ const", + "Ġr ound", + ", $", + "Ġfri ends", + "Em ail", + "? >", + "Res ource", + "KE Y", + "os p", + ". query", + "ĠN orth", + "able s", + "ist rib", + "_c lass", + "el lo", + "Th at", + "Ð º", + "pecial ly", + "ĠPres ident", + "Ġcamp aign", + "Ġal t", + "are a", + "Ġch all", + "Ġop port", + ".C on", + "Ġenerg y", + "li ke", + ". string", + "ing ton", + ") *", + "y y", + "Ġprof ession", + "ir th", + "Ġse g", + "æ ľ", + "Ġh or", + "i ers", + "c an", + "Ġbeh ind", + "Pro duct", + "f g", + "ĠS k", + ".j pg", + "? :", + "] ;ĊĊ", + "Ġcall back", + "ĠH ttp", + "Ñ Į", + "l ong", + "M S", + "AT H", + "Ġr aise", + "Ġwant ed", + "row n", + "ut or", + "l t", + "] =", + "el ine", + "M A", + "Ġse par", + "c s", + "se mb", + "D is", + "bs erv", + "ĠW ill", + "Ġpol icy", + "Ġth ird", + "ph one", + "Ġb ed", + "/ g", + ". __", + "ĠIn c", + "iz ing", + ".re move", + "in stance", + ".t ype", + "Ġs erv", + "E ach", + "Ġh ar", + "ĠM essage", + "( key", + "SE LECT", + "P os", + ")) ;čĊ", + "Ġre comm", + "Ġtr aining", + "ĠE nt", + "ĠCh ar", + "ic ht", + "(f ile", + "Ġp rior", + "G ame", + "Ġex it", + "Param s", + ".c ore", + "P C", + "n es", + "anc ed", + "( request", + "P assword", + "} >Ċ", + "Ġm ag", + "Ġre lease", + "Ġsh all", + "ud ent", + "ĠS outh", + "and o", + ": '", + ".Tab Index", + "s k", + "ann er", + "is set", + "Ġout side", + "led ge", + "Ġ å", + "ĠR ob", + "Ġim m", + "! Ċ", + "ĠWe b", + "D es", + "B C", + "anc ial", + "R oute", + "D ec", + "fer ences", + "Ġp urch", + "ĠM odel", + "ct or", + "g n", + "_st art", + "_ un", + ". *", + "is es", + "Ġg round", + "Ġun ique", + "Ġbe aut", + "{ \"", + "Ġp our", + "ĠO ct", + "Ġt ree", + "set s", + "_ res", + "') ->", + "_re g", + "(\" \\", + "Ġby te", + "B l", + "Ġd ating", + "Ġm atter", + "ĠR em", + "Ġ' ../", + "ĠA ug", + "ĠL a", + "Ġ$ (", + "ourn al", + "i am", + "Ġshow s", + "w rite", + "Ġb all", + "Ġsim ply", + "Ġf ast", + "Ġmem ory", + "A SS", + "ĠO f", + "ov ed", + "ant e", + "a ul", + "ist ry", + ")) );Ċ", + "Ġf it", + "< string", + "Ġpolit ical", + "anc el", + "_ .", + "c ard", + ".c urrent", + "o ch", + "_ image", + "\\ t", + "# Ċ", + "( L", + "Ġindu stry", + "com ing", + "Ġex tra", + "Ġreport ed", + ".st art", + "Ġres ources", + "Ġim g", + "fl ow", + "_E X", + "(n ull", + "ĠP re", + "Ġwr ong", + "inter face", + "Param eter", + "n ers", + "á »", + "t ure", + "ers ist", + "oun try", + "Ġseem s", + "al ance", + "de st", + "ĉ String", + "Ġm aint", + "Ġun it", + "act ers", + "ĠT R", + "if ul", + "export s", + "pro ject", + "App lication", + "leg ate", + "Ġt akes", + "ter m", + "Ġet c", + "ust er", + "Ġappe ar", + "add ress", + "Ġf em", + "h s", + "Ġh om", + ", -", + "Ġdiff icult", + "Ġcom ing", + "O pen", + "Ġset tings", + "ĠW ar", + "ĠTh en", + "Ġaut om", + "ĠF oundation", + "Ġqu ite", + "D escription", + "Ġb log", + "i qu", + "P S", + "_f ield", + "J son", + "SS ION", + "ĠS ch", + "ĠL O", + "Ġdes cri", + "Ġevery one", + "Ġpret ty", + "Ġlong er", + "Ġm enu", + "Ġcurrent ly", + "se c", + "Ġrelations hip", + "################ ################", + "ĠM ap", + "as et", + "Ġparam eters", + "Ġcr ush", + "\" čĊ", + "IL ITY", + "ig ration", + "Ġc out", + "t otal", + "Ġn ames", + "nd ef", + "\") ;", + "ri end", + "yn amic", + "Ġeff ort", + "Ġact ual", + "Ġfield s", + "O UN", + "t ers", + "Ġf ix", + "_m odel", + "Ġc ases", + "C A", + "M y", + "Inter face", + "ĠS E", + "] ]", + "al le", + "ĠN ational", + "ĠArray List", + "in line", + ". V", + "ar a", + "ref ix", + "as c", + "Re ader", + "ĠÐ ¿", + "ast ic", + "( ()", + "C l", + ".annot ation", + "Ġperform ance", + "ail y", + ".to String", + ".n et", + "view s", + ". end", + "ay ers", + "l ate", + "ĠA pr", + "ed eral", + "'] )", + ".b ody", + "Ġhigh er", + "_f l", + "c r", + "al ert", + "_n ode", + "ĠG oogle", + "Ġit self", + "A uth", + "urrenc y", + "Ġsignific ant", + "app end", + "Ġres pect", + "str ap", + "Ġun a", + "riter ia", + "P ORT", + ".ap ache", + "Out put", + "Ġpro gress", + "Ġm id", + "ĠM icrosoft", + "Ġres ource", + "ab lish", + "Ġd im", + ". load", + ".A pp", + "Ġd irection", + "Ġadd itional", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ", + "Ġnum bers", + "Ġcompan ies", + ".T h", + "Ġs ound", + "user name", + "Ġstat ement", + "Ġal ert", + "Ġcon tract", + "h ome", + "_l ength", + ".Com ponent", + "e v", + ". Ex", + "ï¼ ļ", + "\" ;", + "ĠH igh", + "Ġ )ĊĊ", + "ĠP oint", + "op h", + "Ġl ines", + "-> _", + "\" )ĊĊ", + "o x", + "app lication", + "Ġ ]Ċ", + "ĊĊĊĊ ĊĊ", + "Ġso on", + "ction s", + "ing er", + "Ġj oin", + "ĠP e", + "Ġ ë", + "Ġl as", + ". E", + "c ss", + "/ or", + "ĠSt art", + "ĠT O", + "Ġsub s", + "con n", + "com ponents", + "DE BUG", + "qu are", + "F unction", + "end ar", + ". index", + "Ġf ill", + "Ä Ļ", + "Ġcho ose", + "h ow", + "ĠAmeric a", + "ass ets", + "-------- ----", + "ĠV alue", + "Ġoff ice", + "Ġv eh", + "Ġtrans form", + "ĠAr t", + "Ġin de", + "Ġf n", + "Ġim plements", + "ang o", + "ple te", + "+ \"", + "t mp", + "am ily", + "Ġhas h", + "miss ions", + "E ST", + "g t", + "Pro vider", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ", + "Ġfl ag", + "Ġpartic ip", + "d en", + "ĠReturn s", + "Ġnot e", + "ü r", + "p m", + "ide os", + "Ġspec ified", + "ĠE N", + "est er", + "ol id", + "Ġup on", + "( std", + "ĉ v", + "Ġ' \\", + "u z", + "Ġv ert", + "Ġv ict", + "ĉ self", + "Ġ\" $", + ". k", + "Ġgroup s", + "g ithub", + "l ang", + "Ġm ut", + "T O", + "Ġv e", + "ĠP lease", + ";ĊĊ Ċ", + "ac cess", + "Ġ{ \"", + "re a", + "Ġr isk", + "ick er", + "og gle", + "ĉ while", + "AN G", + ".s end", + "Ġwom an", + "Ġget s", + "Ġ ign", + "ĠI d", + "_ log", + "ON E", + "Ġe vid", + "ĠH ar", + "_s ub", + "Ġend l", + "Ġinclud ed", + "() );ĊĊ", + "ĠA p", + "ig r", + "Ġs em", + "ĠBl ack", + "d oc", + "_t able", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "- up", + "Ġca use", + "Ġ ..", + "Ġv an", + "_d ict", + "Ġf ocus", + "IN D", + "CE SS", + ".L og", + "Ġmult iple", + "id o", + "Ġreg ard", + "- M", + "and ler", + "our se", + "Ġde g", + ". U", + "Ġadd ition", + "Ġvar ious", + "Ġrece ive", + "е н", + "ĠH T", + "Ob j", + "D F", + "Ġincre ase", + "ĠO pen", + "] ;", + "Ġcomm it", + "? Ċ", + "ateg ories", + "at ory", + "sh ip", + "ĠM ich", + "Ġh tml", + "rom ise", + "Ġle ave", + "Ġstr ateg", + "av en", + "ĠCon sole", + "k nown", + "- n", + "_ LE", + ".com ponent", + "Ġb re", + "S ession", + "i ance", + "Ġal ign", + "typ edef", + "_ result", + "ĠW HERE", + ".s plit", + "Ġread ing", + "FA ULT", + "Ġc lo", + "Ġnot ice", + "_p r", + "ar ter", + "Ġlo ck", + "Ġstand ard", + "et ic", + "ell ow", + "Ġp adding", + "ĠH is", + "Ġst ates", + "_c ast", + "( P", + "a a", + "Ġintern al", + "e an", + "ĠP RO", + "ĠK ey", + "Ġes pecially", + "m ing", + "Ġc ross", + "Ġn ational", + "_ object", + "f ilter", + "Ġs cript", + ". update", + "_ i", + "ĠAss ert", + "/ core", + "%% %%", + "Ġproble ms", + "ist or", + "Ġ. =", + "Ġar ch", + "Ġwrit ten", + "Ġm ilit", + "M ENT", + ". ch", + "ca pe", + "ĠM us", + "_ config", + "ĠA PI", + "fo ot", + "Ġim ages", + "end l", + ". In", + "F irst", + "Ġpl atform", + ".pro t", + "O ption", + "st e", + "ĠT ODO", + "Ġfor ce", + ". cont", + "ĉ echo", + "ĠD av", + "P tr", + "( B", + "R T", + "ĠB ase", + "] ['", + "Ġann ounc", + "con sole", + "ĠP y", + "d s", + ". as", + "Ġpre vent", + "ap an", + "Ġ{ '", + "} '", + "Ġde ad", + "V AL", + "Q UE", + "**************************************************************** ********", + "Ġch arg", + "R eturn", + "Ġf ul", + "d om", + "Ġr ules", + "Ġmod ify", + "Ġe val", + "h am", + "at ement", + "\\ <", + "ul a", + "= False", + "R A", + "Ġcont ains", + "Ġst ack", + "m ar", + "Ġ{ }Ċ", + "Ġund efined", + "A ss", + "ĠCh ina", + "ve y", + "* Ċ", + "Ġplay ing", + ") /", + "act or", + "Ġb ottom", + "li er", + "ĠN umber", + "Ġcou ple", + "D C", + "ĠS O", + "g or", + ".set Text", + "s uccess", + "com mand", + "F ilter", + "ĠO ur", + "_ item", + "Ġc tx", + "Ġro ad", + "V ersion", + "c ase", + "ur t", + "av ior", + "y ch", + "semb ly", + "ĠPro duct", + "Ġh eld", + "a fe", + "Ġinclud es", + "< quote", + "Ġa void", + "ĠF in", + "ĠM od", + "Ġt ab", + "an o", + "à ±", + "ipp ing", + "- e", + "Ġins ert", + "t arget", + "ch an", + ".M odel", + "IM E", + "\\ Ċ", + "Ġm achine", + "av y", + "ĠN O", + "ĠInt er", + "Ġoper ation", + "mod al", + "T ag", + "] :", + "Ġprodu ction", + "Ġare as", + "Ġre n", + "_f rom", + "n bsp", + "Ġoper ator", + "m en", + "app ed", + "_p er", + "z en", + "(\" .", + ".s ave", + "=\" {{", + "Ġt or", + "( response", + "Ġc andid", + "Ġcon v", + "a iled", + "ĠL ib", + "com p", + "ur a", + "ï¿ ½", + "ĠH ere", + "Ġarg ument", + "h ood", + "Ġest ablish", + "ograph y", + "Ġon Click", + "amb da", + "Ġs ch", + "Ġmov ie", + "Ġse c", + "Ġact ivity", + "Ø §", + "Ġs ql", + "_ all", + "inc ip", + "Ġprovid es", + "Ġs ys", + "ack et", + "Ġwas n", + "Ġus es", + "ĠF unction", + ".g oogle", + "ĠRes ult", + "Vis ible", + "ag ma", + "el come", + "ĠS y", + "ĠC ent", + "AL SE", + "ac ión", + "EX T", + "Ġl icense", + "ĠL ong", + "Ġacc om", + "Ġab ility", + ". height", + "Act ive", + "olog ical", + "ol y", + ")) ,", + ".S e", + "Ġparam eter", + "pr ite", + "AB ILITY", + ".s ervice", + "ĠG roup", + "_ query", + "ĠI tem", + "in ing", + "Ġj ud", + "im s", + "f ix", + "ind er", + "ag ram", + "Ġfunction s", + "Ġexper i", + "ĠE m", + "Ġro t", + "Ġp en", + ".b tn", + "ĠA S", + "#if def", + "Ġcho ice", + "ĠP age", + "_P RO", + "Q U", + "å ı", + "ant ity", + " Ń", + "word s", + "Ġread only", + "Ġf lex", + "prot ected", + "ĠAn y", + "Ġchar acters", + "enc ed", + "ĠJ uly", + "il er", + "C ard", + "ur ance", + "Ġre v", + ".e vent", + "al y", + "Ġwon der", + "ĠP ort", + "Ġleg al", + "ro le", + "Ġt en", + "Ġgo es", + "M P", + "wh ite", + "): čĊ", + ")) čĊ", + "Ġre ference", + "Ġm is", + "ĠPro ject", + "ick s", + "> &", + "C ON", + "Ġre pl", + "Ġreg ular", + "St orage", + "ram ework", + "Ġgo al", + "Ġt ouch", + ".w idget", + "Ġbu ilt", + "d es", + "P art", + "( re", + "Ġw orth", + "h ib", + "g ame", + "ĠÐ ²", + "ac ion", + "ĠWh ite", + "(t ype", + "( `", + "Ġn atural", + "Ġin j", + "Ġcal cul", + "ĠApr il", + ". List", + "Ġassoci ated", + "ĉ System", + "~ ~", + "= [", + "Ġst orage", + "Ġby tes", + "Ġtr avel", + "Ġs ou", + "Ġpass ed", + "! =", + "as cript", + ". open", + "Ġgr id", + "Ġb us", + "Ġrec ogn", + "A b", + "Ġh on", + "ĠC enter", + "Ġpre c", + "b uild", + "HT ML", + "ĠS an", + "Ġcoun tries", + "a led", + "t oken", + "k t", + "Ġqu al", + "L ast", + "ad ow", + "Ġman ufact", + "id ad", + "j ango", + "N ext", + "x f", + ". a", + "Ġporn o", + "ĠP M", + "er ve", + "it ing", + "_ th", + "c i", + "= None", + "g s", + "Ġlog in", + "at ives", + "'] );Ċ", + "Ä ħ", + "Ġ ill", + "I A", + "child ren", + "D O", + "Ġlevel s", + "Ġ{ {", + "Ġlook s", + "Ġ\" #", + "To String", + "Ġnecess ary", + "ĠĠĠ Ċ", + "c ell", + "En try", + "Ġ' #", + "Ġext rem", + "Select or", + "Ġplace holder", + "L oad", + "Ġre leased", + "O RE", + "En umer", + "ĠT V", + "SE T", + "in q", + "P ress", + "ĠDep artment", + "Ġprop erties", + "Ġres pond", + "S earch", + "a el", + "Ġre qu", + "ĠB ook", + "/ Ċ", + "( st", + "Ġfin ancial", + "ick et", + "_in put", + "Ġth reat", + "( in", + "Str ip", + "ì Ŀ", + "ç ão", + "Ġevid ence", + ")) ;", + "ĠB ro", + "Ġ[ ];Ċ", + "Ġ ou", + "b uf", + "S cript", + "d at", + "Ġr ule", + "# import", + "=\" /", + "S erial", + "Ġstart ing", + "[ index", + "a e", + "Ġcon trib", + "s ession", + "_ new", + "ut able", + "o ber", + "Ġ\" ./", + "Ġlog ger", + "Ġrecent ly", + "Ġreturn ed", + "č čĊ", + ")) )Ċ", + "ition s", + "Ġse ek", + "Ġcomm unic", + "Ġ\" .", + "Ġuser name", + "E CT", + "D S", + "Ġother wise", + "ĠG erman", + ". aw", + "Ad apter", + "ix el", + "Ġsystem s", + "Ġd rop", + "Ġstruct ure", + "Ġ$ (\"#", + "enc ies", + "ann ing", + "ĠL ink", + "ĠRes ponse", + "Ġst ri", + "Å ¼", + "ĠD B", + "æ Ĺ", + "and roid", + "sub mit", + "ot ion", + "( @", + ".t est", + "ĊĊĊĊ ĊĊĊĊ", + "] ;čĊ", + "Ġdirect ly", + "Ġ\" %", + "r is", + "el ta", + "A IL", + ") {čĊ", + "m ine", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠ", + "( k", + "b on", + "as ic", + "p ite", + "__ _", + "M ax", + "Ġerror s", + "ĠWh ile", + "Ġarg uments", + "Ġens ure", + "R ight", + "-b ased", + "We b", + "Ġ- =", + "Ġint rodu", + "ĠIn st", + "ĠW ash", + "ord in", + "j oin", + "D atabase", + "Ġgr ad", + "Ġus ually", + "IT E", + "Prop s", + "? >Ċ", + "ĠG o", + "@ Override", + "RE F", + "Ġ ip", + "ĠA ustral", + "Ġ ist", + "View ById", + "Ġser ious", + "Ġcustom er", + ".prot otype", + "od o", + "c or", + "Ġdo or", + "ĠWITH OUT", + "Ġpl ant", + "Ġbeg an", + "Ġdist ance", + "() ).", + "Ġch ance", + "Ġor d", + "c ame", + "pr agma", + "Ġprot ect", + "rag ment", + "ĠN ode", + "en ing", + "Ñ ĩ", + "Ġr oute", + "ĠS chool", + "h i", + "Ġne ighb", + "A fter", + "lic it", + "Ġcon tr", + "Ġpr imary", + "A A", + ".Write Line", + "util s", + "Ġb i", + "R ed", + ".L inq", + ". object", + "Ġlead ers", + "un ities", + "Ġg un", + "on th", + "ĠDe v", + "F ILE", + "Ġcom ments", + "_l en", + "ar row", + "am ount", + "R ange", + "s ert", + "Grid View", + "Ġup dated", + "ĠM o", + "Ġin form", + "oci ety", + "al a", + "A ccess", + "Ġh ab", + "Ġc reat", + "_ arg", + "ĠJan uary", + "ĠD ay", + "\") čĊ", + "up le", + "d ocument", + "gor ith", + "m enu", + "ĠO ver", + "b b", + ".t itle", + "_ out", + "Ġle d", + "ur i", + "Ġ? >Ċ", + "r un", + "Ġsc ene", + "( array", + "de vice", + "_t itle", + "ag on", + "] čĊ", + "ab y", + "Ġbe came", + "bo olean", + "Ġp ark", + "ĠC ode", + "up load", + "rid ay", + "ĠSept ember", + "F e", + "Ġs en", + "c ing", + "F L", + "C ol", + "ut s", + "_p age", + "in n", + "Ġim plied", + "al ing", + "Ġyour self", + ".C ount", + "con f", + "Ġa ud", + "_in it", + ". )", + "Ġw rote", + "N G", + ". Error", + "ä »", + ".f or", + "Ġe qual", + "ĠRe quest", + "Ġser ial", + "Ġallow s", + "X X", + "Ġm iddle", + "ch or", + "à ¸", + "erv al", + ".C olumn", + "read ing", + "Ġesc ort", + "ĠAug ust", + "Ġquick ly", + "Ġwe ap", + "ĠC G", + "rop ri", + "h o", + "Ġc op", + "( struct", + "ĠB ig", + "Ġv s", + "Ġfre qu", + ". Value", + "Ġaction s", + "Ġpro per", + "Ġin n", + "Ġobject s", + "Ġm atrix", + "av ascript", + "Ġon es", + ".g roup", + "Ġgre en", + "Ġp aint", + "ool s", + "y cl", + "enc ode", + "ol t", + "com ment", + ". api", + "D ir", + "Ġun e", + "iz ont", + ".p osition", + "Ġdes igned", + "_ val", + "av i", + "ir ing", + "t ab", + "Ġl ayer", + "Ġview s", + "Ġre ve", + "ra el", + "ĠO N", + "r ics", + "n p", + "Ġc ore", + "() );čĊ", + "M ain", + "Ġexp ert", + "ĉĉ čĊ", + "_ en", + "Ġ/ >", + "ut ter", + "I AL", + "ail s", + "ĠK ing", + "*/ ĊĊ", + "ĠM et", + "_ end", + "add r", + "or a", + "Ġ ir", + "M in", + "Ġsur pr", + "Ġre pe", + "Ġdirect ory", + "P UT", + "- S", + "Ġe lection", + "h aps", + ".p re", + "c m", + "Val ues", + "Ġ\" Ċ", + "c olumn", + "iv il", + "Log in", + "in ue", + "Ġbeaut iful", + "Ġse cret", + "(e vent", + "Ġch at", + "um s", + "Ġorig in", + "Ġeffect s", + "Ġman agement", + "ill a", + "t k", + "Ġset ting", + "ĠC our", + "Ġmass age", + "ĉ end", + "Ġhapp y", + "Ġfin ish", + "Ġc amera", + "ĠV er", + "ĠDem ocr", + "ĠH er", + "( Q", + "con s", + "it a", + "Ġ' .", + "{ }", + "ĉ C", + "Ġst uff", + "Ġ :Ċ", + "ĠA R", + "T ask", + "h idden", + "er os", + "IG N", + "at io", + "ĠHe alth", + "ol ute", + "Ent er", + "' >", + "ĠT witter", + "ĠCount y", + "s cribe", + "Ġ= >Ċ", + "Ġh y", + "f it", + "Ġmilit ary", + "Ġsa le", + "re quired", + "n on", + "boot strap", + "h old", + "r im", + "- old", + "ĠD own", + "Ġm ention", + "cont act", + "_g roup", + "od ay", + "Ġto wn", + "Ġsol ution", + "u ate", + "ell ing", + "] ->", + "ot es", + "ent al", + "om en", + "osp ital", + "ĠS up", + "_ EN", + "Ġsl ow", + "SE SSION", + "Ġbl ue", + "ag o", + "Ġl ives", + "Ġ ^", + ". un", + "in st", + "en ge", + "Ġcustom ers", + "Ġc ast", + "ud get", + "ï¼ ģ", + "ic ens", + "Ġdeter min", + "Se lected", + "_ pl", + "ue ue", + "Ġd ark", + "// ĊĊ", + "s i", + "ther n", + "ĠJ apan", + "/ w", + "P U", + "ĠE ast", + "ov ie", + "Ġp ackage", + "Ġn or", + "Ġap i", + "b ot", + "\" ];Ċ", + "_p ost", + "ul ate", + "Ġcl ub", + "') );Ċ", + "Ġlo op", + "PI O", + "ion e", + "sh ot", + "In itial", + "Ġplay ed", + "reg ister", + "rou ght", + "_m ax", + "ac ement", + "m atch", + "raph ics", + "A ST", + "Ġexist ing", + "Ġcomple x", + "D A", + ".C h", + ".com mon", + "m o", + "Ġ' ../../", + "it o", + "Ġanal ysis", + "Ġdel iver", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ", + "id x", + "à ł", + "ong o", + "ĠEng lish", + "< !--", + "Ġcomput er", + "EN SE", + "Ġp as", + "Ġr ais", + "H ash", + "Ġm obile", + "Ġo wner", + "F IG", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "th es", + "Ġat tr", + "w d", + ".t ime", + "aw n", + "Ġtreat ment", + "ĠA c", + ". View", + "im pl", + "m ore", + "p ass", + "Ġh a", + ".f rom", + "Ġle ading", + "FF FF", + "( error", + ". ui", + "at ar", + "ad ers", + "d ates", + "Ġz u", + "Ġfl ow", + "T arget", + "Ġinvol ved", + "Ġi o", + "par se", + "$ _", + "he st", + ". int", + "- item", + "as y", + "S p", + "Ġsh ift", + "N T", + "Ġt f", + "_T R", + ". web", + "C S", + "Ġ} )", + "Ġey es", + "_ z", + "' );čĊ", + "if orn", + "Ġ{ @", + "Ġn ice", + ".l ist", + "ĠĠĠĠ čĊ", + "Ġf loor", + "Ġred irect", + "ĠU K", + "( ['", + "Ġw ish", + "Ġcap t", + "leg al", + "ĠI O", + "Ġst age", + ". String", + "ĠA fr", + "ig en", + "ĠS H", + "De lete", + "ell s", + "Ġsol id", + "Ġmeet ing", + "Ġwork ed", + "Ġed itor", + "in y", + "Ð ¼", + "_ read", + ". Id", + "e ff", + "Off set", + "ch a", + "US ER", + "ĉĉ ĠĠĠ", + "ipp ed", + "Ġd ict", + "ĠR un", + ".h pp", + "Ġan g", + "x ml", + "im ple", + "Ġmed ical", + "_t oken", + "con nect", + "Ġh our", + "Ġcont roller", + "_m essage", + "U ID", + "G r", + "and ed", + "_C H", + "Ġbook s", + "Ġspe ak", + "am ing", + "Ġm ount", + "Rec ord", + "ĉ struct", + ".W eb", + "ond on", + "Ġ// Ċ", + "Ġf elt", + ".A uto", + "id ge", + "_p os", + "P R", + "Ġmod ern", + "C ollection", + "_m sg", + "C D", + "ĠL o", + "Ġsecond s", + "ib ly", + ".e quals", + "Ġintern ational", + "# pragma", + "oo th", + "W riter", + "i ate", + "Ġce le", + "ĠB it", + "iv o", + "iv ery", + "r d", + "HE CK", + "Ġc ache", + ".c ount", + "Ġro ll", + ".Re ad", + "RE D", + "Ġset up", + "izont al", + "model s", + "arg v", + "Ġconsider ed", + "=\" ../", + "set tings", + "ĠR el", + "Ġgrow th", + "Ġm ix", + "ĠWash ington", + "Ġpl t", + "ĠI M", + "á º", + "Ġturn ed", + "ĠDate Time", + "ĠW ed", + "( url", + "Ġ\" -", + "Ġlet ter", + "As ync", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠ", + "ĠOct ober", + "_l ine", + "Ġatt ention", + "Ġcol lect", + "ĠH ash", + "Ġim ag", + "T ree", + "Ġsit uation", + "et te", + "_n o", + "IV E", + "Ġv on", + ".t arget", + "Ġknow ledge", + "Ġdr ive", + ".p ost", + "Ġb lood", + "Ġc it", + "pr imary", + "Ġconfig uration", + "te e", + "Ġph oto", + "is ode", + "Tr ace", + "Ġg ave", + "Ġsh ot", + "ĠA ir", + "Ġm other", + "pr ice", + "Ġmor ning", + ")) {Ċ", + "- x", + "Ġtr ade", + "Ġdes c", + "Ġ&& Ċ", + "Ġparent s", + "A pi", + "å Ī", + "t ed", + "w er", + "Ġ æ", + "Ġs y", + "ĠK e", + "Par ser", + "å ħ", + "anc y", + "Ġpie ce", + "iforn ia", + "to String", + "r an", + "id ing", + "PT ION", + "com es", + "/ lic", + ".c lient", + "E l", + "L ong", + "Ġprofession al", + "ru pt", + "v a", + "Ġcomplet ely", + "Ġpract ice", + "Ġse lection", + "R em", + "in i", + "Ġc am", + "RE E", + "Ġsit es", + "p a", + "AT US", + "Ñģ ÑĤ", + "arr ant", + "* (", + "_ KEY", + "ĠB utton", + "ĠF riday", + "se qu", + "Ġre ader", + "Ġm essages", + "è ¯", + "Ġbu f", + "K e", + "Ġn ov", + "H P", + "M sg", + "al ign", + "ar ily", + "Ġ' ,", + "_w ith", + "Ġd as", + "Ġhe ard", + "at omic", + "ri al", + ") [", + "Ġdis e", + "@ end", + "Ġg old", + "Ġf air", + "Ġsa les", + ". Button", + "str ict", + "s ave", + "Ġme asure", + "Ġ\" +", + "ec ause", + "View Controller", + "ĠT able", + ".p aram", + "Ġdec ided", + "(( (", + "IN FO", + "Ġopport unity", + "T e", + "IC ENSE", + "cc ording", + "k i", + "ĠU N", + "Ġcont ain", + "Ġman ager", + "Ġp ain", + "ĠF ire", + "rom e", + "Ġpl ans", + "F ound", + "l ay", + "ĠDec ember", + "Ġinfl u", + "à º", + "ren ch", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ġ", + "az ing", + "b rief", + "c all", + "wo od", + "Ġload ed", + "Ġgr and", + "/ f", + "im p", + "_ U", + "ST R", + "âĢ ¢", + "Ġcred it", + ".C olor", + "or ge", + "QUE ST", + "Ġdiffer ence", + "ĠP C", + "w args", + "Ġp ub", + "und ay", + "Ġf ra", + ".m ax", + "Ġtri ed", + "ann els", + "s end", + "Ġreport s", + "Ġad ult", + "ä º", + "Ġcons ist", + "ĠSt reet", + "ĠPro gram", + "S QL", + "M atrix", + "ounc il", + "- A", + "ĉ w", + "Ġwho se", + "Ġrel ig", + "ĠS ex", + "Ġg ives", + "n one", + ".m essage", + "( G", + ".aw t", + "- right", + "ĠNov ember", + "ell ig", + "ut ive", + "Ä ĥ", + "over n", + "Ġeas ily", + "Ġide as", + "ĠÐ ½", + "/c ss", + "ly ing", + "el le", + "C an", + "_c olor", + "оР²", + "Ġp air", + "ng th", + "Ġs plit", + "d rop", + "art y", + "on a", + "Ġcap ital", + "Ġhe ar", + "Ġex ists", + "ĉ log", + "em o", + "R un", + "o i", + "Ġpar ser", + "ĠM ethod", + "Ġeduc ation", + "[ k", + "Ġlib rary", + "> \";Ċ", + "_ UN", + "ĉ std", + "od ed", + "Ġcall s", + "h ere", + "R el", + "Ġbr and", + "back ground", + "g a", + "_add ress", + "_param s", + "C ategory", + "ĠInd ia", + "_e vent", + "Ġ ing", + "R ender", + ".c l", + "ump y", + "Ġp et", + "F C", + "ĠA nt", + "Ex t", + "Ġchar ge", + "en ed", + "gr ad", + "E O", + "Ġdep end", + "Ġ .ĊĊ", + "fr ame", + "Ġd f", + "Ġh uge", + "ĠP ART", + "ed s", + "; ;", + "ĠA M", + "Ġbas ic", + "ĠL et", + "lic h", + "Ġar m", + "Ġst ar", + "Ġf ederal", + "W ork", + "Ġcar ry", + "ĠIs rael", + "( obj", + "={ {", + "Ġs aved", + "Ġs yn", + "Ġconst ant", + "V ENT", + "Ġpos itive", + "Ġcon duct", + "Ġsk in", + "Ġear lier", + "Ġl ayout", + "ĠI P", + "O UR", + "Ġt im", + "styles heet", + "_ cl", + "ĠC ard", + "++ ){Ċ", + "Ġtem per", + "ĠDav id", + "ĉ try", + ".d art", + "Ġwant s", + "Ġp icture", + "Ġv ideos", + "ĠCom m", + "is ions", + "_M AX", + "M apping", + "- content", + "ĠE ar", + "- de", + "Ġpre m", + "br uary", + "Ġcom ponents", + "Ġthrough out", + "Ġp ull", + "Ġp ages", + "ent e", + "res pond", + "Ġg as", + "cript or", + "Ġed ge", + "Ġb ound", + "A CT", + "**** **", + "Ġcre ating", + "ĠC H", + "Ġnull ptr", + "B r", + "+ '", + ".c o", + "> ::", + "Ġle arning", + ".L ength", + "_S H", + "Ġpat ients", + "A IN", + "Ġk ids", + "Ġcom fort", + "Ġsh own", + "ug ins", + "ĠB ack", + "ell a", + "_C L", + "Ġl at", + "Ġdis patch", + "Ġclass es", + ". at", + ".b egin", + "Ġsuccess ful", + "b an", + "Ġobt ain", + "ĠS l", + "Ġl ack", + "iter ator", + "Th read", + "(s ize", + "Ġn one", + ".h as", + "_ X", + "s ort", + "n ap", + "p et", + "b in", + "ĠCan ada", + "The y", + "Ġd ans", + "ĠM at", + "< td", + "Ġh air", + "Ġ' ',Ċ", + "Ġc u", + "Ġlaw s", + "let ed", + "p ed", + "Ġp ow", + "Ġk new", + "_C OM", + "_ ,", + "ĠM ag", + "id ents", + "( req", + "Ġ ),", + "- center", + "Ġw ide", + "ĠA uthor", + "st ants", + "Ġjob s", + "Ġm ath", + "et imes", + "Bo olean", + "Ġs cope", + "_ is", + "Ġme as", + "Ġkey s", + "el ay", + "Ġexact ly", + "'=> '", + "ĠP aul", + "m as", + "ĉ print", + "(l en", + "f d", + "Ġ) ;", + ". Event", + "q li", + "ir it", + "ield s", + "om an", + "ĠT op", + "Ġv ote", + "Ġm ask", + "Ġthem e", + "- Ċ", + "Ġpro ps", + "Ġf ine", + "Ġwrit er", + "_ offset", + "c ar", + "Ġal tern", + "Ġc opyright", + "Ġdest roy", + "pp er", + "Ġgener ate", + "pp ed", + "âĢĻ d", + "ĠĠĠĠĠĠ Ċ", + "m ake", + "ĠSh ow", + "Ġb rowser", + "Ġfavor ite", + "Ġcare er", + "Ġhappen ed", + "( char", + "Ġrecomm end", + "Ġl iter", + ".f ilter", + "gr ade", + "Ġ £", + "Ph one", + "om s", + "Ġn amed", + "- label", + "ip o", + "ĠO ther", + "Ġp anel", + "Ġro ck", + "S cale", + "ĉ assert", + "Ð ´", + "Ġtr ust", + "fr ont", + "Ġdem on", + "A r", + "N et", + "Ġecon omic", + "foot er", + "Ġr ace", + "(n ode", + "ĠO ption", + "s plit", + "Ġphys ical", + "if est", + "Ġrem oved", + ". http", + ")) ,Ċ", + "Ġlook ed", + "' ;", + "d ing", + "g est", + "atur day", + "/lic enses", + "Pr ice", + "Ġd ro", + "Ġto wards", + "Ġun s", + "ĠC L", + "ĉ static", + "Ġ rows", + "Ġdef ine", + ".re place", + "Ġf ather", + "ĠDes ign", + "ass ign", + "m ut", + "De vice", + "D id", + "') )Ċ", + "omet ry", + "ay load", + "Ġh istor", + "ĠP aram", + "ĠBo olean", + "Ġn ature", + "Ġj s", + "Ġn ation", + "i h", + "Ġdis cover", + "se m", + "Hand le", + "ĉ r", + "ĠTe chn", + "Ġw all", + "{ $", + "@ property", + "Ġ\" ../", + "Ġex am", + ".d raw", + "opp ing", + "Ġnear ly", + "Ġco ol", + "Ġinde pend", + "RE S", + "Ġhand ler", + "ĠMon day", + "Ġs un", + "St yles", + "ous ly", + "Ġ ĉ", + "v est", + "D isplay", + "( y", + "atic ally", + "Ġpred ict", + "y ing", + "Ġsom etimes", + "\" ]Ċ", + "Ġdr ink", + "Ġb ul", + "ific ations", + ". insert", + ".re g", + "Ġtest s", + "Al ignment", + "Ġal leg", + "Ġat tribute", + "ĠN ote", + "Ġmy self", + "art s", + "N ow", + "Ġinterest ing", + "li ents", + "Ġpop ulation", + "ĠCal ifornia", + "\" I", + "å ¹", + "Ġgre ater", + "ues day", + "Ġth ous", + "Ġcost s", + "Ġla unch", + "\\ Http", + "k er", + "b and", + "ĠPl ay", + "Ġb and", + ".sh ape", + "es ome", + "art icle", + ".r f", + "Ġw er", + "á s", + "em bers", + "us r", + "B A", + "ic an", + "et t", + "valid ate", + "ult i", + "Ġimmedi ately", + "z er", + "Ġfig ure", + "o es", + "ell er", + "irc le", + "ĠS ign", + ".d b", + "Ġr ank", + "By tes", + "Ġproject s", + "_re c", + "UL AR", + "A PI", + "ĠL ine", + "P ort", + "Ġp oll", + "Ġg iving", + "id ence", + "-- Ċ", + "Ġpl ot", + "ic ial", + "Ġw arrant", + "IT ION", + "ĠD ouble", + "Ġbill ion", + "gorith m", + "Ġequ ipment", + "D ATE", + "Ġ@ \"", + "E E", + "Ġp le", + "i ation", + "Ġhead ers", + "Ġpro ced", + ".Component Model", + "ĠOb ama", + "Ġp a", + "ĠB est", + "im ately", + ".get String", + ". \\", + "mp loy", + "Ġr aw", + "_b lock", + "und red", + "\" },Ċ", + ".Group Layout", + "Ġb rought", + "NS String", + "th row", + "cre ated", + ".N ew", + "_ view", + "C P", + "ep s", + "O p", + "Ġgr atis", + "Ġ' \"", + "Ġinter view", + "\"\" \"Ċ", + "Ġpart ial", + "Ġa ria", + "b ing", + "A uthor", + "Bo ok", + "ĠP at", + "um an", + "Us ers", + "pl us", + "ĠD irect", + "ven ue", + "al pha", + "UC CESS", + "ĠC all", + "Ġ );čĊ", + "im ated", + "Ġrem ain", + "Ġant i", + "ĠL ondon", + "Ġsaf ety", + "PO SE", + "o les", + "cont roller", + "By te", + "ĠCour t", + "ĠPh il", + "ĠAss oci", + "en a", + "å IJ", + "_ST R", + "co in", + "resh old", + "Ġb atch", + "_C lick", + "entic ation", + "> ';Ċ", + "ent y", + "Ġbegin ning", + "Ġz ero", + "ĠCon vert", + "Ġt err", + "Ġp aid", + "Ġincre ased", + "c atch", + "-s ize", + "act ivity", + "e quals", + "Ġque ue", + "Ġ\" '", + "ĠIntern ational", + "Ġf ür", + "urs day", + "Ġsc ient", + "all ow", + "ax is", + "Ġapp ropri", + "ed ge", + "Ġid x", + "S uccess", + "ent ifier", + ": \\", + "x is", + "Ġmax imum", + "ark s", + "Ġb irth", + "( index", + "Ġmay be", + ".p y", + "file s", + "Ġlim ited", + "_ check", + "lo ok", + "pl ies", + "Ġmov ement", + "'] .", + "Ġbro ad", + "ĠB E", + "ĠUn ityEngine", + ".c pp", + "ĠE very", + "Ad min", + "Ġf ans", + "p ared", + "Ċ ĠĠĠĠĊ", + "Ġfore ign", + "Ġp an", + "Ġt our", + "ĠOr der", + "Ġmov ing", + "Ġa uf", + "C all", + "c b", + "Å Ł", + "vent ory", + "ĠS ql", + "Ġful ly", + "Click Listener", + "W ORD", + "Ġannounc ed", + ") čĊčĊ", + "Ġagre ed", + "ri e", + "Ġe arn", + "_l ink", + ". array", + "(t ext", + "Ġmaterial s", + ", p", + "ff ff", + "v g", + "Ġ ©", + "Ġun less", + "aj ax", + "LO G", + "Ġsex ual", + "Ġ\\ \"", + "- time", + "Ġco ach", + "Ġsupport ed", + "Ġphot os", + "if orm", + ".C reate", + ") ]", + "ri er", + "Ġd ialog", + "av er", + "ig e", + ") +", + "_id x", + ": [", + "_m in", + "ĠC ong", + "Ġpress ure", + "Ġteam s", + "S ign", + "b egin", + "ri an", + "NE SS", + "L S", + "Ġimpro ve", + "ĠS unday", + "Ġdef inition", + "ig er", + "roll ers", + "Ġthink ing", + "T emplate", + "- F", + "Ġem erg", + "pl ates", + "ĠUS A", + ".set State", + "ĠAl so", + "re v", + "Ġen able", + "ĠC O", + "PE CT", + "Ġcon cept", + ") -", + "ĠâĢ ¢", + "Ġset s", + "Ġmean ing", + "em on", + "ĠCon s", + "c mp", + "ed er", + "ann ed", + "icens ed", + "ĠS uper", + "Ġd aily", + "Ġmult i", + "_ u", + "Ġchall eng", + "_m ode", + "ĠP romise", + "Ġstr ict", + "j o", + "int on", + "( list", + "On ly", + "> {", + "Ġveh icle", + "í ķ", + "ĠPl ayer", + "ĠD el", + "Ġp ool", + ". url", + "nes day", + "();čĊ čĊ", + "Ġ\" );Ċ", + "L ocal", + ". \");Ċ", + "Ġorgan ization", + "re nder", + "ĠApp lication", + "Ġsum mer", + "ex pected", + "N A", + "Ġr ap", + "_ obj", + "Ġsur face", + "ĠP UR", + "Ġ}, ĊĊ", + "Ġvariable s", + "(m essage", + "Ġop in", + ".b ack", + "а н", + "Ġwork ers", + "v m", + "C o", + "ught er", + "Ġm aster", + "Ġ\" \",", + "Ġst ories", + ". User", + "Ġcele br", + "ines e", + "B S", + "ĠCom mand", + "ash board", + "Ġo g", + "k g", + ". image", + ".st yle", + "Ġstep s", + "ĠB en", + "( args", + "ĠP erson", + ", y", + "Ġofficial s", + "| Ċ", + "Ġsk ills", + "v c", + "Ġbuild er", + "Ġg ar", + "A ccount", + "ĠA uth", + "ç Ķ", + "'] )Ċ", + "ĠA T", + "n n", + ". Int", + "SS ERT", + "Ġeffect ive", + "LE TE", + "Ġto ols", + "AR D", + "Ġdig ital", + "D ouble", + "ĠF ind", + "R C", + "Ġin line", + "/ r", + "AR AM", + "AS K", + "Ġint ent", + "a ight", + "_add r", + "Ġrequest s", + ".f irst", + "Ġde bug", + "Ġsp ent", + "() ));Ċ", + "Å Ľ", + "Ġpr incip", + "Log ger", + "clud es", + ". use", + "Ġsur v", + "med ia", + "ĠFe bruary", + "ĠM ac", + "Ġmiss ing", + "Ġw ife", + "Ġtalk ing", + "ĠM ake", + "Ġc art", + "Ġloc ated", + "E nc", + "- a", + "ch ron", + "Ġc ards", + "Ġgu y", + "Ġp ers", + "ĠY es", + "ate ver", + "ĠA ng", + "ol ar", + "ĠE ven", + "Ġacc ur", + "ĠP ower", + "ĠG old", + "c lear", + "Pro cess", + "Ġrec ords", + "Ġk illed", + ".c lear", + "ĠWARRANT IES", + "Ġpur pose", + "pan el", + "J ECT", + "ÃŃ a", + "Ġex erc", + "W S", + "/ L", + ". exports", + "Ġ__ _", + "Ġs in", + "S ervlet", + "Ġd é", + ".de lete", + "ro ke", + "S l", + "ug h", + "ear s", + "Ġpoint er", + "Ġh op", + "all ery", + "Ġo bs", + "co very", + "ĉ char", + "ĉĉĉĉ ĉĉĉĉĉĉ", + "ĉ def", + "oc ity", + "itch en", + "ul ations", + "ĠF IT", + "Ġ ).", + "straint s", + "vent ion", + "Ġrequ ires", + "ĠO per", + "M E", + "OUN T", + "al let", + "Ġn orm", + "I RE", + "ex as", + "Ġprogram s", + "Ġwe ak", + "' .$", + "u ing", + "ĉ ĠĠĠĠĠĠĠ", + "Ġm il", + "Ġf irm", + "init ely", + "_VAL UE", + "ap se", + "atis f", + "Ġdem and", + "_m od", + "Ġdescri bed", + "Ġpl aces", + "V ID", + "Ġal one", + "Ġex port", + "Ġv ec", + "ĠM ax", + "Ġactiv ities", + "ict ures", + "g ener", + "Ġm a", + "Ĥ ¬", + "Ġexpress ion", + "C allback", + "_ content", + "ĠM ost", + "Ġtest ing", + "E C", + "CH ANT", + "Ġad just", + ".Th reading", + "( ctx", + "Ġag ree", + "ig hest", + "Ġu i", + "ĠL aw", + ". Y", + "> ĊĊ", + ".ex ample", + "ber g", + "Ġmov ed", + "ĉ e", + "ĠS aturday", + "Ġpay load", + "Ä ĩ", + ") :ĊĊ", + "Ġbe y", + "ur er", + "< script", + "Ġs ymbol", + "Ġass um", + "Ġp ul", + "E ffect", + "Ġh undred", + "To ol", + "ak ed", + "con nection", + "Ġvo ice", + "Ġp d", + "Ġtrans action", + "Ġlink s", + "E rr", + "ĠInd ian", + "T C", + "atal og", + "n i", + "s ign", + "<< \"", + "j i", + "y a", + "Ġdemon str", + "ul ated", + ". St", + "Ġinst it", + "Ġbo ost", + "Ġcell s", + "ol ic", + ".P ro", + ": ,", + "\"> \\", + "Ġth us", + "ĠReg ister", + "h ol", + "ĠCh inese", + "Ġpost ed", + "Ġm agn", + "ab ilities", + "Ġdise ase", + "Ġrem ains", + "ĠPro f", + "- form", + "Ġc in", + "org an", + "ic ate", + "Ġst ress", + "] *", + "Ġ ----------------------------------------------------------------", + "_ context", + "or ry", + "Ġd ied", + "m at", + "Ġstart s", + ".M essage", + "Ġrun s", + "Ġgu ide", + "Ġwarrant y", + "ential s", + "d ict", + "ĠS ize", + "ul er", + "Ġrespons ible", + "_SE T", + "Ġcont aining", + "ĠPr ice", + "| |", + "F S", + "Ġem p", + "_b utton", + "( uint", + "Ġsu ff", + "p th", + "Ġdef initely", + "put e", + "Ġmarket ing", + "ĠW H", + "ĠS ie", + "+ =", + "OL OR", + "Ġcons ult", + "Ġs igned", + "Ġse quence", + "le e", + "Ġrequire ments", + "h y", + "Ex press", + "M T", + "se y", + "Ġ ult", + "å ®", + "ellig ence", + "Ġanal y", + "Ġd ress", + "eng ine", + "ĠG reat", + "ĠAnd roid", + "ĠA lex", + "m ode", + "D ictionary", + ".D ate", + "ä ½", + "V ICE", + "Ġfam ilies", + "ĠRuss ian", + "ĠT imes", + ".c all", + "$ (", + "Pro file", + "Ġf older", + "ch es", + "Ġleg is", + "_ row", + "un es", + "Ù Ħ", + "Ġ} ).", + "Ass ert", + "ag en", + "ĠH and", + "I ter", + "Ġbig gest", + "ore ach", + "Ġpol ic", + "Ġper missions", + "Ġshow ed", + "ĠE lement", + "Ġtop ic", + "âĢĶ âĢĶ", + "ro ad", + "ĠB ank", + "rec ord", + "Ġpart ners", + "ĠR ef", + "ess ions", + "Ġass ess", + "U ST", + "ĠPart y", + "pro du", + "L C", + "Ġ ul", + ". form", + "h ide", + "c opy", + "UT F", + "ĠSO FTWARE", + "čĊčĊ čĊ", + "ĠL in", + "un a", + "ug ar", + "Ġadmin istration", + "Ġopen ing", + "Ġsc an", + "Ġcontin ued", + "com ponent", + ".s p", + "Ġhapp ens", + "um my", + "ĠP R", + ".F ile", + "ĠDown load", + "Lo ading", + "d i", + "Ġwait ing", + "_A DD", + "T ab", + ".query Selector", + "Ġecon omy", + "ĠF rench", + "t xt", + "Ġf ant", + "_ ;Ċ", + "H older", + "S H", + "Ġn umpy", + "Ġst reet", + "Ġm ale", + "\\ Model", + "ang ing", + "ĠB ill", + "Ġprevious ly", + "B I", + "ĠSec ret", + "Ġm ist", + "ĠF ield", + "up s", + "ĠPro cess", + "Ġke pt", + "ĠO T", + "Ġtrad itional", + ". i", + "am in", + "Ġhelp s", + "An y", + "orig in", + "ilt ers", + "j u", + "d esc", + "ĠA ccount", + "Ġ) čĊ", + "k top", + "ol ly", + "Ġf s", + "Ġ ê", + "Ġ ut", + "Ġcent ral", + "(t est", + ".A n", + "Ġs atisf", + "G R", + "ĠF ull", + "Ġhe at", + "ib er", + "Ġon to", + "m os", + "S chema", + "Ġfact ory", + "\" .$", + "aw s", + "St atement", + "(t arget", + "ĉ new", + ".b e", + "Ġg uest", + "Ġm al", + "AR Y", + "Ġre ached", + "Ġm ouse", + "Ġchall enge", + "ĉd ouble", + "ĠT em", + "Ġt error", + "Ġex tract", + "_T O", + "Ġsepar ate", + "Ġm ir", + "h elp", + "Ġcap acity", + "ĠProp erty", + "k an", + "_c reate", + "ĠL ight", + ".p arent", + "Ġunderstand ing", + "Ġeas ier", + "Ġ| =", + "Ġen h", + "Ġf at", + "Ġprot est", + "am m", + "_ AT", + "- of", + "il s", + "ĠO h", + "Ġps ych", + "Ġ$ .", + "ind s", + "Ġrel ative", + "sh op", + "sh ort", + "ĠS and", + "uest ion", + "Ġf ear", + "/ ĊĊ", + ". context", + "Ġschool s", + "Ġser ve", + "z one", + "_d b", + "Ġmajor ity", + "ex ample", + "Ġl ang", + "ĉ ĠĠ", + "Reg ister", + "end o", + "Ġprocess ing", + "_t emplate", + "- user", + "Ġe g", + "C OM", + "ĠBl ue", + "i ro", + "Ġrem ote", + "ĠI T", + "#! /", + "Ġred istrib", + "ra z", + "ĠS ince", + "ĠT ur", + "Back ground", + "== =", + "Ġref lect", + "Ġpro s", + "c md", + "Ġwh om", + "Com pat", + "ĠA re", + "Id entifier", + "ĠTh om", + "_ port", + "g u", + "Ġmon itor", + "r m", + "Ġpat ient", + "ver ter", + "Ġg ain", + "- ui", + "In st", + "Ġd ies", + "A rea", + "_f ilter", + "Ġgr at", + "Ġreal ity", + "ord inate", + "ol ved", + "Cont act", + "Ġcompl iance", + "_ or", + "ĠV ar", + "d l", + "Ġapp end", + "G ER", + "(m ax", + ".re nder", + "Ġd ynamic", + "ordin ates", + "_ options", + "_c olumn", + "Ġb atter", + "s pace", + "L a", + "ĠS ource", + "/b in", + "Ġd os", + "ĠBo ard", + "ĠTh read", + "ĠA L", + "( config", + "ĠM er", + "Ġm iles", + "_ header", + "ETH OD", + "iz z", + "Ġbenef it", + "Ġinteg r", + "(c urrent", + "ul o", + ". default", + "ĠD iv", + "Ġt on", + "o th", + "erv ation", + "ed om", + "Ġb aby", + "ce ived", + ".t op", + "rior ity", + "ĠL ocal", + "ri age", + "Ġattack s", + "Ġh ospital", + "Ġfem ale", + "ĠLog in", + "ĠFl or", + "Ġch ain", + "ash ion", + "Text ure", + "S ave", + "Ġf arm", + ".cont ains", + ".T est", + "Ġknow s", + "Ġgener ally", + "ip eline", + "Ġme ant", + "enc ia", + "Ġn icht", + "Ġcont ents", + "P M", + "ched ule", + "( line", + "C G", + "j ob", + "ĠRe al", + "u er", + "f irm", + "Ġ Ø", + "et ro", + "\" `Ċ", + "Ġspe ech", + "Ġth r", + "fore ach", + "Ġw arn", + "ĉ l", + "Ġhe avy", + "< li", + "N e", + "Ġinvestig ation", + "M ath", + "- title", + "Ġch urch", + "Ġdes pite", + "ch ain", + "Ġwh atever", + "ar ian", + "f n", + "Ġm eta", + "} )ĊĊ", + "U FF", + "Ġregard ing", + "_S UCCESS", + "m es", + "ĠInt ent", + "Ġres olve", + "pos s", + "ir a", + "for ce", + "o ice", + "à ¢", + "Ġp m", + "Ġup dates", + "A rr", + "Ġ Ñ", + "test ing", + "Ġto ward", + "nt ax", + "ë ĭ", + "Ġlist en", + "Ġgo als", + "Instance State", + "D r", + "Ġr are", + "Ġtr ail", + "Ke ys", + "C al", + "C ar", + "ĠPe ople", + "ĉ local", + "class es", + "Re ference", + ".for Each", + "em b", + "act iv", + "Ġpr im", + "red ict", + "Ġr ad", + "æķ °", + ".B ack", + "Ġsp read", + "Ġc lock", + "Ġv ir", + "ed itor", + "Ġeffort s", + "Ġbr anch", + "Ġind ust", + "Ġmot or", + "Ġam b", + "Ġdat etime", + "Ġren cont", + "ĠChrist ian", + "ĠAmeric ans", + "f ull", + "Ġf mt", + ".m ain", + "Ġca used", + "_ update", + "ĠCont ent", + "AT CH", + "Ġb ath", + "ĠE ach", + "Ġr adio", + "ach ment", + "uz z", + "Sub mit", + "Ġre strict", + "ab in", + "ĠL oad", + "Ġext ension", + "Ġess ay", + "Ġh at", + "avi our", + "to Be", + "\": [", + "Ġoffer ed", + "Ġv ill", + "(d ouble", + "æĹ ¥", + "b c", + "_f ree", + "ĠM iss", + "ĠB er", + "Ġ è", + "ĠL ike", + "Ġhelp ed", + ".get Name", + "_ AL", + "Ġsp irit", + "ĠAp ache", + "w s", + "Ġthere fore", + "( params", + "_ img", + "Ġpe ace", + "Ġinc or", + "ĠEX PECT", + "Ġmin or", + "ip es", + "ĉ data", + "select or", + "c ity", + "tr ie", + ".b ase", + "_f rame", + "Ġopen ed", + "/ json", + "L Y", + "n u", + ".D e", + "t f", + "m argin", + ".P arse", + "Ġp i", + "Ġe q", + "b d", + "Field s", + "ĠT ree", + "Ġb an", + "ist an", + "Ċ ĠĠĠĠĠĠĠĠĊ", + "ĉg l", + "Ġprodu ced", + "s ystem", + "M ark", + "_h ash", + "Ġb g", + "Ġconst it", + "ĠLe ague", + "Ġmiss ion", + "_ format", + "([ Ċ", + "clus ion", + "! \"", + "Ð ·", + "b reak", + "ĉs witch", + "Ġth er", + "Trans form", + "Ġfoot ball", + "- link", + "r oute", + ". auth", + "Ġb ag", + "ov ers", + "Ġen abled", + "Ġr ac", + "( I", + "C R", + "anc ing", + "Ġman aged", + "_ q", + "NG TH", + "Ġm ac", + "ĠA uto", + "ament e", + "Ġ' ',", + ".App end", + "Ġp in", + ". item", + "ack ing", + "Ġocc as", + "p erson", + "Ġt i", + ".Re g", + "Ġh aven", + "Ġg lass", + "Ġ\" )", + "_ char", + "res ource", + "Ġep isode", + "Ġ' _", + "ĠE s", + "ĠEar th", + "Âł Âł", + "UP DATE", + "ĠS ou", + "u is", + "t ypes", + "Ġm as", + "Ġf av", + "Ġcon struct", + "_r ate", + "er as", + "Ġ| Ċ", + "rop erties", + "Ġext ernal", + "Ġap plied", + "Ġpre fix", + "ot ed", + "l ers", + "Ġc old", + "ĠS P", + "ĠCh urch", + "ĠOut put", + "los ed", + "ç ļ", + "ific ate", + "oper ation", + "her it", + "x FF", + ". env", + "_ err", + "os h", + "D irection", + "C ancel", + "ĠFr ank", + "Ġfind ing", + ". )ĊĊ", + "Ġr outer", + "ãĥ »", + "s es", + "Ġc row", + "== '", + "Ġs and", + "Ġr id", + "it ure", + "Ġent re", + "Ġo bserv", + "Ġv ac", + "ð Ł", + "- T", + "A rt", + "n ight", + ". search", + "Ġex change", + "Ġdistr ict", + ". os", + "Ġdep artment", + "Ġdoc uments", + "Ġcent ury", + "ĠN ext", + "H ost", + "ĠK IND", + "Ġsus p", + "- P", + "re nd", + ". em", + "u ite", + "ist ers", + "( json", + "ĠAn n", + "w t", + "at i", + "ĠHT ML", + "wh en", + "D irectory", + "Ġsh ut", + "< a", + "ed y", + "Ġhealth y", + "Ġtemper ature", + "ĠG en", + "Ġmet al", + "Ġsub mit", + "ĠD O", + "Ġat tract", + "Ġ{ };Ċ", + "ĠW ord", + "Ġl l", + "Ġseem ed", + "k o", + "I ED", + "Ġl abor", + ".Cont ext", + "Ġas set", + "y ou", + "Ġc ars", + "ĠC olumn", + "Ġr é", + "Ġs quare", + "ĠNS String", + "âĢĿ ,", + "ap es", + ".. .Ċ", + "Ġthan ks", + "( props", + "Ġt ick", + "Ġexper iment", + "Ġpr ison", + "t ree", + "- text", + "ĠIO Exception", + "-w idth", + "_ST ATUS", + "f ast", + "-b ody", + "- header", + "Ġgu ar", + "cre te", + "ĠT im", + "Ġclear ly", + "ĠRepublic an", + "Ġjust ify", + "и ÑĤ", + "ĉ ĠĠĠĠ", + "c ache", + "; //", + "Ġpres ence", + "Ġfact ors", + "Ġemploy ee", + "] ))", + "M ember", + "Ġselect or", + "b or", + "ĠM ex", + "çļ Ħ", + "ut ex", + "_t ag", + "ail ure", + "ĠN et", + "Ġre li", + "E G", + "Ġf printf", + "Ġte en", + "lo ss", + "Ġle aving", + "De legate", + "Ġbe at", + "Ġmin ute", + "sub scribe", + "Ġredistrib ute", + "Con stants", + "Ġcan cer", + "/ {", + "B L", + "Ġs pan", + "ĠCh ild", + "C enter", + "Ġear th", + "Y S", + "ĠLe vel", + "Ġse a", + ".s upport", + ".in ner", + ". Item", + "ill ing", + "ĠĠĠĠĊ ĠĠĠĠĊ", + "ĠL abel", + "ĠE st", + "( arg", + "bo Box", + "ĉf oreach", + "c os", + "F ailed", + "sw ers", + "Ed itor", + "r ont", + "ĠM P", + "ex pr", + "ĠL ife", + "Ġ? ?", + "ö r", + "Ġatt end", + "ĠQ ue", + "Ġspec ies", + "- D", + "Ġa us", + "Str uct", + "Ġadvant age", + "ost on", + "-b lock", + "in itial", + "C RE", + "Ġtr uly", + "Ġcomp are", + "or ney", + "Ġs pect", + "F ull", + "b es", + "Ġvis ible", + "Ġm ess", + "st ances", + "Ġcl oud", + "_v ersion", + "Ġf urn", + "ic ago", + "LO W", + "Ġtraff ic", + "Ġf ol", + "rypt o", + "Ġdecl ar", + "Ġsl ot", + "ĠEx t", + "ĠEng land", + "ĠU nder", + "Ġt a", + "let ter", + "Ġoffic er", + "ĠDon ald", + "Y es", + "_ json", + "IT ableView", + "ĠU SE", + "mploy ee", + "Ġopin ion", + "ĠA ut", + "b order", + "Ġad vice", + "Ġautom atically", + "is co", + "Ġm m", + ". vis", + "am l", + "Ġinitial ize", + "Ġ( {", + "Ġ ;ĊĊ", + "Ġgener ation", + "Ġb its", + "clip se", + "Ġun f", + "ut ors", + "pl t", + "Ġdel ta", + "est roy", + "is is", + "< br", + "Ġlimit ations", + "Ġend ed", + "ĠM ad", + "il m", + "Th ese", + "ĠMin ister", + "Ġch art", + "F ragment", + "Ġindepend ent", + "Y ear", + "Ġin str", + "Ġt ags", + "A VE", + "ĠAr ch", + "st op", + "Pro gress", + "Ġm i", + "Ġlearn ed", + "G e", + "Ġhot el", + "S M", + "T YPE", + "Ġc y", + "ERS ION", + "un ately", + "l imit", + "s el", + "Ġmov ies", + "Ġste el", + "o z", + "g b", + "ĠC amp", + "s ite", + "ĠLog ger", + "P LE", + "оР´", + ". right", + "ĠC ore", + "Ġm ixed", + "st ep", + "Ġput s", + "s uper", + "R outer", + ". Http", + "ly ph", + "ĠColor s", + "Ġandroid x", + ". str", + "Ġinn ov", + "Ġde ck", + "' >Ċ", + "ap ers", + "] (", + "cont inue", + "s pec", + "ĠR oad", + "AS H", + "ili ar", + "Ġcontin ues", + "Ġapp oint", + "Ġ# Ċ", + "ĠV ir", + "Ġ?> \"", + "Ġb in", + "} \",", + "go ing", + "e ach", + "B D", + "ĠA ccess", + "D oc", + "ĠMan agement", + "B ER", + "ask et", + ".get Instance", + "Ġestablish ed", + "so cket", + "IN S", + "ĉv irtual", + "ĉ result", + "RE AD", + "_ height", + "ĠF ont", + "Ġ( );Ċ", + "_ html", + "Ġneighb or", + "l or", + "Ġg ather", + "Ġ} )ĊĊ", + "Ġid entity", + "Ġf ab", + "p adding", + "ĠR oute", + "Enumer able", + "à ´", + "Ġfor ced", + "/j query", + ".ĊĊ ĊĊĊĊ", + "res ents", + "_ left", + ".P aram", + "ĉ throw", + "ĠH am", + "Ġevent ually", + "ac er", + "p ub", + "Ġtr a", + "un ique", + "d el", + "ĠFlor ida", + "ĠC lean", + "x a", + "Ġ ·", + "Ġvalid ate", + "Vis ual", + "Ex pression", + "_f unc", + "m ember", + "ĉ h", + "tr l", + "ĉ G", + "nap shot", + "ĠProp Types", + "v in", + "] )ĊĊ", + "ow l", + "if ies", + "Ġ$ ('.", + "ĠCont ext", + "ĠTo ast", + ". Key", + "Ġoffic ers", + "/ n", + "s n", + "und efined", + ". items", + "ut ow", + "am age", + "Ġaccount s", + "ook ie", + "Se ction", + "ici ans", + "Ġad vis", + "( is", + "[: ,", + "ĠFr ance", + "F unc", + "ic ious", + "Ġto k", + "Ch annel", + "ĠA D", + "_N UM", + "Ġtime out", + "lem ma", + "rem e", + "u j", + ".A l", + "uc lear", + "( os", + "(\" <", + "[ Ċ", + "f etch", + "Ġb al", + "Ġgu id", + "- align", + "ĠW rite", + "ĠOn ce", + "utow ired", + "OD ULE", + "Ġp itch", + "C F", + "by tes", + "ĠCom mission", + "Ġincre d", + "P ER", + "_ response", + "ĠL os", + "par ser", + "Ġass ume", + ". Request", + "ĠT oken", + "_p osition", + "Ġn om", + "- term", + "Ġrem aining", + "i ostream", + "Ġpie ces", + "ap y", + "ĠL ess", + "r ange", + "umb n", + "pr ise", + "_ option", + "Im pl", + "k wargs", + "Ġbusiness es", + "Al ert", + "Ġpart ies", + "ĠCont ainer", + "ĠPr ivate", + "ĠPl an", + "Ġregister ed", + "Ġj our", + "ack er", + "ен и", + "/ >", + "ch at", + "se ct", + "Ġcre ation", + "olut ely", + "Ġinst ant", + "Ġdel ivery", + "ick en", + "y es", + "ĠFr anc", + "bl ing", + "end a", + "[ (", + "_r ange", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠ", + "Ġsched ule", + "Con n", + "Ġthan k", + "x d", + "Ġh ook", + "Ġdocument ation", + "Param eters", + "H ello", + "v t", + "Ġart icles", + "Ġw est", + "def ined", + ". select", + "ok ens", + "ĠV AL", + ".f ile", + "res et", + "Ġmy s", + "ĠM A", + "] ),", + "Ġc ities", + "rel ated", + "å Ľ", + "Ġappe ared", + "Ġw id", + ".p anel", + "ĠIn s", + ". entity", + "Ġde cre", + "ĠL ou", + "(t ime", + "ĠTh ank", + ".create Element", + "Ġmention ed", + "oun ce", + "ĠT ry", + "ĠW all", + "/ images", + "ĠM enu", + "' čĊ", + "ĠE r", + "Ġcrit ic", + "ĠY ear", + "( param", + "Ġf lo", + "N N", + "oot er", + "Ġ ];Ċ", + "ĠA ff", + "\" github", + "room s", + "Ġh yp", + "g lobal", + "Ġa vec", + "æľ Ī", + "Ġcomplet ion", + "Ġcon d", + "onym ous", + "( temp", + "Ġst ars", + "Ġre levant", + "Ġcover ed", + "Ġel im", + "_t ypes", + "( bool", + "Ġt u", + "_ex ists", + "Ġsec ure", + "Ġst ored", + "] /", + "x F", + "ĠCont roller", + "Ġm igr", + "M I", + "ĠD en", + "Ġann ual", + "U IL", + "- and", + "Ġcr ime", + "b el", + "Ġk itchen", + "@ g", + "_p h", + "ourn ament", + "ĠS ocial", + "ĠS pecial", + "log ger", + "Ġt ail", + "Ġun known", + "d ed", + "Ġapp rec", + "(d b", + "c f", + "Ġass ign", + "- out", + "ĠM ont", + "d p", + "w idget", + "Ġst one", + "- primary", + ". grid", + "Result s", + "az z", + "Ġda ughter", + "Ġcur r", + "Ġl in", + "Ġs outh", + "form s", + "ĠO UT", + "let te", + "ak s", + "ig ure", + "ĠE U", + "var iable", + "Ġb rief", + "ĠSc ott", + "Ġcon ference", + "and a", + "_ lock", + "or al", + "Ġe ine", + "OR S", + "//////////////////////////////// ////////////////////////////////", + "ess o", + "Ġr is", + "Ġg ender", + "est ic", + "L icense", + "( out", + "Ġm s", + "Se e", + "Ġwill ing", + "az e", + "Ġs ports", + "Ġy es", + "l u", + "Ġp urs", + "/j avascript", + "- pro", + "nav bar", + "_pro duct", + "/ bootstrap", + "Ġdr iving", + "Ġ Ä", + "Ġpro pos", + "ult ip", + "up lic", + ". email", + "Ġappro x", + "( cl", + "Ġwe ar", + "Ġrep ly", + "ass et", + "Ġ ice", + "Ġt x", + "k r", + "ĠGerman y", + "ĠGe orge", + "Ġc b", + "ĉ err", + "M ove", + "Ġpol y", + "vo ice", + "} \"", + "Ġan imal", + "A v", + "ĠL ocation", + "Ġn ative", + "] [\"", + "< double", + "Ġm ais", + ", int", + "Ġpre par", + "Ġinter val", + "plement ation", + "_ ERR", + "Ġb ug", + "> \"", + "st at", + "Ġ} ,čĊ", + "< span", + "Ġfa ith", + "Ġ rom", + "pre v", + "ĠE lect", + "F ind", + "Ġg od", + "ot or", + "// ----------------------------------------------------------------", + "orig inal", + "C pp", + "ĠSen ate", + "Ġposition s", + "Ġweap ons", + "Ġco ff", + "Ġpur poses", + "p ol", + "Ġim press", + "Ġanim als", + ". Entity", + "(n p", + "Ġmur der", + "Ġ` `", + "fl ag", + "Ġsol utions", + "ĠAct ive", + "Ġb right", + ".d ate", + "Ġsit u", + "ï¼ Ī", + ". ID", + "Ġs ie", + "), čĊ", + "ak t", + "S pace", + ".d at", + ".index Of", + "h an", + "az ine", + "ĠZ e", + "Ġcr ash", + "( /", + "> =", + "Ð ±", + "iv a", + ".Auto Size", + "ĠL at", + "_ ext", + "Initial ize", + ".reg ister", + "OP Y", + "Ġre verse", + "_d is", + "'] [", + "Ġprom pt", + "ont o", + "ĠJ ournal", + "r outer", + "Ġmys qli", + "# else", + ") \"", + "-x s", + "let s", + "ph an", + ". LE", + "W ill", + "Ġaff ord", + "Ġsk ill", + "-t oggle", + "N C", + "B ind", + "T S", + "J ust", + "iter al", + "Y P", + "ĉ unsigned", + "Ġw ind", + ")) :Ċ", + "Ġw arning", + "ĠW ater", + "Ġd raft", + "Ġc m", + "Ġs am", + "Ġhold ing", + "z ip", + "ĠSc ience", + "Ġsup posed", + "G en", + "Ġdi et", + "< h", + "ĠP ass", + "v i", + "Ġhus band", + "� �", + "n ote", + "ĠAb out", + "ĠIn stitute", + "Ġcl imate", + ".Form at", + "Ġn ut", + "est ed", + "Ġapp arent", + "Ġhold s", + "f i", + "new s", + "C M", + "v ideo", + "': '", + "D ITION", + "p ing", + "Ġsen ior", + "w a", + "-- >Ċ", + "_ default", + "ĠD atabase", + "re p", + "E SS", + "ner gy", + ".F ind", + "_m ask", + "Ġr ise", + "Ġk ernel", + ":: $", + ". Q", + "Ġoffer ing", + "de cl", + "ĠC S", + "Ġlist ed", + "Ġmost ly", + "eng er", + "Ġblock s", + "ol o", + "Ġgover ning", + "\\ F", + "Ġcon cent", + ".get Text", + "Ġm b", + "Ġocc urred", + "Ġchang ing", + "Sc ene", + "_C ODE", + "B eh", + "\" The", + "Ġt ile", + "ĠAssoci ation", + "ĉ P", + "al ty", + "_ ad", + "od ies", + "i ated", + "Ġpre pared", + "poss ible", + "Ġm ort", + "TE ST", + "Ġign ore", + "Ġcal c", + "Ġr s", + "Ġassert Equals", + "Ġs z", + "ĠTH IS", + ". \"Ċ", + "Ġcan vas", + "j ava", + "Ġd ut", + "VAL ID", + ".s ql", + ". input", + "Ġa ux", + "S up", + "Ġart ist", + "V ec", + "_T IME", + ".string ify", + "et ween", + "ĠC ategory", + "Ġ[ -", + "ĠDev Express", + "ĠJ ul", + "Ġr ing", + ". ed", + "Y Y", + "L et", + "Text Field", + "Ġfl at", + "_p rint", + "ĠOT HER", + "ad ian", + "Ġcheck ed", + "e le", + "Al ign", + "stand ing", + "Ġ[ ],", + "Ġl ab", + "uck y", + "ĠChrist mas", + "( image", + ".m odule", + "Ġl ots", + "Ġslight ly", + "(f inal", + "er ge", + "è ¿", + "ĠPol ice", + "ĠR ight", + "Ġaw ard", + "ĠO S", + "Ġ{ }ĊĊ", + "Ġp tr", + "ov es", + "ic ated", + "еР¼", + "Ġman age", + "olid ay", + "Am ount", + "ool Strip", + "t body", + "N av", + "w rap", + "B B", + "Ġwatch ing", + "ari os", + "Ġoption al", + "_ K", + "ĠL icensed", + ".M ap", + "T imer", + "ĠA P", + "ĠRe v", + "( o", + ", c", + "um in", + "eta iled", + "ĠH y", + "Ġbl ank", + "ag ger", + "ĠS elf", + "() [", + ".m ake", + "ear n", + "ch annel", + "< pre", + "ble m", + "_p assword", + "_s p", + "ic ing", + "e z", + "Ġthe ory", + "ĠT er", + ", n", + "log o", + "ĠHT TP", + "() ))", + ".h andle", + "> ;Ċ", + "W orld", + "Ġpy thon", + "Ġl if", + "Ġtr av", + "Ġcon ven", + "com pany", + "ĠCl ub", + "V er", + "B tn", + "Ġz one", + "product s", + "ĠE duc", + "Ġver ify", + "ĠM il", + "on o", + "] );ĊĊ", + "EN CE", + "Ġpack et", + "Ġc er", + "Ġen umer", + "Ġpar s", + "form ed", + "Ġocc up", + "t re", + "Ġexerc ise", + "D ay", + "_s um", + "Ġask ing", + "apt ion", + "Ġord ers", + "Ġsp ending", + "ĠE RR", + ".D is", + "ĠU til", + "âĢľ I", + "\\ '", + "? )", + "/ >Ċ", + "Ġem ot", + "Ġinflu ence", + "ĠAfr ica", + "att ers", + "Ù ħ", + ".s ession", + "Ġch ief", + "ĉĉĉĉĉĉĉĉ ĉĉĉ", + "Ġto m", + "clud ed", + "ser ial", + "_h andler", + ".T ype", + "ap ed", + "Ġpolic ies", + "- ex", + "- tr", + "bl ank", + "mer ce", + "Ġcover age", + "Ġr c", + "_m atrix", + "_ box", + "Ġcharg es", + "ĠB oston", + "P e", + "Ġcirc um", + "Ġfil led", + "Ġn orth", + "icture Box", + "ĉ res", + "è ®", + "Ġter min", + "Ġ[ âĢ¦", + "IRE CT", + "Ġb er", + "Ġ\" ../../", + "ret ch", + ".c ode", + "_c ol", + "ĠGovern ment", + "Ġarg v", + "ĠL ord", + "as i", + "Ex ec", + "ĉ let", + "vert is", + "Ġdiscuss ion", + "en ance", + "out ube", + "type of", + "Ġs erved", + "ĠP ut", + "ĉ x", + "Ġs weet", + "B efore", + "ateg y", + ". of", + "ĠM aterial", + "S ort", + "ON T", + "ig ital", + "Wh y", + "Ġs ust", + "Ġ ç", + "ab et", + "Ġseg ment", + "Ġ[ ],Ċ", + "ĠMus lim", + "Ġfind ViewById", + "c ut", + "_T EXT", + "ĠM ary", + "Ġlo ved", + "Ġl ie", + "ĠJ O", + "Ġis set", + "mon th", + "Ġpr ime", + "t i", + "ĠCar ol", + "U se", + "ĠP op", + "ĠS ave", + "Int erval", + "ex ecute", + "d y", + "ĠI ran", + "_ cont", + "ĉ T", + "Ġph ase", + "check box", + "we ek", + "Ġh ide", + "Ġt il", + "Ġj u", + "C ustom", + "b urg", + "/ M", + "T ON", + "Ġqu ant", + "Ġr ub", + "ix els", + "Ġinst alled", + "Ġd ump", + "Ġproper ly", + "( List", + "Ġdec ide", + "app ly", + "H as", + "Ġkeep ing", + "Ġcitiz ens", + "Ġj oint", + "p ool", + "S ocket", + "_ op", + "Ġweap on", + "gn ore", + "ĠEx ec", + "ott en", + "ĠM S", + "Ġ( -", + "ĠRe view", + "Ġex amples", + "Ġt ight", + "! (", + "D P", + "ĠMessage Box", + "Ġphot ograph", + "UR I", + "é t", + "l ow", + "ĠGr and", + ".p ersistence", + "Ġmaint ain", + "Ġnum s", + "Ġz ip", + "ial s", + "ĠG ets", + "pe g", + "ĠB uffer", + "~~ ~~", + "ra structure", + "ĠP L", + "u en", + "ob by", + "size of", + "Ġp ic", + "Ġse ed", + "Ġexperi enced", + "Ġo dd", + "Ġk ick", + "Ġproced ure", + "avig ator", + "- on", + ", j", + "ĠAl though", + "Ġuser Id", + "ac cept", + "Bl ue", + "IC olor", + "l ayer", + "av ailable", + "Ġend s", + ".t able", + "Ġdat aset", + "b us", + "Ġexpl ain", + "( pro", + "ĠCommit tee", + "Ġnot ed", + "] :Ċ", + "D im", + "std io", + ". \",Ċ", + "_s ource", + "ĠWe ek", + "ĠEd ge", + "Ġoper ating", + "Ġest e", + "i pl", + "ag ination", + "Ġpro ceed", + "Ġanim ation", + ".Model s", + "ĠW atch", + "i at", + "Ġopp on", + "/ A", + "Re port", + "Ġs ounds", + "_b uf", + "IEL D", + "Ġbu nd", + "ĉ get", + ".p r", + "(t mp", + "Ġk id", + ">ĊĊ Ċ", + "Ġy ang", + "Not Found", + "Ñ Ĩ", + "m ath", + "@g mail", + "ĠL IMIT", + "red ients", + "Ġv ent", + "avig ate", + "L ook", + "Ġrelig ious", + "Ġr and", + "ri o", + "( GL", + "_ ip", + "u an", + "ici ency", + "ĠCh ange", + "> čĊčĊ", + "ĠEnt ity", + "Ġrencont re", + "ĠR et", + "pl an", + "é n", + "BO OL", + "ur ies", + "tr ain", + "Def inition", + "======== ====", + "z z", + "An imation", + "ĠO K", + "_m enu", + ".b l", + "_s core", + "Ġac ad", + "( System", + "Ġref resh", + "'=> $", + ".G raphics", + "ament o", + "p id", + "t c", + "Ġt ips", + "Ġhom es", + "Ġf uel", + "â ĸ", + "_h elper", + "ĠĠ čĊ", + "ĠR oom", + ".C lose", + "_ attr", + "ĠM ount", + "ĠE v", + "ar ser", + "_t op", + "e ah", + "ĠDe lete", + "ãĢ į", + "u ke", + "Ġus age", + "ar ia", + "_de v", + "Ġtext ure", + "Ġconvers ation", + "e per", + "Be an", + "d one", + "non atomic", + "ĠSe cond", + "Ġshoot ing", + "_p re", + "Com ponents", + "Ġ] ĊĊ", + "__ ,", + "stit ution", + ".Ch ar", + "> ();ĊĊ", + "Ġpresent ed", + "Ġw a", + "ok er", + "- ĊĊ", + "in er", + "Ġbe coming", + "Ġinc ident", + "At t", + "Ġreve aled", + "for c", + "Ġbo ot", + ".p age", + "Enumer ator", + "_ ->", + "Ph oto", + "Ġs pring", + ". \",", + "ĠD ictionary", + "B JECT", + "Ġloc ations", + "Ġs amples", + "Input Stream", + "ĠB rown", + "Ġst ats", + "qual ity", + "Ñ ħ", + "-d is", + "Ġhelp ing", + "Ġp ed", + "( se", + "ĠWh o", + "al ian", + "int ernal", + "Ġf t", + "> ().", + "-> {", + "Ġm ine", + "Ġs ector", + "Ġg ro", + "Ġopport unities", + "Ġà ¼", + "Ġm p", + "Ġalleg ed", + "Ġdoub t", + "M ouse", + "Ab out", + "_p art", + "Ġch air", + "Ġstop ped", + "lo op", + "ent ities", + "Ġapp s", + "ans ion", + "Ġm ental", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠ", + "F R", + "Ġdef end", + "c are", + "Ġide al", + "/ api", + "ur face", + "Ġe le", + "ul ator", + "ĠR ights", + "angu ages", + "Ġfund s", + "Ġad apt", + "At tributes", + "Ġdep loy", + "opt s", + "Ġvalid ation", + "Ġconcern s", + "u ce", + ".n um", + "ult ure", + "il a", + "Ġc up", + "Ġp ure", + ".F ore", + "ĠHash Map", + ".value Of", + "as m", + "M O", + "Ġc s", + "Ġst ores", + "Ġ ************************************************************************", + "Ġcommunic ation", + "m em", + ".Event Handler", + ". Status", + "_ right", + ".set On", + "S heet", + "Ġident ify", + "ener ated", + "order ed", + "Ġ\" [", + "Ġs we", + "Con dition", + "ĠA ccording", + "Ġpre pare", + "Ġro b", + "P ool", + "Ġs port", + "r v", + "ĠR outer", + "Ġaltern ative", + "( []", + "ĠCh icago", + "ip her", + "is che", + "ĠDirect or", + "k l", + "ĠW il", + "key s", + "Ġmy sql", + "Ġw elcome", + "k ing", + "ĠMan ager", + "Ġca ught", + ") }Ċ", + "S core", + "_P R", + "Ġsur vey", + "h ab", + "He aders", + "AD ER", + "Ġdec or", + "Ġturn s", + "Ġr adius", + "err upt", + "C or", + "Ġm el", + "Ġin tr", + "( q", + "ĠA C", + "am os", + "M AX", + "ĠG rid", + "ĠJes us", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠ", + ".D E", + "Ġt s", + "Ġlink ed", + "f ree", + "ĠQ t", + "Ġ/** čĊ", + "Ġf aster", + "ct r", + "_ J", + "D T", + ".C heck", + "Ġcomb ination", + "Ġint ended", + "- the", + "- type", + "ect ors", + "am i", + "ut ing", + "Ġum a", + "X ML", + "U CT", + "A p", + "ĠR andom", + "Ġr an", + ".s ort", + "Ġsort ed", + ". Un", + "_P ER", + "it ory", + "Ġprior ity", + "ĠG al", + "ĠO ld", + "h ot", + "ĠD isplay", + "(s ub", + "_T H", + "_ Y", + "ĠC are", + "load ing", + "K ind", + "_h andle", + ", ,", + "r ase", + "_re place", + ".add EventListener", + "ĠR T", + "Ġenter ed", + "g ers", + "Ġ ich", + "( start", + "/ app", + "Ġbro ther", + "M emory", + "Out let", + "Ġ utf", + "pre c", + "Ġn avigation", + "OR K", + "Ġd st", + "D etail", + "Ġaud ience", + "Ġd ur", + "Ġcl uster", + "un ched", + "Ġ ],", + "Ġcomfort able", + ". values", + "ĠT otal", + "Ġsn ap", + "Ġstand ards", + "Ġperform ed", + "h and", + "(\" @", + "å Ń", + "Ġph il", + "ib r", + "tr im", + "Ġfor get", + "Ġdo ctor", + ".Text Box", + "icon s", + ", s", + "ĠO p", + "S m", + "St op", + "ĉ List", + "ĉ u", + "Com ment", + "_V ERSION", + ".X tra", + "P erson", + "r b", + "LO B", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĊ", + "ĠCent ral", + "IC K", + "ra q", + "Ġput ting", + "Ġm d", + "ĠL ove", + "Pro gram", + "B order", + "o or", + "Ġallow ing", + "a fter", + "Ġent ries", + "ĠMay be", + "] ).", + "ĠSh ort", + ") \\", + ".n ow", + "f riend", + "Ġpre fer", + "ĠG PIO", + "os is", + "ĠGame Object", + "Ġsk ip", + "Ġcompet ition", + "_m atch", + "lic ations", + "_CON T", + ".group Box", + "Ġal s", + "\" We", + "_e q", + "l an", + "_ search", + "ĠMus ic", + "as is", + "Ġb ind", + "ĠIs land", + "r um", + "( E", + "Ġse at", + "V ideo", + "Ġa ck", + "ree k", + "={ ()", + "Ġr ating", + "Ġrestaur ant", + "DE X", + "(b uf", + "pp ing", + "ual ity", + "Ġle ague", + "Ġfoc used", + "ap on", + "$ data", + "CL UD", + "CLUD ING", + "Ġabs olute", + "( query", + "Ġtell s", + "A ng", + "Ġcomm unities", + "Ġhon est", + "ok ing", + "Ġap art", + "ar ity", + "/ $", + "_m odule", + "ĠE nc", + ". an", + ".Con fig", + "C re", + "Ġsh ock", + "ĠAr ab", + "I ENT", + "/ re", + "Ġre trie", + "ycl er", + "is a", + "ĠO rgan", + ". graph", + "Ġ í", + "ĠB AS", + "En um", + "Ġposs ibly", + "ÑĢ аÐ", + "ĠJapan ese", + "Ġc raft", + "ĠPl ace", + "Ġtal ent", + "Ġfund ing", + "Ġconf irmed", + "Ġc ycle", + "/ x", + "G E", + "Ġhe aring", + "Ġpl ants", + "Ġm outh", + "p ages", + "or ia", + "ĠRem ove", + "_t otal", + "Ġo d", + "oll apse", + "do or", + "Ġb ought", + "Ġadd r", + "AR CH", + "_d im", + "dd en", + "Ġdec ades", + "RE QUEST", + "Ġvers ions", + "f ire", + "Ġmov es", + "f b", + "Ġcoff ee", + ".con nect", + "ĠR ow", + "Ġs chema", + "S cope", + "- Type", + "Ġfight ing", + "Ġret ail", + "Ġmod ified", + "T F", + "File s", + "n ie", + "_com mand", + "st one", + "Ġ ÑĤ", + "_ thread", + "Ġb ond", + "ĠDevelop ment", + "Ġp t", + "F ORM", + "ple t", + "Ġident ified", + "c pp", + "Ġc oding", + "ok ed", + "ĠM aster", + "ID TH", + "Ġres idents", + "red it", + "ĠPh oto", + "= -", + "un te", + "ate ur", + "_ST ATE", + "ĠS ing", + "Ġshe et", + ". val", + "or se", + "Ġh ers", + "Ġdetermin ed", + "Com mon", + "Ġw ed", + "_ queue", + "P H", + "ĠAt l", + "cre d", + "/L ICENSE", + "Ġm es", + "Ġadv anced", + ".j ava", + ".S h", + "G o", + "k ill", + "f p", + "_set tings", + "Ġp al", + "Ġtr uck", + "Ġcomb ined", + "Ġ\" ${", + "ĠCor por", + "Ġjo ined", + "ĠJ ose", + "ĠC up", + "un s", + "est ival", + "lev ision", + "Ġbro ken", + "Ġmar riage", + "ĠWest ern", + "Ġrep resents", + "ĠT itle", + "Ġs s", + ".A ss", + "ongo ose", + "ient o", + "< >();Ċ", + "Ġabs olutely", + "Ġsm ooth", + "TER N", + "ĠUn less", + "W ord", + "Ġmer ge", + "ig an", + "ĠV ol", + "Ġn n", + ".get Id", + "ĠÐ ·", + "Ġsex y", + "Ġseek ing", + "S ingle", + ". this", + "Ġk om", + "b ound", + "; \"", + "Ġfont Size", + "_d f", + "Ġinj ury", + "( H", + "Ġiss ued", + "_ END", + ": self", + "Ġp atch", + "Ġle aves", + "Ġad opt", + "File Name", + "ãĢ IJ", + "Ġexec utive", + "ĠBy te", + "] ))Ċ", + "Ġn u", + "out ing", + "clud ing", + "- R", + ". options", + "Ġsub stant", + "av ax", + "ĠB UT", + "Ġtechn ical", + "Ġtw ice", + "Ġm ás", + "Ġun ivers", + "y r", + "Ġdr ag", + "ĠD C", + "Ġs ed", + "Ġb ot", + "ĠP al", + "ĠH all", + "forc ement", + "Ġa uch", + ".m od", + "not ation", + "_file s", + ".l ine", + "_fl ag", + "[ name", + "Ġres olution", + "Ġb ott", + "(\" [", + "end e", + "( arr", + "F ree", + "( @\"", + "ĠD istrict", + "PE C", + ": -", + "P icker", + "ĠJ o", + "ĠĠĠĠĠ Ċ", + "ĠR iver", + "_ rows", + "Ġhelp ful", + "Ġmass ive", + "--- Ċ", + "Ġmeas ures", + "ĠR untime", + "Ġwor ry", + "ĠS pec", + "ĉ D", + "ãĢ ij", + "Ġ) {Ċ", + "Ġwor se", + "(f ilename", + "Ġl ay", + "Ġmag ic", + "ĠThe ir", + "ou l", + "st roy", + "ĠWh ere", + "Ġsu dden", + "Ġdef e", + "Ġb inding", + "Ġfl ight", + "ĠOn Init", + "ĠW omen", + "ĠPol icy", + "Ġdrug s", + "ish ing", + "(' ../", + "ĠM el", + "pe at", + "t or", + "Ġpro posed", + "Ġst ated", + "_RE S", + "Ġe ast", + "ĠCON DITION", + "_d esc", + "Ġwin ning", + "fol io", + "M apper", + "ĠP an", + "ĠAn ge", + ".s ervlet", + "Ġcop ies", + "L M", + "Ġv m", + "å į", + "Ġd ictionary", + "S eg", + "el ines", + "ĠS end", + "Ġ iron", + "ĠF ort", + ".d omain", + "Ġdeb ate", + "Not Null", + "e q", + "ach er", + "l f", + "ĉf mt", + "Ġlaw y", + "Ä Ł", + "ĠM en", + "Ġtr im", + "( NULL", + "Ġ! !", + "Ġp ad", + "Ġfollow s", + "\"] [\"", + "re qu", + "ĠE p", + ".g ithub", + "( img", + "et o", + "(' \\", + "S ervices", + "umbn ail", + "_m ain", + "ple ted", + "fort unately", + "Ġw indows", + "Ġpl ane", + "ĠCon nection", + ". local", + "u ard", + "} \\", + "== \"", + "and on", + "ĠR oy", + "w est", + "ig inal", + "em ies", + "it z", + "') :Ċ", + "ĠP eter", + "Ġt ough", + "Ġredu ced", + "Ġcalcul ate", + "Ġrap id", + "c ustomer", + "Ġeff icient", + "Ġmed ium", + "Ġf ell", + ". ref", + "ĠC as", + "Ġfeed back", + "S peed", + "( output", + "aj e", + "Ġc ategories", + "Ġfe e", + "} ;", + "Ġde leted", + "re h", + "Ġpro of", + "D esc", + "B uild", + "Ġs ides", + ".Array List", + "- %", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ", + "Ø ±", + ".m atch", + "л и", + "Ġfe els", + "Ġachie ve", + "Ġcl im", + "_ ON", + "ĠC D", + "Ġteach er", + "_c urrent", + "b n", + "_P L", + "ist ing", + "En able", + "G EN", + "Ġt v", + "Ġso ck", + "Ġpl ays", + "Ġdis count", + "ĠK E", + "ĠDe bug", + "F ore", + "ĠI raq", + "Ġappear ance", + "M on", + "Ġst yled", + "ĠH uman", + "i ot", + "ĠH istory", + "Ġs ac", + "ĠC ollection", + "Ġrecomm ended", + ".Se lected", + "Ġorgan izations", + "Ġdiscover ed", + "co hol", + "ad as", + "ĠThom as", + "M ay", + "Ġcons erv", + "Ġdom in", + "ĠF ollow", + "ĠSe ction", + "ĠTh anks", + "User name", + "Ġrec ipe", + "Ġwonder ful", + ".s leep", + "_ if", + "ĉĊ ĉĊ", + "orn o", + "Ġr u", + "_t arget", + ".\" \"", + "à ¦", + "Event Args", + "Ġinput s", + "Ġf if", + "Ġv ision", + "c y", + "ĠS eries", + ") (((", + "Ġtr ading", + "Ġmark er", + "B egin", + "Ġtyp ically", + "Ġca uses", + "drop down", + "_DE BUG", + "Ġdet ect", + "c ountry", + "! \");Ċ", + "ĉ R", + "app y", + "Ġc ref", + "(' <", + "\" =>", + "ĠL E", + "read er", + "Ġadmin istr", + "à µ", + "uck et", + "Ġf ashion", + ". char", + "iz ar", + "Ġdis able", + "Ġsu c", + "ĠL ive", + "iss ue", + "Ġmet adata", + "fl ags", + "Ġ ðŁ", + "Ġcomm itted", + "Ġv a", + "Ġr ough", + "Ġ'' 'Ċ", + "Ġhigh light", + "_var s", + "V O", + "Ġenc oding", + "- Z", + "_s ign", + "$ (\"#", + "Ġr ain", + "reate st", + "ĠEN D", + "Se lection", + "Ġcandid ates", + "Ġs av", + ". Empty", + "Ġdec isions", + "Ġcoll abor", + "rid ge", + "fe ed", + "ress ion", + "Ġperson s", + "V M", + "eg a", + "_B IT", + "A ccording", + "ack ed", + "Ġdoll ars", + "_lo ss", + "ĠC ost", + "} \"Ċ", + "Not ification", + "Ġpro stit", + "Ġauthor ity", + ".re c", + "Ġsp okes", + "ĠT oday", + "ist ant", + "ĠHe ad", + "âĢĿ .", + "ertain ment", + "ce an", + "cul ate", + "Ġv en", + "How ever", + "_ arr", + "Ġtok ens", + "G raph", + "ĠJ ud", + "ĠVir gin", + "ĠS erial", + "un ning", + "M utable", + "ag ers", + ".c sv", + "Ġdevelop ing", + "Ġinstruction s", + "Ġprom ise", + "Ġrequest ed", + "_ encode", + "/ \"", + "ĠI con", + "u ilt", + "- day", + "Ġint elligence", + ". IS", + "ĠO bservable", + "ĠH ard", + "Bo ol", + "ident ial", + ".An chor", + "Ġsell ing", + "C I", + "AG ES", + "t le", + "b ur", + "UFF ER", + "R Y", + "Ġbig ger", + "Ġr at", + "Ġfam ous", + "Ġtyp ename", + "Ġexpl ained", + "} }Ċ", + "Ġn uclear", + "- N", + "Ġcr isis", + "ĠEnt er", + "Ġan swers", + "/ ${", + "/ pl", + "Ġse qu", + "_n ext", + "m ask", + "Ġstand ing", + "Ġpl enty", + "ĠC ross", + "ĉ ret", + "d ro", + "ĠC ast", + "= true", + "ĠCh ris", + "ic io", + "ĠM ike", + "Dec imal", + "add Component", + "L en", + "Ġco ck", + "Ġ# {", + "UR N", + "< tr", + "Ġauthor ities", + "Res ources", + "- H", + "B ottom", + "_ qu", + "put er", + "ester day", + "Dis patch", + "s ince", + "Ġfam iliar", + ", i", + "V C", + "Ġm ent", + ", C", + "Ġfre edom", + "Ġr outes", + "ĠB uy", + "Ġcomm ands", + "Ġm esh", + "/ C", + "ĠSet tings", + "- style", + "Ġw itness", + "Ġc le", + "Ġun ion", + "ef ault", + "are t", + "Ġthought s", + "Ġ ----", + "_pro cess", + "_ us", + "ing ly", + "U ES", + "T ouch", + "ĠÐ ¼", + "_ open", + "ĠV ec", + "Ġre ward", + ".C lick", + "/ :", + "Ġn ie", + "Ch anges", + "M onth", + "ï¼ Ł", + "Ġexec ution", + "Ġbe ach", + "( Integer", + "ĉ a", + "/ '", + ".Font Style", + "Ġab ort", + "ĠS ingle", + "( isset", + "Ġd p", + "Ġ}} ", + "Ġ* =", + "ĠP S", + "Ġdanger ous", + "[ p", + "OM E", + "O ther", + "ĠString Builder", + "Point s", + "head ing", + "Ġc urrency", + "Ġpercent age", + "_A PI", + "Ġclass ic", + "the ad", + "ĠM O", + "F E", + "Id x", + "aw ait", + "Ġà ¨", + "Ġacc ident", + "Ġvari ant", + "Ġm yst", + "ĠL and", + "ĠB re", + "Ġh arm", + "ĠA cc", + "Ġcharg ed", + "ion es", + "Vis ibility", + "ar ry", + "ĠL anguage", + "Ġwalk ing", + "\" .ĊĊ", + "if er", + "Ġleaders hip", + ".F rom", + "yn am", + "Ġt imestamp", + "i pt", + "ĠH as", + "REF ER", + "ĠIt s", + "Ġlist ener", + "UT E", + "_d escription", + "Ġexperi ences", + "Ġcre ates", + "R S", + "c art", + "bl ack", + "Ġcho ices", + "w ar", + "Ġ'' '", + "Ġorder ed", + "Ġeven ing", + "Ġp il", + "Ġt un", + "ĠB ad", + "( app", + "r andom", + "Ġexp licit", + "Ġarr ived", + "Ġf ly", + "Ġecon om", + "-m ail", + "Ġlist s", + "Ġarch itect", + "ĠP ay", + "Ġd s", + "ĠS ol", + "Ġveh icles", + "H z", + "- com", + "Ġk ing", + "_e qual", + "ĠH elp", + "Ġab use", + "-- ;Ċ", + "Ġex tr", + "Ġchem ical", + "ä ¿", + "Ġor ient", + "Ġbre ath", + "ĠS pace", + "(e lement", + "w ait", + "DE D", + "ig ma", + "Ġent r", + "Ġs ob", + "- name", + "Ġaff ected", + "ik a", + "Ġco al", + "_w ork", + "Ġhundred s", + "Ġpolit ics", + "sub ject", + "Ġconsum er", + "ANG E", + "Ġrepe ated", + "S end", + "Ġ# [", + "Ġprot ocol", + "Ġlead s", + "use um", + "E very", + "Im port", + "(c ount", + "Ġchalleng es", + "Ġnov el", + "Ġdep art", + "b its", + ".C urrent", + "Ġ` ${", + "ot ing", + "( \\", + "Ġcreat ive", + "Ġbu ff", + "Ġintrodu ced", + "us ic", + "mod ules", + "A re", + "-d oc", + "l anguage", + "_c ache", + "Ġto d", + "? > {{", + "ĠRes ource", + "ĠSt andard", + "ĠP rem", + "up dated", + "ival ent", + "Ġas sets", + "_t emp", + "Ġinterest s", + "Ġhard ware", + "ĠR om", + "ĠSh are", + "Ġ' 'Ċ", + "Ġ* ,", + "ĠT ake", + "ĠIm ages", + "_C HECK", + "(type of", + "ĠJ un", + "\\< ^", + "Ġli qu", + "Ġwor st", + "ymb ols", + "ĉĉĉ ĠĠĠ", + "Ġdr ivers", + "ĠD ocument", + "en o", + "ĠTechn ology", + "Ġappro ved", + "ump s", + "Ġs now", + "form ance", + "_A SSERT", + "u its", + "Ù Ĩ", + "Ġdiffer ences", + ". Visible", + "ĉĉĉ čĊ", + "ĠP s", + "_f etch", + "Ġto do", + ". ',Ċ", + "Ġs el", + "ur ers", + "in valid", + "Ġt weet", + "V EL", + "Ġresearch ers", + "Ġs printf", + "ĠR O", + "Ġp el", + ".Tr ans", + "Ġil legal", + "d ialog", + "sm arty", + "l g", + "_M IN", + "Ġher o", + "f inal", + "Ġp p", + ".L e", + "Ġc i", + "ĉ RT", + "Ġsuggest ed", + "p df", + "ach ing", + "ĠR o", + "ĠProp erties", + "ĠS i", + "Ġbuy ing", + "Ġm u", + "Ġl ands", + "if iers", + "ĠF ILE", + "RO UP", + "Ġh older", + "ĠS on", + "Ġsym pt", + ".r oute", + ") ?", + "Ġarg c", + "Ġfor t", + "Ġcas ino", + "_c ategory", + "Ġfor um", + "p refix", + "apt ure", + "T ube", + "em s", + "im ize", + "Ġn ue", + "a us", + "c ourse", + "AT OR", + "() ),", + "Ad vertis", + "ING S", + "Ġack now", + "ĠKore a", + "pl ing", + "Ġwork er", + "PL IED", + "h al", + "ĠRich ard", + "Element s", + "ĉĉĉ Ġ", + "st ar", + "Ġrelationship s", + "Ġche ap", + "AC H", + "ĠX ML", + ", &", + "ĠLou is", + "Ġr ide", + "_F AIL", + "Ġch unk", + "[ s", + "_O UT", + "Ġch osen", + "_ [", + "/ (", + "ĠJ eff", + "_s l", + "pr iv", + "ĠCan adian", + "Ġun able", + "_F LAG", + "Ġn os", + "h igh", + "Ġl ift", + "f un", + "() {", + "el ly", + "ycler View", + "_ as", + "_L IST", + "Ġr adi", + ".get Value", + "ĠAnge les", + "ĠS pan", + "_in stance", + "it ors", + "Ġm igration", + "A K", + "O h", + " ®", + ". selected", + "ĠG T", + "Ġadv ance", + "ĠSt yle", + ".Data GridView", + "e ction", + "Ñ İ", + "p io", + "ro g", + "Ġsh opping", + "ĠR ect", + "I lluminate", + "O U", + "ĉ array", + "Ġsubstant ial", + "Ġpre gn", + "Ġprom ote", + "IE W", + ".L ayout", + "Ġsign s", + "/ .", + "Ġlet ters", + "Bo ard", + "ct rl", + "\" \\", + "ĠJ ones", + "Ġvert ex", + "Ġj a", + "Ġaff ili", + "Ġwe alth", + "ĉ default", + "Ġsignificant ly", + "Ġe c", + "Ġx s", + "act ual", + ".p er", + "_st ep", + "an vas", + "m ac", + "Ġtrans l", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Iter ator", + "Ġo ch", + "agnost ic", + "ĠD uring", + "ĠDE FAULT", + "Ġt ill", + "Ġsign ature", + "Ġb ird", + "ĠO l", + "ĠI r", + "H S", + "av atar", + "ESS AGE", + "Ġe lev", + "Ġm t", + "ĠN av", + "Ġrel ax", + "Ġpl ate", + "IT EM", + "( date", + ".n ot", + "Ġgr ade", + "Ġ} ),Ċ", + "? \"ĊĊ", + "i ences", + "H igh", + "ĠD IS", + "dis abled", + "Q UI", + "Ġno ise", + "a ux", + "ĠU P", + "os a", + "Ġv oc", + "Ġ ))", + "oc om", + "_O FF", + "ĠD b", + "L ock", + ".e clipse", + ", d", + "ĠD raw", + "Ġ\" (", + "Ġvis ited", + "Ġâ Ī", + "Ġsuc ceed", + "Ġim possible", + "a ire", + "ĠT urn", + "Ġd ish", + "F G", + "Ġs ensor", + "AN N", + "ab a", + "Ġsur g", + "] );čĊ", + "Ġf p", + "_ an", + "- J", + "- G", + "ĠJ ob", + "Con vert", + "ĠKE Y", + "Ġauth ors", + "_s erver", + "\\ r", + "Ġ-* -", + "f lex", + "Ġs oc", + "R et", + "Ġs alt", + "ĠâĢ¦ ĊĊ", + "ĠC lear", + "(p age", + "-d anger", + "Ġroom s", + "con v", + "# {", + ". op", + "ĠA rea", + "_S C", + "h en", + "Ġbeg ins", + "- y", + "Ġexc ited", + "Ġign ored", + "Ġbon us", + "st udent", + "ĠM ember", + "Ġrel atively", + "ĠL ow", + "ĠPro du", + "ate way", + "pos ure", + "Ġth ick", + "ani el", + "( view", + "ĠCr ush", + "Ext ension", + "I l", + "e ed", + "LO C", + ". im", + ". Items", + "Ġconflic t", + ".pre vent", + "Ġon Create", + "u v", + "is er", + "Ġw ave", + "M ar", + "ĠComm unity", + "ic he", + "ĠNo thing", + "[ m", + "ĠLe e", + "ri ends", + "è re", + "!! !", + "an z", + ". result", + "ĠS K", + "_P ARAM", + "Ġdem ocr", + "Back Color", + ".ex ists", + "\" It", + "( options", + "ra zy", + "as er", + "\\ Database", + "al endar", + "_ ass", + "; }Ċ", + "vert ex", + "ine craft", + "W arning", + "arg o", + "Ġact or", + "ĠInst ead", + "ĠUs ing", + "S elf", + "@ interface", + "Ġspe aking", + "ĠPar is", + "ĠL ICENSE", + ".n ode", + "ĠF ood", + "E IF", + "ĠB i", + ". Start", + "ĠI B", + "Ġun iversity", + "ĠHe ader", + ".pro duct", + "C opy", + "et c", + "r ical", + "Ġ> >>", + "book s", + "Ġal gorithm", + "Ġ' __", + "(j avax", + "Ġnumer ous", + "Sh are", + "H ave", + "Ġrec ru", + "Ġpro ve", + ".sub string", + "he alth", + "е л", + "Ġdec imal", + "Ġcomm ission", + "s cription", + "x C", + "Ġsum mary", + "att ed", + "Ġclo ser", + "fin ished", + "() ){Ċ", + "ĠW ood", + "_field s", + "k u", + "_ items", + "Fl ag", + "Ġconf idence", + "ĠF ederal", + "du x", + "Ġcomp at", + "Ġvert ical", + "Ð ¹", + "è s", + "; \">Ċ", + "_m anager", + "() ))Ċ", + "ID E", + ": \",", + "__ Ċ", + "ĠW ay", + "Ñ Ī", + "T emp", + "ĠS TR", + "rit ten", + "S ync", + "ĠA V", + "ĠC EO", + "ĠG uid", + "Ġenvironment al", + "Ġcorrespond ing", + "ĉ console", + "Ġjust ice", + "ĠJ S", + "Ġl ived", + "g ar", + "ĠG raph", + "ĠSt at", + "Ġi Phone", + ". al", + "ĠH D", + "Ġocc ur", + "Ġth reshold", + "Ġon click", + "RE G", + ".Graphics Unit", + "M eta", + "Å ¾", + "Ġc um", + ".g nu", + "à «", + "Ġobt ained", + "Ġcompl aint", + "Ġe ating", + "Ġt ar", + "_t ask", + "Ġopt s", + "( to", + "P ass", + "Ġpl astic", + "t ility", + "ĠW in", + ".prevent Default", + "p ile", + "ĠG ar", + "Ġqu antity", + "_l ast", + "Ġg reatest", + "D ao", + "_D IS", + "ĠUs ed", + "ĠH P", + "rit ing", + "S ION", + "bl ue", + "d omain", + "Ġs cores", + "N ormal", + "_ admin", + "ĠA SSERT", + "Th en", + "** *", + "d ist", + "l on", + "Ġh ate", + "sh al", + "Image View", + "d atabase", + "Ġp and", + "Ġlog ic", + "= false", + "b g", + "ĠConfig uration", + "Ġn ur", + "O G", + "Ġmar ried", + ": +", + "Ġdro pped", + "Ġreg istration", + "оР¼", + "ult iple", + "iz ers", + "sh ape", + ".c opy", + "Ġwe aring", + "ĠC ath", + "Ġded icated", + "Ġ.. .Ċ", + "Ġadv oc", + "ĠF amily", + "Ġstat ements", + "em atic", + "ampions hip", + "Ġmot iv", + "ĠH ave", + "Ġbl ow", + "J ob", + "c ert", + "_v ector", + "inst all", + "ĠC OPY", + "em bed", + "D IR", + "ĠS pring", + "Ġex hib", + "cd n", + "ĠCom ment", + "ĠOption al", + ". player", + "ĠD ark", + "( pos", + "ĠSh ould", + "Ġcent re", + "ĠGu ard", + "ó w", + "Ġtr ouble", + "EN ER", + "( unsigned", + "_s ervice", + "Ġn s", + "ul ing", + "ĠMex ico", + "ĠN Y", + "mys ql", + "Ġl ic", + "å ľ", + "M r", + "- fl", + "ĠC ustomer", + "id i", + "Ġ? >ĊĊ", + "ri ble", + "Ġп ÑĢ", + "Ġs izes", + "_STR ING", + "valid ation", + "ĠJ on", + "( Http", + "add Class", + "N odes", + "Ġfrag ment", + "Ġsp oke", + "Ġw aste", + "J oin", + "Ġill ustr", + "el i", + "c ient", + "Ġa id", + "Ġpro sec", + "') {Ċ", + "Ġpass ing", + "Ġf aces", + "Sh ape", + "_ Z", + "it i", + "Ġal le", + "Ġro bot", + "ĠĠĠĠĠĠĠ Ċ", + "ĠS pe", + "Ġrece iving", + "ĠD etails", + "Ġ\" )", + "m g", + "_RE F", + "Ġcompar ison", + "* ,", + "ĠF ound", + "_s ession", + "( U", + "/ F", + "Ġx xx", + "N etwork", + "d ers", + "Ġcap ture", + "Ġcor re", + "ĠL td", + "ĠAd v", + "[ @", + "Ġcl ip", + "M ill", + "ĠPro file", + "Ġend if", + "Ġob lig", + "des cribe", + ".e lement", + "riter ion", + "L D", + "er ed", + "Ġfav our", + "s core", + "ĠF ilter", + "at tributes", + "Ġcheck s", + "In flater", + "ĠPl us", + "Ġscient ific", + "Ġpriv acy", + "He ad", + "Ġfe at", + "Ġdeg rees", + "ĠP ale", + "; \">", + "Ġfil ms", + "ĠA udio", + "ĠT ag", + "ĠE nergy", + "it ar", + "par ator", + "Ġf ellow", + "Ġev t", + "ĠT ri", + "ĠD AM", + "cl oud", + "ĠP assword", + "ĠDemocr ats", + "ĠAc ad", + "$ lang", + "Ġre b", + "() )ĊĊ", + "н Ñĭ", + "ĠB ur", + "read cr", + "Ġh ex", + "Con sole", + "ct l", + "ous el", + "ĠWill iam", + "Ġa z", + "_P ORT", + "Ġpract ices", + "Ġany where", + "ĠP osition", + "Ġ- >Ċ", + "i ams", + ".user name", + "place holder", + "Ġo der", + "ĠSecret ary", + "Ġi T", + "mon d", + "event s", + "? âĢĿ", + ".S ub", + "Ġatt ached", + "Ġn ão", + "Ġest ate", + ". action", + "Ġfig ures", + "Ġ} );čĊ", + "Ġsubs cri", + ".t ag", + "n am", + ". plot", + "no on", + "li ament", + "Char acter", + ".t ab", + "Ġw inter", + "ĠVar iable", + "Ġtre es", + "Ġpr oud", + "( V", + "_ load", + "Ġh ier", + "ĠE con", + "Ġf d", + "Ġvict ims", + "R est", + "ian a", + "Ġf ake", + ".Print ln", + "Ġstr len", + "Ġs ad", + "Ġb le", + "Pro t", + "Ġbutton s", + "Ġte levision", + "Ġlog o", + "ext ension", + "ĉ j", + "ste in", + "acion es", + "Ġ\"\" \"ĊĊ", + "Ġsim p", + "Ġrecord ed", + "Ġbr ings", + "Ġprincip al", + "Ġfe es", + "(s ource", + "k dir", + "Ġutil s", + "Ġcorrect ly", + "f il", + "Ġw el", + "P air", + "-b utton", + "s cale", + "ver ify", + "[ c", + "Ġ-- -", + "Ġes cape", + "ik es", + "Lower Case", + "ic ian", + "Ġch apter", + "ĠT YPE", + "Ġsh adow", + "Ġaw esome", + "W E", + "el if", + "Ġl ambda", + "Ġdist inct", + "Ġb are", + "- off", + "Ġcol our", + ".append Child", + "ole c", + "ag a", + ".f ill", + "ĉs uper", + "Ġad j", + "( position", + ".get Item", + "Sh ort", + "Ġtot ally", + "V D", + "ĠT re", + "_ ep", + "v ements", + "ĠS olution", + "Ġfund ament", + "F ollow", + "Ġfac ility", + "Ġhappen ing", + "O F", + ".text Box", + "S pan", + "Ġ «", + "id en", + "Ġex ceed", + "(p arent", + "Ġc p", + "ç »", + "Ġhas n", + "Ġp ri", + "Ġcon sequ", + "n en", + "ĠIN TO", + "I gnore", + "ĠF uture", + "Ġcar bon", + "ĠSte el", + "f mt", + "ok ie", + "Ġs pl", + "(t itle", + "- info", + "Ġde als", + "Ġfix ture", + "e a", + "D iv", + "Ġtest ed", + "_ return", + ")ĊĊ ĊĊ", + "upport ed", + "ĠC ook", + "Ġpay ing", + "ĠI ll", + "Ġarrest ed", + "ĠPr ime", + "_c allback", + "> ,Ċ", + "dr iver", + "On ce", + "ab b", + "_by tes", + "ĠS ets", + "( Object", + "Ġc c", + "Ġsh ell", + "al o", + "); //", + "( log", + "ct ors", + ") ", + "Ġ$ (\".", + ".p os", + "Ġbo ys", + "Ġwed ding", + "Ġag ents", + "=\" _", + "ĠAr my", + "Ġh int", + "v ision", + "Ġte ch", + "ĠCon nect", + "Ġleg end", + "ĠB et", + ".B ase", + "Sub ject", + "Ġl it", + "Rem ove", + "Ġ\" :", + "ĠF inal", + "pear ance", + "ĠiT unes", + "Ġparticip ants", + "ĠPy thon", + "Ġbus y", + "i el", + "vert ices", + "Ġtemplate Url", + "ĠC lose", + "Im g", + "ĠCorpor ation", + "t imestamp", + "Ġext end", + "Ġwe bsites", + "Ġposs ibility", + "о ÑĤ", + "Ġk ö", + "Ġme at", + "Ġrepresent ation", + "Ġ ĉĉ", + "_ST ART", + ".app ly", + "ĠVal ley", + "ĠS uccess", + "H i", + "Ġn ob", + "ĠI Enumerable", + "_ select", + "ge o", + ". \")Ċ", + "Ġturn ing", + "Ġfab ric", + "(\" \");Ċ", + "Ġpers pective", + "é Ĺ", + "ĠS n", + "Th ank", + "; j", + ".Param eters", + "ĉ ĠĠĠĠĠĠĠĠĠĠĠ", + "Ġfact s", + "Ġun t", + ".in stance", + "################################ ################################", + "- end", + "ĠJO IN", + "ĠH en", + "Ġur i", + "åIJ į", + "Ġн а", + "ĠIn fo", + "Ġconduct ed", + "Ġà ¥", + "OUR CE", + "Ġw ine", + "J ohn", + ".Error f", + "ĠA ge", + "ound ed", + "Ġreal ize", + "Ġ] ;", + "Ġsub sequ", + ", m", + "( User", + "ian o", + "Ġaccom pl", + "is p", + ".st d", + "é ĩ", + "ĠB ed", + ".set Attribute", + "B R", + "ke ep", + "ĠA LL", + "Ġis ol", + "am ma", + "P ackage", + "Ġoccas ion", + "-s uccess", + "еР´", + "ĠLIMIT ED", + "st rip", + "() ĊĊĊ", + "istrib ution", + "Color s", + "Ġ+ :+", + "Did Load", + "al er", + "Ġt id", + "ĠL ED", + "ĠLink ed", + "ĠC art", + "() )čĊ", + "_RE AD", + "Ġkill ing", + "ĠP HP", + "fe ction", + "Ġinst ances", + "c v", + "\"/ >", + "Ġs f", + "Ġtax es", + "_ location", + "ĠBit coin", + "u able", + "r ank", + "ign ore", + "tr ack", + "к а", + "Ġshould n", + "ĠO P", + "=> {Ċ", + "Ġk m", + "Ġh elper", + "_ head", + "ĠWh ether", + "oc o", + "_b l", + "Ġstat istics", + "Ġbeaut y", + "Ġto g", + "t ip", + "ëĭ ¤", + "Ġc sv", + "(s ql", + "std lib", + "we ak", + "Ġlik es", + "Ä į", + "Ġrepe at", + "Ġap artment", + "Ġem ph", + "_ edit", + "Ġv it", + "ĉ type", + "E ven", + "ut en", + "Ġcircum stances", + "b ian", + "Ġs ugar", + "W indows", + "ì ŀ", + "Ġobs erved", + "/ data", + "Ġcal endar", + "Ġstri ke", + "ĠR ES", + "_s c", + "f ony", + "ore m", + "( z", + "p ower", + "et ect", + "ĠS at", + ".d escription", + "Ġg ang", + "ĠS ports", + "ong s", + "ĠB undle", + ".s um", + "on ce", + "Ġacc used", + "Ġexplo re", + "Ġapprox imately", + "Ġlos ing", + "thes is", + "ĠF und", + "Ġdi agn", + "A utowired", + "prop erties", + "Ġ_ .", + "Ġc nt", + "ced ure", + "Ġy y", + "Ġgr ant", + "so ck", + ".inner HTML", + "Ġ] );Ċ", + "ĠCON FIG", + "=' $", + "] ];Ċ", + "UN D", + "Ġg lob", + "Ġd ire", + "uff le", + "_M EM", + "Ġauth entic", + "> (\"", + "Ġdec ade", + "ĠIm port", + "Ġorigin ally", + "Ġj Query", + "Ġindic ate", + "Ġours elves", + "S w", + ".l bl", + "ener ate", + "Ġbas ically", + "ĠH om", + "Ġ+ #+", + "ĠBrit ain", + "ĠK ar", + "to Equal", + ".st op", + "Ġmod al", + "is i", + "Ġsuggest s", + "Ġd type", + "Ġt ur", + "b f", + "Ġconnection s", + "ĠB efore", + "ist ed", + "m ouse", + "Ġpul led", + ".b uild", + "Ġlegis lation", + "Ġfor th", + "p ad", + "eg o", + ".N ow", + "Ġexc iting", + "}ĊĊ ĊĊ", + "Ġcom pr", + "Ġsh ares", + "Ġr ig", + "g reen", + "_ vec", + "Ġenumer ate", + "A uto", + "ic ator", + "ĠR ay", + "as se", + "Ġh oliday", + "Ġnull able", + "g un", + "_d etails", + "Ġwr apper", + "se q", + "ĠYou ng", + "ju ana", + "Ġ\" __", + "lic ense", + "ser ve", + "^ (", + "id ers", + ".Rem ove", + "rop down", + "' S", + "p in", + "(t oken", + ".D efault", + "Ġreason able", + "amp ion", + "ĠS ociety", + "Ġbe i", + "erv es", + "r ad", + "ĠF ox", + "_ images", + "Ġw heel", + "') [", + "Ġc fg", + "( By", + "Con structor", + "Ġv ary", + ".sw ift", + "Ġpro xy", + "ĉ H", + "ĠAn other", + "ĠP en", + "Ġcheck ing", + "Ġj est", + "man ager", + "Or igin", + "ug s", + "o ir", + ">< !--", + "Ġexpress ed", + "Ġmod er", + "Ġag encies", + "Ġi h", + "-h idden", + "ious ly", + "ĠR od", + "Ġso le", + "M ed", + ".A ny", + "Ġp c", + "b al", + "Ex ample", + "ĠS ale", + "Ġst rip", + "ĠCom p", + "Ġpresident ial", + "M ost", + "put ation", + "( ref", + "ĠF our", + "_f ilename", + "Ġen forcement", + "Ø ¯", + "ĠGe org", + "we ights", + "/ l", + "Ġag gress", + "Ġd rawing", + "and y", + "< I", + "- j", + "ak a", + "h ref", + "Ġteach ers", + "_ Q", + "( it", + "ĠM B", + "Ġtemp orary", + "ire base", + "str a", + "æĹ ¶", + "è ´", + "( label", + "ou p", + "Ġtop ics", + "Ġport ion", + "id os", + "ĠJew ish", + "Ġre covery", + "Ġstand s", + "# [", + "Ġafter noon", + "ĠArt icle", + "_ att", + "Ġexpl an", + "ĠP ak", + ".setOn ClickListener", + ". children", + "Ġi k", + "+ (", + "l ag", + "Ġdis k", + "Ġcont rovers", + "\"> &", + "as p", + "Ġw ie", + "ĠAustral ian", + "ĠYou Tube", + "At tr", + "cont ains", + "du ce", + "ĠM att", + "at ern", + "Ġvol unte", + "Ġnew sp", + "V P", + "olt ip", + "Ġde legate", + "_m eta", + "Ġaccur ate", + "ĠEx ample", + "% ,", + "ĠD aily", + "Ġc abin", + "ĠS W", + "Ġlim its", + "k ip", + "Ġar my", + "Ġend ing", + "Ġb oss", + "ĠD ialog", + "Al so", + "=\"# \"", + "ord an", + "row se", + "- min", + "Ġ\" &", + "_ loc", + "U X", + "Ġdevelop ers", + "Ġaccur acy", + "Ġmaint enance", + "Ġhe av", + "Ġfil ters", + ".T oolStrip", + "Ġn arr", + "ĠE mp", + "ORD ER", + "ĠM obile", + ".S erial", + ".out put", + ".c ol", + "M aterial", + "um a", + "Ġconsum ers", + "sh ift", + "Ġp ued", + "Ġmin i", + "c ollection", + "Ġk an", + ".c enter", + "H istory", + "Ġben ch", + "() );", + "itor ies", + "Ġcrow d", + "_c all", + "Ġpow ers", + "- E", + "Ġdis miss", + "Ġtalk s", + "ĠCh annel", + "for ward", + "_ control", + "/s rc", + "i est", + "**************** ********", + "Ġbet a", + "(c olor", + "_O BJECT", + "ĠA pi", + "Ġeffect ively", + "C amera", + "s d", + "uss y", + "D ict", + "ĠE ffect", + "ib ilities", + "Ġreturn ing", + "ĠF ar", + "Ġ' ')", + "Ġmod ules", + "il ation", + "Ġ( %", + "TR GL", + "Ġst orm", + "on na", + "ĠEX P", + "Ġs pons", + "Ġdis pl", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "f all", + "å Į", + "ign Key", + "_ US", + "et rics", + "Ġhand les", + "T L", + "_ amount", + "ow a", + "br and", + "ĠT ool", + "Ġus ual", + ". Z", + "cre ment", + "ad ium", + "st ock", + "Ġserv ing", + "ĠB on", + "Ġline ar", + "ĠT arget", + "ĠR adio", + "H L", + "Sh ader", + "om atic", + "ag ues", + "in ity", + "d iff", + "_ iterator", + "qu ot", + "Ġ ,Ċ", + "c allback", + "Ġsympt oms", + "[ _", + "ĠB ul", + "ĠF eb", + "und o", + "_ account", + "Ġtyp edef", + "и Ñģ", + "tr as", + "User Id", + "ĠP enn", + "ĠSup reme", + "} >", + "user Id", + "ĠK im", + "Ġg a", + "Ġart ists", + "å ¸", + "ĠAb stract", + "ok emon", + "Ġh am", + "o val", + "Ġch a", + "at en", + "å Ĩ", + "F ixed", + "Ġvul ner", + "ĠParam eters", + "qu antity", + ".C lear", + "Servlet Request", + "Ġy a", + "Ġsou l", + "trans action", + "Ġsol o", + "Ġp airs", + "æ Ķ", + "ĠG re", + "_ word", + "ĠC C", + "Ġg i", + "z ie", + "Ġsched uled", + "rot ation", + "gy pt", + "ul ous", + ":: _", + "ĠE ll", + "< !", + "ĉĉ ĠĠ", + "l p", + "ah a", + "C opyright", + "Ġdr am", + "Ġdi agram", + "ĠM em", + "Ġg arden", + "Com p", + "Ġattempt s", + "uff ix", + "> ()", + "Ġphil osoph", + "_re l", + "å ¼", + "Ġs v", + ".se cond", + "ant o", + ".J son", + "ĠTe le", + "_ local", + "_s end", + "Ġas pects", + "ì Ĺ", + "IB LE", + "Ġr ail", + "Ġwid ely", + "ash ed", + "i ar", + "in f", + "up per", + "d jango", + "_result s", + "iss ing", + "Ġequ ivalent", + "OUN D", + "Ġt y", + "Ġpotential ly", + "Advertis ement", + "ĠRec ord", + "resent ation", + "_w idget", + "ound ing", + "Ġrelig ion", + "Ġcons c", + "ĠL im", + ". am", + "H tml", + "Ġ' :", + "P ATH", + "_s pec", + "ort ed", + "id ades", + "_sh ape", + "Ġkeep s", + ".S ave", + "ĠL oc", + "or i", + "ĠT EST", + "unic ip", + "Ġreg ions", + "Ġbelie ves", + "/ en", + "pos ite", + "{ '", + "pre pare", + "_ const", + "s ample", + "ĠWill iams", + "Ġstr t", + "_ Get", + "ĠAnd rew", + ". active", + "Ġl ayers", + "Visual Style", + "az y", + "ĠK n", + "Ġac id", + "ĠAs ia", + "Ġex cess", + "ĉm y", + "Ġkey board", + "ens us", + "Ġcre w", + "Ġmiss ed", + "m aster", + "ĠW ild", + "Ġnew ly", + "Ġwin ner", + "Ġst ub", + "ic ode", + ".m ove", + "D omain", + "ĠS ar", + "Ġfore st", + "LE D", + "claim er", + ".ex it", + "ĠW indow", + "Ġres istance", + "ĠC HECK", + "(\" -", + "ĠR yan", + "Ġp ipe", + "Ġco ast", + "DE F", + "// !", + "_ off", + "ex it", + "Ġult imately", + "imit ive", + "ĠKe ep", + "Ġhistor ical", + "Ġany way", + "ĠJack son", + "ock er", + "ER N", + "ĠU INT", + "y ntax", + "ER Y", + "is ms", + "Ġc n", + "Ġocc urs", + "Ġ; ;", + "Text View", + "A E", + "/ img", + "Ġy esterday", + "- default", + "Ġt iny", + "Ġpro c", + "Ġal ive", + "ĠRE G", + ". th", + "ear ing", + ".get Logger", + "< link", + "_ login", + "F older", + "ab c", + "lyph icon", + "н о", + "Ġnot iced", + "od igo", + "Ġed ition", + "im ator", + ". Enabled", + ".parse Int", + "Ġy ards", + "ĉĉĉĉĉĉĉĉ ĉĉĉĉ", + "Ġver bose", + "л Ñı", + "_B Y", + ".log in", + ".* ;Ċ", + "ĠM id", + "é es", + "Ġg lo", + "Ġbuild ings", + "Ġz e", + "ĠI ter", + "Ġt ube", + "ĠP ot", + "\\ M", + "< th", + "br idge", + "ĠS cript", + "ĠM odule", + "Ġv acc", + "Ġinstall ation", + "v y", + "VisualStyle BackColor", + "ĠS M", + ".t otal", + "b at", + "Ġfind s", + "Ġat mos", + "Sub view", + "iz ard", + "Ġrepl acement", + "lic ated", + "ap is", + "Ġlog ged", + "ĠLe ft", + "G ui", + "_ Type", + "t m", + "P ad", + "Ġhouse hold", + "Ġre le", + "Ġpropos al", + "_CL ASS", + ":: ::", + "Ġinf rastructure", + "In ject", + "/ html", + "Ġad s", + "iz za", + "Ġm g", + "ctr ine", + "% Ċ", + "< html", + "- image", + "Ġatt orney", + "< m", + "(' ,", + "Ġcan n", + "Ġprint ln", + "o ose", + "Ġy ellow", + ".ex p", + "p ayment", + "Ġtable View", + "aw ay", + "Ġopp osition", + "ĠAg ain", + "ĠH andle", + "Ġex clusive", + "in ar", + "é r", + "оР±", + "ĠC ODE", + "emp orary", + "Ġre act", + "pi pe", + "c z", + ". activity", + "Ġlarg ely", + "Ġdis s", + "ax y", + "es is", + "ĠR en", + "Ġc orn", + ".Use VisualStyleBackColor", + "d ays", + "Ġfr uit", + "In sert", + "_ enc", + "E st", + "_de c", + "ĠL uc", + "Ġü ber", + "param eters", + "P ERT", + "ex press", + "_pro file", + "Un known", + "Ġrev olution", + ".add ress", + "_re quire", + "Ġun iform", + "ĠP ack", + "l ar", + "ĠU ITableView", + "Ġdep ends", + "Valid ation", + "conf irm", + "O wner", + "Ġt rib", + "h et", + "ĠI de", + "ans as", + "L anguage", + "u et", + "ĠP o", + "ĠSte ve", + "Ġcont est", + "_DE FAULT", + "Ġapparent ly", + "RE EN", + "Ġfrequ ently", + "Ġtrad ition", + "ocol ate", + "S I", + "ĠArg ument", + "F ocus", + "ert e", + "ĠL ayout", + "Ġd x", + "Ġgener ator", + "ĠW ait", + "P olicy", + "l ights", + ".Ex ecute", + "P y", + "Ġbed room", + "ed a", + "ra id", + "ĉs ize", + "Ġan cient", + "Ġp ump", + "Ġd w", + "Ġ(! (", + "Ġspec ify", + "( status", + "ĠF BI", + ".ex ception", + "Ġrem ark", + "ly mp", + "ant ee", + "Up load", + "ern et", + "é ¡", + "in ent", + "ĠR ender", + "d m", + "ĠM emory", + "r ich", + "ĠT ools", + "Ġk ne", + "Ġper m", + "b ad", + "Ġd inner", + ".res et", + "Ġj Label", + "Fe ature", + ".S ervice", + "Ġ( {Ċ", + "Ġre ferred", + ".class List", + "Ġinit With", + "ĠText View", + "Ġne ither", + "Ġcount y", + "Ġ\" {", + "ç §", + "Ġt ack", + "class Name", + "ĠUS ER", + "Ġre new", + "` `", + "get Name", + "Ġb rown", + "Err ors", + "ert o", + "Ġsust ain", + "S O", + "let es", + "ĠIn valid", + "Ġen emies", + "un ge", + "Ġexist ence", + "err a", + "Ċ ĠĠĊ", + "utor ial", + "# a", + "p ay", + "char ge", + "ĠI re", + "ate st", + "Ġexp los", + "Ġf ired", + "N ER", + "ĠT y", + "ic ion", + "U ri", + "Ġobvious ly", + "ĠC olum", + "Ġ' +", + "ĠDe vice", + "- related", + "_ ARG", + "Ġv or", + "ĠLess er", + "_O P", + "Serial izer", + "Ġup grade", + "L ight", + "Ġc odes", + "++ ;čĊ", + "Ġwrit es", + "fo od", + "Ġé t", + "@ section", + "Ġtrack s", + "Ġserious ly", + "ch t", + "(size of", + "Ġimmedi ate", + "Ġscient ists", + "Ġ{ $", + "_ ne", + ".Anchor Styles", + "Ġaccom mod", + "ĠHar ry", + "Ġs ight", + "ĠPale st", + "ersist ent", + "Ġ Ñĥ", + "- input", + "Ġco ordinates", + " ·", + "W elcome", + ".con f", + "Ġgre w", + "Ġb old", + "ĠC PU", + "(m y", + "Ġperfect ly", + "Ġmom ents", + "ĠM ovie", + "- data", + "yst al", + "_W IDTH", + "ĠS creen", + "æ Ŀ", + "Ġdis ap", + "Ġredu ction", + ".Get Component", + "_M ODULE", + "Ġgener ic", + "Ġd y", + "all er", + "Ġc url", + "ĠB ody", + "Ġb anks", + ", t", + "av g", + "Ġev il", + "Ġmanufact urer", + "Ġrece iver", + "Column s", + "Ġing redients", + "ĉ out", + "qu es", + ".L oad", + "Ġslow ly", + "ĠT own", + "ĠC ell", + "_n ormal", + "_p refix", + "ĠAl ert", + "(\" {", + "ä r", + "âĢľ The", + "ĠM D", + "Ġcour ses", + "ath an", + "é Ļ", + "oc c", + "ĠS ER", + "es ign", + "Add r", + "= ['", + "(\" ./", + "] }", + ".f ont", + "ĠInst agram", + "ĠB order", + "od a", + "Ġh all", + "Ġr um", + "_b it", + "Ġs aving", + "_d own", + "R andom", + "_reg ister", + "( Context", + "Ġoppos ite", + "R oom", + "Y ES", + "ан и", + "Ġenjoy ed", + "_r un", + "C lear", + "âĢ ĺ", + "ĠF ord", + "on ic", + "ost en", + "\"] )", + "_ auth", + "// čĊ", + "Ġsuff icient", + "LE S", + "Ġph en", + "Ġo h", + "_c sv", + "Ġrout ine", + ".Are Equal", + "ay lor", + "Ġb asket", + "_COM M", + "rypt ed", + "S im", + "ĠSh op", + "Ġstud io", + "at os", + "( W", + "[ string", + "ä t", + "og a", + "Ġsh r", + "Ġs ick", + "An other", + "Ġdo ors", + "_N E", + "ĠTH REE", + ". order", + "raz il", + "Ġmap s", + "_TR UE", + "trans late", + "Ġnear by", + "Ġn ach", + "LO AT", + "b atch", + "Ġl ux", + "ash es", + "ang ers", + "âĢ¦ âĢ¦", + "_E VENT", + "_ UP", + "Ġact s", + "in v", + "_M ETHOD", + "cc ion", + "Ġret ain", + "ut ch", + "ĠÐ ±", + "Ġknow ing", + "Ġrepresent ing", + "N OT", + "p ng", + "Con tract", + "Ġtr ick", + "ĠE dition", + "uplic ate", + "Ġcontrol led", + "c fg", + "j avascript", + "Ġmil k", + "Wh ite", + "Se quence", + "aw a", + "Ġdiscuss ed", + "ĠB ush", + "ĠY ES", + ".f actory", + "t ags", + "Ġt act", + "Ġs id", + "$ $", + "ĠE num", + "Ġfr ames", + "} );", + "Ġreg ul", + "'] ;čĊ", + "Reg ion", + "ff f", + "Ġc ro", + "( com", + "=\" +", + "St udent", + "Ġdis appoint", + "RES ULT", + "Count er", + "Ġbut ter", + "ĠH a", + "ĠD igital", + "Ġb id", + "\"> {{", + "ing ers", + "ĠC ountry", + "_t pl", + "\"] )Ċ", + "/ k", + "d ating", + ": #", + "ĠD ATA", + "yn chron", + "_b ody", + "olly wood", + "Ġval or", + "ip ient", + "o ft", + "UB L", + "doc s", + "Ġsyn chron", + "Ġform ed", + "ru ption", + "Ġlist a", + "Request Mapping", + "Ġvill age", + "Ġkn ock", + "oc s", + "\" {", + "_fl ags", + "Ġtrans actions", + "Ġhab it", + "ĠJ e", + "ed en", + "Ġa ircraft", + "ir k", + "ĠA B", + "Ġfair ly", + ". inter", + ".A ct", + "Ġinstr ument", + "remove Class", + ".com mand", + "Ñ ī", + "ĉm em", + "( min", + "Ġo t", + "Ġcol le", + "= s", + "time out", + "Ġid s", + "ĠM atch", + "ij n", + "z ero", + "Ġnetwork s", + ".g ov", + "Ġint el", + "Ġsection s", + "out ine", + "(c md", + "(d ir", + "ĠLI ABILITY", + "ĠB log", + "Ġbr idge", + "ĠC V", + "con vert", + "Ġ\" )Ċ", + "ĠB ern", + "_P O", + "e val", + "( set", + "to ol", + "Ġpay ments", + "Beh aviour", + "Ġcon crete", + "Ġel ig", + "Ġacc eler", + "Ġh ole", + "_ o", + "TE GER", + "Ġgraph ics", + "O wn", + "Form atter", + "on der", + "Ġpack ages", + "/ a", + "ĠK now", + "Or Default", + "Ġdut y", + "W ait", + "н а", + "_rec ord", + "[ t", + "M esh", + "Ġon going", + ".be ans", + "Ġt an", + "Ġinter pret", + "ast ers", + "QU AL", + "Ġleg s", + "\\ Request", + "- file", + "_m utex", + "ĠS aint", + "// #", + "Ġpro hib", + "( info", + ": =", + "lin ux", + "Ġb lo", + "ot ic", + "ĉf inal", + "_ex p", + "ĠSt op", + "ap ing", + "(s aved", + "_p ush", + "Ġe ase", + "_F R", + "pons ive", + "str cmp", + ": ĊĊĊĊ", + "ä» ¶", + "ol i", + "Ġextrem e", + "Ġprof essor", + "Im ages", + ".IO Exception", + "Ġaddress es", + "plement ed", + "Ġincor por", + "Ġuse Effect", + "_O F", + "ĠD a", + "n ombre", + "IR ST", + "Ġdisc rim", + "Ġcomp ens", + "greg ate", + "anc ell", + "ach es", + "ĠC riteria", + "$ result", + "D estroy", + "Ġsecond ary", + "W atch", + "ĠS em", + "ĠMc C", + "Ġacad emic", + "U pper", + ":: ~", + "ut ral", + "ĠD og", + "ad ed", + "Valid ator", + "Ġder ived", + "Ġset Timeout", + "ĠK en", + "Ġtyp ical", + "ĠB ob", + "Ġb ounds", + "ĠSe ason", + "Ġc razy", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠ", + "-r outer", + "itt est", + "ĠM ir", + "Ġemot ional", + ", v", + "c n", + "/ st", + "å ½", + "on om", + "Ġdecl ared", + "> .", + "ail ing", + "Ġ/* <<<", + "Ġnorm ally", + "(M e", + "ev in", + "lik ely", + "Ġpoint ed", + "ĠSt ack", + "Ġw alls", + ". Vector", + "me an", + "] ]Ċ", + "Ġlist ening", + "ad v", + "Ġsw ap", + "IF T", + "Ø ª", + ". argv", + "ul s", + "< option", + "not ations", + "Ġemail s", + "ĠU kr", + "ast a", + "ĠTh us", + "ĠSt one", + "Ġappe al", + ". âĢĻ", + "Ġreg ulations", + "Pre ferences", + "ĠPh one", + "ul f", + "ĠD R", + "Ġtechn ologies", + "Ġpar agraph", + "Ġnecess arily", + ".e ach", + "< float", + "res a", + "Ġunder st", + "Ġf inger", + "press ed", + "-b y", + "if fer", + "w atch", + "ĠB a", + "A IM", + "Ġwe ights", + "ĠR on", + "') }}", + "[ self", + "-------- --Ċ", + "per iment", + "Ġto String", + "x ic", + "ĠC amera", + "! ĊĊĊĊ", + "aur ant", + "P refix", + "Ġinstit utions", + ": int", + "Ġex posure", + "p attern", + "ĠLin ux", + ".n umber", + "red ient", + "Argument Exception", + "ĠCh ief", + "\" },", + "Ġelect ronic", + "r ong", + "er d", + "sp Net", + "ra it", + "/ ',", + "ĠOh io", + "Cont rollers", + "Ġcontin uing", + "ĠT emplate", + "ĠE th", + "s z", + "/ env", + "En v", + "% .", + "art ers", + ") ((", + "ĠT ABLE", + "Ġà ®", + "per ature", + "pro gress", + "P res", + "ê °", + "im plementation", + "Ġb ien", + "Ġstre ets", + "_M SG", + "New s", + "## #", + ": /", + "Ġcut ting", + "x B", + "ress ed", + "_EN ABLE", + "l ab", + "Ġca using", + "] ));Ċ", + "b ra", + "x FFFF", + "il ly", + "plet ion", + "w ill", + "_b ar", + "Ġstruct ures", + "ĠI mp", + "Û Į", + "Ġ< >", + "Ġ ----------------", + "_B UFFER", + ".d ir", + "Ġpl ain", + "Ġpe er", + "g g", + "oint s", + "Ġsomew hat", + "Ġw et", + "Ġemploy ment", + "Ġtick ets", + "ir ms", + "Ġt uple", + "s is", + "$ sql", + "r ig", + "Ġcon version", + "Ġg es", + "Ġconfig ure", + "eg r", + "ĠC a", + "Ġ__ ('", + "ou ston", + ".t oken", + "Bl ack", + "Ġmag azine", + "A W", + ". IN", + "os ing", + "Ġbro ke", + "ĠC ru", + "DE LETE", + "Ġdestroy ed", + "(M ath", + "Ġappro val", + "-d om", + "ĠI II", + "table View", + "Ġdesign s", + "Ġcrush ing", + "Ġcons ent", + "dir name", + "om p", + "Ġc rypt", + "? (", + "or ough", + ". o", + "ĉ list", + "ams ung", + ".\"\" \"Ċ", + "err ing", + "G oogle", + "_p air", + "_IN IT", + "rem arks", + "Ġg ear", + "F ill", + "l ife", + "} \")Ċ", + "Ġsuit able", + "Ġsurpr ised", + "_RE QUEST", + "Ġman ifest", + "att en", + "Ġfr ustr", + "ov ement", + ".c lick", + "Ġi i", + "Ġexp ansion", + "ig s", + "P arse", + ".Reg ular", + "R ob", + "_l ayout", + "ì ł", + "Ġtrans lation", + "ĠBe aut", + "B est", + "_C OLOR", + "< label", + "Ġliqu id", + "IT S", + "Ġpro d", + "Ġoper ate", + "UI Kit", + "Ġn atur", + "arg ument", + "_d etail", + "ĠCent re", + "Ġ\" --", + "Ġ}} \"", + "lo cale", + ".t v", + "_se q", + "Ġup coming", + "Ch art", + "ĠDiv ision", + "Ġclin ical", + "Com pany", + "S epar", + "l as", + "ĠH un", + ": s", + "Ġhead ing", + "оР³", + "Ġ\" \");Ċ", + "[ id", + "b ia", + "Ġst retch", + "ic ide", + "Ġre produ", + ".pro ject", + "leg end", + "end ers", + "Ġrespons es", + "Ġon t", + "rit ical", + "Ġref uge", + "ĠL i", + "Ġ: ĊĊ", + "ĠTh ree", + ".cont roller", + "_IN DEX", + "_F OR", + "\\Model s", + "j ax", + "ĉex it", + "Ġâ ĸ", + "Ġc overs", + "ĉ y", + "- .", + "IND OW", + "Ġfail s", + "in cludes", + "Ġf ault", + "Ġl y", + "ñ o", + ".s lice", + "ILE D", + "ĠP ur", + "ĠAs ian", + "_b atch", + ".M ax", + "v l", + "ĠCOPY RIGHT", + "Ġg iant", + "ĠMan ual", + "ĠC opy", + "Class Name", + "He alth", + "C ursor", + "IB Outlet", + "Ġt we", + "æ ³", + "_label s", + "Ġcol lected", + "Ġfurn iture", + "Ġdeal ing", + "Control s", + "ĠHot el", + "ck s", + "Ġch ose", + "âĶ Ģ", + "od d", + "S R", + "Ù Ĭ", + "ì Ħ", + "Ġacc ord", + "ĠM ove", + "ĠM ode", + "ĠM ock", + "Ġthread s", + "++ ++", + "ĠO ptions", + "Ref resh", + "ĠD id", + "'] ->", + "u cc", + "_ch annel", + ". abs", + "Ġ{ },Ċ", + "ĠW al", + "er ior", + "Ġmain ly", + "ĠDr iver", + "NotFound Exception", + "Ġcount s", + "e am", + "Ġ& =", + "Q uestion", + "ĠA li", + "Ġany more", + "d etail", + "t ail", + "Ġm ile", + "ĠF air", + "Ġs orry", + "Ġsurround ing", + "Ġad m", + "De v", + "Ġmari juana", + "ĠS ound", + "ĠA sh", + "F D", + "Te am", + ". port", + "Ġ[ ]ĊĊ", + "ub ble", + "Ġas c", + "Ġint ention", + "A cc", + "ch i", + "ust ers", + "Ġins pired", + "se g", + "CL U", + "Ġman ip", + "M etadata", + "Con nect", + "ĠB eh", + "Ġfind ings", + "Ġas sembly", + "w orld", + "Ġrem ained", + "Ġu id", + "( .", + "Ġm x", + "Lo op", + "ĊĊĊĊ Ċ", + "Ġfant astic", + "wh o", + "ak i", + "ĠB asic", + "ĠY et", + "ĠUs ers", + "ik ip", + "Ġhead s", + "ĠMich igan", + "_ it", + "ĠTor onto", + "Ġrec ording", + "Ġsub mitted", + "_var iable", + "medi ate", + ".graph ics", + "Ġst ood", + "Ġre ar", + "vel ocity", + "_M ESSAGE", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "ro les", + "ĠT our", + "_ year", + "end ment", + "amp s", + "ĠIre land", + "m al", + "Ġyoung er", + "Ġstrugg le", + "Ġc able", + "ĠSD L", + "(' -", + "an es", + "ĠNe ed", + ".R ow", + "P ol", + "ĠP H", + "_s cript", + "ag em", + "ĠB as", + "_s pace", + ". loc", + ": i", + "ad r", + "Ġengine ering", + "it en", + ") &", + "Ġu k", + "ĠL ittle", + "_C OUNT", + "x A", + "Array List", + "æ į", + "Ġ\" \")Ċ", + "An chor", + "Ġh ang", + "t witter", + "Ġcompet itive", + ".s rc", + "ãģ Ĺ", + "Ġtrans late", + "ĠCre ates", + "ook s", + "ĠR oll", + "'' 'Ċ", + "/ sh", + "s ome", + "Enc oding", + ".res olve", + "Ġdesign er", + "ĠSt orage", + "Ġz a", + "ĠN ever", + "Ġsomew here", + "Ġbox es", + ".s ource", + "Ġpy game", + "Ġgrow n", + ".t w", + "() ),Ċ", + "', ['", + "Ġoppon ent", + "(s rc", + ".l ayer", + "AP P", + "ĠAct iv", + "Ġguest s", + "ĠVAL UES", + "};ĊĊ Ċ", + ".n ative", + "Ġamount s", + ". RE", + "Ġcl one", + "Ġwer en", + "Ġ\" <<", + "_ ac", + "Ġbreak ing", + "Ġreli able", + ".P OST", + "ĠSk y", + "Ġ' &", + "Ġsaved InstanceState", + "ast ing", + "ill ion", + "com ments", + "ult y", + ".m enu", + "/ config", + "Ġ ĊĊĊ", + "T ODO", + "Ġpurch ased", + "_c or", + "ĉ auto", + "Compat Activity", + "com plete", + "_ graph", + "is odes", + "Ġsitu ations", + "ĠH or", + "Re ceive", + "âĢľ We", + "Ġent ities", + ".assert Equals", + "оРº", + "ĠS ans", + "v ince", + "rom pt", + "= Ċ", + "Ġ/ .", + ".Se lect", + "yl v", + "Ġb att", + "A udio", + "Ġincreasing ly", + ".B undle", + "Ġexpl ains", + "the ast", + ". offset", + "Ġh al", + "Ġtechn ique", + "_l imit", + "Ġdraw n", + "AY ER", + "Ġfeature d", + "yy yy", + "at in", + "ph en", + "ach el", + "! \\", + "l ower", + "ĠG R", + "Ġp ag", + "ĠP arse", + "Ġt ou", + "ä¸ Ģ", + "D istance", + "Index Path", + "Ġh ell", + "s im", + "UT TON", + "Us age", + "elen ium", + "ĠF all", + "Ġ\" .$", + "ĠM u", + "Ġcr uc", + "Ġs ont", + "REF IX", + "Ġinter ior", + "ĠO lymp", + ".Auto Scale", + "par a", + "Axis Alignment", + "Ġr iver", + "D to", + "Ġwith draw", + "Re act", + "- class", + "b efore", + "_ alloc", + "Cont ents", + "ĠW as", + "I CT", + "Ġform ula", + "Ġindic ates", + "ĠĠĠĠ ĊĊ", + "_st ore", + "it ting", + "ĠIt alian", + "_S et", + "_re port", + "Ġp id", + "_V ER", + "Ġw ins", + "ĠCl oud", + "\") {Ċ", + "ch ester", + "Ġden ied", + "Ġw ird", + "ĠSte p", + "Ġinvest ors", + "b old", + "_d isplay", + "ou ver", + "or er", + "Res et", + "Ġsurg ery", + "Ġstrateg ies", + "/m aterial", + "_ unit", + "Ġc ouncil", + ".P er", + "ĠâĢ ŀ", + "Ġre form", + "F ramework", + "Ġlist ing", + "_b tn", + "Ġb is", + "% d", + "eg as", + "Ġsudden ly", + "_S ER", + "Ġa o", + "_d irectory", + "f as", + "Ġprem ium", + "Ġtrack ing", + "ĠB L", + "Ġm ature", + "Ġbath room", + "Ġ'/ '", + "ĠÄ ij", + "Per formed", + "Ġsold iers", + "arn ings", + "Ġwalk ed", + "- con", + "b ottom", + "Ġsurpr ising", + "Ġg ene", + "Us uario", + ".DE FAULT", + "ĠM IT", + "C ODE", + "ĠE gypt", + "p icker", + "ys ql", + "AT URE", + "d etails", + "ĠCon ference", + "In formation", + "ĠM ail", + "-d own", + "r aries", + "b ro", + "Ġsubject s", + "Ġ' *", + "è¯ ·", + "or ient", + ": @", + "ver bose", + "E F", + "Ġto ler", + "eng ers", + "Ġend point", + "Ġstr ange", + "Ġcol on", + "Ġpre ferred", + "de p", + "ĠE V", + "ARR AY", + "Ġw he", + "Ġp up", + "_n odes", + "Ġtalk ed", + "Ġinstit ution", + "db c", + "Ġex posed", + "te en", + "ĠFr ont", + "T T", + "_N ONE", + "\\/ \\/", + "pro gram", + "Ġencour age", + ". `", + "sh ire", + "ĠIsl am", + "e en", + "N I", + "' \"", + ".W idth", + "Ġlik ed", + "Ġ{ ...", + "ĠSystem s", + "Ġvot re", + "Ġmanufact uring", + "Con verter", + "ĠIn f", + "ì ļ", + "D TO", + "Ġin ches", + "Ġ à¤", + "à ¹", + "ĠChar les", + "B U", + "\")) ;ĊĊ", + "ĠL abor", + "un n", + "Ġest im", + "m obile", + "ĠL earn", + "_C ALL", + "â Ħ", + "Ġind ices", + "Ġt ub", + "ikip edia", + "C ost", + "row able", + "ë ¡", + "g age", + "Ġfunction ality", + "uzz le", + "em os", + ".l ib", + "Ġd ass", + "еРº", + "enn a", + "Ġsh ots", + "Ġrest ore", + "/ D", + "For Key", + "], [", + "al ias", + "l int", + ".st ream", + "æ ł", + "_FORM AT", + "Ġsil ver", + ".re pository", + "Ġlegis l", + ".B order", + "_fe atures", + "Per mission", + "Ġhous es", + "ĠW ars", + "_COM P", + "Ġinj uries", + "Ġconstant ly", + "fl utter", + "EN U", + "ĠCon f", + "Ġrecogn ized", + "Ġpract ical", + "Ġde cent", + "B J", + "] );", + "ast y", + "ĠAct ivity", + "-m ode", + "Ġsl ide", + ".IsNullOr Empty", + "ĠY OU", + "P ower", + "ind ices", + "Ġqual ified", + "Ġthrow n", + "h ello", + "ĠN ick", + "l ah", + "as sembly", + "ĠSm all", + "old ing", + "Sh ould", + "ĠSil ver", + "(saved InstanceState", + "Ġtog gle", + ".N ot", + "C trl", + ": nil", + "ĠCont inue", + "ĠB oot", + "æ ī", + "ĠM ur", + "d on", + "ĠF A", + "S napshot", + "Ġassoci ation", + "fo x", + ", a", + "az ione", + "] )čĊ", + "CT YPE", + "Ġf ade", + "ĠD ar", + ".n avigation", + "Ġl uck", + "SC RI", + "ĠDe ad", + "Ġterm inal", + "_LE NGTH", + "Ġeff iciency", + "Ġun w", + "Ġn arrow", + "iment o", + "( Color", + "ĠSe a", + "_ area", + ", A", + "_ opt", + "ĠHill ary", + ".t ask", + "ĠJ ac", + "ast ed", + "ĠAd am", + "ĠIl legal", + "Ġsearch ing", + "Instance Of", + "J ava", + "ĠForm at", + "Ġreal ized", + "ĠChild ren", + "Ġk il", + "(f rame", + "âĢĿ .ĊĊ", + "Ġscen ario", + "\"] );Ċ", + "Ġincred ible", + "li x", + "IO Exception", + "ĠQ uest", + "il ty", + "Ġun lock", + "â Ĥ¬", + "Ġre ferences", + "ĠV ert", + "B inding", + "eg ative", + "Ġwr ap", + ".d atabase", + "( content", + "B uf", + "ĠTr ad", + "ĠA ud", + "tr ace", + ".m ock", + "Ġther apy", + "ĉ L", + ".To Int", + "ĠKing dom", + "B us", + "ha ust", + "\"\" \"ĊĊ", + "( end", + ".draw able", + "[ ];Ċ", + "ĠH ospital", + "Ġph arm", + "---- -", + "ĠA G", + "é d", + "> \");Ċ", + "Ġw allet", + "at able", + ") $", + "Ġmonth ly", + "Ġdi agnostic", + "S ymbol", + "Ġiter ator", + "un finished", + "Ġimm igration", + "s r", + "RO W", + "(g ame", + "Ġclo thes", + "ĠU nt", + "Ġactiv ation", + "_C on", + ".h ash", + "Ġinitial ly", + ".H ash", + "Ġcut s", + "f ound", + "ĠSt ory", + "ÑĨ и", + "ac ao", + "_T YP", + "pro to", + "est r", + "-p age", + "ah r", + "Ġincor rect", + "ĠJose ph", + "TextBox Column", + "_st yle", + "ĠD aniel", + "s heet", + "Ġl iv", + "l ined", + "Ġr a", + "R untime", + "_ empty", + "sl ug", + "_ struct", + "ë Ĭ", + "m u", + "Ġper mitted", + "Ġreg ional", + "Ġsob re", + "ĠS uch", + "Ġ[ _", + "Ġro of", + ".Al ignment", + "t imes", + ".m sg", + "Ġche st", + "ĠT ab", + "Ġest a", + "ä n", + "Ġsubs cription", + "( command", + "s pecial", + "Ġme al", + "\") :Ċ", + "_ ctx", + "Ġclos ely", + "et ry", + "- be", + "ad el", + "ĠR am", + "ig est", + "ĠSpan ish", + "Ġcommit ment", + "Ġw ake", + "* >(", + "P HP", + "_ {", + "ck er", + "< List", + "_n ull", + "ĠRes erved", + "Ġin her", + ".Column s", + ".A spNet", + "_IN VALID", + "ĠParam eter", + "Ġex pr", + "} {", + "Cell Style", + "Ġval uable", + "Ġfun ny", + "In v", + "Ġst able", + "* t", + "Ġp ill", + "pl iers", + "ĠC SS", + "ĠCon dition", + "ĠS peed", + "ublish er", + "Ġoff ensive", + "ce st", + "ic as", + "Ġsp ark", + "ĠPro te", + "set up", + "IF Y", + "ĠT ax", + "Wh o", + "F amily", + "- for", + ". uk", + "Ġf asc", + "sv g", + "\") ).", + "Ġbirth day", + "âĸ Ī", + "ve h", + "el led", + "Ġimport s", + "ĠIsl amic", + "T A", + "ĠSt an", + "we ather", + "Ġsus pect", + "e ature", + "enn es", + "W M", + ".m inecraft", + "av id", + "è ½", + ".se curity", + "in os", + "G ood", + "Ġm arch", + "Ġposs ess", + "us uario", + "Con s", + "am ber", + "ched uler", + "Ġhor se", + "ç ½", + "(b ody", + "ĠTrans form", + "_de code", + ".s vg", + "Ġf oo", + "Ġd ella", + "ext ends", + "am er", + "Ġprocess ed", + "ĠH arr", + "ĠA I", + "Ġk o", + "CH AR", + "( %", + "Ġt ap", + "({ '", + "c roll", + "D OM", + "Ġte a", + "Ġre in", + "Ġworld wide", + "_f n", + "sh a", + "Ġb ir", + "ç ões", + "=\"# \">", + "Ġrepresent ed", + "ill er", + "(ex pected", + "Ġd ance", + "Ġvisit ors", + ".con cat", + "-b it", + "UR RE", + "ĠR og", + "v p", + "ip h", + "ĠL LC", + "it led", + "iam i", + "C oll", + "_re al", + "_sh ow", + "_f older", + "Ġd ar", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġl atter", + "arch y", + "Ġb ow", + "Ġout come", + "ĠPost ed", + "Ġris ks", + "ĠThere fore", + "Ġowners hip", + "Ġpar allel", + "Ġp ending", + "ge ometry", + "Ġrecogn ize", + "ST EM", + "ĠC P", + "Ġimm igr", + "IT LE", + "ĠĠĠĠ ĉĉ", + "conn ected", + "Ġsm ile", + "(d ocument", + "\\ Component", + "vert ical", + "Ġconsum ption", + "Ġsh oes", + ". impl", + "un ks", + ". \";Ċ", + "Ġfood s", + "_ );Ċ", + ".assert True", + "Ġp ipeline", + "Ġcollection s", + "Ġearn ed", + "ĠC ert", + "Ġpartners hip", + "( action", + "Ġc d", + "ĠV ery", + "Option al", + "Ġscre ens", + "Ġtit les", + "ener ator", + "Ġab andon", + "k ind", + "IL TER", + "Ġclos ing", + "lic a", + "_ inter", + "Ġcamp us", + "set ting", + "S prite", + "ãģ ¯", + "_re ply", + "To List", + ": \\/\\/", + "ed e", + "Ġfol ks", + "Ġbo at", + "( argv", + "Ġperman ent", + "Ġcarry ing", + "Ġconserv ative", + "import ant", + ". img", + "ĠIm m", + "Ġdim ensions", + "al and", + "s ingle", + "Ex it", + "-------- --", + "ari ant", + "tern al", + "Se conds", + "ĠIt aly", + "ot lin", + ".Res ume", + "=' \"", + ") ==", + "cept or", + "Ġs ca", + "/m ain", + "Sec urity", + "_d at", + "Ġlet s", + "Ġa qu", + "Ġwhen ever", + "b erry", + "Ġact ing", + "ant i", + "p d", + "& gt", + "æ Ń", + "Z one", + "T oday", + "! .", + "To Props", + "ab is", + "it able", + "Ġg al", + "] {", + "iz ona", + "Ġin contri", + "N ET", + "/// Ċ", + "[ in", + "_s ave", + "Ġex em", + "ĠK enn", + "Ġev olution", + "var s", + "_st ats", + "- only", + "ĠColor ado", + "Ġwatch ed", + "b our", + "Ġsever e", + "Ġprofession als", + "port ion", + "Ġguar ante", + "Ð ³", + "Ġpush ed", + "ĠG i", + "ï ½", + "Ġt um", + "ĠA z", + "ĠEdge Insets", + "\")) ;čĊ", + "is se", + ". ac", + "Set ting", + "Ġapprec iate", + "ĠValue Error", + "Ġsur ve", + "ĠR ole", + ". Inter", + "plot lib", + "j et", + "d am", + "Ġplatform s", + "te le", + "UT O", + "ĠInt ernal", + "+ :", + "} ;čĊ", + "Gener al", + "\\ Entity", + "Ġlawy er", + "qu iv", + "ĠPost s", + "is o", + "Ġacc um", + "ob e", + "Ġmark s", + "Ġ] ;ĊĊ", + "ĉ text", + ".s uccess", + "cur r", + "as a", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġth in", + "_ over", + "are st", + "ĠO s", + "( address", + "Ġvel ocity", + "Ġ[] ;ĊĊ", + "=\" ../../", + "ĠPr iv", + "b ow", + "Ġguar antee", + "% ĊĊ", + "Ġeval uate", + ".LE NGTH", + "Ġin ventory", + "q a", + "_de bug", + ".On ClickListener", + "Ġl ies", + "Ġassess ment", + "dat etime", + ".background Color", + "Ġ*/ čĊčĊ", + "ra f", + "un wrap", + "ĠF oot", + "Ġnot ify", + "Ġlow est", + "DO CTYPE", + "Ġl anguages", + "ex tra", + "- back", + "Ġein en", + "tem plates", + "_p ass", + "ĠM ust", + "Ġest á", + "_c ore", + "ĠSc ot", + "A I", + "Ġb ias", + "ations hip", + "Con stant", + "Ġprogram ming", + "In s", + "uspend Layout", + "ĠPRO VID", + "ant es", + "Ġsh irt", + "in ated", + ". OK", + "[ a", + "Ġthink s", + "? ĊĊĊĊ", + "Ġregard less", + "ĠMag ic", + "ul ating", + "ĉ class", + "add Group", + "RE ATE", + "ĠS U", + "Ġsim pl", + "c opyright", + "Ġb unch", + "Ġun iverse", + "ĠE rr", + "Ġpresent ation", + "c ategories", + "Ġatt ach", + ".s ign", + "_A C", + "Ġdisc ipl", + "Ġregular ly", + "Ġprim arily", + "ink s", + "[ [", + ".r and", + ".sh ould", + "ownt own", + "=\" '", + "Ġs ans", + "Ġsupport ers", + "se quence", + "G O", + ". .ĊĊ", + "ĠS pr", + "Ġcare fully", + "U IColor", + "dest roy", + "Ġtod os", + "ĠOR DER", + "ott ed", + "Ġd ont", + "aud i", + "_ player", + "g re", + "ĠO il", + "< body", + "_st ack", + ".P adding", + "ĠProduct s", + "Ġpriv ile", + "Ġinj ured", + "ĠF urther", + "Ġal ias", + ".Resume Layout", + "_LE N", + "Ġs es", + "'] ;ĊĊ", + "cre ens", + "Ġdirect ed", + ".S uspendLayout", + "od ge", + ".A t", + "mark s", + "ĠUn ivers", + "ert s", + "ĠE sc", + "Ġnav bar", + "Ġutil ity", + "agnost ics", + "Ġin ject", + "ĠD NA", + "Ġ\" ,\"", + "am ar", + "Ġe u", + "Ġrestaur ants", + "_p ut", + "ut ers", + "Tool Strip", + "t w", + "ist ro", + "Ġz oom", + "Ġleg it", + "pec ific", + "ĠC ome", + "Ġlocal Storage", + "Ġabs or", + ".P anel", + "ĠDesign er", + "Ġo w", + "IC AL", + "_ uri", + "(f ield", + "Ġsup erv", + "Ex ists", + "Ġrespect ively", + "ĠSt and", + "Con f", + "uss ian", + "Ġar c", + "Ġ nd", + "uck s", + "Ġre str", + "Ġseason s", + "ĠCh apter", + "ĠSw itch", + "p ic", + "Ġh i", + "load ed", + "Ġfl uid", + "-b tn", + "Ġrun time", + ". it", + "B N", + "Op acity", + "as ant", + "ry ption", + "-n ative", + "Ġta ught", + "å ¯", + "ag ment", + "Ġm ul", + "Reg istry", + "_ grid", + "ĠBro ok", + ": Set", + "Ġm ongoose", + "AM ES", + "inner HTML", + "Ġs oci", + "ĠInt el", + "get Id", + "C md", + "Ġaccess ible", + "r ames", + "le ton", + "Ġ__ (", + "ĉ delete", + "ĠS quare", + "\" ĊĊĊ", + "Ġbu cket", + "avor ite", + "ĠB reak", + "++ ]", + "Ġbr ush", + "Ġt ensor", + "/ http", + "T ile", + "Ġfunction al", + "Ġ\" *", + "wh el", + "Ġt ent", + "ĠChar acter", + "Ġse es", + ". ST", + "B ig", + "Ġext ern", + "Url s", + ")) )),", + "ĠJ r", + ".B uilder", + ". ;", + "n l", + "_ Init", + "ĠH ER", + "ż e", + "mys qli", + "_ icon", + "v an", + "Ġfeel ings", + "Ġle an", + "Ġhop ing", + "T V", + "=\"čĊ", + "b est", + "all as", + "ent ed", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĊ", + "_con nection", + "Ġrep o", + "en abled", + "аРº", + "Ġsh a", + "Ġmembers hip", + "Status Code", + "in ating", + "_s m", + "_c ustom", + "_ weight", + "Ġc ss", + "St at", + "_ env", + "link s", + "TR L", + "ĠH it", + ", r", + "up id", + "Ġop ens", + "Ġg ent", + "_v is", + "Ġj oy", + "< w", + "_c ost", + "ĠPy Object", + "ren ce", + "ĠGeorg ia", + "ĠBro ad", + "m ma", + "â Ĥ", + "p f", + "Ġ\" \\\"", + "Ġ( &", + "om o", + "Ġliter ally", + "Ī ĺ", + "met ric", + "Ġb ars", + "z ed", + "(w indow", + "ĠIsrael i", + "Ġform al", + "ident ifier", + ".d ao", + "ĠDe ath", + "% ;Ċ", + "Ġdecl are", + "ar ms", + "RE AM", + "PERT Y", + "Ġconsequ ences", + "to ols", + "Pe ople", + "ĠWh ich", + "> ();čĊ", + ".de code", + "_A CT", + "Button s", + ".f loat", + ".F irst", + "ë ¥", + "ĠPol it", + "ĠX CT", + "T ags", + "ĠCG Float", + "= str", + "Ġle af", + "- check", + "ĠI ss", + ".s ystem", + "log out", + "ach t", + "Ang le", + "s in", + "ch art", + "INT ER", + "ĠN UM", + "B asic", + ".P roperties", + "ä¸ Ń", + "_ change", + "ĠB razil", + "Ab stract", + "Ġ: +:", + "_ use", + "а л", + "ĠL y", + "IB UT", + "Ġout er", + "Ġ-- >čĊ", + "Ġrel ief", + "l ap", + "qu er", + "_p arent", + "he ap", + "LO SE", + "Ġcomb ine", + "ĠR ose", + "ow ers", + "Ġproced ures", + "ĠS ort", + "an im", + "var iant", + "eh icle", + "Ġsign ing", + "Pr imary", + "c urrency", + "Ġsex e", + "o en", + "th eta", + "em an", + "Ġimpress ive", + "(' _", + "ĉ U", + "ĠText Style", + "_c nt", + "Ġs lice", + "(' :", + "Ġunderst ood", + "H is", + "Ġinform ed", + "Ġn ick", + "(T AG", + "h d", + "Ġelection s", + "est ure", + "ĠS anta", + "ĠCo ast", + ".p df", + "inc iple", + ".cl one", + "b orn", + "ut a", + "Ġl icensed", + "C r", + "Ġb read", + "ĠH ouston", + "Ġn od", + "Ġhop es", + "ĠCG Rect", + "Ġgu ilty", + ".g if", + "Ġro se", + ".Com mon", + "T ip", + "AN K", + "ĠF C", + "D uring", + "ĠSym fony", + "Ġdef ensive", + "k m", + ") >", + "arch ive", + "ĠU RI", + "ycl ing", + "- o", + "ĠWe bsite", + "AM P", + "ish ment", + "Ġdo ctors", + "D irect", + "AR I", + "ĠRed irect", + "ier en", + "_d ist", + "y o", + "ĠPro gress", + "Ġz um", + "Ġmem or", + "ĠE D", + "Ġj ur", + "æį ®", + "_T ABLE", + "Ġu uid", + "Ex pr", + ". head", + "(' %", + "point er", + "Ġest imate", + "ĠG reg", + "Ġlo ader", + "Ġi OS", + "Ġm ens", + "[ y", + "Ġref used", + "Ġprec ision", + "is ch", + "ĠA CTION", + "Cl oud", + "s With", + "( ret", + "_ADD R", + "_con f", + "(d f", + "Ġlock ed", + "Ġr ising", + "ãĥ» ãĥ»", + "ĠM s", + "Ġscen es", + "_EX T", + "_ raw", + "_ the", + "pe ople", + "Ġre con", + "ĠF un", + "Ġb less", + "ĠUp dated", + "ü n", + "ĠĠĠĠĠĠĠĠĠĠĠĠ čĊ", + "pe ction", + "Re lease", + ".log ger", + "ĠS Y", + "Ġcoun sel", + "ur d", + "_ true", + "Ġevery body", + "iv ot", + "Ġh ence", + "ĠN AS", + "Ġoppos ed", + "unk nown", + "ĠDES C", + "ĠCh air", + "fa iled", + "ĠIN CLUDING", + "Ġwrit ers", + "{ }Ċ", + "ÃŃ t", + "_c opy", + "} :", + "ĠB at", + "Ġconvert ed", + "ed ing", + "pl acement", + "ĠH ost", + "S ound", + "и м", + "Ġs ought", + "m id", + "Ġsal ary", + "og g", + "âĦ ¢", + "b ul", + "Ġw ir", + "valid ator", + "_ST AT", + ".st ore", + "ĠB attle", + "ı n", + "Ġ-- >ĊĊ", + "Tr ump", + "d ot", + "ĠCON T", + ".f etch", + "Ġcontin u", + "w as", + "Ġfra ud", + "_t mp", + "mit ter", + ".p ictureBox", + "G A", + "Ġt ournament", + ". Input", + "[ r", + "ex ion", + "cent age", + "ĠKore an", + "und ef", + "ĠAv ailable", + "resh ape", + "Ġk it", + "ĠStr uct", + "ĠS UB", + "An swer", + "_l ib", + ".t witter", + "Ġo re", + "ĠDr agon", + ".Ex t", + ", k", + "Ġexplan ation", + "ref s", + "ĠDr ive", + "ĠTr aining", + ".H as", + "int age", + "b ig", + "olog ist", + "enn is", + "Ù ĩ", + "Ġch icken", + "ĠĠĠĠĠĠĠĠĠĠ Ċ", + "ç Ľ", + "ãģ §", + "Ġpe ak", + "Ġdrink ing", + "Ġen code", + "ĠNE W", + "m alloc", + "ĉf printf", + "Ġ= ================================================================", + "in cluding", + "Ġprincip les", + "ĠM ah", + "st orage", + "- key", + "Ġkey word", + "% ;", + "Ġtr ained", + ".con trib", + "Ġk v", + "__ ':Ċ", + "ĠB oy", + "param eter", + "Ġsu ite", + "Ġthous and", + "Ġco ordinate", + "-g enerated", + "íķ ĺ", + "gener ated", + "Ġad mitted", + "Ġp ussy", + "# w", + "Ġsw im", + "un ion", + "N a", + "ĠRoy al", + ".ch annel", + "Up dated", + "_RO OT", + "Ġv ital", + "ra ction", + "ĠCrush er", + "Ġpre ced", + "Ġhor izontal", + "Blue print", + "Ġattr s", + "Ġsm oke", + "Ð Ĵ", + ". Equals", + "F B", + "ĠRes ources", + "roll ing", + "Ġpass es", + "ĠN um", + "rot ate", + "et ype", + "\\ \",", + "Ġsens itive", + "Ġt all", + "? âĢĿĊĊ", + "Pro xy", + "i y", + "_ section", + "âĢĶâĢĶ âĢĶâĢĶ", + "br id", + "Ġcirc uit", + "at an", + "EN C", + "Ġdr iven", + "Ġvot ed", + "Ġeduc ational", + "Ġinter action", + "abet es", + "Ġt one", + "ĠInitialize Component", + "Ġmer ely", + "Ġì ŀ", + "co okie", + "_ div", + "ĠUIL abel", + "vel y", + "} );čĊ", + "_ ENT", + "#+ #+", + "art icles", + "ĠSou thern", + "Ġstrong er", + "ĠG iven", + "ĠE ric", + "ĠI R", + "ab stract", + "U nder", + "n able", + "Ġincre ment", + "ov en", + "Ġco in", + "_t imer", + "Ġsuffer ed", + "ĠF REE", + "'] .\"", + "ĠQue en", + "st ats", + "Ġmeet ings", + "Ġenter ing", + "Ġalong side", + "(s ession", + "it als", + "Ġfound ation", + "ĠC redit", + ". div", + "_ ALL", + "pc ion", + "_st at", + "ick ing", + "Default s", + "_s rc", + "Ġoutput s", + "/ B", + "Ġent hus", + "-b l", + ".Fore Color", + "ĉ temp", + "F ace", + "Ġinter act", + "Ġwe ird", + "M ount", + "re ll", + "ud ents", + "Ġrequire ment", + "ĠS us", + "I ER", + "Ġe lected", + "re ference", + "ĠM E", + "Ġserv ers", + ".w ait", + "Ġsnap shot", + "il ton", + "Ġtri es", + "Ġt ipo", + ".T ime", + "> w", + "Ġmount ain", + "Ġp ounds", + "Ġ[ ...", + "ex ists", + "Ġng On", + "_M AP", + "Ġf lying", + "xi ety", + "ĉ value", + "_D B", + "un o", + "Ġse ats", + "T URN", + ". author", + "! )", + "or ce", + "Ġindic ated", + ".s in", + "Ġass ignment", + "im iento", + "ĠF rame", + "_g en", + "in ery", + "_ )", + "m essages", + ".set tings", + "ĠMe an", + "ĠM useum", + "ir q", + "att ach", + "ĠPalest in", + "_ QU", + "_t ags", + "Ġcas ual", + "em en", + "ASS WORD", + "$ s", + "ĠC irc", + "оР¹", + "et ric", + "/ P", + "Ġep och", + "< head", + "_C MD", + "Ġg it", + "Ġpen alty", + "or ph", + "_ users", + "ours es", + ".Date Time", + "atern ion", + "_pro ject", + "Ġsuper ior", + "ĠD am", + "ĠSe attle", + "X Y", + "> The", + "ĠA k", + "Ġgr ass", + "/* čĊ", + "(d is", + "Ġgun s", + "Ġt b", + "ĠK evin", + ". args", + "ĠA h", + "op ed", + "( J", + "column s", + "arg uments", + "ĠWith Events", + "_f ull", + "ĠDef ense", + "S imple", + "Ġdeath s", + "Ġext ensive", + "ĠSt ill", + "ĠEx pression", + "ĠAg ency", + "Ġperform ing", + "F X", + "Ġus uario", + "U AL", + "S ide", + "od os", + "apt op", + "Ġcred entials", + "_c ap", + "at ient", + "ĠDis ney", + "Ġa i", + "Ġch ip", + "Ġvol t", + ".make Text", + "%%%%%%%% %%%%%%%%", + "Ġbelie f", + "_LO C", + "ĠC ivil", + "N avigation", + "Ġreve al", + "Ġviol ent", + "ĠF il", + "Ġc atalog", + "em ed", + "sc an", + ". control", + "Ġconstit ution", + "C ountry", + "Separ ator", + "_A PP", + "top ic", + "uet ooth", + "M IN", + "Ġdes criptor", + "y t", + "ET HER", + "Ġdistrib ute", + "' }Ċ", + ".tr im", + ".L ine", + "Ġl bl", + "assert Equals", + "ĠD et", + "omb ok", + "( width", + "Ġt ort", + "ĠEXP RESS", + "ac o", + "Us ing", + "ĠBr and", + "w all", + "EM ENT", + "ĠComm unic", + "< uint", + "ĠG UI", + "EG IN", + "ĠR ange", + "/ i", + "ĠT aylor", + "c ost", + "Ġrespond ed", + "ĠTh eme", + "n ce", + "IS H", + "Ġfeat uring", + "Return s", + "ĠK r", + "Ġ .Ċ", + "Ġn am", + "_c b", + "Test ing", + "Ġ{ },", + "y al", + ".f ield", + "Ġ/ =", + "_SH ORT", + "m ates", + "Test Case", + "ain less", + "Ġeval uation", + "_ ITEM", + "ĠPac ific", + "ĉ k", + "Ġc ant", + "ĠR os", + ") s", + "Ġf et", + "STR ING", + "ĠDis pose", + "g al", + "ĠJ oin", + "ĠP orn", + "ĠCath olic", + "AR GET", + "cp u", + "ç łģ", + ".sc roll", + "IS ING", + "ifest yle", + "anc ement", + "Ġm erc", + "ĠB rowser", + "eter min", + "Ġover flow", + "Av ailable", + "Ġbott le", + ": UI", + "ific ial", + "Ġco ord", + "clar ation", + "Ġcon j", + "G LOBAL", + "ok u", + "Ġk wargs", + "cond itions", + "ul um", + "Ġg enu", + "ĠH ero", + "å İ", + "Ġun expected", + "ĠDAM AGES", + "Ġk a", + "ĠC ould", + "UP PORT", + "ĠPh otos", + "Ġconf ident", + "Ġdet ected", + "de g", + "rg b", + "Ġstrong ly", + "Ġ} ;čĊ", + "Ġ) :", + "Ġle ct", + "urs ive", + "RO L", + "ĠWe ight", + "Ġent ertainment", + "Ġ) );Ċ", + "Ġg onna", + "Ġb b", + ".d o", + "G S", + "Ġmist ake", + "D L", + "ĠPROVID ED", + "ear ning", + "L imit", + "iss ions", + "[ v", + "ä¸ į", + "ir ty", + "D el", + "Ġunder lying", + "pre ne", + "Ġj aw", + "ĠD I", + "pe er", + "Ġobject ive", + "Ġde posit", + "Ġk on", + "Ġes p", + ".set Visibility", + "/ login", + "< typename", + "Ġfr anch", + "/ e", + "Par allel", + "Ġsc ored", + "ĠH on", + "ĠV ill", + "ig a", + "Ġant icip", + "_ assert", + "ĠO pt", + "Ġdescri bes", + "w an", + "m ount", + "Ġmonitor ing", + "Ġt out", + "ëĬ Ķ", + "}, {", + "................ ................", + "= int", + "Ġc ust", + "---- --", + "Ġatmos phere", + "P AR", + "ort e", + "IS IBLE", + "ĠI ron", + "ĠNot ification", + ".log ging", + "ĠBO OL", + "-p oint", + "Ġaf raid", + "ent a", + "Ġtom orrow", + "@ implementation", + "Ġeng age", + "ĠAn th", + "ĠF loor", + "ĠU l", + "To ols", + "Ġb ab", + "Ġcare ful", + "ãģ Ħ", + "Ġcruc ial", + "Ġcalcul ated", + "ĠS A", + "Ġw y", + "D X", + "_T AG", + "ind ed", + "Ġj et", + "ĠEngine ering", + ".M AX", + "en z", + "v d", + "Ġpublic ation", + "Ġ## #", + "Ġfac ed", + "ra ham", + "ĠC apt", + "As set", + "ĠCon stants", + "Ġlo ans", + "_ IP", + "ĠF ish", + "Red uc", + "_m at", + "Date Format", + "_m e", + "[] []", + "Ġintegr ity", + "ĠC ourse", + "lob als", + "Ġfac ilit", + "Ġem br", + "ĠN g", + ".S ystem", + "Ġmanufact urers", + "Ġpro ven", + ".on Create", + "Ġal arm", + "Ġ §", + "Ġcomm only", + "ic os", + "æĸ °", + "ĠSt ation", + "} ).", + "ĠF ilm", + "w i", + "ç ī", + "Ġeng aged", + "St ats", + "Ġgovern ments", + "Ġafford able", + "_p roperty", + "Ġag es", + "(' --", + "Ġf ör", + "ĠProf essor", + "Ġhy dro", + "P ush", + "Ġorgan ized", + "Ac cept", + "é m", + "_c ell", + "Ġn b", + "p b", + "Art icle", + "Ġrem oval", + "Ġauth entication", + "ĠF R", + "l ide", + "Ġple asure", + "ap ol", + "Ġpart ition", + "ĠS ide", + "Ġcr imes", + "Ġdem o", + "hold ers", + "ĠPak istan", + "In struction", + "Ġexpect ations", + ".sc ene", + "Ġ' )", + "h es", + "ino is", + "_P ro", + "Ġm olec", + "and al", + "_sh ort", + "Ġdefault s", + "Ġn ations", + "in en", + "Ġr t", + "O CK", + "P acket", + "S B", + "ĠSH ALL", + "_cont ents", + "ise conds", + "vert y", + "á t", + "G uid", + "n om", + "Ġcon clusion", + ". Update", + "Ġlo vely", + "Ġem it", + "b ec", + "ĉĉĉĉ Ġ", + "Ġintel lect", + "Ġb rew", + "ec ycle", + "F ire", + "Ġad mit", + "Ġar bit", + "Ġarr ang", + "ĠM IN", + "M ail", + "ĠN ative", + "C ur", + "Ġcon vent", + ".R untime", + "\" }Ċ", + ".R un", + "Ġprint ed", + "Ġconven ient", + ". ar", + "m ock", + "ĠAdmin istration", + "ãģ ¾", + "Ġelect ron", + "fl ate", + "Ġl ombok", + "Ġjava fx", + "n h", + "Ġsup plies", + "Ġvisit ing", + "ah l", + "Ġpow der", + "Ġult imate", + "Ġorient ation", + "ut as", + "_s cale", + "Con firm", + "ph ones", + "ĠOper ation", + "/ T", + "_IN TER", + "Ġair port", + "Ġmet rics", + "Ġphen omen", + "a udio", + "Ġm ai", + "( K", + "h u", + "all ing", + "rodu ction", + "ĠTrans port", + "ĠNOT E", + "æĸ ĩ", + "Ġfew er", + "_T IM", + "ì §", + "к и", + "A ge", + "F IN", + "Ġì Ŀ", + "ĠAt tribute", + "group s", + "er k", + "at to", + ". define", + ".AspNet Core", + "ategor ia", + "ĠS ir", + "( form", + "< User", + ". round", + "_d ay", + ".A ll", + "Servlet Response", + ".N o", + "l arge", + "IG H", + "qu ent", + "Ġvir us", + "Ġret ro", + "Ġim per", + "Bit map", + "Ġv ice", + "Ġoff ense", + "ist e", + "ĠA UTH", + "Ġê °", + "ToolStrip MenuItem", + "G u", + "Ġr ape", + "ĠDav is", + "Ġover whel", + ": flutter", + "- table", + "ĠCon structor", + "Pr ivate", + "e ven", + "ch r", + "Ġap plies", + "_at tribute", + "Ġcon tribute", + "E VER", + "L ines", + "ĠAf ghan", + "Vis itor", + "ĠS L", + "se ason", + "C U", + "Ġintrodu ction", + "Ġmat plotlib", + "Å ij", + "Ġnewsp aper", + "âĢĶ and", + "< tag", + "Ġin i", + "Ġd iverse", + "Ignore Case", + "ĠU r", + "Ag ent", + "Ġb ull", + ".em it", + "( Exception", + "ar Layout", + "Ġincred ibly", + "ĠTr ust", + "={ (", + "- nav", + "Ġe quals", + "Ġl ady", + "ĠP od", + "d isc", + "al am", + "ĠI V", + "â Ļ", + "iv idual", + "ph i", + "add ed", + "Ġdifficult y", + "Ġcomp act", + "ĠAction Result", + "c ers", + "_class es", + "Non Null", + "Ġqu it", + "Ġp ou", + "S witch", + "ir s", + "- test", + "ĠK ind", + "ĠCal endar", + "Ġstream ing", + "} ',", + "S W", + "Ġst ead", + "oc a", + "Ġprov ince", + "Ġcol span", + "Ġperson nel", + "ĠE mployee", + "Ġprodu cer", + "Ġevery where", + "od b", + "Ð Ł", + "bs olute", + "act ivate", + "Ġgr inding", + "ĠBuild ing", + "ĠSand ers", + "(s c", + "ĠOff set", + "//////// ////", + "} ;čĊčĊ", + "({ \"", + "Ġscan f", + "ĠY Y", + "ĉdef er", + "Ġj ew", + "Ġrestrict ions", + ".m p", + "[ l", + "ä¸ ĭ", + "label s", + "red icate", + "aw esome", + "Ġw aves", + "Ġcon front", + "Ġmeas ured", + "Ġdat as", + "_ex it", + "ot ton", + "Ġshould er", + "ask a", + "+ #", + "ĠĠĠĠĠĠĠĠĊ ĠĠĠĠĠĠĠĠĊ", + "Ġtro ops", + "ĠU nd", + "_c ard", + "w ich", + "Ġn ous", + "Ġ\"/ \"", + "s b", + "Ġcommunic ations", + "Ex port", + "Ġdec ode", + "th s", + "inter pret", + "By Name", + "ĠSp irit", + "ed ges", + "O LE", + "ĠE M", + "t it", + "ĠTh rough", + "Ġb io", + "ĠP ackage", + "or ne", + "Ġ} .", + "` ;Ċ", + "Ġok ay", + "ĠZe aland", + "ident ity", + "(n ext", + "ĠB ang", + "Lib rary", + "Ġheav ily", + "il on", + "Ġdi pl", + "Ġrot ate", + "put s", + ") ',Ċ", + "ĠData Table", + "Ġmay or", + ".to LowerCase", + "Ġsome how", + "ĠNor thern", + "al c", + "Ġcap abilities", + "Ġv ibr", + "+ Ċ", + "ĠS u", + "ĠRes et", + "_m ean", + "Ġc ig", + ".cl oud", + "ĠB and", + "ĠF actory", + "ĠAr izona", + "_ io", + "op her", + "Ġconsc ious", + "Ġà ¶", + "\\ Controllers", + "_s peed", + "ĠF ac", + "_C om", + "ĠB ible", + "w en", + "ED IT", + "Ġun n", + "ĠSt aff", + "ĠIn n", + "Ġmechan ism", + "ĠM embers", + "Ġmigration Builder", + "'] .'", + ".get Int", + "< void", + "ĉf ree", + "oid s", + "\\ Support", + "Ġautom atic", + "Ġch ances", + "Ð ¶", + "Ġcomp licated", + "[ row", + "ah oo", + "Ġ}ĊĊ ĊĊ", + "Model s", + "W in", + "Ġt ape", + "ir us", + "iz on", + "on omy", + "(\" _", + ": .", + ".st ereotype", + "( env", + "_re ct", + "(w ith", + "Ġassert That", + "Ġcon straints", + "put y", + "E mployee", + "T D", + "Ġgu itar", + "ĠJew s", + ".pro cess", + "Ġf iction", + "ĠSh ared", + "âĶĢ âĶĢ", + "Ġprop ag", + ".N et", + "Ġachie ved", + "ĉ Q", + "Ġn urs", + "Sh ared", + "_FAIL URE", + "Ġbeh aviour", + "Ġcol s", + "ism o", + "Ġfem in", + "Ġchalleng ing", + "Ġpost ing", + "enc il", + "Ġcapt ured", + "ĠD ou", + "( word", + "ĠTur key", + "pan ies", + "Ġre putation", + "ORM AL", + "Ġelig ible", + "prot ocol", + "id as", + "(f rom", + "Ġfin ance", + "- per", + "Ġg otten", + "H A", + "d uration", + "ĠP arent", + "Ġin vent", + "Ġre start", + "ол ÑĮ", + "r ition", + "(r s", + "< bool", + "i ert", + "Ġmod ification", + "ĠT X", + "readcr umb", + "b ank", + "$ /", + "ĠMill er", + "] ),Ċ", + ".Check ed", + "Ġsac r", + "se curity", + "Ġp ose", + "ĠBr ad", + "Ġfit ness", + "Ġannounc ement", + "ation Token", + "Ġserv es", + "ne ed", + "Ġge ometry", + "AR S", + "æ Ģ", + "andid ate", + "Ġs prite", + "_s plit", + "We ek", + "ad ies", + "> (Ċ", + "?> \"", + "Ġ/// Ċ", + "Ġein er", + "Ġweek ly", + "ĉlog ger", + "_p op", + "_m an", + "Ġmigr ations", + "Ġask s", + "Ġb s", + "Ġfall s", + ".W here", + "- height", + "_fe ature", + ".M in", + "Ġhy per", + "Ġvol atile", + "Ġtw enty", + "Typ ography", + "Un able", + "D et", + ", f", + "-m od", + "Ġsett lement", + "Ġcontract s", + "n ome", + "B ad", + "ĠB rian", + "(user name", + "!! !!", + "Ġh ack", + ".F ield", + "H R", + "ĠJ ordan", + "iz a", + "Ġ ł", + "ĠSh er", + ". header", + "( other", + "ĠD ub", + "( op", + "ĠR ound", + "Ġv ie", + "Ġap pl", + "ĉ J", + "ĠIn sert", + "ĠL P", + "reg on", + "ĠM PI", + "Ġan chor", + "ac a", + "ø r", + "Ġa de", + "anch or", + "que e", + "ĠTree Node", + "Ġtarget ed", + "Ġla id", + "AB EL", + "v et", + "ĠOr igin", + "A nt", + ". ');Ċ", + "ex pect", + "ed Reader", + "ĠM ajor", + "Ġin ch", + "Com par", + "Ġpre view", + "Ġill ness", + "ĠCONTR ACT", + "ĠInd epend", + "u uid", + "Ġn ome", + "Ġt c", + "ĠA venue", + "is an", + "Ġph rase", + "_m ove", + "\") [", + "Ġprov ision", + "Ġconcent r", + "_ IR", + "ĠU t", + "() +", + "Ġn as", + "! ,", + "ĠRob in", + "i ations", + "at itude", + "Ġp x", + "ĠWith out", + "/b ash", + "ek t", + "re ement", + "Ob server", + "ĠReg ion", + "UBL IC", + "Ġ{ //", + "K N", + "å ·", + "Game Object", + "å ¾", + "enc oding", + "Ġ** *", + "project s", + "Ġt k", + "Ġche ese", + "EM PL", + "ar o", + "Ġا ÙĦ", + "Ġcons ists", + "ref resh", + "ure au", + "ĠSc anner", + "Ġso il", + "Ġfl avor", + "Data Source", + "Ex ecute", + "ени е", + "Ġsh it", + "åĪ Ĩ", + "< any", + "Ġretrie ve", + "Ġbelong s", + ".st rip", + "abs olute", + "Ġexp anded", + "bo y", + "): -", + "Ġresc ue", + ".J Label", + "Ġre ly", + "Ġal ignment", + "-f amily", + "Ġre nd", + "OLUM N", + "Ġb orrow", + "Ġqu otes", + "ĠL ew", + "Ġsh ower", + "ĠDE LETE", + "_lo op", + "! \"ĊĊ", + "ĉ re", + "Ġattempt ed", + "aver age", + "ĠP aint", + "quis ition", + "ol en", + "Ġliter ature", + "ĠRe ference", + "_TEXT URE", + "ĠS eg", + "ĠInd ust", + "ct ype", + "D UCT", + "_H OST", + "ĠTr ade", + "Ġpl ugins", + "Ġbre ast", + "ul se", + "Ġcreat ure", + "ãģ Ļ", + "ĠW i", + "Ġsup plied", + "c oll", + "! (\"", + "Ġfuck ing", + "ĠCh rome", + "ĠU ri", + "ĠN ation", + "Ġvert ices", + "T HE", + "ĠOr iginal", + "on de", + "Ġsh arp", + "Ġcook ing", + "Ġ{ /*", + "ĠPs ych", + "ĠH ollywood", + "=$ _", + ".D ock", + "Ġg er", + "Ġb one", + "_con n", + "_se c", + "ys ics", + "Ġ= \"", + "S al", + "s f", + "Ġdeep ly", + "ang les", + "T erm", + "b ell", + "ĠQu ick", + "ener ation", + "adio Button", + "åħ ¥", + "}čĊčĊ čĊ", + "Ġcapt ion", + "l c", + "ĠE L", + ", [", + "ĠĠĠĠĠĠ čĊ", + "ret t", + "(m ethod", + "ĠFl ash", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "W ISE", + ".s cale", + "Ġrough ly", + "_ child", + "m emory", + "ay ing", + "Ġinitial ized", + "in ator", + "а ÑĢ", + "Ġsc alar", + "ĠH o", + "ai res", + "(c olumn", + ".de stroy", + "P ACK", + "Ġh em", + "ang el", + "_S UB", + ". qu", + "Ġ ×", + "DE FAULT", + "pos itories", + "ĠL ength", + "ĠF ast", + "Ġsign als", + "Ġ// $", + "ri ers", + "Ġd ummy", + "AN Y", + "Ġperson ality", + "Ġa gricult", + "Pl atform", + "ER O", + "ĠT ra", + "Ġen orm", + "ĉ W", + "Action Result", + "Ġa ver", + "[ str", + "Ġ' --", + ".S printf", + "Ġdeb ut", + "Ġ Ñĩ", + "h ex", + "_ utils", + "Ġp b", + "U ITableView", + "Ġz ur", + ". encode", + "Ġv ag", + ".error s", + "о н", + "Ġm r", + "ĠA ward", + "Ġc pu", + "Ġpress ed", + "' est", + "ĠF estival", + "' T", + "Ġa k", + "res olve", + ".m e", + "Ġn ic", + "Ġgen re", + "Ġat trib", + "ĠMo on", + "Ġarr ive", + "ĠD ating", + "Ġt m", + ".Config uration", + ". red", + "Ġgl m", + "Ġst ations", + "sw itch", + "Ġt ied", + "äº º", + "Ġ/ >Ċ", + "Ġsubsequ ent", + "pos able", + "-fl uid", + "Ġth orough", + "Ġpublic ly", + "apt ers", + "ĠWil son", + "_P RE", + "y ard", + "ä ¼", + "ĉ in", + "Ġre vers", + "Ġbul let", + "cri bed", + "nes ota", + "Ġ($ _", + "ann on", + "c ursor", + "Ġclo thing", + "ĠM ulti", + ": ',", + "Ġv ess", + "ordin ator", + "Ġein em", + "C annot", + "Ġar med", + "ĉ V", + "ä¸ Ĭ", + ".F lat", + "ĠS ep", + "ĠSub ject", + "_f ont", + "Ġcharacter istics", + "D one", + "el n", + "######## ####", + "PO S", + "Ġd ensity", + "ĠPl atform", + "- items", + "Ġo vers", + "Ġpush ing", + "ç ¤", + ".Con nection", + "_ term", + "Ġinitial ization", + "________________ ________________", + "ç ¬", + ".d ocument", + "les h", + "ĉd ocument", + "ĠP in", + "ç a", + "Ġdefinition s", + ".P ath", + "_W RITE", + "Ġ ĉĊ", + "? >ĊĊ", + "Ġter rible", + "be an", + "ick ets", + "ĠS V", + "B uy", + "(t ask", + "Ġreg ime", + "g oogle", + "Ġcr ack", + ".vis it", + "N UM", + "ener gy", + "Ġstr uck", + "_s ample", + ".p ayload", + "Ġre vis", + "ĠSc ene", + "Ġp g", + "Ġbreak fast", + "URRE NT", + ".char At", + "_ex ception", + "ĠAnt on", + "Ġguid elines", + "Ġex haust", + "ĠFin ancial", + "Ġind ent", + "Ġdes ktop", + "H idden", + "F ailure", + "Ġpr inciple", + "Ġ iv", + "Ġse ks", + "n etwork", + "Ġnumber Of", + "ĠAl bert", + "ĉ long", + ", .", + "Ġz eros", + "f ade", + "ĠT yp", + "ĠT erm", + "ĠAr ts", + ".App lication", + "Ġbeh alf", + "æĪ ·", + "Ġm ere", + "(` ${", + "Ġaware ness", + "elp ers", + "f lix", + "Ġwe igh", + "Ġestim ates", + ". child", + "/ O", + "ĠBit map", + ".b ottom", + "Ġ************************************************************************ **", + "Ex pect", + "ent o", + "ĠFor um", + "ver al", + "Ġj ail", + "Ġab ilities", + "ĠH OLD", + "ĠC it", + "Ġd ynam", + "Ġgr ay", + "ĉĉĉĉĉĉĉĉ ĉĉĉĉĉ", + ".next Int", + "ant ly", + "ĠAR ISING", + "( private", + "Ġreject ed", + "ĠN ic", + "Ġle ather", + "= {Ċ", + "aly tics", + "th etic", + ".T op", + ".P age", + "={ `", + "Ġ ;čĊ", + "de pth", + "m ann", + "W D", + "ĠS om", + ".R ight", + "Ġ) }Ċ", + "Ġtr ait", + "à Ĺ", + "i ac", + "Ġr v", + "S ample", + ".X ml", + "opp ed", + "ĠÑ Ħ", + "list s", + "Ġt ear", + "ivers ary", + ".c ollection", + "ĠCon stitution", + "ĠHttp Response", + "Ġbr ill", + "ĠP rom", + "h over", + "ĠM iami", + "Ġarg ue", + "_f loat", + "Ġ ãĤ", + "Ġn at", + "ĠT al", + "Ġinteg ration", + "(c ur", + "Ġrem oving", + "Ġco eff", + "ĠTh ough", + "Ġfore cast", + "ĠV egas", + "S ite", + "Ġtr ab", + "ĠHen ry", + "- i", + "Ġinvol ves", + "B T", + "Ġs lo", + "In voke", + "Ġl ucky", + "r at", + "Ġ? Ċ", + "Ġhand led", + "(f d", + "cont ents", + "ĠO FF", + "R F", + "Ġst y", + "ĠM otor", + "ter y", + "t ax", + "M AP", + "ĠMr s", + "Ġph ones", + "ĠUI View", + "\")) );Ċ", + "( dev", + "ĠIr ish", + "Ġw s", + "D I", + "_OFF SET", + "ĠEvent s", + "Ġst ages", + "Ġ} //", + "Ġhab en", + "ST ANCE", + "ĠS in", + "ĠM oney", + "(t op", + "Ġappoint ment", + "VER SION", + "met adata", + "_com ment", + "Ġcolle agues", + "map s", + "â ĺ", + "Ċ ĉĊ", + "( al", + "_re q", + "Ġf ut", + "Ġarchitect ure", + "ĠWH ETHER", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "_s creen", + "Ġstyle Urls", + "Ġmon ster", + ". up", + "ph ia", + "Ġprocess or", + "ĠT err", + "= ',", + "ĠMan ufact", + "ĠN T", + "k el", + "ib ern", + "ĉf ile", + "A li", + "rient ation", + "Ġ// !", + "ap ore", + "ane ous", + "ĠC reat", + "f older", + "Ġh ay", + "Sup press", + "( left", + "Ġe uro", + "Ġdis claimer", + "ustr y", + "sh ips", + "_f d", + "ĠF a", + "_in sert", + "Ġro l", + "if ting", + "ĠCom ments", + "_b r", + "Ġloss es", + "ĠAdd ed", + "ch arg", + "Ġп о", + "_s ystem", + "ĠS ometimes", + "ĠSp ain", + "(g roup", + "ial is", + "Ġdoll ar", + "ĠAr gs", + "qu ires", + "ĠT en", + ".s css", + "Ġsurv ive", + "us age", + "Ġj un", + "im iter", + "ï¼ģ ĊĊ", + "Ġfif th", + "t oggle", + "Ġdecl ine", + "($ \"", + "(L ong", + "ing e", + "Ġpil ot", + "-l ight", + "-r adius", + "Ġpod cast", + "Ġnatur ally", + "P ages", + "ä¸ º", + "ĠDes pite", + "Ġlight ing", + "Ġcr ate", + "ĠB inary", + "Ġredu cing", + "Ġe leg", + "ĠM ouse", + "ĠTest Bed", + "Ġbefore Each", + "_ ARRAY", + "Red irect", + "Ġf lood", + "Ġsh ips", + "Ġelectric ity", + ")* (", + "ê ¸", + "ĠV iet", + "her o", + "Ġd ia", + "ĠK ent", + "he art", + "Ġthreat s", + "_ acc", + "Ġs ymbols", + "is chen", + "_in st", + "C riterion", + "ĠT IM", + ". Height", + "Ġ âĢĻ", + "();ĊĊ Ċ", + "Product s", + "_S P", + "ĠC y", + "Ġdepend ent", + "est e", + "Ġdat os", + "d it", + "аР²", + "IGN AL", + "Ġless on", + "\"> '", + "ĠC over", + "ĠH ope", + "ĠT imer", + "Ġd ad", + "vid ers", + "ĠPh ot", + "/ ?", + "rop y", + "om ing", + "as ion", + "Ġ\\ (", + "ĠE T", + "ĠRe ading", + "Ġep isodes", + "l m", + "ech a", + "Ġne uro", + "Ġhar mon", + "Ġlib eral", + "- ind", + "D ATA", + "Ġevery day", + "Ġdiv ided", + "ĠActive Record", + "fig ure", + "U A", + "ä ¹", + "riend ly", + "te ch", + ".game Object", + "иÑĤ ÑĮ", + "Ġmo on", + "ft ime", + "Ġno ch", + "ĠT ORT", + "ĠV M", + ".in itial", + "( child", + "Ġmus ical", + "Ġo c", + "b as", + "ĠH ay", + "_l ong", + "Ġmem set", + "ile y", + "adel phia", + "S V", + "ro at", + "_t x", + "Ġl on", + "ĠngOn Init", + "b p", + "ĠGold en", + "AC HE", + "Ġwor ried", + "az i", + "E ar", + "T ake", + "(f p", + "bur gh", + "_ Data", + "g res", + "ĠO nt", + "p us", + "Ġtrans parent", + "Ġp ocket", + "Ġr am", + "igr ations", + ". čĊčĊ", + "Ġ[ (", + "Ġadopt ed", + "Ġreported ly", + "ĠD ream", + "Ġ} ));Ċ", + "los ing", + "Ġte eth", + "ĠBook s", + "\", &", + "enn y", + "LE MENT", + "Ġg el", + "ĠPl ant", + "! âĢĿ", + ".h ost", + "ĠRep ly", + "re ngth", + "Ġrecogn ition", + "Ġ}} >Ċ", + "L A", + "Ġmir ror", + "Ġassist ant", + "( device", + "Ġspirit ual", + "b uilder", + " §", + "Ġou tr", + "Ġt t", + "ĠP ER", + "Ġrad ical", + "Method s", + "Ġp ace", + "ud y", + "Ġg ut", + "ĠG reek", + "Ġnon atomic", + "ĠP aper", + "_G PIO", + "Ġob st", + ".A d", + "viron ments", + "ĠS ov", + "( con", + "ĠTrans action", + ". assign", + "ĉc atch", + "el ter", + "Ġbit coin", + "_G R", + "ĠčĊ", + "met ic", + "Ġtrans formation", + "åı ·", + "Ġr gb", + "istrib utions", + "Ġimp licit", + "/ in", + "dest ination", + "аÑĤ ÑĮ", + "Z ero", + "Ġun set", + ". where", + ".g o", + "Ġform ation", + "Ġdeclar ation", + "() čĊčĊ", + "ĠEx pl", + "ĉĉĉ ĠĠ", + "/ pro", + ".J SON", + "Ġdes k", + ".sub str", + "//---------------------------------------------------------------- ------------", + "ly n", + "p son", + "dis able", + "ĠF unc", + "ĉ Assert", + "ĠM ARK", + "Ġdefe at", + "Ġbl ind", + "Ġconst ants", + ". headers", + "UIL D", + "Ġexp enses", + "P ixel", + "Ġh r", + "Ġf el", + "ĠEast ern", + "_d el", + "ĠC ub", + "Ġs q", + "ĉc ount", + "ĠD irectory", + "Ġex clus", + "Ġhistor ic", + "Ġ ------------------------------------------------", + "Ġcom position", + "Ġdata GridView", + "ĠB urn", + "ĠB C", + "M aster", + "Ġsp awn", + "Ġbe aring", + ".Set Active", + "il o", + "Ġg allery", + "Ġfound ed", + "Ġav ailability", + ".s qrt", + "Ġp es", + "ĠD OM", + "m ate", + "O ct", + "Ġmatch ed", + "it ivity", + "Ġan xiety", + ".pr ice", + "ĠIn stant", + "ì Ĭ", + "Ġt ut", + "IC ollection", + ".sh ared", + "_s ql", + "t bl", + "lib rary", + "_de stroy", + "erm al", + "ĠNot es", + "ĠE in", + "Ġsou thern", + "ĠOTHER WISE", + "Ġmac ro", + ".l ower", + "cl s", + "Content View", + ".l ink", + "const ant", + "ĠB es", + "Ġsome body", + "n b", + "\"> {", + "( local", + ".. ...", + "ĠN ull", + "m x", + "Ġà §", + "Ġp ause", + "-------- ---", + "_M O", + "ĠC M", + "Ġfor Key", + "ĠD VD", + "Ġclose st", + "_DE VICE", + "ĠSte phen", + "ĠB BC", + "ĠTr avel", + "P aint", + "ĠResult s", + "ĠR ule", + "Ġt p", + "Ġrat ings", + "c in", + "c sv", + "> /", + "ĠG OP", + "l ad", + "Ġ ÑĢ", + "Ġindex Path", + "m atrix", + "= f", + "ars ed", + "Ġ} );", + "ĠC os", + "ĠS core", + "Ġt ak", + "ĠE SP", + "ĠIN C", + "_N ULL", + "-f lex", + "\"] [", + "int o", + "el and", + "Author ization", + "_F ALSE", + "Ġg ate", + "Ġv id", + "ist ent", + "T IME", + "Ġre write", + "Ġt ie", + "Ġarch ive", + ".event s", + ".get Parameter", + "ĠPer mission", + "Ġprogram me", + "Ġ é", + "j ud", + "Ġcam eras", + "(s ys", + "ĠSy rian", + "Ġimpro vements", + "Ġh ip", + "Ġsu icide", + "Ġsch olar", + "Ġcompat ible", + "rem ote", + ".d own", + "F UNCTION", + "Ġman aging", + "ĠUI Kit", + ". raw", + ">> >>", + "Ġdem ands", + "ell ite", + "Ġd ent", + "ĠM icro", + "åı ĸ", + "'] [$", + "ĠI E", + "im ension", + "Ġt rem", + "Ġg ained", + ".w ith", + ". ok", + "h ou", + "Ġb om", + "amp aign", + "Ġjoin ing", + "f ish", + "Ġadd Subview", + "Ġnor thern", + ".c or", + "ore t", + "D ie", + "in ish", + "_com p", + "Ġatt ended", + "Ġcoll apse", + "ĠS S", + "ac ent", + "_E QUAL", + "ĠDe ep", + "R GB", + "ĉ test", + "ol ves", + "us et", + "Un ityEngine", + "w riter", + "Res olver", + ", %", + "if ference", + "_re move", + "ond a", + "Ġfem me", + "de code", + "Br anch", + "Ġfl ush", + "Ġinnov ative", + "Test s", + "Ġ[' ./", + "Ġcover ing", + ". admin", + "ultip art", + "(l ambda", + " namespace", + "ĠS port", + "Ġ! (", + "ac les", + "Ġde pression", + "ĠK ong", + "Ġp ert", + "ĠCon n", + "ĠOther wise", + "/ home", + "s upported", + "Ġp ink", + "Ġinv ited", + "ñ os", + "_en abled", + "Ġ- Ċ", + "F W", + "en ers", + "ĠM Y", + "Ġsuggest ions", + "Can vas", + "Ġf er", + "ĠMarket ing", + "@ Test", + "unt u", + "ĠV en", + "ĠC ou", + "iv als", + "Don ald", + "lim ited", + "ĉĉĉĉĉĉ Ċ", + "Ġanal yst", + "( entry", + "Ġrepresent ative", + "_at tributes", + "Ġf ur", + ".h ide", + "res p", + "ado res", + "rid es", + "ĠJ osh", + "ro bot", + "ĠN AT", + "Ġs esso", + "Ġintegr ated", + ": true", + "part s", + "Ġst upid", + ": event", + "@end section", + "Ġp u", + ".T able", + "ĠY ii", + "` ;ĊĊ", + "Ġcl ang", + "=\" \">", + "eng an", + "_param eters", + ".int ernal", + "ĠMod ern", + "Ġmet ric", + "Ġsem i", + "={ {Ċ", + ".am azon", + "ĠB B", + "aint y", + "view port", + "Ġstart Activity", + "dis patch", + "**** *", + "Ġfl av", + "iffer ent", + "[ this", + "Ġst ake", + "Ġarg ued", + "vious ly", + ".w ork", + "ĠO ak", + "O ld", + "( async", + "not es", + "Ġfl ip", + "Ġdis ag", + "ĠT E", + "ĉ error", + "< '", + "Ġ» ĊĊ", + "Ġfilter ed", + "ĠM ach", + "Ġh ung", + "_d ump", + "_s amples", + "-dis miss", + "Ġr ay", + "Im plemented", + "D K", + "Ġj ed", + "Ġbreak s", + "Ġf its", + ". gr", + "ĠZ ero", + "or o", + "Ġequ ally", + "Ġ' [", + "Ġconcern ing", + "< meta", + "play ers", + "_P OS", + "_s im", + "J an", + "Ġyour s", + "ĉ N", + "Ġsp ir", + "Ġch ampion", + "ĠAn alysis", + "ap a", + "ĠNS Log", + "_l ines", + "ñ a", + "ĉĉ ĠĠĠĠĠĠĠ", + ".S c", + "Re p", + "etro it", + "ur able", + "M IT", + "com pat", + "own ed", + "_ind ices", + "], čĊ", + "Ġdis covery", + "ĠDie go", + "ob i", + ". Index", + "Ġtrend s", + "PL AY", + ".n o", + "Ġl ens", + "_c fg", + "Ġan no", + "ag an", + "Ġperiod s", + "ter ms", + "y z", + "Ġattack ed", + "ib ration", + "PEC IAL", + "_ grad", + "Ġaccord ance", + ".Read Line", + ".de vice", + "ri x", + ". container", + "m ay", + "erc ise", + "ĠL u", + "Ġr g", + "ĠÑģ ÑĤ", + "ĉĉĊ ĉĉĊ", + "( un", + "TERN AL", + "Ġless ons", + "Ġalleg ations", + "Ġtrans mission", + ".Re f", + "M obile", + "ĠT ournament", + "ĠN ut", + "ĠG a", + "ĠCap ital", + "def inition", + "- exp", + "c lean", + "Ġfant asy", + "Ġenh ance", + "ent ence", + "'] :Ċ", + "ack ets", + "Ġcelebr ate", + "@ \",", + "Serialize Field", + "Ġarray s", + "t b", + "ĉ st", + "[ assembly", + "( reg", + ".c ategory", + "Ġimpro ving", + "Ġsal ope", + "Byte Array", + "Or iginal", + "Ġ[ {Ċ", + "åĽ ŀ", + "ĠCl in", + "oen ix", + "ĠS amsung", + "Ġmaint ained", + "Ġag enda", + "f ail", + "Ġpres ents", + "Ġtim ing", + ".m ark", + "' ><", + "Ġprom ot", + "Ġin cl", + "_ only", + "ë¥ ¼", + "ĠAtt orney", + "- date", + "Ġlands cape", + "Ġf u", + "S Y", + ".p rop", + "ĠA rr", + "p ag", + "Parallel Group", + "': čĊ", + "Ġlog s", + "a unch", + "unc i", + "n ama", + "Table Cell", + "iss ues", + ". {", + "ec urity", + "_ex ec", + "old s", + "Ġhost s", + "Ġpro to", + "_ import", + "_s ort", + "ĠB ow", + "ĠN ormal", + "ĠF arm", + ".create ParallelGroup", + "R otation", + ". err", + "Ġp leased", + "it age", + ".W h", + "ĉĉ ĠĠĠĠ", + "M R", + "ĠM ORE", + "ĠN atural", + "_ transform", + "B ASE", + "ener al", + "ut down", + ".common s", + "W T", + "Ġa an", + ". Result", + "d og", + "Ġclick ing", + "), ĊĊ", + "# line", + "Oper ator", + "Ġc iv", + "Ġm erg", + "ob uf", + "ng then", + "Ġ[ {", + "Ġcan cell", + "tr igger", + ". :", + "W ORK", + "decl are", + "Ġdecre ase", + "ÅĽ ci", + "lo om", + ".N one", + "ĠM I", + "ĠJ ason", + "Ġhealth care", + "iam ond", + "s ylvania", + "* x", + "ĠR a", + "[ b", + "Ġprint ing", + "ph abet", + "ĠLab our", + "op per", + "Ġz ijn", + "-t arget", + "_F UNCTION", + "Ġo ct", + "ени Ñı", + "åľ ¨", + "Ġwest ern", + "Ġcomput ers", + "ĠR ET", + "Hash Map", + "[ String", + "get Value", + "_D ATE", + ".N ext", + "ĠF if", + "é l", + "ick ed", + "æ İ", + "-M M", + "Ġ{ ĊĊĊ", + "Ġcontact s", + "Ġdig its", + "Pro du", + "Ġunus ual", + "Ġrapid ly", + "t ures", + "Ġang ry", + "c ancel", + "xx xx", + "_p arser", + "id ity", + "_P REFIX", + "Ġme hr", + "Ġrare ly", + "et he", + "op es", + "Ġ% .", + "work s", + "Ġthe ta", + "Ġcontrib ution", + "ĠT ony", + "Ġsqu ad", + "аР¹", + "Ġî n", + "th ere", + "out ed", + "ĉ q", + "Ļ Ĥ", + "g ood", + "L I", + "é¡ µ", + "ĠL iving", + "iz abeth", + "Ġk t", + "ĠD allas", + "] ],Ċ", + "Ġ/ >ĊĊ", + "Ġrais ing", + "/r outer", + "_g ame", + "ĠC UR", + "z ens", + ". es", + "Ġfont Weight", + "(f unc", + "not ification", + "Ġ'../../ ../", + "Ġbl ame", + "ãĢĤ ĊĊĊĊ", + "an co", + "Id entity", + "f ollow", + "Ġart s", + "x s", + "Ġofficial ly", + "ĠSt udio", + "Ġrecommend ations", + "Ġloc ale", + "Ġam ateur", + "ĠEn able", + "Ġcap s", + ". End", + "- add", + "_g shared", + "ĠC T", + "For ce", + "Ċ ĠĠĠĠĠĠĠĠĠĠĠĠĊ", + "Ġor ange", + "Ġl p", + "Ġanswer ed", + ".G rid", + "Ġd ual", + "Ġstrateg ic", + "Ġnob ody", + "Ġf atal", + "_ est", + "( el", + "Ġì ł", + "ĠB udd", + "A IT", + "_f actor", + "- one", + "ĠH AVE", + "\" čĊčĊ", + "Pro f", + "Ġä r", + "str ings", + "Ġdir ty", + "ĠF ace", + "ĠB egin", + "ĠB us", + "Ġw is", + "åŃ Ĺ", + "Ġspe aker", + "Ġcar rier", + "ĠO m", + "Ġhad n", + "All ow", + ":: __", + "Ġver b", + "ĠCom plete", + "ĠE asy", + "Ġb ills", + "ĠĠ ĊĊ", + "Vert ical", + "Ġpr on", + "ĠDef ine", + "Ġlook up", + "variable s", + "Ġpand as", + "um es", + "Ġinn oc", + "Ġset Up", + "ĠCh ampionship", + "art ist", + "ĠC Type", + "F oundation", + "๠Ī", + "ĠSet up", + "Ġrec ipes", + "ĠU IColor", + "ĠF ight", + "Ġauthor ized", + "_c lick", + "_s uccess", + "ang an", + "ĠMount ain", + "ĠDo ctor", + "Ġeg g", + "ĠMedic ine", + "c les", + "` .Ċ", + "[ int", + "d ashboard", + "ĠApp ro", + "-d r", + "Ġprodu ces", + "Ġrent al", + "Ġre load", + "Ġarr ival", + "sp ot", + "Ġund ert", + "Ġequ ipped", + "Ġpro ved", + "Ġcent ers", + "Ġdef ines", + "al so", + "Ġop acity", + "ĠUn fortunately", + "ĠIll inois", + "Ġн е", + "ĠTem ple", + "ĠTr ail", + "ĠK elly", + "Ġmeasure ment", + "Ġsepar ated", + "-c ircle", + "H ey", + "ĠRE AD", + "ig its", + "Ġ ib", + "ĠM OD", + "atter y", + "аР·", + "Ġv end", + "ен ÑĤ", + "ĠHttp Client", + "s afe", + "_A SS", + "ic it", + "ĠCon struct", + "ĠC lo", + "ĠS ix", + "_T OKEN", + "(b lock", + "Ġwarn ed", + "/* !", + "! Ċ", + "Ġinnov ation", + "_ \"", + "Ġ );čĊčĊ", + "Ġsp ots", + "Ġcho osing", + ".c s", + "Ġflex ible", + "U Int", + "Ġscr atch", + "- al", + "Ġf estival", + "Ġout standing", + "================================ ================", + "M ean", + "ĠO regon", + "s ymbol", + ". account", + "d ney", + "'' '", + "! \",", + "Ġpart icle", + "à ĥ", + "[ MAX", + "IV ER", + "ER ENCE", + "NS Mutable", + "ĠColum bia", + "_ ĊĊ", + ".f r", + "Ġc ogn", + "V R", + "ĠMethod s", + "ĠM ade", + "ĠB R", + "ĠEl se", + "Ġeg gs", + "Ġsw ing", + "ĠIn v", + "Ġdise ases", + "Ġf irms", + "Ġle mma", + "}` );Ċ", + "l ings", + "Ġg ym", + "umin um", + ".T rim", + "M em", + "Ġcritic ism", + "ibern ate", + "_T X", + "ion i", + "Ġguid ance", + "Ġrepeated ly", + "Ġsup plier", + "Ġpaint ing", + ".F ragment", + "ed Exception", + "Ġw iring", + "Ġcour ts", + "W EB", + "æľ ī", + "\\ .", + "ill ance", + "Ġb rows", + "ĠP attern", + "PL ICATION", + "ĠSum mer", + "Ch ain", + "Ġc ute", + "mer cial", + "Ġd il", + "ĠFrank lin", + "ĉg lobal", + "IN CLUDING", + "h istory", + "Ġl st", + "Q t", + "SD L", + "al ia", + "i ere", + "( ...", + "ĉc in", + "iff s", + "vel ope", + "ĠR oot", + "cl uster", + "User Name", + "ign e", + "< S", + "Ġf est", + "Ġindic ating", + "ke eper", + "Ġc ada", + "é g", + "cons in", + "ĠG B", + "Ġl b", + "em ony", + "-icon s", + "_d oc", + "Act or", + "e lem", + ".De lete", + "Ġin fection", + "ĠPriv acy", + "Ġgreat ly", + "ĠP os", + "ĠT reat", + "Fl ow", + "Ġattract ive", + "ĠMar c", + "s udo", + "tes y", + "- an", + "ab ama", + "ĠW ould", + "Ġsu ck", + "index Path", + "ĠE t", + "T imes", + "Ġclub s", + "_ass oc", + "Ġac quired", + "(\" :", + "Ġint ense", + ".m aps", + "Ex pected", + "T oggle", + "Ġa y", + "Ġl ifestyle", + "-c alled", + "ĠS now", + "V olume", + "Ġcann abis", + "ĠD irection", + "ĠLim ited", + "-s pecific", + "Ġd owntown", + "/ icons", + "Ġre ven", + "L eg", + "= null", + "Key board", + "') ).", + "Ġ\"\" ;čĊ", + "Ġatt itude", + ".n avigate", + "- error", + "AM PLE", + "ĠJ ay", + "v r", + "c ow", + ".com pile", + "Ġmem ories", + "_m ark", + "ĠMin nesota", + "Ġk osten", + "Ġprob ability", + "w arning", + "Ġgen etic", + "F ixture", + "ĠHash Set", + "N ombre", + "_m onth", + "Æ °", + "- start", + "xy gen", + "ĉ ft", + "i agnostics", + "ĠMat thew", + "Ġconcept s", + "Ġcon str", + ". State", + "и н", + "N ov", + "Î ±", + "ĠP anel", + "ä¸ ª", + "com pare", + "> ()Ċ", + "Ġapply ing", + "Ġprom ised", + "Ġo x", + "nc ia", + "ĠValid ation", + "ort s", + "_c ur", + "e lect", + "ey e", + "( Data", + "Ġreport er", + "ĠB uff", + "Ġs r", + "Ġ\" ;", + "ick y", + "Ġtemp or", + "S N", + "Ġres ident", + "pi res", + "ys ical", + "Ġend orse", + "ĠS ong", + "is Empty", + "le et", + "_ util", + "Ġdist ingu", + "ĠT alk", + "ĠM ot", + "( default", + ".A rg", + "gorith ms", + "_ words", + "im mer", + "_res et", + "f amily", + "W W", + "Ġsav ings", + "ĠâĢ Ŀ", + "_en able", + "side bar", + "Run ning", + "Ġal i", + "Ġtest im", + "Ġwarn ings", + "ĠCh em", + "ĠEx it", + "Ġfound er", + "pect or", + "Ġr m", + "_d ataset", + "ĠD as", + "Ġh an", + "Get ty", + "á l", + "Ġn y", + "Ġpo verty", + "Ġresult ed", + ".b y", + "ĠVis it", + "Ġobt aining", + "/ '.$", + "ĠĠĠĠĠĠĠĠĠĠĠ Ċ", + "sh all", + "_LE FT", + "UI Image", + "_ Name", + "h ave", + "ĠN ob", + "l r", + "- footer", + "Ġn aked", + "ĠG arden", + "\\F acades", + "Ġgrad uate", + "Ġfranch ise", + "pl ane", + "Ġcontrib utions", + "Ġstring With", + "Ġc rypto", + "Ġmov ements", + "ath ers", + "Ġlif etime", + "Ġcommunic ate", + "j ar", + "ĠFr agment", + "_ IF", + "ĠN avy", + "ĠF igure", + "Ġsim ulation", + "_st op", + "Ġreport ers", + "Ġvers us", + "aj a", + "ĠÎ ±", + "Ġgovern or", + "List Item", + "Ġse aled", + ".Back ground", + "ed i", + "ash ing", + "Ġl ip", + "ĠI h", + "mer ge", + "Ġn ec", + "el ocity", + "ATE G", + "Ġse eds", + "Ġflo ating", + "_F A", + "w alk", + "ĉ user", + "_de pth", + "Ġw age", + "@ app", + "N il", + "( [\"", + "( vector", + "Ġsecret ary", + "Ġj Panel", + "ve z", + "³³ ³³", + "d irection", + "ĠE P", + "Ġh unt", + "Json Property", + "ĠP ORT", + "] \",", + "аР¿", + "ĠFore ign", + "pan ic", + "Ġtri als", + "ĠA le", + "Ġr ural", + "- value", + "author ized", + "ĠScot land", + ".d rop", + "ĠM T", + "ç ±", + "row th", + "File Path", + "Ġrec all", + "if le", + "Ġc el", + "ĠSE LECT", + "k n", + "_c ase", + "Ġc rop", + "s ure", + "p ot", + "IC S", + "Ġst em", + "Ġindust ries", + "P ut", + "Ġa ber", + "road cast", + "Icon s", + ") \")Ċ", + "æĪIJ åĬŁ", + "g ui", + "Ġassum ed", + "Ġr x", + "E A", + "è §", + "EL L", + "Ġdo se", + "Ġin e", + "Ġde eper", + "l ider", + "Ġord inary", + "Ġg olf", + "_IM AGE", + "ĠN AME", + "(m odule", + "Ġat om", + "Ġbel t", + "Ġoff ices", + "b eta", + "Ġphilosoph y", + "( JSON", + "-f ield", + "Ġintrodu ce", + "Ġconven ience", + "opt im", + "> \"Ċ", + "ath y", + "Ġemploy er", + "qu ate", + "Ġed ited", + "Arg uments", + "ĠN ations", + "__ )", + "Ġno se", + "ĠS ample", + "' )ĊĊĊ", + "Ġc ake", + ".get Attribute", + "H D", + "Mod ified", + "Ġpredict ed", + "Å Ħ", + "an ie", + "S orry", + "(d oc", + "w ind", + "ie ve", + "Ġprov isions", + "AT ER", + "OT E", + "M Y", + ".A utowired", + "ĠB ath", + ". Boolean", + "Ġback end", + ".M ouse", + "ater al", + "p aper", + "Con st", + "ĠV R", + "_ entity", + "_C TRL", + "ĠProte ction", + "ĠG M", + "ĠStud y", + "Ġsou p", + "ot ime", + "' use", + "] \"", + "/ users", + "a ug", + "ĠH ong", + "_n orm", + "ãģ ¨", + "Ġse cre", + "(B uild", + "ĠCon tract", + "ol as", + "Ġsa uce", + "Ġaggress ive", + "Ġrac ial", + "char acter", + "@ @", + "Ġcomp ile", + "ĠV oid", + "_re m", + "_m emory", + "k k", + "Ġm ic", + "S ame", + "U tility", + "ĠH tml", + "ĠX ml", + "Read y", + "Ġg all", + "Ġalleged ly", + "ĉĉĉĉ ĠĠĠ", + "ĠMet al", + "ĠPerson al", + "Ġborder Radius", + "rx js", + "object s", + "Ġwant ing", + "Ġb owl", + "v endor", + "offset of", + "ĠR s", + "ĠR ating", + "Ġr ally", + "_N ODE", + "ĠM ix", + "Ġadvert is", + "Ġnarr ative", + "s al", + "Ġm c", + "SE rror", + "Ġf ingers", + "Ġaccom pany", + "Ġt ired", + "Ġstr ide", + "Ġgu i", + "el ist", + "Loc ale", + "Ġrele ases", + "ik ing", + "Ġan ger", + ")) )ĊĊ", + "alle st", + "Sum mary", + "( O", + "(f or", + "Ġbasket ball", + "Ġroad s", + "ĠInst all", + "ĠF ab", + "it map", + "Ġ) )Ċ", + "Ġinter section", + "ighb or", + "ĠB ry", + "ĠHER E", + "So ftware", + "elf are", + "ac s", + "Ġtrail er", + ".get Class", + "ch ars", + "Ġreg ulation", + "Ġref ers", + "Ġde struction", + "Ġcontin uous", + "ĠAust in", + "é ¢", + "ak an", + ".w indow", + "ĠTem plates", + "Ġabs ence", + ": n", + "Ġdis order", + "fl ash", + "Ġde let", + "bo ards", + "ĠĠ ĉ", + "RO P", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġac qu", + "Ġlaws uit", + "ĠRe views", + "Ġgar age", + "t imer", + "Ġe j", + "ĠRect angle", + "Ġflow ers", + "il st", + "ĠIn stance", + "S uper", + "d et", + "dis posing", + "ĠE S", + "ĠI C", + "ver e", + "S k", + "_ch annels", + "put ed", + "/ null", + "nn en", + "ĠG allery", + "_g lobal", + "Auth entication", + "ĠR ank", + "Ġblock ed", + "Ġcal m", + "mark et", + "ĉ val", + "Ġa ug", + "per iod", + "ĠCon stant", + "Ġ?> \">Ċ", + "Ġl obby", + "p al", + "Ġs ink", + "ia h", + "Ð ¡", + "urn ame", + "Ġcon ver", + "Ġinvestig ate", + "Ch rist", + "H ub", + "ĠIN D", + "ĠP ed", + "ur as", + "ĉ url", + "ĠT ro", + "Ġpre ferences", + "Ġguarante ed", + "` ĊĊ", + "Ġport ions", + "Ġeval u", + "' > ;ĊĊ", + ".AutoScale Mode", + "Ġc ats", + "Ġreg istry", + "ul us", + "F I", + "p ayload", + "- search", + "Ġstay ing", + "ac ious", + "Dec oration", + "Re view", + "In f", + "Ke ep", + "it is", + ", String", + "Co ord", + "Ġper o", + "S ex", + "ĠAtl anta", + "uest a", + "Arg b", + "> *", + "} _", + "F ooter", + "Ġemploy ed", + "_b ound", + "v ide", + ".f unc", + "$ scope", + "Ġsp o", + "ĠAn al", + "ounc ed", + "ar ound", + "Ġrestr iction", + "Ġsh ops", + "å Ģ", + "ĠLat in", + "-c ol", + "Ġbare ly", + "ĠE uro", + "E r", + "Ġfa ire", + "_d istance", + "_un lock", + "Qu ote", + "IV ATE", + "Ġå Ī", + "Ġaim ed", + "ĠRet rie", + ". iter", + "Ġwr apped", + "Ġagre ements", + "str ument", + "( product", + "Ġstud ied", + ".set Value", + "Ġy e", + "ĠC ache", + "MB OL", + "Ġquarter back", + "Ġsy ntax", + ".getElements By", + ".v ersion", + "we bsite", + "Run ner", + "_s ingle", + "at iv", + "ĠAl tern", + "ĠBeaut iful", + "right arrow", + "Ġd iversity", + "pl ash", + "( co", + ".F ill", + "Ġtyp ing", + "Ġcl ar", + "H it", + "O O", + "ac co", + "w orth", + "Ġscript s", + "ĠMuslim s", + "ĠL L", + "erv ing", + "( boolean", + "Ġbase ball", + "ĠC AN", + "MA IL", + "de pend", + "Ġrespect ive", + "Ġconst expr", + ".* ;ĊĊ", + "'] ))Ċ", + "Ġy ard", + "Ġident ical", + "if ecycle", + "US H", + "up iter", + ". validate", + "cl i", + "IST ER", + "Ind icator", + "F ail", + "Ġdemocr acy", + ". var", + "Ġsatisf ied", + "------------ -", + "enc er", + "h or", + "Ġr ounds", + "DA O", + "o a", + "Ġfl ask", + "= c", + "[ ]Ċ", + "/d ist", + "Ġpart e", + "Ġconfirm ation", + "er on", + "aw are", + "", + "Ġdepend encies", + "ĠV ideos", + "- row", + "Ġ** /Ċ", + "Ġn ou", + "Ġh over", + "æ ŀ", + "Ġn in", + "ĠUS D", + "M ac", + "_L oad", + "Ġout comes", + "_s ocket", + "Ġqu eries", + "w m", + "Ġhit ting", + "in ux", + "M ich", + "ud ge", + "AT AB", + "Ġvulner able", + "ä ¾", + "Ġport folio", + ": YES", + "ĉm ap", + "B ound", + "Ġiter ation", + "in cess", + "Ġact ors", + "ĠQ ual", + "_c lean", + "ãĢij ãĢIJ", + "MS G", + "G reen", + "ĠOff icer", + "Ġsm oking", + "> ',", + "ĠF lo", + "++ ;", + "oly gon", + "Ġbul k", + "Ġdr ama", + "Ġexception s", + "os ed", + "Ġ+ čĊ", + "Ġleg acy", + "C V", + "Ġcontrib uted", + "ĠTer ms", + "Ġb t", + "Ġunt uk", + "Ġal ien", + "=== Ċ", + "ĉ Vector", + "Ġl s", + "On line", + ".f acebook", + "num eric", + "ock ets", + "A ut", + "b ury", + "-re dux", + "ĠRed istributions", + "GLOBAL S", + "urrenc ies", + "Ġt ons", + "âĢĻ ,", + "Ġà ª", + "(c ol", + "ĠS ymbol", + "Ġstay ed", + "ĠM L", + "Ġm unicip", + "Ġsex o", + "S en", + "n r", + "Ġg ains", + "Ġshort ly", + ".M enu", + "à ½", + "KN OWN", + "Ġoper ators", + "- V", + "ĠPat rick", + "/ add", + "_C O", + "ir ation", + "(p ost", + "Post s", + "/ _", + "Ġpl ug", + "Ġintellect ual", + "Ġmet ab", + "Ġpregn ancy", + "ĠPrem ier", + "n m", + "Ġpred iction", + "ĠMin istry", + "Th ree", + "val uate", + "ĠMin i", + "b u", + "оР·", + "< ul", + "Ġd d", + "ol ving", + "ĠC ut", + "Ġs chem", + ".tr ain", + "it ate", + "Ġr ice", + "Ġbird s", + "ãģ «", + "m iddle", + "struction s", + "Ġn erv", + "a que", + "Ġfl u", + "Ġsurv ival", + "ĠGal axy", + "ĠF ant", + ". Order", + "At trib", + "irt s", + "é c", + "M ovie", + "Ġcon ce", + "qu arters", + "Ġm ood", + ".Add Range", + "Ġres olved", + "ãĥ Ī", + "Ġburn ing", + "ĉĉĉĉ čĊ", + "ĠW E", + "Ġhost ing", + "L AB", + "Ġman agers", + "Ġstre ngthen", + "< const", + "ĠFire base", + "on ed", + "ĠJ ean", + "' \";čĊ", + "ĠS av", + ".B old", + "Ġen ables", + "ĉt mp", + "Ġman ually", + "ĠS qu", + "user id", + ".f unction", + ".c ache", + "LO PT", + ".S ervices", + "dd it", + "t im", + "< img", + "ĠTh ings", + "ĠEvery thing", + "Ġa pt", + "em and", + "Ġroll ing", + "ë ¦", + ". level", + "Ġst om", + "ĠW inter", + "Ġview ing", + "( values", + "ocom plete", + "v ia", + "up o", + "Ġabort ion", + "i ère", + "ï¼ ij", + "_B UTTON", + "_d omain", + "Ġb ra", + "ĠA st", + "in as", + "Ġstat ist", + "c od", + "L R", + "Ġdr ives", + "Ġfollow ers", + "Ġall ies", + "ĉc urrent", + "ecess ary", + "Ġdam aged", + "_ pt", + "and les", + "oun tries", + "Ġsim ult", + "e u", + "Ġcontrovers ial", + "_G ROUP", + "Ġr ib", + ". Info", + ": mm", + ".n ormal", + "_ADD RESS", + "Ġ íķ", + "add le", + "ĠD ur", + ". Element", + "W arnings", + "Ġcred its", + "Ġin hib", + "Ġem issions", + "Ġh az", + ".y outube", + "ugg ed", + "Ġbo ther", + "ĠK ansas", + "ĠF ixed", + "ĠTest s", + "ĠF IX", + "Un iform", + "Ġk ont", + ">> >", + "st ation", + "lo re", + "at ype", + "ish op", + "/ ****************************************************************", + "Com boBox", + "Ġvac ation", + "Ġiniti ative", + "Ġdefault Value", + "con cat", + "ĠK h", + "ĠW elcome", + "ized Name", + "M igration", + "Ġgrad ient", + "H ot", + "Ġhard ly", + "el o", + "ĠStud ents", + "Ġlo ose", + "at z", + ".S end", + "' /", + "Ġunivers al", + "Ġenter prise", + "Ġreg ex", + "Ġvis itor", + "ĠF ly", + "Se q", + "ภĻ", + "ĠVis ual", + "Ġlib raries", + "ato es", + "P ayment", + "Ġp ent", + "Ġgather ed", + "VRT X", + "ĠD M", + "S plit", + "Ġlet ting", + "Ð Ŀ", + "_error s", + "ep och", + "P ARAM", + "c u", + "ÑģÑĤ в", + "ol utions", + "Edit ing", + "font s", + "Ġalloc ated", + "ĠB ased", + "( Y", + "ĠJud ge", + "Ġbro thers", + "FILE S", + "ç o", + "w b", + "_P I", + "' ^", + "Ġs word", + ".s ervices", + "Ġn l", + "T im", + "ig g", + "ĠMo ore", + "Ġcrypt oc", + "åĩ º", + "_post s", + "ot ate", + "? '", + "... .ĊĊ", + "Ġk l", + "=\" $", + "Ġdec oration", + "Ạ¡", + "ĠD IRECT", + "G UI", + ") =>{Ċ", + "Ġnews letter", + "Ġprec is", + "(p oint", + "ĠEqu ipment", + "ut y", + "ĠD ave", + "Ġparticip ation", + "u arios", + "x it", + ".A s", + "ET ER", + "or ous", + "Ġsh ield", + "[] >", + "ilit ary", + ". origin", + "Ġprom otion", + "U nt", + "Ġc t", + "TR A", + "View Holder", + "Ġsig ma", + "d elta", + "are house", + "con tract", + "( Vector", + "Ġcompet e", + "/ form", + "/ components", + "Ġn r", + "ĠInd ones", + "Ġо ÑĤ", + "ĠV olume", + ".f iles", + "(res p", + "/ models", + "Ġsur f", + "stand ard", + "/ o", + "ĠXCT Assert", + "V ICES", + ".C ode", + "SE D", + "Ġact ivate", + "D elta", + "Ġlimit ation", + "ri j", + "Ġpregn ant", + ": ^(", + "Ġs our", + "p ie", + "Ġexp ense", + "ic ation", + "ĠL arge", + "Ġ ±", + "ĠB owl", + "(model s", + "/ N", + "P a", + ".re load", + "Ġwonder ing", + "Exec ution", + "ĉ ĠĠĠĠĠĠ", + "ĠG raphics", + "ĠCont in", + "_j ob", + "Ġget Name", + "ĠM agn", + "ĠD WORD", + "m ad", + "Ġn h", + "fe atures", + "} \");Ċ", + "he ets", + "(tr ain", + "z n", + "Ġrecru it", + ".con nection", + "Ġbar rel", + "Ġste am", + "_set ting", + "Ġang ular", + "ane ously", + "Ġb il", + "ĠN orm", + "(! $", + "ib t", + "% (", + "Ġpos it", + "ĠF ather", + "int endo", + "L ive", + "Ġport s", + "Ġme j", + "Ġland ing", + "pon der", + "Ġc od", + "_HE ADER", + ".M argin", + "Ġball s", + "Ġdiscuss ions", + "Ġbl end", + "H ex", + "Ġfarm ers", + "Ġmaint aining", + "ĠĠĠ čĊ", + "s yn", + "[ T", + "r us", + "uff ers", + "Ġcontrib utors", + "_s ys", + ".De bug", + "Ġconstruct ed", + "om es", + "? id", + "sl ider", + "Ġsup pliers", + "scri ber", + "p es", + "Ð ŀ", + "\": čĊ", + "\\ Controller", + ")) ĊĊĊ", + "Ġl ua", + "M ulti", + "EN S", + "S rc", + "Ġpet ition", + "Ġsl ave", + "look ing", + "V ERT", + "ĉ vector", + "S pecial", + "h h", + "an ne", + "ĠN iger", + "/ views", + "z ing", + "end ant", + "< C", + "s peed", + "Ġ{ };ĊĊ", + "Begin Init", + "Ġf open", + "@ RequestMapping", + "End Init", + "Ġp unch", + "S ender", + "é Ķ", + "get Message", + "/t ypes", + ".P I", + "(' ');Ċ", + "oc used", + "( all", + "Ġdrop down", + "). __", + "ĠV in", + ".Fore ignKey", + "can f", + "ou red", + "ĠOrgan ization", + "ĠÐ °", + "ĠC ulture", + "(cl s", + ", _", + "rg ba", + "ìĿ ĺ", + ".data GridView", + "Ġdo zen", + "ĠG es", + "_sh ared", + "n ick", + "Ġh osp", + "om eter", + "Ġclaim ing", + "ib les", + "ri k", + "æĺ ¯", + "en ario", + "Ġd engan", + "ob b", + "m ont", + "_r ank", + "('/ ',", + "Ġap olog", + "P s", + "_p ower", + "ĠG ree", + "Ġful fill", + "Ġfire base", + "Ġf are", + "ĠH im", + "Ġbe an", + "âĢ¦ .", + "ĠS PI", + "_R X", + "Ġper ception", + "rel ative", + "comp ile", + "u um", + "ut os", + "a uc", + "ĠAs k", + "Ġindic ator", + "/ th", + ".set String", + "ĠWis consin", + ".D omain", + "Ġart ificial", + "De velop", + "ĠSar ah", + "Ġl ying", + "( search", + "ĠEmp ire", + "urr ing", + "æŶ éĹ´", + "=\" ${", + "Ġget Id", + "ĠP ayment", + "trans ition", + "Ġ ].", + "ix in", + "V T", + "- select", + "Ġdemonstr ated", + "Ġlast Name", + "employ ment", + ".get Property", + "Ġf ought", + "file Name", + "ĠP ers", + "-c ard", + "a str", + "attr s", + "Ġprom inent", + "Des ign", + "anc ouver", + "ãģĹ ãģ", + "ard o", + "se cret", + "Ġr ag", + "Ġpo ison", + "-m an", + ", omitempty", + "ĉ un", + "it zer", + "ĠCas ino", + "ĠR oss", + "- foot", + "(result s", + "Pl an", + "Ġlas er", + "ê¸ °", + "_D R", + "F acebook", + "Ġbo ards", + "st a", + "] ],", + "Ġt iles", + "S IZE", + "Ġ= ~", + "Ġprem ier", + "oc ab", + "Ġenc oded", + "Ġres erve", + "ĠAfghan istan", + "ĠList Node", + "url s", + "Ġsub mission", + "Ġne u", + "Ġ# +#", + "_P OST", + "Ġmo ist", + "ell i", + "ellig ent", + ". alert", + "ó d", + "b re", + "ĠCol lect", + "Ġgraph ic", + "Ġlong itude", + "ĠPro vid", + "ĠCal culate", + "x ffff", + "c riteria", + "Ġw aters", + "ro ck", + "lo quent", + "ĠT rib", + "Ġbur st", + "Ġsuff ix", + ".Ext ensions", + "ish es", + "iv el", + "ĠLI KE", + "ĠGet ty", + ".Action Event", + ".s lf", + "ĠH AL", + "up al", + "E AR", + "ud i", + "_time out", + "U F", + "ĠSing apore", + "ĠAd vent", + "_int erval", + "cha ft", + "ĠE mer", + "Ġtele phone", + "ĠTur k", + "_ interface", + "ĠO wn", + "Ġencour aged", + "< Object", + "_T ext", + "ĠOnt ario", + "ĠApp ly", + ".f irebase", + "Ġant ib", + "P riority", + "ene z", + "D ays", + "c id", + "urre nce", + "; /", + "inn ed", + "Ñģ Ñı", + "Ġve z", + "f w", + "// $", + "att ack", + "Ġstart up", + "ain ers", + ".f ragment", + "op acity", + "( conn", + "he im", + ".n etwork", + "( stream", + "ĠN ON", + "t ol", + "ĠX box", + "ĠD S", + "Ġc ached", + "Ġprostit utas", + "ĠB alt", + "(' [", + "Ġno except", + "\" '", + "Ġs d", + ". valid", + "_ ag", + "Ġr aces", + "Ġro d", + "itud es", + "< >(", + ".Pro duct", + "Form s", + "NE W", + "P ay", + "ĉ boolean", + "_ contact", + "ĠElect ric", + "sk ip", + "Ġw ur", + "Ġch ronic", + "_d river", + "ĠS ab", + "ĠU lt", + "ĠR ad", + "ST ATUS", + "ĠLew is", + "O B", + "Ġgift s", + ".Re c", + "TR UE", + "Ġint ensity", + "Mark er", + ".com pare", + "ff ic", + "C ookie", + "ĠB aby", + "ĠBig Decimal", + "ile t", + "ĠHOLD ERS", + "ĠL ady", + "Ġl ung", + "ĠAl abama", + "Ġd ess", + "` );Ċ", + "ĠB uilder", + "_reg ion", + "Ġne utral", + "Bo th", + "Ġh p", + "Ġh orn", + "Ġseg ments", + "ĠE C", + "\"=> \"", + "( rec", + "ĠP i", + "G M", + "Ġl aptop", + "Sc alar", + "is d", + "-d ialog", + "ĠAnd erson", + "Ġmist akes", + "ĠH an", + "j es", + "est ination", + "Ġprom ises", + "b id", + "ĠSc ient", + "G IN", + "ĠPer formance", + "b age", + ". users", + "le ading", + "Ġor al", + "G raphics", + "_P TR", + "h ang", + "Ġin ev", + "process ing", + "F actor", + "ĠN A", + "$ string", + "Ġground s", + ".Save Changes", + "c lock", + "cri pcion", + "ĠNew ton", + "g c", + ".in cludes", + "Ġbl ast", + "Ġ'- '", + "Ġpued e", + ".S ession", + "Ġgre p", + "_f inal", + "ĠG ay", + "ĠG ive", + "ir i", + "-st ar", + "ĠUI Image", + "_ep och", + "ub b", + "ent h", + "Ġel ite", + "Ġcampaign s", + "ĠP orno", + "_ assign", + "Prot ocol", + "ĠBe ing", + "ĠAir port", + "Ġconvent ional", + "ĠW at", + "ĠC I", + "ET A", + "ĠAnth ony", + "Ġtable t", + "( format", + "Ġconsist ently", + "ĠI owa", + "Ġav atar", + ".c ursor", + "! [", + "Ġh anging", + "H er", + "S uch", + "';ĊĊ Ċ", + "orge ous", + "() ==", + "Ġview Model", + "Ġ ãĥ", + "Ġel s", + "ĠAg ent", + "F etch", + "ap or", + "Ġc x", + "p read", + "ĠP ier", + "oe ff", + "S n", + "ĠV irtual", + "A pr", + ".Wh ite", + "_M OD", + "ĠPoint s", + "å¤ ±", + "Ġgen es", + "Ġv endor", + "Ġmain stream", + "< src", + "ĠEl izabeth", + "Dec oder", + "- state", + "ĠG lass", + "nc y", + "adi ans", + "_m on", + "ĠRem ote", + "Ġwire less", + "ĠM i", + "å ī", + "è¡ ¨", + "st age", + "ĠT ile", + "ll ib", + "V ariant", + "== Ċ", + "Ġgold en", + "(Q String", + ".put Extra", + "ĠD om", + "ĠAn imation", + "Ġinter active", + "if act", + "éĻ ¤", + "LE T", + "Ġfrequ ent", + "Ġ< >Ċ", + "F ilename", + "Ġs ne", + "ĠFoot ball", + "Ġr ival", + "Ġdis aster", + "ion ic", + "ĠD amage", + ". Resource", + "- en", + "ĠT ypes", + "get String", + "( board", + "Ġb ol", + "pl ain", + "z ym", + "ภ²", + "Ġsc anner", + "ild er", + "_msg s", + "æ ı", + "(int ent", + "Ġde struct", + "Ġb ust", + "ĠE mploy", + "on i", + "ĠUI ViewController", + "Ġodd s", + "ear er", + "Ge ometry", + "Ġy ii", + "_EX PORT", + "ĠAtt ack", + "Ġn iet", + "Ġim pression", + "ĠG il", + "_pro b", + "ĠC F", + "ĠEx perience", + "/pl ugins", + ".M ethod", + "Ġbelie fs", + "N ative", + "_b uild", + "Ġv ig", + "Ġr anks", + "cover ed", + "s uch", + "G uard", + ".p ack", + "add er", + "iv ia", + "l ng", + "Ġв Ñĭ", + "T imestamp", + "_n ow", + "Ġp oker", + "Ġun c", + "Ġsh apes", + "-t ypes", + "_per iod", + "p k", + "Ġveter an", + "Ġson o", + "Ġappoint ed", + "over flow", + ".d river", + "_c at", + "ut t", + "pl ant", + "im b", + "ĠAc cept", + "Ġconc ert", + "ĉ node", + "ĉ z", + "? >čĊ", + "Ġb anned", + "ĉ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġto xic", + "Ġdisap pe", + "È Ľ", + "Ġgr ace", + "ate ful", + "Re ply", + "ĠCru z", + "Ġsc rap", + "Ġkey words", + "s imp", + "Ġmort gage", + "Ġcy ber", + "ĠEx ecute", + "Ġlat itude", + "if u", + ".C OM", + "d bo", + "Ġsort s", + "ĠG as", + "om ial", + ".L ocal", + "Cell s", + ".Re place", + "String s", + ".f it", + "ĠTh ird", + "% \",Ċ", + "Ġ{} \".", + "ĠS ony", + "Ġ[ :", + "Ġfall en", + ". ')Ċ", + "in h", + "ĠM C", + "Ġred is", + "C odes", + "Ġprofile s", + "h ook", + "Reduc er", + "_F UNC", + "Ġn avigate", + "str len", + "Ġh orm", + "á ŀ", + "ĠS R", + ". boot", + "Ġdig est", + "ĉ header", + ".find One", + "æ ģ", + "Db Type", + "n ia", + "_m erge", + "Ġdon ne", + "/ Getty", + "_CH AR", + "Ġb ands", + ". URL", + "art ial", + "Ġf req", + "Ġs ist", + "N g", + "Ġrender ing", + "\\ Core", + "Widget s", + "ĠV A", + "Ġactiv ists", + "St e", + "= _", + "all a", + "St amp", + "Ġload s", + "Ġx x", + "ĠL earning", + ".M vc", + "u ir", + "(\" $", + "Ġconnect ing", + "Read Only", + "ur u", + "ĠE ag", + "B IT", + "_DE L", + "å §", + "arr ass", + "ext ernal", + "ĠY OUR", + "ĠB rew", + "ĠF ive", + "Ġres ize", + "ig id", + "er ation", + "ĠÑ į", + "åĬ ł", + "ĠC atch", + "Ù ģ", + "ĠLe on", + "am il", + ".B ody", + "Cl ip", + "/ list", + ".b r", + "Edit Text", + "ĉ db", + ".G ame", + "(Build Context", + "back end", + ".R ed", + "face book", + ".url s", + "m r", + "rol led", + "---- ---", + "Ġinter vention", + "Ġretire ment", + "ĠK it", + "ĠP RE", + "Upper Case", + "ĠS ocket", + "Ġ: -", + "Ġstudy ing", + "ĠMet ro", + "ard ed", + "Ġconvers ations", + "C alled", + "Ġexam ine", + "ert ificate", + ".g z", + "-res ponsive", + "Ġref und", + "_n etwork", + "allow ed", + "em pt", + "Ġme als", + "C ategories", + "Ġtravel ing", + "Ġk g", + "Ġsh ame", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġexplicit ly", + "Ġmath ematic", + "ĠS uite", + "ĠR GB", + "****** /", + "Ġmix ture", + "lear ning", + ".t emplate", + "att s", + "w x", + "ĉ ctx", + ".p roperties", + "Ġdrink s", + "ĠE ither", + "set Text", + ".get Data", + ".z ip", + "Ġreve als", + "< table", + ".Hash Map", + "ĠH ur", + ") \");Ċ", + ".f ramework", + "ĠST ART", + "feed back", + "Ġsaf ely", + ". icon", + "config ure", + ". lock", + ".l ayers", + "/> .Ċ", + "Ġrank ed", + "_ impl", + "ĠHand les", + "Ġhost ed", + "Ġup dating", + "al bum", + "é Ŀ", + "Ġsh ader", + "Edit ors", + "- round", + "[] {", + "Ġse p", + "ĠH i", + "TE M", + "look up", + ".m an", + "_IN PUT", + "Ġthreat ened", + "_IM PORT", + "Ġd rops", + "ru it", + "s id", + "bo th", + "ĠEx cel", + "Ġj er", + "ord inary", + "еР¹", + "V IEW", + "re ply", + "Ġ) :Ċ", + "color s", + "ver ified", + "_T r", + "_p arse", + "Ġcon gress", + "P romise", + "int s", + "ĠM other", + ".A pi", + "ĠD uration", + "Ġfirst Name", + "inherit doc", + "ĠM ars", + "Ġa pr", + "OD Y", + "Ġvis its", + "Ġhe aling", + "let ters", + ")) );čĊ", + "f uture", + ".F ramework", + "Ġk iss", + "Ġinv olve", + "Ġsil ent", + "ad ows", + "Ġany body", + "s ch", + "Ġsole ly", + "- img", + "Ġprop ri", + "Ġin struct", + "Ġlic enses", + "Ġm eth", + "Ġcond em", + "ĠD omain", + "ĠHarr is", + "Ġs Ã¥", + "CE PT", + "B atch", + "@ extends", + "ĠCONTR IBUT", + ".Data Frame", + "_p acket", + "rec ision", + "Ġfoc using", + ". ht", + "__ \":Ċ", + ": Get", + "ĠK C", + "Ġpass age", + "Seg ment", + "_c enter", + "-z A", + "_B L", + "Ġconv in", + "Ġclass ified", + "ĠNS Mutable", + "_ ap", + "t ile", + "Rect angle", + "(n ums", + "v ens", + "ĠUI Button", + "ĠF eder", + "am o", + "Ġout line", + "ĠPar ser", + "Ġâ ī", + "ĠWork s", + ".S chema", + "Ġeng ines", + "_com mon", + "_ old", + "Ġset ContentView", + "Ġ/// <", + "ĠB T", + "f m", + "Ġd ivers", + "_ weights", + "em ark", + "ĠA CT", + "Ġpro portion", + "over lay", + ".dir name", + "ĠG it", + "_REF ERENCE", + "< >", + "l b", + "_r ule", + "è´ ¥", + "ĠPut in", + "Ġsleep ing", + "() :čĊ", + "Ġpres erve", + "Ġpar liament", + "ĠLook ing", + "Ġpick ing", + "ĠDis patch", + "Ġsl ip", + "ë ĵ", + "ĠL yn", + "_sign al", + "config uration", + "ĠP itt", + "ad en", + "pro cedure", + "Ġenthus i", + "f ight", + "ĠCons ider", + "Ġt orn", + "Conn ected", + ".c os", + "_group s", + "ĠTh ink", + "Ġdel iber", + "Ġres id", + "work ing", + ".column s", + "ĠCal led", + "Ġes lint", + "> \",", + "_D OWN", + "h ist", + "ĠAdv anced", + "Ġre wards", + "act ors", + "Ġsil ence", + "Ġmy th", + "Ġne ur", + "Ġa uction", + ".Get String", + "ek s", + "( project", + "ĉ msg", + "ĉ output", + "Ġcomplaint s", + ", S", + "Ġt bl", + "Ġ, ĊĊ", + "ri ors", + "ah ren", + "Ġlawy ers", + "re dux", + "_s ymbol", + "off ee", + "_RES ULT", + "( Name", + "UT C", + ".current Time", + "Ġorgan is", + ". arg", + "Ġmin im", + "w ick", + "Ġrece ives", + "B alance", + "Ġspeak s", + "ĠD ays", + "ĠBel ow", + "t ipo", + "P resent", + "Ġres erv", + "h p", + "Ġr it", + "_R IGHT", + "-- )", + "Ġchair man", + "D IS", + "ĠBO OST", + "Ġexper iments", + "__ );Ċ", + "Ġst amp", + "Ġf ert", + "Ġf ond", + "T er", + "el ve", + "ure n", + "+ i", + "end ency", + "Ġvirt ually", + "... \"", + "ï½ ŀ", + "- cent", + "_un ique", + "Ġpr icing", + "m ic", + "RES H", + "Ġ:: :", + "Ġan notation", + "ĠC ircle", + "ong odb", + "it as", + "Ġ% (", + "( component", + "Ġо б", + "( port", + "-h our", + ". obj", + "L BL", + "Ġj ury", + "GB T", + "Ġsp y", + "ĠProf essional", + "Ġ\"\" ;ĊĊ", + "Ġstri king", + "Ġdiscrim ination", + "Ġp ays", + "lic t", + "ent es", + "Ġthrow ing", + "ĠPl ugin", + "( def", + "ĠRuntime Exception", + "ĠM igration", + "Ġd ic", + "b ag", + "on ia", + "Ġcor ruption", + "( Map", + "Ġpr z", + ".d to", + "Ġac quire", + "State ToProps", + "Ġlo ving", + "оР¶", + "_p attern", + "Ġemot ions", + "Ġpublish er", + "_b e", + "Ġcoup les", + "o j", + "ĠCh art", + "Ġt rop", + ".t ool", + "Ġestablish ment", + "Ġd ol", + "Ġto wer", + "Ġl ane", + "ĠSy dney", + "Ġfill ing", + "claim ed", + "Ġdialog ue", + "Ġcon vention", + "book ing", + "pare ncy", + "æ ±", + "ĠGener ic", + "\\ Schema", + "Ġr anges", + "/ ch", + "Ġpan els", + "Ġr uled", + "çĶ Ł", + ".t s", + "_s ets", + "Ġclean up", + "Pre vious", + "ĠAn imal", + "($ (", + "ĠA ve", + "oll ar", + "_e val", + "ĉ Name", + "(t ree", + "Ġ\" ]", + "Ġdut ies", + "=' /", + "Click ed", + "Ġdifferent ly", + "ĠCl ark", + "Ġd it", + "olog ists", + "Ġsy nd", + "Ġs ends", + "- known", + "k b", + "ĠMod al", + "it ative", + "Ġr acing", + "Ġhigh lights", + "ĠSim on", + "ĠCapt ain", + "ä¿ ¡", + "ĠC B", + "cont in", + "ar an", + "Ġphys ics", + "ret ty", + "et al", + ".m d", + "ax ios", + "Ġspeak ers", + "Ġpre p", + "Ġaward ed", + "ì§ Ģ", + "ĠC orn", + "ĠN ature", + "UD IO", + "Ġpro j", + "- pre", + "[ u", + "Fe atures", + "Ġis Equal", + "B inary", + "s ig", + "Ġconf usion", + "ĠH at", + "Ġkt ó", + ".config ure", + "M ON", + "/ edit", + "_A dd", + ", true", + "Ġc li", + "Error Message", + "- loader", + "Dim ensions", + "ultip ly", + "Ġ{ !!", + "ĠSql Command", + "Ġsp oken", + "Ġp ics", + "Ġto y", + "( Key", + "ĠLo op", + "Ø ¨", + "E ATURE", + "in ction", + "_set up", + "w rapper", + "Ġt ong", + "c ular", + "O pt", + ".P l", + "=\" ,", + "(l ength", + "um n", + "Ġch rom", + "Ġse vent", + "ĠIllegal ArgumentException", + "ĉ start", + "Ġbeg un", + "CE PTION", + "dat aset", + "ĠF ailed", + "col s", + "Ġkne e", + "im ore", + ".sp lice", + "sh ell", + "ig gers", + "Ġthem es", + "ĠD J", + "ĠAss istant", + "- $", + "May be", + "Ġorder ing", + "ĠInt elligence", + "ĠMass achusetts", + "Ġfail ing", + "el son", + "G reat", + "= i", + ".re st", + "Ġinv ite", + "-dis able", + ".Group Box", + "âĢĻ est", + "Ġtack le", + "g v", + "et ter", + "Ġ), čĊ", + "_r ules", + ".w arn", + "function s", + "ĠChrist ians", + "Ġback ed", + "Ġsl ider", + "Ġenjoy ing", + "n est", + "Ġh ij", + "_m s", + "// *", + "An notations", + "ĠVariable s", + "< V", + "( server", + "ĠOr acle", + "element s", + "Ġorgan isation", + "_point er", + "ĠHe aders", + "[ d", + "Ġdead line", + "iss a", + "Ġkn ife", + "ĠNAS A", + "ĠHe ight", + "ĠAs ync", + "Ġven ue", + ".d om", + "bour ne", + "ĠHaw ai", + "Ġmem o", + "ict ions", + "Ġsurve illance", + "om i", + "/ assets", + "Ġed u", + "Ä Ľ", + "Ġro ster", + "Ġh ired", + "ĠT ok", + "Ġpl acement", + "ur ations", + "Ġset State", + "ĠMag azine", + "Ġhor ror", + "T ry", + "Ġl ag", + "ĠEvery one", + "th ur", + ")) ;čĊčĊ", + ". return", + "Ġsy mp", + "âĸĪ âĸĪ", + "Ġn ights", + "work er", + "Ġa le", + "ennes see", + ".st ep", + "Ġsynchron ized", + "our i", + "Do es", + ". change", + "f on", + ".set Background", + "irc ular", + "+ -", + "ĠC IA", + "ĠJ ane", + "ĠSim ilar", + "- I", + "level and", + "Ġpros pect", + "_f ound", + "ĉc olor", + ".D iagnostics", + "Ġann ounce", + "Ġassum es", + "/ tr", + "Ġb d", + "ĠCar bon", + "Ġanal ys", + ".de st", + "n ik", + "ĠL ie", + "- index", + "Draw able", + "ĠT AG", + "Ġtri angle", + "_F LOAT", + "ĉĉ ĠĠĠĠĠ", + ".bl ack", + "v ue", + "cur acy", + "Ġaffect s", + "Ġsure ly", + "Sl ider", + "uk i", + "c ery", + "Ġun ter", + ".pro file", + "ord on", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "le ave", + "Ġsmart phone", + "g ie", + "Ġcons pir", + "Ġt utorial", + "ç± »", + "Ġc ab", + "ĠSum mary", + "* ĊĊ", + "ä h", + "\" This", + "Ġsl ides", + "\" ", + "c ycle", + "ĠB ull", + "path s", + "Ġun p", + "Ġview DidLoad", + "_M odel", + "Ġassert True", + "Ġr ated", + "De cl", + "vert ed", + "ĠD at", + "b rew", + "Ġpoint ing", + "M s", + "ĠPoint er", + ") '", + "_n on", + "ĠSE C", + "Ġy eah", + "g ency", + "initial ize", + "f ly", + "[ pos", + ", g", + "Te le", + "Ġj oke", + "Ġcl ause", + ".find ById", + "en es", + "( instance", + " £", + "Ġs lic", + "_h ome", + "Ġ*/ }Ċ", + "_p ages", + "(s ervice", + "R P", + "ĠAm ong", + ".get Current", + "ãĤ ¹", + "Ġs lee", + "= [Ċ", + "ol er", + "Ġlib ert", + "Ġ` Ċ", + "Ġw enn", + "l ated", + "Ġimm une", + "( Node", + "ĠPro blem", + "ĠA bs", + "log s", + "Ġ ../", + "ĠA DC", + "Ġ}} \">Ċ", + "> ');Ċ", + "= b", + "ĠW ind", + "lah oma", + "Ġalloc ate", + "or ian", + "Ġpres cription", + "- quality", + "ĠMay or", + "in ely", + "end foreach", + "ĠCom plex", + "k om", + "T Y", + "] ].", + ". Style", + "_m any", + "',' $", + "Ġbar rier", + "ĠF etch", + "ĠMar vel", + "Ġres ist", + "ог о", + "b idden", + "ĠRun nable", + ": false", + "Ġbuild s", + "ĠSt age", + "Ġd ub", + "emp o", + ".s ite", + ";ĊĊ ĊĊ", + "ĠDen ver", + "Ġre vel", + "Ġtrigger ed", + "Ġd ice", + "_f ail", + "Ġg c", + "ĉ X", + "ĠTh rowable", + ".r outer", + "ĠRev olution", + "ÑĢ а", + "_N ON", + "Ł ¥", + "Ġel der", + "Ġab road", + "ĠÐ µ", + "ĠAd ult", + "bl r", + "g lyphicon", + "Ġprom oting", + "Ġ iz", + "ĠS olid", + "_lo ader", + "ear ly", + ".en abled", + "- edit", + "ĠU L", + "_ play", + "ĠInt errupt", + "Ġadvant ages", + "uc le", + "Ġmechan ical", + ".table LayoutPanel", + "ĠWork ing", + "Ġan onymous", + "R ating", + "ig ious", + "_ph one", + ".addAction Listener", + "Ġfr an", + "und en", + "Ġ*) &", + "_ bool", + "ul ative", + "Ġcon e", + "ĠM ult", + "Ġm ö", + "ĠFor ward", + "] ):Ċ", + "Ġconvin ced", + "act ed", + "ãģ ĵ", + "ĠConfig ure", + "Ġce iling", + "D er", + "Ġpass engers", + "Group s", + "Ġsoc cer", + "/ W", + "avi ors", + "sw ith", + "ĠZ one", + ". Options", + "ĠM om", + "ied er", + "Array s", + "Ġtreat ments", + "Ġprotect ing", + "f ac", + "Ġpick le", + "Button Item", + "Ġblock ing", + "str ar", + "à ²", + "ĠEx port", + "Ġth rew", + "ott a", + "ĠB ASE", + ".w s", + ".LE ADING", + "order By", + "_d elay", + "ĠP u", + ".d ll", + "ĠCh oose", + "Pol ice", + "ĠBE GIN", + "box es", + "Ġdiam ond", + ", l", + "Ġ ĉĉĉ", + "Ġcur ious", + "t v", + "Ġerot ische", + "ack ages", + "ĉ Set", + "T ick", + ".b order", + "static method", + "Ġch er", + "in voice", + "Ġcr u", + "Ġdef ect", + "_m etadata", + "re lation", + "ik an", + "[ N", + "(Q t", + "( Base", + "æģ ¯", + "be at", + "ĠEm pty", + "ĉ o", + "_sh ift", + "Ġreg ret", + "Th ose", + "C ent", + "ĠPort ug", + "ĠIs lands", + "ĠT IME", + "Man agement", + "-s p", + "ê me", + "Ġnot ion", + "un ifu", + "P K", + "è¡ Į", + "ĠCUR LOPT", + "\\\" \\", + "U V", + "ç º", + "d ra", + "c ou", + "= `", + "ĠD estroy", + "r p", + ".c ancel", + "G G", + "r untime", + "ĠV ue", + "Ġprogress ive", + "/s ervices", + "Ġrun ner", + "_FR AME", + ".ToolStrip MenuItem", + "Ġ' ,'", + "d elay", + "= utf", + "Ġscreen ing", + "Ġpull ing", + "om as", + "Ġan th", + "- new", + "/ local", + "Ġi Pad", + "Ġt witter", + "Ġd ying", + "Ġhe aven", + "ĠU Int", + "ĠSen ator", + "Ġpres um", + "ĠWalk er", + "Ġover come", + "ete ction", + "Ġemb arrass", + "Ch ina", + "In clude", + "RO LL", + "Ġdata Type", + "D avid", + "ภ£", + "lo p", + "-m onth", + "Ġsc ar", + "ĠS afe", + "Ġ ****************************************************************", + "Ġaccess ories", + "Ġr amp", + "_U SE", + "Ġcontr ad", + ")) ]Ċ", + "Ġpre st", + "ĠH R", + "ĠR ap", + "Ġus ize", + "Ġcap ability", + "Ġc ort", + "- next", + "Ġbur den", + "_read er", + "Ġ@ @", + "reg ular", + "ĠK a", + "M AN", + "Ġa str", + "Ġ' ')Ċ", + "Ġf ed", + "Ġpars ing", + "ĠY ears", + "Ġbro ker", + "\": {\"", + "Ġa kt", + "In ventory", + "abe led", + "Ġarg parse", + "****** *Ċ", + "vers ation", + "Ġc ord", + "ĠT i", + "Ġhope fully", + "Ġa h", + "ver b", + "Ġst olen", + ". Entry", + "Ġexpect ing", + "O rientation", + "Ġpower ed", + "Ġp ersist", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "'] );", + "')) ,Ċ", + "ĠC ash", + "ĉ item", + "gr ades", + "rop ol", + "b asic", + "Ġ\" );čĊ", + "Ġaw ards", + "(r ange", + "- all", + "ĠIB Outlet", + "ĠInd eed", + "---------------------------------------------------------------- ------------", + "Ġstom ach", + "Ġfl ower", + "Ġs ew", + "_t imes", + "av is", + "Q String", + "ĠR outes", + "_pro t", + "Ġcom edy", + "Ġlog out", + "Ġwood en", + "Ġpost er", + "p iece", + ".J oin", + "ĠP ok", + "cel ona", + "mut ex", + ";čĊ čĊčĊ", + "Ġstri kes", + "Load ed", + ") arg", + "es a", + "Un ited", + "E p", + "PE LL", + "ĠAtl antic", + "ul let", + "app le", + "Ġsett led", + "a con", + "Ġprint er", + "ĠG C", + "å® ļ", + "Ġrender ed", + ", âĢĻ", + "he it", + "s ocial", + ". ge", + "ĠR ick", + "ĠUt ah", + "g ot", + "on ical", + "ĠSc roll", + "ĠSc iences", + "Ġj ug", + "Ġam pl", + "ent i", + "LE FT", + "Ġt abs", + "Ġenorm ous", + ".get Key", + "loc ate", + ". EX", + ".st orage", + ".W e", + "Ġto ast", + "ĠAdd itionally", + "ĠN OW", + "_ UPDATE", + "Ġtrans ferred", + "th a", + ".D isplay", + "_ ui", + "ID EO", + "Ġmeaning ful", + "ĠMos cow", + ", this", + "ĠVict oria", + "æĶ ¹", + "ĠÐ Ł", + ".st ack", + "ĠB arn", + "pared Statement", + ": string", + "Ġb ij", + "ĠST ATE", + "Ġemploy ers", + "ĉ input", + "( |", + "Ġle x", + "in voke", + "ĉ num", + "++ ,", + "at ial", + "ors es", + "Ġfor k", + "_t xt", + "ĠAnton io", + "Ġ( <", + "aver se", + "Ġdev ast", + "ãĢ Ģ", + ".D ec", + "ĠG ard", + "/ ui", + ". %", + "tr i", + "Ġrol led", + "Value Pair", + "itt en", + "ĠTh er", + "Ġv rou", + "ĠFl ow", + "ĠFin ance", + "ĠCom b", + "H C", + ".set Visible", + "is l", + "Ġp k", + "Ġup set", + "( raw", + "ĠV ice", + "e atures", + "ĠL ang", + "Look ing", + "ĠA ST", + "Ġtri ps", + "ĠJust in", + "b rowser", + "=\" '.$", + ". vertices", + "- co", + "}/ {", + "Ġ? ,", + "ĠD omin", + "ĠBel g", + "\" <", + "Ġsup pose", + "add y", + "Ġwalk s", + "ERR U", + "_f ilters", + "Pre ferred", + "sc ene", + "е Ñģ", + "ĠAff airs", + "Ġ\"# {", + "Ġon Submit", + "Ġstock s", + "/ view", + "g ree", + "- get", + "h it", + "J o", + ".get C", + "Initial ized", + "ÑĤ и", + "c uts", + "( Type", + "ĠAg reement", + "ĠViet nam", + "Ġ/* !", + "Ġp izza", + "- view", + "_ em", + "Ġl hs", + "Ġm uy", + "ĠId ent", + "ĠF riends", + "Ġab und", + "_A D", + ".t imestamp", + "- '", + "Ġd uplicate", + "Ġhun ting", + "Ġregul atory", + "ia o", + "am ous", + "ĠEnt ertainment", + "[ A", + "iat ric", + "_CL IENT", + "ĠK ids", + "/p kg", + "B reak", + ")) );ĊĊ", + "ĠSh ape", + "Ġrel ating", + "Int errupt", + "able Opacity", + "emb re", + "Ġmyst ery", + "Ġjournal ists", + "rit able", + ".L ink", + "Ġstop ping", + "CRE T", + ".D B", + "Ġpopular ity", + "Ġg ew", + "Ġim pr", + "set Value", + "FL AG", + "ĉm ax", + "Ġb ake", + "w y", + "ĠEcon omic", + "Ġen contr", + "Ġf name", + "/ de", + "R ank", + "Ġbug s", + ".s m", + "Ġmed ian", + "D OWN", + "ĠS ure", + "At Index", + "ĠD ick", + "Ġ( __", + ".d elta", + "F r", + "Ġsuggest ing", + "ĠRec yclerView", + ", e", + "ST ART", + "/************************************************************************ ****", + "xf ord", + "Ġrece ipt", + "CL AIM", + "read only", + "Ġeng aging", + "C a", + "as ma", + "Ġens uring", + "Eng lish", + "ĠV ancouver", + "hy th", + "Ġpurch asing", + "ĠP I", + ". word", + "(s p", + ".h ome", + ": def", + "Ġg ig", + "ĠV e", + "for um", + "ĠM itch", + "B ay", + "_F L", + "Ġs oll", + "_column s", + "Ġminor ity", + "b ird", + "Ġhand ed", + "SS L", + "ST AT", + "Ġnerv ous", + "ĥ ½", + "Ġfile Path", + "CRE ATE", + "A w", + "Ġp ens", + "se ed", + "ĠCom pute", + "ol k", + "ĠAs set", + "re ach", + "'), čĊ", + "n avigation", + "L F", + "/ util", + "ĠP ub", + "Ġâ Ķ", + "c ion", + "## Ċ", + "II I", + "Tag Name", + "Ġam id", + "per mission", + "if iable", + "xFFFF FFFF", + "н и", + ".B uffer", + "_ irq", + "d ark", + "Ġret val", + ".f ire", + "produ ction", + ".list en", + "ĠWe ather", + "Ġbuy ers", + ". ne", + "er p", + "ĠP ent", + "Ġw elfare", + "Ġpage Size", + "ĠSt adium", + "ert a", + "Ġle v", + "amp a", + "P ager", + "Ġcharg ing", + "ĠNet flix", + "| null", + "_r andom", + ".x path", + "Ġst ere", + "ĠIS IS", + "pons es", + "( loc", + "ey ond", + "ĠOff icial", + "ĠMary land", + "Data Type", + "_p ar", + "{ },", + "ĠEn joy", + "_SH IFT", + "ĠA wards", + "_ENT RY", + "Ġseem ingly", + "entic ate", + "Ġheart s", + "_ ;ĊĊ", + "ĠH IV", + "Ġindiv id", + "ĠFl ag", + "_ ctrl", + "ĠC allback", + ", z", + "ĠG PU", + "ĉ obj", + "ĠPh oenix", + "ĠB US", + "Ġrub ber", + "_A UTH", + "ĠSol utions", + "( location", + "Variable s", + ".set Enabled", + "_h igh", + "W O", + "G esture", + "Ġre try", + "Ġobject ForKey", + "allow een", + "Ġm os", + "ĠC ele", + "Ġik ke", + "(c ell", + "ĠM ODE", + "ren a", + "Ġdescri bing", + "Ġph i", + "Ġr d", + "Ġdes erve", + "Ġwhe els", + "å¸ Ĥ", + "Ġcrit ics", + "N amespace", + "ĠF ra", + "Ġ ĊĊĊĊ", + "Ġall a", + "Ġrequ iring", + "æľ Ł", + "ut ation", + "Ġdelay ed", + "Ġadministr ative", + "Ġb ay", + ".h idden", + "T ex", + "Ġbound aries", + "Ġ] );ĊĊ", + "ĠFollow ing", + "~ /", + "F i", + "_con v", + "_T ITLE", + "Ġdes de", + "ICollection View", + "Ali as", + "Ġb ite", + "pat ient", + "_COMM AND", + "Com pleted", + "ĉ elif", + "( <", + "B usiness", + "ĠP ool", + "Ġpurs ue", + "ĠB an", + "_st eps", + "_DE CL", + "um ble", + "Ġcom bo", + "ĠL ayer", + ".x r", + "Ġd up", + "-------- -", + "Ġmod ifier", + "ro b", + "re z", + "Ġath letes", + "Us ed", + "w ear", + "Ġlegit imate", + "Ġ\" ĊĊ", + "Ġh v", + "St d", + "ĠH old", + "Ġsurv iv", + "ĠAll iance", + "ĠEar ly", + "Beh avior", + "(f ont", + "/lib s", + "Ġrect angle", + "Ġs inger", + "Ġam p", + "Equal To", + "Ġ\" .\"", + "Ġgirl friend", + "å ±", + "line ar", + "obs erv", + "Ġpi ù", + "Ġcomple ment", + "With Value", + "(p assword", + "t ake", + "Bl ank", + "ĠCom par", + "' \",", + "_p olicy", + "m ongoose", + "_FA ILED", + ".re port", + "R atio", + ".Perform Layout", + "us able", + "m ers", + "_re nder", + "PE ED", + "Ġles b", + "ĉ E", + "_t ool", + "Ġl adies", + "о Ñģ", + ")) ))Ċ", + ";; ;;", + ".d ot", + "Ġn est", + "pe ak", + "uk kit", + "ec a", + "_S W", + "Ġ& (", + "ĠOk lahoma", + "Ġbank ing", + "ĠN intendo", + "Ġreprodu ce", + "_element s", + "_m ac", + "pro xy", + "Ġremark able", + "}/ ${", + "Ġout s", + ".has Next", + "M ODE", + "Ġan ime", + ".con n", + "Un ique", + "D om", + "Ġimportant ly", + "itt y", + "Ġju ice", + "T w", + "ĠPart ners", + "Ġattack ing", + "Ġport able", + "am iento", + ".P ictureBox", + ".g en", + "Ġopt imal", + "Ġre cre", + "Ġjournal ist", + "ĠEx tract", + "ĠMore over", + "Ġmargin Top", + ".A p", + "Ġf iring", + "Na N", + "ĉ template", + "аР´", + ". En", + "Ġdef ence", + "ĠT el", + "il en", + "j an", + "= data", + "ĠU rl", + "ĠRe uters", + "(t otal", + "ĠFif th", + "Ġess ays", + "Ġinterpret ation", + "Ġchar ity", + "ĠR ules", + "Ġsub section", + "st yled", + "az er", + "l ags", + "L IST", + "Ġupload ed", + "Ġtr ash", + "Ġreg istr", + "Ġsell er", + ">' ;čĊ", + "Ġstart Time", + "ç Ļ", + "s y", + "(Http ServletRequest", + "Ġtr ap", + "G C", + "Ġembed ded", + "Ġsurround ed", + "im its", + "T X", + "yl inder", + "ĠF al", + "Ġsent ences", + "ĠJ a", + "IF ICATION", + "we apon", + "ov ation", + "Ġco at", + "Ġinter pol", + "Ġl ips", + "ĠK y", + "Ġv ectors", + "_ am", + "Ġint ake", + ".w orld", + "Ġin box", + "ĠM AC", + "_ ab", + "(name of", + "Ġent ert", + "Ġgather ing", + "ĠS IM", + "++ .", + "ny a", + "' }}", + "ĠUP DATE", + "Ġp ac", + "( html", + "ĠS ant", + "i ating", + "ĠIde as", + "Ġspr ay", + "ĠH art", + "Ġver ification", + "ades h", + "/ modules", + "ĠM ind", + "ĠSized Box", + "Ġsh elter", + "Ġher oes", + "att y", + "Ġcert ified", + "s j", + "Ġê tre", + "ÅĤ o", + "Ġpublish ing", + "ĠMal ays", + ".get User", + "ĠPro vider", + "ĠLinked List", + "ĠB or", + "RO UND", + "d id", + "t ain", + "p ire", + "ĠJ enn", + "t el", + "and e", + "_f ront", + "ĠMc G", + "Test Method", + "ภŃ", + "Ġoccasion ally", + "ĠW ales", + "Ġexerc ises", + "ĠÐ Ĵ", + "- plus", + "Ġvalid ator", + "Ġpr ayer", + "L ATED", + "_ author", + "Ġlab our", + "++ Ċ", + "-e quiv", + "ĠG PL", + "Ġface book", + "s imple", + "g ly", + "Process or", + "ip y", + "Ġ* >", + "Ġcle ared", + "ĠP ush", + "Ġpen is", + "Struct ure", + "li j", + "ĠM organ", + "Ġhand ful", + "\" .Ċ", + "| \\", + "Ġ ********************************", + "ĠA qu", + "_ IC", + ".load s", + "Ġm eter", + "ĠMar ine", + ":: {", + "ĠT S", + "ĠArray s", + ".T itle", + "GR AM", + "ter min", + "Ġco inc", + "El se", + "_st ates", + "-r un", + "m embers", + "ast ro", + "Ġon Press", + "Ġbe ings", + "Ġabandon ed", + "Ġtax p", + "own ers", + ".m ode", + "Ġdiagn osis", + "Ġ_ Ċ", + "ĠK night", + "ĉ A", + "Ġob serve", + "), '", + "! \")Ċ", + "ĠPar a", + "Ġvari ation", + "( False", + "ĠAnt i", + "Ġg ri", + "Ġhome less", + "? v", + "Ġbe z", + ".S erver", + "re lease", + "ĠP atri", + "Ġchar s", + "Ġrank ing", + "activ ation", + "Ġw ides", + "q r", + ".S ql", + "ac ular", + "ĠB ot", + "_s ync", + "Ġhapp iness", + "Ġvolunte ers", + "Ġs its", + "/ <", + "[ e", + "(file Name", + "Ġcap ac", + "ĠMar ia", + "f ather", + "Ġgr am", + "* i", + "Ġcas o", + "_d raw", + "ĠR aw", + "ĠIter ator", + "ĠP adding", + "P D", + "BO X", + "ĠS PECIAL", + "Ġfe cha", + "Ġv ide", + "ĠLe ader", + "ä» ¥", + "$ (\".", + "Ġdiam eter", + "Ġm ild", + "Ġrock s", + "app ings", + "d irectory", + ".fl ush", + "ĠJ ess", + "UN IT", + "ĠP ear", + "Ġmand atory", + "S ur", + "q t", + "Ġstream s", + "Ġco operation", + "ĠS ac", + "Ġche aper", + "ĉ ch", + "an imation", + "f are", + "( height", + "( True", + "N Y", + "Ġw rest", + "Ġpoll s", + "Ġencounter ed", + "ĠMarket able", + "_P ASSWORD", + "_SE LECT", + "ĠArab ia", + "_c lock", + "Ġv oy", + "Ġи з", + "Ġst ir", + "is ible", + "-e ffect", + ".c reated", + "Ġto ys", + "ĠTrad able", + "Ġr ust", + "Ġstr cpy", + "_t imestamp", + "Ġtalent ed", + ", null", + "ĠJ obs", + "ĠPort land", + "Ġweak ness", + "Th row", + "ĠAng el", + "ä¿ ®", + "Ġun cert", + "ï¼ī Ċ", + "ĠìĿ ´", + "Wh ich", + "Ġ[- ]:", + "S omething", + "Ġconv icted", + "k le", + "ed ium", + "Ġbranch es", + "Ġb ases", + "ç ®", + "Ġcomplex ity", + "ĠF ig", + ". reshape", + "$ db", + "_CON ST", + "ĠT es", + ".r untime", + "Ġden y", + "ĠB SD", + "Ġk r", + "h att", + "ĠSt atic", + "Ġunivers ities", + "Re place", + "Ġdro ve", + "Ġad oles", + "_pl ugin", + "ĠL GBT", + "Ġt ex", + "du ction", + "ED I", + "ĠT ed", + "_ URI", + "Ġre ception", + "art en", + ".S ingle", + "r ice", + "sc ious", + "_b g", + "Ġw ages", + "ĠS ervlet", + "UIL ayout", + "Ġform atted", + ".M od", + "< class", + "is en", + "Ġrepresent atives", + "\"] =", + "Ġport al", + "ĠHun ter", + "Ġh iring", + "__ )Ċ", + "ric ulum", + "u o", + "li est", + "Ġt ears", + "L at", + "Ġliter al", + ".In sert", + "Ġc urs", + "ĠCom put", + "Ġterror ism", + "Ġswe ep", + "Ġ[] čĊ", + "Ġpass enger", + "Ġeast ern", + "Ġtwe ets", + "Ġoper ated", + "w nd", + "ĠS yn", + ".t ools", + "ĠW M", + "ul ates", + "Ġbacter ia", + "( bytes", + ".set Data", + "Ġvis ibility", + "// ================================================================", + "el m", + "Ġgener ating", + "Ġm v", + "Ġk h", + "j en", + "/ search", + "Ġaccount ing", + "se gment", + "act ic", + ". ip", + "Ġdeploy ment", + "Ġfoot er", + "> ',Ċ", + "Ġexpand ing", + "ĠHam ilton", + "ĠCon trib", + ".T ables", + "Act iv", + "H H", + "ocom merce", + "_ ;", + "Ġamong st", + "ow ing", + "ĠC old", + "AP H", + "Ġpsych ological", + "_t ensor", + "Ġpack aging", + "ĠSw eden", + "Ġp are", + "Ġag gregate", + "Ġmoder ate", + "_h and", + "Ġdesign ated", + "Ġdr um", + "Ġget User", + "ĠC reek", + "_s cope", + "ĠTrans fer", + "ĠM arg", + "Ġfight ers", + "W nd", + "ĠS el", + "ĠLa unch", + "Ġemerg ing", + "if rame", + "ĠAdd itional", + "Ġf ears", + "Ġsat ellite", + "_ :", + "Ġdis posing", + "Get Value", + "Http Post", + "AT IVE", + "ul ary", + "View s", + "Ġatt ending", + "ĠT ennessee", + "ĠM ission", + "Ġmedic ation", + "ĠW y", + "ĠAn na", + "Ø ¹", + "ĠVert ex", + ".t ypes", + "O rgan", + ".DataGridView TextBoxColumn", + "ĠR S", + "Ġtemp o", + "( App", + "Version UID", + ".p oint", + "ĠD utch", + "H ours", + "L U", + "Ġqu oted", + ".b uilder", + "ĠPer fect", + "ĠAl ways", + "_t wo", + "Ġexclus ively", + "ĠC ra", + "ific ar", + "ĠA WS", + "ing ham", + "com plex", + "k ernel", + "Ġgr avity", + "Ġw i", + "Ġover view", + "ĠW ant", + "ĠW P", + "( sh", + ". rotation", + "St ates", + "ĠTe en", + "_com ponents", + "ì Īĺ", + "Re ceived", + "Ġly rics", + "rit es", + "ĉĉĉĉĉ Ġ", + "-A merican", + "[ num", + "/ python", + "ĠU ART", + "Ġapp le", + "ĠJon athan", + "Ġmoment um", + "ภ±", + "Ĥ ¹", + "Ġm ich", + "and ra", + "Ġbi ological", + "ĠM ens", + "Ġ% %", + "else a", + "ĠMex ican", + ".rand int", + "Ġt ale", + "ĠValid ate", + "Ġdefe ated", + ".ht m", + "Ġcop per", + "= /", + "cos ystem", + "Ġr ip", + "dec imal", + ".V ISIBLE", + "ĠT a", + "ĉĉĉĉĉĉĉĉ ĉĉĉĉĉĉ", + "Ġdownload ed", + "en vironment", + "Ġnom ine", + "build ing", + "ĠSp ot", + "ipher al", + "Ġal to", + "qu et", + "ĠF T", + "/ get", + "/m aster", + "W IN", + "åħ ĥ", + "W est", + "arg c", + "Ġprodu cers", + "ĠM uch", + "_st orage", + "cred it", + "CON T", + "Ġv et", + "Ġvo ices", + "(' ',", + "Ġinstr uments", + "ĠM SG", + "es se", + "re pository", + "om ics", + "Ġdeal er", + "St ill", + "Ġb anner", + "asc ii", + "Ġrem arks", + "[ js", + "Ġshort er", + "g ulp", + "Ġmyst er", + "Ġk un", + "ĠB ird", + "Ġti ene", + "n ut", + "ĠU m", + "Ġw ise", + "Y eah", + "INE SS", + "_b egin", + "- heading", + "C ourse", + "Ġ čĊčĊ", + "omb ie", + "grad ed", + "ĠG PS", + "Ġ że", + "F it", + "c aption", + "ö n", + "/ image", + "l ia", + "(m od", + "Ġle ak", + "en za", + "/ H", + "ĠH appy", + "D ist", + "n x", + "ĠGovern or", + "(l ast", + "te acher", + "ĠS ent", + "s upport", + "ject ory", + "Ġ Ùħ", + "Reg istration", + "ĠGr ay", + ", false", + "Ġadjust ed", + "( settings", + "< R", + "ĠM age", + "Ġpl aint", + "_ )Ċ", + "ĉ it", + "omet ric", + ". bootstrap", + "Ġcar ries", + "I p", + "Ġ! $", + "Ġswim ming", + "ĠMar io", + "ĠQuest ions", + "P ACE", + "æĸ ¹", + "e or", + "}} \"", + "Ġo ven", + "ĠK on", + "Ġwis dom", + "Ġac quisition", + "ess ment", + "ag ine", + "Ġexpress ions", + "Sequential Group", + "F ront", + "ul pt", + "aw k", + "'] )ĊĊ", + "_ AR", + "Ġanal og", + "ul in", + "_PR INT", + "ĠL G", + "Ġb lob", + "ĠFurther more", + "_com ponent", + "ĠC ole", + "L AN", + "SCRI PTION", + "Ġl ap", + "icens ing", + "_TIME OUT", + "ĠF ro", + "Ġli ability", + "Ġcom posed", + ".create SequentialGroup", + "_p erson", + "Ġbe am", + "ĉ ĠĠĠĠĠĠĠĠ", + "ĠNot Found", + ". 'Ċ", + "ÃŃ s", + ".Text View", + "P DF", + "Ġk ar", + "__ ('", + "Ġ\" :\"", + "_m essages", + "Ġhar vest", + ".h istory", + "> 'Ċ", + "-f old", + "æ Ĭ", + "ĠBet ter", + "Ġ\"\\ <", + "sp acing", + "Ġfurn ished", + "os er", + "] }Ċ", + "Ġ$ \"", + "p ull", + ".P ost", + "( ip", + "Ĺ ı", + ".f ront", + "nt e", + "ĠF M", + "g uid", + "Ġnegot iations", + "agon al", + "Ġtrem end", + "unge on", + "Ad v", + "car ousel", + "ÃŁ e", + "_DE SC", + "Ġham mer", + "ẠŃ", + "ĠĠĠĠĠĠĠĠ ĊĊ", + "-c ore", + "-s ervice", + "Ġcorn ers", + "ĠS F", + "p red", + "> A", + "ĠJ Label", + "Ġrom antic", + "Ġtestim ony", + "os c", + "ĠGener ation", + "as ures", + "_int ernal", + "Ġprint s", + "Ġ] )Ċ", + "ĠC leveland", + "re po", + "D isc", + "Ġ\" >Ċ", + "�� ��", + "Ġne arest", + "_t b", + "( require", + "EO F", + "- child", + "Ġbu dd", + ".Xtra Editors", + "alt ies", + "\\\": \\\"", + "W ords", + "Ġloc ally", + "Ġpurch ases", + "Draw er", + "ex tract", + "Ġexec ut", + "} '.", + "user data", + "Ġfocus es", + "-min ute", + "ĠP ublish", + "og o", + "Ġmount ains", + "B ot", + "} >{", + "Ġt ension", + "ro d", + "m esh", + "Ġtransform ed", + ", R", + "() }Ċ", + ".l ong", + "Ġg orgeous", + "ĠS chedule", + "Ġol dest", + "Ġsub process", + "( IN", + "y ect", + "ĠCo oper", + "arn ess", + "ĠMon itor", + ".p art", + "ĠN BC", + "Ġc otton", + "Ġh ol", + "Ġrg ba", + "ĠB io", + "Cont inue", + "P od", + "Ġparticip ating", + "clus ions", + "(By Val", + "à ¬", + "ĠH OW", + "_set opt", + "Ġaccompany ing", + "at on", + "Ġ/ \\", + "ĠAuth entication", + "i én", + "ĠBar ack", + "/* .", + "Ġe ager", + "ĠC ancel", + "< lemma", + "ep h", + "ĉ window", + "Ġinc idents", + "), (", + ".D es", + "ib e", + "ĠFunction s", + "Ġhosp itals", + "Ġo xygen", + "root Scope", + "Ġd rew", + "ĉ request", + "not ice", + "ak u", + "am ents", + "f ar", + "Ġprec ise", + "_w rapper", + "Ġlisten ers", + "A Z", + ".b ounds", + "ĠA verage", + "field set", + "_ axis", + "Ġexam ination", + "' .Ċ", + "mon s", + "++) {čĊ", + "ĠForm s", + "íķ ľ", + "Cpp Method", + "_tr ace", + "Ġengine er", + "ĠFl at", + "Ġrev ision", + "Ġhe ating", + "/ profile", + ".r u", + "p riority", + "Ġin fer", + "_ST REAM", + "Ġ* )(", + "> $", + "OLE AN", + "OK IE", + "IB ILITY", + "U AGE", + "ĠSur vey", + "Ġres ign", + "w ing", + "Ġsecre ts", + "Ġch ips", + "JSON Object", + "Des ktop", + "_SY MBOL", + "(res ource", + "ĠĊ", + "Ġnew est", + "ul i", + "Ġdes ert", + "Ġd ip", + "ĠP ow", + "Ġequ ation", + "Ġposs ibilities", + "ĠF ed", + "os ph", + "Ġ[ %", + "Ġb ubble", + "ether lands", + "Ġc ement", + ". auto", + "_ AN", + "âĢĻ .", + "se lection", + "ĠB ond", + "D en", + "- O", + ".get Type", + ".W indow", + "p res", + "Ġsw inger", + "\" })Ċ", + "Ġp ip", + "Ġm ice", + "Ġcomp ound", + "- plugin", + "ik o", + "Ġcent uries", + "ic ular", + "-in line", + "ĉ key", + "> \\<", + "EN SION", + "Ġ[ čĊ", + "Ġprecis ely", + "Ġét é", + "ĠP ast", + "ĠCam bridge", + "-f ull", + "Ġanaly ze", + "ĠSte ven", + "Ġn em", + "d ue", + "ore n", + "Ġmus cles", + "ij ing", + "/ -", + "ĠKenn edy", + "R M", + "oss ible", + "Ġact ress", + "Ġd olor", + "å½ ķ", + "Ne ed", + ".t oggle", + "ĠR ace", + "w ers", + ".m aterial", + "ĠD ue", + "ĠP el", + "# print", + "Ġindepend ence", + "ex us", + "Sh adow", + "Ġenc oder", + "( level", + "ĠSw ift", + ".d oc", + "_se lection", + "Ġserial VersionUID", + "Label s", + "Ġperform ances", + ".T ag", + "ĠN HL", + "iz en", + "/ UIKit", + "_CONT ROL", + "Ġearn ings", + "ĠAl t", + "_H ANDLE", + "C tx", + "Ġpers u", + "Ġtr an", + "ç ¨", + "_CH ANNEL", + "Ġsatisf action", + "ĠG P", + "io x", + "m itt", + "land o", + "Ġp ig", + "inal s", + "ê ncia", + "S urface", + "ĠU UID", + "Ġbenef icial", + "Ġsequ ences", + "ĉmem set", + "Ġmag ical", + " «", + "Ġw orn", + "AS C", + "pop up", + "COM P", + "_b efore", + "en ess", + "U i", + "L es", + ".re quire", + ".Serial izable", + "add Gap", + "Ġauthor ization", + ".py plot", + "urr ay", + "lat itude", + "fr ames", + "aj s", + "Ġcomp ass", + "Ġobserv ations", + "_s up", + ".en viron", + "Ġtri ple", + "ĠRub y", + "Ġdr ain", + "_F ILTER", + "S an", + "UM P", + "Null Exception", + "ĠG ab", + "ow e", + "ĠTurk ish", + "_se quence", + "ĠGr ant", + "uel a", + "Ġw o", + "Ġc ube", + "i q", + "Ġdis orders", + "Ġextra ordinary", + "Ġc trl", + "ĠSe q", + "ent r", + "Ġsan ctions", + "uts ch", + "Re ports", + "Ġin herit", + "Per iod", + "Ġphot ography", + "ĠF ramework", + "Ġspecial ist", + "Ġ? ĊĊ", + "_ selected", + ".P layer", + "Ġal location", + "( account", + "Ġstruct ural", + "v able", + "- offset", + ".App CompatActivity", + "аР¼", + ".Add WithValue", + "Ġicon s", + "Ġshut down", + "_l ow", + "ĠCom pare", + "ĠC e", + "= head", + "l am", + ".p redict", + "_DE C", + "ĠS leep", + "ĠGr atis", + "Ġsuggest ion", + "ĠD EL", + "ca ff", + "av irus", + "No thing", + "ŀ ĭ", + "Ġwides pread", + "Ġmechan isms", + "Ġtext Align", + "occ up", + "ĠR ail", + ": NS", + "Ġf iber", + "Ġm k", + "Ġv intage", + "-l ong", + ".re duce", + ". Entities", + "( record", + "Ġple asant", + "FR ING", + ".C ells", + "OT T", + "ĉelse if", + "_con firm", + "ĠView Group", + "s ym", + "Ġpr ay", + "Ġsus pected", + "Cont ains", + "Ġb orders", + "Ġcomponent Did", + "ASS ERT", + "Ġinf inite", + "- order", + "Ġh ello", + "ĠGr ade", + ".currentTime Millis", + "apol is", + "z h", + "ĉ Object", + ": \\\\", + "H O", + "val uation", + "Ġvoc ab", + "Ġcou pon", + "atab ases", + ".Get Type", + "L earn", + "] =\"", + "ĠG ary", + "ot ive", + "Ġas h", + "Ġb ib", + "XX XX", + "Ġbal anced", + "VAL UE", + "ĠN at", + "_A d", + "< E", + "åĮ º", + "ĠMethod Info", + "L IB", + "Ġconsider able", + "ĠInd ustry", + "test s", + ".set Title", + "ĠBl uetooth", + "Ġm apped", + "ĠBru ce", + "ĠMain Window", + "ĉ status", + "Ġr az", + "ĠM and", + "Ġclass ification", + "Per missions", + "Ġ---------------------------------------------------------------- ------------", + "Ġcontain ers", + ": set", + "_x ml", + "Ġwh ilst", + "Th rough", + "Ġval ign", + "Ġworld s", + "C ORD", + "ED IA", + "ÑĢ ов", + "Ġsp are", + "ĠH ad", + "ĠDE F", + "(p tr", + "Ġwarm ing", + "ठ¾", + "Ġcons ensus", + "ag ne", + "CT L", + "Ġì ķ", + ".M ain", + "web Element", + "Ġp ist", + "Fl ash", + "App end", + ".tw img", + "T ap", + "Ġveget ables", + "al g", + ".s ample", + "Ġcoach ing", + "( ind", + "Cell Value", + "Check Box", + "ĠH ell", + "RO OT", + "Ġst adium", + "Ġinvestig ating", + ") %", + "st ed", + "ĠW riting", + "Ġê ²", + "Ġun o", + "Ġ{{ --", + "Ġco ords", + "Ġun ser", + "organ ization", + "ĠCr ime", + "ĠDemocr at", + "Ġv in", + "/ file", + "- api", + "ĠA y", + "Ġfund ed", + "ĠBre xit", + "ĠG h", + "ent ina", + "c ases", + "Ġd ash", + "Ġ!! }Ċ", + "H I", + "Off ice", + "Ġcapt ain", + "Ġwor ship", + "\\ C", + "Ġglo be", + "_ board", + "Ġbab ies", + "Ġconsec utive", + "Ġenh anced", + "ere um", + "ĠAd vis", + "Ġgr ain", + "Ġc raw", + "ancell ationToken", + ". alpha", + "_W ITH", + "ĠO tt", + "ĠC ool", + ".b atch", + "Ġver ified", + "(c allback", + "Ġreg ards", + "ĠInt Ptr", + "ouch er", + "Ġk in", + "Ġtou ched", + "it Ãł", + "ath on", + "Ġadj acent", + "Ġaccom panied", + "LE AR", + "Ġim plies", + "Ġh ill", + "ĠBalt imore", + "=\" -", + "Fin ally", + "S am", + "ic opt", + "Ġs od", + "Ġm aj", + "ĠSh ipping", + "Ġget All", + "Ġcoach es", + "Ġdon ations", + "il ot", + "ĠT ar", + "c err", + "Ġbad ge", + "Ġmark ers", + "ĠR and", + "ais ed", + "iss ance", + "Ġexpl oring", + "uc ed", + "ĠIndones ia", + "Ġbene ath", + "Ġmagn etic", + "Ġm useum", + "match Condition", + "Ġdis rupt", + "Ġrem ind", + "ĠT M", + "Ġ/ ><", + "Ġf ool", + "Ġes k", + ".N ull", + "ĠD ies", + "_OUT PUT", + "_TYP ED", + "Ġpaint ed", + "Ġsoph istic", + "ĠB ear", + "* n", + "_P ACK", + "Ġdeliver ing", + "ĠC OUNT", + "åį ķ", + "Ġj eg", + "-c ar", + "f name", + "Ġr anging", + "ĠN eg", + "/ ******/", + "ĠCH AR", + "Ġul tra", + "Gr ad", + "= t", + "Ġjud ges", + "ĠD ise", + "ann ers", + "Ġsc al", + "_c al", + "ĠCON NECTION", + "_ embed", + "(f n", + "ĠC raft", + "ĠP as", + "\") ->", + ".con vert", + ".res ource", + "ĠST ATUS", + "ô ng", + "ĠT it", + "Ġclass room", + "ĠArch itect", + "ĠK ings", + "Ġstead y", + "/* !Ċ", + "ĠG ene", + ") \";Ċ", + "ic ia", + "st an", + "ĠCon struction", + "um per", + "w c", + "ĠC BS", + "ing ing", + "-p arty", + "(d river", + "M ARK", + "Ġn ested", + "ew ard", + "Ġdepend ency", + "Ġm ales", + "ĠO NE", + "ĠProdu ction", + "][ $", + "ãĥ¼ ãĥ", + "_LO AD", + "ĠB ol", + "el ry", + "ł éĻ¤", + "ĠRe quire", + "Ġpl acing", + "xx x", + "CA LE", + "Ġth umb", + "Ch oose", + "Ġprot otype", + "VO ID", + "Ġles bian", + "Ġtra its", + "Sh arp", + "Ġconsum e", + "Tr uth", + "Ġaction Performed", + "ĠEnvironment al", + "ĠDe an", + "Ġest ado", + "s ame", + "Ġnumer ic", + "Ġtrans it", + ". Email", + "-s ide", + "_R UN", + "ĠVill age", + "_OP EN", + "è ¦", + ".re m", + "-w arning", + "any a", + "Property Changed", + "Ġ(! _", + "( check", + "il ia", + "ĠSo ft", + "st eps", + "ĠMad rid", + "Memory Warning", + "Ġhand lers", + "Ġexperi encing", + "Ġins pect", + "button s", + "Receive MemoryWarning", + "chem y", + "Link s", + "Ġur llib", + ".System Colors", + "ĠE igen", + "Ġpun ishment", + ":UI Control", + "bar a", + "- set", + "Ġ}čĊčĊ čĊ", + "Ġtoler ance", + "Ġinter faces", + ". redirect", + "ighb ors", + "cs rf", + "_back ground", + ". Utils", + "_H T", + "ĠInter est", + "im os", + "Ġgr ants", + "Ġexam ined", + "Ð Ķ", + "Ġc f", + "for ge", + "back s", + "ĠObject s", + "_s ent", + ". entry", + "ĠTH EN", + "ell ido", + "c ia", + ", res", + "/std c", + ". nd", + "( Int", + "ĠAuth ors", + "ĠApp CompatActivity", + "' {", + "Ġmed i", + "M usic", + "ig m", + "ce ipt", + "Ġa uss", + "Ġtarget ing", + "ĠKe ys", + "h n", + ": ]Ċ", + "Ġmin eral", + "à ®", + ".c a", + "om ed", + "Ġshe ets", + "Ġc amb", + "Ġdead ly", + ".in ject", + "( unit", + "ĠSe lection", + ".g ms", + "( connection", + "Ġ$ (\"", + "é mon", + "ĠCurrent ly", + "pt e", + "_path s", + "le af", + "Ġimp lications", + "pos al", + "ä½ į", + "[ /", + "anc ia", + "é Ľ", + "m ul", + "c ie", + "Ġge ile", + "im als", + "UI View", + "Ġs urre", + "serial ize", + "IS O", + "Ġarbit rary", + "Ġsock addr", + ".f n", + "ĠM erc", + "Ġcast ing", + "Key Down", + "Ġnew Value", + "op ens", + "T odo", + "Ġflex ibility", + "ĉĉĉĉ ĠĠ", + "V elocity", + "ú n", + "row ing", + "Ġcomput ed", + "` )Ċ", + "st atement", + "Ġr i", + "_c art", + "L ow", + "trans fer", + ".n av", + "Ġgr ave", + "ĠDo or", + "ĉ alert", + ".sub scribe", + "- profile", + "ĉb ase", + "ĠâĪ Ĵ", + "__ ĊĊ", + "Ġengine ers", + "Ġexplos ion", + "Ġd ari", + "ĉ Log", + "on al", + "Ġisol ated", + "{ i", + "ĠM sg", + "F uture", + "Ġrac ist", + "-w rap", + "ĠV ers", + "b org", + "IS ION", + "Ġ ÑĢаÐ", + "ĠY an", + "init With", + "Ġn omin", + "( empty", + "ÃŃ n", + "ãĤ ¤", + "ĉ width", + "Ġch amber", + "/ ajax", + "EM P", + "Ġnec es", + "iv os", + "log ic", + "*) &", + "cript s", + "Row At", + "ib lings", + "Ġe ars", + "Ġcomput ing", + "Ġm aker", + "ĠNe ither", + "b readcrumb", + "Ġserial ize", + "ĠWith in", + "Ġd ell", + "_TR ACE", + "= a", + "Ġwish es", + "-in ch", + "ĠD or", + "Ġinnoc ent", + "ĠD ol", + "Ġint ens", + "for ced", + "ĠB IT", + "Ġphotograph s", + "Ġcas a", + "ĠL en", + "\\F ramework", + ".S imple", + "Ġde ar", + ")/ (", + "ip pi", + "Ġown s", + "Pl ayers", + "Ġpropos als", + ".p i", + "us alem", + "D amage", + "Ġcal ories", + "ĠCreat ive", + "Ġ[ $", + "Ġ// čĊ", + "And View", + "è me", + ".c ustom", + "_f actory", + "command s", + "_lo ok", + "Ġstr cmp", + "Y N", + "a ired", + "Ġaud it", + "о ÑģÑĤ", + "ĠRe verse", + "ropri ate", + "et ics", + "< vector", + ".s elenium", + ". or", + "Ġpred icate", + "Ġfinish ing", + "Ġk le", + "ĠRep os", + "ĠK han", + "ĠM aking", + "ĠF S", + "Ġp ute", + "ĉ state", + "_S UPPORT", + "' -", + "orient ation", + "Ġexist ed", + "atur a", + "Ġexpect s", + "ĠSh adow", + "Ġorgan iz", + "å ŀĭ", + "Ġsusp ension", + "Ġu it", + "Ġsimult aneously", + "ĠAff ero", + ": \");Ċ", + "Ġro cket", + "c as", + "eter mine", + "ace ut", + "x l", + "ĠA MD", + "( graph", + "ass oci", + "_C R", + ".ar ange", + "(j Label", + "Ġbe ef", + "Qu ick", + ".c ard", + "] ):", + "- gr", + ".G ONE", + "_C LOSE", + "ĠNe v", + "ÃŃ as", + "Ġste pped", + "ĠFre edom", + "ĠW R", + "NS Array", + "_r x", + "_d ialog", + "Ġhot els", + "Ġ( \\<", + "ĠD iamond", + "Ġassum ption", + "um i", + "( items", + "č ččĊ", + "æ³ ķ", + "Ġn el", + "Book s", + "åİ ¿", + "us b", + "ĠF IN", + "æ ¬", + "Ġcorpor ations", + "US A", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + ".p roperty", + "ew ise", + "_ plot", + "\"> ';Ċ", + "Ġpe pper", + "Ġsh ed", + "ĠMed ium", + "ĠC ookie", + "Ġoverse as", + "ed or", + "asure ment", + "åŃ ĺ", + "Ġ' .'", + "Ġph p", + "ĠPRO C", + "Ġexception al", + "( th", + "ĠJ et", + "Ġoccup ied", + ".set Image", + "ĠRel ated", + "uck er", + "M embers", + "PR INT", + "ĠG lo", + "_V IEW", + "} \",Ċ", + "Ġad option", + "[] )Ċ", + "ĠMiss ouri", + "ĠLin coln", + "eral d", + "Pop up", + "Ġf ate", + "- bootstrap", + "fe ctions", + "ĠP oll", + "_ARG S", + "in ance", + "-h ome", + ". ),", + "_d one", + ": ĊĊĊ", + "Ġdiscuss ing", + "ĠSQL Exception", + "Ġelect ro", + "ĉ req", + "Ġz w", + "Ġl ui", + "Ġover night", + "$ user", + "ĠW AY", + "Ġall erg", + "Ġdisappoint ed", + "Ġradi ation", + "Ġimpress ed", + "ific ates", + "Ġto b", + "CL ASS", + "Ġc uda", + "_d et", + "- post", + "ul u", + "Trans lation", + "-h and", + ".y ear", + "ĠM ongo", + "Ġun clear", + ". engine", + "WEB PACK", + "r ices", + "_AC CESS", + "Ġh olidays", + "per cent", + ".Id entity", + "ĠG ov", + "Ġpassion ate", + "!! .", + "ĠGree ce", + "plus plus", + "')) ;", + "G P", + "Ġexc it", + ".tab Page", + "_ cond", + "Ġspons or", + "M ODULE", + "_pro c", + "Ġ$ Ċ", + "Ġr ational", + ".T ool", + "Ġi hr", + "cc a", + "åĵ ģ", + "ĠE state", + "IB UTE", + "Action Performed", + "ĠS olar", + "¦ Ĥ", + "Ġequ ity", + "t id", + "Ġrec ip", + ".s imple", + "m k", + "ĠL uke", + "ĠGuard ian", + "Ġenc rypted", + "Ġdomin ant", + ". place", + "ĠN V", + "Ġtong ue", + "( Get", + "Ġst ainless", + ".P lay", + "Ġe b", + "ac i", + ".b uffer", + "readcr umbs", + "Ġvacc ine", + "p rom", + "Ġuser Info", + "Ġsl ug", + "Serial izedName", + "-w ide", + "Ġre actions", + "ĠY ang", + "ĠAdd s", + "(user Id", + "Ġpl ates", + "ĠM EM", + "Ġb ail", + "In side", + "et ed", + "Ġels if", + "Ġs ake", + "Ġc ycles", + "Ġì Ĺ", + "ĉ I", + "-c ollapse", + "ĠG MT", + "De claration", + "Ġg ros", + "Ġreach es", + "Ġcust ody", + "Unt il", + "t u", + "ĠCh en", + "Ġn x", + "( addr", + "ĠO ffer", + "Ġcol leg", + "ass ador", + "Ġm apper", + "ĠS IGNAL", + "ĠB loom", + "ĠH oll", + "ĠIm per", + "-d es", + "_s ite", + "Pro c", + "E qu", + "Ġat omic", + "ĠW oman", + "s ent", + "sc ar", + "Ġint elligent", + "ĠGet ting", + "ĠReg istration", + "ĠPh ill", + "Ġkill er", + "unic ode", + "Ċ ĉĉĊ", + "ĠJac ob", + "ĠCon st", + "Ġloc ate", + "Ġca us", + "ĠSch olar", + "Ġconstitution al", + "Ġinfl ation", + "ĠG ot", + "= array", + "end um", + "Ġtransl ated", + "Ġdiv orce", + "En tries", + "Ġs or", + "ĠQu ote", + "irl ines", + "U K", + "Ġexc el", + "( opt", + "ĠAD V", + ",: ,", + "Ġcontact ed", + "ĠD A", + "Ġr ings", + "ĠIndust rial", + ".get Context", + "Ġforg otten", + "ĠT an", + "Ġp ants", + "Ġo v", + "Ġdec oder", + "ĠPart ial", + "Ġv c", + "Ġbatt les", + "A rial", + "FRING EMENT", + "ir ates", + ", w", + "aint enance", + "ĠO d", + "ĠTechn ologies", + "åī į", + "ĠCar ter", + ".find All", + "N ome", + "B en", + "ĠUs age", + "ĠP icture", + "Ġbad ly", + "_p anel", + "Ġpat ent", + "ĠProt ocol", + "lot te", + "ĉ player", + "je ctions", + "Ġd ou", + "_re lease", + "urn iture", + "_t ax", + "ĠF ields", + ".d ataset", + "_m aster", + "CLU DE", + "ĠPh arm", + "b st", + "Ġoper ational", + ".c ell", + "Ġident ifying", + "Ġj wt", + "t uple", + "ĠT C", + "ĠC ro", + "ix map", + "- components", + "gener al", + "Ġo z", + "_D e", + "_d ouble", + "ĠTo o", + ".View Group", + "g ate", + "d ings", + "ph otos", + "Ġgrand e", + "ol lect", + "_l in", + "Ġaw ful", + "f ilters", + "Ġaltern ate", + "es p", + "Ġcomp ress", + "e o", + "ĠS cale", + "Ġind irect", + "Ġinv oice", + "ĊĊĊĊĊĊĊĊ ĊĊĊĊĊĊĊĊ", + "Start ing", + "ĠPl ayers", + "ie le", + ". then", + "Or d", + "ĠT uple", + "Ġb out", + "ĠStat istics", + "Pre view", + "Ġp uzzle", + "ĠW idth", + "ST ATE", + "Ġover lay", + "ĉ on", + "Ġin fr", + "Ġsm allest", + "lock ed", + "ÑĤ о", + "ss l", + "Ġde emed", + "Ġs co", + "re ck", + "Ġj Button", + "Ġmiss ions", + "ç§ °", + ".Selected Index", + "T ABLE", + "Se pt", + "Ġacknow ledge", + "Ġstrt otime", + "ĠT ell", + "ĠD ak", + "Ġal uminum", + "Ġf ence", + "ĠSt ars", + "CON FIG", + "Ġretro fit", + "Ġemph asis", + "/ header", + "ĠS omething", + "in ished", + "=' \".$", + "ĠValid ators", + "Ġpol ar", + "section s", + ".as px", + "Ġas pir", + ".M ock", + "Code Gen", + "Ġpe ut", + "Ġaccept ing", + "Ġback ing", + "P icture", + "/ ap", + "еР³", + "_SE C", + "- use", + "annot ation", + "Ġcogn itive", + "Ġg rip", + "h our", + "ĠLeg al", + "Ġep ic", + ".t oolStrip", + ".not ify", + ".L ast", + "OR IZ", + "M iddleware", + "cri ptions", + "l ash", + "_F OUND", + "ĠLiver pool", + "Ġ{} \",", + "Inst all", + "Ġn it", + "Ġfig ured", + "[ len", + ".W in", + ".pl atform", + "Ġgam bling", + "(d t", + "av ery", + "ĉ include", + "Wh ether", + "R outing", + "Ġther ap", + "Rem ote", + "ĠL oss", + "y ll", + "Ġappro ached", + "ĠV ehicle", + "ĠAl pha", + "Ġvoc ê", + "ans wers", + "NS Dictionary", + "cons ider", + "un used", + "ĠF an", + "or able", + "f re", + "ĠDIS CLAIM", + "ĠAct or", + ". ]", + "to Have", + ".user Id", + "Ġspeed s", + "ew ay", + "Ġrec urs", + "ĠÐ ³", + "_pr iv", + "! âĢĿĊĊ", + "Ch oice", + "Ġsett le", + "Ġplan es", + "' },", + "T om", + "IT ER", + "! \"Ċ", + "å »", + "achel or", + "Ġsepar ation", + "Ġd al", + "ad j", + "Ġreg isters", + "r iz", + "ĠNot ice", + "Ġl u", + "Ġcour age", + "Ġax es", + "cell ent", + ".as ync", + "Ġcompat ibility", + "ç «", + "Ġ! ĊĊ", + "ĉ title", + "Y LE", + "ĉ message", + "U UID", + "OLD ER", + "ĠH H", + "ĠStyle Sheet", + "Ġaccess ed", + ". validation", + "t asks", + "Ġpoll ution", + ".c anvas", + "Ġing redient", + "ĠC abin", + "A h", + "old own", + "ĠNO I", + "Ġà Ĺ", + "[ f", + "ed uc", + "y alty", + "(n ot", + "_ State", + "am en", + "Ġda o", + "ud ad", + "ell ers", + "} &", + "lic ity", + "_W INDOW", + "Ġt atto", + "val or", + ".R ange", + "Ġrefer enced", + "ĠRes erve", + "M oney", + "SCRI PT", + "/ product", + "cho ices", + "Ġt in", + "ãĤ ĵ", + "Ġsepar ator", + "Ġp kg", + "am med", + "ĠM AT", + "! !ĊĊ", + "Ġr aid", + "Ġmotiv ation", + "ĠX P", + "ĠBack ground", + "ĠQu aternion", + ".define Property", + "ik er", + "ĉp arent", + "ĠOrigin ally", + "ant age", + "ĠH ans", + "Ġtim eline", + ".c ur", + "op ic", + "ĠSe qu", + "m ust", + "ĠCo al", + "Ġform atter", + "_R GB", + "Ġ_ (\"", + "'} ),Ċ", + "Ġ= ================", + "ĠF UNCTION", + "Ġl ng", + "ic ates", + "l ive", + "_ engine", + "Ġtown s", + "')) ĊĊ", + "ĠP K", + "( api", + "ĉs canf", + "pack et", + ".ph one", + "á Ģ", + "ĠAnd y", + "_N AMES", + "PL Y", + "Ġmin s", + "im i", + "Ġbr ick", + "Ġbl ade", + ".std out", + "}` ;Ċ", + "Sh ift", + "ĉs b", + "ĠCheck s", + "Ġphenomen on", + "Av atar", + "Ġmin istry", + "ro se", + "ĉ File", + "Ġtit led", + "( LOG", + "Ġg an", + "des ign", + "(), čĊ", + "Ġb ones", + "st m", + "ÅĽ Äĩ", + "ĠInput Stream", + "Ġvol unt", + "ĠSerial izable", + "Ġfight er", + "ĠDr ag", + "T witter", + "Ġsubs id", + "ç ¼", + "Ġfor ums", + ".load ing", + "log ged", + "_ this", + "Ġterr ain", + "Ġir re", + "ĠIn g", + "ĠC N", + "_object s", + ". uid", + "Ġconscious ness", + "T INGS", + "ĠG all", + "Ġport ray", + "ĠDevelop er", + "Ġparticip ant", + "Ġ\" ;čĊ", + "/ model", + "ĠOper ations", + "^ \\", + "ĠL ater", + "Ġrais es", + "-n one", + ".m eta", + "=' .$", + "Fin ished", + "Ġrepl acing", + "Ġsam pling", + "ĠJ en", + "\" There", + "RE AL", + "A LE", + "ìĬ ¤", + "Or ders", + "_param eter", + "ĠOlymp ic", + "Ġtr ès", + "Ġare na", + "i ol", + "; ?>", + "Ġimpact s", + "ĠW S", + ": get", + "Ġfl ights", + "ĠRuss ell", + "c amera", + "F n", + "s igma", + "Ġfor cing", + "Ġloc als", + "Ġdepart ure", + "Ġcelebr ation", + "ĠS ay", + "ï¼ Ĵ", + "ĠH ills", + ".has OwnProperty", + "Ġtyp ings", + ".A PI", + "Ġdon ation", + "Operation Exception", + ".Act ivity", + "c plusplus", + "ĠChar lie", + "Ġimport ed", + "Ġd ann", + "Ġoccas ions", + "Ġimplement ing", + "Ġpur ple", + ".d ialog", + "SQL Exception", + "ern o", + "Ġw ars", + "Ġpast e", + "Ġdecre ased", + "Ġhar sh", + "Ġel abor", + "input s", + "ĠView s", + "Ġerror Message", + "_m ul", + "ĉ write", + "ĠC op", + "ĠAnn ual", + "(b utton", + "Ġv ida", + "b ars", + "ĠHar vard", + "ĉex pect", + "Ġindex es", + "Ġdocument ary", + "Ġf lesh", + "OR LD", + "ĠD elta", + "M AND", + "Br ush", + "-c olumn", + "Ġdevelop ments", + "method Visitor", + "s lice", + "ĠP DO", + "Ġinvest ing", + "ir able", + "Ġxml ns", + "ï¼ Ľ", + "art a", + "Ġthe ories", + "_c ity", + "Ġ$ __", + "Cre ating", + "( pr", + "D ropdown", + "ism atch", + "ĠN ET", + "'] )){Ċ", + "ĠVal ues", + "ĠSE O", + "ĠST AT", + "Ġe cosystem", + "Ġtem pt", + "Ġ\\ \\", + "Ġ// {Ċ", + "ĠChrist opher", + "ĠKent ucky", + "ĠHttp ServletResponse", + "Ġhy brid", + "y on", + "Ġfeed ing", + "ĠEx tra", + "N orm", + "IT CH", + "ĠSe an", + "ĠUp load", + "m un", + "p ur", + "Ġp ersistent", + "ĠID C", + "ĠPer form", + ".m erge", + "_ room", + "Mean while", + "! ='", + "ĠW el", + "Args Constructor", + ".D atabase", + "Ġcount ing", + "() *", + "Ķ åĽŀ", + "ĠT OP", + "m ill", + "ĠD T", + "IGN ED", + "ĠK B", + "Ġcomp ly", + "S outh", + "_c ollection", + "Ch apter", + "Ġexpl aining", + "_ AM", + "_t s", + "c ards", + "Ġqu el", + "Ġp ole", + "Ġtouch down", + "ĠO thers", + "Ġpe ers", + "ĠType Error", + "Ġsix th", + "Ġche er", + "Ġdis pute", + "us c", + ") ],", + "th umb", + "Ġh iding", + "ĠS IG", + "lik es", + "ĠP AGE", + ".Ref lection", + "Ġhead quarters", + "T ING", + "ĠG host", + "M LE", + "$ Ċ", + "Ġcontr ary", + "ext end", + "'] ).", + "FF ECT", + "ĠP interest", + "úmer o", + "ric ane", + "ĉs ession", + "Ġcr ystal", + "- Control", + "overn ment", + "og raf", + "- action", + "v olume", + "ft en", + "Ġun con", + "Ġan imate", + "Ġle ase", + "sc r", + "Ġref use", + "ãĢ ĭ", + "ft p", + "in formation", + "Ġeval uated", + "Ġin jection", + "Ġj ack", + "Ġwork shop", + "æ³ ¨", + "PT H", + "ĠT s", + "off er", + "ĉ os", + "Ġking dom", + "M issing", + "Ġlaw makers", + "ext Field", + "Ġsing ing", + "ab i", + "/ client", + ".m edia", + "ATEG ORY", + "Sign ature", + "% ',Ċ", + "ĠF uck", + "][ :", + "Ġsens ors", + "/ com", + "ĠPr imary", + ".S QL", + "_pro gram", + "Ġp ills", + "Ġinteg ral", + "Ġfle et", + "Ġdro pping", + ".s l", + "Be en", + "Ġp ets", + "Ġadvis ed", + "Ġdr agon", + "_ EDIT", + "( im", + "F ER", + "ĠDr ug", + "(r andom", + "Ġcomp ression", + "ou st", + "[ %", + "Ġbuy er", + "h op", + "R oles", + "man age", + "Ġpain ful", + "ĠBr anch", + "-mod al", + "en ant", + "ĠM esh", + "/ font", + "ĠG raham", + "Ġâ ĺ", + "Ġn c", + "ĠFranc is", + "Ġspec ification", + "Ġdam ages", + "- config", + "Ġthe oret", + "sec ure", + "_m ulti", + "aceut ical", + "Ġdemand ing", + "en ne", + "IST S", + "() ));ĊĊ", + "Re ason", + "Re cent", + "ph ase", + "Ġps y", + "_M AN", + "Ġvolunte er", + "å ¿", + "istrib uted", + "li o", + "Ġproduct ivity", + "_com m", + "S pring", + "n is", + ". weight", + "ĠC ancer", + "Al loc", + "ĠT weet", + "Ġsepar ately", + "ĉ check", + "_p roperties", + ". Unit", + "_CL K", + "Ġg t", + "Ġ( );ĊĊ", + "Ġhand y", + "ĠThom pson", + "Ġunn ecessary", + "ĠRe ader", + "G N", + "= request", + "ĠU tility", + ".Re pository", + "ĠA x", + "hy dr", + "ie u", + "Ġth y", + "Ġl t", + "_m ail", + "ä¿® æĶ¹", + "ail and", + "ĠPhil ip", + "Ġbit ter", + "Ġbet ting", + "Ġtim ed", + "ock s", + "' a", + "Ġal gorithms", + "Ġre interpret", + "Ġto ss", + "ro gen", + "Ġhop ed", + "( selected", + "Ġvent ure", + "TE X", + "ĠLe ave", + ".Sub string", + "Ġgr ateful", + "uk a", + "ĠCon sumer", + "Ġag greg", + "C ircle", + "ภģ", + "_block s", + "Ġleg ally", + "Ġ\" |", + "ãĥ ĥ", + ". board", + ".A b", + "Function s", + "rec ipe", + "è ĩ", + "ĠO xford", + "Ġwho les", + ".B uild", + "_ch anged", + "h ai", + "Ġdepart ments", + "I mp", + "Ġcoal ition", + "IN FRINGEMENT", + "Ġemp ower", + "itch es", + "N orth", + "Ġinfl amm", + "ON SE", + "Ġmiss ile", + "ĠR aj", + "ĠIss ue", + "Ġat oi", + "ca led", + ".Cont rollers", + "ĠW olf", + "Ġcrush ers", + "á» ĩ", + ".A uth", + ".add Attribute", + "h is", + "Ġbo ots", + ".c lean", + "c amp", + "Ġten ant", + "Ġt une", + "Ġ{} '.", + "Ġwork out", + "Re po", + "Ġpartial ly", + "MI SSION", + "j amin", + "ĠS B", + "Ġdetermin ation", + "Ġ' ');Ċ", + "ĠB eng", + "Ġv os", + "Ġin hab", + "/ lang", + "s burgh", + "Exec utor", + "h one", + "ĠCh allenge", + "_link s", + ".Le vel", + "Ġunder ground", + "-c ode", + "Ġoptim ization", + "log ging", + "_de st", + "Ġsn ake", + "Ġchemical s", + "_IMPORT ED", + "ado op", + "ĠTH AT", + "man aged", + "Ġredu ces", + "ĠRE AL", + "ĠG uy", + "_GENER IC", + "/ ********************************", + ". amount", + "Ġd ere", + "get Time", + "Ġp ant", + "an onymous", + "Ġharmon y", + "ĠAl an", + "Ġscen arios", + "Ġd irt", + "ht ags", + "M c", + "Sh ell", + "r in", + "{ čĊčĊ", + ".p ow", + "ĉ client", + "Ġconspir acy", + "Ġad mission", + "ĠReg ional", + "ĠView Controller", + "ĠPhilipp ines", + "Ġde pos", + "Ġp ap", + "ĠP ad", + "P aul", + ".Com boBox", + "Ġt utor", + "ĠRec ipe", + "w riting", + "Ġcontrib utor", + "OT H", + "Sm all", + "V I", + "Ġh acer", + "e qu", + "ĠEx amples", + "h uman", + ".m essages", + "ĉt yp", + "Ġ( čĊ", + "ĠS SL", + "LE N", + "ĠRom ney", + "( grid", + "ĉ min", + "Ġ> ĊĊ", + "Ġfr uits", + "Ġvot er", + "In line", + "pan e", + "ĠC ollections", + "char set", + "Ġsp am", + "z b", + "item ap", + "Ġsucceed ed", + "_C OL", + "Ġel apsed", + "im eter", + "Ġrecover ed", + "T ensor", + "hatt an", + ".set up", + "ist o", + "( head", + "ĠS IZE", + "Ġtact ics", + "Ġdist ur", + "Ġpre val", + "ici os", + "( Value", + "_c ols", + "ĠF at", + "Ġse al", + "Ġs ons", + "Ġens ures", + "Ġpress ing", + "= &", + "igen ous", + "Ġharass ment", + "_ JSON", + "Ġign or", + "yn omial", + "om er", + "_st atic", + "Ġsignific ance", + "Ġcirc les", + "_S ystem", + "Ġdiscipl ine", + "Ġdress ed", + "Ġs phere", + "Ġclim b", + "_ actions", + "ĠB ab", + "Ġ' =',", + "_s chema", + "\" use", + "Ġund ers", + "Ġc ups", + ".s creen", + "/ new", + "Ġappe aring", + "T OP", + "vis ed", + "cl ang", + "Ġinvestig ators", + "Ġmyster ious", + "Ġprom ising", + "Ġqual ify", + "Ġc ave", + "Ġequ ip", + "= x", + "G T", + "( link", + ". velocity", + ". erase", + "ot er", + "++++ ++++", + "pro fit", + "Ġz ones", + "_ uid", + "- ser", + "Ġobject ives", + "Ġmil f", + "web kit", + "(m atch", + "ne h", + "ĠAssoci ated", + "ĠT odo", + "= d", + "C am", + "Ġv ocal", + "Ġs udo", + "( EX", + "Ġtr ou", + "AB C", + ".b ean", + "ĠG round", + "ĠRE ST", + "we ets", + "In g", + "im on", + "_b us", + "ĠC OLOR", + "un to", + "Ġf oss", + "ĠLink s", + "ä ng", + "/ forms", + "pr ises", + "Ġachie vement", + "C ALL", + "ел ÑĮ", + "ĠVer ify", + "_S OURCE", + "apt cha", + "ID D", + "_re ference", + "G old", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĊ", + "Re ceiver", + "Ġa j", + "_d irection", + "} ]", + "ĠCom pet", + "Ġb ang", + "ĠC ass", + "- url", + "te chn", + "ĠJer usalem", + "long itude", + "' );čĊčĊ", + "Ġwin ners", + "T asks", + "ĠD MA", + "Ġtool tip", + "İ ·", + "ĠB ra", + "_d uration", + "cur y", + "parent s", + "---- >(", + "ĠK ir", + "Ġint ros", + "Ġsk etch", + "Ġsk illed", + "Ġim mer", + "Ġade quate", + "_re p", + "( header", + "_ like", + "Ġper ceived", + "ss h", + "Ġassum ing", + "Ġf f", + "_u uid", + "ul as", + "Ġdemocr atic", + ". entities", + "S eries", + "aph ore", + "Ġnew er", + "} (", + "SE C", + "ai ro", + "Ġcomm od", + "Ġprivile ge", + "Ġde ux", + "ĠH op", + ".' /", + "ct ic", + ". ';Ċ", + " C", + "ĠWar ren", + "Ġoptim izer", + "ĠSER VICES", + "_ oper", + "get Attribute", + "ĠMc K", + "_s elf", + ".r s", + "\" )ĊĊĊ", + "Get Component", + "er ce", + "Ġt ous", + "un its", + "'] );čĊ", + "Z oom", + "/ E", + "Ġobs c", + "Ġfast est", + "on line", + "Ġpeace ful", + "ff en", + "Ġc argo", + "ĉ pr", + "Ġseek s", + "z u", + "Tr im", + "Ġw ard", + "Ġver d", + "Ġblog s", + ".exception s", + "ĠPrem ium", + "ĠN etherlands", + "S afe", + "Fin ish", + "ĠAl bum", + "_A CC", + "= this", + "v irtual", + "] >", + "_L ABEL", + "ĠN ich", + "_w in", + "ĠA aron", + "W P", + "; $", + "aim s", + "ĠImage View", + "Ġend less", + "ER A", + "_DIS ABLE", + "Ġcancel led", + "- us", + "Ġins pection", + "em in", + "ĠG rey", + "- open", + "Ġiter ations", + ". owner", + "Ġk eras", + ".P assword", + "ĠR y", + "ĠIN S", + "A ir", + "ĠSe veral", + ".Tab Stop", + "ING LE", + "ĠH air", + "ĠCan vas", + "AA AA", + "Ġfl aw", + "ced es", + ".Re port", + "í Ĭ", + "ĠT ips", + "cript ors", + ".trans action", + ".S pring", + "Ġview er", + "Ġins ights", + "è¾ ĵ", + "ord ion", + "U INT", + "se ek", + "ĠA uf", + "ìŀ IJ", + "Ġstr ain", + "To oltip", + "Ġd z", + "ign al", + "ad t", + "Ġu c", + "fin ite", + "Ġn m", + ".c md", + "ĠMy Sql", + "[ data", + ".j ackson", + ".t ree", + "Request Param", + "_ agent", + "\") ]čĊ", + "Ġass ass", + "( Constants", + ": ss", + "ĠM AN", + "+- +-", + "ĠB ottom", + "print s", + "ĠS ame", + "@ Autowired", + "sw ap", + "ici ón", + "Ġprotest ers", + "Ġh oney", + "ĠV eter", + "(C alendar", + "- ad", + "ĠBrook lyn", + "L ife", + "_V AR", + "ze ch", + "ĠC ALL", + "_C AST", + "ĠE lection", + "Ġthick ness", + "V ery", + "_IN TEGER", + "- dev", + ")) ))", + "ap at", + "oo oo", + "d emo", + "Ġparse Float", + "ĠR ather", + "ST IT", + "m aker", + "[ current", + "chron o", + "Ġch rist", + "ãģ ª", + "ĠD etail", + "Æ° á»", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġs ul", + "id ency", + "Q ue", + "Ġeleg ant", + "ap ons", + "Ġdish es", + "Ġinteg ers", + "( read", + "find ViewById", + "ĠAm ount", + "ĠSk ip", + "Ġhab its", + "* )(", + "Ġmon sters", + "M AC", + ": end", + "Ġfr ank", + "As sembly", + "Ġd fs", + "Ġne ut", + "_TYP ES", + "e qual", + "loy d", + "( uri", + "Ġch i", + "Ġdefend ant", + "Ġconflic ts", + "Ġv il", + "- js", + "ĠPe ace", + "Ġmut able", + ") sender", + "ĠF ocus", + "å» º", + "Ġapprec iated", + "s leep", + "ĠR ED", + "C ulture", + "Ġdesign ers", + "_g enerator", + "c odes", + "/ ex", + ".Get Value", + "umb led", + ".scal ajs", + "per or", + "Ġveter ans", + "Ġ} )čĊ", + "Ġun fortunately", + "_C REATE", + "M ass", + "ĠCL AIM", + "ĠMe et", + "_s upport", + "B ank", + "() .Ċ", + "D ark", + "_LO W", + "ĠMin ing", + "ĠO wner", + "ier a", + "Client e", + "Ġencour aging", + "> S", + "Ġboy friend", + "ĠH alf", + "ĠA CC", + "A ff", + "_ ar", + "-l ife", + "c x", + ".J Button", + "iz ado", + ".z ero", + ".open qa", + "ot on", + ".text Content", + "Ġto ll", + "at ie", + "Ġball ot", + "- number", + ". Exception", + "ĉ params", + "c ircle", + "-m ap", + "Ġn ap", + "ĠRob ot", + "ĠI ch", + "reg istration", + "Am azon", + "roll ment", + "( exp", + "Ġt anks", + "ĠG ordon", + "Ġmach inery", + "Ġbas eline", + "æ ĭ", + "Ø ©", + "ĠCon vention", + "ĉ config", + "ook ies", + "m ult", + "Rec ords", + "ĠE ST", + "Ġgar bage", + "Ġcon form", + "id al", + "Ġb arg", + "Ġsurv ived", + "Ġinvestig ations", + ".contains Key", + "---------------------------------------------------------------- ----------Ċ", + "ort ion", + "Ġhor r", + "_ http", + "Ġm ant", + "] ;čĊčĊ", + "b inary", + "em pl", + "Ġin quiry", + "ĠMean while", + "Ġcollect ing", + ".Entity Framework", + "\", ĊĊ", + "ĠP ic", + "@ Inject", + "ick ness", + "ĠB inding", + "Ġcont rolling", + "re verse", + "Ġch airs", + "semb led", + "( add", + "Dis abled", + "an as", + ".trans late", + "-------- ---Ċ", + "Ġref lected", + "\"] ĊĊ", + "Ex ternal", + "Ar row", + "Single ton", + "% x", + "Ġ Å", + "Ġan cest", + "ĠOr leans", + "ĉc md", + "Ġprohib ited", + "ith metic", + "(ch annel", + "_c ss", + "For ward", + ".s ocket", + "Ġl uc", + "â Ĩ", + "ĠFire fox", + "ĠM ovies", + ") _", + ". ends", + "( shape", + "Ġde alt", + "Ġs aves", + "Ġgl ory", + "Ġmej or", + "Ġbreath ing", + "Ġ eller", + "get Data", + "Ġang les", + "Ġtool bar", + "Ġsp acing", + "IP S", + "Ġflo ors", + "_ACT IVE", + "Ġsh uffle", + "/ shared", + "ĠE le", + "ed ish", + "Ġweb cam", + ".ex pect", + "il oc", + "ĠIn cludes", + "Ġtweet ed", + "Ġ: )", + "ĠEss ay", + "F ix", + "-b etween", + "_ web", + ".con v", + "Ġrac ism", + "Ġreflect s", + "um m", + "иÑĤ е", + "_f ooter", + "/d ocs", + "ĠP our", + "Ng Module", + ".initial ize", + "pattern s", + "_ In", + "ĠAb b", + "* čĊ", + "Ġsent iment", + "b uff", + "_count s", + "Ġre use", + "ch unk", + "Ġim posed", + "Primary Key", + "Fore ground", + "Ġconsum ed", + "? !", + "Ġd ick", + "Ġch ron", + "ĠF ern", + "Ġrespons ive", + "Ġin sect", + "icult y", + "Ġr w", + "Ġal ike", + "Ġsub set", + "ĠCook ies", + "ĠP air", + "Ġt ier", + "IF O", + "av our", + "ĠQ U", + ", sizeof", + "Ġmerg ed", + "m v", + "it ol", + "yl on", + "Ġjump ed", + ". role", + "ens aje", + "R ules", + "Ġb rowse", + "An imator", + "Ġy oga", + "Ġvari ants", + "Ġcour tesy", + "ur an", + "p bs", + "else if", + "Al t", + "ĠL ane", + "CL K", + "IM ARY", + "_PRO PERTY", + "ï¼ IJ", + "Ġch an", + "Ġgrad ually", + "Ġsh ake", + "Ġbl onde", + "... \");Ċ", + "-se x", + "Ġgame play", + "ac ies", + ".ref resh", + "US B", + "ĠPl ot", + "W as", + "iss ippi", + "ĠT ensor", + "Ġcryptoc urrency", + "Ġdifficult ies", + "De leted", + "With out", + "_ append", + "_ ver", + "\")) čĊ", + "Ġhonest ly", + "Ġp ivot", + "Ġtem ps", + "_p s", + "ĠUn like", + "[: -", + "V S", + "_in f", + "Ġjun ior", + "Ġanim ations", + "Ġfile path", + "? {{ $", + "Ġun icode", + "pl aces", + "ĠC offee", + ".S E", + "ĠP AR", + "(t xt", + "ge bra", + "Ġf ires", + "Main Window", + "med ium", + "Ġ( âĢľ", + "Ġl g", + "Ġc mp", + "/ base", + "_l ayers", + "_ entries", + "Ġadmin ister", + "ĠSU CH", + "B P", + "ĠScott ish", + "ĉčĊ ĉčĊ", + "gu ard", + "ĠStr ong", + "In sn", + "ĠC AP", + "as ury", + "ĠSE E", + "C lock", + "er ie", + "\\ models", + "Ġ$ $", + "ĠC ab", + "Ġwur de", + "Ġsold ier", + "Ġcl ips", + "Ġarrang ement", + "ĠW onder", + "ĠH orn", + "Ġsc ared", + "Ġc ure", + "m kdir", + "Ġal igned", + "ĠP ink", + "Ġland ed", + "Dim ension", + "Scroll Pane", + ".ch at", + ".W ith", + "ĠTr ain", + "] .Ċ", + "Ġth irty", + "Ġdur able", + "Ġl d", + "Ġlate init", + "Ġch arts", + "Ġins ult", + ".F atal", + "_ ct", + "Ġm asks", + "CLU DED", + "Pres ident", + "Ġcol ours", + "g ments", + ".at tributes", + "ĠF lex", + "ĠC lock", + "ÃŃ cul", + "im en", + "J O", + "ĠReg ex", + "_L INK", + "Ġc ouch", + "ĠIN PUT", + "Ġbe ating", + "b usiness", + "pre ced", + ". unit", + "ĠF el", + "N ever", + "osp el", + ".start swith", + "ĠE PA", + ". only", + "Ġprevent ing", + "y er", + "Column Name", + "Ġelev ation", + "fl u", + "icy cle", + "Ġoff line", + "Tool bar", + "Ġcompet ing", + ") ].", + "Ġm og", + "Ġis Valid", + "As k", + "_ av", + "_l at", + "AN C", + "ĠJ oh", + "k ers", + "Ġgu ards", + "Ġch ains", + "ĠSimple DateFormat", + ".st atic", + "Ġvess el", + "Ġm ud", + "Ġst abil", + "Ġst ret", + "g m", + "am ation", + "ç ľ", + "-w ith", + "Ġro s", + "_P A", + "Ġresult ado", + "Ġconf idential", + "ĠTok yo", + "ĉ using", + "ĠMath f", + "omb ine", + "ĠESP N", + "Ġdeal ers", + "Ġdismiss ed", + "TR Y", + "Ġte ens", + "rec ords", + "Ġw ings", + "g allery", + "account s", + "_L IB", + "Ġj acket", + "ĠNS Object", + "Ġst ones", + "ĠDel ivery", + "ĠD iet", + "/w atch", + "Ġto ilet", + "ĠG uest", + ".d ay", + "Ġint val", + "Vis it", + "Ġinvestig ated", + "Ġpent ru", + "ĠThe atre", + "andid ates", + "L ang", + "ĠS erv", + "Ġcont rollers", + "Ġset Title", + "N P", + "am y", + "fl at", + "( ui", + "_d ocument", + "è ĥ½", + "ĠC oin", + "ĠAd ams", + "pt ic", + "Ġproduct ive", + "Ġaccompl ished", + "čĊčĊ čĊčĊ", + "Ġdefer red", + "ient es", + "Ġs inc", + "ol ars", + "Right arrow", + "Ġvari ations", + "( offset", + ".Layout Inflater", + "Ġsus pend", + "Ġprevent ion", + "_pr ivate", + "_ js", + "âĺ ħ", + "Ġw ieder", + "at um", + "Ĵ Į", + "Ġappear ances", + ".D ocument", + "Ġvalid ates", + "cal endar", + "} \";Ċ", + ".d emo", + "con ut", + "Ġcorre ction", + "ĠDe al", + "Ġbatter ies", + ".d uration", + ", \\", + "_m arker", + "m ulti", + "Ġh alt", + "Ġc ms", + "Ġsh aped", + "B ro", + "re duce", + "Ġ ####", + "CT OR", + "ĠBen ef", + "Ġicon ic", + "Ġp iano", + "Ġeffect iveness", + "| .Ċ", + "Ġa jax", + "Ġv olumes", + "ภ¡", + "Ġcl js", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ", + "ath s", + "ra its", + "å¤ §", + "Ñ ĸ", + "_m ult", + "Ġfasc inating", + "A verage", + "Ġpr é", + "ĠChair man", + ".find Element", + "_p in", + "Ġcomp aring", + "Ġdark ness", + "-F i", + "- server", + "Ġselect ing", + "ster dam", + "ĠPart s", + "FORM ATION", + "Ġnot ing", + "Ġp ile", + "og s", + "Ġpa lette", + "_d o", + "it ize", + "() (", + "Ġdef ining", + "Ġremain der", + "Un its", + "_T ASK", + "Http Client", + "S ocial", + "Ġfund ra", + "N R", + "ch est", + "C urrency", + ".ad apter", + "Ġd op", + "un ting", + "ANG UAGE", + "\" He", + "ĉ index", + "_p ackage", + ".I con", + "Ġrep et", + "m ass", + "=\" .$", + "ĠS ud", + "Ġl id", + "pro vince", + "ì ľ", + "G PIO", + "Ð ļ", + "ĠMy SQL", + "Ġdoc s", + "ĠG A", + "Ġip sum", + "K ernel", + "Ġaccept s", + "Ġfit ting", + "Ġcu ando", + "Ġd uplic", + "ĠBro ther", + "ĠK le", + "num s", + "Ġmor ph", + "Ġ ########", + "ĠCG Point", + "< unsigned", + "ä¾ ĭ", + "ĠD uke", + ".set Bounds", + "q s", + "or ic", + "j er", + "Ġregard ed", + "Http Request", + "Ġbond s", + "Ġthorough ly", + "enc ent", + "Ġhighlight ed", + "Ġac res", + "Ġwork place", + "ĠL ux", + "Ġqu ot", + ".in flate", + "Ġdocument ed", + "Ġadd iction", + "Ġmut ation", + ".c ity", + "Ġbott les", + "ĠRepos itory", + "on n", + "err no", + "ARI ABLE", + "åº ¦", + "_B EGIN", + "gl as", + "' })Ċ", + "ĠMass age", + "ĠWh it", + "reg ex", + "W A", + "Ġout let", + "- head", + "Ġexp ired", + "ĠTh ai", + "/ include", + "grad ient", + "scan f", + "Ġse am", + "w al", + "ĉb uf", + "B earer", + "Ġprec ious", + "if acts", + "co ord", + "Ġexpl oration", + ".get Y", + "(h andle", + "Top ic", + "ĠV ent", + "r hs", + "---- --Ċ", + "ĠB right", + "Ġg uild", + "m other", + "st orm", + "Ġmunicip al", + "Ġin k", + ".T YPE", + "w l", + "... manual", + "ĠTechn ical", + "Ġcorpor ation", + "ĠH W", + "ank a", + "T AIL", + "ist as", + "Ġperform s", + "ĠBeh avior", + ".F or", + "_ ORDER", + "ĠK ick", + "Ġcallback s", + "_d r", + "ue go", + "h ub", + "uff icient", + "sk y", + "Ġb p", + "ht able", + "ĠON LY", + "ĠAUTH ORS", + ".Arg ument", + "\" };Ċ", + "ĠTh under", + "ĠK om", + ".Sh ould", + "A UTH", + "ah u", + "_p ayment", + "Ġst arter", + "ìĦ ľ", + "ìļ ©", + "B log", + ".p atch", + "Ġgovern ed", + "ass y", + "-f ound", + "Ġthe ater", + "ĠFont Weight", + "ĠBat man", + "\" If", + ".R andom", + "_d elta", + "ĠC E", + "Auth enticated", + "Ġdr one", + "Ġc ous", + "r adius", + "M er", + "( None", + "ĠN J", + "_ headers", + "Ġam er", + "py test", + "ĠA ctions", + "ĉĉĉ ĠĠĠĠ", + "Ġet t", + "Ġh oly", + "Ġun comfort", + "ĠN in", + "ĠDec imal", + "ĠM essages", + ".s ender", + "] ])Ċ", + "Ġembr ace", + "Th ough", + "/ sp", + "Ġcult ures", + "Ġhigh way", + "t ar", + ".f ail", + "_h idden", + "ĠcomponentDid Mount", + "ĠW right", + "Ġj ag", + "_ il", + "../../ ../", + "ig u", + "F ood", + "Ġa ce", + "Ġa ños", + "US D", + "Ġmut ual", + "Log ic", + "Ġtem ple", + "Ġbrief ly", + "ĠT rip", + "class method", + "default s", + "Ġch unks", + ",, ,,", + "ĠRe ason", + "$ id", + "-up s", + "Ġdam n", + "Ġtruck s", + "Ġun limited", + "Ġsc ulpt", + "ĠC ards", + "Ġaut or", + "ĠTest ing", + "Ġdies e", + "sh ops", + "ç ´", + "(p ayload", + "ĠP ATH", + "ĠMem orial", + "Ġridic ulous", + "eg ree", + "-w inning", + "Ġre hab", + "Ġsophistic ated", + "wp db", + "ĉ path", + "! \";Ċ", + "_S YS", + ".s peed", + "Ġso ap", + "s uffix", + "W rap", + "Ġenh ancement", + "à ī", + "ú b", + "Ġplay list", + "Ġmix ing", + "ant idad", + "=\" \";Ċ", + "ĠRev ision", + "ĠBe at", + ".in c", + "-w ay", + "enc ias", + "ul ers", + "C at", + "id el", + "ĠSh ip", + ".set Color", + "Ġthreat ening", + ".mod ules", + "Ġafter wards", + "ĠD ashboard", + "Ċ ĠĊ", + "Sign al", + "Ġpr imer", + "orne ys", + "ici ary", + "Ġl igne", + "_p redict", + "Ġa est", + "_ https", + "> :", + "ĠL ex", + "Ġrencont res", + "eg ral", + "sc ala", + "_f amily", + "ÃŁ en", + "_s ym", + "Ġuncert ainty", + "ĠVAL UE", + "Ġ} ;čĊčĊ", + "Ġbro ader", + "Ġh orses", + "ãģ Ŀ", + "ĠK al", + "ob a", + "_IN ET", + "ĠK ill", + "j query", + "am ination", + "[ @\"", + "Ġm uj", + "## #Ċ", + "First OrDefault", + "then Return", + "C he", + "/ footer", + "Ġpark s", + "as je", + "ĠG ulf", + "Ġmod est", + ". Init", + "ï¼Ł ĊĊ", + "Ġpros pects", + "Ġs vg", + "Ġå ı", + ".D ialog", + "_N ET", + "Ġ( ($", + "Ġe k", + "ĠW arning", + "ĠM K", + "< LM", + "Ġ' čĊ", + "i em", + "h etic", + "Ġi x", + "th ink", + "-sh adow", + "ĠE ld", + "ĠNev ada", + "ĠLe af", + "ĠG ROUP", + "Ġprom o", + "ent ine", + "ĉ Map", + "ĠModel s", + "ĠK rist", + "_k ernel", + "-m ade", + "Ġc err", + "As sets", + "ell ar", + "Ġinv oked", + ".v ue", + "Ġcult iv", + "C losed", + "Ġgener ates", + "ffff ff", + "thes ize", + "s qrt", + "ĠCast le", + ".c ar", + "Ġke en", + "und a", + "ĠC row", + "ĠSing h", + "y thon", + "Ġbe ans", + "l arg", + "æĸĩ 件", + "Aw esome", + "unc ate", + "Path s", + "o ji", + "(c urr", + "CON DS", + "Ġm im", + "Ġshould ers", + "H ard", + "ast es", + "а еÑĤ", + "Ġconv ince", + "de cess", + "m ade", + "ĠC MD", + ". Im", + "Ġcha os", + "ens ively", + "Ġcool ing", + "Ġbur ied", + "(' @", + "_S e", + "ĉĉĉĉĉĉĉĉ ĉĉĉĉĉĉĉĉ", + ".com pany", + ".sub mit", + "ph ant", + "Ġboot strap", + "_h elp", + "à §", + ".d ump", + "Ġdif er", + "_m apping", + "Ġcirc ular", + "Ġescort s", + "Ġb ere", + "Ġgrad u", + "ĠLeg end", + "im edia", + "ĠBar celona", + "Ġbed s", + "åĪ °", + "ãĢ Ĭ", + "_v olume", + "Ġtremend ous", + "Ġsc aling", + "Ġp ins", + "en as", + "type param", + "D ashboard", + "render er", + "Ġsp i", + "Ġ& $", + "ĠSk in", + "alm art", + "Ġh ockey", + "Ġ'\" .$", + "Ġerr no", + "Ġb ew", + "Follow ing", + ".M odule", + "er able", + "ĠM ilitary", + "ĠR io", + "_ available", + "ĠSur face", + "Ġst ab", + "IF IER", + "ĠL IST", + "Ġd ashboard", + "Ġcl usters", + ".pl ugin", + "Ġj ou", + "ĠDec or", + "F our", + "Ġdel le", + "****** /Ċ", + "ia z", + "in de", + "ch ing", + "Ġget Item", + ".Add ress", + "ment ed", + "A meric", + "Pl ain", + "Ġus b", + "ĠPract ice", + "_ ment", + ".bl ue", + "H int", + "ÑĢаР²", + "Ġconn ector", + "Ġinher ited", + "и в", + "Ġinterval s", + "Ġc ere", + "Ġu d", + "Ġin con", + ".Ex ists", + "ĠM ic", + "F K", + "(c ard", + ".Set tings", + "Ġexhib ition", + "Ġon Pressed", + "Ġrest ored", + "eng u", + ". def", + "Ġrec v", + ".\" );čĊ", + "enc oder", + "ather ine", + "( dest", + "az ed", + "# endregion", + "sem bl", + ", M", + "ob y", + "Ġп еÑĢ", + ".C all", + "Ġattend ance", + "-b order", + "Ġaddress ing", + "ê n", + "ĠLe v", + "Ġb ash", + "ben ch", + "C redentials", + "Sp acing", + "( of", + "_RE SET", + "ig uous", + "Ġcr uel", + "Ġcross ed", + "Ġle ur", + "ĠG olf", + "or rect", + "Ġpack ets", + "ĠData Set", + "Ġpart ly", + "SEQU ENTIAL", + "Ġindic ation", + "ĠS alt", + "ac ia", + "Ġ* );Ċ", + "ĉ info", + "ĠView Bag", + "on z", + "Ġeditor ial", + "ĠA rena", + "Ġs ir", + "_ Static", + "( socket", + "s u", + "cho ose", + ".m onth", + ".M y", + "é ri", + "; font", + "do es", + "Ġcon verter", + "Ġsal v", + "Ġl r", + "Ġinflu enced", + "(f eature", + "ĠQue ens", + "let t", + "_M ON", + "& amp", + "Touch ableOpacity", + "O FF", + "Ġmetab ol", + "( iter", + "Ġvit amin", + "ĠIND IRECT", + "aut om", + "_p ublic", + "Ġadjust ment", + "Ġspecial ized", + "w indows", + ".add All", + "Ġaccording ly", + "ĠJ OptionPane", + "Ġcell spacing", + "Ġqu ad", + "Ġcre ep", + "Ġout lets", + "}` )Ċ", + "Ġpri est", + "_TH READ", + "ĠMar x", + "ĠBy Val", + "Ġc ual", + "éĿ ¢", + "Ġtempor arily", + "An n", + "ke leton", + "å ¥", + "ĠLO C", + "au er", + "der ive", + "Ġbeh aviors", + "as ename", + "ĠCent ury", + "Ġhor rible", + "ME SS", + "_ List", + "we i", + "P at", + "ĠCh oice", + "_F ROM", + "ĉ line", + ".in voke", + ".B ottom", + "Ġnow here", + ".\" ĊĊĊĊ", + "_ export", + "Ġstrugg led", + ".Ap pearance", + "ĠJ Button", + "ĠJer emy", + "([ [", + "Ġkick ed", + "mar shal", + "st aff", + "es ity", + "Ġqu iz", + "_e ffect", + "Ġ} ));ĊĊ", + "m el", + "b anner", + "ĠP IN", + "Ġin vention", + "Ġcons olid", + "Ġop s", + "ĠB etween", + "j ack", + "ern ational", + "Ġsacr ifice", + "ag ation", + "ĠJ oy", + "Ġam endment", + "ĠS old", + "Ġprison ers", + "ан нÑĭ", + "Doc uments", + ") ])Ċ", + "ust ed", + "ĠLine arLayout", + "os o", + "_E M", + ".s elf", + ".M iddle", + ") //", + "Ġ\\ '", + "Ġfuck ed", + "ĠM urray", + "Ġprof ound", + "_E LEMENT", + "ult a", + "il ers", + "port folio", + "J une", + "t cp", + "mod ified", + "ĠTr ace", + "ĠK el", + "aly zer", + ") =>", + "ĠRep air", + "_B E", + "Br and", + "u art", + "pre view", + "Ġiniti atives", + "run ning", + "b ang", + "ĉ update", + "ĠCo ach", + "R ich", + "Ġy outube", + "Ġrit ual", + "app a", + "ĠRobin son", + "prec ision", + "//////////////////////////////////////////////////////////////// ////////////", + "=[ ]Ċ", + "Ġcelebr ated", + "OT O", + "Ġin clusion", + "J P", + "' ;čĊčĊ", + "Ġnot able", + "(_ .", + "Man aged", + "Ġgu ides", + "& nbsp", + "ated Route", + "ĠAd just", + "Ġcol ored", + "_s cores", + "ĠTes la", + "_pro gress", + ".in st", + "[' _", + ".fl ags", + "Ġf close", + "_O PER", + "ż y", + "_n ote", + "Ġtrans gender", + "å ķ", + "RI PT", + "Ġabs ent", + "Ġam et", + "Ġoper and", + "ë ©", + "Ġh ood", + "to LowerCase", + "av o", + "ĠCirc uit", + "ĠL ind", + "-- }}Ċ", + "= m", + "Ġsup press", + "ĠM AP", + "i ang", + "- admin", + "Ġside bar", + "ĠB u", + "ĠH ex", + ", F", + "ĠSign al", + "Ġtrans parency", + "ĠFeder ation", + "/ V", + "Re q", + "Ġpul se", + "Ġt ends", + "Num bers", + "% '", + "Ġde port", + "dat as", + "_U INT", + "_ tra", + "ok o", + "Ġ\" ?", + "comp et", + "sole te", + "und ry", + "Ġover lap", + "}` ,Ċ", + ". ly", + "_sum mary", + "ĠL ost", + ".C enter", + "Ġdis ability", + ".Serial ization", + "Ġge om", + "Ġ? :", + "ĠW o", + "Ġsh ipped", + "Ĥ æķ°", + "Ġu gly", + "Ġexcit ement", + "Ġext erior", + "Ġcheck out", + "Ġk ur", + ", D", + "ĠAl aska", + "Ġsyn thetic", + "ĠB udget", + "ĠSub scribe", + "Ġ& Ċ", + "ÈĻ i", + "ĠY u", + "ĉ query", + "} .Ċ", + "Ġtr aged", + "ass en", + "Ġaccommod ation", + "Ġphys ician", + "Ġren amed", + "Ġtid ak", + "z Äħ", + "Ġmin us", + "ny ch", + "_EX CEPTION", + "thread s", + "Ġt ire", + "_c reated", + "ens ure", + "Ġworth y", + "Ġexc use", + "Ġclo th", + ".parent Node", + "/pl atform", + "ĠU FC", + "ĠG tk", + "un ny", + "Ġg ibt", + "ke ley", + "h um", + "(t x", + "ĉ dev", + "Ġout fit", + "do ors", + "Ġf on", + "ic ut", + "vol atile", + "Ġhom osex", + "Max imum", + "Ġexp end", + "Ġ});ĊĊ Ċ", + "E q", + "ond ers", + "dep artment", + "ĠPhys ics", + "\" });Ċ", + "Ġpar ad", + ".S tr", + "Ġse le", + "IF IED", + "Ġdel ivers", + "iv an", + "Ġrespons ibilities", + "Ġadvoc ates", + "è µ", + "ĠR ID", + ".param eters", + "M etrics", + "ron ics", + "ĠUITableView Cell", + "A bsolute", + "ip se", + "yl um", + "MLE lement", + "_VAL ID", + "< title", + "D lg", + "p aces", + "Ġsynd rome", + "be ans", + "_d atabase", + "oz illa", + "ĠM eg", + "DB G", + "Ġl ub", + "Bag Constraints", + "ab ad", + "Ġproject ed", + "_BY TE", + ".Size F", + "st reet", + "ĊĊĊĊ ĊĊĊĊĊĊ", + "ĠLO SS", + "Ġdirect ors", + "/ news", + "Ġnurs ing", + "ĠD one", + ". HTTP", + "dis count", + "ĠR ot", + "To Many", + "Ġen abling", + "Ġauss i", + "ost a", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ čĊ", + "è½ ½", + "Ġhel icopt", + "ĠIn side", + "ä¿¡ æģ¯", + "is per", + "ĠAll ah", + "ARCH AR", + "Ġroll s", + "Com pare", + "X P", + "Index Of", + "S UM", + "Ġass ured", + "ĠPhys ical", + "End point", + ".G lobal", + ".d etail", + "Ġthe ft", + ".j upiter", + "Ġhum or", + ".R ender", + "A lex", + ".c ap", + "Ġbuff ers", + "Ġdis pose", + "t ion", + ".p resent", + "z el", + ", P", + "Ġdesper ate", + ".get Column", + "Ġtw in", + "ì ĸ", + ".c an", + "Ġf lee", + "ĠIran ian", + "Ġstick y", + "ĠU TC", + "L T", + "//////////////////////////////// ////////////////", + "Ġl icensing", + "_PO INT", + "ĠM aps", + "Ġl ol", + "= models", + "-t ab", + "ĠN ash", + "_log ger", + "tor ch", + "ĠCON SEQUENTIAL", + "Not Empty", + "/ react", + "Ġp f", + "Ġassert ion", + "Ġsubsequ ently", + "_c an", + "Ġpand emic", + "og ue", + "\"+ Ċ", + "_ ent", + "_P aram", + ".ĊĊ ĊĊĊĊĊĊ", + "Res earch", + "C apture", + "Ġbel oved", + "d em", + "Ġextract ed", + "Ġf ights", + "ER C", + "(a uth", + "position s", + "Ġrevers ed", + "(st ack", + "Ġ_ )", + "uto ff", + "_fl ow", + "ç Ĥ¹", + "( Game", + "Ġex cluded", + "ĠCS V", + "c g", + "ĠT itan", + "p ause", + "Ġcer ca", + "Ġdump ster", + "L ess", + "Ġkotlin x", + "aster xml", + "Ġpoint ers", + "Ġfl ows", + "ĠT un", + "ĠMain Activity", + "Ġdis cret", + "Ġcomb inations", + "vis it", + "_b ind", + "oot ing", + "d ater", + "_look up", + ".n io", + "Ġswe at", + "ĠR d", + "Ġscient ist", + "ĠP ixel", + "@ NgModule", + "Play ing", + "Ġunf old", + "Trans late", + "ĠLaw rence", + "ĠFIX ME", + "B ill", + "ĠR IGHT", + "Ġwhere ver", + "Ġo ok", + "vid ence", + "Ġ] ];", + "ĠSk ill", + "unist d", + "ĠðŁ ĻĤ", + "Ġfem ales", + "-- )Ċ", + "İ· åıĸ", + "ĠF red", + "Over all", + "Ù Ĥ", + "Ġess ence", + "Ġthere by", + "Ġw ounded", + "ĠD OWN", + "les son", + "text ure", + "R ound", + "Ġautom ated", + "ĠÐ ¡", + "ĠUp dates", + "Ġsh ade", + "p ublish", + "ĠG ear", + "= lambda", + "Ġle ver", + ") +\"", + "h ill", + "Ġrad ar", + "ry ing", + "Ġ\" ).", + "f illed", + "Ġline up", + "Ġd l", + "Ġworks pace", + "V o", + "_d t", + "ë ²", + "_ Item", + "NS URL", + ". verify", + "ĠHawai i", + "G od", + "M arch", + "Ġ[âĢ¦ ]", + "Ġpel o", + "ur ious", + "ĠPitt sburgh", + ". It", + "C lean", + "> \\<^", + "Ġi os", + "s ound", + "\"] ;", + "Ġfre ed", + "rot tle", + "ĠL ower", + "[ count", + "å Ŀ", + "Ġp ale", + "ĠWay ne", + "ear th", + "_c ategories", + "U CK", + ".m etadata", + "Ġsum mon", + "H OME", + "олÑĮ з", + "Ġmanufact ured", + "Ġdo ck", + "Ġcompet itors", + "_MODE L", + "ok ia", + "ĠH ey", + "Î ¿", + "Ġback ward", + "ĠPO SS", + "rop a", + "Ġc ri", + "_O BJ", + "Trans port", + "-h igh", + "Ġerot ik", + "_s lot", + "Ġart ic", + "_f ramework", + "-ser if", + "ĠSql DbType", + "') (", + "+ \"/", + "Ġw ore", + "S il", + "Ġst oring", + "ĠPh ase", + "u ant", + "Ġb ump", + "in ho", + "Ġd ign", + "Ġback s", + "q q", + "(h ash", + "Ġge o", + "Ġt ender", + "Log o", + "! )Ċ", + "ĠM X", + "ĠAr thur", + "esso a", + "_C h", + "Ġbed rooms", + "=\"# \"><", + "Ġth roat", + "ins ic", + ".int eger", + "Ġpr imitive", + "Truth y", + "Ġfacilit ate", + "Ġcreat ivity", + "ĠD NS", + "Ġg ra", + "ue z", + "Ġcount less", + "ĠPol and", + "' M", + "ĠD ist", + "Ġv est", + "Ġcert ification", + "á» ij", + "h eld", + "ext ensions", + "( static", + "Ġgr ades", + "ĠU ber", + "ãģ Ł", + "Ġ[ ])Ċ", + "dat os", + "Ġget Data", + "ĠCh arg", + "ĠB S", + ".m icrosoft", + ".v ideo", + ".d irection", + "->{ '", + "l ua", + "ape st", + "Ġbo iler", + "ere k", + "Ġdec ides", + ".j ar", + "IS C", + "ĠW ords", + "(C ON", + "EMPL ATE", + "ree ze", + "sh ots", + "app s", + "unt ed", + ".set Name", + ":: <", + "-b old", + "ê ²", + "å¯ Ĩ", + "Long rightarrow", + "Ġunf air", + "Ġear ning", + "Ġsh elf", + "URE MENT", + "Ġid le", + "_M ENU", + ".C ustom", + "AG ER", + "- \"", + "_s witch", + "b ecause", + ") view", + "m are", + "_ condition", + "ĠStart ing", + "M vc", + "(p re", + "d ump", + "_LO CK", + "at etime", + ".c allback", + "ĠC er", + "op ol", + "ib rary", + "Ġres ervation", + "ĉĉĉĉĉĉĉ Ċ", + "lect or", + "grad uate", + "Ġgener ous", + "Ġ ion", + "ric ao", + "m q", + "_com plete", + "(c ursor", + "ĠForm Control", + ": center", + "Ġsub stitute", + "ĠPl anning", + "Ġp ension", + "Ġrecommend ation", + "ĠT ags", + "Ġg ef", + "Ġalbum s", + "Ġwash ing", + "ro c", + "Ġtr ains", + "at ings", + "Ġex ponent", + "ack bar", + "- ln", + "á g", + ".Data Annotations", + "ĠE IF", + "ĠMalays ia", + "ĉ PORT", + "on us", + "Ġcle ver", + "Ġpe u", + "> ĊĊĊĊ", + "ĠArg uments", + "Ġdebug ging", + "( right", + "' D", + "com pute", + "Ġfin est", + "OR AGE", + "Ġspect acular", + "ph rase", + "Ġind ia", + "Ġlegend ary", + "b irth", + "Ġcom posite", + "Ġg rows", + "ĠT D", + "Ġep id", + "Ġlaunch ing", + "] ][", + "Min utes", + "ĠCh a", + "Ġclean ed", + "Ġwitness es", + "uk an", + "ĉ Type", + "Ġhab e", + "par agraph", + "ĠJ Panel", + "ĠH ann", + "Ġvar ied", + "ĠP okemon", + "ĠM UST", + "åĬ ¨", + ".vis ibility", + "op up", + "^ [", + ".exp and", + "Ġ\" ',", + ".f asterxml", + "_ auto", + "ĠShe et", + "mark er", + "Par cel", + "ew s", + "ĠStr ategy", + "-m aking", + "Ġun ve", + "Ġtrail ing", + "Ġclick s", + "ĠGet Component", + "ĉ content", + "IG ENCE", + "ERN EL", + "NSMutable Array", + "Ġb reat", + "Ġharm ful", + "¶ Ī", + "Ġbes ides", + "Ġb oring", + "Ġbrut al", + "v ang", + "(p arse", + "qu ick", + "Ġpy test", + "Ġswitch ing", + "() ]Ċ", + "Ġì Ħ", + "L ER", + "ĉf ont", + "Ġnet t", + ") ]ĊĊ", + "(/ \\", + "æŀ ľ", + "to Array", + "Ġbre ed", + "ĠC AR", + "ĠWe apon", + "A bs", + "t ot", + "Ġset Name", + "apt ive", + "Ġ: ,", + "Ġesc aped", + "ord en", + "ĠP ri", + "th umbnail", + "Ġdescri ptions", + "/ styles", + "ĠPC I", + "Ġal phabet", + "astic search", + "NOT E", + "Ġc ialis", + "ĠGr iff", + "Ġpor que", + "Ġprote ins", + "pl ays", + "Ġst ating", + "Ġimag ination", + "Ġfac ial", + "ĠMe chan", + "Ġarr anged", + "_ used", + "Ġarrang ements", + "ĠP ipe", + "host name", + "Ġprov inc", + "T it", + ".Flat Style", + "ĠS plit", + "ĠLo ader", + ".c c", + "Ġclin ic", + "---------------- ------------", + "Ġb aking", + "ĠEN T", + "ne ath", + "ãĢģ ĊĊ", + "AN E", + ".EntityFramework Core", + "app ers", + ". ic", + "ĠNg Module", + "ĠF ORM", + "Ġ' ;", + "-pro fit", + "h w", + "en emy", + "ĠE ye", + "Ġca ution", + "t own", + "Ġur ged", + "ĠJim my", + "ynchron ous", + "-s ized", + "m aking", + ", {", + "] ',", + "_ Object", + "ah oma", + "Ġactiv ist", + "IN VAL", + "ĠCom mercial", + "ĠOr lando", + "(t ab", + "ĠØ ¨", + "Al gorithm", + "Ġher itage", + "Get Mapping", + "Ġfail ures", + "ri os", + "at iva", + "Ġt et", + "Ġcar pet", + "( Z", + "th ree", + "Ġdisc losure", + ". ERROR", + "_c alled", + "Ġd ial", + "Ġoccas ional", + ".E rr", + "Ġfunc ion", + "caff old", + "Ġrele asing", + "ï¼ī ĊĊ", + "_ Value", + "ĠV ari", + "y ellow", + "Ġstrugg les", + ".c al", + "ĠDak ota", + "ĉc lose", + "Ġsand wich", + "Ġanaly tics", + "Ġ** )", + "& #", + "ĠJ os", + "Ġpass ive", + "AT TR", + "Th rowable", + "ĠM un", + "ĠU int", + "(dis posing", + "ar ak", + "ĠLe aders", + "Ġaffect ing", + "Ġitem View", + "Ġeconom ics", + "f v", + "๠Ģ", + ".r b", + "ĠOver all", + "Ġwealth y", + "Ġev olved", + "nd a", + "ĠH us", + "re strict", + "um en", + "ĠA gricult", + "! ĊĊĊ", + "Ġexp ires", + "Ġspokes person", + "int erval", + "Ġà ¢", + "Ġque en", + "(n il", + "ing o", + "He ap", + "Ù İ", + "Ġcompl ain", + "S ym", + "ĠCl one", + "ĠR u", + "ĠW ILL", + "ĠCr ystal", + "/ content", + "ing en", + "oint ment", + "Last Name", + "av icon", + "ĠIB M", + "ĠDim ension", + "an h", + "icip ants", + "ĠAn ne", + ".pro gress", + "Ġal go", + "ob il", + "ĠV oice", + "ĠF E", + "Ġg li", + "Ġv ed", + "Ġprevent s", + "\\ Column", + "Ġfol k", + "ett i", + "Ġm n", + "ĠCL ASS", + "Ġdisplay ing", + "ĠK l", + "ĠF err", + "d uto", + ". ib", + "Ġd ados", + "' name", + "-s pace", + "Ġit alian", + "Ġin verse", + "Ġd ense", + "ut er", + "ĠI Enumerator", + "-s ign", + "Ġnation wide", + "Ġperson a", + "Ġsol ved", + "Ġdram atically", + "Log out", + "Ġgr av", + "Ġanalys es", + "ol lo", + "Ġl amp", + ". team", + "ĠE rot", + "= [\"", + "Ġd ancing", + "Ġ?> /", + "Ġc ater", + "ff e", + "ĠSh a", + "ĠB os", + "ĠRE QUIRE", + "ĠMon ster", + "ĠR B", + "ĠI DE", + "Ġsu its", + "Ġform Data", + "( theta", + "Ġsp atial", + "= NULL", + "ĠSql Connection", + "Ġ à", + "ĠV enez", + "ĠMor ning", + "Ġpublic ations", + "ĠNON INFRINGEMENT", + "first Name", + "ud s", + "W ould", + "_HE AD", + "Ġinvest ed", + "st able", + "f red", + "Ġcommand er", + "SE S", + "âĢĶ a", + "an che", + "ĠM ovement", + "ë ³", + "S uite", + "Ġjur isdiction", + "ë¦ ¬", + "ĠB eth", + "j Query", + "ĠIs a", + "Ġd ental", + ", *", + "ĠL imit", + "ili ation", + "=\" {", + "b ast", + "Ġt urb", + "is y", + "O OK", + "Ġadvoc ate", + "im ag", + "LE CTION", + "л ÑĮ", + "(c ategory", + ".de c", + "Ġun iqu", + "_s n", + "Ġattract ed", + "Ġà ī", + "ĠRun ning", + "_ edges", + "ĠDis able", + "_A S", + "åĽ ¾", + "Ġnetwork ing", + "_br anch", + "H aving", + "toBe Truthy", + "G I", + "Ġcamp s", + "se p", + "-p art", + "Ġ)ĊĊ ĊĊĊĊĊĊ", + "ustral ia", + "ĠRe ports", + "rit o", + "Ġwa ist", + "_pl us", + "ĠW W", + "-p erson", + "Apr il", + "Ġs ar", + ".t ar", + "Ġagricult ural", + "t ic", + "Ġt cp", + "Ġset Value", + "agent o", + "ĠAp pe", + "p iler", + "CA DE", + "Ġan che", + "atch er", + "Ġcom ics", + "Ġl bs", + "_se gment", + "'] =$", + "itt ers", + "ich er", + "G INE", + "Ġutil ize", + "ĠC ursor", + "_ex pression", + "Ġd ag", + "< long", + "Ġr hyth", + "æı IJ", + "Ġconsult ation", + "Y et", + "\")) ĊĊ", + "_M AC", + "c ould", + "Ġ' \\\\", + "ĠV o", + "ĉ http", + "Ġg s", + "ph er", + "- grid", + "J ames", + "J ul", + "Ġsch on", + "Ġtensor flow", + "ĠLOG GER", + "am as", + "Ġsc ipy", + "Ġconv iction", + ". ag", + "Ġadministr ator", + ")) {čĊ", + "Ġn un", + "\" group", + "P or", + "Ġnur se", + "ex pression", + "ak y", + "ĠHe avy", + ". opt", + ".get All", + "Ġover l", + "/ \",", + "_c ountry", + "ç İ", + "ĠG ENER", + "_r oute", + "ĠD al", + " ´", + "ol oad", + "Ġuncomfort able", + "(m enu", + "Ġhost name", + "' \");Ċ", + "Ġcalcul ations", + "-c lick", + "Ġprotect ive", + "ãĤ ¯", + "_F orm", + "ung s", + "Act ual", + "m f", + "ĠProcess ing", + "ĠIn ventory", + "(m atrix", + "app ropriate", + "w eg", + "ij a", + "Ġch r", + "Ġr ifle", + "-w sj", + "k ar", + "Ġindepend ently", + "I OS", + "Ġconsist ency", + "v n", + "/s ystem", + "ĠCh anges", + "Ġexp ose", + "ici ents", + "Ġrel ate", + "ĉ next", + "è ¨", + "ud es", + "Ġglass es", + "F XML", + ".... ..", + "ĠP df", + "Ġappro ve", + "Ġ{ \\", + "Ġexist e", + ")) (", + "ARE NT", + "оР¿", + "ĠL atest", + "ĠNiger ia", + ".Inter faces", + "Ġrem oves", + "En emy", + "Ġen force", + "vert s", + "ĉ pos", + "_text ure", + "W ARD", + "ĠINC IDENT", + "( container", + "Ġdef ending", + "ĠR X", + "ĠH ook", + "br is", + "ĠFl ask", + "Gr ay", + ". )Ċ", + "vis ibility", + "ĠRedirectTo Action", + "err al", + "_e lem", + "Ġres on", + "front end", + "_variable s", + "ater ia", + "Ġ+ \"", + "ave led", + "RI X", + "Ġdef icit", + "_C heck", + "YY YY", + "To One", + "sp y", + "Ġun ited", + "end ent", + "Ġp ode", + "ãģ Į", + "C AT", + "(f mt", + "ĠBon us", + "Ġre ck", + " º", + "Mod ules", + "Ġvac uum", + "R adio", + "ĠDAM AGE", + "P en", + "ĠPark er", + "; ;Ċ", + "ĠRe ally", + "_n eg", + "p ending", + "Ġnomine e", + "ĠC ategories", + "ĠUl tra", + "We apon", + "Ġdef ender", + "I ss", + "ĠG ender", + "ĠD ress", + "Ġimpr ison", + "Ġbank rupt", + "imension al", + "PH A", + "ĠStr ateg", + "ĠPROF ITS", + "Ġp atri", + "//////////////////////////////////////////////////////////////// ////////////////", + "de legate", + "Ġfor State", + "Ġdev oted", + "_m ake", + "Ġterror ists", + "ĠS nap", + "_n av", + "ĠA A", + "ĠI an", + "ĉ app", + "Pl acement", + "_h dr", + "< K", + "Ġs ang", + "st roke", + "- Q", + "> x", + ".T ask", + "m oney", + "ib aba", + "' });Ċ", + "ĠSpec ific", + "ĠLine ar", + "_O PT", + "Hash Code", + "( Player", + ".Contains Key", + "Ġcoll apsed", + "trans parent", + "_R ANGE", + "View er", + "(c fg", + "Ġsort ing", + "Ġinf ected", + "ĠN ach", + "Ġaccommod ate", + ".element s", + "_P ART", + "ĠSex y", + "= get", + "( year", + "Ġx hr", + ": ]", + "ows ki", + "Ġsum mar", + "Ġ ¿", + "Ġint e", + "Ġwork flow", + "ĠTai wan", + "vers ions", + "åı ij", + "Ġsurprising ly", + "Ġopt ical", + "Ġpro ces", + "Ġdisag ree", + "Ġnue vo", + "ĠC AM", + "sort ed", + "le ases", + "ist le", + "Id ent", + "ĉ event", + "ject ed", + "Ch unk", + "V ars", + ".pro vider", + "Ġproceed ings", + "Ġin clusive", + "Ġart work", + "end ants", + "ï¼ļ Ċ", + "se en", + "Ġl ig", + "Ġm akers", + "_f un", + "Ġlength s", + "Path Variable", + "[ item", + "ภµ", + "De ad", + "FFFF FF", + "ĠUr ban", + "up les", + "ich en", + "(null ptr", + ".s pec", + ", System", + "UR ATION", + "(j ob", + "å¼ ı", + "Ġtrack er", + "Å Ļ", + "ĠM R", + "ĠSQL ite", + "Ġd to", + "Ġ; ;Ċ", + "Ġm int", + "ĠInt roduction", + "ca o", + "Ġquestion ed", + "Ġf itted", + "rev ision", + "s q", + "Ġm ig", + "_un its", + "_ async", + "Ġf lick", + "});ĊĊ Ċ", + "Ġnot re", + "}` ,", + "F ilters", + "Ġm undo", + "_d ays", + "Ġfr m", + "ut c", + "Ġval s", + "ew idth", + "ĠGener ator", + "ĠArt ist", + "ĠID s", + "ĠArt icles", + "re ater", + "ĠComponent Fixture", + ". =", + "Ġr ou", + "- no", + ".b ukkit", + "eg g", + "ĠD iff", + "atic s", + "Ñĥ Ñĩ", + "âĢĶ ĊĊ", + "ĠChar lotte", + "by e", + "Ġ} );čĊčĊ", + "ĠV ik", + "ĠB row", + "Ġl v", + "ĠG ib", + "-w ing", + "GL IGENCE", + "(I l", + "ĠEngine er", + ".W ait", + "ĠP ictures", + "Ġr het", + "Ġth ermal", + "Ġpr aise", + "< >();ĊĊ", + "ĠSp ider", + "P ause", + "ĠB aker", + "Ġsl ower", + "Ġ} ]Ċ", + "_en queue", + "Ġdisappe ared", + "ĠT icket", + "IN UX", + "_LOC AL", + "аÑģ Ñģ", + "@Inject able", + "comm unity", + "Gesture Recognizer", + "åĽ ½", + "Ġsca les", + "Ġ- (", + "/ '+", + "ĠS it", + "Ġexecut ives", + "ard ing", + "Ġad vers", + "Ġback wards", + "ĉ context", + "ĠH amp", + "ĠP F", + "ĠDe ck", + "ĠCra ig", + "A merican", + "Ġb ell", + "Ġpro l", + "uf en", + "Ġr ng", + "ar shal", + "ĠSim ply", + "first name", + "sh ore", + "J uly", + "Ġmort ality", + "ĠâĨĴ ĊĊ", + "Help ers", + "Ġbench mark", + "em ade", + "Ġorganis ations", + ".g son", + "ĠText Field", + "Ġciv ilians", + ".Array s", + "ĠMiss issippi", + "Ġinter mediate", + "get User", + "_cl uster", + "Rel ative", + "fore ign", + ".querySelector All", + "Fore ignKey", + "Ġreason ably", + "-------- -Ċ", + "C ards", + "ĠK am", + "ĠTh or", + "Ġroll er", + "-e lement", + "ĠC urrency", + "dd ie", + "ALL Y", + "ĠR A", + "Ġper met", + "aa aa", + "Ġhom ework", + "ĠV it", + "Ġm old", + "ĠF er", + "[ start", + "Ġstatist ical", + "Ġsc ary", + "_H OME", + ".B egin", + "Con struct", + "ogen ic", + "ĠDEAL INGS", + "Ġtamb ién", + "ix on", + ". ind", + "ac re", + "Ġtransform s", + "ĠN ap", + ".B lock", + "uss ia", + "pir ation", + "ul ent", + "Ġce il", + "Cl ause", + "na ire", + "T ES", + "Ġne at", + "ST D", + "ĠReg Exp", + "per form", + ": )", + "Ġun ions", + "Ġs ublic", + "Ġw inds", + "lo ating", + "g lich", + "Ġp agination", + "S kill", + "App ly", + "ĠOper ator", + "ist ogram", + "Ġqual ities", + "C ross", + "Ġde com", + "], \"", + "ĠJ uan", + ".mod al", + ".Ch ild", + "ĠRog er", + "STIT UTE", + ":CGRect Make", + "a lette", + "Ġst a", + "as ide", + "Ġbl ur", + "ĠW a", + "if etime", + "re ed", + "control s", + "Ġb ins", + "Ġп ол", + "*/ ,Ċ", + "U IS", + "ĠR ou", + "ĠDem o", + "- awesome", + "ĠCh ain", + "Ġh asta", + "ĠB art", + ". KEY", + "Ġvend ors", + "nof ollow", + "ĠD est", + "_b uilder", + "Ġarg ues", + "_ answer", + "g oto", + "ĠRES ULT", + "ĠM ON", + "Ġp oder", + "o ons", + "_C ASE", + "Ġrep lic", + "Ġfin ancing", + "ĠD ATE", + "c ern", + "_tr ack", + "t ies", + "/ logo", + "ĠNE GLIGENCE", + "get Type", + "> T", + "b et", + "g irl", + "ĠINCIDENT AL", + "-s ite", + ".tr igger", + "ĠL isa", + "_input s", + "Ġrel atives", + "Logged In", + "Config ure", + "I K", + ". accept", + "Res ume", + "ĠD raft", + "Ġ* >(", + "ĠW A", + "ed ian", + "ern ess", + "ĠLayout Inflater", + "*/ čĊčĊ", + "oth y", + "Ġoblig ation", + "Sub scribe", + "Ġth umbnail", + "ex ist", + "Ġins isted", + "ĠU ICollectionView", + "ĠAng ular", + "Ġtable ts", + "ĠImp act", + "ãĢį ĊĊ", + "ah o", + "Ġcharacter istic", + "g d", + "Ġ= ================================================", + "our t", + "` .", + "App ro", + "Co ordinate", + "Rem ember", + "Ġmar ine", + "] =='", + "ĠAdmin istrator", + ".get Default", + "Ġforg ot", + "ĠStruct ure", + "V ue", + "ars ing", + "m oment", + "k w", + "_c ursor", + "Att ack", + "Ġath letic", + "Ġdiagn osed", + "Ġend e", + "åĪ łéĻ¤", + "H ouse", + "ĠP ARAM", + "Ġw iki", + "ĠO pp", + "Ġcons ervation", + "Ġs nd", + "_t em", + "sub str", + "ĠC ape", + ".s im", + "UT ION", + "an an", + "âĢĻ un", + "Ġg y", + "- work", + "Ġcomp elling", + "=' #", + "ĉs ub", + "Ġdirect ories", + "íĬ ¸", + "Ġtouch es", + "out ines", + ".C ollection", + "s chedule", + ".l at", + "ĠDo ctrine", + "CA A", + "ĠRe fer", + "Ġshift s", + "Ġlik elihood", + "pre ter", + "ĠF emale", + "Ġinter cept", + "Ġl ou", + "çĻ »", + "Ġr ug", + "ĠC rown", + "Ġ************************************************************************ ****", + "- product", + "Ġprompt ed", + "ung le", + "d ocker", + "ĠT u", + "ĠUn ique", + "_ Error", + "ul os", + "Ġâ Ħ", + "Ġ( `", + "Get ting", + "_s cal", + "ĠEn h", + "ü t", + "Ġsust ained", + "Ġp atches", + "Ġpros per", + "ĠG aza", + "_l ight", + "Ġin cons", + "-------- Ċ", + "ĉĉ ĠĠĠĠĠĠ", + "S F", + "C N", + ": \";Ċ", + "ĠColl ins", + "( *)", + "Ġcomp ilation", + "'] čĊ", + "Ġcon sequence", + ", ...", + "Ġd m", + "ĠB LOCK", + "Cl uster", + "Ġsk i", + "(arg c", + "T uple", + "Ġjo ins", + "ĠSher iff", + "W ar", + "ind i", + "Ġcomment ed", + "H OST", + "Ġinv itation", + "apan ese", + "Ġperm its", + "preced ented", + "_z one", + "ĠA my", + "_R D", + "Min imum", + "Ġinv ocation", + ".en able", + "icht en", + "- owned", + "\" id", + "_PO INTER", + "F ac", + "Ġspecific ations", + "Ġnom ination", + "Ġg p", + "< (", + "Ġrob ots", + "ĠJ erry", + "Ġhold ers", + "Ġw and", + "c ms", + "Ġ} ))Ċ", + ".To ast", + "ĠI List", + "B ased", + "z oom", + "/ style", + "ĠBe ck", + "M en", + "Ġcontrib uting", + "Ġund o", + "ĠO H", + "Ġadd Object", + "Ġe igen", + "sign up", + "éĶ Ļ", + "Ġdist ant", + "PAR ATOR", + "ĠM ari", + "Ġm á", + "E mp", + "ó s", + "Ġì Īĺ", + "ev t", + "+ j", + "p ark", + "ĠSt ay", + "ĠD un", + "Ġso y", + "> %", + "az ines", + "Ġti empo", + "(m e", + "p resent", + ".Th is", + "Ġedit ors", + "F IELD", + ".W ork", + "ĠUn iverse", + "Ġdr unk", + ".t imer", + "Ġalter ed", + "ĠN ar", + "ëł ¥", + ".Act ive", + "id or", + "ç Ń", + ".delta Time", + "Ġawk ward", + "& quot", + "ĠSaf ari", + "Ġtr icks", + "MENT S", + "div ision", + "Ġvary ing", + "ĠHigh way", + "Ġphotograph er", + "ĠSt ewart", + "Ġlast ing", + ".P re", + ".amazon aws", + "ĠL uck", + ".D escription", + "ĠN az", + "n eg", + "Ġc ó", + "<<\" \\", + "ĠSur v", + "ĠU nc", + "Rec ipe", + ".Border Style", + "Ġmod ifications", + "- at", + "AT FORM", + "h dr", + "ak o", + "Ġsublic ense", + "ĠJ ump", + "Ġbe im", + "ĠMan hattan", + ". bool", + "_h w", + "ÑĤ ÑĮ", + "B in", + "Ġg ateway", + "\" \":", + "ĠU IS", + ":\" +", + "- def", + "ĠReg ular", + "/ testing", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "string stream", + "Ġdis par", + "Ġmob il", + "- read", + "ĠAd apter", + "ĠCh ampions", + "Ġsched uler", + "Ġk ills", + "ĠM ultiple", + "ir ror", + "Ġgod s", + "AD O", + "ak te", + "ĠUs uario", + ".c ircular", + "Ġre cept", + "ĠEx pr", + "Ġelder ly", + "Ġnic ely", + "Ġbest e", + "W ant", + "Ġclass ical", + ".s prite", + "obj c", + "ĠM ason", + "Ġsist ema", + ".Bl ack", + "es o", + "ĠZe it", + "Ġdiv id", + "Ġent ers", + "_sub ject", + "ĠPlan et", + ".w arning", + "ĠG ram", + "_t okens", + "Ġhousehold s", + "_c ustomer", + "user Name", + "c ross", + "Ġp ione", + "Ġass ists", + "_S M", + "ib o", + "Ġlo yal", + "Ġuse less", + "# elif", + "ĠUlt imate", + "C ome", + "g el", + "Ġd ich", + "xy z", + "ik el", + "ob ra", + "_s can", + "ĠInter ior", + "ĠN ice", + "Ġpl ac", + "ĉt arget", + "Ġvir al", + "ass o", + "() /", + "und e", + "ĠAd obe", + "O s", + "vis ited", + "ĠO W", + "ĠFe ed", + "ĠSe quence", + "Ġman ages", + "in son", + "ĠLouis iana", + "{ })", + "ĠH ab", + "ĠL D", + "Ġb ip", + "pr ites", + "(e lem", + ".h ibernate", + "él é", + "Ġoh ne", + "_trans action", + "Ġann unci", + "P ublished", + "ĠH onda", + "ĠT am", + "ĠP acket", + "_ selector", + "Ġchalleng ed", + "Process ing", + "-h over", + "Ġtr ainer", + "_c ancel", + "ĠNS Dictionary", + "ab ric", + "ĠM LS", + "_s ensor", + "Ġshr ink", + "ĠF X", + "th reshold", + "ĉH X", + "-m ark", + "` .`", + "S cheme", + "(f ull", + "_w riter", + "ĠS ys", + "Ġf led", + "ĠC in", + "-w idget", + "ĠPre vious", + "G ender", + "_ question", + "Fe ed", + "Ġscr ut", + "(p refix", + "ãĢĤ ãĢĤ", + "Ġin fections", + "Part s", + "Ġhier archy", + "_DE LETE", + "ĠPat ient", + "_p ay", + "Ġprom oted", + "Ġì ĭ", + "Ġcivil ian", + "Ġagricult ure", + "ĠP iece", + "Ġst ance", + "uts che", + "Ass ign", + ".A CTION", + "F ig", + "_r adius", + "ĠS ync", + "du cer", + "f ailure", + "ens ed", + "pt ime", + "B M", + "_dat etime", + "qu ivo", + "QUE UE", + "èĢ ħ", + "Ap pear", + "Ġsum mit", + ": void", + "Ġv ine", + "è® ¤", + "on ne", + "_TR ANS", + ".g reen", + "_ cc", + "Ġhung ry", + "Ġ\" >", + "() );čĊčĊ", + "Ex tract", + "iz ens", + "Ġsol ver", + "Not ify", + "Ġeng lish", + "ĠSh opping", + "inter faces", + "RE Q", + "Ġil leg", + "ĠUI ImageView", + "Ġdis connect", + "ĠUnt il", + "ĠConserv ative", + "@ Column", + "Ġshift ed", + "Ġ: čĊ", + "Ġf ich", + "Ġd la", + "Ġsh oe", + "\"), čĊ", + "ular ity", + "_RE SP", + "We ather", + "UI Application", + ". iterator", + "Ġag ing", + ".P arent", + "ow ie", + "(e qual", + "ĠCon v", + "/ default", + "Ġmeas uring", + ".pre v", + ".Is Valid", + ".F at", + "Ġs Äĥ", + "key words", + "with out", + "Ġso vere", + "Ġex changes", + "Ġm elt", + "Ġis lands", + "ĠInt egr", + "Ġjump ing", + "Ġg le", + "Ġjournal ism", + "Ġd ated", + "Local ized", + "ĠRef resh", + "Part icle", + "Ġa a", + "ĠSTR ICT", + "Ġb od", + ".Pro cess", + "_A UTO", + "ĠP ublished", + "e very", + "Ġtechn ological", + "ls x", + "Ġir rit", + "Add itional", + "Ġdel imiter", + "_l anguage", + "- area", + "bo ys", + "ĠT ube", + "Ġw at", + "Ġmechan ics", + "_ owner", + "Sp ell", + "ĠSt ories", + ".Append Line", + "Table View", + "h em", + "st ick", + "oll ower", + "I FF", + "ĠU V", + "oll ision", + "S UB", + "Ġcompar able", + "Ġdon de", + "s ales", + "ll vm", + "Ġ} ],Ċ", + "OTT OM", + "ĠPur pose", + "L ab", + "Ġinterview ed", + "o is", + "as il", + ".set Id", + "ĠIn struction", + "-- >", + "ĠMod ified", + "ation ally", + "ĠMe eting", + "è¯ ¯", + "# region", + "Ġrout ing", + ".f ocus", + "ĠYou th", + "< D", + "ĠN ag", + "contact s", + "Ġform ing", + "Ġm ie", + "',[' ../", + "ĠB P", + "Ġapp et", + "ĠTe acher", + "ĠT P", + "Ġann ually", + "outed EventArgs", + "ĠSpe aker", + "Ġre name", + "CF G", + "(\" //", + "æİ ¥", + "/p ages", + "Ġpr és", + "ĠSp ell", + ".All ow", + "ĠINT ERRU", + "Ġ( #", + "âĢĻ ĊĊ", + "_G eneric", + ".im show", + "_t im", + "- face", + "(& (", + "atin um", + "Ġrevolution ary", + "ĠH ours", + "r ain", + "Ġany time", + "Ġab b", + ".j sp", + "Scroll View", + "ĠTr uth", + "Ġanticip ated", + "Ġacc ent", + ". checked", + "Ġspec ifies", + "Ġca f", + "Ġcell padding", + "Ġcook ed", + "ĠH ugh", + "pe ek", + "_R ATE", + "Ġd orm", + "/ čĊ", + "IV ITY", + ".Cont roller", + "(p art", + ".con straint", + "Ġinv asion", + "MO VE", + "Ġgl uc", + "l ename", + "Ġam en", + "eng lish", + "ĠSw itzerland", + "\";ĊĊ Ċ", + "pe st", + ".col lect", + "N ib", + "ĠD ict", + "ĠE mb", + "(sub ject", + "Ġoutr age", + "Ġdec iding", + "Ġsent enced", + "F echa", + "\" A", + "Ġqu er", + "Ġfont Family", + "Ġqu adr", + "- Y", + "_C ACHE", + "Ġanaly zed", + "Ġg aining", + "ĠAgain st", + "ĠSou l", + "ta u", + "Ġlight weight", + "ĠT F", + "ĠEffect s", + ".T ypes", + ".add Class", + "Ġv egan", + "é ģ", + ".' \"", + "ĠExpl orer", + ".d etect", + ".sh ift", + "Ġoblig ations", + "last Name", + "Ġassoci ations", + "ĠTime Span", + "un ter", + "ĠF resh", + "Compat ible", + "P ub", + "id ges", + ". option", + "var i", + ".hash Code", + "Ġg eb", + ". section", + "- not", + "ĠSub mit", + "T N", + "reg istry", + "_m edia", + "Ġn aj", + "ff t", + "Ġm ate", + "-th ird", + "Ġp ockets", + "est a", + "Ġb ent", + "ĠN ord", + "Ġretail ers", + "ĠMor ris", + ".\"\" \"ĊĊ", + "W rong", + "Ġ ÅĽ", + "R ay", + ". ec", + "ĠB ind", + "_H AND", + "(n on", + "is Valid", + "Ġsimilar ly", + "_L IMIT", + "Ġdynam ics", + "Ġdist inction", + "ãģ Ĩ", + "< N", + "Ġor th", + "ĠToy ota", + "ĠK ate", + "ĠL S", + "or ie", + "ĠSpr ings", + "Ġf reak", + "last name", + "_M ULT", + "-st ep", + "\" (", + "AD DR", + "Ġentert aining", + "_CON F", + "Ġdec oded", + "Ġst reak", + "Ġwait ed", + "Ġnot ified", + "rodu ced", + "vis ual", + ".Layout Params", + "æ °", + "es ian", + "f its", + "s pring", + "ĠBern ie", + "User Defaults", + "Ġped est", + "Ap pearance", + "ĠW iki", + "ĠNOT ICE", + "Ġs sh", + "Ġdur ante", + "ĠZ ip", + "ı r", + "ĠNAT O", + "Ġtw elve", + "Ġro yal", + "ï ¸", + "Ġmer chant", + "ĠF urniture", + "'] ),Ċ", + ", X", + "Ġfold ers", + "ĠG ate", + "ĉf unc", + "p ick", + "_us uario", + "ĠV erm", + "ment ion", + "ur pose", + "Ġalert s", + "x ious", + "_s ig", + "ĠF u", + "Ġ( :", + "Ġd umb", + "åħ ³", + "Ġaccur ately", + "éĩ į", + "R B", + "-s creen", + "ĠV ER", + "j our", + "Ġrom ance", + "uc ceed", + ". choice", + "Ġad ip", + "_d ims", + "Serial izable", + "ãĤ ĭ", + ".j ob", + "Ġpro g", + "uch ar", + "Ġg ently", + "ĠR SS", + "ict ured", + "_ENABLE D", + "ĉ label", + "aw ks", + "ĠEn sure", + "rem ember", + "ìł ķ", + "Ġtrans mit", + "{{ $", + ".Trans action", + "ur se", + "_rel ative", + "Ġs ized", + "ĠX X", + "ĠPr incess", + "ĠL arry", + "Ġpr ó", + "ĠÑģÑĤ ÑĢ", + "Ġs isters", + "estr uct", + "Ġcheck point", + ": length", + "ĠCar los", + "/ icon", + "_T ARGET", + "T okens", + "Ġpat ience", + "ĠSe lected", + "q ty", + ".show Message", + "Ġwild life", + "ĠP rops", + "b m", + "- arrow", + "Ġpar cel", + "fire base", + "ĠBen jamin", + "cess o", + ".t im", + "ĠG arc", + ". any", + "ĠHOW EVER", + "ĠK o", + "Ġgrab bed", + "_f rames", + "Ġobject AtIndex", + "ĠADV ISED", + "Ġsub ur", + "ĉ GL", + "Ġ}) }Ċ", + "-l ength", + "ìĭ ľ", + "ĠPot ter", + "_b uff", + ".g ui", + "ĠEnc oding", + "E lect", + "-m essage", + "Ġ �", + "Ġ ÈĻi", + "ĠArgument NullException", + "а ÑĨи", + "Ġmin imize", + "Ġrespond ing", + "$_ ['", + "ĠInd ividual", + "á c", + "ĠIN TER", + "Ġmast urb", + "ĠB in", + "(' $", + "ëĵ ľ", + "Ġopen ly", + "Ġ> <", + "Ġun to", + "olog ically", + "ĠM ul", + "VID IA", + "Ġsl im", + "ĠCommission er", + "( on", + "Ġunder neath", + "/ db", + "v ote", + "( Message", + "ĠP ope", + "Def ined", + "Ġsw ift", + "ur f", + "Ġadapt ed", + "SE L", + "Ġreven ues", + "Ġdiv ine", + "= y", + "Grad ient", + "_ act", + "Ġ/*! <", + "Ġpoly gon", + "ĠF DA", + "ĠC arr", + "at ables", + "(std out", + "Ġrefr iger", + "Ġco ordin", + "avor ites", + "ÑĪ и", + "Ġcompass ion", + "ĠPOSS IBILITY", + "- secondary", + "ur acy", + "Ġcomp romise", + "_A V", + "_ os", + "Ġbes ide", + "ĥ Ŀ", + "Ġl n", + ".pl ugins", + "Cap acity", + "al ah", + ".b in", + "ĠC RC", + "_b alance", + "Ġflex Direction", + "Ġam bit", + "Ġnick name", + "ĠFor ces", + "C LE", + "ĠSh ell", + "Ġs ail", + "ĠW riter", + "ĠA lice", + "d w", + "ĠInd ians", + "ĠMar shall", + "_S RC", + "Ġnormal ized", + "ĠJ ag", + "ãĤ Ĵ", + "ze it", + "r pc", + "ÃŃ c", + ".in line", + "Ġtrav ers", + "_n umeric", + "Ġutil ities", + "Ġev ac", + "IN PUT", + "ĉ register", + "M X", + "ĠCamp bell", + "Ġdatas ets", + "Ġdem anded", + "Ġinitial State", + "g an", + "Ġe i", + "Un expected", + "- web", + "tr ait", + ", Y", + "ĠT odd", + "Ġske leton", + "Ġoptim ize", + "ç¬ ¬", + "ĠU pon", + "ĠSt Object", + "Ġap lic", + ".' P", + "v ron", + ". UN", + "Ġpaint er", + "izar re", + "Ġl av", + "Ġp om", + "p reg", + "= function", + "( serial", + "ific a", + "um ing", + "åľ °", + "ãģ Ĥ", + "- op", + "U CH", + "ĠH end", + ".prop Types", + "Ġy o", + "Ġrout ines", + "Ġcar ing", + "S em", + "Ġres erves", + "Ġprior ities", + "red its", + "IST R", + "Content Type", + "ĠSch w", + "/ media", + "Ġe str", + "Ġclim bing", + "- week", + "cher che", + "s ensor", + "To Array", + "ĠMont real", + "Ġcloud s", + "ĠInject able", + "ĠR ice", + "Ġpropag anda", + "_pro vider", + "Ġind oor", + "Ġin aug", + "Ġdipl om", + "Ġmess aging", + "_m ut", + "å ¦Ĥ", + "Ġk w", + "ON S", + "ari ans", + "R PC", + ") ]čĊ", + "-r ay", + "ĠS or", + "m all", + "Ġmarket place", + "Ġv tk", + "M a", + "og an", + "ig i", + "Ġspons ored", + "ĠD ani", + ".S EVER", + ">' .$", + "m ultipart", + "ĠW ol", + "Ġtable Name", + "ĠUser name", + "Background Color", + "Ġf right", + "_E MAIL", + "Sept ember", + "_val s", + "op ia", + "Ġsp otted", + "- Ch", + "Ġdata Source", + "/ \"Ċ", + "ек ÑĤ", + "ĠRequest Method", + "ĠRe place", + "-d o", + "ah n", + "ĠPh D", + "] .ĊĊ", + "N ON", + "g ement", + "ĠTh r", + "Ġquiet ly", + "Ġtort ure", + "Ġte as", + "ĠC Y", + "Ġa tr", + "develop ment", + "-d etail", + "Ġlight er", + "Ġarg uing", + "Ġdes erves", + "Ġcur riculum", + "_CON TEXT", + "ÅĤ y", + "H ITE", + "ĉ ID", + "/ uploads", + "Ġt its", + "re o", + "_d rop", + ". UTF", + "Ġpick up", + "Ġgro cery", + "ĠP ure", + "Ġeas iest", + "Ph il", + ".f eature", + "(\" *", + "Ġinvest or", + "t ok", + "Ġj ar", + "L os", + "âĢĶâĢĶâĢĶâĢĶ âĢĶâĢĶâĢĶâĢĶ", + ". queue", + "-s peed", + "M al", + "um blr", + "ĠCON ST", + "ĠH RESULT", + "ĠD ance", + "(file Path", + "Ġattrib uted", + "ॠį", + "ĠB und", + "co ins", + "Ġs ão", + "Ġp ir", + "person al", + "Ġpre lim", + "Ġprop ose", + "ĠT L", + "] ])", + "ĠSub scription", + "ĠK re", + ", len", + ".First OrDefault", + ") --", + "_product s", + ".Get Bytes", + "Sh ip", + "Ġenc rypt", + "ĠS G", + "ĠM yst", + "h ir", + "Ġiter ate", + "Ġint end", + ".mock ito", + "Ġch apters", + "( angle", + "ĠV lad", + "è® ¾", + "' .ĊĊ", + "Response Body", + "ĠAb d", + "de al", + "Ġbar riers", + "-out line", + "b ill", + "ĠF alls", + "_se cond", + ". include", + ". ceil", + "Ġoccup ation", + "ph ony", + ".move To", + "ĠJenn ifer", + "AST ER", + "; \"><", + "ĠEn abled", + "Ġtermin ate", + "ĠI o", + "l ations", + "ĠTHE ORY", + "Ġear liest", + "Ġr ack", + "ĠSc ar", + "sh ake", + "ch ip", + "Ġu v", + "Ġall iance", + "п иÑģ", + "ĠGOOD S", + "z ione", + "ĠV I", + "Ġ{ -", + "Ġfilter ing", + "Ġmis con", + ".Dock Style", + "Ġb ush", + "Ġj unk", + "æ Į", + "ĠQ UE", + "Ġhook s", + "Ġfirm ware", + "Ġmiddle ware", + "d ic", + "ĠOak land", + "Ġarr ives", + "P ayload", + "p ixel", + "] |", + "Ġstart Date", + ".P RO", + "_a udio", + "Ġmid field", + "igid body", + "ĠSw iss", + "ĠCl ip", + "ĠD ump", + "ĠText Box", + "Ġg eh", + "y ield", + "od s", + "Ġrefer endum", + "Back end", + "ĠC ream", + "Ġdomin ated", + "ĠArch ive", + "Ġrid ers", + ".prepare Statement", + "Ġqu ando", + "Ġche f", + "w iki", + "in el", + "am pling", + "(\" \\\\", + "Ġs ag", + "_pro xy", + "ãģ ķ", + "p do", + ".getElementsBy TagName", + "Ġdemonstr ation", + "ĠN PC", + "Ġarch ivo", + "end ance", + "Ġefficient ly", + "( actual", + ".t ableView", + "Ġm ush", + "Ġbe ars", + "_thread s", + "j as", + "ah un", + "Ġne ural", + "Ġdesign ing", + "ĠG DP", + "Ġlift ed", + "çĽ ®", + "ĠJ oint", + "ĠIn clude", + "ĠGi ants", + "Ġwithdraw al", + "ĠR ent", + "n ative", + "ĠSe ek", + "gress ion", + "_C PU", + "\\ S", + "ĠSh ield", + "Ġsol ic", + "Ġbo om", + "yect o", + "Ġmanufact ure", + "ĠâĢ ĭ", + "Ġb box", + "Ġearth qu", + "ollect ors", + ":@\" %", + "Ġlo ops", + "J e", + "alk ing", + "ĠWh ats", + "ĠBo ys", + ". book", + "ARG E", + "_p ixel", + "Ġsus pects", + "Î ¹", + "us p", + "ĠBM W", + "ie ces", + "(p erson", + "å¼ Ģ", + "é »", + "ĠPod cast", + "Ġb ou", + "( Item", + "à »", + "( Input", + "Http Get", + "Ġb urg", + ") ^", + "BO ARD", + "*/ ,", + "Ġg ulp", + "ĠB enn", + "Ġdeck s", + ".status Code", + "Ġac ute", + "Ġh ug", + "ug u", + "Ġp led", + ",\" %", + "h ape", + "Ġз ап", + "ĠMain e", + ".re al", + "Ġd alam", + "ĠMin or", + ".F loat", + "dis p", + "Ġt l", + "Ġen count", + "=> $", + "Ġf g", + "te es", + "ĠRec omm", + "ä l", + "Ġchem istry", + "Block s", + "O ID", + "Ġfore x", + "ĠApp end", + "Ġ{ *", + "ĠSup ply", + "CG Float", + "(b l", + "Ġat e", + "ador a", + "Ġg ust", + "Ass oci", + "> .Ċ", + "F ETCH", + ".s erial", + "widget s", + "ard less", + "ie fs", + "_F ULL", + "ernet es", + "ĠP red", + "Ø Ń", + "äº ĭ", + "ub ernetes", + "ĠL aura", + "Ġl abeled", + "High light", + "Ġanno ying", + "/ update", + "(d escription", + "Ġintim id", + "$ c", + "\")) )Ċ", + ".A P", + "Ġ[] *", + "ĠEX IT", + ".H ost", + "ĠOP EN", + ".send Message", + "_c amera", + "_t ile", + "Ġth erm", + "onom ous", + "Ġdis adv", + "Ġna ar", + "index Of", + "ĠP P", + ".prot ocol", + "AF E", + "Ġtext ures", + "################################ ################", + "umb ai", + ".st ats", + "ĠG E", + "Ġi e", + "ĠST D", + "ĠM ann", + ".ref lect", + "K B", + "Ġd ive", + ".w av", + "/* ----------------------------------------------------------------", + "/ settings", + ".l ifecycle", + "Ġda ughters", + "or us", + "ub er", + "N ING", + "st ri", + "ĠT ip", + "Ġz n", + "Ġswitch ed", + "in et", + "uff y", + "ĠTransport ation", + "( conf", + "fr ica", + "ĠX L", + "ĠLe ad", + "_per cent", + "< Map", + "Ġthr ust", + "or b", + "ik k", + "Ġtra uma", + "Access or", + "ĠF it", + "ĠString Buffer", + "ex pl", + "(s creen", + "Ġaud iences", + "ĠO PTION", + "_ round", + "[ node", + "be h", + "-> __", + "per missions", + "ĠD etermine", + ".M an", + "Ġadv ances", + ". InputStream", + "Ġstrong est", + "Ġe Bay", + "Ġ# -", + "Ġdir name", + "ĠS MS", + "Ġmedic ations", + "Ġam ended", + "Ġchurch es", + "ĠImper ial", + "$ row", + "ĠMad ison", + "ĠIn sp", + "Ġaff air", + "Ġpsych ology", + "v h", + "Ġsever ity", + "âĢ IJ", + "Ġstri ps", + "A H", + "vert ising", + "Ġcon se", + "IM AGE", + "ĠSt ats", + "ĉs c", + ".C ursor", + "Ġfree ze", + "ss on", + "(x ml", + "ĠSus an", + ".t ile", + "ed ed", + "ĠĠĠĠ ĉĉĉ", + "uel le", + "ĠMitch ell", + "b ased", + "Oper and", + "½ æķ°", + "ĠF F", + "ĉstr cpy", + "ounc es", + "ild o", + ".execute Query", + "Ġapproach ing", + "ĠSe ven", + "Ġn uts", + "Ġr ic", + "ass ignment", + "Ġcalcul ator", + "ĠMur phy", + "ĠB ou", + "í Ħ", + "Ġbut t", + "Ġt icks", + "Project s", + "il ib", + ".text Color", + "m ov", + "_log o", + "( template", + "ĠIN IT", + "Ġimage View", + "scri ptions", + "OR ITY", + "Con sumer", + "Ġun precedented", + "Ġtour ist", + "Ġbr on", + "Ġcontract or", + "Ġlic ence", + "ĠN am", + "æ ¯", + "( transform", + "_AT T", + "P ref", + "ĠG am", + "Ġvess els", + "Ġh av", + "L ater", + ".To Lower", + "Ġurl s", + "Ġbreak down", + "Ġpen alties", + "Ġf oster", + "ĠU E", + "Ġcl ue", + "com ed", + "åIJį 称", + "-m ain", + "Ġp ts", + "Ġcount ed", + "ict s", + "/ post", + "Ġget attr", + "Ġp ing", + "ANCE L", + "Ġp ec", + "Ñħ од", + "ant om", + "ĠBlue print", + "ĠEvent Emitter", + "Ġl ä", + "æ ²", + "Ġstr aw", + "( comp", + "' une", + "> N", + "- client", + "es Module", + "-b ase", + "Ġret reat", + "_s imple", + "ĉĉĉĉĉĉ Ġ", + "fe e", + "') čĊčĊ", + "Control Item", + "Ġsubscri bers", + "ple ase", + "ĠE ff", + "Ġp ound", + "ĠBy tes", + "ĠTe a", + "_ activity", + "Ġmax im", + "Ġop code", + "B SD", + ". constant", + "; }", + "omb res", + "Ġcare ers", + ") .ĊĊĊĊ", + "Ġsp reading", + "-exp anded", + "ĠOr d", + "amar in", + "Ġmob ility", + "Un fortunately", + "ak k", + "N L", + "_ redirect", + "ĠP G", + "ĠS ensor", + "b ol", + "t ap", + "_MEM ORY", + "ĠUI Alert", + "plit ude", + "We bsite", + "ĠLog o", + "lo ve", + "[ ind", + "Ġalto gether", + "Ġwonder ed", + "Ġes per", + "ĠLib eral", + "Ġo ss", + "Ġel it", + "Ġst iff", + "od ox", + "_ment ions", + "ĠDou glas", + "_p id", + "ĠC K", + "ĠinitWith Frame", + ".b log", + "p kg", + "ang hai", + "QUI RED", + "u u", + "Ġm kdir", + "AT AL", + "Ġun h", + "in ces", + "st h", + "Ġhypo thesis", + "Ġc ata", + "ĠT B", + "ĠCl ar", + "Ġpre decess", + "Ġsitu ated", + "-w orld", + ")) /", + "Ġhead lines", + ".st at", + "Ġout break", + "sp ath", + "_FLAG S", + "ĠServlet Exception", + "S un", + "F ROM", + "ĠD ir", + "ãĥ»ãĥ» ãĥ»", + "_co ord", + "ĠOpt im", + "Mon itor", + ".b it", + "XX X", + "Ġtod as", + "f eld", + "ÑĢ и", + "im ir", + "Ġpolit ically", + "Ġmolec ular", + "Ġtrad ed", + "Ġ{{ $", + "ĠSw edish", + "Ġ'@ /", + "_RE AL", + "Ġw arehouse", + "t oday", + ", L", + "or p", + "< section", + "- br", + "ym e", + "ĠUser Service", + "Ġlib erty", + "Ġmoment o", + "( Image", + "< size", + "S ch", + "Ġj og", + "i ology", + "arent ly", + "Ġquant um", + "ĠAb u", + "Ġr im", + "Ġman a", + "Font Size", + "Build ing", + "st airs", + "AIL ABLE", + "Ġ& '", + "Ġs ect", + "Ġs igh", + "(b atch", + ".I Container", + "p oll", + "ĠCor ps", + "Î µ", + "ar u", + "ĠK ay", + ".r ange", + "_click ed", + "ĠRobert s", + ".N etwork", + "fin ish", + "- Man", + "Ġcolleg es", + "ĠF ine", + "\")) ,Ċ", + "f ilm", + "Ġrem inded", + "Ġgest ure", + "out il", + "Ġthread ing", + "Ġobj et", + "Ġt ours", + "activ ated", + ".m kdir", + "= user", + "Ġre de", + "f ü", + "_SY STEM", + "p v", + "Ġcon gr", + "Ġmass asje", + "Ġpract ition", + "Un iversity", + "Ġtab index", + "Ð ĺ", + "S ets", + "Ġcount ies", + "g uest", + "f an", + "Ġword en", + ".d i", + "на Ñĩ", + " ¿", + "ig Decimal", + "Ġsh ore", + "Ġg ö", + "Ġrep airs", + "Ġhelp ers", + "Ġcenter ed", + "OL LOW", + "Ġmap StateToProps", + "Ġc ents", + "< A", + "Ġexpect ation", + "Oct ober", + "Ġbg color", + "ca les", + ".C ON", + "ĠV el", + "Ġcry ing", + "-se ason", + "Ġfunction ing", + "_LOC ATION", + "ü ss", + "ber y", + "Par a", + "omin ator", + "- le", + "Ġeth ical", + "has htags", + "emp lo", + "Ġn úmero", + "( activity", + ".St op", + ".str ftime", + "IL D", + "Ġto e", + "ĉ Node", + "\") čĊčĊ", + "ĠPu erto", + "Ġexec uting", + "ĠG UID", + "Ġoppos ing", + "al ph", + "Ġexhib it", + "_fl ash", + "Ġme ille", + "Ġjson Object", + "H ero", + "aint ed", + "_D OM", + "Ġw il", + "Ġslo pe", + "Ġm Ã¥", + "ĠIraq i", + "Ġorgan ize", + "ĉj Query", + "H UD", + "sh ine", + ". we", + "ĠSk ills", + "pons or", + "Ġcon clusions", + "Ġre forms", + "Ġrel uct", + "n amed", + "ĠOl iver", + "Ġ// }Ċ", + "- looking", + "Ġf og", + "ĠH O", + "ĠF ried", + "Ġinev itable", + "ĠData GridView", + "H our", + "il les", + "log ical", + "Ġconnect ivity", + ".tw ig", + "ĠK yle", + "(d st", + "- Sh", + "ĠStud ios", + "( Level", + ".j et", + "_PRO TO", + "-de coration", + "OT HER", + "Ġread ily", + ".Param eter", + "Ġmultip ly", + "ĠL IB", + "ar med", + "Ġsoon er", + "æ Ħ", + "_ ES", + "Ġfoss il", + "ĠA nc", + "âĢľ This", + "l odash", + "Py thon", + "Ġhist ogram", + "west ern", + "Ġinf ant", + "Ġco ordinator", + "Ġn ib", + ": m", + "Ġres pected", + "Ġdef init", + "& T", + "_p ad", + "ĠTr igger", + "th al", + "Ġimage Named", + "Ġbeat en", + "ĉ rc", + "ĠPal ace", + "Ġhaz ard", + "Ġisol ation", + "_ rc", + "cont re", + "OUT PUT", + "Ġre ign", + "ĠPl ate", + "AT ES", + "Ġfl ux", + "Ġpack s", + ".get Selected", + "Ġparticip ated", + "Ġneed le", + "-de pth", + ":::: ::", + "-l aw", + "ins pace", + "on itor", + "= no", + "ĠAt omic", + "ĠBr ain", + "Edit able", + "-s c", + "red ential", + "ĠP erry", + "k ie", + "Ġ ----------Ċ", + ".st roke", + "( Intent", + "Ġun ity", + "um lah", + "F urther", + "Ġpr ze", + "Ġs ø", + "ãĤ Ĭ", + "ĠPROC UREMENT", + "ĠH ousing", + "Ġatt orneys", + "Ġcomp ose", + "atter ing", + "\" What", + "dra ul", + "Ġstraight forward", + "In stant", + ".J TextField", + "Ġtr ades", + "л а", + "Ġ{ !", + "Ġl ately", + "IM G", + "ĠA ld", + "ĠIN NER", + "Ġcart oon", + ".S ource", + "F ALSE", + "Ġd ough", + "f en", + "( rect", + "Data Table", + "N ick", + "ĠBut ter", + "read s", + "_com ments", + "EN V", + "ĠConnect icut", + "-F IRST", + "ĉĉĉ ĠĠĠĠĠ", + "ach i", + ".M sg", + "re ction", + "Ġrelax ed", + "Ġsha ft", + "Ġe f", + "ĠAdd ing", + "Ġbre ach", + "Ġ ï¼ļ", + "ram a", + "Ġconduct ing", + "Ġ( ;", + "(g l", + "ĠCA USED", + "ash i", + "ĠF LAG", + "ĠCom merce", + "ĠIN TEGER", + "h ours", + "ĠSchool s", + "Ġn ucle", + "Ag ain", + "pro j", + "Ġsevent h", + "EMPL ARY", + "(m ock", + "'] ,čĊ", + "_S PEED", + "> false", + "Ġsp a", + "ĠN ear", + "ì ķ", + "Ġintr ig", + "_m embers", + "w ave", + "Ġanalyst s", + "_O S", + "ed in", + "ĠF ri", + "Ġretrie ved", + "Reg ular", + "_ obs", + "EX PORT", + "')}} \"", + "\" class", + "__ ((", + "b ucket", + "Ġst ro", + "ĠP atch", + "yst ick", + "ful ness", + "ap os", + "D a", + "ĉĉĉĉĉ ĠĠĠ", + "Ġen rich", + "un ordered", + "h ole", + "C ong", + "< Product", + "ĠC urt", + "( the", + "_l ower", + "Ġavoid ing", + "Ġbu zz", + "Ġv iable", + "ub a", + "- is", + "are l", + "Ġact ed", + "-d etails", + "ภĩ", + "ĠThe ory", + "ĠP un", + "ĠAn onymous", + "... \"Ċ", + "è res", + "åı ¯", + "ĠV ision", + "_se m", + "ash a", + "Ġcelebr ity", + "Ġend Date", + "Ġpop ulate", + "Ġcu is", + "qu ant", + "f loor", + "Ġglob ally", + "Ġcru ise", + "ĠStan ley", + "Ġb ikes", + ".get Connection", + "Ġpoor ly", + "_ other", + "amp ing", + ".\" );ĊĊ", + "od i", + "_A DMIN", + ".color s", + "ĠG aming", + "> ';ĊĊ", + "STR UCT", + "Q R", + "ID s", + "(arg uments", + "_a ux", + "( Event", + "_PR IVATE", + "ĠTre k", + "Ġdownload s", + "m utable", + "_STR UCT", + "(w x", + "Ġdom ains", + "js px", + "ĠVi agra", + "Command s", + "J s", + ".c fg", + "Content Pane", + "ĠEdit Text", + "à¥į à¤", + "Att ach", + "ĠAR M", + "posit ive", + "ĠGener ated", + "Ġse ized", + "= :", + "Ġelectron ics", + "ĠApp Component", + "/ ',Ċ", + ".equals IgnoreCase", + "Do ctrine", + "d isk", + "ĠPolit ical", + "CH O", + "< F", + "ĉ height", + "ĠB ug", + ". le", + "ik h", + "Ġmill iseconds", + "Ġconstit u", + "m ag", + ".n l", + "-r ange", + "ang gal", + "', [", + "ropol itan", + "Ġà ľ", + "ĠU C", + ".d esc", + "-L AST", + "f stream", + "ib il", + "Ġf ier", + "VER Y", + "Ġë ³", + "IR T", + "_ UI", + "( abs", + "Ġkne es", + "Ġro okie", + "ĠV ac", + "are na", + "comm end", + "- \\", + "ĠSUB STITUTE", + "So ft", + "Ġpart ir", + "we alth", + "è¦ ģ", + "(d ataset", + "ĠCl imate", + "- show", + "Ġreli ability", + "_ch unk", + "ä» £", + "_st ock", + "ĠEX EMPLARY", + "ï¸ ı", + "Ġv ÃŃ", + "Ġsm iled", + "Ġdr ill", + ".F unction", + "ĠS I", + "Ġreg ression", + "- X", + "ĠJ ar", + "p ref", + "ĉs uccess", + "ĠHit ler", + "Ġinst inct", + "Ġfem mes", + "Ġlo ver", + "< Ċ", + "Ġmulti plier", + "r il", + "Res ize", + "ĠAuthor ization", + "ĠK an", + "Dispatch ToProps", + "Ġc rops", + "t okens", + "ec n", + "ential ly", + "ĠINTERRU PTION", + "f ake", + "Und efined", + "ĠA K", + "ĠTest Case", + "Ġr ab", + "Ġtor rent", + "ĠO t", + "B ars", + "Ġlect ure", + "Ġen jo", + "Ġrespond s", + "Ġindex ed", + "Of Work", + "_ch ain", + ")) ->", + "ĠBeaut y", + "Ġ` <", + "Ġtouch ing", + "Ġ| --", + "ĉf lag", + "normal ize", + "Ġtr apped", + "Ġestablish ing", + "/b uild", + "A J", + "f y", + "- react", + "av n", + "RI PTION", + "Ġk ut", + "ĠF ashion", + "ĠIn form", + "cur ities", + "< byte", + "ĠUkr ain", + "Ġs ug", + "Ġconsist ing", + "ood le", + ". ctx", + ".To List", + "Ġcomment ary", + "Ġtransf ers", + "Ġn ost", + "ih ad", + "ĠU pper", + "Ġconf using", + "miss ing", + "- cl", + "Ġbound ing", + "Ġcongress ional", + "Ġreve aling", + "d h", + "r up", + "Ġt res", + "re peat", + ", ĊĊĊĊ", + "_t ac", + "Ġexp ed", + "G irl", + "h orizontal", + "Ġ\"../../ ../", + "( option", + "Ġwe iter", + "ĉs ql", + "Ġ=> {Ċ", + "Ġgar lic", + "Ġre pr", + "Ġrepl ies", + "( prop", + "Ġspir its", + "Ġins pire", + "Ġbas ement", + ".re ject", + "Ġhint s", + "Ġpoll ing", + "ĉ ĠĊ", + "_r ating", + "Ġc ath", + "av ier", + "Ġcomp ressed", + "ĠV S", + "] '", + "Ġjud icial", + "ĠT rend", + "tr aining", + "EST AMP", + "ogn ition", + "Ä ģ", + "SE NT", + "vent ions", + "Ġconsult ant", + "um ph", + "Ġuser Service", + ", NULL", + "k h", + "D ear", + "_B AD", + "it ations", + "Ġmet aph", + "' é", + "and ise", + "-f ont", + ".ch art", + "Ġs g", + "_ Controller", + ".j peg", + "ĠUL ONG", + "ĉg ame", + "( ss", + "ĠM aj", + "ĉg o", + "ĠS ad", + "ĠB erg", + "ĠM ine", + "P ack", + "Ġres istant", + "ĠR OM", + "Ġp eg", + "ĠStan ford", + "ĠY ahoo", + "Ġsca led", + "Ġl an", + "= []", + "\"/ > ččĊ", + "Ġs ud", + "ĉ background", + "Ġsch olars", + "-m uted", + "ar á", + "Ġ= ====", + "Ġ__ __", + "C reat", + "ene ver", + "/w p", + "ĠV PN", + "Error Code", + ") ],Ċ", + "(b uilder", + "ĠEn emy", + "S ensor", + "us a", + "Ġtr iggers", + "Ġplayoff s", + "_RE Q", + "Ġ( ~", + "ĠBar ry", + "Ġperman ently", + "ĠR UN", + "Ġb ure", + ".Fat alf", + "Ġch ick", + "ĉ panic", + "ps i", + "ok a", + "éĢ ī", + "> [", + "Ġunderstand s", + "ĠJun ior", + "ĠIN FO", + "= mysqli", + "ust ain", + "-s ource", + "s erv", + "ĠC REATE", + ". au", + "Ġsell s", + "ĠĠĊ ĠĠĊ", + "E urope", + "z w", + "pre h", + "ĠNS A", + "Ġx y", + "ภ´", + "ĠB eyond", + "Inst ead", + "Non Query", + "Ġar ise", + "Ġavoid ed", + ".em place", + "_model s", + "} ),Ċ", + "Ġh id", + "Ġ& _", + ".p oints", + ".get Width", + ".Ex ec", + "Ġ// //", + "ĠS essions", + "... \\", + "ĠCol omb", + "Ġacceler ation", + "rest ore", + "Ġ ile", + "ob ic", + "< Node", + "ĠD X", + "ĠBes ides", + ". age", + "ĠCont ains", + "N ational", + "ĠIm plementation", + "Ġeff ic", + "ĠR M", + "H y", + "ĠWed ding", + "ok ies", + "Ġrec ursive", + "Ġprosec utors", + ".Se lection", + "ĠForm ula", + "Been Called", + "[i i", + "ĠFr an", + "Ġtraged y", + "_F EATURE", + "Ļ ¨", + "comp ass", + "ĠB h", + "? ĊĊĊ", + ".w riter", + "ĠH our", + "Db Context", + "io v", + "am on", + "re pr", + "é ĥ", + "ĉf i", + "'] ]", + "ĠD ry", + ". ro", + "ĠO bserv", + "æł ĩ", + "Form er", + "ĠB alance", + "ĉ json", + "Ġpr zy", + "I SS", + "( sock", + "ĠL INE", + "Ġde ce", + "Ġal ly", + "Ġtend ency", + "F un", + "Ġschem es", + "Ġinter ven", + "æĺ İ", + "Ġad verse", + "quote lev", + "Ġsacr ific", + "_s ide", + "Ġmut ex", + "AG IC", + "Ġocc urring", + "ĠCommunic ation", + "um ar", + "ç¼ ĸ", + "ĠTreat ment", + ".p erson", + "ĠL C", + "Ġe ch", + "( (\"", + "ĠDise ase", + "ä d", + "ĠA Z", + ".A ccount", + "Ġcontinu ously", + "END ING", + "ĠRET URN", + "- string", + ".f ilename", + "syn thesize", + "Res ponder", + "( opts", + "reg s", + "Ġn uest", + "Pe er", + "// ------------------------------------------------", + "Ġg auge", + "ĠK in", + ".s chema", + "Ġarr ange", + "ĠBl ake", + "_Type Info", + "C over", + "ĠHamp shire", + "P aper", + "-in ner", + "util ity", + "Ġcross origin", + "F OR", + "Ġign oring", + "ĠD D", + "av an", + "Ġtrad itions", + "Ġget String", + "Ġeth ics", + "ĠMaterial s", + "DE SC", + "Ġen zym", + "io let", + "ĠCh ip", + "ĠMc Donald", + "Ġn erve", + "ç Ħ", + "\") ]", + "æ± Ĥ", + "ĠS ugar", + "_S IM", + "j peg", + "Ġdiscret ion", + "ĠT N", + "bo ve", + "ĠMin imum", + "ĠForm Group", + "Ġwork force", + "ĠExec ution", + "err er", + "ĉ ĠĠĠĠĉ", + "Ġpres cribed", + ".Text Align", + "OP EN", + "ĠP B", + "im ity", + "ĠEx ternal", + "° C", + "ĠApplication Controller", + "Ġb arr", + "imp licit", + "_d ot", + "ĠCol on", + "C OLOR", + ".Pro ject", + "* }Ċ", + "pl aint", + "get Text", + "Ġindivid ually", + "Ġcheck box", + "U Y", + "ĠL amb", + "Ġdys function", + "ĠL ar", + "à °", + "ĠCre ating", + "');ĊĊ Ċ", + "\" They", + "loc ations", + "_C ORE", + "Inter action", + "umbn ails", + "ĠPart ner", + "b rit", + "Ġless er", + "ĠSl ot", + "set Attribute", + "ĠW ave", + ".p o", + "/ store", + "Ġbrows ing", + "_p d", + "sum e", + "s ed", + "Cur ve", + "Ġpl asma", + "Ġsusp icious", + "ìĿ ¸", + "ĠB ah", + "ĠExp licit", + "_C C", + ".Client Size", + "\\ View", + "Ġsub stit", + "lo on", + "ĠG AME", + "ĠB rid", + "Ľ 建", + "_ User", + "Ġsqu ares", + "f one", + "Ġsac red", + "ug hs", + "] interface", + "ĠTh row", + "ĠK irk", + "Ġemp ire", + "Ġassess ed", + "T ax", + "ĠHe aven", + "-b uffer", + "_STAT IC", + "én é", + "-b ordered", + "Ġpun ct", + "(m ode", + "Ġke ine", + "S ent", + "ĠCal cul", + "ĠE ve", + "Ġsty lish", + "Ġoil s", + ".Test Case", + "Ġtrad emark", + "Ġliter ary", + "Ġconcentr ations", + "ĠRel ations", + "( Class", + "Ġstd in", + "Ġv æ", + "back up", + ". VERSION", + ".AutoScale Dimensions", + "st arter", + "Transaction al", + "- panel", + "St udio", + "k c", + "ĠCh amber", + "ĠSpi el", + "Ġr ho", + "ا ÙĦ", + "! '", + ".At tributes", + "Ġmurder ed", + "apeut ic", + "Ġint imate", + "Ġtext Field", + "ĠBuff alo", + "d ummy", + "\" %", + "ĠLib erty", + "ob ar", + "ĠT ank", + "ĠPop ular", + "erv isor", + "ĠIn iti", + "ĠM all", + "ĠP rior", + "C AP", + "ĠCl ay", + "ĠCert ificate", + ".L ock", + "-st rip", + "-dr iven", + "/ all", + "ĠMessageBox Buttons", + "_SE CRET", + "_p b", + "Ġr ats", + "ा à¤", + "Ġn t", + ".R outer", + "_top ic", + "Ġt ennis", + "ĠP UBLIC", + "ĠActiv atedRoute", + "Ġ' ,Ċ", + "Ġcost ume", + "Ġj okes", + ". Handle", + "ĉ byte", + "Ġflav ors", + "( cc", + "Ġperson as", + "ĉ image", + "ĠN azi", + "Ġgram mar", + "Ġú lt", + "Ġval ve", + "Ġv ic", + "ĠR achel", + "_in valid", + "P refs", + "std int", + "(r oute", + "Ġhtml specialchars", + "Ġpe oples", + "pl ine", + "Ġn v", + "ĠQu ant", + "opp ers", + "Ġcurrent User", + "ĠC atal", + "Ġrecon c", + "Ġconj unction", + "l x", + "amb urg", + "Ġinflu ential", + "d anger", + "ind ers", + "Ġ% @\",", + ".config uration", + "os ome", + ". identity", + "Ġpick er", + "n ost", + "ĠDI Y", + "Aug ust", + "ab lo", + "Le af", + "ĠRec o", + "ck o", + "DO C", + "ĠH erm", + ": any", + "ĠInt erview", + "ĠT ex", + "x fe", + "( work", + "Ġle ap", + "He ading", + "Ġqu arters", + "\\ Bundle", + "re b", + "Per haps", + "ĠG mbH", + "B irth", + "ĉ sum", + "ĠWat son", + ".n il", + "ç ¡", + "{ }ĊĊ", + "ica id", + "Get ter", + "\" name", + "Ġ\" čĊ", + "_n one", + "z m", + "ac ute", + "uest o", + "Ġs ous", + "Ġre build", + "Ġnewsp apers", + "ĠH az", + "Ġk its", + "if o", + "Bl ur", + "Ġsu ited", + "- In", + "à ¯", + "ĠKe ith", + "ĠNor way", + "IN IT", + "ire ccion", + "iet ies", + "_us age", + "ĠDou g", + "r ise", + "Ġtr illion", + "im ited", + "ĠR EL", + "al ic", + "Ġcritic ized", + "the orem", + "Ġce ase", + "Ġsid ew", + "ĠT erry", + "Ġsubs idi", + "Ġfirm ly", + "Ġaw s", + "Ġh ott", + "Ġdress ing", + "bad ge", + "ĠApp lications", + "è¿ ĶåĽŀ", + "Ġlaugh ed", + "Ġh obby", + "Ġmus icians", + "Ġ* .", + ". placeholder", + "Ġcount ers", + "ĠCap itol", + "SD K", + "Ġhel met", + "and box", + "qu it", + "Ġcriminal s", + "Ġteen ager", + "( update", + "G l", + ".se lection", + "Ġdis charge", + "Ġpresent ing", + "ufact urer", + "_UN KNOWN", + "Ġstress ed", + "å Ļ¨", + "Pro to", + "_cor rect", + "ha us", + "Ġren ov", + "Ġfire arms", + "Ġtechn ically", + "-b rowser", + "Ġc andy", + "St roke", + "Ġexec utor", + "Ġocc urrence", + "ĠIP v", + "_INTER FACE", + "ĠRetrie ve", + ".b ad", + "Ex change", + "Nav bar", + "ĠK id", + "(get ApplicationContext", + "_ST OP", + "ĠB oss", + "List eners", + "Ġshoot er", + "ĠAl b", + "ä ch", + "Ġp ix", + ".key Code", + "al one", + "Ġabs urd", + "ĠC um", + "ĠNewton soft", + "ik t", + "Ġlaugh ing", + "Ġcapital ism", + "ree Node", + "T x", + "_QU ERY", + ".S leep", + "( login", + "Web Element", + "Ġcelebr ating", + "Ġde precated", + "Ġma ar", + "Ġart istic", + "_ASS OC", + "ĠBorder Radius", + "ĉw p", + "Ġsurviv ors", + "In ner", + "- red", + "Ġprosec ution", + "_ pp", + "(\" $", + "Ġcomm a", + "un checked", + "graph ics", + "r ors", + "G ROUND", + "( public", + "Ġcustom ized", + "ĠArk ansas", + "ĠR ew", + "Ġexp iration", + "× ķ", + "ĠC ul", + "Ġn ons", + ".F ilter", + "Ġsen ator", + "_def inition", + "ash ington", + "ym ph", + "/ J", + "Ġf use", + "ram id", + "ĠSup plier", + "Ġaut ocomplete", + "Ġ} ),", + ".\" ĊĊĊ", + "_function s", + "ĉ to", + ".e val", + "ĠT Object", + "Re ferences", + "Ġhe ated", + "H AL", + "Ġ)) }Ċ", + "} $", + "ĠB arr", + "_UN IT", + "+ $", + "Ġget Value", + "ip ed", + "ch ied", + "(v m", + "c ue", + "_int eger", + "_c ourse", + "th ird", + "Ġrevis ed", + "** /Ċ", + "_D IRECT", + "Out Of", + "(\" (", + "ĠFe el", + "Ġre ass", + "Ġsub title", + "per i", + "n f", + "Ġenjo ys", + "Ġtreat s", + ") this", + "-t abs", + "anc ers", + "Ġcontin ent", + "Ġcard io", + "S er", + ". question", + "Ġph rases", + "Valid ators", + "Ġpop ul", + "Ġl ÃŃ", + "s ong", + "_IN TERNAL", + "Ġadvis er", + "Ġp uzz", + "Ġambit ious", + "ĠT ob", + "ĠD P", + "Ġpres idency", + "Ġsurre nder", + "Ġwatch es", + "_b inary", + "ĠSo on", + "Ġcan ada", + "(\" \")Ċ", + "] ='", + "ĠBr andon", + "eps ilon", + "r w", + ".add Child", + ".C opy", + "Pr incipal", + "Ph otos", + "Ġmarg inal", + "Ġbas ics", + "e ing", + "M ust", + "_ String", + "Ġo le", + "M agento", + ".c ustomer", + "(p rev", + "ภ¥", + "Ġlo yalty", + "C og", + "Ġprot ocols", + "ĠCom panies", + "Ġtheoret ical", + "Ġaccess ing", + "ĠZ en", + ". ones", + "att ice", + "_w orld", + "z es", + "Ġtatto o", + "Ġmen os", + "Ġinter sect", + "\"] ;ĊĊ", + "bel ie", + "Ġin active", + ".read line", + "-label led", + ".d one", + "lick r", + "ĠW ORK", + "Ġderiv ative", + "Ġd atabases", + "âĤ Ĥ", + "Ġs x", + ".is Array", + "Ġy s", + "Ġp ada", + "ĠBul let", + "(` /", + "is Active", + "ĠCG Size", + "(equal To", + "ĠColum bus", + "Ġmar ry", + "DE V", + "_l imits", + "ron es", + "I AS", + "Ġt au", + "min o", + "_W rite", + "ĠW ine", + "Ġ[ ['", + "ĠP ull", + "rit ers", + "ri ents", + "Ġsh ifting", + "up p", + "_TIM ER", + "ĠCondition s", + "Ạ¥", + "ĠOr ders", + "ĠSt rength", + "æī Ģ", + "Ġvalid ity", + "Ġf ot", + "et ur", + "Ġb olt", + "åĨ ħ", + "ĠAl ong", + "os hi", + "Ġassum ptions", + "Ġmag azines", + "_S PI", + "Ġp unt", + "_PRO DUCT", + "Ġrel ay", + "ĠJ avascript", + ". te", + "- es", + "Ġwidget s", + "(f s", + "< Item", + "_ex tra", + "Ġrecru iting", + "E t", + "Ġnecess ity", + "p w", + "Ġnov els", + "uss els", + "Cre ator", + "ĠM VP", + "ĠO C", + "th ood", + "cl ients", + ")) *", + "Ġcharacter ized", + "_SE ND", + "ut i", + "T y", + ".from Json", + "@ Service", + "ãĤ Ĥ", + "Ch ris", + "_ Is", + "ĠJohn ny", + "Ġclean er", + "ĠInitial izes", + "UN K", + "( axis", + "еР·", + "ie val", + "ĠWar riors", + "} )(", + "DM I", + "âĻ Ģ", + "ĠTre asury", + "Ġfe as", + "Ġsl a", + "_EN UM", + "l hs", + "ĠIn stit", + "ipp ers", + "Line ar", + "Re ading", + "quir ies", + "-c ell", + "ch rome", + ".S earch", + "IN A", + "ç±» åŀĭ", + "ĠĊ ĠĊ", + "ĠSam uel", + "Ġmill s", + "Ġdon ate", + "ĠGe o", + "( rows", + "Ġshe ep", + "Ġé l", + "ä½ ĵ", + "Ġb em", + "_UN USED", + "ĠR CC", + "Ġintrodu cing", + "att a", + "ĠP riority", + "ĠF B", + "ĠSer ge", + "> \";", + "atch ing", + "ĠKnow ledge", + "ĉ The", + "; margin", + "less ness", + "op ard", + "um atic", + "() ));čĊ", + "Ġf als", + "(c ache", + "Type Id", + "éĢ ļ", + "_ choice", + "ĠGo th", + "ĠS ites", + "M G", + "_b order", + "Ind ices", + "Compar er", + "ĠRed istribution", + "Ġclo set", + "Ġvers atile", + "Input s", + "**************** ****", + "Ġob esity", + "qu iz", + "gr a", + "(g lobal", + "åĬ ¡", + "Ġcollect or", + "Ġk or", + "ov able", + "AD C", + "ĠEvent Handler", + ". nc", + "Ġplay back", + "ient os", + "_p erm", + "_W ARNING", + "ĠOlymp ics", + ".n orm", + "ĠBroad cast", + "_sm all", + "dr ive", + ". iloc", + "Ġtyp ed", + "M EM", + "_con s", + "DM ETHOD", + "Ġl un", + ".d istance", + "(p ar", + "po on", + "Ġb ast", + "activ ities", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + ": čĊčĊ", + "S ER", + ") &&", + "_l st", + "ĠPol ish", + "Ġknock ed", + "Ġfrustr ation", + "au kee", + "Ġph osph", + "iqu id", + "_c oeff", + "æŃ ¤", + "L atest", + "ĠD ust", + "T ipo", + "Ġmaint ains", + "Ġmar sh", + "inc inn", + "l bl", + "C are", + "Ġneighborhood s", + "_g pio", + "ĠAr senal", + "D em", + "ĠW he", + "_h ook", + "Ġl dc", + "ĠHar per", + "ĠBer keley", + "Ġgrad uated", + "Per cent", + "Ġarr iving", + "ĠAdvent ure", + "(s cope", + "(' *", + "qu arter", + "ĠMar ie", + "Spe aking", + "_code gen", + "Ġimm un", + "c aster", + "ãĤ Į", + "åķ Ĩ", + "ĠDim ensions", + ".rec ord", + "Ġtext o", + "ĠMich elle", + "P ending", + "( by", + "_P AR", + "uch t", + "be e", + ".Th read", + "amp ire", + "k now", + "ĠClin ical", + "Ġmargin Bottom", + "Ġdistingu ish", + ".F ull", + ". undefined", + "ĠSequ elize", + "################################################################ ############", + "Ġeduc ated", + "_O VER", + "åº ı", + "ĠÂł ĠÂł", + "_e ach", + "Ġur ge", + "de part", + "Ġdon ors", + "ĠA u", + "Ġbill ions", + "Ġbelong ing", + "_ age", + "_ Int", + "Ġsub stances", + "m achine", + "!! !ĊĊ", + "Ġjson ify", + "ib bean", + "ĠC ad", + "Ġend Time", + "Ġc ycling", + "ĠUIT extField", + "Ġle verage", + "Ġvan illa", + "e at", + "La unch", + "( pt", + "st ates", + "ĠControl s", + "ĠRes pons", + "ĠJ ake", + "Ġas leep", + "fort unate", + ".next Line", + "Size Mode", + "ìĿ ¼", + "Testing Module", + "G erman", + "ĠInvest ig", + ".re verse", + "ĠB ACK", + "( DateTime", + "Ġnon profit", + "ĠEx pect", + "Ġt anto", + "'] ),", + "ĉ the", + "M ultiple", + "(get Activity", + "_W AIT", + "Ġj á", + "de cor", + "lev ance", + "ĠGit Hub", + "min ation", + "_qu antity", + ".Sc anner", + "ĠL ion", + "éĶĻ 误", + "Ġd re", + "Ġtan tra", + "Ġcontent Type", + "Ġf id", + "_ alt", + "NS IndexPath", + "- pl", + "åĮ ĸ", + "Ġantib iot", + "table s", + "ac ial", + "ĠReg istry", + "Ġol ive", + "ig ers", + "Ġsubscri ber", + "_p res", + "ĠSy ntax", + "Ġlo vers", + ". Byte", + "old ers", + "_for ward", + "al ways", + "C aption", + "Pr iv", + "ĠT ampa", + "is ateur", + "-labelled by", + "ĠTo String", + "Ġì Ĥ¬", + "Ġinit iated", + "W F", + "Ġinstitution al", + "in ject", + "ĠSc r", + "Ġdo ctrine", + "Ġsp acious", + "is ure", + "ĠAn a", + "\" time", + "ess aging", + "Ġc id", + "ĠN an", + "Ġin complete", + "T AG", + "-b uild", + "Dec ember", + "Ġres idual", + "(P DO", + "ĠList en", + "Ġg lyph", + "Ġg aps", + "ne a", + ".R ect", + "Ġsa u", + "ĠPhot ograph", + "Ġexec utable", + "ĠExp ert", + "Cor outine", + "_s izes", + "ĠN L", + ".is Valid", + "); }Ċ", + "- reg", + "Ġc iting", + "c wd", + "ĠOtt awa", + "ĠB att", + "Ġrenew able", + "Ġprelim inary", + "Ġas ylum", + "Ġw rist", + "Ġutil iz", + "Ġdet ention", + "F ast", + "Ġan ge", + "incinn ati", + "Ġste ering", + "ĠNa N", + "ios ity", + "/ page", + "Ġè ¿", + "ster ol", + "Ġdis g", + "( DB", + "ĠDESC RIPTION", + "Ġ_ $", + "Ġobst acle", + "Ġb izarre", + "Ġextr action", + "_ex pected", + "Ġlos es", + "ĠCele br", + "Ġhtml For", + "Ġexplo it", + "олÑĮз ов", + "XY Z", + "Ġmagn et", + "amp ed", + "Ġat oms", + "S ources", + "pect ives", + "Ñģ ли", + "Ġ= čĊ", + "Ġd are", + "ĠWal ter", + "Ġbright ness", + "Ġan notations", + "ë ı", + "is ke", + "S chedule", + ". images", + "ros so", + "Ġ\" ..", + "g amma", + "Ġin structor", + "Ġover write", + "- am", + "Ġdevast ating", + "ĠSaint s", + "Ġh s", + "Ġbon uses", + "$ output", + "ij d", + "(Action Event", + "mon itor", + "Ġmatt ress", + "Jan uary", + ".j p", + "Ġcar acter", + "Ġim pose", + "_re st", + "ĠSign ature", + "Ġcoron avirus", + "ãģ Ĭ", + "_com pare", + "Me asure", + "it ated", + "el ijk", + "ig os", + "es ar", + "Ġrush ed", + "met ry", + "_SE PARATOR", + "_W E", + "_ATTR IBUTE", + "Ġy aml", + "Ġspec s", + "ĠR ah", + "ph eric", + "ĠInvest ment", + "ä ll", + "Ġappe aling", + "Ġview port", + "ç ©", + "Ġmargin Left", + "Ġsub tract", + "ĠED IT", + "ĉ ArrayList", + "gr ading", + "ĠF ailure", + "as per", + "EE K", + "(n ow", + "< object", + "ĠAl ignment", + "ple ado", + "q tt", + "( ERROR", + "ĠIN VALID", + "Ġuser id", + "ra ises", + "ID I", + "Ġvari ance", + "ĠN il", + "/ delete", + "_M AIN", + ".T oken", + ".C ategory", + "> )Ċ", + "Coll ision", + "ĠGre ater", + "ĠR acing", + "al an", + "Ġmon etary", + ", new", + "ĠS orry", + ". Enable", + "ĠInstant iate", + "oll en", + "ë© ´", + "ĠCall ing", + "_h our", + "AD A", + "Ġsh y", + ") **", + "Ġ== >", + "Ġes pecial", + "Ġinterpre ted", + "! =\"", + "Ġpharm acy", + ".s ingle", + "ĠC ialis", + "Ġpar as", + ".to UpperCase", + "ĠDem on", + "Pr ime", + "Ġrank ings", + "Add ing", + "_H ASH", + "ĠEx am", + "Ú ©", + "ĠVict or", + "Ok ay", + "\"] ;čĊ", + "Ġfort une", + "ĠF ETCH", + "exp and", + ".Inter op", + "Ġb arn", + "æ ¶Ī", + "ue vo", + "Ġspec ulation", + "âĶĢâĶĢ âĶĢâĶĢ", + "ĠN u", + "ĠBl ues", + "(f name", + "Ġinhab it", + "Ġ\\\" %", + "C ES", + "ular io", + "_c r", + "Ġvalid ated", + "Ġmid night", + "ank ing", + "Ġincorpor ate", + "Ġpurs uit", + "EX P", + "pr ime", + "P id", + "- US", + "ĠN urs", + "ĠW heel", + "é ĺ", + "Ġin p", + "Ġsupport ive", + ".m ember", + "ĠSh ot", + ".Check Box", + "Ġaff irm", + "T or", + "Full Year", + "Ġconsider ably", + "cred entials", + "_ opts", + "R oll", + "( round", + "Ġcom ent", + "_U ART", + "Ġext ending", + "R G", + "result ado", + "it u", + ".get Session", + "Ġattr action", + "& D", + "$ html", + "ĠJess ica", + "ĠAssoci ate", + "a ñ", + "_ ed", + "ĠL ag", + "Ġorig ins", + "()) ->", + "add EventListener", + "IAL OG", + "åIJ ¦", + ".Com pare", + "Al bum", + "ĠK u", + "< Q", + "arg est", + "Ġpro long", + "Ġconfig urations", + "Ġaccident ally", + "_ph oto", + "Ġ'' ;čĊ", + "Ġver se", + "B ob", + "Ġfarm ing", + "del ivery", + "ĠM ack", + "Ġuse Selector", + ".bootstrap cdn", + "keep ing", + "en y", + ". upload", + "ĠM ETHOD", + "cre ator", + "< _", + "ĠE aster", + ". --", + "UI Button", + "ãĤ ī", + "om eters", + "Ġsh ine", + "Ġh ogy", + "\\ s", + "Ġh arness", + ".C ell", + "Ġlif ting", + "Ġcomb ines", + "ĠOcc up", + "ex clude", + "pat ial", + "Ġres pir", + "_f it", + "Ġfif ty", + "ĠM ol", + "Ġtun ed", + "-d imensional", + "Ġq s", + "Ġto ps", + "> \";ĊĊ", + "quis ite", + "ch annels", + "/ res", + "ĠAn alytics", + ".app compat", + "/ to", + "Ġon Error", + "( attr", + "IR M", + "Ġrag az", + "- as", + ".Se cond", + "orient ed", + "Ġdon n", + "Ġlight ning", + "f id", + "ĠP le", + "ãģ¾ ãģĻ", + "t ro", + ".Tr ue", + "O bservable", + "× Ļ", + "umb ing", + "Ġpros pective", + "-f ilter", + "Ġpurs uant", + "(p oints", + ".B ind", + "Ġp alm", + "clear fix", + "ö s", + "ĠG onz", + "Ġwe aken", + "Dr ive", + "en ido", + "l ld", + "ob ox", + "ane an", + "G ot", + "ä¿ Ŀ", + "Reg ex", + "æ ĥ", + "Ġsal ad", + "ass is", + "\" net", + "inherit Doc", + "ĠR V", + "qu ier", + "Ġcl azz", + "ı ÅŁ", + "oster one", + "Ġair line", + ".list dir", + "Ġdownload ing", + "ĠP alm", + "w aukee", + "& lt", + ".B L", + "_IN LINE", + "off s", + "<< (", + "_new s", + "Ġch ase", + "/ ><", + "Ġeuro s", + "ĠEgypt ian", + "ĠSt ainless", + "_BO OL", + "ĠG uild", + "ĠD ynam", + "[index Path", + "Ġ ï", + "Ġmemor able", + "ĠCh ampion", + "Resource Manager", + ".Log in", + "ĠForm er", + "yp ed", + "Ġl leg", + "; \",", + "D WORD", + "Ġtax i", + "Ġbom bs", + "ra h", + ".t ags", + "_test s", + "st ones", + "âĢĿ )", + "[ g", + "r type", + "Ġv u", + "Ġhost ile", + "Ch ars", + "ĠPatri ots", + "/ status", + "< B", + "ĠIn come", + "ĠD ad", + "Ġpat rol", + "_CH ANGE", + "Ġup graded", + "Ġch ina", + "set q", + "Start ed", + ".U ndef", + "Ġcheck sum", + "Ġfrustr ated", + "{ o", + "Ġen f", + "Ġwood s", + "ĠAny one", + "Enc ode", + "ĠQt Widgets", + "are as", + "Ġshe er", + "sk i", + "end point", + "_T est", + "S oup", + "~~~~~~~~ ~~~~~~~~", + "(f iles", + "ĉĉĉĉĉ čĊ", + ".sp ark", + "Ġval ued", + "Ġ% Ċ", + ".control s", + "ĠXCTAssert Equal", + "Ġf ame", + "ĠR ic", + "D OT", + "ĠAlbert a", + "ä½ ¿", + "os al", + ".Web Controls", + "Ġ ------------", + "ĠM is", + "ĠS YS", + "Non null", + "= item", + "Ġexp ire", + "Dec ode", + "_ operation", + "ĠValid ator", + ".C ENTER", + "uff s", + "* m", + "Ġav ant", + "æ¬ ¡", + "âĢľ You", + ".per mission", + "... )", + "ĠL ic", + "_co ords", + ".n ombre", + "c lo", + ".Int ernal", + "ĠCh o", + "_s w", + "ĉ Il", + "cl k", + "Ġcast le", + "(l ayer", + "p it", + "Ġgu ided", + "Ġâĸ Ī", + "Ġsuper b", + "Ġsup plements", + "_c ent", + "Ġpe ek", + "IN ARY", + ".Content Alignment", + "f alls", + "\")) ;", + "W all", + "). čĊ", + "ĠD anny", + "irm ingham", + "IAL IZ", + "( create", + "\" In", + "Service Provider", + "Ġpr iced", + "mac ro", + "am ac", + ". box", + "---- Ċ", + "ãĥ «", + "ĠS uit", + "ur st", + "br u", + "ourn als", + "num ero", + "__ ()Ċ", + "D as", + "ĠM itt", + "ud er", + "? \\", + "f u", + "[ B", + "Ġ: )ĊĊ", + "(int er", + "br ains", + "Ġatt itudes", + "Ver ify", + "Ġsign atures", + "ack Bar", + "Ġg d", + "J ack", + ".c at", + "Ġz z", + "war f", + "FT ER", + "\");ĊĊ Ċ", + "Al ive", + "IC LE", + "ĠWh atever", + "Ġout lined", + "s prite", + "еР²", + "_A B", + "_DE PTH", + "Ġcrush ed", + "aa a", + "(e v", + "æľ º", + "Ant i", + "IC O", + "is EqualTo", + ".s un", + "ic ulo", + "s ale", + "_h ex", + "ĠV k", + "apt or", + "Un ion", + "ĠDis count", + "list a", + ".Undef Or", + "Ġautom ation", + "N or", + "å¯ ¹", + "åı Ĥæķ°", + "Ġref lex", + "ĠLa ure", + ".showMessage Dialog", + ".t emp", + "Ġa kan", + "Ġ__ ____", + ".Is True", + "ARE D", + "ag le", + "E nergy", + "Ġquant ities", + "âĢĻ é", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġcitizens hip", + "m outh", + "Ġin appropriate", + "ĠOut door", + "White Space", + "An onymous", + "load s", + "webElement Properties", + "T en", + "Ġacc idents", + "Ġadvertis ement", + "ĠY emen", + "(c all", + "Ġsl avery", + "Ñģ п", + "ĠL am", + "_BIT S", + "ome ga", + "ĠO le", + "Ġkid n", + "_A n", + "ĠR aid", + "Cre ation", + "s aved", + "Ġpro port", + "W ARNING", + "\\ P", + "Ġp wd", + "Data Reader", + "is cher", + "ade on", + "ĠP redict", + "Ġreason ing", + "Ġdestroy ing", + "H el", + "* d", + "ĠLeg isl", + "_P r", + "ĉĉĉ ĠĠĠĠĠĠĠ", + "Ġsymp ath", + "Ġch ess", + "Ġm am", + ": hover", + "Ġconvert s", + "Ġp ela", + "Ġprogress ion", + "Ġ\"_ \"", + "ĠG ill", + "ĉ show", + "Ġsupposed ly", + "ac curacy", + "el in", + "Ġunf olding", + "ĠHy per", + "Ġw anna", + "Ġup s", + "( #", + "ĠCr iminal", + "( Point", + "at Lng", + "act ly", + "Ġcontract ors", + "'] }", + "draul ic", + "ód igo", + "ĠT T", + "ĠW ide", + "ĠAR G", + "_ ic", + "FLAG S", + "S chool", + "Ġclear ing", + "-be ing", + "={ [", + ", const", + "man ent", + "Over lay", + "(' \"", + "éĩ ı", + "ĠT imestamp", + "Ġmail ing", + "ĠC ake", + ".Th at", + "Ġmed itation", + "q p", + "Ġemp resa", + "ĠL ions", + "Ġw eld", + "ĠLinked In", + "Ġc ush", + "Ġgen ome", + ".Index Of", + "ag ain", + "Ġf allback", + "Ġcamp ing", + "re dd", + "-strip ed", + "Ġd v", + "Fe bruary", + "ĠPro xy", + "us k", + "Ġdies el", + "W RITE", + "RE AK", + "L orem", + ".In voke", + "- div", + "Inter ceptor", + "ĠD H", + "ia les", + "Ġvill ages", + "Ø ´", + "ĠEN V", + "S ys", + ".X R", + "Ġpo em", + "à Ĥ", + "c ade", + "pl ots", + "Ġ{ (", + ".g it", + "/s vg", + "nc mp", + "ĠÄ į", + "ain es", + "åĩ ½æķ°", + "Ġ( )ĊĊ", + "ops is", + "ĠRel ationship", + "_ aut", + "ĠB omb", + "ĉ com", + "* sizeof", + "off icial", + "_p ayload", + "ĉĉĉĉĉ ĠĠ", + ".m anager", + "ĠA round", + "ĉs end", + "ĠEx ercise", + "ĠB illy", + "iv i", + "Ġneed ing", + "_url s", + "_t asks", + "ĠH em", + "Ġtear Down", + "enc rypt", + ".t ie", + "Ġas m", + "IC H", + "ĠCGRect Make", + "ìĦ ±", + "ul ong", + "Ġit r", + "ĠG ST", + "Ġoffer ings", + "ro be", + "EE E", + "oper ators", + "_PRO P", + "ind ent", + "A DE", + "or f", + "ë IJ", + "Ġbless ed", + "vas cular", + "Ġcon oc", + "H appy", + "B ridge", + "ilit ation", + "j oint", + "ĠAdmin istr", + "- transform", + "Ġmeant ime", + "/ K", + "ĠBed room", + "Ġrig id", + "Ġbrows ers", + "EM PTY", + ".S erialize", + "_ ED", + "Ġst itch", + "Ġj an", + "ell t", + "Ġbr ace", + "Ġtr ails", + "p ublished", + "å¯Ĩ çłģ", + "} ')Ċ", + "Ġac ids", + "Ġ! !!", + "_d irect", + "> ());Ċ", + "aj Äħ", + "_O CC", + "Ġplan ets", + "æ Ł¥", + "ĠDub lin", + "Ġser ie", + ".print f", + "de ep", + "` )", + "Ġ\\ $", + "ĠÎ ¼", + "_V IDEO", + "end ors", + "ĠC rypto", + "F ar", + ".Trans parent", + ".T R", + "ias m", + "_tr aining", + "Ġteach es", + "ĠB elt", + "Ġlimit ing", + "ĠK ath", + "ĠIndex Path", + "Ġachie vements", + "Ġser á", + "interop Require", + "Ġdis se", + ".I f", + "arm ing", + "uls ion", + "P o", + "_DE TAIL", + "Prot otype", + "ĠC AL", + "Ġagre es", + ".v o", + ".Execute NonQuery", + "ĠTop ic", + "Ġ' {}", + "Ar m", + "Ġe cc", + "M ag", + "Ġserial ized", + "ĉ conn", + "c ached", + "= tf", + "ĠByte Array", + "prot obuf", + "var char", + "ĉ ASSERT", + "Ġlist e", + "_tr igger", + "· ¸", + "Fe el", + "T ahoma", + "ĠL ik", + "Ġstruct ured", + "erg us", + ".In itial", + "_ ge", + "cl js", + ".cont act", + "Ġand ere", + "$ stmt", + "_C URRENT", + "ĠDis cover", + "$ res", + "form atter", + "H a", + "vang st", + "Ġem erge", + "ãĢĤ âĢĿ", + "ĠCabin et", + "-s quare", + "éĥ ¨", + "Ġr age", + "ĠA J", + "ĠV T", + "sh adow", + "ĠFa ith", + "en ames", + "pret ty", + "has il", + "part y", + "Ġvar char", + "Ġf otos", + "Ġal um", + "ĠBelg ium", + ".y label", + "Ġde j", + "_num bers", + "Ġh u", + ".set Adapter", + "ĠUs ually", + "(s ample", + ".Sh ared", + "Ġbook ed", + "Ġ>> =", + "Ġmin erals", + "\">", + "pro g", + "bo o", + "_m d", + "_p ack", + "(ex press", + "ut z", + "\\ Auth", + ", id", + "ĠCh ile", + "act ice", + "Ġrecruit ment", + "Ġpos es", + "Ġvulner ability", + "inst anc", + "or um", + "d ess", + "Ġx l", + "%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%", + "( fig", + "Ġdelet ing", + ".d el", + ") ')Ċ", + "ĠWeek ly", + "?? ?", + "(str cmp", + "sm ith", + "Ġpurs uing", + "- so", + "ĠApp s", + "/ 'Ċ", + "Ġdec is", + "FO RE", + "Every one", + "Ġl anes", + "V irtual", + ". attach", + "( Log", + "ĠMed icaid", + "( Path", + "ĠTurn er", + "/ application", + "Ġport rait", + "Ġopp ose", + "check out", + "Ġfinish es", + "_M E", + "Bar rier", + "S ong", + "V AR", + "Ear lier", + "rell a", + "Ġh ast", + "az ar", + "Ġpull s", + "ng x", + "Ġinspir ing", + "Ñĥ Ñİ", + "-d irection", + "Ġexplos ive", + "Ġcreated At", + "st o", + "Ġwhe at", + "ĠB uilt", + "' ai", + "Ġtrack ed", + "ham mad", + "RowAt IndexPath", + "_ heap", + "D ue", + "Ġconnect s", + ".p ublish", + "em u", + "Ġbul lets", + "B AR", + "ol ate", + "Ġintern ally", + "Ġcatch ing", + "-p assword", + "ou ched", + "æĢ §", + "e ous", + "Ġx range", + "Q uality", + "v v", + "Man age", + "( ($", + "ac ements", + "ĠBro thers", + "ĠHE AD", + "ĠUn supported", + "s an", + "es i", + "** *Ċ", + "Ġadapt ation", + "ĠWork er", + "'] /", + ".save fig", + "( trans", + "Ø ¬", + "ne e", + "Cor rect", + "... \")Ċ", + "Ġsubmit ting", + "-p ath", + "ĉ last", + "iss an", + ".x label", + "ĠS epar", + "/ no", + "_b est", + "ĠM ills", + "_s ock", + "(f lag", + "Ġdest inations", + "em ption", + "ĠF AIL", + "å ĴĮ", + "Ġr p", + "f act", + "ĉ len", + "D AY", + "Ġse iz", + "_d st", + "l ip", + ".Line ar", + "ĠB asket", + "$ t", + "$ i", + "- brand", + "ĠNe il", + "ĠE q", + "Ġth ou", + "og ene", + "Ġscholar ship", + "æĽ ´", + "Ġs wo", + "ag inator", + "en i", + "( book", + "Ġbl ink", + "th us", + "Ġcancell ationToken", + "ĠPalestin ians", + "Ġprofit able", + "Ġback pack", + "ens on", + "< Long", + "Ġp ools", + "Ġst icks", + "Ġspokes woman", + "Be ing", + "ĠHer itage", + "ĠN ike", + "SH A", + "ĠNotImplemented Exception", + "$ core", + "ĠR ico", + "/ latest", + "ĠC zech", + "ner Radius", + "(l ines", + "Ġsem ester", + "Ġw ounds", + "Pro cedure", + ".m ail", + "() ):Ċ", + "Ġcor rid", + "ter ed", + "ĠN CAA", + "Ġgal axy", + "_k ind", + "il k", + "Ġtr as", + "_P OL", + "ĠH et", + "Ġrefuge e", + "Ġteen age", + ".b inding", + "post al", + "Ġiç in", + "ĠData Type", + "é ĸ", + "ycl erview", + ", value", + "_id entifier", + "< b", + "Ġout file", + "čĊ ĠĠĠĠčĊ", + "Ġcr é", + "Ġrespond ents", + "ĠBe ast", + "ce led", + "Ġinter f", + "-th eme", + "g if", + "ĠR angers", + "IT AL", + "Ġauthentic ate", + "Com pletion", + "urs ors", + "Ġcin ema", + "Ġdisc our", + "ĠJ aw", + "OCK ET", + "Ġpr ayers", + "ĠL uis", + "fr ag", + "=[ Ċ", + "Ġbr ave", + "_p ose", + "C ertificate", + "- fe", + "ifer ay", + "ĠFl ags", + "Container Gap", + "ĠC rit", + "Result Set", + "ĉc ur", + "Ġcorrespond s", + "St aff", + ".Http ServletRequest", + "Ġneur ons", + "ĠMain AxisAlignment", + "ed ar", + "Ġg ad", + "_p arts", + "ĠÎ ²", + "Ġf x", + "/ files", + "ĠB ros", + "hip s", + "Ġgluc ose", + "Ġfar ms", + "Ġment ally", + "rest aurant", + "Table Name", + "ĠMer cedes", + ". Visual", + "Ġan ch", + "inal g", + "_r untime", + "Ġpropri etary", + "Ġintent ions", + "iz i", + "S lice", + "; \"> true", + "ĠNY C", + "Ġb ored", + "ĠD etect", + "Ġapp ar", + "Ġje ans", + "ĠT ak", + "I OD", + "ĠH orse", + "( FILE", + "( ?", + "ri que", + "optim izer", + "n at", + "lo ys", + "ĉ Token", + "oub ted", + "u ess", + "oco a", + "Data Member", + "_P OWER", + "class List", + "Push Button", + "ĠWi Fi", + ". Stream", + ".g uild", + "Ġn og", + "ĠPortug al", + "ĠUnt er", + "Pr imitive", + "b oss", + "ĠDe utsch", + "Ġerot ic", + "Ġstr conv", + ".Try Parse", + "Ġgr ams", + ".S uccess", + "_p k", + "ĠHar vey", + "-m inded", + ".c ountry", + "[] \"", + "Ġang el", + "Ġbe ats", + "ĠV or", + "il io", + ".m aster", + "s omething", + "ĠP ACK", + "( if", + "Request Body", + "Ġant es", + "/w idget", + "Ġmod o", + "ĠA W", + "find er", + "Ġoptim ized", + "Ġmiss iles", + "N B", + "ĉint ernal", + "t ex", + "ĠS ri", + "Ġdam aging", + "ĠM ais", + "- Allow", + "ĠZ h", + "- alt", + "Ġ ));ĊĊ", + "è ī", + "Ġinflu ences", + "Ġc atal", + "_REG ISTER", + "ĠAPI s", + "-cent ury", + "Ġbi ology", + "ĠAct ual", + "Ġhe els", + "TR ACE", + "_D IG", + "D ataset", + "ĠM atter", + "Ġclass ifier", + ".w ikipedia", + "ĠRog ers", + "Ġdon ated", + "raw ler", + "en en", + "Ġcas inos", + "ort al", + "Ġpr ive", + "s pe", + "duc ers", + ". ep", + "Ġgr asp", + "ac ji", + "Ġd airy", + "Ġb uses", + ".com m", + ". ins", + "ĠI RS", + "ĠBe er", + "ad c", + "o ard", + "_M ET", + "Ġ' +'", + "r ans", + "Ġkind a", + "ĠâĶ Ĥ", + "ĠM aur", + "аР³", + "Ġband width", + "ib us", + "ĠD ifferent", + "(m at", + "ĠRes ume", + "_UN S", + "est ablish", + "Ġfon ction", + "Sub scription", + "_com pany", + "Ġlight ly", + ".con firm", + ".y aml", + "ĠBo ost", + "Com merce", + "- template", + "_DEL AY", + "ĠH I", + "Ġn avig", + "(S ender", + "ĠH S", + "_ \"+", + "ĠRE QUEST", + "Ġw ifi", + "=\" \"Ċ", + "]) ->", + "Ġro pe", + "Ġviol ated", + "Ġgl ance", + "ĠK urd", + "Ġè ®", + "de ck", + "ĠIS BN", + "Ġin fect", + "ĠF oo", + "Ġget ter", + "Ġt ener", + "ap pe", + ".h h", + "_h ot", + "< AM", + "p oly", + "! \",Ċ", + "Ġconver ting", + "ĠW WE", + "RO S", + "(' {", + "Com mit", + ") L", + "ĠO re", + "Ġsp arse", + "Ġdis posal", + "Ġcan celed", + "åIJ İ", + "Ġa er", + "Ġvin yl", + "á» ĥ", + "rec ogn", + "ark ing", + "Ġtrick y", + "* s", + "Ġproceed s", + "Ġis o", + "Ġco conut", + "Ġcraft ed", + "IEL DS", + "Ġquest o", + "Ġcomm un", + "_CON NECT", + "Ġtraff icking", + "De ep", + "a ções", + "c odigo", + "ve au", + "Ġbet ray", + "int a", + "T ED", + "æ r", + "m art", + "_B US", + "/ sc", + "ial ly", + "Ġcigaret tes", + "è¯ ģ", + "(n n", + "Ġmodel ing", + "/ products", + "w arn", + "Ġmet ro", + "ĠI v", + "& )", + "ĠC able", + "Î »", + "Compar ison", + "g ary", + "ĠB A", + "P ART", + "Ġp v", + "_up dated", + "C redit", + "orth y", + "observ able", + "Ġthe atre", + "B LE", + "; }ĊĊ", + "la unch", + "_str ings", + "ug o", + "ĠR PG", + "- auth", + "Ð ł", + "hol m", + "ĠP and", + "U id", + "Ġim ply", + "ìľ ¼", + "'] ='", + "/ User", + "Ġstr cat", + "нÑĭ й", + "Data Adapter", + "Ġland sc", + "Ġdipl omatic", + "ï¼ ĵ", + "************************************************************************ ****", + "ĠCh icken", + "Ġbc rypt", + ".In f", + "[ col", + "ĠQu antity", + "- position", + "Ġdiet ary", + "Ġfil mm", + "Is rael", + "Pre v", + "ĠMill ion", + "Ġrem ed", + "Ġbill ing", + "Ġout doors", + ".t m", + "Ġn ad", + "F org", + "Z Z", + "Ġs sl", + "], '", + "K T", + "f req", + "= document", + "bl ur", + "¬ ¸", + "ĠJeff erson", + "C s", + "(s ave", + "Ġstr ap", + "Ind ia", + "Ġide ology", + "BO SE", + "ĠF P", + "( ans", + "Ġfe ver", + "ĠY am", + "K ing", + "à ²", + "AT ING", + "bo hydr", + "roll back", + "Ġnew Node", + "ĠN VIDIA", + "Ġhon our", + "ĠCon firm", + "xb d", + "Ġsuccess or", + "/ u", + "l iv", + "ourn aments", + "Att achment", + "Ġgr up", + "Ġtri be", + "Ġca res", + "e ft", + "_s ame", + "' label", + "Ġ ãĢIJ", + "M otor", + "Ġin exp", + "Ġ\" (\"", + "_POS ITION", + "Ġval ley", + "ĠResult Set", + "Ġpres erved", + "Ġmut ations", + "Ġquestion ing", + "mun ition", + "parse Int", + "ĠS r", + "ĠMet adata", + "âĢĿ ï¼Į", + "timestamp s", + "Ġtrans itions", + "í Ļ", + "Ñ Ĭ", + "i om", + ".D o", + "Ġp ine", + "Ġf ung", + "Ġtrans mitted", + "ct ime", + "ĠF am", + "Re vision", + "B as", + "UP ER", + "D estination", + "toHave BeenCalled", + "Ġun fortunate", + "IN ES", + "_pro f", + "Am ong", + "ĠCy ber", + "ĠB attery", + "gen re", + "ĠView Model", + "- =", + "Ġutil ized", + "p aint", + ".Integer Field", + "ern ity", + "comp iler", + "âĢĭ ĊĊ", + "ĠM asters", + ".To Array", + "Ġstrt ol", + "ĠUkrain ian", + "} ));Ċ", + "Ġsh emale", + "\" That", + "for all", + "/ download", + "Ġrhet oric", + ".l atitude", + "ĠWH EN", + "Ġshock ing", + "IF IC", + ".N ormal", + "_F OLDER", + "Ġdr ift", + "Ġmount ing", + "- book", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ", + "ĠWire less", + "> \".$", + "Ġrel ies", + "( Console", + "Int ernational", + "-> {$", + "M id", + "Ġdis sert", + "dd s", + "Ġdepos its", + "ĉd river", + "# ga", + "pr ising", + "print ln", + "Ġpres enter", + "Ġmin es", + "C SS", + "ĠD ual", + "(! (", + "Ġk am", + "Ġis Loading", + "ĠProt ect", + ". upper", + "ar ium", + "]: ĊĊĊ", + "Y ii", + "-sh irt", + "ĠIM AGE", + "_color s", + "Ġur gent", + ".Cont ainer", + "! (Ċ", + "S aturday", + "Ġsoci eties", + "ĠTh an", + "ĠC od", + "= @", + "Ġattach ments", + ".m obile", + "Ġsp ite", + "Ġb ounce", + "raw l", + "instanc etype", + "ĠTr uck", + "Ġmanip ulation", + "( Config", + "-in st", + "Ġst or", + "it ution", + "Preferred Gap", + "Ġmain AxisAlignment", + "Ġlist ened", + "'' 'ĊĊ", + "ott age", + "- project", + ".AP PLICATION", + "ĉ root", + "Ġwh it", + "Ġb ilder", + "Ġk er", + "Ġappl iances", + "row ave", + "ìĿ Ģ", + "ematic s", + "ĠO rg", + "op ing", + "_SE ARCH", + "Ġch am", + "add ContainerGap", + "Ġ( ).", + "ĠAr row", + "Il legal", + "Current ly", + "Ġus a", + "Ġpassword s", + "Ġre nown", + "av ern", + "ĠEv il", + "Ġconc at", + "Ġdu o", + "Ġv ale", + "ĠBe an", + "Ġindic ators", + "cm ath", + "ĠP ump", + "Nov ember", + "ific ant", + "_DOM AIN", + "reg ar", + "ĠPort al", + "\" $", + "Ġformer ly", + "\"] :Ċ", + "ĠVis ibility", + ".getElementsBy ClassName", + "_RE D", + "Ġch ampions", + "à ´", + "Val or", + "_ es", + "* a", + "-re peat", + "B and", + ".st age", + "Ġbure auc", + "C nt", + "et en", + "- function", + "Ġm uito", + "P ID", + "_ editor", + "Ġcrash ed", + "de ad", + "k at", + "ag h", + "ĠEX T", + "ass er", + "-sm all", + "Ġreal iz", + "( Entity", + "ú s", + "ĠAct ually", + "ĠEl ite", + "Ġhel m", + "(non atomic", + "ash er", + "Comm unity", + "all eng", + "ir y", + "ĠG rowth", + "Ġs ue", + "Ġfrequ encies", + "_des criptor", + ".At tribute", + "Ġrecip ients", + "_N S", + "/ \"+", + "ib an", + "Ġath lete", + "ĠI gn", + "_D MA", + "(d s", + "ĠRequire ments", + "AD I", + "ere z", + "\\ Admin", + "br aska", + "ĠR ust", + "Rel ation", + "C OD", + "ĠV ERSION", + "em ma", + ")) {", + ".D uration", + "ĠC amb", + "- logo", + "Ġread able", + "Ġcre ators", + "() ];Ċ", + "Up Down", + "-h alf", + ".get Month", + "(s f", + "P ic", + "Ġhun ger", + ".t x", + "Ġexceed ed", + "_se ed", + "( ^", + "_s k", + ".per form", + "Ġ> ::", + "Ġm ongo", + "= float", + "bind Param", + "Sm art", + "if a", + "Ġse curities", + "Ġpre jud", + "Ġ, \"", + "Ġcor ps", + "Ġv ra", + "amac are", + "it err", + "(M edia", + "uch e", + "Ġc ob", + "Ġlib er", + ". geometry", + "Loc ator", + "Ġsl iding", + "Ġsurg ical", + "_C UR", + "Ġcon sect", + "[ *", + "ĠRes ort", + "St ub", + "_DO UBLE", + "ĠS oph", + "Ġelect oral", + "_dis able", + "ĠÑģ о", + "ĠLight ning", + "Ġment ions", + "oc y", + "Ġle aked", + "Ġrelax ing", + "Pres enter", + "v sp", + "Ġgu ilt", + "=- =-", + ".re ply", + "ĠMir ror", + "C amp", + "Ġ+#+ #+#+", + "Ġ+#+#+#+ #+#+", + ".A uthor", + "Ġdirect ive", + "-h ook", + "íĦ °", + "}ĊĊ ĊĊĊ", + "@ pytest", + "_r and", + "m is", + "Ġcolor ful", + "u je", + "lass es", + "ĠClass es", + ".h ave", + "% ),", + "é¢ ĺ", + "Ġdistur bing", + "sub string", + "ĠK oh", + "In vest", + "p urchase", + "Ġrec ycling", + "ĠA RT", + "ier archy", + "Ġf ps", + ".check Box", + "íķ ´", + "_m aterial", + "duc ation", + "Ġf w", + "ud it", + "Ġreview ing", + "ĠS id", + "S yntax", + "ĠW ritten", + "arg ar", + "UM E", + "/ q", + "Class ifier", + "Off icial", + "Ġj azz", + "Ġom ega", + "Ph ysics", + "Ġl ugar", + "_access or", + ".command s", + "Ab ility", + "ĠB atch", + "R AM", + "Ġencount ers", + ". Qu", + "BY TE", + "ĠD istribution", + "Ġus o", + "ĠReco very", + "appro ved", + "Ġden ial", + "/sh are", + "Linked List", + ")čĊčĊ čĊ", + "udd y", + "Ġf ines", + "Ġr y", + "Un icode", + "ĉ render", + "Ġprem ises", + "Ġp on", + "ali ases", + "/F oundation", + "c uda", + "ĠC ock", + ",: )", + "(f older", + "Ġm éd", + "dr ag", + "Ġtal ents", + "ĠĠĠ ĊĊ", + "е ÑģÑĤв", + "m ob", + ".y ml", + "Ġa ster", + "Ġdis cre", + "go al", + "ĠGT X", + "ĠS UCCESS", + "ĠL ONG", + "(f ind", + "Ġsing ular", + "_s z", + "ĠEth ereum", + ".. Ċ", + "Ġir res", + "')) {Ċ", + "Ġmin isters", + "St eps", + "ivers al", + "ĠNever theless", + "- led", + "Ġ( %)", + "ç¡ ®", + "Ġtime zone", + "Ġstr anger", + "(re nder", + "Ġsh util", + "Ġm ph", + "Ġtri o", + "pp y", + "Ġpred omin", + "Ġend ors", + "ĠRuss ians", + "ĉ row", + "Ġw izard", + ".s erialize", + "Ġcompl ained", + "Ġs ido", + "Ġdelight ed", + "-m e", + "ĠR av", + "H uman", + "ad ays", + "rec v", + "Work ing", + "J ump", + "ĠÃ¥ r", + "ĠAut omatic", + "_B ase", + "æł ¼", + "aur ants", + " ¯", + "æ ¸", + "(C Type", + "IF I", + "( amount", + "Ġbelie ving", + "= mysql", + "Ġf ir", + "Ġrest oration", + "ere co", + "Ð ¢", + "_ '+", + "Ġe book", + "Ġde bris", + "(input s", + "AY OUT", + "Ġscre aming", + "av ia", + "land er", + "Ġdist ress", + "Ġas sembled", + "ĠA void", + "( thread", + "ĠR PC", + "_EX IT", + "( queue", + "и ÑģÑĤ", + "D ll", + "Ġsk ull", + "_p ub", + "che z", + "min ate", + "ens en", + "Ġins ane", + "b ounds", + "ĠR osen", + "Ġcondition ing", + "process ed", + "v ideos", + "f our", + ".Con v", + "| ;Ċ", + "Person al", + "cer pt", + ":UIControlState Normal", + "Ġdos es", + "ĠKar l", + "ĠFre qu", + ".B ASE", + "ĠV ote", + "Ġcon current", + "ĠMessageBox Icon", + "Ġà ĸ", + "ĠDub ai", + "ĠR etail", + ": number", + "ĠOb server", + "ĠBig Integer", + "_ origin", + "_W ORK", + "F rames", + "Ġnot ably", + ". âĢľ", + "Ġtrop ical", + "Ġn iche", + "am ina", + ".s ys", + "(t okens", + "mod ify", + "os it", + "st rom", + "ĠCom ics", + "O PTION", + "T icket", + "Ġfact ories", + "Ġdis put", + "_F ile", + "ĠFin n", + "ee e", + "ĠDisc ord", + "_m oney", + ".t pl", + "_s afe", + "L B", + "Ġgl ut", + "J K", + ".fl ow", + "- cont", + "g os", + "Ġhor izon", + "ĠR ush", + ":: *", + "P ipe", + "ull a", + "bor ough", + "he imer", + "(m ove", + "( Text", + "} );čĊčĊ", + "w elcome", + "ĠCom ponents", + "Ġgovern ance", + "c losed", + "ĉm argin", + "Ġla undry", + "ĠTerm inal", + "iz ards", + ". âĢĶ", + ".rem ote", + ".r adius", + "ĠQue bec", + "Ġd h", + "T ech", + "ĠM ist", + "s eller", + "_l iteral", + "Ġgen ius", + "Ġbr ains", + "g em", + "ĠMe asure", + "Ġcata st", + "r ance", + ".Text Field", + "Ġconsum ing", + "Ġ'\\ ''", + "oubted ly", + "ĠC ertain", + "E v", + "ert i", + "be ing", + "Ex perience", + "Ġ// [", + "ĠArab ic", + "ĠC rist", + "ĠAz ure", + "Ġhor a", + "l adesh", + "\\ Blueprint", + "d ar", + ".re l", + "Ġsup rem", + "ĠRe agan", + "ĠAt tributes", + "-s idebar", + "Ġuse Styles", + "ĠA irlines", + "Ġh ills", + "/x html", + "v inc", + "_m ock", + "Ċ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĊ", + "ĠP ill", + ".Layout Style", + "ĠCommand er", + "] <", + "sign ature", + "Ġ{ }čĊ", + "Ġhat red", + "Ġë ĭ", + "ole sterol", + "Ġ ********", + "ancell or", + "c rop", + "T IM", + "ĉĉ ĊĊ", + "ys qli", + "uit ive", + "ĉun set", + "_s el", + "Ġmen us", + "t ick", + "Ġconstit ute", + "ĠElement s", + "ĠRed is", + "agg io", + "_f p", + "_de pend", + "em as", + "CA ST", + "or ange", + "j on", + "ĠEm ily", + "Ġpot atoes", + "Ġre ceptor", + "ĠElect ronic", + "ĠL ights", + "Ġcomb ining", + "ĠSome one", + "Ġ######## .", + "ĠT OD", + "/ show", + "X d", + ".\" '", + "af x", + "Ġtr agic", + "St yled", + "ĠMar co", + "G allery", + "d ale", + ".âĢĿ ĊĊĊĊ", + "é rie", + "/s ervice", + "äº Ĩ", + "Ġamb ient", + "_SET TINGS", + ".Ad apter", + "l ene", + "Ġtrav els", + "Not ice", + "Ġcle ans", + "ĠF em", + "ch air", + "Ñĥ н", + "/ my", + "_b ad", + "ĠEcon omics", + "IS A", + "_C NT", + "(M enu", + "äº İ", + "ĠR idge", + "Ġlength y", + "D ot", + "Ġjump s", + "Ġhe y", + "$ pdf", + "Ġw orm", + "Ġs ut", + "Ġsh er", + "iam o", + "ĠCal c", + "trie ve", + "Ġc ops", + "ĠCh rom", + "Ġreg ulated", + "reat ment", + "ĠHigh er", + "ok s", + "Ġde ze", + "LOC ATION", + "ongs To", + "Ġfin ite", + "Ġvar ies", + "Ġposition ed", + "' il", + "éĩ ij", + "Ġh ike", + "(d one", + "play list", + "Ġad a", + "Ġcoast al", + "ĠN ancy", + ".DateTime Field", + "Cpp CodeGen", + "ĠSimilar ly", + "re ur", + "ĠCon tr", + "ĠH idden", + "ĠB eta", + "atch ed", + "_inst all", + ". Output", + "Look up", + "ĠRich mond", + "qu ared", + "Ġm anga", + "-control s", + "ĠBern ard", + "L arge", + "Ġslic es", + "Ġoff ence", + "ĠM ega", + "Ġest ar", + "Ġjoint s", + "Ġsum m", + "_pl atform", + "B uff", + ".add Subview", + "Ġret ained", + "Let ter", + ".d im", + "Ġess ere", + "ĠS caffold", + "EX PECT", + "ĉ RE", + ".long itude", + "ü nd", + "Ġstat ue", + ".add Widget", + "ĠCar ibbean", + "add PreferredGap", + "il de", + "UIL abel", + "ĠOp port", + "Ġimper ial", + "urs ion", + "Ġmand ate", + "Ġpromot ional", + "Ġv k", + "ia ÅĤ", + "Ġp yl", + "ĠCre ation", + "оз д", + "Ġsim pler", + ". what", + "ĠRec ent", + "St orm", + ". quantity", + "ĠL ov", + "\" -", + "ubb les", + "_not ification", + "(w orld", + "ur ger", + "* (-", + ": \"Ċ", + "h m", + "ans hip", + "ĠAl most", + "Ġmotor cycle", + "_f ee", + "Ġabsor b", + "ĠVin cent", + "Ġsound ed", + "ÃŃ st", + "Ġpharm aceutical", + "ht ag", + "ĠKind le", + "ital ize", + "ĠEm peror", + "oust ic", + "Ġspecial ists", + "åħ ¬", + "Border Style", + "/ \\", + "RE LATED", + "(', ',", + "(ex pr", + "Ġh t", + "åį Ī", + "_C reate", + "Ġspecial ly", + "Ġ[] ;čĊ", + "Ġhe el", + "Ġse pt", + "_ arch", + "(in itial", + "% .ĊĊ", + "\\\", \\\"", + "Ġdiscuss es", + "Ġu pt", + "Ġ[ &", + "Ġman us", + ".h and", + "ĠM AIN", + "ĠDen mark", + "Ġ], čĊ", + "Ġcr yst", + "Ġn ack", + "Co ords", + "_in ner", + "Ġmid st", + "Ġaw ake", + "ĠÐ ŀ", + "-b reak", + "ÃŃ vel", + "_P ASS", + "ĠParam s", + "Ġdet r", + "Ġsp ider", + "ĠCon cept", + "Ġpre nd", + "CH ED", + ".Ex it", + "Ġpop ulated", + "Ġvirt ue", + "_SE SSION", + "Ġnou vel", + "o auth", + "Ġд аннÑĭ", + "r ink", + ".Header Text", + "atur ated", + "Ġer st", + "Ġå ħ", + "ॠĩ", + "_vis ible", + "ey er", + "Ġli able", + "Ġde be", + "Ġb w", + "{- #", + "_W IN", + "df s", + "H over", + "ĠP UT", + "- angle", + "Ġnob le", + "Ġtr aces", + "enc v", + "Ġuser Data", + "_in s", + "ĠS uz", + "Ġnews letters", + "ĠMod i", + "Ġentreprene urs", + "Ġtrib ute", + "Ġrum ors", + "Ġr r", + "ĠQu arter", + "ê³ ł", + "Ġfeed s", + "ó g", + "Ġen velope", + "Ġle ar", + "Ġk ø", + "develop er", + "Sim ilar", + ": \")Ċ", + "sub scription", + "Mod ifier", + "ital ic", + "Ġn asty", + "Ġtermin ation", + "Ġchar ming", + "Ġâ Ł", + "ton s", + ".tr ace", + "h ots", + "ĠU R", + "M ont", + "Ġjust ified", + "ĠG ang", + "ine a", + "Ġb og", + "( ap", + "_ $", + "Ġcont amin", + ".D ot", + "ĉ Debug", + "( exports", + "Ġpa ired", + "ĠAss ignment", + "Ġautom obile", + "ĵ į", + "Ġph ases", + "v w", + "@ SuppressWarnings", + "= \\", + "r ant", + "- ed", + "ĉ await", + "Ġcert ificates", + "'> \"", + "Ġint act", + "CT RL", + "M ike", + "greg ation", + "AT TERN", + "Ġre public", + "_up per", + "ili ary", + "Ġcomput ation", + "h ire", + "ĠSh in", + "_ ANY", + "ĠManufact urer", + "ĠC arm", + "Ġbear ings", + "_c omb", + "c ad", + "ur istic", + "Ġwholes ale", + "Ġdon or", + ".inter faces", + "press o", + "ĠBr un", + "-c lose", + "pro ve", + "_S K", + "ĉf rame", + "et ros", + "ĠP ain", + "_EX P", + "ĠL T", + "_f s", + ".dat as", + "ĉ ss", + "vo ir", + "ĠA xis", + "M ajor", + "=\" <", + "[ h", + "Ġprof ess", + "igr ate", + "(s core", + "Key word", + "\" os", + "ĠĠĠĠ ĉĊ", + "an alysis", + "Ġre play", + ".p ass", + "\\ d", + "t ls", + "Ġsan ct", + ".l ight", + "_m obile", + "ÑģÑĤ ÑĮ", + "ĉt otal", + "u ity", + "Ġpa used", + "N AS", + "Ġen core", + "lo e", + "Ġ-* -ĊĊ", + ".h igh", + "am pler", + "ĠSec ure", + "Ġfrag ments", + "_ vel", + "ill ary", + "ĠSte in", + "ĠD awn", + "Ġmax imize", + "ภ¢", + "Ġ/ ^", + "Ġcontin ually", + "Ġsh adows", + "ĉ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "ĠI ActionResult", + "Ġinform ación", + "C HECK", + ".Selected Item", + "b undle", + "ol ley", + "< Int", + "AIN ER", + "ĠW ing", + "tit les", + "ount ain", + "C Y", + "ĠLoc ale", + "form er", + "< context", + "R adioButton", + "_s chedule", + "Ġfab ulous", + "Rob ert", + "_PRO FILE", + "Ġg ates", + "IM P", + "ĠPent agon", + "g old", + "b ach", + "employ ees", + "R otate", + "Ġch amp", + "Ġsel bst", + "Al tern", + "Ġconvert View", + "/ ,", + "Ġ~ (", + "St reet", + "_ place", + "Ġpersonal ized", + "P ublisher", + "ĠSO CK", + "_NAMES PACE", + "ĠStand ards", + "so ever", + "_C ENTER", + "Inter est", + "ô t", + "tem perature", + "View port", + "get Resource", + "Ġeat en", + "Ġsem pre", + "Ġab normal", + "Ġc ylinder", + "Ġtroub les", + "n od", + "Ñĭ в", + "g ames", + "_g l", + "Pl ane", + "g rey", + "_t bl", + ".Component Placement", + "ĠCh ase", + "Log ging", + "man y", + "ì Ĩ", + "Ġfl ame", + "=\"<", + "Ġtra jectory", + "_r ing", + "Ġhydro gen", + "tr on", + "Ġstat ute", + "Ġcondition al", + "Ġtr ay", + "-s chool", + "(w idget", + "$ config", + "Ġrequest ing", + ". uint", + "et on", + "brit ies", + "Of Type", + "AD MIN", + "p redict", + "Ġg egen", + "ĠH app", + "OC UMENT", + "ĠA part", + "Ġ---- -", + "ro e", + "u ide", + "just ify", + "ĠSqu ad", + "Ġprof es", + ".b ot", + "_c urrency", + "inn en", + "ĠM umbai", + "ĠNum bers", + "avana ugh", + "agn itude", + "âĢľ There", + "= http", + "çī ĩ", + "Ġv b", + "+' {{ $", + "Ġin ode", + "s il", + "Ġh ace", + "Ġsever ely", + "ĠOver view", + "Ġspr aw", + "Ġbeach es", + ": left", + "· »", + "($ {", + "ĠF IRST", + "ĠSp a", + "- ass", + "Ġb aise", + "ĠN ODE", + "ĠP izza", + "P et", + "(se q", + "\\ \">Ċ", + "CppMethod Pointer", + "Ġv p", + "Ġi a", + "_se conds", + "em et", + "/b lob", + "_TH RESH", + "... čĊ", + "D est", + "ĠN H", + ".data Source", + "it és", + "ĠJ ak", + "s ell", + "Ġwork shops", + "< u", + "Ġr ivals", + "ĠEX ISTS", + "h om", + "-t oken", + "compat ible", + ".J Panel", + "Ġphys icians", + "art in", + "Ġdes irable", + "Ġdistinct ive", + ".D ep", + "g id", + "ili ate", + ", max", + "Ġprem iere", + "Ġq Debug", + "Ġadvoc acy", + "Ġwh isper", + "P t", + "Ġun changed", + "_q ty", + "请 æ±Ĥ", + "Se ason", + "avel ength", + "ĠP ul", + "Ġd ÃŃa", + "'] ]],Ċ", + "al is", + "(\" &", + "bor o", + "Ġb m", + "ĠR adi", + "w rong", + "ĠGo ing", + "ime Type", + "ij i", + "- feedback", + "ĠN ames", + "ĠB apt", + "Ġprob able", + "ĠE ther", + "ĠPolit ics", + "_prot ocol", + "lin ing", + "S at", + "Ġcor rel", + ".Pr imary", + "(null able", + "RI ORITY", + "Ġcolor ing", + "Ġutil izing", + "d as", + "Ġexport ed", + "Ġcar riers", + "Con v", + ". editor", + "i ó", + "(h andles", + "Ġapprec iation", + ". import", + "ĠAust ria", + "ĠStr ip", + "il ight", + "Ġappropri ately", + "ĠP rest", + "ĠW ir", + "ĠUI Application", + "al chemy", + "ĠM ob", + "ĠD etermin", + "ergus on", + "register ed", + "_con vert", + "ĠVlad imir", + ".Show Dialog", + "ref lect", + "Ġsh ook", + "Ġass ure", + "ĠO ften", + "Ġcivil ization", + "Ġvocab ulary", + "fore ground", + "ĠS cope", + "Ġunw anted", + "act ing", + "Ġ( []", + "Ġmark ing", + ". original", + "ĠMO VE", + "Ġsport ing", + "ception s", + "NS Number", + "S izes", + "Ġprovinc ial", + "_Tr ans", + "Ġproblem atic", + "d igit", + "ĠEm ma", + "lock s", + "ĠC rew", + "ib a", + "') :", + "ish a", + "Ġm amm", + "Ġocc ured", + "w cs", + "(r ule", + "Ġmerch andise", + "es pecially", + "ĠT win", + "Ġn aming", + "Ġs log", + "Ġimpro ves", + "Ġad her", + ": text", + ".h adoop", + "_HT TP", + ".to List", + ".dis abled", + "Ġl enses", + ".in i", + "ĠR are", + "ĠUb untu", + "Ġsc ram", + "ol ation", + "tit ulo", + "Every thing", + "Ġnod ded", + "icht ig", + "_const ant", + "z c", + "l ift", + "ĠNot ify", + "ond o", + "ĠIN F", + "(\" +", + "ĠK az", + "Ġd read", + ".m apper", + "le ur", + "ĠCome y", + "ĠN B", + "ic ers", + ".P ush", + "ĠH ack", + "ĠBrazil ian", + "_pro d", + "Ġ// ĊĊ", + "Ġb icycle", + "Ġun available", + "Ġadoles cent", + "bl k", + "Ġmit ig", + "_bl ue", + "ì ĺ", + "fade In", + "ĠUtil ities", + "ĠM N", + "; k", + "< style", + "- status", + "ind o", + "Ġinn ings", + "Ġg j", + "Ġ|| =", + ".e u", + ": Number", + "Ġcuis ine", + "ĠURL s", + "ie k", + "Ġw ires", + "ĉ ps", + "ie g", + ".m k", + "so ap", + "Ġsom etime", + "Ġst ap", + "_s eries", + ".T arget", + "æ º", + ".dest ination", + "OUN TER", + "R aises", + "& A", + "Ġsmart phones", + "NI Env", + ".s dk", + "Ġhelicopt er", + "Ġim pe", + "ĠB irth", + "A U", + "b readcrumbs", + "co ords", + "Ġexplo red", + "Ġl od", + "ĠI p", + "g able", + "ian e", + "Ġart ifacts", + "Box Layout", + "ا ر", + "list ener", + ".c art", + "ĠH uff", + "ĠHind u", + "ĠData Types", + "ĠDr upal", + "IGN ORE", + "Ġoffset s", + "ĠR TC", + "- login", + "æ ®", + "ĠQ Object", + "Ġprosec utor", + "R ock", + "_ch at", + "W ay", + "ì ²", + "Ġneg lig", + "Ġd ude", + "; <", + "Ġdeleg ates", + "_f ailed", + "/ dev", + "/ work", + "( New", + "et able", + "() \"", + "( Icons", + "Ġp ork", + "ĠModel AndView", + "ĠV IP", + "ĠK or", + "m ix", + "Ġox id", + "ĠSC REEN", + "ĠFour th", + "/ \",Ċ", + "Ġte e", + "ĠSte vens", + "t icks", + "Ġp ledge", + "ib bon", + "ĠLo an", + "Ġne o", + "n umpy", + "ĠShared Preferences", + "- oriented", + "ĠLogger Factory", + "ĠGraph QL", + "zen ia", + "\" _", + "W omen", + ".c ast", + "Ġdeliber ately", + "+ b", + "ĠAr n", + "font Size", + "Ġm aze", + "Ġbl amed", + ".m as", + "} )čĊ", + "eler ik", + "Ġsc anning", + "ĠWork shop", + "Ġfind en", + "Ġca ut", + "UI Font", + "( return", + "al in", + "cast le", + "//////////////////////////////////////////////////////////////// ////////", + "Ġincent ive", + "op ath", + "b lob", + "Ġcigaret te", + "Ġfert il", + "*/ ĊĊĊ", + "ĠSh ar", + "Ċ ĠĠĠĠĠĠĊ", + "Ġunc ertain", + "ĠS ton", + "Oper ations", + "ĠSp encer", + "Ġdef in", + "ĠS olo", + "on est", + "·» åĬł", + "Ġu omo", + "G ive", + "Ġdent ro", + "; padding", + "ent ai", + "ĠC ars", + "Ġenthus iasm", + "ĠOper ating", + "S kip", + "par ation", + "Ġprotect s", + "Ġre ver", + "d g", + "ĠC incinnati", + "Ġconsect etur", + "Ġm uss", + "employ ed", + "a uses", + "ink le", + ". Values", + "£ ¼", + "lo v", + "_W ARN", + "Ġbook mark", + "ĠAp ollo", + ". axis", + "Ġm ét", + "Ġop ener", + "Ġtum or", + "d an", + "Ġelement ary", + "Ġsk ipped", + "ĠK er", + "as ia", + "_res p", + "Ġdem ol", + "ĠCan adians", + "Ġt astes", + "U Integer", + "Ġ' ${", + ".aw s", + "RO ID", + "ri ans", + "M Q", + "ord able", + "Ġcous in", + "Prop agation", + "(S ession", + "ph alt", + "UL D", + "ĠSc alar", + "Ġblo ody", + "Ġ à¦", + ".m ask", + ", q", + "ĠUn its", + "Ġcent res", + "ĠPr im", + ". ]ĊĊ", + "ĠSh aw", + "P rom", + "ĠTh ought", + "Check er", + "_output s", + "( chan", + "E INVAL", + "Ġb ob", + "_c mp", + "P ed", + "Ġmat rices", + "Ġvrou wen", + "Ġgenu inely", + "high light", + "(d isplay", + ") !=", + "Ġdel icate", + "ĠL uther", + "ĠM iles", + "Ġuser ID", + "% =", + "ate urs", + "_B UF", + "---- ---Ċ", + "imit ives", + "Ġsh elves", + "sl ow", + "_in formation", + "LE G", + "W r", + ".form s", + "cel and", + "/ un", + ": &", + ".âĢĻ ĊĊ", + "=\" %", + "Ġpro st", + "Ġfont size", + "uc ión", + "get ic", + "am t", + "=\" .", + "Dec or", + "B rit", + "Ġ\"\" ).", + "Ġfound ing", + ".File Name", + "ĠT ier", + "Ġdisc lose", + "á m", + ".s yn", + ".View Holder", + "lic ant", + "_st age", + "Mon day", + "Ġdes erialize", + "t alk", + "Ġtradition ally", + "æĢ ģ", + "Ø ®", + "LE X", + "Ġe h", + "ĉ ROM", + "Ġ{ })Ċ", + "Quest ions", + "nc py", + "Ġfix ing", + "к Ñĥ", + "_ Key", + ": x", + "ĠSTR ING", + "ĠÑĦ ай", + "ĉ left", + "ĠBen ch", + "ell ij", + "UR RED", + "ĠDi agram", + "} catch", + "/ time", + "ĠMiss ing", + "db name", + "Ġs ore", + "ĠW alt", + "ugg ing", + "rep resent", + "ĠG S", + "ne ys", + "ĉ page", + "Ġvol can", + "(b tn", + "Ġexceed s", + "Ġ erg", + "Ġpil ots", + "ĠS ed", + "ers ions", + "Ġpat ron", + "R V", + "/ top", + ". asset", + "_c ross", + ". Editor", + ".t b", + "Ġwel coming", + "SC REEN", + ") findViewById", + "C oder", + " \",Ċ", + "_P in", + "ues e", + "Ġover rides", + "_ ready", + "Adv anced", + "Ġop i", + "-c art", + "(\"/ \",", + "ĠDe b", + "CR Y", + "ĠVert ical", + "ĠO VER", + "ĠCorpor ate", + "Ġ\"\" ;", + "Ġste pping", + "e j", + "Ġaccus ations", + "Ġor az", + "_t ail", + "Ġindu ced", + "Ġel astic", + "Ġbl own", + ", //", + "Ġbackground s", + "âĢĻ une", + "-s dk", + "Ġset Interval", + "Ġincent ives", + "Ġveget able", + "_ On", + "exp anded", + "p ix", + "_sh ader", + "ĠSP DX", + "@ example", + "ĠW rapper", + ".Z ero", + "Pos itive", + "Ġsp inner", + "Ġinvent ed", + "ĠG ates", + "оÑĤ оÑĢ", + "Ġcompar isons", + "è ·", + ".pr imary", + "data Provider", + "add itional", + "ĉ options", + "s napshot", + ".set Horizontal", + "Ġ\" {}", + "ĠFish er", + "hal ten", + "< Type", + "Ġmax Length", + "ĠM t", + "Ġê° Ģ", + ".jet brains", + "Ġident ifies", + "Ġflow ing", + "ĠDisc ussion", + "ats by", + "Ġsch w", + "ught y", + "Ġr ivers", + ".un ique", + "_PH Y", + "ed ral", + "( ll", + "Ġcs rf", + "pp ers", + "ü l", + "ĠEs pecially", + "port ed", + "ĠHarr ison", + "****** */Ċ", + "Text Color", + "ìĬ µ", + "w ire", + "Ġstatus Code", + "ĠFin ish", + "c ence", + "ĠMcC ain", + "ĠW or", + "( await", + "Ġ) ->", + "ĠRegister ed", + "IN ED", + "k al", + "par ison", + "Ġobj eto", + "V i", + "mand a", + "Ġrenew ed", + "ĠS of", + "ess el", + ".nd array", + "Ġcr ap", + "ç® ¡", + ".ab spath", + "( up", + "Ġclear ance", + "ĠT W", + "_C OPY", + "ĠĠĠĠĠĠĠĠĠĠĠĠ ĉ", + "Ġforest s", + "Ġarg uably", + "ĠA SS", + "he y", + "am el", + "_f ore", + "ĠSou theast", + "Ġab used", + "Ġpract icing", + "aked irs", + "ä¸ »", + "_res ources", + "Ġp ond", + ".F ixed", + "Last Error", + "ĠPsych ology", + "Ġ\" //", + "! :", + "Re usable", + "Ġmens aje", + "Ġro spy", + "Ġb our", + "Ġvar ieties", + "Ġem path", + "(( {", + "_ org", + "ĠM es", + "ĠMag ento", + "IST ORY", + "Un less", + "Ġh j", + "ĠD uty", + "J un", + ", size", + "Ġpaint ings", + "Ġdisp ens", + "d art", + "Ġbehavior al", + "Ġr pc", + "cal culate", + "fr uit", + "_m m", + "ĉp thread", + "Max Length", + "Ġc urrencies", + "_cap acity", + "ĠO z", + "Ġfire arm", + "Ġcoeff icient", + "Ġbankrupt cy", + "w art", + "Ġfat igue", + "AV A", + "Ġes pa", + "_p c", + "ĠQu otes", + "_L IGHT", + "ĠT ickets", + "Ġrel ates", + "Ġpublish ers", + "Ġunlock ed", + "Ġ// ----------------------------------------------------------------", + "ĠInterrupt edException", + "Ġout look", + "r n", + "Ġreb els", + "W ritten", + "Ġas ian", + "ot to", + "Ġ ĉĉĉĉ", + "_g pu", + "T xt", + ".Image View", + "Ġsu is", + "_t ables", + ".Rec yclerView", + "Ġwhat soever", + "è ģ", + "] ++;Ċ", + "assert True", + "_ verify", + "ĠR ivers", + "Ġ ][", + "J et", + "id ian", + "S ibling", + "Ġgen res", + ".A ccess", + "OP S", + "Ġtr ivial", + "ภª", + "al en", + "в ед", + "ĠS word", + "Ġscrut iny", + "(c b", + "Ġcomm erce", + "Ġguarante es", + "_ad v", + "ĠL ET", + "rec io", + "Ġh ilar", + "Ġback yard", + "ãĢ ı", + "Ġillustr ated", + "/v endor", + ". Util", + "Ġw ow", + "LO Y", + "ĠMar shal", + "\"> '.$", + "ĠB ak", + "Ġmod ifiers", + "d ictionary", + "ĠSt re", + "m ultiple", + "\")) ,", + "ĠC ort", + "'] \").", + "( admin", + "ĠCre ator", + "Int ernet", + "( ms", + "log y", + "DECL ARE", + "ĠMarc us", + "<< <<", + "ãģ ł", + "_m y", + "(in st", + "Ġsc iences", + "ND ER", + ". enter", + "Ġit u", + "Ġbeh ave", + "P an", + "omb ies", + "=' <", + "')) ;čĊ", + "ĠM ENU", + "ĠWork ers", + ".No Error", + "Ġbind ings", + "Ġdis abilities", + "{ \\", + "ĠM unicip", + "Ġco res", + "ur ple", + "ĠN okia", + "us ions", + "ĠF itness", + ".handle Change", + "Ġjav ascript", + "ìļ Ķ", + "( dec", + "Ġpack ing", + "-de pend", + "Ġtrans cript", + "z eros", + "_ alert", + "? \",Ċ", + "lib s", + "± оÑĤ", + "Ġ| ĊĊ", + "tr ained", + "ĠG ent", + "ĠR ab", + "x p", + "_config uration", + "å¤ ©", + "_ accept", + ".rec yclerview", + ": url", + "ĠMu hammad", + "Ġprivile ges", + "_b ank", + "uk u", + "w allet", + "ĠRO OT", + "Ġenc uent", + "? family", + "ĉ position", + "Ġc g", + "Ġprec ip", + "method s", + "_f ast", + "in crement", + "ĠT iger", + "_OCC URRED", + "qu ip", + "ĠH AS", + "_d om", + "Ġw reck", + "b j", + "Ġd ern", + "Ġorg ans", + ". entries", + "Ġ_ ('", + "ram ento", + "ĠJam ie", + "Ġp unk", + "IP P", + "Ġprogram a", + "Ġatt ain", + "Ġpro ves", + "/s ign", + "Ġanswer ing", + "Ġl adder", + "************************ ****", + "ĠW almart", + "ĠCONT ENT", + "duct or", + "Ġver bal", + "ĠP ID", + "c rypto", + "_CALL BACK", + "Ġ= ================================", + "Ġpot ent", + "Ġshort s", + ".U ri", + ".un iform", + "; border", + "ĠW er", + "Ġhere in", + "ll a", + "ĠI hr", + "P ixmap", + "l iteral", + "! )ĊĊ", + "g eneric", + "r ust", + "_script s", + "ost o", + "it us", + "ĠCoal ition", + "Ġrem ot", + "de ploy", + "ĠEag le", + "ãĢģ ãĢĮ", + "Ġimportant e", + "ĉ object", + "Ġseason al", + "ne j", + "aid u", + "Bind View", + "ĠSi erra", + "-b g", + "Ġmake Styles", + "[ offset", + "G ames", + "Ġhorm one", + "AR IO", + "head s", + "( select", + "ĠStart ed", + "@ param", + "_de cl", + "_b log", + "Ġa ño", + "\\ Api", + "ĠMil waukee", + "Pro vid", + "An imated", + "Ġcool er", + "ĠSe ed", + ". Edit", + "Ï Ħ", + "ĠT aking", + "Ġborder Color", + "-found er", + ".Logger Factory", + "Ġ\"\" ĊĊ", + "AL T", + "ĠL ate", + "EDI ATE", + "Ġ);ĊĊ Ċ", + "af a", + "Ġcancell ation", + "At om", + "ĠB irmingham", + "emp resa", + "HE MA", + "asc al", + "Ġup side", + ".V ersion", + "ĠF older", + "ĠE ight", + "ĠV intage", + "ĠApp Delegate", + "ĠPre vention", + ".se parator", + "ST M", + "( room", + "gener ator", + "Ġc attle", + "ĉ Z", + "ĠPart icle", + "' };Ċ", + "Ġneighb ours", + "ĠState less", + "Ġalt itude", + "Ġsa int", + "об ав", + "Ġconv inc", + "ĠCont ents", + "Ġje une", + "(t s", + "Serial ization", + "(c ollection", + "ĠJ azz", + "ĠD od", + "ĠR och", + "ac io", + "comm ended", + "DEF INE", + ".on load", + "Ġspecial ty", + "PL ACE", + "_MO VE", + "Ġaccount able", + "Re uters", + "Ġf icken", + "Ġde pr", + "W ow", + "V oid", + ".s pace", + "ภĹ", + "Ġt q", + "ĠP ets", + "< $", + "(C urrent", + "ber ries", + "plan ation", + "Ġlist Of", + "ĠTh u", + "ĠPR INT", + "Ġm ismo", + "Ġdo i", + "ch k", + "ĠUn icode", + "( role", + "Ġvir gin", + "< Point", + "_RESP ONSE", + "-h ouse", + "ĠVenez uela", + "EM AIL", + "Ġp úb", + "_ex ist", + "B all", + ".C L", + "re ferences", + "ĠBeautiful Soup", + "ĉ Expect", + "TH IS", + "Ñĥ д", + "b ane", + "Ġtemp oral", + "ER IC", + "et as", + "Ġrefresh ing", + "Ġsec ular", + "@ synthesize", + "ac cur", + "Ġn ella", + "ĠS OL", + ".p ipe", + "Ch annels", + "èĩ ª", + "Ġinsert ion", + "á» ĭ", + "el ia", + "Ġadjust able", + "Can ada", + "ĠI TEM", + "Ġcur ves", + "ĠChe ap", + "let ing", + "Ġoptim istic", + "al lo", + "Ġpolit ician", + "_down load", + "= edge", + "ORT H", + "Ġmodel o", + "art o", + ". rotate", + "Ġs elenium", + "æĪ ij", + "_al ias", + "Ġrenown ed", + ".' .", + "Ġc zy", + "Ġal les", + ".Com piler", + "ĠB ass", + "Conn ector", + ".R ole", + "L INK", + "Ġc riterion", + "lem etry", + "Success fully", + "/p ng", + "Ġey eb", + "asp berry", + "( gr", + "Ġd angers", + "Ġcorrect ed", + "Ġgl ow", + "Ġelabor ate", + "ĠB ears", + "aw ai", + "=\" '+", + "Ġpromot ions", + "Ġmathematic al", + "Ġ\" `", + "_Generic Class", + "ĠChe f", + ".S ort", + "table Name", + "R IC", + "Ġvolunt ary", + "ĠBl ade", + "-e lect", + "ĠCom bat", + "ĠAb ility", + "Ġab dom", + "Ġd uck", + "T mp", + "åħ ¨", + "Ġer ase", + ".P h", + "ĠDefault s", + "p artment", + "_US B", + "ê te", + "; '", + "Ġp ads", + "ĠOb amacare", + ".T otal", + "Ġdiv ert", + "Ġcr icket", + "Ġrecre ational", + "( red", + "ĠC le", + "R U", + "Ġmist aken", + "ĠMont ana", + "Ġstr ive", + "_sl ider", + "ĠPl astic", + "Ġdecor ated", + "ĠV P", + "lic o", + "ĉf alse", + "Ġpre fs", + "( \\\"", + "_f alse", + "i endo", + "Ġ@ $", + "B ucket", + "act ical", + "ĠZ hang", + ".c ols", + ".B inding", + "Ġw ax", + "_ST ORAGE", + "Ġlaw n", + "Ġr f", + ".Sc ene", + "ĠCal culator", + ".d esign", + "Ġres il", + "л ем", + "E mploy", + "ĠPr ices", + "ĠP WM", + "ag i", + ".e valuate", + "ĉ param", + "Ġbr ass", + "bb en", + "Ġinflamm ation", + "ull ivan", + "Ġan not", + "Ġp H", + "iam eter", + "ĠB TC", + "( box", + "Story board", + "Ġcl ay", + ".assert Raises", + "| string", + ".App ly", + "Ġmatch er", + "und ed", + "Ġsatisf ying", + "Ġìł ķ", + "Render ing", + "_app ro", + "ind rome", + "AN EL", + "_f ix", + "br ush", + ".M atch", + "Ġsm iling", + "on aut", + "S unday", + "Ġdelet ion", + "Ġencour ages", + "P ull", + "Ġreven ge", + "Ġqu arry", + "tr ade", + "Ġc ables", + "(d elta", + "ites pace", + "Ġf h", + ".b unifu", + "Ġvi el", + "_IN CLUDED", + "ĠT ail", + "ad ar", + "of s", + "Ġmet als", + "g om", + "_method s", + "Ġn j", + ".St d", + "(w in", + "$ ('", + "Ġt urtle", + "ur on", + "Ġen rolled", + "ĠH z", + "ĠBox Decoration", + "Ġp ont", + "rel ationship", + "B i", + "³ »", + "Ġmas cul", + "Ġsh ades", + "Ġv r", + "ĠLog ic", + "Ġa in", + "ĠD IST", + "Ġcoll ar", + "\" profile", + "Generated Value", + "ĠP ossible", + "Ġe ines", + "ĥ ģ", + ".time out", + "ĠE c", + "Ġjer sey", + ".D ouble", + "Ġqual ifying", + "v or", + "CRE EN", + "_A pp", + "_rec v", + "Ġali ens", + "It s", + "E sc", + "i ator", + "ĠE clipse", + "Ġg h", + "V ict", + "ĉ html", + "to o", + ". const", + "Ġant erior", + "ĠW u", + "(key s", + "Ġul tr", + "_p oly", + "ĠT ap", + "ĠB ud", + "A WS", + "Ġcrash es", + "_t ot", + "Cont in", + "-h anded", + "alth ough", + "ภļ", + "ific ent", + "Ġde ve", + "ut ory", + "ĠW orth", + "_M S", + "Ġfloor ing", + "Ġsell ers", + "ĠThank sgiving", + "Ġp ng", + "Ġval ores", + "Ġslee ve", + "Ġfil le", + "Ð IJ", + "Ġappoint ments", + "Ġv im", + "User Info", + "BO OST", + "Ġpos ed", + "initial ized", + ".product s", + "ĠLeaders hip", + "man uel", + "' %", + "em arks", + "Per centage", + "(d ist", + ". avatar", + "(h Object", + "ä» Ĭ", + "_ iff", + "ic one", + "; )", + "_n il", + "Ġab ol", + "е ÑģÑĤ", + "Ġven ues", + ".Con vert", + "! ')Ċ", + ".B itmap", + "sk in", + "_C OLUMN", + "Re v", + "G RESS", + "g ow", + "Ġw ished", + "tract s", + ".assert False", + "Ġscreens hot", + "Ġfo is", + "Com b", + "Line Width", + "ĠGr ab", + "Ġint ensive", + "ĉ sh", + "+ )", + ".first Name", + "_PRO CESS", + "Ġt ilt", + "it ored", + ".L OG", + "Ġb ak", + "Ġintention ally", + ".play ers", + "(c anvas", + ")) )čĊ", + ".Pro vider", + "_P UBLIC", + "T alk", + "ĠL iv", + "ched ulers", + "Ġl c", + "ad ic", + "feature d", + ".res ources", + "Full Name", + "Ġmean while", + "B uffers", + "Ġres olver", + "ĠS AP", + "_T E", + "G NU", + "ĠForms Module", + "_ wh", + "ĠS we", + ".widget s", + "Ġcabin ets", + "Ġsus cept", + "ĠB ott", + "activ ex", + "av ar", + "ant ics", + "Ġ\" =\"", + "_k wargs", + "Ġgame Object", + "ĠAng le", + ".I ter", + "mar sh", + "ĠB irthday", + "ĠC MS", + "request s", + "ĠPear l", + "_E OL", + "Ġlin ux", + "( org", + "_M ouse", + ".con structor", + "Ġz d", + "Ġk icks", + "art isan", + "Ġe ax", + "K n", + "pon ge", + "ĠFin land", + "Ġmet res", + "ĠAss essment", + "part ner", + "/ pre", + "! ',Ċ", + "[ Int", + "Ġos lo", + "date picker", + "/ String", + "op lay", + "ĠHe brew", + ", double", + "Ġtrab al", + "+\" \\", + "ĉ EIF", + "/ text", + "_F IRST", + "ĠP ete", + "Ġe go", + "Ġextr as", + "P DO", + "Ġreg ulate", + "ĠQ Widget", + "st s", + "ĠSh ows", + "ĠN HS", + ".c ourse", + "p thread", + "ĠF uel", + ".t imes", + "Ġ °", + "Ġstr ides", + "($ ('#", + "( words", + "Ġrhyth m", + "Ġsp ont", + "Ġsens ation", + "Ġsp ike", + "C losing", + "页 éĿ¢", + "N umeric", + "Ġbreat he", + "Ġfin ale", + "_F ACT", + "in ion", + "Ġch ill", + "Ġform ally", + "ANG ED", + "Ġ' :'", + "ĠпÑĢ и", + "a q", + "ĠFab ric", + "(l at", + "ĠPr incipal", + "Ġer ro", + "oc ale", + "N om", + "Ġf ost", + "_C USTOM", + ".int ellij", + "ert ools", + "Ġcl asse", + "adi ents", + "Ġfundra ising", + "EN E", + "_OPTION S", + "_ ob", + "// }Ċ", + "Ġprote ctions", + ".se ed", + "N V", + "term inal", + ";; ;", + "P redicate", + "Ġì ¶", + "Ġbomb ing", + "G F", + "Ġch ew", + ")) ).", + "qual ified", + "] ={", + "list en", + "C ENT", + "d igest", + "E ast", + "Ġd iver", + "Ġend points", + "Ġe e", + "Ġcolle ague", + "Ġdissert ation", + "_com mit", + "_D AT", + ". rc", + "Ġbre asts", + "ĠR ug", + "ĠP il", + "Contract s", + "ĠBry an", + "Web View", + "Ġconcent rate", + "ĠIn ner", + "Ġ' |", + "std out", + "_S ub", + "> -->Ċ", + "V ol", + "ĠS SD", + ")) ),", + ". Optional", + "Ġnurs es", + "Ġor b", + "_ pe", + ");čĊ čĊčĊ", + "pl aced", + "ess er", + "Ġther apeutic", + "Ġwhites pace", + "Ġa ston", + "Success ful", + "Ġpr aised", + "ĠW es", + "Ġe ighth", + "ir al", + "Ġvrou w", + "Ġf action", + "_b ias", + "Ġw itch", + "Ġnp c", + "(s b", + "ĠRod rig", + "_b ig", + "Dep endency", + "ĠAb raham", + "ard i", + "C AR", + "n os", + "Ġabund ance", + "Ġnut rients", + "in stein", + ".V ert", + "ĠI SS", + "< U", + "Ġsum s", + "_h ist", + "Ġfar mer", + "ĠA br", + "Sh ot", + "ĠBad Request", + "Ġh ass", + "ĠR ails", + "Ġaffili ated", + "æĿ ¥", + "Ġer f", + "IN F", + "ĠView Holder", + "min i", + "ĠR oth", + "Ġfaith ful", + "ĠPhill ips", + "AND OM", + "]. [", + "_P AY", + "ĠAr ctic", + "f aker", + "D igit", + "M ale", + "std err", + "se ys", + "Ġ Å¡", + "_rem ote", + "li que", + "Ġin def", + "ĠIndust ries", + "it ra", + "_p airs", + "< iostream", + "Ġsal aries", + "ik en", + ".F rame", + "PL IC", + "_S PEC", + "ĠMed iterr", + "Ġsystem atic", + "Ġinter rog", + "Icon Button", + "se a", + "int ro", + "ĠIss ues", + "enc rypted", + "Ġintern ationally", + "Ġsn printf", + "Ġpast a", + "ĠBrad ley", + "_ Status", + "AL K", + "_P AD", + ".l aunch", + "< select", + "Ġhar dest", + "Ġph y", + "Ġ(( *", + "-s lide", + "ĠNob ody", + "S u", + "Ġas ÃŃ", + "close st", + "_initial izer", + "Ġsupport er", + "-g en", + "Ġt ales", + "Ġcor p", + "_f u", + "s at", + "ne ighbor", + ".M igrations", + "Ġal gun", + "Ġsin on", + ".S pec", + "? ,Ċ", + ".G L", + "m ale", + "Ġmon itors", + "yl an", + "-L icense", + ".m atches", + "ĠA BS", + "ĠM ast", + "ĠW allet", + "($ (\"#", + "Dir ty", + "Ġco pe", + "Ġinterpol ation", + "ous ed", + "ĠJ ets", + ".F LAG", + ".C ancel", + ".Event s", + "ne ver", + "ĠM Hz", + "> D", + "Ġs ervlet", + "bast ian", + "Ġ> &", + "S ID", + "_cl k", + "Ġdiv isions", + "} ',Ċ", + "Ġd ildo", + "Ġpar ade", + "m ajor", + "Ġab oard", + "; ++", + "Ġf usion", + "\"}, {\"", + "ĠDialog Result", + "ĉ arr", + "- em", + "_n r", + "(h andler", + ".N ET", + ".Xtra Reports", + "ĠSh ah", + "ĠB rief", + "- ,", + "Ġprec io", + "ĉĉĉ ĠĠĠĠĠĠ", + "Ġt ant", + "ĠGrand e", + "/ xml", + "_IC ON", + "ĠR etro", + "un que", + "Ġn ag", + "to Fixed", + "X L", + "Ġdecl aring", + "ĠCon crete", + "ĠAm azing", + "ĉprint k", + "Ġdeb ates", + "D ATED", + "Ġaest hetic", + "emet ery", + "Routing Module", + "ĠNash ville", + "W AYS", + "Ġw olf", + "Ġobserv ers", + "OT A", + "ans on", + "Ġe a", + "Ġgreen house", + "ĵį ä½ľ", + "Ġst air", + "Ġimmigr ant", + "_app ly", + "pe are", + "ĠBloom berg", + "_PL AYER", + "Res p", + "æŃ £", + "Cho oser", + "ĠI Collection", + "P eter", + "Er ro", + ".detect Changes", + "Map s", + "Ġs queeze", + "ĠHom es", + "weg ian", + "Ġformat ting", + "Ġnegot iate", + "ul d", + "ĠN ep", + "ĠQ B", + "Ġeconom ies", + "Ġ*/ ,", + "Ġredu nd", + "ĠA ber", + ".IsNullOr WhiteSpace", + "yc led", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĊ", + "_S h", + "Ġske pt", + "Ġre created", + "Ġget Type", + "Ġmarg ins", + "Ġcolon ial", + "ch arts", + "// @", + "Ġprocess ors", + "è¯ ´", + "b atis", + "æĦ ı", + "ator io", + "mention ed", + "P atient", + "Ġpre y", + "Check box", + "_x path", + ".s kip", + "ĠMorm on", + "ĠMemory Stream", + "CRE MENT", + "Ġk u", + "m eld", + "\\ Data", + "ĠK ernel", + "il tr", + "éĢ ģ", + "( profile", + "Car bon", + "RO LE", + "( pl", + "] *(", + ".m emory", + "Ġmed al", + "Ġadvis or", + "it ät", + "Ġh dr", + "ier ung", + "ĠProvid es", + "( alpha", + "Ġteen agers", + "- parser", + ".L atLng", + "] ()Ċ", + "Ġfel ony", + "ĉĉĉĊ ĉĉĉĊ", + "BO OK", + "Ġsl ash", + "Ġclear fix", + "ĠPro phet", + "å® ¹", + "right ness", + "-f i", + ".k ind", + "ert on", + "J im", + "Ġmanip ulate", + "Ġworks heet", + "ol in", + "st ars", + "Ġart ifact", + "_EM PTY", + "ĉm ain", + "------------- ' ;", + "Ġexpress ing", + "ĠI Q", + "ĠF act", + "/************************************************************************ *******Ċ", + "_m ass", + ")) :", + "Ġcon dom", + "Ġcreate State", + "omet own", + "Ġir r", + "Ġ> (", + "> B", + "iter ation", + "ãĥ ª", + "Ġshirt s", + "ount y", + "-> $", + "_S IGN", + "ĠD ale", + "Ġj j", + "E asy", + "F re", + "ĠN y", + "Ġch lor", + "match ed", + "ĠG erm", + "- UA", + "ĠN athan", + "educ ation", + "-y ard", + "- che", + "h ouses", + "r itional", + "Ġprox imity", + "Ġdies em", + "áºŃ p", + "Ġd rought", + ".a udio", + "ĠLe o", + "Ġfavor able", + "in ch", + "ĠD aw", + "rib ly", + "_st udent", + "id able", + "O VE", + "Ġlack s", + "ounc ing", + ".b usiness", + "Ġre open", + "may be", + "_G LOBAL", + "Ġdress es", + "ĠEd wards", + "ens ible", + "ĠHard ware", + "ĠEx cellent", + "ĠTime Unit", + "CTION S", + "Ġsched ules", + "Ġseg ue", + "Op ens", + "am men", + "- Identifier", + "Ġst aring", + "Ġhapp ily", + "ĠH ob", + "' _", + "Ġ\" );", + "ament os", + "et ched", + "Ġ/> }Ċ", + ". Users", + "Ġinterrupt ed", + "Contact s", + "Ġreg istro", + "in burgh", + "CH A", + "_ imp", + "ph is", + "s ay", + "Ġretail er", + ".N ODE", + "/ maps", + "_L AST", + "ĠCh arge", + "_g uard", + "Coll ider", + "ĠStateless Widget", + "\": [\"", + "(\" ../../", + "iox ide", + "ĠS und", + "Ġ'' ;", + "un set", + "add Widget", + "л Ñİ", + "el les", + "alk er", + "A rc", + "Ġded uct", + "G UILayout", + "ĠV illa", + "Ġfor bidden", + "_ where", + "Ġ\\ /", + "ĠT ib", + "_A X", + "] čĊčĊ", + "ĠB ir", + "Ġb end", + "ĠMA KE", + "ĠM ET", + "Ġfut ures", + "Ġweight ed", + "\"\" \"čĊ", + "Ġauthor ize", + "(pro gram", + "}, {\"", + "Ġcoeff icients", + "ê s", + "Per Page", + "ĠBath room", + "ĠPublish ing", + "G PL", + "Ġsub missions", + "ĠNUM BER", + "j Äħ", + "Ġaddition ally", + "em pre", + "ĠSh el", + "ot yp", + "S olution", + "Ġth under", + "_ ec", + "ĠĊ ĠĠĠĠĊ", + "ĠF ellow", + "Ġk ay", + "Ġnew State", + "ONT AL", + "Im plementation", + ".L ook", + "Ġ ents", + "Ġl ors", + "ĠB IG", + "f ab", + "Ġaver aged", + "ĠFe edback", + "ĠW ells", + "Ġm artial", + "Ġind ul", + "ĠComm unist", + "ĠFore x", + "ĠAgricult ure", + "\" [", + "Ġqu ar", + "ĠK ont", + "ĉ view", + ". Bytes", + "des ktop", + "ĠM akes", + "akes peare", + ".Null able", + "Ġspot light", + "V B", + "ow y", + "(t orch", + "tr idge", + "_b ounds", + "Ġapolog ize", + ".add Item", + "ant d", + "* );Ċ", + ", u", + "(g en", + "ç» ĵ", + "re ator", + "ĠC ord", + "ou pper", + ".m etro", + "Ġ ew", + "ĠW ORD", + ".A fter", + "Ġdet ained", + "ĠHam mer", + "ex isting", + "Ġo st", + "Ġmon ument", + "-c ustom", + "User ID", + "ĠN om", + "Ġre jection", + "(d im", + "Ġsingle ton", + "ĉd ie", + "ari ance", + "re ports", + "] !=", + "eld a", + "Ġpreval ence", + "_reg s", + ".\" .", + "Ġfemin ist", + "Code c", + "Ġ **Ċ", + "(label s", + "_M ARK", + "FA ILED", + "Ġadminister ed", + "W N", + "ĠĠĠĠĠĠĠĠ ĉĉ", + "Ġn oun", + "w ig", + "Ġg otta", + "Ġr if", + "- im", + "ĠPaul o", + "ĠCommand Type", + "] ))ĊĊ", + "-z ero", + "Tr aining", + "Ġl ord", + "_ art", + "re ddit", + "C ert", + "Ġpes o", + "R ot", + "Ġend anger", + ".d r", + "user Info", + "un ts", + "n v", + "ĠTrail er", + "-f irst", + "(m ake", + "Ġbenef ici", + "-bl ack", + "i ÃŁ", + "Ġund oubtedly", + "Ġm ex", + "ĠAnc ient", + "( as", + "Ġdes cent", + "P ick", + "Ġrep lica", + "$ obj", + "ä hr", + "Ġar rows", + "ft y", + "ĠLib ya", + "ug a", + "charg ed", + "T ur", + "Ġh omic", + "iss en", + "ĠF ake", + "Ġbe ers", + "Ġsc attered", + "( Time", + "UT IL", + "Ġbureauc r", + "/pl ain", + "Ġstick ing", + "FA IL", + "ĠC ovid", + "Th ird", + "_p resent", + "ĠPier re", + "Ġë ª", + "Ġ[... ]ĊĊ", + "Pro b", + "ĠTra ffic", + "ica o", + "do ctor", + "Ġ), ĊĊ", + "T abs", + "al u", + "ï¼ļ âĢľ", + "Ġinher ent", + "_N o", + "rit is", + "ĠPro of", + ".b asename", + "ä¼ ļ", + "Ġch im", + "ĠProt ected", + "c rit", + "Ġpr one", + "Ġк он", + "ĠHero es", + "Ġan xious", + "Ġan os", + "Ġweek ends", + "Ġs ext", + "Ġredu cer", + "= UTF", + "h alf", + "ĠS aw", + ".m m", + "Ġnue va", + ".current Target", + ".l ua", + "_EXT ENSION", + "ĉ reg", + "ĠC trl", + "_ align", + "accept able", + "Ġrush ing", + "fr ac", + "Ġbo asts", + "F ive", + " ±", + "ĠTem perature", + "> ):", + "Ġchar ter", + "RE ATED", + "Ġsubject ed", + "Ġop c", + "health y", + "使 çĶ¨", + "ĠScient ific", + "Ġfra u", + "ri ages", + "ภĶ", + ".in ventory", + "ation ale", + "M ad", + "min utes", + ">> ();Ċ", + "ĠEn v", + "Ġrecord ings", + "Ġsusp icion", + "sql ite", + "ĉ read", + "ãģ ¦", + "Ġwor ries", + ".put String", + "ĠSh anghai", + "( uid", + "r er", + "ĠvÃŃ de", + "\") :", + "Ġmethod ology", + "Ġк оÑĤоÑĢ", + "cc c", + "av ad", + "Ġindu ction", + "ĉ Thread", + ", string", + "ạ i", + "neh men", + "u ition", + "Ġ* __", + ".em f", + "Ġì ľ", + "/th emes", + "ĠN ine", + ". One", + "ĠEm bed", + "Ġf az", + "u ations", + "Ġpriv ately", + "Ġl ing", + "[ F", + "ush i", + "Ġlaunch es", + "( KEY", + "G MT", + "Ġaim ing", + "pat ible", + "ĠB iden", + "i w", + "ĠD egree", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġ$ ('<", + "á rios", + "to UpperCase", + "ìł ľ", + "ĠE UR", + "Ġovers ight", + "Ġtable sp", + "Up dates", + ".m akedirs", + "Ġhum idity", + "/ template", + "Al ways", + "( IS", + "_c ert", + "D ig", + "Ġunder way", + "ort on", + "ĠHur ricane", + "Ġsp ends", + "ĠSeg ment", + "Ġfl ies", + "ĠT oggle", + "ĠLyn ch", + "Ġs enses", + "ĠK os", + "set Enabled", + "ist ically", + "Ġtest er", + "Ġadministr ators", + "Ġtag ged", + "Ð ĵ", + "Ġshort cut", + "ĠRes olution", + "Ġsuperv ision", + "ĠAsh ley", + "Tr acking", + "ul atory", + "and el", + "ist en", + "Ġun re", + "(d iff", + "ANT S", + "Ġr ider", + "Ġs Äħ", + ".S eries", + "_ orders", + "ORIZ ONTAL", + "Ġret ention", + "ãĢĤ čĊčĊ", + "Ġdi agonal", + "ĠC ancellationToken", + "_ Internal", + "Ġru in", + ".Q t", + "ocr atic", + "T el", + "ĠAn swers", + "m atic", + "Ġx p", + "at em", + "_j obs", + "_ any", + "Ġsen iors", + "Ġland mark", + "ĠQ List", + "Ġman eu", + "ot ify", + "/ \";Ċ", + "/ server", + "ĠPhil osoph", + "uten ant", + "( io", + "h z", + "Ġauthentic ated", + "d v", + "- Compatible", + "Origin ally", + ", function", + "ãĢĤ čĊ", + "ĠRepresent ative", + "as ily", + "irc uit", + ".d t", + "(m ath", + ".M arshal", + "[ ,", + "ĠC ities", + "_ turn", + "| )Ċ", + "Ġcant idad", + "al ter", + "ĉ ui", + "ĠNe braska", + "Ġsk irt", + ".b g", + "Shared Preferences", + "( style", + "Ġg rief", + "g ew", + "Ġsaf eg", + "ol ang", + "_l ists", + "ì Ľ", + "Ġgran ite", + "Ġhott est", + ".j dbc", + ".C ustomer", + "Ġâī ¤", + "Ġwa ar", + "_sc ene", + "+' /", + "ĠJ TextField", + "Ġse ating", + "Ġwe ars", + "Ġ` /", + "C ases", + "ĠY outube", + "ı m", + "Ġbal con", + ", G", + "Meta Data", + "- price", + "SC R", + "Un ity", + "Ġtr unk", + "={` ${", + "Ġearthqu ake", + "Part ial", + "Ġsub st", + "Ġelim in", + "=\" '.", + "//* [@", + "Ġsuperv isor", + "vro let", + "_ article", + "Ġp ane", + "b io", + "Ġmot ors", + "N M", + "F rank", + "Ġon ion", + "- word", + "Item ClickListener", + "Ġb rit", + "end encies", + "Com puter", + "_r unning", + "( day", + "- he", + "(n amed", + "ĠS ach", + "о Ñĩ", + "c ampaign", + ".Ab stract", + "(w rapper", + ".p ay", + "Ġu w", + "Ge o", + "r ails", + "/ select", + "icht e", + "son s", + "E VENT", + "Ġal iment", + "Pro viders", + "A wait", + "_INTER VAL", + ". off", + "Ġgl uten", + "_cl oud", + "Ġw en", + ".ex tract", + "ĉ button", + "/ MM", + "Part y", + "Ġdem ographic", + "_err no", + "Ġh iking", + "(' ')Ċ", + "\", @\"", + "Ġw it", + "r á", + "olog ie", + "ĠSt yles", + "ĠBrowser Module", + ".Request Mapping", + "ic ans", + "P AGE", + "cre ation", + "ĠF erguson", + "ud ed", + "num bers", + "ĠGT K", + "Ġpresent ations", + "ĠB obby", + "_s pan", + "est yle", + "Ġilleg ally", + "abel a", + "Ġbattle field", + "cap acity", + "ter ror", + "] \");Ċ", + "Ġwar rior", + "le ader", + "ĠDB G", + "ĠRe venue", + "Ġvig il", + "Ġcounter parts", + "( Error", + "ACT ER", + "Ġhe eft", + "Ġselection s", + "ze ug", + "t om", + "-t wo", + ". ;Ċ", + "_st atement", + "ĠA id", + "ĠV ul", + "_r gb", + "Ġpr izes", + "Ġedit able", + "ĉ form", + "ın ı", + ".de cor", + "D emo", + "lic es", + "Ġen ctype", + "rat ulations", + "ĠR OS", + "_ch ars", + "ĠJ ahr", + "part ial", + "Ñĥ ÑĤ", + "ĠRe ceive", + "ĠL ands", + "AP TER", + "Ġch opped", + ".. \"", + "ĠAn aly", + "ĠU ID", + "ĠR adeon", + "ĠB ee", + "Ġun m", + "> M", + ".find all", + "Token izer", + "ĠWH AT", + "Ġs j", + "D rawing", + "E ss", + "ON D", + "Ĭ ¶", + "(p acket", + "âĢĶ but", + "Inv ocation", + "ĠN uclear", + "? ;Ċ", + "Ġgrand es", + "ĠC rypt", + "rem ark", + "Ġ'../../ ../../", + "Ġin ability", + "m agic", + "c ats", + "Ġsim ulate", + ": ${", + "in flate", + "Ġen er", + ": NO", + "ip les", + "Ġmer it", + "ĠR ated", + "Ġgl ue", + "/b log", + "Ġg ren", + "Ġthr illed", + ".C H", + "unc an", + "ĠPR IMARY", + "Ġper sec", + "Ġfe ared", + ".M IN", + "ĠThe ater", + "é Ĵ", + "ategor ie", + "æ® µ", + "Ġappet ite", + "s quare", + "ĠAlex and", + ".User Id", + "_g t", + "_ enter", + "Ġgradu ates", + "Fragment Manager", + "Author ize", + "-N LS", + "(M y", + "Ġtri umph", + "ust ing", + "_PARAM S", + "Char acters", + "(: ,:,", + "_B UILD", + "M Hz", + "Ġwash ed", + "Ġun cle", + "Ste ve", + "ard own", + " ${", + "_confirm ation", + "Ġtro phy", + "Work s", + "ĠElect ronics", + "ĠMediterr anean", + "_m etrics", + "Ġannounc ing", + "ĠD AY", + "_pro to", + "Ġp ear", + "base Url", + "ĉĉĉĉĉĉĉĉ Ċ", + "Ġcoord ination", + ": N", + ".an imate", + "ĠC otton", + "_h it", + "â ľ", + "Ġjet zt", + "if ter", + "(f ields", + "own load", + "ific acion", + ".c uda", + "ĠLi u", + "> equals", + "ĠA ce", + "ÑĢаР¼", + "ĠSuper man", + "ĠGarc ia", + "Ġarrest s", + "ag ar", + "Ġ{} )", + "Ġmac ros", + "rou pe", + "ê tre", + "Ġtw isted", + "str uments", + "_ (\"", + "_ vertices", + "ĠTrans ition", + "и к", + "[ max", + "m ind", + "Ġaccess Token", + "Ġun le", + "m us", + "c op", + "ĠF actor", + "Ġcon ced", + "Ġre tr", + ".l inalg", + "-s lider", + "ob l", + "_Static Fields", + "Ġz ombie", + "s elling", + "Ġch ap", + "Ġsh aking", + "ĠTrans late", + "ĠAm sterdam", + "ĠE TH", + "_EX TERN", + "k d", + "_d isc", + "Ġpreced ing", + "Ġpri x", + "Object Name", + "_mod ified", + "ard ware", + "Ġ?> \">", + "ĠD W", + "` ${", + "Ġ?> \">ĊĊ", + "Ġspin ning", + "_p ending", + "Match ers", + ". Keys", + "ĠP V", + "en us", + "ant is", + "Ġdisc ard", + "Ġh aul", + "Ġem pir", + "Ġpath way", + "Ġo ak", + "м ен", + "-ind uced", + "Ġimp air", + "ĠCal gary", + ".is Hidden", + "d z", + "_ include", + "Ġg m", + "Ġ' ('", + "P Y", + "uggest ions", + "Ġcommod ity", + "c ro", + "/ sub", + "Ġget Instance", + "ĠLeg acy", + "ĠK il", + "B al", + "( short", + "In form", + "+ x", + "* r", + "ĠHope fully", + "or ate", + "Ġmach en", + "Ġtreat y", + "ĠO ri", + ".p ublic", + "-h orizontal", + "Ġtact ic", + "Ġb ord", + "w ares", + "Ġam mo", + "ĠL ists", + "Ġequ ations", + "/ her", + "ĠNS W", + "B ounding", + "_C ollections", + "Ġav ail", + ".Drop Down", + "è °", + "Ġh h", + "Ġl Ãł", + ".p b", + "Ġmemor ial", + "ĠAT TR", + "Ġexhaust ed", + "Ġt sp", + "ĉ redirect", + "Ġlik ewise", + "ST ER", + "L java", + "Ġcondem ned", + "oca ust", + "(str ict", + "Ġexem pt", + "Ġs ms", + "Ġex agger", + "S YS", + "Ġl ounge", + ": ^", + "Ġto dd", + "de b", + "ator ial", + "ĠPort er", + "Ġtu ition", + "Ġexem pl", + "Ġp aren", + ".line To", + "Ġkid ney", + "Ġç a", + "Ġc ui", + "ï¼Į 请", + "X C", + "Ġmo ż", + "Ġnomin ated", + "l ung", + "Im Gui", + "ĠB uzz", + "Ġstere o", + "port al", + "res as", + "Ġk lass", + "Ġdraft ed", + "Ġproject ile", + "/g pl", + "(param eters", + "* )Ċ", + "Ġassist ed", + "ĠNS Integer", + "s itemap", + ":n th", + ".View s", + ".Argument Parser", + "Ġme er", + "z ier", + "ĠD ig", + "Ċ", + "Ġpl ag", + "p ine", + "Ġblank et", + "Ġ: -", + "Ġl cd", + "------------ ---", + "(\" \"", + "Ġtact ical", + "ĠRon ald", + "ex tr", + "ĠF est", + "Ġf uer", + "-n avigation", + "Ġk b", + "gh ost", + "Ġhandle Change", + "_cl s", + "() !=", + "Com parator", + ".v m", + "ĠCo x", + "_re view", + "/ @", + "_c ookie", + "Ġrecogn ised", + "ld ap", + "Thread s", + "ĠSex ual", + "ĠB earing", + "(S QL", + "Ġx r", + "Ġth igh", + "URL Connection", + "ĠSU V", + "Ġm Context", + "Ġinc idence", + "ĠE ste", + ".s up", + "_t e", + "(EX IT", + "C MD", + "/ \">", + "Al most", + "ĠU ne", + "Ġand eren", + "ĠSingle ton", + "Ġb ore", + "Th ink", + "Ġn arc", + "] initWith", + "_sh op", + "(str ategy", + "! ',", + "her its", + "ĠDes k", + "_m achine", + ".net ty", + "ı nda", + "= <", + "ĠQ R", + "ĠS idebar", + ".split Container", + "Ġon Success", + "Ġmon key", + "En joy", + "(n odes", + "pect rum", + "Ġ(* (", + "ĉU INT", + ", height", + "ĠNetwork s", + ".t ail", + ".l inspace", + "Ġ\" ...", + "List en", + "Æ ¡", + ".Ch annel", + "- defined", + "Re peat", + "ad just", + "ER M", + "_ application", + ".assert NotNull", + "- stream", + "Ġr abbit", + "Ġposition ing", + "Ġw oke", + "Ġf ing", + "Ġmulti player", + "Ġregister ing", + "un til", + "Ã¥ n", + "( ::", + "uss ions", + "Ġpot ato", + "ĠE quals", + ".S up", + "/ap ache", + "Ġ( =", + ". \")", + ".p tr", + "ĠSpe ech", + ".cl ip", + "ĠGab riel", + "Ġmusic ian", + "/ issues", + ".sh op", + "ĠH ier", + "_RE T", + "_b ucket", + "ãĥ ¡", + "av s", + "Ġro z", + "fl ower", + "Write Barrier", + "ĠMil an", + "Ġlegisl ature", + "ĠD oll", + "Ġprov ing", + ".concat enate", + "âķ IJ", + "Ġg char", + "cdn js", + "b les", + "ĠList ing", + "л о", + ".xr Label", + "ĠS ak", + "just ice", + "ĠVal entine", + "un less", + "Ġp iger", + "(r un", + "Ġtest ified", + "AN A", + "ĠRem oves", + ")) ));Ċ", + "rec ated", + "ĠRuntime Method", + "Ġcon qu", + "ãĤ ¢", + "Ġt issues", + "ail er", + "ét é", + "- Star", + "Ġfl ames", + ".set Icon", + "Ġsup ern", + "Ġvag ina", + "- variable", + "Ġwell ness", + "C UR", + "Ġbel le", + ".get Request", + "Ġp oco", + "ben h", + "ag ens", + "Ġsp ill", + "ĠJ ur", + "Ġdispatch er", + "н ого", + "emon ic", + "(dir name", + "ĠÐ Ķ", + "Ġpas se", + "Ġg anz", + "ric ing", + "E U", + "Ġmuj eres", + "ess en", + ".at tribute", + "j j", + "ĉĉ ĠĊ", + "[ ^", + "Ġstrtol ower", + "lex er", + "ect ar", + "hot el", + ".s quare", + "Ġr all", + "Ġlower ed", + "hand led", + "Mark et", + "ĠUs es", + "iv as", + ".B usiness", + "ãģĹãģ ¦", + "D IV", + "Ġw asted", + "Ġav oir", + "ê m", + "_ACC OUNT", + ". et", + "ĉ SDL", + "k ap", + "Ġf ox", + "up pet", + "{ },Ċ", + "\", '", + "F avorite", + "P END", + "ĠA ES", + "} ),", + "Ġded uction", + "Ġpol ÃŃt", + "Ġcomponent Will", + "ĠT elerik", + "_SE LF", + "Ġm use", + "C raft", + "Ġd ens", + "ठ¿", + "( tp", + "Ġt asty", + "Ġbal ances", + "Ġded ication", + "ĠWall ace", + "Ġun law", + "\\\"> \\", + "Ġm um", + "- update", + "ement e", + "Ġs oda", + "Re public", + "as mine", + "é ric", + "( Status", + "ĠJson Convert", + "ĠD isk", + ".Red irect", + "Ġfilm ing", + "/m ol", + "R o", + "Ġv ille", + "Ġtrab aj", + "Ġsyn thesis", + "reg a", + "Ġr l", + "S cheduler", + "ISH ED", + "current User", + "(error s", + "' h", + "_b ot", + "x imo", + "ĠUS ART", + "_s uper", + "_DEC REF", + "н ой", + "_RO W", + "Ġprom otes", + "ĠT A", + "Ġhor as", + "ĠRep resents", + "Ġname of", + "ĠEx c", + "ĠGar age", + "Ġse ine", + ", #", + "Ġher b", + "/ resources", + "Ġple aded", + ".r adioButton", + "Ġæ ĺ", + "O ps", + "ĠN est", + "c string", + "ĠDef ence", + "Ġref ere", + "_le af", + "Ġrevel ation", + "ë §", + ".execute Update", + "_W ORLD", + "Ġexp ans", + "(\" \\\"", + "j ab", + "Ġdoub ts", + "ĠGe ometry", + "Ġintrodu ces", + "Ġsen ators", + "Ġcan al", + ".h elper", + "ĠBi ology", + "_SE NS", + ".pre vious", + "-t ouch", + "ab it", + "Ġimpact ed", + "Ġbr ackets", + ".d irect", + "acc um", + "Ġtest osterone", + "ĉ action", + "ĠCh ance", + "Ġpe aks", + "CppCodeGen WriteBarrier", + "Ġun belie", + "_p ress", + ".R el", + "ang led", + "/ templates", + "-- >čĊ", + "l ime", + "Ġsufficient ly", + "_ nt", + "Exp and", + ".is file", + "Ġis Empty", + "Ġq t", + "Ġmul her", + "ac ob", + "Ge orge", + "å¸ ¸", + "Ġass im", + "as o", + "Ġcompr ised", + "O V", + "(CON FIG", + "ĉw riter", + "Ġdes p", + "Ġten ure", + "(c r", + ".p ool", + "ĠB rend", + "Ġc ensor", + "(time out", + "Ġple a", + ".W rap", + "Ġtight ly", + "ĠW ere", + "ĠI gnore", + "abe i", + "Ġbr idges", + "Ġcondem n", + "Ġsimp licity", + "Ġrout inely", + "Ġblack s", + "j b", + "ĠP it", + "U tf", + "Ġ/ Ċ", + "re load", + "Ġset Object", + "/g lobal", + "Ġf atty", + "Ġsock s", + "Could n", + "Ġerot isk", + "æĿ ¡", + "ĠPress ure", + "ĠM az", + "n pos", + "tol ower", + "ĠE Q", + "ute ur", + "ĠM oment", + "Ġet a", + "{{ --", + "Ġgraph s", + "ĠGu ar", + "r ine", + "( --", + "ĠHttp Status", + "(st udent", + "* np", + "Ġrail way", + "Ġas ynchronous", + "_v m", + "'] ,'", + ", text", + "mer chant", + "(G uid", + "ĠG ra", + "ix er", + "fetch All", + ".add Listener", + "fl ip", + "* $", + "> (),", + "Ġsun light", + "ass igned", + "Ġab c", + "ĠC OLUMN", + "ĠðŁĻĤ ĊĊ", + ") ...", + "Ġen semble", + "Ġnew line", + "_S INGLE", + "ied ad", + "Ġdark er", + "orm ap", + "Ġl ion", + "pl its", + "Ġillustr ation", + "ĠI EEE", + "Ġv ista", + "ous ands", + "****** *", + "ĠTom my", + "Ġh ue", + "S el", + "Ġa ura", + "ĠTher apy", + "Ġanim ator", + ".con straints", + "Ġv ague", + "(\" \")", + "Ġvill ain", + "Ġbless ing", + "Ġstring Builder", + "ĠM isc", + "ĠD IR", + "f ax", + "- node", + "ĠWalk ing", + "ĠA U", + "s ess", + "Ġgr ill", + "VERT ISE", + "ĠF oods", + "Ġt ournaments", + "à ĵ", + "ĠMar sh", + "Ġw onders", + "Long itude", + ".Command Text", + "= input", + "_enc oder", + "page Size", + "Ġget State", + "> >Ċ", + ".g rey", + "p od", + "Ġread ings", + "Ġre consider", + "Start up", + "Ġexc er", + ".b alance", + "_c ycle", + "_T ime", + "LOC AL", + "ĠE FI", + "ĠRe yn", + ".set Foreground", + "by n", + "Ġdis connected", + "ACT IVE", + "Ġembed ding", + "ick ers", + "Ġsurround ings", + "* c", + "Ġgar ant", + "Ġb f", + "Ġw ipe", + "Ġ ä¸ĭ", + "_T RA", + "ado x", + "ç ķ", + "Ġsu cks", + "ĠS ongs", + "ĠAssoci ates", + "ĠB ald", + "ĠB rett", + "ven ile", + "Ġv t", + "Ġin ade", + "Ġres igned", + "ĠGl enn", + ".p attern", + ".Data Bind", + "Ñĥ м", + "Layout Inflater", + "ch et", + "ĠTest ament", + ".m s", + "Ġp av", + "ĠReact DOM", + "ur dy", + "AD ATA", + "M u", + "/ actions", + "ĠJ s", + "_ex tract", + "ĠBr ing", + ": id", + "str t", + "iv ation", + "Ġoutr ight", + "az u", + "loy ment", + "и Ñı", + "al do", + "ĠP ublisher", + "E ducation", + "Pa lette", + "_d rv", + "Ġ($ (", + "ĠAnd a", + "Ġrem edy", + "Ġincons istent", + "te ction", + "Ġregul ators", + "Ġshort est", + "(p air", + "ĠInstall ation", + "Ġdefend ants", + "Ġ( );", + "-l arge", + "M el", + "Ġthreat en", + "н Ñı", + "Ġfet ish", + "ot ine", + "_d ic", + "Ġ< $", + "Ġst agger", + "sp i", + "$ response", + "S erv", + "-b orn", + "j os", + "ĉ img", + "ĉW HERE", + "_l t", + "å½ ĵ", + ".c ost", + "ĠT ue", + ".label s", + "ĠL V", + "wcs store", + "ĠJes se", + "ภ«", + "Tr ade", + "Ġpredecess or", + "ë Ĥ", + "fin ally", + "_g eneral", + "ogg ler", + "_REG ION", + "n ement", + "Ġblog ger", + "ĠHar bor", + "ĠD ataset", + "[ w", + "Ġattend ees", + ". ico", + "max imum", + ".Un lock", + "_SY NC", + "ág ina", + "Ġdown s", + "ĠW ii", + "]) /", + "Ġkick ing", + "unic ation", + "ĠD AC", + "ĠID S", + "ĠR ental", + "Ġcurrent Time", + "Ġvacc ines", + "ĠDev il", + "Ġn ors", + "_m ouse", + "urre ction", + "(n o", + "Ġ> čĊ", + "Ġaggress ion", + "Ġbre eding", + ".s ymbol", + "im an", + "Absolute Path", + "ĠWH O", + "_fl ush", + "- root", + "arn a", + "& M", + "Ġf athers", + "ĠR ocket", + "ive au", + "Ġw ander", + "Ġcom pos", + "ĠWar rior", + "ĠSe at", + "ĠClin ic", + "_in voice", + "(dis patch", + "Product o", + "at uring", + "oss ier", + "ĠM AY", + "Ġd agger", + "Ġsanit ized", + "ĠR FC", + "Ġpro ph", + "Ġur ine", + "Ġgr ind", + "ĠExp anded", + "des cripcion", + "-f w", + "ĠK erry", + "= name", + "Ġch k", + "Ġnation ally", + "Ġthe e", + "In c", + "Ġ? >>", + ".R adioButton", + ".Http ServletResponse", + "/ Y", + "ĉf ield", + "Ġhom me", + "y per", + "Ph ysical", + "= v", + "Ġdr iv", + "ĠErr ors", + "Ġc Äĥ", + "De ath", + "ĠW INDOW", + "Ġpo et", + "ĠSh arp", + "ĠImm utable", + "ĉ create", + "Ġge ht", + "ĠRe form", + "ais er", + "ĠInitial ization", + "Ġimm unity", + ".com pose", + "Ġlat ency", + "ĠLeban on", + "ĠPar ad", + "Ġfu els", + "ĠEx hib", + "co h", + "% \">Ċ", + "ĠCL I", + ") initWith", + "-Z a", + "_C LEAR", + "reg n", + "Ġfin ances", + ".st andard", + "_C ATEGORY", + ".lib rary", + "Ġtravel ers", + "_w p", + "ĠE valuation", + "start ing", + "Ġ )),Ċ", + "ep isode", + "ĠV ariant", + "Ġda emon", + "ĠJul ia", + "ĠN R", + "Ġdoub les", + "< v", + "/r untime", + "Ġinterpre ter", + "ĠIN DEX", + "ĠHol mes", + "_D IM", + "Ġp addle", + "_ex ample", + "Ġfore ground", + ".r outes", + "Ġs owie", + "S UCCESS", + "ĠC DC", + "ĠB D", + "_ -", + "as ured", + "W riting", + "Ġcurrent Page", + "( answer", + "ĠASC II", + "à ¨", + "Ġsocial ly", + "yy y", + "ĠSpecial ist", + "(c ustomer", + "ist ani", + "ke st", + "ĠM ak", + "Ġth o", + ". pt", + "( comment", + "ĠCon verter", + "g am", + "b ins", + ". tele", + "ĠVeter ans", + "_AL LOC", + "олÑĮзов аÑĤ", + "inn amon", + "; width", + "oh l", + "Ġfant as", + "Ġs ung", + "ĉ K", + "( Json", + "Ġneighbour hood", + "Ġv ow", + "Ġs ins", + "on acci", + "Ġepoch s", + "im agen", + ".Ch ange", + ".my batis", + "Se ek", + "W ER", + "管 çIJĨ", + "Ġinter ess", + "_ Event", + "eder land", + "Ġterr itor", + "Ġci udad", + "uck ed", + "Ġsn ack", + "Ġtransport ed", + "ĠMan ifest", + "ĠD AT", + "_th eta", + "Ġw ont", + ".ĊĊ ĊĊĊĊĊĊĊĊ", + "Ĭ¶ æĢģ", + "ĠEp ic", + "De ck", + "l tra", + "_Z ERO", + "Ġ[] ;", + "/ scripts", + "Ġ---------------------------------------------------------------- ----------------", + "æĥ ħ", + "Ġwe ed", + "N BC", + "Ġrap ed", + "ĠG ateway", + "[ M", + "ĠTime out", + "ench mark", + ".View Model", + "Ġporn os", + "ĠY a", + "th ritis", + "ĠFly nn", + "Ġme ga", + "ac in", + "Ġtrib al", + ".app le", + "ĠB lo", + "â n", + "ib i", + "ro v", + "ĠL ives", + "^ .", + "get Request", + "ĠEst ablish", + "cont ainers", + "Ġst arring", + "Ġcele brities", + "ĠRel ative", + "ĠHe ights", + "Ġtq dm", + "ĠNorth west", + "iv ic", + "ĉ cl", + "Ġautom otive", + "ent ric", + "Ġfort unate", + "Ġfire place", + "se ud", + "nick name", + "; s", + "_C AL", + "h alt", + "(n s", + "_de leted", + "Develop ment", + "m ovies", + "Ġident ities", + "Ġprompt ly", + "ا ÙĨ", + "Ġant e", + "Ġ\" ','", + "åı £", + "imp se", + "Ġy ap", + "Type Name", + "Ġb itch", + "Ġassoci ates", + "HE ME", + "- empty", + "ĠØ ª", + "ol vers", + "Ġpist ol", + "Sc oped", + "ag ner", + "'] =='", + "ĠI MP", + "ex c", + "Ġo mitted", + "Ġmind set", + "Ġ[] (", + "Ġor n", + "_C AM", + "A vg", + "Localized String", + "ĠN atur", + "Ġcom poser", + "ĠPlay ing", + "Ġover d", + "_ utf", + ".s k", + "ĠF ol", + "$ page", + ", Object", + "Ġbe es", + "al ary", + "bul let", + "_lib rary", + "O ffer", + "loc ated", + "Ġ(_ ,", + "âĢľ He", + "ĠOwn ers", + ") ).Ċ", + "Ġb ri", + ".Ad min", + "kt ion", + "лÑİ Ñĩ", + "Ġerot ici", + "Cancel led", + "Ġa gr", + "re views", + "_d ma", + "RI CT", + "Ġg fx", + "mp i", + "pp o", + "Ġ// @", + "Ġupper case", + "Ġcommit ting", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "User Data", + "Ġv ai", + "ĉs ort", + "Ġcongr at", + "Ġd ioxide", + "д а", + ". area", + "ĠJosh ua", + "ĠK och", + "_b reak", + "az ure", + "ist ical", + "_AL PHA", + "_ views", + "Ġelim inating", + "OM B", + "en umer", + "ĠHy dro", + "(* (", + "ERT ICAL", + "Ġinev itably", + "Ġst ole", + "-e ast", + "ier on", + "Ġl inger", + "/d oc", + "Å º", + "ĠAl ready", + "as io", + "Ġ-- Ċ", + "Ġabb rev", + "ĠAt om", + "h im", + "ĠINS ERT", + "s un", + "âĻ ª", + "CON NECT", + "er ator", + "ĠM anning", + "Ġ: (", + "g as", + "=> '", + "Ġquery set", + "; }čĊ", + "ĠPop ulation", + "uted String", + "res ident", + "_F ONT", + "ĠRes pond", + "Ġobsc ure", + "Ġo bservable", + "ĠContrib utors", + "k on", + "ĠMus k", + "ex ao", + "ĠT ub", + "Boot Application", + "S OR", + ".H orizontal", + ".find By", + ".p ower", + "Ġposit ively", + "ven ience", + "ĠJ ong", + "Ġwh istle", + "Ġз наÑĩ", + "Ġl ending", + "Ġdestruct ive", + "Ġon Delete", + "author ization", + "(); ?>", + "_ original", + "sc ience", + "at ra", + "?, ?,", + "ĠAs c", + "Ġconvinc ing", + "$ a", + "org en", + "_D ate", + "ĠPro vide", + "Ġlon ely", + ") 'Ċ", + "ex change", + "; ?>Ċ", + ".f ast", + "S amples", + "L ondon", + "'] )čĊ", + "ĠI onic", + "Ġp esso", + "ĠKn ights", + "ĠR af", + "_attr s", + "Ġrepe al", + "> Main", + "ĠOrder ed", + "_N ew", + "=\" \"> \";Ċ", + "ĠS ERVER", + "ĠHE ADER", + "_ velocity", + "ĠIn voke", + ".timestamp s", + "Ġs ulf", + "I QUE", + "Ġinhabit ants", + "ph ins", + "azz o", + "Ġmon o", + "Leg end", + "Ġnon ce", + "IF E", + "; \";Ċ", + "- create", + "\" \",Ċ", + "per mit", + "ĠImm igration", + "Ġpath name", + "ffect ive", + "âĻĢ âĻĢ", + "Ġex ams", + "- event", + "ĠT ill", + "[m id", + "F IX", + "; color", + "( Order", + "_tra its", + "Ġorder By", + "Ġs unt", + "ĠNich olas", + "Ø ²", + "Ġsun ny", + "in ers", + "Ġaccess ibility", + "ĠH B", + ".com p", + "ĉ op", + "Ġminor ities", + "ethe us", + "Ġcollabor ative", + "pr it", + "H IR", + "Ġwr aps", + "ĉd raw", + "g od", + "ĠI X", + ".app s", + "ĠN M", + "Ġirre levant", + "ĠT igers", + "Ġdi ag", + "G V", + "ĠAccess ories", + "k ont", + "Ġsimpl ify", + "ĠF avorite", + "_t ools", + "([] );Ċ", + "Ġtow ers", + "B es", + "Ġhun ter", + "Ġsal on", + "(b uff", + "ĉ debug", + "Ġmal ware", + "M oving", + "- options", + ") +'", + "ĠLO VE", + "_S OCKET", + "_f in", + "ĠDel aware", + "Ġsher iff", + "-in valid", + "ĠF ULL", + "Ġп од", + "el as", + "\" strings", + "ĠRepresent atives", + "s urface", + "res olved", + "ht docs", + ")) :čĊ", + "Ġpress ures", + "Ġnorm s", + "Ġpl a", + "Ġs urname", + "Ġpost al", + "ĠDep art", + "Ġsla ughter", + "or ida", + "Ġhe bben", + "Ġdes ar", + "comp act", + "_L ANG", + "åIJ Ī", + "op oly", + "_r ad", + "ĠST DMETHOD", + "L azy", + "ĠĠĠ ĉ", + "... ,", + "( web", + "ĠP ont", + "Ġet was", + "Ġup ward", + "_h at", + "Ġ], ĊĊ", + "Ġbase Url", + "Ġworry ing", + "-add on", + "(get Class", + "S PI", + "Ġcapt uring", + ") },Ċ", + "Effect s", + "Ġcompet ent", + "Ġf oul", + "Ġsubscri bing", + "ĠO BJECT", + "IX EL", + "b ucks", + "( edge", + "(p ass", + "ĠPet erson", + "Ġbo obs", + "ĠD elay", + "_s quare", + "el im", + "ot ers", + "_P C", + "% E", + "on click", + "ĠSV G", + "Ġto pped", + "Ġf ist", + "sm art", + "ĠR alph", + "( owner", + "j ours", + "Ġbron ze", + "ĠArgument Exception", + "( original", + "_S CALE", + "_c p", + "Ġrecomm ends", + ".set Style", + "S ure", + "L AND", + "Ġrepe ating", + "M att", + ". Visibility", + "Ġenter prises", + ".Set up", + "(sc ene", + "ĠRe active", + "ur ge", + "b w", + ".P ut", + "p ersist", + ".c ookie", + "ĠAud i", + "` s", + "sup plier", + "( Form", + " ¡", + "_s o", + "Į Ģ", + "ĠLeg ion", + "t te", + "N d", + "L oss", + "( attrs", + ".sc atter", + "Ġg room", + "Ġgl impse", + "Ġn ails", + "Ġcum ulative", + "Ġf azer", + "_s ervices", + ".N um", + "ib ilit", + "_res olution", + "ĠT x", + "umin ium", + "op a", + ".s chedule", + "sm tp", + "ภķ", + "ur ry", + "ü k", + "go og", + "_sign ature", + ".int o", + "ĠSte ps", + "Ġhome owners", + "ĠNS URL", + "ĠP AC", + "ĠĠĠĠĠĠĠĠĠĠĠĠ ĊĊ", + "> ')Ċ", + "en h", + "Ġinc ap", + "$ MESS", + "Ġmo ins", + "ĠF i", + "Ġoff season", + "press ions", + "> .Ċ", + "ĠGr ass", + "ĠGo al", + "_p df", + "Hand lers", + "Ġstack s", + ".get FullYear", + "=[ ];Ċ", + "è½ ¦", + ", V", + "(s plit", + "Ñĥн к", + "Ġbake ca", + "Ġ~ /.", + "pe z", + "t ails", + "ĠG len", + "Ġset Image", + "ĠCom ic", + "B LOCK", + "ĉ This", + "o ader", + "Ġcapital ist", + "_ST EP", + "( Boolean", + "ĠCor rect", + "r ina", + "Ġconc aten", + "å® ŀ", + "() :ĊĊ", + "Ġun anim", + "ll i", + "al ars", + "- ne", + "Ġdiv or", + "ĠKick starter", + "]. _", + "< number", + "/m enu", + "GR APH", + "vis itor", + "Ġimpro per", + "_N EXT", + "Ġb isa", + "background Color", + "/ input", + "Ġmo i", + "Go al", + "li qu", + "Ġmiscon duct", + "Ġcompr ises", + "aw ns", + "ĠP ie", + "ra is", + "role um", + "Ġcur se", + "y u", + "_p oll", + ".current User", + "ES H", + "]) [", + "Ġstory t", + ")? ;Ċ", + "* =", + "ĠB urg", + "/ layout", + "_back end", + "; ?> * '+", + "åĿ Ģ", + "ac ency", + "( URL", + "_h alf", + "= l", + "Ġlist View", + "( section", + ".to Array", + "+ /", + "ĠRodrig uez", + "ist ream", + "Ġelig ibility", + ":: -", + ".new Instance", + "P B", + "ĠAs sets", + "ĠCom posite", + "ĠL abs", + "ĠHam as", + "++ );Ċ", + "Ġbl k", + "ĠNe o", + "L uc", + "@ login", + "Ġun aware", + ".m et", + "_RE LEASE", + "( ST", + "AM IL", + "ri ke", + "Ġ( ){Ċ", + "(s printf", + "ĠAccount s", + "ĠV IEW", + "ĠA j", + "ãĤ °", + "Ġwh isk", + "Ġid i", + "Ġro de", + "Ġih n", + "ĠElement ary", + "Q ty", + "Ġintrig uing", + "Ġå ¤", + "J obs", + "ĉ offset", + "ĠAh med", + "ĠTal iban", + "Ġè İ·åıĸ", + "Ġinject ed", + ".Auth entication", + "_line ar", + ".Dec imal", + "Ġapp les", + "Ġshare holders", + "Ġb aked", + ".d iff", + "ĠE ddie", + "ok ers", + "Ġconfront ed", + "vo ices", + "Ġt us", + "ĠSp in", + "N ODE", + "_ Un", + "CT X", + "/g oogle", + "Tem perature", + "Ġ' ').", + "Ġmagn ificent", + "Ġstart Index", + "semb les", + "Any one", + "z k", + "eh en", + "ĠD ame", + ". strict", + "Ġrepl aces", + "Ġline back", + "Ġpush es", + "Ġche ek", + "ĠSh i", + "_BY TES", + "RE A", + "ả n", + "_CON NECTION", + "G ateway", + "ĠTr avis", + "ĠA X", + "ĠBas ically", + "ĠUp grade", + "à ª", + "th emes", + "erm o", + "k or", + "F emale", + "_att ach", + "ĠìĤ¬ ìļ©", + "Ġpo z", + "============ ==Ċ", + "(s ymbol", + "ĠS ector", + "__ )ĊĊ", + "_p adding", + "ï¼ļ \"", + "Ġf abs", + "Ġr anged", + "set Name", + "Ġp error", + "â Ĺ", + "ĠFile Reader", + "Ġful filled", + "_C urrent", + "Ġdom inate", + "Ġsm ugg", + "Post Mapping", + "_for ce", + "Ġb loc", + "ĠG iant", + "(v ideo", + "ĠC U", + "System Service", + "Ġ elf", + "Ġkont akt", + "ë ª", + "ke es", + "gt k", + "Ġparam Int", + "Ġmark up", + "u ales", + "Ġaccount ed", + "Ġgang bang", + "RY PT", + "ĠW rong", + "Ġcred ited", + "ĠM ESSAGE", + "Ġfl aws", + "Ġbb w", + "Ġmetab olic", + "ĠO EM", + "/ event", + "(C ollectors", + "mont on", + "ap pear", + "Ġopt ed", + "Ġche at", + "Ġd av", + "ĠPro ceed", + "Ġê ¸", + "ank ed", + "и з", + "ans k", + "ĠH ang", + "ĠC ler", + "Ġdis gu", + "Ġc map", + ".cl js", + "Ġa ument", + "le z", + "ĠJo ined", + "_re ceived", + "Ġa erial", + "ot el", + "Ġgre et", + "\" s", + "ĠGen esis", + "ĠCal if", + "pan ion", + "Ġtail ored", + "m apping", + "and Expect", + ".tr ack", + "at omy", + "ĠO w", + "ull ah", + ".Y es", + "ĠSimple Name", + "db h", + "' en", + "Ġnons ense", + "Ġphilosoph ical", + "(get Context", + "Ġis so", + "ĠA CE", + "start Date", + "Ġb ÄĻd", + "ĠAUTH OR", + "ĠGlo be", + "Ġinsect s", + "_A l", + "ush ing", + "è® °", + "/ Home", + "ĠLocal Date", + "need ed", + "hes ive", + "Ġill usion", + "äº Į", + "Ġtr at", + "x o", + "/d etail", + "_M ATCH", + "Ġbroad band", + "Ġw al", + "ĠIllegal StateException", + "IRE CTION", + "Ġnor theast", + "es ium", + "ĠClient e", + "ul ance", + "nt y", + "Ġt ecn", + "Dev ices", + "Ġgr ains", + "ĠO g", + "ĠS EL", + "ud iant", + "Ġ++ ;Ċ", + "Ġexplan ations", + "oc co", + "Ġdi ets", + "Ġco hort", + "( controller", + ".Iter ator", + "-r ich", + "ro cess", + "G D", + "Ġcar bohydr", + "Ġfri ed", + "ĠEmploy ment", + "ìŀ ¥", + "ĠLeon ard", + "_ ${", + "qu ares", + "Ġcompan ions", + "Ġpar is", + "Ġstim ulation", + "ĠZ oo", + "Ġre levance", + "ĠCol our", + "Ġspe ar", + "ot ional", + "ĠL ite", + "ĠK osten", + "Ġà ³", + "_att achment", + "orph ic", + "Ġdam it", + "Ġd lg", + "Ġthr ive", + "CH ANGE", + "ĠApp arently", + "Ġat ual", + "Ġroot ed", + "( images", + "aw i", + "ari at", + "Ġch erry", + "STAT IC", + "m nt", + "ĠUser Id", + "il let", + "ĠHis panic", + "Ġn ak", + "Ġcent ro", + "Ġdim s", + "_initial ize", + "ı k", + "ĠCent ers", + "RE N", + "Ġevolution ary", + "ĠTop ics", + "_d amage", + "em er", + "Ġr und", + "Ġpun ished", + "Ġcub ic", + "f air", + "[] ;ĊĊ", + "Ġinstant iate", + "Ġover see", + "- delete", + "unte er", + "start Time", + "ĠP ipeline", + "_G AME", + "ĠC ir", + "ĉ Null", + ".Format ting", + "uc umber", + "ĠR ide", + "Ġz oo", + "Ġcheck er", + "åIJ Į", + "= C", + "Ġg rit", + "\"); //", + "_x y", + "ĠDe claration", + "Ġcall able", + "F oo", + "ĠList Item", + "Ġin accur", + "ml in", + "ĉ Data", + "Ġev olving", + "aw an", + "Ġca fe", + "fol k", + "_ID X", + "ĠAny thing", + "ĠPalest ine", + "ĠGrid View", + "Ġcol ony", + "ĠGerm ans", + "( +", + ".p id", + ".js x", + "ĠSuper ior", + "Christ ian", + "ĠL ect", + "ĉ Game", + "Ġinstrument al", + "Anim ations", + "д ал", + "ĠMos es", + "ĉĉčĊ ĉĉčĊ", + "z s", + "k te", + "ä¸ ļ", + "_D IST", + "bit map", + "d B", + "Ġp ersistence", + "ÑĢ оÑģ", + "$ l", + "B ron", + "Ġ{ |", + "_ch art", + "ĠCon sum", + "Ġh emp", + "Ġ\" ))Ċ", + "Ġattack ers", + "Ġknowledge able", + "Ġc et", + "Ġvir uses", + "' I", + "Ġpitch er", + "Ġsweep ing", + "= list", + "apt ops", + ".de pth", + "Ġinstruct ed", + "ĠR us", + "benh avn", + "Ġи н", + "S ports", + "Ġon set", + "æĿ ĥ", + ". RED", + "_s i", + "ĠP ST", + ".on Change", + "> tag", + "ĠR oh", + "_char acter", + "ĠLaw s", + "ĠB achelor", + "_s wap", + ".re activex", + "Ġreward ing", + "Med ium", + "- [", + "ĠRec ently", + "J oint", + "part ition", + "ĠMin utes", + "Ġind o", + "Ġabsor bed", + "ĠG N", + "_IN D", + "Ġsab er", + "Sp awn", + "output s", + "ĠJeff rey", + "Ġmed ieval", + "h ed", + "Gu ide", + "Ġpsy cho", + "Ġgl am", + "E lim", + "äd chen", + "_pl ain", + "ĠS au", + "-f our", + "Ġanaly zing", + "QU ERY", + "Ġtom ato", + "_button s", + "V EN", + ".set Status", + ". Url", + "+ ĊĊ", + "Ġcompl aining", + "deg ree", + "conf irmed", + "Ġsub t", + "p arsed", + "Ġtor que", + "Ġtroub led", + "ĠT ARGET", + "Ġtrad emarks", + "ĠCo ordinate", + "ĠV iv", + "Ġ// }ĊĊ", + "Ġapr ès", + ".get Position", + "(Key Code", + "ĠSil va", + "Ġmet eor", + "Ġendorse ment", + "Over view", + "ĠP oss", + ".In ject", + "Ġeven ly", + "Ġvisual ization", + "Ġw char", + "ĠH DMI", + "Ġfun ct", + "ick name", + "',' ','", + "Ġfor wards", + "Managed Object", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠ", + "ĉ server", + "ĠOut look", + "ĠChron icle", + "Ġdub bed", + "Ġd ok", + "ĠW ear", + ".A L", + "pare n", + ". Interface", + "Inter faces", + ".c od", + "Ġd ib", + ".Global ization", + "ĠAcad emic", + "Ġass ms", + "Aut om", + "Ġl w", + "ĠN W", + "Ġ&& čĊ", + "Ġproble ma", + "ĠManufact uring", + "lim its", + "-m obile", + "Ġfil me", + "/ map", + "Ġdo it", + "ĠIn k", + "Ġsu ed", + ". arr", + "Ġunder min", + "ĠPro c", + "croll View", + "__ $", + "Ġsidew alk", + "( that", + "ภ·", + "[ q", + "gram mar", + "Ġt ë", + "qu ito", + "Ġspir al", + "ext ended", + "Ġf ocal", + "Ġdig ging", + "p as", + "ĠT all", + ".pro xy", + "it ures", + "TR ACT", + "ĠRe alm", + "Ġf eder", + "Ġorient ed", + "ĠAltern ative", + "Ġo we", + "Ġsour ced", + "ink er", + ".d et", + "S ep", + "ĠQ ui", + "ĠPal mer", + "(_ ,", + "s amples", + "oy er", + "ull an", + "que z", + "Ed ges", + "Ġsh out", + "ĠA chie", + "Ġha ar", + "_Con struct", + "Ġprem ature", + "Ġre vert", + "'). Ċ", + "Ġs chn", + "filter ed", + "null ptr", + "S aved", + "itect ure", + "CL A", + "Ġv l", + "st ell", + "ĉ Me", + "ĠL ip", + "n ational", + "Ġwh olly", + "Ġspr ings", + ".T imer", + "ĉs rc", + "els en", + "åħ ¶", + "Ġcommunic ating", + "ĠQu iz", + "Ġt eng", + "Ġge z", + "ĠOut side", + ".S ign", + "(c s", + "Ġdisput es", + "ĠWe iss", + "ann es", + "> No", + "ĠB ach", + ".remove All", + "re fer", + "/d ashboard", + "ĠA jax", + "Index Changed", + "ĠWe ak", + "' \"Ċ", + "Ġs ights", + "access Token", + "ĠJ oi", + "(d omain", + "ĉc v", + "Ġcontin uation", + "Ġpl um", + "ad ir", + ".set Message", + "Ġ ï¼Į", + "Ġsw allow", + "ĠL amp", + "Ġq w", + "Ġu u", + "C oin", + "ub ic", + "ĠDe als", + "r ace", + "Ġdict ator", + "Ġmem e", + "turn ed", + "ĠJul ie", + ".grid Column", + "Ġpup py", + "Ġp am", + "Ġ) {čĊ", + "Ġinv iting", + "Ġf rench", + "v im", + "Ġwr apping", + "Ġ#- }Ċ", + "([ -", + "Ear ly", + "Ġsh iny", + ".f aces", + "Ġreb ell", + "abc def", + "ä lt", + "Ġest imation", + "ph ys", + "los ures", + "_RE L", + "Ġex clusion", + "ĠSk ype", + "we ise", + "-st op", + "no thing", + "ĠE gg", + "is ors", + "Rich ard", + "Ġcounsel ing", + "Ġcomm em", + "ĠQ MessageBox", + "ĠSy nd", + "ĠFro st", + "ĠCompet ition", + "ĠAw ake", + "Ġt ed", + "ic iones", + "ĠDev Components", + "VERTISE MENT", + "ott i", + ".run ner", + "Ġuniqu ely", + ".fl ag", + "ĉ rs", + "_g eneric", + "Ġ`` `Ċ", + "ACH INE", + "Ġme in", + "( Application", + "( br", + "Ġrat ios", + ": ,", + "ĠXCT est", + "ustain able", + "- www", + "it les", + "_T EMP", + "Ġs yst", + "umeric UpDown", + "ĉassert True", + "Ġw f", + ". peek", + "ĠBul g", + "Ġterr ifying", + ".M ODE", + "ĠG W", + "á r", + "Ġf ic", + "Ġcommit ments", + "- tech", + "ĠL iquid", + "ope z", + "z heimer", + "a ña", + "-m edia", + "( animated", + "_go al", + "Ġg um", + "yst one", + ".S ET", + "ĠW end", + "set CellValue", + "Ġmsg s", + "c ash", + "AL LOC", + "/ aws", + "Ġmic rowave", + ".Point er", + "ĉ Console", + "_s orted", + "ĠFil ip", + "Pro d", + "Ġ//! <", + "ing roup", + "Ġk s", + "_T RI", + "Ġteas poon", + "ĠAT T", + "Ġrecover ing", + "ĠG LOBAL", + ".P ar", + "Ġ/> ;Ċ", + "Ġmar ble", + "ul ators", + "ĠC ycle", + "Ġher bs", + "_m etric", + ") !", + "_C LOCK", + "_ Button", + "H arry", + "è¿ Ľ", + "Ġstr ains", + "ĠApp Bar", + "ĠCh an", + "/v ideo", + "Ġb am", + ".Pro gress", + "$ f", + "lem en", + "Ġir regular", + "ĠD uncan", + "ĠM int", + "-v ideo", + "ঠ¾", + "ó wn", + "ĠEM PTY", + "Ġstack ed", + "ĠH A", + "_c ut", + "Ġwhere in", + "ĠW ays", + "(count er", + "è¯ ķ", + "Form Group", + "Ġble w", + "c ourses", + "Ġproduct os", + "ry s", + "ĠRest r", + "Ġsty ling", + "> s", + "Ġp iv", + "Ġit ertools", + "get Repository", + "ĠI k", + "_dev ices", + "lay ui", + "Ġhalf way", + "Ġfran ç", + "Ġtun ing", + "O A", + "_N ode", + "ar de", + "Ġfier ce", + "lic ted", + "# čĊ", + "Ġbreak through", + "ĠE rik", + "Ġb ride", + "Ġ. \"", + "cul us", + "ins ide", + "ĠIndian apolis", + "ĠE E", + "Ġy og", + "urre t", + ".f s", + ". grad", + "_c ards", + "_ac curacy", + "_ep i", + "qu eda", + "/ org", + "é ªĮ", + "Ġcom pte", + ")) [", + "Out side", + "G reater", + "ĠRender er", + ". actor", + "Account s", + "Id le", + "_h ours", + "ern er", + "Jo ined", + "Ġmen j", + "requ ires", + "ĠO PER", + ".remove Child", + "ĉs p", + "Ġes se", + "r ift", + "xF E", + "ĠSh akespeare", + "________ ____", + "Ġbudget s", + "Model State", + "fill able", + "- component", + "oc os", + "ĠBUT TON", + "/ io", + ", out", + "s ms", + "Th omas", + "ĠAr med", + "res ume", + "Ġrot ating", + "ĠV ault", + "Ġse us", + ". (*", + "Ġa mino", + "Ġ[] );ĊĊ", + "Ġprov oc", + "no x", + ".Get Enumerator", + "==== ===Ċ", + "æĸ Ļ", + "_sc roll", + "Ġfil med", + "ĠS oci", + "g ap", + "g ro", + "V ote", + "\" But", + "_R C", + "An imal", + " Ģ", + "ib ile", + "Ġaw aken", + "ore st", + "in ja", + "ĠI van", + "( Command", + "Ġ *****", + "Î ·", + "Ġkv inder", + "/h elpers", + "_c ases", + "t g", + "ìĦ ¸", + "Register ed", + "ĉp ass", + "_d igits", + "Ġcont our", + "Ġinf ants", + "Ġjust ification", + "ĠFort unately", + "Con tr", + "ĠonCreate View", + "_S AMPLE", + "Ġallow Null", + "Ġn ud", + "Ġfet ched", + "_e qu", + "ĠUn able", + "=\\\" \"", + "> {Ċ", + "Ġcommit tees", + "ist ema", + "+ \".", + "ÃŃ an", + "m ant", + "Ġsou theast", + "ï¼Į Ċ", + "dialog s", + "PRO JECT", + "charg er", + "- port", + "(u uid", + ". export", + "S ix", + "ĠR P", + "P rem", + "Ġconsc ience", + "Ġmargin Right", + "_d istribution", + "y aml", + "res izing", + "D ock", + "ĠLoc ations", + "G Y", + "Se ed", + "B UFFER", + "oss ip", + "ull en", + "Th ings", + "- self", + ".p oll", + "PL AYER", + "Ġå ®", + "G ROUP", + "ĠA way", + "Ġg ospel", + "xf d", + "M ary", + "ĠPort able", + "T URE", + "Ġutil is", + "Ġse it", + "Ġstr and", + "Ġtrans c", + "Ġ( ^", + "ĠAl fred", + ".m em", + ".c ircle", + "Ġ~ /", + "for cing", + "Ġr iot", + "pro x", + "TH ON", + "iz ación", + "ĠN I", + "ro st", + "Ġdis pro", + "_in stances", + "ï¼Į âĢľ", + "ograph er", + "end as", + "ĠIsa ac", + "ĠP ine", + "/d is", + "Ġcolor With", + "iter ate", + "_str ide", + "Ġpun to", + ".Event Args", + "( center", + "Ġneighb oring", + "ĠPr ison", + "ĠMess enger", + "Ġepid emic", + "da o", + "_com plex", + "Ġgr avel", + "_D IP", + "é ment", + "ĠA ri", + "_bit map", + ".qu it", + "( valid", + "Ġp end", + "Ġrespir atory", + "Ġre bound", + "Default Value", + "ãĥ Ń", + "Ġcomm its", + ".test s", + "_f r", + "it et", + ".s f", + "Ġspace craft", + "c ritical", + "Ġde pressed", + "ĠAny Object", + "Ġun b", + "Ġdisc ern", + "(m ysql", + "L atin", + "ĠB og", + "ĠWild life", + "To File", + "iox id", + "@ RestController", + "Ġ\"$ (", + "Ġ<< \"", + "Ġdefect s", + "Ġdat um", + "h in", + "Ġreal izar", + "any ahu", + "ĠS ig", + "@ Data", + "ad aptive", + "ĠC atherine", + ".c r", + "ĠCO OKIE", + "Ġp ictured", + "ĠFight er", + "Query able", + "ĠAny way", + "ĠGL FW", + "_n amespace", + "_ ft", + "Ġ] )", + "Organ ization", + "Ġconstit utes", + "Ġqu and", + "(ch unk", + "\"/ >čĊ", + "ĠL akes", + "main window", + "Car thy", + "sp in", + "(c sv", + ": red", + "-com merce", + "ภ¹", + "Ġdiscover ing", + "Ġe co", + "_f ac", + "inc eton", + "ĠGre ens", + "j wt", + "Ø µ", + "ĠBron cos", + "ĠGood s", + "(G TK", + "Ġreturn Value", + "Ġsi empre", + "Ġneut r", + "w ent", + "ĠN atal", + "Ġenthusi astic", + "á» į", + "F N", + "/d atabase", + "C atalog", + "Ġbr un", + "ĠK ash", + "_P l", + "isc rim", + ", width", + "Ġin mates", + "Ass ignment", + "ĠH aven", + "Ġplay ground", + "ex am", + "@ Controller", + "ul iar", + ".get Parent", + "Ġ\" ;ĊĊ", + ": size", + "iss ors", + "Ġf is", + "Ġal c", + "ens ation", + "ĠN ixon", + "Ġmight y", + "- str", + "_s pecial", + "_A DC", + "ĠTw ig", + "um bling", + "- address", + "Ġher oin", + "Y TE", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĊ", + "F riend", + "Ġa ve", + "ĠP NG", + "ĠKurd ish", + "DataSet Changed", + "Ġbl ades", + "br al", + "St eam", + "Ġsig u", + "IRT UAL", + "ac os", + "UD P", + "(d atabase", + "he c", + "ĠString s", + "_scal ar", + "ĉd esc", + "ĠT LS", + "; \"Ċ", + "ĠCor byn", + "Simple Name", + "u ell", + "ĠEnt re", + "ell ites", + "- place", + "Ġfrank ly", + "ĠE rf", + "CE L", + "Ġpa ÃŃs", + "Ġh edge", + "Ġlat ent", + "ĠIR Q", + "ĠH erald", + "ĠP rec", + "ë³ ´", + ".T EXT", + "Sal ary", + "Ġaut umn", + "Ġtrav ail", + ".S um", + "Ġc ared", + "M or", + "Ġint uitive", + "Ġj ournals", + "_ IT", + "ĠT rou", + "ä¼ ł", + "Has ColumnName", + "Com posite", + "Ġsp ice", + "_d isk", + "_CODE S", + "ĠInt roduced", + "ion a", + "Ġnue stra", + "o ct", + "ĠĠĠĠĊĠĠĠĠĊ ĠĠĠĠĊ", + "(param eter", + "Ġstud ios", + "Ġproject Id", + "Ġbd sm", + ".Sql Client", + "im izer", + "ĠC ARD", + "+ t", + "a an", + ".s ol", + "_Ad just", + "Ġright eous", + "ĠLog ging", + ".f ilters", + "_T AB", + "ĉs ys", + "roph ic", + "other apy", + "ĠB rowse", + "key board", + "R ON", + "+ \\", + "ro pped", + "Ġext ensively", + "f k", + "Ġl ime", + "year s", + "Ex c", + "Ġs ph", + "Ġche ating", + "and ro", + "ÃŃ o", + "Ġpr ince", + "o ire", + "ĠD estination", + "ĠConvert s", + "Ġup stream", + "o led", + "Ġserv ants", + "Ġsem antic", + "Ġcr unch", + "Ġevent ual", + "run ner", + "/ error", + "Sp in", + "Ġsecret ly", + "Ġas semble", + ".P erson", + "end error", + "_ <", + "Ġp endant", + "S leep", + "ĠChem istry", + "Ġboss es", + "l k", + ")) ),Ċ", + "Block ly", + "DE VICE", + "Ġreflect ing", + "Ġam ple", + "Mill iseconds", + "ĠPresident ial", + "Ġus uarios", + "ĠN Z", + "ĠSal ary", + "ĠA manda", + "_n p", + "j ury", + "Ġkö n", + "Ġtherap ist", + "Ġhomosex ual", + "ĠDr ake", + "-w indow", + "ĠLoc ated", + ".D river", + "ĠV IDEO", + "Ġmerch ants", + "ĠC hest", + "- lock", + "/ php", + "Ġmil ano", + "_ST YLE", + "arg er", + "ide a", + "G UID", + "adv anced", + "me al", + "Options ItemSelected", + "=' %", + "ĠCh am", + ": data", + "(st at", + "Will Appear", + "Ġinform al", + "aj i", + "Ġre productive", + "ĠC AS", + "ãģ £", + "F UNC", + "ĠR uth", + ")+ (", + "CON ST", + "ĠF ans", + "Ġgroup Id", + "xffff ffff", + "Ġsam pler", + "Ġ}} \">", + ". the", + "Ġh ollow", + "W AY", + "ĠFac ulty", + "Attrib utedString", + "ĠLook s", + "ĠR ex", + "j k", + "ĠM IL", + "Ġb ard", + ".L ong", + "Ġliv est", + "Ġsk al", + "ic ism", + "MA IN", + "Ġmu cho", + "B ODY", + "Ġes e", + "ĉ use", + "F oot", + ".SQL Exception", + "Ġinherit ance", + "re ceived", + "Ġput as", + "ed is", + "als a", + "ĠError Message", + "Book ing", + "Ġtr act", + "ac z", + "ĠC ant", + "_reg ex", + "Ġide ological", + "Ġj ihad", + "h os", + "/s ys", + "col m", + "(p ool", + "Ġest án", + "ĠP ending", + "em ás", + "Ġktó ry", + "));ĊĊ Ċ", + "trans actions", + "Ġw ield", + "it ere", + "ert ure", + "_s s", + "Ġstretch ing", + "Ġprison er", + ".Read All", + "Ġbes ch", + "-- ;čĊ", + "Ġcr isp", + "_SC AN", + "Ġa e", + "Str ict", + "ĠMin neapolis", + "ĠBo eing", + "ar is", + "re k", + "_p ipe", + "Ġpri ests", + "(E IF", + "eh icles", + "ĠInter active", + "b etween", + "ĉNull Check", + "ĠBl air", + "ĠL t", + "_in line", + "eth yl", + " ¼", + "_p ackages", + "Ġbarrel s", + "_ he", + "Ġreg exp", + "_ pts", + "_H andler", + "ing ular", + "ĠN issan", + "ĠR anch", + "Ġper ch", + "Un supported", + "Sm ith", + "ĠLeg ends", + "M i", + "Ġg f", + "st eder", + "Ġacqu iring", + "Ġsim ulator", + "() ,\"", + "re ceive", + "Ġin place", + "A CTION", + "ĠWeb Driver", + "files ystem", + "< Order", + "lo pen", + "ĠHE IGHT", + ".set Border", + "į °", + "__ [\"", + "Ġcl amp", + "Seg oe", + "b ands", + "to List", + "amb a", + ">' +Ċ", + "Ġcred ible", + "am at", + "play ing", + ".setImage Resource", + "qu el", + "Ġpod r", + "ge om", + "E k", + "ĠQ atar", + "Ġg eld", + "? ',Ċ", + "Ġc yl", + "( ax", + "ĠW I", + "ur ally", + "ĠBr asil", + "Ġsen za", + "ale y", + "on en", + "Ġb ah", + "Ġmolec ule", + "R ad", + "è¿ °", + "AN CH", + "- background", + "- agent", + "Ġprol ifer", + ": boolean", + "Ġt ide", + "erial izer", + "_ ;čĊ", + "F ee", + "** )", + "erg y", + "ĠHon or", + ".Log ging", + "ir is", + "Ġunder mine", + "ĠD y", + "Ġt yr", + "Ġde que", + "Ġdam er", + "([] )Ċ", + ".layout ControlItem", + "pe ated", + "C AN", + "rag ments", + "L and", + ") ]);Ċ", + "ĠS ah", + "ĠDE CL", + "With in", + "ĠN amespace", + "an other", + "sem bling", + ".des cribe", + "Con sum", + "ĠF ear", + "g iven", + "Or ange", + "< boolean", + "Ġstead ily", + "pa Repository", + "Ġresult Set", + "_ ENTER", + "_re peat", + "Ġt ones", + "ĠPRO P", + "n al", + "part icle", + "Ġsign aling", + "Ġaccess ory", + "ĉĉĉĉĉĉ ĠĠ", + "Ġvie le", + "ĠNo ah", + "- ag", + "Ġmur ders", + "Ġa ired", + "ĠPL AY", + "ĠS ullivan", + "_C ore", + "Ġul ong", + "Ġblog ging", + "> This", + "Ġdata Index", + "Ġprint able", + "ĠE yes", + "_target s", + "(P y", + ". over", + "Ġbr u", + "am pton", + "Ġplaint iff", + "< Key", + "b ull", + "Ġ⣠¨", + "Iss ue", + ".cor nerRadius", + "C ritical", + "_p hi", + ". angle", + "Ġdynam ically", + "! \");čĊ", + "> );Ċ", + "in vest", + ".* ĊĊ", + "Ġt élé", + "Ġsuper f", + "Ġcas cade", + "DT D", + "Ġviv id", + "Ġsubsid ies", + "ĠH ass", + "Ġcoll aps", + "Ġcer amic", + "{} \".", + "ĠLeak age", + "-tr ash", + "coll apsed", + "-s ocial", + "ĠCh ad", + "Ġincl ined", + "Ġst o", + "Ġstory board", + ".p ayment", + "stack overflow", + "ĠRaid ers", + "Ġ# '", + "olic ies", + "ìľ¼ ë¡ľ", + "em ap", + "Ġk j", + "Ġqu ota", + "ĠGard ens", + "ë² Ī", + "ĠAng els", + "Ġof t", + "Ġlower case", + "Ġi Param", + "Ġche apest", + "un ta", + "_p kt", + "ic ators", + "Ġle urs", + "Ġdecre ases", + "ĉ define", + "PRE C", + "amm ers", + "ĠPre paredStatement", + "(d irection", + "Ġcre ws", + "ark ed", + "ĠMem phis", + "ĠS ell", + "G TK", + "Ġm aid", + ": disable", + "éĽ Ĩ", + "ĠP f", + "Ġal beit", + "open h", + "?> \">Ċ", + ".get Source", + "(s cale", + "D u", + "ĠP IL", + "_ref resh", + "Ġbet s", + "(c ar", + "ĠV on", + "| --------------------------------------------------------------------------Ċ", + "ĠGr at", + "M uch", + "( Dialog", + ".stop Propagation", + "Ġte k", + "Ġex its", + "'], $", + "Ġphone Number", + "uc s", + "ec imal", + "------------ --", + "in p", + ".po jo", + "Ġcor pus", + "Ġpractition ers", + ".p ic", + "\" testing", + "Ġstring By", + ".Not Null", + "Ġr ang", + ".D ynamic", + "_R ender", + "аÑĤ а", + "Wait ing", + "ĠW ik", + "Ġoverwhel med", + "% \">", + "ĠA E", + "}} >Ċ", + "u w", + "_t yp", + "Ġbuck ets", + "Ġgre eting", + "Ġla ughter", + "Ġant agon", + "uggest ion", + "- email", + "ĉt op", + "Ġer os", + "_tr i", + "Ġiss uing", + "Ġh á", + "Ġisol ate", + "Over flow", + ", E", + "Ġnut ritional", + "ĠAbb ott", + "Ġn f", + ".t ouch", + ".fetch all", + "_z ip", + "\") }Ċ", + "Ġam at", + "ĠC isco", + "Ġn Ã¥", + "PLE X", + "Ġse i", + "f oto", + ".to Json", + "å¤ ļ", + "ĠKle in", + "Ġlib c", + "Ġmin ers", + "å ¢", + "- print", + "ĠP ride", + "T odos", + "Ġmask ed", + "Ġset Data", + "Ġtele fon", + "Ġunh appy", + "ĠT ables", + "ge b", + "( debug", + "_all owed", + "- access", + "Ġlog istics", + "Ġg ems", + "ĠM ature", + "Ġr sp", + "ĠAl le", + ".get Bytes", + "\\ web", + "ynchron ized", + "Par agraph", + "Ġth rottle", + ".sql ite", + "cons ulta", + "ĠSe ah", + "C e", + "Ġsub mar", + "ER E", + "V ous", + "Ġre ddit", + "Ġsql alchemy", + "-m ile", + "oc ide", + "P our", + "}} \">Ċ", + "st ead", + "Ġ@ (", + "Ġ[ ])", + "ĠAd s", + "Ġover load", + "r idden", + "ĠDes ert", + "ĠW rap", + "ĠPortug uese", + "et z", + "ĉf irst", + "Ġmile stone", + "æĹ ł", + "Ñĥ Ñī", + "(s uccess", + "< Vector", + "co ol", + "Ġ[ ]);Ċ", + "erv als", + "Ġin vert", + "\" io", + "cur so", + "fr agment", + "Ġfeas ible", + ".set Position", + "Ġel m", + "Ġimag in", + "@ Spring", + "Ġb ats", + "pu és", + "ga lement", + "ns ic", + "gi ene", + "ell ation", + "ĠBa iley", + "Sh ar", + "ĠT ul", + "ĠH K", + "Ġfree zing", + "gl m", + "ce ans", + "-c ut", + "_c ircle", + "åij ĺ", + "n egative", + "Ġind ian", + "s alt", + "Ġt ing", + "ĉm od", + "Ġs int", + "ak in", + "um l", + "ĠText Input", + "Ġpop ped", + "T MP", + "Ġpark ed", + "×Ļ ×", + "ĠF usion", + "Ġhe ater", + "ET F", + "ro zen", + "h all", + "ĠM ik", + "lev ard", + "- heart", + "ĉ order", + "M aking", + "Ġpled ged", + "Ġdir s", + "$ post", + "ĠH err", + "stant iate", + ", \"Ċ", + ".get Color", + "ĠS AT", + "Ġtimed elta", + "ĠM ai", + "ĉm ethod", + "Ġid iot", + "ĠTr av", + "ident ified", + "ĠDiv ine", + ".get Path", + "D ash", + "Ġinf iltr", + "Ġhandle Submit", + "bro ok", + ".g eneric", + ".short cuts", + "................................ ................................", + "Ġdat ings", + "ĠM V", + " #", + "} \"ĊĊ", + "Ġimprison ment", + "ason ic", + "rou d", + "uc ion", + "æĬ ¥", + "Ġdia lect", + "Ġon Mouse", + "const expr", + ".label Control", + "Ġwe aker", + "Ġman kind", + "ĠRE CE", + "Ġd iz", + "Ġapp Bar", + "Ġqu é", + "f ra", + "_default s", + "Ġal iqu", + "_at om", + ": indexPath", + "Ġmiss es", + "Ġvis ually", + "ĠH ands", + "STR U", + "i ates", + "_ asset", + "F inder", + "mid t", + "Ġsn acks", + "(__ ('", + ". uri", + "ĠIn strument", + "ven ir", + "($ __", + ".Dot NetBar", + "Ġconfig s", + "Ġguess ed", + "ि à¤", + "Ġinitial izer", + "Ġ? \",", + "ĠVer izon", + "man ifest", + "ge ben", + ".d etails", + "G ate", + "pons ible", + "ĠEl im", + ", str", + "Ġwrit ings", + "ĠD erek", + "ĠCo ordinator", + "Ġpill ow", + "Ġnotice able", + "R s", + "Ġduplic ates", + "ern els", + "k J", + ".z z", + "oll and", + "ĠSE CTION", + "_f name", + "uff led", + "'].' \")Ċ", + "ĠD ollar", + "Ġem oji", + "Car ousel", + "- player", + "Ġadjust ing", + "Ġjug a", + "alleng es", + "g ene", + "(body Parser", + "lop edia", + "ĠBeh ind", + "Ġslee ves", + "Ġdrag ging", + "ĠChe vrolet", + "Ġb iz", + "iv ities", + "ĠFrequ ency", + ", char", + ".W HITE", + "_pre view", + ") ';Ċ", + "_ ax", + "ION S", + ".c pu", + ".input s", + "UB E", + "_fe ed", + "ĠSup plement", + "! ).", + "es us", + "ĠU DP", + "Ġmicro phone", + "Ġconf irms", + ".is NotEmpty", + "\":\" \",Ċ", + "_S CREEN", + "ĉ expected", + "+-+- +-+-", + "ĠH ait", + "fast call", + "Ġdep ict", + "v b", + "_p icture", + "ĉd escription", + "ĠW ife", + "uc i", + "Ġv icious", + "ä» ĸ", + "ue ba", + "Ġset User", + "ãģ ¡", + "Ġd iving", + "Ġoper a", + "user content", + "ar ah", + ") },", + "y un", + "vel t", + "Ġun covered", + "Ġh ips", + "Ġosc ill", + "Ġassert ing", + "ĠX i", + ".re store", + "ke a", + "Ġsp elling", + "Ġder ive", + "ab we", + "ĠD ow", + ".set Type", + "_v s", + "Ġco zy", + ".c ategories", + "O rg", + "_m gr", + "Ġd ungeon", + "collection View", + "ĠBl ank", + "ac ias", + "ä ä", + "_clean up", + "_ACT IVITY", + "Ġtri angles", + ".Menu Item", + "Ġip hone", + "ĠW on", + "] ]ĊĊ", + "ĠCompar ison", + ".D oc", + "Ġcan onical", + "ĠSud an", + "') {", + "Up Inside", + "b uiltin", + "ENC Y", + "x be", + "Ġch uck", + "Ġcontrad ict", + "Ġnuest ro", + "Ġarchitect ural", + "ĠF ib", + "Ġcomp ares", + "* k", + "C fg", + "çĦ ¡", + "nt en", + "Match es", + "ĠDOWN LOAD", + "_HAND LER", + "man agement", + "[ S", + "EN G", + "ÂĢ Â", + "f ang", + "Ġsl ipped", + "ĠL anka", + "esc aping", + "Ġtack les", + "ĠPed ro", + ".P rop", + ".' '", + ".G enerated", + ".New Guid", + "at rigesimal", + "ill on", + "Ġstat istic", + "spec ies", + "hold ing", + "Dr upal", + "Ġfundament ally", + "Ġbond age", + "Ġres olutions", + "Inline Data", + "\\ Type", + "est ion", + ".w rap", + "Ġwar riors", + "ĠLOC AL", + "Arch ive", + "Ġembr aced", + "á» §", + ".V er", + "ĠAff ordable", + "oles ale", + "ĠAp plied", + "ĠCon version", + "m ega", + "_c am", + "Ġcer emon", + "aur us", + "ĠVol k", + ".op ens", + "/ about", + "ĠSt d", + "j ournal", + "()) {čĊ", + ",\" \\", + "( Arrays", + "ĠD ense", + "ase ña", + "än ner", + "/ stat", + "user Data", + "Ġg erman", + "Ġt z", + "worth y", + "Format Exception", + "ph erd", + "Ġsm iles", + "ĠWh enever", + "( adapter", + ".bad logic", + "Ġbrief ing", + ".Grid Column", + "- char", + "dim ension", + "ĠC opper", + "Ġnin th", + "Ġ' {{", + "Ġr av", + "_T able", + "Ġderiv atives", + "ĠR aise", + "ĠF ut", + "arm or", + "-p adding", + "Ġre min", + "ĉ style", + "ĠMembers hip", + "Ġspread s", + "Ġgall eries", + "ĠClar ke", + "Ġcon ception", + "min ute", + "Ġab usive", + "_ad j", + "Ġterr ific", + "Ġover t", + "our cing", + "Ġentr ada", + "level s", + "Ġcrit ique", + "Ġrespect s", + "ĠM MA", + "i ene", + "Ġenc aps", + "ĠRay mond", + "Div ider", + "iv able", + "b az", + "Ġ@ _;Ċ", + "ĠCl aire", + "Ġur ging", + "CE E", + "Ġtransform er", + "disc ord", + "ĠJ ourney", + "t os", + "Ġcompet itions", + "ĠO BJ", + "ĠB is", + "Ġrelax ation", + "id y", + "_IN STANCE", + "ĠP ref", + "d ados", + "ici encies", + "ĠMedia Query", + "ĠC ube", + "ĠStr ange", + "g pu", + "(d ays", + "_Init Struct", + "Ġfinger print", + "em at", + "ĠGe cko", + "Ġr ails", + "ĠL um", + "str action", + "ig ung", + "(m ovie", + "_d ictionary", + "_int errupt", + "ĠQ C", + "ik ed", + "append Child", + "rec ipient", + "r é", + "V e", + "Ġtow el", + ".last IndexOf", + "Ġplace bo", + "ĠW ie", + ".es p", + "( Debug", + "oper ative", + "Ġdece ased", + "& id", + "ĉm utex", + "el ic", + "Ġb apt", + "ĉ čĊčĊ", + "Ġfar ther", + "H alf", + ".dis able", + ".menu Strip", + "le ccion", + "Ġresult Code", + "Ġc ans", + "-e lection", + "f emale", + "_F IX", + "aus ible", + "ĠP OWER", + "Ġrecon struction", + "Ġsc ans", + ".Xtra Bars", + "âĢĺ s", + "Rem oved", + "Ġparagraph s", + "_m argin", + "Ġl ymph", + "Ġb os", + "ling ton", + "ĠBapt ist", + "Ġadvertis ements", + "ĠMan age", + "/ yyyy", + "IO US", + "ENC ES", + "ĠF iction", + "ĉm enu", + "ĠFile OutputStream", + "ov an", + "ĠF eng", + "Ġsk ipping", + "get Class", + "ann i", + "Ġreb ounds", + "Ġpublic ity", + "Ġing res", + "use ment", + "Ġthought ful", + ".Ch art", + "Ġhat te", + "pass port", + "Ġhook ed", + "ĠL ens", + "Ġflag ship", + "Ġst ip", + "ĠG EN", + "Ġcl ues", + "ip v", + "ĠR ise", + "ĠG ew", + "tab lename", + "Ġfore most", + "_ validate", + "_an alysis", + "oll a", + "Ġqual ifications", + "Ġdistrib utions", + "ĠFl ower", + "Ġt ense", + "Ġthank ful", + "Ġcl utch", + "Ġun ified", + "ro ads", + "Ġsit i", + "Ġst all", + "_P RIORITY", + "c stdlib", + "_USER NAME", + ".by tes", + "? page", + "ermal ink", + "ĠVe get", + "/v nd", + "- author", + ".N ONE", + "ĠCon current", + "ĠC ry", + "Ġstart ers", + "ĠInter action", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠ", + "ĠLE VEL", + "E ll", + "Ġcom boBox", + "ĠTh eresa", + "te k", + "_H andle", + "Ġab y", + ".g dx", + ", end", + "(L ocal", + "O l", + "kn ife", + "ar ial", + "ĠH off", + "Ġprostituer ade", + "Do ctor", + "Inst ances", + ".Set Value", + "ĉf rom", + "Ġlux urious", + "Ind ent", + "Alloc ator", + "_D RAW", + "(\", \",", + "ĠFr ances", + "Ġgroup Box", + "(s chema", + "Print f", + "OR IES", + "- gradient", + "Ġre put", + "ar in", + "_D ONE", + "in cre", + "ig nty", + "Ġex ert", + "Ġ- .", + "/ App", + "-th rough", + "Ġdecl ining", + "Ġdess ert", + "Ġinc umb", + "Ġdesign ation", + ".P ORT", + ", strong", + "Ġsand box", + "Ġw ines", + "ĠP av", + "$ str", + "ask ell", + "Ġh ö", + "ĠP Y", + "Get Instance", + "Text Input", + "game Object", + "/ events", + "created At", + "Ġlocal Var", + "ĠWH ITE", + "per ed", + "ile ge", + "eff icient", + ", color", + "c ate", + "ĠC afe", + "Ġsimilar ities", + "Ġp umps", + "ĠHung ary", + ".User name", + "Ġsk ate", + "Ġtouchdown s", + "Ġacceler ate", + "ĠH elen", + "OM EM", + "ĠK un", + "_v ol", + "Ġfind All", + "ĠMens chen", + "a head", + "); \"", + "kom men", + "Ġpossess ed", + ".arg max", + ".trans ition", + "AR P", + "OLUM E", + "(s cript", + "ĠÐ ĺ", + "ĠF inding", + "on ces", + "I o", + "B old", + "Ġrenew al", + "_D IALOG", + "Ġdis reg", + "INT ERN", + "Ġt oute", + "Ġelect r", + "ĠG ross", + "ĉ true", + ".F ields", + "ĠW IDTH", + "ĠD ent", + "Ġà ģ", + "NS Notification", + "Ġa os", + "Ġme lee", + ". Validation", + "ĠDE C", + "-depend ent", + "Ġsu ic", + "T raits", + "$ message", + "ĠD ear", + "ĉ FILE", + "l anguages", + ".P rot", + ".add r", + "-g eneration", + "IC ON", + "Ġtrans plant", + "-d escription", + "Ġch asing", + "Ġche es", + "Ġ} */Ċ", + "Tr ad", + "qu eries", + "/widget s", + "sub package", + "Ġes pec", + "Ġcr acked", + "Ġcompet itor", + "P urchase", + "- team", + "olec ular", + "or Thunk", + "& P", + "Ġrel ent", + "/ #{", + "Ġproduct Id", + "Ġè ¾", + "ĠL av", + "ĠAl ter", + ".M ode", + "AD IO", + "gr p", + "æ ·»åĬł", + "Qu it", + "Ġdepth s", + "-c ategory", + "ĠD ATABASE", + "S PELL", + "ĠFal con", + "ĠQString List", + "Ġ'' .", + "ĠIn stitution", + "d amage", + "az or", + "bel ongsTo", + "ver ages", + "ĠN ONE", + "ipp ets", + ", \\Ċ", + "Ġfoot print", + "_ archive", + "n ak", + ".get Field", + "ĠRef lection", + "Ġ' ]", + "ĠH BO", + "_dis count", + "Ġin cest", + "ĠD odge", + "ĠW ade", + ".N O", + "\" encoding", + "ĠBlock chain", + "Ġlaws uits", + "ĠM aint", + "ch ten", + "Ġét ait", + "Ġktó re", + "_ ctl", + "(t imer", + "B attle", + "iz o", + "ay ed", + "I OR", + "ĠGlas gow", + "Ġsyn th", + "_log s", + ".p ose", + "_Adjust orThunk", + "(( &", + "Ġuns ure", + "yst ate", + "íķĺ ëĬĶ", + "O ULD", + ". ng", + "Ġdefault dict", + "work space", + "Ġselect ive", + "Picker Controller", + "YNAM IC", + ".method s", + "Ġpath ways", + "ĠF ew", + "K G", + "CRY PT", + "follow ing", + "ĠD LC", + "ĠS ara", + "Ġpres et", + "estruct or", + "ĠK urt", + "Ġair plane", + "Ġo mp", + "ĠParent s", + "ĠMart inez", + ".com plete", + "Ġbroad ly", + "Ġsc are", + "ĠM é", + "Ġelim ination", + "Ġpou red", + "/ sw", + "Ġcom un", + "Ġm asc", + "ĠOrgan ic", + "ĠString Utils", + "il ateral", + "Ġreluct ant", + "- age", + "Ġn z", + ".\" \\", + "Ġpast or", + "ale z", + "Ġe fect", + "pro v", + "/ init", + "Ġp enn", + "und s", + "Ġs size", + "ĠPro j", + "bas ename", + "Ġsh ells", + "ĠNe ck", + "ĠEn forcement", + "vid ed", + "st own", + "S phere", + "$ r", + "uss en", + "af il", + "ĠTele gram", + "Ġanaly tical", + "нÑĭ е", + "us ually", + "x n", + "Ġhistor ian", + "ĠGreg ory", + "ol ph", + "ĠUn a", + "Ġcon tributes", + "% -", + "anti ago", + "ÑĢ ед", + ".reg ion", + "Ġab rupt", + "ĠUnsupported OperationException", + "ĠT ASK", + "_f inish", + "Ġnot orious", + "ĠV s", + "ĠM Q", + "Ġsun set", + "Ġun acceptable", + "ar cer", + "Ġill umin", + "ĠOr b", + "Ġb h", + "E ste", + "_dis patch", + "Ġr ipped", + "Ġtou jours", + "ĠPar cel", + "_ ll", + ".user Name", + ".class es", + "S OURCE", + "( Number", + "ел Ñı", + "Ġhead phones", + "(s ide", + "const itution", + "ann ah", + "čĊ ĠĠĠĠĠĠĠĠčĊ", + "Ġcl iff", + "- ref", + "Ġmo strar", + "ĠPow ell", + "+ y", + "ĠB G", + "_f ragment", + ".P ort", + "Ġreal izing", + "param ref", + "Ġh ometown", + "@ Table", + "+\" --}}Ċ", + "F rench", + "Entity Manager", + "ĠPl ain", + "//////////////////////////////////////////////////////////////// ////", + " ³", + "( RE", + "c apt", + "Ġorgan isms", + "Ġj ets", + "ol ocation", + "ĠApp RoutingModule", + "Ġgl orious", + "æľ į", + "Ġdisc arded", + "ĉĉĉĉ ĠĠĠĠĠ", + "ĠArn old", + "l ug", + "Ġpar l", + "Ġhorm ones", + "Ġm ah", + "ĠSon ic", + "Ġorgan izers", + "_PL ATFORM", + ".in v", + "Ġch ord", + "vent ional", + "ĉ of", + "Ep isode", + ". Enum", + "unk t", + "ĠD h", + "ĠJ ared", + "ĠN ak", + "Ġint ends", + "End ian", + "Ġa ustralia", + "_c v", + "(res olve", + "Ġclin ics", + "lik ed", + "ASH INGTON", + "in ha", + "' *", + "ĠN P", + "_b eh", + "Ġh f", + "Ġw ür", + "c ategoria", + "$ form", + "Ġsub way", + "Ġis Active", + "pop ular", + "C our", + "Ġco oldown", + "Ġa insi", + "ĠGL uint", + "ere al", + "Ġarray Of", + "Ġh atch", + "======== ==", + "ress es", + "_P P", + ". ^", + "_dec ay", + "ĠB less", + "met rics", + "ĠCOPY ING", + "ĠDump ster", + "ĠJos é", + "ĠDesign s", + "<", + "Ġ\" }Ċ", + "time zone", + "Ġe er", + "max cdn", + "ĠE SC", + "ig aret", + "_conn ected", + "_re verse", + "Ġquestion able", + "ĠUS C", + "Ġtut ti", + "Ġdrop out", + "ĠActiv ities", + "ĠW inds", + "')) );Ċ", + "Ġcon gest", + "ÄŁ ı", + "Ġprolong ed", + "è¿ Ļ", + "ĠCross AxisAlignment", + "LE EP", + "ĠVAL ID", + "ĠG az", + "Ġdepend ence", + "ĠP rix", + ".Compiler Services", + "j ump", + "Ġstr at", + "c irc", + "ĠC USTOM", + "x aa", + "Ġb mp", + "Ġb ureau", + "Ġw aren", + "N X", + "( Window", + "ĠChrist ie", + "_F E", + "Ġt n", + "ĠOm ega", + "communic ations", + "Home Page", + "com pletion", + "Ġsupply ing", + "YP ES", + "á vel", + "åĪ ¶", + "(c lick", + "\\ Contracts", + "/ questions", + "Ġe z", + "AM S", + ".m esh", + "Ġ' \\Ċ", + "Rob ot", + "Json Object", + "ĠD F", + "ĠProcess or", + "_sh ould", + ".prot obuf", + "- users", + "Ġemb ry", + "F ONT", + "Ġstart ups", + "ĠData Source", + ") #", + "uro s", + "_C olor", + "Ġstand alone", + "} [", + "j d", + "Ġforg ive", + "Ġng x", + "ĠGener ally", + "Ġconfig urable", + "/ order", + "Ġv as", + "') \";Ċ", + "ĠR R", + "ĠT roy", + "Ġcomprom ised", + "ĠSw an", + "int endent", + "Cent ral", + "_ keeper", + "Ġar quivo", + "ĠRead Only", + "_cur ve", + "k v", + "ent in", + "è ±", + "ĠE y", + ".im read", + "ĠP am", + "if fe", + "at ivity", + "xb c", + "Ġgr im", + "-f illed", + "names e", + "'] :", + "Ġa ur", + "ĠGib son", + ".Mouse Event", + "Ġl ado", + "avad oc", + "Ġfam il", + "ĠM oder", + "f ps", + "ãĢĢ ãĢĢ", + "- example", + "ĠAl zheimer", + "ĠU tf", + "_arg uments", + "Con clusion", + "text Content", + "rem aining", + "Ġinterrupt s", + "ĠBack up", + "ĠM ong", + "Ġrecept ors", + "h istor", + ".cor outines", + "Ġsh outed", + "Al arm", + "Ġcomb ust", + "Ġg rote", + "ult ural", + "( ids", + "---------------------------------------------------------------- ----------------", + "ipl inary", + "O pts", + "ĠY ale", + "local Storage", + "Ġequ ival", + "ĠF leet", + "\\ b", + "* pi", + "ĠQ Label", + "æ ¡", + "Ġv x", + "ĠA CL", + "Ġsu cesso", + "Ġper c", + "ĠNot re", + "Ġan arch", + "R ing", + "sp b", + "Ġstr pos", + "st ores", + "ĠMap le", + "(Main Activity", + "(\" \"))", + "Ġview Holder", + "Qu ad", + "Ġig ual", + "ors che", + ".m argin", + "Ġind ie", + "Ġfr anc", + "ĠForm Builder", + "ĠPart icip", + ".fl ash", + "Ġstorm s", + "U lt", + "Ġf en", + "[ new", + "E ver", + "=\" Ċ", + "Ġlocal ized", + "_f ollow", + "Ġn ave", + "Ġdomin ance", + "(t ile", + "J ournal", + "ĠV C", + "Ġpenet ration", + "ï¼ ķ", + "Ġcomp artment", + "Ġb ids", + "Form atted", + "****** /ĊĊ", + "(c ity", + "âĢĶ it", + "[ C", + "Ġuse Callback", + "a ub", + ") ?.", + "ĠV AR", + "ĠSe bastian", + "ĠM oss", + "Ġabund ant", + "G reg", + "ÑĤ а", + "_c i", + "Ġbib li", + "CR M", + "ĠAt tempt", + "ism e", + "d ash", + "ãĢ İ", + "_m u", + ".Formatting Enabled", + "Ind eed", + "-d irect", + "Ġsuck ing", + "Ġp ne", + "ocab ulary", + "ĠPack ers", + ".N avigation", + "Ġp ied", + "cri bing", + "ĠSt uart", + ".To Double", + "ĠSecond ary", + "S aving", + "ĠD ut", + "ĠM add", + "M agic", + ", H", + ".document Element", + "ĠB ST", + "Ġdiff ers", + "Ġmore over", + "_ nd", + "SE ARCH", + "п ÑĢав", + "æ ´", + "to Match", + "Ġdecre asing", + "-m ember", + "amp us", + "( boost", + "D aily", + "Data GridView", + "ĠHttp Context", + "Ġh ipp", + "_work ers", + "-l anguage", + "é ĵ", + "Ġconsist ed", + "ath ing", + "ĠMer cury", + "$ content", + "Ġpract iced", + "ĠMod ules", + "_D AY", + "Ġweakness es", + "ĠL odge", + "Ġn ar", + "ĠM ate", + "Ġj p", + "ĠHttp Headers", + "Ġsm o", + "ĠT OKEN", + "] )(", + "Ġaqu i", + "sw agen", + "Ġs rv", + "ĉ ans", + "A round", + "ĠMan uel", + "Ġfiction al", + "ĠIM G", + "Ġ. '", + "ĠB erry", + "Ġwall paper", + "sex ual", + "ier o", + "Ġ çļĦ", + "ìĨ Į", + "Backing Field", + "ĠAd rian", + "BASE PATH", + "Ġrepe ats", + "Ġbl ues", + "Ġunp redict", + "_c oll", + "st acle", + "ĠT umblr", + "ĠEl f", + "Ġass urance", + "Ġc ensus", + "ĠIM PORT", + "END ER", + "an os", + "Ġ= (", + "ĠEll is", + "\" ĊĊĊĊ", + ".w in", + "ĠA bove", + "al on", + "_t ick", + "Ġrepresent ations", + "Ġæ ķ", + "w id", + "ĠAr ms", + "List a", + "_f ailure", + "_c m", + ".Flat Appearance", + "Ġthr one", + "P atch", + "ĠV oy", + "eng l", + "Ġnegot iating", + "> `", + "Ġshoot s", + "ĠF PS", + ".Y ear", + "ĠK iss", + "enc ión", + "reet ing", + "From File", + "Ġresign ation", + "Ø ·", + "Ġtw ins", + "Æ°á» £", + "Ġge bru", + ".get Content", + ".T ree", + "ĠEmploy ees", + "ĠF IFA", + "Ġcert ainty", + "(C l", + "Ġtot als", + "edit able", + "ॠĢ", + ".Report ing", + "M as", + "qu iet", + ".r ules", + "ĠV O", + "con exion", + ", K", + "Ġalloc ator", + "ĠPow der", + "\\ Repository", + "Be at", + "_t ipo", + "Ġ[' ',", + "_IN TR", + "Ġ<< <", + "< hr", + "\") ==", + "ugg age", + "ĠC raw", + "Ġé galement", + "Ġg inger", + "Ġprim era", + "Ġprod uto", + "lt k", + ".User Name", + "Ġstr error", + "m ith", + "_n b", + "Ġdis comfort", + "']; ?> \");čĊ", + "drop IfExists", + "ĠB eg", + "_H AL", + "Ġcross AxisAlignment", + "ĠE vidence", + "Ġpec uliar", + "Ġinstit ute", + "ve is", + "Ġf ft", + "à ģ", + "Ġzo ekt", + "an aly", + "ĠHom eland", + "Ġpen etr", + "udden ly", + "ĉ element", + "ĠB ren", + "ĠTr udeau", + "ĠCub an", + "j am", + "us lim", + "_e v", + "Ġst ems", + "} %", + "Ŀ å§ĭ", + "Ġbrand ing", + "Ġcorrespond ence", + ".j query", + "¢ åįķ", + "ĠRead s", + "(Http StatusCode", + "ass in", + "(s lot", + "ĠGrad uate", + "/// <", + "Ġinform ations", + "EN ABLE", + "Ġp uis", + "Ġfind er", + "ĠBr is", + "Ġnett steder", + "_m id", + "Ġo gs", + "ĠSter ling", + "Ġar rog", + "str ftime", + "| ĊĊ", + "Ġvo x", + "ĠReg ardless", + "Ġes o", + "ĠCom fort", + ".Boolean Field", + "Ġu h", + "AC Y", + "Ġsque ez", + "ĠV ic", + "cont ro", + ". lo", + "Ġ ire", + "ĠCom edy", + "ë ¶", + "Ġorigin ated", + "Ġsh ipment", + "| max", + "_g uid", + "lev ation", + "на Ñı", + "( undefined", + "ĠD DR", + "Ġshoot ings", + "ĠLat ino", + "END OR", + "Ġaver aging", + "Ġgre eted", + "Ġthe aters", + "о е", + "Ġd B", + "Ġg st", + "Ġdef inite", + ". Storage", + ".h er", + "Ġa fore", + "ĠRe ality", + "ĠGod s", + "vers ed", + "Ġhands ome", + "Ġex cluding", + "( ad", + "Qu otes", + "ĠS cheme", + "? q", + "ĠT amil", + "T icks", + "Ġp est", + "' n", + "Ġporn ography", + "_mod al", + "Ġ ----------", + "Ġdis posable", + "F REE", + "Ġsh ark", + "C HE", + "Ġdep icted", + "Ġdemonstr ations", + "ĠK illed", + "ĠR ULE", + "Ġobs essed", + "Ġsimpl ified", + "Post al", + "Ġconcept ual", + "Ġp st", + "L as", + "_PRO JECT", + "ucceed ed", + "ol u", + "ÄŁ i", + "Ġpersonal ities", + "Ġres hape", + "Ġenc losed", + "ĉp tr", + "Ġtutor ials", + "Ġexpl oded", + "_DIRECT ORY", + "åĨħ 容", + "Ġcan on", + "Ġrecogn ise", + "P AD", + "ĠAppro x", + "ĠRest ore", + "ĠImport ant", + "Ġheav ier", + ".Se quential", + "Ear th", + "ĠMil k", + ".set Request", + ".t em", + "Ġre construct", + "Ġskept ical", + "_Pr ivate", + "BU F", + "qu a", + ": a", + "Ġse k", + "Ġd well", + "oss a", + "Ġreward ed", + "и й", + "(top ic", + "_part ition", + "Ġ__ ________________", + "Key words", + "ĠFr anco", + "L ite", + "Ġn aken", + "Ġз а", + "O BJECT", + "Ġcraft s", + "ĠSw ap", + ".X na", + ".Con nect", + "Ġbalcon y", + "(re al", + "ĠBarn es", + "b ir", + "ĠTw enty", + "ay an", + "at ars", + "ĠProp el", + "ĠIh nen", + "Up grade", + "Ġcur b", + "- second", + "Ġn eph", + ".p res", + "ìŀ ħ", + ".se q", + "Ġp added", + "\" ?", + "j l", + "ãĥ ¬", + "') a", + "Co ordinates", + "Ġen acted", + "ENT S", + "Ġl ac", + ".f inal", + "ĠPhp Storm", + "c alled", + "Ġin quiries", + ".m iddleware", + "ĠD owntown", + "/ ';Ċ", + "Ġkil omet", + "ac cel", + "Ġqu ien", + "w string", + "set Data", + "Ġman era", + "Ġmod ular", + "rim p", + "Ġtar iffs", + "âĢĻ il", + "_TH ROW", + "/c olor", + "ĠHT MLElement", + "Ġcar ro", + "Ġpr ere", + "Ġplot ting", + "ĠPos itive", + "ĠMach ines", + "OT ES", + "á» Ľ", + "ple asant", + "Ġal te", + "Ġa inda", + "th ese", + "Ġc ors", + "ip ay", + "ĠAdvis ory", + "ĠRub io", + "j q", + "Ġl imestone", + "Ġdet ached", + "设 ç½®", + "ten ant", + "ĠDep th", + "al ore", + "ĠÑģÑĤÑĢ ок", + "ĠF ORE", + "ĠL ay", + "p resentation", + ") ');Ċ", + ".sub plots", + "Ï ĥ", + "N OW", + "G ar", + "hand les", + "ab ra", + "put ies", + "ĠElect rical", + "M iddle", + "rop ic", + "ĠJ D", + "ĠD yn", + "ĠB ristol", + "ĠMc Carthy", + "Ġstri ker", + "Ġenumer able", + "ĠEv an", + ".default s", + "qu ences", + ") ||", + "ĉt oken", + "â Ĺı", + "-d ropdown", + "ST ORE", + "ĠGraph ic", + "( pp", + "Ex pl", + "Ġup wards", + "ĠD istributed", + "ĠW EB", + "J er", + "is NaN", + "çĶŁ æĪIJ", + "> R", + "üss en", + "ef s", + "Ġun cover", + "Ġl ud", + ".cal culate", + "Ġint ptr", + "Ġmidfield er", + ". Headers", + "Ġm f", + "ere f", + ".M etro", + "ĠSpe aking", + ": b", + "Ġcryptoc urrencies", + "Ġdem ons", + "ĉ EXPECT", + "Ġw icked", + "y outube", + ": Int", + "ĠHind i", + "ĠC AT", + "ĠØ ¹", + "r ar", + "om ore", + "/ per", + "/lic ense", + "Ġre im", + "Ġawait ing", + "Ġle thal", + "ĠE F", + "round ed", + "ĠPl atinum", + "ĠвÑģ е", + ".co ords", + ".De vice", + "/ item", + "ĠW enn", + "compile Components", + "ĠK inder", + ".remove Item", + "Ġand a", + "bn b", + "Ġpr a", + "( transaction", + "Ġembarrass ing", + "ĉ BOOL", + ".content View", + "Ġevent data", + "at ore", + "Ġprovided In", + "ir ma", + "Ġz ona", + "_H W", + "æ Ļ", + "Ġst ove", + "Ġcounter part", + "_Pro duct", + "_MAN AGER", + "Ġinfr ing", + "ĠE RA", + "_p arty", + "Ñ ij", + "Ġin ici", + "_ Request", + "Ġmir acle", + "Ġcancel Button", + "S py", + "at ó", + "Ġpol ish", + "ĠNic ole", + ".display Name", + "\\Request s", + "Ġuse History", + "Router Module", + "Ġst ared", + "ID ER", + "Ñĥнк ÑĨи", + "Ġnot a", + "$ arr", + "pec ified", + "Ġto pp", + "_DR IVER", + "/ ng", + "å ł", + "_t m", + "% timeout", + "< s", + "Ġ( *)", + "ĠHttp Request", + "_TR ACK", + "(n ote", + "ĠExp lore", + "_s erv", + "Ġç »", + "B inder", + "+ \",", + ". att", + "ĠEth i", + "Ġc ódigo", + "=' \\", + ".l ines", + "( Of", + "å° Ĩ", + "miss ible", + "Ġv é", + "Ġac oustic", + "Ġcraft ing", + "n it", + ".b a", + "ĠLuc y", + "Ġi Pod", + "Ġpup ils", + "-m ax", + "_w r", + "(c p", + "ĠRE PORT", + "Ġd ns", + "ĠRe ferences", + "Ġundert aken", + "Ġkø benhavn", + "Ġch ai", + "ĠC roat", + "_ Log", + "rown ed", + "_m ed", + "ĉ date", + "# __", + "Ġcost umes", + "ĠRe quires", + "aff le", + "ç Ĭ¶æĢģ", + "-S emit", + "ela ide", + "еÑĤ од", + "Ġp estic", + "Ġd ra", + "DOC UMENT", + "Ġ... čĊ", + "}` }Ċ", + "ĠA uction", + "ĠD ock", + "xxxx xxxx", + "(get String", + "ħ į", + "Ġborder Width", + "ĠMach inery", + "Ġpredict able", + ".S H", + "Ġam plitude", + ".for Root", + "IN avigation", + "Table Model", + "at trib", + "Ġmaneu ver", + "Ġexc av", + "B ERS", + "Ġd apat", + "Ġinstall ations", + ".A sync", + "Ġr ays", + "= âĢĿ", + "; ččĊ", + ".c rypto", + "_db g", + "ĠEnum erable", + "Of Size", + "_epoch s", + "m w", + "M ENU", + "out line", + "ĠP apers", + "============ Ċ", + "Ġuniform s", + "ĠG ig", + "- package", + "ĠJen kins", + "ĠHome Page", + ".is Selected", + "Ġmechan ic", + "M K", + "ĠS ounds", + "//---------------------------------------------------------------------------- -Ċ", + "Ġresearch ing", + "Ġinf os", + "ograph ics", + "ers et", + "([' /", + "ĠTim ber", + ". agent", + ".to JSON", + "_command s", + "par ing", + "_ad just", + ".n ome", + "(g lm", + "Status Bar", + "file path", + "? âĢĻ", + "Ġdetect ive", + "Ġunser er", + "ĠTib et", + "EN DED", + "(se ed", + "Ġsne ak", + "Ġam or", + "=\" //", + "ĠPan thers", + "all ax", + "ĠL IVE", + "ĉD WORD", + "]= -", + "Ġtorn ado", + "/ min", + "Ġlung s", + "-c urrent", + "ĠBook ing", + "åĪĹ è¡¨", + "Ġenjoy ment", + "ठ°", + "J A", + "typ ed", + ".B tn", + "f at", + "ug al", + "ĠSh ares", + "Ġdis gr", + "ĠB AR", + "ĠFO X", + "Op code", + "ĠS z", + "key down", + "iction aries", + "Ġdetail ing", + "} ))Ċ", + "Ġp ok", + "Ġdemonstr ating", + "Ġnot ation", + "l ayers", + "@ if", + "ĠN PR", + ".strict Equal", + "ĠRec ipes", + ".T ensor", + "Ġliqu or", + "Ġdeb ts", + ".ends With", + "W heel", + ".P os", + "CS V", + "$ arity", + "Ġun stable", + "( loss", + "ENS OR", + "Ġele ven", + "ĠL opez", + "ĠHop kins", + "con om", + "ĠS eth", + "Ġpo ems", + "Qu ant", + "Ġg sl", + "Ġsy rup", + "Ġs ibling", + "Ġc ass", + "-v ous", + "ö t", + "_P ATTERN", + "_SE CTION", + "est imated", + "up grade", + ".m ongodb", + "ĠBo at", + "_C TX", + "Ġfetch ing", + "ust in", + "pi el", + "M arg", + "Ref lection", + "Ġd uct", + "ĠMunicip al", + "Ġb x", + ".Get Current", + "ml ink", + "ĠAccount ing", + "ĠGene va", + "_P os", + "Ġpass er", + "Ġhear ings", + "com pan", + "Ġfrag ile", + "Initial izer", + "walk er", + ".M aterial", + "ĠHun ting", + "trys ide", + "Ġk at", + "Ġcl erk", + "á Ł", + "do ing", + "ĉg roup", + "Ġsan ction", + ".l b", + "ĠL azy", + "ĠCon straint", + "P agination", + "Ġpou vez", + "ĠInd icates", + "M ER", + "Ġcour s", + "Ġyear ly", + "Ġgros se", + "abb rev", + "ĠD ON", + "Ġproceed ed", + "ent lich", + "Ġproperty Name", + "ĠTe aching", + "st adt", + "Ġc utoff", + "orn ers", + "Ġa frica", + "Ġrend ers", + "ĠYan kees", + "ĠTool bar", + "sp aces", + ".fill Style", + "Ġseg undo", + "_str len", + ".F irebase", + "å¤ Ħ", + "Ġmention ing", + "\\ (", + "ĠVal ve", + "Set ter", + "Ġsp ans", + "ĠAl cohol", + "ĠLet ters", + "\\x e", + "ĠT K", + "_B LE", + ".get Result", + "< Player", + "ĠP att", + "Ġeas ing", + "Ġtur key", + "ĠF en", + "') \"", + "Ġconf ined", + "Ġin clus", + "Sup erview", + "(with Identifier", + "enc ial", + "Ġstuff ed", + "Th eta", + "Ġeconom ists", + "} ));ĊĊ", + "co okies", + "ĠRo ose", + "ĠChe ese", + "Ġfich ier", + "Ġen forced", + "AB B", + "no ÅĽci", + "_AL LOW", + "Ġrecru ited", + "Ġexpend iture", + "-n ight", + "Ġassert NotNull", + "_ex ecute", + "ĠØ ¯", + "IN DEX", + "_F MT", + "Ġresc ued", + "ĠMonth ly", + "ĠCons ervation", + "ĠG eb", + "Ob ama", + "Ep och", + "ic ies", + "ĠOr t", + "Ġso it", + "( icon", + "F riends", + "m ol", + "Ġground ed", + "ĠC ause", + "ad ena", + "WE EN", + "ĠL un", + "IT IVE", + ". loop", + "_un til", + "Ġcor r", + ".ed ges", + "Ġhyp oth", + "ched uling", + "trans lator", + "ĠÐ ľ", + "R om", + "ãĢij ĊĊ", + "ĠX amarin", + "Ġviol ating", + ". anchor", + "--- ĊĊ", + "Ġtr ader", + "AD VERTISEMENT", + "Ġuns ere", + "ĠD AO", + "Ġbl ond", + "ĠP AT", + ".g lob", + "Ġè¾ ĵ", + "Ġsplit ting", + "Ġun subscribe", + "Ġatmos pheric", + "ĠTr im", + "Ġcit ation", + "Ġin ference", + "ĠF t", + "ĠDar win", + "find One", + "ĠG el", + "( Convert", + "Ġaccess or", + "; text", + "(s orted", + "Ġjud ged", + "); \\", + ": p", + "Ġme ine", + "ĠS lim", + ".Command s", + "Ġper ceive", + "coh olic", + "< Data", + ".entry Set", + "Ġassert False", + "ĠPat rol", + "ense m", + "ÅĤ Äħ", + "¨ ¡", + "W IDTH", + "ĠRes cue", + "ĠU IF", + "_THRESH OLD", + "ĠMich el", + "ATER IAL", + "opens ource", + "ĠD iana", + "Ġinv ites", + "_B ODY", + "Ġreserv oir", + "Ġro i", + "c ust", + "(t c", + "ï¼ģ \");Ċ", + "Ġfest ivals", + "Ġperform ers", + "Ġclim bed", + "Ġj ungle", + "String Length", + "Ġunlaw ful", + "ier re", + "vertis ement", + "Ġst akes", + "Ġh ats", + "Mod ify", + "ĠLET TER", + ".H ide", + "Ġstat utory", + "_ white", + "ĠPer l", + "uten berg", + "em ple", + ".W orld", + "Ġoverlook ed", + "Ġcon cludes", + "/* ================================================================", + "-w ise", + "ĉ stream", + "pop ulation", + "Ġevent o", + "Ġillustr ations", + "ft s", + "Ġaut of", + "ĠPro cedure", + "Ġdes erved", + "-t imes", + "Ġg ol", + "N SError", + "cre st", + "ĠPak istani", + "any ch", + "get Current", + "Ġl ar", + "nt l", + "ĠRe becca", + "Ġm ateria", + "Ġfind By", + "/ ad", + "Callback s", + "ĠAl s", + "ĠKat ie", + "ĠObservable Collection", + "ĠDocument ation", + "Typ ed", + "ĠCulture Info", + "ĠTim othy", + "Ġlater al", + "\" type", + "Ġun authorized", + "Ġteach ings", + "Ġdebug ger", + "[ value", + "Ġal ors", + "Ġu z", + "Ġsc atter", + "Ġdown ward", + "Ġmig li", + "status Code", + "Ġ( ))", + "ĠM W", + "Ġм ож", + "RO SS", + ".b uf", + "Ġfair y", + "ĠInf rastructure", + "=> \"", + "t lement", + "$ (\"", + "From String", + "ĠB ild", + "Ġconvent ions", + "_n ative", + "ĠIns pector", + "ĠP ist", + "ub ar", + "Ġreg s", + "ĠP ilot", + "Th us", + ">' +", + "Ġc ela", + ".new s", + "( Product", + "L iving", + "R ussia", + "Ġfac et", + "et ical", + "Ġ[' $", + "/ [", + "ĠD ire", + "Ġg ases", + "ĠIN FORMATION", + "ĠE at", + "ĠFor ums", + "ĠChar acters", + "_m et", + "Ġìĭ ľ", + "Ġk ings", + "ach ie", + "ĠL ambda", + "Ġtim ers", + "ĠLight ing", + "ĠCase y", + "add ir", + "and ex", + ". answer", + "ĠH ip", + "ĠPr incip", + "Start Date", + "Ġ ãĢĮ", + "t res", + "Ġ& #", + ".Max Value", + "ĠPro blems", + "Ġlat ex", + "Of Class", + "ĠLyn n", + "// '", + "Ġvoy age", + "Ġshut tle", + "ĠRoll er", + "ĠRuntime Error", + "uy a", + "D ic", + "ĉb uilder", + "Ġbul lying", + "Ġsimple st", + ".c alled", + "ĠL R", + "Ġmor ality", + "Ġst urdy", + "tr acking", + ".sw agger", + "_B IND", + "IT OR", + "-url encoded", + "ĠÑ ħ", + "ĠTr inity", + "Ġtr aps", + "Ġ| -", + "Ġset Text", + "Ġbarg ain", + "Ġbr akes", + ".get Code", + "Ġmigr ate", + "Ġrib bon", + ") return", + "Ġcharg er", + "ac om", + "ADI US", + "ĠAmb assador", + "-a fter", + "Ġann i", + "ĉs pin", + "Con cept", + "ĠHend erson", + "ĠH OST", + ".r ank", + "ĠNor theast", + "Ġber lin", + "Ġrequ is", + ".f eed", + "Ġsource Mapping", + "ĠRen contre", + ". ajax", + "nest js", + "Ġtre k", + "ĠN acional", + "Ġ& [", + "Ġpay able", + "ort ex", + "Ġde pt", + "field Name", + "Ġcomple tes", + "ĠR VA", + "Ġon ions", + "al ignment", + "Form ats", + "Ġ' {$", + "Hash Set", + "ĠB od", + ".Invariant Culture", + "Ġsettlement s", + "Ġhy dr", + ". updated", + "vent h", + "( seconds", + "=\"/ \"", + "Ġweb page", + "( ĊĊ", + "Ġt ir", + "Ġto es", + "ĠBr ick", + "Ġamb ition", + "P ot", + "= max", + "ET IME", + "Ġdep ot", + "c alls", + "ĠNor wegian", + "` :", + "Ġbur ger", + "Ġprofess ors", + "ĠAl locate", + "-third s", + "-ch art", + "Ġfor d", + "* N", + ".k otlin", + "Ġpaper work", + "ĠDE VICE", + "% @\",", + "res pect", + "(m p", + "é «ĺ", + "- if", + "Ġcush ion", + "ob ot", + "Ġpar c", + "SP ACE", + "ĠNet anyahu", + "Ġself ish", + "fe at", + "Ġclient es", + "-to ols", + "Ġpor ch", + "Ġj q", + ". verbose", + "Ġlib erals", + "] )ĊĊĊ", + "p ies", + "Not Blank", + "( term", + "ÈĽ i", + "_Param s", + ".normal ize", + "B ullet", + "AS IC", + "(h ex", + "_client e", + "+ ,", + "_D I", + "Ġforth coming", + "} \")]Ċ", + "se o", + "U m", + "> Name", + "Ġcomfort ably", + "irection al", + "W ITH", + "/ pr", + "ĠP oor", + "ĠVit amin", + "v ic", + "G H", + "Ġprior it", + "ĠN N", + "ĠC losed", + "¤ í", + "Ġis Open", + "\\ Console", + "And Feel", + ".S UCCESS", + "_OPER ATION", + "pol ation", + "ĠT as", + "ps z", + "> '.", + "C URRENT", + "V endor", + "host s", + "ĠE rd", + ">tag ger", + "ĠsourceMapping URL", + "Ġmar athon", + "_c losed", + "Ġexem ption", + "Ġrecogn izes", + "ides how", + "' $", + "('/ ');Ċ", + "m its", + "war z", + "ĠCh erry", + "µ ¬", + "n or", + "port e", + "Ġw l", + "_back up", + ".get Boolean", + ".get Resource", + "Ġdefinit ive", + ". EditText", + "Ġs ÃŃ", + ".C ONT", + "ĠPL AYER", + ".c ards", + "ĠSh ore", + "('/ ')Ċ", + "cl uir", + "Web Driver", + "(m onth", + "-re lease", + "Ġins pector", + "å £", + "ĠN F", + "_cl ip", + "åŃ IJ", + "Ġinteract ing", + ".t mp", + "Ġ'' 'ĊĊ", + "Ġde e", + "Ġfro st", + "\"] ))Ċ", + "ĠPl aces", + "Th rows", + "f ork", + "/ day", + "i Phone", + "ĠM IC", + "Ġfold ing", + "Ġcro re", + "ĠCh iefs", + "pher ical", + "( price", + ".Write String", + "Ġexit ing", + "] ',Ċ", + "ight ing", + "Ing redient", + "( vertex", + "Ġscroll View", + "h f", + ": new", + "SE N", + "se ctor", + "Ġsp ins", + "ĠS cheduler", + "ote chn", + "sem icolon", + "Font OfSize", + "ĠSpecific ally", + "fl amm", + ".Object Id", + "Ġcont a", + "_per missions", + "ĉF ROM", + "IC ODE", + "/ kg", + "ĠHot els", + "-m ed", + "ĠD in", + "Ġn avy", + "get Param", + "Ġm end", + "Ġportray ed", + "ĠMet ropolitan", + "Paint er", + "Ġref erral", + "_g ood", + "Ġmar vel", + "osa ic", + "> (&", + ". ur", + "Ġest os", + "Will iam", + "Ġtim ber", + "Ġquel ques", + "ĠDoc uments", + ".X aml", + "Ġbatch es", + "éģ ĵ", + "ĠRe leased", + "T ail", + "CO OKIE", + "he id", + "_st ation", + "ĠV ia", + "S ale", + "ĠRe peat", + "Ġprom in", + "ĠZ o", + "- forward", + "ĠI on", + "it ary", + "Ġj us", + "- request", + "Ġproud ly", + "ĠStream ing", + "(Mouse Event", + "ĠS print", + "_ rotation", + "Re positories", + "Ġt art", + "ĠÑģ в", + "Ġm appings", + "è ª", + "C u", + "C ycle", + "Ġb un", + "ĉl ua", + "ãĥ ī", + "Ġ(( !", + "Ġcollect ively", + "ĠCon d", + "Ġwsz yst", + "(l ib", + "openh agen", + "_s kip", + ".Column Header", + "é Ĥ", + "peri enced", + "ı è¿°", + "_p rops", + "Ġcontr ace", + "Ġmatch up", + "ab etic", + ".m embers", + "RE CT", + "(d at", + "Ġs og", + "ren om", + "_M ethod", + "Custom ers", + "full name", + "Z N", + "re try", + "Ġk ap", + "ĠNe u", + "è Ĭ", + "add Child", + "will Return", + "_p ermalink", + "Ġener getic", + "ĠW et", + "ĠMor r", + "Ġg cd", + "count s", + ", type", + "d ig", + "( Login", + "Ġcr acks", + "Ġbacter ial", + "ĠMe at", + "ĠArm strong", + "ĠBron ze", + "Ġapprox imate", + "_dir s", + "lig a", + "ÅĤ ad", + "Ġkind ness", + "Ġcont re", + "ĠE VERY", + "M ET", + "Ġannounc ements", + "g pio", + "ĠWaitFor Seconds", + "ĠPhotos hop", + "Ġdis contin", + "/ dd", + "Ġtop ology", + "an ical", + ". interface", + "auc oup", + ".Hash Set", + "ARI ANT", + "(r outes", + "ĠT eh", + "Ġh ype", + "] \").", + "Ġsl am", + "Ġbro th", + "- inter", + "ĠR id", + "-m anager", + "Cancel ar", + "ĠP agination", + "Ġsound track", + "Ġpost erior", + "Ġscr ub", + "cre ating", + "- *", + "ir teen", + ".d y", + ".s ymmetric", + "Ġ\"\" .", + "============ ===", + "Ġch assis", + "ĠnumberOf Rows", + "Develop er", + "_b ins", + "ĠO UR", + "ri eb", + "Pro s", + "Ġwi ÄĻ", + "\" d", + "Ġasync io", + "ze igen", + "_s pi", + ".A LL", + "Ġscre ws", + "Ch inese", + "Ġapi Key", + "Ġun successful", + "ĠSeah awks", + "OR G", + "ç« ł", + "Ġprofession ally", + "ĠCou pon", + "åŃĹ æ®µ", + "Con vention", + "Ġpol ym", + "æī ĭ", + "Ġsalv ation", + "Ġengine ered", + "ĠW rest", + "ĠG CC", + "Ġwar mer", + "Layout Constraint", + "Ġag grav", + "Script s", + "vent ure", + "Ġrefriger ator", + "Ġinnov ations", + "ĠRun ner", + "N IC", + "ĠRoll ing", + "Control Events", + "Ġlo os", + "p ac", + "ĉ panel", + "ef e", + "ĠBudd ha", + "------------ --Ċ", + "åº ĵ", + "(for Key", + "Ġl umin", + "Ġ( ?", + "ĠA IDS", + ", user", + "im ientos", + "content Type", + "ant lr", + "é ¦", + "ĠW elt", + "Produ ction", + "m ight", + "ĠV II", + "\", (", + "Ġobserv ing", + "Ġdeliber ate", + "( control", + "Ġwith d", + "Ġsem ana", + "ST ACK", + "uch en", + "N ice", + "ĠDeutsch land", + "ĠSpec ifies", + "d ma", + "iz io", + "ĠF acts", + "_pop up", + "ĠDirect ors", + "{ :", + "[ R", + "ĠÑį леменÑĤ", + "Ġpl at", + "Ġdirect ing", + "ä¸ ī", + "ĠGil bert", + "âĢ¦ .ĊĊ", + ".q ml", + "Ġthere after", + "Ġdis position", + "d raft", + "Ġsurge on", + "ĠIns ider", + "Bl end", + "ĠT rev", + "tr insic", + "Top ics", + "rie ve", + "_FILE NAME", + "Ġaut res", + "J ose", + "Produ cer", + "er us", + "Ġpet it", + "ĠN EXT", + "ĠF ilters", + "Ġreplic ate", + "\"] ).", + "Ġl enders", + "] \",Ċ", + "; charset", + "Cpp Object", + "Ġfl oral", + "ĠT ipo", + "Ġcirc uits", + "e asy", + "(& $", + "itt a", + "ery l", + "_COMM ON", + "'}} >Ċ", + "-back ed", + "(var iable", + "( Index", + "Ġvo ir", + "_loc ations", + "++) {", + "ĠLouis ville", + "Ġgrat itude", + ".Mock ito", + "ĠP owers", + "ie urs", + "Ġge ographic", + "ra le", + "Ġc ra", + "ĠSp urs", + "iph ertext", + "AC ION", + "- common", + "Ġvict ories", + "ĠFinal s", + ".sh uffle", + "-m illion", + "_PRO C", + "ass ume", + "Ġil s", + "DB C", + "Boot Test", + "Ġl avor", + ".test ing", + ". ast", + "\"] /", + "m oid", + "Ġqual ification", + "ges ch", + "ĉ put", + "Ġair ports", + "J I", + "Te acher", + "_un iform", + "Ġn ama", + "ĠB ast", + "ert ype", + "c apture", + "get All", + "ĠReyn olds", + "oo led", + ".com ments", + "Ġch in", + "). *", + "Ġи ли", + "t gl", + "ud os", + "Ġd ÃŃas", + "ch ai", + ".pro gram", + "Ġps z", + "ĉ icon", + "ph il", + "ent ral", + "_WR AP", + "ov i", + "Ġnost alg", + "In finity", + "ĉy ield", + "Ġvit amins", + "Qu aternion", + "S ink", + "_g oods", + "Ġ ........", + "ĠW ings", + "ur idad", + "-st ory", + "\"] )ĊĊ", + "idel ity", + "Type Def", + "G tk", + "Ġí Į", + "_M ain", + "Ġche z", + "ĠR aven", + "Ġpay roll", + "Ġfreel ance", + "LL U", + "ĠM end", + "ed ay", + "Api ModelProperty", + ".Form BorderStyle", + "Ġeconom ist", + "stan bul", + "Ġfre ight", + "-A gent", + "(m eta", + "Ġsym metry", + "Ġ' ..", + ".C alendar", + "- aut", + "g f", + "p ent", + "yc lopedia", + "Ġwish ing", + "ĊĊĊĊĊĊĊĊ ĊĊĊĊ", + "Ġgentle man", + "Ġê ³", + "= #", + "Ġlect ures", + "âĢľ In", + "Ġ! _", + "Ġh b", + "ĠV endor", + "Recent ly", + "_n otes", + "æıIJ 示", + "\" My", + "Headers Height", + "_S O", + "Ġunw illing", + "Ġsuper hero", + "g io", + "ps y", + "ĠPe er", + "j avax", + "& apos", + "ĠCr isis", + "ord inal", + "Mem cpy", + "++++++++ ++++++++", + "- val", + "Ġwork book", + "- ap", + "= k", + "Ġmetal lic", + "_ peer", + "By PrimaryKey", + "_S D", + "u ator", + "_SH ADER", + ") Math", + ".Trans form", + "Ġc ows", + "Ph i", + "ĠC lem", + "(_ (\"", + "ĠL ud", + "-d elay", + "ĠSec urities", + "ĠOrth odox", + "Sym fony", + "(re port", + "Ġent ertain", + "E PS", + "iz oph", + "ex ual", + "IR D", + "ä» İ", + "Ġl ith", + "Ġsanit ize", + "Ġfemin ine", + "IS BN", + ".auth entication", + "_p ipeline", + "/ constants", + "ĠCON F", + "Ġluc r", + "ric ia", + ".t tf", + ".set Content", + "Ġst an", + "ore an", + "ĠL loyd", + ".raw Value", + "Ġg or", + "ĠBrow ns", + "Re gression", + "Ġlower ing", + "na issance", + "Ġbl ows", + "Ġam azed", + "Ġun related", + "Re views", + "Ġrub y", + "ĠMod ifier", + "Ġgi ants", + ". thread", + "Ġcontain ment", + "ĠStart Coroutine", + "um at", + "ore lease", + "ĠR andy", + "@ endif", + "D igest", + "Ġsubur ban", + "=\" );Ċ", + "Ġann once", + ". variable", + "\\F oundation", + "Ġa cre", + "V an", + "Ġt uples", + "d ns", + "ĠStand ing", + "_l arge", + "Ġbox ing", + "Support ActionBar", + "ĠFort une", + "ĠR um", + "_m ultiple", + "arch ical", + "Ġf write", + "_ quote", + "Ġfool ish", + "Ġcompr ising", + "Ġо п", + "- selected", + "v f", + "ma id", + "N ama", + "(d atetime", + "Ġindirect ly", + "g art", + "fix tures", + "ch os", + "ĠH alo", + "Ġrec urring", + "- news", + "v il", + "ĠNurs ing", + "- produ", + "ĠH Q", + "\\Http Foundation", + "enc i", + "au en", + "Ġv y", + "ocr acy", + "Ġdeleg ation", + "Ġas phalt", + "Ġset Selected", + "k ok", + "/ rest", + "met ics", + "ĠNS Date", + "Ġtravel led", + "Ġrec ib", + "Ġm ime", + "CL IENT", + "ĠG U", + "ĠH ANDLE", + "/ Q", + "[ z", + "Ġbother ed", + "ĠBB Q", + "ç as", + "_ex amples", + "_F IN", + "Ġwhite Color", + "Ġastr onom", + "-d ir", + "Ġsovere ign", + "Ġb reeze", + "Ġin ning", + "ĠEd monton", + "g li", + ".blog spot", + "js x", + "Ġvers a", + "ĠMoh ammed", + ".J ob", + "-t oggler", + "Ġп олÑĮзоваÑĤ", + "ard on", + "Ġnew born", + "Ġnav al", + "note q", + "Ġtum blr", + "Ġh entai", + "ĠTyp ically", + "Ġlo ot", + ".S prite", + "Fl ight", + "Ġw avelength", + "-s k", + "ĠEl le", + "_ exports", + "Ġ Ñı", + "ĠI H", + "izoph ren", + "Ġí ģ", + "_pr imary", + "Ġmo is", + "ĠB N", + "Ġsystem ic", + "Ġdifer entes", + "IN CT", + "Ġ'' ĊĊ", + "$ q", + "Widget Item", + "cl ide", + "$ file", + "L emma", + "/ table", + "ag rid", + "ĠMongo DB", + "int e", + "Ġapp rent", + "ÂŃ ing", + ".D b", + "Ġà Ĥ", + "ham mer", + "=' ';Ċ", + "Ġbro kers", + "it lement", + "sembl ies", + "E le", + "{ x", + "Ġlast name", + "< -", + "Ġfl atten", + "_b and", + ".R oot", + ".read FileSync", + "==== ==", + ".r x", + "? čĊ", + "Ġmetaph or", + "T i", + "con te", + "Ġdeb it", + "Ġcont empt", + "Cpp Type", + "æĶ ¯", + "Form Field", + "r atio", + "os opher", + "Ġimpl ant", + "P URE", + "Ġal ta", + "_man agement", + "Ġref ine", + "ĠCheck Box", + "ĠChar l", + "- version", + "cond itional", + "ven ues", + "Ġrif les", + "Ġoff spring", + "Ġmill ing", + "Ġshar ply", + "Ġunder water", + "( origin", + "_ Control", + "Ġ. $", + "Pl ugins", + "Ġdry ing", + "Ġillustr ates", + "- u", + "Ġveget arian", + "n pc", + "He art", + "; ',Ċ", + "com ma", + "te enth", + "as an", + "/s pec", + "_m oves", + "-m argin", + "Ġing en", + "³³ Âł", + "Ġpro jet", + "Ġo tra", + "Ġbr as", + ". utc", + "Ġsle pt", + "= sub", + "ab ilit", + "post er", + "Ġs dk", + "ounc ill", + "Ġw d", + "Pre paredStatement", + "ĠDr um", + "( attribute", + "ĠEther net", + "ĉ DB", + "Cal ifornia", + "c ube", + "[ I", + ".C reated", + "ĠH M", + "Ġtr acing", + "Forms Module", + "- you", + ".c urrency", + "feed ing", + "Ġt body", + "L i", + "acc ion", + "n as", + "Ġtr ouver", + "N ONE", + "\"} ,čĊ", + "Ġf tp", + "With Identifier", + "pol ate", + "File Info", + "Ġpurs ued", + "ĠĠĠĠčĊ ĠĠĠĠčĊ", + "DE SCRIPTION", + "} */Ċ", + "From Nib", + "Ġdecor ative", + "_S SL", + "(ch at", + "T LS", + "Ġsurpr ises", + "al culate", + "ĠS plash", + "( Configuration", + "ĠS EM", + "im son", + "/lib rary", + "< Double", + ". robot", + "³³³³ ³³³³", + "ĠCP F", + "ĠUnder standing", + "Ġcos metic", + "ĠX t", + "t ips", + "+ k", + "(\" '", + "ĠP DT", + "W AR", + ".get Object", + "ĠTrad itional", + ".sl ug", + "ĠDi pl", + "=\" \",", + "ĠFil ms", + "ĠAn im", + ".h elp", + "Ġemb assy", + "ĠBoot s", + "Ġb unk", + "-r isk", + "Ġp ci", + "Ġ/ \\.", + "ĠI PT", + "Ġcrash ing", + "Ġip v", + "_ ke", + "ĠRES P", + ".Log Error", + "Ġinade quate", + "I on", + "ĠF ür", + "ric ula", + "Ġshould Be", + "al ready", + "'].\" ", + "G ED", + "fa q", + "Ġoption ally", + "_D is", + "ĠSuccess ful", + "ĠC ensus", + "Ġinc arcer", + "_C ARD", + "Ġav iation", + "ĠG ym", + "Author ity", + ".B ean", + "sh ader", + "Not Exist", + "_Text Changed", + "ĠST OP", + "( team", + "\" H", + "w g", + "Ġgr inder", + "Ġstri pe", + "Ġpres ervation", + "Cl aim", + "avers al", + "ware house", + "target s", + "Tr ust", + "Ġal lev", + ", www", + "ous se", + "_ch an", + "_S ize", + "system s", + "Ġobj ection", + "ĠK ane", + "Ġcor ros", + "ĠD SL", + "Ġu a", + "ĠM H", + "ĠStrateg ic", + "_t cp", + "Ġê° Ĵ", + "Ġborrow ed", + "ĠA ch", + "ĉ command", + "Ġg ps", + "le ston", + "iche ver", + "ĠU A", + "Ġassault ed", + "Ġspecial izes", + "ĉ search", + "Hot el", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ čĊ", + "ĠP itch", + "Ġ Ùģ", + "READ Y", + "Ġparent al", + "Ġg éné", + "Ġdonn ées", + "Ġdet ain", + "T ARGET", + "Ġprotagon ist", + "Ġclear Interval", + "ĠIcon Button", + "ĠGet All", + "Type Info", + "E H", + "âĢľ They", + "Ġ{ [", + "Ġg ag", + "Ġ Ú©", + "ĠD ropdown", + ".f ree", + "g one", + "im ens", + "Ġinst al", + "ĉc url", + "_C AN", + "ĠB one", + "ï¼ Ķ", + "ony ms", + "-g overnment", + ".binding Navigator", + "ĠD ans", + "ĠMc L", + "( en", + ">( _", + "ÐĴ Ñĭ", + ".* ;čĊ", + "= j", + "-c or", + "S on", + ".ToolStrip Item", + "- around", + "_X ML", + "end Date", + "Ġsl ack", + "Ġrot ated", + "Ġno qa", + "Ġc ottage", + "Ġencontr ar", + "_s kill", + "hou ette", + "! čĊ", + ". weather", + "Ġemphas ized", + "å® ¶", + "ĠÑģ пиÑģ", + "ĠComp iler", + "( android", + "ĠâĢ º", + ". turn", + "Ġsup pression", + "_c alls", + "Ġ* @", + "(str len", + ".h ex", + "ĠB ills", + "ĠR SA", + "Ï Ĥ", + "ĠEs cape", + "ement ia", + "Ġfront end", + "Ġp int", + "_ex c", + "zz o", + "[ ],Ċ", + "Ġ\"',' \"", + ". Environment", + "Ġafore mentioned", + "Ġend ure", + "prot otype", + "ther apy", + "ss i", + "D eg", + "_pl ugins", + ".user Info", + "Print er", + "ĠPRO GRAM", + "Ġru ins", + "Ġempir ical", + "Ġcraw l", + "ĠBo iler", + "- comment", + ".sub plot", + "_ et", + "Ġ'. ',", + "min or", + "ĠCustom s", + "Ġy aw", + "under line", + "ĠCom o", + "( ('", + "(m ean", + "Ġcha que", + "ĠBlock s", + ".r ad", + "ilib rium", + "Ġweb driver", + "Ġmel hor", + "d ana", + "ĠAb use", + "ĠSouth west", + "ĠP aren", + "PERT IES", + "ĉ IL", + "Ġscre am", + "v u", + "Ġin comes", + "Ġn im", + "Ġl ace", + "Ġcompens ate", + "Re verse", + "D at", + "_att ack", + "Ġn our", + "ach en", + "ce k", + "< Func", + "w ie", + "com pressed", + "-m atch", + "(\" \")]Ċ", + "im ized", + ". orientation", + ".compare To", + "Ġmass aggi", + "Ġìľ Ħ", + "Ġel bow", + "Ġant ioxid", + "undred s", + "/ tools", + "ĠR OW", + "an mar", + "ĠW ow", + "_t icket", + "Program ming", + "Ġthe or", + "-re view", + "() )));Ċ", + "ĠRichard son", + "ĠP ocket", + "] []", + "am pp", + "_ health", + "ĠP OP", + "ĠNav al", + "Gu ess", + "Ġancest or", + ".Get All", + ".local Scale", + "ĠM apper", + "Ġaccum ulation", + "Ġsim ulated", + "ĠDr ivers", + "Ġd és", + "cur ring", + "Ġele phant", + "Ġadvert ised", + "Ġmail box", + "SH IFT", + "ĠMon ica", + "Ġan c", + "Ġward robe", + "Ing redients", + "Ġ|| čĊ", + "ipp y", + "Ġantibiot ics", + "av ings", + "(c x", + "ĠFerr ari", + "ĠAn imator", + ".d type", + "rem oved", + "order by", + "Ġc res", + "oc ê", + "Ġp ym", + "ĠCirc ular", + "@ index", + "ĠW arm", + "S ay", + "ĠAss istance", + "Ġcur tain", + "ĠMont e", + "IL ER", + "ĠC VE", + "ĠD uck", + "ĠAll ows", + "_f ire", + "ĠDer by", + "Ġre pos", + "Ġhttp Client", + "Ġpsych iat", + "Ġnow adays", + "Ġcaut ious", + "ĠComput ing", + "Ġcompletion Handler", + "ĠWel sh", + "ĠB EST", + "Ġstress ful", + "_P E", + "æĹ¥ æľŁ", + "ĠData Frame", + "ĉ Integer", + "_P rint", + "M oves", + "Ġtransform ing", + ".B atch", + "y ahoo", + "Position s", + "ze j", + "Ġno od", + "io res", + "_ *", + "Ġcl k", + "ĠF loyd", + "Ġh ap", + "font size", + "Ġn az", + ".not ification", + "ĠDep ression", + "Ġac ne", + "*** ĊĊ", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĊ", + ".cont ents", + "yn th", + "ĠStra ight", + "')}} \"> \"+", + "Ġtoken izer", + "Ġsovere ignty", + "ĠP ence", + "() \");Ċ", + "Ġpesso as", + ".G e", + "ĠIn cluded", + "Ġpag ina", + "Ġex posing", + "е ÑĪ", + "_SC RIPT", + "/$ ',", + "Th umbnail", + "× Ķ", + "webElement X", + "webElementX paths", + "press ure", + "ĠCur ry", + "_C P", + "OL UTION", + "ILE S", + "prot ect", + "ool a", + "Work space", + "{ };Ċ", + "ĠU NS", + "Ġsymp athy", + "ro ker", + "Ġrem odel", + "ĉc ell", + "Ġat op", + ".Full Name", + "Ġfa ut", + "ĠE asily", + "_d ynamic", + "Ġfr amed", + "Ġmot ive", + "è· ¯", + "s am", + "Ġmar ca", + "ĠText EditingController", + "Ġde structor", + "cre am", + "Ġr ude", + "ĠB old", + "ĠInd igenous", + "Ġg ens", + "Ġrel acion", + "(s ystem", + "ĠUIF ont", + "_char ge", + "UST ER", + "E V", + ".N amespace", + "Ġmer ger", + "Ġcal loc", + "g ang", + "Bad Request", + "Ġs per", + "-d esign", + "Ġâ ĩ", + "Ch an", + "Ġorgan ism", + ", )", + "= id", + "_pl ane", + "ĠC ases", + "elf ast", + "ĠLegisl ature", + "ĠF aker", + "Ġinv oking", + "- utils", + "(). '", + ".f ace", + "Ġguard ian", + "my Modal", + "Ġclip board", + "ĠAT M", + "Ġpe as", + "ĠS ylv", + ".c alc", + "ĠContact s", + "int Value", + "Ġmodify ing", + "ĠBar b", + ". loss", + "_per centage", + "Ask ed", + "(l st", + "ategor ical", + "- files", + "ĠRoman ia", + ".A c", + "Ġh ai", + "ĠF lying", + "Ġ ż", + "j p", + "ĠTr ainer", + ". arc", + "_de g", + "Ġtrace back", + "Or Fail", + "F LOW", + ". old", + "oy a", + "g mt", + "is empty", + "Ġvacc ination", + "Ġob solete", + "recogn ized", + "Ġru ined", + "ĠRe in", + "ĠTr acking", + "xf b", + "ا ÛĮ", + "Ġvæ re", + "Ġbr yster", + "ĠIT S", + "Ġdest iny", + "Ġsw ear", + "Ġred es", + "Ġcl f", + "Ġfl ipped", + "ĉ head", + "Bl uetooth", + "ĠOver rides", + ": Boolean", + "_ =", + "_l r", + "sp awn", + ": index", + "VAL UES", + "is key", + "? \");Ċ", + ".syn thetic", + "ĠCheck ing", + "struct ures", + "ip ing", + "Ġvoc als", + "- Up", + "ĠManufact urers", + "ĠMar riage", + "代 çłģ", + "Ġgar ner", + "_C lient", + "par allel", + "RI END", + "Ġvine gar", + "seg ue", + "J B", + "Ġcontact ing", + "ĠCar roll", + "Ġout reach", + "t ensor", + "_var iant", + "Ġthe at", + "lic able", + "{ |", + "t iny", + "_ letter", + "Ġp encil", + "HeadersHeight SizeMode", + "ilt ro", + ".auto configure", + ".d rag", + ".use State", + "ĠB MI", + "h int", + "Com pile", + "* \\", + "en ary", + "Ġl vl", + ".C ache", + "+ =\"", + "_t v", + "ruit ment", + "Ġf read", + "Art icles", + "f ila", + "Ġpack aged", + "âĺ Ĩ", + "AT HER", + "ĠPl anned", + "s cheme", + "Ġdi ary", + "Ġoff enses", + "/ F", + "ĠSt ick", + "Ġc erc", + "ĠS lee", + "ĉĉ ĠĠĠĠĠĠĠĠ", + "< Image", + "Ġè® ¾", + "- editor", + "pie ces", + "ĠD rama", + "Ġ// ////////////////", + "ĠT asks", + "AR C", + "g ateway", + ".get cwd", + ".M etadata", + "Ġguess ing", + "åľ° åĿĢ", + "Ġsm arter", + "ĠGet Enumerator", + "Ġe fter", + "/ operators", + "ĠGL float", + "Ġf ør", + "Ġop aque", + "ä¿Ŀ åŃĺ", + "Sp read", + "SY STEM", + "Ġinv ersion", + "ĠBasket ball", + "Ġsim ulations", + "Ġden ies", + "Ġa vez", + "_list ener", + "Ġenh ancing", + "ĠMy th", + "ĠL akers", + "_M D", + "Nd Ex", + "D ATABASE", + "Ġt á»", + "ar th", + "[ left", + "Ġcontest s", + "st ile", + "(K ERN", + "_f c", + "_p m", + "Ġpres idents", + "Ġhospital ity", + "Ġfade In", + "RO PERTY", + "_m aps", + "ĠDefinition s", + "Ġassess ing", + "Ġus ar", + "Ġquant itative", + "mo z", + "Be autiful", + "[ ((", + "b ons", + "f requency", + "Cont ain", + "Ġpuzz les", + "ĠCast ro", + "Ġv illa", + "Ġkind ly", + "Font Awesome", + "ern a", + "epoch s", + "_dat as", + "ĉ ip", + ".p adding", + "ĠCont est", + "Ġed itions", + "Ġdispro portion", + "ĠI CO", + "Ġcome back", + "= value", + "ri ad", + "-s ort", + "Sub mitted", + "(n etwork", + "ĠC el", + "Ġinstall ment", + "l ashes", + ".List View", + "ĠV atican", + "(Media Type", + "IV ED", + "reach able", + ": Is", + "ĠC ITY", + "äº ¬", + "ĠHelp ful", + "Ġba ÅŁ", + "% čĊ", + "Ġpsych iatric", + "Ġrec ycled", + "FORM AT", + "ĠG row", + "b ine", + "G it", + ".s s", + "ĠWe apons", + "ĠSt y", + "_ arrow", + "* self", + "ire ment", + "Ġdeg li", + "App Delegate", + "_b anner", + "Ġcoordin ated", + "ĠWeb cam", + "Ġcelebr ations", + ". act", + "******************************** ****************", + "( show", + "Ġweek day", + "Ġconc erts", + "ол н", + "cl in", + "Ġcr on", + "ĠN im", + ".set Vertical", + "ĠEll en", + "س ت", + "ĠS AM", + "E ff", + "g z", + "ste am", + "Ġant ique", + "ph ysical", + "ĠForm Data", + ".set ter", + "ĠPO INT", + "B on", + "Ġflav our", + "erv ention", + "_ENT ITY", + "ĉ ĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġintr insic", + "Ġæ İ", + "append To", + "aram el", + ") ])", + "ĠRecomm end", + ") m", + "OutOf Range", + "Ġkn ight", + "Ġsat ellites", + "ĠTit ans", + "Ġweigh ed", + "ĠD ana", + "e ase", + "Ġs ip", + "S IM", + "ĠDevelop ers", + "mal ink", + "/ check", + "_P LL", + "n ung", + "Ġdry er", + "= A", + ".d w", + "_S QL", + "Ġsub plot", + "D ROP", + "Ġprot otypes", + "Ġhour ly", + "display Name", + "Ġas i", + "ĠViol ence", + "Ġastr onaut", + "Ġdat atype", + "Ġinformation al", + "Ġinvestig ative", + "etermin ed", + "ren al", + "; '>", + "ĉc ol", + "V G", + "_ boolean", + "re cent", + "Ġ* )ĊĊ", + "ĠRain bow", + "om men", + "Ġl ur", + "Ġopp ression", + "(\", \");Ċ", + "ĠFac ility", + "DEF INED", + "Ġne on", + "Ġoff ender", + "AF P", + "ĠClean ing", + "[] ):", + "Ġund ocumented", + ".Re positories", + "ĠG uitar", + "аÑģÑģ ив", + "Sk ills", + "Ġtestim on", + "rypt ography", + "ĠAm ber", + "ĠSt alin", + "Ġl one", + "Ġap enas", + "Ġdies es", + "ĠAr duino", + "è½ ¬", + "== -", + "_A ct", + "Ġc oded", + "âĸ ł", + "amb urger", + "-link s", + "Ġarm our", + ".H igh", + "get Content", + "st ag", + "Ġhe ck", + "ĠìĹ Ĩ", + "ĠMc Connell", + "ĠCon cert", + "ĠAl loc", + "ä re", + ".replace All", + "Ġpart itions", + "rot t", + "ĠF le", + "_T REE", + "reason able", + "ĠReport ing", + "Ġbillion aire", + "s cores", + "min s", + "- eye", + "M ORE", + "ab ort", + "ĠSW T", + "Ġin verted", + "ĠTe achers", + "; n", + "Ġast ro", + "н ов", + "ани ÑĨ", + "product o", + "c ountries", + "ĠO wen", + "Ġcont amination", + "Ġv ibe", + "ĠEll i", + ".s cript", + "ĠOl ive", + "D MA", + "v ier", + ": semicolon", + "-m odule", + "gress ive", + "ag u", + "_ players", + "Ġresult ados", + "start ed", + "scroll Top", + "==== =", + "Ġweigh ing", + "Ġ[[ [", + "z ahl", + "( NS", + "ĠAssert ion", + "le ague", + ".setText Color", + "ĉ Message", + "Ġmom s", + "_A F", + ". wh", + "AL S", + "Ġaut re", + "] ĊĊĊĊ", + ".op acity", + "ĠBudd hist", + "Ġde af", + "ĠOrgan isation", + "(G lobal", + "ens ch", + "Ġhead ache", + "ĠAli en", + "_in ode", + "ĠSt ark", + "Ġæ ī", + "-l nd", + "ore f", + "_fe at", + "Ġpedest rian", + "Ġnom inal", + "Ġbal loon", + "Ġspr ites", + "Prototype Of", + "ĠA post", + "ĠF EATURE", + "O H", + "Ġre cess", + "ĠDon na", + "con sumer", + "$ GLOBALS", + "ĠG IF", + "- frame", + "In icio", + "Ġpass ages", + "Date String", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ", + ".by te", + "B ug", + "initial izer", + "p kt", + "od ium", + "ĠD ER", + ". ops", + "ler i", + "Ġgift ed", + "Ġdet ach", + "ter rain", + "elt ers", + "ãģ ı", + ". loader", + "ĠN GO", + "str ncmp", + "K h", + "(font Size", + "ro cket", + "Ġpreced ent", + "ĠAur ora", + "ĠEx periment", + "is phere", + "Enc oded", + "ĠâĢĵ ĊĊ", + "Ġpy ramid", + "ĠAnn iversary", + "of il", + "ë Ł", + "( plugin", + "C oeff", + "Ġcooper ate", + "Ġpredomin antly", + "IS M", + "Ph rase", + "_DEF INE", + "Fl ip", + "AMIL Y", + "ĠMark ets", + "ĠStream Reader", + "ĠComb ine", + "Ġmanus cript", + "z za", + ", tp", + "Wh atever", + "IT ICAL", + "ighb our", + "Data Provider", + ".Text ure", + "priv acy", + ".S DK", + "Ġre charge", + "Ġc pp", + "ĠC FG", + "(h older", + "(p y", + "m ot", + "Ġsav oir", + "ĠR osa", + "ĠPC s", + "Ġí Ļ", + ".her oku", + "Ġf ren", + "ĠR iley", + "ag ate", + "Ġs ond", + ".x lsx", + "Ġh acked", + "st ad", + "G i", + "Ġsan ity", + "ĠSql DataAdapter", + "... \",", + "ĠP ussy", + "Ġ ****************", + "Ġhass le", + "_P ARENT", + "ĠU AE", + "Ġbegin ners", + "( Client", + "Ġstatist ically", + ".h our", + "ed elta", + "Ġtr action", + "uel ve", + "ar at", + "Ġsa una", + "IN VALID", + "Ġindict ment", + "AL LE", + "Ġdiss ent", + "ĠTyp ography", + "Ġintention al", + "s it", + "ĠAn imals", + "Ġcoun tryside", + "Ġu art", + "} \\\"", + "Ġseam less", + "¾ 示", + "Ġaut os", + "Ġ\"' \";Ċ", + "Fl ush", + "ANN OT", + "Ġal gebra", + "ass oc", + "ĠW aters", + "Ġprepar ations", + "ron ym", + "[, ]", + "S ans", + "Ġarm ies", + "ipe g", + "Ġcream y", + ". art", + "et re", + "ĠAn imated", + "Ġun pleasant", + "eme an", + "g reat", + "i Äħ", + "ĠEar lier", + "Ġch ic", + "Ġpres erving", + "(ex ec", + "ĠInvest igation", + "ĉG PIO", + "Ġrig orous", + "ij o", + "= num", + "Ġtool Strip", + ") set", + "+\" &", + "ĠAcc eler", + "Ġdevelopment al", + "is posable", + "Ġflaw ed", + "re ne", + "Up dating", + "Ġwatch dog", + "Ġden ominator", + "Ġsubur bs", + "Ġ... )", + "Ġconv ictions", + "c losure", + ".I P", + "Ġtransl ates", + ".sw t", + ".Tr ace", + "Ġmet tre", + ".is Enabled", + "ĠEffect ive", + ".to Int", + "Ġen chant", + "Ġst unned", + "Ġpo i", + "/ code", + "ad m", + ".datab inding", + "ĠL orem", + "________________________________ ________________________________", + "Ġled ger", + "Ġcar a", + "ĠG ir", + "Ġwa its", + "Un o", + "Ġc wd", + "è¾ ij", + "ĠT Result", + "Ġre jo", + "Ġem itted", + "ĠWest minster", + "ä¸Ģ 个", + "ne k", + "_T is", + "Ġen act", + "ĉ with", + "org ia", + "Ġj ue", + "Per form", + "SP ATH", + ".top ic", + "ĠD aten", + "Ạ§", + "Ġsit io", + "_M M", + "\" So", + "b ial", + "Ġsc oped", + "Re quires", + "ĠT OTAL", + "ĠCh ancellor", + "( contents", + "Ġste alth", + "dev ices", + "-p ass", + "ili h", + "ĠMal colm", + "ĠDep ot", + "Ġconfig ur", + "a ussian", + "_con straint", + "в еÑĤ", + "G RA", + "ĠR ates", + ".dataGridView TextBoxColumn", + "ĠNob el", + "it ics", + "Ġignor ant", + "ĠReport er", + "ĠEb ola", + "ĠSh ock", + "_re lation", + "ĠNin ja", + ") c", + "Ġt icker", + ".is Checked", + "ĠSup pliers", + "ĠRap id", + "Level s", + "âĤ¬ âĦ¢", + "ĉ queue", + "Ġch op", + "ĠUn ix", + "re ject", + "-c alendar", + "(s ort", + "è ne", + "erc icio", + "Ġh ect", + "CALL TYPE", + "rou pon", + "Ġrent als", + "auth ors", + "{ name", + "ĠF IFO", + "Ġl assen", + "ĠN ous", + "Ġsn apped", + "Ġfert ility", + "\" log", + "click ed", + "Ġplant ing", + "Ġg b", + "/ output", + "PE AT", + "Ġc ategoria", + "Ġb ach", + "Prof essor", + "in th", + "\"] čĊ", + "Rec order", + "ser de", + "ĠTrans mission", + "tr ad", + "Ġtur bo", + "_VER TEX", + "\\ Event", + "il ver", + "Ġbod ily", + "ĠS ources", + "Ġkill ings", + ".xr TableCell", + "Ġfold ed", + "/ legal", + "un er", + "ĠR ifle", + "ĠM IDI", + "_Selected IndexChanged", + ".Size Type", + "ĠWeb Socket", + "Ġsele ccion", + "S and", + "ot ros", + "Ġenv ision", + "/ etc", + "ĠMel issa", + "Sp ot", + "но е", + "_ ARM", + "At tempt", + "ĠB I", + "ãģ Ķ", + "ĠD U", + "Ġback lash", + "str ide", + "/ classes", + "Ġtext Color", + "_st aff", + "ob lin", + "agent a", + ".c ollections", + "ill age", + "' čĊčĊ", + "fl atten", + "_s ales", + "_M ASTER", + "T W", + "_d a", + "P itch", + "ph ies", + "Ġz ombies", + "ĠV ERY", + "ĠPharm acy", + "Ġprogress Bar", + "Ġhas htag", + "S idebar", + "@ stop", + "(p c", + "ол ж", + "MA KE", + "ĠCor on", + "Ġkv inner", + "ĠM aid", + "b ob", + ".title Label", + "Ġsuccess es", + "ĠDemocr acy", + "ĠSurg ery", + "Ġcou gar", + "Ġcur so", + "Ġl oro", + "ist ency", + "Sen ior", + "æ k", + "ĠA AA", + "ĠBO OK", + "к о", + "W STR", + "Ġ*/ ,Ċ", + "oy al", + ".v ector", + "ĠS PEC", + "SS F", + "Ġcomp uls", + "ĠAppe als", + "ĠW inston", + "ĠMock ito", + "con trib", + ". available", + "entity Manager", + "ari as", + "_s ale", + "_r s", + "Ġdec oding", + "Ġloc ator", + "ol ith", + "Ġk ol", + "Ġasc ii", + "ĠR ut", + "/ interface", + "ĉĉĉĉĉĉ ĠĠĠ", + "ĠN umer", + ".fl ip", + "-d el", + "Ġbol ster", + "on omic", + "Ġz m", + "L G", + "Find By", + "Ġadapt ive", + "lo o", + "Ġv ue", + "(re verse", + "_c anvas", + ". roles", + "ific ado", + "ven ient", + "\" As", + "ĠEn tr", + "al igned", + "Ġbere its", + "/// ĊĊ", + ".g wt", + ". employee", + "_cl i", + "Ġanticip ate", + "éĻ IJ", + "Ġp ik", + "Ġmush rooms", + "(t t", + "Ġo ma", + "ĠSan chez", + "_g oogle", + ". Valid", + "ĠFile Name", + "iv ative", + "k ed", + "-w ar", + "Ġm aturity", + "и д", + "Ġmin er", + "Reduc ers", + "ĠLat Lng", + "_ST D", + "D igits", + "Cal c", + "-up load", + "Ġhand ic", + "ี à¹Ī", + "egr ated", + "ĠST M", + "C lients", + "ĠTur bo", + "SY NC", + "Ġphotograph ers", + ". Out", + ".char acter", + "B UILD", + ".un lock", + "Ġar ises", + "ĠCommand s", + "(\" \");čĊ", + "_F ORE", + "; ',", + "+\" '", + ". Images", + "\") {", + "ĠM eyer", + "Ġneg atively", + "ĠD LL", + "Ġex e", + "Ġdef iciency", + "Ġwild ly", + "-s witch", + "con struction", + "Ġexception ally", + "ĠL iz", + "/j ava", + "Ġtheir s", + "ĠCont emporary", + "l is", + ".fill Rect", + "ĠN FC", + "Ġre he", + "(num bers", + "Ġr aster", + "Ġfig uring", + "Ġshow c", + "ĠJ ill", + "Ġarc ade", + "ĠConstruct s", + "md l", + "(' |", + "Ġident ifiers", + "Ġst ellar", + "( Connection", + "Ġ\" {{", + "y or", + "(m ysqli", + "Ġdo ve", + "Of Birth", + ".dis connect", + "_h i", + "Ġzw ischen", + "ĠGr und", + "i ros", + "_A rray", + ".on click", + "ans om", + "An swers", + "ĉ remove", + "F a", + "Ġhur ry", + "-in f", + "Ġget Class", + "ĠReg ulation", + "ĠFLAG S", + "m isc", + "K en", + "_ heading", + "G Hz", + "- entry", + "Ġbi ography", + "S ig", + "-m f", + "Watch er", + "âĢľ A", + "} px", + "Ġsp icy", + "_s q", + "L ost", + "(tr ack", + "а ли", + "Desc ending", + "< bits", + "qu ine", + "ĠAdv oc", + "_S N", + "ĠHann ah", + "PO P", + "Ġem itter", + "Ġc yn", + "ĠC AD", + "? ).", + "/ set", + "ĠS ister", + "ĠEnd point", + "Ġmen or", + "Ġinter p", + "r k", + "id le", + "Ġout fits", + ". vertex", + "Ġc lic", + "ARE N", + "Ġpost ure", + "ĠOpport unity", + "v x", + "ĠFor bes", + ".D irection", + "Ġres ide", + "Ġremember ing", + "nest y", + "Auto resizing", + "pro viders", + "ĠA H", + "Ġhur ting", + "ĠL ily", + "eval uate", + "lij k", + "p apers", + "ĠSm ash", + "ĠL AST", + "Ġwell s", + "w asher", + "_RO LE", + "ĠD anger", + "* ((", + "_re pository", + "ĠRes olve", + "ĠRoom s", + "_R G", + "ĠQ T", + "o op", + "ĠHe ap", + "Ġslow ing", + "Ġgrat uite", + "_c atalog", + "Ġpol ynomial", + "L y", + "pc s", + "F ox", + "ĠC yr", + "Ġdim in", + "/ month", + "S alt", + "Ġh ind", + ".P ER", + "For um", + "c en", + "_p ol", + "íĺ ¸", + "Ġin ser", + "( ~", + "@ test", + "ĠGold man", + "Ġupload ing", + "F c", + "Ġkom mer", + "Ġm itt", + "_log ged", + "Ġbu cks", + "-l ayer", + ") };Ċ", + "ĠO M", + "Ġv eg", + "col our", + "Ġоб ÑĬ", + "Std String", + "_ que", + "ĠT ian", + "Ġspecial ize", + "и п", + "Ġк л", + "tr ial", + "- edge", + "Ġm ars", + "OG LE", + "Ġempath y", + "ĠB om", + "Ġcoll isions", + "Ġcart e", + "ĠTe il", + "ĠM PL", + "Ġporn ô", + "Ġa irlines", + "A ws", + "N s", + "ĠSp awn", + "( use", + "é» ĺ认", + "Ġy acc", + "st or", + "Ġconf ess", + "Ġpe que", + "r age", + "? \"Ċ", + "/dat atables", + "ĠSh ower", + "__ /", + "Ġcryst als", + "Ġbus car", + "ĠH aus", + "iz ação", + "_ entities", + "ķ Į", + "ļ Į", + "x cc", + "v irt", + "-che vron", + "( Result", + "c ake", + "COM E", + "Ġprohib it", + "ĠCh ess", + "Ġbe aucoup", + "ĠÑĩ ÑĤо", + "R UN", + "ĠI K", + "ó ÅĤ", + "_ Update", + "Ġsle ek", + "ĠSpec ify", + "_c redentials", + "ÅŁ t", + "ĠUser Name", + "ĉ Value", + "Ġarray List", + "Ġex changed", + "ips is", + ".re lated", + "ĠSe ite", + "_B AR", + "ĠL em", + "ĠW ATCH", + "ĠC lients", + "Ġ. *", + "ĠEar l", + "-re port", + "Ġforeign ers", + "Ġstrengthen ing", + "ĉ Description", + "(g o", + ".tool bar", + "Ġcalcul ates", + "ĉs ource", + "Ġcz as", + "Ġre cl", + "ab o", + "Ġlocal host", + "Ġ^ {Ċ", + ".P op", + "ĠDes igned", + "\\ Abstract", + "H old", + "ĠGuid elines", + "ipl ine", + "Ġc aching", + ".Re ader", + "_ext ernal", + ".str ptime", + "ĠWeek end", + "-M ar", + "ĠBe i", + "Ġ{* }", + "ĠR ud", + "Ġexpl or", + "ĠBou levard", + "C ash", + "Ġprep ares", + "Ġserial ization", + "ew ater", + "Ġad c", + ": ĊĊĊĊĊĊ", + "Re fer", + "Ġsc anned", + "} }ĊĊ", + "ĠF ul", + "Ġtour ing", + "ãĥĥ ãĤ¯", + "> ((", + "sur vey", + "Ġí ĺ", + "... ')Ċ", + "ĠDiv ider", + "os l", + "_C ANCEL", + "_pre pare", + "st in", + "ĠHe ath", + ".Primary Key", + "ĠâĨ IJ", + "ĠLocal DateTime", + "Ġcooper ative", + "L earning", + ".en queue", + "Ġgo og", + "ĠReg ression", + "im ates", + "Ġvoy eur", + "ĠDr ink", + "pl ug", + "Ġl ender", + "man a", + "Ġperson nes", + "yp se", + "Ġun link", + "ĠRav ens", + "Ġhur d", + "Ġperiod ically", + "ARG S", + "ĠG H", + "char acters", + "... \"ĊĊ", + "- establish", + "Ġd n", + "( condition", + "ĠGr avity", + "Ġest as", + "_f ocus", + "Creat ure", + "(s ite", + "Ġc arr", + "ĠR L", + "ĠR I", + "ĠM oto", + "AS F", + "ĠLuck ily", + "ĉ Route", + "Ġent ropy", + "(\" ,\"", + "Col lect", + "( contact", + "ĠFlo rence", + "Ġpremium s", + "Ġlif ecycle", + "Ġb ans", + "x ef", + "Web Kit", + "ĠFlo ating", + "Ġcos a", + "Spec ific", + "ĠLo ans", + "b read", + "Ġdes criptors", + "Ġ{ :.", + "TH READ", + "ĠT rent", + "Ġsc op", + "Q A", + "ĠAnt ar", + "p el", + "_d ifference", + "_ch anges", + "(... )", + "ĠR otation", + "ĠLG PL", + "ĠJ UST", + "(T ask", + "_sub set", + "ĠTR ANS", + "åĬ Ľ", + "ĠSc out", + "-p opup", + "Ġsm oked", + "_C lass", + "Ġturn over", + "br akk", + "ĠRock y", + "t as", + ".Regular Expressions", + "ĠElli ott", + "ĠSp inner", + "DU CTION", + "Ġlib re", + "Ġmol to", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠ", + "ĠF TP", + "m peg", + "(f eatures", + "Ġb ald", + "ĠV id", + "Ġsh outing", + "L int", + "Ġsock ets", + "Ġpro w", + "Ġnouvel le", + "isc ard", + "ĠS ponsor", + "Ġconsult a", + ")) );", + "Ind ian", + "ĠR aspberry", + "Ġteam mate", + "ĠJ WT", + "ĠGh ana", + "Ġc akes", + "pr imer", + "form a", + "erg arten", + "_M anager", + "Ġpre season", + "G AME", + "| \"", + "ĠBro ck", + "Ġoccup y", + "Ġdecor ations", + "á nd", + "Ġc ot", + "Ġpar an", + "D isk", + "rem ain", + "> ?", + "Str ong", + "Ġfr ance", + "ĠE ra", + "-c r", + ".Buffer edReader", + "ĠParad ise", + "ĠV AT", + "ĠAnd ers", + "Ġlim b", + "amp oo", + "Ġimper ative", + "UT ILITY", + "ĠRec ognition", + "Ġragaz ze", + "Ġpop s", + "yp ress", + "Ġemb argo", + "// {Ċ", + "Ġsy ll", + "P TR", + "åŃĺ åľ¨", + "Ġdid nt", + "Mail er", + "Ġacad emics", + "ĠFra uen", + "ne ider", + "- rel", + "Ġrain bow", + "( In", + "Ġslic ed", + "============ =Ċ", + "(s end", + "NSMutable Dictionary", + "v os", + "(p ackage", + "Ġord inance", + "view er", + "ĠSant os", + "-s elling", + "Ġgo v", + "ett le", + "Ġfound ers", + "Ġw aking", + "sl ashes", + "-p ound", + "re cht", + "ا ت", + ".on Click", + "Ġn ord", + "st änd", + "_ when", + "UT ERS", + "ic c", + "Ġcaps ule", + "ĠW id", + "M arc", + "ภ¸", + "ro red", + "UG E", + "LO UD", + "ĠAud it", + "ip ients", + "op ian", + "ĠS ue", + "Ġwur den", + ".H elpers", + "Ġf actions", + "[ np", + "-th an", + "Ġre co", + "Ġk as", + "Ġcmd s", + "/n etwork", + "xb f", + "get Color", + "Ġbi ased", + "ĠL ak", + "D atas", + "vent s", + "Ġë ²", + "_P S", + ". Validate", + "Inv oker", + "Ġne uen", + "Ġju venile", + "V ISION", + "Ġdev ote", + "Ġlin ha", + "Ġdiscount ed", + "\\ Config", + "Ġworth while", + "Ġskin ny", + "ĠC ourses", + "le ys", + "ĠMort gage", + "K evin", + "Ġannounc es", + "]) *", + "res ervation", + "Ġæķ °", + "Ġprejud ice", + "ĠString Comparison", + "Ġbe ard", + "-w in", + "ĠS ão", + "ĉ ms", + "j al", + "ĠE arn", + "_ ports", + "ĠN ombre", + "_C OR", + "ĠB UILD", + ".s ound", + "Y ellow", + "Ġlineback er", + "Ġchar itable", + "j ug", + "_NON NULL", + "ĠD ental", + "\"> ${", + "ĉm atch", + "R ussian", + "Ġvers ch", + "Ġp inned", + "Ġadopt ing", + "Options Menu", + "P ag", + "Ġpair ing", + "Ġt read", + "erc ises", + "ĠSp read", + ") i", + "ĠB AD", + "_t f", + "UI ImageView", + "pop ulate", + "b ab", + "ĠÏ ĥ", + "[ ++", + "Ġopi oid", + "Ġ## Ċ", + "d type", + "ĠStart s", + "('/ ')", + "Ġperson als", + "-mark et", + "Ġredund ant", + "ĠEss ential", + "Ġscrap y", + "Ġи м", + "a cl", + "Ġcre ar", + "ĠB end", + "Ġrel ieve", + "- room", + "w ife", + "Ġv Ãł", + "ĠQ Point", + "Ġqu asi", + "Ġmethod Name", + "\\x c", + "ĠPer u", + "/ The", + ". orm", + "Ġv iz", + "/p df", + "Loc ated", + "Ġconfront ation", + "ĠChampionship s", + "Ġhyp ert", + "Ġd j", + "ĠUser Info", + "ĠåĪ Ľå»º", + "\\x b", + "(s im", + "Ġ== Ċ", + "Ġst aging", + "Ġdr astically", + "åŃ ¦", + "l ords", + ". less", + "вед иÑĤе", + "ĠB ucket", + "ĠM am", + ". term", + "_p i", + "c zy", + ".p ub", + "prec io", + "ĠV irt", + "Ġrom an", + "it at", + "L ex", + "_inf os", + "Ä °", + ". other", + "VE LO", + "Ġp onder", + "Ġh anno", + "( Page", + "do i", + "Ġpol ite", + "Ġprogram mer", + "D ies", + "$ d", + "Ġrep lication", + "add Column", + "fr ican", + "Ġl eng", + "be er", + "o it", + "Ġw asting", + "yl im", + "me asure", + "N eg", + "Ġpart ie", + ".con sole", + "ĠGu inea", + "TE L", + "_f act", + ".ch unk", + "Ġl ent", + "Ġall er", + "Ġठķ", + "_id le", + "Ġad missions", + "JSON Array", + "Ġv ibration", + ".h elpers", + "å¤ ĸ", + "Ġh en", + "j ohn", + "Ġì ĥĿ", + "Ġjud gement", + "Ġge en", + "ter ra", + "^ {", + "ĠI z", + "Ġc â", + "inst ances", + "Ġthreat ens", + "Ġm üssen", + "Kind OfClass", + "Ġstoryt elling", + "_d emo", + "ri as", + "Priv acy", + "h ift", + "ĠY i", + "es or", + "íķ ł", + "ens itivity", + ".W riter", + "ภĤ", + "D istrict", + ".get JSONObject", + "Im pro", + "(get Resources", + "ĠS PELL", + "rodu ce", + "Ġslow ed", + "Ġlin ewidth", + "Ġhonest y", + "ĠCo ord", + "ĠF ork", + "ĠDispatch Queue", + "ĠCl iff", + "ĠW iring", + "_TIM ESTAMP", + "oll ah", + "av oid", + "++ ];Ċ", + "sem antic", + "-c ss", + "Ġv eto", + "ĠM err", + "Ġlegisl ators", + "CEE DED", + "Ġquestion naire", + "ĠP ills", + "Cal culate", + "(c ore", + "' e", + "Ġdis like", + "ĠPre ferences", + "_EX TERNAL", + "è° ĥ", + "Ġd odge", + "æľį åĬ¡", + ".n ames", + ".draw Image", + "_p rom", + "uck land", + "Ġ<$ >", + "ı z", + "/s ite", + "é¡ ¹", + "rop he", + "Ġcomp elled", + "Ġl aptops", + "Ġun i", + "C LOSE", + "Ġcasual ties", + "ĠUn iform", + "Term inal", + ". \",\"", + "D AT", + "(T reeNode", + "ĠGand hi", + "(st mt", + "AX B", + "* M", + "Ġumb rella", + "an imal", + "Ġgr pc", + "Ġwhere by", + "Ġfloat s", + "ĉ arg", + "Ġdb g", + "Ġexceed ing", + "Event Type", + ".SaveChanges Async", + "Ġ{ {{", + "Ġow ed", + "ahren heit", + "Ġì §", + "Ġequ ipo", + "ur ai", + "Ġid ol", + "] \")Ċ", + "_m ajor", + "Ġentire ty", + "inger print", + "ç os", + "/ account", + "ĉ right", + "urs os", + "ĠE DT", + "_INS ERT", + "Ġsh ining", + "Ġ< :", + "Edge Insets", + "Ġcolon ies", + ". IM", + "ĉĠ ĉ", + "RO AD", + "CC CC", + "pl acing", + "Ġget Activity", + "em acs", + "' %(", + ".click ed", + "ĠTh em", + "is ia", + "Bus car", + ".re name", + "Ġo ath", + "Ġafter ward", + "ĠU FO", + "AP S", + "ĠJackson ville", + ".s ome", + "Conf irmed", + ".s can", + "ig Integer", + "Decor ator", + "sh ield", + "ress ive", + ".d id", + "请 è¾ĵåħ¥", + "Ġsh utter", + "D am", + "Ġparent ing", + "ey ed", + "$ item", + "-de velop", + "Ġextract s", + "Ġdecentral ized", + "ĠEl sa", + "_sp in", + "]) +", + "-in itial", + "Ġmult itude", + "Ġsens ory", + "ĠMODE L", + "Ġsafeg uard", + "ì ¹", + "Ġhunt ers", + "ĠT iny", + "IN O", + "decor ate", + "ĠNo Such", + "H o", + "( Response", + "Ġr uler", + "ĉ short", + "Ġc aster", + "Ġclient Id", + "Ġp db", + "ëı Ħ", + "it ic", + "ĠGame State", + "Ġnew Item", + ")ĊĊ ĊĊĊĊ", + "ou is", + "n oc", + ".BL ACK", + "_V ECTOR", + "---------- ();", + ".get P", + "any e", + "Ġneur on", + "if old", + "ĠK nown", + "Bit coin", + "Any way", + "ay ette", + "Ġ' ['", + "Ãł nh", + "m gr", + "Ġcor related", + "Ġn ause", + "Ġment ality", + "has Many", + "ĠF G", + "amp ie", + "IT U", + "F s", + ".S p", + "_b etween", + "Dep endencies", + "ou g", + "Place holder", + "= text", + "ĠMan aging", + "ocal ypse", + "åĮ Ĺ", + "_m ag", + "f ld", + "â ij", + "C AM", + "ĠHelp ers", + "Ġd ost", + "/ out", + "Ġassass ination", + ".get Image", + "ĠKenn y", + ".' )ĊĊ", + "){ //", + "ĠR anger", + "Ġg ek", + "Ġsinc ere", + "< Value", + "ĠD OT", + "ĠVict ory", + "Ġleg ends", + "Ġpr isons", + "(ex pression", + "ĠR abbit", + "_s entence", + "Ġbit es", + "Ġon Failure", + "ĠâĪ Ī", + "K im", + ".g ender", + "ĠÎ »", + "Ġ[ .", + "\"] );", + "land ing", + "-d igit", + "TE MP", + "ĉ entry", + "Ġstrt ok", + "Ġdesc endants", + "um no", + "Ġlean ing", + "Ġspecific s", + "q n", + "ĠSp art", + "Ġpor r", + "EDIATE K", + "Ġse per", + "' aut", + "ĠSTE P", + "ĠBorder Layout", + "Ġret ros", + "ĠSalv ador", + "ĠEN GINE", + "x dc", + "T weet", + "v k", + "Ġì ²", + "] <<", + "het ics", + "c oding", + "Re ach", + ".re q", + "gu ide", + ".s cope", + "sh irt", + "rog ate", + "SET TING", + "ĠProte in", + "Ġe ing", + ". EMPTY", + ".d f", + "Ġclear er", + "Ġc rossover", + "ĠTo ys", + "Ġco ated", + ".M onth", + "ĠAtt ach", + "/ run", + ".t abs", + "Ġogs Ã¥", + "B rown", + ".D ATE", + "Ġf os", + "åŃŠ符", + "W ood", + "-th ree", + "her ited", + "Ġ rop", + "( ac", + "Ġembod iment", + "ĠKenn eth", + "Ġcan non", + "Ġb idding", + "čĊ", + ".get Resources", + "Ġl ump", + "_const s", + "( ext", + "ĉd ir", + "â Ŀ", + "Ġpadding Top", + "Ġobs ession", + "Ġb anning", + "ĠApp Module", + "Ġpart isan", + "Ġcatalog ue", + "Ġmin ors", + "Ġpitch es", + "we ep", + "Ġundert ake", + "Ġthem ed", + "aud it", + ".scroll Top", + "Ġr er", + "Ġsympt om", + "Ġopen ings", + ".block s", + "open id", + "Ġas sh", + "-s ave", + "ĠP ig", + "Ġreg ain", + "Ġin icial", + "/f avicon", + "ĉ exp", + "Ġsp ices", + "isk a", + "claim s", + "m ak", + "definition s", + "Ġcorrespond ent", + "ĠCann abis", + "__ ,Ċ", + "ĠL ucky", + "ĠGa ussian", + "ĠN early", + "C AD", + "'] ]Ċ", + "Ġadequ ately", + "ĠT ITLE", + "constitution al", + "-m m", + "_ override", + "Ġbl as", + ".ready State", + "Ġremin is", + "Ġrein forced", + "ĠColl abor", + "Ġdecor ating", + "Ġb achelor", + "ERRU PT", + "Ġup right", + "ip ation", + "ĠNob le", + "Ġvalue ForKey", + "Ġset Loading", + ".I gnore", + "å ģ", + "G lobals", + "ĠM ent", + "AS SES", + "Ġlim bs", + "ĠH UD", + "inc i", + ". iv", + "ĠQ ModelIndex", + "F use", + "Ġped al", + "_F REQ", + "( verbose", + "Ġlong itud", + "ĠChar ter", + "ê ·¸", + "Ġbund les", + ". ignore", + "um bo", + "EM A", + ".... ...", + "s x", + ".C ard", + "Ġhe ute", + "Ġste er", + "j umlah", + "Ġ{ _", + "_Check ed", + "Ġf ax", + "ĠG ust", + "itch ens", + "Ġ ))ĊĊ", + "Ġremark ably", + "/ XML", + "- remove", + "_b t", + "Ġinc ub", + ".p ackage", + ".current Thread", + "ĠHigh lander", + ".s ide", + "s plash", + "Ġ ici", + "= D", + "Ġp uck", + "Ġball ots", + "Ġhug ely", + "co eff", + "Ġp Data", + ".C OLUMN", + "ĠHe aling", + "Ġord in", + "! ),", + "Ġ' ',čĊ", + "(m d", + "ĠS ask", + "< strong", + "Ġsurviv or", + ".s eries", + "Ġcaffe ine", + "Ġ` (", + ".TRA ILING", + "_ Input", + "(\" ^", + "z d", + "& );Ċ", + "ĠP ing", + "Ġv oucher", + ".r ating", + "-sh irts", + "ĠRetrie ves", + ".al ibaba", + "Or acle", + "_MO V", + "Old Data", + "Ġ/* čĊ", + "Ġg boolean", + "Ġ=> čĊ", + "Ġr á", + "Ġbl unt", + "ĠImage Icon", + "if ik", + "RT C", + "Ġfib ers", + "Ġto ile", + ".s ent", + "ĠPy Qt", + "$ app", + "Ġmed io", + "Ġgrant ing", + "Ġtsl int", + "ĠM ö", + "(fig size", + "Ġhur ricane", + "Ġlif es", + "Ġà Ħ", + "rocess ing", + "_st andard", + "- option", + "')) )", + "Ġvac ant", + "å· ¥", + "ĠH ollow", + "handle Change", + "Ġdiv ider", + "ĠEngine ers", + "Ġsv ens", + "Ġcompl iant", + "t anggal", + "ĠC redits", + "ĠEm irates", + "Rule Context", + "Ġreal ization", + "Ġdistr acted", + "]+ =", + "Ġaug ment", + "ĠD w", + "ot p", + "or rent", + "Edit ar", + ".st ock", + "St udy", + "pe ctions", + "ĠGame Manager", + "= cut", + "Ġf lock", + "ĠRom ans", + "th em", + "-h op", + "Ġscreens hots", + "Ġ/* !Ċ", + "Ġconvers ions", + "Ġnormal ization", + "(config uration", + "Ġa eros", + "_se curity", + "! 'Ċ", + "B onus", + "ĠDR IVER", + "ĉ Date", + "t ie", + "ĠWy oming", + "St and", + "it re", + "Ġsh oppers", + "Ġdisadv antage", + "Ġlik ing", + "ç¬ ij", + "Ġunderstand able", + "SE E", + "Ġh oy", + "Ġnin ete", + "Ġcon fer", + "Ġnow rap", + "ĠV ern", + ", čĊčĊ", + "imest ep", + "Layout Manager", + "à ·", + "ĉw ait", + "PLE TED", + "J apan", + "Ġindu ce", + "Ġå ¯", + "оз в", + "_END POINT", + ".h orizontal", + "Ġacceler ated", + "rim on", + "IV ES", + "Trans actions", + "Le an", + "ĠSO UR", + "wh ether", + "y g", + "Ġo id", + "ĠEntity Manager", + "OUN TRY", + "Ġfil a", + "OLUM NS", + "IN UE", + "ĠAn chor", + "TR AN", + "wo o", + "block quote", + "ĠN urse", + "ĠCar p", + "Ġrede em", + ". try", + "ĠJ P", + "Ġtimestamp s", + "Ġ?> \"><", + "ĠREM OVE", + "ĠStar bucks", + "Re ally", + "Ġflood ed", + ".C allback", + "Drop Down", + "ip ro", + "Ġt ended", + "l te", + "Ġproport ions", + "- te", + "ĠR ena", + "lic ate", + "for ces", + ".ex tra", + ".auth enticate", + "в од", + "¡ °", + "Ġfor ControlEvents", + "Ġsen ha", + "Ġke in", + "Ġmin ist", + "ĠPre ference", + "ĠTele graph", + "Ñĥ п", + "str pos", + "Ġillness es", + "Ġp igs", + "Ġget Intent", + "S ol", + "Ġ ¡", + "(c pu", + "[ prop", + "s creens", + "'); ?>", + "ĠAct s", + "Ġstr dup", + "Ġaver ages", + "an al", + "ĠCas ual", + "Group Box", + "ĠHand book", + "/ comments", + "Ġnumber ed", + "Ġbroadcast ing", + "çĽ ij", + ".native Element", + ".m u", + "Ġupdated At", + "ĠDoes n", + ".A C", + ".c oll", + "Ġrec order", + "_sh a", + "B g", + "b il", + "Ġbol ts", + "Ġç ¬", + "Ġim posing", + "ĠInformation en", + "_flash data", + "e conomic", + "Rem ark", + "uc as", + "ĠOff icers", + "ĠT ER", + "W alk", + "Ġmerc ado", + "_g enerate", + "H Y", + "Call ing", + "s nap", + "script Id", + ". operation", + "ĠFl ame", + "l iness", + "Ġrent ed", + "_t oggle", + "-ch anging", + "ĠT Y", + "' util", + "EE P", + "Ġgraph ql", + "ĠUn i", + "Ġimp ulse", + ".B asic", + "Ġenerg ies", + "M ARY", + "ĠMar cel", + "Ġmort al", + "Ġf res", + "m ens", + "m otion", + "Ġsample d", + "âĢľ That", + "id ay", + "qu ipment", + "get Int", + "ĠA bsolute", + ",' \"", + "un ed", + ".sh are", + "Ġ} )(", + "mm m", + "ĠR ising", + "ä» »", + "Ġun employed", + "x fa", + ".f ollow", + "ĉĉĉĉ ĠĠĠĠĠĠ", + "sl t", + ".P hone", + "Ġkn ives", + "Ġe ve", + "on Click", + "] ))čĊ", + "ĠW itness", + "ĉ NS", + "ĠE OS", + "ĠSte fan", + "ĠPri est", + "âĢĶ which", + "Get String", + ". By", + "Ġup stairs", + "Ġdetr iment", + "bro ken", + "emb ro", + "Ġnic otine", + "il ion", + "Ġaston ishing", + "_ aff", + "ĠLess on", + "Ġaccident al", + "od or", + "Ġdec ir", + "Ġnew Name", + "+ .", + "çĽ ¸", + "igs list", + "ĠG ithub", + "Ġsuccess ive", + "rac ial", + "Ġen viron", + "éªĮ è¯ģ", + "Ġredirect ed", + "T OTAL", + "Ġgrab bing", + "ĠL ance", + "Ġfor fe", + "_C B", + "å¾ ®", + "El apsed", + "_w ay", + "(Dialog Interface", + "_me asure", + "x bb", + "D og", + "Dep art", + "-s rc", + "res olver", + "with standing", + "_sh ell", + "ĠLast Name", + "ĠAv iation", + "Ġbegin ner", + "(\"% .", + "(to ol", + "Ġн ов", + ": init", + "(A PI", + "ĠMorr ison", + "vt Color", + "Ġstap le", + "/ INFO", + "Ġsupern atural", + "Ġste ak", + "tim eline", + "zz le", + "\" `ĊĊ", + "Second ary", + "ĠNep al", + ".String Utils", + "Ġad am", + "Ġ( ...", + "Ġsub stitution", + "Ġboard ing", + "ĠKey word", + "ĠAss ault", + "dbc Template", + "Ġorder Id", + "( engine", + ".assert That", + "ĠVen us", + "Ġhomic ide", + "ĠA val", + "Ġg utter", + "ĠSupport ed", + "/p art", + "Ġac claimed", + "H istor", + "Ġmes es", + "ü ber", + "ĠRen ew", + "Ġgr as", + "ĠE k", + "Ġin file", + "ind y", + ".m usic", + ".S croll", + "ĠA ges", + "ĠNar uto", + "ĠG ather", + "Ġconfirm ing", + "= (\"", + "Ġpitch ed", + "ole y", + "Fr ance", + "+' \"", + "$ total", + "Ġon de", + "Ġd itch", + "_s igma", + "Ġcontinu ity", + "re ward", + "- load", + "Ġproces o", + "Lock ed", + "st aw", + "Ġsp inal", + "l azy", + "! ==", + "j est", + "Ġd un", + "ĠRod gers", + "ĉ grid", + "Ġlog os", + "ĠBeng al", + ".s uper", + "Provid es", + "Ġnut rient", + ".T imestamp", + "IZ ATION", + "åĨ Į", + "Ġf ats", + "ĠX xx", + "ct ica", + "Target s", + "Ġcont ours", + "Ġre ordered", + ": Array", + "Ġtoler ate", + "V ir", + "Ġter ribly", + "Ġbr icks", + "(& _", + "h b", + "Port al", + "ĠB read", + ". which", + "ÂŃ t", + "as InstanceOf", + "Ġj object", + "ĉ length", + "_M T", + "; \">čĊ", + "_EX IST", + "Ġmat ernal", + "RE L", + "Ġê²½ ìļ°", + "he e", + "Ġlayout s", + "ĠL ap", + "ais y", + "Ġst umbled", + "ĠU IG", + "ĠS co", + "Ġimp aired", + "RES SED", + "Ġab uses", + "V F", + "AR B", + ".N AME", + "r ch", + "prim ir", + "_com pleted", + "Ġp enny", + "Ch rome", + "(b egin", + "ern en", + "- checkbox", + "Plain OldData", + "ĠL PC", + "r ade", + "sp ir", + "Ġcon ceived", + "T ips", + "ĠIo T", + "ĠG an", + "èģ Ķ", + "Ġbi ases", + "Ġconsult ants", + "ple d", + "_ ht", + "associ ated", + "], ĊĊ", + "Ġdelight ful", + "ĠÑĤ ек", + "Hel vetica", + "( load", + "-exp and", + "_W IDGET", + "to a", + "ĠA kt", + "Ġom n", + "Ġcl auses", + "Int el", + "*/ }Ċ", + "_reg istration", + "Ġold Value", + "Ġrest oring", + "Ġun real", + "O VER", + "ĉĊĉĊ ĉĊ", + "AT S", + "_pro be", + "Ġdiv isor", + ".update Dynamic", + "å¹ ³", + "Produ ces", + "st amp", + ".j boss", + "ĉt ask", + "! (:", + "Ġpsych ic", + "@ class", + "M artin", + "ĠPass ed", + "clar ations", + "h el", + "а Ñĩ", + "ĉc opy", + "-b in", + "z an", + "ig ram", + "া à¦", + "(s ig", + "ĠC aval", + "_ ##", + "Ġ% =", + "out lined", + "ĠAc id", + "Ġunpredict able", + "-d ashboard", + "Hex String", + "+ c", + ".P ublic", + "Ạ©", + "Ġconvey or", + "ĠE B", + "Ġselect s", + "Ġknock ing", + "ĠC ec", + "IBUT ES", + "owa Äĩ", + "g atsby", + "* v", + "ent ropy", + "Ġdispatch ed", + "Ġcam el", + "ĠSat urn", + "Ġover weight", + "( phone", + "par able", + "% B", + "_v ectors", + "Ġbrew ing", + "ĠT k", + "ĠDownload s", + "ĠS aved", + ".Pr ice", + "Ġcur ved", + "ĠParen thood", + "è ¶", + ".p nl", + "plet ely", + ".D ay", + "Ġadvertis ers", + "Ġej ec", + "Ġpr zed", + "ë ¯", + "! ';Ċ", + "ĠK ush", + "ĠT AB", + "Ġquest s", + "Ġcoinc idence", + "umm ies", + "ĠKash mir", + "ĠEth ics", + "_g rowth", + "Ġakt iv", + "Ġgroup ing", + "å¢ ŀ", + "_tr uth", + "åIJ ¬", + "t odos", + "is et", + "Tex Coord", + "ä tt", + "ĠZ ur", + "ro ys", + "_M AGIC", + "Ġbrew ery", + "( State", + "ĠSM ALL", + "ĠPl ants", + "it bart", + "each er", + "ĠAd elaide", + "L u", + "Ġf ick", + "und les", + "_load ed", + "и е", + "P oll", + "rit ic", + "EL Y", + "Ġ+ '", + "ĠProf ession", + "Ġst amps", + "ĠS ew", + "scroll View", + "Ġcomm unist", + "/pro blems", + "}čĊčĊ čĊčĊ", + ", o", + "Ġu dp", + "Ġob ese", + "appro ve", + "ancell ation", + "_G ame", + "ĠHas htable", + "adaptive Styles", + "Ġpossess es", + ".match er", + "function al", + "M rs", + "ĉs ave", + "ĠDb Type", + "Ġk en", + "get Context", + "Ġm ans", + "( rel", + "ĠBrother hood", + ") `Ċ", + "è§ £", + ".In formation", + "OutOfRange Exception", + "ĠS ek", + "C as", + "Ġblog gers", + "E ither", + "(\" \"\"", + "Ġpin ch", + "Ġco arse", + ") p", + "ĠP ulse", + "Ġlear nt", + "Ġdent ist", + "Ġon change", + "Ġdirect ives", + "( actions", + "ny der", + "ĠSh ir", + "T rait", + "_de p", + "ĠP ET", + "ĠRE P", + ".App Settings", + "cu ador", + "iden av", + "Ġenv i", + "Ġsl ammed", + "ĠSh oot", + "Ġdate Format", + ".j oda", + "ve ys", + "Ġ) .ĊĊ", + "Ġcare g", + "ĠPar allel", + "_ translation", + ".function s", + ". obs", + "Runtime Exception", + "[] =", + "over view", + "ĠSch l", + "Ġno isy", + "ĠOn PropertyChanged", + "S ending", + "Ġunf amiliar", + "U pon", + "ĠPrint s", + ".t yp", + "Ġflee ing", + "ĉm ove", + "( Un", + "Ġq r", + "× ľ", + "_b eta", + "Ġsk ies", + "ĉm e", + "W ND", + "Ġstick ers", + "bl as", + "Ġinsert s", + "Ġvers es", + "ĠD ew", + "Ġtang ible", + "Ġhe cho", + "P OL", + "Ġte ardown", + "om nia", + "IB E", + ".c over", + "_str ategy", + "^ -", + "set Position", + "u ale", + "S igned", + "Ġif ace", + "as eline", + ".set Time", + "ĠMin eral", + "ĠFight ing", + "sk ins", + "Ġdiscrim in", + "Ġdans k", + "ĠPr inceton", + "ac ist", + "Ġ( ));Ċ", + "tr acks", + "imon ial", + "ad ecimal", + "EP ROM", + "ugg le", + ".Not ification", + "$ mail", + "c antidad", + "ĠJ ung", + "Ġseek ers", + "Ġpl ausible", + "t ier", + "еР¶", + "Ġr apper", + "ĠMan a", + "ĠHttp StatusCode", + "Ġburn t", + "los es", + "ĠF oto", + "ĠJson Object", + "Inst agram", + "Ġsys call", + "Ġreal ities", + "ĠMAT LAB", + ":^ {Ċ", + "TER M", + "ĠC bd", + "ĠPar agraph", + "Ġtrav és", + "Ġconstruct ing", + "Ġsw al", + "Ġp ige", + "LL LL", + "-ex isting", + "G ets", + "Ġmelt ed", + "Ġmitig ate", + "H en", + "Ġh m", + "im as", + "ĠA o", + "ĠP erez", + "ĠD AL", + "Ġëĭ ¤", + "Ġdiv is", + "Storyboard Segue", + "ĠMod ify", + "ĠÃľ ber", + "_O VERRIDE", + ".p em", + "unt os", + "Ġespa ñ", + "Ġ{ ?", + "ĠP AY", + "_ip v", + "ĠF ury", + "__ .__", + "el ow", + "-center ed", + "check s", + "_ Reg", + "-J avadoc", + "ĉ load", + "ĠLik ewise", + "ا Ùħ", + "UN E", + ".se m", + "x cb", + "ĠC ave", + "_s leep", + "Ġsil ently", + "ĠExt reme", + ".To Upper", + "ĉC HECK", + "Ġc ue", + "ĠQ ByteArray", + "Ġcorrupt ed", + "ĠD é", + "Ġimp ed", + "Get Name", + "Ġinaccur ate", + "Ġso ber", + "е е", + "Ġbar code", + "-- ){Ċ", + "ink i", + "Ġé p", + "Ġd ri", + "ĠAL T", + ">>>> >>>>", + "ont a", + "[ L", + "Ġinter es", + "ver ting", + "Ġdi agnostics", + "p dev", + "è ©", + "ĠIntegr ated", + "). '", + "_g c", + "$ text", + ".g ames", + "ĠT erra", + "' Re", + ".trans fer", + "_F IFO", + "get Model", + "Ġbl and", + "ĠCole man", + "Ġpr imes", + "Ġæ Ī", + "Ġcross es", + "n k", + "G ING", + "Ġ' ^", + "ĠB lob", + "Ġinter course", + "ĠBl vd", + "Ġweigh s", + "_reg ular", + "ĠPer th", + "Ġsepar ating", + "Ġb illed", + ".tab Control", + "Ġpup pet", + "Ġutil ization", + "Ġâĸ ł", + "Ġsucc es", + "Ġl amps", + "_pro j", + "E ric", + "Ġren ovation", + "ĠFam ilies", + "ĠB its", + "part ials", + "-M en", + "s olution", + "Ġd warf", + ".IN TEGER", + "ĠLO CK", + ". ct", + "Ġexcer pt", + "ĠP ix", + "ĠFirst Name", + "ANT ED", + "ĠAd mir", + "-h elp", + "P rior", + "ĠAl ign", + ".IN STANCE", + "Line Edit", + "('/ :", + "Ġin et", + "od us", + ".p kl", + "ĠK Y", + "up ert", + "Ġn erves", + "_grad ient", + "} ','", + "_un ref", + "Ġs aturated", + "ĠConn ected", + "ĠF N", + "EX IT", + "Ġtele port", + "Ġav ait", + "Page Route", + "Ġdivor ced", + "(l ang", + "f st", + "ĠT yr", + "Ġmess enger", + "if stream", + "X S", + "ĠBank ing", + "Ġinfect ious", + "ĠM ons", + "_LO OP", + "Ġzur ück", + "Ġobt ener", + "/re pos", + "V el", + "ac ro", + "Ġuser Repository", + "style Type", + "ĠS RC", + "VML INUX", + "rec ursive", + "/ bar", + "_ch ip", + "omin ated", + "ĠN it", + "âĢĶ to", + "ĠBudd h", + "ом еÑĢ", + "ĠM AG", + "ĠC HE", + "_d en", + ". raises", + "_de gree", + "Ġpump kin", + "_tem plates", + "_M EDIA", + "ĠTim eline", + "Ġb ots", + "Object Type", + "Ġbu ys", + ".post s", + "C AL", + "wait ing", + "ĠDani els", + "Ġd abei", + "ĠS igma", + "il or", + "ig el", + ", W", + "AD S", + "( panel", + "ì² ´", + "it ating", + ".p alette", + "Ġmos quito", + "Ġt ego", + "(parse Int", + "Ġdes pués", + "p romise", + "Ġw ij", + "types cript", + "ĠT v", + "_IDENT IFIER", + ").ĊĊ Ċ", + "_fl at", + "its u", + "US R", + "ex perience", + "-f it", + "ph inx", + "_th resh", + "Ġide ally", + "ĠFre eman", + ", DB", + "_r w", + "çŃ ī", + "U b", + "_stat istics", + "=\" \"><", + "Ġch ore", + "Ġy ork", + "inst alled", + "Add itionally", + "Ġp stmt", + "yl ko", + ":: Ċ", + "Fore st", + "Ġhead set", + "Ġgall on", + "ÑĢ ем", + "Ġwithdraw n", + "ĠC andidate", + "Ġmel ting", + "Ġfree zer", + "Ġh l", + "_HE LP", + "m ime", + "( /*", + "Ġth irst", + "$ return", + "member of", + "еР±", + "ĠHttp ServletRequest", + "( ob", + "_ Result", + "Ġassert ed", + "Ġfulfill ing", + "Ġstret ches", + "par ated", + "-f unded", + "Ġå Ľ", + "ing les", + "_c a", + ". condition", + "ĠDis plays", + "Ġor ang", + "ĠC RE", + "Ġgl Bind", + "ĠSelect or", + "/ type", + "ĠAlex a", + "ched ules", + "ĠPen insula", + "Ġpar ity", + "ĉ dest", + "ĠDo ors", + "čĊ ĉčĊ", + "_dim ension", + "Ġa load", + ".St oredProcedure", + "(p aren", + "ĠBur ke", + "') ]Ċ", + "- engine", + "Ġqu ir", + "ĠHy brid", + "ĠDo e", + "Ġout lines", + "ĠTrend s", + "_N V", + "per iments", + "ĠH in", + "? ',", + "ĉ Text", + "F UL", + "Ġsm ells", + "Ġs lick", + "Ġmis erable", + "ĠArray Adapter", + "Ġparam String", + "H om", + "_l iterals", + "us uarios", + "Ġprompt ing", + "_l azy", + "ĠActiv ation", + "_ oc", + "We ak", + "Ġan ecd", + "ĠU CLA", + "= re", + "isse ment", + "ĠEsc orts", + "Ex cellent", + "ĠP ause", + "Ġre positories", + "T OR", + "ari ate", + "_is o", + "up dates", + "hal b", + "udi ante", + "ë¡ Ŀ", + "Ġna ive", + "ĠP eg", + "ĠL ounge", + "ARG IN", + "(b in", + "On ClickListener", + "ĠFA ILED", + "Ġl ite", + "Ġd zie", + "ĠL iteral", + "iv or", + "fc ntl", + "Ġe ats", + "Ġq ed", + "Un lock", + "rid ing", + "und ai", + "= M", + "AT TER", + "Configure Await", + "ici as", + "ustom ed", + "Ġsuccess ion", + "end Time", + "ĠJ upiter", + "Ġjud ging", + "d ration", + "_d ocs", + ".m o", + "Ġeduc ators", + "ĠV ine", + "Con d", + "[ out", + "q b", + "\\ Validator", + "Ġmean ings", + "Ġpresent ly", + "Ġdiv iding", + "otten ham", + "asc ular", + "Ġtrail ers", + "ĠC LOSE", + "ам и", + "âĢĻ ai", + "ĠG ain", + "w or", + "Ġpl anner", + "Ġdistrib uting", + "v at", + "month s", + "x label", + "H F", + "V iol", + ".BASE LINE", + "еÑĤ ÑģÑı", + "ĠR otate", + "Ġtx n", + ": bold", + "Ġb loss", + "Forg ery", + "( embed", + "Ġjak o", + "s printf", + "the ir", + "Ġexhib its", + "- static", + "he cy", + "get ActiveSheet", + ".c lients", + "ãģ į", + "_h ide", + "[ word", + "C b", + "add Item", + "ax e", + "_r adio", + "al ion", + "mod ifier", + "Ġsat uration", + "Ġden om", + "_p ixels", + "m ess", + "(f l", + "at if", + "Ġse cs", + "Ġpro stitution", + "Ġgrand children", + "Ġparad ise", + "ĠF eld", + "_B INARY", + "it ous", + "๠Ħ", + "Ġflash ing", + "-s ided", + "Ġcontrad iction", + "/* ĊĊ", + "y label", + "ĠT et", + "Ġadm ire", + "res o", + "Ġlet z", + "ĠSE ARCH", + "sl ots", + "ĠRew ards", + "ĠH og", + "ĠNS Data", + "st ash", + "F all", + "ĠA mer", + "Line arLayout", + "/ photos", + "Ġfe ather", + "Ġ| čĊ", + "Download s", + ".Start sWith", + "Ġ// #", + "ine Transform", + "Ġaff id", + "V tbl", + "ĠRog ue", + "scri bed", + "Ġfa uc", + "ĠMon roe", + "Ġdecl ares", + "mod ern", + "re on", + "ay be", + "P ASS", + "f ers", + "_MULT I", + "ĠMath ematics", + "Ġsud ah", + "_ATT ACH", + "Ġnumber With", + "ĠSol omon", + "j in", + "ograf ia", + "ö l", + "_d esign", + "cul ated", + "ĠL una", + "ies z", + "Ġ=> '", + "Ġrevel ations", + "Al ong", + "( ed", + "ĠF ilename", + "Ġy label", + "Sec ure", + "Ġbus ca", + "agn osis", + "_RE CE", + "Ġoverl apping", + "Ext ent", + "Ġanticip ation", + "Check s", + "ĠALS O", + "or c", + "iling ual", + "it ational", + "Ġadv ancement", + "ou ro", + "ĠP redicate", + "å¾ Ĺ", + "er ia", + "ĠPier ce", + "or io", + "Ġmer its", + "Ġpe anut", + ".P ackage", + "ĠCon duct", + "_SENS OR", + "Ġbo iling", + "Ġin tra", + "ĠI GN", + "ĠF ur", + ".Ref resh", + "ĠRe ach", + "_dec oder", + ".Ex p", + "ĠÑĤ ак", + "p ill", + ", Q", + "ĠGr ill", + "Ġpop ping", + ".A g", + "Ġpro yecto", + "Ġmile age", + "Ġec ological", + "] ]);Ċ", + "Ġ Ń", + "sub plot", + "ac ad", + "ĠTry ing", + "rec ipes", + "$ criteria", + "ĠPers ian", + "-b ound", + "M ASK", + "ĠG esture", + "Ġk k", + "ĠP VC", + "Ġprohib ition", + "Ġcom ando", + "ĠLO OK", + "Sh opping", + "Ġdist ortion", + "< Boolean", + ".Get Length", + "um pt", + "\\ Product", + "ell ery", + "Ġfire wall", + "form atted", + ".red is", + "Ġes a", + "ĠRh ode", + "S om", + ".n on", + "Ġ' ).", + "Ġget View", + "ạ n", + "pr us", + "Mat thew", + "Ġs ia", + "ĠF ors", + "G PU", + "ient ras", + "_IN ST", + "Ġol arak", + "Ġimport ing", + "T CP", + "/ \");Ċ", + "e ither", + "Ġfresh ly", + "c ascade", + "(char acter", + "ĠJe ep", + "ot ics", + "_ UTIL", + ".Xtra Printing", + ".first Child", + "ĠEx cell", + "Ġd vd", + "Ġt aller", + "Ġr as", + "yp ass", + "Ġassign s", + "Ġgri ev", + "-m ore", + "J D", + "ĠBurn s", + "' >čĊ", + ".D ependency", + ".Query String", + ".O wner", + "Ġexp iry", + "Th u", + "( Vec", + "Ġhazard ous", + "Ġr pm", + "AP ON", + "Ġadd Target", + "sv ille", + "p Net", + "ĠIm g", + "ĠTIM ER", + ".An imation", + "Ġbe k", + "Ġass ort", + "Ġle bih", + "Ġbody Parser", + "Ġvibr ating", + "ID L", + "Ġbutter knife", + "int ers", + "Ġpersu ade", + "ĠLGBT Q", + "è ĭ", + ".s oft", + "Ġbe ams", + "_s ur", + ".D ef", + "Ġl abs", + "ĉ plt", + "Ġsk ins", + "Ġtransf erring", + "Ġimag inary", + "_E nd", + "; background", + "Ġl aps", + "_COM MENT", + "(S DL", + "ond s", + ".Rec ord", + "ĠIm plements", + "_t icks", + "() ))ĊĊ", + "Ġa rose", + "] ?", + "ĠM p", + "ĠI Command", + "Ġsculpt ure", + "Ġcontract ed", + "< HTML", + "Ġcal end", + "at y", + "/ Sub", + "Ġkv inn", + "_ IGNORE", + "ĠSh ane", + "ML S", + "Ġstim ulate", + "Part ition", + "Ġm un", + "ó m", + "eral a", + "- account", + ".B inary", + "c é", + "Ġse ize", + "connection s", + "ĠĊ ĠĠĠĠĠĠĠĠĊ", + "ĠDi agnostic", + "V ISIBLE", + "ĠRun s", + "Ġimpress ions", + "s uite", + "ob le", + "~ -", + "ak ukan", + "< Person", + "ĠN os", + "ĠG ui", + ".wait For", + "RE SET", + "Ġpost pon", + "Dis cover", + "arr ison", + "sh aw", + "b lood", + "AJ OR", + "æĽ´ æĸ°", + "ĠM use", + "æĶ ¶", + "Ġret aining", + "ot te", + "Ġmos que", + "ĠS ne", + "Ġstandard ized", + "Ġmain land", + "_th ree", + "unge ons", + "get Doctrine", + "Ġwh ale", + "Ġag g", + "ĠP orsche", + "now led", + "lat ent", + "ĠRel ation", + "Ġ// '", + "Ġshut ting", + "ĠRem ix", + "_c ov", + "Ġs ailing", + "Ġv owed", + "Ġp ots", + "out u", + "Ġhair y", + "cast s", + "Rel oad", + "Ġre connect", + "ter a", + ".child Nodes", + "ĠR ack", + "Ġcurrent Index", + "Ġall en", + "Ġ çĶ¨æĪ·", + "ĠC ubs", + "[ X", + "_SE Q", + "_RE MOVE", + ".get Action", + "(/ ^", + "err ar", + "Ġ ether", + "cur ve", + "Ġsl ap", + "Ġu om", + "O thers", + "Ġen gr", + "Dis position", + "Ġst aged", + "E ye", + "ĠA ux", + "auth enticate", + "Ġ$ ?", + "ĠAndre as", + "Ġset w", + ".A rt", + "Ġforecast s", + "Ġa unt", + "-m iddle", + "Ġmis d", + "des k", + "Ġescort e", + "ĠCas a", + "rop ical", + "Ġexem ple", + "plan et", + "(U INT", + "Ġwh ip", + "ĠPC B", + "clide an", + "=\" \\", + "Ġox ide", + "Ġsucceed s", + "der ived", + "ĠEcon om", + "_co ordinates", + "ir as", + "D raft", + "Ġvisual ize", + "B rian", + "_ASS UME", + "ĠObject Id", + "Ġtrain ers", + "_FOR CE", + "Ġcon soles", + "- process", + "lic her", + "ĠSim mons", + "T aking", + "ĠCl aims", + "Ġdiffé rent", + "Activity Result", + "Ġsn s", + "éĢī æĭ", + "ĠCr us", + "Ġll am", + "r ab", + "ĠJo an", + "AA A", + "ĉf ilter", + "ish ops", + "get ting", + "à µ", + "Ġquant o", + "P ast", + "ov ich", + "Ġin justice", + "ĠF LOAT", + "Ġal right", + "\\ DB", + "( GameObject", + "u ish", + "(b ot", + "Ġgall ons", + "ĠR é", + "ĠS aid", + "ĠSTDMETHOD CALLTYPE", + "ais ing", + "_process or", + "ell idos", + "ter dam", + "ĠBe am", + "Text Area", + "Ġret orno", + ".M ake", + "Ġ$ (\"<", + "Ġlock down", + "Ġremed ies", + "Ġve el", + "x ee", + "do ctype", + "F il", + "ĠExp and", + "Ġemp loys", + "Ġsession Storage", + "Ph p", + "P ublish", + "Ġret al", + "f abs", + "ynam ics", + "Ġtoss ed", + "ĠnumberOfRows InSection", + "x path", + "\\ modules", + "Ġdis astr", + "ĠM ULT", + ".M esh", + "-st age", + "Ġs df", + "it ung", + "ug es", + "Ġ?> \">'", + "kin son", + "Ġк ол", + "ogn itive", + "_ li", + "Ġim minent", + "Ġaff inity", + ".sign al", + "Ġnot ch", + "ĠSteel ers", + "max length", + "K K", + "ĠEug ene", + "_P WM", + "ro i", + "Ġâ Ĺı", + "ĠH amburg", + ".M ust", + "Ġax e", + "en ef", + "Ġamb itions", + "ĠSpec ies", + "ĠSt ress", + "Ġa while", + "Ġб Ñĥд", + "Ġwith stand", + "ĠDec oder", + "_in ventory", + "Ġ{ ččĊ", + "Ġt gt", + "Ġrail road", + "W ASHINGTON", + "Ġnegot iated", + "N ST", + "- phone", + ", U", + "Ġexerc ising", + "á» ¥", + "_P IXEL", + "av ors", + "iter ated", + "Ġv ampire", + "ad al", + "In grese", + "Ġun g", + "ject ive", + ".c ells", + "Ġn ano", + "Ġmark down", + "_R ULE", + "(event s", + "Ġl uggage", + "MESS AGE", + "ig keit", + "$ count", + "Attribute Name", + "IG INAL", + "_E nt", + "ĠB F", + "ĠCOM MENT", + "_in i", + "ĠEurope ans", + "ĠB elle", + "åij ½", + ") ['", + "åº Ķ", + "ĠUse ful", + ".re ference", + "() \",", + "_ grade", + "ĠK aw", + "Ġsent encing", + "Ġsocial ism", + "mon ster", + "_L AYER", + "Ġdee pest", + "w k", + "ĠNo ise", + "### ĊĊ", + "Ġpr éc", + "ot le", + "ÑĤ е", + "a uf", + "ib al", + "Ġcon quer", + "> Email", + "Ġamb ulance", + "O AD", + "Ġ(\" %", + "ĠF I", + ".f ixture", + "Ġter se", + "ĠĠĠĠ ĉĉĉĉ", + "Ġsanct uary", + "ug i", + "ĠCom parator", + "Definition s", + "Ġast hma", + "Ġl act", + "Ġhard wood", + ".c lock", + "Ġattract ing", + "ĠM our", + "(d istance", + "ic its", + "Ġbon ne", + "ĠAC CESS", + ".Deserialize Object", + "ĠTyp ed", + "Ġje u", + "Ġapp Id", + "ĠCl ara", + "ĠH F", + "ĠRe ich", + "ipp les", + "//---------------------------------------------------------------- ----------------", + "_del ivery", + "erial ization", + "Ġplaint iffs", + "Sc ient", + "sh opping", + "ĠD ummy", + "ĠW ald", + "Group Name", + "Ġins cription", + "el og", + ":::: ::::", + "_ ld", + "Back Pressed", + ".R aw", + "ĠOn Trigger", + "Ġmuse ums", + "ĠBe en", + "ĠAdvent ures", + "Ġsl ate", + "Ġlet t", + "Ġsu nd", + "ĠG in", + "ĠMechan ical", + ".s hip", + "App Component", + "Ġdest ined", + "Ġdw elling", + "Prof iler", + "Pre pare", + "ze ich", + "Ġsil icon", + "(h as", + "Ġ# %", + "VID EO", + "Ġcollabor ate", + "L in", + "Ġsc opes", + "( className", + "(s d", + "and in", + ".h am", + "Service Impl", + "-des cribed", + "Ġiron y", + "st ial", + "ĠHu awei", + "(re po", + "Ġunexpected ly", + "ĠK ai", + ".inst all", + "\\x f", + "Ġexhib ited", + "_T CP", + "ĠO x", + "_CH O", + "Ġprostitu erte", + "Ġv ä", + "Ġsit o", + "Ġconstitu ents", + "ĠContin ued", + "ĠS AVE", + "r ss", + "/ message", + "ub es", + "Ġmisd emean", + "Ġtax ation", + "Ġstory line", + "h air", + "ĠFind s", + "S IG", + "ver ification", + "~ =", + ".h p", + "Iter able", + "Ñĭ е", + "ator i", + "Ġc tr", + "R x", + "_ );ĊĊ", + "d ag", + ".p in", + "Ġp seud", + "Ġinv o", + "ÑģÑĤ ÑĢ", + "_p ix", + "为 空", + "Ġsw orn", + "âĢĶ or", + "_reg istry", + "Ġdis asters", + "ĠRO I", + "ĠâĢ ķ", + "akt u", + "fore st", + "be iten", + "âĢĶ I", + "ue va", + "eg t", + "Ġsp ikes", + "URE S", + "ĠRecomm ended", + "Ġexplo ited", + "ĠFreder ick", + "_COMP LETE", + "ĠDr ugs", + "!!!! !!!!", + "ĠR iv", + "ST OP", + "RO OM", + "ĠP ASSWORD", + "C ookies", + ".E l", + "á» Ń", + "ĠB ert", + "Ġhash ed", + "ic ester", + "Ġdecor ator", + "Ġquery String", + ": ;Ċ", + "Ġ\" [\"", + "oto pe", + "-A meric", + "ĠMatthew s", + "UR AL", + "âĢľ ,", + "Sum mer", + "f os", + "_CONT AINER", + "_A CK", + "Ġfil tr", + "_dis p", + "_ Re", + "Ġfac ile", + "а ÑĪ", + "Ġìķ Ĭ", + "Ġe ben", + "Ġspr ink", + "ĠQ uint", + "> V", + "Ġhistor ians", + "our met", + "ĠMonitor ing", + "led ger", + "c ott", + "Ġw are", + "GG LE", + "c ars", + "ĠM EDIATEK", + "Ġvol upt", + "_ View", + "HE L", + "(c opy", + "(st ats", + "Ġchrom osome", + "ĠCurt is", + "- conf", + "( asset", + "Ġhv or", + "File System", + "< >();čĊ", + "oc oder", + "ĠC annon", + ") x", + "ĠSm ooth", + "ĠS AS", + "_ ce", + "ĉ prev", + "_m ovie", + "E c", + "_w all", + "< Button", + "ĠF AST", + "Ġon View", + "ul an", + "ĠS UPPORT", + "Ġgesch ichten", + "ĠS ons", + "Im m", + "$ IFn", + "Ġfair ness", + "Ġd pi", + "ats u", + "J osh", + "Equal ity", + "Ġ} ()Ċ", + "_ less", + "ĠR atio", + "ĠC ats", + "ĠS tern", + "Mon ster", + "Ġmer cury", + "ü hr", + "Ġplus ieurs", + ".des erialize", + "sc opy", + ".F alse", + ") animated", + "ĠExp erts", + "Ġ\"\") {Ċ", + ".W hen", + "see also", + ".un pack", + "LE M", + ".select All", + "Ġperception s", + "ud ing", + "ir ling", + "ĠPrint ing", + "gram s", + "ĠFile Stream", + "erv ille", + "il og", + "ic mp", + "_C ount", + "Ġlivest ock", + "- ca", + "doc uments", + "Ġpo les", + "ĉw ant", + "Ġflu ores", + "Ġstand point", + "ĠH uge", + "Ġradi ans", + "ĠUIB ar", + "EDI UM", + "ĠHistor ic", + "_h older", + "ĠMar ines", + "Ġt ä", + ".L ight", + "quir er", + "ason ry", + "div ider", + "ĠFl utter", + "_f b", + "restrict ed", + "ĠEvery body", + "N ão", + "Ġkn ot", + "ĠT witch", + "Ġhall way", + "(C ollider", + "Input Element", + "? )Ċ", + "/ off", + "/ )", + "play ed", + "[ OF", + "Ġbat ting", + "_d l", + "Ġcom edian", + "Ġé v", + "ĠD EM", + "ĠEd en", + ": white", + "' ',", + "Con struction", + "acer b", + "Ġtask ed", + ".man age", + "Rel ationship", + "Ġph on", + "n z", + "_B GR", + "Validate AntiForgeryToken", + "_ air", + "âĢľ When", + "Ġgl fw", + "ĠCon versation", + "_T OTAL", + ", Z", + "Ġg raz", + "Ġiter able", + "ĠP ASS", + "Ġadvert ise", + "Ġmö glich", + "/ train", + "ĠVolk swagen", + "Ġcreep y", + "Ġ\" )čĊ", + "QU ENCE", + "Ġalt ar", + "Ġed its", + "comp iled", + "aw ning", + "ĠD ungeon", + "Ġo sg", + "Navigation Bar", + "Ġtrend ing", + "ĠE co", + "ogg les", + "cd ot", + "| -", + "S ie", + "ec ret", + "ĠN egative", + "ĠL ing", + "ĠD IM", + "ĠC WE", + "ĠCar rier", + "Ġcar tridge", + "_us b", + "= os", + "ĠJack ie", + "Ġo tras", + "Ġcommod ities", + "ĠP resentation", + ")&& (", + "ĠMar tha", + "ĠCath olics", + "ĠM ond", + "об Ñĭ", + "_ absolute", + "Ġash amed", + "pons ors", + "t al", + "Ġsad ness", + "Ġpu ò", + "F ade", + "-pre view", + "ĠRequest s", + "ĠCal vin", + "h orn", + "Reuse Identifier", + "(pro vider", + "/app s", + "ime o", + "ĉ Class", + "S amsung", + "ĠW ORLD", + "Ġc innamon", + "dot env", + "ĠI User", + "ĠDE V", + "_C har", + ".ib atis", + "et i", + "/ me", + "s st", + ".s ym", + "ĠRug by", + "-m aster", + "aj ar", + "ĠY EAR", + "Ġo dp", + "ĠR oles", + "Ġbip artisan", + "ail le", + "Ġblock er", + "Ġgre ens", + ".SE CONDS", + "Ġbelie vers", + "ĠL ikes", + "F LOAT", + "Ġm ak", + "Ġg cc", + "âķIJ âķIJ", + "(\" ~/", + "SCRIPT OR", + "Ġton nes", + "ĠS ang", + "Ġtrans pose", + "enn ai", + "P red", + "Ġsoll te", + ".github usercontent", + "( print", + "ĠH ole", + "çľ ĭ", + "ad get", + "Ġprompt s", + "Ġgen etically", + "ĠH od", + "Ġvert ically", + "_control s", + "ÑģÑĤ ан", + "\") {čĊ", + "$ title", + "Ġ} ),ĊĊ", + "Ġstate wide", + "ĠCor respond", + "ĠAt tr", + "it ant", + "Element Type", + "Ġout ward", + "Ġfam ilia", + "( article", + "Ġbl at", + "Âł Ċ", + "Ġgl Get", + "ĠRe ceiver", + "Ġ% -", + "ad am", + "W inner", + "Ġtail or", + "_p wd", + "ert en", + "St an", + "ĉ all", + "al ive", + "strt otime", + "� s", + "s essions", + "$ conn", + "ass ist", + "Ġchat ting", + "ĠM ant", + "Ġ% @", + "Ġ\"\" );ĊĊ", + "Ġd gv", + "Ġíķ ¨", + ".re peat", + "_M essage", + "Ġadvis ers", + "/ path", + "Ġk es", + ") } .ĊĊ", + "ogen esis", + "ĠOPTION S", + "upt ools", + "Ġmilit ant", + "Ġex ited", + "ig ar", + "ĠCOM M", + "ĠDis posable", + "ay cast", + "Ġrow span", + "Ġsyn thes", + "Ġsond ern", + "ĠĊ", + "ĠJ acket", + "R ATION", + ".getSelected Item", + "- init", + "ĠReg isters", + "_se p", + "ĠTool kit", + ".d ict", + "Ġx label", + "\\ Table", + "t oc", + "_com bo", + "ĠComp act", + "Ġr ugged", + "à¥ĩ à¤", + "-man agement", + "')}} \">Ċ", + "ĠSt amp", + "ı l", + "ro x", + "Ġlandsc apes", + "_NOT E", + "mon ary", + "c ab", + "Ġmo et", + "x af", + "rc ode", + "- cli", + "_g ate", + "[ event", + "SP ORT", + "g ia", + "ĠS UPER", + "/ Login", + "_sh utdown", + "int errupt", + "Ġpret ending", + "Ġfr inge", + "ĠRed s", + "ĠC UDA", + "ĠUN IX", + "v it", + "Ġbr ig", + "dr v", + "ĠConn ector", + "There fore", + "Ġl ia", + "D etection", + "_ actor", + "Ġtemp file", + "Ġecc entric", + "- role", + "Ġpad x", + "d ent", + "West ern", + "Ġê ·¸", + "ĠApplication Record", + "Ġcampaign ing", + "_run ner", + "ĠC ivic", + "ale igh", + "Ġdire kt", + ".s ul", + "ĠĠ ĉĉĉ", + "ant en", + "Ġiss uer", + "Ġassert ions", + "( orig", + "AT IO", + "Ġlean ed", + "ä s", + ".D TO", + "expl ode", + ".O bservable", + "Ġstagger ing", + "Ġkidn apped", + "Ġprogram mers", + "ĠInn ov", + ".param eter", + "Ġdom ination", + "Ġske ptic", + "Ġæĺ ¯", + "Ġavoid s", + ".Ver ify", + "ub by", + "ĠAS N", + "Ġformat o", + "ĠBeat les", + "_b rand", + "Ġin set", + "y outu", + "Ġto c", + "-f inal", + "Show ing", + "ĠD oub", + "ĠM esa", + "Ad j", + "_m edium", + "Cre ates", + "(end point", + "ĉ UP", + "bb ie", + "Ġst alk", + ".datab ind", + ".S can", + "ag ents", + "$ ,", + "ind ividual", + "+ )/", + "ĉv m", + "(not ification", + "Ġin ex", + "ĠClass ification", + "ren o", + "Ġo lig", + "-r ated", + "Ġform ulation", + "', {", + "Ġa cept", + "_un pack", + "_C A", + ".P ow", + "ĉ im", + "Ġal uminium", + "AN O", + "Ġx n", + "Ġcó mo", + "ĠIng redient", + "Ġseiz ures", + "åħ ±", + "ific ador", + "Ġsigu iente", + "ĠIn fragistics", + "Ġduplic ated", + "ĠDe e", + "Ġn ø", + "ĠAC CEPT", + "(c rate", + "иÑĤ елÑĮ", + "- less", + "Ġinf inity", + "An alyzer", + "-D ay", + "rit t", + "(c in", + "ĠG y", + "Ġmulti plied", + "uch i", + "ĠBald win", + "/ ip", + "Ġshort cuts", + ".A DD", + "Ġvig or", + "_in struction", + "( ;", + "_ eta", + "è¿ ŀ", + "utor ials", + "Ġboost ing", + "b v", + "Ġacknowled ges", + "List ening", + "FA Q", + "; b", + "(( -", + "Ġarchitect s", + "Ġz we", + "Ġpul s", + "Ġget Count", + "ver bs", + "ãĢ ľ", + "(C ollection", + "k re", + "Ġjuris dictions", + "_b ridge", + "ĠCr ack", + "ĠDiff iculty", + "K O", + "Res ervation", + "_re quires", + "T our", + "ãģĹãģ Ł", + ".set Current", + "Ġk y", + "ĠAlb any", + "Ġè §", + "ll er", + "agn a", + "work ers", + ".bl ank", + "ĠPr ayer", + "M IC", + "Ġresil ience", + "Te X", + "ĠL anguages", + "st udy", + "ĉc urr", + "Ġenzym es", + "Sl ug", + "ĠíĮ Į", + "str al", + "Ġtum ors", + "Ġseg unda", + "=' {", + "in struction", + "ĠL isp", + "/ info", + "Ġ\" {$", + ",: ),", + "Ġg v", + "( ErrorMessage", + "Ġ' =", + "}- ${", + ".Doc uments", + "\" Well", + "Ġreminis cent", + "Ġg az", + "iro pr", + "eh r", + "Ġsup pressed", + "ers h", + ".scroll To", + "Ġcad ena", + "Ġgame State", + "ÃŃ m", + "( conv", + "ĠTom orrow", + "ĠC CT", + "M ongo", + "ul g", + ".C amera", + ".hand lers", + "m ph", + "Ġst k", + "Ġgen etics", + "AC ING", + "Tr ivia", + "ĠB am", + "(m arker", + ".St retch", + "ĠSun ni", + "ĠBet ty", + ".t olist", + "un likely", + ".Rect angle", + "ob solete", + "IL ON", + "inner Text", + "emb ourg", + "a N", + "ĠV ehicles", + "un lock", + ": utf", + "n ob", + "ĠSee ing", + "ĠNE VER", + "Ġt ls", + "Ġfil les", + "Ġbenef ited", + "ĠCl int", + "*/ ),", + ".f old", + "Ġpos ible", + "A DED", + "th ouse", + ".D AL", + "ĠO dd", + "ro kes", + "ĠSun ny", + "ĠPartial Eq", + "_B uffer", + "ĠLe vi", + "long rightarrow", + "eld on", + "g ages", + "_w arn", + ".Create Table", + "ĠD ip", + "_ questions", + ".log ic", + "Ġ# \"", + "={() =>", + "Ġt ep", + "Ġju icy", + "ì Ĥ¬", + "en ko", + "ia lect", + "Ù ī", + "Ġon board", + "Ġæ ı", + "ĉ rt", + "_ UTF", + "ĠQ Action", + "âĢ ŀ", + "( Component", + "(a udio", + ".h it", + "g te", + "Ġprogram med", + "state Params", + "Ġpoly ester", + "f ires", + "by ss", + "] =(", + "_ quality", + "Of Day", + "ĠFair y", + "Ġy elled", + "op l", + "(user Name", + "ĠD ifference", + "Ġevalu ations", + "iff any", + "Ġcycl ists", + "Ġc idade", + "Ġtext book", + "Ġprof iling", + "__ ),", + "de a", + ". activate", + "Ġindic ations", + "Ð ķ", + "Touch UpInside", + "Ġinval uable", + "ĠM ASK", + "Ġcont end", + "F req", + "Ġrecru its", + "(int erval", + "ĠUser Profile", + "Ġ'./ ../", + "ed u", + "_C allback", + "Ġanal ogy", + "ĠTro phy", + "app hire", + "V ideos", + "ĠCh er", + "ĠH av", + "âĢ¦ \"", + ". validator", + "g fx", + "ĠU Object", + "class names", + "tri angle", + "ĠEnc oder", + ".s py", + "Ġpred ators", + "= status", + "-s afe", + ": \",Ċ", + "ĠIn cluding", + "Ġ{} ;čĊ", + "* cos", + "Ġend ured", + ".sul ake", + "Ġnurs ery", + "Ġfrag rance", + "Ġre building", + "Ġn th", + "ĠFr aser", + ".set Date", + "ĠV ince", + "_RE ST", + "Ġvent ilation", + "æµ ·", + "cri bes", + ".as m", + "lp Vtbl", + "ĠA be", + "uis ine", + ", array", + "ĉ className", + "err als", + "Ġ' ĊĊ", + "Check out", + "Ġsol icit", + "A ux", + "_c apture", + "Ġrib s", + "rag on", + "vi ol", + "top ics", + "Function Flags", + "ĠM arty", + "b ike", + "ĠT ucker", + "(k ernel", + "ĠO ps", + "Close Operation", + "/d emo", + "ild a", + "ĠlÃŃ nea", + "APP ING", + "Ġsu ites", + ".visit VarInsn", + "ur us", + "ĠMin ute", + "(m anager", + "Ġbutter fly", + "Ġap are", + "Ġw olves", + "J WT", + "ĠSal on", + "ĉd elay", + "-es lint", + "is ations", + ".r pc", + ")| (", + "ĠSnap chat", + "/m m", + "M N", + "cer ies", + ".text Alignment", + "ĠFrank furt", + "Ġad o", + "(new Value", + "( access", + "( Expression", + "ĠSign In", + "ĠHait i", + "_t p", + ".set Parameter", + "Min ute", + "Ġmanual s", + "ric anes", + "ĠP TR", + "ĠOut er", + "Ġget line", + "oc ations", + "_C D", + "ĠLy on", + "/g ui", + "_l ive", + "id an", + ".ge om", + "Ġborder Bottom", + "im uth", + "_check point", + "Ġme u", + "ĠIr ving", + "Ġpeu vent", + "(M AX", + "ĠAR CH", + "Ġp ov", + ".source forge", + "Ġjam ais", + "Ġar k", + "ĠBaghd ad", + "ĠC LEAR", + "Menu Bar", + "Ġtro is", + "CHED ULE", + "Ġ# čĊ", + "(C all", + "$ order", + "(M aterial", + "Ġencontr ado", + "$ list", + "ĠMETHOD S", + ".begin Transaction", + "_M AG", + "Style Sheet", + "Ġmaj ors", + "Ġindef initely", + "clean up", + "Ġhom eland", + "(d to", + "D ates", + "P resentation", + "ĠD K", + "={` /", + "ĉ Key", + "( Block", + "_check box", + "ne eds", + "Ġon Complete", + "ric o", + "Ġgle ich", + "Ġx m", + "O OD", + "B etter", + "ĠSQL ITE", + ". Book", + "x ad", + "ĠG one", + "ĉd p", + "Ġdev otion", + "Ġst m", + "Ġobs ess", + "ĠBack end", + "Qu eries", + "I k", + "// ****************************************************************", + "Ġdivid ends", + ".parent Element", + "} \")ĊĊ", + "ĠMaterial PageRoute", + ": num", + "Ġexp lic", + "ĠO L", + "le ast", + "O ops", + "iment os", + "Ġins urers", + "Ġhero ic", + "ĉf ields", + ".img ur", + ".btn Cancel", + "ĠDetect ive", + "(s m", + "ĠMutable LiveData", + ".l ab", + "(( [", + "Ġha irst", + "ĠTrans actions", + "å¼Ģ å§ĭ", + "Ġstd Class", + "uent o", + "G IS", + "_c od", + "Instruction s", + "C alls", + "Pointer Type", + "ĠR w", + "Ġassort ment", + "ĠD IG", + "+ r", + "_C ERT", + "Ġinst ability", + "Ġv ib", + "on as", + "Ġro ku", + "ap ellido", + "Ġan gl", + "prene ur", + "Ġfluid s", + "ise ase", + "Ġde ed", + "qu ist", + "_CONST ANT", + "Ġequ ilibrium", + "_de legate", + "ĠQuant um", + "re i", + "Cap abilities", + "rect angle", + "? ><", + "al ien", + "ĠJ ug", + "D NA", + "T ickets", + "Occ urs", + "ĠHaw k", + ".setHorizontal Group", + "\\ Collection", + "ff iti", + "Ġre arr", + ".setVertical Group", + "Ġc avity", + "Ġadult e", + "Fac ade", + "- wh", + "ĠL OL", + "Ø °", + "Ġgrand parents", + "Sw ift", + "ĉw x", + "æīĢ æľī", + "if en", + "ff set", + "B eyond", + "// }ĊĊ", + "Ġw ager", + "Ġb ury", + "Ġcomm ence", + "reg istro", + "sc ient", + "ĠPer cent", + "Ġд олж", + "( identifier", + ".set Model", + "Ġs eldom", + "nt on", + "Ġappl iance", + "am us", + "rys ler", + "Ġpant ies", + "engu ins", + "Ġmim ic", + "Ġon Changed", + "Ġal coholic", + ".reload Data", + "Ch arge", + "ĠF ax", + "Ġj ScrollPane", + "Emp resa", + "Ġsh attered", + "x ba", + "Font s", + "? s", + "Ġpost season", + "ret ain", + "_r ates", + "Ġrequest Code", + ".t odo", + "´ s", + "CH K", + "ĠKeep ing", + "enge ance", + "Ġvs code", + "IPP ING", + "Default CloseOperation", + "_ raise", + "ĠO culus", + "ogram s", + "ra j", + "pc i", + "Ġcorros ion", + ".handle Submit", + "Access ible", + "ĠP iano", + "l ittle", + "AC L", + "Äĩ e", + ".un wrap", + "ĠCon vers", + "ĠLe ben", + "ione er", + "ĠMer chant", + "ĠJ orge", + "Ġembr acing", + "Ġvent a", + "á st", + "Ġvi ene", + "< QString", + "Ġexplos ions", + "Ġdistur bed", + ".\" <", + "m emo", + "ĠAb original", + "Ġcomple to", + "Tex Parameter", + "Ġuom ini", + "( agent", + "Ñĥ ÑĢ", + "ĠWh olesale", + "/ am", + "ĠBook mark", + "dr agon", + "Ġglo ve", + "Ġ\" \"));Ċ", + "iv ariate", + "now rap", + "In Children", + ".B r", + "Ġcon exion", + "Ġback bone", + "Ġe clipse", + "Ġpersec ution", + "': ĊĊ", + "/ link", + "ĠP ero", + "and as", + "ĠT ek", + ". \");", + "-an alysis", + "Ġer ad", + "Mar shal", + "Ġanch ors", + "og er", + "Ġconver gence", + "st icky", + "Ġnave g", + "int ern", + "_DE SCRIPTOR", + "ĠConsult ant", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ", + "ĠA uch", + "Ġer re", + "ÅĽ li", + "ĠHor izon", + "col a", + "Install ation", + "hot mail", + "C NN", + ".C ollectors", + "ch s", + "(tr ace", + "ĠEnc rypt", + "Ġ---- --", + "ĠBase Controller", + "Ġag ua", + "Ġre active", + "id l", + "Ġclass Names", + "ĉ Session", + "ĠDod gers", + "H ad", + "_l v", + "Is Valid", + "ĠHEL P", + "ut to", + "ĠVer ification", + "Ġget env", + "_p a", + ".b mp", + ": f", + "ĠLou ise", + "(' ;", + "/ socket", + "Gr anted", + ".c alendar", + "( IP", + "ĠP X", + ".R oom", + "Ġprogram m", + "ens i", + "Ġtablesp oons", + "Ġle ve", + "Ġmo str", + ".t ipo", + "/ an", + "(d i", + "Ġb iod", + "Ġdb Context", + "ĠJS X", + "ĉ results", + ". END", + "ht e", + "l ify", + "P recision", + "èĬ Ĥ", + "ARS ER", + ")did ReceiveMemoryWarning", + "at tempt", + "IS P", + "& a", + "_P OP", + "ĠT ac", + "Ġprepared Statement", + "Ġзап иÑģ", + "Ġow ing", + ", start", + "Ġreview er", + "Ġr st", + "Ġprop Types", + "Ġrock y", + "_lo cale", + "ĠStrateg ies", + "ĠWe ber", + ".C ascade", + "_equal To", + "Ġcos as", + "ĠDe letes", + "ĠMax im", + "Ġsh rimp", + "re trieve", + ".In clude", + "IG IN", + "ĠO E", + "] );čĊčĊ", + ".en umer", + "Ġco ef", + "_N ull", + "R a", + "ty ard", + "ĠSh awn", + "keep ers", + "Ġq q", + "_s b", + "om ens", + "ĠExec utes", + "# \"", + "TT Y", + "ĠValue Type", + "); */Ċ", + "ĠAbs olutely", + "ĠT ottenham", + "/ art", + "Ġbless ings", + "Ġswift ly", + "b uster", + "Ġa vid", + "COM M", + ", temp", + "Ġ} ?>Ċ", + "-g rowing", + "Ġdeep copy", + "A ck", + "egg ies", + "Ġ__ (\"", + "Ġno ir", + "terror ism", + "Ġanth em", + "ag ency", + "_PACK AGE", + "ĠC losure", + ".reg istry", + "Ġmamm als", + "< L", + "U ICollectionView", + "ĠLED s", + "Ġvol ley", + "( Buffer", + "_N ATIVE", + "lib c", + "impl ode", + "Scroll Bar", + "ĠMar ion", + ".Con tracts", + "_A t", + "ĠWe instein", + "compare To", + "ĠH ose", + "en ity", + ".create Query", + "_r outer", + "Ġstim uli", + "Ġ++ )", + "ĠCh amp", + "ĠBay ern", + "ass a", + ".v a", + "Ġdistrib utors", + "Ġfile private", + "Ġdepart ed", + "cc cc", + "@ click", + "ĠL unch", + "> L", + "Ġbl uetooth", + ".De ep", + "- standing", + "ác il", + "Ġro oft", + "ĠPath s", + "_iter ations", + "Invalid ArgumentException", + ".s pi", + "ĠUIAlert Action", + "uy e", + "sign in", + ".p riority", + "ĠEss ays", + "=' {$", + "Ġè¿ ĶåĽŀ", + "_s igned", + ".p ersist", + "Ġred esign", + "To Lower", + "ĠNew man", + "= start", + "ĠIsrael is", + "asis wa", + "Spe ech", + "Ġnum eros", + "hand lers", + "ĠW ong", + "Ġм еÑĤод", + "We ights", + "ĠGu jar", + "te il", + "ĠNon etheless", + "_E FFECT", + "Ġv ect", + "ĠO sc", + "Ġco ats", + "ĠW heat", + "Ġge ek", + "ĠPRO PERTY", + "w orm", + "_const ants", + "ĠB oulder", + "ĠP arm", + "co le", + "Ġdefault Center", + "ĠRou ge", + ": A", + "xc f", + "ĠVen ice", + "med ian", + "Ġred emption", + "F resh", + "Ġcos m", + "Ġfig ur", + "Ġref urb", + "CO PE", + ".c d", + "Ġch ords", + "ĠS gt", + "Å į", + "VP N", + "ĠS END", + "ain en", + "_account s", + "Ġtent h", + "Ġdiss olved", + "< App", + "ĠCover age", + "use State", + "é ro", + ".. <", + "Ġì £¼", + "Ġdream ing", + "ĠFore cast", + ".C ursors", + "Ġvis as", + "/ script", + "_start ed", + "Ġga str", + "(P RO", + "]; //", + ".T ile", + "* sin", + "( Adapter", + "ĠSand ra", + "_S IG", + "ard ash", + "ĠO val", + "Ġdescri pcion", + "(s l", + "ĠDes criptor", + "Ġ` $", + "/f ree", + "ĠKey words", + "Ġt udo", + "ion ale", + "(f ound", + ".x yz", + "ĠGeneration Type", + "_DISABLE D", + "( area", + "Ġel ites", + "Ġh ombre", + "(m essages", + "ĠR ac", + "Ġext ingu", + "ĠEst a", + "op o", + ". vel", + "mouse out", + "Ġconv olution", + "ĠHand ling", + "Ġceil ings", + "T ek", + "ĠAre as", + ".writer ow", + "< View", + "ĠCorn ell", + "_B IN", + ".in valid", + "'' 'čĊ", + "ie ż", + "_P osition", + "Ġk idding", + "PC ODE", + "Ġwatch er", + "lo x", + "Ġâ Ĺ", + "D ave", + "_all ow", + "Ġbis exual", + "Ġun ordered", + "ĠSch we", + "_se gments", + "Ġt earing", + "IN LINE", + "Ġund es", + ".g oods", + ".c am", + "ĠL W", + "ĉ where", + "Cal culator", + "-th reat", + "- alert", + "ĠSuz uki", + "ĠIP A", + "ĠAtt achment", + "AC CESS", + "(d type", + "O pp", + "_s ymbols", + "Ġdans ke", + "l age", + "or get", + "res olution", + "е Ñĩ", + "ĠQ Color", + "ĠBar rett", + "аÑĨи Ñı", + "= \\'", + "ĠNav Controller", + "/ ref", + "(c ountry", + "_H DR", + "Ġterse but", + "pet ition", + "Ġsu f", + "cred its", + "๠Į", + "x m", + "ĠDav ies", + ".re ddit", + "Ġw oven", + "ĠO bl", + "ĠK M", + "ĠConsider ing", + "ens ored", + ".per iod", + "Ġd dl", + "$ wp", + "Ġextrem ist", + "; \\Ċ", + "Ġk im", + "al ers", + "Ġspan ning", + "Ġco herent", + "Ġconse gu", + ".text Label", + ".g eneral", + "_d ashboard", + "л ение", + "k ick", + "_P ID", + "ĠExt ensions", + "reg exp", + "ĠCl ause", + "_m ov", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠ", + "ĠR eward", + "ĠLEG O", + "A k", + "=-=- =-=-", + "ĉ parser", + "Ġon ze", + "éĢ Ģ", + "âĢĿ ãĢĤ", + "_b all", + "(r hs", + "Ġch orus", + "< count", + "as urable", + "Ġwirk lich", + "ĠEr in", + "ĠMS NBC", + "Ġet ter", + "ĠC ron", + "_F LOW", + "Ġ, čĊ", + "Ġcal idad", + "ĠFile Writer", + "ĉ stmt", + "( Byte", + "_p at", + "Ġte lescope", + "Ġgre ed", + "ĠT ort", + "(w rite", + "\\ application", + "ĉRT LR", + "ĠConfiguration Manager", + "Un ix", + "End Time", + "In cludes", + "ĠHar vest", + "en berg", + "ĠAustral ians", + "Ġë ĵ", + "Ġr n", + "Ġreput able", + "Ġbl ending", + "UL ATION", + "ĠBrend an", + "d ad", + "Ġm ø", + "ĠW oo", + "_d c", + "U ne", + "Ġr ue", + "with in", + "ang ep", + "Ġp ouch", + "\\\" \",", + "ĠS ic", + "âĢĿ ),", + "aly ze", + "ĠG ef", + "c overs", + "Ġd bo", + "replace All", + "ĉ Logger", + "Try ing", + "[ state", + "-p iece", + "éĸ ĵ", + "beh avior", + "all ows", + "l rt", + "_p ython", + "ert ura", + "-c ountry", + "ĠT G", + ".UI Manager", + "b ens", + "ale x", + "ĠBre itbart", + "b ac", + "Ġpredict s", + "Ġg ab", + "Ġcard inal", + ".Time Unit", + "ĠVis itor", + "ĠM ing", + "Ġliv re", + "Ġparent Id", + "port un", + "Ġdimension al", + "ĠV est", + "en ic", + "à ³", + "Ġ Ùĩ", + "ĠBL UE", + "Ġitem Count", + "Ġfe athers", + "ĉp stmt", + "ĠPol ar", + "{ //", + "und i", + "Ñĥ ж", + "z ar", + "Error Response", + "ì ĥģ", + "Rep resentation", + "* _", + "+ ]", + "pre pend", + "Ġ' >", + "Ġlegitim acy", + "Ġo o", + "S linky", + "Ġnation als", + ". words", + "; p", + "tr ap", + "oman ip", + "Ġc ues", + "Ġgradu ating", + "Ġsem aphore", + "\"] );ĊĊ", + "ace y", + "RE ET", + "Gr ab", + "ĠFel ix", + "( Id", + "_ne ighbors", + "Ġmeaning less", + "(d el", + "Ġj eder", + "ĠContent Values", + ".abs olute", + "/ cl", + "Ġx b", + "dat um", + "Ġtort ured", + "Ġrub bing", + "S cores", + "ĠðŁĺ ī", + "Ġav ons", + "Ġam sterdam", + "E OS", + "H al", + "Ġtrust worthy", + "# =", + ".EX TRA", + "Ġman o", + "is icing", + "-s upport", + "ĉc ursor", + "ĠSp o", + "aim assage", + "M ission", + "[] {\"", + "Ġprint ers", + "G REEN", + "Ġt eg", + "Ġabdom inal", + "! ĊĊĊĊĊĊ", + ".Sh ort", + "аз в", + "ĠGift s", + "} \")", + "(b inding", + "x ce", + "âĢ ij", + "inf os", + "Form Data", + "Ġd art", + "Ġele ms", + "(in v", + "Y L", + "t in", + "GEN ER", + "á» ¯", + "ĠT aken", + "uck le", + ": e", + "Ġspect ral", + ".b aidu", + "/ ');Ċ", + "Ġgre edy", + "es ion", + ",,,, ,,,,", + "Ġ/> ,Ċ", + "Internal ServerError", + "NSNotification Center", + "ĠA i", + "Ġsp it", + "Ġaug mented", + "Ġstandard UserDefaults", + "FIN ITY", + "R ace", + ": C", + "ĠRE CORD", + "ĠHigh light", + "Ġ' `", + "Ġdef icits", + "Ġne i", + "Ġresearch ed", + "T a", + "Ġc opp", + ".Get HashCode", + "): čĊčĊ", + "On Click", + "ĠWell ington", + "Ġrev ival", + "æ¯ Ķ", + "éĹ ®", + "ĠN SS", + "Ġfor n", + "Ġint é", + "ĠKu wait", + "_fl ip", + "_ bo", + "_ \\", + "Ġocc urrences", + "ĠScient ists", + "S RC", + "og ens", + "igr ant", + "RE MOTE", + "ĠS ID", + ". opts", + "u ve", + "() ])Ċ", + "Ġlibert arian", + "ĠGl ide", + "les en", + "Ġform e", + "ow ania", + "Ġannoy ed", + "Def s", + "ĠExec utor", + "Ġcast s", + ".set Checked", + "ĠSh aring", + ".Serialize Object", + "Ġselect ors", + "_ OTHER", + "ë¯ ¸", + "(s uper", + "( OS", + "_VER IFY", + "id unt", + "< header", + "Ġ/> ';Ċ", + "Ġvidé o", + "ĠNeg ro", + "ĠL ords", + "ĠT ours", + "Ġsoft ly", + ".re ceive", + "ĠE RC", + "Ġdata Set", + "Bad ge", + "ĉ Event", + "Ġper l", + "Ġ{} \\", + "(s entence", + "Or Update", + "Ġdim inish", + "P IN", + "(d raw", + ".To DateTime", + ".Equal To", + "(p in", + "-p encil", + "lu ent", + "ĠCall er", + "Ġplay ful", + "- '+", + "x ca", + "sw ick", + "){ }Ċ", + "}: ${", + "ĠM eth", + ".get Cell", + ".b reak", + "Ġy max", + "=' Ċ", + "ĠH iro", + "( TRUE", + "as urer", + "Ġcu er", + "U ber", + ". Operation", + "Ġol an", + "Ġthr illing", + "< Response", + "ĠF emin", + "Ġtravers al", + "Ġp oc", + "Ġset Status", + "decl ar", + "std afx", + "Ġaddict ive", + "ĠB tn", + "Ġexplos ives", + "ĠCook ing", + "ĠPl aint", + "Ġaccum ulator", + "ĠApp ointment", + ", password", + "ĠF AR", + "lu et", + "Further more", + "decl spec", + "_Static s", + ".D ictionary", + "\"> '.", + "ĉ valid", + "\" \",", + "In strument", + "> J", + "Ġno str", + "ĠR ift", + "_P ort", + "Ġvec es", + "[ ['", + "Ġrall ies", + "- series", + "Ġv v", + ". uc", + "Ġr tn", + "State Changed", + "( ins", + "ĠCl a", + "------------ Ċ", + "c us", + "ĠRel oad", + "//---------------------------------------------------------------- --------------------------------", + ".se conds", + "_dest ination", + "Ġscrew ed", + "> c", + "Th ickness", + "Design er", + "Ġgr ids", + "n Äħ", + "( cookie", + "T rip", + "-M obile", + "Ġv oll", + "Ġgen ital", + "Ġconf isc", + "ĠConfeder ate", + "Ġweb View", + "Ġm ise", + "Ġcl er", + "(se lection", + "$ date", + "Ġshar pen", + "rag en", + "And Update", + "Ġrem ix", + "Ġh tons", + "R W", + "M PI", + "Ġretrie val", + "Ġric hest", + ".Dec ode", + ":init Components", + "ĠT Value", + "S aint", + "@ include", + "ĠPER SON", + ".se p", + "ĠLD AP", + "g ba", + "Ġgro ÃŁe", + "Ġreli ably", + "ĠD FS", + ".getItem Id", + "Ġprés ent", + ".get Token", + "Ġch inese", + "ĠMe al", + "Y OU", + "\"> >ĊĊ", + "b ower", + "Ġsw apped", + "/ install", + "Ġs inks", + "etr ize", + "Ġdecl ines", + "ĉm ysql", + "ĠC String", + "ĠMotion Event", + ".L anguage", + "R oad", + "ÑĤ еÑĢ", + "asc imento", + "')) ->", + ". about", + "( editor", + "ĠR atings", + "in come", + "Å¡ e", + ".de queueReusableCell", + "ĠAust rian", + "Ġs ulla", + "ĠTrib unal", + "ĠDid n", + "ов аÑĢ", + "Ġins pections", + "B oss", + "Ġcock tails", + "Ġapolog ized", + "_sub plot", + "op al", + "+ =(", + "Ġreson ance", + "ib u", + "Ġë ¦¬", + "rom a", + "res erve", + "pl s", + "ĠT ah", + "ax ies", + "OP LE", + "ĠDar ren", + "ĠZ ombie", + "_M ap", + "Ġ] )ĊĊ", + "ĠQ i", + "ĠS ail", + "Ġrestrict ive", + "Ġeros ion", + "- par", + "WH ITE", + "Ġold u", + "Ġap erture", + "Ġbit coins", + "text o", + "ĠCom cast", + "Ġtime less", + "en kins", + "Ġfeed er", + "/ tmp", + "res den", + "+' _", + ".D estroy", + "Ġç ok", + "ĠD OCUMENT", + ".l ng", + ".tag Name", + "Ġk ullan", + "eg rate", + "Ġ(* .", + "ç¼ĸ è¾ij", + "Ġhand shake", + "s oc", + "_ geometry", + "ĠDam ascus", + "Min or", + "ĠK afka", + "ìĹ ¬", + "Fl orida", + "_com pute", + ".ex pr", + "Ġpar alle", + "ĠD iaz", + "c ir", + "[ target", + "Ġj oking", + "Ġgl or", + "(set q", + "_hand lers", + "H ang", + "Ġf err", + "rim inal", + "ĉĠĠĠĠ ĉĉ", + "ent ies", + "def ines", + "-t ax", + "json p", + "ĠU PS", + "met ro", + "__ ;Ċ", + "ĠUg anda", + "])) :Ċ", + "_t d", + "x ae", + "l w", + ". OS", + "ĠLog ged", + "ac id", + "ĠMay o", + "as pect", + "Ġvag inal", + "Ġinitial izing", + "Ġster oids", + "f iction", + "G RE", + "g end", + "Ġli abilities", + "ĠL ets", + "M ech", + "( nc", + "( change", + "Ġconnect ors", + ": k", + "Ġt ast", + "! \");ĊĊ", + "th ings", + "ro phy", + "luet ooth", + "ĠSign Up", + ". ctrl", + "Ġthere in", + "ord a", + ". escape", + "ig ator", + "Ġpet rol", + "Ġspec imen", + "Ġdeb uted", + "- Pro", + "Ġcr ises", + ".add View", + "ëı Ļ", + "-d oor", + "Ġmon et", + "Ġmill is", + "Ġv ier", + "Internal Enumerator", + "Ġadmin s", + "ĠL air", + "z in", + "get Query", + "umb les", + "L IMIT", + "ĠV ig", + "_s ong", + "< Character", + ":: .", + "_h om", + "_b p", + "ĠSup ervisor", + "sub mission", + "ab ile", + "Ġno i", + "Or Create", + "Ġpe el", + "Ġon Start", + "Ġsent iments", + "veh icles", + "Ġclass rooms", + "Ġs zer", + "Ġb ending", + "Ġlong evity", + "Ġa cl", + "ĠAle ppo", + "ĠU M", + "ĠR icht", + "Ġmultip rocessing", + "DOM AIN", + "\",\" +", + "_Y EAR", + "Ġsc rape", + "Ġsol itary", + "Ġ\"] \";Ċ", + "/ errors", + "ìŀ ¬", + "ľ ëł¥", + "b etter", + "ĉ number", + "ĠL F", + "ĠAc ross", + "Pub Med", + "\\\" \"", + "ĠExcell ence", + "Ġus ando", + "ĠU IP", + "Activity Indicator", + "_V OID", + "Ġbre eds", + "ï½ ¥", + "uest as", + "ĠTre asure", + "ustral ian", + "(f ace", + "ĠT ennis", + "ĉ Int", + "ĠHans en", + "ç µ", + ": I", + "Ġâľ Ķ", + "GR AY", + "O USE", + "Ġhe pat", + "ł í", + "A IR", + "ó ż", + "Ġque ued", + "vinc ia", + "ĠChrom ium", + "Ġcompet ence", + "ung al", + "ill i", + "Ġget By", + "ĠF inder", + "Ġincap able", + "Ġs add", + "Ġc ites", + "ĠChurch ill", + "S dk", + "More over", + "As pNet", + "( Float", + "$ password", + "ĠConn or", + "-s ession", + "_d m", + "* ))", + "Ġde utsch", + "ĠN X", + "Ġper ks", + "_S ORT", + "_TO OL", + "_V ISIBLE", + ".as p", + "æĪ ĸ", + "ĠBre ath", + "D etect", + "ĠD uel", + ".c mb", + "[ it", + ".Set Bool", + "Ġnarc iss", + "Ġab ide", + "Ġej emplo", + "ĠâĦ ķ", + "Ġm ornings", + "Ġcomput es", + ".s sl", + "j t", + "Ġmuch os", + "_S S", + "[ end", + "Ġbas in", + "Ġalgun os", + "ĠCroat ia", + "lin ewidth", + "(t ags", + "(h idden", + "ÃŃc io", + "Ġap ar", + "ĠÐ ¶", + "ä¸ İ", + ". food", + "ĠR ural", + "Ġbread th", + "å½ ±", + "(s ess", + "+ \")", + "ĠP aste", + "Ġserv idor", + "ĠBit Set", + "ĠTr an", + "la us", + "v ette", + "ey es", + "ĠCL ICK", + "ĠV III", + "ĠTurn s", + "ĠLe Bron", + "ĠM uj", + "ĠD eg", + "ĠAdult s", + "_s uite", + "process able", + "ĠPH Y", + "g hest", + ".F ail", + "ĠSl ack", + "ce j", + "\\ Carbon", + "Ġsuper star", + "Ġhold ings", + "( forms", + "Ġ'# '", + "M ultip", + "(\"[ %", + "-s olid", + "/ url", + "-t ier", + "[ length", + "ĠStream Writer", + "ĠMarket place", + "get text", + "_T ICK", + "ĠFor ge", + "Ġblack jack", + "ĠDO ES", + "ĠM atters", + "w aves", + "Ġwhisper ed", + "Ġl ush", + "ìĺ ¤", + "d igital", + "Ġwr ink", + "ĠH ogan", + "Ġrust ic", + ".Apply Resources", + "ĠHard y", + "os omes", + "A UT", + ".ST ATE", + "Ġnarr atives", + "ĉ store", + "b ib", + "ĉ Scanner", + "ĠC ody", + "\\ Repositories", + "Ġre union", + "and um", + "âĢĻ h", + "Ġsn iff", + "NS Bundle", + "Ġcompreh end", + "_US AGE", + "_ occ", + "URRE NCY", + "J NI", + "Ġspecial izing", + "Ġvis ions", + "Ġdol ore", + "Ġv á", + "ĠChe vy", + "ĠSt yled", + "imp act", + "all en", + "Ġk art", + "ĠTable t", + "st uff", + "re esome", + "аÑĤ оÑĢ", + "//---------------------------------------------------------------- -----------Ċ", + "_Ad min", + "Ġcell phone", + "Ġaut oplay", + "Ġcamb io", + "Ġmar itime", + "_BO OT", + "- quarter", + "Ġlat ina", + "ĠAJ AX", + "e quiv", + "ĠFront ier", + "ĠX Y", + "} ]Ċ", + "ĠR ough", + ".pro to", + "Ġcorrect ness", + "Ġfac il", + "ĠRe ached", + "ãģĿ ãģ®", + "V IS", + ".p s", + "Ġstr ncpy", + "Ġdiff usion", + ".start Activity", + "�� �", + "Ġaccom p", + "AMES PACE", + "imon ials", + "ĠBl ast", + "aby rin", + "Ġd ome", + "Ġextr av", + "Ġy en", + "Ġcul inary", + "P RI", + "ĠComm unities", + "n id", + "_oper ations", + ".h s", + "ĠMil ton", + "Ġno ises", + "Autoresizing Mask", + "(c id", + "}ĊĊ ĊĊĊĊ", + "] },Ċ", + "ĠD etection", + "tab la", + "Ġlib erties", + "_D YNAMIC", + "w get", + "ĠT ür", + "ĠP ascal", + "Trans parent", + "Delay ed", + "] ()", + "ĠHer bert", + "< ActionResult", + "ch allenge", + "Ġmush room", + ".insert Before", + "ĠR in", + "Ġhum our", + "Ġf ø", + "api Key", + "alloc ated", + "Ġconf ession", + ". \",čĊ", + "ĉassert That", + "ĠS ORT", + "ĠL ORD", + "Ġexport er", + ".set Level", + "p okemon", + "ash tra", + "Ġf é", + "ur ator", + "(M SG", + "Ġt up", + "ĠH ull", + "Ġyield ed", + ".Sub ject", + "\\ Route", + "! ?", + "ĠÑĥ дал", + "\\ Security", + "- ar", + "Ġalleg ation", + "( Settings", + "ä nder", + "Ġell ipse", + "ĠRetro fit", + "Ġregul ating", + "ĠM olly", + "ĠL ok", + "_C ustom", + "ĠProm o", + "is in", + "Ġres umed", + "Ġmet ropolitan", + ".error Message", + ": -------------", + "Ġpas ado", + "th ank", + "_De lete", + "ĠBright on", + ", unsigned", + "ä½ľ èĢħ", + "Ġaspir ations", + "-h ow", + "R ose", + "= ((", + "_ne eded", + "_pl ural", + "< Application", + "ĠW EEK", + "ĠUn lock", + "ĠT EMP", + "S ou", + "Ġschizophren ia", + "Ġt roll", + "Ġcomplement ary", + "ĠNET WORK", + "Ġbl ir", + "Ġprogress Dialog", + "\" %(", + "ĠAttribute Set", + "ĉ ts", + ".iter items", + "è¯ Ŀ", + "Ġesc rit", + "v ous", + "_pl aces", + "H K", + "Ġseg uir", + "_f w", + "ĠR ounded", + "Ġdis posit", + "è§ Ĩ", + "par m", + "w ow", + "STRU CTION", + ". allow", + "ĠChar Sequence", + "ĉ extern", + "Ġprosec uted", + "Ġmort ar", + "ĠJ uda", + "- msg", + "Ġest ud", + ".get Description", + "Ġs ow", + "amb re", + "Ġrom a", + "En h", + "bon us", + "Ġsqu at", + "Ġdist ra", + "ed Image", + "Ġpe ppers", + "-per formance", + ", ĊĊĊ", + ", file", + "ĠM IME", + "_con cat", + "AB S", + "-f ashion", + "Ġunder cover", + "One ToMany", + "Ġre claim", + "C OPY", + "Ġb inds", + "ĠT ape", + "Ġg ossip", + "ĠEqu ity", + "/ Card", + ". activ", + "' am", + "Ġdrain age", + "< Scalars", + "ĠonBind ViewHolder", + "() ?.", + "Ġs orrow", + "ĠI b", + "up y", + "_U UID", + "ĠCh arm", + "ĠElection s", + ".on Destroy", + "ĠInterest ingly", + "ounding Box", + "_d etection", + "-h eld", + "_ unknown", + "Ġrefr ain", + "Ġmét odo", + "Ġe Book", + "EN OMEM", + "Ġd ang", + "Prof essional", + "Ġd ictionaries", + "/m ysql", + "ĠST UD", + "Ġmas se", + "s cape", + "Ġdre i", + ": name", + ".log o", + "Sign Up", + "Ġt ahun", + "( theme", + "ĠFem me", + "Ġbom ber", + "ĠJ ade", + "ĠT ay", + "Ġsubmar ine", + "_cl ause", + "zy ch", + "Ġsimult aneous", + "Ġcas os", + ". boolean", + "(l hs", + "Ġcontin ental", + "-s ale", + "ĉ env", + "ĠC ute", + "ĠFactory Girl", + "ab us", + "/ value", + "Ġj adx", + "Ġst ern", + "> >ĊĊ", + "Ġsurf aced", + "Ġìł Ģìŀ¥", + "pl atz", + "ĉ email", + "cept ors", + "\"> (", + "Ġep ile", + "è¯ »", + "ĠDe bt", + "åij Ĭ", + "N OP", + "\" https", + ": j", + "Form Item", + "_L ICENSE", + ".get Double", + "ĠAg enda", + "ĉf inally", + "(f ilters", + "( av", + "ç¾ İ", + "AP ER", + "Ġl ava", + "еÑĢ ж", + ")) ))ĊĊ", + "Ġfault y", + "_n m", + "Ġtr ava", + "(B itmap", + "Ġspeed ing", + "> ').", + "Ġscreen ed", + "_ roll", + "ĠMac Book", + "ĠA UD", + "Ġdiagn ose", + ".G enerate", + "Ġ^ ^", + "Ġstr s", + "[ Test", + "Ġr ansom", + "ĠDH CP", + "eld en", + "Ġinterpret ations", + "() ].", + "flat Map", + "Ġline Height", + "_m ount", + "ĠW izards", + "Ġsl uts", + "eh ler", + "od al", + "Ġmilit ia", + "å ²", + "earn ed", + "Ġmis ery", + "int val", + "f und", + "Ġh ides", + "Ġdi arr", + "ĠWes ley", + "Ġx mm", + "Ġqu em", + "ĠAr abs", + "if th", + "ategor ized", + "Dis posable", + "P ure", + "_NOT IFY", + "sn ippet", + "ĠGar rett", + ".run ning", + ". weights", + "Ġ( --", + "Ġin variant", + "äºĭ 件", + "ĠAll owed", + "dir s", + "Ġpass ions", + "Ġl ad", + "ĠFl ush", + "men us", + ": block", + "Ġcompr a", + ".ch omp", + "alloc ator", + "Ġcur ated", + "ĠKnow ing", + "ĠPatt erson", + "Ġtel ah", + "' ex", + "Ġdo omed", + "Ġphil anth", + "ott y", + ".st yles", + "Own ed", + "Ġallerg ies", + "= params", + "oc ese", + "it elist", + "ĠS ending", + "b ef", + "orr ar", + "ĠN ão", + "ĠF argo", + "ĠL ub", + "ĠComb ined", + "_g iven", + "ĉĉĉĉĉ ĠĠĠĠ", + "Ġreconc iliation", + "Pattern s", + "az ard", + "Ġbiom ass", + "ĠH ouses", + "resp uesta", + "cc o", + "/top ics", + "ĠY uk", + "Ġweaken ed", + "_c alendar", + "Ġmulher es", + "ĠMar l", + "Ġs ine", + "ĠT il", + "ĠSou ls", + "ĠDe utsche", + "ĠF OLLOW", + "Ġpip elines", + "ĠBever ly", + "_DIP SETTING", + "\" #", + "ĠPro to", + ".b ig", + "ĠSav ings", + "ĠT anz", + "j un", + "ĠG amma", + "ĠS add", + "Ġadvis ors", + "Ġro ast", + "Ġun ters", + "ud ies", + "_l on", + "-point er", + "ĠElement Ref", + "\\ Builder", + "example Input", + ".web driver", + "data Type", + "ĠQu ite", + "ĠCelt ics", + "u il", + "-def ense", + "b ish", + "ĠUI Window", + "ĠS uddenly", + ".h ot", + ".re ason", + "Ġg ör", + "AM D", + ".M ulti", + "auth enticated", + "reg ions", + "; (", + "а ÑĢам", + "ĠKir by", + "$ route", + "PREC ATED", + "ĠDur ham", + "ow o", + "ĠPer forms", + "Ġdisreg ard", + "n st", + "ĠP ols", + "Ġget P", + "\"] :", + "-col ored", + "( Keys", + "ĠAl leg", + "_mod ify", + "_ loading", + "str ained", + "Ġat roc", + "_p hr", + "< Sprite", + "Ġsatisf actory", + "m anship", + ".p ipeline", + "T ony", + "Ġth ief", + "pol ator", + "( lock", + "bur st", + "ĠOptim ization", + "Ġsurf ing", + "\" Yes", + "Ġdesc ended", + "æ Ĵ", + "_C lear", + "Ġc ries", + "ĠFro zen", + "D IRECT", + "- Con", + "ĠLe icester", + "å¥ ³", + "O OM", + "= db", + "Ġget Message", + "< Student", + "_b atches", + ".M ask", + "_ eth", + "\\ )", + "Ġsom a", + "C atch", + "[ ch", + "Own ers", + "ind le", + ": auto", + ". vert", + "iv r", + ".set Location", + "Ġfl uent", + "_END IAN", + "ĠCar lo", + "cept s", + "add Action", + ".o auth", + "< UnityEngine", + "re ements", + ".S kip", + "? )ĊĊ", + ".default Props", + "Ġc abe", + "ĠSh en", + "eros is", + "ĠPro fit", + "Ġpo is", + "_C REATED", + "Ġremove From", + "(w s", + "? action", + "( Field", + "Ġerr one", + ".min imum", + "ĠRetrie ved", + "Ġd ado", + "ĠPR IVATE", + "-s pec", + "Ġg zip", + "p data", + "Ġpos Y", + "(l ow", + "Ġqual quer", + "/ cloud", + "ê² Į", + "( common", + "ĠAr beit", + "organ isation", + "Ġtid y", + "ĠRol and", + "( ph", + ".z one", + "Ġgent lemen", + "ượ c", + "å± ±", + "Ġenc losure", + "ĠMan afort", + "ĉ Color", + "St encil", + "N ic", + "Ġthe orem", + "ĠV G", + "Ġcol oured", + "V BoxLayout", + "uls ive", + "Drag on", + "c ff", + "et est", + "ens a", + "of day", + ".A zure", + ":UIControlEvent TouchUpInside", + "_up dates", + "Ġtrend y", + "ug as", + "weak Self", + "Ġr idge", + "ib ri", + "Ġì¶ Ķ", + "(C G", + "ĠMon key", + ".write Int", + ".tim edelta", + "ViewController Animated", + "ĠProvid ence", + "ãģ Ī", + "Ġbl ends", + "/Sub threshold", + "ĠAp pl", + "Ġat an", + "Ġreload Data", + "umb otron", + "st üt", + "O Auth", + "ĠG iving", + "ĠìĦ ¤", + "ĠFinn ish", + "check ing", + ". Embed", + "sequ elize", + "Ġinitial izes", + "ĠOs lo", + "Ø ¶", + "get Extension", + "_AL T", + "(bl ank", + "Ġfatal Error", + "Ġdem ise", + "**** *Ċ", + "ĠX S", + "(A F", + "ĠEn s", + "an tha", + "ĠP OR", + "Ġn ich", + ".N amed", + "Ġgig antic", + "ĠObserv atory", + ".Res olve", + "ĠPay ments", + "g uild", + "Ġcurrent State", + "============ ===Ċ", + "ĠS ey", + "p Data", + "Ġdead lines", + "Ġcentral ized", + "ĠScholar ship", + "_s upported", + ".ch rome", + "() ]);Ċ", + "Ġc yan", + "ĠC age", + "Auth ors", + "_ čĊ", + "/ os", + "k im", + "de e", + ".t ex", + "Ġyours elves", + "Ġm gr", + "Ġal k", + "-inst all", + "Ġdraft ing", + "Ġrum or", + "Ġstat ues", + "Pool ing", + "ol ina", + "AAAA AAAA", + "/* ----------------------------------------------------------------------------", + "Ġextrem ists", + "Cal cul", + "ighth ouse", + "In set", + "(IN PUT", + "Ġsynchron ization", + "iv irus", + ". axes", + "ĠG ap", + "- An", + "_T emplate", + "Ġgam er", + "ĠCr icket", + "Ġl int", + "Ġauthor itarian", + "NS UInteger", + "Ġred o", + "Ġadip iscing", + "_F ETCH", + "che id", + "ĠF ang", + ". indices", + "t one", + "д ел", + "Ġ{{-- <", + "bra him", + "Ġsal a", + "get Code", + "Ġcommunic ated", + "start sWith", + "ert z", + "Read able", + "Item Id", + "oref errer", + "cred ible", + "á ria", + "Ġcombine Reducers", + "** /ĊĊ", + "Ġbl iss", + "Ġad orn", + "dep ends", + "ĠRO OM", + "Ġfr aming", + "Ġ? ',", + "aut y", + "_p ot", + "_t abs", + "Ex act", + ", \",", + "Ġ'} ';Ċ", + "Ġarbit r", + "ahr ain", + ".getString Extra", + "Ġ$ \\", + "Ġoutput Stream", + "Ġcomm enc", + "an us", + "ch y", + "< Employee", + "Ġhex atrigesimal", + "Ġn acional", + "(serial izers", + "_put char", + "_S AFE", + "ential Action", + "ItemSelected Listener", + ".Dis patch", + "Conf lict", + "_ about", + "os aur", + "Bound ary", + "Ġclear Color", + "( Location", + "ĠMON TH", + "ĠT aste", + "- General", + "ĠW AR", + "Ġer halten", + "-s aving", + "Ġcou pling", + "-tr igger", + "m otor", + "Ġy yyy", + "ĠPat ent", + "pt o", + "Ġmisdemean or", + "vas ion", + "ĠAdmir al", + "à¹ī า", + "_P WR", + "Ġdevast ated", + "fol ios", + "ITU DE", + "urre ct", + "Ġrobot ic", + "ĠSan ct", + "ĠHawai ian", + ".R oute", + "- condition", + "Ġr k", + "/**************************************************************************** Ċ", + "create Element", + "ĠK op", + "ign ant", + ". rollback", + "Ġsal ud", + "_ ',", + "ĠAN SI", + "Ex cept", + "ĠDraw able", + ".Utc Now", + "\":[ {Ċ", + "Ġk ole", + "L ua", + "ĠBel ieve", + "Com put", + "Ġhall uc", + "ĠSign s", + "r st", + ".h u", + "ĠKN OW", + "W i", + "ĠBr ass", + "ĠR as", + "@ hotmail", + "Ġsed iment", + "Ġap k", + "Ġì ĥģ", + "_reg ions", + "Ġpod ium", + "< Book", + "ж е", + "Ġsix teen", + "ĠAli as", + "Ġinfr ared", + "ĠV ander", + "ĠLe ading", + "uc ing", + ",: ,:", + "_h or", + "w at", + "Ġdé cou", + "_W idget", + "S ounds", + "_n avigation", + "Ġschn ell", + "(g enerator", + "uc ene", + "Ġrem ake", + "IP v", + "Ġré al", + "_IN CREMENT", + "Ġhypoth etical", + "_ ang", + "Ġof s", + "Ġ! Ċ", + ".com pleted", + "Get Type", + "Ġkom men", + "ál ido", + "add On", + "Ġz ÅĤ", + "UL A", + "_ind icator", + "'] ĊĊĊ", + "ap ache", + "_S elect", + "ĠGre ene", + "Wh ats", + "_an im", + "Ġrepet itive", + "m uch", + "ĠTh reshold", + "Ġl f", + "(C ategory", + "con e", + "M ix", + "_MET ADATA", + "ays ia", + "Ne ighbors", + "ĉĊ ĉĉĊ", + "IP HER", + "ĠFr ag", + "ĠC ells", + "Ġnames paces", + "( back", + "ĠRest aurants", + "sv c", + "Ġл и", + "ote ch", + "-s l", + "¥ ¿", + "ĠW T", + "ĠRed uction", + "Ġd otted", + "ĉf ound", + "ĠTE AM", + "B orn", + "ĠM ush", + "ĠCompar able", + "Ġh itch", + "AT O", + "Ġmax Height", + "begin Transaction", + "ÃŃ v", + "_b n", + "Ġher d", + "Ġrevers al", + "ĠH ond", + "del imiter", + "Ġconf use", + "Ġh ops", + "Ġcent roid", + "Ġcourt room", + ".decor ators", + "Ġm pi", + "ĠImpro ved", + "IN NER", + "ĠBang alore", + "ĠT amb", + "Ġbo ast", + "() ))čĊ", + "Ġil licit", + "ĠMor occo", + "greg ator", + "_res ume", + "Ġcrack down", + "Ġport raits", + "/h igh", + "( \\'", + "Ġay ud", + "_fe edback", + "Ġc ate", + "/ avatar", + "Ġhe b", + "Point Cloud", + "Ġå ĴĮ", + "Ġ< ![", + "Ġget Resources", + "} :{", + "Oper ating", + "ĠF og", + "ĉt ab", + "ĠResearch ers", + "Ġfabric ation", + ".datas ets", + "ĠCamp o", + "ĠKa uf", + "Ġd ll", + "lig t", + "] ));ĊĊ", + "st ellen", + "ACK ET", + "l vl", + "ĠGl ory", + ".date Time", + "Ġcomm ute", + "ĠonCreate ViewHolder", + "ĠX Element", + "ĠT okens", + "< thead", + "_p ick", + "ì ¤", + "v on", + "depart ure", + "(render er", + "phone Number", + "(P erson", + "gen es", + "ĠL ars", + "Ġ) {ĊĊ", + "ĠJson Result", + "Ġmet odo", + "VO KE", + ".get UserId", + "Acc eler", + "ĉ required", + "Ġchampionship s", + "Build Context", + "/t ask", + "/re leases", + "C ategoria", + "_over lay", + "Ġscar ce", + "_l im", + "n gr", + "ah len", + "ĠArt ificial", + "sp read", + "Ġbow ling", + ".an alysis", + "SM TP", + "ĉp assword", + "Ġbath s", + "] )){Ċ", + "current ly", + "ac iente", + "_se parator", + "Ġde ber", + "ĠDis abled", + "i ères", + "Ġâ ķ", + "_process ing", + "Ġprotest ing", + "ĠR OT", + "gr ab", + "Ġз ак", + "Ġpro active", + "word press", + "ĠSe ver", + "ind en", + "Ġw ikipedia", + "){ čĊčĊ", + "_w indows", + "is lation", + "Ġun rest", + "Ġdismiss al", + ".N UM", + "_F AST", + "iss ued", + "ĠF ACE", + "_u nder", + "Ġpl ugged", + "Ġå °", + "ĠbÄĻd zie", + "ĠI CC", + "Ġcombust ion", + "Ġkiss ed", + "Ġstar red", + "ĠW atts", + "Ġspi elen", + "-p urpose", + "ĠE val", + "arg es", + ", result", + "techn ology", + "Ġnational ity", + "ic us", + "ĠN ug", + "ĠÑĤ о", + "ĉĉĉĉĉĉĉ ĠĠ", + "col o", + "Ġg astro", + "ante ed", + "OL ID", + ".b ias", + "_t ele", + ".ins pect", + "Ġve il", + ". footer", + "Ġneglig ence", + "Ġjud gments", + "Room s", + "yn n", + "ĉcount er", + "occup ation", + "Ġ çĶŁ", + "un as", + "Ġ(^ )(", + "L ambda", + "f el", + ".Param s", + "Ġд обав", + "set Layout", + "Ġdeport ation", + "Ġlocal Object", + "ĠPharm aceutical", + "cept ive", + "ĠN ome", + "Equ ipment", + "F an", + "Un iversal", + "ĉ socket", + "Ġgr in", + "Ġex poses", + "Ġhab er", + "Ġsincer ely", + "Ġc ams", + "Ġm ü", + "en ia", + "E mer", + "C rypto", + "Sl ow", + "(x hr", + "! =(", + "-s ervices", + "ĠP W", + "Ġprend re", + "Ġm ädchen", + "em ons", + "озв ÑĢаÑī", + ".M anager", + "ì Ļ", + "Ġg raf", + "- ra", + "met rical", + "/ fl", + "Ġc emetery", + "g ens", + "Ġp ÅĻ", + "ĠMySql Command", + "- To", + "Ġv Ã¥", + "Ġa irst", + "oment um", + "Ġserv o", + "m illion", + "ĠMir anda", + "\" She", + "Ġadvoc ating", + "-c aption", + "ĠAt tribution", + "Ġwel che", + "_v endor", + "ĉ Status", + "arr is", + "Ġprint k", + "\",\" #", + "Ġrel ativ", + "if ferences", + "izz es", + "Ġdec imals", + "ĠPro v", + ".max imum", + "Ar n", + "Ġhelicopt ers", + "_B OTTOM", + "ch ure", + "od ings", + "' (", + "\")) );čĊ", + "( bean", + ".f d", + "F und", + "Ġhang s", + "app id", + "/k ernel", + ".p oi", + ".Min Value", + "- validation", + "L uke", + "c df", + "ĠFun eral", + "ĠS amples", + "ĉ de", + "Ġto astr", + "Ġtax able", + "Ġcl ustering", + "Ġ'\\ '", + "Ġre straint", + "ec ed", + "ch ains", + "ãĢĤ ï¼Ī", + "_GR APH", + "Ġfue led", + "éľ Ģ", + "H p", + "å¤ į", + "T iles", + "Ġa unque", + "J C", + "Ġhost age", + "ĠE sk", + "Ġm av", + "Ġgest ion", + "Ġb anners", + "} {$", + ".int Value", + ".' \"ĊĊ", + "_M ATRIX", + "Ġce ased", + "ĠG OD", + "_CAM ERA", + ".Allow User", + "tr acked", + "C ook", + "b airro", + "( company", + "Ġview point", + ".get Writer", + "ĠN ets", + "w ives", + "Ġ( ))Ċ", + "example Modal", + "ĉ child", + "Ġmyth ology", + "Ġ// \"", + "_ axes", + "ib old", + ".D ark", + "ĠMax well", + "Ġg pointer", + "olic itud", + "B at", + "ul ner", + "bal anced", + "mail er", + "Ġcont empor", + "æīĭ æľº", + "(\" __", + "Ġ\" )\"", + "re ar", + "ĠHu ang", + "] ')Ċ", + "× ©", + "FT A", + "ĠCalling Convention", + "ĠOutput s", + "P k", + ".Re ference", + "lect ual", + "Ġ) :ĊĊ", + "Ġbrace let", + "ug er", + "ĉ Error", + "S weet", + "(\"/ \");Ċ", + "h x", + "Ġun reasonable", + "Inter preter", + "Ġlo ft", + "_product o", + "Ġsoci etal", + ".P arser", + "ĠAd apt", + ". foo", + "( where", + ".F eature", + "ĠYam aha", + "g lass", + "For ge", + "Ġprohib its", + "Ġcapac ities", + "Ġíķ¨ ìĪĺ", + "Ġper mutation", + "Ġih m", + "F ld", + "el ial", + "======== ===Ċ", + "@ Configuration", + "Ġge ared", + "ios o", + "iest a", + "trans lations", + "Input Change", + "Pop ular", + "ĠPL US", + "Ġv f", + "_F ree", + "b box", + "Ġcaus al", + "PI LE", + "Ġsch ö", + "Ġiron ic", + "M ir", + ". @", + "åį Ĺ", + "Ġè ĩ", + "R ew", + "ul ence", + "fl en", + "Ġcan Activate", + "- response", + "Ġacc ents", + "ign ored", + "° F", + ".Dependency Injection", + "ĉ point", + "Ġconting ent", + "Ġsqu ash", + "Ġpar ms", + "ĠC emetery", + "Ġdelta Time", + "ĠD OS", + "Ġvan ished", + "аÑĢам еÑĤ", + "ĠD PS", + "t foot", + "ĠZ us", + "_IN STALL", + "G AN", + "Ġar b", + "Ġmunicipal ities", + "Into Constraints", + "AutoresizingMask IntoConstraints", + ", image", + "_ ignore", + "Ġdanger ously", + "quis a", + "pl uck", + "Ġhar us", + "up pe", + "Http Exception", + "Br acket", + ".' 'ĊĊ", + "ĠT ol", + "ĠView er", + "zb ollah", + ".Code Analysis", + "ì nh", + "Ġcorrect amente", + ".d a", + "ĠAl ger", + "× IJ", + "ba um", + "ĠPan ther", + "part icipant", + "å¿ ħ", + "-s up", + "Ġem ulator", + "Ġf ading", + "ĠW olver", + "cre ates", + "Ġbook ings", + ".Q uestion", + "§ è¡Į", + "Ġstress es", + "Ġre written", + ".PI PE", + "ed es", + "Ġc bd", + "\": \"/", + "Ġenh ancements", + "_s y", + "B IN", + "ĠSl ip", + "Ins pect", + "ĠW eg", + "Ġcon gregation", + "Ġ_ :", + "_r m", + "Frame buffer", + "Ġ'& #", + "ĠFall out", + "Is Required", + "ĠPear son", + "ĠF ACT", + "Ġrel ie", + "ĉ box", + "ĠShe pherd", + "ĠWiki Leaks", + "ĠCollect or", + "Ġres ized", + "method Name", + "Ġevent Type", + "ĠA then", + "Des criptors", + "Ġb ers", + "- oper", + "ĠInitial ly", + "å ¡", + "_B TN", + "ĠĠĠĠĠĠĠĠĠ čĊ", + "á b", + "_c ampaign", + "_w atch", + "F ord", + "-date picker", + "Ġvis c", + "Ġsat u", + "_s ms", + "Ġcont ador", + "-s vg", + "ĠDO I", + "$ args", + "Ġkn ob", + ".B OLD", + "Ġdeb ated", + "img s", + "sock opt", + "tr uth", + "ĠFe es", + "Ġh Wnd", + "_f ood", + "Ġab ras", + "Ġnot ions", + "ĠT od", + ": create", + "ĠConf lict", + "Us uarios", + "OT OS", + "Ġm sm", + "K HTML", + "([ (", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠ", + "Ġ} ]", + "w izard", + "Ġm ientras", + "Ġdata List", + "Ġemerg es", + "Äĥ ng", + ".Read Int", + "PG A", + "ILL ISE", + "I Enumerator", + "(t uple", + "Christ mas", + "Look AndFeel", + "og enerated", + "Ġ# ĊĊ", + "control led", + "Ġex quisite", + "Ġa cest", + "Read Write", + "G ain", + "ãĢį ãĢĮ", + "Ġcopyright ed", + "Ġdo om", + ".Table LayoutPanel", + "ĠD ort", + "Ġch ili", + "Ġwer k", + "ĠEVENT S", + "ĠBe acon", + "Ġship ments", + "Ġse bagai", + "up on", + "ut om", + ".con verter", + ".Drop Table", + "={ }Ċ", + "f ic", + "~ ĊĊ", + "Ġlesb ians", + "_n a", + "Fore ign", + "ĉ then", + "/ ms", + "Ġor i", + "get Property", + "ĉsn printf", + "hes ion", + "ãģ ¤", + "\"} ,\"", + "Ġac rylic", + "P ers", + "@ Enable", + "I sl", + "(C ard", + ". Stack", + "L icensed", + "_G UID", + ": title", + "Ġh ust", + "Ġprincipal Table", + "an itize", + "/ embed", + "Ġens ured", + "ĠE GL", + "ÙĪ ر", + "ĠåĪ Ĩ", + "/ ,Ċ", + "Ġfundra iser", + "Key Name", + "Ġmarch ed", + "_VAL UES", + "ĠSc enario", + "Ġmet ic", + "_ass oci", + "ĠPast or", + "ĉĉĉĉĉĉĉĉ ĉĉĉĉĉĉĉĉĉĉ", + "er ate", + "Ġinv itations", + "quo ise", + "Ġbl aming", + "Ġd aring", + "UM MY", + "Ġrich er", + "em aker", + "ĠIdent ification", + "ĠìĿ ¸", + "ĠBinding Flags", + "ch as", + "Ġresil ient", + "_p g", + "Ġre leg", + "ĠI RA", + "ST E", + "Ġtr actor", + "- loading", + "ĠPre viously", + "ĠV acc", + "/ be", + "Ġn Ã¥r", + "Ġurl encode", + "ĠNor folk", + ".Re lease", + "ĠNe utral", + "ä¸Ń åĽ½", + "ĠAr lington", + "Ġalleg es", + "ĠW riters", + "Test er", + "ĠR ally", + "Ġc á", + "ĉ Print", + "Ġâĩ Ĵ", + "ĠUser Controller", + "ĠSeek ing", + ".V AL", + "List Node", + "_ ff", + "ĠPhill ip", + "FA CT", + "Ġc aramel", + "ĠM ultip", + "ĠCom pared", + "ĠSer bia", + "Ł ³", + "Ġrev ive", + "ĠK anye", + "Ġver ge", + "ĠBulg aria", + "get Body", + "Ġ| >", + "ce ph", + ".DateTime Picker", + ".\" ;ĊĊ", + "ĠT ie", + ", item", + "Ġm enn", + "G as", + "och a", + "_v irtual", + "Ġmaster piece", + "_se quences", + "L TE", + "ĠSub mission", + "Call er", + "$ \\", + "S port", + "ag us", + "Constraint Maker", + "Ġcol oc", + "Ġw ig", + "ĠÐ £", + "ĉ Array", + "Look s", + "ĠGT A", + ".st eps", + "atch ewan", + "_r anges", + "ext Alignment", + "ĠBren nan", + "Ġab straction", + "uler Angles", + ".m isc", + "Ġantib odies", + "Ġexponent ial", + "ĠCH ANNEL", + "exp ense", + "' y", + "Ġdetect ives", + "Ġpur ported", + "Y STEM", + "Ġradio active", + "ĠLat ina", + ".Enc oding", + ".T AG", + "x in", + "D egree", + "ur acion", + "pr ices", + "ĠRefer entialAction", + "Ġr arity", + "Ġp iles", + "g ende", + "_project s", + "_g lobals", + ".start Time", + "Ġê µ¬", + "SE CTION", + "_p ublish", + "F ault", + "DD L", + "_p rior", + "M om", + "Ġth icker", + "Ġsequ elize", + "Ġessential s", + "str as", + "in tr", + ">( ()", + ".man agement", + "e il", + "éĹ Ń", + "A ware", + ".C ity", + "ĠAr bit", + "_D M", + "_key board", + "L Object", + "- webpack", + "ĠNew port", + "Ġprincipal Column", + "leg ant", + "Ġp allet", + "Ġfract ure", + "Ġg mail", + ".M eta", + "A bove", + ".Key Event", + "j it", + "_mac ro", + "_P USH", + "á» ©", + "/ controller", + "åĬł è½½", + "Ġsuperf icial", + "exter ity", + "Ġmens agem", + "W ind", + "ist on", + ".open api", + "и ÑĢов", + "ĠSerial izer", + "uct ive", + "Ġz ar", + "Pl aces", + ".St atic", + "B a", + "Ġin advert", + "ĠIndones ian", + "_IP V", + "(h orizontal", + "Ġget Title", + "ide press", + "ĠConsole Color", + "ip ers", + "$ out", + "Ġfest ive", + "Ġeven ings", + ".Get Data", + "uit ka", + "ĠManual s", + "uss ed", + "_M ax", + ".Ch at", + "ĠA ircraft", + "= com", + "FO UND", + "ap ro", + "Ġtre asures", + "_al ive", + "Ġgad get", + "ek ing", + "Button Down", + "B rowsable", + ".PER MISSION", + "P ASSWORD", + "ĠH ASH", + "f é", + "\\ TestCase", + "LO SS", + "o thers", + ", J", + "Ġassh ole", + "wer k", + "Ġm ã", + ". ie", + "ev il", + "kont akte", + "//////////////////////////////////////////////////////////////////////////////// Ċ", + "= sys", + "ĉ lock", + "-- ;ĊĊ", + "_F UN", + "Fill Color", + "ó a", + "pre nd", + "Ġcompress or", + "M other", + "ĠAr cher", + ".g oto", + "Ġwür de", + "Ġbam boo", + "ï¼ İ", + "ĠT rees", + "Ġb umper", + "Ġsa usage", + "ĠEl asticsearch", + "Ġhor izontally", + "ĠG ul", + "Im mutable", + "Ġlos er", + "Ġabort ed", + "-d emo", + "ĠH atch", + "Ġund e", + "Ġprocess o", + "-c all", + "In come", + "å ĥ", + "_ returns", + "'].\" '", + "(s w", + "C BS", + "am ilies", + "ĠYour self", + "ĠH olt", + ".M ON", + "ৠĩ", + "ÑĪ е", + "an on", + "ĠFont Awesome", + "produ cer", + "j r", + "Ġm au", + "ĉint er", + "Ġdish onest", + "Ġmagn a", + "ĠCollect ive", + "Ġvra iment", + "Ġcho ix", + "st ay", + "Ġweld ing", + "r ising", + ", min", + "ĠF ate", + "g lob", + "RGB A", + "Ġdet te", + "V en", + "Ġembarrass ment", + ".DE LETE", + "greg ar", + "-re nder", + "(b ucket", + "\"> ĊĊĊ", + ".wait Key", + "Bus y", + "Ġdifferent iation", + "ĠC ST", + ".Con stant", + "Ġline Number", + "(m atches", + "Ġweb socket", + "Ġbar red", + "Ġpued es", + "M ono", + "C ORE", + "I ID", + "ĠĠĠĠ čĊčĊ", + "Ġpúb lico", + "lean ing", + "Ġcleans ing", + "Ġcr is", + "ĠDev ils", + "_SET TING", + "unt ary", + ". );Ċ", + "Ċ ĠĠĠĊ", + "[ curr", + "ts y", + "ĠAlex is", + "rit el", + "Ġpet roleum", + ".pre processing", + "m atter", + "For Result", + "- license", + "Ġtrav ellers", + "ĠDispatch er", + "enn ifer", + "Ġdigest ive", + "P ED", + "hib ition", + "MAS ConstraintMaker", + "ĠW att", + "Ben ef", + ".set View", + "d to", + "TE E", + "ĠPel osi", + "_EX TRA", + "Ġmed als", + "x hr", + "fore cast", + "Ġn argin", + "oun s", + "-f ill", + "_CUR SOR", + "Ġsuperv ised", + "Ġtur f", + "ĠEd gar", + "POS ITION", + "Ġcategory Id", + "â ī", + "_ ER", + "ủ a", + "Sh own", + ". ll", + "_POL ICY", + "(), '", + "ĠPre v", + "ĠString Field", + "ĉG lobal", + "ass ed", + "Through out", + "o stringstream", + ".awt extra", + "Ġslo pes", + "ĠSe quential", + "Ġgi orn", + "Ġz elf", + "Ġvers atility", + "lene ck", + ".c gi", + "Ġdou bling", + "ĠBang kok", + "Ġbu urt", + "Ġusu ário", + "st udio", + "Ġje unes", + "Ġm uted", + "Ġ ips", + "_f raction", + "&& (", + "Ġst unt", + "'); ?>čĊ", + "Ġev apor", + "b able", + "ĠPR ICE", + "Ġæ ³", + "lu cent", + "Ġv amp", + "ĠTechn ician", + "Ġuniqu eness", + "M es", + "ur ban", + ".param etrize", + "ĠRe play", + "S essions", + "em br", + "-Americ ans", + "_PRO XY", + "Ġp ian", + "Ġtri e", + "ĠD estructor", + "Game State", + "ĠIM F", + "ch in", + "Ġport e", + "ĠSw al", + "åŁ İ", + "Sub string", + "im ing", + "/L ibrary", + "Ġfright ened", + "w rites", + "Ġrecurs os", + "ar Result", + "_INIT IALIZ", + "ĠBad ge", + "_c rc", + "E ight", + "ĠDIST INCT", + "Ġth ro", + "@ Xml", + "ĠLegend ary", + "-t witter", + "_e asy", + "Ġ+ ++", + "(D ATA", + ".L ocale", + "Ġk ä", + "Ġn urt", + "Ġcr uis", + "_ ios", + "Ġsens ing", + "_L ine", + "Ċ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĊ", + "pon g", + "ole on", + "Ġwild card", + "çĶ¨æĪ· åIJį", + "Ġbeg ging", + "R od", + "Ġà İ", + "_C ELL", + "Research ers", + ". selector", + "_ ing", + "Ġaspir ing", + "Ġimm ortal", + "Ġy min", + "_ robot", + "Ġpl ur", + "B TC", + "ĠD ID", + "Ġpier cing", + "* u", + "_DEFIN ED", + "ĠTh i", + "ita ire", + "(m edia", + "- ons", + "Ġche fs", + "Ġ\"* .", + "/ AP", + "Ġraz or", + "Ġsearch Data", + "Ġ= &", + "Ġ ãĢĤ", + "Ġm ourn", + "ting ham", + "Ġo li", + "ĠVern on", + "_R S", + "ŀ æĢ§", + "Ġf ácil", + "ang en", + "cel ain", + "Ġa il", + "le st", + "ĠQ COMPARE", + "g ain", + "ĠÎ µ", + "ĠK ob", + "ĠF ault", + "_config s", + "ç»ĵ æŀľ", + ". +", + "cal ar", + "(color s", + "M ul", + "_ ART", + "Ġexperiment ing", + "erm en", + "ĠAng lo", + ".Fixed Single", + "Se a", + "Ġc txt", + ".s lider", + "C ollapse", + "G rey", + "Ġf ld", + "-pro of", + ".cap acity", + "get Parent", + "ĠCom pliance", + "Ġburg l", + "- rec", + "Ġover written", + "M U", + "Ġrout ers", + "ĉ Model", + "Ġfantas ies", + "av ian", + "_p rec", + "ĠSc andin", + "Ġ// <", + "/o ct", + "Ġceremon ies", + "Month s", + "und y", + "Ġqu ed", + "ĠN ou", + "ĠV ibr", + ".r gb", + "Ġcit rus", + "Ġbr aces", + "-upper case", + "get Table", + "Ġdop o", + "ĠK err", + "_CH ILD", + "- cloud", + "ĉ Matrix", + "Ġgard ening", + "S ing", + "al most", + "Require ments", + "ugu ay", + "( Property", + "sub scriber", + "FA ST", + "re action", + "(l p", + ") })Ċ", + "` ).", + ".w allet", + "_ex change", + ".Max imum", + "ĠVer b", + "âĶ ģ", + "() <", + "ï¼Ľ Ċ", + "RO T", + "C ARD", + "ub it", + "{ @", + "_k el", + "ĠTool tip", + "My SQL", + "Main Activity", + "ar f", + "Ġm align", + "Ġse inen", + "ap ist", + "Ġ< %", + "Method Impl", + "M il", + "ĠM ick", + ".de pend", + "< ID", + "Ġpredict ive", + "ĠAP PLICATION", + "le f", + "dim ensions", + "Ġconoc er", + "/ conf", + "ĠTr acy", + "F oto", + "_rem aining", + "= file", + "Ġpage Index", + "ĠPar ish", + "Ġt exas", + "ĠM AGIC", + "ĠH ew", + "d ifference", + "Ġalt ura", + "c um", + "ĉdata Type", + "Ġcaracter es", + "avi ours", + "ĠV OID", + "è¿ ij", + "P UBLIC", + "B io", + "ĠstringBy Appending", + "Parse Exception", + "ĠS uff", + "ĠN orton", + "/d etails", + ".n ull", + ">> &", + "ĉ ok", + "-l ow", + ". usuario", + "n ested", + "X B", + "OUR S", + ".Border Color", + "Ġb row", + "ĠÐ ķ", + "cor r", + "ĠRed skins", + ".get Tag", + ".get Transaction", + "Ġst igma", + "hard t", + "ĠPlayer Prefs", + "als y", + "uc son", + "L anguages", + "ĠOl ivia", + "Ġt ac", + "Ġb li", + "Ġc aval", + "Ġconsolid ated", + "Ġper il", + "Ġde le", + "Ġform ulated", + "Ġhigh ways", + ".sp awn", + "== $", + "ĠN iet", + "Ġv eggies", + "yp o", + "-r ule", + "ĠV ie", + "/e pl", + "Ġenf ants", + "string Literal", + "Ġtou ghest", + "buy er", + "Ġcov ariance", + "Ġil i", + "ĠSoph ie", + "ĠB AB", + "Ġ\" ),", + "ĠU k", + "current Index", + "_user data", + ".code c", + "ĠPun jab", + "ĠSN P", + "l ol", + "adv ance", + "Ġcom fy", + "Json Ignore", + "Ġfashion able", + "ĠI CON", + "Ġor a", + "ĠP ricing", + "< num", + "ĠI RC", + "ER V", + "ĠMe in", + "ĠID ictionary", + "AD OW", + "is New", + "ĠDev on", + "at l", + "(request Code", + "ĉ PreparedStatement", + "IM PORT", + "Ġmar ital", + "_SELECT ED", + "get Response", + "ar Down", + "B V", + "ib Name", + "ĠP ATCH", + "ä än", + "Ġda ar", + "ĠFile Mode", + "Ġm arty", + ".Spring Application", + "c ene", + "amp oline", + "get Size", + "Rest art", + "æķ Ī", + ".project s", + "ĠEthi opia", + "Ġstatus es", + "T ION", + "(b g", + "ĠX unit", + "Temp orary", + "ĠEng agement", + "Ġx f", + "Ġprox ies", + "Ġgen esis", + "Pager Adapter", + "ĠSl ave", + "Ġsung lasses", + "ĠCh loe", + "Ġko ji", + "ad em", + "ĉ JSONObject", + "Î ³", + "Ġh ors", + "* w", + "ó r", + "es ch", + "Ġcritic ised", + "z ial", + "ĠSale m", + ".Vert ical", + "ĠR ash", + "> E", + "ter ing", + "/s creens", + "Ġheight ened", + "аÑĢ ÑĤ", + "Author ities", + "_b box", + "ün st", + ".font Size", + "ĠBO OLEAN", + "div ide", + "ĠSlo ven", + "uc er", + "Ù Ĵ", + "st ub", + "Ġnavig ating", + ": animated", + "_N OW", + "_v ect", + "} {Ċ", + "@ (", + "Ġtele com", + "Ġcontract ing", + "ĠAss ange", + "Ġextract ing", + "Ġgr ö", + "c obra", + ".D IS", + "Ġcr ab", + "Ġtw itch", + "Ġvert s", + "Ġreject s", + "ĉ format", + "Ġreg eneration", + ".S ys", + "s olve", + "ĉd ialog", + "sh i", + "m eter", + "(b est", + "valid ators", + "Ġon wards", + "Ġg uru", + "Ġmoder ator", + "ow ied", + "ex periment", + "r ub", + "Ġm qtt", + "ĠCa ucas", + "Ġnational ism", + "Ġm ange", + "ĉ ImGui", + "/ Edit", + "Ġin h", + "Ġint ellig", + "ero kee", + "ĉ export", + "Ġdiscrim inate", + "sub tract", + "ĠM oodle", + "ens er", + "ĠGuid es", + "R AP", + "-h ot", + "_gr p", + ".p icture", + "X A", + "Ġinit View", + "_Com m", + "Ġoverd ose", + "Ġ+ ĊĊ", + "ĠSil ent", + "show s", + "Ġinterpol ate", + "Form ation", + "Ġb isc", + "mark ets", + "( SC", + "Z e", + "ĠNetwork ing", + "Ġad renal", + "ĠG uns", + "ete or", + "Decl ared", + "orget own", + "Ġk arena", + "/ password", + "_address es", + "ITER AL", + "B uzz", + "ĠCon way", + "(c ase", + "P WD", + "he iro", + "( act", + "** čĊ", + "());ĊĊ Ċ", + "Ġan v", + "Ġ. .ĊĊ", + "(Menu Item", + "(m ail", + "_section s", + "ĉ net", + "Ġpl ut", + "Ġw rench", + "/ object", + "ĠI st", + "ĠV IS", + "/p ub", + "al ten", + "Ġguit ars", + "Ġantibiot ic", + "ï¼ ĸ", + " ¹", + "Ġ\" +\"", + "form ula", + "Ġbab es", + "ĠP rompt", + "Ġen im", + "/ player", + "ĉ ref", + "Ġby Äĩ", + "Ġconsum es", + "ĠH ast", + "ĠT ao", + "Ġ' ))Ċ", + "Ġcl am", + "Ġthigh s", + "Ġmot if", + "Api Operation", + "ĠW L", + "get C", + "ĉf lags", + "oint ments", + "Ġeconom ical", + "need le", + "x ls", + "pr actice", + "ut zer", + "time ofday", + "- output", + "Ġfind ById", + "ĠBudd y", + "Ðŀ ÑĤ", + "Se ven", + "ĠB ark", + "Ġenv oy", + "_al gorithm", + "åĪ ©", + "Ġball istic", + "ç§ »", + "r ades", + "ĉd oc", + "rodu cing", + "ĠE ating", + "Un mount", + "/data Tables", + "_b onus", + "Ġl itt", + "pp s", + ") localObject", + "per f", + "ĠHel vetica", + "sh utdown", + "/ ml", + ".t okens", + "ĠHard core", + ", row", + "/b g", + "Sc aler", + "âĢĶ as", + "_log its", + "âĢĻ int", + "ĉ App", + "Imp licit", + ".F printf", + "ET O", + "Ġterr a", + "Ġpossess ing", + ".r strip", + ", ),", + "= yes", + "ĠStr ipe", + "? =", + "ne utral", + ".g ood", + "Ġk ennen", + "ĠS ung", + "f ault", + "ystate change", + "Can adian", + "',' \".$", + "ĠM its", + "æ nd", + "ĠSTR UCT", + "ĠURL WithString", + "ĠCom pass", + "Ġ-- ĊĊ", + "ĠNS LayoutConstraint", + "| min", + "-ad just", + "Ġreb uilt", + "L IGHT", + "/ se", + "-m ount", + "vp n", + "valid ated", + "(Q Object", + "Ġign ition", + "ĠCharg ers", + "RYPT O", + "]initWith Frame", + "ĠFl uid", + "Ġcad re", + "Ġnomin ations", + "Ne ill", + "ĠH ou", + "Ġcurrent s", + "_g ene", + "(in p", + "Par is", + "z ÄĻ", + "ag gregate", + "Ġass oc", + "weet ed", + "err at", + "âĢĵ ĊĊ", + "Ġ'/ ',Ċ", + "fix ture", + "ĠH ighest", + "amb ient", + "Ġch mod", + "Ġcon te", + "Ġsens ual", + "Ġgar ment", + "z ers", + "ĠPower ed", + "dom ains", + "R eward", + "i omanip", + "Ġcock pit", + "out file", + "Ġbuilt in", + "Ġins isting", + ". vars", + "zip code", + "Ġ ����", + "f ails", + "Ġconsolid ation", + "_ oid", + "Plan et", + "Ġ= \",", + "ĉ el", + "UIL T", + "ät z", + "af ari", + "ĠMc Cl", + "Tim eline", + "Est a", + "Ġfr am", + "Y E", + "Ġcere bral", + "Of Month", + "ĠP regn", + "Ġкл аÑģÑģ", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĊ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĊ", + "ĠF res", + "Appro ved", + ".S pecial", + "ĠProtest ant", + "Ġallerg y", + "_p cm", + "ĉC opyright", + "Ġsuper Class", + "\" strconv", + "ĠMoh amed", + "Ġ' //", + "Fore Color", + "Ar thur", + "ĠJ ungle", + "Ġve ins", + "S ad", + "Ġback ups", + "ĠOp inion", + "û t", + "Ġinter mitt", + "ody n", + "ĠChrist ina", + "Ġand re", + "Ġevac uation", + "pa lette", + "h orse", + "ĠRes ident", + "ĠHass an", + ".N il", + "Ġa isle", + "ĠG rowing", + "Ġblog info", + "/s ql", + "_io ctl", + "Sc aling", + "ĠMon ad", + "_c pp", + "ĠH utch", + "ĠApple WebKit", + "Exp ense", + "_J OB", + "Ġpoint less", + "From Body", + "ant al", + "Ġdepict ing", + "ĠC ELL", + "Ġref in", + "ĠC NC", + "ì¹ ĺ", + "_dim ensions", + "ĠS AN", + "Ġa ft", + "Ġfoot steps", + "cc oli", + "_PH ONE", + "/m ath", + "-k ind", + "ĠMe ans", + "ich ael", + ".g una", + "Ġinaug uration", + "-dr iving", + "( delete", + "Ġtotal Count", + "_M C", + ".Ext ension", + "Com mercial", + "Ġz Index", + "< Customer", + "\" g", + "-sh are", + "Ġp act", + "ag ara", + "ĠS IL", + "_m odes", + "ĠM olecular", + "Ġsystem atically", + "< G", + "_s cr", + "ĠO ro", + "as ers", + "Ġb ic", + "Ġdest roys", + "PI PE", + ".Start Position", + "Ġc ủa", + "ire z", + ".B unifu", + "_F unction", + "Ġs ü", + "_f uture", + "ĠWe alth", + "ĠNatur ally", + "æĢ »", + "_y es", + "Ġabrupt ly", + "String Encoding", + "ĠCGPoint Make", + "Ġz h", + "Ġimp erson", + "Ġpiv otal", + "ĠSom alia", + "Ġsegment ation", + "_AN AL", + "ĠLogin Component", + "Cons ult", + "Ġtr uncated", + "] \";Ċ", + ".get Config", + "Ġintern ship", + "B aby", + "ê° ľ", + "Ġstrengthen ed", + "_M I", + "b asket", + "Ġnicht s", + "ĠTV s", + "ĠSh an", + "ãĤ µ", + "rac use", + ".Re LU", + "/ interfaces", + "ĠgetItem Count", + "Ġret iring", + "Ġspecial s", + "Ġentity Manager", + "bel ief", + "Ġs older", + "da ughter", + "ij kl", + "Ġutil izes", + ".f ixed", + "S U", + "Ġdr astic", + "Ġh acks", + "gr und", + "ĠM U", + "ĠSt arter", + ".Com ponents", + "_m otor", + "Gold en", + "Ġl odge", + "Ġ ));", + "ĠCor inth", + "иÑĩ еÑģÑĤво", + "ón ico", + "gre SQL", + "ĠFl uent", + "Ġmar c", + ".Load Scene", + ".Group s", + "Ġer h", + "ĠAut umn", + "St opped", + "Ġitalian o", + "Ġmin ions", + "ĠAssert ions", + "Ġm ux", + "B u", + "Ġ---------------------------------------------------------------- --------------------------------", + "ĉ up", + "read ystatechange", + "_M eta", + "Ġcurrent Date", + "ĠChap man", + "Und o", + "Se an", + "ap r", + "Ġpar m", + "_ icons", + "ĠSt a", + "á z", + "Ġsub division", + "Ġalter ing", + "P NG", + "ponent ial", + "Ġpost gres", + "ĠB DS", + "-ex istent", + "ĠBrad ford", + "ĠO MX", + "_W HITE", + "_PRO GRAM", + "q c", + "Ġtypings Slinky", + "ĠP ics", + "_M ETA", + "IT TER", + "_sub scription", + "IRON MENT", + "ĠHy undai", + "();ĊĊ ĊĊ", + "ĠØ ³", + "Ġj ac", + "Ġelimin ates", + ") });Ċ", + "Ġcomp rend", + "ĉ insert", + "_f aces", + "\"> $", + "Ġeb ay", + "Ġcapt ive", + "pl iant", + "ĠCalcul ates", + "ol ta", + "est ing", + "_re vision", + "Ġm ús", + "+ m", + "\",\" \",\"", + "WH AT", + "Ġcompassion ate", + "h arga", + "[ random", + "Ġmod ulo", + "(s n", + "Ġoccup ations", + "//// Ċ", + "ĉ board", + "ĠB alk", + "wi Äħ", + "ĠW ifi", + ".Pro file", + ":m aj", + "ĉm at", + "LOCK S", + "(j Button", + "Ġ(' $", + "M ur", + "æĮ ī", + "b ble", + "Ġf rog", + "-h ide", + "Ġbroad caster", + "ภŀ", + "ha led", + "Ġam using", + "_predict ions", + "_in tr", + "Ġe agle", + "аÑĤ елÑĮ", + "Ġget List", + "ps ilon", + "Ġcharacter ization", + "AR DS", + "Ġre location", + "Ġr ulers", + "P AY", + "ĠDef initely", + "_A ction", + "Ġclos ures", + "Ġfact ual", + "odyn amic", + "Ġpreca utions", + "nie j", + "ĠPart ies", + "ĠSub aru", + "Ġcous ins", + "ar beit", + ".m oney", + "gun ta", + "( and", + "get item", + ".Style Priority", + "Ġsl id", + "single ton", + "Ġg arn", + "ĠP AS", + "Ġd azz", + "a ż", + "Ġbog us", + "ĠM og", + "Ġrival ry", + "is ol", + "Ġland marks", + "ñ as", + "B ern", + "ĠSach s", + "Ġ\" )ĊĊ", + "Ġhost ility", + "_m ex", + "m ere", + "M ot", + "p ictureBox", + "Def ense", + "Ġaffid avit", + "other wise", + ".d irectory", + "_ UnityEngine", + "-b log", + ".s kin", + "ph em", + "Ap ellido", + "er chant", + "[ class", + "Ġw art", + ".\" [", + "ale ur", + "/ back", + "ĠĠĠĠ ĉĠĠĠ", + "Ġprecip itation", + "Ġob struction", + "Ġp Obj", + "Ġr upt", + "UCK ET", + "ay e", + "æİ Ĵ", + "g x", + "Ġe cl", + "Ġsecre cy", + "/ Header", + "ĠLes b", + "Ġle i", + "ĠBullet in", + "Ġgive away", + ".H ome", + "_RO OM", + "\" W", + "Ġcow ork", + "_ ra", + "ĠC ycling", + "ĠP aw", + "Ġpup il", + "/ arch", + "ĠFile Utils", + "é¦ ĸ", + "r sp", + "Ġfreed oms", + "ĠL ear", + "}` ).", + "Ġbow ls", + "/b lock", + "_log ging", + "Ġmeth ane", + "Ġhorn s", + "Ġwonder fully", + "Ġalter ations", + "Ġex ile", + "ls en", + "_p ause", + "_L ANGUAGE", + "ĠUS DA", + "_m ysql", + "_AM OUNT", + "ĠL IFE", + "Ġyoung sters", + "Ġri ots", + "[ E", + "Ġun forgettable", + ", },Ċ", + "Dis posed", + "ĠAss assin", + "UN G", + "ĠNew sp", + "User Service", + ": aload", + "+ ',", + "Ġsett lers", + "Ġscre ams", + "Ġincon venience", + ".R otate", + "Ġj ars", + "ĠP uzzle", + "Ġm est", + "ars i", + "ĠSh arma", + "| (", + ".d s", + "ĠSac red", + "_e vt", + "Ġexpress es", + "Ġh och", + "ĠD uch", + ".c alls", + "th r", + "ĠShe ffield", + ".Alert Dialog", + "Ġrad ically", + "Ġtr ous", + "Ġprev ailing", + "ĠWW II", + "âĢĻ n", + "ens ely", + "ĠY esterday", + "ĠSir ius", + "Ġkill ers", + "ĠF FT", + "Ġo val", + "') :čĊ", + "Ġìłķ ë³´", + "our age", + "ĠCheck box", + "Work book", + ".def er", + "_f loor", + "Ġc ouncill", + "Ġnors ke", + "mo il", + "ore a", + "Ġmarket ed", + "_S UR", + "x AA", + "Ġst ained", + "e ut", + "ĠM eng", + "Ġi eee", + ". extern", + "eg ie", + "Ġr app", + "ĠPy ongyang", + "' class", + "M ob", + "Ġinitial Value", + "_w ave", + "Ġj ab", + "Ġmascul ine", + "Ġampl ifier", + "Ġt ty", + "Path Component", + "_ xt", + "ĠG FP", + "/ sec", + "ĉdis patch", + "mark down", + "ĠS chn", + "bo le", + "· ·", + "mouse move", + "Ġerr Msg", + "Ġas ign", + "_m ono", + "To Selector", + "ĠZ u", + "(R ect", + "ĠError Code", + "lat in", + "ang ible", + "v tk", + "CG Size", + "P okemon", + "Ġclass mates", + "Ġattract s", + "ĠT atto", + "ult an", + "ol óg", + "Ġhalt ed", + "ठ¨", + "ĠK art", + "Ġ ue", + "_Init Structure", + "Test Class", + "ĠAir bnb", + "_ \",", + "Ġchar coal", + "Ġip c", + "ĠSt retch", + ".g lide", + "lates AutoresizingMaskIntoConstraints", + "Ġpot ion", + "ITT LE", + "Ġcount ert", + "_h d", + "pre pared", + "Ad s", + "ĠV ampire", + "rob ots", + ".Create Index", + "Status Label", + "Ġt ucked", + "af ür", + "U t", + "Ġswe ater", + "_F N", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĉ", + "ata ka", + "Ġeyeb rows", + "ac oes", + "ud en", + ".LinearLayout Manager", + "Ġsw ay", + "Ġmult in", + "() )))Ċ", + "ĠNS UInteger", + "ĠMy Base", + "Part ner", + "uts chen", + "ĠC ater", + ".setBackground Color", + "Ġaccompl ishment", + "_pro blem", + ".d td", + "Ġpage Number", + "Ġj ackets", + "Ġcro pped", + "u els", + "ĠH ep", + "Ġc apped", + "* Math", + "_callback s", + "Ġpub b", + "ĠBrun swick", + ".res pond", + "[\" _", + "Ġbed ding", + "hyth m", + "O X", + "(s peed", + "Ġpestic ides", + "Ġ---- ---", + ".Bl ue", + "Ġnood les", + "ĠGo es", + "Ġs aver", + "o xy", + "_com pletion", + "ĠSw inger", + "Ġget Date", + "Ġmind ed", + "int egration", + "ĠLot us", + "(st op", + "(', ');Ċ", + "Ġflood s", + "ĠWork flow", + "Ġerupt ed", + "Mac ro", + "ĠSau ce", + "Ġevent Name", + "\\ Input", + "Break ing", + "ĉ when", + "_p w", + "IND ER", + "ĠWell ness", + "Ġvox el", + "ĠM ell", + "ĠM EDIA", + "SE NS", + "ĠFund s", + "ĠM ild", + "< Array", + "- this", + "ump ed", + "/f w", + "ĠDb Context", + "W I", + "girl s", + "H OW", + "'); ?>Ċ", + "Ġtempt ing", + "Ġtest ament", + "Ġb ible", + "Ġconsult ed", + "ĠIndex Error", + "è¨ ĺ", + "Ġkey pad", + "izz o", + "( ok", + "Ġwhats app", + "ĠRemote Exception", + "Ġteam ed", + "âĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶ âĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶ", + "» ,", + "Ġget Time", + "di ag", + "iss y", + "Ġh ed", + "Ġkn ots", + "j om", + "Ġfun nel", + "-m ails", + "Ġexport ing", + "ĠV L", + "ĠK arn", + "ĠBuddh ism", + "ĠAll an", + "_R ADIUS", + "Ġw ording", + "ĠFor get", + "ĠCor ona", + "ip hy", + "Ġlim burg", + "ugg y", + "ĠUser Repository", + "im in", + "(e le", + "Ġlabel led", + "ç¤ ¾", + "ĠH erman", + ".q q", + "Ġ\" ));Ċ", + "ie ber", + ".Trans late", + "ry n", + "Ġdes env", + "um d", + "Sim ply", + "ĉm ode", + "R pc", + "ĠVal encia", + "Ġstaff ers", + "Ġsel v", + "ĠSpi ke", + "Ġdel ic", + "Ġer u", + "_D T", + "J udge", + "á» ķ", + "ĠBas in", + ".m utable", + "\" url", + "Ġtar iff", + "ĠSlee ve", + "Ġfl are", + ".drop out", + "Ġbr ides", + ")) ,čĊ", + "_con straints", + "de struct", + "Out line", + "Ġdisappe ars", + "_lock ed", + "ĠNS LocalizedString", + "ck e", + "ĉ null", + "ad resse", + "Ġto pping", + "ĠJ oker", + "b ishop", + "но ÑģÑĤÑĮ", + "and ering", + "_ amp", + "= time", + "_S pace", + "_P ULL", + "' =", + "Ġant iqu", + "Ġc ach", + "___ ĊĊ", + "ON ES", + "о Ñı", + "Ġun read", + ".p olicy", + "oooo oooo", + "ëŁ ¬", + "Ġu sted", + "ĠRe ce", + "Ġal lem", + "ãĥ¼ ãĤ¹", + "ĠThought s", + "ve illance", + "istr ate", + "_l ane", + "Ġfam ed", + ".Get Name", + "Ġsmo other", + "ĠQual ified", + "az ers", + "_ geo", + "F ax", + "ĠM inds", + "ĠR aises", + "Ġtrans cripts", + "Con versation", + "Ġremark ed", + "ëĤ ĺ", + "d ling", + "Ġdeploy ing", + "Ġshared Application", + "Ġk p", + "FontAwesome Icon", + "_d ummy", + "reib en", + "ĠJane iro", + "Direction s", + ".get Bean", + "s ass", + "Ġcommand ers", + "v ation", + "error Code", + "ĠAl loy", + ".local ized", + "Ð ij", + "Ġdish washer", + "ĠSou p", + "N u", + "_D efault", + "Ġune ven", + "Ġ/> \";Ċ", + "-B ased", + "Ġseam lessly", + "- null", + "ĠX C", + "Ġst ew", + "(d elay", + "AT ORS", + "ĠWhe eler", + "\" H", + "e ast", + ". air", + "âĢľ But", + "Object Context", + "success fully", + "_l and", + "Ġfold s", + "_CO ORD", + "Ġsub po", + ".get Address", + "in str", + "Material s", + "Ñĥ ÑģÑĤ", + "de posit", + "-l ast", + "_GR AY", + "= find", + "Ġmut ant", + "Ġlesb ienne", + "let cher", + "RO UGH", + "ure ka", + ".c apture", + "Ġen n", + "Ġ([ [", + "ĠFl u", + "Ġtask Id", + "ĠHus sein", + ".f older", + "Ġa usterity", + "ISTR ATION", + "_ Impl", + "注 æĦı", + "Ġdec ree", + "- chat", + "Ġimp lication", + "Ġguess es", + "ul kan", + "An alytics", + ". plus", + "COM MAND", + "е ли", + "» ĊĊ", + "_S ITE", + "Ġequal To", + "Support FragmentManager", + "ĠRec ording", + "å®Į æĪIJ", + "Ġbag gage", + "Ġpitch ers", + "ĠE h", + "o que", + "ĉc nt", + "Ġ=> $", + "/ foo", + "IR A", + "ĠSat ellite", + "bor ah", + "Ġ}} \"Ċ", + "ĠEnd s", + "ĠSpr ay", + ", param", + ".Ch rome", + "* q", + "th ought", + "ibr ated", + "Ġth ieves", + "Ġbenefici aries", + "Enter ed", + "ottes ville", + "Ġveter in", + "By ID", + "qu ipe", + "um ption", + "- unit", + "Execution Context", + "@ s", + "ĠG iov", + ".Tool Tip", + "_f riend", + "( attributes", + "Ġdump ing", + "ĠJ C", + "_D OCUMENT", + "ĠArm our", + "( insert", + ".Horizontal Alignment", + "ĠQ ed", + "ãģĦ ãģ¾ãģĻ", + "/g it", + "ĠY YYY", + "ĠCard iff", + "Ġap a", + "organ ic", + "ĠWhere as", + "Ġæ Ŀ", + "ĠM ia", + "Ġdemol ition", + "Ġsc ars", + "Ġp ai", + "Ġre tries", + "Ġr q", + "ĠDen is", + "( Utils", + "Ġallev iate", + "ĠP IC", + "id ue", + "Ġacknowled ging", + "Ġ// ////////////////////////////////", + "ç¡® å®ļ", + "Ä «", + "\\ Json", + ".b inary", + "Ġx type", + "sign als", + "ĠAp pearance", + "& r", + "} s", + "C i", + "ĠI llum", + "por ate", + "h og", + "Ġindex Of", + "\\ Command", + "_par allel", + "ĠSher lock", + "í ĥ", + "Ġ\" \")čĊ", + "//////////////////////////////////////////////////////////////// ////////////////////////////////", + "Ġcritic ize", + "ĠSo ap", + "ĠMatch er", + "Ġgr illed", + "* T", + "Ġad ore", + "ull ing", + "Ġjed och", + "_ref s", + "lean up", + "ĠJ AXB", + "Ġro ses", + "ĠL iam", + "size i", + "Ġget char", + "Ġtar de", + "-to oltip", + "Ġqual ifier", + "ĠInter mediate", + "_W indow", + "ĠMal ta", + "Dis connect", + "ew here", + "Camp o", + "Ġirr ational", + "led o", + "ĠD N", + "ARG V", + "Ġout ro", + "Ġth irteen", + "Jose ph", + "M AR", + "/g l", + "J ess", + "ĠPsych iat", + "Ġpadding Bottom", + "- loop", + "/ fonts", + "_se en", + "Te ams", + "React DOM", + "(m an", + "(x path", + ".get SimpleName", + ">( *", + "ĠP vt", + "Ġel ders", + "Ġp ies", + ".user Agent", + "- region", + "ĠGree ks", + "(f ragment", + "st u", + "Ġcouncil s", + "Ġst amina", + "ĠGod dess", + "è ¥¿", + "Ġphilosoph ers", + "Ġpers one", + "ĠL ose", + "ĠCL R", + "ĠD ocs", + "Ġso ak", + "ĠHOLD ER", + "Ġb ells", + "hash Code", + "R ATE", + "_WE IGHT", + "in ous", + "end ra", + "oph obic", + "Ġpro se", + "Ġfin ely", + "/o auth", + "(s pace", + "ad ge", + "ĠM ama", + "Ġstring Buffer", + "Ġst int", + "Ġmis ma", + "Ġvill ains", + "ĠCrime a", + "Ġdipl oma", + "Ġпо Ñģл", + "ĠBe a", + "(j oin", + "Ġíķ ´", + "CH AT", + "per ing", + "ĠC ros", + "Ġmon keys", + "Ġpred s", + "yl a", + ",, ,", + "Ġvibr ator", + "ĠN U", + "åħ Ī", + "f ant", + "z et", + "Ġb ietet", + "un ft", + "sw orth", + ".F low", + "Ġpsy ched", + "ĠContin ental", + "> t", + "Ġqu ilt", + ". UP", + "Ġexpans ive", + "Dis pose", + "(l anguage", + "C aps", + "_Z ONE", + "Ġrec ycle", + "ĠMan aged", + "current Color", + ".b roadcast", + "sign In", + ".p rom", + "ll u", + "ue blo", + "Ġpunch es", + "Ġautom at", + "Ġassign ing", + "Ġcreate User", + "ĠAll ied", + "Ġconduct or", + "Ĥ ¨", + "Ġs addle", + "Ġd ni", + "omed ical", + "-W est", + "Positive Button", + "Ġit alic", + "? [", + "(tr igger", + "Ġele phants", + "\":\" \",\"", + "Ġcal iber", + "raft ed", + "d igits", + "Ġmar shal", + "mill iseconds", + "mark ers", + "m om", + "/ place", + "Ġhol istic", + ": t", + "# ,", + "Ġb oto", + "Ġnause a", + "ĠSh ooting", + "ite ch", + "Ġtext Status", + "< Class", + "ĠDes cribe", + "Ġbuff et", + "g il", + "Ġlog its", + "std call", + "mod s", + "ĠSk ull", + "ĠB are", + "h ope", + "ĠIn tr", + "F air", + "ĉ pt", + "Ġacompan h", + "Ġf kk", + "_r pc", + "Inst alled", + "_ ans", + ".get Minutes", + "âĢ¦ \"ĊĊ", + "- thread", + "Ġpres chool", + "AIL S", + "Ġdiff ic", + "( convert", + "ĠN ath", + "ĠDO J", + "Ġreg imes", + "Ġenthusi ast", + "Ġwarrant ies", + "Ġfasc inated", + "_b inding", + "_N ot", + "oft en", + "_R W", + "/m ail", + "Ġtitle Label", + "Ġvill agers", + "ĠJ iang", + "Ġsw agger", + ".Row Index", + "_img s", + "rap y", + "VER AGE", + ". Up", + "Ġno op", + "c io", + "ĉ ST", + "Ġdecre ment", + "Ġmagn esium", + "_ rotate", + "S it", + "Ġnieu we", + "Ġter med", + "íķ ©ëĭĪëĭ¤", + "Ġur g", + "_t ouch", + "Ġsw arm", + "Ġcl ave", + "th est", + "ĠL af", + "H X", + "ĠH ulk", + "Ġplaint ext", + "ĠSof a", + "get Session", + "L ed", + "Ġecosystem s", + "he i", + "ĠK ills", + "Ġhus bands", + "Ñħ ÑĢан", + "(d om", + "_t iles", + "Nib Name", + "Ġdon ating", + ". acc", + "Ġlifes pan", + ".b n", + "_RG CTX", + "æ ¥", + "ans en", + "Ġmod elling", + "Layout Params", + "ĠonChange Text", + "rs a", + "- location", + ".P e", + "(b us", + "(s ong", + "Ġprodu k", + "ĠSH OULD", + "ĠC J", + "Ġs os", + "ĠHome Controller", + ".load ed", + "(D ocument", + ".s ocial", + "t iles", + "Ġl ame", + "= df", + ".parse Long", + "Ġpr ac", + "Ġdet ox", + "ĠV E", + "Ġpunt os", + "Ġdo ctr", + "Ġan cor", + "CA PE", + "Ġc mb", + "çĦ ¶", + "*) \"", + ":// /", + "Value Type", + "Ġmort gages", + "; q", + "ĠRock ets", + "s port", + "UG C", + "ct s", + "ãĤ ģ", + "ie ur", + "ĠAppe al", + "(n b", + "//////////////////////////////////////////////// ////////", + "IM ATION", + "ĠC res", + "ĠMan ip", + "C ause", + "at ypes", + "man ufacturer", + "# ----------------------------------------------------------------------------", + "Ġsp or", + "es on", + "Ġpun ched", + "Ġbook marks", + "ĠBul k", + "Complete Listener", + "ĠTalk ing", + "ĠEr nest", + "Ġrub bish", + "k ills", + "ĠDE FIN", + "Ġneighbour ing", + "ar lo", + "ĠP CA", + "ĉm atrix", + "lo k", + "Ġat las", + "ĠG ur", + "Ġw yn", + "-n egative", + "Ġt ul", + "Ġre lic", + "ĠV oltage", + "ĠPre is", + "ĠJ NICALL", + "ĠPM ID", + "ak et", + "ĉ attr", + "Ġet iqu", + "ĠM J", + "ĠG mail", + "cl r", + "_exec ution", + "éĶ ®", + "pos itor", + ". af", + "N r", + "Ge orgia", + "Top ology", + "Ġperch é", + "Ġmus lim", + "Ġepid emi", + "Ġsab ot", + "act us", + "Ġë ĮĢ", + "ĠIO Error", + ". est", + "p refs", + "ĠKr ish", + ".Read Key", + "NAS A", + "u ção", + "_D b", + "umer ator", + "W ide", + "(st atement", + ".end point", + ".... .....", + "Ġ[ *", + "stream s", + "m time", + "P x", + "at r", + "Ġt pl", + "R oman", + "Ġscen ic", + ".n z", + "ĠSe conds", + "sub menu", + "Ġìĭ ¤í", + "_b undle", + "Ġde ÄŁ", + "ĠS isters", + "pre ferences", + "Ġport a", + "Ad visor", + "max Length", + "ĠG REAT", + "__ (Ċ", + "ole st", + "ĠLabel s", + "Ġen fer", + "ĠĠĠĠĠĠ ĊĊ", + "ĠThe ft", + "_F ILL", + "ĠW ise", + ") application", + "un ami", + "> ())Ċ", + "ADD RESS", + "B ST", + "et zt", + "ĠQ gs", + "S ense", + "Exception Handler", + "ĠCh u", + ".get OwnProperty", + "Ġexerc ised", + "iot ic", + "ĠRe leases", + "Ġp interest", + "ol ie", + "is oft", + "Ġsequ encing", + "Ġpad re", + "] ));čĊ", + "(r adius", + ".m ed", + "aint ies", + ".Object Model", + "Ġem ple", + "Ġseg uro", + "St ars", + "Ġqual itative", + "lem n", + "á» ±", + "> \").", + "Ġg x", + "-c ert", + "ĠAST M", + "Ġfull name", + "Ġte lemetry", + "ĠCamb odia", + "_ ul", + "ĠCl are", + "C USTOM", + "Q C", + "ĠUn s", + "ĠHTTP S", + "ĠPark inson", + "ancy box", + "',' .", + "T ue", + ".get Last", + "Ġab i", + "Äħ d", + "A st", + "ĠEd iting", + ".Un ity", + "j mp", + "Ġm ats", + "Ġshared Preferences", + "Capt ain", + ".page Size", + "Ġr tl", + "Ġan meld", + "Runtime Object", + "Ġdemand e", + "(\" ;", + "se ite", + "-head ed", + "ĠK ra", + "ĠF ONT", + "` \\", + "Class NotFoundException", + ". avg", + "atic al", + "A j", + "Ġpermit ting", + "Pro j", + "ERR Q", + "Ġcre ampie", + "ĠBuy er", + "-mod ules", + "ĠSund ays", + "| `Ċ", + "Ġday time", + "Ġ+ (", + "Ġgl itch", + "ĠOper and", + "Ġtox ins", + "iny a", + "D NS", + "ĠS as", + "C ake", + "ĠNation als", + ".add To", + "Ġs inking", + "Ġcompreh ension", + "Ġsc or", + "ag ements", + "Ġt ard", + "Ġmarch ing", + "ĠM TV", + "Ġs ane", + "Create Info", + "Ạ¯", + "Ġend Index", + "ĉ layout", + "ĠåIJ į", + "S ITE", + "ĠT HERE", + "Ġ[ {'", + "opath ic", + "Ġtrans mitter", + "/ body", + "Ġp und", + "ĠC losing", + "Ġset attr", + "Ġbound ed", + "At las", + "sum ing", + "(t imes", + "par er", + "yn om", + "fe it", + "Ġf rem", + "- leg", + "ĠBr as", + "> #", + "Ġì¶ ľëł¥", + "ĠIN STANCE", + "ĠC ouch", + "_host s", + "lik elihood", + ".M arker", + "ĠM asks", + "Ġcere al", + "util ities", + "Ġelement al", + "Ġdist orted", + "in active", + "c ry", + "W L", + "UPPORT ED", + ".Th rows", + "/s chema", + "ser ie", + ".\" ',", + "ĠBened ict", + "-p icker", + "ig gs", + "ĠPir ate", + "åij¨ æľŁ", + "ĠTh ema", + "ĠSouth ampton", + "Ġarray With", + "ĠPaul a", + "Ġpredict or", + "- Ass", + ".user id", + "Ġper i", + "Ġexagger ated", + "ur ate", + "arse ille", + "ĠCon cent", + "ĠP ik", + "Ġ@ _;ĊĊ", + "Ġform ations", + "Ġden omin", + "\"/> .Ċ", + "ended or", + "Ġpan cre", + "Ġam t", + "Ġon Resume", + "on Delete", + "ĠB CH", + ") (\"", + "m ovement", + "Ġpot assium", + " čĊčĊ", + "ĠMah m", + "} \";ĊĊ", + "Ġd q", + "ĠPublish ers", + "ĠAm pl", + "ĠDani elle", + "Ġt ern", + "èµ ·", + "no ÅĽÄĩ", + "e in", + "ĠAsync Storage", + "un ger", + "rou w", + "Ġsc issors", + "/ assert", + ".b ucket", + "/ archive", + "_M an", + "Ġint oler", + "Ġ() =>", + "ĠÐĴ Ñĭ", + "Ġsa i", + ".x y", + ".\" čĊ", + "Ġur inary", + "es ub", + "IST ICS", + "ĠÎ º", + "Ġcompl iments", + "Ġtypings Japgolly", + "ih ar", + "Exp ansion", + "ĠS erving", + "_st udents", + "ĠX BOOLE", + "( il", + "Ġì² ĺ", + "Ġj ó", + "(t ol", + "( JS", + "ĉC G", + "ĠD RAW", + "tw ig", + "Ġo at", + "_sm ooth", + "ĠC SL", + "Ġos ob", + "Ġens uing", + "Ġbank er", + "ĠBack pack", + "_p ing", + "Ġwish list", + "= ax", + "ĉĠĠĠ Ċ", + "Dis ney", + "stead y", + "\"> %", + "Ġproph ets", + "ĠZ X", + "Ġminimal ist", + ".PL AIN", + "Se attle", + ". ordinal", + "ĠPI PE", + "Ġret orna", + "Ġjug ador", + "ĠB ret", + "ĠâĶ ľ", + "Ġpl ush", + "UL ATOR", + "Sort ing", + ".grid y", + "ect omy", + "_ activ", + "r ack", + "Inter active", + "ĠAntar ctica", + "Ġv engeance", + "en so", + "_k nown", + "up plier", + ".Mod ules", + "ĠConnection State", + "éļ IJèĹı", + "@ FindBy", + "Ġpl acer", + "\\ model", + "< ()>", + ".is Successful", + "-g ood", + "b z", + "ĠDr aco", + "Ass istant", + "-ex tra", + "аб лиÑĨ", + "Ġhyp ocrisy", + "Ġt st", + "ĠA gr", + "$ txt", + "Ġlog istic", + "lic ensed", + "ĠH of", + "Ġt at", + "( iv", + "Ġinto xic", + "post Id", + "_st rike", + "Ġhum iliation", + "pc odes", + "\" sync", + "(rec ipe", + "+ N", + "rent e", + "ĉ Client", + "ycop g", + "ĠZur ich", + "ĠPro files", + "C ountries", + "Ġp ict", + "Ġroll out", + "requ encies", + "Ġpatch ed", + "Ġcar tridges", + "Ġsh ading", + "J ar", + "Ġsalv age", + "ĠTax es", + "Ġstand by", + "apor an", + "E igen", + ". angular", + "ĠN ested", + "äº «", + "Ġis Visible", + "ĠDw ight", + "_BR ANCH", + ".D elay", + "Ġk end", + "Ġfacilit ated", + ".flat Map", + "Ġs anta", + "ĉS end", + "/m essages", + "Ġof Type", + "ĉs wap", + "# plt", + "ĠTur ks", + "N ES", + "Ġprogress ively", + "ĠRes idence", + "ĠT REE", + "Ġno en", + "d io", + "Ġn elle", + "Ġsog ar", + "itt i", + "week ly", + "Ġambigu ity", + "_Set tings", + "W are", + ".ne o", + "_D ST", + "Ġæĸ ¹", + "pre p", + "lob by", + "@ email", + "/m ovie", + "Ġfun kc", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ", + "ÂŃ s", + "Ġguard ians", + "- pos", + "Ġconfig uring", + "ĠC PS", + "ĠDe us", + "Ġvidé os", + "_ empresa", + "Ġsl apped", + "< Model", + "Ġunders cores", + "U h", + ".access Token", + "SET S", + "ĠS parse", + "ĠCal d", + ": path", + "ĠS ervers", + "= batch", + "Ġkn itting", + "Ġx a", + "Ġsearch Bar", + "Ġsn ag", + "Ġinf used", + ".b am", + "le ver", + "Ġtax onomy", + "à İ", + "Ġatt aching", + "Ġh ern", + "_N OP", + "Click able", + "(P arse", + "ĠDynam o", + "-b uilder", + "Ġdere g", + "Ġsc attering", + "è¿Ľ è¡Į", + "an zi", + "ĠShe pard", + "\"> ',Ċ", + "_X DECREF", + "ĠBuzz Feed", + "_M ARGIN", + "P LOY", + ".sm all", + "Ġm imeType", + "Ġh olog", + "ĉc amera", + "li as", + "Ġsusp ense", + "ody nam", + "b au", + "Ġgrave yard", + "_n amed", + "\":\" '", + "Ġ******************************** ****************", + "Ġgame Over", + "ĠLENG TH", + "ĉs creen", + "Ġdo InBackground", + "_depend encies", + "Ġr tc", + "/ up", + "_ ROM", + "H all", + "Ġdef iciencies", + "( te", + "' #", + "_e quiv", + "Ġpre order", + "ĠA xe", + "ом Ñĥ", + ".send File", + "Ġfil t", + "ĠLim its", + "ĠCaval iers", + ".dis count", + "âĨ IJ", + "ĠW it", + "QRST UV", + "Ġi j", + "Ġt egen", + "Ġ: \",", + "diff iculty", + "p unkt", + "ĠEmail s", + "ch lor", + "(f un", + ".U int", + "ĠSt all", + "_ verified", + "u D", + "File Type", + "Ġple asures", + "Ġjud iciary", + "Ġsh am", + "ip ur", + "_PL US", + "off ers", + "( foo", + "_G T", + "ĉc ore", + "ENT ION", + "ĠLib eration", + "Command Line", + "_de partment", + ".A r", + "_ne ighbor", + "ĠSub mitted", + "ĠĊ", + "Ġdro its", + "Ġhomosexual s", + "Ġab duction", + "ĉw idget", + "$ headers", + "ĠD AR", + "Ġfl a", + "th reat", + "Ġlou is", + ".Get Property", + "\" Just", + "(f rames", + "ry o", + "prof ession", + "| i", + "íķ´ ìĦľ", + "(s v", + "Ġun recognized", + "I onic", + "F ashion", + "Screen State", + "ĠIn coming", + "Not Nil", + "Ġsync ing", + "em ie", + "Ġtherm o", + "_pro cs", + "Ġincons istency", + "rel igious", + ".m j", + "Ġperson n", + "Ġmoment os", + "or arily", + "Ġæ Ĭ", + "_ne urons", + "Ill ustr", + "im oto", + "il ik", + "ĠW oj", + "Tr ading", + "Ġapp are", + "Ġentre prises", + "ach at", + "Ġ ¬", + "Ġne igh", + "BUTTON DOWN", + "ĠMah er", + "ag han", + "-h ash", + "\" f", + "Ġclient ele", + ".add Button", + "ĉ SP", + "Q i", + "Ġgr ated", + "POS ITE", + ": >", + "ĠHow ell", + "ĠCompar ative", + "ĠIS C", + "ÂŃ i", + "O cean", + "D avis", + "ĠFil me", + "W ins", + "ĠJ IT", + "oc cer", + "ĠC orm", + "ENCH MARK", + "rch ive", + "ica ção", + "Ġm ata", + "Ġchild birth", + "ĠOption ally", + "En s", + "Ġx http", + "Ġel ucid", + "_Osc InitStruct", + ")) ):Ċ", + "Ġint uit", + "ĠDon ate", + "Ġcorrel ates", + "> Delete", + "Ġequ ipe", + "Ġb oca", + "Ġinfl atable", + "er ah", + "ĠDateTime Kind", + "Ġcal ves", + "\\ Lib", + "Ġem lrt", + "ĠTr ilogy", + "ĠP anc", + "ĠD uis", + "ĠpelÃŃcul a", + "WAR DS", + "_DE TECT", + "-section al", + "dh cp", + "For Row", + "-de struct", + "ĠPres enter", + "/s lick", + ", on", + "ĠCit adel", + "logged in", + "_sub type", + "Ġsig ue", + "Ġc uring", + "ĠFire wall", + "Ġfluores cence", + "ĠItal ians", + "иÑĤ ÑģÑı", + ".get Style", + "In Seconds", + "j ie", + "-S mith", + "Ġx link", + "Ġsub missive", + "он ÑĤ", + "arbon ate", + "ĠF aul", + "_go als", + "ĠCommission ers", + "chart Instance", + "_POST FIELDS", + "Ġmed ial", + "Ġman os", + "Ġdel t", + "sv m", + ".Ap is", + "ep hy", + "Ġasym pt", + "Ġapp Delegate", + "Ġimpro bable", + "ck a", + "sim d", + "/ Error", + ". âĢĵ", + "ĠP TS", + "de er", + "Ġs ina", + "m agnitude", + "ID ADE", + "'] }'", + "Ġmay ores", + "ĉ comment", + "/ console", + "\" @", + "v olt", + ".s ell", + "ĠM acy", + "Ġmel od", + "Ġim ágenes", + "_ch g", + "Ġin out", + "ident e", + ") '),Ċ", + "d ni", + ".b lob", + "Ġtyp ography", + "Ġe erie", + "_O ID", + "pes an", + "aj an", + "Ġch opping", + "Ġbl uff", + "ad f", + "_b ases", + ".Form atter", + "Ġ\\ %", + "ĠPage Info", + "Car rier", + "ĠCal ibration", + "com o", + "-b odied", + "Ġfinanc ier", + "ĠIN A", + ". ERR", + "Ġhood ie", + "ĠSan ity", + "gu arded", + ".opend aylight", + "ISM ATCH", + "High lights", + "ün k", + "ani em", + "anger ed", + "assign ments", + "Ġregistr ado", + "ĠU PPER", + "ampil kan", + "ash ire", + "ĠNik ola", + "ĠC FL", + "ĠH DC", + "Ġp oids", + "ĠIP s", + "Ġprevent ative", + "ips oid", + "if ix", + ".c amel", + ".g a", + "V olumes", + "- ste", + "Y ahoo", + "_s ibling", + "H ighest", + "opt group", + "Ġkvin na", + "âĢĿ ãĢĤĊĊ", + "ĠAppl iances", + "Ġ\" ><", + "') \")Ċ", + "ht t", + "ĠIdent ified", + "Ġpenc ils", + "Ġmember Id", + "Ġappend String", + ".load Data", + "Ġmock Mvc", + "Ġj ub", + "ĠSl ut", + "ĠTai pei", + "st att", + "Pol it", + "Ġpart ager", + "Did Change", + "Incre ases", + ") }.", + "ĠB aba", + "_CL IP", + "[ unit", + "Ġк лÑİÑĩ", + "Ġalc uni", + "ĠL ola", + "Ġcl inging", + "@ PostMapping", + "(con cat", + "Ġss id", + "ĠFa uc", + "ok it", + "ĠRecord ed", + "á lez", + "($ ('<", + ".assertIs Not", + "Ġk ali", + "V olt", + "Ġwarm ly", + "Ġsca res", + "get ti", + "füh rt", + "_d oes", + ". EMAIL", + "im ations", + "Ġspring fox", + "ĠDec om", + "arc y", + "Ġgl itches", + "ĠM off", + "ĠV oll", + ".b etween", + "Ġcoord en", + "ĠPart icularly", + "GB P", + "Ġsem ble", + "East ern", + "_M SB", + "]) {čĊ", + "m organ", + "ĠE VAL", + "d ere", + "HO USE", + "mo ire", + "ist ique", + "_l stm", + "-com mit", + "yster ious", + "Ġtw ink", + "-th umbnails", + "en ÃŃ", + ":' ',", + "Ġblack out", + "ĠFlo ors", + "Ġso fas", + "Ġou i", + "lesh oot", + "ĠRa q", + "- abs", + "Ġk ra", + "M ining", + "sha ft", + ".set Columns", + "Cl azz", + "PRE TTY", + ".play list", + "éĸ ¢", + "-Sah aran", + "M ING", + "ĉ bl", + "è® ®", + "j f", + "DO CKER", + "hope fully", + "( ignore", + "ĠUsers Controller", + "ĠMitar beiter", + "ĠL ES", + "Ham ilton", + "-m etadata", + "ĠK K", + "ikt ig", + "Ġwoll te", + "egr ator", + "] bool", + ", current", + "Ġvalue Type", + "Ġexcav ation", + "ol and", + "Ġv erv", + "/file path", + "Auth Provider", + "Ġpro crast", + "ĉ ULONG", + "_MEM BERS", + "Ġup lift", + "ĠAut onomous", + "Ġart works", + "ĠOut reach", + "Ġp ore", + "Home page", + "Dialog Title", + "ĠGener ating", + "PAR SE", + "Ġsem anas", + "Ġhuman o", + "JSGlobal Scope", + "Ġvol te", + "Ġb ella", + "(is instance", + "Ġpl c", + "\\C atalog", + "Ġeste emed", + "éĽ ·", + "(s uffix", + "Ġswe eps", + "ĉ ORDER", + "Ġdo ivent", + "ĠSw arm", + "ĠComp iled", + "get Page", + "AD R", + ".R ichTextBox", + "ĠN aming", + "ag ged", + "ĠG ANG", + "r asing", + "ode led", + "Ġg ala", + "ĠJS Name", + "dd f", + "Ġill ust", + "ĠLans ing", + "[ port", + "-de ath", + "Ġdin heiro", + "ĠE ighth", + "Ġb ian", + "st Ã¥", + "Ġvers ión", + "ĠLinear Gradient", + "ĠHard ing", + ". *)", + "ec zy", + "$ header", + "Ġv Ã¥r", + "Un checked", + "Ġko je", + "ĠPal adin", + "() )),", + "G iving", + "() })Ċ", + "Ġd ips", + "F riendly", + "Ġport rays", + "Ġhel ium", + "Ġinsurg ency", + "_ex piry", + "ĠstringByAppending String", + "Ġa antal", + "s lope", + "m ast", + ".get Integer", + "Ġ################ ########", + "_PIPE LINE", + "Ġdens ely", + "Ġmut ating", + "m idi", + "ĠSe it", + "ay ne", + "NOW LED", + "ĠDes mond", + "ĠF Name", + "ĠN airobi", + "\\ Context", + "Ġcalc ular", + "-d en", + "Ġc ott", + "] ):čĊ", + "ĠRecommend ation", + "ĠRole x", + "Ġvalidation Result", + ".p at", + "Ġn Ãły", + "ĠRest Client", + "ĠG PI", + "ĠAshe ville", + "ĠO SP", + "ĠPER MISSION", + "ÐĶ аÑĤа", + "/ notification", + "K night", + "_W ord", + "ĠB ender", + "rank ing", + "Ġpart ida", + "_res ervation", + "Ì Ģ", + "Ġm Name", + "Ġget ch", + "Ġb orr", + "Ġdilig ent", + "Disc uss", + "æŃ£ åľ¨", + "ape ake", + "ion ed", + "-N azi", + ".c um", + "ĠK ron", + "=$ ('#", + "/s ingle", + "Ġerot isch", + "ĠV ib", + "Ġrat ified", + "Ġconcert ed", + "ĠREG ARD", + "Ġdo br", + ".Driver Manager", + "' r", + "Port able", + "ĉs uite", + "Ġrel aciones", + "ĠD op", + "emplo i", + "DO B", + "Ġcr umbs", + "Ġx ls", + "_App lication", + "(': ',", + "Ġ---------------------------------------------------------------- --------Ċ", + "m se", + "Ġber k", + "ĠReturn Value", + "ĠBel ly", + "Ġcam ar", + "ĠPe ek", + "els ing", + "Ġnot ifies", + "ĠTr istan", + "ĠG AR", + "em me", + "ĠElev ated", + "_C SV", + "(ch alk", + "Ġtw enties", + "ĠSearch Result", + "= search", + "ĠMix ing", + "ý t", + "Ġrecru iter", + "ĠIDE OGRAPH", + "ĠA go", + "( Operation", + "$ values", + "Ġworld ly", + "ĠRosen berg", + "ĠConfigure Services", + ">* Ċ", + "Ġsn ork", + "_op acity", + "ĠinitWith NibName", + "i ado", + "A AC", + "Ġ] ).", + "; z", + "_par agraph", + "Ġnos es", + "stand s", + "if r", + "_m E", + "I raq", + ".P redicate", + "ena ire", + "]] ];Ċ", + "Ġun idad", + "Ġretire es", + "_h ello", + "Ġmode le", + "ĠUIT ableViewController", + "f write", + "_num ero", + "_vis ited", + "Ġrece be", + "( Notification", + "Fant astic", + "_sub menu", + "ĠP EM", + "ĠCup ertino", + "approx imately", + "class ed", + ".Read String", + "Ġdomic ile", + "_P W", + "Ġball park", + "ĠK ale", + "con tra", + "_f avorite", + "/ of", + "Qu ite", + "ĠOT A", + "Ġacceler ometer", + "did n", + "| ^", + "ĠRohing ya", + "ivic rm", + "ann abin", + "обÑĭ ÑĤи", + "or ado", + "') +", + "Ha unted", + ", ID", + "( UIAlertAction", + "ur v", + "_b el", + "ĠMex icans", + "/ terms", + "ĠPaint er", + "Input Label", + "ĠV inci", + "ĠRos ie", + "\\ uc", + "< Menu", + "Ġcool ant", + "(current User", + "_d ual", + ") \"},Ċ", + "& p", + "Ġconver ged", + "Ġrestr ain", + "ĠYugosl avia", + "= target", + "Ġimp uls", + "ds a", + "Search Tree", + "Ġh box", + "ĠImp ress", + "§ Ãĥ", + "get FullYear", + "(d a", + "ĠY YS", + ".al ignment", + ".Get Text", + ".token ize", + "ĠOlymp us", + "Ġmur ky", + "ore station", + "Ġdiss atisfaction", + "ĉT Array", + "_ kses", + ".Add Singleton", + "ĠStart Time", + "Ġfan atic", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĉ", + "Ġentity Type", + ". override", + "Ġ -------------", + "ĠDat agram", + "f out", + "(with Id", + "Ġ# __", + "Ł èĥ½", + "ek yll", + ".f riends", + "ame leon", + "Ġz ach", + ".simple Button", + "ret orno", + "Ġkon k", + "/s mall", + "ĠQuick ly", + "un read", + "Don ate", + "Detail View", + "Ġdu a", + "Ġpenetr ated", + "OM UX", + "Ġn ir", + "_p data", + "\"], [\"", + "Ġlow es", + "Ġdop ing", + "Ġas ymmetric", + "Ġneed less", + "our cem", + "Ġup ro", + "ĠGu zzle", + "af b", + "Ġsext reffen", + "-c ollar", + "Ġcol ossal", + "Mon key", + "n ish", + "Ġhandle Message", + "Incre ased", + "* dx", + "ĠChatt anooga", + "f org", + "ĠOr den", + "Ġsh ri", + "ĠV and", + "Ġ\" @\"", + "Image Sharp", + "ĠWild cats", + "pon ible", + ".sc enes", + "Ġpaint ers", + "ĠPf izer", + "ĠZ ah", + "To Local", + "ĠFl am", + "Ġé taient", + ")) ^", + "ĠSand box", + "ĠTR ADE", + "Ġchrom ium", + "Ġac claim", + "Ġpac man", + "´ t", + ") reader", + "M ari", + ".Dispatch er", + ".A DMIN", + "ĠRem ed", + "Sw eden", + "Ġoverl ays", + ". er", + "Ġp ang", + "Ġclean ly", + "aven port", + "Toy ota", + "patch es", + "Ġv tx", + "ĠE is", + "cl ado", + "ĠR itch", + "RO LS", + "Ġh ade", + "Ġconspic uous", + "Ġdo cks", + "(j q", + "ĠPrem iership", + "ĠBe z", + "ĠâĦ ĸ", + "ĠÑĥ Ñģл", + "_tot als", + "Ġprov a", + "ĠC ue", + "Ġsa úde", + "ĠGame Controller", + "IM IZE", + ", port", + "ãĢĤ (", + ".C decl", + "Instant iationException", + "Ġcoll age", + "ĠIO C", + "Ġb ais", + "Ġon Finish", + "-st ars", + "set Size", + "Ġmog ul", + "Ġdis illusion", + "Ġche vy", + "(S chedulers", + "( IR", + "_loc s", + "Ġcann ons", + "Ġcancell ing", + "/b us", + "Ġbuf io", + "ĠY ours", + "ĠPik achu", + "Ġter me", + "r Ã¥", + "f ahren", + "Ġowner Id", + "Ġoblig atory", + "Ġcul p", + "Ġacid ity", + "-m ult", + "ĠBam boo", + "Ġ' \">", + "_g s", + "Ġcomp il", + "n ard", + "-ex c", + "Ġrh yme", + "Ġbut to", + "s ays", + "ant asy", + "ë ¸", + "Ġcitt Ãł", + "Ġche g", + "Time String", + "Ġpos itivity", + "ĠD abei", + "Ġw ang", + "Ġes cre", + "\" c", + "ĉv ideo", + "ĠRank ed", + ".str ings", + ">> >(", + "Ġин ÑĤеÑĢ", + "Ġrest a", + "[: ,:", + "Ġrend re", + "Ġdes er", + "J os", + "Ġdis ruptions", + "Ġоп еÑĢ", + "s ampling", + "sup press", + "Ġcontainer View", + "ĠSeam less", + "Ġair y", + "Ġon load", + ".Window Manager", + "ĠPL A", + "br aco", + ".set PositiveButton", + "Ġp du", + "Ġg si", + "ĠC li", + "_gr adients", + "Ñı д", + "ĠWh isper", + "c stdint", + "Ġl äng", + "Ġform ulations", + "én om", + "ourn emouth", + "[$ _", + "Ġordin arily", + ".set Username", + "Ġfacult ies", + "MIT TED", + "/ values", + "Ġwe ir", + "ĠA pt", + "M Z", + "ĉc f", + "uck en", + "ĉĉĉĉĉĉĉĉ ĉĉĉĉĉĉĉĉĉĉĉĉ", + "def ense", + "[i Var", + "ĠBusiness Exception", + "Select ors", + "(co ordinates", + "ĠRes ets", + "ĠDr inks", + "ole ans", + "(st ypy", + "_IO C", + ".x xx", + "ĠSl ater", + "ĠBel ize", + "Ġ/ ************************************************************************", + "add in", + "_ep isodes", + "Ġis chem", + "legal ArgumentException", + "D anny", + "Ġp ared", + ".code haus", + "ĠAss y", + "ĉ Rect", + "â ŀ", + ".list a", + "Ġв аÑĪ", + "Ġv ets", + "HW ND", + "ison er", + "Ġx o", + "Ġor ally", + "ĠSt mt", + ".r nn", + "ĠD PI", + "ĠStr ikes", + ".setViewport View", + "Ġèĩª åĬ¨çĶŁæĪIJ", + "Y ELLOW", + "GL enum", + "part ners", + "ĠImp licit", + "Ġtak o", + "âĢĻ elle", + "Ġerm ög", + "total Count", + "G il", + "ĉ work", + "Ġpr atic", + "in ati", + "ab ies", + "ĠSk inner", + "Ġspir ited", + "Ġpancre atic", + "Ġh df", + "' em", + "Ġpsych osis", + "olic it", + "Ġ\" {\"", + "_at ual", + "Ġé lect", + "TE AM", + "Ġd ak", + "ĠSW AT", + ".Fragment Manager", + "Ġprovision ing", + "l ifetime", + "_EXTENSION S", + "ĠC ASCADE", + "Ġ! [", + "(K P", + "Ġv em", + "ĠInterr acial", + "'] },Ċ", + "sp acer", + "_k v", + "W arehouse", + "R DD", + "_f sm", + ".Stretch Image", + ", Yes", + "ĠRefuge e", + "ĠBr inging", + "Ġv álido", + ".inter section", + "Ġsp ooky", + "_port al", + "Ġmo th", + "ĠZ odiac", + "ĠSOC IAL", + "M imeType", + "'] }}", + "_Bl ue", + "Ġbot anical", + "Ġfr ags", + "Ġfamil ial", + "- du", + "Ġse izing", + "(block s", + ".r d", + ".check NotNull", + "Ġmis er", + "Ġmax x", + "ĠK nee", + "View Item", + "Inner HTML", + "D anger", + "(( __", + "Ġprz ypad", + "create Url", + "** ,", + "ĠDecor ating", + "ATEG Y", + "?> /", + ".Design er", + "hex digest", + "ĠEvery where", + "all eries", + ".TEXT URE", + ".Block s", + "z ell", + "Ġpre ço", + "S uddenly", + "input Email", + "(s ync", + ".b d", + "gold en", + "> ');", + "ĠDick inson", + ">> (Ċ", + "ĠQUE UE", + "Ġget Column", + "ĠS AND", + ".p iece", + "lic er", + "Fl utter", + "Ġget Version", + "Ġresource Id", + "og l", + "ÅĤ aw", + ".Br anch", + "ĉ web", + "Ġfr amerate", + "PP P", + "Ġfr ay", + "C NT", + "Ġinformat ie", + "'] čĊčĊ", + "ne as", + "Header Code", + "Ġæ ¸", + "Ġtr g", + "raw types", + "H onda", + "Ġmark eter", + "Ġrequest Data", + "ĠP g", + "ĉ not", + "Ġpage Info", + "Ġakt uellen", + "ãģķ ãĤĵ", + "ĠA MS", + "push ViewController", + "ĉ AL", + "Ġv ests", + "produ ce", + "-m ême", + "ĠRah man", + "F unny", + "E Z", + "_ Valid", + "Ġsquad ron", + "Ġl ash", + "Ġ irm", + "ias co", + "ĠPar an", + "Ġpet ites", + "ĠDec ay", + "Ġun initialized", + "priv ileged", + "Ġm bedtls", + "å¤ĩ 注", + "Ġ^ .", + "Ġec static", + "D etroit", + "Ġpart en", + "Ġsou venir", + ".get Login", + "моÑĤ ÑĢ", + "en ção", + "ĠmÃŃn imo", + "ĠAccess ed", + "ri ó", + "M ic", + "ĠV ocal", + ".Set String", + "Ġmens ajes", + "åĢ į", + "Ġattr avers", + "ĠA ph", + "Ġ' );čĊ", + "ünd e", + "Ġench anted", + "ĠRoot State", + "ĠCLOSE D", + "ĉĉĉĉĉĉĉĉ čĊ", + "Ġcal iente", + "or ris", + "Ġphysic ists", + "h wnd", + "_v i", + "Ġráp ido", + "Ġcapital ized", + "ed By", + "Ġmach ining", + "Ġhub by", + "ĠSt acy", + ".B us", + "dr ink", + "H ur", + "Ġprop ia", + "Unit Test", + "Ġmiscon ception", + "__ ));Ċ", + "/d c", + "ĠMay weather", + "_m C", + ".create From", + "ĠQ Painter", + "rops ych", + "inn itus", + "ay as", + "Ġg eg", + "(d w", + "Ġus ado", + "Ġtrick le", + "Ġann ihil", + "ĠP asta", + "Ġ++ Ċ", + "(Expected Conditions", + ".post Value", + "ic ap", + "ĠDon etsk", + "_s oup", + "-p ublish", + "ĠP b", + "ment ions", + "AC CEPT", + ".P ull", + ",âĢĻ âĢĻ", + "Ġret arded", + "_AT OM", + "ĠTermin ator", + "-c ourt", + "ĠCLLocation Coordinate", + "Ġrever ence", + "ĠS SC", + "ut ely", + "ĠW ON", + "ĠG SL", + "fre i", + ".get Longitude", + "Ġopen FileDialog", + ".B utter", + "- important", + "_M ANY", + "ĠG ong", + "âĢľ How", + "Ġg orge", + "= msg", + "ĠEz ek", + "create Command", + ": checked", + "Ġinf ographic", + ".W EST", + "Dir s", + "Ġguard a", + "Ġbeet le", + "< small", + "- android", + "Ġcred itor", + "ĠM éd", + "Ġfinal ist", + "Ġab l", + "ne v", + "_inter action", + "ĠMonter ey", + "j ah", + "Ġcand ies", + "ĠQu incy", + "èª Ń", + "Ġbatch Size", + "ak it", + "Ġo be", + "(p ara", + "Ġexperiment ed", + "Ġcouncill ors", + "Ġcl ashed", + "s qu", + "-st rokes", + "ĠG K", + "ĠEx pires", + "Ġprosec utions", + "ĠCreat ures", + "Ġy ö", + "x lim", + "_IM P", + "Entry Point", + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ", + ".Default CellStyle", + "Ġbre ve", + "ĠBrit ann", + "Ġsweat y", + "Ġle th", + "Ġflash back", + "per manent", + "ĠJ DK", + "_D etails", + "E uro", + "p pt", + "Ġrich TextBox", + "/ board", + "Ġtr ance", + ".c ycle", + "'); \");Ċ", + "Ġtox in", + "_de init", + "Ġover arching", + "Ġconfig parser", + "ĠKaw asaki", + ".th umb", + "Ġplay a", + "ĠJose f", + "+ _", + "Ġzero es", + "Ġa up", + "ĠH ari", + "comm itted", + "N it", + ".file Path", + "ĠDis abilities", + "man ufact", + "-al igned", + ".RE SET", + "Ġrust y", + "E y", + "Ġou sted", + "cos a", + "Struct ured", + ".get D", + "Ġs ábado", + "> Loading", + "_m A", + ".get Random", + "bl ings", + "Ġchees es", + "tt i", + ". âĢ¢", + "ĠBurg ess", + "ender it", + ". ',čĊ", + "(\" \"+", + "ac b", + "% p", + "index ed", + "_pred icate", + "nes ia", + "Ġb ied", + "ĠC IT", + "( Pos", + "_r adi", + "ä»· æł¼", + "B iz", + "ĠAdoles cent", + "Ġvi ên", + "c ycl", + "_C ancel", + "Ġcon clusive", + "Ġappell ate", + "inform atics", + "S J", + "Ġelect ive", + "role Id", + "Fetch er", + "ĉ Command", + "(\" (%", + "Ġf art", + "IL A", + "get Block", + "A USE", + "Ġд ан", + "ĠAr te", + "Ġnot ifying", + "Ġge le", + ".s ame", + "ĠReg el", + "ĠBa ÅŁ", + ".c reation", + "ĠV N", + "_comm unity", + "Ġuns ustainable", + "SE X", + "Ġgrid Size", + "res cia", + "avers able", + "(', ')[", + "ĠPh elps", + "á»ķ i", + "ANCE LED", + "- IS", + ".run ners", + "ĠSt okes", + ".P rodu", + "Ġwh ipping", + "_ac quire", + "Ġinvestig ación", + "f ried", + ".copy With", + "ĠHard cover", + "- Se", + "áŀ¶ áŀ", + "inv itation", + "les ai", + "ĠD orm", + "ĠÑģпиÑģ ка", + "Ġconcaten ated", + "oph il", + "Ġthink er", + "/font awesome", + "ĠLe opard", + "Ġ\"/ \");Ċ", + "Ġresidual s", + "ĠMic rowave", + "Ġconform e", + "th rop", + "Ġdis emb", + "ĠO MG", + "ĠDisc ipline", + "ĠAc robat", + "/re pository", + "df a", + "_M ED", + "buf io", + "Ġméth ode", + "_H OLD", + "ias i", + "_ legacy", + ") ččĊ", + "æ£ Ģ", + "Get ProcAddress", + "Ġy ay", + "ot ence", + "order id", + "-t w", + "Ġdear ly", + "In coming", + "/ il", + "Ġneu rop", + "uc z", + "); čččĊ", + "ĠInnov ative", + "Ġprof und", + "ig mat", + "Selection Mode", + "re levant", + ".G O", + "Ġbru ises", + "Ġs ach", + "ode f", + "Ġre imb", + "/d esktop", + "-s pot", + "und ance", + "Ent ropy", + "\\ core", + "Ġsug er", + "ĠM vc", + "ĠGN OME", + "_ind x", + "ĠYY STYPE", + "ĠMat lab", + "ĠC IF", + "Ġ* ))", + "Ġproduct List", + "ĠAl right", + "ac emark", + "ÑĤи в", + "mod ification", + "int ernational", + "Ġhom ers", + "Ġdict s", + "ĠQ Font", + ".SQL ite", + "Ġtransplant ation", + "ĠMessageBox Button", + "ĠEl ves", + "'] ])Ċ", + "(Q Icon", + "Ġcin emas", + "CO ORD", + "- China", + "Ġkh ẩu", + "æĪij çļĦ", + "Ġskull s", + "Ġpain staking", + "f ce", + ".XR Label", + "Ġspec ifier", + "Ġpref erring", + "/ activity", + "( Photo", + "á lt", + ".l ot", + "' '.", + "ann once", + ".google code", + "-p df", + "ĠP oke", + "_A CL", + "Ġend owed", + "dis cover", + ".om g", + "Ġwood land", + ".M agic", + "Ġvol ont", + "Not Allowed", + "Ġch ave", + "BM W", + "',' =',", + "ĠS IX", + "æĪij 们", + "Ġkos her", + "Ġaspir ation", + "int l", + "_ref ptr", + "'+ Ċ", + "ment or", + ".cl ub", + "Window State", + ".A RR", + "Ġz za", + "Ġmessage Type", + ".e qu", + "Th or", + "Ġin just", + "Ġg ums", + "Ġborder Side", + "//// /", + "ĠTrans mit", + "Ġbuf size", + "Ġh ak", + "Ġell as", + "R ANDOM", + "ĉm c", + "Ġpe a", + "ek o", + "document o", + "Ġhyster ia", + "Ġaren as", + "Ġgun men", + "Ġm ike", + "Ġimp unity", + "atis ation", + "_Z ero", + "_COMP ANY", + "ĠG ors", + "Ġuse Class", + "( redis", + "ĠRUN NING", + "ĠB air", + "vel te", + "Ġ',' .", + "аÑĤÑĮ ÑģÑı", + "ö st", + "encode URIComponent", + "_re strict", + "Ġdec als", + "ĠPed ido", + "Ġalter cation", + "Dis plays", + "ĠApp licants", + "C US", + "Text area", + "ĠAng ola", + ".f uture", + "ĠUS HORT", + "Ġsuppress ing", + "Ġset zen", + "AP olynomial", + "Ġto ch", + "Ġhall mark", + "Ġ$ $$", + "ĠCHAR SET", + ".r pm", + "ĠD ich", + "---------------- ----", + "_p arm", + "è¿ ĺ", + "acc iones", + "h ait", + "WAR DED", + "_r outing", + "ĠN OM", + "Ġen clave", + "ĠLot to", + "ĉf r", + "complex Content", + "ĠBall ard", + "k ube", + "/w in", + ".getColumn Model", + "_RE PLACE", + "Header Value", + "Ġest udiantes", + "Ġap is", + "Ġb pm", + "ĠType Name", + "And Get", + "rit a", + "Pl ans", + "> Note", + "Ġfet isch", + "Ġton ed", + "_g oto", + "ons ense", + "Ġm olds", + "Ġinfiltr ation", + "ĠGuerr ero", + "ub bo", + "ck i", + "($ (\".", + "_ activities", + "(ch anges", + "Ġof App", + "ĠKe pler", + "ĠD emp", + "ĠCont inent", + ".T icks", + "ĠUn signed", + "ĠJah res", + "Ġfresh men", + "ĠArch ived", + "ĠкоÑĤоÑĢ Ñĭй", + "Ġ' ::", + "T utorial", + "C c", + "Ġtable LayoutPanel", + "from Json", + ".level s", + "_trans ient", + "Ġendors ing", + "ĠD IC", + "la uf", + "Ġsh red", + "_E MIT", + "ific antly", + "AL A", + "/ proto", + "Ġnarrow ing", + "U tc", + "Fact ors", + "Ġsent ient", + "æŀ IJ", + "lix ir", + "ĠC ROSS", + "met eor", + "Ġgro in", + "Ġm db", + "ĠRot terdam", + "Ġcom ida", + "ĠOp Code", + "ĠDefault Value", + "Permissions Result", + "Ġheter ogeneous", + "Ġm oot", + "Ġde ceived", + "-in dependent", + "ĠObject OutputStream", + "Ġover power", + ".d up", + "Ġl db", + "Ġdomest ically", + "Ġbest ellen", + "Ġlo v", + "ĠContract ors", + "Tri angles", + "Ġfod der", + "Ġfilm es", + "ä¼ ģ", + "Ġrev olver", + "Startup Script", + "/ validation", + "ĠResource Type", + "i ÅŁ", + "ĠL az", + "f ef", + "Ġlst m", + "{ *", + ". attachment", + ".h its", + "ew ith", + "DO G", + "Al abama", + "Ġmedium s", + ".m Context", + "-c ols", + "åı ĭ", + ".not ice", + "Ġat tn", + "ĠP acking", + "ĠL n", + "_COM PLEX", + "/ Users", + ".sav etxt", + "ĠR ounds", + "?,?, ?,?,", + "Ġing l", + "ĠR OC", + "_f emale", + "ĠSt ard", + "]] ;", + "Ġwrest lers", + "Ġtorrent s", + "Ġsin h", + " ĊĊ", + "ë³ µ", + "s ense", + "how ever", + ".Ph ysics", + "Inf rastructure", + "ĠSac r", + "F el", + "ĠD ISTRIBUT", + "é ments", + "ĠValid ates", + "################################################ ############", + "Ġ| /", + "Ġes l", + "Ġré seau", + "ĠB ip", + "BY TES", + "_W ATER", + "Turn ing", + "EL S", + "Ġj uxtap", + "Ġlesb ische", + "ý ch", + "( Unknown", + "Ne o", + "@ JsonProperty", + "Ġal umnos", + "ĠRaq qa", + "ime i", + ".get Bounds", + ".Mouse EventHandler", + "#### ###", + "Generic Type", + "/c ms", + "Ġturn o", + "Ġм ин", + "Ġfolk lore", + "ĠE vo", + "Ġconduct ivity", + "Ġle ben", + "Ġgear box", + "-v s", + "ĠÏ Ĩ", + "Ġdrink ers", + "Ġcon exao", + "ĠTe eth", + "Ġget Arguments", + "ĠR AT", + "ent ious", + "E duc", + "+ W", + "ĠInstitution al", + "ĠB ord", + "is Equal", + "(p wd", + "Ġign ited", + "ĠR ousse", + "Ġimpact ful", + "ĠM alk", + "Ġg eral", + "ĠP ivot", + "Ġa zt", + "Ġcsv file", + "ĠR ope", + "ĠSOL UTION", + "ĠArbit rary", + "Ġlet to", + ".Mouse Adapter", + "Ġ} }}", + "ĠSail or", + "der a", + "Put ting", + "Ġconcentr ates", + "Ġauth Domain", + "âĢĿ çļĦ", + "-f inals", + ", strlen", + "Mu on", + "ĠOrd inary", + "fire fox", + "ĠLa TeX", + "ĠH und", + "engine ering", + "/ blue", + "ed TextBox", + "(\" \");", + "ĠC DDL", + "ke pt", + "ĠGet String", + "K ir", + "() ='", + "ĠO CD", + "ant ium", + "$ menu", + "ĠAppalach ian", + "Secret ary", + "ë¥ ĺ", + "ี ย", + "Sem antic", + "Ġ* [", + "est one", + "ung kin", + "Max Y", + "-t one", + "\"} ;čĊ", + "_P art", + "< Member", + "tr am", + "Ġtrans istor", + "Ġ---------------------------------------------------------------- ----------Ċ", + "ĠDes de", + "Ġright ful", + "ĠCorn el", + "æ ij", + ".H OUR", + "Ġsidel ined", + "ref errer", + "m aze", + "Ġhol ster", + "Ġcripp led", + "ĠDate Formatter", + "oph age", + "_m D", + "Ġdes elect", + "ra ud", + "ĠPK K", + "row Data", + "Ġlock smith", + ".res ponses", + "(product Id", + "_ST MT", + "Key Type", + ".Th en", + "z ee", + "Ġcr t", + "ĠGrand ma", + "@ Resource", + "Ġbit wise", + "-c mpr", + "ãĢĤ www", + "zeit ig", + "& display", + "Cart Item", + "- No", + "Ġnum éro", + "Ġm aur", + "Ġinst ancia", + "ĉd t", + "_n pc", + "Ġskate board", + "âĢľ All", + "ĠCrow d", + "Ġä n", + "Ġb raz", + "ca e", + "yn et", + "/p m", + "/s creen", + "OPT ARG", + "ĠV Box", + "Ġle opard", + "_g reater", + "c pt", + "< dd", + "Ġmechan ically", + "osp els", + ") f", + ".l wjgl", + ".get Port", + "ĠP REF", + ".Add Transient", + "pp ard", + "Ġí ļĮ", + "Ether net", + "Ġsal ine", + "(level s", + "Ġservice Provider", + ".A ngle", + "alt itude", + "illa ume", + "Ġs cape", + "_CAL C", + "_ quest", + "ĠDiss ertation", + "ĠE DM", + "-C ds", + "Ġhon orary", + "st ops", + "Ġsub dir", + "ĠV H", + "ĠChe at", + "Ġright fully", + "Q E", + ".Write Byte", + "fig ures", + "enn ie", + "( DBG", + "Ġvoks ne", + "Ġexp ended", + "UN ICATION", + "il inx", + "ĠRec ap", + "_ verts", + "Ġtra umat", + "Ġget Player", + "Ġverb ess", + "Ġcultiv ating", + "Ġiniti ator", + "Th ông", + "find First", + "_per ms", + "Ġbu c", + "Ġ\"\"\" čĊčĊ", + "T YPES", + "object Manager", + "(Configuration Manager", + "Ġtim id", + "Ġsnap chat", + "Ġcon seg", + "ĉd istance", + "_right s", + "_D es", + "ĠF lesh", + "- ver", + "Ġa fl", + "fra uen", + "Ġblas ph", + "ĠQual ität", + "ma f", + "Monitor ing", + ".D iff", + "Ġshore line", + "Ġresponse Body", + "mem set", + "< decimal", + "Smarty HeaderCode", + "Ġin sets", + "ĠBinary Tree", + "amed a", + "Ġn ihil", + "ĠN ay", + "ym ology", + "ĠW G", + "Ġt api", + "ĠInst alled", + "m aintenance", + ")} \"Ċ", + "ĠX O", + "-per iod", + "s ar", + "Ġning una", + "ORM AT", + ".set PrototypeOf", + "ĠK b", + "ĠHen rik", + "ét ique", + "ĠLah ore", + "ĉ Address", + "Ġmel ts", + "N y", + "_adv ance", + "Ġveloc idad", + "Ġalum no", + "Ġsanit izer", + "Ġph ishing", + "ĠCom et", + "Ġch iar", + "ĉs pec", + "trim med", + "(state arr", + "on nen", + "Re venue", + "L ens", + "Ġcha ired", + "ĠAss umes", + "Tr ash", + "_un set", + "\\ Bridge", + "Point Size", + "ĠPol ic", + "Ġsex uales", + "ĉd fs", + "ĠWide String", + "Ġaccru ed", + "Y W", + "_S CHEDULE", + "Ġk ite", + "Ġparach ute", + "[ table", + "Ġactive ClassName", + ".Qu ad", + "Israel i", + "ĠÅ ĵ", + "Ġho og", + "Ġch á»ī", + "ew ear", + "Ġtire lessly", + "set Error", + ".get Amount", + ".set Items", + "ĠM anson", + "ĠBay esian", + "_F lag", + "AC HER", + "/ original", + "Ġimm ac", + "ĠLos ing", + "' >ĊĊ", + "L ic", + "ĠMir age", + "ĠAssembly FileVersion", + "Te V", + "ĠValue EventListener", + "-s olving", + "Th o", + "rou lette", + "_W P", + "Ġunint errupted", + "Ġfield Type", + ".T yped", + "Ġam our", + "Ġmock ery", + "(v ol", + "ĠSub committee", + "ĠR uf", + "ero x", + ":UIButtonType Custom", + "ĠBl ur", + "Ġwy kon", + "nc es", + "ASH BOARD", + "!! \");Ċ", + "Ġmurder ers", + ".d aily", + "ĠDI AG", + "j ing", + "Ġdol phin", + "Ġl òng", + "Ġb ö", + "ĠV ocabulary", + ".St Object", + "') \">", + "Ġz un", + "Ġscrim mage", + "tr éal", + "ĠL ig", + "[ vi", + "C ole", + "Ġfrost ing", + ".Pl ayers", + "- translate", + "Fe els", + "=\\\" /", + ".Butter Knife", + "Ġ?> ;Ċ", + "Ġav i", + "inn ie", + ".F ailure", + "Ġsp indle", + "Configuration Exception", + "_h op", + "Ġpos ição", + "ĠA wait", + "UIImage PickerController", + "ĉ day", + "Ġgen om", + "C ab", + "ĠÑĢ езÑĥлÑĮÑĤаÑĤ", + "OR IGINAL", + "Ġejac ulation", + "(t cp", + "SE COND", + "Ġton ic", + "ĠList Box", + "Ġ ĉĉĊ", + "() >Ċ", + "Ġqu atre", + "ượ ng", + "with Errors", + ".M aybe", + ", âĢ¦", + "token Id", + "_UN DEF", + "Ġfresh ness", + "ĠAmend ments", + ".map box", + ".C V", + "(b log", + "_get time", + ". quest", + "s parse", + "Ġres ale", + "Ġenthusi astically", + "ĠProstit utas", + "W a", + "C argo", + ".Parcel able", + "SENS OR", + "ĠRy u", + "La ughs", + "_N ative", + "/ pg", + "yst s", + "Ġphot oc", + "ç® Ģ", + "ado pt", + ".spec ies", + "conc iliation", + "Adjust ed", + ".Firebase Auth", + "ut tle", + "ord ination", + "Ġm unch", + "ĠSt ake", + ".p ing", + "ank er", + "(QString Literal", + "Ġsub script", + "ĠĠ ĉĊ", + "ĠM CC", + "_C md", + "se xy", + "i ou", + "ĠM ANY", + "Ġn anny", + "TR AIN", + "Ġflour ishing", + "ĠW atches", + "ĠQ Map", + "ĠF erm", + "Ġwas m", + "ĠA bed", + "_ UD", + "ĠGlass es", + "+ v", + "Att end", + ".Ch ain", + "Ġdec ency", + "ĠSupplement ary", + "h unter", + "-t xt", + "Ġ\" }\";Ċ", + ".set WindowTitle", + "(\" ", + "Ġmasc ara", + "( Profile", + "åĬŁ èĥ½", + "imit é", + "Ġwild fires", + "- ROM", + ".is On", + "(group Id", + "Re pair", + "accum ulate", + "Ġ< \",", + "Ġhand written", + "Ġach eter", + "ĠM GM", + "ĠIr ma", + "->{ _", + "ge e", + "cr iminal", + "Ġèĭ¥ è¦ģ", + "Ġmoment arily", + "\") !=", + "_l it", + "Ġexpires In", + ".\" ).", + "éķ¿ 度", + "Ġfr ække", + "vl c", + "Ġor bs", + "), $", + "Ġvent ured", + "/ >\\", + "char m", + "N uitka", + "eld ig", + "aton in", + "W itness", + "-l at", + "Ġset Hidden", + "Ġrelic s", + "Ġcons ulate", + ". IGNORE", + "\" After", + "Ġset Address", + "Ġbeste ht", + "Ġ'' )ĊĊ", + ".x axis", + "Ġser ão", + "Ġmis led", + "_UN IFORM", + "ĠV IA", + "inc r", + "Ġzen ith", + "Ġvis cosity", + "Ġthin ly", + ".get SharedPreferences", + ".Error Code", + "\"), \"", + "ĠMillion en", + "Ġ/> )Ċ", + "Scroll Indicator", + "-se eking", + "ĠPOLIT ICO", + "as ca", + "_r l", + "N avig", + "(full file", + "Ġsol itude", + "Ġju ven", + "Ġhaul ing", + "ĠMac ros", + "ĠG ry", + "Ġexerc itation", + "ĠATT ACK", + "Tick Count", + "Ġr ites", + "Ġdo e", + "Particle System", + "Ġsl u", + "Window Text", + "ĠClass Name", + "Ġsl ander", + "ĉ Port", + "j ong", + "? a", + ".D ial", + "âĢĶ at", + "$obj PHPExcel", + "Ġso ar", + "EN N", + "appe ared", + "Ġquot id", + "em achine", + "Ġn ip", + "Ġmicro time", + "ĠAl ma", + "; !", + "---------------------------------------------------------------- --------------------------------", + "ĠPass age", + "Ġdump sters", + "ĠEx clude", + "Ġsuggest ive", + "ĠCircularProgress Indicator", + "_cl r", + "Array Type", + "ILL A", + "Elapsed Time", + "Dr iven", + "Ġresource Name", + "ĠG arrison", + "ser ir", + "-a head", + "Ġp innacle", + "ĠEs presso", + "S parse", + "Ġass ays", + "ĠGirl friend", + "im id", + "]=' \\", + "ONGL ONG", + "Ġportray ing", + "L ane", + "Ġb úsqueda", + "Ġrein forcements", + "ĠSpread sheet", + "ĠArray Collection", + ", arr", + "light box", + "ic ana", + "< \"", + "build ers", + "K id", + "ĠMat SnackBar", + "EX PR", + "od cast", + "ĠFound ations", + "Ġind s", + "=' ${", + "F izz", + "-function al", + "(work space", + "Ġstem med", + "_p atches", + "ĠJar vis", + "READ ING", + "Ġdisrespect ful", + "ĠQ Dom", + "Ġ$ {Ċ", + "est atus", + "Re ached", + "! .ĊĊ", + "IL T", + "ĠN DEBUG", + "ĠCour age", + "birth date", + "ĠT ing", + "Ġutil izado", + "án chez", + "Out door", + "Ġhand guns", + "Ref Count", + "É Ļ", + "rom o", + "Ġt ts", + ".S he", + "ĠP ane", + "ãĢij, ãĢIJ", + "ĠIO CTL", + "/ black", + "ins cription", + "Ġbi opsy", + "ĠTime Interval", + ".Test Check", + "ĠGUI Style", + "ĠCap ability", + "ĠBeit rag", + "don nees", + "T reatment", + ".back up", + "Ġsign ings", + "ĠB oca", + "dr m", + ".M AIN", + "Ġgo ede", + "ĠMark up", + "G REE", + "ĠBase Service", + ".C reator", + "Ġj ails", + "ĠK ahn", + "Ip Address", + "ACH I", + "Ġinhib ited", + "Ġ@ $_", + "ĠAss ass", + "Ġenvi ado", + "Hero es", + "ÐŁ еÑĢ", + "ĠM aven", + ".l s", + "Ġ ive", + "| RF", + "Ġresize Mode", + "Ġrum pe", + "_attach ments", + "T U", + "Ġtact ile", + "Attempt ing", + "Ġro bin", + "y aw", + "Ġmerc enaries", + "ĠHab itat", + "end date", + "Ġo xy", + "ĉR andom", + "oh on", + "Is Null", + "ĠValidation Result", + "ãĥ ļ", + "um bed", + "pp v", + "Ġar p", + "ich ick", + "_r nn", + "ĠT FT", + "Tex Image", + "\" On", + "ĠSam pler", + "top l", + "Ġj ane", + "y ling", + "ĠUN ICODE", + "Tab Index", + "< {Ċ", + "s uspend", + "uv ian", + ", application", + "ол иÑĩеÑģÑĤво", + "y at", + "ez ier", + "ĠCH UNK", + "ĠAd ler", + "/ Add", + "ĠKey Value", + "Ġspos ób", + "Sam pling", + "ch ers", + "_AM D", + "R u", + ".Must Compile", + "N ation", + "Ass oc", + "Man aging", + "ĠEng l", + "_G B", + "Ġsucc inct", + "Ġdis liked", + "ĠI ke", + "Bullet in", + "_ARCH IVE", + "Prop osal", + "Ġjog ging", + ".C REATED", + "Ġch ol", + "è£ ħ", + "Į ¨", + "-p ush", + "Ġreserv a", + "core v", + "è tre", + "TH R", + "Ġincompet ence", + "Ġchar isma", + "æĦ Ł", + "Ġ\" ==", + "BT N", + "ĠLoc ator", + "iv et", + "('. ')Ċ", + "Ġfor IndexPath", + "ô me", + "Ġcapac it", + "w aters", + "ĠWR ONG", + "ho a", + "ĠM IPS", + "Ġem iss", + "ĠJacqu eline", + "(c mp", + "Ġe ens", + "Le o", + ".tim ing", + "CLUS ION", + "Ġ(\" -", + "åĵ Ī", + ".k ode", + "ĠUnd ert", + "Ġbew ild", + "ĠEss en", + ".h d", + "Ġren egot", + "Ġm ower", + "Ġl sp", + "Ġpen chant", + "Ġman oe", + "Ġag li", + "Ġrec al", + "ĠOPER ATION", + "(^ )(", + "ĠÎ ½", + "ĠSc oped", + "Ġ@ \"Ċ", + "= label", + "[ loc", + "Int l", + "ĠN z", + "table t", + ".Column Name", + "Ġscreen Size", + "DB us", + "co oked", + "- registration", + "âĢľ One", + "-n on", + "ĠwiÄĻ c", + "Ġcost a", + ".add Tab", + ". conditions", + "ĠH ess", + "MEM ORY", + "ĠAval anche", + "() }}Ċ", + "Ġtri plet", + "Ġl abyrinth", + "ĠNode List", + "ĠNY T", + "Ġy eni", + "d ff", + ".Html Controls", + "AV IS", + "/ Math", + "Ġmem cmp", + "Ø§Ø ¡", + "оÑģ ÑĮ", + "c rap", + "(p ages", + "Ġl xml", + "ĠQ DateTime", + "_t cb", + "Ġopen id", + "Ġsyn aptic", + "ĠMD MA", + "(s lug", + "igm atic", + "en or", + "Ġcr amped", + "G OP", + "Ń IJ", + ".is File", + "ĠD ifferential", + "Ġ=\" \";Ċ", + "ĉĉĉ ĠĠĠĠĉ", + "ĠC ooke", + "ĉU FUNCTION", + "Ġpersever ance", + "Relative Layout", + "IMPORT ANT", + "Ġex on", + "Ġо н", + "ib ase", + "(C ONT", + "n ovation", + "ä½ ķ", + "[ sub", + "Admin Controller", + "HTTP Header", + "cre ar", + "ĠN IR", + "ĠDrop DownList", + "Ġval ide", + "Ġde hydration", + ". ']", + "(W IN", + "Ġ... \\", + "Ġphotos hop", + "ĉ Init", + "_c ou", + "Ġtime Zone", + "dar win", + "rom atic", + "Navigation ItemSelectedListener", + "br ates", + "] --;Ċ", + "Ġtraged ies", + "ĠPed iatrics", + "SM ART", + "-A PI", + "ĠMessage Lookup", + "ĉ vo", + "Ġprejud ices", + "Ġm A", + "U ps", + "ĠMISS ING", + "ĉ ad", + "C ream", + "ĠT b", + "ĠMon a", + "_ ghost", + "ĉt ypes", + "Em b", + "ĠDocument ary", + "');ĊĊ ĊĊ", + "Ġl up", + "_ Reference", + "ĠB ATCH", + "Ġintertw ined", + "< Cell", + "ĠCab r", + "n ation", + "Ġis Connected", + ".remove Listener", + "Ġcon g", + "_t i", + "ĠSil icone", + "Ġê²° ê³¼", + "ĠW AN", + "ĠG ibraltar", + "/ response", + "ĉp erson", + "ch ants", + "V IP", + "em ergency", + "Pixel Format", + "- Am", + "Ġsouth western", + "_pl l", + "if ers", + "_ON CE", + "ĠF ayette", + ".nc bi", + "_P anel", + ".Q ual", + "Ġpol ys", + "Ġcreate StackNavigator", + "� t", + "Ġlay offs", + "ĠBl anco", + "Fe at", + "ĠV imeo", + "_ch i", + "_l ifetime", + "POINT S", + ", private", + "Ġunb earable", + "print ing", + "Ġc gi", + ".B ACK", + "Ġintern s", + "ĠNew ly", + "inf eld", + "( IB", + "ĠK ata", + "ĠDef endants", + "Th r", + "é¢ Ħ", + "_V F", + "FFFF FFFF", + "Ġdavid jl", + "Ġbitter ly", + "S uggestions", + ".set Cancelable", + "FIN AL", + "ason s", + "_rw lock", + "_WRAP PER", + "Ġhapp iest", + "(row Index", + "ós ito", + "TOT YPE", + "Autom ation", + "Log File", + "Ġcons olation", + "ãĥ Ģ", + "Ġt êm", + "Ġpr er", + "rg yz", + "ĠG eg", + "ĉd to", + ".default Value", + "ĠK ami", + "ĠA SE", + "optim ized", + "Ġíı ¬", + "Ġorigin ates", + "err Msg", + "Ġespa ço", + "(S YS", + "ĠMc B", + "d ance", + "_det ected", + "Ġfr ü", + "ĉĉ ĠĠĠĠĉĉ", + "< Date", + "(com b", + "ĠDec ide", + "\\ Field", + "ĠProp osed", + "R ib", + "Ġdis likes", + "ĠW ien", + "ĉ Document", + "Ġtr af", + "Ġst oria", + "ĠT ells", + "') ==", + "C ri", + "( VALUE", + "ĠBurn ett", + ", void", + "Ġdan h", + "Ġc cp", + "Block chain", + ":\"- \"`Ċ", + "IC lient", + "IS ODE", + "Iss uer", + ") }čĊ", + ", but", + "ĠU ph", + "( Sub", + "Ġtélé phone", + "ĠonData Change", + "Ġmarsh aller", + "-an alytics", + ", content", + "Ġdeb acle", + "_Value Changed", + "Ġfa una", + "Ġ# =>", + "Ġf oyer", + "'util isation", + "ĠMü ller", + "ĠFet ish", + "Ġdefault Manager", + "Ġback track", + "B ah", + "Exp licit", + "_A SCII", + "Ġm Activity", + "(M sg", + "Ġê² Į", + "ĠTER MS", + "ĠAng ie", + "HS V", + "ĠMos que", + ".N ames", + "íĬ ¼", + "rest e", + "_p arms", + "Ġgap ing", + "Ġcro pping", + "Data Frame", + "Ġrespons iveness", + "_ undo", + "_tr an", + ". terminate", + "Ġitalian e", + "Ġwalk through", + "Ġattract iveness", + "д е", + "_ST S", + "_ learn", + "Ġchocol ates", + "ier archical", + "-th inking", + "Ġ )))", + "ish ments", + ".Log f", + "ĠTM Z", + "ĠCan ary", + "fo il", + "ĠVacc ine", + ".v x", + "ĠSur round", + "Inter mediate", + "Ġi ov", + "v ais", + "'; \";Ċ", + "ï½ŀ ĊĊ", + "éĢģ æĸĻ", + "âĢ¦ it", + "Se ats", + "Cl ar", + "W ars", + "ĠHutch inson", + "ĠHas an", + "! ')ĊĊ", + "ĠRich ie", + "che iden", + "($ ('", + "Y ork", + "Ġl ids", + "Ġal phanumeric", + "ĠG lock", + ".sh apes", + "Ġspark ing", + "_ epsilon", + "uplic ated", + ".dir ty", + "]) ==", + "ĠìľĦ ì¹ĺ", + "Ġsc n", + "Ġ/ ****************************************************************", + "_PRE VIEW", + "_H C", + "ield ing", + "f gets", + "ĠAdd ison", + "Ġproduct Service", + "- figure", + "(ret val", + "z ano", + "Ġaut ob", + "ĉs d", + "_n umer", + "ĠSet LastError", + "ĠF ior", + "ific ance", + "Unt itled", + "Ġin field", + "Ġ{} ));Ċ", + "Ġsp ac", + "Ġro okies", + "(des cribing", + "ng en", + "ி à®", + ".r df", + ".M utex", + "Ġkne eling", + "ĠQ E", + "set Max", + "Read Stream", + "Ġvent as", + "s ut", + "cm peq", + ".WriteAll Text", + "ĠEx perienced", + "$ __", + "Ġka um", + "ĠL IS", + "Ġdocument os", + "_HE ALTH", + "icont ains", + "Ġart isans", + "OWN ER", + "Ġblink ed", + "get Display", + "Ġto en", + "Ġrow Num", + "Ġav ril", + "Ġinv is", + "ĠK ear", + "toBe InTheDocument", + "ap ur", + "Ġr acked", + "ĠMc Master", + "_ATTR IB", + "H az", + "Ġfact ura", + "/ ts", + "ĠÑĢаз меÑĢ", + "Ġz f", + "Ġshort fall", + ".f asta", + "ĠCONST ANT", + ".man aged", + "g ems", + "Shared Pointer", + "Ġblur ry", + "b rightness", + "( components", + "Ġ... \"ĊĊ", + "SE LL", + "ĠIllustr ator", + ".get Channel", + "Ġtrou vé", + "yst ers", + "Ġvo is", + "ĠLind en", + "Ġem ojis", + "Ġb rawl", + "ĠMS R", + "ĠE lo", + "ĠCroat ian", + "Popup Menu", + "L ewis", + ".J WT", + "Ġaston ished", + "B ush", + "(item Id", + "Ġdet achment", + "ĠEnc ore", + "å° Ķ", + "Ġre kl", + "Ġcr am", + ")$ /", + ".get Host", + "_re commend", + "- HT", + "_cal ibration", + "Auth enticate", + ".firebase app", + "UN IX", + "ĉC amera", + "ĠHE AP", + "I deal", + ". office", + "Ġgoof y", + "(S ymbol", + "Ġjou er", + "_part itions", + "Ġrapid ement", + "ĠGN UNET", + "id User", + "Ġsuperv ise", + "( Contact", + "AW N", + "ãģ ĺ", + "Ġna am", + "Ġa ust", + "åľ¨ 线", + "_soft max", + "Allow Anonymous", + "amm able", + "RO UTE", + "* D", + "Ġad en", + "ĠCrist ina", + "ĠCrist iano", + "Ġblood stream", + "sub class", + "_person a", + "CH ILD", + "-k now", + "Ġnavigation Options", + "ĠZuk unft", + "ĠPix ar", + "Ty ler", + "Ġunder world", + "Ġsincer ity", + "Ġdispens er", + "Ġk ter", + "idd ers", + ".add Node", + "- checked", + "Ġke yst", + "ĠW TO", + ".sign als", + "Ġadvent urer", + "ĠP ang", + "\\ R", + "= pos", + "Ġdispens aries", + "ĠClo set", + "(\"{ \\\"", + "ide on", + "Ġnécess aire", + "() \"Ċ", + "_RECE IVED", + "Ġrésult ats", + "Ġmod en", + "ĠIceland ic", + "; d", + ". allowed", + "(new User", + "Ġmerc iless", + ".Wait For", + "Ġday care", + "ĠCon veyor", + "ç ĸ", + "ð ¬", + "ç ĥ", + "ç Ĺ", + "ç ł", + "è Ħ", + "é ²", + "å ¦", + "çĿ Ģ", + "å¾ Ī", + "é ħ", + "ç ĭ", + "é ª", + "æ Ĥ", + "é ¥", + "è ħ", + "æĥ ³", + "å ¨", + "é ¹", + "ç Ĥ", + "å Ĵ", + "ç Į", + "è´ ¨", + "æ ¢", + "æ° Ķ", + "ð «", + "æķ Ļ", + "ç Ł", + "å Ħ", + "åıij å±ķ", + "åĪ Ľ", + "è ij", + "æ ħ", + "å ŀ", + "åģ ļ", + "æĪ ĺ", + "æ IJ", + "å¼ º", + "æ· ±", + "åĩ ł", + "ç ¿", + "å ©", + "è ŀ", + "å§ Ķ", + "åIJ Ħ", + "è İ", + "é ¸", + "é º", + "åı Ĺ", + "èģ Į", + "å ĺ", + "æ ½", + "é£ İ", + "èIJ ¥", + "åħ ļ", + "è ľ", + "éĤ £", + "é¢ Ĩ", + "ç ij", + "é ³", + "æľ ¯", + "ä» Ģ", + "æĪ ¿", + "ç² ¾", + "å ª", + "é Ĩ", + "å¤ ª", + "èĤ ¡", + "è Ľ", + "åħ ī", + "æŀ ģ", + "åĬ ŀ", + "è ĵ", + "ç ĺ", + "å ´", + "å Ĺ", + "èĬ ±", + "çł Ķ", + "å¿ «", + "å¸ Ī", + "è¶ Ĭ", + "è§ Ĥ", + "æ ¤", + "æ ¦", + "ç ŀ", + "èĤ ²", + "çĪ ±", + "çĻ ½", + "ä¸ ĸ", + "ä»Ģ ä¹Ī", + "çľ ¼", + "å ³", + "è Ĵ", + "æ ĵ", + "è¢ «", + "å¹ ²", + "çĹ ħ", + "å£ «", + "ç Ĵ", + "è ¸", + "æ ¾", + "å·¥ ä½ľ", + "è® ©", + "çĥ Ń", + "è¾ ĥ", + "åĦ ¿", + "åĬ ©", + "ç§ ¯", + "ç ³", + "ç ĵ", + "ç £", + "å Ĥ", + "è ¹", + "è ļ", + "å· ±", + "çĻ ¾", + "åĬ ¿", + "èµ Ľ", + "æ ¨", + "æ ¿", + "è ĸ", + "æĿ ij", + "å¸ ¦", + "å¢ ĥ", + "æĬ ¤", + "é Ń", + "å «", + "èĩª å·±", + "æµ İ", + "ä½ İ", + "åĮ »", + "éĺ ²", + "åĨ ľ", + "è Ĩ", + "ç Ĩ", + "é «", + "åĨ Ľ", + "æĪ ı", + "åį ĩ", + "æĸ ¯", + "ä½ ı", + "èIJ ½", + "åħ »", + "èĩ ´", + "ç Ĭ", + "ç ĩ", + "ç ħ", + "è Ķ", + "ä¼ģ ä¸ļ", + "åĽ ¢", + "æī į", + "æł ¡", + "åĩ Ĩ", + "å¥ ĩ", + "åī ¯", + "é ¼", + "æ¼ Ķ", + "é© ¬", + "èµ °", + "ç¥ ŀ", + "åħ ĭ", + "æľ Ľ", + "æ² ¹", + "è¾ ¹", + "åį ĥ", + "å¾ Ģ", + "åĪ ĩ", + "æ ©", + "ç ¶", + "å Ļ", + "éĻ ħ", + "çī Į", + "社 ä¼ļ", + "游 æĪı", + "æĸ ½", + "ç ħ§", + "æİ §", + "æ» ¡", + "è¯ Ĩ", + "éĩį è¦ģ", + "è¶ ³", + "çķ Ļ", + "ç» Ĩ", + "åį ı", + "éĢ Ĥ", + "æ ĩ", + "æ §", + "é Ħ", + "è Ŀ", + "å¸Ĥ åľº", + "ç»ı æµİ", + "ä¹ ł", + "æĸĩ åĮĸ", + "éļ ¾", + "ä¹ IJ", + "åĨ ³", + "æ¬ ¢", + "è§ ī", + "åĽ Ń", + "åħ ´", + "åħ ħ", + "ä¸ ¾", + "æī ¹", + "è ķ", + "æĬ Ĭ", + "æĬĢ æľ¯", + "ç© ¶", + "第 ä¸Ģ", + "ä¾ ¿", + "åĵ į", + "çİ ©", + "åĿ ļ", + "èŀ į", + "åį Ĭ", + "åĸ ľ", + "å± Ĥ", + "ç¦ »", + "ä» ħ", + "é Ł", + "åij ³", + "å¿ µ", + "åŃ £", + "ç´ §", + "ä¹ ħ", + "é ¤", + "é ŀ", + "è ¤", + "åĢ Ļ", + "åĨ µ", + "ç Ł³", + "åģ ¥", + "æĢ İ", + "å® Ŀ", + "è¡ Ģ", + "åŁ Ł", + "æĹ ©", + "çŁ¥ éģĵ", + "è´ Ł", + "åį ļ", + "å· ´", + "äº ²", + "å± ŀ", + "ä¸ ¥", + "äº ī", + "å¯ Ł", + "è º", + "ç °", + "建 设", + "产 ä¸ļ", + "åIJ ĥ", + "åŃ ©", + "æĹ ħ", + "æł ¹", + "æĿ IJ", + "ä¼ Ĺ", + "éļ ı", + "å® ĺ", + "åº ķ", + "å½ ©", + "å¯ Į", + "æ¸ ©", + "åį «", + "åī §", + "çĽ Ĭ", + "æĬ Ĺ", + "è´ ¢", + "çº ª", + "æ Ĩ", + "çĶŁ æ´»", + "çº ¢", + "çĶŁ 产", + "è¿ ľ", + "éĴ ±", + "åĶ ®", + "ç¾ ¤", + "çı Ń", + "æ¥ ¼", + "éĩ ĩ", + "èī º", + "å± ħ", + "åģ ĩ", + "è° Ī", + "æĻ ļ", + "é ¬", + "èĪ ª", + "å® ³", + "è Ĺ", + "ç į", + "å µ", + "çİ ĭ", + "åº ·", + "è İ·", + "ç» Ń", + "äº ļ", + "é£ Ł", + "åİ ĭ", + "æĭ Ľ", + "èĮ ĥ", + "è® ¸", + "åĽ ´", + "é ½", + "éĻ į", + "çº ³", + "åĵ ª", + "æķĻ èĤ²", + "å·² ç»ı", + "å¾ ·", + "æŀ Ĺ", + "å®ī åħ¨", + "é¾ Ļ", + "大 家", + "éĿ Ĵ", + "åº ľ", + "æ² ³", + "åı ¤", + "èį ¯", + "åĿ ĩ", + "æĻ º", + "ä¹ ¡", + "çķ ¥", + "åĨ ·", + "ç¦ ı", + "å® ¤", + "ç» ´", + "æī ¿", + "å± Ĭ", + "è¯ ī", + "åĪ »", + "è Ł", + "æ ª", + "å°± æĺ¯", + "è¿Ļ 个", + "ä¸Ń å¿ĥ", + "ä¸ĸ çķĮ", + "åŁİ å¸Ĥ", + "éĿŀ 常", + "åĪ Ĵ", + "åı Į", + "æĢİ ä¹Ī", + "åĪ° äºĨ", + "æľ ĥ", + "åı ²", + "ä¾ Ĩ", + "å¾ ĭ", + "å¥ ĸ", + "ç» Ī", + "åª Ĵ", + "å® ģ", + "è¯ ¾", + "èģĮ ä¸ļ", + "åħ į", + "æµ ĭ", + "æĢ ¥", + "æķ ij", + "çĭ ¬", + "èŃ ¦", + "é¤ IJ", + "æĦ ¿", + "è´ «", + "çĸ ij", + "å ļ", + "å¥ ¹", + "åı Ī", + "åĽł 为", + "ä¸į æĺ¯", + "å¤ Ł", + "æĸ¹ éĿ¢", + "éķ ĩ", + "äº Ĵ", + "éħ Ĵ", + "è® ²", + "çĸ Ĺ", + "æĺ ¥", + "æ¹ ĸ", + "å¤ ľ", + "è´£ ä»»", + "人 æ°ij", + "åħ °", + "çŁ Ń", + "æķ ħ", + "åĩ ı", + "æĻ ®", + "äº ®", + "ä¾ Ŀ", + "åį °", + "éĿ Ļ", + "åĢ ĭ", + "å¾ ģ", + "åIJ ¸", + "ç¼ º", + "æĶ »", + "åĩ Ģ", + "åħ ¸", + "åĽ º", + "è® ¿", + "ç ¹", + "ç Ģ", + "æıIJ ä¾Ľ", + "ç» ĩ", + "å¾Ī å¤ļ", + "çłĶ 究", + "è· Ł", + "主 è¦ģ", + "æĥħ åĨµ", + "çŃ ĸ", + "æŃ »", + "大 åѦ", + "æĶ¿ åºľ", + "å½± åĵį", + "ä¹ °", + "åħ Ń", + "éĻ ©", + "åħ «", + "æŁ IJ", + "è´¨ éĩı", + "åį ł", + "å· ®", + "æĽ´ å¤ļ", + "æľ ĭ", + "éĿ ©", + "å® £", + "çł ´", + "è½ »", + "åº §", + "æĺ ¾", + "ç¨ ³", + "è´ µ", + "èĥ Į", + "èī ¯", + "çĸ «", + "æ¯ Ĵ", + "ä¹ İ", + "åĢ Ł", + "è¿ ·", + "çŃ Ķ", + "æ¿ Ģ", + "åij ¼", + "äºĨ ä¸Ģ", + "è¶ £", + "ä¼ ´", + "ä¼ Ļ", + "è ¼", + "ð¬ Ń", + "åĽ½ 家", + "æ´» åĬ¨", + "çİ° åľ¨", + "ç§ij æĬĢ", + "åį ¡", + "ä¸į åIJĮ", + "个 人", + "è®° èĢħ", + "ä¸į æĸŃ", + "éĹ »", + "ä¹ Ŀ", + "èij Ĺ", + "ç» ¼", + "ä¸ ĥ", + "æł ij", + "æľĭ åıĭ", + "åį ĸ", + "ä¼ ¤", + "æ² Ļ", + "åĸ Ħ", + "å¥ Ĺ", + "è½ ®", + "ç© ¿", + "è¡ ¥", + "ä¸Ģ å®ļ", + "çª ģ", + "çĿ £", + "è¿ ½", + "å¨ ģ", + "åı ¦", + "åĽ °", + "æŀ ¶", + "ç» Ŀ", + "æķ £", + "æİ ¢", + "æ´ Ĺ", + "ä¸ ´", + "ä¼ ¼", + "è´ ¸", + "ä¸ °", + "æĺ¯ ä¸Ģ", + "ç« ŀ", + "è¿ İ", + "èģ ļ", + "è «", + "æį Ł", + "æī §", + "é© ¾", + "è¿ Ŀ", + "è ¥", + "è ł", + "ä»ĸ 们", + "æŶ åĢĻ", + "å® ĥ", + "人 åijĺ", + "è¿Ļ æł·", + "å·¥ ç¨ĭ", + "åĪĽ æĸ°", + "åŃ© åŃIJ", + "å¸ Į", + "éĥ¨ åĪĨ", + "éĵ ¶", + "代 表", + "é¦ Ļ", + "å¸ ®", + "æݨ è¿Ľ", + "çĽ ĺ", + "积 æŀģ", + "éĥ¨ éŨ", + "åŁ ¹", + "æŃ ¦", + "ä¸į ä¼ļ", + "çŃ ij", + "éĢ Ļ", + "çİ© 家", + "æĭ ¿", + "åİ Ĥ", + "æ¯ Ľ", + "çģ µ", + "æŃ Į", + "ç »¿", + "å¦ Ī", + "çĽ Ľ", + "é¦ Ĩ", + "é¡ º", + "èĦ ¸", + "å° ¼", + "ä¸ ½", + "å¥ ¥", + "éģ ĩ", + "è¯ į", + "å° ģ", + "ä¸ Ŀ", + "好 çļĦ", + "æĭ ħ", + "èĦ ±", + "æģ ¶", + "åİ ļ", + "åĬ ³", + "çĽ Ł", + "æĬ ĺ", + "åı ¥", + "æĢ Ģ", + "æŁ ĵ", + "书 è®°", + "åĨ ł", + "é² ľ", + "æ ¦Ĥ", + "éļ IJ", + "å¹ ħ", + "èµ ŀ", + "å¹ ķ", + "æ¥ Ń", + "éģ Ĺ", + "åĪ ¤", + "è ĺ", + "å ¶", + "æĬķ èµĦ", + "è¡Į ä¸ļ", + "äº ij", + "çݯ å¢ĥ", + "åѦ çĶŁ", + "åIJĪ ä½ľ", + "åģ¥ 康", + "é£ ŀ", + "ä¸Ģ æŃ¥", + "ä¸Ģ 缴", + "åıij çĶŁ", + "éĺ ¿", + "é¢Ĩ 导", + "åĸľ 欢", + "åºĶ 该", + "çĤ º", + "è® Ń", + "æĿ Ģ", + "æ¸ ¯", + "交 éĢļ", + "éĺ ¶", + "éĴ ¢", + "ä» ¤", + "å° ½", + "æ¯ į", + "è¡ £", + "ç² ī", + "é¡ ¶", + "ä¹Ł ä¸į", + "æĬ ĵ", + "èĭ ¦", + "å¹ ¸", + "ç¤ ¼", + "第 ä¸ī", + "大 çļĦ", + "éģ İ", + "çĥ Ł", + "éģ ¿", + "ä» į", + "åº Ĩ", + "æĢ ķ", + "è° ¢", + "çĽ ĸ", + "å° Ħ", + "éľ ²", + "æĸ Ĺ", + "ç Ĭ¶", + "åŃ ¸", + "æ¯ ķ", + "å· ¨", + "çŁ ¿", + "çļ ĩ", + "å¸ Ń", + "çĹ ĩ", + "æī ¬", + "å» ¶", + "ä¾ §", + "æ· ¡", + "çļĦ ä¸Ģ", + "ç¶ ²", + "æ´ ģ", + "ç ¸", + "è§ Ī", + "çŃ ¹", + "ç§ ĺ", + "è¯ Ĭ", + "çı ¾", + "èª ī", + "æ¯ «", + "ð ¨", + "åį ´", + "æĪIJ 为", + "èĥ½ åĬĽ", + "é» Ħ", + "æĹħ 游", + "èĪ ¬", + "æ¯Ķ è¾ĥ", + "èµ· æĿ¥", + "äºĨ 解", + "èĩª çĦ¶", + "ä¸Ģ 次", + "åŁº æľ¬", + "æĽ ¾", + "综 åIJĪ", + "èı ľ", + "è§ī å¾Ĺ", + "第 äºĮ", + "è· ij", + "æ³ ¢", + "åĢ Ĵ", + "ç¡ Ģ", + "åħ µ", + "èį ī", + "çĶ ³", + "çĶ °", + "æĤ £", + "è§Ħ å®ļ", + "èĥ ľ", + "èµĦ 产", + "æ¢ ¦", + "æľ Ŀ", + "è¿Ļ éĩĮ", + "å¤ «", + "æĮ ¥", + "ä½ Ľ", + "å® Ī", + "éĽ ¶", + "æĸ ¼", + "ç¯ ĩ", + "å² Ľ", + "åĵ ¥", + "éŃ Ķ", + "ä¸į åĪ°", + "æī ĺ", + "åº Ĭ", + "æ¬ §", + "èį £", + "æ± ĩ", + "æī ©", + "åģ ı", + "å¢ Ļ", + "è® ¯", + "å© ļ", + "æĥ ł", + "æ´ ĭ", + "å® ľ", + "æ¶ ¦", + "æħ ¢", + "éĢ ı", + "å® ½", + "é¡ ¾", + "ç´ ¯", + "æ± ¡", + "çĪ Ĩ", + "ç§ Ł", + "æĥ Ĭ", + "æ¶ ¨", + "é¥ °", + "éĺ µ", + "é¥ ®", + "æļ ĸ", + "åº Ł", + "æĹ Ĺ", + "éļ Ķ", + "ç¶ ĵ", + "åĭ Ļ", + "å¯ ¦", + "éĢ Ķ", + "æī «", + "çĥ Ī", + "éĽ »", + "åĪ ij", + "éĹ ľ", + "éĹ ª", + "å¥ ĭ", + "å Ĥ¨", + "ç¼ ©", + "ä¾ µ", + "å ¬", + "𬠶", + "åĽ½ éĻħ", + "ç»Ħ ç»ĩ", + "ä¸ĵ ä¸ļ", + "åıij çİ°", + "å¸Į æľĽ", + "ç»ı èIJ¥", + "åı «", + "æĿ¥ 说", + "éļ ľ", + "ä»» ä½ķ", + "交 æĺĵ", + "éĩį çĤ¹", + "çļ ®", + "ç» į", + "æ´ ¾", + "ç§ij åѦ", + "åºĶ çĶ¨", + "建 çŃij", + "èĤ ī", + "æĶ¹ éĿ©", + "åŁº ç¡Ģ", + "æ± ī", + "åĩº æĿ¥", + "è¿Ļ ä¹Ī", + "åĪ ļ", + "åĿ IJ", + "ä¸į ä»ħ", + "ä¼ļ è®®", + "éĿ ł", + "åªĴ ä½ĵ", + "æ° ¸", + "åĨ ²", + "èĭ ı", + "å¤ ®", + "çĪ ¶", + "åł Ĥ", + "å®ŀ éĻħ", + "è¡ Ĺ", + "ç« ¥", + "éĺ ħ", + "äºĭ æĥħ", + "åİŁ åĽł", + "éħ ¸", + "以 æĿ¥", + "å¨ ±", + "å® «", + "åĿ Ĺ", + "ç» ©", + "éĩ İ", + "ä¸į å¾Ĺ", + "ä¼ł å¥ĩ", + "ç¡ ¬", + "åİ ħ", + "æĹ ¢", + "ç» ĥ", + "èĦ ij", + "å¼ ±", + "æİ Į", + "è´ ´", + "æĮ Ĥ", + "åħ³ éĶ®", + "å° ļ", + "é¥ Ń", + "åº Ħ", + "çĻ ¼", + "åľ ĭ", + "æİ Ī", + "个 æľĪ", + "äº Ī", + "å¸ ģ", + "è· Ŀ", + "æ² ī", + "ç« Ł", + "åĨ ¬", + "æĬ ½", + "éĨ Ĵ", + "å¼ Ł", + "è§ ¦", + "èģ ĺ", + "è± Ĩ", + "æļ ´", + "åijĬ è¯ī", + "è± ª", + "èµ ¢", + "è· ¨", + "è³ ĩ", + "çĪ ¸", + "æĬ ±", + "æµ ª", + "éº »", + "ä» ª", + "è¡ ¡", + "å¥ ¶", + "çģ ¾", + "èµ ¶", + "èĤ ¥", + "å§ IJ", + "åĢ º", + "éľ ĩ", + "è® ¢", + "æ¬ Ĭ", + "ç ·", + "å» ī", + "ä¿ Ĺ", + "å¿ ĺ", + "å¦ ĩ", + "ç¼ ĵ", + "åŃ ķ", + "æ¼ «", + "è£ ģ", + "çĩ ĥ", + "é» ĺ", + "çī ¢", + "çĪ ·", + "æĬ µ", + "å® ¾", + "æľī ä¸Ģ", + "è¿ ¹", + "è¿ «", + "è² Į", + "æľī çļĦ", + "ð¬ ĺ", + "è¿ĺ æĺ¯", + "æīĢ 以", + "ä¹Ł æĺ¯", + "è¿Ļ äºĽ", + "对 äºİ", + "åIJ §", + "缮 åīį", + "èĩªå·± çļĦ", + "èĥ½ å¤Ł", + "å¦Ĥ ä½ķ", + "æľº æŀĦ", + "åıª æĺ¯", + "ç½ij ç«Ļ", + "åħ¨ éĿ¢", + "为 äºĨ", + "å¼Ģ åıij", + "æĸ° éĹ»", + "éĩij èŀį", + "ç» §", + "客 æĪ·", + "ä¸Ģ èµ·", + "èĮ ¶", + "åħ³ 注", + "æ°´ å¹³", + "åİĨ åı²", + "å¢ŀ éķ¿", + "é ±", + "åŁº éĩij", + "åº Ń", + "åı ¶", + "ä¿ ĥ", + "éĽ ¨", + "æ¶Ī è´¹", + "èĪ ¹", + "çŁ¥ è¯Ĩ", + "æĪĺ çķ¥", + "ç»ı éªĮ", + "å³ °", + "æĽ ²", + "èĦ ļ", + "åĨ °", + "å¤ ı", + "å½ Ĵ", + "ç¬ Ķ", + "èĻ ij", + "çĶ ²", + "åľ Ī", + "è¯ Ĺ", + "é½ IJ", + "容 æĺĵ", + "çłĶ åıij", + "éª ¨", + "çº ¸", + "è· µ", + "æĹ §", + "çķ ¶", + "åĪ ¸", + "è´ ·", + "åı ¬", + "ç§ ĭ", + "æ¶ ²", + "è¡Į æĶ¿", + "çĮ ®", + "èĤ ¤", + "éĢ IJ", + "è¶Ĭ æĿ¥", + "è¶ĬæĿ¥ è¶Ĭ", + "æĦı è§ģ", + "èĪ ŀ", + "åī Ĥ", + "æ¶ ī", + "ç¨ĭ 度", + "åħ¬ åħ±", + "æ¢ °", + "æľ «", + "çº ¯", + "åĶ ±", + "æ´ ²", + "æĬ ¢", + "æ¤ į", + "å¿ Ļ", + "ä¼ °", + "å¼ ¹", + "æ³ ī", + "æľĢ 大", + "è¶ ĭ", + "å· §", + "ç¦ ģ", + "æī ¶", + "åį ±", + "çı ł", + "çĨ Ł", + "æĭ ľ", + "主 ä¹ī", + "æĿ Ĥ", + "éĻ Ħ", + "éģ į", + "æIJ Ń", + "æĮ ¯", + "å¤ļ å¹´", + "æķ ¬", + "æij Ħ", + "çº ·", + "å¼ ĥ", + "æ¹ ¿", + "å¨ ĺ", + "æ¡ £", + "é© ¶", + "æľ Ĺ", + "æ® ĸ", + "æ¦ ľ", + "åĵ ¡", + "ä¸Ģ ä½ĵ", + "æŁ¥ çľĭ", + "ç¹ ģ", + "æµ ĵ", + "åħ¬ å®ī", + "æ½ ľ", + "è´ ¯", + "éª Ĺ", + "æ IJľ", + "å· ¡", + "è ¬", + "é Ĭ", + "å§Ķ ä¼ļ", + "æĤ ł", + "åī ©", + "æı Ń", + "åŃ£ 度", + "ð «ĺ", + "𬠬", + "ä ´", + "ð ª", + "ä½Ĩ æĺ¯", + "éĥ½ æĺ¯", + "å¹³ åı°", + "åѦ ä¹ł", + "åĵģ çīĮ", + "ä¸ Ķ", + "è¿Ļ ç§į", + "æĶ¿ çŃĸ", + "æĭ ¬", + "认 为", + "ä¸Ģ èĪ¬", + "æłĩ åĩĨ", + "æĶ¯ æĮģ", + "模 å¼ı", + "åħ³ ç³»", + "çļĦ æĺ¯", + "è¿Ļ ä¸Ģ", + "ä¸į è¦ģ", + "çĶ ļ", + "ç²¾ ç¥ŀ", + "æĭ ¥", + "åĪ© çĶ¨", + "ä¿Ŀ æĬ¤", + "ä½ľ çĶ¨", + "èĭ ¥", + "åĽ½ åĨħ", + "ä»ĭ ç»į", + "ä¸Ģ ä¸ĭ", + "å·¥ ä¸ļ", + "缮 æłĩ", + "æľĢ åIJİ", + "ä»· åĢ¼", + "å° į", + "éĵ ģ", + "è° ģ", + "ç»ĵ æŀĦ", + "éĽ ª", + "æĻº èĥ½", + "ä¼ł 绣", + "ä½ĵ èĤ²", + "çĶŁ æĢģ", + "æĭ į", + "æİ ª", + "åĨľ ä¸ļ", + "çī¹ èī²", + "è§Ħ 模", + "æŶ 代", + "è¿ĩ ç¨ĭ", + "éĴ Ī", + "æĿ ¾", + "åĶ IJ", + "åĮ» çĸĹ", + "çģ ¯", + "åĪ¶ éĢł", + "æł¸ å¿ĥ", + "ä¸į åı¯", + "ç³» åĪĹ", + "åIJ ī", + "åľ £", + "åĢ ij", + "ä½ ³", + "æĿ¥ çľĭ", + "æ¯Ķ èµĽ", + "ä¸ĭ æĿ¥", + "åĩº äºĨ", + "å¹² éĥ¨", + "å¾® ä¿¡", + "å½ĵ åľ°", + "åį ·", + "åį« çĶŁ", + "ä¼ Ł", + "çĸ« æĥħ", + "è° ·", + "åĩł 个", + "éĺ ´", + "çĶŁ çī©", + "å° ¤", + "ä¼ Ĭ", + "èĤ ¯", + "éĿ¢ 积", + "åĪĽ éĢł", + "æı ¡", + "åľ Ĩ", + "æĻ ĵ", + "æĪIJ äºĨ", + "åĩ ¡", + "çĸ ¾", + "ç«ŀ äºī", + "è® ¨", + "主 é¢ĺ", + "é² ģ", + "è¿ ª", + "ä¿ Ħ", + "æĢ ª", + "ä¸ ¦", + "èĻ ļ", + "æ½ ®", + "çĥ §", + "èĢ ³", + "æ± ł", + "éĢĤ åIJĪ", + "æł¹ æľ¬", + "åĬł 缣", + "çĶµ è§Ĩ", + "æ· ·", + "ç¼ ĺ", + "çª Ĺ", + "çĬ ¯", + "æĥ ¯", + "æĦı ä¹ī", + "åĬŀ æ³ķ", + "ä¼ ij", + "æ» ij", + "åĭ ĩ", + "æķ ¢", + "å¯ »", + "è¦ Ĩ", + "éĢ ĥ", + "ç»ı çIJĨ", + "åĿ ı", + "æ³ ½", + "ä¹ ĺ", + "åĪ º", + "å± ı", + "é¡ ¿", + "äº ¡", + "éĤ Ģ", + "åħ ¼", + "åĭ ¤", + "æ® ĭ", + "æĺ ł", + "æ¯ķ ä¸ļ", + "æĪ ª", + "è· Į", + "å£ ģ", + "åı¦ ä¸Ģ", + "羣 å®ŀ", + "ç£ ¨", + "è¯ ļ", + "å¿ħ è¦ģ", + "æģ ĭ", + "æĩ Ĥ", + "å¾ Ĵ", + "è° ĵ", + "æķ ı", + "æ Ļ¨", + "èĥ ¸", + "æĭ ¼", + "å¦ Ļ", + "è¯ ¸", + "èģ Ĭ", + "æĤ ī", + "éº ¼", + "åĩ Ń", + "èĪ Ĵ", + "æ¶ Ĥ", + "è¿ ģ", + "æ² ¿", + "å¡ ij", + "æĽ ¿", + "æ¾ ³", + "å¿ į", + "èĢ Ĺ", + "éľ ¸", + "åĩł å¹´", + "åĪ Ĭ", + "èĦ ī", + "èħ IJ", + "æ¡ Į", + "çº ł", + "æ» ļ", + "æĤ ²", + "åĨ Ĵ", + "å¦ ¹", + "çķ ħ", + "çº µ", + "æij ĩ", + "å¤ º", + "è·¯ ä¸Ĭ", + "å¿ ½", + "èĸ ª", + "æģ IJ", + "æĦı æĢĿ", + "å« Į", + "æı ´", + "æ° §", + "èĢ Ģ", + "éĺ »", + "è½ ¨", + "å¹ »", + "æį ķ", + "åĿ ¦", + "åĵĪ åĵĪ", + "çĭ IJ", + "æ» ¨", + "è² »", + "è¿ Ł", + "人 éĥ½", + "ç» ĺ", + "åı ¹", + "çµ IJ", + "æī °", + "æ» ĭ", + "å¥ ij", + "åĭ Ł", + "ç¢ º", + "ð ¦", + "éĽĨ åĽ¢", + "æĿ İ", + "å¼Ģ å±ķ", + "æıIJ åįĩ", + "åħ¨ åĽ½", + "æ±½ 车", + "åѦ æł¡", + "æł¹ æį®", + "è¿Ļ æĺ¯", + "åĩº çİ°", + "éĻ Ī", + "ç½ Ĺ", + "èİ· å¾Ĺ", + "åĪ ĺ", + "éĶĢ åĶ®", + "æľª æĿ¥", + "éľĢ æ±Ĥ", + "å®ŀ æĸ½", + "åĿļ æĮģ", + "åħ¨ çIJĥ", + "éĵ¶ è¡Į", + "æݧ åĪ¶", + "é¡ »", + "åľ° åĮº", + "æīĵ éĢł", + "çļĦ è¯Ŀ", + "帮 åĬ©", + "ä½ĵ ç³»", + "è¾¾ åĪ°", + "è§Ħ åĪĴ", + "åŁ¹ è®Ń", + "两 个", + "æĬ¥ åijĬ", + "åľ° æĸ¹", + "å®Į åħ¨", + "æİ ī", + "ç»ĵ åIJĪ", + "宣 ä¼ł", + "æ³ķ å¾ĭ", + "èīº æľ¯", + "çĶµ å½±", + "èª ª", + "ä¸Ģ çĤ¹", + "è¶ħ è¿ĩ", + "çĶµ åŃIJ", + "æĢĿ æĥ³", + "æķĻ åѦ", + "éĺ¶ æ®µ", + "åķĨ ä¸ļ", + "çī© æµģ", + "åĪĽ ä¸ļ", + "æĸ¹ æ¡Ī", + "çİ° 代", + "æ¡ ¥", + "èIJ½ å®ŀ", + "带 æĿ¥", + "产 çĶŁ", + "ç§ Ģ", + "æ³ °", + "ä¹ ±", + "åħ· ä½ĵ", + "åĸ Ŀ", + "èĵ Ŀ", + "å® Ĺ", + "åįĩ 级", + "æ·± åħ¥", + "ä¿Ŀ éĻ©", + "ç®Ģ åįķ", + "çĹ Ľ", + "稳 å®ļ", + "è¾ Ĩ", + "å±ŀ äºİ", + "å· Ŀ", + "ä¸į å°ij", + "åĴ ¨", + "举 西", + "å½¢ å¼ı", + "娱 ä¹IJ", + "æŃ£ 常", + "é¸ ¡", + "åħħ åĪĨ", + "å®ŀ è·µ", + "éĩĮ éĿ¢", + "è· ³", + "èĻ İ", + "æĪIJ éķ¿", + "æļ Ĺ", + "çĿ ¡", + "ç½ ª", + "çIJĨ 念", + "æĮ ij", + "èµĦ æľ¬", + "å¤ļ å°ij", + "ä¸ĭ éĿ¢", + "å¸ Ŀ", + "åħ¬ å¼Ģ", + "æ¸ IJ", + "éķ ·", + "å± ĭ", + "欢 è¿İ", + "å¿ĥ çIJĨ", + "çĤ İ", + "æ¹ ¾", + "è® ĵ", + "éĤ Ħ", + "ç³ ĸ", + "ä¹ Į", + "åĬ ±", + "çī Ļ", + "èħ ¿", + "å² Ĺ", + "ä¼ į", + "æĪIJ åijĺ", + "åŃ Ķ", + "å°ı ç¼ĸ", + "èij £", + "æ³ ¡", + "åħĪ è¿Ľ", + "åħ §", + "åĺ ´", + "è´ Ŀ", + "è »", + "æIJ ŀ", + "æ³ Ľ", + "é¸ Ł", + "ç½ ²", + "èĽ ĭ", + "主 ä»»", + "缮 çļĦ", + "ä¹ ı", + "æ´ ¥", + "æĪ ´", + "严 æł¼", + "çħ ¤", + "çĮ «", + "åĶ ¯", + "å° Ĭ", + "çĶ ľ", + "åŀ ĥ", + "åľ ¾", + "æĭ Ł", + "çĦ ¦", + "é« Ķ", + "å® ı", + "æ© Ł", + "é© »", + "æĹ ģ", + "å½ »", + "éĥ½ ä¸į", + "æij ©", + "ä» ĵ", + "ä¹ ³", + "å² ¸", + "è° ĭ", + "大 å¤ļ", + "çģ Ń", + "èħ ¾", + "æŁ ľ", + "èĪ į", + "åħļ çļĦ", + "å° ĺ", + "åįģ å¹´", + "æĭ Ĵ", + "è£ ¡", + "æŁ Ķ", + "å¹ ¼", + "éĶ ģ", + "ä¸ĵ 项", + "æī İ", + "驾 驶", + "ç¢ İ", + "è¢ ĭ", + "éĶ ĭ", + "å£ ®", + "å° ĸ", + "çĶµ æ±ł", + "è¿ Ķ", + "æ¼ ı", + "å¾ ª", + "èı Į", + "èĥ ĥ", + "è¾ ħ", + "éĢ Ĵ", + "èĥ İ", + "éĻ ª", + "å¯ ¿", + "å¥ Ķ", + "çĮ Ľ", + "çº ¹", + "çŁ¥ åIJį", + "å¿ Ĩ", + "æ¡ ĥ", + "æ£ ĭ", + "éĢ Ĩ", + "çĤ ¼", + "ç± į", + "çī §", + "æł· çļĦ", + "è¾ Ľ", + "åł Ĩ", + "å®ŀ åľ¨", + "ä¼ ı", + "å® ¿", + "èµ ı", + "è£ Ĥ", + "åįĬ å¹´", + "åĢ ¾", + "满 æĦı", + "æ¢ ¯", + "æĦı åij³", + "åŃ ¤", + "ç¥ Ŀ", + "æĻ ¶", + "èµ Ķ", + "åģ ¿", + "èĦ Ĥ", + "ç½ ļ", + "ç¢ į", + "æ² ĥ", + "æ ĵį", + "å´ ĩ", + "æļ Ĥ", + "è· ĥ", + "æIJ ¬", + "å© Ĩ", + "é ī", + "éī ´", + "åħ´ 趣", + "èIJ¥ ä¸ļ", + "è® Ĭ", + "èĦ ı", + "è¾ Ī", + "å·ŀ å¸Ĥ", + "è´« åĽ°", + "ç© ·", + "ä¸Ń å°ı", + "æ¼ Ĥ", + "çĻ Į", + "èľ ľ", + "ä¼Ļ ä¼´", + "çī µ", + "æĤ Ł", + "éĻ ·", + "èµĽ åŃ£", + "æ¨ £", + "åģ ¶", + "æĺ Ĩ", + "è¢ Ń", + "æį IJ", + "èī °", + "æ Ĥ¬", + "çĶ ¢", + "èij ¡", + "çĽ Ĺ", + "å© ´", + "å° İ", + "çº ½", + "åĢ ¡", + "æī ®", + "è¨ Ń", + "æĬ ij", + "ç¡ ķ", + "è¾ ĸ", + "éĥ ģ", + "è¾ ©", + "éĤ »", + "çİ° åĩº", + "è¦ ı", + "å½ ¹", + "éĺ Ķ", + "åī µ", + "è¯ ±", + "æĥ ij", + "æ· Ģ", + "é¢ Ī", + "ä¾ ¦", + "æģ °", + "æ£Ģ å¯Ł", + "éĨ «", + "çĦ¶ æĺ¯", + "åĭ ĥ", + "èĮ «", + "ä ĵ", + "𠬸", + "ä½ľ 为", + "çļĦ 人", + "éĤ£ ä¹Ī", + "ç¾İ åĽ½", + "è¿ĺ æľī", + "æıIJ é«ĺ", + "èĻ ½", + "åħ· æľī", + "åĮħ æĭ¬", + "æĪĸ èĢħ", + "ä¸į è¿ĩ", + "ä¸Ĭ æµ·", + "åĮ» éĻ¢", + "èµĦ éĩij", + "çĶļ èĩ³", + "åĪ¶ 度", + "解 åĨ³", + "èģĶ ç½ij", + "继 ç»Ń", + "建 ç«ĭ", + "è¿Ľ ä¸ĢæŃ¥", + "æĿIJ æĸĻ", + "ä»Ĭ 天", + "å¿ħ é¡»", + "åIJĦ ç§į", + "çİ° åľº", + "ä»ĸ çļĦ", + "å¢ŀ åĬł", + "é¢Ĩ åŁŁ", + "åıĤ ä¸İ", + "æĮģ ç»Ń", + "ä¹ĭ ä¸Ģ", + "çī¹ åĪ«", + "é± ¼", + "åħ± åIJĮ", + "åĬ ª", + "çİ ī", + "人 们", + "åħĪ çĶŁ", + "ä¼ĺ åĬ¿", + "ä¿Ŀ æĮģ", + "ä½ľ åĵģ", + "çī Ľ", + "æĪIJ æľ¬", + "æĶ¶ åħ¥", + "åıĬ æŶ", + "è´Ł è´£", + "æİ¥ åıĹ", + "èį IJ", + "åıª è¦ģ", + "羣 çļĦ", + "导 èĩ´", + "æľº åĪ¶", + "è¡Į åĬ¨", + "æĸ° çļĦ", + "å®Į åĸĦ", + "为 ä»Ģä¹Ī", + "ä¸Ń 央", + "æĪIJ ç«ĭ", + "æĦŁ è§ī", + "åıĺ åĮĸ", + "åıĹ åĪ°", + "并 ä¸į", + "åŃ Ļ", + "æĸ½ å·¥", + "æĺİ æĺ¾", + "è¿ĩ åİ»", + "åıij æĮ¥", + "羣 æŃ£", + "åŁº åľ°", + "æĺİ ç¡®", + "èĥ ¡", + "许 å¤ļ", + "ä¸Ģ å¹´", + "æĸ¹ åIJij", + "æģ ©", + "缸 ä¿¡", + "åľ ³", + "详 ç»Ĩ", + "äºĭ ä¸ļ", + "çĶŁ åij½", + "åĴ¨ 询", + "æĸĩ æĺİ", + "çij ŀ", + "绿 èī²", + "èİ «", + "æĦı è¯Ĩ", + "æĬķ åħ¥", + "åĬł å¿«", + "æ¢ ħ", + "ç¿ »", + "å¼Ģ æĶ¾", + "æĻ® éĢļ", + "åįı ä¼ļ", + "æĪIJ 绩", + "ä» Ļ", + "å¯ Ĵ", + "è¯ģ åĪ¸", + "认 è¯Ĩ", + "ä¸ ¹", + "大 éĩı", + "è¿ ħ", + "åģļ åĪ°", + "设 æĸ½", + "è´¸ æĺĵ", + "èĥ½ æºIJ", + "æŶ æľŁ", + "ä¸Ģ 天", + "æ²» çIJĨ", + "åĺ ī", + "å® ĩ", + "丰 å¯Į", + "举 è¡Į", + "æĪIJ æŀľ", + "èĤ¯ å®ļ", + "çĭ Ĺ", + "åĬ¨ åĬĽ", + "æ£ ®", + "åĩł ä¹İ", + "åĽł ç´ł", + "æ°ij æĹı", + "æ´ ŀ", + "ç½ij åıĭ", + "åIJĪ çIJĨ", + "广 大", + "æ® Ĭ", + "æ´ Ľ", + "æĿ ¯", + "èĴ Ļ", + "çĶ¨ äºİ", + "èŀį èµĦ", + "ç¥ ĸ", + "æľº 械", + "举 åĬŀ", + "èĩª åĬ¨", + "åĬŀ åħ¬", + "é» ŀ", + "éĽ Ħ", + "åĢ¼ å¾Ĺ", + "çĮ ª", + "以 为", + "æĺ Į", + "è·Ŀ 离", + "åIJ¸ å¼ķ", + "ç» ķ", + "éļ Ĩ", + "计 ç®Ĺ", + "éĺŁ ä¼į", + "大 ä¼ļ", + "å¼ķ èµ·", + "çī¹ çĤ¹", + "èĥ ¶", + "å¹´ è½»", + "æľ¬ 身", + "æľº åħ³", + "å®ĺ æĸ¹", + "éĥ ij", + "æµ Ļ", + "è§Ĵ èī²", + "èij£ äºĭ", + "为 主", + "æĹł 论", + "ä¹ł æĥ¯", + "æ¥ ļ", + "æĭ ĵ", + "绣 计", + "åħ Ħ", + "广 æ³Ľ", + "åį Ģ", + "污 æŁĵ", + "è« ĭ", + "èĬĤ 缮", + "ä¼ ¦", + "è¦Ĩ çĽĸ", + "èĢ IJ", + "æī¶ è´«", + "ç»ı åİĨ", + "éĩįè¦ģ çļĦ", + "èĤ¡ 举", + "æĭĽ èģĺ", + "åĽĽ 个", + "æĩ ī", + "èĥ ŀ", + "æij Ĩ", + "é«ĺ éĢŁ", + "éº ¦", + "åİŁ åĪĻ", + "èİ ±", + "æĽ´ 好", + "éķ ľ", + "åĩ Į", + "åŀĥ åľ¾", + "éĢ ²", + "çģ °", + "éĵ º", + "äºĭ æķħ", + "çĶ ĺ", + "空 æ°Ķ", + "é¾ Ħ", + "èı ²", + "çĵ ¶", + "æĺ ¨", + "æĹ¥ æĬ¥", + "æµ ®", + "åľ° åĽ¾", + "åij Ī", + "大 åĬĽ", + "ç» ª", + "å¸ ħ", + "æľį åĭĻ", + "ä¸į éĶĻ", + "乡 æĿij", + "å± ¥", + "å¹³ æĸ¹", + "éĹ ²", + "æī £", + "ç´ł è´¨", + "èµ ´", + "éģ Ń", + "èIJ ¨", + "èĩª 主", + "éĩij å±ŀ", + "èī¯ 好", + "两 å¹´", + "æ³ ¥", + "é¢ ľ", + "ç²¾ 彩", + "ä¸Ń åįİ", + "æĻ ĭ", + "ä¹ł è¿ij", + "ä¹łè¿ij å¹³", + "æĪĺ 士", + "åģļ çļĦ", + "éª ij", + "æ» ´", + "çĵ ľ", + "çīĪ æĿĥ", + "èĤ ł", + "æľĥ åĵ¡", + "çı į", + "ç¨ ®", + "ä »¿", + "çī© ä¸ļ", + "åĢĭ 人", + "å¦ »", + "ä¼ ¸", + "æ± Ĺ", + "æĹ º", + "çIJĨ æĥ³", + "æij ¸", + "è¿Ŀ æ³ķ", + "å®Į æķ´", + "åİ ¦", + "è¸ ı", + "æĸ ij", + "æ¡ Ĥ", + "ä½ĵ åĪ¶", + "å¸ «", + "æĿ Ĩ", + "æ® ¿", + "æ¯ ģ", + "é¦ Ī", + "è§Ĵ 度", + "æ¬ £", + "çĥ ¦", + "èĤ º", + "éĩĩ 访", + "æij ĺ", + "æĮ ¡", + "æ· ĺ", + "åħ» èĢģ", + "çĤ ¸", + "è¿ Ī", + "åİ ī", + "åĿ Ĭ", + "è¾ £", + "åĩ Ŀ", + "æ³ ª", + "çĸ ı", + "æİ ĺ", + "åĥı æĺ¯", + "éĽ ķ", + "ç¼ Ŀ", + "èį ·", + "æį ·", + "åł ¡", + "åı¥ è¯Ŀ", + "çĸ ¼", + "æł ı", + "éģ µ", + "ç¢ ³", + "å·¥ åķĨ", + "æIJ º", + "åĪ ¥", + "ä¹ Ļ", + "æĹ ĭ", + "æĥ ľ", + "ä¸Ģ 大", + "å±Ĥ 次", + "èµ ĸ", + "æĬ ¬", + "æ¨ Ĥ", + "è¯ ŀ", + "åħ Ĵ", + "ç¯ ®", + "èĤ ĥ", + "å§ ¿", + "æĬ ļ", + "çĵ ·", + "çĶµ åĬ¨", + "æĸ° åĨł", + "æ¶ µ", + "ç¢ ij", + "æ· ®", + "æĹ ¨", + "è¸ ª", + "æ¸ Ķ", + "æĦ Ī", + "åı Ķ", + "åįĹ çľģ", + "ç¾ ©", + "å§Ķ 书记", + "è² ¸", + "æ¶ Į", + "è« ĸ", + "èIJ Ħ", + "æı ı", + "å¿ §", + "è¾ ¦", + "å¦ Ĩ", + "æī Ń", + "åij µ", + "éģ ¥", + "è¨ ±", + "ä» ĩ", + "åįģ ä¸ī", + "åī ²", + "èª į", + "èĪ °", + "é¢ ĩ", + "é¥ ±", + "çĭ ł", + "é«ĺ çļĦ", + "çµ ±", + "æħ İ", + "é¢ ģ", + "åIJĪ éĢĤ", + "æµ ´", + "èµ ĭ", + "æĬ ¼", + "å¦ ¥", + "éĻ¢ éķ¿", + "èĢ ķ", + "è¾ ¨", + "æħ °", + "åįģ åĽĽ", + "æľ µ", + "èĵ Ħ", + "æŀ ¢", + "å» ·", + "æĤ Ħ", + "æ¶ ¯", + "çŁ ©", + "åŃIJ éĩĮ", + "çĬ ¹", + "å±Ģ éķ¿", + "é IJ", + "å¥ ł", + "ä¼ļ éķ¿", + "æĵ ļ", + "ä¸į åıĬ", + "åįģ ä¹Ŀ", + "æ¬ º", + "èº º", + "éĺ IJ", + "çº Į", + "è¨ »", + "åĨ Ĭ", + "èŃ ĺ", + "é«ĺ çŃī", + "èħ º", + "å¤ ķ", + "ç» ij", + "åĶ ¤", + "èķ ´", + "çķ ľ", + "æħ ĭ", + "åı Ļ", + "åı ĥ", + "å³ ¡", + "人 大", + "éħ ¿", + "éģ ©", + "å¥ ¢", + "åı£ æ°Ķ", + "éĮ Ħ", + "é ı", + "åĭ ĺ", + "è´ ¿", + "éļ ª", + "é ĭ", + "éļ ¶", + "ð ¥", + "𬠣", + "ð £", + "ð« į", + "𬠳", + "ð« ĵ", + "ð« Ħ", + "ð« Ł", + "𨠱", + "ä Ĺ", + "以 åıĬ", + "æľī éĻIJ", + "åij ¢", + "åIJ Ĺ", + "çľĭ åĪ°", + "计 åĪĴ", + "è¿Ľ åħ¥", + "缴 æİ¥", + "åĪĨ æŀIJ", + "åıª æľī", + "设 å¤ĩ", + "åħ¶ å®ŀ", + "åĬł 强", + "ä¸Ń çļĦ", + "ä¿Ŀ éļľ", + "èĢģ å¸Ī", + "人 æīį", + "å¾Ĺ åĪ°", + "é£İ éĻ©", + "ä¸Ģ ç§į", + "空 éĹ´", + "æĪij åĽ½", + "ä¹ĭ åīį", + "ä¸ĵ 家", + "æĿ ¨", + "æĹ¥ æľ¬", + "群 ä¼Ĺ", + "åıĤ åĬł", + "æķĪ æŀľ", + "æľī åħ³", + "家 åºŃ", + "åĮº åŁŁ", + "åĬª åĬĽ", + "éļı çĿĢ", + "æĹł æ³ķ", + "交 æµģ", + "è¡Į 为", + "æ£Ģ æŁ¥", + "æľŁ éĹ´", + "å¦Ĥ æѤ", + "èĤ¡ 份", + "å½ĵ æŶ", + "è£ħ å¤ĩ", + "åĩĨ å¤ĩ", + "éħĴ åºĹ", + "è¿IJ åĬ¨", + "æıIJ åĩº", + "å·¦ åı³", + "æݪ æĸ½", + "é£Ł åĵģ", + "æ¶Īè´¹ èĢħ", + "åѦ éĻ¢", + "æĮĩ 导", + "è¿IJ èIJ¥", + "éĩį 大", + "åĨľ æĿij", + "éĢł æĪIJ", + "æĶ¿ æ²»", + "éĴĪ 对", + "æŃ£ å¼ı", + "åıĸ å¾Ĺ", + "éĤ£ 个", + "éĽĨ ä¸Ń", + "åıª èĥ½", + "å¿« éĢŁ", + "身 ä½ĵ", + "åħļ åijĺ", + "èģĶ åIJĪ", + "åĬĽ éĩı", + "éĥ½ æľī", + "æ ħ§", + "å¡ Ķ", + "åĪ« 人", + "表 çİ°", + "æķħ äºĭ", + "ä¸Ģ åĪĩ", + "å° ĩ", + "èµĦ æĸĻ", + "åŁ¹ åħ»", + "éĺħ 读", + "æľī 人", + "èIJ¥ éĶĢ", + "çĽij çĿ£", + "çݯ ä¿Ŀ", + "èĢĥ èĻij", + "æ·± åľ³", + "严 éĩį", + "èĮĥ åĽ´", + "å§Ķ åijĺ", + "çĽij 管", + "ä¸ī 个", + "è£ħ ä¿®", + "åħ¬ éĩĮ", + "åĪĨ åĪ«", + "çIJĨ 解", + "éŁ ©", + "åĬł å·¥", + "认 羣", + "ä¸į 好", + "åİ» å¹´", + "éĻį ä½İ", + "æľº ä¼ļ", + "åįı è®®", + "符 åIJĪ", + "å¢ŀ 强", + "æĬĢ èĥ½", + "é¦ĸ åħĪ", + "ç§ ¦", + "ä¸ ģ", + "å° ¾", + "æľī äºĨ", + "åľ° 产", + "æ¸ ł", + "æĸ¹ 便", + "移 åĬ¨", + "éĢŁ 度", + "å°¤ åħ¶", + "éĢļ çŁ¥", + "åĿ Ľ", + "éģ¿ åħį", + "æģ ¢", + "è´ ¡", + "èģĮ å·¥", + "å®ŀ åĬĽ", + "æĺ¯ä¸Ģ ç§į", + "åIJ¯ åĬ¨", + "çĸ¾ çĹħ", + "æĿ¥ äºĨ", + "缸 对", + "çİ° å®ŀ", + "èŀį åIJĪ", + "åIJĮ æł·", + "åħ¬ åijĬ", + "çī¹ æ®Ĭ", + "ç´ «", + "ä¸ĭ åİ»", + "ä¼ł æĴŃ", + "æľĢ 好", + "ä¼ĺ è´¨", + "æ² Ĵ", + "æĮ º", + "æĹ ¦", + "è¯ º", + "ä¸Ģ åIJį", + "éģĵ è·¯", + "示 èĮĥ", + "è¿ĩ æĿ¥", + "åIJĮ åѦ", + "é¼ ĵ", + "æĿ Ń", + "æľ¬ 次", + "åIJĮ æĦı", + "ä¸ĸ 纪", + "ç¾ Ĭ", + "æ¬ ²", + "å·¥ èīº", + "çĵ ¦", + "人 士", + "æľī æīĢ", + "ä»İ äºĭ", + "æľī å¾Īå¤ļ", + "ä¸į äºĨ", + "å²Ĺ ä½į", + "åıĺ å¾Ĺ", + "åĬ³ åĬ¨", + "å¤Ħ äºİ", + "å¹³ åĿĩ", + "å½¢ 象", + "å¡ ŀ", + "åħ± 享", + "çĿ Ľ", + "åĪ© 润", + "æŃ£ æĺ¯", + "å¾Ģ å¾Ģ", + "缸 æ¯Ķ", + "æ¨ ª", + "åĪ ·", + "æµĻ æ±Ł", + "大 éĥ¨åĪĨ", + "å¤ļ 个", + "æĤ¨ çļĦ", + "çĶµ åķĨ", + "å¾® åįļ", + "å§ĭ ç»Ī", + "çĬ¯ 罪", + "æĺ¯ åľ¨", + "ç»Ħ åIJĪ", + "åİŁ æĿ¥", + "æ¸ħ æ¥ļ", + "åIJĦ åľ°", + "æĦŁ åıĹ", + "å½ĵ ä¸Ń", + "è¶ĭ åĬ¿", + "æĻ¯ åĮº", + "羣 æĺ¯", + "ä¾Ľ åºĶ", + "转 åŀĭ", + "çĭ Ĥ", + "èĨ ľ", + "èĭ Ĺ", + "å¿ ł", + "å¾Ī 大", + "èĤ¡ æĿĥ", + "ç¾İ åħĥ", + "æİĴ åIJį", + "åĬ¨ çī©", + "éĶ ħ", + "å¢ ¨", + "主 å¸Ń", + "å¾Ī 好", + "ç»Ŀ 对", + "æĿ ľ", + "转 è½½", + "çĴ ĥ", + "æĿij æ°ij", + "åIJ ¨", + "åĽŃ åĮº", + "é«ĺ 度", + "çī© è´¨", + "è¾ ī", + "æĹ¥ 常", + "æı Ĵ", + "ä¸ī å¹´", + "ä½ĵ çİ°", + "æīį æĺ¯", + "代 çIJĨ", + "ä¸į 管", + "æģ Ĵ", + "åľ° ä½į", + "ç² ®", + "èĸ Ħ", + "æĺİ çĻ½", + "ä¸Ģ èĩ´", + "æĽ ¼", + "åĵ Ń", + "åĩ ¤", + "åĬ ²", + "æķ Į", + "æĪĺ æĸĹ", + "主 ä½ĵ", + "åħ¬ å¸ĥ", + "åıĤ èĢĥ", + "èĪª 空", + "å¯ º", + "åѦ ä¼ļ", + "åıį æĺł", + "ç¾İ 丽", + "太 éĺ³", + "建 æĪIJ", + "æħ¢ æħ¢", + "åIJĦ 个", + "éĤ ¦", + "ç»Ħ æĪIJ", + "ä¸ī 大", + "éĶ ¦", + "大å¤ļ æķ°", + "æ¦Ĥ 念", + "éŃ Ĥ", + "åħ¬ çĽĬ", + "èį Ĵ", + "身 份", + "æ·± åĪ»", + "åħ ©", + "ç»ı åħ¸", + "åIJĦ 项", + "èĻ ķ", + "è¿Ľ æŃ¥", + "åįģ äºĮ", + "æī§ æ³ķ", + "æĥ³ åĪ°", + "æĦŁ æŁĵ", + "åķĨ åĬ¡", + "å°ı ç»Ħ", + "èĶ ¬", + "çıŃ åŃIJ", + "åIJĮ å¿Ĺ", + "éĿ¢ 临", + "çĤ Ĵ", + "å¤ļ ç§į", + "è§Ĥ çĤ¹", + "åĵª éĩĮ", + "å° Ŀ", + "å§ Ĩ", + "èħ ¹", + "åŁİ åĮº", + "太 å¤ļ", + "çĹħ æ¯Ĵ", + "åľ¨ äºİ", + "æīĢ è°ĵ", + "æĻ °", + "æŀ Ŀ", + "æĭ ĸ", + "å® ħ", + "æķ´ æ²»", + "ä½ı æĪ¿", + "åģ ·", + "çĨ Ĭ", + "èµ ģ", + "æ° Ľ", + "æł¼ å±Ģ", + "åŁºç¡Ģ ä¸Ĭ", + "èĥ Ĩ", + "åħ ½", + "鼶 åĶ®", + "åĿ ¡", + "女 åŃ©", + "æĴ ŀ", + "åħ¨ åĬĽ", + "åĴ ĸ", + "èĤ ©", + "çľ ī", + "èĩ³ äºİ", + "åħļ ç»Ħ", + "ä¸Ģ 件", + "æĭ Ĩ", + "äºĭ å®ŀ", + "åĤ ³", + "æ¹ ĺ", + "網 ç«Ļ", + "循 çݯ", + "åIJĮ æ¯Ķ", + "æĭ Ķ", + "åĮ» èį¯", + "åħ» æ®ĸ", + "åĽº å®ļ", + "å®ŀéĻħ ä¸Ĭ", + "è®° å¾Ĺ", + "åĪ© äºİ", + "æĤ ¦", + "æĭ ³", + "èĤ Ŀ", + "æķĪ çĽĬ", + "è© ²", + "æ°ij 主", + "çĹĩ çĬ¶", + "é¢ ¨", + "å¹¼ åĦ¿", + "å§ ij", + "æĪ Ĵ", + "ä¸ĭ çļĦ", + "æ¸ ¡", + "å¹´ åºķ", + "è®° å¿Ĩ", + "åIJ IJ", + "大 å¹ħ", + "å¾ ½", + "åħ¬ ä¼Ĺ", + "ä¿¡ å¿ĥ", + "çİ Ľ", + "ä¼ļ ä¸Ĭ", + "ä¹ Ķ", + "æijĦ å½±", + "æ£ĭ çīĮ", + "éĻ ķ", + "åºĶ æĢ¥", + "æĶ¶ è´¹", + "æݧ èĤ¡", + "仪 å¼ı", + "çŀ ¬", + "æīĢ åľ¨", + "ç¢ °", + "å§ ĵ", + "é¡ Į", + "æĶ¯ éĥ¨", + "使 åij½", + "çĤ ī", + "å¯ Ħ", + "ç¿ ¼", + "åľ° ä¸ĭ", + "è¾ ŀ", + "ä¿ ±", + "主 æĮģ", + "è´§ å¸ģ", + "æģ ¨", + "èĤ Į", + "çĽ Ī", + "éĶ »", + "å¿Ĺ æĦ¿", + "ç±» ä¼¼", + "æĮ ĸ", + "éĢ »", + "ç¸ ½", + "纪 念", + "åķ ¥", + "å¼ ¯", + "åIJį åŃĹ", + "åģ¥ 身", + "çļĦ å¿ĥ", + "é© ±", + "èĥĮ åIJİ", + "æ³ķ å¸Ī", + "ç² Ĵ", + "èĥ½ éĩı", + "è¾ °", + "èī ³", + "å½ ¼", + "段 æŶéĹ´", + "åIJĪ æ³ķ", + "æĵ ¦", + "ç¾ ½", + "åİ ¨", + "æĪij 说", + "äºĭ åĬ¡", + "åĩł 天", + "åħ ģ", + "ç¼ ´", + "åį ĵ", + "两 ç§į", + "çĭ¬ çī¹", + "å¸ ¶", + "éĴ »", + "æĥ ©", + "é¢Ĩ åħĪ", + "足 å¤Ł", + "å£ ³", + "æĦıåij³ çĿĢ", + "åĪĨ å¸ĥ", + "ä¹ ĥ", + "éģ ĭ", + "ä½ ©", + "è° ±", + "çģ £", + "èį ¡", + "è´¯ å½»", + "å¹ ¾", + "ç£ ģ", + "åħ¸ åŀĭ", + "åī ĩ", + "åĨ »", + "æ¬ ł", + "ä¸į ä¹ħ", + "æµ ¦", + "éŃ ħ", + "å¼Ģ äºĨ", + "使çĶ¨ èĢħ", + "è¿Ļ 款", + "å° Ī", + "èĦ± è´«", + "æĶ» åĿļ", + "ç®Ĺ æĺ¯", + "ç¨ Ģ", + "æĹł 人", + "åł µ", + "å¥ ı", + "éĥ½ å¸Ĥ", + "åı¯ è§ģ", + "ä¸į åĩº", + "æ ·»", + "äº ı", + "ç¾İ 好", + "èĥ ĸ", + "éŁ µ", + "æłĩ å¿Ĺ", + "èĬĤ èĥ½", + "æĬ «", + "å° º", + "å¯ ¸", + "ä¸Ģ 代", + "é¢ Ĺ", + "èĢ ¶", + "èĴ ¸", + "åĸ ®", + "æ »¿", + "çĮ ľ", + "æµ Ĩ", + "åŁ ĥ", + "åįĥ ä¸ĩ", + "èµ Į", + "èģ ²", + "ä½ľ é£İ", + "è³ ª", + "å¯ ¨", + "å¹´ 人", + "åį° 象", + "æ¡ ¶", + "æĴ ¤", + "åįģ äºĶ", + "æ¯ ħ", + "æ² ª", + "åĽ½ æľī", + "大éĩı çļĦ", + "å¾ ¡", + "å¯ ĵ", + "è¦ ĸ", + "æ¼Ĥ 亮", + "çľ ł", + "ç ĤŃ", + "é» İ", + "èĻ ¹", + "åĪ© äºļ", + "èŃ ī", + "æµ ı", + "åįģ åħ«", + "ä¸ ¢", + "è¾ ½", + "æľīä¸Ģ äºĽ", + "æħ Ī", + "åģľ 车", + "å® ł", + "解 æĶ¾", + "æľī å¤ļ", + "éĤ Ĭ", + "常 è§ģ", + "æĬ ¹", + "çº ¤", + "è¦ ª", + "æ¡ Ĩ", + "èİ ŀ", + "æ°§ åĮĸ", + "è¿Ļ 件", + "åĩ °", + "æŁ ´", + "åıij çĶµ", + "é¼ ł", + "转 åĮĸ", + "å¨ ĥ", + "æĮ ¤", + "ç½ ©", + "å¯Ĩ åĪĩ", + "æĪij ä¸į", + "é«ĺ æĸ°", + "ä¸Ģ ç¯ĩ", + "è¿Ľ ç¨ĭ", + "è¡ °", + "è¿ĺ ä¸į", + "ç ħĮ", + "æĸ° åįİ", + "èĤ ¿", + "æ» ©", + "ä¸Ģ æµģ", + "è¯ Ī", + "å®ŀ ä½ĵ", + "å¤ĸ åĽ½", + "èº ²", + "èµ ł", + "è¦ º", + "æ¢ Ŀ", + "ä¸į è§ģ", + "è¨ Ĭ", + "åĮ ¹", + "åį µ", + "çĩ ¥", + "æħ ķ", + "é½ ¿", + "å® ´", + "é¥ ¼", + "èij¡ èIJĦ", + "å°ı å¿ĥ", + "æģ ¼", + "éĻ Į", + "æĺ Ĥ", + "åĥ ¹", + "èĬ Ŀ", + "æ¯ı 个人", + "åīį æıIJ", + "ä½ĵ ä¼ļ", + "æ¨ Ļ", + "æIJľ çĭIJ", + "对 åħ¶", + "ä¸ §", + "èľ Ĥ", + "æµ ¸", + "èª ¿", + "åĿ ª", + "é¢ ĸ", + "åIJį 为", + "ç¬ ¼", + "èĪ Į", + "æľ¬ 书", + "èģ ¯", + "çº º", + "ç®Ģ 缴", + "éĽ ¢", + "ç¾İ çļĦ", + "éļ ¨", + "é«ĺ å³°", + "è¿Ļ 家", + "å Ĥ¬", + "å° ¸", + "ç¡ķ 士", + "èŃ ·", + "è° ¨", + "æĺ ı", + "æĶ¿ åįı", + "è¡ Ķ", + "ç¿ Ĵ", + "åľ Ĵ", + "åĽ½ æ°ij", + "主 è§Ĵ", + "è£ ķ", + "ä¼ ª", + "åº ŀ", + "æ°ij èIJ¥", + "æĥ §", + "ç§ĺ 书", + "çĹ ķ", + "çĻ¾ åĪĨ", + "æº ¶", + "æĹł çĸij", + "çļĦ çľ¼", + "æĵ İ", + "ä¼Ł 大", + "å½ °", + "åħ¬å®ī å±Ģ", + "ç³ ķ", + "å¼ ¥", + "åĤ Ļ", + "ä¹ ¾", + "毫 ä¸į", + "注 æĺİ", + "åī¯ æĢ»", + "æĦ ī", + "æķ ¦", + "é¦ ¨", + "æĶ Ģ", + "éĢ Ŀ", + "åı¯ éĿł", + "å¤ ¸", + "åľ ĺ", + "éĿ¢ ä¸Ĭ", + "æĬ ĸ", + "èĦ Ĩ", + "é© °", + "ä¼ IJ", + "å¦ ¨", + "å®ļ äºĨ", + "ç³ Ĭ", + "æŃ ¡", + "éĥ¨ éķ¿", + "ç§ ī", + "èĪ Ĩ", + "åĪij äºĭ", + "åIJ µ", + "æ¤ Ĵ", + "è¡ ĵ", + "è± «", + "èı ©", + "åŃ µ", + "é¥ ²", + "å°± 好", + "åł ª", + "ä¸ī è§Ĵ", + "åľº æ¯ĶèµĽ", + "ä¸į åģľ", + "æĵ ħ", + "åħ¨ æĸĩ", + "æ³ ģ", + "åѦ ä½į", + "æ± °", + "éł ĺ", + "åı ł", + "éļ Ľ", + "å¸ IJ", + "çľĭ åĩº", + "åĮ ł", + "å±Ģ éĿ¢", + "æ³ Į", + "è° Ĭ", + "åIJĮ æľŁ", + "æĬķ æłĩ", + "å¥ ´", + "æĿ¥çľĭ çľĭ", + "èĦ ¾", + "èŀ º", + "æŃ ī", + "çĽ ¯", + "ç¨İ åĬ¡", + "å» Ĭ", + "æİ ©", + "æħ ¨", + "çĽ ¼", + "èĬ Ĵ", + "è® Ģ", + "æĮ £", + "èĮ ħ", + "æĸ ¥", + "æ¤ ħ", + "åĪ° æĿ¥", + "èijĹ ä½ľ", + "çĭ ±", + "äºĮ æīĭ", + "ä»İ æĿ¥", + "çĸ ²", + "åºĬ ä¸Ĭ", + "æĸ° 浪", + "æ³ Ħ", + "å¢ŀ åĢ¼", + "ä¸ Ľ", + "æļ ij", + "ä»İ ä¸ļ", + "æ· ĭ", + "å¤ļ æł·", + "æľ ´", + "份 é¢Ŀ", + "æŀ £", + "西 çľģ", + "æľ¬ è´¨", + "æ·± æ·±", + "èī ĩ", + "ç» µ", + "产 åĢ¼", + "æ¼ ł", + "èħ »", + "çŃ Ľ", + "åİ Į", + "æģ Ń", + "å«Į çĸij", + "æĪ ¶", + "æ» ŀ", + "èĨ Ģ", + "åĬ £", + "座 è°Ī", + "常 æĢģ", + "çļĦ æĥħ", + "è¦ ½", + "å¯ Ĥ", + "åĮ Ĩ", + "èĩ º", + "é¡ ¯", + "çķ ı", + "éģ £", + "åį ľ", + "çŃī å¥ĸ", + "è² ¬", + "æº ¯", + "é İ", + "çĤ¹ 头", + "èĵ ¬", + "æ± º", + "éħ ¬", + "éģ Ĭ", + "è³ ¼", + "註 åĨĬ", + "æľ¬ æĬ¥", + "çµ ķ", + "æ´» æĢ§", + "åħ ij", + "éĮ ¯", + "åĨ ¶", + "åĸ »", + "æº ĸ", + "èĤ ¢", + "æº ĥ", + "æĹ ¬", + "åī Ĭ", + "çIJĨ äºĭ", + "å± ł", + "æ² §", + "èļ Ģ", + "鼻 åŃIJ", + "为 æŃ¢", + "常 å§Ķ", + "çµ Ĥ", + "éĬ ·", + "çĭ Ģ", + "ä¾ £", + "èĥ Ģ", + "èŃ °", + "çĶ¨ 车", + "åĻ ª", + "æŃ ·", + "åį Ķ", + "åĪ ¹", + "ç«Ł æĺ¯", + "é© Ĺ", + "èIJ Ŀ", + "çĻ «", + "çĹ «", + "æŃ §", + "å¼ Ĭ", + "åª ½", + "çı Ĭ", + "è¡ ·", + "éľ ī", + "åŁº çĿ£", + "éļ ±", + "æ° ¨", + "ç» ¸", + "å°¼ æĸ¯", + "çĥ ĺ", + "æľŁ åĨħ", + "è° ħ", + "éĽ ĩ", + "éļ Ļ", + "å ĸī", + "åī ¥", + "çĹ ĺ", + "æĮ ½", + "çĵ £", + "æ¹ Ľ", + "æ¨ ±", + "æ¾ İ", + "æ¹ ĥ", + "åĨ¬ 奥", + "æ£ µ", + "å® °", + "åŀ Ĵ", + "æ§ ĭ", + "ä¾ Ī", + "èĮ Ħ", + "åĺ ¿", + "èı ĩ", + "ç ĻĤ", + "åĬ ĥ", + "é į", + "èĶ ½", + "çŀ Ń", + "æķ ŀ", + "ä¹ ĸ", + "éŁ §", + "è¾ ľ", + "æĩ Ī", + "ä½ £", + "çŀ »", + "åŁ Ķ", + "èĪ ħ", + "å®ŀ äºĭ", + "é ¨", + "å§ ¥", + "çµ ¡", + "åĺ »", + "çķ ¢", + "æ²ĥ å°Ķ", + "è¿ Ħ", + "èĤ ĩ", + "æħ ij", + "ã §", + "ä ı", + "ð ł", + "ð¬ ĩ", + "ð« Ń", + "ð« IJ", + "ã ³", + "© ½", + "ð« ł", + "ã Ľ", + "ð¬ į", + "é ¿", + "ð¬ Ĵ", + "ã Ļ", + "𬠤", + "ð ¬´", + "ð« ĸ", + "ð ¤", + "ã ¬", + "ä ²", + "ð« Ķ", + "ð« ļ", + "è¦ģ æ±Ĥ", + "ä¸Ģ äºĽ", + "å®ŀ çİ°", + "èĢĮ ä¸Ķ", + "åĽł æѤ", + "çĶ± äºİ", + "åħ³ äºİ", + "çĦ¶ åIJİ", + "æݨ åĬ¨", + "ä¸Ģ æł·", + "æĮī çħ§", + "è¿Ļæł· çļĦ", + "å½¢ æĪIJ", + "æľī äºĽ", + "æĽ´ åĬł", + "ç»ı è¿ĩ", + "建 è®®", + "æ²» çĸĹ", + "ä½ł 们", + "æīį èĥ½", + "ä¿ĥ è¿Ľ", + "åijĺ å·¥", + "ä½ĵ éªĮ", + "èĪ ĩ", + "åģļ 好", + "ä¿Ŀ è¯ģ", + "æķ´ 个", + "æĺ¯ ä¸Ģ个", + "éĩĩ çĶ¨", + "çIJĨ 论", + "æ¯Ķ å¦Ĥ", + "ä¸Ĭ çļĦ", + "æݨ èįIJ", + "çĶ³ 请", + "天 空", + "éĥ¨ èIJ½", + "åįģ åĪĨ", + "æĿ¥ èĩª", + "ä¹ĭ éĹ´", + "è°ĥ æķ´", + "æ¯ı 天", + "è°ĥ æŁ¥", + "æĤ£ èĢħ", + "è¿ĩç¨ĭ ä¸Ń", + "é¦Ļ 港", + "广 åijĬ", + "éĿ¢ 对", + "满 足", + "éķ¿ æľŁ", + "è§Ħ èĮĥ", + "æķ´ ä½ĵ", + "æĶ¹ åıĺ", + "æĻº æħ§", + "å¦Ī å¦Ī", + "å¦Ĥ ä»Ĭ", + "åIJĪ åIJĮ", + "éĥ½ ä¼ļ", + "åĦ¿ ç«¥", + "åĩı å°ij", + "éŁ³ ä¹IJ", + "ç»ı 常", + "ä¸Ĭ å¸Ĥ", + "ä¼ĺ ç§Ģ", + "çļĦ éĩįè¦ģ", + "ä¸Ģ æĿ¡", + "æµ· å¤ĸ", + "åı¦ å¤ĸ", + "ä¸Ģ 家", + "åİĭ åĬĽ", + "大 åŀĭ", + "çľĭ çĿĢ", + "åĪ Ģ", + "幸 ç¦ı", + "æݨ 广", + "åIJ Ľ", + "å¾ IJ", + "æī¾ åĪ°", + "äºİ æĺ¯", + "èĩª 身", + "ä¸Ģ ä½į", + "åľŁ åľ°", + "åĬł åħ¥", + "æİ¢ ç´¢", + "æ¢ ģ", + "主 åĬ¨", + "å°± ä¸ļ", + "女 æĢ§", + "çªģ çł´", + "ä¸įåIJĮ çļĦ", + "è¿IJ è¾ĵ", + "èĩª çĶ±", + "å±ħ æ°ij", + "æѤ 次", + "çļĦ æŶéĹ´", + "家 éķ¿", + "ä¸Ģ个 人", + "æ£Ģ æµĭ", + "åĨħ éĥ¨", + "广 å·ŀ", + "缴 æĴŃ", + "ä»İ èĢĮ", + "è´· 款", + "åı¬ å¼Ģ", + "æĶ¹ éĢł", + "人 çĶŁ", + "å±ķ 示", + "æ¯ı å¹´", + "女 人", + "çļĦ æĸ¹å¼ı", + "æķĪ çİĩ", + "å±± 举", + "æ¸ł éģĵ", + "ä¼¼ ä¹İ", + "æ¡Ī 件", + "åĪ© çĽĬ", + "çľĭ çľĭ", + "å¿ĥ éĩĮ", + "ç»´ æĬ¤", + "å®Ŀ å®Ŀ", + "ç½ij ä¸Ĭ", + "论 åĿĽ", + "å°± åı¯ä»¥", + "ä¸į 足", + "æģ¢ å¤į", + "å¸ĥ å±Ģ", + "è´¡ çĮ®", + "ä¸ĭ éĻį", + "æİĮ æı¡", + "çļ® èĤ¤", + "å·¥ åħ·", + "éĩį åºĨ", + "åĵģ è´¨", + "æݨ åĩº", + "çĶ· 人", + "æī¿ æĭħ", + "çªģ åĩº", + "èĢĮ è¨Ģ", + "æ² Ł", + "åįı è°ĥ", + "æĺ¯ ä»Ģä¹Ī", + "æ± ¤", + "æĴ ij", + "çĭ¬ ç«ĭ", + "çݯ èĬĤ", + "æī© 大", + "æ´ ª", + "æĿ °", + "çĽ IJ", + "ä» ģ", + "æ¶ī åıĬ", + "èĢģ 人", + "åį³ 使", + "åįĹ äº¬", + "éħį åIJĪ", + "é¬ ¼", + "çĪ¶ 亲", + "ç½Ĺ æĸ¯", + "å°ı åĮº", + "æķĻ æİĪ", + "åĨ³ çŃĸ", + "é¢Ħ 计", + "æľ¬ 人", + "ä¼ ¯", + "ç« ¹", + "åĪ° åºķ", + "å¸Ĥ æ°ij", + "åĩº åı£", + "éĩĩ è´Ń", + "æĢ» ç»ĵ", + "æѦ æ±ī", + "åĬł 大", + "广 举", + "æµģ ç¨ĭ", + "人 åı£", + "å¦Ĥæŀľ ä½ł", + "åĩº åİ»", + "åĩ ī", + "åĨľ æ°ij", + "çİ° 象", + "åĬĽ 度", + "ç»Ļ äºĪ", + "åħļ å§Ķ", + "è¯Ń è¨Ģ", + "线 ä¸Ĭ", + "æĢİ æł·", + "åĦ¿ åŃIJ", + "ç¡® å®ŀ", + "ä¹ĭ å¤ĸ", + "éĥ½ åľ¨", + "èī ¾", + "çļĦ æĥħåĨµ", + "éĩĮ çļĦ", + "åĽ´ ç»ķ", + "æĽ´å¤ļ çļĦ", + "ä¾Ŀ æ³ķ", + "åħ¬ åĽŃ", + "家 éĩĮ", + "æ¯į 亲", + "ä¸į åĨį", + "èĭ ¹", + "æ³ķ éĻ¢", + "飩 åĽ½", + "缸 å½ĵ", + "ä¸į çŁ¥", + "è¯Ħ ä¼°", + "ä¸į çĶ¨", + "顺 åĪ©", + "éĩį è§Ĩ", + "è´¢ åĬ¡", + "ä»ĸ åĢij", + "åıij è¡Į", + "ä¸ĵ éŨ", + "åħ· å¤ĩ", + "并 ä¸įæĺ¯", + "足 çIJĥ", + "é ŀĭ", + "åıij 表", + "æ°¸ è¿ľ", + "èIJ¥ åħ»", + "éħį å¥Ĺ", + "æķ´ åIJĪ", + "è´ º", + "åĽŀ çŃĶ", + "æĶ¶ çĽĬ", + "ä¹Ł 许", + "è» Ĭ", + "æİ¥ 触", + "æĶ» åĩ»", + "åĽĽ å·Ŀ", + "æĢ§ èĥ½", + "åĽŀ åĪ°", + "èħ °", + "ä¹Ł 没æľī", + "å¼ Ħ", + "设 ç«ĭ", + "éĺ² æݧ", + "æĬĢ å·§", + "éĢļ 常", + "è´¢ æĶ¿", + "éĥ¨ ç½²", + "åľº æĻ¯", + "æ±Ł èĭı", + "表 è¾¾", + "åĸ ·", + "女 åĦ¿", + "èĪ ¶", + "çµ ¦", + "ä¼ļ åijĺ", + "æĪĸ 许", + "äº ©", + "举 æĸ¹", + "天 æ´¥", + "è¿ij å¹´", + "çľĭ æĿ¥", + "æ¯Ķ ä¾ĭ", + "å² ©", + "éĵ ľ", + "çİ »", + "å®ŀ éªĮ", + "æĢĿ ç»´", + "æĭħ å¿ĥ", + "æ² Ī", + "身 è¾¹", + "æ·± åĮĸ", + "ç²¾ åĩĨ", + "ç§ģ æľį", + "æ¶Ī éĺ²", + "åİ» äºĨ", + "ç»Ĩ èĥŀ", + "çIJĥ éĺŁ", + "æĺİ æĺŁ", + "é£Ł çī©", + "å¾Ī å¿«", + "让 ä½ł", + "ä¿¡ çĶ¨", + "åĶ¯ ä¸Ģ", + "åħ¶ å®ĥ", + "çŃī æĸ¹éĿ¢", + "å¾ĭ å¸Ī", + "æŃ» 亡", + "æ Ł³", + "ä¸Ģ æī¹", + "ä¸Ĭ 涨", + "æľº åľº", + "å½¢ åĬ¿", + "æĦ¿ æĦı", + "éĽĨ ä½ĵ", + "æĸ° åŀĭ", + "æįŁ 失", + "æĽ ¸", + "ä¸ĭ åįĪ", + "æ¯ı 次", + "æĪIJ å°±", + "åħ¬ è·¯", + "èĻ «", + "åĴ ±", + "西 å®ī", + "æľĢ ä½³", + "ç§ij çłĶ", + "å¤į æĿĤ", + "æľº åĻ¨", + "çĪ± æĥħ", + "çħ§ çīĩ", + "å¹´ é¾Ħ", + "è³ĩ æĸĻ", + "ç² Ĺ", + "åĩĨ ç¡®", + "åĬł ä¸Ĭ", + "åĩº çīĪ", + "è° IJ", + "家 å±ħ", + "èĥĮ æĻ¯", + "ä¸Ģ 线", + "äºĭ 项", + "åĬ¨ ä½ľ", + "ç¥ ¥", + "æĢ» ä½ĵ", + "æĪ¿ åŃIJ", + "ä¹Ł å°±æĺ¯", + "大 æ¦Ĥ", + "é«ĺ æķĪ", + "åIJ ¹", + "æİ ĪæĿĥ", + "éĻĦ è¿ij", + "æ¡Ī ä¾ĭ", + "éĹ ¹", + "çĪ¸ çĪ¸", + "彩 票", + "æĢ Ĵ", + "举 æĬ¥", + "æĻ® éģį", + "çķĻ ä¸ĭ", + "è¡£ æľį", + "æĹłè®º æĺ¯", + "åħħ 满", + "æ·± 度", + "æ¡ ij", + "æĪª èĩ³", + "带æĿ¥ çļĦ", + "éĻ µ", + "æĦŁ æĥħ", + "èµ ļ", + "åĵª äºĽ", + "æķ´ æĶ¹", + "æĪIJ çĨŁ", + "å¨ ľ", + "é¼ »", + "çŁ Ľ", + "çĽ ¾", + "好 好", + "第 åĽĽ", + "åĨł åĨĽ", + "è´¢ å¯Į", + "æľĢ 好çļĦ", + "车 åŀĭ", + "éĸ Ģ", + "åį³ å°Ĩ", + "åĪĨ 为", + "éĿĴ å²Ľ", + "纷 纷", + "ä»Ĭ æĹ¥", + "å¹³ è¡¡", + "å¹³æĸ¹ ç±³", + "éĤ£ ç§į", + "åĩº çĶŁ", + "éĿĴ æĺ¥", + "人 群", + "人 å·¥", + "ä¹ĭ ä¸ĭ", + "æ¹ĸ åĮĹ", + "åľ¨ æѤ", + "åįļ 士", + "æŶ åĪ»", + "æ²³ åĮĹ", + "æĶ¾ å¼ĥ", + "éĢļ éģĵ", + "森 æŀĹ", + "çĸ Ĩ", + "æķ ¸", + "èĬ ³", + "æīĵ åĩ»", + "æĽ ¹", + "åĮĸ åѦ", + "æĥ³ 象", + "ä¸ĩ 人", + "è´¢ ç»ı", + "åħĥ ç´ł", + "ä¼ļ 计", + "åħ¨ ä½ĵ", + "æĦ Ľ", + "é«ĺ ä¸Ń", + "æľº éģĩ", + "声 éŁ³", + "æĹħ è¡Į", + "æµ ©", + "æŁ ±", + "å°ij å¹´", + "åĽ½ å¤ĸ", + "èijĹ åIJį", + "çĶŁ åŃĺ", + "å§ ľ", + "带 é¢Ĩ", + "é¢ľ èī²", + "ä¸Ĭ ä¸ĭ", + "产ä¸ļ éĵ¾", + "æĽ´ 好çļĦ", + "å² Ń", + "ä¼ĺ æĥł", + "便 æĺ¯", + "åħ§ 容", + "ä¸Ģ åıª", + "çIJ ´", + "梦 æĥ³", + "秣 èµģ", + "å¼Ģ åIJ¯", + "è´Ń çī©", + "åĮħ åIJ«", + "åĪ© çİĩ", + "èµ· äºĨ", + "æľī åĬĽ", + "éĤ£ éĩĮ", + "审 æī¹", + "对 æīĭ", + "çİ° éĩij", + "天 çĦ¶", + "çĽ Ĵ", + "çĪ ½", + "å¿ħ çĦ¶", + "åĮĸ å·¥", + "ä¸ĵ åĪ©", + "åķ ¡", + "å¼Ģ å¿ĥ", + "人 ä½ĵ", + "éģĵ 士", + "æĢģ 度", + "空 è°ĥ", + "æĭĽ åķĨ", + "å§ »", + "第 äºĶ", + "æ£ Ĵ", + "ä¸Ģ ç³»åĪĹ", + "åį± æľº", + "转 åıĺ", + "åľº æīĢ", + "é¸ £", + "æĪ¿ éĹ´", + "éĢ ¼", + "è¯ķ çĤ¹", + "对 å¤ĸ", + "åĩº åı°", + "åľ¨ è¿Ļ", + "åİĤ 家", + "å·¨ 大", + "ç®Ģ ä»ĭ", + "çľĭ äºĨ", + "åħļ 建", + "æĮĩ æĮ¥", + "çŁ³ æ²¹", + "ä¸į åı¯èĥ½", + "èİ ²", + "ä¸į 太", + "åĪĽ æĦı", + "第 ä¸Ģ个", + "è´µ å·ŀ", + "è¿ĩ äºĨ", + "æľ¬ æĿ¥", + "éģĵ å¾·", + "çŃĶ æ¡Ī", + "éĻ ¶", + "ä¸Ģ è·¯", + "èĤ ĸ", + "æ¸ħ æ´ģ", + "æľī æľº", + "åIJį åįķ", + "æĿ ±", + "åij¼ åIJ¸", + "ä¸ Ī", + "ç¦ı 建", + "è¯ķ éªĮ", + "å¼ķ åıij", + "ä¹Ł 没", + "ä¸į ä½ı", + "çĨŁ æĤī", + "èIJ ¬", + "ä¸į èī¯", + "çł ĸ", + "èĩ´ åĬĽ", + "çŃ¾ 订", + "åIJ Ĭ", + "ä¾ ¯", + "çĺ ¦", + "å§ij å¨ĺ", + "æĸ ¤", + "妻 åŃIJ", + "æĺ¥ èĬĤ", + "çĪ ¬", + "æĽ Ŀ", + "çĥŃ æĥħ", + "éķ¿ æ²Ļ", + "èIJ¥ éĢł", + "éħ ·", + "éĵ Ŀ", + "åŁºæľ¬ ä¸Ĭ", + "åij¨ åĽ´", + "ä»Ģ 麼", + "认 åı¯", + "åĪĨ åŃIJ", + "ä¸Ģ æĸ¹éĿ¢", + "è½ ´", + "å¼ ·", + "马 ä¸Ĭ", + "éĽ ¾", + "èĩ £", + "å° ¿", + "çĶŁ æĦı", + "å®ī å¾½", + "ç¥ŀ ç»ı", + "åĩº å¸Ń", + "èį¯ åĵģ", + "çIJĨ çĶ±", + "åįı åIJĮ", + "æµģ åĬ¨", + "åıij åĬ¨", + "åĿļ å®ļ", + "表 æĺİ", + "åIJİ éĿ¢", + "ä¹ī åĬ¡", + "å¦ ĸ", + "æľī åı¯èĥ½", + "å¹´è½» 人", + "大 éĻĨ", + "å² ³", + "ä¸į èµ·", + "çŀ¬ éĹ´", + "ä¸įå¾Ĺ ä¸į", + "çŃ¾ 约", + "åIJĪ æł¼", + "åħļ æĶ¯éĥ¨", + "æµİ åįĹ", + "便 åĪ©", + "éļı æŶ", + "å¥ ī", + "称 为", + "产 æĿĥ", + "åIJ ķ", + "çĽ Ĩ", + "课 åłĤ", + "ç· ļ", + "æ£ ī", + "线 ä¸ĭ", + "èĩª è¡Į", + "举 æݪ", + "åݦ éŨ", + "èĩª ä¿¡", + "å½± è§Ĩ", + "ä» Ķ", + "çĶŁæ´» ä¸Ń", + "æĿĥ çĽĬ", + "çĻ½ èī²", + "å°± ä¸į", + "è¿Ľ å±ķ", + "æ¯ı æĹ¥", + "ä¾Ľ ç»Ļ", + "æĿĥ åĪ©", + "æĹł æķ°", + "çIJĨ è´¢", + "ä¾Ŀ æŧ", + "ä¸Ĭ åįĪ", + "è¯Ĩ åĪ«", + "çĽĪ åĪ©", + "çł Ĥ", + "许 åı¯", + "åIJĮ äºĭ", + "åĺ Ľ", + "éģ ¸", + "çĿĢ åĬĽ", + "éŨ åı£", + "ä¸į å¤ļ", + "åħ¶ 次", + "ç¢ §", + "çī© çIJĨ", + "åĨħ å¿ĥ", + "çĻ¾ å§ĵ", + "æĢ» 绣", + "å¹² åĩĢ", + "积 ç´¯", + "åıį é¦Ī", + "æłij ç«ĭ", + "社 交", + "ç§ ©", + "åįģ ä¸Ģ", + "éĤ ĵ", + "驱 åĬ¨", + "å±ķ è§Ī", + "èĪĴ éĢĤ", + "åŁº åĽł", + "å·® å¼Ĥ", + "转 让", + "å°ı å§IJ", + "æł· åŃIJ", + "ç¿ Ķ", + "é«ĺ åħ´", + "å½±åĵį åĬĽ", + "æīĭ ç»Ń", + "缸 åIJĮ", + "缸 åºĶ", + "æĻ Ĵ", + "è§ Ģ", + "å¸Ĥ å§Ķ", + "èĬ ¯", + "å±ķ çİ°", + "åľ° çIJĥ", + "éĤ ª", + "ä¸Ģå®ļ çļĦ", + "åħģ 许", + "ä¿¡ ä»»", + "æī ij", + "éĻ¢ æł¡", + "ç®Ģ 称", + "åģļ æ³ķ", + "ä¹ĭ è·¯", + "æĹĹ ä¸ĭ", + "èħ Ķ", + "æ¶Ī 失", + "ä¸ĸçķĮ ä¸Ĭ", + "åŁİ 乡", + "èĪŀ åı°", + "å¾Ī 大çļĦ", + "绣 çŃ¹", + "åħ¬ å¹³", + "èĤ ¾", + "çļĦ 好", + "æ± ģ", + "çľ¼ åīį", + "éĽ £", + "å¹ ½", + "åħ± 产", + "主 åĬŀ", + "å¤Ħ ç½ļ", + "åº Ļ", + "éģĵ çIJĨ", + "å¼ µ", + "æİ¥ çĿĢ", + "çĮ İ", + "çģ Į", + "çĶ± æѤ", + "人 åĬĽ", + "æµģ è¡Į", + "ä¾ ł", + "åı¯ä»¥ 说", + "èĴ ĭ", + "å½¢ æĢģ", + "æĹ¥ åŃIJ", + "æ¼ Ĩ", + "çķĻ åѦ", + "缸 éĹľ", + "æľĢ å¤ļ", + "åĩŃ åĢŁ", + "åħ¬ 交", + "æĮĸ æİĺ", + "æĿĤ å¿Ĺ", + "主 人", + "éļľ ç¢į", + "æł¡ éķ¿", + "æĸ¹ ä½į", + "ä¸Ĭ çıŃ", + "å¤ļ åħĥ", + "è ĥģ", + "éŃħ åĬĽ", + "èĮ Ĥ", + "åħħ çĶµ", + "强 大", + "çĥ ¤", + "å¥ĭ æĸĹ", + "å®ŀ çĶ¨", + "éĺ ģ", + "ç»Ļ äºĨ", + "æľ¬ ç§ij", + "æł ĭ", + "æĭ ¨", + "æķĻ ç»ĥ", + "éĥ½ çŁ¥éģĵ", + "æ¯ķä¸ļ çĶŁ", + "ç¢ Ĺ", + "åŀ Ĥ", + "è® ¼", + "å®ģ æ³¢", + "åѦ èĢħ", + "è°¢ è°¢", + "åŁİ éķĩ", + "æĢİä¹Ī åĬŀ", + "éģ Ķ", + "æĪIJ 交", + "æ½ľ åĬĽ", + "åį §", + "æĸ° å¼Ģ", + "éħį å¤ĩ", + "主 åĬĽ", + "åij³ éģĵ", + "çĥ Ĥ", + "é£ŀ è¡Į", + "å« ģ", + "大 大", + "ç»Ļ 大家", + "å¤ĸ éĿ¢", + "éĨ ī", + "åıij è¨Ģ", + "æĹ© é¤IJ", + "åIJĦ èĩª", + "å® Ļ", + "èį£ èªī", + "æĬ« éľ²", + "é¡ ŀ", + "åĨħ çļĦ", + "èĤ ª", + "è¾ IJ", + "æ³ µ", + "æĬ Ľ", + "æĺŁ æľŁ", + "ä¸Ģ 带", + "çĶŁ ç´ł", + "ç»ı éĶĢ", + "åĩ ¶", + "åľ° ä¸Ĭ", + "åij½ è¿IJ", + "åĵ ²", + "ä¸Ĭ åİ»", + "æĸĩ çī©", + "è¯ ij", + "æĮ¯ åħ´", + "éķ¿ æŶéĹ´", + "ç¥ Ń", + "åIJĪ èĤ¥", + "è¿Ŀ è§Ħ", + "èģ ª", + "ä½İ äºİ", + "éĢĤ å½ĵ", + "æľī åºı", + "æľ¬ ç½ij", + "çķĻ è¨Ģ", + "æĥ³ æ³ķ", + "çŃ¾ ç½²", + "å§ ļ", + "æĢ§ æł¼", + "èĴĻ åı¤", + "æŁ ı", + "åŀ «", + "åѦ åİĨ", + "ä»ħ ä»ħ", + "讲 è¯Ŀ", + "éĶ IJ", + "æĢ ĸ", + "åī ª", + "èĭ į", + "åIJ ĵ", + "强 çĥĪ", + "åģ¥ åħ¨", + "çĸ ¯", + "åı¤ 代", + "å¥ Ī", + "ä¸į çĦ¶", + "乡 éķĩ", + "æľĭåıĭ 们", + "åĤ ħ", + "èģ ½", + "个 æĢ§", + "æ³ķ è§Ħ", + "å°ı éķĩ", + "çĶ» éĿ¢", + "第 åħŃ", + "網 è·¯", + "åīį æĻ¯", + "åIJ¬ 说", + "ä¼ł åªĴ", + "æĿ¡ ä¾ĭ", + "åĪ« çļĦ", + "ä¸į æĩĤ", + "顾 éĹ®", + "强 度", + "éĺ¿ éĩĮ", + "èµ° åĬ¿", + "å¸ ½", + "çļĦ ç¡®", + "åĮº åĪ«", + "éĮ ¢", + "主 管", + "ä¸Ģ çľĭ", + "æĸ ľ", + "åŃĺåľ¨ çļĦ", + "ä» ²", + "åį± 害", + "éĵ Ń", + "游æĪı ä¸Ń", + "éħ ±", + "é¾Ļ 头", + "人 å¿ĥ", + "éĢĢ ä¼ij", + "æµı è§Ī", + "åĬ «", + "éĺ² æ²»", + "ç® Ń", + "å± Ī", + "è¾½ å®ģ", + "å£ ¤", + "è¿İ æĿ¥", + "éŀ į", + "çĶ¨ æĿ¥", + "大 åľ°", + "ä» °", + "éĢļ 讯", + "å¼Ģ å·¥", + "è£ ¤", + "å¦Ĥ åIJĮ", + "éª ¤", + "éĺŁ åijĺ", + "è½ ©", + "ç¾İ æľ¯", + "èĻ Ł", + "åIJĮ ä¸Ģ", + "åľ ĸ", + "书 æ³ķ", + "æīĵ åį°", + "åIJ« æľī", + "éĽĨ æĪIJ", + "éĹ ·", + "å¸Ĥåľº ä¸Ĭ", + "æĹģ è¾¹", + "åľ° æĿ¿", + "产çĶŁ çļĦ", + "ç² ¤", + "éĩį ç»Ħ", + "è¡Ģ 液", + "çŃ ĭ", + "åĬŀ äºĭ", + "常è§ģ çļĦ", + "ä¸Ĭ åįĬå¹´", + "å±ı å¹ķ", + "åIJī æŀĹ", + "å· ©", + "åĸľ çĪ±", + "ç¿ ł", + "ä¸ī ç§į", + "æ¡Ĩ æŀ¶", + "举 èİŀ", + "çĶĺ èĤĥ", + "èĬ ¬", + "åĽ¾ 书", + "åĩ¤ åĩ°", + "æ°Ķ åĢĻ", + "å° ´", + "å° ¬", + "两 天", + "è¾ħ 导", + "åĢŁ 款", + "æĹ¥ èµ·", + "æ´ Ĵ", + "ä¸Ģ 度", + "è¹ Ī", + "æ½ Ń", + "æī ĩ", + "çĻ ľ", + "æĸ° åħ´", + "åĤ ²", + "诸 å¤ļ", + "è´ ª", + "éĻ· åħ¥", + "èĪ Ł", + "èĤº çĤİ", + "ä¸Ģ æł·çļĦ", + "åİ ĺ", + "åľ° çIJĨ", + "æĬķ 注", + "éļ Ĭ", + "åħī ä¼ı", + "ä¿Ŀ åģ¥", + "åħ Ķ", + "åħ¬ åĬ¡", + "æīĵ çł´", + "çĶ· åŃ©", + "åĬ³ åĬ¡", + "ä½ł ä¼ļ", + "çĶ¨ åľ°", + "æº ¢", + "åıij è¾¾", + "èĤ ļ", + "è¿ĩ äºİ", + "èĩ Ĥ", + "éĢĻ 樣", + "è½» è½»", + "ä¸Ń åħ±", + "åIJĦ åĽ½", + "åĶ ĩ", + "å®ŀ ä¹ł", + "èĻ ¾", + "æ§ ½", + "ä¸į ä¸Ĭ", + "åħį çĸ«", + "åįł æį®", + "å·¥ ä¼ļ", + "åĽ Ĭ", + "èĪª 天", + "åı¯ çĪ±", + "æĸĹ äºī", + "çĺ ¤", + "å¦Ĥ æľī", + "éĽ ĸ", + "对 æĪij", + "åĩº 秣", + "好 çľĭ", + "太 大", + "æ°´ åĪ©", + "åĬ¿ åĬĽ", + "åħ¨ æ°ij", + "ç½ ¢", + "èµ¢ å¾Ĺ", + "çĶµ ä¿¡", + "车 éĹ´", + "æĻĤ åĢĻ", + "å°ij æķ°", + "éĵ ¸", + "åħ³ èģĶ", + "ä¸įä»ħ ä»ħ", + "为 æĤ¨", + "åĴ ¸", + "æľº åĬ¨", + "è£ Ļ", + "åĵį åºĶ", + "éģ ł", + "è² ·", + "ç© ´", + "å¢ ħ", + "éĶ ¡", + "çµ Ħ", + "çģ« 车", + "è³ĩ è¨Ĭ", + "åĨ³ èµĽ", + "污 æ°´", + "èª ŀ", + "å´ Ľ", + "ç´§ å¯Ĩ", + "缺 å°ij", + "å¤ļ 人", + "æĢ» 书记", + "éĶ Ī", + "èij Ľ", + "å¿ĺ è®°", + "éĻĮ çĶŁ", + "éķ¿ 大", + "åħĪè¿Ľ çļĦ", + "ç¡ ħ", + "åıij æĺİ", + "å©´ åĦ¿", + "æīİ å®ŀ", + "èĽĭ çĻ½", + "ä¸Ģ çĻ¾", + "缮 åħī", + "æ ħĮ", + "åĬł æ²¹", + "åIJ ŀ", + "ä¸Ģ 群", + "ä¸Ń ä»ĭ", + "å¸ ĸ", + "å¿ Į", + "èģĮ èĥ½", + "广 æĴŃ", + "çĽij å¯Ł", + "ç§ĺ å¯Ĩ", + "çĭ ®", + "è¿Ļ æĿ¡", + "éĢ ¢", + "æĢ ¨", + "åįģ åħŃ", + "è© ¦", + "说 åĪ°", + "åĩĿ èģļ", + "æĮĩ 示", + "æ° ¢", + "å¼ ĺ", + "éĺ Ģ", + "æĸ ©", + "éł ħ", + "ä¸Ģ å¼Ģå§ĭ", + "æİĴ è¡Į", + "åľ¨ æĪij", + "纪 å½ķ", + "æĬ Ħ", + "æł ª", + "说 æ³ķ", + "ä¸Ń èį¯", + "好 å¤ļ", + "åıª ä¸įè¿ĩ", + "çķĻ åľ¨", + "个 å°ıæŶ", + "认 çŁ¥", + "çķ «", + "è§ģ è¿ĩ", + "å°ı å¾®", + "ä½Ľ å±±", + "çľ ¾", + "讲 è¿°", + "æ¢ ³", + "称 åı·", + "æĹ¥ æĻļ", + "è¢ ĸ", + "åķ ¤", + "æľª ç»ı", + "æľĢ æĹ©", + "æī® æ¼Ķ", + "è¡Ģ 管", + "çº ±", + "æĥħ èĬĤ", + "第 ä¸ĥ", + "æį §", + "ä» Ĺ", + "æ¿Ģ çĥĪ", + "æĹł 线", + "ä¸į 容æĺĵ", + "å¼Ģ å¹ķ", + "æĸ° çĶŁ", + "ä¸ĵ 注", + "èij ±", + "åįĹ æµ·", + "çĩ Ł", + "èµ· ä¾Ĩ", + "æ´¾ åĩº", + "åĦ Ĵ", + "ä¾ ¨", + "è¼ ĥ", + "åįļ è§Ī", + "éĢ ¾", + "åĮ Ģ", + "ç»ıæµİ åѦ", + "æ¸ Ĺ", + "ä¿Ŀ èŃ·", + "çī º", + "çī ²", + "çİ «", + "çij °", + "æľĢåIJİ ä¸Ģ", + "æĶ¿ åĬ¡", + "æ§ Ľ", + "èĻķ çIJĨ", + "éļIJ æĤ£", + "æī¿ åĮħ", + "æ¥ µ", + "æ¡ ©", + "çĽ ²", + "导 åIJij", + "èĩ´ å¯Į", + "ç¼ Ĩ", + "æģĭ çĪ±", + "ä¸į åĬ¨", + "ç»Ļ 人", + "å· ¢", + "表 æĥħ", + "举 åįĹ", + "åĨħ å¤ĸ", + "è¾Ī åŃIJ", + "åı ī", + "åįļ ä¼ļ", + "åĬŁ æķĪ", + "æ¸ ´", + "å± ¬", + "æİĴ éĻ¤", + "éĢ Ľ", + "ä¸Ģ ä¼ļ", + "ä¸į å¼Ģ", + "å¼Ģ å¥ĸ", + "é»ij é¾Ļ", + "é»ijé¾Ļ æ±Ł", + "å¿« ä¸ī", + "度 åģĩ", + "åĿ ¤", + "éĤ® 件", + "æĩ Ĵ", + "ä¾Ľ çĶµ", + "å» £", + "好 è¯Ħ", + "ç§ĺ书 éķ¿", + "æĪĺ åľº", + "好 å¥ĩ", + "ä¾µ æĿĥ", + "æĨ ¾", + "æľĢ åĪĿ", + "æī¹ åıij", + "åİ ķ", + "è¼ ķ", + "æŀ ¯", + "ä¸ļ åĨħ", + "è´Ń æĪ¿", + "ä¸į åľ¨", + "纪 å§Ķ", + "æīĢ éľĢ", + "å¸Ĥ éķ¿", + "è³ ½", + "å¼ķ æĵİ", + "çģµ éŃĤ", + "éĬ Ģ", + "æ» ¤", + "çĿ IJ", + "å¤ļ 项", + "åĽŀ 头", + "èī ĺ", + "å¤į å·¥", + "éĥ¨ 件", + "ç´§ ç´§", + "æŁIJ ç§į", + "使 åħ¶", + "æĸ° 人", + "æŀ ļ", + "æ³ķ å®ļ", + "å·´ å·´", + "涵 çĽĸ", + "ç¨ »", + "æĭ ¾", + "æĻ ķ", + "è½ ¿", + "éĢļ è¡Į", + "åĵ Ģ", + "æ³ Ĭ", + "温 馨", + "éĽĨ èģļ", + "çĨ Ļ", + "åĩ ij", + "åįģ ä¸ĥ", + "æ°Ķ æģ¯", + "æıIJä¾Ľ çļĦ", + "æ³ ³", + "奥 è¿IJ", + "çģ¾ 害", + "åĩĢ åĮĸ", + "è·¨ è¶Ĭ", + "åĵª æĢķ", + "éŁ ¿", + "å¢ŀ æ·»", + "çĦ Ĭ", + "æ®ĭ çĸ¾", + "ç¢ Į", + "æĤ Ķ", + "è§ģ è¯ģ", + "è¾ĸ åĮº", + "å¿ĥ èĦı", + "éļ §", + "åį ¸", + "åı¯èĥ½ æĢ§", + "æľī 趣", + "åī¯ 书记", + "åĮĸ å¦Ĩ", + "ä¿ Ĥ", + "æ£ ļ", + "éĨ ĩ", + "带 头", + "éł Ī", + "追 究", + "æij Ķ", + "è¿Ļ éĥ¨", + "ä¸į 论", + "ç¥ ¸", + "å ³»", + "éģ ķ", + "çĶŁ èĤ²", + "å¤ ł", + "å¤ĸ 交", + "è¯Ħ 为", + "ä»İ å°ı", + "å°ı å°ı", + "é ¥¿", + "æĴ ¼", + "è·¨ å¢ĥ", + "被 åijĬ", + "åįĹ å®ģ", + "身 å¿ĥ", + "åĨį çĶŁ", + "æīĢ 说", + "æŶéĹ´ åĨħ", + "åĪĹ åħ¥", + "éĿĴ æµ·", + "çĪ± 好", + "çª Ħ", + "èĪ Ī", + "è¿ĩ 渡", + "æ¿ Ł", + "éĽ Ģ", + "审 è®®", + "åĽ½ èµĦ", + "æŃ¥ ä¼IJ", + "轨 éģĵ", + "ä¿¡ 念", + "ä¸ī åĪĨ", + "çĨ ¬", + "åѵ åĮĸ", + "ç¼ ł", + "éĥ Ĭ", + "èĪĴ æľį", + "纪 æ£Ģ", + "ä¸Ģä¸ĭ åŃIJ", + "鼻 話", + "è² ł", + "éĴ ¥", + "åĮ Ļ", + "çĹ ´", + "è¶ ģ", + "ç» £", + "çĪ µ", + "è½ °", + "éª Ħ", + "å§ ¨", + "æĭ ĺ", + "çĮ ´", + "è® ¶", + "è¿Ļ 座", + "çį ¨", + "æ·ĺ æ±°", + "çĹħ ä¾ĭ", + "æ²Ļ åıij", + "è§Ĩ 为", + "头 æĿ¡", + "å¿ħè¦ģ çļĦ", + "åı¯ è°ĵ", + "è¯Ŀ 说", + "ç¯ Ħ", + "æĹ© çĤ¹", + "æŀ¢ 纽", + "ç¾ ¡", + "çĪ± åĽ½", + "çªģ åıij", + "éĢ Ĭ", + "æ½ į", + "èį£ èĢĢ", + "èŁ ¹", + "æ¦Ĥ çİĩ", + "å¾Ī ä¹ħ", + "æĥ ķ", + "è¨ ´", + "åľĨ 满", + "çļ ±", + "åĪĨ æ³Į", + "åħħ 足", + "çľĭ æ³ķ", + "è¾ Ł", + "æĭ ¦", + "æĭ ©", + "对 åºĶ", + "为 æł¸å¿ĥ", + "èħ Ĭ", + "å¤ļ ä¹Ī", + "æµ ij", + "å®ı è§Ĥ", + "èĦ ĸ", + "åIJĪ èµĦ", + "çĶŁ 涯", + "å®ŀ è´¨", + "ä¼ĺ çĤ¹", + "çĶ¨ æ°´", + "寿 åij½", + "æ² «", + "åIJ ģ", + "è© ¹", + "åĽ½ éĺ²", + "å´ ©", + "åĿ İ", + "èĨ ı", + "ä¸Ģ è½®", + "éģĹ äº§", + "æ¹¾ åĮº", + "ç» İ", + "åįķ 纯", + "æ¾ Ħ", + "åīį åĪĹ", + "身 å½±", + "é»ĺ é»ĺ", + "æį ī", + "çĴ °", + "èı Ĭ", + "æĢ ľ", + "åħĭ æĢĿ", + "æĢ» å±Ģ", + "çĩĥ æĸĻ", + "ä¸ļ æĢģ", + "åIJĦ æł·", + "åĴ ½", + "åĩº èī²", + "åĪĿ å¿ĥ", + "åı Ľ", + "çłĶ 讨", + "è¡ «", + "åİĨ ç¨ĭ", + "ç¦ ½", + "è¶³å¤Ł çļĦ", + "èį Ĩ", + "çľĭ å¾ħ", + "è´ ©", + "åĨ³ å¿ĥ", + "è£ ¹", + "å¸Ī èĮĥ", + "åŀ Ħ", + "æĿ ł", + "åĩ ¸", + "çĬ¹ 豫", + "çĥŃ è¡Ģ", + "åIJĪ ä¼Ļ", + "éħ µ", + "èIJ½ åľ¨", + "åįł åľ°", + "è¡ ¬", + "èĵ ī", + "æĦ ¤", + "æ¸ Ĭ", + "åĪĨ æķ°", + "ç¬ij çĿĢ", + "太 å¹³", + "çĤ «", + "æݨ ä»ĭ", + "æĸ¯ åĿ¦", + "å½¢ 容", + "æĵ Ĭ", + "æĦŁ åħ´è¶£", + "åĨĽ 人", + "åĩĮ æĻ¨", + "对 çħ§", + "åıij çĹħ", + "å· ¾", + "èĪ ī", + "æª ¢", + "ç¬ij äºĨ", + "ç¡® è¯Ĭ", + "è´Ł åĢº", + "壮 大", + "æĪ ļ", + "äºĴ èģĶ", + "èª ²", + "èħ ¦", + "æĹ ±", + "åıĹ æ¬¢è¿İ", + "åį ī", + "éĻ¢ 士", + "æ© ¡", + "ä¸Ģ 对", + "è¾ ±", + "æ² Ĥ", + "åı² ä¸Ĭ", + "æIJ ı", + "å´ ĸ", + "代 è°¢", + "ç£ ·", + "é¡ ĺ", + "æµ ĩ", + "常 çĶ¨", + "åį ij", + "åĩº åĽ½", + "è¯ ł", + "稳 æŃ¥", + "ç»ı 纪", + "å¤ļ å¤ļ", + "æīĢ å¾Ĺ", + "为 主é¢ĺ", + "ä¸Ģ åĪĨ", + "æł ½", + "é¡ §", + "çº ²", + "åĥ ħ", + "å£ ĵ", + "åĦ ª", + "ç¿ °", + "æİ Ģ", + "人 为", + "åª ³", + "æ´ ½", + "èĿ ¶", + "å¤į åħ´", + "ä¼ļ å½±åĵį", + "åIJĦ çķĮ", + "éĤ£ ä¸Ģ", + "é¢ ¤", + "çĢ ı", + "çĢı 覽", + "å¯ ŀ", + "åı¯ æĢķ", + "åį³ æŶ", + "çķ ´", + "ä¸ĭ åįĬå¹´", + "ç¬Ķ è®°", + "éĻĦ åĬł", + "çĥŃ æ°´", + "å¥ ¸", + "ç£ ħ", + "æĿ ī", + "æ¸ħ åįİ", + "éĸ ±", + "ç° ¡", + "å¤Ħ å¤Ħ", + "åIJĪ éĩij", + "æ²³ æµģ", + "ç´ °", + "è´Ł éĿ¢", + "çļĦ 羣å®ŀ", + "åĻ¨ 械", + "èĴ IJ", + "西 äºļ", + "å· ħ", + "ç² ¹", + "åİŁ æĸĩ", + "æŀ ķ", + "è¡Ģ åİĭ", + "åļ ´", + "å¸ ĺ", + "åĨ Ģ", + "æĮ «", + "çĶµ è·¯", + "å°ı ä¼Ļä¼´", + "èĿ ´", + "æľĢ å¿«", + "æĭ Į", + "å® ª", + "æĸ ·", + "ç¿ ħ", + "åĴ ³", + "åĹ ½", + "ç¾ ŀ", + "躺 åľ¨", + "èµĽ 车", + "æ² IJ", + "éĻIJ 度", + "为 ä¸Ģä½ĵ", + "èĴ ľ", + "å¹ «", + "æIJ ħ", + "åĭ ĭ", + "åī ĸ", + "纳 ç¨İ", + "éķ¿ æķĪ", + "ç½ ķ", + "åī¯ æľ¬", + "ç© į", + "éĴ ©", + "ç¹ ¼", + "åĽ½ åľŁ", + "è¼ ī", + "ä¸į å¿ĺ", + "èѦ 示", + "çģ ¿", + "å¿ĥ å¾Ĺ", + "æĦ ļ", + "忽 çķ¥", + "åĽŀ äºĭ", + "åįł æľī", + "æ· Ħ", + "çī ¡", + "çĽij äºĭ", + "ç¿ ¡", + "éĴĪ对 æĢ§", + "çª ĥ", + "è£ ½", + "èĨ Ŀ", + "ç³ Ł", + "港 æ¾³", + "太 太", + "æ¾ ¡", + "ç»Ĩ åĮĸ", + "åĶ® åIJİ", + "å®ŀåľ¨ æĺ¯", + "ç« £", + "çį ²", + "åĢ¾ åIJij", + "å¼ķ çĶ¨", + "é¹ ħ", + "ç¬ij 容", + "ä¹IJ 趣", + "æ°ij æĶ¿", + "éŨ æĪ·", + "å± ģ", + "è¿· 失", + "éĶ Į", + "å°ı 康", + "åĭ ī", + "æ³ ¼", + "ä¾ĭ åŃIJ", + "ä¸ī ä½į", + "å» ł", + "èĶ ĵ", + "广 éĺĶ", + "èĢ į", + "èĢģ èĻİ", + "åĭŁ éĽĨ", + "èĦļ æŃ¥", + "æĭ ¯", + "åŃĹ åı·", + "çĦ °", + "é¢ ł", + "èļ Ĥ", + "èļ ģ", + "é£ ¯", + "人 æĢ§", + "æĴ °", + "åİ ¢", + "å±Ģ éĻIJ", + "æľª æĪIJ", + "åĵª åĦ¿", + "大 åıij", + "ä¸į å®ļ", + "å¾ģ æ±Ĥ", + "éĥ µ", + "åĢº æĿĥ", + "çĪ± ä½ł", + "èº ģ", + "ä»ħ ä¾Ľ", + "è¿ľ å¤Ħ", + "éĨ Ľ", + "åĥ µ", + "积æŀģ æĢ§", + "æİ ¡", + "åīį ä¸ī", + "äºİ ä¸Ģä½ĵ", + "çŀ Ħ", + "çĿ ģ", + "æ² ¸", + "åħ± èµ¢", + "éĢĢ å½¹", + "è´Ŀ å°Ķ", + "æİ ı", + "æĪ ²", + "è¡ į", + "éĶ Ĥ", + "ä¸ĩ ä½Ļ", + "ç§ij åĪĽ", + "æ¼Ķ åĶ±", + "欧 åħĥ", + "æ·¡ æ·¡", + "éĿĴ å±±", + "èĹ Ŀ", + "ç» ½", + "令 çīĮ", + "éĽĨ 群", + "ä½ľ çī©", + "çĢ ij", + "å¤ ¯", + "ç½ij 游", + "åħ« 大", + "éª ļ", + "èª ĵ", + "ä¼ļ å±ķ", + "åħļ åı²", + "æ£Ģå¯Ł éĻ¢", + "åĸ ĺ", + "éĺ ±", + "èĢĮ åĩº", + "éĢļ 车", + "éĴ ĵ", + "æĥħ 人", + "æ¸ Ľ", + "ä¸Ń ç§ĭ", + "çĪ Ń", + "åıª åī©", + "æĺ Ķ", + "éĩİ çĶŁ", + "ç¡ «", + "èIJĿ åįľ", + "æĬµ æĬĹ", + "çĻ« çĹ«", + "éĻ Ģ", + "èĶ ļ", + "å¸ ľ", + "满 满", + "èı ±", + "éļĨ éĩį", + "æĺŁ çº§", + "æ½ ĩ", + "åħ¬ åħĥ", + "è° £", + "æ¯Ķ äºļ", + "æ¡Į åŃIJ", + "èµ £", + "è² ¼", + "æĦ¿ æľĽ", + "é¡ ½", + "æ´¾ éģ£", + "ç¥ Ľ", + "åª ļ", + "éĺ ľ", + "èij «", + "èĬ ¦", + "æ³ »", + "å¡ Į", + "çĭ Ń", + "å»ī æĶ¿", + "å¥ij æľº", + "æĹĹ èĪ°", + "æĥ «", + "严 åİī", + "åıĭ æĥħ", + "å¦ Ĭ", + "å¨ ł", + "åĵª 家", + "èĨ ¨", + "è¶ Ł", + "æĮ ª", + "èĻ IJ", + "é łģ", + "çŀ ©", + "éº Ł", + "ç¨ £", + "èģĶ éĢļ", + "åı ®", + "çİĭ èĢħ", + "ä¸į ç¡®å®ļ", + "ç ijľ", + "è° İ", + "çī¢ è®°", + "ç¢ ¼", + "æĬ¤ èĤ¤", + "é¡ ·", + "çĦ ķ", + "åģļ 强", + "éļ± ç§ģ", + "éļ±ç§ģ æ¬Ĭ", + "åıĹ å®³", + "ä¸į çĶ±", + "çĥ ¹", + "é¥ ª", + "é© ³", + "ä¼ ½", + "ä¸Ŀ 绸", + "è¥ Ħ", + "åįģ ä½Ļ", + "éº Ĺ", + "æ¬Ĭ åĪ©", + "èģ ŀ", + "åı¤ èĢģ", + "éģ ı", + "åIJĦ å¼ı", + "å°± è¡Į", + "åħ¥ å¢ĥ", + "ç ĥģ", + "èľ ĺ", + "èĽ Ľ", + "çº ¬", + "çŁ «", + "è» Ł", + "æ´Ĺ è¡£", + "æĦ §", + "é¢Ħ æ¡Ī", + "éľ Ĩ", + "æ·± åİļ", + "éĺ¿ æĭī", + "åĨĻ åŃĹ", + "åį ¦", + "éķ Ģ", + "模 æł·", + "åĤ į", + "æIJ į", + "èĸ ¯", + "åł ħ", + "åħ¬ 积", + "è¨ İ", + "ä¼ł æŁĵ", + "æ¯ ¯", + "çIJĨ å·¥", + "åĨ· éĵ¾", + "ç«ĭ æĸ¹", + "æ¢ Ń", + "åľ£ è¯ŀ", + "综 èīº", + "çİ© ç¬ij", + "æĥ³ ä¸įåĪ°", + "æijĩ 头", + "æ· ¹", + "åģĩ æĹ¥", + "åĢ ĺ", + "èĢ ½", + "èİ ĵ", + "åŁ ·", + "èĩª è´¸", + "åįĬ 天", + "æª Ķ", + "æ¾İ æ¹ĥ", + "éķ ij", + "ä¸ «", + "éĩĮ ç¨ĭ", + "å¼Ģ èįĴ", + "èı ı", + "å®Ŀ è´µ", + "èŃ ¬", + "åķ Ł", + "æŁ ł", + "æª ¬", + "é© Ń", + "æ± Ľ", + "çĨĬ çĮ«", + "èķ ī", + "éļı ä¹ĭ", + "å± ij", + "è¾ĥ 强", + "èĥ ³", + "èĨ Ĭ", + "éĿĻ éĿĻ", + "åĴ ª", + "æĭĽ åij¼", + "代 è¨Ģ", + "ä¿¡ ç®±", + "è£ħ éħį", + "æĤ į", + "åįķ 车", + "èIJ İ", + "å¤ļ 彩", + "éĻ ¸", + "ä»İ 严", + "æ© Ħ", + "æ¦ Ħ", + "éĢ ®", + "éĩĮ æĸ¯", + "姿 æĢģ", + "太 æŀģ", + "éĩ Ŀ", + "æº ī", + "è¿ Ń", + "ç§ ¸", + "ç§ Ĩ", + "å·¥ å§Ķ", + "æ± ķ", + "èģ Ĩ", + "ä½ ¬", + "ç¼ ħ", + "çĶ ¸", + "åī¯ å±Ģéķ¿", + "éĹ º", + "èª ¤", + "è¤ IJ", + "ä¸į éĻIJ", + "èħ ķ", + "åij ķ", + "çŁ ¶", + "åĨľ 家", + "管 å§Ķä¼ļ", + "é¥ º", + "èĬ ľ", + "æ¾ Ī", + "è© ¢", + "å¨ģ å°¼æĸ¯", + "ä½ķ åĨµ", + "å°ı ä¼Ļ", + "奢 ä¾Ī", + "è¿Ļ ç¯ĩ", + "è¯ µ", + "ç«ł ç¨ĭ", + "ç´ Ģ", + "éIJ ĺ", + "éĤ ¢", + "ç³ Ļ", + "ç¼ Ģ", + "ä¹ Ĵ", + "ä¹ ĵ", + "çī¢ åĽº", + "åĿ ŀ", + "å¼ Ī", + "ä¾ĭ å¤ĸ", + "å» ³", + "è§Ħ ç«ł", + "èĬ Ļ", + "ç¯ ·", + "èº ¯", + "æł Ī", + "åĿļ å®ŀ", + "åŁº 建", + "çĿĢ çľ¼", + "ç· ´", + "èij ©", + "ç¼ ļ", + "æ¦ Ĩ", + "主 åĭķ", + "ç¥ Ģ", + "äºĴ éĢļ", + "å°¤ 为", + "å® Ľ", + "éª ¼", + "æ± ²", + "ä¾ ĥ", + "æĤł ä¹ħ", + "æij §", + "æĭ ĩ", + "é« ĵ", + "éº Ĵ", + "éĻ Ľ", + "æŀ ¸", + "æĿ ŀ", + "è´ ¬", + "å°ı é¾Ļ", + "åĵ ®", + "èĵ¬ åĭĥ", + "åĮ Ī", + "çķľ çī§", + "å¨ ©", + "个 å¤ļ", + "æ² ¥", + "æĺ §", + "çĦ ļ", + "æĬij éĥģ", + "çĸ ¡", + "èĺ ij", + "éģİ ç¨ĭ", + "æ© ±", + "éĿ ĵ", + "大 çIJĨ", + "é« ¦", + "åĪĨ 辨", + "æ¸ ¤", + "çĸ ¤", + "åĬ¨ èĥ½", + "å¼ł 家", + "ä¸ĩ åįĥ", + "æ» ¥", + "é¥ ¥", + "åºŁ å¼ĥ", + "å¸ ³", + "æ¼ ³", + "è± IJ", + "ä» ij", + "å« ī", + "å¦ Ĵ", + "çŀ Ĵ", + "è¡ ħ", + "çĭ ¸", + "å¾ģ ç¨ĭ", + "éĤ ¯", + "éĥ ¸", + "ç¥ Ī", + "ç¥ ·", + "è¶ ´", + "ç»ĵæŀĦ æĢ§", + "è§Ĩ åIJ¬", + "è¬ Ŀ", + "çĴ Ģ", + "çĴ ¨", + "åĩº å¤Ħ", + "è¯ Ģ", + "å¾ ĺ", + "å¾ Ĭ", + "çľ ¨", + "åĸ ĩ", + "åı Ń", + "åĺ ²", + "çķ ¸", + "å¹² äºĭ", + "æļ §", + "æ² Ľ", + "åĦ Ħ", + "å» ĵ", + "åİ¿ éķ¿", + "èĥ ļ", + "çIJ ¢", + "çŃ ·", + "éĩ ĭ", + "ä¾ ®", + "åIJ ©", + "åĴ IJ", + "åĮ ¿", + "æĬ¬ èµ·", + "æ³ £", + "æ¶ ¤", + "éº ½", + "æĽ Ļ", + "åī¯ éĻ¢éķ¿", + "åħļ åĴĮ", + "æķ£ åıij", + "润 æ»ij", + "åĵ º", + "æĥ ¬", + "漫 éķ¿", + "ä¸į æĩĪ", + "åŁ ł", + "åĹ ĵ", + "èĢģ çĪ·", + "è® ½", + "æĪĺ ç»ĦåIJĪ", + "æ£ ł", + "åħ¨ åŁŁ", + "èł ¢", + "è¯ ¡", + "åīį çŀ»", + "æķ Ľ", + "ä¸Ģ å°ģ", + "å¹ Ĥ", + "èİ Ĩ", + "è¯Ŀ è¯Ń", + "ç»Ĩ åĪĻ", + "å± ¿", + "åµ Į", + "éĢ į", + "åĺ ±", + "æ¸ ²", + "çĥ ¯", + "çĿ ¹", + "é¦ Ĵ", + "èħ ¥", + "æĬĹ åĩ»", + "çĿ «", + "èį Ķ", + "éļ İ", + "æ³ī æ°´", + "è¬ Ĥ", + "ç Ĥ¬", + "åĩı æİĴ", + "è¸ Ĭ", + "è ·»", + "æ· Į", + "éľ ¾", + "å¥ĩ 纳", + "å¯ Ŀ", + "æ¤ İ", + "æŁ ¬", + "æĸ¯ åŁº", + "åħ¬ ç«ĭ", + "è¨ ĵ", + "é£ Ļ", + "é© ¿", + "åĤ µ", + "èĽ Ļ", + "ç¯ĩ ç«ł", + "åĪĨ æĶ¯", + "ä¸Ĭ å¹´", + "çŃ Ŀ", + "ç¼ ¤", + "èĢģ æŧ", + "åĻ ¬", + "æľ ¦", + "èĥ §", + "æ¶Ī è²»", + "æĵ Ķ", + "æ¦ ´", + "æ¿ Ĵ", + "ç³ ¯", + "æ³ ¸", + "æį Ĩ", + "ç» ļ", + "èµ İ", + "çIJ IJ", + "èµ Ĥ", + "æħ ®", + "æ² Į", + "çĦ Ļ", + "æĴŃ æĬ¥", + "æ· ĩ", + "åĪĩ åħ¥", + "çij ķ", + "çĸ µ", + "éģ ´", + "ç¨ ļ", + "ç© ©", + "èŀ ĥ", + "æ£ ķ", + "æĨ §", + "æĨ ¬", + "ä¼ º", + "æ¯ Ĺ", + "æį į", + "æĬ ī", + "ç´ Ĭ", + "å¼ Ľ", + "æĭ Ń", + "æĹı èĩªæ²»", + "åĿ ·", + "ç« ¶", + "è© ³", + "è¿Ħ ä»Ĭ", + "è° ´", + "çŀŃ è§£", + "æŁ ¿", + "é¢ Ĭ", + "ç° §", + "çĥŁ èĬ±", + "ä¾ ¥", + "çĿ ¦", + "éħ Ŀ", + "æ° ĵ", + "çIJ ī", + "å§ Ĭ", + "æ² ®", + "æħ ·", + "èľ ķ", + "çij ļ", + "éĩĩ çŁ¿", + "åł °", + "åºķ èķ´", + "èĨ ³", + "è¾ ķ", + "éŁ Ń", + "åĴ Ļ", + "ç² ½", + "åī Ķ", + "æ² ¦", + "èĤ ´", + "éķ ¶", + "æĺ ¼", + "è¾ Ĺ", + "å© ª", + "åĮ ®", + "æĸ ĵ", + "æ± ¶", + "éĥ ´", + "éł »", + "çª Ĵ", + "è¢ ±", + "åĽ ±", + "èĢ ĺ", + "è ļĮ", + "çĭ Ļ", + "çĹ ¹", + "ç¥ ī", + "æı ®", + "æ· Ĩ", + "ç£ ĭ", + "éĺ ª", + "æ «", + "ã ¸", + "Ļ ¶", + "ã ij", + "𣠲", + "ä ¢", + "ã Ń", + "𬠨", + "ð¬ Ģ", + "𬠮", + "𬠯", + "ð¬ ľ", + "𪠨", + "ð« Ĺ", + "ð¬ Ĭ", + "𬠱", + "ð¬ Ł", + "ä İ", + "ð ¡", + "ä ĥ", + "ã ł", + "ð ©", + "ð© ¾", + "𬠺", + "ð¬ Ļ", + "ãĢ Ķ", + "ãĢ ķ", + "çļĦ æŶåĢĻ", + "æľīéĻIJ åħ¬åı¸", + "ä¹ĭ åIJİ", + "ä¸ļ åĬ¡", + "åķ Ĭ", + "èĻ½ çĦ¶", + "æĭ¥ æľī", + "äºĴ èģĶç½ij", + "éĤ£ äºĽ", + "ä½ł çļĦ", + "åĨ³ å®ļ", + "éĻ¤ äºĨ", + "åĽ¢ éĺŁ", + "åı¯ æĺ¯", + "以 åIJİ", + "社 åĮº", + "çļĦ éĹ®é¢ĺ", + "并 ä¸Ķ", + "æķĻ å¸Ī", + "å°± ä¼ļ", + "天空 éĥ¨èIJ½", + "æľĢ ç»Ī", + "å½ĵ çĦ¶", + "ä¹Ł æľī", + "ç¡® ä¿Ŀ", + "æĥ³ è¦ģ", + "è´Ń ä¹°", + "人 çļĦ", + "åIJ ´", + "çļĦ åıijå±ķ", + "ä¸į çŁ¥éģĵ", + "软 件", + "æĪij们 çļĦ", + "çĪ¶ æ¯į", + "åī ij", + "èĢĮ æĺ¯", + "å®ī æİĴ", + "åIJİ æĿ¥", + "çļĦ åľ°æĸ¹", + "èµ µ", + "èĢĥ è¯ķ", + "çªģ çĦ¶", + "ä¸Ģå®ļ è¦ģ", + "åĪ¶ ä½ľ", + "è¯Ħ ä»·", + "åħį è´¹", + "è´¹ çĶ¨", + "绣 ä¸Ģ", + "çĦ¶ èĢĮ", + "è¿Ļ 次", + "éĿĴ å¹´", + "人 ç±»", + "äº ¦", + "让 人", + "è´Łè´£ 人", + "éĩĩ åıĸ", + "çļĦ äºĭæĥħ", + "ä¹Ł ä¼ļ", + "车 è¾Ĩ", + "æĽ´ æĺ¯", + "强 åĮĸ", + "æĪij åĢij", + "以 åīį", + "ä¼ĺ åĮĸ", + "å§Ķåijĺ ä¼ļ", + "åĽ° éļ¾", + "å¹´ 度", + "ä½į äºİ", + "æĮĩ åĩº", + "åĨį 次", + "åĬŀ çIJĨ", + "æ¯ı 个", + "对 æĸ¹", + "è¿Ľè¡Į äºĨ", + "æľĢ é«ĺ", + "课 ç¨ĭ", + "身 ä¸Ĭ", + "æĽ¾ ç»ı", + "åĮ» çĶŁ", + "å®ī è£ħ", + "æľ ±", + "è¿IJ è¡Į", + "åıĮ æĸ¹", + "æľĢ 大çļĦ", + "æŀĦ 建", + "è¿ŀ ç»Ń", + "çļĦ å°ı", + "她 çļĦ", + "çŃī çŃī", + "æĶ¹ åĸĦ", + "åIJĦ ç±»", + "éģĩ åĪ°", + "æľī çĿĢ", + "人 çī©", + "æĢ» æĺ¯", + "è¿ħ éĢŁ", + "åĪ¶ å®ļ", + "å®ĥ 们", + "å®ĺ ç½ij", + "è¿ĺ è¦ģ", + "ç»Ī äºİ", + "æĪ¿ åľ°äº§", + "è¯ģ æĺİ", + "èĤ¡ 票", + "åºĶ å½ĵ", + "èĭ± åĽ½", + "è¿IJ çĶ¨", + "æľĢ æĸ°", + "享 åıĹ", + "让 æĪij", + "æĻļ ä¸Ĭ", + "å¾ ŀ", + "å°ı 说", + "å°¤åħ¶ æĺ¯", + "è®Ń ç»ĥ", + "åħ¨ å¸Ĥ", + "æĮij æĪĺ", + "æľī çĤ¹", + "带 çĿĢ", + "çļĦ ä¸ľè¥¿", + "é£İ æł¼", + "é»Ħ éĩij", + "å¼ķ 导", + "æѤ å¤ĸ", + "æľĢ è¿ij", + "追 æ±Ĥ", + "强 è°ĥ", + "ä¹Ł åı¯ä»¥", + "æĦŁ åĪ°", + "èĩª æĪij", + "çī¹åĪ« æĺ¯", + "æĪIJ éĥ½", + "éĢIJ æ¸IJ", + "å¿« ä¹IJ", + "ä¹ĭ ä¸Ń", + "æĬķèµĦ èĢħ", + "ä»ĸ们 çļĦ", + "æ° ı", + "å·¥ä½ľ 人åijĺ", + "äºĨ ä¸Ģ个", + "åķ ¦", + "ä¸Ģ åĢĭ", + "åŁº å±Ĥ", + "æ²Ł éĢļ", + "第ä¸Ģ 次", + "并 没æľī", + "çļĦ å·¥ä½ľ", + "åľ¨ è¿ĻéĩĮ", + "æŀ ª", + "æĶ¯ æĴij", + "æŶ å°ļ", + "æĿ¥ åĪ°", + "æĶ¶ è´Ń", + "éĿ© åij½", + "æĺ¯ ä¸įæĺ¯", + "讨 论", + "ä¸ļ 绩", + "å°± èĥ½", + "ç«ĭ åį³", + "è¡Ĺ éģĵ", + "åľ¨ ä¸Ģèµ·", + "æľĪ 份", + "é«ĺ 端", + "å¾Ī éļ¾", + "ä¿Ħ ç½Ĺæĸ¯", + "æīĭ 段", + "åģļ åĩº", + "ä¼Ĺ å¤ļ", + "å®ŀ è¡Į", + "æīĵ å¼Ģ", + "游 客", + "ä¾Ŀ çĦ¶", + "å°± åĥı", + "离 å¼Ģ", + "说 éģĵ", + "æĸ° èĥ½æºIJ", + "æº ª", + "äº ķ", + "令 人", + "ä¸Ģ åľº", + "æĪij æĥ³", + "两 人", + "èĩ³ å°ij", + "çļĦ çĶŁæ´»", + "æĺ¯ ä¸ª", + "èĭ± è¯Ń", + "æ²Ĵ æľī", + "æĢĿ èĢĥ", + "éĻIJ åĪ¶", + "åı° æ¹¾", + "ä¸Ģ æŦ", + "çļĦ ä¸Ģ个", + "é«ĺ 级", + "åĬŀåħ¬ 室", + "å¾· åĽ½", + "æĪij å°±", + "å®ļ ä½į", + "éĢĤ åºĶ", + "æĮĩ æłĩ", + "åħ¨ çľģ", + "ä¸Ĭ è¿°", + "å®ĥ çļĦ", + "åĽŀ 家", + "欧 æ´²", + "éĵģ è·¯", + "é¼ĵ åĬ±", + "çļĦ å½±åĵį", + "é«ĺ æł¡", + "天 ä¸ĭ", + "é«ĺ è´¨éĩı", + "æĿŃ å·ŀ", + "èµĦ 讯", + "æĶ¾ åľ¨", + "æľī ä¸Ģ个", + "å°± è¦ģ", + "ä¸Ĭ éĿ¢", + "解 éĩĬ", + "éĢIJ æŃ¥", + "å°½ 管", + "æľī ä»Ģä¹Ī", + "çļĦ äºĭ", + "çĻ» è®°", + "人æ°ij å¸ģ", + "è§Ĥ ä¼Ĺ", + "è§Ĥ å¯Ł", + "çĶµ èĦij", + "çļĦ åIJĮæŶ", + "ä½ľ ä¸ļ", + "宣 å¸ĥ", + "çļĦ ä½ľçĶ¨", + "åĽŀ æĿ¥", + "éļ¾ 以", + "æīĢæľī çļĦ", + "å°ı åѦ", + "æıIJ åīį", + "æ¤į çī©", + "åĩ ¯", + "ä¸Ĭ äºĨ", + "å°± åľ¨", + "åħĪ åIJİ", + "æīĭ æľ¯", + "éĥ Ń", + "éĿ¢ åīį", + "æ¯ķ ç«Ł", + "äºĮ æĺ¯", + "红 èī²", + "éĺ³ åħī", + "èĭ¹ æŀľ", + "å¾Īå¤ļ 人", + "ç»Ļ æĪij", + "åĵ ¦", + "çľ¼ çĿĽ", + "éł Ń", + "ä¸Ģ æĺ¯", + "åıijå±ķ çļĦ", + "åıį åºĶ", + "æĪ¿ å±ĭ", + "æľŁ å¾ħ", + "ç§į æ¤į", + "æĸĩ åѦ", + "åį³ åı¯", + "é¦ĸ 次", + "èĭ± éĽĦ", + "å¤ļ 次", + "åĮħ è£ħ", + "æ²³ åįĹ", + "ä¹ĭéĹ´ çļĦ", + "ä»į çĦ¶", + "åIJ¬ åĪ°", + "èij£äºĭ éķ¿", + "è§Ħ åĪĻ", + "ä¸Ģ 份", + "大 ä¼Ĺ", + "使 å¾Ĺ", + "è¿Ľ åı£", + "ä¸Ģ çīĩ", + "æĢ§ çļĦ", + "çļĦ 大", + "æĪij æĺ¯", + "äºĴ åĬ¨", + "æ° £", + "çļ Ĩ", + "åħ¬åı¸ çļĦ", + "ä¸Ģ è¾¹", + "åıĬ åħ¶", + "èī¯ 好çļĦ", + "æĭĵ å±ķ", + "å½ĵ å¹´", + "广 åľº", + "åģļ äºĨ", + "åŁº äºİ", + "æıIJ éĨĴ", + "åħĦ å¼Ł", + "èĢģ æĿ¿", + "è¿ij æĹ¥", + "çĬ¶ åĨµ", + "注 éĩį", + "åĪļ åĪļ", + "è°ĥ çłĶ", + "å¿ĥ ä¸Ń", + "æĬĬ æı¡", + "éļı åIJİ", + "ä¸į å¤Ł", + "åĪĽ ä½ľ", + "ç«Ļ åľ¨", + "缸 äºĴ", + "çĸ«æĥħ éĺ²æݧ", + "å¹´ 代", + "带 åĬ¨", + "伤 害", + "ç«Ł çĦ¶", + "å¼ķ è¿Ľ", + "ç´¯ 计", + "让 æĪij们", + "åĽŀ æĶ¶", + "æĬ¥ åIJį", + "åĬ© åĬĽ", + "èģĶ 缣", + "çŃĸ çķ¥", + "åij¨ è¾¹", + "åĭ Ĵ", + "è¿ĺ åľ¨", + "æµģ éĩı", + "寻 æī¾", + "çĶµ åĬĽ", + "èĪ¹ èĪ¶", + "è¿ĺ èĥ½", + "æĭħ ä»»", + "çļĦæĥħåĨµ ä¸ĭ", + "çļĦ åİŁåĽł", + "缺 ä¹ı", + "çIJĥ åijĺ", + "å²ģ çļĦ", + "çĶ· åŃIJ", + "å·¥ èµĦ", + "è¿ijå¹´ æĿ¥", + "åij Ģ", + "æıIJä¾Ľ äºĨ", + "她 们", + "家 åħ·", + "çĩ ķ", + "è½» æĿ¾", + "æł¡ åĽŃ", + "èĢĥ æł¸", + "åį± éĻ©", + "åħļ ç»Ħç»ĩ", + "æĢ» ç»ıçIJĨ", + "çļĦ æĸ°", + "çİ» çĴĥ", + "è¿Ļ ä½į", + "对 æѤ", + "家 人", + "çļĦ è¦ģæ±Ĥ", + "温 度", + "æĮĩ æķ°", + "缴 åĪ°", + "æѤ æŶ", + "æ¹ĸ åįĹ", + "éĥ½ è¦ģ", + "ä½ľ åĩº", + "åIJĦ ä½į", + "èĢĥ çĶŁ", + "ä¾Ŀ æį®", + "说 è¯Ŀ", + "æĪij ä¹Ł", + "å·¥ åİĤ", + "åıĺ æĪIJ", + "ä»ĸ 人", + "æĪij è§īå¾Ĺ", + "åIJĦ 级", + "ä¼łå¥ĩ ç§ģæľį", + "ä¸Ĭ åįĩ", + "好 åĥı", + "åĬł éĢŁ", + "äºĮ åįģ", + "è¢ ģ", + "è£ħ 饰", + "éĥ½ èĥ½", + "ä¸Ģ å¼ł", + "åĬ¨ æĢģ", + "å¹´ çļĦ", + "è¿Ļ å°±æĺ¯", + "ä¹Ł è¦ģ", + "èµĦ æł¼", + "æĪĺ äºī", + "æĦŁ è°¢", + "åŁ¹ èĤ²", + "天 æ°Ķ", + "女 士", + "åı¯èĥ½ ä¼ļ", + "çļĦ 产åĵģ", + "ä¹Ł å°±", + "主è¦ģ æĺ¯", + "åĪº æ¿Ģ", + "ç»Ļ ä½ł", + "大 æķ°æį®", + "åĮ» åѦ", + "åĪ ¤æĸŃ", + "ä»ĸ 说", + "表 æ¼Ķ", + "äºļ æ´²", + "ä¸ĵ é¢ĺ", + "ç«ŀäºī åĬĽ", + "éĤ£ æł·", + "å±ķ å¼Ģ", + "å¹³ æŶ", + "æİ¥ ä¸ĭæĿ¥", + "æī¿ 诺", + "æ³ķ åĽ½", + "åħ³ å¿ĥ", + "ä¼ļ æľī", + "éĤĢ 请", + "é¢Ħ éĺ²", + "对 æİ¥", + "好 äºĨ", + "åĴ± 们", + "çļĦ æĦŁè§ī", + "æĢĿ è·¯", + "éĥ½ 没æľī", + "çļĦ æĸ¹æ³ķ", + "女 åŃIJ", + "åı¸ æ³ķ", + "è¿ĺ ä¼ļ", + "è¶ĬæĿ¥è¶Ĭ å¤ļ", + "åĽł çĤº", + "æµ· åįĹ", + "人 æķ°", + "å°Ĩ ä¼ļ", + "ä¸ļ 主", + "é¤IJ 饮", + "å±ħ ä½ı", + "åıij åĩº", + "è¿ij æľŁ", + "å¼ķ é¢Ĩ", + "æľºåĻ¨ 人", + "åĩºæĿ¥ çļĦ", + "çľĭ è§ģ", + "ä¿ Ĭ", + "让 ä»ĸ", + "ä¸į æĥ³", + "å·¥ä½ľ çļĦ", + "è¡¥ åħħ", + "æµ ħ", + "çī¹ å¾ģ", + "ä¸Ĭå¸Ĥ åħ¬åı¸", + "ç¾İ é£Ł", + "广 西", + "æ¯ı ä¸Ģ个", + "èIJ½ åľ°", + "åĵģ ç§į", + "åĴĮ è°IJ", + "å½» åºķ", + "é«ĺ èĢĥ", + "æĺ¨ å¤©", + "åīį å¾Ģ", + "çĽij æµĭ", + "çĻ¾ 度", + "åľ¨ ä¸ŃåĽ½", + "çļĦ éľĢæ±Ĥ", + "亿 ç¾İåħĥ", + "åѦ æľ¯", + "æĶ¶ åĪ°", + "æĿ¿ åĿĹ", + "ä¸Ģ 段", + "æŀĦ æĪIJ", + "ä¼ģä¸ļ çļĦ", + "表 éĿ¢", + "æķ´ çIJĨ", + "ç»ĵ å©ļ", + "人 家", + "åģľ æŃ¢", + "åѦ ç§ij", + "æĺ¾ å¾Ĺ", + "ä¼ij æģ¯", + "é¢Ħ æľŁ", + "æĪĸ æĺ¯", + "çļĦ 主è¦ģ", + "åºĶ 对", + "èµ° äºĨ", + "ä¸Ń éĹ´", + "èµ° è¿Ľ", + "åijĪ çİ°", + "æIJŃ éħį", + "é¹ ı", + "æĺ¯ åĽłä¸º", + "æĥħ 绪", + "å®ļ æľŁ", + "社ä¼ļ 主ä¹ī", + "çŃī 级", + "磼 çĽ¾", + "é£ŀ æľº", + "èĩ³ ä»Ĭ", + "æĶ¶ éĽĨ", + "çļĦ æķħäºĭ", + "åĪĩ å®ŀ", + "å®ŀçİ° äºĨ", + "å½¢ æĪIJäºĨ", + "åįĹ æĸ¹", + "ä¸Ń åѦ", + "æµ· æ´ĭ", + "åIJ¦ åĪĻ", + "æĭį æijĦ", + "大åѦ çĶŁ", + "åĩºçİ° äºĨ", + "æĦı å¤ĸ", + "ä¹Ł èĥ½", + "çļĦ èĥ½åĬĽ", + "åĿIJ åľ¨", + "åĪĻ æĺ¯", + "èĢĥ å¯Ł", + "å°Ĭ éĩį", + "éĺ² æŃ¢", + "ç´§ å¼ł", + "读 书", + "åĩº è¡Į", + "å°± æľī", + "å±¥ è¡Į", + "çݰ代 åĮĸ", + "åĽ½ åĬ¡", + "åĽ½åĬ¡ éĻ¢", + "ç»´ ä¿®", + "åİŁ åĪĽ", + "æĺ¯ æĮĩ", + "ä¼ij éĹ²", + "çĤ ®", + "æĸ° æĹ¶ä»£", + "éĢĻ åĢĭ", + "ä¸į æķ¢", + "å®Į ç¾İ", + "ç»Ĩ èĬĤ", + "éŃ ı", + "èĶ¬ èıľ", + "é¢Ĩ导 çıŃåŃIJ", + "è¶ħ 级", + "è¡Į æĥħ", + "人工 æĻºèĥ½", + "åį° 度", + "åŁºç¡Ģ 设æĸ½", + "åıĪ æĺ¯", + "èį¯ çī©", + "åIJ¸ æĶ¶", + "åį´ æĺ¯", + "éĥ İ", + "å¥ĸ åĬ±", + "çļĦ æľĭåıĭ", + "ä¿Ŀ çķĻ", + "è§Ħ å¾ĭ", + "æĸ° çĸĨ", + "è¿ĺ åı¯ä»¥", + "æİ¥ è¿ij", + "æѤ åīį", + "æī¹ åĩĨ", + "æĢİä¹Ī æł·", + "çļĦ ä½įç½®", + "ä¸Ģ åĿĹ", + "æĭĴ ç»Ŀ", + "顾 客", + "ä¹Ł åľ¨", + "ä¸Ģ çĶŁ", + "éĥ¨ éĺŁ", + "å¹´ åīį", + "æĸ¹éĿ¢ çļĦ", + "å°Ŀ è¯ķ", + "羣æŃ£ çļĦ", + "ç¦ģ æŃ¢", + "è¿ĺ 没æľī", + "æ°ij çĶŁ", + "èµ° åIJij", + "èĦ¸ ä¸Ĭ", + "å½ĵ 天", + "éĽĨåĽ¢ åħ¬åı¸", + "çļĦä¸Ģ ç§į", + "西 æĸ¹", + "åĽŀ åºĶ", + "ä¸Ģ 声", + "常 常", + "æıIJ åĪ°", + "èħ¾ 讯", + "æľį è£ħ", + "为 ä½ķ", + "äºij åįĹ", + "å°± ç®Ĺ", + "ä¼ł æī¿", + "åıį èĢĮ", + "ä¸ĩ åIJ¨", + "è´¢ 产", + "å¦Ĥ ä¸ĭ", + "æĹ¥ åīį", + "åİŁ æľ¬", + "æľĢ éĩįè¦ģçļĦ", + "认 è¯ģ", + "ä¸Ģ éģĵ", + "ä¿¡æģ¯ åĮĸ", + "å¾Ĺ åĪ°äºĨ", + "éĢ² è¡Į", + "æĪij è¦ģ", + "éĢļ ä¿¡", + "室 åĨħ", + "èµļ éĴ±", + "æĶ¶ èĹı", + "解åĨ³ æĸ¹æ¡Ī", + "æĪ¿ 产", + "çĭ ¼", + "æ´» åĬĽ", + "ç»ıæµİ åıijå±ķ", + "çŃī å¾ħ", + "ä¹Ł å¾Ī", + "åĿ ij", + "å¾Ī 好çļĦ", + "éļ¾ 度", + "ä¸į å¦Ĥ", + "人æ°ij æĶ¿åºľ", + "åĩº åıij", + "åīį æľŁ", + "æ¼Ķ åijĺ", + "女 çĶŁ", + "èģļ çĦ¦", + "审 计", + "é¢Ħ æµĭ", + "ä¾Ŀ æīĺ", + "äºĶ å¹´", + "è¡¥ è´´", + "æ¸ħ æĻ°", + "éª Ĥ", + "çľĭ èµ·æĿ¥", + "çļĦ åŃ©åŃIJ", + "é¢ij éģĵ", + "ä½ı å®ħ", + "éĿ¢ åIJij", + "æľĢ ä½İ", + "æĹ¢ çĦ¶", + "ä¸Ģ å¥Ĺ", + "æķ° åѦ", + "群 ä½ĵ", + "åĮĹ京 å¸Ĥ", + "å±ħ çĦ¶", + "æ°Ľ åĽ´", + "éĢĶ å¾Ħ", + "çļĦ åŁºç¡Ģä¸Ĭ", + "èģĮ è´£", + "åı¯èĥ½ æĺ¯", + "åĨĽ äºĭ", + "æĪIJ æķĪ", + "åŃ©åŃIJ 们", + "计ç®Ĺ æľº", + "èµ ¤", + "产ä¸ļ åıijå±ķ", + "å·¨ 大çļĦ", + "å·¥ 人", + "çĶŁ éķ¿", + "éĥ½ åı¯ä»¥", + "çļĦ æľºä¼ļ", + "èµĦ è´¨", + "çĹĽ èĭ¦", + "ç²ī ä¸Ŀ", + "å¢ ĵ", + "å¹³ å®ī", + "管 éģĵ", + "è·Ł çĿĢ", + "饮 é£Ł", + "åķĨ 家", + "å¤ļ 家", + "åı¸ æľº", + "åºĶ该 æĺ¯", + "éĢı éľ²", + "认 å®ļ", + "è¡Įä¸ļ çļĦ", + "çļĦ ä¼ģä¸ļ", + "æ¯ı ä¸Ģ", + "èĮĥåĽ´ åĨħ", + "è¾ĥ 大", + "è´ ¤", + "大 èµĽ", + "å¤ļ äºĨ", + "é¸ ¿", + "临 åºĬ", + "åľ¨ è¿Ļ个", + "çļĦ åĨħ容", + "éĶĢ éĩı", + "å¾Ī å°ij", + "åŃ Ł", + "ç»´ æĮģ", + "åĴĸ åķ¡", + "æľ¬ åľ°", + "èī² 彩", + "并 éĿŀ", + "èĢĮ å·²", + "温 æļĸ", + "èIJ §", + "æĬĵ ä½ı", + "èĢĮ ä¸įæĺ¯", + "åĸ Ĭ", + "çļĦ åħ³ç³»", + "çī© åĵģ", + "éĤ£ æĺ¯", + "åĨľ 产åĵģ", + "è¿Ļ æŶ", + "å©ļ 姻", + "æ°´ æŀľ", + "æĶ¶ èİ·", + "ä»ĺ åĩº", + "客æĪ· 端", + "æ¼Ķ åĩº", + "åħ¨ æĸ°", + "è¿Ļ ä¹Łæĺ¯", + "æĺ¯ çĶ±", + "è§Ĥ 念", + "æľī 个", + "éĢł åŀĭ", + "èĥľ åĪ©", + "ä¸ī æĺ¯", + "è¶ħ å¸Ĥ", + "åħļ建 å·¥ä½ľ", + "æĶ¾ å¿ĥ", + "线 è·¯", + "æĭĽ çĶŁ", + "åIJĥ é¥Ń", + "è½ ī", + "å°½ éĩı", + "è§ģ åĪ°", + "åIJĮæ¯Ķ å¢ŀéķ¿", + "åįİ ä¸º", + "æĪij å¸Ĥ", + "æıIJ åĩºäºĨ", + "æ°ij èѦ", + "åįļ çī©", + "åįļçī© é¦Ĩ", + "è¯ļ ä¿¡", + "åīį éĿ¢", + "å±± 西", + "è¾ħ åĬ©", + "转 移", + "æĽ´ 为", + "丰å¯Į çļĦ", + "åį ¢", + "å¿« éĢĴ", + "æĺ¾ èijĹ", + "çī© èµĦ", + "åĪ° è¾¾", + "æľī åĪ©äºİ", + "åij Ĩ", + "åŃ©åŃIJ çļĦ", + "ä¸į ä½Ĩ", + "çłĶ究 éĻ¢", + "çĶ³ æĬ¥", + "æļ ¨", + "æ°ij éĹ´", + "åį »", + "çļĦ å£°éŁ³", + "å¸Ĥåľº çļĦ", + "ä¸Ģ åı¥", + "çľģ 级", + "æĿ¥ çļĦ", + "åĵª 个", + "æīį ä¼ļ", + "åĪĨ éħį", + "èĶ ¡", + "ä»ĸ åľ¨", + "åħ± æľī", + "å¡ ĺ", + "èĴ Ĥ", + "éľ į", + "åıĤ è§Ĥ", + "ä¸Ī 夫", + "ä¾Ŀ éĿł", + "æľī æŶ", + "äºĨ å¾Īå¤ļ", + "ä¸ĸçķĮ æĿ¯", + "家 æĹı", + "ä¸į éľĢè¦ģ", + "大 å¸Ī", + "èŀį åħ¥", + "éĿŀ æ³ķ", + "çĹħ 人", + "åIJİ æľŁ", + "大家 éĥ½", + "ç½ij åĿĢ", + "åİŁ æĸĻ", + "便 å®ľ", + "æ¶ Ľ", + "仿 ä½Ľ", + "å·® è·Ŀ", + "åı¦ä¸Ģ æĸ¹éĿ¢", + "产åĵģ çļĦ", + "èµ «", + "æĥħåĨµ ä¸ĭ", + "éĴ¢ éĵģ", + "æľ¬ ç«Ļ", + "纳 åħ¥", + "å·² æľī", + "æľī 没æľī", + "ä¼° 计", + "é£ ĺ", + "æľŁ è´§", + "åĢĭ人 è³ĩæĸĻ", + "ä¸ĵä¸ļ çļĦ", + "çĪĨ åıij", + "èĩ´åĬĽ äºİ", + "çİ°åľ¨ çļĦ", + "æľī åĵªäºĽ", + "çł´ åĿı", + "æķ°åŃĹ åĮĸ", + "åľ° éĿ¢", + "é»ij èī²", + "å¹¼åĦ¿ åĽŃ", + "çļĦ ç²¾ç¥ŀ", + "äº Ń", + "导 æ¼Ķ", + "çİ° æľī", + "æѦ åĻ¨", + "èĭı å·ŀ", + "çİ Ħ", + "æ±Ł 西", + "延 伸", + "论 æĸĩ", + "è¾ĥ 为", + "çİ© æ³ķ", + "é¼ İ", + "åIJĮ æŃ¥", + "éĩĬ æĶ¾", + "æĽĿ åħī", + "åĿļ åĨ³", + "å§Ķ æīĺ", + "å°Ĩ åľ¨", + "äºĪ 以", + "ä½ľ æĸĩ", + "èĢĮ åľ¨", + "ä¼ĺ åħĪ", + "åĽŀ åİ»", + "ä¿® å¤į", + "åĽ½åĨħ å¤ĸ", + "çŃĸ åĪĴ", + "åıij æĶ¾", + "å¿ĥ æĥħ", + "çļĦ åİĨåı²", + "éĿ¢ è¯ķ", + "举 åĮĹ", + "ä¿¡ åı·", + "ç²® é£Ł", + "è¯ģ 书", + "æŁIJ äºĽ", + "è¿IJ ä½ľ", + "åĨ² åĩ»", + "çĥŃ çĤ¹", + "æŶ æŶ", + "æŶæŶ 彩", + "åľ° çĤ¹", + "ä¸Ģä½ĵ åĮĸ", + "éļ¾ é¢ĺ", + "æĽ °", + "ç«ĭ åĪ»", + "æĺ¯ éĿŀ常", + "åħ± åĴĮ", + "åħ±åĴĮ åĽ½", + "æ¿Ģ åĬ±", + "æľīæķĪ çļĦ", + "å¤Ħ ç½®", + "该 åħ¬åı¸", + "æ£Ģ éªĮ", + "èѦ æĸ¹", + "è´ ¾", + "äºĨä¸Ģ ä¸ĭ", + "ä»Ĭ åIJİ", + "çħ ®", + "çĶ¨ åĵģ", + "读 èĢħ", + "æĪij åľ¨", + "åĽŀ å¤į", + "ä¸Ģ 座", + "è¿ĺ 没", + "å®ļ åĪ¶", + "没 æĥ³åĪ°", + "å¤ ¹", + "ä¼ł éĢĴ", + "ä¸Ģ 款", + "强 大çļĦ", + "çļĦ è¡Į为", + "å¤ı 天", + "åıijåĬ¨ æľº", + "é¢ĨåŁŁ çļĦ", + "å®ŀéªĮ 室", + "ä¸Ģ æĬĬ", + "æĺ¯ ä¸ºäºĨ", + "éĻķ 西", + "æĭħ ä¿Ŀ", + "è¾¾ æĪIJ", + "è¦ģ æĺ¯", + "æĺİ å¤©", + "ç»Ļ ä»ĸ", + "建ç«ĭ äºĨ", + "ä¸į è¡Į", + "ä¸Ń æĸĩ", + "åľ° 说", + "åIJİ çļĦ", + "çĽij æݧ", + "éĢ ¸", + "æĢ» éĥ¨", + "æľ¬ æĸĩ", + "é¹ ¿", + "æĻ¯ è§Ĥ", + "çļĦ 缮æłĩ", + "èĽ ĩ", + "åĨ ¯", + "ä¸Ń åĮ»", + "æķĪ åºĶ", + "产 éĩı", + "åŃ Ŀ", + "è´¦ æĪ·", + "è¿Ŀ åıį", + "èij£äºĭ ä¼ļ", + "京 举", + "责任 ç¼ĸè¾ij", + "åķı é¡Į", + "çĪ± å¿ĥ", + "èѦ å¯Ł", + "é¤IJ åİħ", + "å¸Ĥ æĶ¿åºľ", + "天 天", + "æĸ° é²ľ", + "éĥij å·ŀ", + "è¶ħ è¶Ĭ", + "å½ Ń", + "çŁ¥è¯Ĩ 产æĿĥ", + "åĽŀ å¿Ĩ", + "è·¯ 线", + "å»ī æ´ģ", + "éĿĴ å°ijå¹´", + "åıĸå¾Ĺ äºĨ", + "çľĭ åĪ°äºĨ", + "é¦ ¬", + "ç²¾ åĵģ", + "åľ° éĵģ", + "æĮģ æľī", + "ä¸ĭ äºĨ", + "æľī æŶåĢĻ", + "ä¸Ģ 人", + "æĴ Ĵ", + "ä»Ķ ç»Ĩ", + "èĢģ åħ¬", + "äºĭå®ŀ ä¸Ĭ", + "èģĶ èµĽ", + "ä¾ĽåºĶ éĵ¾", + "é¢Ħ ç®Ĺ", + "åĪ¶éĢł ä¸ļ", + "å®īåħ¨ çĶŁäº§", + "俱 ä¹IJ", + "俱ä¹IJ éĥ¨", + "çļĦ æł¸å¿ĥ", + "æīĵ ç®Ĺ", + "å½± çīĩ", + "æIJŃ å»º", + "ä¹Ł ä¸įä¼ļ", + "æĭħ å½ĵ", + "å±Ĥ éĿ¢", + "åѦ åijĺ", + "临 æŶ", + "缸 ç»ĵåIJĪ", + "对 æ¯Ķ", + "ä»ĸ æĺ¯", + "æĸ° åĮº", + "è¿Ľ åİ»", + "çĻ¾ å¹´", + "ä¿ ©", + "å°½ å¿«", + "çĶµåŃIJ åķĨåĬ¡", + "æĽ´ æľī", + "æ¸ħ çIJĨ", + "åı¦ ä¸Ģ个", + "åĤ »", + "ä»Ģä¹Ī æł·çļĦ", + "æĺ¯ æľĢ", + "åij¨ å¹´", + "å¾Ī 容æĺĵ", + "åĽ¢ ç»ĵ", + "ç´ Ħ", + "æĹ© å·²", + "çļĦ åıĺåĮĸ", + "éľ ŀ", + "æĹ¥ ä¸ĬåįĪ", + "失 åİ»", + "ä¸Ń åľĭ", + "çļĦä¸Ģ äºĽ", + "å°ı åŃ©", + "ä¸ĭ è·Į", + "éĶ» çĤ¼", + "é ij", + "éij «", + "å¿ĹæĦ¿ èĢħ", + "èĤ¡ å¸Ĥ", + "èµĽ äºĭ", + "许åı¯ è¯ģ", + "åı¯ æĮģç»Ń", + "åijĬè¯ī è®°èĢħ", + "éĢ» è¾ij", + "å¼ķ åħ¥", + "çļĦ è¿ĩç¨ĭä¸Ń", + "è§Ĩ è§ī", + "èĩªæ²» åĮº", + "è¯ģ æį®", + "è£ħ ç½®", + "第ä¸ī æĸ¹", + "å¹´ æĿ¥", + "å¹¿ä¸ľ çľģ", + "带æĿ¥ äºĨ", + "éķ¿ æ±Ł", + "访 éĹ®", + "å·® ä¸įå¤ļ", + "æĺ¯ æĪij", + "éģŃ éģĩ", + "æĬĵ 好", + "é«ĺ è¾¾", + "并 åľ¨", + "èĩª è§ī", + "ä¾ĽåºĶ åķĨ", + "æĥħ æĦŁ", + "ä½ı äºĨ", + "çļĦ èģĮä¸ļ", + "çļĩ å¸Ŀ", + "西 éĥ¨", + "åĴĮ å¹³", + "çļĦ åĬĽéĩı", + "æ± ª", + "åħħåĪĨ åıijæĮ¥", + "æĬķ è¯ī", + "èµ· åĪ°", + "äºĴ 缸", + "æ¾³ éŨ", + "æİ¥ åĪ°", + "æ°´ æ³¥", + "模 åŀĭ", + "ä¸Ģ åįĬ", + "秩 åºı", + "æĪij们 åľ¨", + "æī¿ 认", + "ä¸Ģ éĥ¨åĪĨ", + "åįł æ¯Ķ", + "å¦ĩ 女", + "ç² ĺ", + "äºĨ解 åĪ°", + "ä¸Ģå®ļ ä¼ļ", + "åIJĦ 大", + "èµ° åĩº", + "为 大家", + "é«ĺ éĵģ", + "åı¯ä»¥ åľ¨", + "ä½Ĩ åľ¨", + "çĶŁæĢģ çݯå¢ĥ", + "èı ¯", + "çļĦ ä»·æł¼", + "麻 çĥ¦", + "æ¿Ģ åıij", + "éĤ£ å°±", + "çļĦ æł·åŃIJ", + "为 æѤ", + "天 åľ°", + "çļĦ 缮çļĦ", + "åĢº åĪ¸", + "å·² ç¶ĵ", + "åĽĽ 大", + "åIJĮæŶ ä¹Ł", + "å½¼ æѤ", + "æĭ¿ åĪ°", + "åIJ« éĩı", + "åįģ 大", + "éļ¾ éģĵ", + "å¼ Ĺ", + "ä¸Ģ 段æŶéĹ´", + "çħ§ 顾", + "æķ°æį® æĺ¾ç¤º", + "æĪIJ为 äºĨ", + "èµ° åĪ°", + "æľ¬ åħ¬åı¸", + "ç»Ī 端", + "ä¹Ł ä¸įæĺ¯", + "头 åıij", + "大 约", + "é£İ æĻ¯", + "æ¶Ī èĢĹ", + "审 æŁ¥", + "äºī åıĸ", + "æ³ķ æ²»", + "äºĭ çī©", + "ç¼ĵ 解", + "æĥ ¨", + "缸åºĶ çļĦ", + "çļĦ æķĪæŀľ", + "åıį å¤į", + "åıijçĶŁ äºĨ", + "éĢĻ äºĽ", + "ç»ĥ ä¹ł", + "åݨ æĪ¿", + "å¼Ģ æĭĵ", + "欣 èµı", + "夫 妻", + "ä¸į ä¸Ģæł·", + "产 èĥ½", + "èĬ¯ çīĩ", + "è¦ģ ç´ł", + "åıį 对", + "çİĩ åħĪ", + "è´§ çī©", + "æĹ¥ çĶµ", + "ä½ľ 家", + "æĶ¹ è¿Ľ", + "æĪIJ åĪĨ", + "åĽł èĢĮ", + "åĩı èĤ¥", + "æ½ ĺ", + "å±±ä¸ľ çľģ", + "åĬ Ŀ", + "åŁ ĭ", + "æѦ è£ħ", + "æ±ĩ æĬ¥", + "ä¸Ģ个 æľĪ", + "çĥŃ éŨ", + "大 éģĵ", + "æ´» åĭķ", + "éĥ½ å¾Ī", + "çĶµ 梯", + "ç´§ æĢ¥", + "åĢº åĬ¡", + "客 æľį", + "ä¸Ģ éĥ¨", + "ä½ł æĺ¯", + "çİ° çĬ¶", + "æŃ£ç¡® çļĦ", + "ä¹ĭ å¤Ħ", + "ç¼ĸ åĪ¶", + "ä½ł åı¯ä»¥", + "çŃī åľ°", + "èİ ī", + "对 è¯Ŀ", + "æ·ĺ å®Ŀ", + "è°ĥ èĬĤ", + "æİĴ æĶ¾", + "åºĵ åŃĺ", + "ç´ ļ", + "çļĦ ä¼ĺåĬ¿", + "æĿĥ å¨ģ", + "以ä¸ĭ ç®Ģ称", + "ä¸Ģ 项", + "èģļ éĽĨ", + "ä¼łç»Ł çļĦ", + "æ·· åIJĪ", + "è¿Ļä¸Ģ çĤ¹", + "ä¸Ģ çľ¼", + "æĹł éĻIJ", + "èİ·å¾Ĺ äºĨ", + "éĢī æīĭ", + "åĪ¶ åĵģ", + "åįı ä½ľ", + "çĭ¬çī¹ çļĦ", + "ä¸Ģ 级", + "è¿Ļ个 éĹ®é¢ĺ", + "æĸ Į", + "æĺ¯ æĪij们", + "æķĮ 人", + "æ¸ħ æ´Ĺ", + "ä¸Ģ缴 åľ¨", + "å°ı ç±³", + "çļĦ è¿ĩç¨ĭ", + "åľ¨ åĮĹ京", + "ä¸Ģ æĶ¯", + "æĹ© ä¸Ĭ", + "æĸĩ èīº", + "ç¦ı åĪ©", + "é£Ł çĶ¨", + "æĦŁ åĬ¨", + "åħ¨ ç¨ĭ", + "æĶ¯ åĩº", + "æĸ° 建", + "å¸ ķ", + "æĺ¾ çĦ¶", + "羣 çļĦæĺ¯", + "æĸ°éĹ» ç½ij", + "èĥ½ åIJ¦", + "åįı åĬ©", + "亲 èĩª", + "å¾Ī æľī", + "çĻ¼ å±ķ", + "æĦı 大", + "æĦı大 åĪ©", + "çĶµ ç½ij", + "æĹ¥ çĽĬ", + "çĨ ±", + "èĤĮ èĤ¤", + "çĶ· æĢ§", + "ç»Ħ 建", + "çŃī éĹ®é¢ĺ", + "æ¶Ī éĻ¤", + "æĬ¤ çIJĨ", + "å¡ij æĸĻ", + "ä¹Į åħĭ", + "ä¹Įåħĭ åħ°", + "åķĨ æłĩ", + "çIJ ³", + "æĸ° æīĭ", + "çļĦ çī¹çĤ¹", + "åĴ ¬", + "å½ĵ ä¸ĭ", + "设计 å¸Ī", + "èµĶ åģ¿", + "第 åįģ", + "æĻºèĥ½ åĮĸ", + "å¼Ģåıij åĮº", + "åı¯ä»¥ éĢļè¿ĩ", + "åħ±äº§ åħļ", + "åİī 害", + "çģµ æ´»", + "æŶ åħī", + "éĥ¨ ä½į", + "人 æĸĩ", + "è¿Ľ æĿ¥", + "ä¹ĭ æīĢ以", + "ä¸ī åįģ", + "çļĦ åѦçĶŁ", + "éĺ² æĬ¤", + "åĽ½ 产", + "æ·±åľ³ å¸Ĥ", + "éĤ£ å°±æĺ¯", + "åĪ° ä½į", + "çī¹ æľĹ", + "çī¹æľĹ æĻ®", + "å®ŀ æŶ", + "åı° çģ£", + "èĢĮ ä¸į", + "æĮĩ å®ļ", + "åĿ Ŀ", + "èħIJ è´¥", + "çī¹ å®ļ", + "å¢ŀ éĢŁ", + "æłĩ çŃ¾", + "æĪ¿ ä»·", + "æĦ ģ", + "贯彻 èIJ½å®ŀ", + "æĢ§ è´¨", + "çłĶ究 çĶŁ", + "ç¾İ 容", + "æī¹ è¯Ħ", + "究 ç«Ł", + "人åĬĽ èµĦæºIJ", + "éĸĭ å§ĭ", + "åĽŀ å½Ĵ", + "èIJ¥ åķĨ", + "èIJ¥åķĨ çݯå¢ĥ", + "ä¸ŃåĽ½ 人", + "çļĦ åŁºæľ¬", + "è¯Ŀ é¢ĺ", + "æłĩåĩĨ åĮĸ", + "西 èĹı", + "åĭ ¾", + "çļĦ 设计", + "ç®Ģåįķ çļĦ", + "å¤į åĪ¶", + "æ¸IJ æ¸IJ", + "以 å¤ĸ", + "èģĶ åĬ¨", + "两 次", + "æĢ§ åĴĮ", + "æĽ´ 大", + "çļĦ åIJįåŃĹ", + "éŁ ¦", + "ä½ł è¦ģ", + "å¢ĥ å¤ĸ", + "æĹ© æľŁ", + "åĪĿ æŃ¥", + "è´¦ åı·", + "害 æĢķ", + "æĺ¨ æĹ¥", + "åĪļ æīį", + "ç¥ŀ ç§ĺ", + "ç²¾ å¿ĥ", + "æµģ éĢļ", + "åħ¨ æĸ¹ä½į", + "以 å¾Ģ", + "ä¹Ł å°Ĩ", + "æĺ¯ ä¸ŃåĽ½", + "åĽ½å®¶ 级", + "å°Ĩ åĨĽ", + "æij Ĭ", + "æľĢ 为", + "第ä¸Ģ æŶéĹ´", + "æ¶Ī æ¯Ĵ", + "å°Ĩ äºİ", + "å¨ģ èĥģ", + "èĭ± æĸĩ", + "æīĭ ä¸Ń", + "çIJĥ è¿·", + "è§Ĥ çľĭ", + "离 å©ļ", + "æľ¬ åľŁ", + "åĪĨ æķ£", + "æĻ ´", + "è¦ģ 注æĦı", + "浪 è´¹", + "管 æݧ", + "åĩº åĶ®", + "æĢ» è£ģ", + "ä¸Ģ éĺµ", + "å¨ ĩ", + "äºĶ 个", + "å½ĵ åĪĿ", + "çºł 纷", + "ä¸ĵ çĶ¨", + "å¤ĩ æ¡Ī", + "åĪĿ æľŁ", + "å®ĥ æĺ¯", + "åĮº åĿĹ", + "åĮºåĿĹ éĵ¾", + "大 è¿ŀ", + "è¿Ļ ç±»", + "åıĺ æĪIJäºĨ", + "éĤĦ æĺ¯", + "åįļ 客", + "çı¾ åľ¨", + "ä¸Ģ æĸ¹", + "å®ĮæĪIJ äºĨ", + "è¿Ļ个 æŶåĢĻ", + "åħ¨ å¹´", + "ä¸Ĭ 线", + "ç½ IJ", + "ç«ŀ èµĽ", + "åĩºçīĪ 社", + "åĵ¥ åĵ¥", + "å¯ «", + "å¾Ĺ 以", + "èĬ± åĽŃ", + "äºĨ èµ·æĿ¥", + "èĦ±è´« æĶ»åĿļ", + "çļĦ åİŁåĪĻ", + "讲 解", + "æ¶Ī åĮĸ", + "æįŁ 害", + "æļĤ æŶ", + "å¾Ĺ çŁ¥", + "éĢĤ çĶ¨", + "éŨ åºĹ", + "解 读", + "æĻ® åıĬ", + "人æ°ij æ³ķéĻ¢", + "åī¯ 主任", + "å¿ĥ çģµ", + "è¯Ĭ æĸŃ", + "ç¾İ 女", + "æŁ ¯", + "å¹´ 以æĿ¥", + "æ´» è·ĥ", + "åĢŁ åĬ©", + "åħ± 建", + "è¯ī 讼", + "æĶ¾ æĿ¾", + "çªĹ åı£", + "ä¼ģ æ¥Ń", + "åĬł æĭ¿", + "åĬłæĭ¿ 大", + "ä¹° äºĨ", + "主 æµģ", + "æĩĤ å¾Ĺ", + "å°Ĩ åħ¶", + "éĢı æĺİ", + "å·¥ä½ľ ä¸Ń", + "èĤ¡ ä»·", + "æ¡£ æ¡Ī", + "没æľī ä»»ä½ķ", + "åijĬ çŁ¥", + "å¹´ åĪĿ", + "æĹ¥ ä¸ĭåįĪ", + "åİĤ åķĨ", + "èĬĤ å¥ı", + "主 导", + "è£ Ŀ", + "åħ³éĶ® è¯į", + "èģĬ 天", + "åĨĻ ä½ľ", + "æĶ¹éĿ© å¼ĢæĶ¾", + "æľī æľĽ", + "éĢļ æĬ¥", + "èIJ Į", + "æĢ» é¢Ŀ", + "çŁŃ æľŁ", + "ä¸Ģ çķª", + "çĶŁæ´» çļĦ", + "åĮĸ çļĦ", + "æĺ¥ å¤©", + "è¿Ļ åľº", + "æĸ°å¼Ģ ä¼łå¥ĩ", + "æĺ¯ è¦ģ", + "å°ļ æľª", + "åıĺ æĽ´", + "ä¸Ģ åij¨", + "客 è§Ĥ", + "æĹ¥ èĩ³", + "é¹ °", + "çİ ²", + "å°Ĩ æĿ¥", + "客 人", + "åıĺ éĿ©", + "说 äºĨ", + "åİŁ çIJĨ", + "èģĮ åĬ¡", + "åıĪ æľī", + "ä¸Ģ åı¥è¯Ŀ", + "æĦŁ åıĹåĪ°", + "ç¬Ķ èĢħ", + "移 æ°ij", + "西 åįĹ", + "ä¹ĥ èĩ³", + "æŃ£ è§Ħ", + "åĪĿ ä¸Ń", + "çĬ ¬", + "å½ĵ äºĭ", + "å½ĵäºĭ 人", + "æĪij们 è¦ģ", + "åħ¥ åı£", + "éĤ£ æŶ", + "æľīéĻIJ 责任", + "å°ij 女", + "è¿Ļä¹Ī å¤ļ", + "åĪĨ åħ¬åı¸", + "å®ĩ å®Ļ", + "çļĦ éĢīæĭ©", + "å§IJ å§IJ", + "åıij èµ·", + "è» į", + "æĽ´å¥½ åľ°", + "éĻĨ ç»Ń", + "æľ¬ æľįåĭĻ", + "å« ©", + "赶 ç´§", + "èĦĤ èĤª", + "第äºĮ 天", + "æĪij ä¼ļ", + "两 ä½į", + "æķ ²", + "åħ¬å®ī æľºåħ³", + "ç§ijæĬĢ åĪĽæĸ°", + "å°º 寸", + "è¾IJ å°Ħ", + "å®Ĺ æķĻ", + "转 æį¢", + "åĩº çİ°åľ¨", + "ä¸Ģ é¢Ĺ", + "æľŁ éĻIJ", + "åIJĮåѦ 们", + "åĮĹ æĸ¹", + "ä½ł å°±", + "ä¸Ģ带 ä¸Ģè·¯", + "èĢģ å©Ĩ", + "游æĪı çݩ家", + "çļĦ ç»ĵæŀľ", + "è¡¥ åģ¿", + "å¤ĸ è´¸", + "对 å¾ħ", + "ç»´ çĶŁç´ł", + "ç»ıéĶĢ åķĨ", + "è¿ĺ å°Ĩ", + "åŃIJ 女", + "æĽ´ é«ĺ", + "ä¸į 大", + "éī´ å®ļ", + "让 ä»ĸ们", + "æīĢè°ĵ çļĦ", + "æŃ» äºĨ", + "帮 æī¶", + "åĵ² åѦ", + "以ä¸Ĭ çļĦ", + "çļĦ åħ³éĶ®", + "æĹ© å°±", + "æĬ¥ ä»·", + "éģµ å®Ī", + "æī© å¼ł", + "æĺ¯ å¾Ī", + "å¼Ģ éĢļ", + "æĸ° åĬł", + "æĸ°åĬł åĿ¡", + "ç¿» è¯ij", + "询 éĹ®", + "é¸ Ń", + "ä½ĵ åĨħ", + "两 个人", + "çĪ ¹", + "éľ ľ", + "乡æĿij æĮ¯åħ´", + "çĿ¡ è§ī", + "å®ĺ åijĺ", + "åĪĽ å§ĭ", + "åĪĽå§ĭ 人", + "ä¼Ĺ 人", + "åį³ 便", + "çĸ« èĭĹ", + "ä¼ģä¸ļ 家", + "æ¸ £", + "ç²¾ åĬĽ", + "å¤ĸ éĥ¨", + "èģª æĺİ", + "è¿Ļ ä¹Ł", + "å½ķ åıĸ", + "åĨ² çªģ", + "åħ¨ 身", + "åŃ£ èĬĤ", + "忽 çĦ¶", + "çļĦ æĢģ度", + "åĤ¨ å¤ĩ", + "ä¿Ŀ åħ»", + "çļĦ æĥ³æ³ķ", + "ä¸Ĭæµ· å¸Ĥ", + "æIJº æīĭ", + "çļĦ ä¿¡æģ¯", + "åķĨ åľº", + "çļĦ æĢĿæĥ³", + "æĿĥ åĬĽ", + "毫 æĹł", + "æĢĢ åŃķ", + "硬 件", + "åĨħ èĴĻåı¤", + "æİ¢ 讨", + "åħ» çĶŁ", + "çļĦ 表çİ°", + "空 ä¸Ń", + "æģIJ æĢĸ", + "å¾Ī é«ĺ", + "ç»ıæµİ 社ä¼ļ", + "ä¸Ĭ æĿ¥", + "延 ç»Ń", + "éĩį å¤į", + "éĺ² èĮĥ", + "çļĦ å½¢å¼ı", + "æľĪ åºķ", + "èĢģ 年人", + "绿 åĮĸ", + "å±± åĮº", + "æĭ¿ åĩº", + "æĹħ 客", + "æĽ´ æį¢", + "åħ¬ 主", + "èĬĤ 约", + "åħ¨ åİ¿", + "åĽŀ æĬ¥", + "çIJĨ æĢ§", + "çĸ¯ çĭĤ", + "æ¶ī å«Į", + "åī§ æĥħ", + "åĨ¬ åŃ£", + "åIJİ ç»Ń", + "è¿Ļæĺ¯ ä¸Ģ个", + "æ¼Ķ 讲", + "ä¸Ģ å±Ĥ", + "æľīåħ³ éĥ¨éŨ", + "æĹł å¥Ī", + "ç§į ç±»", + "缸åħ³ çļĦ", + "æĪĸèĢħ æĺ¯", + "æī¶ æĮģ", + "å¤ļ æķ°", + "çļĦ ä½ľåĵģ", + "ä¸ĭ ä¸ĢæŃ¥", + "å¸Ī åĤħ", + "é«ĺéĢŁ åħ¬è·¯", + "好 åıĭ", + "ä¼ĺç§Ģ çļĦ", + "è¿Ľ äºĨ", + "æģIJ æĢķ", + "äºĨ åIJ§", + "大 è§Ħ模", + "çļĦ ä¸ĸçķĮ", + "æĢĢ çĸij", + "å· ·", + "åħ´ å¥ĭ", + "æĪ °", + "æĿij éĩĮ", + "æľĭåıĭ åľĪ", + "åĨ¬ 天", + "ä¸Ńåįİ äººæ°ij", + "åįı åķĨ", + "è¯Ħ éĢī", + "æĹ Ń", + "å¢ŀåĬł äºĨ", + "åıĹ ä¼¤", + "ä¸Ģ èĤ¡", + "便 æį·", + "ä¸ ij", + "é¹ ¤", + "å¤ĸ è§Ĥ", + "å·¥ç¨ĭ å¸Ī", + "åĴĮ åħ¶ä»ĸ", + "è¿Ļ å°±", + "ä¸Ńå°ı ä¼ģä¸ļ", + "西 åĮĹ", + "åĽ½æľī ä¼ģä¸ļ", + "èĭ¥ æĺ¯", + "åı¯ æĥľ", + "çĶŁ æĹ¥", + "åĩ ½", + "ä¹° åįĸ", + "ç¥Ŀ ç¦ı", + "人æ°ij 群ä¼Ĺ", + "åħī æĺİ", + "åħ¬ å¯ĵ", + "æĺ¯ è°ģ", + "æĪij çŁ¥éģĵ", + "è¯Ń æĸĩ", + "æķı æĦŁ", + "ä¸įéĶĻ çļĦ", + "æĿ¥ 讲", + "æ³¢ åĬ¨", + "çļĦ 第ä¸Ģ", + "åľ° éľĩ", + "åľ¨ åħ¨åĽ½", + "骨 å¹²", + "å®ī ç½®", + "家 çĶµ", + "ä¸İ æѤ", + "ä¸İæѤ åIJĮæŶ", + "åıĹ çģ¾", + "çĥŃ çº¿", + "çļĦ æĬĢæľ¯", + "æµĭ éĩı", + "ä¾Ŀ èµĸ", + "ä¸ŃåĽ½ çļĦ", + "çī¹ æĢ§", + "è¾ĥ é«ĺ", + "è¸ ©", + "ä¼ļ åľ¨", + "建 éĢł", + "导 èĪª", + "æĥ³ èµ·", + "åħ¨ ä¸ĸçķĮ", + "建 æĿIJ", + "ç¯ Ģ", + "çļĦ åŁºç¡Ģ", + "èĩªåĬ¨ åĮĸ", + "åīį åIJİ", + "çĿ¡ çľł", + "æݨ è¡Į", + "æį® äºĨ解", + "ä»Ģä¹Ī æŶåĢĻ", + "ä¸į åĸľæ¬¢", + "çħ¤ çĤŃ", + "éĤ£ä¹Ī å¤ļ", + "å¸Ĥåľº åĮĸ", + "ä¸į管 æĺ¯", + "ç«ĭ åľº", + "éĥ½ 没", + "课 é¢ĺ", + "æĪij们 å°Ĩ", + "è¿ĩ çļĦ", + "åĨį åĬłä¸Ĭ", + "çĪ ¾", + "身 æĿIJ", + "çĶ· 女", + "è¿ľ è¿ľ", + "çĶ· çĶŁ", + "èĩªèº« çļĦ", + "è´Ł æĭħ", + "çĻ¾ ä¸ĩ", + "西 çıŃ", + "西çıŃ çīĻ", + "åĩĢ åĪ©æ¶¦", + "æ¾³ 大", + "澳大 åĪ©äºļ", + "ä¸į åİ»", + "æī¿ åıĹ", + "楼 çĽĺ", + "å¢ĥ åĨħ", + "æ·· åĩĿ", + "æ··åĩĿ åľŁ", + "æĢĿæĥ³ æĶ¿æ²»", + "å¸Ĥ åĮº", + "æĭĽ æłĩ", + "åĽ¢ ä½ĵ", + "è¿Ľ 度", + "åĨĽ éĺŁ", + "åıį å¼¹", + "äºĨä¸Ģ äºĽ", + "æİ¥ å¾ħ", + "çļĦ åŃ¦ä¹ł", + "éħį éĢģ", + "é£Łåĵģ å®īåħ¨", + "æĽ¿ 代", + "æĺ¯ ä»¥", + "éĢļ çĶ¨", + "çłĶ究 æīĢ", + "ç¦ ħ", + "æī Ķ", + "éļĶ 离", + "ä¸ĩ å¹³æĸ¹ç±³", + "çļĦ è§Ħå®ļ", + "ç»Ļ æĪij们", + "æ¿Ģ åħī", + "ä¼ļ åĩºçİ°", + "çŁŃ ä¿¡", + "ç©¿ çĿĢ", + "æ²Ī éĺ³", + "æķĻ æĿIJ", + "éĺ² çĸ«", + "ä¼ĺ èī¯", + "约 å®ļ", + "æĪij çľģ", + "åħ¬ æ°ij", + "éģ¸ æĵ", + "éģ¸æĵ ĩ", + "å·² æĪIJ为", + "ä¸į å¿ħ", + "ç¥ĸ åĽ½", + "并 æľª", + "åľŁ 壤", + "å¾® ç¬ij", + "äºĭä¸ļ åįķä½į", + "çļĦ 游æĪı", + "åħ¬ 示", + "åIJĪçIJĨ çļĦ", + "çª Ŀ", + "æ°Ķ 象", + "家 ä¸Ń", + "亮 缸", + "åį« æĺŁ", + "è®° è½½", + "è§Ĩ éĩİ", + "åľ°åĮº çļĦ", + "ä½Ĩ ä»ĸ", + "èĤĮ èĤī", + "äºı æįŁ", + "åĬŀ åѦ", + "ä¸Ģ è¡Į", + "è¯ŀ çĶŁ", + "åıijå¸ĥ çļĦ", + "çļĦ æľįåĬ¡", + "çļĦ çłĶ究", + "åij¨ æľ«", + "产ä¸ļ åĽŃ", + "é«ĺ 温", + "æĪIJåĬŁ çļĦ", + "æŃ¥ 骤", + "åŃĺ åĤ¨", + "åŃIJ åħ¬åı¸", + "让 她", + "ä¸Ń æľī", + "åĺī 宾", + "å¦ ®", + "æĺİ å¹´", + "äºĨ åIJĹ", + "äºī è®®", + "æĪ Ī", + "ä¸Ģ æľ¬", + "ç¾İ丽 çļĦ", + "ä½ł 说", + "大 人", + "æĶ» çķ¥", + "ä¸į æľĥ", + "å¾ħ éģĩ", + "ä¸Ģ è¾Ĩ", + "çīĪæĿĥ æīĢæľī", + "æ°ij ä¼Ĺ", + "åĬŁ 夫", + "å±ķ ä¼ļ", + "大 èĦij", + "æ¯ı æľĪ", + "å°ı 麦", + "æµĻæ±Ł çľģ", + "çļĦ æīĢæľī", + "ä¸ĭ æ»ij", + "èĵĿ èī²", + "è¦ģ æĥ³", + "åѦçĶŁ çļĦ", + "å½ĵ ä½ł", + "ä½ľ æĪĺ", + "家 乡", + "å¤ļ åIJį", + "é«ĺ äºİ", + "åĿļ 强", + "è¿ŀ éĶģ", + "åIJİ æŀľ", + "人 äºĭ", + "ç´ ħ", + "æ¿Ģ åĬ¨", + "è¿Ľ æĶ»", + "ç© Ĩ", + "ä¸ ĺ", + "让 èĩªå·±", + "以 æѤ", + "夫 人", + "å¼Ģ 设", + "æ°Ķ è´¨", + "鸡 èĽĭ", + "çĦ¡ æ³ķ", + "åIJĥ äºĨ", + "åĪĨåĪ« 为", + "èģĶåIJĪ åĽ½", + "å½ĵ 代", + "å¦Ĥæŀľ æĺ¯", + "è¿ľ ç¨ĭ", + "åĸ Ĥ", + "è®° ä½ı", + "æ¸ħ åįķ", + "åIJĪä½ľ ä¼Ļä¼´", + "åİ» åģļ", + "æķħ éļľ", + "模 æĭŁ", + "å¸Ī çĶŁ", + "åīį æĿ¥", + "çĶµè§Ĩ åī§", + "çĥŃ çĪ±", + "éľ² åĩº", + "é«ĺ å±Ĥ", + "çĶµ åĻ¨", + "纪 å¾ĭ", + "å¼Ģåıij åķĨ", + "éķ¿ å®ī", + "è½½ ä½ĵ", + "çļĦ å°±æĺ¯", + "被 人", + "åıĹ çIJĨ", + "篮 çIJĥ", + "èİ İ", + "交 ç»Ļ", + "æľªæĿ¥ çļĦ", + "两 大", + "åIJķ å¸ĥ", + "çŃī 人", + "çļĦ æĹ¥åŃIJ", + "åIJĪä½ľ 社", + "æĮij éĢī", + "åŃĺ 款", + "ç³»ç»Ł çļĦ", + "æĬĬ å®ĥ", + "没æľī ä»Ģä¹Ī", + "ä»İ æѤ", + "ä¸Ń åįĪ", + "çĸ¼ çĹĽ", + "å·© åĽº", + "浪 漫", + "缸åħ³ éĥ¨éŨ", + "éķ¿ åŁİ", + "纤 ç»´", + "ä¸Ĭ éŨ", + "çĪĨ çĤ¸", + "èµ· çĤ¹", + "çļĦ éĢļçŁ¥", + "èĢĮ æĿ¥", + "çļĦ èĢģ", + "æīĭ éĩĮ", + "è¯Ń éŁ³", + "è¾Ľ èĭ¦", + "æ±Łèĭı çľģ", + "çĶ¨ äºĨ", + "身份 è¯ģ", + "æľī åĬ©", + "æľīåĬ© äºİ", + "çī© èģĶç½ij", + "åĩº éŨ", + "å¼Ł åŃIJ", + "æĥ ¹", + "è¿Ļ件 äºĭ", + "æĪij们 åı¯ä»¥", + "çļĦ çĶŁåij½", + "æľīä¸Ģ ç§į", + "åºĹ éĵº", + "åıĮ æīĭ", + "çļĦ æ¶Īæģ¯", + "èĢIJ å¿ĥ", + "å°´ å°¬", + "éĤ£ 天", + "é¦ĸ æī¹", + "æĺ¯ä¸Ģ 家", + "人 æ°Ķ", + "åıį æŃ£", + "æĪij åĴĮ", + "å®ł çī©", + "ä¸į 对", + "寻 æ±Ĥ", + "缸 ä¼¼", + "åľ¨ ç¾İåĽ½", + "åı« åģļ", + "åĹ İ", + "ç«ĭ 足", + "çĶ¨ éĢĶ", + "åħ Ĩ", + "大 æ°Ķ", + "åIJij ä¸Ĭ", + "ä»ĸ å°±", + "é¡¹çĽ® 建设", + "èĭ¥ å¹²", + "æĺ¯ æľī", + "æ¿Ģ æĥħ", + "çļĦ æĦıä¹ī", + "æĺ Ń", + "严éĩį çļĦ", + "å¯Ĩ éĽĨ", + "èĪŀ è¹Ī", + "èį£ èİ·", + "èİ· æĤī", + "æ±Ł åįĹ", + "åģĩ å¦Ĥ", + "æĪ· å¤ĸ", + "线 ç´¢", + "ç§ģ 人", + "转åŀĭ åįĩ级", + "çļĦ ä»·åĢ¼", + "åįķ çĭ¬", + "èĢģ çĻ¾å§ĵ", + "å°į æĸ¼", + "åĽ½éĻħ åĮĸ", + "ä¼° åĢ¼", + "æľįåĬ¡ ä¸ļ", + "èĩ Ń", + "æİī äºĨ", + "解åĨ³ äºĨ", + "ä¹Ł ä¸įèĥ½", + "åħ ¹", + "æĸ¯ çī¹", + "æķħ æĦı", + "è¿ĩ 度", + "èĬĤ æĹ¥", + "çĻ½ çĻľ", + "çĻ½çĻľ é£İ", + "继 æī¿", + "äºĨ ä¸įå°ij", + "äºĮ 人", + "è§ģ éĿ¢", + "æĥ³ æĥ³", + "å¤į åIJĪ", + "康 å¤į", + "åİ¿ åŁİ", + "åľ¨ åĽ½åĨħ", + "åľº åľ°", + "éĻ¶ çĵ·", + "è¿Ļ 项", + "çľ¼ ä¸Ń", + "çł ¸", + "æĦŁè§ī åĪ°", + "æŀľ çĦ¶", + "æĶ¾ åħ¥", + "约 æĿŁ", + "æİĴ æŁ¥", + "车 主", + "çļĦ æĦıæĢĿ", + "æĸ° åŁİ", + "æĥ³ çĿĢ", + "éģ Ĥ", + "èĮ¶ åı¶", + "ä¹° æĪ¿", + "åĨľ æĪ·", + "é«ĺ æīĭ", + "çİī ç±³", + "æĸ°åĨł èĤºçĤİ", + "çħ§ æĺİ", + "æĮĩ åįĹ", + "è¸ ¢", + "æķij æı´", + "æĻ¯ çĤ¹", + "ç¨İ æĶ¶", + "çļĦ æīĭ", + "æŃ£ 好", + "è¦ģ æĬĬ", + "éļı æĦı", + "åħ¶å®ŀ æĺ¯", + "ç»Ļ èĩªå·±", + "è°Ī åĪ¤", + "æ¯ı天 éĥ½", + "æĢģ åĬ¿", + "é¢Ħ 约", + "åİĨåı² ä¸Ĭ", + "å®Ŀ è´Ŀ", + "åīį è¿Ľ", + "ä¹Łå°±æĺ¯ è¯´", + "çļĦ æĦıè§ģ", + "åı£ 罩", + "åİĺ ç±³", + "èĬ± è´¹", + "ä½ĵèĤ² æĬķ注", + "åħ¬ä¼Ĺ åı·", + "èijĹåIJį çļĦ", + "å¼Ģ æĪ·", + "æĭį åįĸ", + "å²ģ æľĪ", + "åĨħ 涵", + "å®Įæķ´ çļĦ", + "é«ĺ åİĭ", + "åħ¬åĬ¡ åijĺ", + "使çĶ¨ çļĦ", + "çĶŁäº§ 线", + "妹 妹", + "èµ° 访", + "æĺ¯ åı¯ä»¥", + "åľ¨ 家", + "æļ´ åĬĽ", + "æ³° åĽ½", + "è´¨ çĸij", + "ä¸į éģİ", + "天çĦ¶ æ°Ķ", + "缺 çĤ¹", + "å°ı åŀĭ", + "ä¸įä»ħ æĺ¯", + "é»ij æļĹ", + "æ¢ ¨", + "æĸĩ æĹħ", + "è¦ģ æľī", + "ä¸Ń å±±", + "çļĦ æķ°æį®", + "å¾Ĺ å¾Ī", + "以 便", + "对 ä»ĸ", + "åĬł 以", + "çĻ¼ çı¾", + "设 å®ļ", + "èĤļ åŃIJ", + "éĿ ĸ", + "å¥ī çĮ®", + "ä¸į åıĺ", + "åı£ ç¢ij", + "åľ¨ åĵªéĩĮ", + "ä½ IJ", + "è¿Ļ 两个", + "çļĦ æĸ¹åIJij", + "æŀ «", + "äºĮ 次", + "çīĩ åĮº", + "éł IJ", + "ç£ Ĭ", + "æĭ¿ çĿĢ", + "å·²ç»ı æĪIJ为", + "ä¹ĭ ä¸Ĭ", + "å®Ĺ æŨ", + "奶 奶", + "é«ĺæĸ° åĮº", + "社 æľĥ", + "è·Ł 踪", + "æľįåĬ¡ ä¸Ńå¿ĥ", + "æī ¯", + "æīĭ æĮĩ", + "礼 çī©", + "宿 èĪį", + "çĶ¨ å¿ĥ", + "æıIJé«ĺ äºĨ", + "亮 çĤ¹", + "ä¸į æĦ¿æĦı", + "æĴŃ æĶ¾", + "å¤ļå°ij éĴ±", + "没 ä»Ģä¹Ī", + "æķ° åįģ", + "æĢ» çĽij", + "çļĦ åŁİå¸Ĥ", + "æī¾ åĪ°äºĨ", + "åĨħ åľ°", + "åĪ° çİ°åľ¨", + "æĪĺæĸĹ åĬĽ", + "åİŁ å§ĭ", + "åĥ §", + "åĢĴ æĺ¯", + "æľĢ åħ·", + "è´«åĽ° æĪ·", + "éĢģ åĪ°", + "级 åĪ«", + "åĩº èµĦ", + "æĪª æŃ¢", + "ç§į åŃIJ", + "èĥ½ ä¸įèĥ½", + "幸 è¿IJ", + "èĸ ĩ", + "项 éĵ¾", + "æĮĤ çīĮ", + "ä¸Ģ 樣", + "ä¹ĺ 客", + "èIJ½ åIJİ", + "ä½Ĩ æĪij", + "æĹ© åľ¨", + "åĬ¨ 漫", + "å¹³ çŃī", + "对 ä½ł", + "ä¸į æĢķ", + "å¤ĸ çķĮ", + "å¤ļå¹´ æĿ¥", + "é¦ĸ 个", + "æ²³ åįĹçľģ", + "æĪĸ åħ¶ä»ĸ", + "éķľ 头", + "åįĹ æĺĮ", + "ä¸Ģ éĿ¢", + "éĢłæĪIJ çļĦ", + "å´ Ķ", + "çŃ Ĵ", + "æķĻèĤ² éĥ¨", + "åľ° åŁŁ", + "æĺĨ æĺİ", + "å·´ é»İ", + "æīĭ 游", + "ä¸Ģ æŶ", + "çł į", + "顶 级", + "åħ± 计", + "åİŁ æ²¹", + "è¾ī çħĮ", + "说 æĺ¯", + "æĸ°åįİ ç¤¾", + "ç»ıåİĨ äºĨ", + "ä¸į æŃ¢", + "è¦ģ ä¹Ī", + "èĢħ çļĦ", + "æĢ» æĬķèµĦ", + "è¡Į 驶", + "ä¸Ĭ å¸Ŀ", + "å¹´ 纪", + "çIJ ¼", + "ä¼ł 说", + "ç²¾ èĭ±", + "æĸ¹ éĴĪ", + "æ±Ł æ¹ĸ", + "æĪIJ çĤº", + "æĢ» éĩı", + "æĬķ æĶ¾", + "åĬ¨ çĶ»", + "èĹ ¤", + "çĶµ æºIJ", + "éĴ Ļ", + "åIJĮ è¡Į", + "æĻ®éĢļ çļĦ", + "åĽ¾ä¹¦ é¦Ĩ", + "è¯Ī éªĹ", + "æħĪ åĸĦ", + "è¿Ļ 份", + "主æĮģ 人", + "å°± è¿Ļæł·", + "èĢĮ æĪIJ", + "èĩªè¡Į 车", + "ä¸ŃåĽ½ çī¹èī²", + "èĤ¿ çĺ¤", + "åIJ ¾", + "å¼Ł å¼Ł", + "åıĹ çĽĬ", + "éĢīæĭ© äºĨ", + "æĺİæĺ¾ çļĦ", + "æĬ¥ èĢĥ", + "ç¬ij éģĵ", + "éĽĸ çĦ¶", + "温 å·ŀ", + "éĿŀ æ´²", + "ç§į ç§į", + "åıĤåĬł äºĨ", + "è´§ è¿IJ", + "éļı 便", + "å°± 没æľī", + "ç¸ £", + "央 è§Ĩ", + "ç©¿ è¶Ĭ", + "çļĦ çݰ象", + "åĩł 次", + "çļĦ é£İéĻ©", + "æŃĮ æĽ²", + "æľ¬ å±Ĭ", + "å¹´ åĨħ", + "ä¸į è¶ħè¿ĩ", + "è¿ĩ å¤ļ", + "å¿ħé¡» è¦ģ", + "ç»ĵ 论", + "åĢŁ éī´", + "ç¥ŀ å¥ĩ", + "æľŁ æľĽ", + "ä¸ĵ 享", + "éĿŀ常 éĩįè¦ģ", + "æĦıè¯Ĩ åĪ°", + "åIJĪ 并", + "æĬĬ èĩªå·±", + "å¥Ĺ è£ħ", + "éŃĶ æ³ķ", + "å¤ı åŃ£", + "ä¸į åĥı", + "å¢ĥ çķĮ", + "æĥĬ åĸľ", + "æľīä¸Ģ 天", + "çĦ¦ çĤ¹", + "æĪij 认为", + "åħ° å·ŀ", + "çĶµ æ°Ķ", + "èģĶç³» æĪij们", + "ç§ij æĻ®", + "她 说", + "çļĦ æĸĩç«ł", + "å¥ĩ æĢª", + "åıĭ 好", + "饮 æĸĻ", + "çļĦ æĶ¯æĮģ", + "çŃĶ åºĶ", + "éĩį éĩı", + "çij ¶", + "åĩı è½»", + "ç§ijåѦ 家", + "å·´ 西", + "éĩijèŀį æľºæŀĦ", + "åħļ å§Ķ书记", + "貸 款", + "ç²¾ èĩ´", + "ä»İ æľª", + "åį° åĪ·", + "åĽŀ 顾", + "é¦ĸ éĥ½", + "åıij èĤ²", + "éĹ® éģĵ", + "è¾¾ åĪ°äºĨ", + "å¿į ä¸įä½ı", + "æīį æľī", + "æįIJ èµł", + "ä½Ľ æķĻ", + "ä¸į æ¸ħ", + "éĺŁ éķ¿", + "缸 åıį", + "æĬ¥ èѦ", + "大 åħ¨", + "欧 缣", + "帮 å¿Ļ", + "çļĦ æĻĤåĢĻ", + "缮 å½ķ", + "足 以", + "èī° éļ¾", + "ä»ĸ ä¹Ł", + "å·¥ ä½ľèĢħ", + "头 èĦij", + "缺 éĻ·", + "æĪIJç«ĭ äºĨ", + "å°± å¼Ģå§ĭ", + "认 åIJĮ", + "é»Ħ èī²", + "çĹħ æĥħ", + "覺 å¾Ĺ", + "è¿Ļ 两", + "ä¿¡ ä»°", + "åľĭ 家", + "ä¸įä»ħä»ħ æĺ¯", + "çĭ¬ 家", + "èĪ¬ çļĦ", + "æĿIJ è´¨", + "æµ· ä¸Ĭ", + "çĤº äºĨ", + "æľºåĬ¨ 车", + "缸å½ĵ äºİ", + "å¤ļåħĥ åĮĸ", + "æĽ´ 大çļĦ", + "èĽ ®", + "åģĩ æľŁ", + "å¼ı çļĦ", + "交éĢļ è¿IJè¾ĵ", + "çľģ å§Ķ", + "ä¸į ç®Ĺ", + "æĶ¾ ä¸ĭ", + "éĹ ¯", + "人 åľ¨", + "港 åı£", + "æŨ åľ¨", + "åij½ 令", + "æŁIJ 个", + "å¹³ 稳", + "åıª 好", + "人 人", + "äº ŀ", + "äºĮ ç»´", + "äºĮç»´ çłģ", + "æŀģ 为", + "åĪ« å¢ħ", + "åħ¶ ä½Ļ", + "大 äºĭ", + "主管 éĥ¨éŨ", + "æĹł éĶ¡", + "éĹ µ", + "éģŃ åĪ°", + "说 è¿ĩ", + "为 ä½ł", + "解 çŃĶ", + "éªĮ æĶ¶", + "çļĦ ç»ıéªĮ", + "åĮ¹ éħį", + "çģ« ç®Ń", + "豪 åįİ", + "æŁIJ æŁIJ", + "çļĦ æĹ¶ä»£", + "书 éĿ¢", + "æģĴ 大", + "延 éķ¿", + "ä¸Ģ åIJĮ", + "æľª èĥ½", + "交 æį¢", + "çĶ¢ åĵģ", + "çŃī åĪ°", + "åĪĨ 离", + "æīĵ çĶµè¯Ŀ", + "å¹² çĩ¥", + "è¾ĥ å¤ļ", + "å¤ļå¹´ çļĦ", + "èĥĮæĻ¯ ä¸ĭ", + "为 ä¾ĭ", + "æijĺ è¦ģ", + "å´Ľ èµ·", + "æѤ åĪ»", + "æľī æľºä¼ļ", + "æĿ¡ 款", + "é¢Ĩ导 å°ıç»Ħ", + "çļĦ 身ä½ĵ", + "åįķ ä¸Ģ", + "央 è¡Į", + "ä¸įæĸŃ æıIJé«ĺ", + "ä»·åĢ¼ è§Ĥ", + "èĬ ½", + "èIJ į", + "æ³ķå¾ĭ æ³ķè§Ħ", + "ä¸į éĶĪ", + "ä¸įéĶĪ éĴ¢", + "åĩº äºİ", + "èĻļ æĭŁ", + "æį® æĤī", + "çĥ¦ æģ¼", + "åħ¨ æĸ°çļĦ", + "æī« æıı", + "çĻ» éĻĨ", + "èīºæľ¯ 家", + "çļĦ é£Łçī©", + "çļĦ åŃĺåľ¨", + "客 åİħ", + "æĪij们 å°±", + "æŁ¥çľĭ æĽ´å¤ļ", + "è¯Ħ 审", + "å¸Ĥ åł´", + "è¬ Ľ", + "å·¨ 头", + "ä¸ŃåĽ½ ç»ıæµİ", + "äºĨ èĩªå·±çļĦ", + "åĨ³ è®®", + "çĽijçĿ£ 管çIJĨ", + "æĬķ 票", + "åĨį 度", + "è¡Į çĤº", + "注 åħ¥", + "ä½ľä¸º ä¸Ģ个", + "æ¯ı个人 éĥ½", + "åįķ åħĥ", + "è¦ģ çŁ¥éģĵ", + "被 称为", + "ä¹ĭ éĻħ", + "解 éĻ¤", + "ä¸ ¸", + "æº «", + "ä¸ī æĺŁ", + "é²ľ æĺİ", + "ä¹Ł éĥ½", + "æŶ æľº", + "åĩº æīĭ", + "æĥħ å½¢", + "åķĨ è´¸", + "éĢī 举", + "对 èĩªå·±", + "çĶŁ åĬ¨", + "åħĭ æľį", + "个 ä½ĵ", + "èĭ ij", + "ç¨ ±", + "大 åݦ", + "æĺ¯ å¯¹", + "åĪ© æģ¯", + "è¿IJåĬ¨ åijĺ", + "åĮĸ 解", + "åīį 沿", + "æĦŁ æģ©", + "æĢ» ä¹ĭ", + "é«ĺæĸ° æĬĢæľ¯", + "åĿĩ 为", + "åħ¨ åĮº", + "æ°Ķ æ°Ľ", + "åı¯ä»¥è¯´ æĺ¯", + "ä½ı 宿", + "åħļåijĺ å¹²éĥ¨", + "åĹ ¯", + "è·µ è¡Į", + "çļĦ ä¸ĵä¸ļ", + "èĢĥ éªĮ", + "èķ ¾", + "åħ¬ åŃIJ", + "çļĦ çĬ¶æĢģ", + "æ½® æµģ", + "ä¿¡ æīĺ", + "è´ ¼", + "åIJĦ æĸ¹", + "æķij åĬ©", + "éĿŀ常 çļĦ", + "æ¡¥ æ¢ģ", + "åħ¬ æĸ¤", + "ä¼¼ çļĦ", + "çľĭ 好", + "å±Ģ éĥ¨", + "å®ī éĿĻ", + "éħį 件", + "常 è§Ħ", + "å¼Ģ 车", + "第äºĮ 次", + "ä¸Ĭ 级", + "åıĤ èµĽ", + "家 å±ŀ", + "强 åĬ¿", + "åľ¨ ä»ĸ", + "åIJij åīį", + "ä¹ĭ åľ°", + "éĥ ¡", + "è¡Į ç¨ĭ", + "èѦ åijĬ", + "è§Ħå®ļ çļĦ", + "åķĨ åŁİ", + "äºĶ 大", + "æķĻ 室", + "åįģ 足", + "æīĢ以 åľ¨", + "å°Ĩ 继ç»Ń", + "çŃī æĸ¹å¼ı", + "家 ä¼ģä¸ļ", + "交 ä»ĺ", + "çĤ¹ è¯Ħ", + "ç»ĵ ç®Ĺ", + "ä¹Ł åı¯", + "å¤ĸ æ±ĩ", + "è¿Ļç§į æĥħåĨµ", + "æİĪ äºĪ", + "å¸ĥ ç½®", + "æĪIJç«ĭ äºİ", + "é¢Ħ èѦ", + "管çIJĨ 人åijĺ", + "å©ļ 礼", + "ç»ĵæĿŁ åIJİ", + "åħ¥ éĢī", + "æĹł æ¯Ķ", + "åĴĮ åıijå±ķ", + "çĻ½ éħĴ", + "çİ© åħ·", + "ä¸ĩ ç¾İåħĥ", + "çļĦ æĪIJ绩", + "æĭį çħ§", + "èĢĥèĻij åĪ°", + "ä¼ģä¸ļ åıijå±ķ", + "äºĨ 个", + "çĶŁ æ°Ķ", + "çļĦ 女人", + "äºĶ åįģ", + "çĪ· çĪ·", + "纽 约", + "éĥ½ 被", + "ä¸Ĭ 课", + "çĽ ¡", + "ä¼łç»Ł æĸĩåĮĸ", + "æ½ľ åľ¨", + "åıij å°Ħ", + "ä¸Ģ 身", + "éĺ² å®Ī", + "åĪ ®", + "é¢ĺ 缮", + "åľ¨ åĨħçļĦ", + "ç¾İ 好çļĦ", + "è¿ĻéĩĮ çļĦ", + "ä¸Ģ ä¸Ŀ", + "人 åĿĩ", + "åĢ¡ 导", + "身 åIJİ", + "æī© å±ķ", + "大 éŨ", + "å°± 被", + "该 é¡¹çĽ®", + "æŀ¶ æŀĦ", + "ä¸Ģ åı£", + "ä¿¡æģ¯ æĬĢæľ¯", + "å¼Ģ ä¸ļ", + "æĶ¶ åıĸ", + "ç½ij 页", + "æĶ¯ æı´", + "å°ģ éĹŃ", + "å¡ij éĢł", + "大 èĥĨ", + "å¿«éĢŁ åıijå±ķ", + "çľĭ ä¼¼", + "æ¸ Ŀ", + "è¿Ļæł· ä¸Ģ个", + "模 åĿĹ", + "注æĦı åĪ°", + "çł´ 解", + "èĩª ä»İ", + "åijµ åijµ", + "ä¹ĭ å¾Į", + "ä¹ĭ æĹħ", + "è·Ł æĪij", + "æ³ķ 人", + "æİĴè¡Į æ¦ľ", + "åĿļ å®Ī", + "好 å¤Ħ", + "çŁ³ 头", + "并 å°Ĩ", + "èĪ ±", + "æŃ ĩ", + "两 岸", + "å¤ļ ä¹ħ", + "象 å¾ģ", + "个æĢ§ åĮĸ", + "çļĦ è§Ĵ度", + "å¸ Ĩ", + "ç¦ı å·ŀ", + "æŁ¥ å¤Ħ", + "两 åĽ½", + "åIJ¸å¼ķ äºĨ", + "é¦ĸ å¸Ń", + "大 åĵ¥", + "é¤ Ĭ", + "涨 å¹ħ", + "éĢī çĶ¨", + "許 å¤ļ", + "èIJ½ æĪ·", + "åĵĪ å°Ķ", + "åĵĪå°Ķ 滨", + "åģļ ä»Ģä¹Ī", + "以 åħį", + "é¾ į", + "æĹł éľĢ", + "åĪ°åºķ æĺ¯", + "æĢ ¡", + "åijĬè¯ī ä½ł", + "éĺ² æ°´", + "è¿Ļ æŶåĢĻ", + "欢 ä¹IJ", + "转 åIJij", + "è¿Ļ个 åľ°åĽ¾", + "åħ¥ é©»", + "èįī åİŁ", + "æĹ¶ä»£ çļĦ", + "åıĺ åĬ¨", + "åĬłå¼º 对", + "åģ¶ å°Ķ", + "å®Ī æĬ¤", + "æ°Ķ 温", + "人 éĹ´", + "æľĿ é²ľ", + "ç»ı è´¹", + "åĽŃ æŀĹ", + "å·¥ åľ°", + "è§Ħ æł¼", + "åĩł åįģ", + "è¯ķ åĽ¾", + "å¦ ĥ", + "éĤ£ æŶåĢĻ", + "å¼ĺ æī¬", + "ä¸ļ çķĮ", + "çļĦ éĢŁåº¦", + "ä¼ļ ä¸įä¼ļ", + "èIJ¥ æĶ¶", + "å°ıå¾® ä¼ģä¸ļ", + "çľĭ è¿ĩ", + "æĬĬ ä»ĸ", + "éģµ 循", + "è¿Ļ è¾¹", + "没æľī 人", + "å£ ¶", + "æ¹ĸ åįĹçľģ", + "æŀģ åħ¶", + "çļĦ人 çĶŁ", + "ä»ĸ è¿ĺ", + "转åĮĸ 为", + "èµ° è¿ĩ", + "æĬ± çĿĢ", + "çīĽ 奶", + "ä¸ĩ 亩", + "å¿ĥ æĢģ", + "æĹ¥å¸¸ çĶŁæ´»", + "ä½ĵ æ£Ģ", + "æĻ ĥ", + "çŃī é¢ĨåŁŁ", + "æĩī 該", + "åı¯ä»¥ çľĭåĪ°", + "æī¾ ä¸įåĪ°", + "èĢģ å¹´", + "æĬĬ æĪij", + "积 åĪĨ", + "梳 çIJĨ", + "ç» ³", + "çļĦ æĶ¿æ²»", + "å¸Ŀ åĽ½", + "éĻª ä¼´", + "æ´Ľ éĺ³", + "åħ¬ æŃ£", + "å¼Ģ åı£", + "çī¹èī² çļĦ", + "åĽ° å¢ĥ", + "ä¸Ĭ æľī", + "ç«ĭ ä½ĵ", + "æīĵ å·¥", + "åķ¤ éħĴ", + "åľ¨ éĤ£éĩĮ", + "éĤ£ è¾¹", + "个 åĪ«", + "ä¸Ģå®ļ æĺ¯", + "çļĦéĩįè¦ģ æĢ§", + "主 å¼ł", + "åĴĮ æľįåĬ¡", + "ä¸Ĭ ç½ij", + "è¡¥ åĬ©", + "åıª éľĢ", + "å¼ ¦", + "éģ ®", + "åĬĽ äºī", + "度 è¿ĩ", + "èij ¬", + "é¡¿ æŶ", + "éĦ ī", + "纺 ç»ĩ", + "åľ° åĿĹ", + "ä¿¡çĶ¨ åį¡", + "ç½ļ 款", + "åijĬè¯ī æĪij", + "éĽ Ļ", + "书 çĶ»", + "è¨Ń è¨Ī", + "æĢ» ä¼ļ", + "åĪ¤ åĨ³", + "ä¿¡ èªī", + "个 èĤ¡", + "å¹³ 常", + "æĢİ éº¼", + "ä½ĵ çİ°åľ¨", + "é»Ħ æ²³", + "åĽĽå·Ŀ çľģ", + "羣 缸", + "åIJĦ项 å·¥ä½ľ", + "åĬ¨ åijĺ", + "å³° ä¼ļ", + "ä¸Ģ æľŁ", + "æľī ä¸Ģå®ļçļĦ", + "é«ĺ度 éĩįè§Ĩ", + "ç¹ģ èį£", + "åıijçİ° äºĨ", + "ç½ij 红", + "æīĭ æ³ķ", + "家 åĽŃ", + "仪 åĻ¨", + "è¾ĥ ä½İ", + "çļĦ å®īåħ¨", + "æ¡ IJ", + "ä»ĺ 款", + "æĬij åĪ¶", + "åįĵ è¶Ĭ", + "æŃ£ éĿ¢", + "åĵ ij", + "强 åĪ¶", + "ä»Ĭ天 çļĦ", + "æĪĺ èĥľ", + "楼 å¸Ĥ", + "æĭ¿ ä¸ĭ", + "é¢ľ åĢ¼", + "举 éĥ¨", + "çłĶ åĪ¶", + "çļĦ æĪĺçķ¥", + "åľ¨ ä¸Ģ个", + "ä¸ī 人", + "å®Į äºĨ", + "æĸ° æĬĢæľ¯", + "ç»ıæµİ æķĪçĽĬ", + "å¯Į æľī", + "æ¾³ æ´²", + "åĬ© çIJĨ", + "é¢Ĩ åıĸ", + "è° Ń", + "çĩĥ çĥ§", + "ç´ł åħ»", + "éĤĦ æľī", + "è¿Ľ èĢĮ", + "ä»Ģä¹Ī æĺ¯", + "çłĶ究 ä¸Ńå¿ĥ", + "éĢĤ çĶ¨äºİ", + "æİ¥ æĶ¶", + "失 æľĽ", + "äºĮ 级", + "éĹ´ çļĦ", + "åİŁ æłĩé¢ĺ", + "èªį çĤº", + "æį ¡", + "对 çĿĢ", + "对 éĿ¢", + "ä¸Ń åİŁ", + "éĵ ĥ", + "çĶŁäº§ çļĦ", + "åıijå¸ĥ ä¼ļ", + "士 åħµ", + "è¿Ļ åı¥è¯Ŀ", + "ç¼´ 纳", + "ä¸Ģ个 个", + "åѸ çĶŁ", + "çĸij éĹ®", + "交 èѦ", + "示èĮĥ åĮº", + "天 使", + "åľ¨ ä¸Ĭæµ·", + "åIJĮ æĻĤ", + "è½» æĺĵ", + "åĶ¯ä¸Ģ çļĦ", + "çĥŃ éĹ¹", + "ä¹IJ è§Ĥ", + "çļĦ 身份", + "åĸĦ äºİ", + "大 åİħ", + "èĤ¯å®ļ æĺ¯", + "éĺ² çģ«", + "å¤ĸ åĩº", + "æį® 说", + "é¡¹çĽ® çļĦ", + "ä¸Ģ åı°", + "èĻļ åģĩ", + "ä¸Ģ ç¬Ķ", + "ç«ĭ æ³ķ", + "严 èĤĥ", + "æī¿ åĬŀ", + "åįģ åĩł", + "çļĦ 空éĹ´", + "æľ¬ ç½ijç«Ļ", + "åģļ å¾Ĺ", + "ä¿Ŀ 温", + "æľĪ åĪĿ", + "åľ¨ ç½ijä¸Ĭ", + "åIJĦ æĸ¹éĿ¢", + "ä¸ī 天", + "交æĺĵ æīĢ", + "解 æŀIJ", + "åħļ ä¸Ń央", + "è¿Ľ åĩºåı£", + "åĴĮ 社ä¼ļ", + "次 æķ°", + "ä¹ĭ 家", + "ç»´ 度", + "æ´¾åĩº æīĢ", + "产çĶŁ äºĨ", + "带 æľī", + "å¾Ī 强", + "æľīäºĽ 人", + "å¹´ åIJİ", + "äºĨ 许å¤ļ", + "å¯Ĩ 度", + "åѦ æľŁ", + "çıł æµ·", + "æľĢå¤ļ çļĦ", + "è¾¹ ç¼ĺ", + "容 éĩı", + "第äºĮ 个", + "ä¸Ģ缴 æĺ¯", + "ä¸į ç¦ģ", + "æŃ ²", + "ä»ĭç»į äºĨ", + "ä¼ĺ éĽħ", + "æ¯Ķ è¼ĥ", + "èģĮ ä½į", + "温 æŁĶ", + "æľī éĴ±", + "æľĢ é«ĺçļĦ", + "åįļè§Ī ä¼ļ", + "ä¸į æĪIJ", + "éĶĻ äºĨ", + "è¯ģ çĽij", + "è¯ģçĽij ä¼ļ", + "æĪIJ 人", + "åĿĩ åĮĢ", + "æľī åĪ©", + "è¶Ĭ åįĹ", + "æīĵ äºĨ", + "好 åIJĥ", + "ç³» çµ±", + "è·Ł éļı", + "çļĦ åľ°ä½į", + "æŃ£ å¦Ĥ", + "ç¨į å¾®", + "åį° åıij", + "åĪĽ ç«ĭ", + "é£İ åħī", + "å°Ĩ æĪIJ为", + "ä¸į é«ĺ", + "é¢ij ç¹ģ", + "设 æľī", + "ä¼ ŀ", + "æĭĨ éĻ¤", + "å½± åĥı", + "æ¸Ĺ éĢı", + "å¹´ å¼Ģå§ĭ", + "ç½ij æĺĵ", + "è¦ģ åģļ", + "çĶµåĬ¨ 车", + "羣 å¿ĥ", + "æµ· åĨĽ", + "ä¼ł æĿ¥", + "å·® åĪ«", + "è°¨ æħİ", + "çĥŁ åı°", + "åįĥ å¹´", + "è¯ģ å®ŀ", + "çIJ ª", + "çļĦ åħ·ä½ĵ", + "åĪ° å¤Ħ", + "ä¸į å®ľ", + "èľ Ģ", + "èĥ½åĬĽ åĴĮ", + "çīº çī²", + "çļĦ éĴ±", + "大 éĺŁ", + "é¦ĸ è¦ģ", + "ä¸į æĦ¿", + "çİ« çij°", + "人æ°ij ç½ij", + "è¿ĺæĺ¯ è¦ģ", + "åĽĽ å¹´", + "æįŁ 伤", + "çļĦ åģļæ³ķ", + "éĿ Ī", + "è¡Ķ æİ¥", + "åIJĪ æĪIJ", + "没 人", + "éŨ æ§Ľ", + "ä¿¡ è´·", + "çļĦ 缸åħ³", + "举 é£İ", + "社 ä¿Ŀ", + "ä¸ĭ 游", + "åĿĹ éĴ±", + "è¿ĩ åIJİ", + "çļĦ åºĶçĶ¨", + "é¥ ¶", + "é¢ģ åıij", + "ä¸Ģ å¤Ħ", + "åįİ å¤ı", + "为 ä¼ģä¸ļ", + "åıª ä¼ļ", + "ä¾µ 害", + "çļĦ åĬŁèĥ½", + "åѸ ç¿Ĵ", + "ä¸Ńåįİ æ°ijæĹı", + "åıijå¸ĥ äºĨ", + "è¿İ æİ¥", + "æĪij èĩªå·±", + "è¿ĺ éľĢè¦ģ", + "太éĺ³ èĥ½", + "åİ» ä¸ĸ", + "æĺ¯ ä½ł", + "åIJĪ åĬĽ", + "ç»ĺ çĶ»", + "åı° åĮĹ", + "çĿ£ ä¿ĥ", + "åĮĹ éĥ¨", + "æľī å¤ļå°ij", + "å¾Ī éĩįè¦ģ", + "åĪĴ åĪĨ", + "åı· 线", + "æĶ¾ 大", + "ä¼ļ 被", + "èİ· å¥ĸ", + "ä¹ĭ åĨħ", + "失 åİ»äºĨ", + "çݩ家 们", + "éĩĩ éĽĨ", + "å£ ¹", + "家 ä¼Ļ", + "çĻ½ 天", + "åĽłä¸º ä»ĸ", + "社ä¼ļ æ²»çIJĨ", + "å¼Ģ åĪĽ", + "çĶµ ç¼Ĩ", + "æĸ° ä¸Ģ代", + "并 è´Ń", + "å°± å·²ç»ı", + "çļĦ 社ä¼ļ", + "éĻ¤ éĿŀ", + "åı¯ä»¥ çĶ¨", + "å© ī", + "æ¯Ķè¾ĥ 好", + "å®ŀ ä¸ļ", + "åĪĽ åĬŀ", + "æıIJ èµ·", + "é» ĥ", + "ä½ı åľ¨", + "å¸Ĥ æĶ¿", + "éĿ¢ä¸´ çļĦ", + "èĥ½ åľ¨", + "çŁŃ çŁŃ", + "羣 人", + "æĺİ æĺİ", + "èµĦ åĬ©", + "çļĦ ä¸įåIJĮ", + "å°ı æľĭåıĭ", + "é¢ĺ æĿIJ", + "ç¾İ åij³", + "æĺŁ åº§", + "ä¸į ä¸Ģæł·çļĦ", + "çľĭ ä¸Ĭåİ»", + "ä¸Ģ æł¹", + "广 å·ŀå¸Ĥ", + "åıijçĶŁ çļĦ", + "é«ĺ ç§ijæĬĢ", + "ä¸Ģ è¾ĪåŃIJ", + "交 åıī", + "ä½ĵç³» 建设", + "åĽłä¸º æĪij", + "çıį æĥľ", + "ä¸Ĭ åѦ", + "æĪĺ æľ¯", + "æѤ ç±»", + "交 å¾Ģ", + "æĮī æij©", + "人们 çļĦ", + "åħ¶ 實", + "åİŁ æĿIJæĸĻ", + "渴 æľĽ", + "缸 å¤Ħ", + "å¾® å¾®", + "æ® ·", + "ä¹ĺ åĿIJ", + "å¼Ģå±ķ äºĨ", + "é«ĺ åĵģè´¨", + "æĹłäºº æľº", + "ä¸įæĺ¯ å¾Ī", + "çļĦ æĬķèµĦ", + "èĬĤ çľģ", + "èĩ ī", + "ç²¾ éĢī", + "çļĦ æłĩåĩĨ", + "åįĹ éĥ¨", + "认è¯Ĩ åĪ°", + "å¹³ éĿĻ", + "èĹ ¥", + "æī« é»ij", + "æī«é»ij éĻ¤", + "æī«é»ijéĻ¤ æģ¶", + "éĢĻ 種", + "建çŃij éĿ¢ç§¯", + "ç¡® ç«ĭ", + "管çIJĨ åĬŀæ³ķ", + "æĦı å¿Ĺ", + "ä¸ ¨", + "让 åŃ©åŃIJ", + "æķij çģ¾", + "å½ĵ ä»Ĭ", + "çģ« çģ¾", + "åIJĦ éĥ¨éŨ", + "ä¾µ çĬ¯", + "æ¯ı åij¨", + "æı ½", + "ä¸Ģ次 æĢ§", + "åħ¶ä»ĸ 人", + "éĶĻ è¿ĩ", + "ä¸İ åħ¶", + "åĭĩ æ°Ķ", + "çĩĥ æ°Ķ", + "é¦ĸ å±Ĭ", + "æľį 饰", + "ç² ¥", + "å®Į æ¯ķ", + "å°± æĬĬ", + "åĬŀäºĭ å¤Ħ", + "ä¸Ģä¼ļ åĦ¿", + "离 ä¸įå¼Ģ", + "å¦Ĥæŀľ æĤ¨", + "ä»ĵ åºĵ", + "导 å¸Ī", + "åIJĪéĢĤ çļĦ", + "毫 ç±³", + "å®īåħ¨ æĢ§", + "ä¾Ŀ çħ§", + "产ä¸ļ åĮĸ", + "ä½ł çľĭ", + "羣çļĦ å¾Ī", + "åѤ çĭ¬", + "éĺ² å¾¡", + "å¾Ī ç®Ģåįķ", + "é£İ æ°´", + "ä½Ĩ ä¹Ł", + "æݨ åĩºäºĨ", + "æ°ijèIJ¥ ä¼ģä¸ļ", + "çłģ 头", + "å¤įæĿĤ çļĦ", + "ç»ĦæĪIJ éĥ¨åĪĨ", + "åħħ满 äºĨ", + "è¿ij åĩłå¹´", + "çľģ æĶ¿åºľ", + "æľī å¿ħè¦ģ", + "éĻ ³", + "ä¹ĭ ç±»", + "ä¹ĭç±» çļĦ", + "æĢ§ ä»·", + "æĢ§ä»· æ¯Ķ", + "åķĨ åºĹ", + "å¸Ĥ åĢ¼", + "人æīį åŁ¹åħ»", + "æ·± åıĹ", + "管çIJĨ å±Ģ", + "æģIJ æĥ§", + "ä»ħ æľī", + "æĬµ è¾¾", + "æµ· åħ³", + "èµĭ äºĪ", + "äºĭ åĦ¿", + "ä»· éĴ±", + "æīĭ ä¸Ĭ", + "èĩª å¾ĭ", + "åħ³ çĪ±", + "享 æľī", + "éģĹ æĨ¾", + "å¾Īå¿« å°±", + "æĽ´ å¿«", + "æłĩ è¯Ĩ", + "åºĨ ç¥Ŀ", + "ä¹Ł 好", + "ä¸į æĺĵ", + "æĪij å¾Ī", + "æĶ¹éĿ© åıijå±ķ", + "å¤ĸ åľ°", + "æĬµ æĬ¼", + "è¯Ĺ 人", + "åİķ æīĢ", + "æĸ° åªĴä½ĵ", + "èĸ Ľ", + "è°Ī è¯Ŀ", + "ä¸Ģå®ļ ç¨ĭ度", + "èµ° åľ¨", + "æľĢ 强", + "åĬŁ çİĩ", + "åħ± è¯Ĩ", + "大 æ¡¥", + "ä¸ĭ æĸ¹", + "å¤ĸ èµĦ", + "ç¢ ±", + "å·¡ è§Ĩ", + "æ¹ĸåĮĹ çľģ", + "个 çĻ¾åĪĨ", + "个çĻ¾åĪĨ çĤ¹", + "çļĦ 责任", + "çļĦ åĵģçīĮ", + "åĬ© æݨ", + "åĪĽéĢł äºĨ", + "ä»» èģĮ", + "å¿« æį·", + "æĿij åºĦ", + "åİ» çľĭ", + "æīį èĥ½å¤Ł", + "å± ¤", + "æĪij 家", + "æĺ¯ä¸Ģ 款", + "ç¾ ħ", + "åĨ° éĽª", + "æŀģ 大", + "çģ¯ åħī", + "éĨ ĭ", + "ä¸İ åħ¶ä»ĸ", + "æıIJåĩº çļĦ", + "éĿł è¿ij", + "è°ĥ åĬ¨", + "å°½ åı¯èĥ½", + "åıij åĬĽ", + "ç»Ļ 她", + "éĢĤ éĩı", + "è·¨ åĽ½", + "åħĪ è¡Į", + "æĸ° æĿIJæĸĻ", + "ä½ľ äºĨ", + "满 äºĨ", + "ä¸į 满", + "çļĦçľ¼ çĿĽ", + "çľĭ å¾Ĺ", + "è¿Ļ ä¸Ģ次", + "é½IJ åħ¨", + "çļĦä¸Ģ éĥ¨åĪĨ", + "ä¸ Ļ", + "æ¸ħ æĸ°", + "說 æĺİ", + "身边 çļĦ", + "æīĢæľī 人", + "å½° æĺ¾", + "è± ¹", + "åį ¿", + "è¿IJ 转", + "æĮĩ å¼ķ", + "å¸Ĥ åħ¬å®īå±Ģ", + "åıĤ å±ķ", + "ä¹ĭ æŶ", + "éĩijèŀį æľįåĬ¡", + "èµĦæľ¬ å¸Ĥåľº", + "èĥ½ 让", + "å¿ĺ äºĨ", + "天 åłĤ", + "æ¯Ķå¦Ĥ 说", + "éĬĢ è¡Į", + "èĽĭ ç³ķ", + "çĶ ©", + "æł¸ å®ŀ", + "æĻ® 京", + "ä¼ĺ ç¾İ", + "åı£ èħĶ", + "漫 çĶ»", + "çľ¼ éĩĮ", + "äºĨ ä¸ĭæĿ¥", + "æĪij们 ä¹Ł", + "ä¾ į", + "为 ä¸Ńå¿ĥ", + "å¥ĩ 迹", + "éĿĴ çĿIJ", + "æĪªèĩ³ 缮åīį", + "åĩº ä¾Ĩ", + "æĢ» åħ¬åı¸", + "å¼¥ è¡¥", + "ç®Ĺ æ³ķ", + "å·¥ä½ľ 室", + "æīĢ以 æĪij", + "æ°´ åĪĨ", + "æīĢ å±ŀ", + "ä¸į 说", + "ä½Ĩæĺ¯ åľ¨", + "è¦ģ åİ»", + "åĪĽä¸ļ èĢħ", + "ä¸į æ¸ħæ¥ļ", + "åĽĽ åij¨", + "æĺ¯ ä»İ", + "çļĦ æł¹æľ¬", + "çģ ¶", + "æ¯Ľ æ³½", + "æ¯Ľæ³½ 举", + "æµ· åı£", + "åĽĽ åįģ", + "ä¹Ł 被", + "èģ ·", + "ä¸Ģ æīĭ", + "绩 æķĪ", + "çļĦ çĶ·äºº", + "书 ç±į", + "ä¸Ģ èĦ¸", + "大 äºİ", + "鼶 éĥ¨ä»¶", + "åħ³ æĢĢ", + "å¹³ ç±³", + "æļ´ éľ²", + "å¾Ĺ å¤ļ", + "ä¸ī 级", + "æľ¬ åij¨", + "两 èĢħ", + "对 ä¸ŃåĽ½", + "åıª è§ģ", + "欧 ç¾İ", + "å¦Ĥæŀľ æľī", + "å·²ç»ı æĺ¯", + "çľĭ å®Į", + "çģ« éĶħ", + "èµ IJ", + "ä¸Ģ éģį", + "æĦŁ åĨĴ", + "ç»ĵ å±Ģ", + "ä»ĵ åĤ¨", + "å®ŀ åľ°", + "åī¯æĢ» ç»ıçIJĨ", + "ä¹Łä¸į çŁ¥éģĵ", + "碰 åĪ°", + "åIJĪ 计", + "客æĪ· çļĦ", + "ç½Ĺ 马", + "æĦī å¿«", + "é£ Ľ", + "çĥŃ çĥĪ", + "伦 æķ¦", + "åĮ» ä¿Ŀ", + "éĺ¿éĩĮ å·´å·´", + "åĨį 说", + "为 åŁºç¡Ģ", + "çĶŁäº§ ç»ıèIJ¥", + "è¿ĻäºĽ 人", + "åĪĹ è½¦", + "æ²³åĮĹ çľģ", + "è¿Ļ 段", + "æ´»åĬ¨ ä¸Ń", + "å© ·", + "çĶŁ çIJĨ", + "ä¸ŃåĽ½ 人æ°ij", + "éĦ Ĥ", + "åIJ¬ åıĸ", + "å¤į ä¹ł", + "æľī çĽĬ", + "æĶ¶ æĭ¾", + "å¾Ī åı¯èĥ½", + "ç½ij绾 游æĪı", + "们 çļĦ", + "èµĭ èĥ½", + "éļ¾ å¾Ĺ", + "åĪĨ æīĭ", + "羣 è¯ļ", + "åħ¬åı¸ åľ¨", + "åĿĩ è¡¡", + "åı£ åij³", + "çīµ 头", + "ä¸ĢèĪ¬ çļĦ", + "轿 车", + "çŃī äºİ", + "æ²ī é»ĺ", + "æĪij éĥ½", + "å°ı ç¨ĭåºı", + "ä¸Ģ åī¯", + "æī¿ è½½", + "åľ° è´¨", + "çķĮ éĿ¢", + "çĶµ æľº", + "çĦ¦ èĻij", + "éĶĢåĶ® é¢Ŀ", + "æĸ° 车", + "ä¸Ĭ 游", + "主 æ¼Ķ", + "éļIJ ç§ģ", + "åıijå±ķ æĪĺçķ¥", + "çļĦ åĬªåĬĽ", + "å¼Ģ åħ³", + "解åĨ³ éĹ®é¢ĺ", + "çĿ£ 导", + "对 æĬĹ", + "å¾Īå¤ļ 人éĥ½", + "æĹł æķĪ", + "产åĵģ è´¨éĩı", + "å®ī å¿ĥ", + "åįİ äºº", + "ä¸į 符åIJĪ", + "èĩª 家", + "éĺµ å®¹", + "çļĦ åIJĦç§į", + "çļĦ çIJĨ念", + "çļĦ æĸĩåĮĸ", + "为 èĩªå·±", + "å±± æ°´", + "游 æ³³", + "éľĩ èį¡", + "çĶŁæ´» æĸ¹å¼ı", + "è¿ľ 离", + "çŁ³ åĮĸ", + "æѤ äºĭ", + "æĺ¯ çľŁçļĦ", + "çļĦ æ¯Ķä¾ĭ", + "çĶ¨ çĶµ", + "奥è¿IJ ä¼ļ", + "ä¿Ŀ å®ī", + "èĽĭçĻ½ è´¨", + "çļĦ å¿ĥçIJĨ", + "å· «", + "åı· çłģ", + "æ°Ķ ä½ĵ", + "åıij æĶ¹", + "åıijæĶ¹ å§Ķ", + "åĮ» å¸Ī", + "æ¶Ĥ æĸĻ", + "æĺ Ĭ", + "å¸Ĥ 级", + "ä¸ĸçķĮ çļĦ", + "åĪĨåĪ« æĺ¯", + "çł´ 产", + "ä¸Ģ æĿ¯", + "æĭī å¼Ģ", + "å¹³ åĩ¡", + "çļĦ åıijçĶŁ", + "åĬ¨ æīĭ", + "ä¸Ģ缴 以æĿ¥", + "æīĭ å·¥", + "éĩĮéĿ¢ çļĦ", + "æĹł åħ³", + "ä»ĭ åħ¥", + "èµ° ä¸Ĭ", + "å°±æĺ¯ è¦ģ", + "å¹´ éĹ´", + "åĩº çı¾", + "å½± éŁ¿", + "å¹ħ 度", + "éĽ ģ", + "éģĵ åħ·", + "缮çļĦ åľ°", + "åIJİ èĢħ", + "ä¸Ĭ æ¼Ķ", + "äºĨ åĩł", + "æ®ĭçĸ¾ 人", + "å¿Ļ ç¢Į", + "æĺ¯åIJ¦ æľī", + "并 对", + "ä¼ļ 导èĩ´", + "æ°´ åºĵ", + "ç»Ĩ èĩ´", + "åIJİ æĤĶ", + "å¿ĥ æĢĿ", + "åģļ äºĭ", + "åİĤ æĪ¿", + "çĿ ¿", + "è¿IJèIJ¥ åķĨ", + "头 éĥ¨", + "çļĦ è§Ĵèī²", + "æĺ¯ ä»ĸ", + "æĹ¢ æľī", + "å°ıæŶ åĢĻ", + "强 åĬ²", + "主 æĴŃ", + "åħ¨åĽ½ åIJĦåľ°", + "æį ı", + "æįŁ åĿı", + "åķĨ ä¼ļ", + "ä¿Ŀ ç½Ĺ", + "çľģ å¸Ĥ", + "éļ§ éģĵ", + "æľī ä¸įå°ij", + "è¦ģ åľ¨", + "建设 é¡¹çĽ®", + "ç³ĸ å°¿", + "ç³ĸå°¿ çĹħ", + "æĿ¡ä»¶ ä¸ĭ", + "ä¼ĺè´¨ çļĦ", + "é¦ĸ åıij", + "å½ĵæŶ çļĦ", + "丰 çĶ°", + "大 çĽĺ", + "缸 继", + "å®ģ å¤ı", + "åħ¥ ä½ı", + "æĪij è¿ĺ", + "åħĭ æĸ¯", + "å®ļ ä»·", + "å¹³æĸ¹ åħ¬éĩĮ", + "çļĦ çŁ¥è¯Ĩ", + "æĪij们 ä¼ļ", + "åħĥ å®Ŀ", + "ä½ĵ éĩį", + "è³ £", + "对 æĪij们", + "çŁ³ 家", + "çŁ³å®¶ åºĦ", + "ç²¾ åįİ", + "å½¢ çĬ¶", + "åıĹ åĪ°äºĨ", + "ä¿® 订", + "ç¾İ åľĭ", + "é«ĺ æ¸ħ", + "çľ¼ éķľ", + "è§īå¾Ĺ èĩªå·±", + "带 ç»Ļ", + "åĶ® ä»·", + "éŨ 票", + "åŃķ å¦ĩ", + "çĶµè§Ĩ åı°", + "åıij ä½ľ", + "çļĦ åij³éģĵ", + "éķ¿ è¿ľ", + "åħ¬åħ± æľįåĬ¡", + "æŃ£å¸¸ çļĦ", + "æľī è¿ĩ", + "é£İ æĥħ", + "æ¯Ķ éĩį", + "åIJ »", + "管çIJĨ å·¥ä½ľ", + "综åIJĪ æĢ§", + "å·² 被", + "说 èµ·", + "æİĴ æ°´", + "ä¸įæĸŃ åľ°", + "æĥħ æĢĢ", + "è¾ĵ éĢģ", + "è¿ĩ æķı", + "çļĦ åı¯èĥ½æĢ§", + "æľį çĶ¨", + "æľī 许å¤ļ", + "å§Ķ åī¯ä¹¦è®°", + "åĮĸå¦Ĩ åĵģ", + "æļĤ åģľ", + "æĬķèµĦ 人", + "çıŃ çº§", + "说 çĿĢ", + "åįĹ åĮĹ", + "åĪĨ è¡Į", + "çıł å®Ŀ", + "å¯ ¶", + "å¢ŀ å¤ļ", + "被 åĬ¨", + "çī¹æ®Ĭ çļĦ", + "éĹľ ä¿Ĥ", + "çļĦ èĦ¸", + "æĥ Ł", + "ä¸į ä¸Ģå®ļ", + "ç¶ Ń", + "çģ« çĪĨ", + "秣 éĩij", + "çŀ §", + "éĩį 建", + "è· ª", + "ä¸Ģ 種", + "çļĦ åIJĪä½ľ", + "å®ī æħ°", + "ä»į æĺ¯", + "ä¸ĵä¸ļ åĮĸ", + "è°ĥ 解", + "ä¸į 妨", + "éĢĻ æĺ¯", + "å¿ħ éłĪ", + "ä¼Ĭ æľĹ", + "å¾Ĺ äºĨ", + "æľįåĬ¡ å¹³åı°", + "å§ ¬", + "åħĪ éĶĭ", + "çİĭ åŃIJ", + "çļĦä¸Ģ åĪĩ", + "æĢ» çIJĨ", + "åĵ ¼", + "çª ij", + "çļĦå¿ĥ æĥħ", + "çļĦ éĩį大", + "çij Ł", + "ä¸Ģ ç¬ij", + "åıijå±ķ ä¸Ń", + "åģ¥åº· åıijå±ķ", + "åĵģçīĮ çļĦ", + "ç¦ ®", + "ä½Ļ 人", + "ä»Ĭå¹´ 以æĿ¥", + "æķ° çłģ", + "çŃ¾ è¯ģ", + "åİ» æī¾", + "åŁºéĩij ä¼ļ", + "æĬ± æĢ¨", + "æŃ£ å½ĵ", + "çıŃåŃIJ æĪIJåijĺ", + "ä¸į åIJĪæł¼", + "åĪ¶ å®ļäºĨ", + "ç¼ĵ æħ¢", + "åĪ¶ 约", + "æłı 缮", + "å¸Ĥåľº ç»ıæµİ", + "ç»ĦæĪIJ çļĦ", + "严 å³»", + "æĹ¥ 讯", + "ä¸ĢçĤ¹ çĤ¹", + "æĺ¯ æĢİä¹Ī", + "çļĦ çħ§çīĩ", + "éĺ» æŃ¢", + "模 ç³Ĭ", + "ç¼ ¸", + "éģķ åıį", + "æIJ¬ è¿ģ", + "éĩij éĴ±", + "å½ ¬", + "ä¸į å®ī", + "æĪĺçķ¥ åIJĪä½ľ", + "å¡« åĨĻ", + "讲 究", + "åħħåĪĨ åĪ©çĶ¨", + "èĥ½ å¤ł", + "èij¡èIJĦ éħĴ", + "éĩĩçĶ¨ äºĨ", + "åľ¨ ä»Ĭå¹´", + "ä¸Ńå°ı åѦ", + "åľ¨ æĦı", + "çļĦ åİĭåĬĽ", + "ä¸į 幸", + "åĪ¶ èį¯", + "åı¯ä»¥ 让", + "被 è¯Ħ为", + "ç»Ĩ èıĮ", + "æĪı åī§", + "åįĬ 导", + "åįĬ导 ä½ĵ", + "è§Ĩ è§Ĵ", + "åĸľ æŃ¡", + "å¾ģ æĶ¶", + "è°ĭ åĪĴ", + "æŀģ 大çļĦ", + "çĤ¹ èµŀ", + "è®°èĢħ ä»İ", + "两 åIJį", + "èĩª åĬ©", + "èµ· æŃ¥", + "æĬ¤ 士", + "å®Ŀ 马", + "太 åŃIJ", + "å°ıå°ı çļĦ", + "温 æ³ī", + "åĩºç§Ł 车", + "秣 æĪ¿", + "两 家", + "éľĩ æĴ¼", + "ç§ī æī¿", + "ä¸Ģ件 äºĭ", + "çĥĪ 士", + "å®ĺ åħµ", + "转 身", + "ä¹IJ åĽŃ", + "çĻĮ çĹĩ", + "模 èĮĥ", + "æĦ £", + "è¿ĩåİ» çļĦ", + "代 ä»·", + "çļĦ æ¦Ĥ念", + "åĩł çĻ¾", + "è´µ éĺ³", + "æĭħ 忧", + "éĢĤ å®ľ", + "çݯå¢ĥ ä¿ĿæĬ¤", + "çĥ «", + "ä½ł æĥ³", + "æѤ åIJİ", + "ä½ł ä¹Ł", + "çį İ", + "éĻ¤ æѤ", + "éĻ¤æѤ ä¹ĭå¤ĸ", + "è°ĥ 度", + "ç§ij 缮", + "æīĢ说 çļĦ", + "åĬ ĩ", + "忽 è§Ĩ", + "ä¸ī 次", + "ä¸Ģ æĹ¥", + "åŀĤ 缴", + "ç«ŀ æĬĢ", + "éĿ¢ åĮħ", + "大 æĪĺ", + "æIJº 带", + "å¦Ĥæŀľ 没æľī", + "åħ» æĪIJ", + "åĩº è¡Ģ", + "çĪ±å¥½ èĢħ", + "æīĵ éĢļ", + "èµ· è¯ī", + "åijĪ çİ°åĩº", + "æŃĮ æīĭ", + "åľ¨ å¤ĸ", + "é¢Ĩ导 å¹²éĥ¨", + "åĨ ¥", + "èĪĨ 论", + "æıIJ åıĸ", + "éĺ¿ å°Ķ", + "æľĽ çĿĢ", + "ä¸ī äºļ", + "è² ¡", + "åĪ ·æĸ°", + "æĻļ æĬ¥", + "è¿ĺæľī ä¸Ģ个", + "åĨ° ç®±", + "ç½ij çĤ¹", + "åĩº åħ·", + "强çĥĪ çļĦ", + "æĪij çĽ¸ä¿¡", + "å¸ĮæľĽ èĥ½", + "çīĻ 齿", + "äºĭ å®ľ", + "ä¸ļåĨħ 人士", + "代 æĽ¿", + "åıĺ å½¢", + "éĽ ²", + "è°ĥ æݧ", + "åĪĽæĸ° åĪĽä¸ļ", + "æĭĨ è¿ģ", + "æł¸ æŁ¥", + "éĢ Ĺ", + "åħ¥ åѦ", + "æĦı åIJij", + "æı Ľ", + "ä¸ĭ 次", + "ä¼ł è¾ĵ", + "ä»ĸ们 åľ¨", + "èĢĮä¸Ķ è¿ĺ", + "æĹ¥ åľ¨", + "æķĻ è®Ń", + "æ´» çĿĢ", + "çļĦ æľīæķĪ", + "å¤įå·¥ å¤į", + "å¤įå·¥å¤į 产", + "æĺ¯ä¸Ģ 件", + "çŃī çĿĢ", + "å¾ ©", + "åĭĩ æķ¢", + "éģŃ åıĹ", + "å¥Ķ é©°", + "讲 座", + "说 å®Į", + "ç»Ļ åĩº", + "è° ¦", + "è¯Ĭ çĸĹ", + "çĽ² 缮", + "客 è¿IJ", + "å°± è¿ŀ", + "å¼Ģ åħĥ", + "å¼Ģåħĥ æ£ĭçīĮ", + "ä¸įæĸŃ æıIJåįĩ", + "çĶ¨æĪ· çļĦ", + "æĴ ķ", + "ä¾Ľ æ°´", + "ç¶ĵ æ¿Ł", + "ä¸Ń åĮ»èį¯", + "èģĶ æĥ³", + "åħ¬äº¤ 车", + "èĪª çıŃ", + "æĬĢ è¡ĵ", + "å¼ķèµ· çļĦ", + "å° ¹", + "èµĦ æ·±", + "åĽ½èµĦ å§Ķ", + "èĺ Ń", + "é¼» åŃIJ", + "éĹ ½", + "æİĴ éĺŁ", + "è§Ĥ åħī", + "éģĹ åĿĢ", + "举 京", + "é¥Ń åºĹ", + "ä¸įæĸŃ çļĦ", + "å°±æĺ¯ ä¸Ģ个", + "éķ¿ ä¹ħ", + "çļĦ è§ĤçĤ¹", + "å¨ ¶", + "æĪij çİ°åľ¨", + "çķ °", + "å¾Ĺ åĩº", + "å¿ħ å®ļ", + "ä¸į åıĹ", + "åıª éľĢè¦ģ", + "åĽ° æī°", + "ç§ijåѦ æĬĢæľ¯", + "çīĽ èĤī", + "è¾ĥ é«ĺçļĦ", + "è·ij æŃ¥", + "æ² ¾", + "èı© èIJ¨", + "æľĢ å¾Į", + "ä¿Ŀ å¯Ĩ", + "æ²» å®ī", + "éĤ ±", + "常 è¯Ĩ", + "èĦ¸ èī²", + "åĮĹ å¤§", + "æ±ĩ èģļ", + "æijĨ èĦ±", + "é¾Ļ头 ä¼ģä¸ļ", + "女 åıĭ", + "çŃī å·¥ä½ľ", + "ä¸Ń ç¾İ", + "èģĮ åľº", + "èĦij è¢ĭ", + "åĨĻ çļĦ", + "饲 æĸĻ", + "åĬ³ åĬ¨åĬĽ", + "å± ¯", + "æĮģ èĤ¡", + "åĽ¾ åĥı", + "è¿ĩåİ» äºĨ", + "è² ¨", + "è¾ ²", + "éĹ® æĪij", + "è·Ł ä½ł", + "çĶŁ æŃ»", + "审 ç¾İ", + "é¢Ĺ ç²Ĵ", + "ä¸Ń æĸ¹", + "åĬł çĥŃ", + "æĹħè¡Į 社", + "çĻ¼ çĶŁ", + "ä¸į åłª", + "åĤ ·", + "æ¥ ł", + "åĬŀ æ¡Ī", + "æŁ Ħ", + "æĹ¢ æĺ¯", + "å¤Ħ åĪĨ", + "羣å®ŀ çļĦ", + "æĬ¥ 纸", + "å¸Ī çĪ¶", + "å®īå¾½ çľģ", + "åī¯ 主å¸Ń", + "ä¹ĭ éģĵ", + "导 å¼¹", + "åŃ¦æł¡ çļĦ", + "åŁİå¸Ĥ çļĦ", + "è°Ī åĪ°", + "æ¢ Ĺ", + "å¹³ éĿ¢", + "说 ä»Ģä¹Ī", + "é¢ij çİĩ", + "éķ¿ ä¸īè§Ĵ", + "çļĦ åĪ©çĽĬ", + "é» ¨", + "è±Ĩ èħIJ", + "å®ŀéĻħ æĥħåĨµ", + "æŀĹ ä¸ļ", + "纪æ£Ģ çĽijå¯Ł", + "ä½ı éĻ¢", + "çļĦ æķ´ä½ĵ", + "åīį è¡Į", + "æĮ ¨", + "çħ¤ çŁ¿", + "åī¯æĢ» è£ģ", + "å°ı åIJĥ", + "æŀģ 端", + "å©Ĩ å©Ĩ", + "çİ° è´§", + "è¯Ĺ æŃĮ", + "éĴ¥ åĮĻ", + "缩 çŁŃ", + "ä½Ĩ è¿Ļ", + "æĸ° åĵģ", + "è¿Ļ 对", + "çŁ¥åIJį 度", + "å¿ĹæĦ¿ æľįåĬ¡", + "大 å±Ģ", + "è¡¡ éĩı", + "ä½ĵçİ° äºĨ", + "æ¡ĥ èĬ±", + "åIJ¸å¼ķ åĬĽ", + "åł ¤", + "æĵħ éķ¿", + "åĴ Ĵ", + "缸 æľº", + "ä¸Ģ ç«Ļ", + "ä¸Ģç«Ļ å¼ı", + "æľĢ ç¾İ", + "æ°¸ ä¹ħ", + "çļĦ éĥ¨åĪĨ", + "åĪĨ å·¥", + "å·¥ç¨ĭ 建设", + "æIJŃ è½½", + "æ°´ ä¸Ń", + "èĮ ¨", + "çļĦ æĵįä½ľ", + "绣 æ²»", + "çķħ éĢļ", + "åħļçļĦ åįģ", + "è¼ ¸", + "æ¸ ¬", + "ç¾İ è§Ĥ", + "ä¸į åĪ©", + "åıį æĢĿ", + "éªĦ åĤ²", + "æłĩ çļĦ", + "æĿĢ 人", + "éĺ¿ å§¨", + "é£Ł æĿIJ", + "åIJĥ çļĦ", + "åIJİ åĨį", + "çŁ £", + "两 侧", + "æ¸ħ æ°´", + "è¿Ľ çIJĥ", + "å¼Ģå§ĭ äºĨ", + "åIJ¬ äºĨ", + "çĦĬ æİ¥", + "çŁ ®", + "å¨ Ł", + "为 人", + "éĢģ ç»Ļ", + "åĨĴ éĻ©", + "æķ ·", + "ç»Ī æŃ¢", + "æīį çŁ¥éģĵ", + "è¿IJ æ°Ķ", + "éĢļ é£İ", + "æĥĬ 讶", + "ç§ijåѦ éĻ¢", + "æıIJ éĹ®", + "太 åİŁ", + "缸åIJĮ çļĦ", + "ä» ķ", + "èģ ĸ", + "æĥħ æ³ģ", + "é¢Ĩ导 人", + "åĩºæĿ¥ äºĨ", + "沿 线", + "éĻ ½", + "æĦŁ 覺", + "ä»į åľ¨", + "æ© Ļ", + "约 为", + "åĸĿ éħĴ", + "çĶ¨ èį¯", + "ä¸ĭ ä¸Ģ", + "æ³ķ å®ĺ", + "顺 åºı", + "åģļ ä¸Ģ个", + "åĭ ¢", + "æŃ ª", + "çĶµ ç«ŀ", + "ä¼´ éļıçĿĢ", + "ä¹ĭ åĬĽ", + "ä¹ĭ 人", + "äºij 计ç®Ĺ", + "åĪ«äºº çļĦ", + "ç§ijåѦ åıijå±ķ", + "第 åħ«", + "å¹² æī°", + "女 ç¥ŀ", + "è¿Ļæł· åģļ", + "å¤Ħ åľ¨", + "æ°´ è´¨", + "éķ¿ æĺ¥", + "å¸Ĥåľº éľĢæ±Ĥ", + "ç»´ æĿĥ", + "èĢ³ æľµ", + "æĸĩåĮĸ çļĦ", + "奶 ç²ī", + "ä¼ł è¾¾", + "æīĭæľº çīĪ", + "æĽ¾ åľ¨", + "äºĮ æľŁ", + "åİŁåĽł æĺ¯", + "æºIJ 头", + "åıĪ èĥ½", + "è£ ¸", + "æĬĢæľ¯ åĪĽæĸ°", + "æĸĩåĮĸ æĹħ游", + "åıij 票", + "å¹´ 级", + "ä½ł ä¸į", + "ä¹ĭ å¿ĥ", + "æķ° çĻ¾", + "åIJij å¾Ģ", + "èĢģ 家", + "åľĭ éļĽ", + "çļĦ é«ĺ度", + "æľĿ éĺ³", + "æ¸ħ éĻ¤", + "èĩª æľī", + "书 ä¸Ń", + "游æĪı è£ħå¤ĩ", + "ä¸ĩ å¤ļ", + "驾驶 åijĺ", + "ä½ł çŁ¥éģĵ", + "åĽ½ åºĨ", + "é£Ł åłĤ", + "æİ¥ åı£", + "æĢ» æķ°", + "åħ¶ä»ĸ çļĦ", + "çĶŁåij½ çļĦ", + "ä½ł åľ¨", + "çļĦ 缮åħī", + "è¿Ļ æĸ¹éĿ¢", + "éĥ½ 说", + "çĸĹ æ³ķ", + "åĭĩ 士", + "åľ¨ åħ¨çIJĥ", + "ä¿ĿéĻ© åħ¬åı¸", + "çĿ£ æŁ¥", + "åĸĦ èī¯", + "表 å½°", + "è¹ ²", + "è·¯ 段", + "æľĥåĵ¡ è¦ı", + "æľĥåĵ¡è¦ı ç¯Ħ", + "æĪ· åŀĭ", + "ä¿ĥ 使", + "ä¿® 建", + "é«ĺ æ°´å¹³", + "åģļ åĩºäºĨ", + "主 åľº", + "è¡Į èµ°", + "空 çĻ½", + "æľī人 说", + "è¿Ļ个 ä¸ĸçķĮ", + "åIJį ä¹ī", + "å®Į ç¾İçļĦ", + "羡 æħķ", + "åıĬ åħ¶ä»ĸ", + "åı¯ çĶ¨", + "æĭ IJ", + "è¾ĥ 大çļĦ", + "æĬĢæľ¯ åĴĮ", + "å°¼ äºļ", + "çĻ¾ è´§", + "æı ī", + "éĢī è´Ń", + "éĺŁ åıĭ", + "ä¼ł æĦŁ", + "ä¼łæĦŁ åĻ¨", + "åıªè¦ģ ä½ł", + "为ä»Ģä¹Ī è¦ģ", + "ä¸ĵ注 äºİ", + "ä½Ļ é¢Ŀ", + "åħ¸åŀĭ çļĦ", + "缮åīį å·²", + "欲 æľĽ", + "èģĶ 绾", + "æµģ ä¼ł", + "çļĦ 家åºŃ", + "åı· åı¬", + "çıį è´µ", + "ä¼Ł 大çļĦ", + "éī´ äºİ", + "è·Ł ä»ĸ", + "产 çī©", + "ä¸į å·²", + "è¿Ŀæ³ķ è¡Į为", + "头 ä¸Ĭ", + "åĪĨ 解", + "åı¯ä»¥ çľĭåĩº", + "æł¡ åĮº", + "åŃĹ ä½ĵ", + "ä¿® çĤ¼", + "çĶļèĩ³ æĺ¯", + "微信 åħ¬ä¼Ĺ", + "åıĸ 代", + "èIJ¥ä¸ļ æĶ¶åħ¥", + "æ½į åĿĬ", + "ä½ł èĥ½", + "社ä¼ļ ä¿Ŀéļľ", + "æ¯ĶèµĽ ä¸Ń", + "污水 å¤ĦçIJĨ", + "夫 å¦ĩ", + "ä¸Ģ å¹ħ", + "沿 æµ·", + "åı£ æĦŁ", + "ä½Ĩ åį´", + "å½ĵ æĹ¥", + "çļĦ æľĢ大", + "æ¯ı ä¸Ģä½į", + "没 äºĭ", + "çī¹ åĪ¥", + "å¼Ģ åѦ", + "è·¯ éĿ¢", + "å¿ĥçIJĨ åѦ", + "æĶ¾ ç½®", + "éĩįåºĨ å¸Ĥ", + "ä½ł èĩªå·±", + "æ¶Īè´¹èĢħ çļĦ", + "ä¸Ģ æ³¢", + "èѦ æĥķ", + "åį§ 室", + "注 å°Ħ", + "é£İ 鼨", + "沿 çĿĢ", + "åijĬ 訴", + "表 çİ°åĩº", + "åĽĽ æĺ¯", + "åı¤ åħ¸", + "æĽ´ éĩįè¦ģçļĦ", + "好 äºĭ", + "çľ¼ 泪", + "æ¨ ĵ", + "审 åĪ¤", + "碰 æĴŀ", + "车 ç«Ļ", + "è¿Ľåħ¥ äºĨ", + "éĽĨ åIJĪ", + "æł¼ å¤ĸ", + "宾 é¦Ĩ", + "æĶ¯ä»ĺ å®Ŀ", + "她 æĺ¯", + "æĺ¯ å¦Ĥä½ķ", + "人 次", + "çļĦ æĪIJåĬŁ", + "æĹł åĬĽ", + "æµ· æĭĶ", + "æĺ¥ åŃ£", + "éĥ½ ä¸įä¼ļ", + "çŃī å¤ļç§į", + "ä¸Ģ个 å°ı", + "åģľè½¦ åľº", + "让 æĽ´å¤ļ", + "è¿Ļ çĤ¹", + "æĪIJ åĵģ", + "éĴ ī", + "éģĩ è§ģ", + "çıŃ ä¸»ä»»", + "æĦı æĦ¿", + "çļĦ åIJĮåѦ", + "游 è§Ī", + "åİĭ 缩", + "åľ¨ ä¼łå¥ĩ", + "å¼¹ æĢ§", + "æĹ¥ åĨħ", + "ç¦ı建 çľģ", + "è§Ĵ èIJ½", + "åĪĨ å¼Ģ", + "ä¼ļ 让", + "å¤ĸ åĽ´", + "çĨŁæĤī çļĦ", + "çĨ Ķ", + "ä¸ĩ è¾Ĩ", + "å¤ľ éĹ´", + "车 身", + "ä¸Ń æľŁ", + "å®ĮåĸĦ çļĦ", + "åĵģ ç±»", + "åıĭ è°Ĭ", + "éĢīæĭ Ķ", + "éªij 士", + "å½ ¦", + "çļĦ çľĭæ³ķ", + "åĽ½ çİĭ", + "è¾£ æ¤Ĵ", + "åıijå¸ĥ æŶéĹ´", + "åı¤ åŁİ", + "éļı æľº", + "ç« ĸ", + "å¼Ģ è¾Ł", + "ä¼Ĺ çĶŁ", + "没 åĬŀæ³ķ", + "åįĥ éĩĮ", + "æĿ¥æºIJ äºİ", + "çļĦ æĿĥåĪ©", + "æ¯Ķ åĪĨ", + "满æĦı çļĦ", + "ä¿® è¡Į", + "åĿ ł", + "大 æµ·", + "èİ ¹", + "åĩº 身", + "è« ĩ", + "åħ³ èĬĤ", + "åIJį 人", + "éľĢè¦ģ 注æĦı", + "æĹ© æĻ¨", + "å¤ĸ åįĸ", + "åıĪ è¦ģ", + "æ¶ī æ¡Ī", + "çĶ³è¯· 人", + "éĻĦè¿ij çļĦ", + "åĬłå¿« æİ¨è¿Ľ", + "æĸ° å¹´", + "大 è¡Ĺ", + "ä¸Ģ é»ŀ", + "èĭı å®ģ", + "æĤĦ æĤĦ", + "èĦ¾ æ°Ķ", + "å¸Į èħĬ", + "éļı åį³", + "æķ¢ äºİ", + "å®ŀè·µ ä¸Ń", + "æĺ¯ æ²¡æľī", + "æľī趣 çļĦ", + "æĿ¥èĩª äºİ", + "è£ģ åĪ¤", + "女 åŃ©åŃIJ", + "èĩ³ åħ³", + "èĩ³åħ³ éĩįè¦ģ", + "æĻº åĬĽ", + "èµ° åĩºåİ»", + "çŁŃ æĿ¿", + "大 åĽ½", + "çļĦ 认è¯Ĩ", + "å¹´ å¤ľ", + "åĨį åĪ°", + "åIJĮ æł·çļĦ", + "å¯Ĩ å°ģ", + "å¤ĸ交 éĥ¨", + "çĶŁ æķĪ", + "æĤ¨ åı¯ä»¥", + "ä½ł åĢij", + "è¿ĩ å¹´", + "å¼ ĵ", + "è¡Į æĿİ", + "æ¯Ķ èµ·", + "身 é«ĺ", + "è¿Ļ个 人", + "ä¸Ń å¤ĸ", + "éģĵ æŃī", + "çĽ¯ çĿĢ", + "亲 åŃIJ", + "éĹ ¸", + "çĻ½ äºij", + "èĦĸ åŃIJ", + "ä¸ĢåĪĩ éĥ½", + "æ· ij", + "è° ľ", + "åģ¶ çĦ¶", + "éĿł è°±", + "é«ĺ 管", + "ä¸ĭ åıij", + "æĶ¾ åĪ°", + "ç±» åĪ«", + "ä¸ĭ åĪĹ", + "æ·· ä¹±", + "åIJĪæ³ķ æĿĥçĽĬ", + "çݯ çIJĥ", + "æľīæķĪ åľ°", + "åķĨ æĪ·", + "æ¹ĸ 人", + "æµ· 岸", + "æĬķ 产", + "两 个æľĪ", + "éĥ½ éĿŀ常", + "å¢ŀ强 äºĨ", + "æĿ¥ åĪ°äºĨ", + "åī© ä½Ļ", + "æĤ¨çļĦ åŃ©åŃIJ", + "æµģ æ°´", + "æŃ£ ä¹ī", + "天 çĮ«", + "åģļ è¿ĩ", + "ä½ķ æŶ", + "æĪij åİ»", + "çľģ 份", + "å¥ĸ éĩij", + "该 å¦Ĥä½ķ", + "ä¸ĭ çıŃ", + "åģ¶ åĥı", + "æijĨ æĶ¾", + "æĸ° 模å¼ı", + "æĬķ è³ĩ", + "è·¯ åı£", + "åĨľæ°ij å·¥", + "大 åѸ", + "件 äºĭ", + "æł¹æľ¬ ä¸į", + "æµĵ 度", + "æµĵ åİļ", + "è½® èĥİ", + "æĪ¿ ä¼ģ", + "éĿŀ常 好", + "ä»İ ä¸Ń", + "人 æł¼", + "ç¿ ģ", + "æŶéĹ´ åĴĮ", + "è¿Ļ ä¸įæĺ¯", + "åĪ¸ åķĨ", + "æĥĬ 人", + "åĻ¨ å®ĺ", + "åĩĨ åĪĻ", + "æĥħ æĻ¯", + "æĽ´ é«ĺçļĦ", + "åѦ 家", + "泡 沫", + "åľ°æĸ¹ æĶ¿åºľ", + "å°± çŁ¥éģĵ", + "åij¼ åIJģ", + "ç»ı è´¸", + "èĬ± éĴ±", + "æľī ä¸Ģ次", + "æĦŁ æħ¨", + "ä¸Ģ åįĥ", + "å¤ľ æĻļ", + "詹 å§Ĩ", + "詹å§Ĩ æĸ¯", + "è¦ģ éĹ»", + "ç» Ĵ", + "æºIJ äºİ", + "çļĦ è´¨éĩı", + "注æĦı äºĭ项", + "æħ¢ æĢ§", + "稳å®ļ çļĦ", + "建设 åĴĮ", + "æĻ¯ 象", + "éĩı åĮĸ", + "çļĦ 話", + "è¯Ħ 级", + "æº ľ", + "红 åĮħ", + "éĢļ éģİ", + "社ä¼ļ 责任", + "æĸ° 产åĵģ", + "åĨ· éĿĻ", + "çľĭ ä¸įåĪ°", + "èģĶ éĤ¦", + "éŃ Ħ", + "çļĦ åīįæıIJ", + "çļĦåīįæıIJ ä¸ĭ", + "è¾ĥ 好", + "çļĦ æĦŁæĥħ", + "客æĪ· æıIJä¾Ľ", + "çĭ¬ èĩª", + "å¢ŀ æĶ¶", + "æĸĩ çĮ®", + "æĭ¼ åij½", + "管çIJĨ åĴĮ", + "æµģåĬ¨ æĢ§", + "åħ¨ 家", + "ä¸Ĭ æĸ¹", + "æݨåĩº çļĦ", + "ä¸ī åĽ½", + "ä¸Ģ个 æĺ¯", + "æĸ° ä¸Ģè½®", + "æĸĩåĮĸ éģĹ产", + "æ® º", + "大 æ¹¾åĮº", + "éĥ½ éľĢè¦ģ", + "çļĦ å®ŀéĻħ", + "ç· Ĭ", + "大 å¥ĸ", + "åħī èĬĴ", + "便 äºİ", + "çļĦ 表æĥħ", + "æ¼Ķ ç»İ", + "红 åĨĽ", + "å½ĵ æĪij", + "æ²» æĦĪ", + "é¢Ŀ 度", + "éĿ ľ", + "ä»»ä½ķ 人", + "è¡Ĺ 头", + "çī¹ æĸ¯", + "çī¹æĸ¯ æĭī", + "åĮ»çĸĹ æľºæŀĦ", + "ç»Ļ åŃ©åŃIJ", + "è§Ħ 磩", + "è£ ľ", + "çļĦ 身影", + "ä¸ĵ æłı", + "æĿ¥ 临", + "ç«¥ å¹´", + "å¤į èĭı", + "è¨ Ĥ", + "åŀĭ åı·", + "åĽ¾ æ¡Ī", + "ç®Ģ åİĨ", + "æĭ ±", + "èį· åħ°", + "ä»» æĦı", + "æī¿ æİ¥", + "è¿Ļ æīį", + "客 车", + "æľĿ çĿĢ", + "éłħ 缮", + "åı° é£İ", + "çļĦ æĪ¿åŃIJ", + "éª ı", + "æĿ± 西", + "éģĹ ä¼ł", + "è¶Ĭ å¤ļ", + "äºĨ ä»ĸçļĦ", + "ä¸Ĭ åij¨", + "管çIJĨ åĪ¶åº¦", + "失 ä¸ļ", + "çĶ· åıĭ", + "æİ¥ ç§į", + "å¨ģ åIJį", + "çĴ° å¢ĥ", + "åıijçĶŁ åľ¨", + "个 åĽ½å®¶", + "åĪĽæĸ° åıijå±ķ", + "æĶ¹åıĺ äºĨ", + "åģ¥åº· çļĦ", + "åĢ¼å¾Ĺ ä¸Ģ", + "åĢ¼å¾Ĺä¸Ģ æıIJ", + "åĽ¢ ä¼Ļ", + "åģĩ 设", + "åı° ä¸Ĭ", + "è§ĦèĮĥ åĮĸ", + "éĻª åIJĮ", + "座 æ¤ħ", + "åı¯ æĢľ", + "åħĭæĢĿ 主ä¹ī", + "æ³ķå¾ĭ 责任", + "ä¸Ģ é¡¿", + "æĬ¬ 头", + "为 éĩįçĤ¹", + "è¿ľ æ´ĭ", + "éĢı è¿ĩ", + "åħ¨çIJĥ åĮĸ", + "趣 åij³", + "票 æĪ¿", + "æ¯ı 人", + "åIJĦç§į åIJĦæł·", + "äºĨ åĩºæĿ¥", + "ç»Ŀ对 æĺ¯", + "ä¸ĭ å±ŀ", + "ä¸Ģ åıĮ", + "è¿Ļ åĿĹ", + "æĬĹ çĸ«", + "è¦ģ çĤ¹", + "å½¢æĪIJ çļĦ", + "æĪij çľĭ", + "ä¸ĩ éĩĮ", + "èĢĥ çłĶ", + "为 åħ¶", + "æ°ij 宿", + "å¤ļ ä½į", + "大 èĩ´", + "ä»ĺ è´¹", + "åħ¥ æīĭ", + "å±ħ 家", + "æīĢåľ¨ åľ°", + "人 身", + "è¿ĩ å¾Ĺ", + "è¯ķ è¯ķ", + "访 è°Ī", + "åĬł éĩį", + "å°± ä¸įä¼ļ", + "çĶŁäº§ ä¼ģä¸ļ", + "åĽŀ åĽ½", + "åºķ 线", + "赶 åĪ°", + "æĶ¯ éĺŁ", + "æĪij们 éĥ½", + "éĤ® æĶ¿", + "缴 èĩ³", + "éĴ¢ çIJ´", + "åħ ľ", + "çłĶ讨 ä¼ļ", + "æľĪ 亮", + "åĿļæĮģ 以", + "åħ¬å®ī éĥ¨", + "éĴ¢ 管", + "å°ı çĻ½", + "ç½® ä¸ļ", + "èģ ĭ", + "书 åĨĻ", + "æĿ ı", + "éħį æĸ¹", + "èĢĮ åıĪ", + "çijŀ 士", + "çķĮ çļĦ", + "èĢģ 大", + "æĪIJçĨŁ çļĦ", + "å¹² ä»Ģä¹Ī", + "ä¸ĵ项 æĸĹäºī", + "çŃī å¤ļ个", + "èĦ± 离", + "ä¸ī 个æľĪ", + "çłĶ究 åijĺ", + "æĹĭ 转", + "æŀģ èĩ´", + "åħį è´£", + "åħįè´£ 声æĺİ", + "å¾Īå¤ļ çݩ家", + "车 ä¸Ĭ", + "交 äºĴ", + "å·² æĺ¯", + "ä¸Ģ å°ı", + "çļĦ éĩįçĤ¹", + "èĬ± äºĨ", + "ä¸į æĺİ", + "æľīåħ³ è§Ħå®ļ", + "çĬ¹ å¦Ĥ", + "çľ ¸", + "å¯ ¡", + "çļĦ è¡£æľį", + "åĮħ 裹", + "身 åŃIJ", + "å¸ĪèĮĥ 大åѦ", + "äºĭ åħĪ", + "线 æĿ¡", + "æ³ķ åĪ¶", + "åħ» æĬ¤", + "稳å®ļ æĢ§", + "éĤ µ", + "åŀĦ æĸŃ", + "é¡ į", + "èĢĥ åı¤", + "æĿł æĿĨ", + "èĭı èģĶ", + "æ°´ çĶµ", + "åħ·ä½ĵ çļĦ", + "æ¿Ģ æ´»", + "æĪij æł¡", + "åĪļ å¼Ģå§ĭ", + "åĩ¸ æĺ¾", + "ç¦ ¾", + "åħ¼ èģĮ", + "éĢı éģİ", + "åľ¨ 游æĪıä¸Ń", + "社ä¼ļ åıijå±ķ", + "好 çİ©", + "å¹» æĥ³", + "ä¸į 代表", + "注æĦı åĬĽ", + "æ£ į", + "çĶ¨ æīĭ", + "ç¾İ 人", + "许å¤ļ 人", + "å¾Ī æĺ¯", + "çļĦ çłĶåıij", + "æīĵ åĩº", + "åIJĪä¼Ļ 人", + "ä¸Ģ å¤ľ", + "ç¼ĵ ç¼ĵ", + "ä¿® æŃ£", + "æĦŁ çŁ¥", + "ç»Ī 身", + "æ¿Ģ ç´ł", + "çݯå¢ĥ ä¸ĭ", + "次 ä¼ļè®®", + "ç»ıæµİ å¢ŀéķ¿", + "æī Ľ", + "åıij éħµ", + "åĪĨæŀIJ å¸Ī", + "åľ¨ æľªæĿ¥", + "主è¦ģ æľī", + "ä¸Ģ åŃ£åº¦", + "çļĦ 说æ³ķ", + "ä»İæĿ¥ 没æľī", + "è´§ 车", + "缩 å°ı", + "太 è¿ĩ", + "æķĪ åĬĽ", + "ä¸į ä¸ĭ", + "æĬķ 稿", + "èį¯ ä¸ļ", + "ç»Ħ éķ¿", + "ç«Ļ çĤ¹", + "å¾Ī åĸľæ¬¢", + "éIJ µ", + "åĬ¿ 头", + "æ¼ı æ´ŀ", + "æĦ¤ æĢĴ", + "åħħ å®ŀ", + "åĪĽä¸ļ æĿ¿", + "çĪ ª", + "æľª å¿ħ", + "åºķ éĥ¨", + "å¾Ĺ åĪĨ", + "人æ°ij åĮ»éĻ¢", + "äºĮæīĭ æĪ¿", + "å·²ç»ı 被", + "大 楼", + "æĸ° æĪ¿", + "辦 æ³ķ", + "çĶ¨ åĬĽ", + "æĭĵ 宽", + "åĨħ åľ¨", + "æĴŃ åĩº", + "饰 æ¼Ķ", + "ä¹Ł 让", + "ä½ľ çĤº", + "çī©ä¸ļ 管çIJĨ", + "åį´ ä¸į", + "为 ä¸ŃåĽ½", + "å±Ģ åĬ¿", + "ä¸į èĤ¯", + "æľĢ æĸ°çļĦ", + "åı¯ä»¥ éĢīæĭ©", + "æĺ¾ çİ°", + "å°± ç®Ĺæĺ¯", + "åľ¨ æł¡", + "é¾ Ł", + "两 æĿ¡", + "çļĦ å®ŀåĬĽ", + "è¶Ĭ 好", + "她 åľ¨", + "å¿ł è¯ļ", + "ä¹Ł éľĢè¦ģ", + "游æĪı æĵįä½ľ", + "è¶ħ åĩº", + "å¦Ĥæŀľ ä¸į", + "æīĢåľ¨ çļĦ", + "ä½ł è¿ĺ", + "以 åĨħ", + "æľī ä¸Ģå®ļ", + "åı¯ è¾¾", + "è·ij åĪ°", + "åī Ľ", + "建ç«ĭ åģ¥åħ¨", + "æķ´ 车", + "åīį æĸ¹", + "éĹ´ æİ¥", + "çŃ¹ å¤ĩ", + "çĸ² åĬ³", + "离 å¼ĢäºĨ", + "æ± Ŀ", + "éĿ¢ éĥ¨", + "ä¹ĭåīį çļĦ", + "åıĺ 为", + "å¦Ĥæŀľ 说", + "对 ä»ĺ", + "åĿĩ åı¯", + "被åijĬ 人", + "ç²¾ ç¾İ", + "èģļ ä¼ļ", + "çĿĢ æĢ¥", + "è°· æŃĮ", + "ä¸Ģ åı·", + "红 åĪ©", + "ä¼łå¥ĩ 游æĪı", + "å» ĸ", + "è´ ŀ", + "ä¹° åĪ°", + "éŃ ļ", + "ä½ĵ è´¨", + "å°ij äºĨ", + "æ³ī å·ŀ", + "åIJ Ł", + "ç»Ŀ ä¸į", + "é»ij æģ¶", + "é»ijæģ¶ åĬ¿åĬĽ", + "ä¸Ĭ æĺł", + "çļĦè¯Ŀ é¢ĺ", + "ä¸ĩ人 次", + "ä¸ĸ éĹ´", + "çĶ¨ å·¥", + "è´¯ ç©¿", + "å®Ŀ çŁ³", + "ä½ł 好", + "åĪĩ åī²", + "强 åĽ½", + "åĽŀ èIJ½", + "æ°´ æĻ¶", + "模 仿", + "æ´ª æ°´", + "éĢĻ 麼", + "åįģä¸ī äºĶ", + "ä½ ij", + "éĻ Ħ件", + "çļĦ å¢ŀéķ¿", + "éĻĦ å±ŀ", + "çİ° å·²", + "帮 ä½ł", + "éĩij çīĮ", + "é«ĺ åİŁ", + "åľ¨ 家éĩĮ", + "éĺ² èħIJ", + "ç¡®å®ŀ æĺ¯", + "宣 讲", + "天 æīį", + "ç»ıèIJ¥ 管çIJĨ", + "éĶħ çĤī", + "åIJĪ ä¸Ģ", + "è§Ĥ èµı", + "éķ¿ è¾¾", + "主ä¹ī æĢĿæĥ³", + "éĤ£ 麼", + "é£İ äºij", + "为主 çļĦ", + "æļij åģĩ", + "æĮģ ä¹ħ", + "å¼Ĥ åľ°", + "å¼Ģ éŨ", + "模 æĿ¿", + "æī¹ 次", + "ä¸į 便", + "天 çĶŁ", + "åĩł 个æľĪ", + "ä¸ĵ ç§ij", + "åı¦ æľī", + "åħ¬å¸ĥ çļĦ", + "æĩ ·", + "åľº åIJĪ", + "çļĦå¿ĥ æĢģ", + "è¿ĺ 好", + "å®ŀ æĪĺ", + "èĢģå¸Ī çļĦ", + "åħ© åĢĭ", + "åı¯ åľ¨", + "éĤ£ ä½į", + "å¥ł å®ļäºĨ", + "ä¿ĥ éĶĢ", + "æı´ åĬ©", + "ä¸ĩ çī©", + "æĥħ æĬ¥", + "é¦ĸåħĪ è¦ģ", + "æĸĩåĮĸ åĴĮ", + "éĥ½ å·²ç»ı", + "ä¸Ĭ ä¸ĸ纪", + "åĨľ åľº", + "大 æī¹", + "æĺİçĻ½ äºĨ", + "çļĦ æĪIJéķ¿", + "çļĦ æ¯ĶèµĽ", + "失 误", + "åģļ æĪIJ", + "ä»Ĭ天 å°ıç¼ĸ", + "é¢Ĩ è¢ĸ", + "æıIJåįĩ äºĨ", + "å¾IJ å·ŀ", + "ä»į æľī", + "è¿ĩ 滤", + "å¹½ é»ĺ", + "çĥŃ éĩı", + "ä¸Ģ é¦ĸ", + "æ¼Ĥ亮 çļĦ", + "åĩł ç§į", + "åĢ¡ è®®", + "å°±åı¯ä»¥ äºĨ", + "æİĴ åĪĹ", + "éĩį éĩį", + "ä¼ģä¸ļ åĴĮ", + "ä¸ĵ å±ŀ", + "çħ İ", + "亲 æĪļ", + "çĻ¾åĪĨ ä¹ĭ", + "稿 件", + "è¿ĺ å¾Ĺ", + "人 åĵ¡", + "äºī 夺", + "æĽ´ 容æĺĵ", + "大 èĩªçĦ¶", + "鼻 èħ¦", + "太 空", + "åľ° å¤Ħ", + "å¤ ¢", + "ä»ĸ 对", + "å¿ħ å°Ĩ", + "ä¸į å½ĵ", + "严 è°¨", + "åĩº åľº", + "å·²ç»ı æľī", + "é¢Ĩ åĨĽ", + "é«ĺ æ¡£", + "ä¸Ģ æīĢ", + "æł Ĺ", + "让 åѦçĶŁ", + "æĽ¹ æĵį", + "æŁIJ ä¸Ģ", + "伸 åĩº", + "èĬ± åįī", + "æ¸ħ éĨĴ", + "èģĶç³» æĸ¹å¼ı", + "åĪĨ å±Ģ", + "èħ ³", + "æ©¡ èĥ¶", + "éķ¿ å¾Ĺ", + "绿 åľ°", + "è¢ į", + "çļĦ èīºæľ¯", + "女 æľĭåıĭ", + "ä¸Ń è¶ħ", + "离 åŃIJ", + "å¤ļæł· åĮĸ", + "éĺ³ åı°", + "ä½İ 碳", + "ä¸Ģ ç±»", + "çŃīæĸ¹éĿ¢ çļĦ", + "å¾Ĺ 好", + "模 åħ·", + "ä¸ĩ 亿", + "çķĻ æĦı", + "临 æ²Ĥ", + "å°ij éĩı", + "çľĭ åIJij", + "ç»ıèIJ¥ èĢħ", + "çķĻä¸ĭ äºĨ", + "åĿı äºĨ", + "åijĬ åĪ«", + "羣 çIJĨ", + "ç¼´ è´¹", + "æĬĬ ä½ł", + "çļĦ ä»»åĬ¡", + "æĪij 对", + "ä¹° åħ¥", + "çĻ» ä¸Ĭ", + "æľī 两个", + "ä¸Ģ 头", + "æĵį æݧ", + "åħ¨ è¦ĨçĽĸ", + "çĿĢ æīĭ", + "å¢Ļ éĿ¢", + "å¤ļ æĸ¹", + "åı¯çĪ± çļĦ", + "ä¹Ł åı¯èĥ½", + "æľĢ æľī", + "è¿ĻäºĽ éĥ½æĺ¯", + "æĥ ¡", + "å® ®", + "å¾Ī å°ı", + "éĹ®é¢ĺ æĺ¯", + "åĿĩ æľī", + "å¾ģ éĽĨ", + "说 åĩº", + "æľī æĦı", + "é¢ Ĥ", + "æī¬ å·ŀ", + "åķĨä¸ļ 模å¼ı", + "çĶŁ èĤĸ", + "æįIJ 款", + "å² Ĥ", + "ç¾İ æĻ¯", + "è¿ĺ 羣", + "æĭ¥ æĬ±", + "身ä½ĵ åģ¥åº·", + "æ·± å¤Ħ", + "çľ¼ ç¥ŀ", + "çļĦ 形象", + "ä¼ĺ è¶Ĭ", + "å½ĵ æĪIJ", + "åĮº åĪĨ", + "åİ» éĻ¤", + "注 å®ļ", + "å§IJ 妹", + "åĮº åĨħ", + "é© ļ", + "æļĹ ç¤º", + "æĺİ äº®", + "æħ° éĹ®", + "å¸Ĥåľº 份é¢Ŀ", + "çĮª èĤī", + "çļĦ èµĦéĩij", + "åİĨ ç»ı", + "å§ĭç»Ī åĿļæĮģ", + "çĶŁ æľº", + "ä¸į 顾", + "éĩij åĪļ", + "大 声", + "éĻķ 西çľģ", + "é² į", + "åĨľä¸ļ åĨľæĿij", + "æľī 害", + "éŨ è¯Ĭ", + "æ¯ı ä¸Ģ次", + "çļĦ åĽłç´ł", + "é¢Ŀ å¤ĸ", + "åİ¿ 级", + "çļĩ åIJİ", + "åĽ½ ä¼ģ", + "é¦ĸ éĢī", + "ç¼ĸ åĨĻ", + "æĭ¿ èµ·", + "åģ· åģ·", + "ä¸İ ä¸ŃåĽ½", + "åįĸ 家", + "ç»Ļ ä»ĸ们", + "ç¥ŀ è¯Ŀ", + "åѸ æł¡", + "æĪij ä¸Ģ缴", + "çŁ¥éģĵ äºĨ", + "åį Ĵ", + "åĴĮ åľ°åĮº", + "ä»Ģä¹Ī éĥ½", + "çĶ» 家", + "æľ¬ çĿĢ", + "ä½Ļ åIJį", + "审 çIJĨ", + "ä¸Ģ åIJij", + "åıijå±ķ è¶ĭåĬ¿", + "åĮº éĹ´", + "注åĨĮ èµĦæľ¬", + "çIJ ¦", + "ä¸į åı¯ä»¥", + "çļĦ åĦ¿åŃIJ", + "åĢ¼ çıŃ", + "ä¸¥æł¼ çļĦ", + "å®ŀä½ĵ ç»ıæµİ", + "æľī æĿĥ", + "æĪij åıĪ", + "éĵ¶ æ²³", + "ç«ĭ 马", + "æĿĢ äºĨ", + "åĮħ 容", + "管 家", + "身 é«Ķ", + "éĵ ħ", + "å°ı åŃIJ", + "管çIJĨ ç³»ç»Ł", + "æľīçļĦ 人", + "é£İ çĶµ", + "æĻºèĥ½ åĪ¶éĢł", + "ç²¾ ç¡®", + "æĭĽåķĨ å¼ķ", + "æĭĽåķĨå¼ķ èµĦ", + "äºĮæīĭ 车", + "åİ¿ å§Ķ", + "èīº 人", + "å¥ ķ", + "è¿İ æĿ¥äºĨ", + "ç»ĵæĿŁ äºĨ", + "çļĦ ä¼łç»Ł", + "æĭ¼ æIJı", + "奥 迪", + "çĸij æĥij", + "ä¹ĭ æĹ¥èµ·", + "æłĩå¿Ĺ çĿĢ", + "åľ° åįĢ", + "è¯ł éĩĬ", + "åĪ° æľŁ", + "åħ¨ éĥ½", + "çŁŃ æļĤ", + "æĺ¯ æĪijåĽ½", + "æĪij å·²ç»ı", + "æ»´ æ»´", + "天 èµĭ", + "对 她", + "åį«çĶŁ éĹ´", + "çĶŁäº§ åŁºåľ°", + "æĹ¥ è®°", + "çļĦ æķĻåѦ", + "åĵ ĩ", + "æ°ij äºĭ", + "è¿ĺ åİŁ", + "æīĭ ä¸ŃçļĦ", + "çļĦ èī¯å¥½", + "æ· «", + "ä¸Ńåħ± ä¸Ń央", + "åĪ ĥ", + "åĵ Ħ", + "åľ¨ ä»ĸçļĦ", + "å°Ī æ¥Ń", + "åľº éĿ¢", + "éĤ» å±ħ", + "çĹ Ĵ", + "å¦ Ħ", + "å¤ĸ ç§ij", + "ä¸į éĢĤ", + "举åĬŀ çļĦ", + "é Ĥ¹", + "åħļçļĦ 建设", + "çĻ¼ 表", + "è·¨ çķĮ", + "æ²ī æ·Ģ", + "大 çīĩ", + "è¶Ĭ é«ĺ", + "å°Ĩ æĺ¯", + "è§ī éĨĴ", + "åĤ¨ åŃĺ", + "å¢ŀ 大", + "ä¸į 让", + "æķ´ å½¢", + "å¹³åı° ä¸Ĭ", + "åĩł ä½į", + "è¯ī æ±Ĥ", + "好 ä¸į好", + "åľ į", + "æĸĩ æľ¬", + "éĢ² åħ¥", + "ç´ į", + "æł¹ æĵļ", + "èįī æ¡Ī", + "åħŃ ä¸ª", + "åĭ ¿", + "åĪ¶ æĪIJ", + "饮 æ°´", + "æ°¸ æģĴ", + "èĩª æĿĢ", + "åı¸ 马", + "éļ¾ çĤ¹", + "为 æĪij们", + "å¼ §", + "åī© ä¸ĭçļĦ", + "åĩĨå¤ĩ 好", + "çļĦ æľĢä½³", + "èģĶåIJĪ ä¼ļ", + "æĤ£èĢħ çļĦ", + "æĪijä¸į çŁ¥éģĵ", + "ä¸ĭ ä¸Ģ个", + "åıijå±ķ æĸ¹åIJij", + "ç¬ ¨", + "æīĢ以 æĪij们", + "åĨĻ äºĨ", + "éĢł æĪIJäºĨ", + "æ²Ļ æ¼ł", + "çŃĽ éĢī", + "çģ¾ åĮº", + "ä¸Ĭ çľĭ", + "éħ ¶", + "æ»ļ åĬ¨", + "éļ¾ åħį", + "åIJī åĪ©", + "ä¸Ģ ä¸Ģ", + "ç²¾ å¯Ĩ", + "伸 æīĭ", + "礼 仪", + "åħ¨ æĺ¯", + "è¶Ĭ 大", + "ä¸Ń æłĩ", + "åıĸ åĨ³", + "åıĸåĨ³ äºİ", + "éĢĶ ä¸Ń", + "讨 åİĮ", + "æīĭ åĨĮ", + "第 ä¹Ŀ", + "åŃĶ åŃIJ", + "çĦ¶ å¾Į", + "ä¸Ģ åħ±", + "æµ· æĬ¥", + "款 å¼ı", + "æķ´ 天", + "è¾¹ çķĮ", + "è·¯ è¾¹", + "æĻĭ 级", + "åIJIJ 槽", + "çļĦ åħ³æ³¨", + "æĪij 没æľī", + "å°±æĺ¯ åľ¨", + "缮 çļĦæĺ¯", + "åį³ä½¿ æĺ¯", + "顶 å°ĸ", + "å·²ç»ı åľ¨", + "å®īåħ¨ éļIJæĤ£", + "æłĩ æĿĨ", + "åįĹ éĢļ", + "ä¼ļ 对", + "座 ä½į", + "èµ¢å¾Ĺ äºĨ", + "åİŁæĿ¥ çļĦ", + "身 为", + "书 åºĹ", + "è¢Ń åĩ»", + "ä»Ĭ æĻļ", + "以 èī²", + "以èī² åĪĹ", + "æĬĸ éŁ³", + "åį´ 没æľī", + "丧 失", + "çļĦ å±ĢéĿ¢", + "åįģåĽĽ äºĶ", + "çŃī 缸åħ³", + "æ±ĩ æĢ»", + "å¤ĸ 表", + "为 æ°ij", + "éľĩ æĥĬ", + "å¥Ĺ è·¯", + "çĬ¯ç½ª å«Įçĸij", + "å°Ĩ 以", + "çİĩ é¢Ĩ", + "éħĴ åIJ§", + "è¡Įä¸ļ åıijå±ķ", + "å¹´ èĩ³", + "åĻ¨ æĿIJ", + "åĴĮ æĬĢæľ¯", + "æľĢ å°ı", + "è¿Ļä¸Ģ åĪĩ", + "èģĮ 称", + "å½ĵ ä½ľ", + "æİĢ èµ·", + "åĴ ĭ", + "ä¸Ń éĥ¨", + "æīĭ èĩĤ", + "ç½¢ äºĨ", + "媳 å¦ĩ", + "æ´½ è°Ī", + "æĹ¶ä»£ ä¸ŃåĽ½", + "人çĶŁ çļĦ", + "æŀģ éĻIJ", + "ç¦ Ħ", + "åĮº æĶ¿åºľ", + "æľ¬ éĴ±", + "礼 åĵģ", + "çļĦ éĤ£ä¸ª", + "侦 æŁ¥", + "太å¤ļ çļĦ", + "å®ŀæĸ½ æĸ¹æ¡Ī", + "é«ĺ æłĩåĩĨ", + "æĮĩæĮ¥ éĥ¨", + "åĢ¾ æĸľ", + "çī¹èī² 社ä¼ļ", + "çµIJ æŀľ", + "éĴ» çŁ³", + "移 æ¤į", + "çī¹ ç§į", + "èĩª æĦ¿", + "æĭľ çĻ»", + "åįķ 身", + "åį´ åıĪ", + "åĪ¥ 人", + "åIJĪ è§Ħ", + "æľº çĶµ", + "çī¹ æĦı", + "å½ĵåīį ä½įç½®", + "ä¹° 家", + "åIJĪ 约", + "èĤ© èĨĢ", + "为 åĩĨ", + "家 è£ħ", + "çļĦ çĥŃæĥħ", + "éĿŀ éģĹ", + "çļĦ éŃħåĬĽ", + "åİŁ åijĬ", + "社ä¼ļ åIJĦçķĮ", + "ä¹° çļĦ", + "å¤ļ åIJĥ", + "éĽķ å¡ij", + "èµ· ä¹ī", + "åĬł åī§", + "éĤ£ä¸Ģ åĪ»", + "å°Ĩ è¿Ľä¸ĢæŃ¥", + "æ¡Ĥ æŀĹ", + "æĽ´ 强", + "对 ä¼ģä¸ļ", + "æĹł æĦı", + "ä¹łè¿ijå¹³ æĸ°", + "æµģ 失", + "å¾® 软", + "缸 对äºİ", + "座è°Ī ä¼ļ", + "主 èIJ¥ä¸ļ", + "主èIJ¥ä¸ļ åĬ¡", + "ç§ģ åĭŁ", + "å±ķ示 äºĨ", + "常æĢģ åĮĸ", + "è² ´", + "符 åı·", + "å¹´è½» çļĦ", + "å°± éľĢè¦ģ", + "ä¹Ł æĽ¾", + "çļĦæĥħ 绪", + "è¾¾ æłĩ", + "èĩ ¨", + "ä½į å±ħ", + "ä»ħ 为", + "é¦ĸ 家", + "éĺ´ éĺ³", + "ä¸įåĨį æĺ¯", + "åĽłä¸º å®ĥ", + "ä¼ģä¸ļ åľ¨", + "çĺ ¾", + "åIJ¬ è§ģ", + "åİŁ æľī", + "åĪ¶ è£ģ", + "å¯Ĥ å¯ŀ", + "éĢļè¿ĩ 对", + "æ»ij éĽª", + "è¿Ļ å¼ł", + "çļĦ çIJĨ解", + "æĸ° ä¸ŃåĽ½", + "è¿Ļ åĦ¿", + "ä½İ ä»·", + "æĥ³ è¿ĩ", + "çļĦ ä¿¡å¿ĥ", + "建çŃij çī©", + "çļĦ é¢ľèī²", + "ä¸į åºĶ该", + "æĹłçĸij æĺ¯", + "å¼ķèµ· äºĨ", + "åħ¨ åijĺ", + "æĿ° åĩº", + "è¿Ļæĺ¯ æĪij", + "èª °", + "èĺ ĩ", + "éĺµ åľ°", + "åħħ åĢ¼", + "çŁ¿ ä¸ļ", + "çĿĢ ä»ĸ", + "ä¿¡ 访", + "ä¸ĩ è¾¾", + "æij© æĵ¦", + "å¼Ģ 端", + "èı² å¾ĭ", + "èı²å¾ĭ 宾", + "车 åŃIJ", + "æľ¬èº« çļĦ", + "çģ«è½¦ ç«Ļ", + "常 å·ŀ", + "为 代表", + "为代表 çļĦ", + "广 çĶµ", + "亲 人", + "åı³ æīĭ", + "éĽĨ è£ħ", + "éĽĨè£ħ ç®±", + "çļĦ åį°è±¡", + "æ©Ł æľĥ", + "åĮĨ åĮĨ", + "åħī çĶµ", + "大 æĸ¹", + "è¿ĺ æľª", + "åĪ© 好", + "ç»Ŀ 大å¤ļæķ°", + "åľ¨ è¿Ļç§į", + "ä¸Ģ ç»Ħ", + "æĸ° èĤ¡", + "转 åıij", + "æ³ķ åºŃ", + "æĹł æīĢ", + "éģĵ è·¯ä¸Ĭ", + "çŁ¿ å±±", + "èij ī", + "æĶ¶ åĽŀ", + "称 ä¹ĭ", + "称ä¹ĭ 为", + "æıŃ éľ²", + "åı£ 岸", + "åIJ ¼", + "å¿ĥ æĥ³", + "çļĦ 梦æĥ³", + "éĽ ¯", + "ä¹ĭ åĪĿ", + "å¥ĸ 项", + "订 éĺħ", + "èĵĿ 天", + "åĿ¦ åħĭ", + "ç«ĭ æ¡Ī", + "èģĶ æīĭ", + "ä½Ĩæĺ¯ æĪij", + "帮 æĪij", + "ä»ħ 代表", + "说 æĪij", + "çļĦ è¶ĭåĬ¿", + "æ¯Ķè¾ĥ 大", + "èµ° å»Ĭ", + "éĩįçĤ¹ é¡¹çĽ®", + "èµĮ åľº", + "åIJį çīĩ", + "æĦŁ åı¹", + "åľ¨ åľ°ä¸Ĭ", + "åıij çĥŃ", + "èĮĥ çķ´", + "çļĦ éģĵè·¯", + "éĩij èī²", + "ä»ĸ åıĪ", + "ä¼ļ 产çĶŁ", + "æ°ij åĽ½", + "å®ĺæĸ¹ ç½ijç«Ļ", + "æĶ¶çĽĬ çİĩ", + "çļĦ åĪ°æĿ¥", + "çļĦ åĬŀæ³ķ", + "æĶ¹ åĪ¶", + "ä¸ĩ ç§ij", + "ä¸į äºĪ", + "è¿ĻäºĽ éĹ®é¢ĺ", + "çĪ± ä¸Ĭ", + "çIJĥ åľº", + "è´£ 令", + "æİĪ 课", + "åľ¨ é¦Ļ港", + "ç»Ĩ èħ»", + "å¤ļ ä¸ĩ", + "åIJĮ å¹´", + "大 使", + "æĸ ĭ", + "ä¹Ł 为", + "æĥł å·ŀ", + "åIJī 祥", + "çĶ° åĽŃ", + "åĽ½å®¶ éĺŁ", + "éĩį çĶŁ", + "åľ¨ åħ¶", + "é¦Ļ åij³", + "è´Ł èį·", + "亲 åĪĩ", + "èĩª 豪", + "没 éĶĻ", + "åĽłä¸º åľ¨", + "æĺŁ æĺŁ", + "éĤ ij", + "è¿ĺæľī å¾Īå¤ļ", + "æij© æīĺ", + "æij©æīĺ 车", + "æŃ¥ è¡Į", + "管çIJĨ ä½ĵç³»", + "èĦļ ä¸ĭ", + "éģİ åİ»", + "æ±ī è¯Ń", + "对 ä¸įèµ·", + "çļĦ ç»ıåİĨ", + "åıĬ 缸åħ³", + "ä¸įå°ij 人", + "éĩį ç£ħ", + "åĬ³åĬ¨ èĢħ", + "大åĬĽ åıijå±ķ", + "æĢİä¹Ī åģļ", + "çĭĹ çĭĹ", + "举åįĹ äºļ", + "åĭĩ äºİ", + "åħ¬ éĸĭ", + "çĵ· çłĸ", + "åıĤ çħ§", + "广æĴŃ çĶµè§Ĩ", + "举 åĬ¨", + "æ±Ł 西çľģ", + "æķĪ èĥ½", + "åĶ¯ æľī", + "éĿ¢ è²Į", + "èĩªåĬ¨ 驾驶", + "æ¦ľ åįķ", + "å½ĵ æĪij们", + "仲 è£ģ", + "æľ¨ æĿIJ", + "ç±³ åħ°", + "çĻ½ éĵ¶", + "çļĦ 人éĥ½", + "å°± åĥıæĺ¯", + "æŃ¥ åħ¥", + "åįł çĶ¨", + "åĩ» è´¥", + "让 大家", + "ä¼ļ è®©ä½ł", + "åİ¿ æĶ¿åºľ", + "è¦ģ çĶ¨", + "çŃī å½¢å¼ı", + "åįĩ é«ĺ", + "责任 æĦŁ", + "å¤ĩ çĶ¨", + "ä»ĸ 认为", + "æ¸ħåįİ å¤§åѦ", + "ä»ĸ èĩªå·±", + "éĸ± è®Ģ", + "太平 æ´ĭ", + "éĶģ å®ļ", + "çŃ Ĩ", + "è¿Ļ çīĩ", + "æī§ æĶ¿", + "è¿ĶåĽŀ æIJľçĭIJ", + "å°± æѤ", + "éģĩ åĪ°äºĨ", + "å¼Ģå¹ķ å¼ı", + "管çIJĨ éĥ¨éŨ", + "姿 åĬ¿", + "设 æĥ³", + "åĽĽ åŃ£", + "æĬĢæľ¯ 人åijĺ", + "å·® çĤ¹", + "è¾ŀ èģĮ", + "èĢģ 師", + "çļĦ æĦŁåıĹ", + "ä¹Ł éĿŀ常", + "å¹´ ä¸ĬåįĬå¹´", + "æĢª çī©", + "èĮĥ æĸĩ", + "æĪĺ å½¹", + "åIJ« ä¹ī", + "åħ¨ è¿ĩç¨ĭ", + "èĢĮ éĿŀ", + "éĢļ讯 åijĺ", + "è¿Ļæł· æīįèĥ½", + "æľº ç»Ħ", + "è£ ı", + "çķ¶ çĦ¶", + "èµĮ åįļ", + "åIJĦ æľī", + "å·¥ä½ľ æľºåĪ¶", + "äºĭ åIJİ", + "åī§ éĻ¢", + "å±Ĭ æŶ", + "åĺ´ éĩĮ", + "主 线", + "ä¸Ģ åľĪ", + "主è¦ģ åİŁåĽł", + "å°¸ ä½ĵ", + "åĮ»çĸĹ åĻ¨æ¢°", + "ä½ł æĢİä¹Ī", + "ä½Ĩ çĶ±äºİ", + "æŶ 空", + "çĶ· æľĭåıĭ", + "çĶľ èľľ", + "é«ĺ åľ°", + "æĻ ĸ", + "èĴIJ éĽĨ", + "åĩĿèģļ åĬĽ", + "å¤ĩ åıĹ", + "æĸĩ åĪĽ", + "马 æĿ¥", + "马æĿ¥ 西äºļ", + "æŁ´ æ²¹", + "使 人", + "æķĻ ä¼ļ", + "ç§ĭ 天", + "æĺİ çıł", + "åħŃ åįģ", + "çݯå¢ĥ ä¸Ń", + "æ¸ħ æĻ¨", + "积æŀģ åıĤä¸İ", + "å·ħ å³°", + "为 æľŁ", + "çŃ¾ åŃĹ", + "æĦŁ æ¿Ģ", + "ç§ĭ åŃ£", + "æĿij åŃIJ", + "æ¢ħ 西", + "æļ´ 鼨", + "çĶŁæ´» åľ¨", + "çªĹ æĪ·", + "æģ¶ åĬ£", + "纯 ç²¹", + "åľ¨ æİ¥åıĹ", + "没 èĥ½", + "è¡Į 人", + "åĭ º", + "æĭ¨ æīĵ", + "ä½ľ åĩºäºĨ", + "çļĦ 主é¢ĺ", + "æľª ä¾Ĩ", + "ä¸Ń æľĢ", + "æ¾ ľ", + "é«ĺ è¡Ģåİĭ", + "åħ´ èµ·", + "æŃ£ èĥ½éĩı", + "åŁ¹è®Ń çıŃ", + "æİ¥ åħ¥", + "çĦ¶åIJİ åĨį", + "åѦçĶŁ 们", + "é¢ĨåħĪ çļĦ", + "çģ« çĥŃ", + "ä¸ĵ èģĮ", + "æĪĸèĢħ 说", + "建 è¨Ń", + "é» ı", + "对 åħ¬åı¸", + "çī¹ æľīçļĦ", + "åħī èį£", + "å½ĵ åľº", + "éĿ¢ åŃIJ", + "èµĦ产 管çIJĨ", + "æĹ¶æľŁ çļĦ", + "çŀ İ", + "åįİ ä¸ľ", + "åıĪ ä¸Ģ次", + "èĥİ åĦ¿", + "å®ļ çĤ¹", + "头 çĹĽ", + "液 ä½ĵ", + "æĺ¯ä¸Ģ ä½į", + "帽 åŃIJ", + "å¹´ èµ·", + "ä¸į ä½İäºİ", + "è¾ĥ å°ij", + "éĿ¢ä¸´ çĿĢ", + "å±Ĥ å±Ĥ", + "èĿ´ èĿ¶", + "èī° èĭ¦", + "éĺ¿ æł¹", + "éĺ¿æł¹ å»·", + "æ¦Ĥ æĭ¬", + "请 éĹ®", + "èµ· åºĬ", + "å±Ģ å±Ģéķ¿", + "稳 åģ¥", + "å¦Ĥæŀľ æĪij们", + "éħĴ ç²¾", + "æĪ· åı£", + "æĦŁ æĤŁ", + "æĪij们 éľĢè¦ģ", + "æĬĢ èīº", + "èĩª åªĴä½ĵ", + "è¿Ľ åĮĸ", + "æ¿ĢçĥĪ çļĦ", + "ä½ĵ 温", + "èļ ķ", + "èĩ´ è¾ŀ", + "宪 æ³ķ", + "ä¸Ģ çŃīå¥ĸ", + "çĵ¶ é¢Ī", + "æĥł æ°ij", + "èµ° è·¯", + "çİ° ä»»", + "åķĨ éĩı", + "ä¸ĭ 车", + "åĪ ł", + "責 ä»»", + "èŀįåIJĪ åıijå±ķ", + "ç´ł æĿIJ", + "æ²¹ ä»·", + "åģļ 人", + "çŀ ª", + "æĶ¹éĿ© åĪĽæĸ°", + "çļĦ åĮºåĪ«", + "è·¨å¢ĥ çĶµåķĨ", + "æ¶īåıĬ åĪ°", + "æīĺ 管", + "æĪij è¿ĺæĺ¯", + "åĿIJ æłĩ", + "ç½ij 讯", + "å½ĵåľ° çļĦ", + "追 溯", + "åľŁ èĢ³", + "åľŁèĢ³ åħ¶", + "åºķ ä¸ĭ", + "åĩł åįģå¹´", + "ç©¿ è¿ĩ", + "çĶŁæĢģ æĸĩæĺİ", + "æݨ èĸ", + "æݨèĸ ¦", + "éł Ĩ", + "åĴ³ åĹ½", + "åĪĨ æĪIJ", + "çĹķ 迹", + "æĪ· ç±į", + "éĥ½ ä¸įèĥ½", + "æĻļ ä¼ļ", + "åĢ ©", + "ä½ĵ åĬĽ", + "è¿Ļ个 èģĮä¸ļ", + "æĹł å½¢", + "åıª æĥ³", + "è¿Ľ åıĸ", + "æĿĢ æŃ»", + "èĦ Ĭ", + "äºij åįĹçľģ", + "æľª çŁ¥", + "ç¾İ èģĶ", + "ç¾İèģĶ åĤ¨", + "å¤ĸ å½¢", + "诱 æĥij", + "çĽ £", + "è¡Į 使", + "åłĨ 积", + "çĨŁ ç»ĥ", + "éĺIJ è¿°", + "æľĢ大 éĻIJ度", + "å·¡ æŁ¥", + "夺 åĨł", + "ä¼ģä¸ļ æĸĩåĮĸ", + "çĭ® åŃIJ", + "ä¿Ŀ å®Ī", + "ä¸ºæł¸å¿ĥ çļĦ", + "æī© æķ£", + "åĪ¶éĢł åķĨ", + "æŁĶ 软", + "为ä¸Ģä½ĵ çļĦ", + "游 çİ©", + "çĶŁ çĹħ", + "幫 åĬ©", + "åĶ± æŃĮ", + "æīį åı¯ä»¥", + "宽 æĿ¾", + "è¦ģ æ¯Ķ", + "æĺ¯ æĢİæł·", + "çģ° èī²", + "çİĭ åĽ½", + "æIJħ æĭĮ", + "计 éĩı", + "åij¨åĽ´ çļĦ", + "æĻºèĥ½ æīĭæľº", + "常 åĬ¡", + "常åĬ¡ åī¯", + "é© ´", + "å°Ĩ è¿ij", + "寻 常", + "ä¸ŃåĽ½ å¸Ĥåľº", + "容 åĻ¨", + "å±± ä¸Ĭ", + "èĥĮåIJİ çļĦ", + "亲 å¯Ĩ", + "æīĢ以 说", + "éİ ®", + "çļĦ çIJĨçĶ±", + "大 åŁİå¸Ĥ", + "常 å¹´", + "æĹħ游 ä¸ļ", + "å°±æĺ¯ è¿Ļæł·", + "åĨį æĿ¥", + "é«ĺ ä½į", + "åĨħ 饰", + "æŀĦ éĢł", + "ä¸Ģ èµ·æĿ¥", + "çĶ³ è«ĭ", + "å·²ç»ı å¼Ģå§ĭ", + "çļĦ åĬ¨ä½ľ", + "被 è¿«", + "éģį å¸ĥ", + "åīĸ æŀIJ", + "å°ı äºĭ", + "å¿ĥ ä¸ŃçļĦ", + "ä½ĵåĪ¶ æĶ¹éĿ©", + "çļĩ 家", + "æķĻ åłĤ", + "åIJĥ å®Į", + "åĽ½æ°ij åħļ", + "æĺİç¡® äºĨ", + "åıijå±ķ è§ĦåĪĴ", + "第ä¸Ģ æŃ¥", + "å¾Ĺ èµ·", + "åľ¨ åĵª", + "çļĦ è·¯ä¸Ĭ", + "é» Ķ", + "çķ¶ æĻĤ", + "大åĬĽ æĶ¯æĮģ", + "åıĮ éĩį", + "çŁ¥éģĵ èĩªå·±", + "åIJĪä½ľ åįıè®®", + "æ°Ķ åĬ¿", + "éķ¿æķĪ æľºåĪ¶", + "ç½ķ è§ģ", + "åĽŀ æĿ¥äºĨ", + "ä»ĸ ä¼ļ", + "ä¸Ń æĸ°", + "ä¸Ńæĸ° ç½ij", + "çļĦ åķĨåĵģ", + "èµł éĢģ", + "決 å®ļ", + "å¸Ĥåľº çĽij管", + "çķĻ åѦçĶŁ", + "çĶµ åİĭ", + "äºļ 马", + "äºļ马 éĢĬ", + "è¿ĺæĺ¯ æ¯Ķè¾ĥ", + "ä¿ĥè¿Ľ äºĨ", + "æµģ åħ¥", + "æijĦ åĥı", + "æijĦåĥı 头", + "æıIJ åıĬ", + "åıij æİĺ", + "æī¾ åĩº", + "æ¢Ŀ 件", + "ç¹¼ çºĮ", + "æĪij åĸľæ¬¢", + "å¥ İ", + "æ¦ľ æł·", + "å¼Ģ èĬ±", + "æ²ī éĩį", + "åŁº åĩĨ", + "ä»ħä»ħ æĺ¯", + "轨éģĵ 交éĢļ", + "åĶIJ å±±", + "çŃī ä¸Ģç³»åĪĹ", + "ä¸įè¿ĩ æĺ¯", + "åŃĺåľ¨ çĿĢ", + "èĬ± çĶŁ", + "å¤ ·", + "ç»Ī 究", + "ä¹Łæĺ¯ ä¸Ģ个", + "åįģ åŃĹ", + "èĸª éħ¬", + "伤 å¿ĥ", + "æĺ¥ ç§ĭ", + "åĨ· åį´", + "ç²¾ çģµ", + "çļĦ åľ°åĽ¾", + "æ¯Ķ çī¹", + "æ¯Ķçī¹ å¸ģ", + "æĢ§ åĪ«", + "ä½Ļ ä¸ĩåħĥ", + "ä¸įå¿ĺ åĪĿå¿ĥ", + "å¿ĥ çĸ¼", + "æĽ² 线", + "é«ĺ ä½İ", + "è¦ı å®ļ", + "æĻ¯ èī²", + "è¦ģ 说", + "åħ¬åı¸ å°Ĩ", + "液 åİĭ", + "è¿Ŀ 约", + "åİļ 度", + "åºŀ 大çļĦ", + "è¿ĺæĺ¯ å¾Ī", + "é¦ĸåħĪ æĺ¯", + "çµ ²", + "åĬ¡ å®ŀ", + "並 ä¸Ķ", + "å¢ŀ è¿Ľ", + "ç»Ħç»ĩ å¼Ģå±ķ", + "èµ·æĿ¥ äºĨ", + "è¾ĥ å°ı", + "导 游", + "两 åľ°", + "ç¿ ĺ", + "çģ¿ çĥĤ", + "é£İ éĩĩ", + "æĶ¯ 线", + "æĶ¯çº¿ ä»»åĬ¡", + "娱ä¹IJ åľĪ", + "天津 å¸Ĥ", + "åĮħ åĽ´", + "æľ¬ èµĽåŃ£", + "éĩįè¦ģ 讲è¯Ŀ", + "åıĮ åIJij", + "åįİ ä¸½", + "éĶ ¤", + "åĦ¿ 女", + "åįĸ åĩº", + "ä¾Ĩ 說", + "ä»ĭç»į ä¸Ģä¸ĭ", + "åIJ¦ 认", + "åĭ Ŀ", + "æĻ®éĢļ 人", + "çļĦ åĬ¨åĬĽ", + "涨 åģľ", + "åŁºéĩij 管çIJĨ", + "ä¸Ģ个 éĩįè¦ģ", + "è¿IJ æ²³", + "çħ ŀ", + "è´¢æĶ¿ éĥ¨", + "è¡Įä¸ļ åįıä¼ļ", + "éĥ½ å°Ĩ", + "è¨Ģ 论", + "ä¸ĭ ä¾Ĩ", + "墨 西", + "墨西 åĵ¥", + "åĽłä¸º ä»ĸ们", + "æĢİä¹Ī åĽŀäºĭ", + "åĬłå¤§ 对", + "èĬ Ń", + "çīĮ åŃIJ", + "ä¼ļ 使", + "妹 åŃIJ", + "ç«Ļ éķ¿", + "å¿ħ å¤ĩ", + "æłij æľ¨", + "æģ¶ æĦı", + "æ²³ éģĵ", + "å¯Į è£ķ", + "ç¹ģ åįİ", + "代表 åĽ¢", + "æµij 身", + "é¦ĸ ä½į", + "èĪªç©º åħ¬åı¸", + "鼻 å½±", + "ä¸ĵ è¾ij", + "æ°´ æºIJ", + "ä¸Ń æ¯Ĵ", + "並 ä¸į", + "èĢĮ åİ»", + "é ĥĿ", + "äºİ æѤ", + "æĸĩåĮĸ 建设", + "èĤ¯å®ļ ä¼ļ", + "å¸ĮæľĽ 大家", + "æıı åĨĻ", + "ä½İ è°ĥ", + "æĸ°åħ´ 产ä¸ļ", + "æ·Ħ åįļ", + "æĶ¾ å¼Ģ", + "çļĦ æĢ§æł¼", + "çĸ¾çĹħ çļĦ", + "æķ´ é¡¿", + "线ä¸Ĭ 线ä¸ĭ", + "éĢī 项", + "çļĦ 认åı¯", + "æķ´ é½IJ", + "çĶļ ä¹Ī", + "çľģ åĨħ", + "åı¤ 人", + "æ°ij ä¿Ĺ", + "çī¡ 丹", + "éŨ çªĹ", + "éĤ£ æł·çļĦ", + "çĽijäºĭ ä¼ļ", + "ç¿¡ ç¿ł", + "ç¦ ¹", + "åįĥä¸ĩ ä¸įè¦ģ", + "æĶ¶ 缩", + "çļĦ æĸĩåŃĹ", + "åĴĮ å°ļ", + "æĮĩ 令", + "åħ±äº§ åħļåijĺ", + "çļĦ çĪ¶äº²", + "å®Į å·¥", + "åĬ¡ å·¥", + "马 æĭī", + "马æĭī æĿ¾", + "æµĭ è¯Ħ", + "å² ļ", + "ä¸į åģļ", + "ä¸ĥ å¹´", + "åĿĩ ä»·", + "主 è§Ĥ", + "å¾Ī ä¸įéĶĻ", + "èĤ¡ä¸ľ 大ä¼ļ", + "äºĶ ä¸Ģ", + "é£İ åIJ¹", + "å¼Ģ éĩĩ", + "è¿Ļä¹Ī 大", + "èĥ½ çľĭåĪ°", + "èĢĥ è¯Ħ", + "åį³ 便æĺ¯", + "çݰ代 åĨľä¸ļ", + "æ¯Ķè¾ĥ é«ĺ", + "è¦ģ çľĭ", + "没 äºĨ", + "解 決", + "çݯ æ¯Ķ", + "åĨ² åĬ¨", + "æ·± å¤ľ", + "åĩł åįĥ", + "ä¿ ı", + "ç½ij æ°ij", + "å°± 没", + "ä»ĸ 表示", + "éĩı åŃIJ", + "æĹ©é¤IJ åĬłçĽŁ", + "åįĬ å²Ľ", + "æIJŀ ç¬ij", + "ä¸Ĭ æĬ¥", + "å¯ ©", + "é¢Ħ 订", + "èľĤ èľľ", + "æŁ¥ æī¾", + "ä¼Ĺ æīĢ", + "ä¼ĹæīĢ åij¨", + "ä¼ĹæīĢåij¨ çŁ¥", + "æĹ© æĹ¥", + "åıij æī¬", + "åĴĮ 个人", + "åĬłåħ¥ äºĨ", + "åĸ® ä½į", + "åĪĨ æĺİ", + "第ä¸Ģ æī¹", + "ç¾İ åĨĽ", + "æĿĢ æīĭ", + "éŨ å¤ĸ", + "åķĨ åľĪ", + "ä¸Ģ åĪ»", + "çļĦçľ¼ ç¥ŀ", + "éľ Ħ", + "äºĽ ä»Ģä¹Ī", + "åĬł æ·±", + "æ¯ı ä½į", + "å¸Ĥ éĿ¢ä¸Ĭ", + "åıĶ åıĶ", + "çļĦ éĤ£ç§į", + "粤 港澳", + "è´´ å¿ĥ", + "æĸĩåĮĸ 产ä¸ļ", + "红 æĹĹ", + "åĺī åħ´", + "æĶ¶ çĽĺ", + "å®ĮæĪIJ åIJİ", + "ä¼ģä¸ļ 管çIJĨ", + "纵 横", + "ä¸į ä¿¡", + "æĪIJ éĥ½å¸Ĥ", + "æ´Ĺ 澡", + "举è¡Į çļĦ", + "çĶ¢ çĶŁ", + "ç©¿ ä¸Ĭ", + "åĪļ 好", + "åħī 线", + "æīĵ æŀ¶", + "è¿Ļ æľ¬ä¹¦", + "åĶ®åIJİ æľįåĬ¡", + "åĩł åĪĨ", + "ä¸Ĭ 次", + "ä¸į åĪĨ", + "产 åIJİ", + "éģ¿ å¼Ģ", + "ç»Ī æŀģ", + "代表 大ä¼ļ", + "æ¼Ķ æĬĢ", + "åĽŀ è´Ń", + "åѦ è´¹", + "éĺ» ç¢į", + "ä¸Ģ大 æī¹", + "ç«£ å·¥", + "åĨ³ å®ļäºĨ", + "ä½Ĩ å¦Ĥæŀľ", + "çĶµ æµģ", + "ä¸Ŀ 毫", + "èĥ½å¤Ł åľ¨", + "éĶĢåĶ® æĶ¶åħ¥", + "åľ¨ åŃ¦æł¡", + "æ°´ åĩĨ", + "è§Ĩ 线", + "èĩª åľ¨", + "åķĨä¸ļ éĵ¶è¡Į", + "为äºĨ 让", + "çį² å¾Ĺ", + "çݩ家 æľĭåıĭ", + "éĿ¢ èĨľ", + "åĪĨ åī²", + "åī§ æľ¬", + "ç« Ń", + "说 å¾Ĺ", + "æĥ³ çŁ¥éģĵ", + "çļĦ人 çī©", + "èĮħ åı°", + "åIJĮ ä¸Ģ个", + "æķ°æį® ä¸Ńå¿ĥ", + "çĶ Ħ", + "åĸľ æĤ¦", + "ä¸ĭæĿ¥ çļĦ", + "å®ļ åIJij", + "æŀģ åħ·", + "çļĦ åľŁåľ°", + "éĤ£ åĢĭ", + "æijĦ åħ¥", + "äºĨ æĪijçļĦ", + "马 è·¯", + "åħ¨ 社ä¼ļ", + "è®® æ¡Ī", + "å±ĭ åŃIJ", + "åIJį åı«", + "åĮ ª", + "åľ¨ å¤ĸéĿ¢", + "åįİ åįĹ", + "åıij è´§", + "å¯Ĵ åĨ·", + "é«ĺçŃī æķĻèĤ²", + "详ç»Ĩ çļĦ", + "个 é¡¹çĽ®", + "çĶŁäº§ åĬĽ", + "æŶ 常", + "å°± æľĥ", + "ä¸ĩ èĤ¡", + "éĻĮçĶŁ 人", + "æıı ç»ĺ", + "å½ĵ çĦ¶æĺ¯", + "æĭī åĬ¨", + "éĵ¾ æĿ¡", + "æī£ éĻ¤", + "ä¸Ģ缴 éĥ½", + "å°ı åŃ©åŃIJ", + "伤 åı£", + "第äºĮ å±Ĭ", + "è´Ń ç½®", + "çļĩ 马", + "æĹł èģĬ", + "表 åĨ³", + "诸 å¦Ĥ", + "åĵį èµ·", + "é£İ æļ´", + "ä¸Ģæµģ çļĦ", + "ç ·¨", + "解æĶ¾ åĨĽ", + "室 å¤ĸ", + "å°± è¿Ļä¹Ī", + "å³ ¶", + "æīĢæľī 人éĥ½", + "æIJľç´¢ å¼ķæĵİ", + "çļĦ æĪIJæľ¬", + "åħļ æĶ¿", + "åıijè¡Į 人", + "çļĦ äºĭå®ŀ", + "对 该", + "åıĹ æįŁ", + "ä¿Ħ ä¹Į", + "é²ľ èĬ±", + "åĨľ èį¯", + "æŀģ éĢŁ", + "æĢ¥ æĢ§", + "两 ä¼ļ", + "ä¸ĢèĪ¬ æĿ¥è¯´", + "æµ· é²ľ", + "åĨ Ī", + "çĶ¨ 人", + "çĶ¨äºº åįķä½į", + "åĢ ª", + "åĦª æĥł", + "æł¹ æºIJ", + "åĽ¢ è´Ń", + "ç¾İ æ´²", + "ä¸ĭ è¡Į", + "å¹´ æľ«", + "èľ ¡", + "è¯ģ 件", + "åľ¨ æĪijåĽ½", + "ä¸į åºĶ", + "æĮī æŶ", + "åłª 称", + "åľº ä¸Ĭ", + "å¹²éĥ¨ èģĮå·¥", + "æľī å¾Ī大çļĦ", + "æķ°åŃĹ ç»ıæµİ", + "æ¼Ķ ç»ĥ", + "æį® ç»Łè®¡", + "å¾Ģ æĿ¥", + "广åijĬ æľįåĬ¡", + "çļĦ è·Ŀ离", + "æŃ ¸", + "è¨Ģ è¯Ń", + "被 èªī", + "被èªī 为", + "åĭī 强", + "å°Ĭ æķ¬", + "ä¸ĩ 亿åħĥ", + "ä¸ŃåĽ½ åĽ½éĻħ", + "å¹² é¢Ħ", + "å¹´ 产", + "èĢķ åľ°", + "èĮ İ", + "åį³ æĺ¯", + "æĺ¨ æĻļ", + "æĪIJ为 ä¸Ģ个", + "çºł æŃ£", + "åij½ åIJį", + "é¢ģ å¸ĥ", + "çĮľ æµĭ", + "ä¿ĿèŃ· æĶ¿çŃĸ", + "æĭ ¢", + "æ´» æ³¼", + "çŃī éĥ¨éŨ", + "åѦ åĪ°", + "å¢ŀåĢ¼ ç¨İ", + "èĪª 线", + "åĨ ¤", + "åįģ åĩłå¹´", + "æݧèĤ¡ èĤ¡ä¸ľ", + "ä¸Ģ éŨ", + "个 å·¥ä½ľ", + "ä¸ªå·¥ä½ľ æĹ¥", + "æĸ° 西", + "æĸ°è¥¿ åħ°", + "论 è¯ģ", + "ä» Ĩ", + "åı¦å¤ĸ ä¸Ģ个", + "æĶ¹ ç¼ĸ", + "严 ç¦ģ", + "åĸľ 好", + "个人 ä¿¡æģ¯", + "满æĦı 度", + "åĵ ¨", + "å¸Ī èµĦ", + "æĶ¹ 为", + "ç«ŀäºī 对æīĭ", + "åĩº çĤī", + "åķĨ 人", + "大 æ£ļ", + "æĮĩ导 ä¸ĭ", + "å¦ĩ ç§ij", + "è¼ ª", + "æī ģ", + "åIJĮæŶ è¿ĺ", + "并 éĢļè¿ĩ", + "æĪĺ éĺŁ", + "èĶĵ 延", + "ä¿ ŀ", + "éĢĤå½ĵ çļĦ", + "åīį è¾Ī", + "åĵģ åij³", + "湿 åľ°", + "æĪIJ åŀĭ", + "ä¸į åıªæĺ¯", + "æĥ© ç½ļ", + "åĩºåı° äºĨ", + "çİ© 游æĪı", + "æīį åıijçİ°", + "åºĶ èģĺ", + "å¤ĸ æĿ¥", + "åįł é¢Ĩ", + "å±ķ æľĽ", + "å« Ĥ", + "港 èĤ¡", + "æ¡Į ä¸Ĭ", + "æĶ¯ æŁ±", + "çļĦæĥħ å½¢", + "广éĺĶ çļĦ", + "æĶ¯ è¡Į", + "å´© æºĥ", + "æľĪ ä¸Ń", + "æľĪä¸Ń æŬ", + "ç»į åħ´", + "临 è¿ij", + "æĬ¤ æłı", + "æļ ®", + "åįķ èģĮä¸ļ", + "è¾¹ å¢ĥ", + "æĹ¥ çħ§", + "ä¸Ģ åłĨ", + "缴 å¾Ħ", + "åħ±åIJĮ ä½ĵ", + "æĸ°åįİ ç½ij", + "æīĵ 好", + "çĶµåĬ¨ 汽车", + "ä¸į æĺİçĻ½", + "éĢĻ 裡", + "缼 大", + "çİĭ æľĿ", + "åĨį ä¸Ģ次", + "åĬŀåħ¬ åİħ", + "è´¨ æĬ¼", + "åIJĪ åĩ»", + "人们 对", + "鼶 é£Ł", + "éĥ½ä¸į çŁ¥éģĵ", + "çļĦ è¯Ńè¨Ģ", + "åĭŁéĽĨ èµĦéĩij", + "åĬ¨ èĦī", + "å½ ¤", + "è¿Ļ åĩłå¹´", + "çŁŃ è§Ĩé¢ij", + "太 é«ĺ", + "常 å§Ķä¼ļ", + "åĬł çıŃ", + "éĩį å¿ĥ", + "åªĴä½ĵ æĬ¥éģĵ", + "没 æ³ķ", + "éĹ» åIJį", + "çĥŃ åº¦", + "å¹¿æ³Ľ çļĦ", + "åħŃ å¤§", + "çī© ä½ĵ", + "ä¸į 该", + "é¢ĺ 主", + "精彩 çļĦ", + "为 è¿Ľä¸ĢæŃ¥", + "èĻ ŀ", + "åĽº çĦ¶", + "è´µå·ŀ çľģ", + "çºł ç»ĵ", + "代çIJĨ 人", + "æ³ķå®ļ 代表", + "åı¦ä¸Ģ ç§į", + "ä¸į åIJ«", + "æĭ¯ æķij", + "ä¼ļ ç»Ļ", + "è¯Ĺ è¯į", + "åIJĮ ç±»", + "å¾Ĺ ä¸įåĪ°", + "æĬĵ ç´§", + "以 åħ¶", + "åħ¥ åħļ", + "è¿ĺ åı¯", + "æľŁ åĪĬ", + "å¾Īå¤ļ æŶåĢĻ", + "æĹ¥ åIJİ", + "åħ¬ 约", + "ä¸Ģ 举", + "æ¯Ķè¾ĥ å¤ļ", + "éĩij æ²Ļ", + "æį ŀ", + "æİĴ åĩº", + "æѦ æľ¯", + "ä¸į æĸ·", + "ä¸Ń èĢĥ", + "ä¿¡ èµĸ", + "ä»İä¸ļ 人åijĺ", + "çģ« çĦ°", + "éĨĴ æĿ¥", + "ä½İ 温", + "éĢ¾ æľŁ", + "åĬ± å¿Ĺ", + "éħ ¥", + "åı¯è°ĵ æĺ¯", + "è¿Ļ æĦıåij³çĿĢ", + "é¢ł è¦Ĩ", + "åĮĹ京 大åѦ", + "ä¸ĵ 线", + "åıĬ 以ä¸Ĭ", + "è¨ ª", + "èĢĮ åIJİ", + "çŁ¥ ä¹İ", + "ä¸Ģ对 ä¸Ģ", + "å¨ĥ å¨ĥ", + "çģ¾ éļ¾", + "åħ¨ å±Ģ", + "æīĢå¾Ĺ ç¨İ", + "å®ŀ æĥł", + "èļĤ èļģ", + "ä¹Ł çŁ¥éģĵ", + "温 åĴĮ", + "èIJ½ ä¸ĭ", + "åŀĭ ä¼ģä¸ļ", + "åĨį ä¹Ł", + "ä¾Ľ çĥŃ", + "é«ĺ æ½®", + "çĢı覽 åĻ¨", + "çļĦ 巨大", + "åħĪ 天", + "å¹´ ä¸ŃåĽ½", + "类似 çļĦ", + "çIJĨäºĭ ä¼ļ", + "空 éĸĵ", + "çģµ æĦŁ", + "åĬĽ æ°Ķ", + "带 ä¸Ĭ", + "ä¸į好 æĦıæĢĿ", + "æľī ä½ķ", + "å·² åľ¨", + "åıĸ åĩº", + "è¿Ŀæ³ķ çĬ¯ç½ª", + "åŃ¦ä¹ł 贯彻", + "åľ° 带", + "楼 梯", + "çŃī æĥħåĨµ", + "ä»İ åīį", + "çļĦ ä¹łæĥ¯", + "ç³Ł ç³ķ", + "å°± èĥ½å¤Ł", + "è© ķ", + "ä¸Ģ å¾ĭ", + "æĮ« æĬĺ", + "åİŁæĸĩ åľ°åĿĢ", + "å½ĵ å±Ģ", + "ä¸į éĢļ", + "æķ° åįĥ", + "éĺŁä¼į 建设", + "æŶ èĬĤ", + "åģļ èµ·", + "çļĦ è®°å¿Ĩ", + "ç½ij绾 å®īåħ¨", + "åĩ¡ æĺ¯", + "æ° ¯", + "éĽķ åĪ»", + "åŁĥ åıĬ", + "æĪij åı¯ä»¥", + "çĽij çIJĨ", + "æĽ´ åħ·", + "åŁİ 管", + "èĭ ¯", + "åı¥ åŃIJ", + "èĭ¥ æľī", + "ä»İæĿ¥ ä¸į", + "缸åħ³ è´Łè´£", + "å®īåħ¨ æĦŁ", + "æĽ´ è¦ģ", + "çļĦæĥħ æĦŁ", + "çī¢ çī¢", + "è¾ĥ 好çļĦ", + "æ° ®", + "ç¬ij è¯Ŀ", + "车 å±ķ", + "ä¹ĭ ç¾İ", + "ç®Ģ 约", + "ç±»åŀĭ çļĦ", + "èĢģ åĮĸ", + "çľĭ ä½ł", + "è¿ĩ åĪĨ", + "éŨ åīį", + "ä¸Ģ éĹ´", + "æĥ³ åİ»", + "åª Ľ", + "åľŁ è±Ĩ", + "åıĪ 称", + "ä¸Ń ä¿¡", + "åŃĺ éĩı", + "马 äºij", + "èĩ´ 使", + "åħĪ åīį", + "èĢģ åŃIJ", + "æīĵ æī®", + "æ¯ķä¸ļ äºİ", + "æ¯ķä¸ļ åIJİ", + "ç¾İ好 çĶŁæ´»", + "å·¥ä¸ļ ä¼ģä¸ļ", + "就好 äºĨ", + "èħIJ èļĢ", + "çıį çıł", + "åĪ° è¿ĻéĩĮ", + "æīĢéľĢ çļĦ", + "è¿Ļæĺ¯ åĽłä¸º", + "çIJĨæĥ³ çļĦ", + "å·®å¼Ĥ åĮĸ", + "é ®", + "é® ®", + "äºļ 太", + "æĹł ç©·", + "æıIJ çİ°", + "ä¸ĵä¸ļ æĬĢæľ¯", + "çĶ¢ æ¥Ń", + "åѦ åŃIJ", + "ç§ij å¹»", + "åįłåľ° éĿ¢ç§¯", + "ä¸į åĩĨ", + "æľªæĪIJ 年人", + "æĶ¶ å½ķ", + "è¿ĺ 款", + "éĴ¢ çŃĭ", + "æ¼ ¢", + "å¾Ĺ æĦı", + "综åIJĪ ä½ĵ", + "æŀģ é«ĺ", + "åįķ è¯į", + "é«ĺæķĪ çļĦ", + "骨 头", + "æī§ çĿĢ", + "缼 ä¸ĸ", + "模 çī¹", + "æĽ´ èĥ½", + "ç»Ŀ æľĽ", + "对åºĶ çļĦ", + "æ¨ Ĭ", + "æĸ° ä¸ī", + "æĸ°ä¸ī æĿ¿", + "æģ° æģ°", + "åIJį 家", + "æł¸å¿ĥ æĬĢæľ¯", + "个 å°ı", + "æĢİä¹Ī ä¼ļ", + "说 ä¸įå®ļ", + "西 çĵľ", + "åĵ İ", + "ç¢ Ł", + "å¿ħ ä¸įåı¯", + "å¿ħä¸įåı¯ å°ij", + "ä¹ĭ éĸĵ", + "åĪĨ 管", + "交éĢļ äºĭæķħ", + "å¼Ģ åĬŀ", + "å¾ģæ±Ĥ æĦıè§ģ", + "äº ¨", + "鼻åŃIJ éĥµ", + "鼻åŃIJéĥµ 件", + "ä¿¡æģ¯ æľįåĬ¡", + "ä½ł è§īå¾Ĺ", + "缴 è§Ĥ", + "å·² å®ĮæĪIJ", + "åĪĨ ä¼ļ", + "åĽŀ åįĩ", + "éļ »", + "好 人", + "äºĨ解 ä¸Ģä¸ĭ", + "åį« æµ´", + "æľĢ çĪ±", + "åºŀ 大", + "客 æĪ¿", + "çijŀ åħ¸", + "éĥ½ ä¸įæĺ¯", + "é¤ ¨", + "èĹ ī", + "çļĦ åIJĦ项", + "为 缮æłĩ", + "çļĦ è®¤çŁ¥", + "å½±åĵįåĬĽ çļĦ", + "夸 å¼ł", + "佩 æĪ´", + "æ±ĩ çİĩ", + "çļĦ çĪ±æĥħ", + "æĺ¥ é£İ", + "æĺ¯ æĪijçļĦ", + "æ¨ ¹", + "åįĬ å°ıæŶ", + "å±± åİ¿", + "å±± 西çľģ", + "èĢĮ è¿Ļ", + "æĽ´å¤ļ ä¿¡æģ¯", + "è¿ĺ æľīä¸ĢäºĽ", + "ç²¾ ç»ĨåĮĸ", + "ç¾İ åѦ", + "çĶ± æĸ¼", + "ä»ħä¾Ľ åıĤèĢĥ", + "å¾Ī é«ĺçļĦ", + "åıł åĬł", + "è¿Ļä¹Ī 说", + "å±ķ åĩº", + "åĽĽ å¤Ħ", + "ä¸ĩ 家", + "æĭĽ åĭŁ", + "çļĦ 强大", + "æĤ£ æľī", + "å°ı äºİ", + "ä¹Łè®¸ æĺ¯", + "对 èĩªå·±çļĦ", + "èģĮä¸ļ æķĻèĤ²", + "æĿ¥ è¿Ľè¡Į", + "æ¡£ 次", + "æīĵ èµ¢", + "éĥ½æľī çĿĢ", + "åº ¸", + "è¯Ń æ°Ķ", + "çĶ² éĨĽ", + "空 åĨĽ", + "车 åĨħ", + "åĽłä¸º ä½ł", + "å®ŀ æķĪ", + "æĥħ ä¾£", + "åıijè¾¾ åĽ½å®¶", + "éķľ åŃIJ", + "æ¯į å©´", + "ä½Ĩæĺ¯ ä»ĸ", + "积æŀģ æİ¨è¿Ľ", + "大å¹ħ 度", + "çļĦ 女åĦ¿", + "é¤IJ æ¡Į", + "åIJ¬ å¾Ĺ", + "çļĦ 积æŀģæĢ§", + "好 åIJ§", + "æĹ¥ æ¶Īæģ¯", + "æľī ä»»ä½ķ", + "æ¯Ĵ åĵģ", + "æĹ©çĤ¹ åĬłçĽŁ", + "第ä¸Ģ 天", + "å°½ åĬĽ", + "æł ĸ", + "主 æīĵ", + "æĺ¯ä¸Ģ åIJį", + "çĪĨ æĸĻ", + "äºĭä¸ļ åıijå±ķ", + "å¾® åķĨ", + "äºİä¸Ģä½ĵ çļĦ", + "çĶŁ çĮª", + "èĩªçĦ¶ èµĦæºIJ", + "çŀĦ åĩĨ", + "è§Ħ模 åĮĸ", + "并 ä¸İ", + "èĤ¥ èĥĸ", + "家 çĶ¨", + "大 çĪ·", + "é¢Ħ åijĬ", + "æĿ¥ åģļ", + "éĺ³ åİ¿", + "æŀĦ çŃij", + "é¢ģ å¥ĸ", + "åİĨåı² æĸĩåĮĸ", + "æľįåĭĻ æĪĸ", + "æĢ» åĨ³èµĽ", + "åıij åŀĭ", + "æĪij 羣çļĦ", + "æĽ ¦", + "åıĤ ä¼ļ", + "èĦĨ å¼±", + "åĩĨ åħ¥", + "èħ¹ éĥ¨", + "åı¸ 令", + "æĤ² åī§", + "天 ä¸Ĭ", + "åı£ ä¸Ń", + "ä¸ĩ 个", + "åѦ ä¸ļ", + "æıIJ åĢ¡", + "两 è¾¹", + "大 èĤ¡ä¸ľ", + "åı¤ éķĩ", + "è¡Ģ ç³ĸ", + "çļĦ ç¨ĭ度", + "æ£ī èĬ±", + "åIJİ åı°", + "å°± åĮ»", + "æķ´ æķ´", + "èĴ ²", + "çĽĪåĪ© èĥ½åĬĽ", + "ç± ½", + "èĦ «", + "çľĭ éĩį", + "家 éķ·", + "èģĺ çĶ¨", + "èµĽ éģĵ", + "åīį èĢħ", + "建 èŃ°", + "å¾ĭå¸Ī äºĭåĬ¡", + "èīºæľ¯ åĵģ", + "æľī èĩªå·±çļĦ", + "åIJ¦ å®ļ", + "社 åĽ¢", + "åij¨ äºĶ", + "带 åĪ°", + "å·¥ä½ľ ä¼ļè®®", + "èĤ¡ æľ¬", + "å¤ĸ åĮħ", + "家 åħ¬åı¸", + "çĽij çĭ±", + "èĪ Ĭ", + "åIJį æł¡", + "西 æ¹ĸ", + "è¶ħè¿ĩ äºĨ", + "åįĹ å±±", + "ç»Ħ 件", + "åĢ¼å¾Ĺ 注æĦı", + "æĮ£ æīİ", + "äºĭ 迹", + "ç¶ĵ çĩŁ", + "ç§ij 室", + "好 åIJĹ", + "æ¤ħ åŃIJ", + "åľĪ åŃIJ", + "ä½Ĩ 她", + "æµģ çķħ", + "åIJĦèĩª çļĦ", + "èģĮ åijĺ", + "è¡į çĶŁ", + "åħ¨ åľº", + "æĴ¤ éĶĢ", + "åį´ 被", + "å®ģ éĿĻ", + "åīį æīĢ", + "åīįæīĢ æľª", + "åīįæīĢæľª æľī", + "主 ä¸ļ", + "åĮĹ ç¾İ", + "è¯Ħ å®ļ", + "åĵģ å°Ŀ", + "大家 éĥ½åľ¨", + "主 å¸ħ", + "ç»Ĩ å¿ĥ", + "ä¿¡æģ¯ æĬ«éľ²", + "çļĦ ç«ŀäºī", + "éĢĻ樣 çļĦ", + "ç§ijåĪĽ æĿ¿", + "éĩĩ æijĺ", + "票 æį®", + "éĢIJ å¹´", + "èĭ± è¶ħ", + "è¡Įä¸ļ åĨħ", + "人 寿", + "åIJİ åĭ¤", + "å¦Ĥ æĦı", + "ç¬Ķ è¯ķ", + "æ·¡æ·¡ çļĦ", + "ä¸į èĪĴæľį", + "ä½ĵ 积", + "ä¹Łä¸į è¦ģ", + "éĿ¢ æĸĻ", + "æł· æľ¬", + "ç¥ ģ", + "æĮī è§Ħå®ļ", + "大æ¦Ĥ æĺ¯", + "æĥħåĨµ è¿Ľè¡Į", + "åIJĦ åįķä½į", + "çļĦ ç¬ij容", + "åĩºèī² çļĦ", + "代表 æĢ§", + "çļĦ ç¾İ好", + "éĴ ¦", + "å¾® çĶŁçī©", + "è¶Ĭ æĺ¯", + "æĸ¹ åı¯", + "å¹² èĦĨ", + "éģĬ æĪ²", + "çļĦ åħ´è¶£", + "éĹ® è´£", + "åĽłä¸º æĪij们", + "èĢĥ éĩı", + "çĶŁ çĶŁ", + "éĺ» åĬĽ", + "ä¸į åħģ许", + "æıIJ è®®", + "åĩı æĮģ", + "åıªæĺ¯ ä¸Ģ个", + "æĪij æĬĬ", + "åıijçİ° èĩªå·±", + "å¢ŀ å¹ħ", + "å¦ į", + "èĹĿ è¡ĵ", + "ä¸Ģ家 人", + "åĪĨ 级", + "çļĦ æķ°éĩı", + "è½® èŀįèµĦ", + "çŃī åĽłç´ł", + "大 夫", + "èģĺ 请", + "é£İ æľº", + "绽 æĶ¾", + "ä»»ä½ķ ä¸Ģ个", + "éł Ĥ", + "éĺ¶ çº§", + "æĬĬ 她", + "è¿Ľ åĨĽ", + "èĥ½ åģļåĪ°", + "åŁ¹è®Ń æľºæŀĦ", + "çī© æĸĻ", + "ç«¥ è¯Ŀ", + "æĮĩ导 æĦıè§ģ", + "éĺ ®", + "æ·±åħ¥ æİ¨è¿Ľ", + "主 æľº", + "æ¸Ķ ä¸ļ", + "ä¸į æľį", + "æµĵ éĥģ", + "è¡Ĺ ä¸Ĭ", + "ä¾Ŀ 次", + "æŶ 段", + "æ¢ µ", + "çļĦ åĸľçĪ±", + "å¾Ī éķ¿", + "åĪĿ 级", + "æŀľ æĸŃ", + "æĬ¢ æķij", + "é¼ĵ èĪŀ", + "ä¾Ľ éľĢ", + "æ·±åħ¥ å¼Ģå±ķ", + "产ä¸ļ éĽĨ群", + "åĻª éŁ³", + "åIJ¬ çĿĢ", + "æ·±åĪ» çļĦ", + "å¿į åıĹ", + "çĶµ ç£ģ", + "强 èĢħ", + "æ»ĭ åij³", + "æĽ¼ èģĶ", + "åı¯ä»¥ 缴æİ¥", + "大 ç±³", + "æŃ· åı²", + "æĶ¿åĬ¡ æľįåĬ¡", + "åħ¬ å¼ı", + "社 群", + "éģĵ士 èģĮä¸ļ", + "ä¹ĭ æĥħ", + "æµ· æ°´", + "æ¼Ķ å¥ı", + "åºĹ éĩĮ", + "迹 象", + "åıijå±ķ çIJĨ念", + "é«ĺ 空", + "åij¨ åĪĬ", + "åĽŀ åĪ°äºĨ", + "ä¸į éĢĤåIJĪ", + "åłµ å¡ŀ", + "åĬ Ī", + "æ°´ ä¸Ĭ", + "çĢij å¸ĥ", + "纳ç¨İ 人", + "çĩĥ æ²¹", + "å·¥ç¨ĭ é¡¹çĽ®", + "峡 è°·", + "æľī éĴĪ对æĢ§", + "åľĨ å½¢", + "æľ¬ å¸Ĥ", + "è¿Ļ è¯Ŀ", + "管çIJĨ èĢħ", + "ç¡®è¯Ĭ çĹħä¾ĭ", + "æĬĬ æīĭ", + "彩 èī²", + "ä¸Ĭ åīį", + "夯 å®ŀ", + "ç¾Ĭ èĤī", + "å¾Ģ å¹´", + "æĵħ èĩª", + "è¿· 人", + "èĪª æ¯į", + "ç²¾ ç»Ĩ", + "åľ¨ æĪijçļĦ", + "åĪĽ æĬķ", + "麦 åħĭ", + "æľĪ ç»ı", + "åĮĹ æµ·", + "ä¹ĭ æĺŁ", + "åı¶ åŃIJ", + "å¸Ĥåľº ç«ŀäºī", + "è¿Ļ äºĭ", + "åıĥ èĪĩ", + "产 åľ°", + "åĶ ī", + "åķĨåĵģ æĪ¿", + "èĪª è¿IJ", + "ä¼ĺ å¼Ĥ", + "ä»ĸ们 æĺ¯", + "鼨 æ°´", + "è¯į æ±ĩ", + "åĨľ çĶ°", + "欧 éĺ³", + "çŁŃ 线", + "管 ç½ij", + "æł¹ åŁº", + "åıªæľī ä¸Ģ个", + "éŀĭ åŃIJ", + "å¸Ĥ å§Ķ书记", + "åĪ» æĦı", + "è¡Į 车", + "åıĪ 被", + "åı¯éĿł æĢ§", + "è´ ±", + "ä»» åij½", + "åºĶ åľ¨", + "å°± å¾Ĺ", + "æľįåĬ¡ ä½ĵç³»", + "æĶ¿ æĿĥ", + "åıijè¨Ģ 人", + "è¿ĩ å¾Ģ", + "两 åıª", + "èĻ½ 说", + "éĢģ ä¸Ĭ", + "ä»Ģä¹Ī äºĭ", + "æķ£ æĸĩ", + "æİĮ æݧ", + "èĸĦ å¼±", + "ä¸ĭéĿ¢ å°±", + "主è¦ģ åĨħ容", + "å¾Ī éĩįè¦ģçļĦ", + "å°± 说", + "çĻ½èī² çļĦ", + "éĤ£ä¸ª æŶåĢĻ", + "ç»ı纪 人", + "çļĦ æ¯į亲", + "ç¬Ķè®° æľ¬", + "åºķ å±Ĥ", + "è¿ij 代", + "解 说", + "è²ł 責", + "æľĢ大 åĮĸ", + "åķĨ éĵº", + "æł¡ åıĭ", + "æ² ģ", + "ä¸į åĩºæĿ¥", + "éĻ· éĺ±", + "ç¨ ħ", + "åħ¬å¸ĥ äºĨ", + "åĩĢ åĢ¼", + "çĽ¸å¯¹ è¾ĥ", + "ç¬ Ľ", + "æł¸ ç®Ĺ", + "åįİ ä¾¨", + "æĢ¥ æķij", + "æĮº 好", + "åħĴ ç«¥", + "äºĮ èĥİ", + "åĩº èĩª", + "åĿ Ł", + "æīĭ ä¸ĭ", + "å± ¡", + "åĪĽéĢł æĢ§", + "ä¸¥æł¼ æĮīçħ§", + "åĨį åİ»", + "举 缣", + "人 æµģ", + "äºĨä¸Ģ 声", + "å°ıæŶ åīį", + "è´µ æĹı", + "éľ ĸ", + "ä¹Łæĺ¯ éĿŀ常", + "éĢ ±", + "çľĭäºĨ çľĭ", + "ç¹ģ æ®ĸ", + "èĩ³ æѤ", + "é¢Ħ å¤ĩ", + "å¾Ī æĺİæĺ¾", + "æ¼Ķ èīº", + "åĿIJ çĿĢ", + "ä¿Ħ åĨĽ", + "åľ¨ è¿ĩåİ»", + "ä¹ĭ äºĭ", + "æĬĵ èİ·", + "åĿIJ ä¸ĭ", + "çĶ± ä¸ŃåĽ½", + "ä¹Ł å¼Ģå§ĭ", + "çŃĶ å¤į", + "åŀĥåľ¾ åĪĨç±»", + "éĴĵ é±¼", + "åIJĦ 種", + "缸 éģĩ", + "ä¸įåģľ çļĦ", + "æī¹ éĩı", + "éĩįè¦ģ ä½ľçĶ¨", + "å§Ķ å±Ī", + "åħŃ å¹´", + "ä¸ĥ åįģ", + "ä¹ĭ æĪĺ", + "é£İéĻ© 管çIJĨ", + "éŁ³ æ¨Ĥ", + "è¡ĮæĶ¿ å¤Ħç½ļ", + "æľ¬ äºĭ", + "æĴ° åĨĻ", + "èģļ åIJĪ", + "éĢĤ æŶ", + "æIJ¬ 家", + "ç¢İ çīĩ", + "缼 å®´", + "ç®Ģ æ´ģ", + "åı¬ éĽĨ", + "ç®Ģ åĮĸ", + "åĮĹ京 æŶéĹ´", + "第ä¸ī å±Ĭ", + "æĿ¥ åĽŀ", + "常çĶ¨ çļĦ", + "京 æ´¥", + "京津 åĨĢ", + "梦 å¹»", + "è¯ķ è¡Į", + "æľº åºĬ", + "åĪ° æľĢåIJİ", + "åĬ© æīĭ", + "åĪĨ 彩", + "åĩº åĵģ", + "åĪ¹ 车", + "åIJ¯ åıij", + "侧 éĿ¢", + "æ¯ı å½ĵ", + "缸åħ³ è§Ħå®ļ", + "ä¸ĸ 人", + "è´Ń 车", + "å¿ĥ 缮", + "å¿ĥ缮 ä¸Ń", + "äºĶ éĩij", + "è¿ĺ è®°å¾Ĺ", + "ä¾Ŀ çĦ¶æĺ¯", + "æıIJ æ¡Ī", + "çĶµåķĨ å¹³åı°", + "åģļ åĪ°äºĨ", + "æĿľ ç»Ŀ", + "å®ī åįĵ", + "ä¸ĸçķĮ åIJĦåľ°", + "åīį éĢĶ", + "æ´Ĺ åĩĢ", + "å¥ĭ åĬĽ", + "åŁİå¸Ĥ 建设", + "å¤ļ åĬŁèĥ½", + "ä¼ļ éĢłæĪIJ", + "åıijå¸ĥ ä¼ļä¸Ĭ", + "究 ç«Łæĺ¯", + "åĪĨ 红", + "çŁ¥ èŃĺ", + "éĿ¢ æĿ¿", + "æĹł 声", + "æĢ¥ éľĢ", + "失 çľł", + "çĪ¸ å¦Ī", + "äº Ĥ", + "åħ¨ æĻ¯", + "ç»ıåħ¸ çļĦ", + "åī§ ä¸Ń", + "é¢Ĩ导 ä¸ĭ", + "åħļ åĨħ", + "åħ¥ ä¾µ", + "æĭī æĸ¯", + "ä¸Ģ å¹ķ", + "åĬł ä¹ĭ", + "èĤ Ĩ", + "èĭ± æł¼", + "èĭ±æł¼ åħ°", + "å·§ åħĭ", + "å·§åħĭ åĬĽ", + "ä¸Ģ å¿ĥ", + "èģ Ĥ", + "å¾Ģå¾Ģ æĺ¯", + "管çIJĨ å±Ĥ", + "çĻ» åħ¥", + "建ç«ĭ èµ·", + "建 åĽ½", + "åŃIJ 宫", + "åºĶ ä»ĺ", + "æİ¢ 究", + "第ä¸Ģ ä½į", + "ä½Ļ 家", + "çŃī æ´»åĬ¨", + "æīĢ èĩ´", + "è¾ĥ å¿«", + "æĺ¯ éĿŀ", + "æıIJ åIJį", + "äºĮ èĢħ", + "åıªåī© ä¸ĭ", + "åħ¶ä¸Ń åĮħæĭ¬", + "ç¼ĸ ç¨ĭ", + "çł´ ç¢İ", + "ä¸Ń 举", + "å·¥ä½ľ æĬ¥åijĬ", + "çŃ¾ åIJį", + "éħĴ ä¸ļ", + "çŁ¥ æĻĵ", + "çĥŃ å¿ĥ", + "éĿŀ åĩ¡", + "èIJ¥ä¸ļ æī§", + "èIJ¥ä¸ļæī§ çħ§", + "人大 代表", + "ä¸Ģ个 æĸ°çļĦ", + "å¨ģ æµ·", + "éĤ£ 人", + "涨 ä»·", + "æ¶Ī çģŃ", + "éļ¾ å¿ĺ", + "ç¶ĵ é©Ĺ", + "åı£ è¢ĭ", + "ç³» æķ°", + "æĸĩ ä¸Ń", + "好 转", + "æĸ° 鼶åĶ®", + "讲述 äºĨ", + "å¼Ģ çĽĺ", + "çķĻ ç»Ļ", + "æħ¢æħ¢ çļĦ", + "æĤ² 伤", + "æľ¬ æľŁ", + "äºĨ å¤ļå°ij", + "è¿Ļ 让", + "åIJĮ çŃī", + "æ¸ħ æĺİ", + "个 åŁİå¸Ĥ", + "æºĸ åĤĻ", + "åĩłä¹İ æĺ¯", + "强 åĬĽ", + "ä¿ ¯", + "æ°´ 稻", + "åĽºå®ļ çļĦ", + "æł¸ åĩĨ", + "说 æľį", + "顯 示", + "è¿Ļ å¥Ĺ", + "æĻºæħ§ åŁİå¸Ĥ", + "å±ĭ 顶", + "ä¸į æĿ¥", + "çĶŁ é²ľ", + "çŁ¥ æĥħ", + "æĬķ 身", + "åijĬè¯ī æĪij们", + "ä¸ī åĽĽ", + "ä¸ĩ ä¸Ģ", + "è¾Ĩ 车", + "为 ä¹ĭ", + "åĪ° æŶåĢĻ", + "è¿Ļ æīįæĺ¯", + "åIJį çīĮ", + "åºŁ æ°´", + "åݻ年 åIJĮæľŁ", + "å¹´ éĻIJ", + "éģĭ åĭķ", + "åıĮ çľ¼", + "è¦ģ ç´§", + "对 çŃĸ", + "åľº é¦Ĩ", + "çĻ¾ ç§ij", + "è¶Ĭ éĩİ", + "å¯Į åIJ«", + "大å¤ļæķ° 人", + "æľĢ å°ij", + "åı¬ åĶ¤", + "åħ¸ èĮĥ", + "åĨľ æľº", + "æŃ£ æĸĩ", + "åºĶçĶ¨ äºİ", + "æ·± èĢķ", + "ä¿ Ń", + "ä»Ģä¹Ī ä¸ľè¥¿", + "å¥Ĺ é¤IJ", + "å½ĵ éĢī", + "å·¦ æīĭ", + "è°ĥ çIJĨ", + "æĻļ é¤IJ", + "éļ¾ åħ³", + "åĩŃ è¯ģ", + "çĪ± 人", + "æĮĩ è´£", + "è´£ ç¼ĸ", + "çļĦä¸Ģ 款", + "éĵ ²", + "åįģ 个", + "èĢ »", + "æľįåĬ¡ åķĨ", + "åľ° çĭ±", + "è¿ŀ å¿Ļ", + "åĽ° æĥij", + "çļ ĵ", + "ä¸į åIJĥ", + "çİ°åľ¨ å·²ç»ı", + "çĽĺ çĤ¹", + "ä¸įåģľ åľ°", + "管çIJĨ 模å¼ı", + "è¿Ļ 段æŶéĹ´", + "æ¤ °", + "礼 åĮħ", + "æµģ 转", + "æī« çłģ", + "éĽĨä¸Ń åľ¨", + "æ±Ĥ åĬ©", + "åįĬ 个", + "å¿«éĢŁ å¢ŀéķ¿", + "å¾Ģ ä¸ĭ", + "è¯Ħ åĪĨ", + "å°± æĥ³", + "åķĨåĬ¡ éĥ¨", + "æľī éĹ®é¢ĺ", + "èİ· åĪ©", + "æ¯Ľ çĹħ", + "æĦŁ åºĶ", + "èī¯ æĢ§", + "åĪĨ æѧ", + "åĨ ī", + "æĪij们 çİ°åľ¨", + "è¦ģ åĬłå¼º", + "å·§ å¦Ļ", + "èŀº æĹĭ", + "åĪĩ æį¢", + "çĭ Ħ", + "顺 çķħ", + "å°¤åħ¶ æĺ¯åľ¨", + "èĬĿ 麻", + "éļ¾ è¿ĩ", + "æĹĹ å¸ľ", + "å¤į åį°", + "å¤įåį° 件", + "å¿ħ éľĢ", + "对å¤ĸ å¼ĢæĶ¾", + "éļ¾ åıĹ", + "åİŁæĿ¥ æĺ¯", + "ç®Ĺ äºĨ", + "é«ĺ å±±", + "离 èģĮ", + "çµĦ ç¹", + "çµĦç¹ Ķ", + "å±ģ èĤ¡", + "çĻ¾ 家", + "éģĩ ä¸Ĭ", + "æĺĶ æĹ¥", + "ä¸į 容", + "çĽij管 éĥ¨éŨ", + "主 æĦı", + "æµģ åŁŁ", + "è·Į å¹ħ", + "èĩ³ ä¸Ĭ", + "åĪ« 说", + "æĺ¯ æ¯Ķè¾ĥ", + "å®ıè§Ĥ ç»ıæµİ", + "å¸Ĥåľº 主ä½ĵ", + "污æŁĵ çī©", + "æķij æ²»", + "丰 æĶ¶", + "åŃĺ æĶ¾", + "åĩ Ħ", + "éĩij å±±", + "æį¢ äºĨ", + "ä¸ĵ 人", + "éĹľ æĸ¼", + "æĹ¢ è¦ģ", + "åĽ½ 足", + "éļ ĭ", + "åıį åĩ»", + "èµ· 身", + "åħĪ æĺ¯", + "å¸ĮæľĽ èĥ½å¤Ł", + "åĪ¶ 订", + "åºĹ éĿ¢", + "åĸ Ģ", + "æķĻ ä½ł", + "éĻį 温", + "åĬĽ æ±Ĥ", + "ä¸ī çĻ¾", + "çī© ä»·", + "丢 失", + "å¢Ļ ä¸Ĭ", + "éĥ¨ 份", + "æł· æĿ¿", + "ä¹ĭ æĦı", + "ç½ij å°ıç¼ĸ", + "ä¸ĸ ä¸Ĭ", + "è°ĥ è¯ķ", + "污æŁĵ éĺ²æ²»", + "å½± éĻ¢", + "å®Įåħ¨ åı¯ä»¥", + "éĢļ åħ³", + "ä¹īåĬ¡ æķĻèĤ²", + "没æľī åĬŀæ³ķ", + "èĢ ¿", + "å¦ ³", + "æĹł æĥħ", + "å¾Ĺ çĽĬ", + "å¾ĹçĽĬ äºİ", + "æľŁ çĽ¼", + "娱ä¹IJ åľº", + "çĶ² æĸ¹", + "ä¸Ģ æ±½", + "çĹ °", + "çĸij ä¼¼", + "æĸ°æµª å¾®åįļ", + "强 è¡Į", + "å½ĵ ä»ĸ", + "èĥ º", + "çĶ¨æĪ· æıIJä¾Ľ", + "åĮº å§Ķ", + "æĦ¿ æĻ¯", + "æĬĺ æī£", + "失 踪", + "è¿« åĪĩ", + "åŃĹ æ¯į", + "åĴ ¯", + "èªį èŃĺ", + "ä»Ģä¹Ī æĦıæĢĿ", + "çĽĴ åŃIJ", + "å½ķ éŁ³", + "建设 å·¥ç¨ĭ", + "ä¸ļ ä½Ļ", + "å®ŀè·µ æ´»åĬ¨", + "羣 空", + "çĤ ĸ", + "åľ¨ è·¯ä¸Ĭ", + "主è¦ģ åĮħæĭ¬", + "该 æĢİä¹Ī", + "æĢ» æľī", + "æĢ§ æĦŁ", + "æ°ij èĪª", + "å¼Ģ åºĹ", + "欺 éªĹ", + "çªģ åĩ»", + "缺 失", + "æī§ ä¸ļ", + "åľ° éģĵ", + "并 æĹł", + "æ°ij åĬŀ", + "ç»Ħç»ĩ çĶŁæ´»", + "æĪij å¦Ī", + "è¨ĺ èĢħ", + "管 åĪ¶", + "æī¾ 个", + "èĹ »", + "çĤİ çĹĩ", + "äºĴ åĬ©", + "æµıè§Ī åĻ¨", + "çݩ家 æĿ¥è¯´", + "éĻįä½İ äºĨ", + "è£ Ķ", + "æĮ£ éĴ±", + "åķĨ æľº", + "æĶ¹ è£ħ", + "æµģ 浪", + "æĶ¿ æ³ķ", + "èĢģ 头", + "çĶŁäº§ åĴĮ", + "ç© Ĺ", + "亲 çĪ±", + "亲çĪ± çļĦ", + "å±¥ èģĮ", + "åŁİ éĩĮ", + "ç»Ĩ åĪĨ", + "åĬ³åĬ¨ åIJĪåIJĮ", + "åľ¨ æĹ¥æľ¬", + "å¨ģ å°Ķ", + "åį« è§Ĩ", + "éĢ£ çµIJ", + "çĿĢ éĩį", + "æĬĺ 磨", + "åĽ¾ 为", + "çľ ·", + "å·¥ åºı", + "æĵ ģ", + "æĵģ æľī", + "ç½ijç«Ļ åľ°åĽ¾", + "çļĦä¸Ģ 大", + "ç»Ħç»ĩ å®ŀæĸ½", + "æĬĽ å¼ĥ", + "åĴĮ æĶ¯æĮģ", + "æ³ķ åĪĻ", + "浪 æ½®", + "çİ° æľīçļĦ", + "åĩł çİĩ", + "为 客æĪ·", + "åįģ ä¸ĩ", + "è ¹Ħ", + "çªģåĩº éĹ®é¢ĺ", + "åıĥ åĬł", + "éĥ½ä¼ļ æľī", + "çĽ ¤", + "è°ģ éĥ½", + "æīĭ åĬ¨", + "缴 è¾¾", + "çĤ¹ å¤ļ", + "éĺ¶ å±Ĥ", + "ä¸į ä½³", + "éĤ£ 段", + "滨 æµ·", + "æĺ¯ åĽ½åĨħ", + "æĪij å¸ĮæľĽ", + "åIJĽ åŃIJ", + "è§Ĥ éŁ³", + "åģļ é¥Ń", + "æ±½ è»Ĭ", + "åħ³ ç¨İ", + "çľ¼åīį çļĦ", + "æ°´ éĿ¢", + "èĢ³ æľº", + "追 踪", + "æݨ éĢģ", + "éĴ± åĮħ", + "æģ¶ å¿ĥ", + "æµ· åŁŁ", + "å· į", + "å¼Ģ æĿ¥", + "表 æĢģ", + "仪 表", + "å¹³ åİŁ", + "åįģ å¤ļå¹´", + "ä¹Ł æĹłæ³ķ", + "åħ¼ 顾", + "è¡£ æŁľ", + "æł½ åŁ¹", + "æĪ¿ æºIJ", + "设ç«ĭ äºĨ", + "ä¸ĩ åIJį", + "æķ° é¢Ŀ", + "è¦ģ åĿļæĮģ", + "åIJīæŀĹ çľģ", + "请 èģĶç³»", + "ç»ıåİĨ è¿ĩ", + "çļĦ æľ¬è´¨", + "åħ¥ éŨ", + "æľ¬ æ¡Ī", + "çİĩ è¾¾åĪ°", + "åı° éĺ¶", + "éĴ ŀ", + "æĪij èĥ½", + "èݲ èĬ±", + "éĴ ł", + "ä¸Ģ äºĭ", + "åİŁ æľīçļĦ", + "æ¯ı åĢĭ", + "æ¯Ķäºļ 迪", + "æ£ĭçīĮ 游æĪı", + "ä¸įä¼ļ æľī", + "å½Ĵ æĿ¥", + "äºĶ çĻ¾", + "è¿ĩ é«ĺ", + "鼷 è¾¾", + "ä¸Ģèµ· åİ»", + "æķĻ 导", + "å°± è¯Ĭ", + "å°± å¾Ī", + "ä¸įåIJĮ äºİ", + "ä¿ º", + "å¸ĸ åŃIJ", + "æĶ¿åįı å§Ķåijĺ", + "çĸ«æĥħ å½±åĵį", + "åĪĨ è£Ĥ", + "为ä»Ģä¹Ī ä¼ļ", + "äºĶ æĺŁ", + "å°ij åĦ¿", + "æĬ¢ éĻ©", + "梦 è§ģ", + "è®°èĢħ éĩĩ访", + "å±± è·¯", + "æĪij 个人", + "æ²Ļ 滩", + "è¹ Ń", + "æĶ¹ è®Ĭ", + "æĸ°åŀĭ åĨł", + "æĸ°åŀĭåĨł çĬ¶", + "åĮ» æĬ¤", + "åĮ»æĬ¤ 人åijĺ", + "æµ· å°Ķ", + "åħ³äºİ æĪij们", + "éĻ¤ å¤ĸ", + "åº ļ", + "宣 åijĬ", + "ä¸ī åįĥ", + "æ¦ ¨", + "ç§ijæĬĢ 大åѦ", + "ä¸ĥ åħ«", + "顺 åºĶ", + "çĪ¸çĪ¸ å¦Īå¦Ī", + "éĢī åıĸ", + "åī§ çĥĪ", + "乡æĿij æĹħ游", + "积æŀģ æݢ索", + "表çİ° 为", + "å¾Ī æ¸ħæ¥ļ", + "大 åĨĽ", + "æĿ¥ çĶµ", + "å¥Ĺ æĪ¿", + "çİ° è¡Į", + "享 åıĹåĪ°", + "çľĭ çĤ¹", + "åĽºå®ļ èµĦ产", + "以 人为", + "以人为 æľ¬", + "ä¸į å®Į", + "éĻį 鼨", + "åģļçļĦ äºĭæĥħ", + "并 äºİ", + "顽 强", + "èĢ ¸", + "åĺ´ å·´", + "缸åħ³ ä¿¡æģ¯", + "æĪij 没", + "æĪĺçķ¥ æĢ§", + "æĢĿ 念", + "åĪĺ å¤ĩ", + "åĬ© æĶ»", + "é£İ è²Į", + "éĿ¢å¯¹ éĿ¢", + "积æŀģ å¼Ģå±ķ", + "çĸĹ æķĪ", + "çľĭ 书", + "缺 åı£", + "åĽ½æ°ij ç»ıæµİ", + "使çĶ¨ æĿĥ", + "éģ¥ è¿ľ", + "å¡« è¡¥", + "第ä¸ī 人", + "åįĬ å¤ľ", + "æѦæ±ī å¸Ĥ", + "æĪij åıijçİ°", + "ä¼ĺæĥł æĶ¿çŃĸ", + "é£İ åı£", + "å°± ä¸įèĥ½", + "为 主è¦ģ", + "æµģ åĩº", + "å´ĩ æĭľ", + "并 ä¸įèĥ½", + "é«ĺ ä¸ī", + "ä¸ĸçķĮä¸Ĭ æľĢ", + "æĥ³ å¿ħ", + "åħ¶ æīĢ", + "åĢĻ éĢī", + "åĢĻéĢī 人", + "ä¸į çĪ±", + "åī¯ ä½ľçĶ¨", + "人æ°ij æĹ¥æĬ¥", + "æĪij ä¸įæĺ¯", + "å®ŀ çī©", + "çĶµ åİĤ", + "ä¹Ł ç®Ĺæĺ¯", + "æľī éĹľ", + "æľī èĥ½åĬĽ", + "æĮĤ åľ¨", + "çľ¼ ä¸ĭ", + "约 ç¿°", + "å°ı åѦçĶŁ", + "èµ· åĪ°äºĨ", + "å·¥ 夫", + "åIJĮ å¿ĥ", + "åĿ¦ è¨Ģ", + "çł Į", + "åıijæĮ¥ äºĨ", + "èģĮä¸ļ éģĵå¾·", + "è¿ĻäºĽ å¹´", + "念 头", + "èĢģ é¼ł", + "åħ¨ èµĦ", + "åħ¨èµĦ åŃIJ", + "ä¸Ģ åij³", + "å¤ļ ä¸ĩåħĥ", + "æł¼ æľĥ", + "éķ¿ éĢĶ", + "带 èµ°", + "èĭ± 寸", + "æĸĩ ä½ĵ", + "对 ä»ĸ们", + "åĵŃ äºĨ", + "å¡« æĬ¥", + "çīĪæĿĥ 声æĺİ", + "çĶµ 线", + "è´Ńçī© ä¸Ńå¿ĥ", + "饱 满", + "ä½İ 头", + "强 è¿«", + "ä¿Ŀ æ´ģ", + "欧 åĨł", + "缸 è¿ŀ", + "认 è´Ń", + "çģ« æĺŁ", + "é«ĺ å°Ķ", + "é«ĺå°Ķ 夫", + "èij« èĬ¦", + "æłĩ 注", + "çļĦ çIJĨæĥ³", + "æł¸ éħ¸", + "æł¸éħ¸ æ£Ģæµĭ", + "åĬ ī", + "ä¸ĢèĪ¬ æĺ¯", + "æĢĿ ç´¢", + "轨 迹", + "çĥŃ å¸¦", + "éĻ £", + "åĩĨç¡® æĢ§", + "æĪ´ çĿĢ", + "åľ¨ çĶŁæ´»ä¸Ń", + "æīĢ èĥ½", + "æľ¯ åIJİ", + "带 ä½ł", + "ç¥ ł", + "æ®ĭ éħ·", + "ä¹Ł åıªæĺ¯", + "çĶ³ è´Ń", + "举åĬŀ äºĨ", + "æľī æĦıä¹ī", + "æĹº 缼", + "åľ¨ 網", + "åľ¨ç¶² è·¯ä¸Ĭ", + "å¾Ī大 ç¨ĭ度", + "管 è¾ĸ", + "çĸ«æĥħ æľŁéĹ´", + "触 æij¸", + "éĺ¶æ®µ æĢ§", + "ä¼ļ è§īå¾Ĺ", + "çļĦ çĶ»éĿ¢", + "æİ¥åıĹ äºĨ", + "表达 äºĨ", + "éĤĵ å°ı", + "éĤĵå°ı å¹³", + "åħļ é£İ", + "åħļé£İ å»īæĶ¿", + "åķĨ åѦéĻ¢", + "åħij æį¢", + "é£Łåĵģ èį¯åĵģ", + "éĿŀ常 好çļĦ", + "çľ ¯", + "纳 ç±³", + "åĬ¨ æijĩ", + "åĽŀ éģ¿", + "çľĭ èijĹ", + "款 项", + "åħ« å¹´", + "åģļ 个", + "æĸĩ æ¡£", + "éĩijèŀį ç§ijæĬĢ", + "åħ¶ä¸Ń æľī", + "äºĨä¸Ģ ç³»åĪĹ", + "æĹĹèĪ° åºĹ", + "称 èµŀ", + "éĽ¢ éĸĭ", + "åĪ¶ åĨ·", + "家 éŨåı£", + "åįģ å¤ļ", + "ä¼´ ä¾£", + "çľĭ çĹħ", + "æĭī çĿĢ", + "æī Ĵ", + "çĸ² æĥ«", + "å°ijæķ° æ°ijæĹı", + "åĽ¾ å½¢", + "è½ §", + "å¢ŀ éĩı", + "饲 åħ»", + "çģ« å±±", + "æ¯ı 个æľĪ", + "ä½ľä¸º ä¸ĢåIJį", + "è½´ æī¿", + "æĸĩ 书", + "ç¼ ķ", + "åħ·ä½ĵ æĥħåĨµ", + "çĹĽ çĤ¹", + "缴 éĶĢ", + "å¡ Ĭ", + "ä¹Ł æľĥ", + "çĥŃ æ½®", + "å¹³ æ°ij", + "æ¼ĶåĶ± ä¼ļ", + "æķĻ çłĶ", + "éĢĥ éģ¿", + "ä¸Ģ è´¯", + "å°± è¶Ĭ", + "å®ŀ å®ŀåľ¨", + "å®ŀå®ŀåľ¨ åľ¨", + "ä¹łè¿ijå¹³ æĢ»", + "æº º", + "å¿ĥ åºķ", + "éķ¿ å¾ģ", + "媽 媽", + "第ä¸ī 次", + "åĩº æ¼Ķ", + "çĭĢ æ³ģ", + "å°Ķ æĸ¯", + "代çIJĨ åķĨ", + "çĨ ı", + "çļĦ 对象", + "çĶµ éĩı", + "è¡Į åĪĹ", + "åĽ½ 人", + "è·ij äºĨ", + "åįĶ åĬ©", + "èIJ¥ è¿IJ", + "å¸Ī åħĦ", + "æ¦ ®", + "æĥ³ åĥı", + "æĢ§ 强", + "ç§ijåѦ çłĶ究", + "延 å®ī", + "ä¸¥æł¼ èIJ½å®ŀ", + "é¢Ĩ ä¼ļ", + "缸 å·®", + "è·¯ 人", + "çĶ «", + "æľī ä»·åĢ¼", + "æľīä»·åĢ¼ çļĦ", + "ç¾İ åĽ¢", + "æ°ij主 çĶŁæ´»", + "æĪij æīį", + "ç¾İåĽ½ 人", + "æ°Ķ åij³", + "åıį å°Ħ", + "çļĦ åĨ³å¿ĥ", + "大 è±Ĩ", + "交 代", + "è¿Ľ åĩº", + "åıį æĬĹ", + "æĮĩ çļĦæĺ¯", + "ä»· ä½į", + "è¿Ľ é©»", + "ä¸Ĭ çĻ¾", + "ä½į åĪĹ", + "ä¸ŃåĽ½ ä¼ģä¸ļ", + "çļĦ好 å¤Ħ", + "主 ç¼ĸ", + "æ±½ æ²¹", + "ä½Ĩ æĪij们", + "æĢİä¹Ī çľĭ", + "é»Ħ å±±", + "å¤ļ åªĴä½ĵ", + "åIJİ åį«", + "èİ·å¾Ĺ æĽ´å¤ļ", + "åĬ¡ å¿ħ", + "为 å¥ijæľº", + "é¦ĸ 饰", + "ä¸ĩ åįļ", + "è¶ĬæĿ¥è¶Ĭ 大", + "ä¸ĵ项 è¡ĮåĬ¨", + "å¥ĭ è¿Ľ", + "ä»į çĦ¶æĺ¯", + "è´¨ æĦŁ", + "å¦Ĥæŀľ ä¸įæĺ¯", + "ç«Ļ èµ·æĿ¥", + "ä¹¾ éļĨ", + "åı¯æĢķ çļĦ", + "å¯Į è´µ", + "æ¸ħ ç®Ĺ", + "åIJij ä¸ĭ", + "åĢ ļ", + "çļĦ çŃĶæ¡Ī", + "èĪ¹ ä¸Ĭ", + "çļĦ羣å®ŀ æĢ§", + "çŃī åĬŁèĥ½", + "åĸľ åī§", + "å¨ģ åĬĽ", + "æĸ° é¢ĸ", + "æł¸ çĶµ", + "æĬ¥ éĶĢ", + "æķħ 乡", + "ä¼´ éļı", + "éŀ Ń", + "å¦Ĭ å¨ł", + "åĪĨ åĮĸ", + "æľī å¾Ī大", + "æĢİä¹Ī 说", + "æĻĤ 代", + "产 åĩº", + "ä»ĭç»į 说", + "å¤ĦçIJĨ åĻ¨", + "èĨ¨ èĥĢ", + "åī¯ å¸Ĥéķ¿", + "çļĦ 妻åŃIJ", + "æł· åĵģ", + "åIJĮæ¯Ķ ä¸ĭéĻį", + "åħĥ å·¦åı³", + "çĶ¨ èĩªå·±çļĦ", + "é«ĺ éĽĦ", + "æĺ¥ æĻļ", + "ä¹Ł æľīå¾Īå¤ļ", + "çľ¼ çIJĥ", + "æķ£ æŃ¥", + "ä»ĸ们 éĥ½", + "第ä¸Ģ 家", + "åĬŀ 好", + "å®ī éĺ²", + "ä¸Ģ ä¸ĩ", + "åľ¨ éĩĮéĿ¢", + "éŁ³ é¢ij", + "åı£ åı·", + "ä¸Ģ è¶Ł", + "ç¦ı çī¹", + "é³ ŀ", + "æĥĬ èī³", + "æĸ° å¨ĺ", + "绿èī² åıijå±ķ", + "ä¸Ń å¼ı", + "ä¹Ł åıªæľī", + "çİ° 身", + "åı¯ ä¾Ľ", + "æ¯ı ä¸Ģ个人", + "第ä¸ī èĢħ", + "åľ° å½¢", + "éĴ¢ ç»ĵæŀĦ", + "çĽijçĿ£ æ£ĢæŁ¥", + "åı« æĪij", + "èĩ´ æķ¬", + "æ´Ĺ æīĭ", + "ä¸ĭ è°ĥ", + "康 çĨĻ", + "æĪIJ交 éĩı", + "ä¹Ł æĪIJ为", + "åħī æ»ij", + "å®Įæķ´ æĢ§", + "çģ ¼", + "網 éłģ", + "éķ¿ 寿", + "éģ© çĶ¨", + "çļĦä¸Ģ 项", + "çŀ© 缮", + "æĬĬ èĩªå·±çļĦ", + "éĵ¶è¡Į åį¡", + "å°± å¿ħé¡»", + "ç¾İ çĻ½", + "éŀį å±±", + "æľ¬ é¢Ĩ", + "ä¸Ģ ç¢Ĺ", + "æīĵ æ³ķ", + "æĤ¨ 好", + "对 åŃ©åŃIJ", + "æĬ¥éģĵ 称", + "ä¼ł åĩº", + "大 èĩ£", + "ç¬ ĭ", + "çĽ ı", + "é¾ ļ", + "缴 线", + "æĻº åºĵ", + "秣 车", + "é£İ åij³", + "çľĭ ä¸Ģä¸ĭ", + "æݨ éĶĢ", + "éĥ¨ éĥ¨éķ¿", + "è´¨éĩı åĴĮ", + "åĪĬ çĻ»", + "å·¥ä¸ļ åĮĸ", + "çİĩ 为", + "鼶 件", + "硬 åĮĸ", + "ä¸Ĭ åįĥ", + "ç»ıéªĮ åĢ¼", + "å¹³ è¡Į", + "声 éģĵ", + "æľįåĬ¡ è´¨éĩı", + "çĶŁ çĶ¢", + "æľĢ 容æĺĵ", + "ä¸Ģ æŀļ", + "å¹´ æĬ¥", + "åħ¬ ç½ij", + "åħ¬ç½ij å®ī", + "åħ¬ç½ijå®ī å¤ĩ", + "çļĦ èĥ½éĩı", + "å®ŀéĻħ è¡ĮåĬ¨", + "è¦ģ ä¸įè¦ģ", + "æĹ¥æľ¬ 人", + "èĢ¶ 稣", + "ç¼ĸ åī§", + "æ¶ ©", + "åį° å°¼", + "ä¸Ĭä¸ĭ 游", + "åĩł åı¥", + "ä¸Ń éĵģ", + "ç°¡ åĸ®", + "èĩª 带", + "çĶŁ äºİ", + "ä¸Ģ åı£æ°Ķ", + "åĭ¤ å¥ĭ", + "éĻį ä»·", + "å±ķçİ° äºĨ", + "å¸ĥ æĭī", + "ä¼ļ éĢīæĭ©", + "çļĦ ç»ıåħ¸", + "好 æľĭåıĭ", + "车 éģĵ", + "æķ´ åĢĭ", + "åľ ĵ", + "éķ¿æľŁ 以æĿ¥", + "æĬķ å½±", + "çļĩ åĨł", + "è¿ĩ 大", + "åijĬè¯ī ä»ĸ", + "ä¼ģä¸ļ æıIJä¾Ľ", + "æĬ½ 象", + "éĢĤ 度", + "çļĦ 女åŃ©", + "èµ· ä¼ı", + "çļĦ åĬŁæķĪ", + "ä¸ĵ项 æķ´æ²»", + "åı¯ éĢļè¿ĩ", + "ä¸įåIJĮ ç¨ĭ度", + "å¼Ĥ è®®", + "åĩĢ èµĦ产", + "åij Ĺ", + "ä»Ģä¹Ī åij¢", + "å·¡ éĢ»", + "è¸ı ä¸Ĭ", + "ä½Ĩ å®ĥ", + "ç²¾ 度", + "管 å±Ģ", + "第ä¸Ģ åIJį", + "åĨħ åŃĺ", + "æijĨ åľ¨", + "åī© ä¸ĭ", + "主ä½ĵ 责任", + "çĤ¹ åįĬ", + "以 èĩ³äºİ", + "åħ»èĢģ ä¿ĿéĻ©", + "æĦŁåıĹ åĪ°äºĨ", + "çŁ¥åIJį çļĦ", + "å¯Į 豪", + "妥 åĸĦ", + "åŃĻ åŃIJ", + "éĵ Ĥ", + "说 èĩªå·±", + "让 æĤ¨", + "æķ° æݧ", + "çļĦçľ¼ åħī", + "注 éĶĢ", + "çļĦ çģµéŃĤ", + "è¿ĺ ä¸įéĶĻ", + "éĹ® ä»ĸ", + "èĩªä¸» çłĶåıij", + "èĵ ĭ", + "ç´« èī²", + "åĽ½å®¶ å®īåħ¨", + "è¾½å®ģ çľģ", + "ä¹Ł æ¯Ķè¾ĥ", + "ç¾İ èĤ¡", + "ä¸įç¡®å®ļ æĢ§", + "å¿ĥ 头", + "æĪ ³", + "级 åĪ«çļĦ", + "论 è¿°", + "çļĦ åĽŀçŃĶ", + "ä¿Ŀè¯ģ éĩij", + "çŃī è¡Įä¸ļ", + "幸ç¦ı æĦŁ", + "æѧ è§Ĩ", + "æľº 票", + "æ´¾ 人", + "èĩ´ åij½", + "åĺ´ è§Ĵ", + "æĸ°éĹ» ä¸Ńå¿ĥ", + "æĶ¾å¼ĥ äºĨ", + "å®ľ å±ħ", + "åĨĻ ä¸ĭ", + "éĹ® çŃĶ", + "è¿ĻéĩĮ æĺ¯", + "å¤ļ åľ°", + "åĮºåŁŁ åĨħ", + "åīµ æĸ°", + "çľĭ ä»ĸ", + "æī§æ³ķ 人åijĺ", + "åĬ¨ æľº", + "éŁ³ åĵį", + "çļĦ åij½è¿IJ", + "顶 éĥ¨", + "åĵ Ł", + "éĥ½ æľĥ", + "æīĵéĢł æĪIJ", + "æĦı åĽ¾", + "çļ ĸ", + "åĢĴ åħ¥", + "å·´ èIJ¨", + "åĬ© åѦ", + "å¤į åı¤", + "åIJ¯ çĶ¨", + "åĽ½éĻħ å¸Ĥåľº", + "åĤ¨ èĥ½", + "é»ijé¾Ļæ±Ł çľģ", + "ä¹ĺ 车", + "è¿IJåĬ¨ ä¼ļ", + "ä¿Ŀ åĪ©", + "çŁ³ æĿIJ", + "çµ ®", + "çĤĴ ä½ľ", + "çļĦ ä¿¡ä»»", + "å°± æĪIJäºĨ", + "åı¯ è§Ĥ", + "çļĩ ä¸Ĭ", + "è¿Ļ åĩłå¤©", + "ä¸Ģ éĶ®", + "åĨ· åĨ»", + "ä¿Ŀ åį«", + "æł¸ æ¡ĥ", + "åIJĪä½ľ åħ³ç³»", + "éĢģ åĩº", + "æĹĹ ä¸ĭçļĦ", + "åľ¨ ä¹İ", + "为 广大", + "åįĪ é¤IJ", + "ä¸ĵ 访", + "æĪĸ å°Ĩ", + "éĿĴå²Ľ å¸Ĥ", + "å¥Ķ è·ij", + "æĹ¥ æĬ¥éģĵ", + "å¥ij åIJĪ", + "æĸ° æĺ¥", + "ä¸į å°ıå¿ĥ", + "两 ä¸ī", + "æĦıæĢĿ æĺ¯", + "åĨ· èĹı", + "çļĦ çĹĩçĬ¶", + "æĢ§ åij½", + "è¶ħ æłĩ", + "å¯Ĩ 碼", + "ç§ijæĬĢ èĤ¡ä»½", + "äºĨä¸Ģ æī¹", + "çĿ£ å¯Ł", + "åªĴ ä»ĭ", + "å°Ħ æīĭ", + "ä¿® åħ»", + "çīĩ åĪ»", + "éĢĤåIJĪ èĩªå·±", + "åıªè¦ģ æĺ¯", + "åIJĥ è¿ĩ", + "éĩij éĵ¶", + "缴 å±ŀ", + "åѦ éĹ®", + "åİĭ åĪ¶", + "çªĹ å¤ĸ", + "æĶ¶ åĪ°äºĨ", + "åħ¨åĽ½ 人大", + "ä½Ĩæĺ¯ å¯¹äºİ", + "åľ¨ æķ´ä¸ª", + "çļĦ èĥĮåIJİ", + "åĩıå°ij äºĨ", + "åıį èħIJ", + "åıįèħIJ åĢ¡", + "åıįèħIJåĢ¡ å»ī", + "æĹ ·", + "åĪĨ æľŁ", + "åľ¨ æ·±åľ³", + "æīĵ çĿĢ", + "æī« ä¸Ģ", + "æī«ä¸Ģ æī«", + "æĶ¿åºľ éĥ¨éŨ", + "æİ¥ è¿ŀ", + "å±ŀäºİ èĩªå·±", + "åŃIJ å¼¹", + "åIJĮæł· æĺ¯", + "æĢ» åħ±", + "车 ä¼ģ", + "æ¢ ĵ", + "åħ¬ é¡·", + "åıij 声", + "éĴ Ľ", + "èµ°åĬ¿ åĽ¾", + "主 èIJ¥", + "åĸ Ķ", + "æķ°æį® åĪĨæŀIJ", + "ä¸į è¿ľ", + "æľī åIJį", + "æľīåIJį çļĦ", + "åģ¿ è¿ĺ", + "å¾Ī ä½İ", + "è®ĵ 人", + "èĿ ī", + "é«ĺ è´µ", + "å°ij 许", + "æ° Ł", + "å¹ ¢", + "亲 æĥħ", + "è¿Ļ件 äºĭæĥħ", + "çĶ¨ é¤IJ", + "缸åħ³ æĸ°éĹ»", + "å°± åºĶ该", + "ç»Ī çĤ¹", + "æĺ¯ å¤ļå°ij", + "çĻ» åľº", + "è¯ķ 管", + "è¯ķ管 å©´åĦ¿", + "åģļ 大", + "åģļ大 åģļ强", + "çļĦ ä¾ĭåŃIJ", + "åħ« 个", + "æĺİ æĹ¥", + "çĤ ³", + "èµ° åİ»", + "éģ º", + "å¢ ©", + "ä½ĵä¼ļ åĪ°", + "åĴ ı", + "ä¸ĭ è¾¾", + "å¤į åıij", + "追 éĢIJ", + "æīĵ åĵį", + "çļĦ éļ±ç§ģæ¬Ĭ", + "åħ·æľī ä¸Ģå®ļ", + "è¿Ļä¹Ī å¤ļå¹´", + "æłij æŀĹ", + "æľĢ éķ¿", + "åIJĮ èĥŀ", + "åħī æ³½", + "åŁŁ åIJį", + "æĮĩ åIJij", + "åıĹ害 èĢħ", + "æłij èĦĤ", + "æľīå¤ļ 大", + "大 éĿ¢ç§¯", + "æĹł ç¼Ŀ", + "æĶ¹ æŃ£", + "æĽ´å¤ļ çļĦæĺ¯", + "æľŁ æľ«", + "æŃ ¼", + "ä¹ī ä¹Į", + "éĤ£ ä½ł", + "çļĦ 第ä¸Ģ个", + "èĮ µ", + "å° §", + "èį «", + "ä¸įä»ħ åı¯ä»¥", + "æ¶Į çİ°", + "æĢ» éĿ¢ç§¯", + "æĸ°éĹ» åıijå¸ĥ", + "æ°ij çĶ¨", + "å°± 读", + "æīĵ è´¥", + "å¤ĸ è¯Ń", + "æĪij们 ä¸Ģèµ·", + "é¢Ħ å®ļ", + "çĥ¹ 饪", + "æľĢ 主è¦ģ", + "æľĢ主è¦ģ çļĦ", + "çīĮ çħ§", + "åĽł åħ¶", + "ä½İ ä¸ĭ", + "ä¼ļ åIJĮ", + "è§ģ 解", + "éĹ´ éļĶ", + "æķĻ ç¨ĭ", + "å° ī", + "å¸Ĥ ä¸Ńå¿ĥ", + "åħ³éĶ® æĺ¯", + "æµ· åįĹçľģ", + "çī¹åĪ« æĺ¯åľ¨", + "ä¸ŃåĽ½ 大éĻĨ", + "åħħ足 çļĦ", + "æĹ¢ èĥ½", + "åĤ³ çµ±", + "çijľ ä¼½", + "åħ¥ åĽ´", + "æħ¢æħ¢ åľ°", + "æĬ¥ éħ¬", + "æī¹ å¤į", + "å·¥ä¸ļ åĽŃåĮº", + "ä¸İ åıijå±ķ", + "èĥ¸ éĥ¨", + "åľ¨ ç½ij绾", + "åľ¨ç½ij绾 ä¸Ĭ", + "交 è°Ī", + "æĽ´ æĶ¹", + "åįłæľī çİĩ", + "ä¸Ŀ绸 ä¹ĭè·¯", + "è¡ Ľ", + "çłĶ åĪ¤", + "åĪ ª", + "åĪª éĻ¤", + "è¿Ļ åıª", + "çļĦ æ°Ķæģ¯", + "åĬł å·ŀ", + "éĴ §", + "çIJĨäºĭ éķ¿", + "ä¸ĸ 家", + "æµģè¡Į çļĦ", + "å¾Ī æľīåı¯èĥ½", + "们 éĥ½", + "ç»ıèIJ¥ 模å¼ı", + "è¡Įä¸ļ ä¸Ń", + "éĢļçŁ¥ 书", + "åij½ é¢ĺ", + "æľ¬ 網ç«Ļ", + "æ²Ļ çī¹", + "åıij åħī", + "é«ĺ ä»·", + "å·² çĦ¶", + "åıĮ åįģä¸Ģ", + "ä¸Ĭ è¯ī", + "ç¿ħ èĨĢ", + "è¿Ļä¸Ģ å¹´", + "大ä¼ļ ä¸Ĭ", + "éĩ ī", + "å®Įåħ¨ æĺ¯", + "å¾Ĺ 太", + "ä¸ĢèĪ¬ 人", + "è¿ĺ ç®Ĺ", + "æĬĺ åıł", + "æĬķ æľº", + "çĤ¹ çĩĥ", + "çİ°éĩij æµģ", + "åħĶ åŃIJ", + "ç½ij æł¼", + "æİ¥ è¿ĩ", + "ä¾Ľ è´§", + "éĺ´ å½±", + "åİŁ åħĪ", + "æį £", + "å·¦ 侧", + "åħĭ æĭī", + "æīĵ åį¡", + "ç§ij æ¯Ķ", + "æ±ĩ éĽĨ", + "åľ°çIJĨ ä½įç½®", + "è¯Ħ å§Ķ", + "ç»ĵåIJĪ èµ·æĿ¥", + "è¿Ľåħ¥ åĪ°", + "åı¯ è¡Į", + "åı¯è¡Į æĢ§", + "让 å®ĥ", + "åĪ¶åº¦ æĶ¹éĿ©", + "çĶĺèĤĥ çľģ", + "åĵ Ĺ", + "åģı åģı", + "è¡£ çī©", + "ç¥Ŀ è´º", + "æºIJ èĩª", + "并ä¸į 代表", + "åĽ½ 度", + "好 åĿı", + "æĿ ĸ", + "æĿŃ å·ŀå¸Ĥ", + "湿 度", + "é² ¸", + "åįļ 彩", + "æ³° å±±", + "æĿij èIJ½", + "æĸ° èģŀ", + "èĤ ĭ", + "åı¤èĢģ çļĦ", + "çļĦ ç§ĺå¯Ĩ", + "ä¸Ģ个 éĹ®é¢ĺ", + "éģı åĪ¶", + "åįĥ 亿", + "è¿ĩ 硬", + "å°Ħ åĩ»", + "èĩªçĦ¶ æĺ¯", + "产 åĮº", + "çĤ¹ çĤ¹å¤´", + "åı¯ä»¥ 帮åĬ©", + "说 å®ŀ", + "说å®ŀ è¯Ŀ", + "æĪij åıªæĺ¯", + "ä¹ĭ ä½Ļ", + "åIJĮæŶ ä¹Łæĺ¯", + "ä¸ŃåĽ½ éĺŁ", + "建æĪIJ åIJİ", + "ä¹IJ è§Ĩ", + "åij¨ å²ģ", + "èį¯ åºĹ", + "éĩij åįİ", + "严éĩį å½±åĵį", + "è´¨ åľ°", + "æĹħ éģĬ", + "åħµ åĻ¨", + "æķĻèĤ² æķĻåѦ", + "离 åİ»", + "åIJĦå¼ı åIJĦæł·", + "ä»ĭ ç´", + "ä»ĭç´ ¹", + "å¼Ģ 头", + "å°Ĩ èĩªå·±çļĦ", + "åIJ¬ åĬĽ", + "ä¿¡æģ¯ ç³»ç»Ł", + "ä»İ æł¹æľ¬", + "ä»İæł¹æľ¬ ä¸Ĭ", + "æİĮ 声", + "欢 åĸľ", + "å±ķ åĮº", + "åķ ¸", + "太å¤ļ äºĨ", + "éĹ² ç½®", + "èĥ¡ èIJĿåįľ", + "å§Ķ å®£ä¼ł", + "å§Ķå®£ä¼ł éĥ¨", + "åįĹ éĺ³", + "å·ŀ åĮº", + "ä¸İ æŶ", + "ä¸İæŶ 俱", + "ä¸İæĹ¶ä¿± è¿Ľ", + "å«Įçĸij 人", + "èī¯ å¿ĥ", + "头 顶", + "è´¢ æĬ¥", + "ä½Ľ æ³ķ", + "å¾ µ", + "åİŁ 件", + "åĭ ŀ", + "çĶ· 篮", + "å¤ĸåĽ½ 人", + "è¿Ŀ 纪", + "æī¾ äºĨ", + "æįķ æįī", + "缸 è¯Ĩ", + "æIJľ éĽĨ", + "çļĦ ä¼Łå¤§", + "ä¸ī ç»´", + "å°±è¡Į äºĨ", + "çĭIJ æľĪ", + "çĭIJæľĪ å±±", + "å¸ĮæľĽ éĢļè¿ĩ", + "èĢĮ 对äºİ", + "éĿ¢ å°į", + "åĨĽ åĽ¢", + "è¡Ĺ åĮº", + "æĤ¬ æĮĤ", + "便 ç§ĺ", + "æľīä¸Ģ çĤ¹", + "ä¼ļè®® ä¸Ĭ", + "ä¸ĭ æīĭ", + "廣 åijĬ", + "äºĶ è¡Į", + "çŃī åĢĻ", + "紧紧 åĽ´ç»ķ", + "æĭ¿ äºĨ", + "æ¡Į éĿ¢", + "ç¥ŀ æĥħ", + "éĽĦ åİļ", + "çŀ ³", + "楼 ä¸ĭ", + "å½ ª", + "äºĭ åıij", + "åĨį è§ģ", + "é¤ ĺ", + "é¢Ħ åĶ®", + "åİ» çľĭçľĭ", + "æĪij们 åºĶ该", + "ä¸ī 家", + "æµ Ĭ", + "ä¹IJ éĺŁ", + "çľĭ ä¸įè§ģ", + "èĦij åŃIJ", + "æĮģ æľīçļĦ", + "çĻ½ èıľ", + "éĹª çĥģ", + "åĸĿ æ°´", + "æݧåĪ¶ ç³»ç»Ł", + "ä¸ĵ åĮº", + "æľĿ å»·", + "æĪij å¿ĥéĩĮ", + "å±ķ åİħ", + "èľĺ èĽĽ", + "åĨ» ç»ĵ", + "ç² ª", + "åº IJ", + "åIJij 社ä¼ļ", + "åĨ³çŃĸ éĥ¨ç½²", + "çŁŃ æľŁåĨħ", + "æĸ° ä¸ļæĢģ", + "æľ Ķ", + "æŶ æĬ¥", + "使 ä¹ĭ", + "åĽł åŃIJ", + "åıĤä¸İ èĢħ", + "çļĦ 年轻人", + "æīĭ 表", + "å°ģ éĶģ", + "为ä»Ģä¹Ī ä¸į", + "åIJ¸ çĥŁ", + "æ¯Ĵ ç´ł", + "åĪij æ³ķ", + "磫 æŃ£", + "身 æĹģ", + "åİŁ è°ħ", + "çĽij æĬ¤", + "æѤ å¤Ħ", + "éļ¨ æĻĤ", + "æŀľ å®ŀ", + "åĮ»çĸĹ æľįåĬ¡", + "ä¸į åIJĪçIJĨ", + "æIJŀ 好", + "çļĦ èĦļæŃ¥", + "å¤ĸ å¥Ĺ", + "ç¶ĵ éģİ", + "æĶ¾ ç¼ĵ", + "åģľ çķĻ", + "æĺŁ çIJĥ", + "çļĦä¸Ģ éĿ¢", + "åĩł ä½ķ", + "è½® åĽŀ", + "æ¯Ľ å·¾", + "ä¿® çIJĨ", + "ä¸įçŁ¥ ä¸į", + "ä¸įçŁ¥ä¸į è§ī", + "æķ´ 个人", + "æ¯ģ çģŃ", + "åı° å·ŀ", + "使çĶ¨ 寿åij½", + "é»ij çĻ½", + "æij¸ ç´¢", + "é¼ł æłĩ", + "éĿ© æĸ°", + "éº µ", + "ä¸ĵéŨ 为", + "å¾Īå¤ļ æľĭåıĭ", + "å·¥ä½ľ ç»Ħ", + "åIJĪ å½±", + "çĤº ä»Ģ麼", + "æŀģ 度", + "çļĦ è¿ĽæŃ¥", + "å½ĵ ä¹ĭ", + "å½ĵä¹ĭ æĹł", + "å½ĵä¹ĭæĹł æĦ§", + "è´´ è¿ij", + "å°º 度", + "åľ¨ çİ°åľº", + "éĻį 临", + "åħ»èĢģ éĩij", + "ç£ ķ", + "åı¯ä»¥ 使", + "管çIJĨ æ°´å¹³", + "æľ¬æĬ¥ è®°èĢħ", + "æ³ķ 令", + "åį¡ 车", + "举 æµ·", + "å¤ļ éĩį", + "åħ¶ éĹ´", + "ç´ Ļ", + "éĩį大 é¡¹çĽ®", + "æ±Ĺ æ°´", + "ç»Ħ å§Ķä¼ļ", + "ä¿¡æģ¯ åħ¬å¼Ģ", + "ä¸į论 æĺ¯", + "ä¸Ģ åIJ¬", + "èĴ¸ æ±½", + "æıŃ ç§ĺ", + "è¶ħ éģİ", + "触 åıij", + "å© ¦", + "åħ³èģĶ 交æĺĵ", + "å°± ç»Ļ大家", + "好 ä¹ħ", + "åĢŁ è´·", + "游æĪı è§Ĵèī²", + "å¼ĢåIJ¯ äºĨ", + "æİ ł", + "åħļçļĦ åįģä¹Ŀ", + "ä¸ĭ 鼨", + "çŁŃ æŶéĹ´åĨħ", + "å¯ ħ", + "导 åħ¥", + "å·¥ä½ľ ç»ıéªĮ", + "ä¹Ł åıªèĥ½", + "鼷 éľĨ", + "è·Ł è¿Ľ", + "åį¡ éĢļ", + "é¢ĩ æľī", + "æľº ä½ĵ", + "æĪĺ士 èģĮä¸ļ", + "女 主", + "ä½ĵåĪ¶ æľºåĪ¶", + "足 åįı", + "èĪĴéĢĤ çļĦ", + "åĢŁ åı£", + "æī¹ åĪ¤", + "æķ° åĢ¼", + "è« ¾", + "éĺ¿æĭī 伯", + "åĺ İ", + "æħ ¶", + "è¾¾ 人", + "å¼Ģ æ°´", + "大 鼨", + "温 室", + "ä½İ è¿·", + "ä»į æŧ", + "éªĹ åŃIJ", + "亲 å±ŀ", + "çIJĨ æĻº", + "æľ¬ åŁºéĩij", + "å¨ ħ", + "åĨĻåŃĹ æ¥¼", + "å¢Ļ å£ģ", + "å® µ", + "èĻ½ çĦ¶æĺ¯", + "顺 çĿĢ", + "åħ« åį¦", + "åķĨ çĶ¨", + "ä¸į 失", + "è¿· èĮ«", + "顺 便", + "æļij æľŁ", + "欺 è´Ł", + "é¢ij é¢ij", + "该 æł¡", + "æĸĻ çIJĨ", + "æ·± æĥħ", + "åīį éĶĭ", + "ä¿Ŀ èŃī", + "èģĮä¸ļ çĶŁæ¶¯", + "åħ¬ å¼Ģåıij", + "åħ¬å¼Ģåıij è¡Į", + "åħ¥ æĪ·", + "éł ĵ", + "åĢ¾ åIJ¬", + "éŃ ģ", + "æĦī æĤ¦", + "åĽŀ åIJĪ", + "åħ¨åĬĽ 以", + "åħ¨åĬĽä»¥ èµ´", + "åĥ¹ åĢ¼", + "èĥ½åĬĽ 强", + "ç»ı å¼Ģ", + "ç»ıå¼Ģ åĮº", + "è¿ľ æĸ¹", + "çļĦ éģĵçIJĨ", + "缴 åįĩ", + "缴åįĩ æľº", + "为主é¢ĺ çļĦ", + "ç»Ļ æĤ¨", + "è¿ĺ æĥ³", + "æ¯Ķ æĪij", + "åĨľ çī§", + "æµ· åºķ", + "çŃ¾è®¢ äºĨ", + "对äºİ æĪij们", + "æŶ 许", + "éĶ® çĽĺ", + "å®ŀéĻħ æݧåĪ¶", + "çļĦ æ¨¡æł·", + "åıįæĺł äºĨ", + "代 åĬŀ", + "åĮ» çĶ¨", + "éĽĨ ç»ĵ", + "åıijå±ķ åīįæĻ¯", + "æĮĩ çĿĢ", + "åįİ åĮĹ", + "è¿Ļ åĩłä¸ª", + "åIJį æ°Ķ", + "åĤį æĻļ", + "èĩª åıij", + "æ³¢ åħ°", + "大åĬĽ æİ¨è¿Ľ", + "èĩª 称", + "èįĨ å·ŀ", + "æIJį 害", + "äºĨä¸Ģ åı¥", + "æľĢåĪĿ çļĦ", + "éĩijèŀį åį±æľº", + "æĢĢ 念", + "è¡Į åĭķ", + "女 æİĴ", + "ä¸į 解", + "ä¼ł éĶĢ", + "转载 请", + "饰 åĵģ", + "åıª 为", + "ä¸İ ä¼Ĺ", + "ä¸İä¼Ĺ ä¸įåIJĮ", + "èĥ½ èĢĹ", + "èı© æıIJ", + "è¿ij 两年", + "è¿Ķ 乡", + "马ä¸Ĭ å°±", + "äºĮ çŃīå¥ĸ", + "æ°´ 管", + "æ³ķ åѦ", + "çģŃ çģ«", + "大 å§IJ", + "åij¨ 转", + "æľī æľŁ", + "æľīæľŁ å¾Ĵ", + "æľīæľŁå¾Ĵ åĪij", + "å°į æĸ¹", + "ç¥ŀ èī²", + "æ²¹ èĦĤ", + "ä¸ī çĤ¹", + "ä¸į åĪ©äºİ", + "äºĭä¸ļ éĥ¨", + "å°± è·Ł", + "å¼Ģ æĶ¯", + "å°ı 女åŃ©", + "åħ±åIJĮ åĬªåĬĽ", + "çĶļèĩ³ è¿ĺ", + "è¿Ļ åIJį", + "è¿Ļ ç¬Ķ", + "çݯ åį«", + "æľī ç§į", + "è§Ĩ åĬĽ", + "çĨŁ çŁ¥", + "åħ¬ç§¯ éĩij", + "æ¶Īéĺ² å®īåħ¨", + "é¢ĩ 为", + "大 èħ¿", + "éĿ ¶", + "çī¹ æķĪ", + "æľįåĬ¡ åĮº", + "å¼Ģ åĩº", + "深度 èŀįåIJĪ", + "æĹł 忧", + "æŁ¥ éĺħ", + "ç»Ī ç»ĵ", + "ä¿Ŀ ç¨İ", + "è¨İ è«ĸ", + "å½ĵ åģļ", + "è·³ èĪŀ", + "å¯ §", + "女 çİĭ", + "è®°èĢħ åľ¨", + "åħ¨ 产ä¸ļéĵ¾", + "è´¯ éĢļ", + "åħ´ ä¸ļ", + "éĻį åĪ°", + "å°ģ éĿ¢", + "åħ¨éĿ¢ æİ¨è¿Ľ", + "奶 èĮ¶", + "éĢī åĿĢ", + "äºĨä¸Ģ åľº", + "åIJĮ ä¼´", + "è®® 论", + "æIJ ĵ", + "诸 èijĽ", + "诸èijĽ 亮", + "å¹² åĺĽ", + "æµģ æĦŁ", + "ä¸ĵä¸ļ çŁ¥è¯Ĩ", + "çĶµ ç«Ļ", + "åĩı å¼±", + "åĩº åħ¥", + "åIJĦ çľģ", + "éĿŀ常 é«ĺ", + "åľ° 毯", + "åıij æĸĩ", + "çĦ ī", + "çĥ§ çĥ¤", + "å£ģ 纸", + "æģ¶ åĮĸ", + "èĬ ¸", + "èĥĸ åŃIJ", + "çĩ Ĵ", + "çľģ éĴ±", + "çĻ¾ 强", + "çIJĨå·¥ 大åѦ", + "éĴ¢ æĿIJ", + "åĽ½æľī èµĦ产", + "æĪĺ æľº", + "æ³Ħ éľ²", + "åIJİéĿ¢ çļĦ", + "æ°´ èµĦæºIJ", + "æ¢ħ èĬ±", + "åĨĻ çĿĢ", + "ä¹ĭ 声", + "æĹł åı¯", + "æĺİ æľĿ", + "ç«ĭæĸ¹ ç±³", + "ç· £", + "æĶ¾ è¿ĩ", + "ç¦ı çĶ°", + "å¾Ĺ ä½ı", + "åıĹ ä¼Ĺ", + "ä¸Ń 级", + "çĹħ åıĺ", + "ä¸Ģ çŀ¬éĹ´", + "æĿĥ éĩį", + "人æĢ§ åĮĸ", + "åĮ»çĸĹ åį«çĶŁ", + "ä¸įåĪ° ä½į", + "æĻºèĥ½ 家å±ħ", + "饮 çĶ¨", + "æ¼Ķ åıĺ", + "é«ĺ ç´łè´¨", + "ä¹Ļ æĸ¹", + "åģľ çķĻåľ¨", + "èİ· æī¹", + "ç©¿ æ¢Ń", + "客 åľº", + "æĮ½ åĽŀ", + "京 åŁİ", + "çĶŁåij½ åĬĽ", + "實 éļĽ", + "çĩ Ī", + "åĨį çİ°", + "çİ°å®ŀ ä¸Ń", + "æľī ä¿¡å¿ĥ", + "çĸı éĢļ", + "åĺ´ åĶĩ", + "鼷 éĶĭ", + "èıľ åįķ", + "éħ ¯", + "è¶ħ é«ĺ", + "å¾Ī é«ĺåħ´", + "çĶŁ æ®ĸ", + "éĢł ä»·", + "误 åĮº", + "æĨ ĭ", + "好 æ¶Īæģ¯", + "å´ Ń", + "以 èĩ´", + "å¼Ģ çİ©ç¬ij", + "çĽij è§Ĩ", + "å·¡ å¯Ł", + "å¾· å·ŀ", + "æĹ© æĹ©", + "éĹª çĶµ", + "æĪª åĽ¾", + "åı¯ä»¥ æł¹æį®", + "æīĭ èīº", + "æİ¥ 轨", + "ç§į æĹı", + "æĢĢ éĩĮ", + "åİ» åĮ»éĻ¢", + "ä¸Ģ äºĮ", + "å¼Ģ éĺĶ", + "åĩı éĢŁ", + "ä½Ĩ ä»İ", + "éĢĻ ä¸Ģ", + "åĩı åħį", + "主é¢ĺ æķĻèĤ²", + "å¼Ģå·¥ 建设", + "è¹ ¦", + "æľĪ 饼", + "ä¸ĭ æ²ī", + "å°Ĭ 严", + "éĻ ĩ", + "å®ŀ æľ¨", + "å»ł åķĨ", + "声 称", + "èĢĥ åľº", + "å¸ĥ é²ģ", + "èĩª æĿ¥", + "èĩªæĿ¥ æ°´", + "éĴ ¾", + "å¹´ 以ä¸Ĭ", + "大 åıĶ", + "ä»ĸ å·²ç»ı", + "åħ¨ æĿij", + "èģĶç³» çĶµè¯Ŀ", + "为 导åIJij", + "åĪ¤ å¤Ħ", + "对 éĺµ", + "缮 æ¨Ļ", + "åIJį é¢Ŀ", + "客 æ°Ķ", + "横 åIJij", + "çŃī åĨħ容", + "åĩł çĤ¹", + "è°Ī 论", + "ä¸į ä¹ı", + "å±ķ çİ°åĩº", + "è¾ĥ éķ¿", + "éĢĨ 转", + "å°ı æĻĤ", + "æĺ¯ å¤ļä¹Ī", + "æľ¬ æľĪ", + "è¿ij è§Ĩ", + "æĪIJç«ĭ 以æĿ¥", + "代表 çĿĢ", + "æĬ¥ å¤į", + "æĪı æĽ²", + "è¨Ń åĤĻ", + "åħ¥ èĤ¡", + "å¾ģ æľį", + "é«ĺ åĩº", + "èĪŀåı° ä¸Ĭ", + "å¿ĥ åĬ¨", + "两 çĤ¹", + "缸 çķ¶", + "èĻ Ľ", + "主 页", + "åĩł 家", + "æĹł ä¸į", + "åįı å®ļ", + "æĸ IJ", + "å¯ĵ æĦı", + "åħ¨ 线", + "æįķ é±¼", + "åı¯ä»¥ ä»İ", + "æľī è¿Ļæł·çļĦ", + "æģ¶ éŃĶ", + "åĮħ åŃIJ", + "æģ ¤", + "å¼Ģå¥ĸ ç»ĵæŀľ", + "ä¸į æŃ»", + "èĹ į", + "弯 æĽ²", + "æµ· 峡", + "éĶĢ æ¯ģ", + "çļĦ çĭ¬çī¹", + "示 æĦı", + "ä¸įèĥ½ åĨį", + "èĥ½ æĬĬ", + "éĺ² çº¿", + "ä¸įå°ij äºİ", + "æ± Ģ", + "çļĦ éĤ£ä¸Ģ", + "羣 æĥħ", + "åŀ ®", + "被 æīĵ", + "åĽ½ å®ī", + "ç¾İ å¦Ļ", + "è¿Ļ åĩł", + "åĩº éģĵ", + "æľįåĬ¡ äºİ", + "æĪIJæŀľ 转åĮĸ", + "æīį åįİ", + "天 é¹ħ", + "åĩł 个人", + "åĢĺ èĭ¥", + "èĢ½ 误", + "æĬĹ æĪĺ", + "è¡Į éĬ·", + "æĿ¥ è¢Ń", + "åĢŁ éĮ¢", + "èįī èİĵ", + "ä¸¥æł¼ æī§è¡Į", + "举è¡Į äºĨ", + "å¤ĸ ç±į", + "å·² è¾¾", + "æĿij åħļæĶ¯éĥ¨", + "è¡ Ŀ", + "éĻį èĩ³", + "æµ· éĩı", + "é¤IJ é¦Ĩ", + "æĢ¥ å¿Ļ", + "æ·± è¿ľ", + "å¾Ģ è¿Ķ", + "ç¨İåĬ¡ å±Ģ", + "å¹¿æ³Ľ åºĶçĶ¨", + "è®® åijĺ", + "æĹł æķĮ", + "çľ¼ åħī", + "çĥŃè¡Ģ ä¼łå¥ĩ", + "æŃ IJ", + "äºĨ äºĽ", + "è¿Ŀ èĥĮ", + "è¿Ļ æĺ¯ä¸Ģç§į", + "ä¸į 稳å®ļ", + "大家 åĪĨ享", + "表 çı¾", + "åīį åįģ", + "è·¯ è¿ĩ", + "æĴ ©", + "åIJĮ æĥħ", + "ä¹ł ä¿Ĺ", + "åıij è´¢", + "åºĶ æľīçļĦ", + "æĿİ æŁIJ", + "èĤ Ľ", + "马 åħĭ", + "éĢļ åijĬ", + "å·¨ 人", + "ä¸Ģ åĽ¢", + "éĢĻ 次", + "ä¸į äºĨ解", + "æĸ½ è¡Į", + "èij¡èIJĦ çīĻ", + "åıĺå¾Ĺ æĽ´åĬł", + "æı £", + "åĪĽæĸ° èĥ½åĬĽ", + "çķħ éĶĢ", + "表 æī¬", + "æ¯Ķ åĪ©", + "æ¯ĶåĪ© æŶ", + "åĮ»çĸĹ ä¿ĿéĻ©", + "æĵį 纵", + "伤 亡", + "æµİ å®ģ", + "åıĺ äºĨ", + "æľ¬æ¬¡ æ´»åĬ¨", + "åľŁ 豪", + "æĥ³ åĬŀæ³ķ", + "æĺ ķ", + "å½ĵ æĻļ", + "åĩº å±Ģ", + "çĥŃ è®®", + "è°Ī è°Ī", + "æĻĭ åįĩ", + "åĬ¿ å¿ħ", + "çĻ» å±±", + "éĤ£ åĦ¿", + "åIJĥ åĪ°", + "ä¹ĭ åŁİ", + "å¿« æĿ¥", + "æ¹Ľ æ±Ł", + "第ä¸ī 个", + "åħ¨éĿ¢ æıIJåįĩ", + "å¥ĸ åѦ", + "å¥ĸåѦ éĩij", + "æĬķåħ¥ 使çĶ¨", + "é½IJ é²ģ", + "åı¯ä»¥ æĬĬ", + "åĴĮ ä»ĸçļĦ", + "è´ŃæĪ¿ èĢħ", + "æŃ£å¼ı åIJ¯åĬ¨", + "åįİ æ¶¦", + "ä¸įæĸŃ å®ĮåĸĦ", + "éĴ¢ æĿ¿", + "ç´¯ 积", + "满 èĦ¸", + "åĽĽ æĸ¹", + "è´¢ çī©", + "ä»ĸ们 ä¼ļ", + "å¤ı æĹ¥", + "éĤ£ 个人", + "éĿł çĿĢ", + "çĤ¹ äºĨ", + "çĤ¹äºĨ çĤ¹å¤´", + "æ© ĭ", + "åıĪ 好", + "åıĪ好 åıĪ", + "åıĪ好åıĪ å¿«", + "éĺµ éĺµ", + "å°ģ 建", + "æľ¬ çĶ°", + "çī©ä¸ļ æľįåĬ¡", + "èĩªè´¸ åĮº", + "åIJ ı", + "便åĪ© åºĹ", + "åĽ½å®¶ æłĩåĩĨ", + "éĿ¢ ç²ī", + "èī° è¾Ľ", + "æĶ» åħ³", + "æīĵ åĮħ", + "车 éĺŁ", + "人 éĢī", + "åı¯ ä¸įæĺ¯", + "äºĮ åįģå¹´", + "åIJį å¸Ī", + "浦 举", + "åħ¬ è¯ģ", + "è¿IJ éĢģ", + "æĺ¯ æľĢ好çļĦ", + "æŁĶ åĴĮ", + "çİĭ æŁIJ", + "çĹħ æĪ¿", + "åĨ¶ éĩij", + "ä¸Ģ件 äºĭæĥħ", + "åį ¤", + "åı¯ æݧ", + "çī Ł", + "æĭ Ĥ", + "å·² äºİ", + "人 éĢł", + "çĶŁçī© åĮ»èį¯", + "ä½ĵ çİ°åĩº", + "èĤ² åĦ¿", + "èĢģ å®ŀ", + "åľĸ çīĩ", + "è« ¸", + "ç´¯ äºĨ", + "æĦŁåħ´è¶£ çļĦ", + "åĽ¾çīĩ æĿ¥æºIJ", + "ä¹Ł æĺ¯ä¸Ģç§į", + "æ¾İæ¹ĥ æĸ°éĹ»", + "æŶ 表示", + "åħī è¾ī", + "æĬ¥ åºŁ", + "å²ģ æŶ", + "éħ ®", + "æ£Ģ ä¿®", + "åıĺ éĢŁ", + "åıĺéĢŁ ç®±", + "åľ¨ èģĮ", + "éı ¡", + "æį Ĥ", + "çĿ£ åĬŀ", + "æ°¸ ä¸į", + "åģļ ä¸ĢäºĽ", + "åİĨ æŶ", + "å·¥ç¨ĭ æľºæ¢°", + "æģ° å½ĵ", + "å°± åľ¨äºİ", + "称 åij¼", + "éĢļ常 æĺ¯", + "æł· å¼ı", + "åij¨ ä¸Ģ", + "èĭ± éķij", + "åĿĩ 线", + "ä¼ł éĹ»", + "çĶ¨æĪ· ä½ĵéªĮ", + "èµŀ åIJĮ", + "骨 æĬĺ", + "为主 ä½ĵ", + "æ±Ł å±±", + "æ¸ħ æľĿ", + "æĶĢ åįĩ", + "ä¸į çĽ¸ä¿¡", + "éĿ ´", + "æѦ åĬŁ", + "åĭ¤ åĬ³", + "æĿ¥ æī¾", + "å°Ĩ æĮģç»Ń", + "丫 头", + "æ¨Ļ æºĸ", + "è£ ´", + "深深 çļĦ", + "åŃķ èĤ²", + "è§ĦåĪĴ 建设", + "æ¸ħ çĪ½", + "ç²¾åĩĨ æī¶è´«", + "æīĵçł´ äºĨ", + "è¿Ļä¸Ģ 天", + "å·¥ä½ľ æĢ»ç»ĵ", + "æĹħ ç¨ĭ", + "举 èIJ¥", + "æĶ¾ å°Ħ", + "æľī åĩłä¸ª", + "éĿŀ çī©è´¨", + "åIJĥ å¾Ĺ", + "åĹ ¨", + "ä¼ļ åıijçĶŁ", + "篮 æĿ¿", + "å¼Ģ å°ģ", + "麻 å°Ĩ", + "èıı æ³½", + "ä¸į åIJĪ", + "ç³»åĪĹ äº§åĵģ", + "èѬ å¦Ĥ", + "ç¾İ èªī", + "èĩªå·± åĸľæ¬¢", + "交æĺĵ ä¸Ńå¿ĥ", + "åIJĪ åĶ±", + "使 æĪij", + "åĥı ç´ł", + "带 éĺŁ", + "ä½Ĩ 对äºİ", + "æĬĬ è¿Ļ个", + "èĤĿ èĦı", + "åįķ纯 çļĦ", + "æĶ»åĿļ æĪĺ", + "缼 ä¼ļ", + "åijµ æĬ¤", + "æª Ģ", + "赶 ä¸Ĭ", + "æ¥ Ĭ", + "ä¹ħ äºĨ", + "ç¡ Ŀ", + "çŃĶ é¢ĺ", + "ä¿ĿæĮģ çĿĢ", + "è§ģ è¯Ĩ", + "çĤ¹ åĦ¿", + "åįĬ 个æľĪ", + "æ» ĩ", + "浸 泡", + "ä¼ł éĢģ", + "åľ¨ å¸Ĥåľºä¸Ĭ", + "ä¹ĭ 乡", + "çī¹ éķ¿", + "éĽ ŀ", + "èª ł", + "身 å¤Ħ", + "æŁł 檬", + "身 ç©¿", + "çľģ åħ¬å®ī", + "çľģåħ¬å®ī åİħ", + "åıĻ åĪ©äºļ", + "åĩł åĪĨéĴŁ", + "人 åĢij", + "åľ° 段", + "èĩª åѦ", + "ä¹Ł è¶ĬæĿ¥è¶Ĭ", + "èģĮ æĿĥ", + "æĸ §", + "èĩ »", + "å½Ĵ 纳", + "驾 é©Ń", + "éĥ¨åĪĨ åľ°åĮº", + "没æľī æĥ³åĪ°", + "æĴ ĩ", + "ä¹Į é²ģ", + "ä¹Įé²ģ æľ¨", + "ä¹Įé²ģæľ¨ é½IJ", + "èĤ² 人", + "çļĦ æŃ¥ä¼IJ", + "延 æľŁ", + "æ²¹ æ°Ķ", + "åģļ å®Į", + "åľ£ åľ°", + "丰 åİļ", + "宽 带", + "åı¯éĿł çļĦ", + "åºŃ éĻ¢", + "åŃ ľ", + "å°ı康 社ä¼ļ", + "å®īåħ¨ 管çIJĨ", + "å¹´ 第", + "æİĴ 污", + "èĥĮ åĮħ", + "家 ä½ı", + "åħ¶å®ŀ å°±æĺ¯", + "ä¼ļ è§ģ", + "帮åĬ© ä¼ģä¸ļ", + "ç½ij è´Ń", + "æĺ¯ ä¸įä¼ļ", + "飯 åºĹ", + "æŃ» åİ»", + "åħįçĸ« åĬĽ", + "æľ ķ", + "åĸĿ äºĨ", + "è½» å¾®", + "个æľĪ åĨħ", + "ç»Ħ åĽ¢", + "åĴĮ å®ĮåĸĦ", + "é¸ ½", + "æıIJ éĢŁ", + "西å®ī å¸Ĥ", + "ä¸Ńå¿ĥ 主任", + "æŶéĹ´ 为", + "æľŁ æĿĥ", + "è¶ ķ", + "ä¸įä»ħ è¦ģ", + "æľį ä»İ", + "é¡ĺ æĦı", + "ä¸į å°ı", + "ä¸įå°ı çļĦ", + "ç° ĩ", + "çª ¦", + "åĪĩ æĪIJ", + "åĵĪ åĪ©", + "天 羣", + "ä¸Ģ次 次", + "éĩij å¸ģ", + "æĢİä¹Ī èĥ½", + "ç½ij è´·", + "ä¼ļ计 å¸Ī", + "çŁŃ 缺", + "对 æłĩ", + "åıĺå¾Ĺ æĽ´", + "åīį åĩłå¤©", + "éĺ² æ±Ľ", + "彩 èĻ¹", + "åĵģ ä½į", + "表 æł¼", + "严 å¯Ĩ", + "æ¯Ľ åĪ©çİĩ", + "çļĦ åį±å®³", + "å½ķ åĪ¶", + "æ°´ åĬ¡", + "èĥ½å¤Ł 让", + "å¹³ æĿ¿", + "ä¹³ æĪ¿", + "è¸ı å®ŀ", + "é¦ĸ åĪĽ", + "é¦Ļ èķī", + "æĬ¥ 表", + "ä¸Ģ æĬ¹", + "åĩºçĶŁ äºİ", + "è²» çĶ¨", + "åĩº 让", + "åIJĪæ³ķ æĢ§", + "å°¼ åħĭ", + "åĨ° åĨ·", + "é¦Ļ æ°Ķ", + "åı· 称", + "èµ· çłģ", + "åŁİ åİ¿", + "çİ© èĢį", + "ä¸Ĭ éĻIJ", + "ä¼ļè®® ç²¾ç¥ŀ", + "æĹģè¾¹ çļĦ", + "便 ä¼ļ", + "æıŃ æĻĵ", + "çİ© æĦı", + "éĽª å±±", + "åIJij çĿĢ", + "ä½ĵèĤ² åľ¨çº¿", + "说æĺİ ä¹¦", + "åĮĸ èĤ¥", + "åħļç»Ħ 书记", + "åĬ¨ 人", + "ä¹ĭ æīĢ", + "æľĪ èĩ³", + "æľĢå¿« çļĦ", + "èĬĤ åģĩæĹ¥", + "ä¸ĵ åľº", + "èĢĥ ä¸Ĭ", + "çª Ł", + "é²ľ è¡Ģ", + "è¾ĥ强 çļĦ", + "æĤĦ çĦ¶", + "å¤ļ个 åĽ½å®¶", + "çªĹ å¸ĺ", + "æŀģ å¤§åľ°", + "ä¸įçĶ¨ æĭħå¿ĥ", + "è¿Ļä¹Ī åģļ", + "åĥ¹ æł¼", + "ç¾İ丽 乡æĿij", + "å°ıæŶ åĨħ", + "ç´§ è¿«", + "大 çģ«", + "èĥ³ èĨĬ", + "æĵįä½ľ ç³»ç»Ł", + "æ®ĭ çķĻ", + "åĨĻ åĩº", + "ç¦ģ å¿Į", + "åĬłçĽŁ åºĹ", + "è¿ij çĻ¾", + "便 åı¯", + "æķ´æĶ¹ æݪæĸ½", + "éĩĩ访 æŶ", + "åĶIJ 代", + "æ·±åĮĸ æĶ¹éĿ©", + "çŁ ¢", + "éĥ½ åĸľæ¬¢", + "è¶ĬæĿ¥è¶Ĭ é«ĺ", + "èĬ± æľµ", + "头 çĸ¼", + "å®ī 康", + "å¢ŀéķ¿ çİĩ", + "çľ¼ çľĭ", + "å°±æĺ¯ ä¸ºäºĨ", + "èĢĮ 导èĩ´", + "åĬłå¿« 建设", + "èĬ± æł·", + "åĨħå¿ĥ çļĦ", + "æĺĨ å±±", + "è³ĩ æºIJ", + "åĽŀåĪ° 家", + "èıĬ èĬ±", + "æ°´ éĩı", + "å¾ģ ä¿¡", + "è¡ĮæĶ¿ åĮº", + "ä¹ĥ æĺ¯", + "æĬķèµĦ é¡¹çĽ®", + "å«ģ ç»Ļ", + "ç¥ŀ åľ£", + "ç¨ ł", + "æľ¬æĿ¥ å°±", + "éĢIJ ä¸Ģ", + "èģĮä¸ļ æĬĢæľ¯", + "ä¸įèī¯ ä¿¡æģ¯", + "æīĺ è¿IJ", + "åIJ¯ 示", + "ä¹ĭ åħ§å®¹", + "éŁ ¶", + "奢 åįİ", + "æıŃ ç¤º", + "æĪIJ为 ä¸ŃåĽ½", + "æ¶Īè´¹ åĵģ", + "åħ¬ çĶ¨", + "æIJŀ å®ļ", + "请 ä½ł", + "æŁ ļ", + "åĨħ è¡£", + "ä½Ĩ ä»ĸ们", + "ä¿Ŀ 湿", + "该 åİ¿", + "饱 åĴĮ", + "æݨ åIJij", + "èµĦæĸĻ æĺ¾ç¤º", + "ä¸į å½±åĵį", + "人 人éĥ½", + "åıijå±ķ 壮大", + "åħ»èĢģ æľįåĬ¡", + "çĶŁæ´» æ°´å¹³", + "åIJĦ åİ¿", + "ä½ł éľĢè¦ģ", + "说 çļĦæĺ¯", + "å¤ĸ åªĴ", + "æѤ 人", + "次 è¦ģ", + "追 赶", + "åºĶ该 å¦Ĥä½ķ", + "æĹ¥ åĩĮæĻ¨", + "çķ¥ æľī", + "éĥ½ æĥ³", + "游 ä¹IJ", + "è¿Ļ款 游æĪı", + "å¹³ æ·¡", + "æĺ¯ä¸Ģ åĢĭ", + "å¤ĩ èĢĥ", + "åĪ¶ æŃ¢", + "ä¸Ģå®ļ èĥ½", + "å¾Ĵ å¼Ł", + "以 çĤº", + "åįĥ åħĥ", + "äºĶ åħŃ", + "迪 士", + "迪士 å°¼", + "éĺ³ æĢ§", + "åĨ¬å¥¥ ä¼ļ", + "å°±æĺ¯ åĽłä¸º", + "æĮĤ éĴ©", + "æ¦Ĥ åĨµ", + "åıªè¦ģ æľī", + "æ²¹ çĶ»", + "åľ° æłĩ", + "ä¸Ĭ è°ĥ", + "产ä¸ļ åĽŃåĮº", + "åħ« åįģ", + "æ£ ±", + "液 æĻ¶", + "æĿij å§Ķä¼ļ", + "çŃ¾çº¦ 仪å¼ı", + "è¿Ļ åħ¶ä¸Ń", + "åĨĻ éģĵ", + "示èĮĥ åŁºåľ°", + "éĩİçĶŁ åĬ¨çī©", + "鼻åŃIJ ä¿¡ç®±", + "åĽ½éĻħ è´¸æĺĵ", + "人 æĿĥ", + "ä¿Ŀ 管", + "èĭ¥ æĤ¨", + "åİĭ æĬij", + "é» Ľ", + "åľ° çľĭçĿĢ", + "éĻ °", + "ä¸Ģå¹´ å¤ļ", + "ä»İ 容", + "ä¸Ń æĸŃ", + "å¯Ł è§ī", + "移 交", + "éĶ ¯", + "æĪĸ许 æĺ¯", + "ç¶ ł", + "两 项", + "æľĢ åĸľæ¬¢", + "æľĢåĸľæ¬¢ çļĦ", + "å¤ľ éĩĮ", + "åIJĮ ä»ģ", + "åĪĽæĸ° 驱åĬ¨", + "è°ģ èĥ½", + "é£ ¾", + "åħī åѦ", + "åİ Ħ", + "èĦ± é¢ĸ", + "èĦ±é¢ĸ èĢĮåĩº", + "è¿ ¦", + "æĺ¯ ä¸įåı¯èĥ½", + "çª ¥", + "èĥ½ 满足", + "宽 度", + "伦 çIJĨ", + "åı¯ä»¥ èİ·å¾Ĺ", + "转 ä¼ļ", + "å±± æĿij", + "éĵº 设", + "åĩº åĩ»", + "æĸĩåĮĸ èīºæľ¯", + "ä¼ļè®® 室", + "æŃĮ 声", + "æ» Ķ", + "èIJİ ç¼©", + "æľįåĬ¡ åijĺ", + "åıij表 äºĨ", + "æĸ¼ æĺ¯", + "æĺİç¡® è§Ħå®ļ", + "ç»´ å¥ĩ", + "æ°´ 产", + "æĬķ ä¿Ŀ", + "éĺ´ éģĵ", + "赶 å¿«", + "夺 å¾Ĺ", + "ä¸ĭ åįķ", + "çī©æµģ åħ¬åı¸", + "çݯ ç»ķ", + "å½ Ī", + "ä½ľé£İ 建设", + "æĹħ游 æĻ¯åĮº", + "æľī æĽ´å¤ļçļĦ", + "丰å¯Į å¤ļ彩", + "çIJĨè´¢ 产åĵģ", + "åĩº å·®", + "ä»İ严 æ²»", + "ä»İ严治 åħļ", + "缸 å¹²", + "æ»ĭ 润", + "主åĬŀ æĸ¹", + "åī§ åľº", + "æ»ļ çIJĥ", + "æ©Ħ æ¦Ħ", + "èĩªä¸» åĪĽæĸ°", + "éĢļ å¾Ģ", + "æł¼ å°Ķ", + "çļĦ ä¼ĺçĤ¹", + "èĥĮ ä¸Ĭ", + "çª ľ", + "çĪĨ åĩº", + "å¹³ æķ´", + "ä¸Ģ èĦļ", + "åħ¨ä½ĵ åijĺå·¥", + "éĻIJ å®ļ", + "åŁİéķĩ åĮĸ", + "æ· ³", + "éĢ® æįķ", + "è¡ĮåĬ¨ 计åĪĴ", + "æīĵ å¾Ĺ", + "åİļ éĩį", + "纪å½ķ çīĩ", + "åĿļ ä¿¡", + "央 ä¼ģ", + "åĨį ä¹Łä¸į", + "天 涯", + "åıĤèĢĥ èµĦæĸĻ", + "æľī æ¯Ĵ", + "åIJ¸ 纳", + "è¶Ĭ åıij", + "éĩįè¦ģ æĦıä¹ī", + "åĽ½éĺ² éĥ¨", + "è¿Ļ个 è¡Įä¸ļ", + "æĻ® æŁ¥", + "å¼Ĥ æĢ§", + "延 è¿Ł", + "å°ı å¹ħ", + "èī² æĥħ", + "综åIJĪ æ²»çIJĨ", + "æŃ£æĺ¯ åĽłä¸º", + "产ä¸ļ ç»ĵæŀĦ", + "çłĶ究 æĬ¥åijĬ", + "åģľ ä¸ĭ", + "éķ¿ èĢģ", + "éĩĿ å°į", + "åįĹ京 å¸Ĥ", + "çģĮ æºī", + "转 è¿IJ", + "欺 è¯Ī", + "éĢł åģĩ", + "åĪĨå¸ĥ å¼ı", + "æĦŁ 触", + "æĪij å½ĵæŶ", + "åıij è§ī", + "åĽ¾ 纸", + "æĶ¹ èī¯", + "çĭł çĭł", + "åĨ² åĪº", + "æĸ° 京", + "æĸ°äº¬ æĬ¥", + "ç¥ŀ åĻ¨", + "秸 ç§Ĩ", + "çĪ º", + "å°Ĩ è¿İæĿ¥", + "å·¥ ä¿¡", + "工信 éĥ¨", + "éĻIJ éĩı", + "æŃ¢ æįŁ", + "åѦä¼ļ äºĨ", + "åįİ çĽĽ", + "åįİ缼 é¡¿", + "å¾Į ä¾Ĩ", + "ä¸ĭéĿ¢ æĺ¯", + "ä¸ĭéĿ¢æĺ¯ å°ı", + "æIJ¬ è¿IJ", + "ç¾İæľ¯ é¦Ĩ", + "æ¸ħ åĩī", + "å¤ļå¹´ åīį", + "è© ŀ", + "åįĥ ç±³", + "表 è¿°", + "æ±Ł éŨ", + "åĬłæ²¹ ç«Ļ", + "æľ¬ èĥ½", + "导 读", + "åĽ´ è§Ĥ", + "并 åIJij", + "åŁºæľ¬ æĥħåĨµ", + "æīĵ å¼ĢäºĨ", + "è¿Ļ ä¸ī个", + "æ±ķ 头", + "强 æľīåĬĽ", + "强æľīåĬĽ çļĦ", + "è¿Ľ åľº", + "ä¹Ŀ æ±Ł", + "çIJĥ æĺŁ", + "好çľĭ çļĦ", + "大 æĪ·", + "æ¹ ¯", + "å¥ĩ å¦Ļ", + "ä¹IJ åĻ¨", + "æĪijçļĦ å¿ĥ", + "çľī 头", + "åĨľä¸ļ çĶŁäº§", + "ç¼ĸ çłģ", + "åŁº ç¤", + "åŁºç¤ İ", + "天 æĸĩ", + "åĢĭ人 è³ĩè¨Ĭ", + "åİ» è¿ĩ", + "èģĨ åIJ¬", + "æĶ¾ åģĩ", + "ä¸į åħ·å¤ĩ", + "æ·Ģ ç²ī", + "大 佬", + "åħ¨ 天", + "åħ¨éĿ¢ 建æĪIJ", + "éļIJ å½¢", + "ç¼ħ çĶ¸", + "åIJ ³", + "è¡ĮæĶ¿ æī§æ³ķ", + "åŁİ åł¡", + "èİ« æĸ¯", + "èİ«æĸ¯ ç§ij", + "æīĢæľī æĿĥ", + "éĽĨ åľĺ", + "å±Ģ åī¯å±Ģéķ¿", + "åĩłä¹İ 没æľī", + "æ´ģ åĩĢ", + "çĶµå½± èĬĤ", + "åŃ© ç«¥", + "æīĢ åģļçļĦ", + "æ¸ħ 代", + "æĸ° çīĪ", + "éĵĿ åIJĪéĩij", + "为 æĬĵ", + "为æĬĵ æīĭ", + "åĪ¤ å®ļ", + "çī¹ 产", + "æīĭ æ©Ł", + "ä¸įåı¯ æĪĸ", + "ä¸įåı¯æĪĸ 缺", + "å¸Ĥåľº è§Ħ模", + "åĿ ¯", + "åĮ» åѦéĻ¢", + "å¿« è¦ģ", + "èĮ ľ", + "æĬĺ èħ¾", + "äºĨ è¿ĩæĿ¥", + "æĬ¥åijĬ æľŁåĨħ", + "çī© ç§į", + "ç»Łè®¡ å±Ģ", + "æī© 建", + "æ¶ ħ", + "责任 人", + "éĺ İ", + "è¯Ħ è®®", + "å¾Ģ äºĭ", + "æīĢ 示", + "æķ´ æ´ģ", + "éĹº èľľ", + "æĹħ éĢĶ", + "å®ŀ è®Ń", + "ä¹ĭ 称", + "å·´ 士", + "éĢŁåº¦ å¿«", + "ä¸įä»ħ å¦ĤæѤ", + "å®Ŀè´µ çļĦ", + "åºŁ çī©", + "æ²³ æ°´", + "æİ¥ 纳", + "ç²¾ æ¹Ľ", + "åħ¶æ¬¡ æĺ¯", + "顺 å¾·", + "åħ¬åħ± åį«çĶŁ", + "è¤IJ èī²", + "ä¸į æĥľ", + "æĬĢæľ¯ æľįåĬ¡", + "æİ ·", + "æ±Ĥ èģĮ", + "ä¸ī 峡", + "æĬķåħ¥ åĪ°", + "太 åIJİ", + "åIJ¯åĬ¨ 仪å¼ı", + "缴æİ¥ å½±åĵį", + "æĸ° 款", + "个 乡éķĩ", + "çĻ¾ 亿", + "åº «", + "ä¹Ł æŃ£æĺ¯", + "åı¶ çīĩ", + "æľĢæĹ© çļĦ", + "æĪĺ 绩", + "å·¥ æľŁ", + "æĻļ æľŁ", + "è¿Ļæł· 说", + "è¯į è¯Ń", + "ä¾ Ħ", + "æķ£ çĥŃ", + "éĽĨæĪIJ çĶµè·¯", + "åIJį è¯į", + "æĻº åķĨ", + "æĭ¥ åłµ", + "çĭĤ 欢", + "è¿Ļ èĪ¬", + "æµ´ 室", + "åijķ åIJIJ", + "æľªæĿ¥ åıijå±ķ", + "ä¸īä½į ä¸Ģä½ĵ", + "åªĴ é«Ķ", + "ä¸įå¾Ĺ 转载", + "åĽłä¸º 她", + "æĺ¾ç¤º å±ı", + "ä¾Ľ æļĸ", + "éĨ« éĻ¢", + "æľī æĦıæĢĿ", + "æľīæĦıæĢĿ çļĦ", + "娱ä¹IJ åŁİ", + "åįµ å·¢", + "åĪĽéĢł åĬĽ", + "ç«ł èĬĤ", + "人大 常å§Ķ", + "èĢĮ çİ°åľ¨", + "å¤ĸ å©Ĩ", + "å¢ŀ æĮģ", + "äºĶ åįĥ", + "èĢģå¸Ī 们", + "æ´Ľ æĿī", + "æ´ĽæĿī 磶", + "æİĮæı¡ äºĨ", + "ä¸ŃåĽ½ æĸĩåĮĸ", + "æĸ° æĶ¿", + "主è¦ģ çĶ¨äºİ", + "åıij çĥ§", + "类似 äºİ", + "åĮĹ æŀģ", + "æĪij们 认为", + "å¼¥ 漫", + "åħ¨çIJĥ ç»ıæµİ", + "é¢ IJ", + "ä¸Ģèµ· è£ħä¿®", + "æĶ Ĵ", + "æĭī èIJ¨", + "帶 ä¾Ĩ", + "åĨ· æ°´", + "ä¸ī åĨľ", + "æĿ¿ æĿIJ", + "è¿ŀ è¿ŀ", + "éĵ ®", + "ç»ıèIJ¥ çIJĨ念", + "å±± 顶", + "å¾Ī æĥ³", + "çĺ «", + "å§ĭç»Ī ä¿ĿæĮģ", + "åľ¨ 广å·ŀ", + "ä¸įåIJĮ æĦı", + "åıĺ åİĭ", + "åıĺåİĭ åĻ¨", + "产 éĶĢ", + "表 éĿ¢ä¸Ĭ", + "æīĢ以 ä»ĸ", + "ç»ıéªĮ 丰å¯Į", + "éĥ¨ å§Ķ", + "åħµ åĽ¢", + "æīĢ è¿°", + "æķ¦ çħĮ", + "ç»ıèIJ¥ èĮĥåĽ´", + "åı£ è¯Ń", + "失 ä¿¡", + "æ¯ı个人 çļĦ", + "æīĭ æĮģ", + "æģIJ æħĮ", + "åł¡ åŀĴ", + "é¦ ħ", + "éĵ¸ éĢł", + "æĭ¿ åĩºæĿ¥", + "æİ¢ æµĭ", + "大家 ä¸Ģèµ·", + "å¥ §", + "å®ŀè´¨ æĢ§", + "å°ı åĦ¿", + "èĩº åįĹ", + "èĩºåįĹ å¸Ĥ", + "å¼Ģåıij èĢħ", + "åı¯ æł¹æį®", + "ç®± åŃIJ", + "饺 åŃIJ", + "å¿Ļ çĿĢ", + "æĿ¥ ä¸įåıĬ", + "缸 ä¼ł", + "åĽ½ ç½ij", + "èħ¹ æ³»", + "è¿ĻéĩĮ æľī", + "é£İ æĻ¯åĮº", + "åıĤ ä¿Ŀ", + "æŃ» èĢħ", + "æĪ´ ä¸Ĭ", + "æ©Ł æ§ĭ", + "è¯ķéªĮ åĮº", + "ä¼ł æİĪ", + "æµ· è¾¹", + "泪 æ°´", + "缸åħ³ åĨħ容", + "éĥij å·ŀå¸Ĥ", + "åħij çİ°", + "两 åij¨", + "èĬľ æ¹ĸ", + "çĶµåŃIJ ä¿¡æģ¯", + "红 å¤ĸ", + "æĹħ游 å±Ģ", + "å¾Ģå¾Ģ ä¼ļ", + "è¿ħ çĮĽ", + "ä¼ł 羣", + "æ¸ħ æ¾Ī", + "å°± è¿ij", + "微信 群", + "ç³»åĪĹ æ´»åĬ¨", + "ç»ı常 ä¼ļ", + "è§Ĥ æµĭ", + "å¿ĥå¾Ĺ ä½ĵä¼ļ", + "éĻĪ åĪĹ", + "åĮĹ æĸĹ", + "è« ®", + "è«® è©¢", + "è¿ĺæĺ¯ ä¼ļ", + "æµĭ ç®Ĺ", + "æĺŁ ç©º", + "宽 容", + "çī©ä¸ļ åħ¬åı¸", + "æĪĴ æĮĩ", + "å¸ħ æ°Ķ", + "ä¸ĢæŃ¥ æŃ¥", + "åħ± 鸣", + "åĨ³ ä¸į", + "æİ¥ 管", + "å¦ĩ èģĶ", + "æ¯Ķ åĸ»", + "é²ģ è¿ħ", + "æĮģ çºĮ", + "缸 亲", + "å¨ģå°¼æĸ¯ 人", + "ç«ĭ 项", + "åĪ Ŀå§ĭ", + "èĩª åĪ¶", + "è¿Ī è¿Ľ", + "ä¸Ĭ æ±½", + "å®ı ä¼Ł", + "æł¹æľ¬ 没æľī", + "æĸ°åĨł çĹħæ¯Ĵ", + "åĵª ç§į", + "康 åħ»", + "è¡° èĢģ", + "å½ķ åĥı", + "é«Ķ é©Ĺ", + "ç»ij å®ļ", + "é¢Ŀ 头", + "äºĶ æľĪ", + "èĬ± å¼Ģ", + "ä¸Ģ线 åŁİå¸Ĥ", + "åĪ° åľº", + "æĬķ éĻį", + "çĹĺ çĹĺ", + "åıĹ ä¸įäºĨ", + "æīİ æł¹", + "æĽ´ ä½ķåĨµ", + "æĬ½ æŁ¥", + "åĩº è·¯", + "审议 éĢļè¿ĩ", + "ä¸į åĥħ", + "èī² è°ĥ", + "çĻ¾ ä½Ļ", + "èĤł éģĵ", + "æ·±åİļ çļĦ", + "马 åĬĽ", + "æĹ© æĻļ", + "æŃĮ èĪŀ", + "éĺ² æĻĴ", + "æľĢåIJİ ä¸Ģ个", + "樱 èĬ±", + "å°ıä¼Ļ åŃIJ", + "åľ¨ å½ĵåľ°", + "å°ıä¼Ļä¼´ 们", + "èµ· æºIJ", + "åħ¨ åªĴä½ĵ", + "ç° ½", + "éħ± æ²¹", + "æĹłè®º å¦Ĥä½ķ", + "裤 åŃIJ", + "åģľ 产", + "ä¸įçĶ± å¾Ĺ", + "çīµ å¼ķ", + "ä¼ł åĬ¨", + "ä¹Ŀ é¾Ļ", + "åĬł åĽº", + "ä¹Łä¸į æķ¢", + "æĬĢæľ¯ æĶ¯æĮģ", + "ä¸Ĭ å²Ĺ", + "ç»ıéªĮ åĴĮ", + "æł¼ æŀĹ", + "åIJ¸ éĻĦ", + "æľªæĪIJ å¹´", + "奢ä¾Ī åĵģ", + "追 æį§", + "好 ä¸į容æĺĵ", + "èķ´ åIJ«", + "ä¿Ŀ å®ļ", + "æĬ¥ ä¸ļ", + "æµ· åĨħå¤ĸ", + "ä½ł çİ°åľ¨", + "æ²¹ èĢĹ", + "è´¨éĩı 管çIJĨ", + "æ½ľ æ°´", + "丽 æ±Ł", + "转 åħ¥", + "è¿Ļä¹Ī ä¹ħ", + "æĺİ ä»£", + "责任 åĪ¶", + "éĩį å·¥", + "大 å·´", + "触 åıĬ", + "èµ· åĪĿ", + "大 å¦Ī", + "æĸ¯ å¡Ķ", + "åĨĽ å·¥", + "书 éĻ¢", + "å³ ¨", + "æݨ çIJĨ", + "è¿Ļç¯ĩ æĸĩç«ł", + "è¿ģ 移", + "åľ¨ åIJĮä¸Ģ", + "ç»Ĩ ç»Ĩ", + "åīĬ å¼±", + "书 æĪ¿", + "ç¶ĵ 常", + "è¯ķ é¢ĺ", + "æĤ£ ä¸Ĭ", + "çĻ«çĹ« çĹħ", + "åĨ² æ´Ĺ", + "å¤ĸ æı´", + "åħĭ åĪ¶", + "åįģ æľĪ", + "åģļ ä¸įåĪ°", + "ç¾İ åĮĸ", + "å¦Ĥ æľŁ", + "è¿ĺ éľĢ", + "天 åºľ", + "å°± æĦıåij³çĿĢ", + "çļĦç¡® æĺ¯", + "éªĹ å±Ģ", + "å°ıç»Ħ èµĽ", + "è© ©", + "ä¹Ŀ å¹´", + "æĻĵ å¾Ĺ", + "çłĶ究 人åijĺ", + "大 éħĴåºĹ", + "ç§ij åѸ", + "åħŃ åIJĪ", + "çķĮ å®ļ", + "车 è½½", + "å¼Ģ çĿĢ", + "毫 æĹłçĸij", + "毫æĹłçĸij éĹ®", + "è¿IJ ç»´", + "ç¦ģ åĮº", + "èĦ± èIJ½", + "讲 å¸Ī", + "产ä¸ļ åŁºåľ°", + "é«ĺ æĢ§èĥ½", + "åħī 彩", + "çİ° éĺ¶æ®µ", + "åĩ ¿", + "è¾ĥ å·®", + "饮 çĶ¨æ°´", + "éĸĭ çĻ¼", + "ç½ij åIJ§", + "çĮ´ åŃIJ", + "æѦ æŀĹ", + "å®ī åİ¿", + "ä¸įåı¯ æĢĿ", + "ä¸įåı¯æĢĿ è®®", + "éĬ· åĶ®", + "è´« ç©·", + "为 åķ¥", + "éº ĵ", + "å¹¾ åĢĭ", + "è§Ħ模 以ä¸Ĭ", + "æı ļ", + "被 åĽ°", + "缺 å¸Ń", + "å¿« é¤IJ", + "æĬ¢ åįł", + "æĻ Ł", + "å¤į æ´»", + "æľ¬æĬ¥ 讯", + "åĪĽ ä¸ĭ", + "æµ· 滩", + "éĩı 产", + "å¦Ĥä½ķ åİ»", + "车 ä½į", + "å¯ ĩ", + "äºĮ åįģåĽĽ", + "ç»ıæµİ æįŁå¤±", + "éħįå¥Ĺ 设æĸ½", + "åŁºæľ¬ éĿ¢", + "äºī 论", + "就好 åĥı", + "çłĶ究 æĪIJæŀľ", + "éĻĪ è¿°", + "æīĵ åĬ¨", + "ä¸ĭ å·´", + "ç§Ĵ éĴŁ", + "对 人ä½ĵ", + "æĬĢæľ¯ çłĶåıij", + "åİŁ åŃIJ", + "æĺ¯ä¸Ģ 项", + "äºĨä¸Ģ 份", + "æĮĩ çĶ²", + "çĶ¨ éĩı", + "è¿ĺä¸į å¤Ł", + "æĶ¿åºľ éĩĩè´Ń", + "çŁ¥è¯Ĩ çĤ¹", + "ä¸ŃåĽ½ 梦", + "å¾Ī å¼Ģå¿ĥ", + "礼 è²Į", + "éĿŀ常 å¤ļ", + "éĿŀ常å¤ļ çļĦ", + "åĽ ļ", + "æĹħ é¦Ĩ", + "å°½ æĥħ", + "æŃĮ åĶ±", + "æ²Ļ é¾Ļ", + "车 åİ¢", + "客 æµģ", + "åģı å·®", + "积累 äºĨ", + "æ¡ Ķ", + "çĶ» çĶ»", + "ä¹Ł åºĶ该", + "åºĶçĶ¨ ç¨ĭåºı", + "èĥĥ èĤł", + "以 å¾Į", + "豪 å®ħ", + "æ·± åĬłå·¥", + "缴 è¨Ģ", + "åĮĸ çŁ³", + "åĽ½ éģĵ", + "ä¸ĥ 个", + "ä»İèĢĮ 使", + "èĤł èĥĥ", + "æĹ¥ è¶ĭ", + "çĪ¶ åŃIJ", + "ç· ©", + "æĭĽ çīĮ", + "产 å¦ĩ", + "çķª èĮĦ", + "æĪij éĻ¢", + "建çŃij å·¥ç¨ĭ", + "å±ķè§Ī ä¼ļ", + "家éķ¿ 们", + "åĨľ ä½ľçī©", + "æĹ¥ å¤ľ", + "æĶ» æĵĬ", + "è§Ħ éģ¿", + "èĪŁ å±±", + "便 æ°ij", + "åħ« åŃĹ", + "ä¸į æĽ¾", + "æĶ¯ éħį", + "çĨ¬ å¤ľ", + "人 é¡ŀ", + "ç´Ģ éĮĦ", + "ç»ıèIJ¥ æ´»åĬ¨", + "大 涨", + "å¸Ĥå§Ķ 常å§Ķ", + "åĪĨ éIJĺ", + "ä¸Ģ个 èģĮä¸ļ", + "çĹħ åĽł", + "è¿Ļ 对äºİ", + "ä¸įå¾Ĺä¸į 说", + "åıijçĶµ æľº", + "æľīæīĢ 帮åĬ©", + "缮æłĩ ä»»åĬ¡", + "åĽł åľ°", + "åĽłåľ° åĪ¶", + "åĽłåľ°åĪ¶ å®ľ", + "å°Ĩ è¾¾åĪ°", + "ç²Ĺ ç³Ļ", + "稳 åĽº", + "å« £", + "çİ°åľ¨ å¾Īå¤ļ", + "ä¸ĸçķĮ 级", + "å¼ł æŁIJ", + "çĤ¹ ç¼Ģ", + "èij µ", + "社ä¼ļ ç»Ħç»ĩ", + "å¾Ģ åIJİ", + "åĬł æģ¯", + "åĻª 声", + "æľī åħ´è¶£", + "为æĤ¨ æıIJä¾Ľ", + "æ²¹ æ¼Ĩ", + "ç¬¬åĽĽ å±Ĭ", + "çļĩ 宫", + "ä¹Ĵ ä¹ĵ", + "ä¹Ĵä¹ĵ çIJĥ", + "éļ¨ èijĹ", + "éģ© åIJĪ", + "åįĹ éĿŀ", + "æĵ ´", + "西 æ´ĭ", + "åĬł å¯Ĩ", + "æĪIJåĬŁ 举åĬŀ", + "åı£ æ°´", + "æĪIJ 年人", + "æīĢ æıIJä¾ĽçļĦ", + "éļĶ å£ģ", + "åľ¨ 京", + "å½ĵåľ° æŶéĹ´", + "çŃī åIJĦç§į", + "é£İ æ°Ķ", + "å±ĭ éĩĮ", + "ä¸Ģ åŃĹ", + "çļĦæŶéĹ´ éĩĮ", + "åĺ¿ åĺ¿", + "å¿« 讯", + "ä¸Ń åľº", + "ä¸Ģ çĵ¶", + "æ» ķ", + "é¢Ĩ è·ij", + "好 èݱ", + "好èݱ åĿŀ", + "没 åħ³ç³»", + "åĩº å¢ĥ", + "ä¸įæĺ¯ ä¸Ģ个", + "éĥ½æĺ¯ éĿŀ常", + "éľĩ åĬ¨", + "èİ· èĥľ", + "åįļ å¼Ī", + "æĬļ åħ»", + "对 ç«ĭ", + "æľįåĬ¡ æľºæŀĦ", + "è°£ è¨Ģ", + "社ä¼ļ ç§ijåѦ", + "åIJ¬è¯´ è¿ĩ", + "æī ³", + "æīĵ 磨", + "åı£ æľį", + "好 åĥıæĺ¯", + "以åıĬ åħ¶ä»ĸ", + "çī¹ è´¨", + "亲 è¿ij", + "ä¸Ģ ç»ı", + "æ¶ Ŀ", + "éŃĶ æľ¯", + "éģĵè·¯ 交éĢļ", + "è§Ħ模 æľĢ大", + "å®ŀæĸ½ æĦıè§ģ", + "ä¹ ŀ", + "ä¸Ģ ä¸ĸ", + "åŁ· è¡Į", + "è±Ĩ çĵ£", + "åĪĹ ä¸º", + "æķħ 宫", + "çĶŁ åij½åij¨æľŁ", + "ä¸īç§į èģĮä¸ļ", + "详ç»Ĩ ä»ĭç»į", + "å®Į å¤ĩ", + "岩 çŁ³", + "éļı æīĭ", + "é£ ²", + "æķĪæŀľ åĽ¾", + "ç§ĭ åĨ¬", + "åĬŁ å¾·", + "è§Ħç«ł åĪ¶åº¦", + "æĹ¥ æ¸IJ", + "æīĢ éľĢè¦ģ", + "æīĢéľĢè¦ģ çļĦ", + "å²Ľ ä¸Ĭ", + "åĩº åľŁ", + "åĽ¾ æĸĩ", + "ç§ijæĬĢ è¿ĽæŃ¥", + "éĢļ èĥĢ", + "èĢģ 太太", + "èĭĹ æľ¨", + "éĵ¶ å·Ŀ", + "å¸IJ 篷", + "éĿŀ è¦ģ", + "éħį çĶµ", + "å¤Ħ å¢ĥ", + "èĤ¡æĿĥ æĬķèµĦ", + "ä¸Ģ缴 åĪ°", + "åĿĩ çĶ±", + "æĬĹ æĹ¥", + "æį® ä»ĭç»į", + "ä½ł åĸľæ¬¢", + "åĪĽæĸ° åŀĭ", + "åıĺ è¿ģ", + "è§Ĩ å¯Ł", + "å®Įåħ¨ 没æľī", + "åħĥ æŦ", + "åı¯ ä¿¡", + "åı¦ è¡Į", + "æĿij 级", + "åħ¥ åľº", + "æIJŃ æ¡£", + "ä¹Ł åĽłæѤ", + "æį¢ æĪIJ", + "ä¸į è´Ł", + "äºĨ 大éĩıçļĦ", + "éģĶ åĪ°", + "å¸Ĥ åİ¿", + "å¹´ è¼ķ", + "å¿« æīĭ", + "å¸Į å°Ķ", + "èĩª èIJ¥", + "éĽª èĬ±", + "æIJ ģ", + "çľ¼ ç§ij", + "æŃ£ 確", + "çļĦ 姿æĢģ", + "åĿļå®ŀ çļĦ", + "æĮĩ 纹", + "æªĶ æ¡Ī", + "ç½® äºİ", + "佩 æľį", + "豪 éŨ", + "åĵ Ĵ", + "æģ° 好", + "檢 æŁ¥", + "åĪĿ è¡·", + "大 åĶIJ", + "约 ä¼ļ", + "èĴ¸ åıij", + "çŃ¹ åĪĴ", + "å¹´ ç»Ī", + "è¡Į æ¥Ń", + "åħ± éĿĴ", + "åħ±éĿĴ åĽ¢", + "ä¼ļ å¼ķèµ·", + "ä¸Ń ç§ij", + "ä¸Ńç§ij éĻ¢", + "æĮ¯ åĬ¨", + "åį´ åıijçİ°", + "ä¸įåĬ¨ 产", + "èĮ ¹", + "æĪ¿éĹ´ éĩĮ", + "è´§å¸ģ æĶ¿çŃĸ", + "æ²» çĻĤ", + "æħİ éĩį", + "å¡ŀ å°Ķ", + "åĽ½ ç±į", + "åĽł æŀľ", + "çŃī çī¹çĤ¹", + "å±± è°·", + "ä¸ĭ è¼ī", + "è®ĵ æĪij", + "饮 éħĴ", + "è¿Ļ个 游æĪı", + "ç»Ŀ 大éĥ¨åĪĨ", + "åĴ¨è¯¢ æľįåĬ¡", + "å¹² æ´»", + "è®® ä¼ļ", + "æ¦Ĥ è¿°", + "åĪĨ åĮº", + "æŃ» åIJİ", + "ç«Ļ çĿĢ", + "主è¦ģ é¢Ĩ导", + "åIJĮ åŁİ", + "大 æłij", + "对 åѦçĶŁ", + "社ä¼ļ ä¿ĿéĻ©", + "å¢ŀ èµĦ", + "主人 åħ¬", + "å®£ä¼ł æķĻèĤ²", + "æĸĩåĮĸ 交æµģ", + "客 æĪ¶", + "çŁ¥åIJį åĵģçīĮ", + "æ»ŀ åIJİ", + "äºĴ è¡¥", + "æĦŁ 人", + "åī ¿", + "åIJİ ä»£", + "äºī 龸", + "æķĻèĤ² åŁ¹è®Ń", + "éĿĻ èĦī", + "ä¹ı åĬĽ", + "说 åĩºæĿ¥", + "çİĭèĢħ èį£èĢĢ", + "åĢ «", + "åįĩ èµ·", + "éķ ģ", + "åĩº 游", + "éĢļè¡Į è¯ģ", + "å·¥ä½ľ å²Ĺä½į", + "åĮł å¿ĥ", + "æĭ¿ æĿ¥", + "æ´Ĺè¡£ æľº", + "æĪijä¸į æĥ³", + "é¢Ħ è§ģ", + "æ¼Ķ 示", + "ä¸Ģ缴 没æľī", + "è·Ł 她", + "对çħ§ æ£ĢæŁ¥", + "ç° ¿", + "ä¸ĵ å¿ĥ", + "è®® äºĭ", + "åīį 端", + "åį¡ å°Ķ", + "è¨Ń å®ļ", + "设置 äºĨ", + "å©ļ 纱", + "åľ¨ åĽ½å¤ĸ", + "åı³ 侧", + "è³¼ çī©", + "å¥ĩ èij©", + "å¢ŀåĬł åĢ¼", + "好 è¿IJ", + "åĽ½éĻħ æľºåľº", + "ä¸ĭ 称", + "缮åīį 为æŃ¢", + "ç¥ŀ ä»Ļ", + "å®ĥ åı¯ä»¥", + "æ¾Ħ æ¸ħ", + "èĥ½ 使", + "游 åĩ»", + "游åĩ» éĺŁ", + "åĩ ¹", + "ä¸įè¦ģ åĨį", + "åĨ³ èĥľ", + "åĨ³ æĪĺ", + "æĭ ½", + "缼 åħ¸", + "å¾Ī好 åľ°", + "æľĢ ç¾İçļĦ", + "åĥ ļ", + "å·´ åŁº", + "å·´åŁº æĸ¯åĿ¦", + "æľĢ éĢĤåIJĪ", + "é«ĺ èģĮ", + "ä¿Ŀ å§Ĩ", + "æİĪ æ¬Ĭ", + "说åĪ° è¿ĻéĩĮ", + "æݨ å¼Ģ", + "çİĩ è¾¾", + "ä¸īåĪĨ ä¹ĭä¸Ģ", + "管çIJĨ ä¸Ńå¿ĥ", + "交 æ±ĩ", + "森æŀĹ åħ¬åĽŃ", + "å¾Ģ ä¸Ĭ", + "éªij è¡Į", + "æį® æѤ", + "纽 带", + "ç» ŀ", + "ä¸ī æĸ¹", + "æĦıä¹ī ä¸ĬçļĦ", + "æݨ è¿Ł", + "å¤ļæł· æĢ§", + "æĥ³ èµ·äºĨ", + "æİĴåIJį 第", + "å·¨ é¢Ŀ", + "æĿŁ ç¼ļ", + "å®ī å®ļ", + "äºĭ 實", + "çļĦ æĦ¿æľĽ", + "è£ħå¤ĩ åĪ¶éĢł", + "人 å±ħ", + "人å±ħ çݯå¢ĥ", + "å¿ĺè®° äºĨ", + "该 游æĪı", + "楼 ä¸Ĭ", + "å¼Ģ ä¼ļ", + "æģ ³", + "åıĭæĥħ éĵ¾æİ¥", + "ç¡ Ĵ", + "ç»ĻäºĪ äºĨ", + "åģı 好", + "åĵ ī", + "交éĢļ å®īåħ¨", + "éĽ Į", + "æ²» çĹħ", + "è§īå¾Ĺ å¾Ī", + "衬 è¡«", + "å¿ĥ æĦ¿", + "æ´ŀ å¯Ł", + "æ°ij æ£Ģå¯ŁéĻ¢", + "æıIJ çĤ¼", + "è¦ģ è¿Ľä¸ĢæŃ¥", + "驾 车", + "æĻ® æĥł", + "æķ ĸ", + "ç¦ı éŁ³", + "éĢģ è¾¾", + "è§ĦåĪĴ 设计", + "æīĭ å¥Ĺ", + "å®ī ä¿Ŀ", + "è¿ĺä¸į å¦Ĥ", + "åīį è¿°", + "æłĩ è®°", + "ç´§ æİ¥çĿĢ", + "æ§ IJ", + "深深 åľ°", + "满满 çļĦ", + "æĺ¥ è¿IJ", + "æĹ¥ 产", + "çĪ± æĬ¤", + "åħ¨ æĹ¥", + "åħ¨æĹ¥ åĪ¶", + "转 åĬ¨", + "ç¥Ń ç¥Ģ", + "ä¹° ä¸ľè¥¿", + "对 æľªæĿ¥", + "æ¶Ī失 äºĨ", + "åļ´ éĩį", + "ä¸ī æĿ¡", + "éħ¸ 奶", + "éĽĨåĽ¢ èĤ¡ä»½", + "西 è·¯", + "åıª å¾Ĺ", + "éĢģ åİ»", + "çĭł æĬĵ", + "åĪ©çĶ¨ çİĩ", + "ä¸ĭ åij¨", + "å¥ĭ æĪĺ", + "æĺ¥èĬĤ æľŁéĹ´", + "è´Ł 责任", + "æĺĤ è´µ", + "å°¾ å·´", + "ç¯ĩ æĸĩç«ł", + "åħ ®", + "è®Ĭ æĪIJ", + "å¹ ¹", + "çĻ» éĮĦ", + "ä½ Ī", + "å·¥ åĮł", + "åĵªæĢķ æĺ¯", + "åıį åĵį", + "ç§ ĥ", + "åĩº 轨", + "æĹ¥ åĨĽ", + "åIJį èªī", + "æķı éĶIJ", + "æľįåĬ¡ æ°´å¹³", + "çħ§ å°Ħ", + "ä¼Ĭ æĭī", + "ä¼Ĭæĭī åħĭ", + "åĨħ éĺģ", + "èĬĴ æŀľ", + "ä¸ĩ åĪĨ", + "éĢĢ 款", + "缴æĴŃ éĹ´", + "æĭ¿ åĪ°äºĨ", + "å°İ èĩ´", + "空æ°Ķ ä¸Ń", + "客æĪ· æľįåĬ¡", + "è¿IJ åĬ¿", + "ç»ĵ çŁ³", + "ä¸į å¿ħè¦ģçļĦ", + "èĥ¶ åĽĬ", + "çIJĨ ä¼ļ", + "æĬ½ åĩº", + "空æ°Ķ è´¨éĩı", + "æ¯ķ ç«Łæĺ¯", + "åĨ· æ¼ł", + "ä¸Ģ å¦Ĥ", + "ä¸Ģå¦Ĥ æĹ¢", + "ä¸Ģå¦ĤæĹ¢ å¾Ģ", + "æĤ£ çĹħ", + "åĬł æĮģ", + "èµŀ åĬ©", + "é« ®", + "åij½ ä¸Ń", + "æĦıä¹ī ä¸Ĭ", + "ä¸į èĪį", + "åģļ 梦", + "æīĵ æī«", + "æĺŁ åħī", + "æĸŃ è£Ĥ", + "åħ¨ å¥Ĺ", + "è£ģ å®ļ", + "马 åħĭæĢĿ", + "骨 骼", + "ä¸Ģ è·¯ä¸Ĭ", + "å®ļ æŶ", + "å·¥ç¨ĭ æĬĢæľ¯", + "å½¼ å¾Ĺ", + "æ±² åıĸ", + "ä¸Ģ è§Ī", + "åIJµ æŀ¶", + "ä¿Ĺ 称", + "æłª æ´²", + "åºŁ æŧ", + "è¡Į æĺŁ", + "åıijçĶŁ åıĺåĮĸ", + "é¦ĸ ä»ĺ", + "åįģåĪĨ éĩįè¦ģ", + "æĬĬ è¿ĻäºĽ", + "ç¥ŀ å·ŀ", + "æıIJä¾Ľ åķĨ", + "æ¥ ·", + "å± İ", + "çĬ¶ åħĥ", + "åŁİ å¢Ļ", + "çľĭ ä¸Ģçľĭ", + "çĶŁäº§ èĥ½åĬĽ", + "åŁºæľ¬ä¸Ĭ éĥ½", + "æīĵ æī°", + "åĪĿ 次", + "åĩº 示", + "åħ¶ä¸Ń ä¸Ģ个", + "çĶŁæĢģ ç³»ç»Ł", + "æīĭ æİĮ", + "æµİåįĹ å¸Ĥ", + "åľĭ åħ§", + "æŃ£ åĢ¼", + "å¹¾ ä¹İ", + "æݨèįIJ éĺħ读", + "è¿Ń 代", + "è°ĥ ä¾ĥ", + "饮 åĵģ", + "å¢Ļ ä½ĵ", + "åıĺ çİ°", + "äºĨ 好", + "äºĨ好 åĩł", + "ä¸į çķĻ", + "çĪ ²", + "å°½ æĹ©", + "æŃ£åľ¨ è¿Ľè¡Į", + "åĩº éĻ¢", + "æĿĢ 害", + "æıIJ 款", + "åıijå±ķ 空éĹ´", + "åīį 身", + "ä¸įæĸŃ å¢ŀ强", + "æ·± å±Ĥ次", + "容 纳", + "éĤ£ 份", + "å·¥ä½ľ æķĪçİĩ", + "æľ¬ åĽ½", + "失 èIJ½", + "æŃ£ åĽłä¸º", + "èĬĤ æ°´", + "ä¸ĭ ä¸Ģ代", + "çłĶåıij ä¸Ńå¿ĥ", + "ä¸į çIJĨ", + "å®Į 好", + "ä¿ĿæĬ¤ åĮº", + "ç»ĵæŀĦ è°ĥæķ´", + "å¥ł å®ļ", + "宣 称", + "éĺ» æĮ¡", + "æĴ¤ 离", + "ä¸į æĸ¹ä¾¿", + "åĴ ķ", + "ç¬ijäºĨ ç¬ij", + "çݯå¢ĥ 污æŁĵ", + "ä½ı æĪ·", + "ç»Ŀ ç¼ĺ", + "éĻ¤ å°ĺ", + "é«ĺ å°ļ", + "æĢİä¹Ī åı¯èĥ½", + "éĿ¢ èī²", + "åķĨ æ¥Ń", + "çĸ ¹", + "èµĦæºIJ ä¼ĺåĬ¿", + "è¾ĸåĮº åĨħ", + "èĢĢ çľ¼", + "æij§ æ¯ģ", + "ä¸ĸçķĮ ç»ıæµİ", + "å¼ķ æĿ¥", + "ä¸Ģ åĪĻ", + "æĭĩ æĮĩ", + "æĬµ 御", + "éĽ į", + "åĩĨå¤ĩ å·¥ä½ľ", + "çıł ä¸īè§Ĵ", + "ç¨Ģ åľŁ", + "èİ·å¾Ĺ æĦŁ", + "æĪIJåĬŁ çİĩ", + "ç½ij 约", + "ç½ij约 车", + "èĦ IJ", + "æķ¬ ä¸ļ", + "éĩij ä»·", + "ç²¾ é«ĵ", + "ä¹° 车", + "åħ³ åı£", + "åĨį å¤ļ", + "æŀģ åĵģ", + "åIJĦ 家", + "举æĬ¥ çĶµè¯Ŀ", + "èļ Ĭ", + "æĸ¹ å½¢", + "ç§ijæĬĢ æĪIJæŀľ", + "æľĢ好 æĺ¯", + "éĹ® åĢĻ", + "红 éħĴ", + "åĽĽ ç§į", + "ç¿Ĵ æħ", + "ç¿Ĵæħ £", + "åŀ ¦", + "éĤ£ åıª", + "é¢Ĩ æĤŁ", + "çľ¼ éĥ¨", + "æ³° å®ī", + "ä»» æľŁ", + "磨 æįŁ", + "æĽ¿ æį¢", + "åħ¸ 礼", + "符åIJĪ æĿ¡ä»¶", + "è¿ĺæľī ä»Ģä¹Ī", + "åħ±äº« åįķ车", + "åı¯ åĪĨ为", + "åŃ£ åIJİ", + "åŃ£åIJİ èµĽ", + "举èİŀ å¸Ĥ", + "å¿ĥ æĦı", + "æīŃ æĽ²", + "ä½ľä¸º ä¸Ģç§į", + "è¿Ļ éĥ¨åĪĨ", + "åıĤä¸İ åĪ°", + "ç½ij çIJĥ", + "實 çı¾", + "ç»Ħ è£ħ", + "åIJij å¤ĸ", + "å·¥ä½ľ æĸ¹æ¡Ī", + "åįģ æĿ¡", + "課 ç¨ĭ", + "颤 æĬĸ", + "åĵ ©", + "éĤ® å¯Ħ", + "äº ¢", + "åħį è²»", + "ç§ ¤", + "åºĶæĢ¥ 管çIJĨ", + "åĽĽ äºĶ", + "éºĴ éºŁ", + "å¾Ĵ æŃ¥", + "è¨ĺ å¾Ĺ", + "çĴ IJ", + "æĺ¯åIJ¦ ä¼ļ", + "æĦıè§ģ åıįé¦Ī", + "éļ¾ æĢª", + "çª į", + "交 æİ¥", + "两 åįĥ", + "æĩī çĶ¨", + "æľŁ éĸĵ", + "æIJ¬ åĪ°", + "è®® é¢ĺ", + "碧 æ¡Ĥ", + "碧æ¡Ĥ åĽŃ", + "åģļ çĶŁæĦı", + "éĻĽ ä¸ĭ", + "è· ĭ", + "èĢģ人 家", + "带 åĽŀ", + "æŀ¸ æĿŀ", + "è¡Į éķ¿", + "åĨħ容 ç®Ģä»ĭ", + "æ¢ ¢", + "æĮĩ æݧ", + "éĩį çĹĩ", + "ç½ijåıĭ 们", + "çı¾ 代", + "ç±» 产åĵģ", + "å¥Ķ æ³¢", + "æ¸ º", + "ç²ī ç¢İ", + "è¿Ļ åıªæĺ¯", + "æ£Ģå¯Ł æľºåħ³", + "é½ Ĭ", + "æĪ¿ 秣", + "å¾· æĭī", + "å²ģ 以ä¸Ĭ", + "纯 åĩĢ", + "åĪĨå¸ĥ åľ¨", + "èĥ½ å¾ĹåĪ°", + "ä¸į å°½", + "ç«ŀ ä»·", + "çļĦ 带é¢Ĩ", + "çļĦ带é¢Ĩ ä¸ĭ", + "ä¸Ńèį¯ æĿIJ", + "æĿij éķĩ", + "ä¸įåı¯ éģ¿åħį", + "éľ² 天", + "å°ı å§ijå¨ĺ", + "çī© 件", + "èijĹä½ľ æĿĥ", + "æĭĺ çķĻ", + "éĥ½ è§īå¾Ĺ", + "æĽ² æĬĺ", + "æ·»åĬł åīĤ", + "åı¬ åĽŀ", + "æīİå®ŀ æİ¨è¿Ľ", + "æĬĦ è¢Ń", + "åĮĸ 身", + "缴 èIJ¥", + "ä¹Ł å¸ĮæľĽ", + "èį£èªī 称åı·", + "åįĸ ç»Ļ", + "æľī ä¸įåIJĮçļĦ", + "å¥ĩ çī¹", + "éĥ½ 认为", + "å¦ ŀ", + "æĪIJéķ¿ 为", + "辩 æĬ¤", + "主 æķĻç»ĥ", + "æ³ķå¸Ī èģĮä¸ļ", + "æ¤į åħ¥", + "ç´¢ å°¼", + "åIJ¬ è¿ĩ", + "ä¹łæĥ¯ äºĨ", + "夺 åıĸ", + "éŁ ĵ", + "æľ¬è´¨ ä¸Ĭ", + "æİ¥ åĬĽ", + "äºij 端", + "è¦ģ åģļ好", + "è·¯ çģ¯", + "åįıåIJĮ åıijå±ķ", + "æľī å¾ħ", + "æ°´ åŁŁ", + "æIJľçĭIJ é¦ĸ页", + "è´¨éĩı å®īåħ¨", + "åįģäºĮ äºĶ", + "åĵ® åĸĺ", + "èĵ¬åĭĥ åıijå±ķ", + "åIJį 声", + "身 亡", + "çİĭ åºľ", + "åİŁåĪĻ ä¸Ĭ", + "çĥĺ å¹²", + "éģĹ æ¼ı", + "éĿ¢ 缮", + "åĽ½ ä¼ļ", + "ä¸Ģ缴 éĥ½æĺ¯", + "æľīä¸Ģ ä½į", + "éħį æľī", + "éĻª çĿĢ", + "ä¼ģ åĽ¾", + "æĮī ä¸ĭ", + "èĵĿ åĽ¾", + "æ© ĺ", + "大å¤ļ æĺ¯", + "辩 论", + "æĹĭ å¾ĭ", + "æĬ¥ éĢģ", + "æĿ¡ è§Ħå®ļ", + "åĬ¨ éĿĻ", + "åĮĪ 奴", + "æĭľ 访", + "ä¸Ģ åĪĢ", + "ä»ĸ çŁ¥éģĵ", + "主 æĿĥ", + "ä»ĸ æĽ¾", + "æĴŃ ç§į", + "å£ģ åŀĴ", + "çī¢è®° 使åij½", + "åľ¨è¿Ļ æĸ¹éĿ¢", + "æīĭ èħķ", + "æĶ¯ æŀ¶", + "ä¾Ĩ èĩª", + "éĩį å¡ij", + "å¤ļ å±Ĥ次", + "ä»ĭ è´¨", + "éĿ¢ åŃĶ", + "æ½® 湿", + "åİ¿ åŁŁ", + "游æĪı å½ĵä¸Ń", + "å£ ŀ", + "åĪĹ åĩº", + "èµĽ åĮº", + "å¤ļ åįĬ", + "éĩįçĤ¹ å·¥ä½ľ", + "æĪij们 å¿ħé¡»", + "æŁı æŀĹ", + "é²ģ èĥ½", + "æĸ½ å±ķ", + "åIJĦ åĮº", + "åħį ç¨İ", + "èµĽ åIJİ", + "æľĢ éĩįè¦ģ", + "ä¸Ģ个 好çļĦ", + "è¿Ŀæ³ķ è¿Ŀè§Ħ", + "äºĨ解 æĽ´å¤ļ", + "æķ¬ 请", + "ç¬ijçĿĢ 说", + "ä¸įæĸŃ åıijå±ķ", + "æijĦå½± å¸Ī", + "以 éĺ²", + "çĤ¸ å¼¹", + "声 åĵį", + "ç¤ ģ", + "æĩ ¿", + "èĪĨ æĥħ", + "èĩªçĶ± è´¸æĺĵ", + "æķı æį·", + "ä¸ī大 éĺ¶æ®µ", + "èĭ Ķ", + "æĹº åŃ£", + "ä¸į 满æĦı", + "微信 åı·", + "ä¿® 为", + "çł´ è£Ĥ", + "éĢĥ 离", + "æ¯ı èĤ¡", + "è¾¾ ä¸įåĪ°", + "æ¯ıå¹´ éĥ½", + "çģ¯ 笼", + "æѤ åŁºç¡Ģä¸Ĭ", + "åĥı 个", + "åĪĨ 娩", + "æĻ ¾", + "ä¸į èĩ³äºİ", + "红 线", + "误 解", + "举 è·¯", + "æ·® å®ī", + "产 åѦ", + "产åѦ çłĶ", + "èī¾ æ»ĭ", + "èī¾æ»ĭ çĹħ", + "åīįæıIJ æĺ¯", + "æ¯ı ä¸Ģ天", + "ä¸ĥ 大", + "æłij åı¶", + "èµ° å¾Ĺ", + "è¿Ļ 两ç§į", + "æİı åĩº", + "æİ IJ", + "é¢Ĩ导 èĢħ", + "ä¸Ģ æľµ", + "个å¤ļ æľĪ", + "ä¸Ń åħ³", + "ä¸Ńåħ³ æĿij", + "课åłĤ æķĻåѦ", + "大 åĴĸ", + "éģĭ çĶ¨", + "è¯ļ æĦı", + "ç»Ħ åĽ¾", + "è¯ķ çĿĢ", + "ä¹Ķ æ²»", + "è¿ĺ ä¸įæĺ¯", + "æľī æĽ´å¥½çļĦ", + "åIJİ å¤ĩ", + "æĸ°çĶŁ åĦ¿", + "æ°Ķ è¡Ģ", + "æ²¥ éĿĴ", + "å±ı éļľ", + "æ¥Ń åĭĻ", + "æĪij 以为", + "éķ¿ 缸", + "èĢģ çĪ¸", + "éķĩ æ±Ł", + "æľºæ¢° 设å¤ĩ", + "ä½Ĩæĺ¯ å¦Ĥæŀľ", + "åĿļå®ļ ä¸į", + "åĿļå®ļä¸į 移", + "åĨ² éĶĭ", + "ç®Ģ缴 æĺ¯", + "åĤ¨ èĵĦ", + "纯 çĶµåĬ¨", + "漫 æŃ¥", + "举 èµ·", + "æģ¶ æĢ§", + "è¨ĺ éĮĦ", + "èģĮèĥ½ éĥ¨éŨ", + "åħ¨ éķ¿", + "鼻 è¦ĸ", + "ä¹³ èħº", + "ä½ķ å¤Ħ", + "æ¶Ī æŀģ", + "æŃ£ å¤Ħäºİ", + "å®ī å®ģ", + "æĪIJ éķ·", + "åıĻ è¿°", + "æºĥ çĸ¡", + "ä½Ĩ çİ°åľ¨", + "女 æĺŁ", + "å©´ å¹¼åĦ¿", + "æĬķ èŀįèµĦ", + "éĹ® éĹ®", + "æıŃ å¼Ģ", + "è¯ ı", + "åIJį å½ķ", + "èĺij èıĩ", + "åIJĬ 顶", + "æ¹ĸ åĮº", + "åįĸ åľº", + "建 ç¯", + "å»ºç¯ ī", + "èİ ½", + "åIJ¬ åIJ¬", + "ç«ŀäºī ä¼ĺåĬ¿", + "åĩº ä»»", + "æľī 两ç§į", + "橱 æŁľ", + "è¤ ª", + "è¯ķ åį·", + "ç»ıæµİ æĬĢæľ¯", + "æ·± å±Ĥ", + "éĩįè¦ģ åĨħ容", + "é£İ æݧ", + "çĬ¶æĢģ ä¸ĭ", + "éĥ¨ éĸĢ", + "广 æ±½", + "è§Ĥ æij©", + "éģĹ çķĻ", + "转 è´¦", + "æĮģ ä»ĵ", + "æĢ» 计", + "åľĺ éļĬ", + "æĪ¿ 举", + "éĺĢ éŨ", + "åħ¬ åħ³", + "åħ³ åĪĩ", + "èĤ ĺ", + "æķ¸ æĵļ", + "ä¸ī åįģå¹´", + "è§ģè¯ģ äºĨ", + "å± Ĩ", + "çģ° å°ĺ", + "æ¦ľ é¦ĸ", + "è¦ĨçĽĸ çİĩ", + "ä»Ļ 女", + "çĶŁäº§ æĢ»", + "çĶŁäº§æĢ» åĢ¼", + "æĪ¿ è´·", + "æ±Ł åĮº", + "åħħçĶµ æ¡©", + "çĻ¾ åIJĪ", + "確 èªį", + "转 移åĪ°", + "éĥ½ æĹłæ³ķ", + "纪念 é¦Ĩ", + "çŃ¾ç½² äºĨ", + "并ä¸į å¤ļ", + "æĮ ł", + "ä¸į太 好", + "ä¸ĸ 代", + "误 导", + "é«ĺå³° 论åĿĽ", + "åħ¼ 容", + "龸 æ°Ķ", + "æĿ¥ 访", + "æīĢ 带æĿ¥çļĦ", + "æĺ¯ä¸Ģ éĥ¨", + "æĻļ é¥Ń", + "åİĨ 代", + "åIJ¦ åīĩ", + "ä¹ħ ä¹ħ", + "æľīæķĪ æľŁ", + "诱 åıij", + "æĢ» èµĦ产", + "æľ¬èº« å°±æĺ¯", + "çĶŁäº§ åİĤ家", + "æŶ 髦", + "èĢIJ çĶ¨", + "ä»İå°ı å°±", + "æĿ¡ 约", + "èĭ± åĭĩ", + "ä¿Ĺ è¯Ŀ说", + "寺 åºĻ", + "å¿ĥçIJĨ åģ¥åº·", + "ä»Ģä¹Ī äºĭæĥħ", + "æ±ī åŃĹ", + "çķĻ ä½ı", + "åįĹ è·¯", + "ä¸ī 项", + "丢 äºĨ", + "æĥ³ åĪ°äºĨ", + "çŃ¹ éĽĨ", + "éĻĦåĬł åĢ¼", + "西 è£ħ", + "ä¹ĭ ä½ľ", + "åģļçļĦ äºĭ", + "çķ¶ æĤ¨", + "çķ¶æĤ¨ åľ¨", + "é¦ĸ 款", + "ä¸įåľ¨ ä¹İ", + "å·¥ç¨ĭ æĸ½å·¥", + "éļIJ éļIJ", + "åıĺ 身", + "沿 éĢĶ", + "æĤł æĤł", + "ä¿Ŀ æļĸ", + "çĶŁæ´» åŀĥåľ¾", + "渤 æµ·", + "æѦ ä¾ł", + "女 主è§Ĵ", + "举 ä¾ĭ", + "æ ·¨", + "çĻ½ é¢Ĩ", + "è£Ļ åŃIJ", + "è¿Ķ è¿ĺ", + "è¿Ī åĩº", + "é¾Ļ éŨ", + "ç»ıæµİ ä½ĵ", + "æĶ¶ å®ĺ", + "çķĮ éĻIJ", + "è·³ åĩº", + "åįĩ åĢ¼", + "绵 éĺ³", + "çĸ¤ çĹķ", + "çľĭ æ¸ħ", + "æĭĴ çµķ", + "è¥Ħ éĺ³", + "课 å¤ĸ", + "åŃIJ åŃĻ", + "æŃĮ è¯į", + "æĪIJ åIJį", + "溶 液", + "åĦĴ 家", + "åķĨä¸ļ åĮĸ", + "辨 åĪ«", + "å¤ļ è¾¾", + "ç½ij åºĹ", + "ä¹Ŀ 大", + "ä¹Ŀ大 ç²¾ç¥ŀ", + "æѤ 举", + "è¿ŀ è½½", + "ä¸Ģ åĢĭ人", + "èī² æ³½", + "涵çĽĸ äºĨ", + "è¦ı åĬĥ", + "åĽ½ æĥħ", + "åį«çĶŁ åģ¥åº·", + "积æŀģ åĵįåºĶ", + "æĭ Ļ", + "åĪ¶ åĬ¨", + "æĥ³è±¡ åĬĽ", + "çļĦ ä¹IJ趣", + "å¼łå®¶ çķĮ", + "å´ İ", + "éĩį åŀĭ", + "å¤ĸ å¢Ļ", + "æĶ¾ åѦ", + "è®¤çľŁ åŃ¦ä¹ł", + "è´¬ åĢ¼", + "æ³ķ æ¡Ī", + "æĬ¤èĤ¤ åĵģ", + "éĻ·åħ¥ äºĨ", + "请 æĤ¨", + "åŀ ¢", + "æķĻèĤ² èµĦæºIJ", + "交æĺĵ å¹³åı°", + "æŶ è£ħ", + "ä¼łæŁĵ çĹħ", + "æ¹ĸ æ³Ĭ", + "èµĦ 管", + "åݨ å¸Ī", + "éĹľ éį", + "éĹľéį µ", + "åĵĪåĵĪ åĵĪ", + "çĽĹ çªĥ", + "çĶľ ç¾İ", + "åºĦ åĽŃ", + "缮åīį å·²ç»ı", + "è¾¹ ä¸Ĭ", + "çģ« èĬ±", + "æĬ¥ è®°èĢħ", + "æģĭ æĥħ", + "ç´§ åĩij", + "æ°´ æµģ", + "è¿Ļæĺ¯ æĪij们", + "æ³¥ åľŁ", + "æĽ¾ ä»»", + "æĸ¹ è¨Ģ", + "åij¨ åħŃ", + "åı· 楼", + "ä¼ij åģĩ", + "误 ä¼ļ", + "åĽ½ åĢº", + "åīį å¤ķ", + "两 å¼ł", + "éĹ «", + "éŃĶ 鬼", + "æĬĬ æĮģ", + "èĬĤèĥ½ çݯä¿Ŀ", + "æ¸ħæ´ģ èĥ½æºIJ", + "èĤ¥ æĸĻ", + "é«ĺ é¢ij", + "å°± æľīäºĨ", + "交 ä¼ļ", + "没 éĴ±", + "éĽħ æĢĿ", + "è¦ģ åıĬæŶ", + "åŁ¹åħ» åѦçĶŁ", + "欣 åĸľ", + "çĥŃæ°´ åĻ¨", + "é¾Ļ æ¹ĸ", + "äºĮ 楼", + "æĸ°æµª è´¢ç»ı", + "æĸ° åĬ¨èĥ½", + "èµ£ å·ŀ", + "æĭ³ 头", + "æµģ åIJij", + "ä¹Łæĺ¯ å¾Ī", + "åıij åĶ®", + "ä¸Ń åIJ«æľī", + "åIJĵ å¾Ĺ", + "å·¨ æĺŁ", + "æĹł æīĢè°ĵ", + "æ¯Ľ åŃĶ", + "åħ¬åħ± 交éĢļ", + "çĤİ çĥŃ", + "èµ· èįī", + "åĬłçĽŁ åķĨ", + "说 ä¸įåĩº", + "大åѦ æ¯ķä¸ļ", + "å·¥ä¸ļ åĽŃ", + "éłĺ åŁŁ", + "åºĨ åħ¸", + "æµģ 产", + "èģ² éŁ³", + "ä¼¼ä¹İ æĺ¯", + "è´§ æºIJ", + "æ·± åĪĩ", + "æ²»çĸĹ æĸ¹æ³ķ", + "èµĦæºIJ éħįç½®", + "網 åıĭ", + "çĶ £", + "äº ¥", + "躲 åľ¨", + "社 ç§ij", + "è»Ł é«Ķ", + "女 è£ħ", + "æŃ¡ è¿İ", + "综åIJĪ å®ŀåĬĽ", + "æł¼ å°ĩ", + "åħļåı² åŃ¦ä¹ł", + "æľĢ åŁºæľ¬", + "æľĢåŁºæľ¬ çļĦ", + "çľĭ æľĽ", + "åıĹ è´¿", + "ä¸įä»ħ èĥ½", + "ä½ķ å¿ħ", + "ä¸Ģ个 å°ıæŶ", + "ç¾ Į", + "æĭĽ æĶ¶", + "çĤĴ èĤ¡", + "æĿij å¹²éĥ¨", + "缸 çĪ±", + "æ½ľ èĥ½", + "ä¹ į", + "æŶ è¾°", + "欣 æħ°", + "éĵ¶ è¡Įä¸ļ", + "çĭŃ çªĦ", + "éĩįçĤ¹ é¢ĨåŁŁ", + "çİ°å®ŀ çĶŁæ´»", + "éĮ¯ 誤", + "æĸ° è§Ħ", + "滥 çĶ¨", + "æŶ ä¸į", + "æŶä¸į æŶ", + "帳 èĻŁ", + "ç¨Ģ 缺", + "åIJij 举", + "ä¿Ŀåģ¥ åĵģ", + "çıŃ éķ¿", + "äºĴ åĭķ", + "笼 罩", + "æ½ Ľ", + "æļĸ å¿ĥ", + "è½° çĤ¸", + "åºĨ 幸", + "è²Į ä¼¼", + "æĵ º", + "èĢIJ 磨", + "ä¸ĵä¸ļ 人士", + "ä¸ĢèĪ¬ éĥ½æĺ¯", + "æ¼³ å·ŀ", + "åħ¨ èĩªåĬ¨", + "å½ķ çĶ¨", + "大 è·Į", + "æľīæķĪ æĢ§", + "èĩª åĭķ", + "ä¸ī个 æĸ¹éĿ¢", + "港 åĮº", + "ä¿¡ 貸", + "éĢļ è¯Ŀ", + "é«ĺ 涨", + "æ³Ħ æ¼ı", + "éħį ä¸Ĭ", + "åħļ å·¥å§Ķ", + "被 认为", + "被认为 æĺ¯", + "ä¸įä¼ļ åĨį", + "è°ĥ åīĤ", + "åıĤ èĤ¡", + "èĦ± åıij", + "å¿ł å®ŀ", + "åĨħ åĪĨæ³Į", + "ç¹ģ å¿Ļ", + "åıĮ åĪĽ", + "é©» æĿij", + "åĪĴ ç®Ĺ", + "éģİ ä¾Ĩ", + "åľ£ ç»ı", + "èıľ 鸣", + "æĭ¼ å¤ļå¤ļ", + "ä¸ŃåĽ½ 汽车", + "çĥŁ èįī", + "缴 æµģ", + "äºĨä¸Ģ åı£æ°Ķ", + "ä½İ æĪIJæľ¬", + "æī¾ åĽŀ", + "èĩª åįij", + "總 æĺ¯", + "æĸĩåĮĸ åĪĽæĦı", + "天 æ²³", + "樱 æ¡ĥ", + "éªij åħµ", + "éĩĮéĿ¢ æľī", + "çİ ®", + "èĥ½ æī¾åĪ°", + "éĢĥ è·ij", + "åĪĩ å°Ķ", + "åĪĩå°Ķ 西", + "以ä¸ĭ æĺ¯", + "å²³ éĺ³", + "çļĦ æ¦Ĥçİĩ", + "æĬµ åĪ¶", + "å¸Ī äºĭåĬ¡", + "å¸ĪäºĭåĬ¡ æīĢ", + "åĩĨ æŶ", + "屬 æĸ¼", + "订 è´Ń", + "åįłæį® äºĨ", + "ä¸Ń éĢĶ", + "å° ĭ", + "é»ij 马", + "åİ¿ åħ¬å®īå±Ģ", + "ä¸ĥ æľĪ", + "èī² ç´ł", + "å¿ĥèĦı çĹħ", + "æŶ éĻIJ", + "æ¯į åħ¬åı¸", + "å¹ķ åIJİ", + "ä¸Ĭ æ¦ľ", + "åĢ¾åIJij äºİ", + "纸 ä¸Ĭ", + "æ¡ ĵ", + "éĽĨä½ĵ ç»ıæµİ", + "æĥħ å¢ĥ", + "è¦ģ åģļåĪ°", + "ç©į 極", + "åıª æĢķ", + "æ¹ĺ 西", + "çļ± 纹", + "åħ¨ åľĭ", + "çĦ¡ è«ĸ", + "好 æĦŁ", + "åįķ ä»·", + "è¿Ľç¨ĭ ä¸Ń", + "æĺĨ ä»ij", + "åĪĽ 客", + "åħħ æĸ¥", + "åħĪ æĬĬ", + "该 æĢİä¹ĪåĬŀ", + "åĵģ å¾·", + "åħ¨éĿ¢ åıijå±ķ", + "è¨Ī åĬĥ", + "æĢ» å·¥ä¼ļ", + "ä½Ľå±± å¸Ĥ", + "æĬĹ è¡¡", + "å¼Ģ åľº", + "éĴ± å¸ģ", + "åıĭ 们", + "å«ī å¦Ĵ", + "ç´¢ èµĶ", + "è®Ĭ åĮĸ", + "æĮ¤ åİĭ", + "æĮij è¡ħ", + "çŃī ä¸Ģæī¹", + "æĿ¨ 欢", + "ä¸ĵ家 åѦèĢħ", + "èĥ½ è¾¾åĪ°", + "èµ° è¿ij", + "è´«åĽ° åľ°åĮº", + "éĻIJ æľŁ", + "ä¸į 平衡", + "åĽ½åĨħ å¸Ĥåľº", + "èµĽ åľº", + "éħį èµĦ", + "è¦ģ èĢĥèĻij", + "ä¸ĩ åı°", + "æľĪ æľ«", + "éĶ ¥", + "åŃ «", + "æݥ触 åĪ°", + "åĩº 产", + "æķĻ åѸ", + "ä½ľ å¼Ĭ", + "çļĦ æľĢåIJİä¸Ģ", + "ä¿ĥ æĪIJ", + "åIJ¸ åıĸ", + "æ½ľ èīĩ", + "被 éªĹ", + "è¾ĵ äºĨ", + "çĭIJ çĭ¸", + "åįĩ éĻį", + "è¿ĻäºĽ ä¸ľè¥¿", + "æĬķèµĦ åŁºéĩij", + "çĶŁçī© åѦ", + "ç½ij绾 èIJ¥éĶĢ", + "åIJij è®°èĢħ", + "èįī åľ°", + "æĢ ¯", + "æľįåĬ¡ èĥ½åĬĽ", + "éĥģ éĹ·", + "åįķ åĵģ", + "å¾Ĺ 罪", + "æĺĵ äºİ", + "个å¤ļ å°ıæŶ", + "éĩį ä»»", + "ä¸Ĭ å®ĺ", + "æľ¬ éĩij", + "çı¾ åł´", + "溢 ä»·", + "æĺŁ è¾°", + "æ´»åĬ¨ çİ°åľº", + "丹 麦", + "å¸Ŀ çİĭ", + "æŁ¥ æĺİ", + "åŃĺåľ¨ äºİ", + "é¦Ļ æ°´", + "æĬ½ æ£Ģ", + "å®ŀéĻħä¸Ĭ æĺ¯", + "æĸ° å¾ģç¨ĭ", + "è´¢åĬ¡ 管çIJĨ", + "æİ Ľ", + "åĨľ åİĨ", + "éĥ½ èĥ½å¤Ł", + "éĤ¯ éĥ¸", + "羣 實", + "ç» Ĭ", + "åĨµ ä¸Ķ", + "ç½® 身", + "ç¥Ī 祷", + "çĿģ å¼Ģ", + "æĮĩ çĤ¹", + "å¼Ģ æľº", + "西 å®ģ", + "åĮĹ çº¦", + "积 æ°´", + "åĩº åĬ¨", + "åıijå±ķ 模å¼ı", + "转 æĬĺ", + "èĢĥ çĤ¹", + "æľī ç½ijåıĭ", + "è´«åĽ° æĿij", + "æĪij们 çŁ¥éģĵ", + "åĪĨ éĶĢ", + "å±± èĦī", + "æ¯Ķ æĭŁ", + "ä¼° ç®Ĺ", + "æĶ¹ 建", + "壮 è§Ĥ", + "ç§ī æĮģ", + "æı ª", + "ç¦ Ģ", + "åĮĸåѦ åĵģ", + "ä¸ŃåĽ½ åĪ¶éĢł", + "ä¸Ģ æŀ¶", + "æīį è¡Į", + "æĭĽ å¾ħ", + "åıĺ æį¢", + "åīį 线", + "幸 好", + "è¿Ļæł· çļĦè¯Ŀ", + "å¿ĥ è¡Ģ管", + "æĢ§ çĸ¾çĹħ", + "åħ¨ èĥ½", + "åĪij 侦", + "ä¿¡æģ¯ åıijå¸ĥ", + "æĺ¾ çĦ¶æĺ¯", + "éĿĴ éĵľ", + "åIJĥ ä»Ģä¹Ī", + "çĶµ ä»·", + "æ³ķå¾ĭ è§Ħå®ļ", + "çħ ²", + "çĵ· åĻ¨", + "èĤī ç±»", + "æıĴ åħ¥", + "åĹ ľ", + "è¿Ł è¿Ł", + "ä¸ĢçĤ¹ éĥ½ä¸į", + "è¿ĺ åĮħæĭ¬", + "èĪį ä¸įå¾Ĺ", + "æłĩå¿Ĺ æĢ§", + "æľĪ 以æĿ¥", + "ç³ĸ æŀľ", + "éĥ½ åºĶ该", + "çݯå¢ĥ åį«çĶŁ", + "èĪª è¡Į", + "éĥij éĩį", + "ç½ij æĬķ", + "åįģ ä½³", + "ç§ģ ä¸ĭ", + "æļ´ è·Į", + "åĬłå¿« åıijå±ķ", + "产åĵģ çłĶåıij", + "åĪĽéĢł åĩº", + "æĢ» è§īå¾Ĺ", + "åºķ çĽĺ", + "èķ Ĭ", + "åĩºå¸Ń ä¼ļè®®", + "主 æĿ¿", + "æĹ¥æĻļ éĹ´", + "å®ĺæĸ¹ å¾®åįļ", + "å¼ķçĶ¨ æĹ¥æľŁ", + "åī¯ æķĻæİĪ", + "çĶµåŃIJ 产åĵģ", + "è¡° éĢĢ", + "çķĻ åŃĺ", + "çģ« åĬĽ", + "çĴ §", + "çļ Ĥ", + "åħ¼ åħ·", + "éĩį è¿Ķ", + "é¢Ĩ çķ¥", + "åĪĩ éĻ¤", + "åĨįçĶŁ èĥ½æºIJ", + "å®ŀåľ¨ 太", + "çIJĨ论 ä¸Ĭ", + "ä¸ī å±Ĥ", + "ä¸ĸçķĮ åIJĦåĽ½", + "å®ľ æĺĮ", + "èĢ³ è¾¹", + "宽 æķŀ", + "æ±ī æĹı", + "çĻ½ çĻ½", + "è¿ĻéĩĮ éĿ¢", + "çĶŁæ´» ä¹łæĥ¯", + "èµŀ èµı", + "çĶ· 士", + "ä¸Ń ä¿Ħ", + "车 祸", + "åīĤ éĩı", + "éĻ¤ åİ»", + "å·¦ è¾¹", + "çŃij çī¢", + "çīĽ å¸Ĥ", + "家 åĬ¡", + "åķ ĥ", + "ç½® æį¢", + "ç´« å¤ĸ", + "ç´«å¤ĸ 线", + "å¾Ģ åīį", + "åĬĽ åѦ", + "ç´§ è·Ł", + "缮çļĦ åľ¨äºİ", + "ç» ®", + "ç¥ Ĥ", + "宣 è¨Ģ", + "äºĮ æ°§åĮĸ", + "äºĮæ°§åĮĸ 碳", + "æĹł ç¼ĺ", + "ç²¾ éĢļ", + "è¨ º", + "å¼ķåıij äºĨ", + "æľĢ åħĪ", + "æ´¾ é©»", + "ä¸į å¿į", + "æĪij çĪ¸", + "å¹´ ä¸ĭåįĬå¹´", + "æ·ĭ å·´", + "没 éĹ®é¢ĺ", + "åºĹ åĨħ", + "è·Ł æĪij说", + "çĶŁäº§ çĶŁæ´»", + "è§Ĥ æľĽ", + "æ¸ į", + "被 æī§è¡Į", + "被æī§è¡Į 人", + "èĪ ľ", + "æİ º", + "ä¸Ģ ç§Ĵ", + "èįī åĿª", + "åij¼ åĴĮ", + "åij¼åĴĮ 浩", + "åij¼åĴĮ浩 çī¹", + "人æ°ij éĵ¶è¡Į", + "çĦķ åıij", + "è¯ģåĪ¸ 交æĺĵ", + "çķ Ķ", + "æľº èĥ½", + "å¦ ¾", + "æĻļ å¹´", + "å·¥åķĨ èģĶ", + "åİŁ åŀĭ", + "è§Ĵ度 çľĭ", + "æĬ¥ 社", + "è¯į æĿ¡", + "躲 éģ¿", + "éĩį åIJ¯", + "å¤ķ éĺ³", + "èĤ¡æĿĥ 转让", + "åľ¨ ä¸Ģ", + "åľ¨ä¸Ģ æĹģ", + "社ä¼ļ åĮĸ", + "åıijå±ķ åİĨç¨ĭ", + "æĭĸ æ¬ł", + "使 èĢħ", + "ä¸İ åIJ¦", + "æĸ° å±ĢéĿ¢", + "ä»Ĭ天 æĪij们", + "é½IJ èģļ", + "对 æĪij说", + "éĢĴ 交", + "æľª æĽ¾", + "èİ Ĭ", + "éĸ ī", + "亲 æīĭ", + "è§Ĵ éĢIJ", + "æľī é»ŀ", + "ç¨İ çİĩ", + "ä½İ 声", + "é»ĺ å¥ij", + "æĻ® æ³ķ", + "大 ä¸ĵ", + "第äºĮ 大", + "ä½ı åĿĢ", + "æĶ¾ è¿Ľ", + "äºĮ æĪĺ", + "亲 身", + "åĽº åĮĸ", + "ä¸ĭ 乡", + "åħ³éĶ® æĬĢæľ¯", + "åĽŀ æĥ³", + "æĬ¥ åĪĬ", + "æ¶Ĥ æĬ¹", + "èĹı çĿĢ", + "ç¥Ŀ æĦ¿", + "åįĩ 温", + "çĶļèĩ³ è¿ŀ", + "åħ¬åħĥ åīį", + "ç¾İ æĸ¹", + "è¯ļ å®ŀ", + "æĹł åģ¿", + "åīµ æ¥Ń", + "å°ıå¿ĥ 翼", + "å°ıå¿ĥ翼 翼", + "两 æīĭ", + "温馨 æıIJ示", + "仿 羣", + "æĥ ¶", + "èĥ¡ åŃIJ", + "å·¥ä½ľ ç«Ļ", + "硬 çĽĺ", + "ç« ¿", + "åĤ³ éĢģ", + "åħ¨ æł¡", + "é²ľ æ´»", + "çĴĢ çĴ¨", + "ç»ĵ å°¾", + "æį¢ æĿ¥", + "æĪ Ģ", + "ä½İ ä½į", + "ä¸ĩåħĥ 以ä¸Ĭ", + "åĬł åĪĨ", + "æݨä»ĭ ä¼ļ", + "çIJĨ èµĶ", + "å¾· å°Ķ", + "æĬĹ è®®", + "æ´ ¼", + "åĸ §", + "åŁİ éĻħ", + "å¾Ī æ£Ĵ", + "人 æŃ»äº¡", + "ä¼ļå±ķ ä¸Ńå¿ĥ", + "äºĴèģĶ äºĴéĢļ", + "èĸĦ èĨľ", + "éĩį é»ŀ", + "ç¦ģ æ¯Ĵ", + "åĨ· ç¬ij", + "大家 åı¯ä»¥", + "é¦ĸ 缸", + "è¿ij è·Ŀ离", + "æµ® çİ°", + "ç§ĺ è¯Ģ", + "èµ· é£ŀ", + "æIJ ¶", + "羣 åģĩ", + "æģ ķ", + "å°ı åºĹ", + "æ°ij çľ¾", + "åıijå¸ĥ åħ¬åijĬ", + "侧 éĩį", + "å¾ĺ å¾Ĭ", + "æĢ Ķ", + "æª IJ", + "æķ° 缮", + "åī¯ ç§ĺ书éķ¿", + "两 åı¥", + "éļIJ çŀĴ", + "åıĮ åıĮ", + "æīĭ æĦŁ", + "èij¡ 京", + "éģĹ å¿ĺ", + "é¬ ¥", + "è¿Ļ个 åľ°æĸ¹", + "说 çļĦè¯Ŀ", + "å·¡ åĽŀ", + "è¿Ŀ ç«ł", + "æī¾ å·¥ä½ľ", + "æĶ¯ çIJĥéĺŁ", + "裡 éĿ¢", + "æĺ¾ç¤º åĩº", + "èĩ³ å°Ĭ", + "两 级", + "åīį 段æŶéĹ´", + "çĺ¦ èº«", + "èĤ¢ ä½ĵ", + "æ¯į 親", + "æīĭç»Ń è´¹", + "汽车 è¡Įä¸ļ", + "æİ© çĽĸ", + "æݧèĤ¡ éĽĨåĽ¢", + "åı£ å¾Ħ", + "æĶ¿çŃĸ æݪæĸ½", + "æµ· 绵", + "åħ¨ éķĩ", + "äºĭ åħ³", + "å¸Ń æī§è¡Į", + "å¸Ńæī§è¡Į å®ĺ", + "éĤ£ 次", + "åı¯èĥ½ åĩºçİ°", + "ä¸Ńå¿ĥ åŁİå¸Ĥ", + "ç¿» 身", + "ä¹Ł ç®Ĺ", + "ä¾µ çķ¥", + "åĸĩ åıŃ", + "æ¯ı次 éĥ½", + "è§ ħ", + "éĻ¢ éĻ¢éķ¿", + "å§ĭ äºİ", + "èѦ åĬ¡", + "èį¯ æĿIJ", + "å±ł æĿĢ", + "æľ¬èº« å°±", + "éļıæŶ éļı", + "éļıæŶéļı åľ°", + "åĶ® åįĸ", + "æĹłäºº 驾驶", + "é¢ ħ", + "åĵģ 質", + "åĺ² ç¬ij", + "è·ij åİ»", + "åħĭ éĩĮæĸ¯", + "çķ¸ å½¢", + "ä¿® 饰", + "磩 éĺµ", + "éŁ³ä¹IJ ä¼ļ", + "æŁ³ å·ŀ", + "é½ ¡", + "ä¼ļ è°Ī", + "æŃ£ çīĪ", + "ä¹Ł åIJĮæł·", + "æļ§ æĺ§", + "è¡ĮæĶ¿ éĥ¨éŨ", + "ä¹ĸ ä¹ĸ", + "èĤ¤ èī²", + "æŶ ä»»", + "羣 åĪĩ", + "æľĪ ä¸ĭ", + "æľĪä¸ĭ æŬ", + "举æĸ¹ è´¢å¯Į", + "è£ħä¿® åħ¬åı¸", + "éĢĢ è¿ĺ", + "åĭĺ å¯Ł", + "åĵ¥ 伦", + "åĵ¥ä¼¦ æ¯Ķäºļ", + "çĭ¬ ä¸Ģ", + "çĭ¬ä¸Ģ æĹł", + "çĭ¬ä¸ĢæĹł äºĮ", + "è°ĥ åij³", + "åİĭ è¿«", + "åħ¨çIJĥ æľĢ大", + "åī¯ æł¡éķ¿", + "æĽ´ ä½İ", + "åĪĨéĴŁ åIJİ", + "åĽŀ ä¾Ĩ", + "åĪ¶ åīĤ", + "åijĬè¯ī 大家", + "çĤ¹ éĴŁ", + "åįģä¸ī å±Ĭ", + "åij¨ åĽĽ", + "è¿Ļæł· ä¸Ģ", + "è¿Ļæł·ä¸Ģ æĿ¥", + "èĭ Ł", + "æľĽ åİ»", + "æĪIJ è¯Ń", + "å½ĵ åį³", + "ç¬ij 声", + "ä¹ĭ åĬ¿", + "åĪijäºĭ æ¡Ī件", + "æĮĤ çĿĢ", + "ä½ķ ç§į", + "å°ı 游æĪı", + "åĽ½å®¶ æĪĺçķ¥", + "åĨ· åĨ·", + "å®ľ 宾", + "æIJº ç¨ĭ", + "è¶ĭ äºİ", + "åıį çľģ", + "常 说", + "ä¸ĩ æĪ·", + "åĥµ å°¸", + "åįĥä¸ĩ åĪ«", + "åıijçİ° éĹ®é¢ĺ", + "åı¯ çŁ¥", + "éŨæĪ· ç½ijç«Ļ", + "åģ¥åº· 产ä¸ļ", + "åı³ è¾¹", + "æµ· è¿IJ", + "è¿ij ä¹İ", + "åĮ» æ²»", + "æĢ» ç®Ĺ", + "ä¸Ģ åĪĨéĴŁ", + "æĭ §", + "ä¹Ł æľīä¸ĢäºĽ", + "ä¾ĽçĶµ åħ¬åı¸", + "å»ī ä»·", + "帮 ä»ĸ", + "æŃ¤æ¬¡ æ´»åĬ¨", + "åıªèĥ½ 说", + "èĬ ĭ", + "çīĩ 段", + "åŃĺåľ¨ éĹ®é¢ĺ", + "ä½łä¼ļ åıijçİ°", + "è½® å»ĵ", + "ç½ij éĢļ", + "滨 æ±Ł", + "æİĪ ä¿¡", + "é»İ æĺİ", + "ä¸į å±ŀäºİ", + "约 åįł", + "éķ¿æ²Ļ å¸Ĥ", + "èĥļ èĥİ", + "åħĥ 件", + "éĻĨ åĨĽ", + "è³¼ è²·", + "æĮĩ æľĽ", + "å®ŀä¹ł çĶŁ", + "çī¹çĤ¹ æĺ¯", + "çıł æ±Ł", + "çľĭ ä¸įåĩº", + "ä¸įè§ģ äºĨ", + "ç¼ ī", + "éĺµ èIJ¥", + "åĶIJ æľĿ", + "没 å¿ħè¦ģ", + "åĽ½åľŁ èµĦæºIJ", + "ç»ıæµİåѦ 家", + "åIJĪèĤ¥ å¸Ĥ", + "çIJ¢ 磨", + "ç¡® åĪĩ", + "åŁİå¸Ĥ åıijå±ķ", + "çŃ· åŃIJ", + "人æ°ij æľįåĬ¡", + "满 åĪĨ", + "è¿· ä¿¡", + "ä½ľèĢħ æľ¬äºº", + "æĸĩç«ł æĿ¥æºIJ", + "ç«Ļ ç«ĭ", + "æŀĦ æĪIJäºĨ", + "è¾Ľ åĭ¤", + "è¶ħ 强", + "éĶ ļ", + "åīįä¸ī åŃ£åº¦", + "å°± è§īå¾Ĺ", + "å´ĩ é«ĺ", + "è¶Ĭ ä¾Ĩ", + "è¶Ĭä¾Ĩ è¶Ĭ", + "å¸Ĥåľº èIJ¥éĶĢ", + "综åIJĪ ç´łè´¨", + "åŃ ļ", + "ä¾® è¾±", + "äºĮ åŃĹ", + "å·¥ä½ľ ä»»åĬ¡", + "åı²ä¸Ĭ æľĢ", + "æľĢ ä¼ĺ", + "åIJ© åĴIJ", + "表 çĻ½", + "èİ« åIJį", + "èİ«åIJį åħ¶", + "èİ«åIJįåħ¶ å¦Ļ", + "å¹ £", + "åIJĮå¿Ĺ 们", + "建设 çĶ¨åľ°", + "åĦ Ģ", + "éħį åģ¶", + "å¼ ©", + "åĶ± çīĩ", + "æīĭ èĦļ", + "åħ¼ ä»»", + "åģľ æĶ¾", + "æŃ£ å®Ĺ", + "æĸ° åĨľæĿij", + "åĤ¬ çĶŁ", + "æīĢ åŃ¦æł¡", + "念 ä½Ľ", + "åĶ¤ éĨĴ", + "åħ± åĪĽ", + "æĭī ä¸ģ", + "èĥĮ çĿĢ", + "çĶŁæĢģ ä¿ĿæĬ¤", + "åı£ 头", + "æĸ¹åIJij çĽĺ", + "調 æķ´", + "æĭĽèģĺ ä¿¡æģ¯", + "åħ¶ä»ĸ åĽ½å®¶", + "ç®Ģ æĺĵ", + "åĮ¿ åIJį", + "è¯Ħ æµĭ", + "æĺ¯ä¸Ģ 座", + "çīµ æīĭ", + "足 迹", + "çIJĨ解 åĴĮ", + "æľĢ åıĹ", + "å¿ĥ è·³", + "çĪ¶ 親", + "éĿŀ常 åĸľæ¬¢", + "èĭ¦ éļ¾", + "æĬĢ å¸Ī", + "æ°ij æĦı", + "æĪĺ åĽ½", + "æĽ¿ è¡¥", + "æ´¥ è´´", + "ä¸ŃåĽ½ ä¼łç»Ł", + "åIJĦ è¡Į", + "åIJĦè¡Į åIJĦ", + "åIJĦè¡ĮåIJĦ ä¸ļ", + "第äºĶ å±Ĭ", + "èį· èĬ±", + "æĦı èŃĺ", + "票 ä»·", + "åĪĨ æµģ", + "æĿİ çĻ½", + "æ±Ł åĮĹ", + "æİĴ æĸ¥", + "ä½ĵ éĩı", + "åĮħåIJ« äºĨ", + "åĪĺ æŁIJ", + "çİ° å¦Ĥä»Ĭ", + "å·¥èīº åĵģ", + "è¿Ļç§į æĸ¹æ³ķ", + "åĬŀåħ¬ 楼", + "çĶµ å·¥", + "çħ Ļ", + "åį¡ çīĩ", + "å¹´ å¹´åºķ", + "ä¸ĵ项 èµĦéĩij", + "åĮ» ç§ij", + "åĮ»ç§ij 大åѦ", + "åĽŀ头 çľĭ", + "ä¸į å±ij", + "èĩª 驾", + "没 æĶ¶", + "æīĵ çĮİ", + "èĦ¸ éĥ¨", + "åıĥ èĢĥ", + "å°Ĩ 士", + "è´«åĽ° 人åı£", + "çIJĨæĥ³ 信念", + "é£İ å°ļ", + "人æīį éĺŁä¼į", + "çij ¾", + "æĿ¥ è¿ĻéĩĮ", + "æ´Ĺ 涤", + "å¹´ èĸª", + "èĭį çĻ½", + "ä¸ĩ äºĭ", + "课 æľ¬", + "åºĵ éĩĮ", + "çī¹ æ´¾", + "çī¹æ´¾ åijĺ", + "èµŀ ç¾İ", + "ç©¿ æĪ´", + "製 ä½ľ", + "èµŀ æĪIJ", + "ä¸Ģ 侧", + "å½ĵåľ° 人", + "æĭ İ", + "纸 è´¨", + "ä½Ļ 个", + "éĶĤ çĶµæ±ł", + "æľº åŀĭ", + "éĻ¢ éĻ¢å£«", + "åģļ å·¥", + "å¼ł è´´", + "ç¥Ľ æĸij", + "æ®ĸ æ°ij", + "å¥ij 约", + "æ¹ĺ æ½Ń", + "æIJ ĸ", + "åŃĺ è´§", + "交éĢļ 大åѦ", + "è¶ģ çĿĢ", + "æĸĩçī© ä¿ĿæĬ¤", + "å¤ĩ æĪĺ", + "éĩĩ 纳", + "åįĬ æľĪ", + "æľĢ åħ³éĶ®", + "æľĢåħ³éĶ® çļĦ", + "æİ¥ éĢģ", + "æĶ¶ åī²", + "åıį åĢĴ", + "çĥ Ľ", + "æ ½Ķ", + "ä¼Łå¤§ å¤įåħ´", + "çļĦè¯Ŀ è¯Ń", + "容 å¿į", + "å®ļ éĩı", + "æķ Ĺ", + "åĵģçīĮ 形象", + "æīŃ è½¬", + "åĽ½å®¶ éĩįçĤ¹", + "èĨĿ çĽĸ", + "ä¸Ģ 楼", + "大 éĻ¸", + "éĤª æģ¶", + "åĽŀ åij³", + "çĮ ¿", + "çĿ¡ åīį", + "æĹł è¾ľ", + "çĹħæ¯Ĵ æĦŁæŁĵ", + "æľºæ¢° åĮĸ", + "çĤ¹ 亮", + "溶 解", + "åĩłä¹İ æīĢæľī", + "è·ij éģĵ", + "çĶµè§Ĩ æľº", + "åı ¨", + "æijĩ äºĨ", + "æijĩäºĨ æijĩ头", + "èĩª è´Ł", + "综åIJĪ åĪ©çĶ¨", + "èĩª å¦Ĥ", + "åİŁ ä¾Ĩ", + "ä¹Łä¸į æĥ³", + "èĬĤ 课", + "è¿ĩ åī©", + "çĶ² çĬ¶", + "çĶ²çĬ¶ èħº", + "æĸ° ä¸ĸ纪", + "èĩªä¸» åĵģçīĮ", + "é«ĺ å±Ĥ次", + "ä¸Ģ è§Ĵ", + "è¡Į äºĭ", + "ç¥ĸ åħĪ", + "å©ļ åIJİ", + "éĹ´ éļĻ", + "ç¼Ŀ éļĻ", + "è¿Ļ æĶ¯", + "ä¸įæĸŃ åĪĽæĸ°", + "å¾® åŀĭ", + "æĽĻ åħī", + "享 çĶ¨", + "ä¸ŃåĽ½ 移åĬ¨", + "éĹŃ çݯ", + "æī§ æĦı", + "åıijå±ķ æł¼å±Ģ", + "æł¸å¿ĥ åĮº", + "éªļ æī°", + "åħļåĴĮ åĽ½å®¶", + "ä¸ŃåĽ½ æĶ¿åºľ", + "帶 èijĹ", + "ä¸ĩåįĥ çĵ¦", + "åħ© 人", + "äºİæĺ¯ æĪij", + "åĽº ä½ĵ", + "çªģ å¦Ĥ", + "çªģå¦Ĥ åħ¶", + "çªģå¦Ĥåħ¶ æĿ¥", + "éĩĮç¨ĭ ç¢ij", + "çĪ± ç¾İ", + "æŁ¥ éªĮ", + "åıĮ èµ¢", + "éĹª åħī", + "楼 å®ĩ", + "æĻ ı", + "æľī è¶³å¤ŁçļĦ", + "æŁĶ æĢ§", + "ä¿¡æģ¯ å®īåħ¨", + "管 线", + "并 ä¸įä¼ļ", + "åĻ¨ 件", + "ä½ł åºĶ该", + "çĿĢ å®ŀ", + "æĺİ æ¸ħ", + "æĬĹ çĶŁç´ł", + "æīĵ æŃ»", + "å®Įåħ¨ ä¸įåIJĮ", + "èĬ± æ¤Ĵ", + "æĶ¾ 宽", + "ä½İ 端", + "åĽĽ èĤ¢", + "åĮĹ京 èµĽè½¦", + "éĽĨ å¸Ĥ", + "æľª å©ļ", + "大å¹ħ æıIJåįĩ", + "建çŃij 设计", + "çĭ¬ æľīçļĦ", + "æİ¢ éĻ©", + "æ²³æµģ åŁŁ", + "æħķ 容", + "被 çĽĹ", + "åĵº ä¹³", + "èı ģ", + "æĥ¬ æĦı", + "è¶ĬæĿ¥è¶Ĭ 好", + "广大 群ä¼Ĺ", + "å¾· èĤ²", + "å¸Ĥåľº ä»·æł¼", + "奥 å·´", + "奥巴 马", + "èĬĤ缮 ä¸Ń", + "两 款", + "ä¸ĩä½Ļ åħĥ", + "ç»´ å°Ķ", + "çĶŁçī© ç§ijæĬĢ", + "åIJ¬ èµ·æĿ¥", + "çł ļ", + "æĭŁ å®ļ", + "æ²¹ çĶ°", + "声 èªī", + "建çŃij ä¸ļ", + "éĻIJ è´Ń", + "çīĩ åŃIJ", + "çķľ 禽", + "ç½ij é¦ĸ页", + "ä¼Ĺ çŃ¹", + "æĴŀ åĩ»", + "åīį ä¸įä¹ħ", + "åīį ä¸ĸ", + "åĽĽä¸ª æĦıè¯Ĩ", + "æµĭ ç»ĺ", + "éĺ² ç©º", + "漫éķ¿ çļĦ", + "æ²IJ æµ´", + "æ¯Ķè¾ĥ ç®Ģåįķ", + "æµĭ å®ļ", + "åĽŀ è°ĥ", + "让 人们", + "èĴĭ ä»ĭ", + "èĴĭä»ĭ çŁ³", + "ç»ĵ æĻ¶", + "å¢ŀæ·» äºĨ", + "æĿ¡ è¯Ħ论", + "åī¯ ä¼ļéķ¿", + "ä½ı æīĢ", + "ç»Ļ åĩºäºĨ", + "è°ĥ éħį", + "æ² ĸ", + "æľī çĶ¨", + "æľīçĶ¨ çļĦ", + "ä¸ĢæĿ¡ é¾Ļ", + "éĩİ å¤ĸ", + "ç¼ĺ åĪĨ", + "æ°¸è¿ľ ä¸įä¼ļ", + "æŀľ æłij", + "大åıij å¿«ä¸ī", + "麻 éĨī", + "äºij éĽĨ", + "åİ» åĵªéĩĮ", + "åħ¥ å¸Ĥ", + "ä»» æĢ§", + "建 æ¡£", + "建档 ç«ĭ", + "建档ç«ĭ åį¡", + "ä¸Ģ 棵", + "社 åįĢ", + "缸 ä¼´", + "åļ ·", + "å¡« åħħ", + "ä¸Ģ æĹı", + "ç¾ ģ", + "åıĸ è¯ģ", + "èĪ° éĺŁ", + "åİĤ åĮº", + "è¡· å¿ĥ", + "åıijå±ķ éĺ¶æ®µ", + "é«ĺ 强度", + "åĹĵ åŃIJ", + "é¢Ĩ è¡Ķ", + "楼 主", + "大 èĴľ", + "æŀķ 头", + "ç²® æ²¹", + "é»Ħ çĵľ", + "æĵ Ĵ", + "å°ı çĭĹ", + "æĶ¹éĿ© å§Ķ", + "åįģ åĪĨéĴŁ", + "é²ľ èī³", + "åħ³ ç¾½", + "çĭĢ æħĭ", + "å®ŀçĶ¨ æĢ§", + "å°ij è§ģ", + "é£ŀ æī¬", + "çĶ° éĩİ", + "æIJ Ĥ", + "è¿Ļ个 è¯į", + "åºĶæĢ¥ é¢Ħæ¡Ī", + "è§Ĵ度 æĿ¥çľĭ", + "æķ¬ çķı", + "æ³ķ å®Ŀ", + "åĸĦ æĦı", + "æīĵ æĸŃ", + "对 åĨ³", + "çµķ å°į", + "åĢŁ æѤ", + "å¼Ģ æºIJ", + "å°ı 說", + "ç¥ º", + "å²ģ 以ä¸ĭ", + "éĢĢå½¹ åĨĽäºº", + "ä¸įä¹ħ åīį", + "åĩº åİĤ", + "讽 åĪº", + "æĿ¥çľĭçľĭ åIJ§", + "éŃĶ åħ½", + "çķĻ ä¸ĭæĿ¥", + "å±ħ 室", + "åłħ æĮģ", + "çľĭ äºĨä¸Ģ", + "çľĭäºĨä¸Ģ çľ¼", + "éĽĨåĽ¢ æĹĹä¸ĭ", + "æĪĺ æĪĺç»ĦåIJĪ", + "è®¤çľŁ èIJ½å®ŀ", + "汽车 产ä¸ļ", + "çī©çIJĨ åѦ", + "æķ µ", + "éĴ Ŀ", + "åĽ¢ éķ¿", + "ä¸įæĸŃ æī©å¤§", + "èĤ© è´Ł", + "åıijå±ķ 缮æłĩ", + "è³ĩ éĩij", + "åīį ç½®", + "ä¸ŃåĽ½ åı¤ä»£", + "æŃ» åĪij", + "åħħåĪĨ ä½ĵçİ°", + "åħ³ éŨ", + "ç¾İ æĦŁ", + "æīĵ åħ¥", + "æĬijéĥģ çĹĩ", + "å°ij çĪ·", + "æłij æŀĿ", + "æ¶Īæģ¯ 称", + "æ´Ľ åħĭ", + "åį ¯", + "è¿Ī åIJij", + "æݨ åĭķ", + "ä»İä¸ļ èĢħ", + "åİ» ä¹°", + "欢 å¿«", + "æĭ¥ æĮ¤", + "马 桶", + "æĬĬ æݧ", + "æĶ¿ åħļ", + "å¼ł æī¬", + "客 æłĪ", + "红 æĺŁ", + "éĢģ æĿ¥", + "åħ¨åŁŁ æĹħ游", + "èĩª ç§ģ", + "åįģäºĮ æĿ¡", + "åı¹ æģ¯", + "ä¸Ģ èīĺ", + "ä¿Ŀ è´¹", + "æĸ½å·¥ çİ°åľº", + "æľī 幸", + "ç»Ń èĪª", + "åı¯èĥ½ æľĥ", + "èĥĮ åıĽ", + "ä½£ éĩij", + "ä¸ī çŃīå¥ĸ", + "å¾Ī 满æĦı", + "游æĪı åī¯æľ¬", + "群 éĩĮ", + "æŀĦ 件", + "åºı å¹ķ", + "太 æ¹ĸ", + "æľ¨ è´¨", + "æĻĭ æ±Ł", + "çµĤ æĸ¼", + "è·³ è·ĥ", + "åĢºæĿĥ 人", + "çŃī 诸å¤ļ", + "æĶ¾ åĩº", + "åħ³éĶ® æŶåĪ»", + "æĦŁæŁĵ èĢħ", + "é£ŀè¡Į åijĺ", + "èĥĨ åĽº", + "èĥĨåĽº éĨĩ", + "æĬ± æŃī", + "åij¨ äºĮ", + "æĸ° æĹ¶æľŁ", + "åĨ·éĵ¾ çī©æµģ", + "è¿Ļç§į æĸ¹å¼ı", + "该 æĿij", + "åĽŀ é¦Ī", + "åŁºçĿ£ æķĻ", + "人 åıĤ", + "æŀ¯ çĩ¥", + "æī¹åıij å¸Ĥåľº", + "åħħåĪĨ èĤ¯å®ļ", + "å¸Ĥ æĶ¿åįı", + "äºĭ æ¥Ń", + "龸 çİĭ", + "çĥŃ æIJľ", + "åįģä¹Ŀ 大", + "ä¼´ æľī", + "ç¾İåĽ½ æĢ»ç»Ł", + "åŁİå¸Ĥ 管çIJĨ", + "ä¸ĭ 令", + "èĥ¸ åı£", + "åıª çŁ¥éģĵ", + "åij¨ ä¸ī", + "çĶ¨ æĪ¶", + "éŃ ¯", + "å¿ĥ è¡Ģ", + "带头 人", + "åĮ» åĬ¡", + "åĮ»åĬ¡ 人åijĺ", + "æݧåĪ¶ åĻ¨", + "ä½ľåĵģ åĨħ容", + "æĪĺ åıĭ", + "åİĨ å¹´", + "ä¸į åħĭ", + "ä¸įåħĭ ä¸įåıĬ", + "æĹ¥ æŃ£å¼ı", + "è±IJ å¯Į", + "ç¨İ è´¹", + "æŶ æķĪ", + "å±ķ ä½į", + "è¡¡ éĺ³", + "æĪ¿ 貸", + "çĪĨ 款", + "ä¹IJ æĦı", + "çĶ· 主", + "å¯ ¬", + "æľĥ èŃ°", + "ä¹ĭ å¤ľ", + "åIJĮ 樣", + "ä¸įè¦ģ 太", + "ä¼Ĭ æĸ¯", + "ä¼Ĭæĸ¯ åħ°", + "åŁºæľ¬ åİŁåĪĻ", + "åİ» æİī", + "ä½İ ä¿Ŀ", + "个 交æĺĵ", + "个交æĺĵ æĹ¥", + "èģĬ èģĬ", + "åĽĽ ä½į", + "åħļç»Ħ æĪIJåijĺ", + "主è¦ģ ä»İäºĭ", + "å½± éŁ³", + "åĨĴ åĩº", + "åij¼åIJ¸ éģĵ", + "è¾¾ å°Ķ", + "æľ¨ åľ°æĿ¿", + "诡 å¼Ĥ", + "çģ¯ åħ·", + "çģ« çĥ§", + "解 èĦ±", + "æĦĪ åıij", + "æ¹ĸ å·ŀ", + "é£İ ä¿Ĺ", + "æĸ° å½¢åĬ¿", + "æĸ°å½¢åĬ¿ ä¸ĭ", + "è² Ŀ", + "èĦ ĵ", + "åĬ¨åĬĽ çĶµæ±ł", + "é£ŀ èĪ¹", + "飧 æĢ§", + "åĪ© çī©", + "åĪ©çī© 浦", + "ä¸į 认è¯Ĩ", + "ç¼ĸ ç»ĩ", + "ä½ľ åĿĬ", + "èģĮä¸ļ æĬĢèĥ½", + "çľĭ è¦ĭ", + "åĽ´ æ£ĭ", + "æĺı è¿·", + "å½Ĵ å±ŀäºİ", + "æĤ¬ å´ĸ", + "éĨ« çĻĤ", + "å®ĭ 代", + "åºĦ æĿij", + "èĹ ķ", + "çĮĽ çĦ¶", + "çĩĥæĸĻ çĶµæ±ł", + "å®ŀä½ĵ åºĹ", + "ä¸į足 以", + "æĥħ ç·", + "æĥħç· Ĵ", + "å»Ĭ åĿĬ", + "çĶµ åı°", + "åºĶ åĬĽ", + "ä¸Ńå°ı åѦçĶŁ", + "èĥ¡ åIJĮ", + "éī´ åĪ«", + "åĨħ ç½®", + "ä¹± 象", + "æ¬Ĭ çĽĬ", + "å¼ĢæĶ¾ å¼ı", + "åįļ æĸĩ", + "讲 课", + "çŃī åİŁåĽł", + "ç©· 人", + "交 æĽ¿", + "æĬ¤ çħ§", + "åıijå±ķ æľºéģĩ", + "客 åķĨ", + "åıį ä¹ĭ", + "ç±³ é¥Ń", + "并 åıij", + "并åıij çĹĩ", + "æ±ī åŃIJ", + "æŀľ åĽŃ", + "对æĪij æĿ¥è¯´", + "åģı åIJij", + "æī¹ 示", + "读 åIJİ", + "读åIJİ æĦŁ", + "æĺİ æĻº", + "åĽ´ çĿĢ", + "åıį 转", + "æĿ¨ å¹Ĥ", + "ä¸ĵ åįĸ", + "ä¸ĵåįĸ åºĹ", + "åıĹ éĻIJ", + "åºŁ è¯Ŀ", + "æŀģ å°ij", + "åįĪ åIJİ", + "è¿Ľ ä¿®", + "åīĬ åĩı", + "æľ¬ç§ij çĶŁ", + "ä¼ĺ éĢī", + "åħī çħ§", + "åıĻ äºĭ", + "åıĸ æļĸ", + "åĮĹ è·¯", + "æ¦ ķ", + "èİĨ çĶ°", + "楼 å±Ĥ", + "天 èĬ±", + "天èĬ± æĿ¿", + "çĤ ľ", + "å·²ç»ı æľīäºĨ", + "è¶ ¾", + "çĶ³ åįļ", + "çĶµ éĺ»", + "åĬŁ 课", + "æŃ¥ æŃ¥", + "éĤ£ä¹Ī 容æĺĵ", + "æѤ æĸĩ", + "ä½ °", + "计 è¾ĥ", + "çīĩ éĿ¢", + "çĶµå½± éĻ¢", + "ä¸į åħ¬å¹³", + "ä¸ī æľŁ", + "æĹħ游 èµĦæºIJ", + "å¤ļç§į å½¢å¼ı", + "è£Ĥ ç¼Ŀ", + "åIJİ æİĴ", + "硬 度", + "åĽŀ æļĸ", + "éģĵ æķĻ", + "è´« è¡Ģ", + "æ¸ħ é¦Ļ", + "伤 çĹħ", + "æĦı 義", + "çļĦ ç¼ĺ", + "çļĦç¼ĺ æķħ", + "åºĦ 严", + "åıªæĺ¯ ä¸ºäºĨ", + "æīĵ æĬĺ", + "以 ä¾Ĩ", + "滿 足", + "çİĽ 丽", + "風 éļª", + "æĸĩ ç§ij", + "éħįå¤ĩ äºĨ", + "è¿Ľ é£Ł", + "æ¶ ¡", + "è·¯ ç¨ĭ", + "åı« 声", + "ä¸Ńå¿ĥ åŁİåĮº", + "æľīæīĢ ä¸įåIJĮ", + "å¼µ è²¼", + "é¢Ħ æĬ¥", + "æľīå¤ļ ä¹Ī", + "è¿Ľè¡Į åħ¨éĿ¢", + "æĽ¾ ç¶ĵ", + "ä¸ī 代", + "å®ı 大", + "æ¸ħ æī«", + "éĢī åĩº", + "åĵª ä¸Ģ个", + "主 義", + "ä¾Ŀ æĵļ", + "çļ® éĿ©", + "赶 æĿ¥", + "çŃĽ æŁ¥", + "æ¨ Ł", + "ä¿Ŀ èįIJ", + "åIJĥ æĥĬ", + "æľĭåıĭ们 对", + "ä»ĸ æĺ¯ä¸Ģ个", + "åºŁ æ°Ķ", + "æ» ħ", + "è´¢ ç¨İ", + "æĿij æĿijæ°ij", + "èµĦ产 è´ŁåĢº", + "å®ī å¨ľ", + "缮åīį åĽ½åĨħ", + "æĦŁè§ī èĩªå·±", + "çµIJ åIJĪ", + "éĶ¦ æłĩ", + "éĶ¦æłĩ èµĽ", + "æĽ´ æ·±", + "åŁº æķ°", + "éħ¿ éħĴ", + "çī¹èī² 产ä¸ļ", + "åİĭ å®ŀ", + "ä¾Ŀæ³ķ 追究", + "æ·¡ å®ļ", + "ç®Ģ缴 å°±æĺ¯", + "å£ĵ åĬĽ", + "æ°ij å¿ĥ", + "ä¸į åIJĪéĢĤ", + "çĶ±æѤ åı¯è§ģ", + "èµŀ èªī", + "æ¾ ¤", + "åĩłå¹´ åīį", + "åIJī ä»ĸ", + "çł´ æįŁ", + "轻轻 åľ°", + "å²Ľ 屿", + "æĦı å¢ĥ", + "ä»Ģä¹Ī åı«", + "åģĩ è£ħ", + "éĢģ è´§", + "å¹ķ å¢Ļ", + "妥 åįı", + "åĽ½ æĹĹ", + "äºĨ å¾Īä¹ħ", + "åĪĨ辨 çİĩ", + "ç´ Ķ", + "éĺ³ åĮº", + "åĩŃ çĿĢ", + "åģľè½¦ ä½į", + "京 éĥ½", + "éĶ £", + "æĵ ¾", + "è¿Ľ éŨ", + "åĪĺ æµ·", + "åĽĽ 级", + "女 足", + "è¡ĮæĶ¿ 审æī¹", + "éģ¥ æݧ", + "ä¸į éĮ¯", + "å¾Ĺ å¾Ī好", + "为 缮çļĦ", + "ä»į æľª", + "ç²¾ è£ħ", + "éĢį éģ¥", + "å°½ 头", + "çºł ç¼ł", + "éłĺ å°İ", + "æĭħ è´Ł", + "æĪĸèĢħ åħ¶ä»ĸ", + "åıªä¸įè¿ĩ æĺ¯", + "åı® åĺ±", + "åģĩ åĨĴ", + "æļĸ æ°Ķ", + "çĽIJ åŁİ", + "被 è§Ĩ为", + "诺 è´Ŀå°Ķ", + "ç»ĻäºĨ æĪij", + "è¿ij åįĥ", + "éĩį åĽŀ", + "éĨĴ äºĨ", + "çĶµ 解", + "忽çķ¥ äºĨ", + "èĥĮ éĥ¨", + "æĸĩæĺİ åŁİå¸Ĥ", + "æº ħ", + "è² ĵ", + "æĬµ æĮ¡", + "åĸľæ¬¢ åIJĥ", + "éĿĻéĿĻ åľ°", + "å¾Ī æ·±", + "åŁºç¡Ģ çŁ¥è¯Ĩ", + "è¿ĩ éĶĻ", + "çIJĨ ç§ij", + "交æµģ åIJĪä½ľ", + "èĪ Ķ", + "調 æŁ¥", + "æħĪ æĤ²", + "éĴ °", + "èĩ´ çĶµ", + "å®£ä¼ł æ´»åĬ¨", + "åıĺ éĩı", + "çļĦ人 æĿ¥è¯´", + "æŶ éļĶ", + "ä¸į管 ä½ł", + "缸 è¿ij", + "è´µ éĩijå±ŀ", + "ä¹Łä¸į åı¯èĥ½", + "ç²ī æľ«", + "åįĹ çĵľ", + "çĻ½ 马", + "åħī æºIJ", + "éĩij å¥ĸ", + "çĭ¬ è§Ĵ", + "çĭ¬è§Ĵ åħ½", + "妨 ç¢į", + "ç»Ļ åĬĽ", + "ä½Ĩ ä»į", + "å¼łå®¶ åı£", + "èIJ¬ åħĥ", + "渲 æŁĵ", + "éķ¿å¤§ äºĨ", + "è®°èĢħ äºĨ解", + "æĢĢ çĿĢ", + "è¦ģ åѦä¼ļ", + "游æĪı 代", + "游æĪı代 ç»ĥ", + "äºĮ çĻ¾", + "æĦıè¯Ĩ å½¢æĢģ", + "çİ º", + "计åĪĴ çĶŁèĤ²", + "æī¾ åĩĨ", + "åħ° èĬ±", + "è¿Ļ座 åŁİå¸Ĥ", + "污 æ³¥", + "å®ĺæĸ¹ 微信", + "å½Ĵ å±ŀ", + "æ°§ æ°Ķ", + "éģİç¨ĭ ä¸Ń", + "åį°è±¡ æ·±åĪ»", + "稳 妥", + "çµIJ æĿŁ", + "åŃķ æľŁ", + "çī¹ æĿĥ", + "åĿļ åĽº", + "顺 åĬ¿", + "æŀľ èĶ¬", + "éĨ« 師", + "åİ ®", + "ä¹Łæĺ¯ å¦ĤæѤ", + "é¦Ĵ 头", + "缸 åĬ©", + "å¹² 线", + "ä¸Ģ æľ¬ä¹¦", + "ç» ¥", + "æĮ¯ å¥ĭ", + "èĤ¾ èĦı", + "åĭķ çī©", + "é£ŀ è·ĥ", + "èıľ åĵģ", + "å¤ļ ä½Ļ", + "å¤ļä½Ļ çļĦ", + "éĢĿ ä¸ĸ", + "æģĭ 人", + "å¼Ģåıij åĪ©çĶ¨", + "顺 丰", + "éĩİ å¿ĥ", + "æł¡ å¤ĸ", + "æģIJ é¾Ļ", + "éĿ¢ åħ·", + "éķ¿ è¾Ī", + "éļı å¤Ħ", + "éļıå¤Ħ åı¯è§ģ", + "ç´§ 缺", + "éĩį ä¸Ń", + "éĩįä¸Ń ä¹ĭ", + "éĩįä¸Ńä¹ĭ éĩį", + "奥 æĸ¯", + "奥æĸ¯ åį¡", + "ä¸Ģ个 å¤ļ", + "ä¸Ģ个å¤ļ æľĪ", + "ä¸įåı¯ 缺å°ij", + "æĸ° æł¼å±Ģ", + "æıIJ æĮ¯", + "è¡Į è´¿", + "æ¼Ĥ æµģ", + "èģĬ åŁİ", + "åħ´ 建", + "è´¨ æ£Ģ", + "ç§ģæľį 游æĪı", + "æĽ´ éĩįè¦ģ", + "è´ ®", + "çħ ľ", + "转åıĺ 为", + "è¿Ļ 两年", + "ä¿Ŀ é²ľ", + "æī§ æķĻ", + "çĥ ¨", + "å¼Ģåıij 建设", + "è¿IJèIJ¥ 管çIJĨ", + "误 å·®", + "京 åī§", + "å¸IJ åı·", + "å·¥ä½ľ ä½ľé£İ", + "ä¸ĸ ä¿Ĺ", + "çĻ½ 宫", + "天 åĽ½", + "å¤©åĽ½ 继ç»Ń", + "å·´ æĸ¯", + "èIJ¥ åĪ©", + "åĵģ æł¼", + "æĿijæ°ij 们", + "æĪ¿ 车", + "çŃī çĹĩçĬ¶", + "å¦Ĥ å®ŀ", + "å® ¸", + "å±Ĥ 级", + "éĶĻ è¿ĩäºĨ", + "ç»ĵ å®ŀ", + "ç¬ij èĦ¸", + "羣å®ŀ æĢ§", + "éĥ½å¸Ĥ æĬ¥", + "é¥Ń èıľ", + "åºĶ 注æĦı", + "æĬ½ çĥŁ", + "伪 éĢł", + "åīį ä¸Ģ天", + "éŃĶ é¾Ļ", + "éŃĶé¾Ļ 令çīĮ", + "约 è°Ī", + "绣çŃ¹ æİ¨è¿Ľ", + "让 çĶ¨æĪ·", + "åħ¨éĿ¢ èIJ½å®ŀ", + "å¼Ħ å¾Ĺ", + "è°Ī æģĭçĪ±", + "鸣 æĪIJéķ¿", + "鸣æĪIJéķ¿ è®°", + "æ´ĭ æ´ĭ", + "çĸı æķ£", + "éĿ¢ç§¯ 约", + "æµĵ 缩", + "æĸ¯ é¡¿", + "çĶŁæĢģ åľĪ", + "æī§ 导", + "移 éĢģ", + "齿 è½®", + "æł¹æľ¬ å°±ä¸į", + "缩 åĩı", + "èµ° ä¸ĭåİ»", + "çĿ« æ¯Ľ", + "ä¹Łä¸į éĶĻ", + "åıįæĺł åĩº", + "èĭ¦ æģ¼", + "缸åħ³ æĶ¿çŃĸ", + "é«ĺ 楼", + "ç²ī èī²", + "æĬķèµĦ é¢Ŀ", + "ä¸į ç»ı", + "ä¸įç»ı æĦı", + "å®ģ æĦ¿", + "èĪĮ 头", + "æ»ĭ çĶŁ", + "å®ģ åİ¿", + "åīįåĪĹ èħº", + "åĩ ³", + "é£Ł 欲", + "åıĸ èĥľ", + "éĻ¢ åŃIJ", + "ç´łè´¨ æķĻèĤ²", + "滨 å·ŀ", + "æĬ¢ æĬĵ", + "å¼Ĥ åij³", + "åĴ ļ", + "åĬ į", + "宽 éĺĶ", + "æļ´ 涨", + "æĥł åıĬ", + "è§Ħ ç¨ĭ", + "ä¾Ľ åħ»", + "éĢģ å¾Ģ", + "å±± åºĦ", + "举 äºļ", + "å±ķ é¦Ĩ", + "解 éĶģ", + "æĹł è§Ĩ", + "éĻį èIJ½", + "è¿ŀ äºij", + "è¿ŀäºij 港", + "åıĤ è°ĭ", + "çİ ĸ", + "ç¬ ĥ", + "èĢĹ è´¹", + "æī¿ å¾·", + "社ä¼ļ æķĪçĽĬ", + "åįĹæµ· ç½ij", + "åĪĽ 伤", + "èIJ ±", + "åħħ æ²Ľ", + "ç½ijç«Ļ 建设", + "大 åºĨ", + "åĨį éĢł", + "åŃĹ æł·", + "åħ¨æ°ij åģ¥èº«", + "èĮ« èĮ«", + "æµ® åĬ¨", + "åīį åı°", + "å¢ŀ 设", + "éĢĽ è¡Ĺ", + "åĢĴ éĹŃ", + "æ³ķå¾ĭ 顾éĹ®", + "çĸ ®", + "çĹħ çĹĩ", + "空 åīį", + "请 æķĻ", + "èĥľ ä»»", + "æĿĢ èıĮ", + "æĪĺæĸĹ æľº", + "ç»ĺ åĪ¶", + "å¤Ħ æĸ¹", + "çªģ åĽ´", + "çĮ« åĴª", + "æĬ¥åijĬ æĺ¾ç¤º", + "ç¿ Ł", + "çķ¶ åľ°", + "æľĢ éļ¾", + "纪 å§Ķ书记", + "ä½İ åİĭ", + "èĻļ 空", + "è¿Ļéĥ¨ çĶµå½±", + "产ä¸ļ åįĩ级", + "è°· çĪ±", + "è°·çĪ± åĩĮ", + "æĬ¼ éĩij", + "女 æĸ¹", + "éĴ» çłĶ", + "æļĹ æļĹ", + "è¿· ä½ł", + "æīĢ è¬Ĥ", + "å¨ģ å»ī", + "å¼Ģ æľĹ", + "å² Ķ", + "çģ« çĤ¬", + "åIJĪçIJĨ æĢ§", + "åħ¬ åĬŀ", + "ä¼ļ ä¼ļéķ¿", + "éĺ´ è°ĭ", + "å¼Ģ å±Ģ", + "æĻ®éĢļ è¯Ŀ", + "åį¡ æĭī", + "å°ij åIJĥ", + "éĹª èĢĢ", + "æŀľ æ±ģ", + "æī§è¡Į åĬĽ", + "è° Ľ", + "æĬ¢ åĬ«", + "é«ĺéĢŁ åıijå±ķ", + "éŁ ¬", + "åįĹ æ²Ļ", + "é«ĺçŃī åŃ¦æł¡", + "æį¢ 个", + "åı¯èĥ½ åŃĺåľ¨", + "æĬ Ĵ", + "è°± åĨĻ", + "被 æĬĵ", + "æĿ¯ åŃIJ", + "èĬĤèĥ½ åĩıæİĴ", + "æ°ĶåĢĻ åıĺåĮĸ", + "åĪĨ åĪ¥", + "ä¸Ń æŀ¢", + "欢 åij¼", + "åħī 纤", + "è¿Ļ 群", + "çľ¼ çķĮ", + "åħ±åIJĮ åıijå±ķ", + "çİ° ä»Ĭ", + "éĹ» è¨Ģ", + "çī¹èī² å°ıéķĩ", + "æķij 人", + "éĻį æ°´", + "ä¸ĸçķĮ ä¸Ģæµģ", + "å°± é¤IJ", + "çŀ ¥", + "å¤į ä»ĩ", + "ç¾½ æ¯Ľ", + "ç¾½æ¯Ľ çIJĥ", + "è´© åįĸ", + "æºIJ æ³ī", + "æĢ»ä½ĵ è§ĦåĪĴ", + "åĬ¨ æĦŁ", + "ä¸Ģ 审", + "åĢŁ éĴ±", + "è§ģ æķĪ", + "èĬ± èįī", + "åIJĮ ä¸ļ", + "æŁ¥ è©¢", + "åĽ½éĻħ åIJĪä½ľ", + "ä¾Ľ åĽ¾", + "åģ ´", + "æł ĵ", + "缸 éĢļ", + "è°Ī åıĬ", + "è¿ĩç¨ĭ å½ĵä¸Ń", + "é¦Ļ èıĩ", + "åįģåĽĽ æĿ¡", + "ä¸Ģå¼Ģå§ĭ å°±", + "ä¸ĵ åijĺ", + "æĺİ é¡¯", + "æīĵéĢł åĩº", + "ä¸ĭéĿ¢ æĪij们", + "æľº æ²¹", + "åı° è¯į", + "åŃIJ å¼Ł", + "æľĢ 常è§ģçļĦ", + "æĪij è®°å¾Ĺ", + "ç» °", + "æĤ¬ æµ®", + "è¿ĺ 羣æĺ¯", + "æĮĤ åı·", + "åıĭ åĸĦ", + "éĩį 伤", + "çħ§ 亮", + "æѦ èѦ", + "åĩºçİ° éĹ®é¢ĺ", + "è¸Ĭ è·ĥ", + "åľ°çIJĥ ä¸Ĭ", + "å¸Ĥ 人大", + "åıĹ害 人", + "å² IJ", + "åIJĮ åѸ", + "éĩijèŀį å¸Ĥåľº", + "æľīçļĦ çݩ家", + "å¸Ĥ æķĻèĤ²", + "å¸ĤæķĻèĤ² å±Ģ", + "åIJĦ å¼Ĥ", + "ç·ļ ä¸Ĭ", + "æģ º", + "æľī 大éĩıçļĦ", + "åķĨ æĬ¥", + "åįķ åįķ", + "åħ¨ é¢Ŀ", + "ä¾Ŀæŧ æĺ¯", + "好 åĩłä¸ª", + "åĸ µ", + "éĩį æķ´", + "çĶŁæ´» è´¨éĩı", + "æİ¢ 访", + "åį° èĬ±", + "缼 è¡Į", + "å¾® è§Ĥ", + "èĪį å¾Ĺ", + "åºŁå¼ĥ çī©", + "积 èĵĦ", + "å®ļ å±ħ", + "æĤ ¼", + "èĮ ¸", + "çļĦ 帮åĬ©", + "çļĦ帮åĬ© ä¸ĭ", + "亿 åIJ¨", + "åŃĶ éĽĢ", + "è¿ĻæĿ¡ è·¯", + "é¥ µ", + "æĦĪ åĬł", + "éķ į", + "ä½ľ æ¡Ī", + "èįĶ æŀĿ", + "太 å°ij", + "è·» 身", + "åħ¬çĽĬ æ´»åĬ¨", + "çĻ½ æĸij", + "æĬĢæľ¯ æ°´å¹³", + "å¸ §", + "æĹł çŁ¥", + "åºĶ该 æĢİä¹Ī", + "éĢĢ å¸Ĥ", + "æ¸ Ń", + "åħ» çĮª", + "é© ¼", + "群 å²Ľ", + "大 åį«", + "ä¹ĺ çĶ¨è½¦", + "èı² å°Ķ", + "è´´ åIJ§", + "åģľ ä¸ĭæĿ¥", + "æľīæľº ç»ĵåIJĪ", + "åĪ» èĭ¦", + "çļĦ åľ°", + "çļĦåľ° æŃ¥", + "è¯Ĭ æīĢ", + "å¼Ģ æĪĺ", + "èĢģ çīĮ", + "çŃ¹ çłģ", + "åħ«å¤§ 以æĿ¥", + "楼 æĪ¿", + "åŃĻ æĤŁ", + "åŃĻæĤŁ 空", + "åħĴ åŃIJ", + "第ä¸Ģ æĿ¡", + "社交 åªĴä½ĵ", + "æĥ³ èµ·æĿ¥", + "大 æ´ĭ", + "æĭ¼ éŁ³", + "è¿Ľ åįļä¼ļ", + "è¿ĩ åħ³", + "æ² ¼", + "ç©¿ æIJŃ", + "éĤ£ ä¸Ģ天", + "çł´ éŨ", + "æĬķæłĩ 人", + "èµ¢ 家", + "èĻļ å¼±", + "æ¿ ĥ", + "å®ī æ£Ģ", + "客 家", + "çĭ¬ç«ĭ èij£äºĭ", + "æīĭ åĬ¿", + "åīµ éĢł", + "åľĨ满 å®ĮæĪIJ", + "为主 线", + "好å¥ĩ å¿ĥ", + "é¢Ĩ åľŁ", + "çª ĸ", + "åħ¸åŀĭ æ¡Īä¾ĭ", + "çªģåıij äºĭ件", + "åºķ æ°Ķ", + "头 æĻķ", + "å®Ľ å¦Ĥ", + "è§ ¸", + "æ¸ħ æ·¡", + "åļ ¼", + "åģľ çĶµ", + "ç²ī å°ĺ", + "éĻįä½İ æĪIJæľ¬", + "æĶ¾ æīĭ", + "è®°èĢħ 表示", + "æĭĸ 延", + "éª ĩ", + "æ®ĭ å¿į", + "çľģ æķĻèĤ²", + "çľģæķĻèĤ² åİħ", + "é«ĺ é¢Ŀ", + "éĦ Ļ", + "æ¥ ŀ", + "åĨħ ç§ij", + "èIJ¥ä¸ļ é¢Ŀ", + "åŁº çŁ³", + "æµģ æ·Į", + "主 æŨ", + "éĺIJ éĩĬ", + "建 åįİ", + "æĥĬ åı¹", + "çī¢åĽº æłijç«ĭ", + "æĺ¯åIJ¦ åŃĺåľ¨", + "建 åĨĽ", + "éĽ¾ éľ¾", + "åħ¬ 认", + "åħ¬è®¤ çļĦ", + "æ°¨ åŁº", + "æ°¨åŁº éħ¸", + "åīį åĩłå¹´", + "åĪ¹ éĤ£", + "æ±Ł 举", + "å·¥ æ¥Ń", + "ä¸ĢçĤ¹ ä¹Łä¸į", + "ä¿® 士", + "äºĨä¸Ģ éģį", + "åĪ ģ", + "æ»ļ æ»ļ", + "åĪĨ æł¡", + "羣 çĪ±", + "è¡Ģ èĦī", + "æĢ¥ åī§", + "ä¸Ģ群 人", + "ç¾ ¯", + "æĪIJ é¾Ļ", + "ç²¾ç¥ŀ çĹħ", + "缸åħ³ 人åijĺ", + "éĿĵ 丽", + "ä¸ī åŃ£åº¦", + "åĪĴ å®ļ", + "ä¸ĸçķĮ 第ä¸Ģ", + "éĢļ ä¿Ĺ", + "åķĨä¸ļ åľ°äº§", + "åĬŁèĥ½ æĢ§", + "èµĦæľ¬ 主ä¹ī", + "详 è§ģ", + "æĬĵ æįķ", + "æĸĩ æĺĮ", + "å®Ŀ å®ī", + "è£ħéħį å¼ı", + "æºIJ æºIJ", + "æºIJæºIJ ä¸įæĸŃ", + "çĶŁ æĢķ", + "纵 åIJij", + "å£ ½", + "çľ¼ è¢ĭ", + "èĤī ä½ĵ", + "åı¤ ä»Ĭ", + "èŀį åªĴä½ĵ", + "åģ ī", + "æł¼ æľĥåĵ¡", + "çĥ ·", + "åĬŁ çĶ¨", + "æīŃ çŁ©", + "绿èī² éĢļéģĵ", + "åī§ ç»Ħ", + "å¼± åĬ¿", + "è´¨éĩı éĹ®é¢ĺ", + "éĻIJ é¢Ŀ", + "éª Ĩ", + "éģµ ä¹ī", + "å¯Ŀ 室", + "æĥ³ 念", + "åł± åijĬ", + "ä»ħ 次", + "ä»ħ次 äºİ", + "èŀį åĪĽ", + "æĭĽèģĺ ä¼ļ", + "åºĬ åŀ«", + "转åŀĭ åıijå±ķ", + "ä¸ŃåĽ½ çĶµä¿¡", + "åIJ¬ è¯Ŀ", + "è«ĭ æ±Ĥ", + "大éĥ¨åĪĨ 人", + "æ´» å¾Ĺ", + "åĵŃ æ³£", + "è¶ Ļ", + "åıijçĹħ çİĩ", + "ä¸į 符", + "åĨĽ å®ĺ", + "é¢Ī æ¤İ", + "æĸ°åĨł çĸ«æĥħ", + "æŁ¬ åŁĶ", + "æŁ¬åŁĶ 寨", + "ä»»ä½ķ å½¢å¼ı", + "人 éĻħ", + "人éĻħ åħ³ç³»", + "æĢ» æī¿åĮħ", + "å¹³åĿĩ æ¯ı", + "æģŃ åĸľ", + "åĦ ĺ", + "åħµ 马", + "è¿Ł åĪ°", + "å·¥ 伤", + "çīĪæĿĥ å½Ĵ", + "çīĪæĿĥå½Ĵ åİŁ", + "æĭ¥ æĬ¤", + "ç³Ĭ æ¶Ĥ", + "å¹² æ¶ī", + "å°ij ä¸įäºĨ", + "æĥ³ æī¾", + "è´¹ çİĩ", + "该 éĻ¢", + "èŀį åĮĸ", + "è¿İ åIJĪ", + "è§ĨåIJ¬ èĬĤ缮", + "æł¼ 網ç«Ļ", + "çľī æ¯Ľ", + "欢è¿İ 大家", + "家åºŃ æķĻèĤ²", + "ä¾µ èļĢ", + "ç»Ļ ä½łä»¬", + "è¡Ģ液 循çݯ", + "å¯Ħ æīĺ", + "å°ĸ åı«", + "以ä¸ĭ åĩłä¸ª", + "è¿ĺ 以为", + "åħ¶ä»ĸ çݩ家", + "ç¬ij ç¬ij", + "æīĵ åIJ¬", + "èĩªçĦ¶ ç§ijåѦ", + "åŁº ç«Ļ", + "ä¹Ŀ å·ŀ", + "ä¿Ŀ 驾", + "ä¿Ŀ驾 æĬ¤", + "ä¿Ŀ驾æĬ¤ èĪª", + "æĶ¾ çľ¼", + "çŁ¥åIJį ä¼ģä¸ļ", + "ç¸ ®", + "ç¨ ½", + "æļ ĩ", + "使çĶ¨ 網路", + "é¢Ħ çķĻ", + "大 象", + "åıijæĺİ ä¸ĵåĪ©", + "æĸĩ 娱", + "éĢł ç¦ı", + "湿 润", + "éĿ¢ æĿ¡", + "æ¶Īè´¹ åįĩ级", + "è®Ĭ å¾Ĺ", + "åĩł åIJį", + "ä» Ħ", + "认 æ¸ħ", + "è¿ľ æĻ¯", + "æıĴ 座", + "诸 侯", + "åıĺ æĢģ", + "ç¦ı 彩", + "è´§ æŀ¶", + "失 æݧ", + "移åĬ¨ 端", + "ä¸Ĭ åı¸", + "éĢł 纸", + "å¸ĥ æľĹ", + "çĴ ĩ", + "åı° åįĹ", + "åĮĹ京 åĨ¬å¥¥", + "èĵĿ çīĻ", + "éķ¿ çŁŃ", + "æĬĺ å°Ħ", + "ç»ij æŀ¶", + "å¯Ĵ åģĩ", + "转 åŁºåĽł", + "æĢ¥ äºİ", + "æŃ£ åĵģ", + "åħħ 滿", + "大 纲", + "æĬĹ ä½ĵ", + "è¨ĵ ç·´", + "æĶ¶ ç´§", + "æ¯Ķ è³½", + "åħµ åĬĽ", + "æľ¬ æĽ¸", + "äºĮ 代", + "æĢ¥ è¯Ĭ", + "æĸĩ æ¡Ī", + "ç»ı åķĨ", + "æĻ¨ æĬ¥", + "æ£ ĺ", + "æĢ»ä¹¦è®° åľ¨", + "åıĹ éĤĢ", + "äºĶ åĽĽ", + "å²Ń åįĹ", + "çĪ± åIJĥ", + "åŁĥ å°Ķ", + "å¿ĥ å¢ĥ", + "è¦ĨçĽĸ éĿ¢", + "å®ŀåľ¨æĺ¯ å¤ª", + "æł¹ åºķ", + "纷纷 表示", + "åĹ ħ", + "éļıçĿĢ æŶéĹ´", + "åİĨåı² æĤłä¹ħ", + "éħ ī", + "æĢ» éĺŁ", + "主é¢ĺ æ´»åĬ¨", + "éĹ® åį·", + "é©¿ ç«Ļ", + "æı¡ ä½ı", + "åı¯èĥ½ 导èĩ´", + "æ°ij éĸĵ", + "éĸĭ åķŁ", + "ä½Ĩ ä¸įéĻIJ", + "ä½Ĩä¸įéĻIJ äºİ", + "åįģ éĩĮ", + "å¨ ¥", + "æįŁ èĢĹ", + "çĸı 导", + "çݯ æ°§", + "ç¥ŀ éĢļ", + "çĪ± å°Ķ", + "çĪ±å°Ķ åħ°", + "æľ´ å®ŀ", + "å¿« æĬ¥", + "æĶ¶ åıĹ", + "æĪĸ 許", + "èĥĮ éĿ¢", + "æĸĩåĮĸ ä¼łåªĴ", + "ä¸ī åĢĭ", + "æĶ» åĬ¿", + "å®ī 举", + "å®ī举 å°¼", + "åĿĩ å·²", + "顾 èĻij", + "éĦ Ń", + "è¿Ļ家 åħ¬åı¸", + "åħ¬åijĬ 称", + "æıIJä¾Ľ ä¼ĺè´¨", + "稳æŃ¥ æİ¨è¿Ľ", + "å¤į è¯ķ", + "å°Ĩ é¢Ĩ", + "è°Ī èµ·", + "å¨ Ħ", + "è¿ŀ 线", + "æ©Ł éĹľ", + "åºĶçĶ¨ åľºæĻ¯", + "çĶ» åĥı", + "è´¢ è¿IJ", + "ä¿Ŀ éļª", + "çĹħ çIJĨ", + "æ¯Ľ 主å¸Ń", + "ä¸Ŀ 毫ä¸į", + "çĪ± å¥ĩ", + "çĪ±å¥ĩ èīº", + "ä¸ĵ家 ç»Ħ", + "åij¼ åĶ¤", + "éĭ ¼", + "çģ ¸", + "é¢ĨåħĪ åľ°ä½į", + "æıIJ æĭĶ", + "龸 éģĵ", + "å±± åĿ¡", + "èĿ İ", + "沸 èħ¾", + "该 项", + "ä»Ĭ çĶŁ", + "ä¸Ģç¯ĩ æĸĩç«ł", + "æĸ¹å¼ı è¿Ľè¡Į", + "é»ij 客", + "æĶ¹ åĬ¨", + "主 é¡Į", + "æķ£ å¸ĥ", + "ä»Ģä¹Ī åľ°æĸ¹", + "åĮĸ åIJĪ", + "åĮĸåIJĪ çī©", + "éĿĻ çĶµ", + "æĢ» æĶ¶åħ¥", + "å§Ķ ç»Ħç»ĩ", + "å§Ķç»Ħç»ĩ éĥ¨", + "éĿĻ æĢģ", + "èĢģ åŃĹåı·", + "室 åıĭ", + "éĥ½ä¸į æķ¢", + "æŀ¶ åŃIJ", + "çģµ æķı", + "审 è§Ĩ", + "æĤ£ åĦ¿", + "å±± 寨", + "èĸª èµĦ", + "é©° æı´", + "éĥ¨åĪĨ åĨħ容", + "好 ä¼¼", + "æĪIJåijĺ åĽ½", + "åľ¨æĪij çľĭæĿ¥", + "åħ³æ³¨ 度", + "éĻĪ æŁIJ", + "è¿Ļç§į äºĭæĥħ", + "éĢī å®ļ", + "ç²¾ åŃIJ", + "å£ģ çĶ»", + "æ±Ł æ·®", + "é«ĺ æĺĤ", + "æł¼ åĬĽ", + "è¼ ©", + "åѦ åłĤ", + "æĤ¨ åIJĮæĦı", + "ä¸ĢåĪĩ éĥ½æĺ¯", + "æ½ ¤", + "éĸ ĥ", + "å¸ĮæľĽ èĩªå·±", + "ä¿ ĺ", + "æ±Ł åİ¿", + "æ³ ¾", + "ç§ij æķĻ", + "æīĵ è¿Ľ", + "ä¸į æħİ", + "å¯Ĵ åĨ¬", + "æ¸Ķ æ°ij", + "鼷 æĸ¯", + "主 å®°", + "æĹħ游 度åģĩ", + "çĶµåŃIJ éĤ®ä»¶", + "æ±Ĥ å©ļ", + "éļİ æ®µ", + "åģ¥èº« æĪ¿", + "注æĺİ åĩºå¤Ħ", + "äºĭæķħ åıijçĶŁ", + "级 以ä¸Ĭ", + "åŃĺ æ´»", + "æĸ½ èĤ¥", + "èľľ èľĤ", + "åµ ©", + "æĮĸæİĺ æľº", + "æĬĹ æĭĴ", + "ä¼ł 导", + "æĺ¯ä»Ģä¹Ī åij¢", + "ä¸Ĭå¹´ åIJĮæľŁ", + "建 åħļ", + "çĶŁ æħĭ", + "ä¿Ŀ ä½ı", + "款 车åŀĭ", + "人 èĦī", + "éļIJ èĶ½", + "失 æķĪ", + "éģ¿ åŃķ", + "ç®Ģ 便", + "谢谢 ä½ł", + "å®Ī ä½ı", + "æĶ¾ æĺł", + "è¨Ī çķ«", + "çݰ代 çī©æµģ", + "é¤IJ 廳", + "æķħ å±ħ", + "大 大å°ı", + "大大å°ı å°ı", + "çī¹åĪ« 声æĺİ", + "éģį åıĬ", + "å¿ĥçIJĨ åĴ¨è¯¢", + "è³ ´", + "çĮ® è¡Ģ", + "å·²ç»ı è¾¾åĪ°", + "æīĵ æĭĽåij¼", + "åıĮ è¾¹", + "ä¸Ģæĸ¹éĿ¢ æĺ¯", + "å´ĩ å°ļ", + "éĺ¿ å¯Į", + "éĺ¿å¯Į æ±Ĺ", + "æĮģ æľī人", + "è± ģ", + "é£İ çŃĿ", + "åĬ¨ èį¡", + "äºĨä¸Ģ ä¼ļ", + "äºĨä¸Ģä¼ļ åĦ¿", + "ä¸ĩ 象", + "çľĭ çĶµè§Ĩ", + "åįģä¸ī æĿ¡", + "çĮĽ çĥĪ", + "è¦ģ ä¸įçĦ¶", + "太æŀģ æĭ³", + "å¼ķ çĪĨ", + "ç»ıè¿ĩ å¤ļå¹´", + "游æĪı éĩĮçļĦ", + "é¾Ļ æ³ī", + "æłĩ éħį", + "è®ĵ ä»ĸåĢij", + "éĢł æŀĹ", + "åĮºåŁŁ æĢ§", + "亿 ä¸ĩ", + "æĪĺçķ¥ å¸ĥå±Ģ", + "éķĩ æĶ¿åºľ", + "åĶ® 票", + "çĶŁäº§ å·¥èīº", + "éķĩ åħļå§Ķ", + "ä¸Ńå°ı åŀĭ", + "æľ¨ èĢ³", + "æ²³ è¾¹", + "èĦ¾ èĥĥ", + "欢è¿İ æĤ¨", + "åıĺ å¼Ĥ", + "缤 纷", + "åŀĥåľ¾ 桶", + "辩 è¯ģ", + "车 åºĵ", + "æ¯Ķ çİĩ", + "åħ´ æĹº", + "详ç»Ĩ äºĨ解", + "å®ī å±ħ", + "çħ§ æĸĻ", + "æĸ¹ æīį", + "èµ ¦", + "åĨ ķ", + "å¥Ķ èµ´", + "å®Ŀ 鸡", + "åľº åĿĩ", + "缮åīį æŃ£åľ¨", + "åIJŀ åĻ¬", + "è¿° èģĮ", + "æĩ µ", + "å¥ĩ çijŀ", + "ä»į å°Ĩ", + "èĪī 辦", + "å·¥åķĨ å±Ģ", + "å¡ij èĥ¶", + "åĬŀ å®ŀäºĭ", + "æĸ¹ æĸ¹éĿ¢", + "æĸ¹æĸ¹éĿ¢ éĿ¢", + "æĸĩåĮĸ èĬĤ", + "åħ¥ èģĮ", + "é¸ ¥", + "ç©¿ éĢı", + "以 ä¹łè¿ijå¹³", + "åį± éļª", + "æľ¦ èĥ§", + "åİĨåı² æĢ§", + "æķŀ å¼Ģ", + "ä¼Ļä¼´ åħ³ç³»", + "çŁ¿ åĮº", + "åĽ½éĻħ åľ¨çº¿", + "ä¼łå¥ĩ éĩĮéĿ¢", + "è¿ij äºĽ", + "è¿ijäºĽ å¹´", + "åĬ£ åĬ¿", + "æĶ»åĩ» åĬĽ", + "æĻº éĢł", + "ç¦ §", + "çİĭ åħĪçĶŁ", + "éĨ« çĶŁ", + "åĽĽ 项", + "å®ŀ æĻ¯", + "åĪĿ åĪĽ", + "å¿ĥ 裡", + "æĻ¶ ä½ĵ", + "交 éĻħ", + "让 æ¶Īè´¹èĢħ", + "课 æĸĩ", + "æİĴ æ°Ķ", + "并ä¸į æĦıåij³", + "缸 声", + "第ä¸Ģ å±Ĭ", + "åİŁ èijĹ", + "éĽ ľ", + "没æľī 太大", + "è¡¥ æ°´", + "çī©æµģ ä¼ģä¸ļ", + "第äºĮ æī¹", + "åħ¶å®ĥ éĹ®é¢ĺ", + "æİĮ éŨ", + "责任 å¿ĥ", + "é¤IJ åħ·", + "ç¾Ĭ æ¯Ľ", + "没æľī å¿ħè¦ģ", + "ä¹IJ åĽ¢", + "è¿Ľ åŁİ", + "ä¸ĢçĤ¹ åĦ¿", + "身 å½¢", + "çļ®èĤ¤ çĹħ", + "æĺ ±", + "å¢ŀ èĩ³", + "èģ² æĺİ", + "æıIJ è´¨", + "ä½ĵèĤ² åľº", + "çŃ¹ 建", + "é¬ Ĩ", + "车 çīĮ", + "éļĶ éŁ³", + "è´Łè´£ åIJĮå¿Ĺ", + "丰 ç¡ķ", + "ä½Ľ éĻĢ", + "äºī åIJµ", + "åº ¶", + "æ·¡ æ°´", + "å°ı çĶ·åŃ©", + "ç§ģ èĩª", + "åĮĸ è¿Ľç¨ĭ", + "æĪĺ士 æĿ¥è¯´", + "æ²¹ èħ»", + "èĦ±è´« èĩ´å¯Į", + "æĹ¥å¸¸ å·¥ä½ľ", + "交 èŀį", + "åĨľ è´¸", + "åĨľè´¸ å¸Ĥåľº", + "åĵĪ çĻ»", + "çĶµ è´¹", + "èµ ĺ", + "åıĮ èħ¿", + "æĵĶ å¿ĥ", + "æĿ¥ 形容", + "使åij½ æĦŁ", + "éĤ£ä¹Ī ç®Ģåįķ", + "èĬĻ èĵī", + "åĢŁæ¬¾ 人", + "ç§Ģ 丽", + "è®ĵ ä»ĸ", + "严åİī æīĵåĩ»", + "è³ ŀ", + "æļ «", + "çħ¤ æ°Ķ", + "çĪ¬ ä¸Ĭ", + "æ½ĩ æ´Ĵ", + "太 ä¹ħ", + "åij½ åIJį为", + "è·¯ çĶ±", + "è·¯çĶ± åĻ¨", + "é© ¯", + "æıIJ æĹ©", + "æĬĹåĩ» çĸ«æĥħ", + "åĩ Ľ", + "交 åıĭ", + "éĶĢåĶ® æ¸łéģĵ", + "毫ä¸į çĬ¹è±«", + "èIJ¥ åľ°", + "çłĶ究 表æĺİ", + "é±¼ ç±»", + "æį¢ å±Ĭ", + "æİ¡ åıĸ", + "çī Ĩ", + "缼 å¼Ģ", + "沧 æ¡ij", + "åºŃ 审", + "ç»ı æŁ¥", + "åĬł å¼·", + "缸æ¯Ķ äºİ", + "ä¸ĵ çıŃ", + "ä½ĵ åŀĭ", + "被 害", + "被害 人", + "æĶ¶ 款", + "åħ·æľī èī¯å¥½", + "é«ĺå³° æľŁ", + "åģı ä½İ", + "åĦ Ł", + "åĨľä¸ļ ç§ijæĬĢ", + "çī¹æ®Ĭ æĥħåĨµ", + "å¦Ĥæŀľ çݩ家", + "éķ¿ 约", + "第åħŃ å±Ĭ", + "åħ¬å¼Ģ æĭĽèģĺ", + "åĪĩ æĸŃ", + "è¿« 使", + "çĸĹ ç¨ĭ", + "第äºĮ ç§į", + "ä¸į åħį", + "å¹² èѦ", + "çŁ³ 榴", + "åĹ £", + "两 ç±»", + "çĪµ 士", + "åŁİ乡 å±ħæ°ij", + "æѤ 项", + "缴 è¾ĸ", + "缴è¾ĸ å¸Ĥ", + "åij¼ åºĶ", + "éĴ ¯", + "ç¦ı å¾·", + "æľº 身", + "æĵį åľº", + "æ¿Ĵ 临", + "人群 ä¸Ń", + "èĤ¡ æ°ij", + "åŃ ½", + "æ³ķ åħ°", + "é¨ İ", + "糯 ç±³", + "æĢ» çļĦ", + "æĢ»çļĦ æĿ¥è¯´", + "åħ¸ éĽħ", + "æĸ° éĻĪ", + "æĸ°éĻĪ 代谢", + "缮 çĿ¹", + "é¢Ħ è¨Ģ", + "è·Į çł´", + "æĸ° ç¯ĩç«ł", + "æ¯Ĵ æĢ§", + "åĸĿ èĮ¶", + "æŁ¥ èİ·", + "亮 丽", + "çĶŁäº§ åķĨ", + "æĶ¹ æĪIJ", + "为äºĨ æĽ´å¥½", + "æ·± 交", + "深交 æīĢ", + "æİ ĥ", + "ä¹Ļ èĤĿ", + "泸 å·ŀ", + "åħĪè¿Ľ æĬĢæľ¯", + "è¾ĵ ç»Ļ", + "æķ£ æĪ·", + "æĢĿç»´ æĸ¹å¼ı", + "åºĹ 主", + "è°ĭ æ±Ĥ", + "游æĪı æĬĢå·§", + "ä¸Ģå¹´ 级", + "çľ¼ è§Ĵ", + "ä¸Ńä»ĭ æľºæŀĦ", + "å·§ åIJĪ", + "éĺ² çĽĹ", + "导 è´Ń", + "æĪ Ĭ", + "æĽ´ éĢĤåIJĪ", + "åŁºæľ¬ ä¿¡æģ¯", + "马 ä¸ģ", + "åħ»æ®ĸ åľº", + "åıį è¿ĩæĿ¥", + "æݨ å´ĩ", + "å¯ĨåĪĩ åħ³æ³¨", + "åŁºéĩij ç»ıçIJĨ", + "æĮī éĶ®", + "åĨħéĥ¨ æݧåĪ¶", + "æĪIJåijĺ åįķä½į", + "æľ¯ è¯Ń", + "åĪ¶ æľį", + "åĪļ éľĢ", + "æ£Ģ ç´¢", + "大大 æıIJé«ĺ", + "åģ¥åº· 管çIJĨ", + "èĩª æѤ", + "客æĪ· éľĢæ±Ĥ", + "丰 èĥ¸", + "èµ· éĩį", + "èµ·éĩį æľº", + "æ¬ł 缺", + "æ¡Ī åŃIJ", + "æĥħ人 èĬĤ", + "åħļ æł¡", + "è¢ ľ", + "该 åī§", + "迷失 ä¼łå¥ĩ", + "ç»ļ 丽", + "åķ ª", + "æĹł ç§ģ", + "éĢ² ä¸ĢæŃ¥", + "第ä¸Ģ ç«ł", + "åĻ¨ åħ·", + "åĨľ èµĦ", + "確 實", + "åºı åĪĹ", + "娱ä¹IJ å¹³åı°", + "èŀįèµĦ 秣èµģ", + "èµĦæºIJ åħ±äº«", + "èģ½ åĪ°", + "æIJŀ å¾Ĺ", + "继ç»Ń ä¿ĿæĮģ", + "åIJ¯ èĴĻ", + "çľ º", + "ä¸Ŀ è·¯", + "设æĸ½ 建设", + "æİ¥ åľ°", + "æİ¥åľ° æ°Ķ", + "第ä¸ī åŃ£åº¦", + "åŁº è°ĥ", + "åıij éŁ³", + "社ä¼ļ èµĦæľ¬", + "éĽĩ 主", + "è¿ŀ èĥľ", + "没 åķ¥", + "å» ¢", + "赶 èµ´", + "æ¼Ķ åĮĸ", + "åı¤ æĢª", + "çİĭ çĪ·", + "é¢Ħ åħĪ", + "å¼Ģ åħ·", + "åĽŀ é¦ĸ", + "åľ°ä¸ĭ æ°´", + "å°ıç¼ĸ ä¸Ģèµ·", + "èµİ åĽŀ", + "åľ° è²Į", + "åĪĿ ä¸ī", + "åı¯ çĶ¨äºİ", + "éģĹ è¿¹", + "è¿Ļ æī¹", + "èĸª æ°´", + "å¿ħçĦ¶ ä¼ļ", + "æ² ½", + "éį ĭ", + "第ä¸Ģ éĥ¨", + "åĪĬ çī©", + "å®ŀ ä¾ĭ", + "æ¸ħ åĩĢ", + "ä¸Ĭ èµĽåŃ£", + "åĽ¾ 表", + "éĤ® è½®", + "åĵª 裡", + "缸 è§ģ", + "æī° ä¹±", + "æ¯ı æ¯ı", + "è¿Ļ è¾ĪåŃIJ", + "ç¡« éħ¸", + "äºī 缸", + "溯 æºIJ", + "åĩº ä¼Ĺ", + "çİī çŁ³", + "åħ± çĶŁ", + "æŶéĹ´ 段", + "éĩįè¦ģ æĮĩ示", + "æ¶Īè´¹ éľĢæ±Ĥ", + "éķ¿ éķ¿", + "éķ¿éķ¿ çļĦ", + "å®ī æĬļ", + "å¢ŀ é«ĺ", + "æľ¬ è½®", + "亲 çľ¼", + "é£İ æ³¢", + "èĢģ å¦Ī", + "æĶ¶è´¹ æłĩåĩĨ", + "åĨħ éĻĨ", + "æĮ¥ åıij", + "åįĩ åѦ", + "èĥ¸ åīį", + "åģı è¿ľ", + "纯 æ´ģ", + "æĸ½å·¥ åįķä½į", + "身 ä»·", + "è´¢ åĬĽ", + "çº ¶", + "è£ħ çĶ²", + "æĺ¾ç¤º åĻ¨", + "毫 åįĩ", + "æ·± çŁ¥", + "èĢ¶ ç©", + "èĢ¶ç© Į", + "è¾ĥ éĩı", + "åľ¨ è¿ĩ渡", + "åľ¨è¿ĩ渡 æľŁ", + "èĮ Ĺ", + "ä¸Ģ个 æĺŁæľŁ", + "èĬ ·", + "è´¿ èµĤ", + "æ¿ ķ", + "æĩĤ äºĭ", + "ç§ §", + "åħħ å½ĵ", + "åĽ½ ç«ĭ", + "èĬ± çĵ£", + "éĤĦ è¦ģ", + "åħ¬ åľĴ", + "触 åĬ¨", + "æ³° å·ŀ", + "ä»Ģä¹Ī æł·", + "æ»ĭ åħ»", + "è¯Ħ åĪ¤", + "æĮ¥ æīĭ", + "èĦ Ī", + "姥 姥", + "è¿IJ è´¹", + "æ¯ħ åĬĽ", + "å¿ĥ æĻº", + "ä¸į æİĴéĻ¤", + "第ä¸ī 代", + "éĢĢ è´§", + "æĺŁ éĻħ", + "æ°¸ åĪ©", + "æĬ¤ åį«", + "çıŃ è½¦", + "è¨Ģ è¡Į", + "ç¹ ª", + "主åĬ¨ æĢ§", + "å·¥ç¨ĭ è´¨éĩı", + "éĥĬ åĮº", + "ä¸Ģ æłĭ", + "ä½Ĩ å®ŀéĻħä¸Ĭ", + "ä¸ī大 èģĮä¸ļ", + "åij¼ åı«", + "女 åħĴ", + "è¯ģåĪ¸ æĬķèµĦ", + "èĢĥ æħ®", + "çĤ« èĢĢ", + "æ²» 好", + "åĺ ¶", + "èĥ ¤", + "åħīä¼ı åıijçĶµ", + "åĩł æŃ¥", + "æīĢ æīĢ", + "æīĢæīĢ éķ¿", + "çħ§ æł·", + "åĵ¥ 们", + "è¯ Ľ", + "è¿Ļä¸Ģ åĪ»", + "çŁ¿ çī©è´¨", + "ä¸įå¾Ĺ å·²", + "åIJĮ 缣", + "ç»Ĩ å¾®", + "è·¯ èĻİ", + "çĻ¾ èĬ±", + "æ·· æ²Į", + "ä¸Ĭæµ· è¯ģåĪ¸", + "éĢĢ ç¨İ", + "èµŀ åı¹", + "æī®æ¼Ķ 游æĪı", + "åIJį åĪĹ", + "åIJįåĪĹ åīį", + "åIJįåĪĹåīį èĮħ", + "ç±³ å°Ķ", + "ä»Ģä¹Ī åİŁåĽł", + "å®īåħ¨ ä¿Ŀéļľ", + "ä¸Ģåıª æīĭ", + "ä¹³ ä¸ļ", + "ä¸į çĶĺ", + "æĥħ åķĨ", + "æĮ¡ ä½ı", + "åİŁåĽł ä¹ĭä¸Ģ", + "è¿Ļ 两天", + "çĥĺ çĦĻ", + "è± ¬", + "ä½ł 以为", + "没 è§ģè¿ĩ", + "åĵªå®¶ 好", + "åīį ä»»", + "è¿Ľ è´§", + "éĢĢ åĽŀ", + "串 èģĶ", + "èĩ³ æĸ¼", + "åĨ° æ·ĩ", + "åĨ°æ·ĩ æ·ĭ", + "æŁ¥çľĭ 详æĥħ", + "çı¾ 實", + "æݨ æµĭ", + "æİ¥ æīĭ", + "éļ¶ å±ŀäºİ", + "åŁİå¸Ĥ 群", + "æĿİ åħĪçĶŁ", + "çŁ¿ æ³īæ°´", + "çī¹ ä»·", + "æĽ´å¤ļ 精彩", + "ç¨ĭ å¼ı", + "读 æĩĤ", + "å±ı èĶ½", + "奥 æŀĹ", + "奥æŀĹ åĮ¹", + "奥æŀĹåĮ¹ åħĭ", + "红 èĸ¯", + "å¥ ®", + "å®Ŀ çİī", + "網 絡", + "è² §", + "欧 å¼ı", + "çĻ½ ç³ĸ", + "èĩªçĦ¶ çģ¾å®³", + "åijĬè¯ī 她", + "å» ļ", + "çĤ¹åĩ» æŁ¥çľĭ", + "é£İ 湿", + "èµĦ产 éĩįç»Ħ", + "ä¹Łä¸į ä¾ĭå¤ĸ", + "åįĬ 个å°ıæŶ", + "åIJ¸å¼ķ æĽ´å¤ļ", + "æŶéĹ´ èĬĤçĤ¹", + "æĶ¶ 纳", + "åIJ¸ æ¯Ĵ", + "èĢģ 乡", + "çIJ ħ", + "æľĢ çµĤ", + "åıį æĦŁ", + "çĶ¨ 微信", + "çĶ¨å¾®ä¿¡ æī«", + "éĢŁ çİĩ", + "大 çĨĬçĮ«", + "åı¯ æĥ³", + "åı¯æĥ³ èĢĮ", + "åı¯æĥ³èĢĮ çŁ¥", + "åĴ §", + "èµ° åħ¥", + "碳 éħ¸", + "èĮĥ åĨ°", + "èĮĥåĨ° åĨ°", + "被 åĪ¤", + "积æŀģ æݨåĬ¨", + "足 足", + "ç²Ĵ åŃIJ", + "大 å®Ĺ", + "大å®Ĺ åķĨåĵģ", + "ç½ij绾 ç§ijæĬĢ", + "æĽ¼ åŁİ", + "å·² ä¹ħ", + "å·²ä¹ħ çļĦ", + "秦 çļĩ", + "秦çļĩ å²Ľ", + "ä»» æķĻ", + "åĶ¯ ç¾İ", + "æ·¡ åĮĸ", + "æ¡Ĥ èĬ±", + "çŁ¥è¯Ĩ åĪĨåŃIJ", + "æĩĴ å¾Ĺ", + "主 åħ¬", + "设计 çIJĨ念", + "è³ º", + "æīĢ æıIJä¾Ľ", + "æīĢæıIJä¾Ľ ä¹ĭ", + "æĶ» åħĭ", + "åĤ ¾", + "è¯Ń æ³ķ", + "åįĥ åı¤", + "éĸĭ æĶ¾", + "第ä¸Ģ èĬĤ", + "éĤĦ æ²Ĵ", + "éĢĥ çĶŁ", + "æ³ Ĺ", + "åİ¿ å§Ķ书记", + "ä½ľèĢħ æīĢæľī", + "çħ ½", + "ç» ħ", + "æł ħ", + "æľ´ ç´ł", + "çijķ çĸµ", + "åĮħ åĮħ", + "æ°ij主 åħļ", + "ä¸į è¿ľå¤Ħ", + "å¥ĩ å¼Ĥ", + "åĺ» åĺ»", + "æī ¼", + "ç¿» å¼Ģ", + "æĢİ èĥ½", + "éģ´ éĢī", + "解 éĩĭ", + "å¹¼ ç¨ļ", + "è¦ģ 好好", + "趴 åľ¨", + "ç´¢ åıĸ", + "ç»Ī çĶŁ", + "åħ¨ æµģç¨ĭ", + "éģ© çķ¶", + "åįıè°ĥ åıijå±ķ", + "æĬ¥ ä»ĩ", + "ç§ijæĬĢ åĽŃ", + "ä»Ģä¹Ī éĥ½ä¸į", + "æľĢåIJİ ä¸Ģ次", + "ç»Ļ人 ä¸Ģç§į", + "æł¸ å®ļ", + "被 åĪĹåħ¥", + "æĦı æĥ³ä¸įåĪ°", + "èĢĥ æŁ¥", + "åľ¨æѤ ä¹ĭåīį", + "æīĵ çIJĥ", + "è¶ĬæĿ¥è¶Ĭ å°ij", + "å®ļ å¾ĭ", + "è¡ĮæĶ¿ æľºåħ³", + "ä½ıæĪ¿ åħ¬ç§¯", + "å°ıå§IJ å§IJ", + "ä¸ī èı±", + "ä¿® è¡¥", + "èŀĥ èŁ¹", + "西 çĶ²", + "æĢ ł", + "çŃī å¤ļ项", + "产ä¸ļ éĽĨèģļ", + "ä»·æł¼ ä¸Ĭ涨", + "åħ¬åħ± åľºæīĢ", + "è¢ĭ åŃIJ", + "æĨ§ æĨ¬", + "çļĦæĸ¹å¼ı æĿ¥", + "åĪ° è´¦", + "çģ ½", + "å·´ èı²", + "å·´èı² çī¹", + "æ¼Ķ ä¹ł", + "èŃ¦ç¤º æķĻèĤ²", + "çķı æĥ§", + "å¼ķ æµģ", + "æĶ¶ æĶ¯", + "å±Ĥ åĩº", + "å±Ĥåĩº ä¸į", + "å±Ĥåĩºä¸į ç©·", + "æijĩ æ»ļ", + "辦 çIJĨ", + "纵 è§Ĥ", + "æķij æµİ", + "家 éĥ½çŁ¥éģĵ", + "åĮ ¯", + "å°ı 鸣", + "ä»» åĭĻ", + "计 åħ¥", + "ç«ŀ éĢī", + "å¼ĢèįĴ æĹ¶æľŁ", + "åij¨ æģ©", + "åij¨æģ© æĿ¥", + "交 ç»ĩ", + "çķ¢ æ¥Ń", + "æł¹æį® èĩªå·±", + "æĸ°äºº çݩ家", + "åѵåĮĸ åĻ¨", + "éĩĩ æļĸ", + "å¹³åĿĩ æ°´å¹³", + "åħ¬å¼Ģ 课", + "失 åĪ©", + "伺 æľį", + "çĬ ģ", + "忽 æĤł", + "主è¦ģ éĽĨä¸Ń", + "æ¤į æłij", + "æ¯Ĺ éĤ»", + "èĩº çģ£", + "åĩºåĽ½ çķĻåѦ", + "æĬĹ éľĩ", + "æĥ© æĪĴ", + "å¹´åºķ åīį", + "åĴ¸ éĺ³", + "æ°ij å±ħ", + "大çIJĨ çŁ³", + "éĿ ³", + "éķ ĸ", + "æ¸ħ è¿ľ", + "è£ħ è½½", + "èĩ Ģ", + "å½± ä¸ļ", + "å¼Ł åħĦ", + "æĤ² è§Ĥ", + "çĿĢçľ¼ äºİ", + "æįį åį«", + "åī¥ 夺", + "ç¯ Ĩ", + "å¾Ī éķ¿æŶéĹ´", + "è¥ Ł", + "第ä¸Ģ çĻ¾", + "ä¸ĢåĪĨ éĴ±", + "æĸ°éĹ» è®°èĢħ", + "éķ· æľŁ", + "æ³ķ æĪĺç»ĦåIJĪ", + "è°ģ çŁ¥éģĵ", + "èħ° éĥ¨", + "æ±ī åł¡", + "åħ¥ çĿ¡", + "åįĸ æİī", + "æ¶Īè²» èĢħ", + "æĥ¯ ä¾ĭ", + "æĥ³ äºĨ", + "æĥ³äºĨ æĥ³", + "èĢģæŧ å°ıåĮº", + "ä¼ł è¨Ģ", + "åĪĨæķ° 线", + "æµģ 泪", + "ç»Ħç»ĩ é¢Ĩ导", + "äºļ åĨĽ", + "å¢ŀåĢ¼ æľįåĬ¡", + "å¾ ¹", + "ä¼ ¶", + "äºĽ 许", + "å¸ĥ èݱ", + "强 æĤį", + "宫 å»·", + "绿 èĮ¶", + "åĮ ¡", + "å¾Ī æŃ£å¸¸", + "æĺ¥ å¤ı", + "æ¯ Ļ", + "è¯Ħ æ¯Ķ", + "åĩ¡ äºĭ", + "æĬī æĭ©", + "åĢĴ éľī", + "éĩį 度", + "åįıä¼ļ ä¼ļéķ¿", + "忧 èĻij", + "ä¸ĭ ä¸Ģç¯ĩ", + "沪 æ·±", + "æĪ İ", + "æīĵ ä»Ĺ", + "åįĪ é¥Ń", + "å¹´é¾Ħ 段", + "ä¸ŃåĽ½ 足çIJĥ", + "设计 æĸ¹æ¡Ī", + "åºĶçĶ¨ æŁ¥çľĭ", + "é¢Ħ æĸĻ", + "åĹ ¡", + "ç¥ĸ çĪ¶", + "çļĦä¸Ģ åijĺ", + "æ´Ĺ å¹²åĩĢ", + "åİĨåı² æĸ°", + "åİĨåı²æĸ° é«ĺ", + "çĭ¬ åħ·", + "æħĭ 度", + "æīĵ 交", + "æīĵ交 éģĵ", + "é»Ħ çŁ³", + "çĽ¼ æľĽ", + "çī§ åľº", + "转 弯", + "åįĩ åįİ", + "åĨį ä¹Łæ²¡æľī", + "èĭ± æīį", + "æĽ´ åIJį为", + "åĢŁ çĶ¨", + "çºł éĶĻ", + "ç»Ŀ对 ä¸įä¼ļ", + "çİĭ çīĮ", + "çĽĨ åľ°", + "失 è°ĥ", + "好 象", + "é³ ¥", + "ä¿Ŀ ä¿®", + "åĽĽä¸ª èĩªä¿¡", + "头 çļ®", + "åİŁ åīĩ", + "æĬ¥ æ¡Ī", + "奴 éļ¶", + "å³ Ļ", + "è°ĥ æĸĻ", + "ä¹Ł 許", + "èIJ½ åĪ°", + "èIJ½åĪ° å®ŀ", + "èIJ½åĪ°å®ŀ å¤Ħ", + "çĦļ çĥ§", + "çĶŁæ´» çݯå¢ĥ", + "åºĶ åıĬæŶ", + "è¶Ĭ è¿ĩ", + "æĦŁ è¬Ŀ", + "æĻ¯ å¾·", + "æĻ¯å¾· éķĩ", + "çĬ Ģ", + "身 éĤĬ", + "ç¨İåĬ¡ æĢ»å±Ģ", + "åĩĢ åľŁ", + "ä¾µ åįł", + "åĬ¨ å·¥", + "å¹´ ä¹ĭ", + "å¹´ä¹ĭ ä¹ħ", + "第äºĮ èĬĤ", + "åĬ¨çī© åĽŃ", + "第ä¸Ģ 书记", + "éħ ļ", + "çĶŁäº§ 设å¤ĩ", + "æŁIJç§į ç¨ĭ度", + "åľ Ń", + "åĩŃåĢŁ çĿĢ", + "éĺħ è§Ī", + "çĻ½ æ²Ļ", + "æ²¹ çĥŁ", + "çªģçł´ åı£", + "åıĹ å½±åĵį", + "åı¯ä»¥ æĽ´å¥½", + "å³° åĢ¼", + "æĿĤ è´¨", + "宿 è¿ģ", + "çĽĺ æ´»", + "æ¿Ģ èµ·", + "åĦ¿ ç§ij", + "åĿIJ èIJ½åľ¨", + "æĮª å¨ģ", + "æµ· å²Ľ", + "绣 绣", + "éĻ ¨", + "ä¼ĺ äºİ", + "å°Ī 家", + "ä¸Ģ éĤĬ", + "èIJ Ĭ", + "äºĨä¸Ģ åı£", + "æ²ĥå°Ķ æ²ĥ", + "æŃ£å¸¸ 使çĶ¨", + "æĻ®éģį åŃĺåľ¨", + "丰 满", + "çĶ» åį·", + "åºĶ æĶ¶", + "åºĶæĶ¶ è´¦", + "åºĶæĶ¶è´¦ 款", + "å®Įæķ´ çĥŃ", + "å®Įæķ´çĥŃ æ¦ľ", + "注 è§Ĩ", + "çĨ Ħ", + "èº ¬", + "éĶĢåĶ® 人åijĺ", + "è¶ĭ åIJij", + "çĦ¦ æĢ¥", + "åįģå¹´ åīį", + "ä¼łç»Ł 产ä¸ļ", + "質 éĩı", + "åĩ¤åĩ° ç½ij", + "èµĦæºIJ æķ´åIJĪ", + "æ¶Į åħ¥", + "æĸĩåĮĸ ä¼łæĴŃ", + "çķĮ 第ä¸Ģ", + "æ°´ æ³µ", + "宫 殿", + "æİ¢ 寻", + "ä¿® åīª", + "æĦı è¦ĭ", + "ç´Ĭ ä¹±", + "æĽ ī", + "çĻ½ è¡£", + "èĻİ åį«", + "ç´§ æī£", + "å¤Ħå¤Ħ éķ¿", + "åĪĽå»º å·¥ä½ľ", + "红 æŀ£", + "饼 å¹²", + "äºĨ åįĬ天", + "ä¼ļå½±åĵį åĪ°", + "çĽ¸ä¿¡ 大家", + "èħ¾ é£ŀ", + "å°± å¦ĤåIJĮ", + "ä¸ĭéĿ¢ å°ıç¼ĸ", + "æ°ijèIJ¥ ç»ıæµİ", + "æĻ ¦", + "è£ħ æī®", + "é»ij å¤ľ", + "常 å¾·", + "å·¥ä¸ļ 大åѦ", + "æĺİ çŁ¥", + "éĺŁåijĺ 们", + "åIJ¬ 课", + "æ¯ı éļĶ", + "羣æĺ¯ å¤ª", + "åIJĪä½ľ åħ±èµ¢", + "çIJĨ åıij", + "æīį å¹²", + "çľĭ èµ·ä¾Ĩ", + "殿 ä¸ĭ", + "å®ī éĺ³", + "æīĢ 产çĶŁçļĦ", + "éĽĩ ä½£", + "æĬ¬èµ· 头", + "æį® æĬ¥éģĵ", + "éļĨéĩį 举è¡Į", + "交 éĶĻ", + "è¶ħ é¢Ŀ", + "åĮĸ çĸĹ", + "é¡ Ĩ", + "纵 æ·±", + "çĪ±åĽ½ 主ä¹ī", + "éĻ¢ åī¯éĻ¢éķ¿", + "è® ³", + "羣æŃ£ åģļåĪ°", + "åѤ åįķ", + "èĩªçĦ¶ èĢĮ", + "èĩªçĦ¶èĢĮ çĦ¶", + "ä¿® 身", + "èĬ ¹", + "æģ¯ æģ¯", + "æģ¯æģ¯ 缸åħ³", + "驾 æł¡", + "æİ© 饰", + "æ³½ è¿ŀ", + "æ³½è¿ŀ æĸ¯åŁº", + "举 æŃ¢", + "管çIJĨ ä½ĵåĪ¶", + "åħ¶ä¸Ń ä¹ĭä¸Ģ", + "æĿ¾ å¼Ľ", + "æĭ¦ æĪª", + "åį« åģ¥", + "åį«åģ¥ å§Ķ", + "ä»İ åݻ年", + "åĤ ¢", + "è´Ń 票", + "åĽ¾ æłĩ", + "æ²³ 西", + "æ°ijæĶ¿ å±Ģ", + "ç§ģ èIJ¥", + "å¤ĸåĽ½ è¯Ń", + "å¹² è´§", + "æĵ¦ æĭŃ", + "åľ° ä¸Ń", + "åľ°ä¸Ń æµ·", + "æµĵ æµĵ", + "æµĵæµĵ çļĦ", + "å§ĭ 建", + "å§ĭ建 äºİ", + "ç¶ĵ æŃ·", + "è·¯ æ¼Ķ", + "æļ´ é£İ", + "åŁº è¾ħ", + "æī¶è´« å·¥ä½ľ", + "ä¸Ģ缴 å¤Ħäºİ", + "æĥħ 趣", + "äºĮ åŃ£åº¦", + "åİĮ æģ¶", + "顺åĪ© å®ĮæĪIJ", + "æŁ¥ å°ģ", + "顶 端", + "ä¸į åŃķ", + "ä¸Ģ大 åłĨ", + "被 æ·ĺæ±°", + "æĺ¯ çĶ¨æĿ¥", + "æľĢ åIJĪéĢĤ", + "亮 çľ¼", + "并ä¸įæĺ¯ å¾Ī", + "ç§ijçłĶ éĻ¢", + "ç§ijçłĶéĻ¢ æīĢ", + "ç² Ł", + "é¢Ī éĥ¨", + "é»ĺé»ĺ åľ°", + "é«ĺä¸Ń çĶŁ", + "æĹıèĩªæ²» åİ¿", + "æķĻåѦ è´¨éĩı", + "æĪĺ çģ«", + "åĿİ åĿ·", + "æIJŃ ä¹ĺ", + "è¯Ĺ æĦı", + "åĪij èѦ", + "åĩº æ±Ĺ", + "åįģåħŃ æĿ¡", + "请 åıĬæŶ", + "åĨľä¸ļ 大åѦ", + "èIJ½ åı¶", + "æĢ» èĢĮè¨Ģ", + "æĢ»èĢĮè¨Ģ ä¹ĭ", + "æĿľ åħ°", + "æĿľåħ° çī¹", + "éĻª ä½ł", + "åħ¬ æĬ¥", + "çķĻè¨Ģ æĿ¿", + "éĺħ åİĨ", + "競 çĪŃ", + "ç»Ļ åĪ«äºº", + "æĹ¥æĬ¥ 社", + "åĿIJ èIJ½", + "åĿIJèIJ½ äºİ", + "éĩij åŃĹ", + "éĩijåŃĹ å¡Ķ", + "åĽ ¤", + "è¯Ŀ åī§", + "æĮģç»Ń æİ¨è¿Ľ", + "æ¼ı æ°´", + "詳 ç´°", + "æĢĢ æĬ±", + "åıĺ å¹»", + "饥 饿", + "éļIJ 身", + "个 èµĽåŃ£", + "åĵ¡ å·¥", + "æģ¢å¤į æŃ£å¸¸", + "äºĨ 好å¤ļ", + "æĺŁ å·´", + "æĺŁå·´ åħĭ", + "åħī çݯ", + "å¸ħ åĵ¥", + "çĻ½ éĽª", + "ç¨į ç¨į", + "计 æıIJ", + "æĦĽ æĥħ", + "éİ ĸ", + "ä¿¡ éĺ³", + "è§Ģ å¯Ł", + "å¦Ĥæŀľä½ł æĥ³", + "缸æ¯Ķ ä¹ĭä¸ĭ", + "解 å¼Ģ", + "æīĵåį° æľº", + "身 躯", + "ç²¾ç¥ŀ æĸĩæĺİ", + "èĤ¡ æĮĩ", + "å¾® åĪĽ", + "红 èĮ¶", + "èĩ´ çĻĮ", + "æģ© æĸ½", + "èħ¿ éĥ¨", + "大åŀĭ å¤ļ人", + "å®ī åĢį", + "è¾ħ导 åijĺ", + "èĪª éģĵ", + "å¸ĥ å°Ķ", + "åįĹå®ģ å¸Ĥ", + "ä¸ĬçıŃ æĹı", + "侧 ç»ĵæŀĦæĢ§", + "追 éļı", + "å½ĵåľ° æĶ¿åºľ", + "èµ° åĩºæĿ¥", + "éĩijèŀį ä¸ļ", + "丼 书", + "é¡¹çĽ® ç»ıçIJĨ", + "è¿ĩ æĪ·", + "骨 æŀ¶", + "è¡ Ļ", + "ä»Ģ 麽", + "èħ ĭ", + "è¦ģ 害", + "åľ¨ åºĬä¸Ĭ", + "代è¨Ģ 人", + "並 å°ĩ", + "åIJĦ个 æĸ¹éĿ¢", + "è°´ è´£", + "åħ± æĮ¯", + "åį³å°Ĩ åĪ°æĿ¥", + "èĤº çĻĮ", + "ä¾Ľ éĶĢ", + "丼 æŀĹ", + "èµ ĥ", + "åįģä½Ļ å¹´", + "åĭĺ æİ¢", + "飵 åij³", + "èĭ¦ ç¬ij", + "æľĢ大 ç¨ĭ度", + "éĩįçĤ¹ åħ³æ³¨", + "ä¹ĭ 举", + "满 æĢĢ", + "åıĹåĪ° å½±åĵį", + "æĭĽ æĬķæłĩ", + "è¡¥ é½IJ", + "西 红", + "西红 æŁ¿", + "é¬ §", + "è£ħ åį¸", + "éĤ» éĩĮ", + "èĤĩ äºĭ", + "æİĴ æ¯Ĵ", + "åѤ åĦ¿", + "鼶 è·Ŀ离", + "å®ŀ å¹²", + "çľĭ æŁ¥çľĭ", + "æĶ¶è´¹ ç«Ļ", + "ç» ·", + "åħ¬çĽĬ æĢ§", + "éĢĴ ç»Ļ", + "æĶ» æīĵ", + "æĺŁçº§ éħĴåºĹ", + "æĺİ åªļ", + "çį¨ ç«ĭ", + "è¯Ŀè¯Ń æĿĥ", + "ä¸ĢæŃ¥ ä¸ĢæŃ¥", + "书æ³ķ 家", + "æľªç»ı æİĪæĿĥ", + "çŁ³ èĨı", + "åĩŃ ä»Ģä¹Ī", + "çļĦ æĹ¥", + "çļĦæĹ¥ åŃIJéĩĮ", + "诱 人", + "çĻ¾åĪĨ çĻ¾", + "èĪĪ 趣", + "å¼ł åħĪçĶŁ", + "èĢģçĪ· åŃIJ", + "æ³¢ çī¹", + "åŁºéĩij 份é¢Ŀ", + "æ²Ļåıij ä¸Ĭ", + "å¥ĭæĸŠ缮æłĩ", + "æ°¢ èĥ½", + "æ²ĥå°Ķ çİĽ", + "義 åĭĻ", + "éŁ³ ç®±", + "æ²ī 浸", + "æ²ī浸 åľ¨", + "èĭ± åľĭ", + "çģ¯ çģ«", + "è¿Ľ 项", + "两 端", + "ä¹Ķ 丹", + "èĦ¸ é¢Ĭ", + "åıijå±ķ æ½ľåĬĽ", + "åĭķ ä½ľ", + "åĵĪ ä½Ľ", + "å®´ ä¼ļ", + "æ§ į", + "ç«ĭ å¿Ĺ", + "ç¡ķ士 åѦä½į", + "åĭĭ ç«ł", + "è¿Ļ åľºæ¯ĶèµĽ", + "æĮģ å¹³", + "éķĢ éĶĮ", + "èĭ± çī¹", + "èĭ±çī¹ å°Ķ", + "æķĻ èģĮå·¥", + "åĬŁ åĬĽ", + "该 æ¡Ī", + "ä¸Ģ æ¢Ŀ", + "åĺī å¹´", + "åĺīå¹´ åįİ", + "è¿« ä¸įåıĬ", + "è¿«ä¸įåıĬ å¾ħ", + "è¿Ļ个 æĹ¶ä»£", + "精彩 æĴŃæĬ¥", + "人 èĦ¸", + "人èĦ¸ è¯ĨåĪ«", + "æ£Ģå¯Ł å®ĺ", + "å°ı èħ¿", + "éĨĴ 缮", + "åħļ æĢ»", + "åħļæĢ» æĶ¯", + "æĪ Ł", + "èĮ« çĦ¶", + "è±Ĩ æµĨ", + "主 æ²»", + "éĿĴæµ· çľģ", + "åĪijäºĭ 责任", + "çł °", + "ä¹ĭ æ¬ĬåĪ©", + "äºĶ å®ĺ", + "è¿· æĥij", + "åħ¥ åºĵ", + "家 纺", + "å¼¹ ç°§", + "åįģäºĶ æĿ¡", + "ç»Ļ å®Ŀå®Ŀ", + "èĪªç©º èĪªå¤©", + "å¾Ģ å¤ĸ", + "å¼ķ åĬĽ", + "çľ¼ çļ®", + "æ¶ī 足", + "æĿ¥ 宾", + "åľ¨çº¿ è§Ĵèī²", + "çĥŃ éĶĢ", + "æµģ éĢĿ", + "泡 泡", + "éĻį å¹ħ", + "è´ŁéĿ¢ å½±åĵį", + "红 楼", + "红楼 梦", + "éļĶ çĿĢ", + "ä¾¥ 幸", + "许 ä¹ħ", + "åĴĮ çĿ¦", + "èŃ ½", + "使çĶ¨èĢħ æĪĸ", + "ä¹° åįķ", + "è¿ ´", + "é£İ æīĩ", + "æķĻ 師", + "æ¡ĮåŃIJ ä¸Ĭ", + "å¾Ī æ¼Ĥ亮", + "åł± å°İ", + "第ä¸Ģ åŃ£åº¦", + "ç©© å®ļ", + "æĤ² åĵĢ", + "çĿĢåĬĽ æīĵéĢł", + "æĮ Ł", + "è·¯ æ¡¥", + "åij IJ", + "åľ£è¯ŀ èĬĤ", + "çļĩ åŃIJ", + "ä»ĩ æģ¨", + "éħĿ éħ¿", + "ä¸į éĹ´", + "ä¸įéĹ´ æĸŃ", + "æĮĩ å°ĸ", + "ä¸ŃåĽ½ ç½ij游", + "åŀ £", + "æĦıè§ģ 建议", + "æ¯ħ çĦ¶", + "亮 度", + "èģĶ è°Ĭ", + "å½ķ åħ¥", + "åĦ ²", + "å¨ĺ 家", + "ç§ij å°Ķ", + "ä¹Łæ²¡ ä»Ģä¹Ī", + "æł¹æį® ä¸įåIJĮ", + "åı¶ ä¿®", + "åĢ¼ å®Ī", + "æľ« 端", + "åĪ ¨", + "åĤµ åĭĻ", + "èģ¯ åIJĪ", + "å¥ĩ å¹»", + "èĻļ æŀĦ", + "é»Ħ æĺı", + "å¹³ åĿ¦", + "æµģ æ°ĵ", + "æĸ° åŁºå»º", + "æĮ½ æķij", + "åįİ å°Ķ", + "åįİå°Ķ è¡Ĺ", + "æľĢ åıĹ欢è¿İ", + "ç»Ń 约", + "å¼Ĭ 端", + "éŃĶ æ³ķå¸Ī", + "éŃĶæ³ķå¸Ī åĴĮ", + "åħ·ä½ĵ åĨħ容", + "çIJī çĴĥ", + "æī© 容", + "èĮ¶ åĽŃ", + "主ä¹ī èĢħ", + "ç«ĭ éĿ¢", + "æİ¥åıĹ éĩĩ访", + "åĩº åħ¥å¢ĥ", + "ç§ij åįı", + "éĴ ³", + "çµIJ æ§ĭ", + "ç»ĵæŀľ æĺ¾ç¤º", + "åı° è´¦", + "å°± æĿ¥çľĭçľĭ", + "èĩª æķij", + "åıį æĩī", + "åİ» åĵªåĦ¿", + "è¿Ļ é¦ĸ", + "è¿Ļé¦ĸ æŃĮ", + "åIJ¬ ä¼Ĺ", + "å¤ĸ 壳", + "ä½ĵèĤ² é¦Ĩ", + "實 æĸ½", + "èŀº ä¸Ŀ", + "æĭī åįĩ", + "çĮĽ åľ°", + "åħ¨åĽ½ 人æ°ij", + "æĤī å°¼", + "æĹı 群", + "åĽ¢ åijĺ", + "两个 å°ıæŶ", + "åľ¨ çݩ家", + "åľ¨çݩ家 ä¸Ń", + "çĶľ çĶľ", + "æĬķ è¡Į", + "åįĶ æľĥ", + "éĻ ¡", + "åĬłå·¥ åİĤ", + "æ¦Ĩ æŀĹ", + "æŃ» è§Ĵ", + "åĨħ å¹ķ", + "æīĢæľī æĥħèĬĤ", + "åĪ· åį¡", + "æ°´ èĤ¿", + "èĥĥ åı£", + "å«Į å¼ĥ", + "æ²® 丧", + "ä¸īå¹´ 级", + "æ¶Ĥ å±Ĥ", + "å¿ĥ 仪", + "å¿ĥ仪 çļĦ", + "å¤ Ń", + "é¦ĸ è½®", + "æĹłè®ºæĺ¯ åħ¶", + "éĢı æ°Ķ", + "äºĮ åįģäºĶ", + "ç® «", + "åĬŁ åĬ³", + "çŃ¾ ä¸ĭ", + "æ²ī è¿·", + "æķij åij½", + "éĹª éĹª", + "åIJĥ äºı", + "å±ķ åĵģ", + "åį³æŶ åıijçĶŁ", + "ç¶ ľ", + "綾 åIJĪ", + "æłĩ æĺİ", + "çľĭ çĶµå½±", + "åħ¬ ç«ł", + "éĺ¿ æ£®", + "éĺ¿æ£® 纳", + "身 åĪĽéĢł", + "身åĪĽéĢł çļĦ", + "æ¸Ľ å°ij", + "åĢ¼å¾Ĺ åħ³æ³¨", + "鼶åĶ® åķĨ", + "æįĨ ç»ij", + "è¸ı åħ¥", + "èĽ Ł", + "æŁ´ 纳", + "èĢģ åħµ", + "绿èī² çݯä¿Ŀ", + "é¹ Ń", + "麻 æľ¨", + "æıŃ çīĮ", + "è¿Ļ款 车", + "ç¾İ å¾·", + "ç¾İå¾· åħ¬åı¸", + "æ¶ §", + "è°ģ çŁ¥", + "æ´ĭ èij±", + "æ¯į æł¡", + "ä¸Ģ éĹª", + "çĶ· 主è§Ĵ", + "æĹłçº¿ çĶµ", + "å±ł å®°", + "æĺ¯ éŁ©åĽ½", + "æĺ¯éŁ©åĽ½ 娱", + "容 è²Į", + "åĿĩ 使åħ¶", + "太 å¿«", + "å¹´ çĶ±", + "å¹´çĶ± 缼", + "èĭ¦ èĭ¦", + "åĬĽ è¿ĺæĺ¯", + "åĬĽè¿ĺæĺ¯ èĩª", + "æĨ ©", + "èģ¯ 絡", + "åĶ ¾", + "åħ·æľī æĪĺ士", + "追 éĹ®", + "åłĨ æĶ¾", + "åıį 驳", + "å®ŀäºĭ æ±Ĥ", + "å®ŀäºĭæ±Ĥ æĺ¯", + "åѸ éĻ¢", + "åįģ åĩłä¸ª", + "æķij æĬ¤", + "æķijæĬ¤ 车", + "ç½ij绾 ä¼łæĴŃ", + "åįģåħ« å±Ĭ", + "éĥ¨ åī¯", + "éĥ¨åī¯ éĥ¨éķ¿", + "çĹ´ è¿·", + "管çIJĨ æĿ¡ä¾ĭ", + "èŀį 为ä¸Ģä½ĵ", + "æĢ» 产åĢ¼", + "è³ ĵ", + "ä¸ĥ æĺŁ", + "çıŃ ç»Ħ", + "绣 é¢Ĩ", + "请 大家", + "éĩij éĻµ", + "èĪħ èĪħ", + "æµ· æ¹¾", + "æĸ½ çŃĸ", + "享 èªī", + "éº ¥", + "端 åįĪ", + "绿 åŁİ", + "確 ä¿Ŀ", + "å·´ æĭī", + "åĨĴ çĿĢ", + "æħ· æħ¨", + "个人 è§ĤçĤ¹", + "ä¹Ļ çĥ¯", + "ç¡ħ è°·", + "éĸĭ å±ķ", + "å°ļ 书", + "åĿļ 飧", + "åº µ", + "èĢģ é¾Ħ", + "èĢģé¾Ħ åĮĸ", + "羨 çľ¼", + "绿 æ°´", + "绿水 éĿĴå±±", + "书 é¦Ļ", + "主åĬĽ åĨĽ", + "æīįæĺ¯ çľŁæŃ£", + "æĬ¢ åħĪ", + "æĪIJå°± æĦŁ", + "éĩį æŀĦ", + "éĴ¢ åİĤ", + "æĪIJ 份", + "èĬ± 纹", + "ä¹ĭ äºī", + "å¹² ç»Ĩèĥŀ", + "æĹ¢ åı¯ä»¥", + "ç¹ģ çIJIJ", + "æĦļ èł¢", + "éĿŀ常 æĺİæĺ¾", + "ä½ĵ 彩", + "æĬĢ æ³ķ", + "æĿĨ èıĮ", + "å¹¿æ³Ľ åħ³æ³¨", + "åĮĹ å®ĭ", + "å§Ĭ 妹", + "åįı åĬŀ", + "æ·® åįĹ", + "çĥ ı", + "æ´Ĺ èĦ¸", + "åıĹ è®¿", + "åıĹ访 èĢħ", + "éĩįè¦ģ åĽłç´ł", + "å½±è§Ĩ åī§", + "综èīº èĬĤ缮", + "èľķ åıĺ", + "äºĮ 线", + "äºĮ线 åŁİå¸Ĥ", + "ä¼Ĭ å§ĭ", + "çıĬ çijļ", + "èĩª æŁ¥", + "åħ¥ åĽŃ", + "åĩ¶ æīĭ", + "åħ¬ è¯ī", + "éģĩ éļ¾", + "éĩĩçŁ¿ çŃī", + "èĩª çIJĨ", + "åĸ· æ¶Ĥ", + "æī© åħħ", + "éĢı è§Ĩ", + "é«ĺéĢŁ å¢ŀéķ¿", + "åĽ¾ çĶ»", + "ç¾ ¹", + "èĤĩ åºĨ", + "è¾ľ è´Ł", + "èµĶ ä»ĺ", + "è· ¡", + "åģ¥åº· æĪIJéķ¿", + "以ä¸Ĭ åѦåİĨ", + "åıĸå¾Ĺ 以åıĬ", + "æ²ī 积", + "åįģä¹Ŀ å±Ĭ", + "缸éĹľ æľįåĭĻ", + "æī§ åĭ¤", + "åī¯ åİ¿éķ¿", + "å¯ °", + "åģľ æ»ŀ", + "æ·¹ 没", + "çŁ³ çģ°", + "çį ¸", + "åĢ ¦", + "ç¾İ åªĴ", + "æķĻ æ¡Ī", + "åĬł çĽĸ", + "åħ¬å¼Ģ èµĽ", + "å¥ł åŁº", + "æĺĨ èĻ«", + "çŀ ħ", + "磷 éħ¸", + "äºī åĪĽ", + "çİĭ æĻĵ", + "ç¼ĵ åĨ²", + "åİļ åİļ", + "åİļåİļ çļĦ", + "æŀ£ åºĦ", + "ç²¾ çĽĬ", + "ç²¾çĽĬ æ±Ĥ", + "ç²¾çĽĬæ±Ĥ ç²¾", + "åĪĨæĶ¯ æľºæŀĦ", + "å®ŀæĸ½ ç»ĨåĪĻ", + "æĸ° èµĽåŃ£", + "總 çµ±", + "éĢł è¡Ģ", + "é¢ĩ åħ·", + "é»Ħ åŁĶ", + "è¡Ģ èĦĤ", + "交éĢļ å·¥åħ·", + "å³ ¥", + "æĹıèĩªæ²» å·ŀ", + "寺 éĻ¢", + "確 å®ļ", + "æ¦Ĥ念 èĤ¡", + "æĦŁ å®ĺ", + "æŁľ åı°", + "åĶ Ķ", + "çŀŃ解 並", + "æĢ» ä»·", + "åIJ¸ åħ¥", + "æĢ ¼", + "æĻļ éĹ´", + "å±Ĭ æ¯ķä¸ļçĶŁ", + "çĶŁ å§ľ", + "éĺħ读 åħ¨æĸĩ", + "å¾ĹåĪ° æľīæķĪ", + "æIJľ æķij", + "åİĨ æĿ¥", + "èŃī æĺİ", + "åĥ »", + "èĨ³ é£Ł", + "åĦĦ åħĥ", + "æīĵ åİĭ", + "宾 客", + "åķ ¼", + "ä¸ĢçĻ¾ å¤ļ", + "æ·±åħ¥ 人å¿ĥ", + "æ¢ħ å·ŀ", + "çłĶ åѦ", + "åħ³ ä¹İ", + "è¼ Ľ", + "亲 åıĭ", + "éħį æĸĻ", + "æĪij çĪ±ä½ł", + "è´¸æĺĵ æĪĺ", + "æľī èī²", + "æľīèī² éĩijå±ŀ", + "æįIJ åĬ©", + "为 é¦ĸ", + "为é¦ĸ çļĦ", + "å¯Į åĬĽ", + "çĶ· ç¥ŀ", + "é³ ³", + "æµĩ æ°´", + "åIJ ±", + "æĺİç¡® æıIJåĩº", + "åı¹ äºĨ", + "åı¹äºĨ åı£æ°Ķ", + "礼 æĭľ", + "è¿Ļ个 åIJįåŃĹ", + "ä¿¡ å¾Ĵ", + "å¿Ĺ 强", + "éĻIJ æŶ", + "æĶ¶ è²»", + "åĨľå®¶ ä¹IJ", + "å°ıé¾Ļ èĻ¾", + "èIJ½ å¹ķ", + "æ§ Ł", + "åѦ 龸", + "æĪĸ å¤ļ", + "æĪĸå¤ļ æĪĸ", + "æĪĸå¤ļæĪĸ å°ij", + "座è°Ī ä¼ļä¸Ĭ", + "æ¶ ¼", + "éŃĶ çİĭ", + "å² ±", + "顶 å±Ĥ", + "顶å±Ĥ 设计", + "èĦij åŃIJéĩĮ", + "éĻ¢ åŃIJéĩĮ", + "轩 è¾ķ", + "身å¿ĥ åģ¥åº·", + "èħ ij", + "éĹľ 注", + "åıĤåĬł ä¼ļè®®", + "ä¸Ńåįİ æĸĩåĮĸ", + "追 寻", + "å®ī çĦ¶", + "é£Ļ åįĩ", + "éŁŃ èıľ", + "é¸ ¦", + "åĤ¨ éĩı", + "çĶ· æĸ¹", + "å¤ĩ 份", + "æijĶ åĢĴ", + "润æ»ij æ²¹", + "éĢ¼ è¿ij", + "çĶ³ è¯ī", + "鸣 ç±»", + "çŁ³æ²¹ åĮĸå·¥", + "åĿļ æŀľ", + "è¿Ļ家 ä¼Ļ", + "æĭĴ ä¸į", + "羣 çļ®", + "è·Ŀ éĽ¢", + "è¿ĺ æĮº", + "éĽķ åĥı", + "åĪĿ æģĭ", + "æıIJä¾Ľ æĽ´å¤ļ", + "æŁ¥çľĭ åħ¨æĸĩ", + "æķ°åŃĹ è´§å¸ģ", + "åĸī åĴĻ", + "åı¦ä¸Ģ ä½į", + "åĤ¬ åĮĸ", + "åĤ¬åĮĸ åīĤ", + "ä»İæĿ¥ 没", + "å¯ĨåĪĩ 缸åħ³", + "éĥ¨ 主任", + "产åĵģ ç»ıçIJĨ", + "並 åIJĮæĦı", + "èIJ½ åħ¥", + "å±ıå¹ķ ä¸Ĭ", + "åħ¬åı¸ ç«łç¨ĭ", + "æį¢ åı¥è¯Ŀ", + "æį¢åı¥è¯Ŀ 说", + "ä½į æĸ¼", + "ä½ Ķ", + "åĩ» æĿĢ", + "缸 è¾ĥ", + "缸è¾ĥ äºİ", + "ç²½ åŃIJ", + "åįĹ æŀģ", + "宫 é¢Ī", + "è£ģ åijĺ", + "æĺİ ç»Ĩ", + "ä»·åĢ¼ éĵ¾", + "åĽĽä¸ª æĸ¹éĿ¢", + "æĥħåĨµ æĿ¥çľĭ", + "æĮij åīĶ", + "æ® ĺ", + "æŀģ åĬĽ", + "çĸij éļ¾", + "æĬµæĬĹ åĬĽ", + "æĢ¥ éĢŁ", + "æĪ Į", + "ä½İ ä¼°", + "éĹª è¿ĩ", + "æģ ¬", + "èµŀ æī¬", + "ä»ĸ å¦Ī", + "æĪIJ为 ä¸ĢåIJį", + "æ´Ĺ 礼", + "é¢Ħ计 å°Ĩ", + "åħĪè¿Ľ åįķä½į", + "è¼ Ķ", + "éĢĥ èĦ±", + "çİ° åŃĺ", + "èĢģèĻİ æľº", + "åįģä¸ĥ æĿ¡", + "åı¦ä¸Ģ åįĬ", + "温 æĥħ", + "åī¥ 离", + "ä¸ĸ è´¸", + "å®ĺ åı¸", + "å¾Ī å·®", + "éĹ´ è·Ŀ", + "请 注æĦı", + "åı² è¯Ĺ", + "åĪ© åĻ¨", + "è¿IJ ç®Ĺ", + "沦 为", + "該 使çĶ¨èĢħ", + "èĮ ¬", + "éĶ¦ 绣", + "åı² æĸĻ", + "çģµ æ´»æĢ§", + "èģĶ 社", + "æĹł åĬ©", + "æĬĹ æ°§åĮĸ", + "èıľ èĤ´", + "éĢł èĪ¹", + "æİī èIJ½", + "å¤į æŁ¥", + "åĭĥ åĭĥ", + "åij¼ 声", + "給 äºĪ", + "åIJĮäºĭ 们", + "ç½ °", + "è¯ķ æİ¢", + "åħ³éĶ® åŃĹ", + "æįIJ çĮ®", + "ç»Łè®¡ æķ°æį®", + "åĪĽ ä½ľèĢħ", + "ä¸ĭ åįĬ", + "ä¸ĭåįĬ åľº", + "æī¿æĭħ 责任", + "端 æŃ£", + "ç©¿ è¡£", + "ä¼ł çIJĥ", + "åĬ© éķ¿", + "åĩ ±", + "éķ¶ åµĮ", + "é£ŀ ç¿Ķ", + "è¾ĵ åįµ", + "è¾ĵåįµ 管", + "ä¸ĩ åħ¬éĩĮ", + "æݨ广 åºĶçĶ¨", + "å¿« æ¨Ĥ", + "ç§ ½", + "èī° å·¨", + "åIJ¬ å®Į", + "åĿļ 硬", + "奥 åľ°", + "å¥¥åľ° åĪ©", + "é¢ ĵ", + "èĻIJ å¾ħ", + "ä¾Ľ æ±Ĥ", + "éľī ç´ł", + "伪 è£ħ", + "乡 åľŁ", + "åĩ¡ æľ¬ç½ij", + "åĩ¡æľ¬ç½ij 注", + "ä¼Ĭ åĪ©", + "è¡¡ æ°´", + "æĽ´ åĥıæĺ¯", + "åĪĨéĴŁ å·¦åı³", + "è¦ı 模", + "äºĶ åĪĨéĴŁ", + "åºĹ åĬłçĽŁ", + "åĽ° éĽ£", + "åħ³ åģľ", + "æĢĿ 绪", + "åĴ½ åĸī", + "缸 符", + "çĥ¦ èºģ", + "æĻĤ æľŁ", + "åijĪ çı¾", + "解 æķ£", + "诱 导", + "éļĶ çĥŃ", + "çĮ ¶", + "åįĹ å®ĭ", + "æ·±åħ¥ äºĨ解", + "çŃĶ çĸij", + "æĺ¼ å¤ľ", + "åįĥ ä¼ı", + "åĬ³åĬ¡ æ´¾éģ£", + "红 è±Ĩ", + "åĿı äºĭ", + "çĤ¹ æ»´", + "å°±ä¸ļ å²Ĺä½į", + "约 åIJĪ", + "åħį éĻ¤", + "éĢĨ åĬ¿", + "éĩį éĩijå±ŀ", + "å®ĺ 宣", + "ä½İ å»ī", + "æģ¨ ä¸įå¾Ĺ", + "å¾Ĺ 天", + "å¾Ĺ天 çĭ¬", + "å¾Ĺ天çĭ¬ åİļ", + "ä¸Ģå°ģ ä¿¡", + "æĬ½ å¥ĸ", + "è¾Ĺ 转", + "çķĻ å®Ī", + "çķĻå®Ī åĦ¿ç«¥", + "çŃĶ åį·", + "å·¨ åŀĭ", + "æľĢ好 ä¸įè¦ģ", + "æµĻæ±Ł 大åѦ", + "æĨ ¨", + "æı¡ æīĭ", + "éĴĪ ç»ĩ", + "æİĴ 骨", + "çĤ ½", + "å°ģ è£ħ", + "åįĢ åŁŁ", + "空æ°Ķ åĩĢåĮĸ", + "åħī å½±", + "åĢĴ å¡Į", + "å§ļ æĺİ", + "æ¤į 被", + "åѦ åīį", + "åѦåīį æķĻèĤ²", + "èĬĿ åĬł", + "èĬĿåĬł åĵ¥", + "缩 æ°´", + "ä½ Ł", + "åľ¨çº¿ åĴ¨è¯¢", + "èµı æŀIJ", + "éĿĴ èĽĻ", + "æĬ± ä½ı", + "èĮĤ åIJį", + "åħ¨åĬĽ æīĵéĢł", + "åįļ士 åѦä½į", + "沧 å·ŀ", + "åĻ ¢", + "æĿĤ çī©", + "åĪ» çĶ»", + "æį ħ", + "å¾® éĩı", + "å¾®éĩı åħĥç´ł", + "ä¸Ģ åĽŀäºĭ", + "鸡 èĤī", + "åĪ©æ¶¦ çİĩ", + "æīį ç®Ĺ", + "å¾® å¦Ļ", + "棵 æłij", + "è´ª 婪", + "åĩı åĢ¼", + "梦 å¢ĥ", + "åı¯ è§Ĩ", + "åı¯è§Ĩ åĮĸ", + "广大 å¸Ĥæ°ij", + "ä¸ĵä¸ļ ä»İäºĭ", + "ç»ı 纬", + "ç´§ çĽ¯", + "çŁ¥ å·±", + "è¤ ļ", + "æĸĩåĮĸ åºķèķ´", + "åݦéŨ å¸Ĥ", + "临 港", + "对åħ¶ 羣å®ŀ", + "岸 è¾¹", + "è¦ĸ çĤº", + "æĬĹ çĻĮ", + "åĶIJ å®ĩ", + "ä¸įå¾Ĺ è¶ħè¿ĩ", + "å¨ģ æħij", + "æ¡Ĩæŀ¶ åįıè®®", + "èµ° ç§ģ", + "åĽ¢ å§Ķ", + "夸 大", + "æ¬ Ħ", + "ç¥ŀç»ı ç³»ç»Ł", + "æijĦå½± ä½ľåĵģ", + "èĬ ¥", + "å®ī åºĨ", + "æµ· 滨", + "æŀĦ æĢĿ", + "çīµ æĮĤ", + "åı ©", + "éĺIJ æĺİ", + "éģ ģ", + "ç²¾ æ²¹", + "ç©´ ä½į", + "æĬ¤ 身", + "æĬ¤èº« 符", + "æĮĩ å°İ", + "åŃĺåľ¨ ä¸Ģå®ļ", + "å¯Ĥ éĿĻ", + "æµ·å¤ĸ å¸Ĥåľº", + "éĿ ¡", + "综åIJĪ å¾ģ", + "ä¿ IJ", + "è¨Ī ç®Ĺ", + "æĺİ æľĹ", + "äºļ è¿IJ", + "äºļè¿IJ ä¼ļ", + "åīįçŀ» æĢ§", + "åĮ® ä¹ı", + "产ä¸ļ æī¶è´«", + "èĦij æµ·", + "èĦijæµ· ä¸Ń", + "åħļçļĦ é¢Ĩ导", + "åĪĺ éĤ¦", + "æµģ æĺŁ", + "æĵ Ĥ", + "æĶĢ çĻ»", + "åĴ Ķ", + "ä¸Ģä¸ĭåŃIJ å°±", + "è¯Ĭ æ²»", + "使 åĬ²", + "åīµ ä½ľ", + "éĵŃ è®°", + "éĴ± è´¢", + "æĹ¥æĬ¥ è®°èĢħ", + "çĥŁ çģ«", + "èĥľ è´Ł", + "åįļ 主", + "ä¸ŃåĽ½ èģĶéĢļ", + "ç½ijç«Ļ é¦ĸ页", + "å°± å¤Ł", + "å°±å¤Ł äºĨ", + "æīij åħĭ", + "å±ħ å§Ķä¼ļ", + "è° ¬", + "å®īåħ¨ äºĭæķħ", + "åķĨ çĶ¨è½¦", + "循çݯ ç»ıæµİ", + "æ· ¤", + "èĢĥ è¯ģ", + "å®Ŀ èĹı", + "å®Į ç»ĵ", + "çłĶåıij æĬķåħ¥", + "å² ij", + "æģŃ æķ¬", + "离 éĢĢä¼ij", + "æ°´ 墨", + "å© ¶", + "è¯Ĺ åı¥", + "å®ģæ³¢ å¸Ĥ", + "å¼± çĤ¹", + "åģľ çīĮ", + "奶 æ²¹", + "å¥ĩ纳 æ²³", + "æĨ Ĥ", + "社ä¼ļ å®ŀè·µ", + "è´Ŀ 壳", + "çłĤ æµĨ", + "èĪ¹ åıª", + "宣 æī¬", + "综åIJĪ æķ´æ²»", + "åĤ ij", + "æ°ijæĹı æĸĩåĮĸ", + "éĩį çİ°", + "积 æ·Ģ", + "åħ¬ çĦ¶", + "çħ ī", + "缸 èģļ", + "æ± ¾", + "纹 çIJĨ", + "çĩĥ çħ¤", + "æѤ ç§į", + "ç¾İ å¦Ĩ", + "åįĥ çĵ¦", + "çIJ Ľ", + "驾驶 è¯ģ", + "éĺ¶ æ¢¯", + "ä¸Ŀ ä¸Ŀ", + "å¾Īå¤ļ äºĭæĥħ", + "åħī éĺ´", + "èijĹä½ľ æ¬Ĭ", + "åħ§ éĥ¨", + "çĽ¸å¯¹ æĿ¥è¯´", + "éĸ Ĵ", + "éľĩ æħij", + "說 話", + "æĨ ij", + "ç«¥ è£ħ", + "ä½ıæĪ¿ åĴĮ", + "ä½ıæĪ¿åĴĮ åŁİ", + "å·²ç»ı è¶ħè¿ĩ", + "侦 å¯Ł", + "çŁ¿ çī©", + "ä¾Ľ 大家", + "çī¹ éĤĢ", + "ç¨ĭåºı åijĺ", + "çķľçī§ ä¸ļ", + "æ° ª", + "çij ª", + "åĢĴ åľ¨", + "åĢĴåľ¨ åľ°", + "æ¯ Ģ", + "梯 éĺŁ", + "æİ¥ èijĹ", + "æĬĹ èıĮ", + "è¤ ĩ", + "ç¬ Ļ", + "æ¯Ķ ä¸Ĭå¹´", + "鸡 汤", + "åŃ¦ä¹ł æĪIJ绩", + "æĸij æĸĵ", + "åħĪ 导", + "åĪĹ ä¸¾", + "è°ĥæŁ¥ æĺ¾ç¤º", + "æ© «", + "ä¹Ŀ åįģ", + "è°¢ 飵", + "è·¨è¶Ĭ å¼ı", + "女æĢ§ æľĭåıĭ", + "èIJ¥åħ» ä»·åĢ¼", + "å®ŀè·µ ç»ıéªĮ", + "èĭı å·ŀå¸Ĥ", + "çĵ¶ åŃIJ", + "æĸ° çļĦä¸Ģ", + "æĸ°çļĦä¸Ģ å¹´", + "æĺİ æĻ°", + "å®ł çĪ±", + "åŃŠ第", + "æľĹ 诵", + "纳 æĸ¯", + "éĢĨ è¡Į", + "è«ĭ æĤ¨", + "è«ĭæĤ¨ æıIJä¾Ľ", + "èĥ¸ æĢĢ", + "第ä¸ĥ å±Ĭ", + "强 壮", + "代 åŃķ", + "汶 å·Ŀ", + "家 åĸ»", + "家åĸ» æĪ·", + "家åĸ»æĪ· æĻĵ", + "èħ ®", + "åIJ¯ 迪", + "æĹł éļľç¢į", + "èĻķçIJĨ åıĬ", + "æĿ¥ åİĨ", + "å®ŀ åĬ¡", + "ä¹Ł éļıä¹ĭ", + "æĬĢèĥ½ åŁ¹è®Ń", + "åѤ ç«ĭ", + "åī ģ", + "éĥ´ å·ŀ", + "æĶ¶ æķĽ", + "éł» éģĵ", + "èį£ 幸", + "èİ« è¿ĩäºİ", + "æѤ æĻĤ", + "纪å§Ķ çĽij", + "纪å§ĶçĽij å§Ķ", + "缸 éĤ»", + "åı¦ä¸Ģ è¾¹", + "çªĴ æģ¯", + "æľīå¾Īå¤ļ ç§į", + "æ¯ı éĢ¢", + "éĹ® ä¸ĸ", + "ç´¯ ç´¯", + "éĿĴæĺ¥ æľŁ", + "è·¯ åĨµ", + "åħĭ èݱ", + "è¿Ħä»Ĭ 为æŃ¢", + "æĥĬ å¥ĩ", + "è·¨ 度", + "éħ¿ éĢł", + "åĩ ĭ", + "è¿ij ä¸īå¹´", + "åĨħ 马", + "åĨħ马 å°Ķ", + "æı į", + "è¿Ľå±ķ æĥħåĨµ", + "èĮ §", + "æľīåºı æİ¨è¿Ľ", + "æĢ» åĨłåĨĽ", + "æĪIJ绩 åįķ", + "éĽ»è©± åıĬ", + "ç´§å¯Ĩ ç»ĵåIJĪ", + "åºĬ ä½į", + "é¹ Ĭ", + "æķ£åıij çĿĢ", + "åĭŁ èµĦ", + "æ°¨ éħ¸", + "彩 ç¥ŀ", + "è®Ģ åıĸ", + "éĩį 温", + "ä¸Ń åŃĺåľ¨çļĦ", + "ç¾İ éºĹ", + "ä¸įæĸŃ å¢ŀåĬł", + "è½® æµģ", + "æİ¥ åIJ¬", + "å¹´ 产åĢ¼", + "åįĥ åħĭ", + "æĪĺåľº ä¸Ĭ", + "çħ§ 顧", + "å¹²éĥ¨ éĺŁä¼į", + "åį° ç«ł", + "ä¸Ģèĩ´ æĢ§", + "è¿ŀ å¤ľ", + "åħħ è£ķ", + "é»ij åIJįåįķ", + "åĩĢ æ°´", + "ä¸Ģ大 æĹ©", + "åĮħ 袱", + "çĬ¯ è§Ħ", + "çIJĨ è«ĸ", + "æŀģ æĺĵ", + "éª ¸", + "å¨ĺ å¨ĺ", + "åĽ¢ åľĨ", + "亿åħĥ 以ä¸Ĭ", + "åĪ©çĶ¨ æĤ¨çļĦ", + "带æĿ¥ æĽ´å¤ļ", + "ä¸Ń央 空è°ĥ", + "æľĪ èĸª", + "çĮľ æĥ³", + "åĪº 客", + "ä½ľ æģ¯", + "åįķ è°ĥ", + "äºĴ åĪ©", + "å¦Ĥæľī ä¾µæĿĥ", + "å°ı å·§", + "åįģ åł°", + "åĵĪåĵĪ åĵĪåĵĪ", + "è¾¹ éĻħ", + "æłĩ è¯Ń", + "åĪĩåħ¥ çĤ¹", + "éĢĨ è¢Ń", + "è¯ķ åīĤ", + "绿 è±Ĩ", + "è® ļ", + "åŁºçĿ£ å¾Ĵ", + "å£ ¬", + "åħ¨ æĺİæĺŁ", + "éĢī ç§Ģ", + "èĪĮ å°ĸ", + "ä¸įåIJĮ ç±»åŀĭ", + "çĥŁ åĽ±", + "çģµ æ°Ķ", + "åĮº 管å§Ķä¼ļ", + "åĨľ åī¯", + "åĨľåī¯ 产åĵģ", + "èĶļ æĿ¥", + "沪 æĮĩ", + "åħ»æ®ĸ æĪ·", + "æĸĹ å¿Ĺ", + "é¦ĸ é¢Ĩ", + "è¡Ģ èħ¥", + "åĬł ç´§", + "ä¸Ģèĩ´ 好è¯Ħ", + "第ä¸ī èĬĤ", + "æī¬ å°ĺ", + "交éĢļ æŀ¢çº½", + "鼶 ç¢İ", + "é»ij æ´ŀ", + "çľĭ ä¸įæĩĤ", + "å±ŀ å®ŀ", + "主 åŁİåĮº", + "å¨ Ľ", + "å¨Ľ æ¨Ĥ", + "ç¬ij æĦı", + "èĻ¹ æ¡¥", + "åIJĦ个 çݯèĬĤ", + "çķ¥ å¾®", + "èĢķ èĢĺ", + "æľ¬ åľºæ¯ĶèµĽ", + "æĪIJ è´¥", + "éĢī èĤ¡", + "èªŀ è¨Ģ", + "çŃĶ 辩", + "èĩª ä¹ł", + "æ£ º", + "ä¸ĩ 欧åħĥ", + "åģľ å·¥", + "对åħ¶ è¿Ľè¡Į", + "积æŀģ éħįåIJĪ", + "ä¹¾ åĿ¤", + "å¦ĸ æĢª", + "èļĮ åŁł", + "èµĦ产 è¯Ħä¼°", + "è°ĥ çļ®", + "éĻ¤ å¤ķ", + "åĽ´ å¢Ļ", + "æľį å½¹", + "æ·± æ¸Ĭ", + "é¢Ħ åĪ¶", + "ç ĥ½", + "å®ī 稳", + "建 æŀĦ", + "çĭĻ åĩ»", + "主åĭķ 註åĨĬ", + "éĥ½æľī èĩªå·±", + "æİĴåIJį 第ä¸Ģ", + "麻 è¾£", + "çĢ ļ", + "çĥŁèĬ± çĪĨ", + "çĥŁèĬ±çĪĨ 竹", + "èĩªçĦ¶ ä¿ĿæĬ¤", + "ä»Ļ å¢ĥ", + "为äºĨ éģ¿åħį", + "åĨ· åºĵ", + "解æĶ¾ æĢĿæĥ³", + "åĪĿ äºĮ", + "ä½ĵ è´´", + "é¦ĸ å¯Į", + "迪 æĭľ", + "æļĤ ç¼ĵ", + "æĶ¯æĮģ åĬĽåº¦", + "侦 æİ¢", + "马 åĪº", + "åĮĹ æ±½", + "ç¹ ŀ", + "è°İ è¨Ģ", + "éĢ£ çºĮ", + "å· ³", + "ä»»ä½ķ æŶåĢĻ", + "车 èģĶç½ij", + "åįķ 项", + "å¸Ń åį·", + "建çŃij æĿIJæĸĻ", + "ä¸Ńç§ĭ èĬĤ", + "ç¡ķ士 çłĶ究", + "ç§ģ ç«ĭ", + "åħļåĴĮ æĶ¿åºľ", + "æľ¬æ¬¡ 交æĺĵ", + "èººåľ¨ åºĬä¸Ĭ", + "ç½ijåıĭ è¯Ħ论", + "å¦ Ŀ", + "害 ç¾ŀ", + "åħ¬ç«ĭ åĮ»éĻ¢", + "ä¸ ŀ", + "çĶŁçī© è´¨", + "åºĶ éĤĢ", + "æĬ½ åıĸ", + "åĩł å¼ł", + "æijĺ ç¼ĸ", + "ç»ĺ æľ¬", + "详 解", + "强 硬", + "æľĢ åħĪè¿ĽçļĦ", + "æĭĽ èĤ¡", + "æĭĽèĤ¡ 书", + "åįĥ æĸ¹", + "åįĥæĸ¹ çĻ¾", + "åįĥæĸ¹çĻ¾ 计", + "éħį éŁ³", + "驾 çħ§", + "å¾ģ æĪĺ", + "èªĵ è¨Ģ", + "æĭľ å¸Ī", + "æĭľå¸Ī åѦ", + "æĭľå¸ĪåѦ èīº", + "æĬ± åĽ¢", + "ç±³ ç²ī", + "éĿŀ常 éĢĤåIJĪ", + "èĪª æµ·", + "å±¥ 约", + "åįģåħ« æĿ¡", + "éĶ» éĢł", + "éĩįè¦ģ 举æݪ", + "åıijæĮ¥ ä½ľçĶ¨", + "æ· ļ", + "人 社", + "人社 å±Ģ", + "è¯ķçĤ¹ å·¥ä½ľ", + "éĺľ éĺ³", + "æ¡ĥ åľĴ", + "æ°ij ä¼ģ", + "æ´ģ çĻ½", + "è´µ 宾", + "åħ¬ 社", + "è§ī æĤŁ", + "è®°å¿Ĩ åĬĽ", + "æľĥåĵ¡ 註åĨĬ", + "æѤ æ¡Ī", + "麻 çĹ¹", + "çı Ģ", + "æĸ© èİ·", + "çĶ· åŃ©åŃIJ", + "å±ĢéĻIJ äºİ", + "åĭĺ æŁ¥", + "åIJĥ 饱", + "èĬ¬ åħ°", + "æ£ķ èī²", + "ç¦ı ç¥ī", + "çĶ³ èĬ±", + "æµ· çĽĹ", + "èĶ ij", + "æĸĩ åѸ", + "æ´»æĢ§ çĤŃ", + "缴 éĢļ车", + "è°¢ éĤĢ", + "躺 çĿĢ", + "åľ ĥ", + "æ¯ıæĹ¥ ç»ıæµİ", + "åħ¬åħ± æĸĩåĮĸ", + "讲 æķħäºĭ", + "å¯Ł çľĭ", + "æĤł éĹ²", + "åľ° åĿª", + "æ¶Į çİ°åĩº", + "é«ĺçŃī éĻ¢æł¡", + "èĮĦ åŃIJ", + "éĺ² åį«", + "ä¾ĭ è¡Į", + "æĺ¾ éľ²", + "æĸ° 常æĢģ", + "ç»Ŀ ä½³", + "å¯Į æ°ij", + "以 人æ°ij", + "以人æ°ij 为", + "éĤ¢ åı°", + "å±ķ æ¼Ķ", + "çĻ¼ å¸ĥ", + "è´Ł è½½", + "åģı 离", + "æ°¸ éģł", + "éĩįè¦ģ åİŁåĽł", + "åįıä¼ļ ä¼ļåijĺ", + "éļ¾ æ°ij", + "çĶŁäº§ 车éĹ´", + "çģµ åĬ¨", + "两年 åīį", + "æĸ¹ åľĨ", + "æ´» ä¸ĭåİ»", + "ä¸ĸçķĮ è§Ĥ", + "éªĹ åıĸ", + "ç¾İ è²Į", + "èĥ½ çľĭåĩº", + "çĻ¼ æı®", + "è§Ĥ å½±", + "åī ĥ", + "åIJĪèµĦ åħ¬åı¸", + "å© §", + "å¹² æű", + "åħŃ ä¸ªæľĪ", + "尤为 éĩįè¦ģ", + "èĤ ½", + "秦 åĽ½", + "æīĺ ç¦ı", + "建çŃij å¸Ī", + "åįĩ级 æĶ¹éĢł", + "å°ı é¢Ŀ", + "å°ıé¢Ŀ 贷款", + "两个 ç»´æĬ¤", + "æĭį æĭį", + "åı¯ çĸij", + "æį¢ åıĸ", + "æѦ 士", + "èµĸ 以", + "èµĸ以 çĶŁåŃĺ", + "æĮ ļ", + "殿 åłĤ", + "èĩªçĦ¶ çķĮ", + "ç£ģ åľº", + "å¦Ĥä½ķ çľĭå¾ħ", + "ä»ĬæĹ¥ 头æĿ¡", + "西 åŁŁ", + "èİ· è¯Ħ", + "風 æł¼", + "ä¿Ħ åĽ½", + "æīĵ æĭ¼", + "å®£ä¼ł çīĩ", + "å¾Ī æĸ¹ä¾¿", + "ä¾Ľç»Ļ 侧", + "纪念 ç¢ij", + "毫 åħĭ", + "èĬ³ é¦Ļ", + "å·¥åķĨ éĵ¶è¡Į", + "请 çĤ¹åĩ»", + "ç¼ ª", + "æĹłæķ° 次", + "èį¯ å¸Ī", + "èħ ¸", + "游 èīĩ", + "åĮ ¾", + "å·¡ èĪª", + "æ²»çIJĨ ä½ĵç³»", + "èIJ¥éĢł èī¯å¥½", + "æ·· æ·Ĩ", + "éĢļ çķħ", + "åĬ³ ç´¯", + "ä»ĵ ä½į", + "å¢ŀ éķ·", + "éļIJ 约", + "æĿĤå¿Ĺ 社", + "åħ» èĤ²", + "åı¯èĥ½ åıijçĶŁ", + "èĢĥ 試", + "西 侧", + "åĬł åĢį", + "主æĮģ åı¬å¼Ģ", + "çķ¢ ç«Ł", + "éĹ® 询", + "æµ· æ£ł", + "èĹ ©", + "注æĺİ æĿ¥æºIJ", + "æ£Ģ çĸ«", + "请 åģĩ", + "æĬļ æij¸", + "èĵĦ çĶµæ±ł", + "è·Ł ä¸įä¸Ĭ", + "çݰ代 社ä¼ļ", + "çŃ¹ èµĦ", + "ä½ĵèĤ² 彩票", + "延 误", + "è¾Ľ è¾£", + "éĿ¢ 容", + "åį° è®°", + "çģŃ äº¡", + "ç´ł é£Ł", + "åħ´ èĩ´", + "éľĢè¦ģ çĶ¨", + "éľĢè¦ģçĶ¨ åĪ°", + "å®Ŀ å¦Ī", + "ç£ĭ åķĨ", + "éļ¶ å±ŀ", + "è´¡çĮ® åĬĽéĩı", + "åħ¬åħ± èµĦæºIJ", + "大 éĺª", + "åĨĽ è®Ń", + "æĤ¬ 念", + "社ä¼ļ 稳å®ļ", + "å¹²äºĭ åĪĽä¸ļ", + "æľī æĿ¡ä»¶", + "æľīæĿ¡ä»¶ çļĦ", + "ä¸Ģå¹´ ä¸Ģ度", + "åİ ¥", + "强 奸", + "豪 车", + "æİĮ æŁľ", + "æ°´åĪ© å·¥ç¨ĭ", + "å³ ª", + "积æŀģ ä½ľçĶ¨", + "æµ· æ·Ģ", + "æµ·æ·Ģ åĮº", + "çĥŃ æĴŃ", + "åĿļæĮģ ä¸įæĩĪ", + "åıĮ èĦļ", + "绣 æĪĺ", + "ä»»ä½ķ 人éĥ½", + "åľ°ä¸ĭ 室", + "åĨ¶ çĤ¼", + "è°ħ 解", + "æ¸Ķ èĪ¹", + "太éĺ³ åŁİ", + "被 æįķ", + "计ç®Ĺ åĻ¨", + "西 åĮ»", + "èĪĴ å¿ĥ", + "æ¡ ¦", + "éģ ²", + "åĬ ij", + "è¨ Ĺ", + "èİ º", + "åĸ ¬", + "çĵ ¯", + "åĺ ĺ", + "åł ķ", + "æķ Ŀ", + "åij ¦", + "èĭ ŀ", + "æŃ ¹", + "æĵ ¬", + "æ£ Ħ", + "èĪ µ", + "å¥ ª", + "çļ ĭ", + "æĶ ¸", + "åľ ©", + "ç¤ Ļ", + "ç¢ ĺ", + "éı Ī", + "æĦ ķ", + "ç¹ ³", + "èĺ ¸", + "è² Ĥ", + "æ¼ ²", + "æij ¹", + "æĶ Ŀ", + "åŃ ¢", + "èķ Ń", + "é¨ °", + "æ½ ¼", + "éħ °", + "æĴ ¥", + "è¹ ¬", + "é¨ Ļ", + "è¸ ¹", + "éģ IJ", + "çĺ Ģ", + "èĽ ¤", + "æĤ ĸ", + "çĴ ŀ", + "ç£ IJ", + "æİ °", + "è¾ Ĭ", + "å¾ ij", + "æİ ĸ", + "éģ ŀ", + "éĤ ¸", + "éĽ ı", + "æĨ İ", + "æľ ½", + "çį »", + "ç® Ķ", + "è¤ ¶", + "æļ ¢", + "æĺ µ", + "çı Ĥ", + "æĤ ¸", + "åģ µ", + "åĻ ľ", + "å£ ¯", + "æĴ ®", + "æģ į", + "å© ķ", + "ç¯ ±", + "éĺ Ļ", + "çī ł", + "è£ ĺ", + "è³ ¢", + "éĩ ľ", + "éĵ ł", + "èİ ĺ", + "æ® Ĩ", + "çĻ ¸", + "è´ ı", + "ç² ±", + "å« ¡", + "åĨ ¢", + "è¤ Ĵ", + "æĩ Ĭ", + "éľ ĵ", + "å¡ µ", + "æĭ £", + "å» Ł", + "é£ ½", + "é¢ Į", + "åļ İ", + "æ· º", + "èĨ ł", + "åİ Ń", + "åļ ĩ", + "åij ĥ", + "çĴ ĭ", + "çŃ ±", + "æĭ ·", + "èį §", + "éĶ °", + "åŃ °", + "èĵ ĵ", + "èĨ ½", + "æŀ ī", + "åĸ ½", + "çĽ Ķ", + "çŃ IJ", + "ç¾ ļ", + "è ħĮ", + "è¾ «", + "æ³ ĵ", + "çĶ ¬", + "èŁ ²", + "åĸ ª", + "å¦ ĵ", + "è¬ Ģ", + "çĤ Ĭ", + "æĽ ľ", + "æ± IJ", + "è´ Ī", + "èį Ģ", + "æĬ ł", + "ç¢ ¾", + "æ« ĥ", + "éŀ ł", + "èij Ĩ", + "ç¥ ¯", + "å½ Ŀ", + "é¦ į", + "åĮ £", + "æľ Ń", + "åĿ Ĥ", + "ä¿ ij", + "èĵ ®", + "çij Ľ", + "æī ī", + "èĩ Ł", + "è² «", + "çİ ¥", + "æ· ¼", + "åİ ²", + "é³ Į", + "å³ Ń", + "åij Ľ", + "é §", + "é§ IJ", + "éģ ·", + "ä¿ ª", + "æĢ Ĥ", + "è¾ į", + "å± į", + "åĭ ģ", + "å¥ ļ", + "éļ ħ", + "éĴ ´", + "è¼ Ŀ", + "å® ¦", + "èIJ ĥ", + "çĺ ĭ", + "æĨ ¶", + "æĤ ħ", + "è¾ Ļ", + "åij ľ", + "çł º", + "éĢ ŀ", + "æµ ļ", + "éĸ £", + "èĸ ©", + "éĻ ĭ", + "çĤ Ļ", + "èª ķ", + "ä¸ Ł", + "é¹ ½", + "ç± Į", + "è´ °", + "éĭ ª", + "çľ ©", + "æĴ IJ", + "èĨ º", + "éŀ ĺ", + "ç¾ ²", + "çª ®", + "ç´ IJ", + "æ® ´", + "çº ¾", + "èº į", + "ç´ ĭ", + "çĦ ĸ", + "çĶ º", + "çī ½", + "çĤ ¯", + "ç¼ Ķ", + "æ¯ ĵ", + "å¬ °", + "æ¢ §", + "äº Ł", + "è¢ ħ", + "çį Ħ", + "è¿ ¥", + "æ¼ ¾", + "çĿ ij", + "ç¸ ¾", + "é¦ ĭ", + "é¤ ħ", + "æ ¹Ħ", + "æĺ ĩ", + "æŀ Ń", + "èĸ °", + "æŁ ij", + "æ¦ »", + "åĻ Ĺ", + "åĻ ´", + "æ£ £", + "åĶ §", + "çĨ ¹", + "è¼ ¯", + "å¢ Ł", + "é² ²", + "æĪ Ľ", + "èī ¦", + "èĬ ®", + "åĺ Ł", + "å¸ ¥", + "å¿ »", + "çĮ Ŀ", + "å¯ µ", + "è³ ¦", + "èĽ ¾", + "æ» ¾", + "çĤ ķ", + "éĵ ¬", + "èĴ ¿", + "éĴ ¨", + "çĥ Ļ", + "ç² ķ", + "æĥ ¦", + "æº §", + "é¢ į", + "éħ £", + "å³ ¦", + "ç± ģ", + "çĥ ĥ", + "åĨ Ĺ", + "åı ģ", + "çĽ §", + "ç½ µ", + "éĴ Ĺ", + "å¬ ī", + "è° ı", + "ç³ §", + "è¾ Ń", + "æ· ¬", + "èŁ Ĵ", + "è¯ ©", + "è¦ ĥ", + "çĻ ĸ", + "é½ Ĵ", + "çĪ IJ", + "ç® į", + "ç¼ İ", + "ç£ º", + "è¯ «", + "è¤ ²", + "æĵ ł", + "èIJ ¦", + "çĿ ¬", + "è° į", + "éĦ °", + "æł ¾", + "é¡ ı", + "ç¸ ±", + "æ¡ ¨", + "éĨ ¬", + "è¥ ²", + "è® ª", + "å© º", + "èį Ł", + "åĮ Ŀ", + "çĨ ł", + "èĽ Ĭ", + "æ¸ ļ", + "å´ ½", + "é² ¤", + "åķ °", + "åĮ ķ", + "ä¸ IJ", + "è® ¥", + "åı ½", + "åı ¼", + "çļ ¿", + "è¿ Ĥ", + "åIJ Ĩ", + "å± ¹", + "èĩ ¼", + "è® ¹", + "é© ®", + "çº «", + "æ± ŀ", + "æĬ ¡", + "èĭ ĩ", + "åIJ ł", + "åIJ Ń", + "åIJ ®", + "å² ĸ", + "ä½ ĥ", + "çĭ Ī", + "åº ĩ", + "åIJ Ŀ", + "éĹ °", + "æ± ¹", + "å¿ ±", + "æĭ Ħ", + "æĭ Ĺ", + "èĮ ī", + "èĭ Ľ", + "èĮ ģ", + "çŁ ¾", + "èĻ ı", + "åij »", + "åĴ Ħ", + "å¿ ¿", + "èĤ ®", + "çĭ ŀ", + "çĸ Ł", + "çĸ Ļ", + "çĸ ļ", + "æ³ ŀ", + "å¸ ļ", + "å± ī", + "è¿ ¢", + "é© ¹", + "ç İ·", + "çıĬ ó", + "çıĬó ł", + "çıĬół Ħ", + "çıĬółĦ ģ", + "æĮ İ", + "æĭ ´", + "åŀ Ľ", + "èį ¤", + "æ® ĥ", + "çĽ ¹", + "åĵ Ĩ", + "è´ »", + "æ¯ ¡", + "çĭ °", + "çĭ ¡", + "æŁ Ĵ", + "æģ ĥ", + "è¯ ¬", + "è¢ Ħ", + "è¯ ²", + "èļ ¤", + "èĢ Ļ", + "åŁ Ĥ", + "æį İ", + "æį Į", + "æ¢ Ĩ", + "é ħĮ", + "çł ¾", + "æ® ī", + "åĶ ł", + "æĻ Į", + "èļ £", + "èļ ª", + "èļ ĵ", + "é¸ ¯", + "åĶ ģ", + "åĶ Ĩ", + "åĢ Ķ", + "èĪ Ģ", + "è± º", + "èĥ °", + "é¸ µ", + "é¸ ³", + "é¦ ģ", + "ç¾ Ķ", + "æ¶ £", + "æ¶ ķ", + "æĤ ¯", + "è¯ ½", + "è° Ĩ", + "ç¥ Ł", + "ç» ¢", + "æį º", + "æį ¶", + "æį »", + "æİ Ĥ", + "èı ł", + "èIJ ¤", + "éħ Ĺ", + "çľ ¶", + "åķ Ħ", + "èļ ¯", + "èĽ Ģ", + "åĶ ¬", + "å¸ ·", + "éĵ IJ", + "éĵ Ľ", + "åģ İ", + "å¾ Ļ", + "èĦ ¯", + "è± ļ", + "çĮ ĸ", + "çĹ Ĭ", + "æ¶ ®", + "æĥ Ń", + "æĤ ´", + "æĥ ĭ", + "è° ļ", + "æı ©", + "æIJ Ģ", + "æIJ Ķ", + "æ¦ Ķ", + "æ¤ Ń", + "éĽ ³", + "åĸ ³", + "è· Ľ", + "èľ ĵ", + "èľ Ĵ", + "é¹ ĥ", + "éĶ Ħ", + "çĶ ¥", + "çŃ ı", + "çĮ ©", + "çĮ ¬", + "çĮ ¾", + "çĹ ¢", + "çĹ ª", + "æĥ °", + "çª ĺ", + "è° ¤", + "éļ ĺ", + "å© ¿", + "é¹ ī", + "çij Ļ", + "æĸ Ł", + "æ¤ ¿", + "éħ ª", + "éĽ ¹", + "åĹ ¦", + "è· ·", + "è· º", + "è· ¤", + "èľ Ī", + "èľ Ĺ", + "å¹ Į", + "é¦ ı", + "èª Ĭ", + "æ¼ ĵ", + "è¤ Ĥ", + "èĶ Ĺ", + "èĶ ¼", + "åħ ¢", + "è£ ³", + "èľ »", + "èĿ ĩ", + "åĺ Ģ", + "éĶ ¹", + "ç® ķ", + "ç® ©", + "çĺ ©", + "çĺ Ł", + "æ¼ ±", + "å¯ ¥", + "éª ¡", + "æĴ µ", + "æĴ ¬", + "è± Į", + "åĺ ¹", + "èĿ ł", + "èĿ Į", + "èĿ Ĺ", + "èĿ Ļ", + "éķ IJ", + "ç¨ ¼", + "ç¯ ĵ", + "èĨ Ľ", + "é² «", + "çĺ ª", + "é² ¨", + "æĨ Ķ", + "ç¿ ©", + "è¤ ¥", + "ç¼ Ń", + "åĻ ©", + "çĵ ¢", + "éľ İ", + "è¸ ±", + "è¹ Ĥ", + "èŁ Ĩ", + "é¹ ¦", + "ç¯ ¡", + "çĺ ¸", + "çª ¿", + "ç¼ °", + "èĹ IJ", + "è¹ ĭ", + "èŁ ĭ", + "èŁ Ģ", + "èµ ¡", + "èĩ Ĭ", + "é³ Ħ", + "ç³ ł", + "æĩ ¦", + "åļ £", + "éķ °", + "é³ į", + "ç° ¸", + "çĻ £", + "é³ ĸ", + "é¬ ĵ", + "èł ķ", + "éľ ¹", + "èº ı", + "é» ¯", + "çĵ ¤", + "çŁ Ĺ", + "ä¹ Ĥ", + "ä¹ ľ", + "åħ Ģ", + "å¼ ĭ", + "åŃ ij", + "åŃ ĵ", + "å¹ º", + "äº ĵ", + "å »¿", + "ä¸ ı", + "åį ħ", + "ä» ĥ", + "ä» ī", + "ä» Ĥ", + "åĪ Ī", + "çĪ »", + "åį ŀ", + "éĹ ©", + "è® £", + "å¤ ¬", + "çĪ ¿", + "æ¯ ĭ", + "éĤ Ĺ", + "éĤ Ľ", + "èī ½", + "èī ¿", + "åı µ", + "ä¸ ķ", + "åĮ ľ", + "åĬ ¢", + "åį Ł", + "åı ±", + "åı »", + "ä» ¨", + "ä» Ł", + "ä» ¡", + "ä» «", + "ä» ŀ", + "åį ®", + "æ° IJ", + "çĬ °", + "åĪ į", + "éĤ Ŀ", + "éĤ Ļ", + "è® ¦", + "è® §", + "è® «", + "å° »", + "éĺ ¡", + "å° ķ", + "å¼ ģ", + "èĢ Ĵ", + "çİ İ", + "çİ ij", + "åľ ¬", + "æī ¦", + "åľ ª", + "åľ ¹", + "æī ª", + "åľ ®", + "åľ ¯", + "èĬ Ĭ", + "èĬ į", + "èĬ Ħ", + "èĬ ¨", + "èĬ ij", + "èĬ İ", + "èĬ Ĺ", + "äº ĺ", + "åİ į", + "å¤ ¼", + "æĪ į", + "å° ¥", + "ä¹ ©", + "æĹ ¯", + "æĽ ³", + "å² Į", + "å± º", + "åĩ ¼", + "åĽ ¡", + "éĴ ĩ", + "ç¼ ¶", + "æ° ĺ", + "æ° ĸ", + "çī Ŀ", + "ä¼ İ", + "ä¼ Ľ", + "ä¼ ¢", + "ä½ ¤", + "ä» µ", + "ä¼ ¥", + "ä¼ §", + "ä¼ ī", + "ä¼ «", + "åĽ Ł", + "æ± Ĩ", + "åĪ ĸ", + "å¤ Ļ", + "æĹ ®", + "åĪ İ", + "çĬ ·", + "çĬ ¸", + "èĪ Ľ", + "åĩ «", + "é Ĥ¬", + "é¥ §", + "æ± Ķ", + "æ± ľ", + "æ± Ĭ", + "å¿ ĸ", + "å¿ ı", + "è® ´", + "è® µ", + "è® ·", + "èģ ¿", + "èī ®", + "åİ ¾", + "å¦ ģ", + "çº ¡", + "çº £", + "çº ¥", + "çº ¨", + "çİ ķ", + "çİ Ļ", + "æĬ Ł", + "æĬ Ķ", + "åľ »", + "åĿ į", + "æĬ ĥ", + "㧠IJ", + "èĬ «", + "èĬ ¾", + "èĭ Ī", + "èĭ £", + "èĭ ĭ", + "èĬ ¼", + "èĭ Į", + "èĭ ģ", + "èĬ ©", + "èĬ ª", + "èĬ ¡", + "èĬ Ł", + "èĭ Ħ", + "èĭ İ", + "èĭ ¡", + "æĿ Į", + "æĿ ĵ", + "æĿ Ī", + "å¿ ij", + "åŃ Ľ", + "éĤ ´", + "éĤ ³", + "å¥ ģ", + "è± ķ", + "å¿ Ĵ", + "æ¬ ¤", + "è½ «", + "è¿ ĵ", + "éĤ ¶", + "å¿ IJ", + "åį £", + "éĤ º", + "æĹ °", + "åij ĭ", + "åij Ĵ", + "åij ĵ", + "åij Ķ", + "åij ĸ", + "æĹ ¸", + "åIJ ¡", + "èĻ ¬", + "åIJ ½", + "åIJ £", + "åIJ ²", + "å¸ ı", + "å² Ī", + "å² ĺ", + "åħ ķ", + "åĽ µ", + "åĽ «", + "éĴ Ĭ", + "éĴ ĭ", + "é ĴĮ", + "è¿ ķ", + "æ° Ļ", + "æ° ļ", + "çī ¤", + "ä½ ŀ", + "ä½ ļ", + "ä½ Ŀ", + "ä½ Ĺ", + "å½ ·", + "ä½ ĺ", + "ä½ ¥", + "è± ¸", + "åĿ Į", + "èĤ Ł", + "å¥ Ĥ", + "åĬ ¬", + "çĭ ģ", + "é¸ ł", + "é¥ ¨", + "é¥ ©", + "é¥ «", + "é¥ ¬", + "åº ij", + "åº ĭ", + "çĸ Ķ", + "çĸ ĸ", + "èĤ ĵ", + "éĹ ±", + "éĹ ³", + "çĤ Ģ", + "æ² £", + "æ² ħ", + "æ² Ķ", + "æ² ¤", + "æ² ı", + "æ² ļ", + "æ± ©", + "æ± ¨", + "æ² ¨", + "æ± ´", + "æ² Ĩ", + "æ² ©", + "æ³ IJ", + "æĢ ĥ", + "æĢ Ħ", + "å¿ ¡", + "å¿ ¤", + "å¿ ¾", + "æĢ ħ", + "å¿ ª", + "æĢ Ĩ", + "å¿ Ń", + "å¿ ¸", + "è¯ Ĥ", + "è¯ ĥ", + "è¯ ħ", + "è¯ ĭ", + "è¯ Į", + "è¯ Ĵ", + "éĻ Ĥ", + "éĻ ī", + "å¦ ©", + "å¦ ª", + "å¦ £", + "å¦ Ĺ", + "å¦ «", + "å§ Ĵ", + "å¦ ¤", + "åĬ Ń", + "åĪ Ń", + "éĤ °", + "çº Ń", + "çº °", + "çº ´", + "çİ ¡", + "çİ Ń", + "çİ ł", + "çİ ¢", + "çİ ¦", + "çĽ Ĥ", + "å¿ Ŀ", + "åĮ ¦", + "åĿ ©", + "æĬ ¨", + "æĭ ¤", + "åĿ «", + "æĭ Ī", + "åŀ Ĩ", + "æĬ »", + "åĬ ¼", + "æĭ ĥ", + "æĭ Ĭ", + "åĿ ¼", + "åĿ »", + "㧠Ł", + "åĿ ¨", + "åĿ Ń", + "æĬ ¿", + "åĿ ³", + "èĭ ·", + "èĭ ¤", + "èĮ ı", + "èĭ «", + "èĭ ľ", + "èĭ ´", + "èĭ Ĵ", + "èĭ ĺ", + "èĮ Į", + "èĭ »", + "èĭ ĵ", + "èĮ ļ", + "èĮ Ĩ", + "èĮ ij", + "èĮ ĵ", + "èĮ Ķ", + "èĮ ķ", + "è ĮĢ", + "èĭ ķ", + "æŀ ¥", + "æŀ ĩ", + "æĿ ª", + "æĿ ³", + "æŀ §", + "æĿ µ", + "æŀ ¨", + "æŀ ŀ", + "æŀ ĭ", + "æĿ »", + "æĿ ·", + "æĿ ¼", + "çŁ ¸", + "ç łĢ", + "åĪ ³", + "å¥ Ħ", + "æ® ģ", + "éĥ ı", + "è½ Ń", + "éĥ ħ", + "é¸ ¢", + "çĽ ±", + "æĺ Ļ", + "æĿ ²", + "æĺ ĥ", + "åĴ Ĥ", + "åij ¸", + "æĺ Ģ", + "æĹ »", + "æĺ ī", + "çĤ ħ", + "çķ Ģ", + "èĻ ®", + "åĴ Ģ", + "åij ·", + "é» ¾", + "åij ±", + "åij ¤", + "åĴ Ĩ", + "åĴ Ľ", + "åij ¶", + "åij £", + "åĴ Ŀ", + "å² ¢", + "å² ¿", + "å² ¬", + "å² «", + "å¸ Ļ", + "å² £", + "å³ ģ", + "åĪ ¿", + "å² ·", + "åī Ģ", + "å¸ Ķ", + "å³ Ħ", + "æ² ĵ", + "åĽ ¹", + "ç½ Ķ", + "éĴ į", + "éĴ İ", + "éĴ ı", + "éĴ Ĵ", + "éĴ ķ", + "éĤ ¾", + "è¿ ®", + "çī ¦", + "ç« º", + "è¿ ¤", + "ä½ ¶", + "ä¾ ij", + "ä¾ ī", + "èĩ ¾", + "ä¾ Ĺ", + "ä¾ ı", + "ä¾ ©", + "ä½ »", + "ä½ ¾", + "ä¾ ª", + "ä½ ¼", + "ä½ ¯", + "ä¾ ¬", + "å¸ Ľ", + "ä¾ Ķ", + "å¾ Ĥ", + "åĪ ½", + "éĥ Ħ", + "ç± ´", + "çĵ ®", + "æĪ Ĺ", + "èĤ ¼", + "äı Ŀ", + "èĤ ±", + "èĤ «", + "è¿ ©", + "éĥ ĩ", + "çĭ İ", + "çĭ į", + "çĭ Ĵ", + "åĴ İ", + "é¥ ¯", + "é¥ ´", + "åĨ ½", + "åĨ ¼", + "åº ĸ", + "çĸ ł", + "çĸ Ŀ", + "åħ ĸ", + "åĬ ¾", + "ð¬ ī", + "ð¬ī ¼", + "çĤ ĺ", + "çĤ Ŀ", + "çĤ Ķ", + "æ³ Ķ", + "æ² Ń", + "æ³ ·", + "æ³ ±", + "æ³ ħ", + "æ³ ł", + "æ³ º", + "æ³ ĸ", + "æ³ «", + "æ³ ®", + "æ² ±", + "æ³ ¯", + "æĢ Ļ", + "æĢ µ", + "æĢ ¦", + "æĢ Ľ", + "æĢ ı", + "æĢ į", + "ã ¤", + "㤠ĺ", + "æĢ ©", + "æĢ «", + "æĢ ¿", + "å® ķ", + "ç© ¹", + "å® ĵ", + "è¯ ĵ", + "è¯ Ķ", + "è¯ ĸ", + "è¯ ĺ", + "æĪ ¾", + "è¯ Ļ", + "æĪ ½", + "éĥ ĵ", + "è¡ ©", + "ç¥ Ĩ", + "ç¥ İ", + "ç¥ ĩ", + "è¯ ľ", + "è¯ Ł", + "è¯ £", + "è¯ ¤", + "è¯ §", + "è¯ ¨", + "æĪ ķ", + "éĻ Ķ", + "å¦ ²", + "å¦ ¯", + "å§ Ĺ", + "å¸ ij", + "åŃ ¥", + "é© ½", + "èĻ ±", + "è¿ ¨", + "ç» Ģ", + "ç» ģ", + "ç» Ĥ", + "é© ·", + "é© ¸", + "ç» ī", + "ç» Į", + "éª Ģ", + "çĶ ¾", + "çı ı", + "çı IJ", + "çı ij", + "çİ ³", + "é¡ ¸", + "çı ī", + "çı Ī", + "æĭ ®", + "åŀ Ń", + "æĮ Ŀ", + "æĮ ŀ", + "åŀ ¤", + "èµ ³", + "è´ ²", + "åŀ ±", + "åŀ Į", + "åŀ §", + "åŀ ĵ", + "æĮ ¦", + "åŀ ł", + "èį ļ", + "èį ij", + "è´ ³", + "èį ľ", + "èİ Ĵ", + "èĮ ¼", + "èĮ ´", + "èĮ ±", + "èİ Ľ", + "èį ŀ", + "èĮ ¯", + "èį ı", + "èį ĩ", + "èį ĥ", + "èį ł", + "èĮ Ń", + "åŀ ©", + "èį ¥", + "èį ¦", + "èį ¨", + "èį ©", + "åī ĭ", + "èį ª", + "èį ¬", + "èį ®", + "æŁ °", + "æł ī", + "æŁ ĺ", + "æł Ĭ", + "æŁ ©", + "æŀ °", + "æł Į", + "æŁ Ļ", + "æŀ µ", + "æŀ ³", + "æŁ ŀ", + "æŁ Ŀ", + "æł Ģ", + "æŁ ¢", + "æł İ", + "æŁ Ī", + "æŁ ģ", + "æŀ ·", + "æŁ ½", + "åī Į", + "éħ Ĭ", + "éĥ ¦", + "çĶ Ń", + "çł Ĺ", + "çł ĺ", + "çł Ĵ", + "æĸ «", + "çł Ń", + "çł ľ", + "èĢ ·", + "èĻ º", + "æ® Ĥ", + "æ® ĩ", + "æ® Ħ", + "è½ ±", + "è½ ²", + "è½ ³", + "è½ ¶", + "è½ ¸", + "èĻ ¿", + "æ¯ ĸ", + "è§ ĩ", + "å° ľ", + "åĵ IJ", + "çľ Ħ", + "çľ į", + "ðł ³", + "ðł³ IJ", + "éĥ ¢", + "çľ ĩ", + "çľ Ĭ", + "çľ Ī", + "ç¦ º", + "åĵ Ĥ", + "åĴ ´", + "æĽ ·", + "æĺ ´", + "åĴ ¦", + "åĵ ĵ", + "åĵ Ķ", + "çķ İ", + "åij ²", + "èĥ Ħ", + "çķ ĭ", + "çķ Ī", + "èĻ ¼", + "èĻ »", + "çĽ ħ", + "åĴ £", + "åĵ ķ", + "åī IJ", + "éĥ §", + "åĴ »", + "åĽ ¿", + "åĴ ¿", + "åĵ Į", + "åĵ Ļ", + "åĵ ļ", + "åĴ ©", + "åĴ ¤", + "åĵ Ŀ", + "åĵ ı", + "åĵ ŀ", + "å³ £", + "ç½ ĺ", + "å³ Ĵ", + "å³ ¤", + "å³ ĭ", + "è´ ¶", + "éĴ ļ", + "éĴ ¡", + "éĴ £", + "éĴ ¤", + "éĴ «", + "æ° ¡", + "çī ¯", + "éĥ ľ", + "ç§ ķ", + "ç§ Ń", + "ç« ½", + "ç¬ Ī", + "ä¿ ¦", + "ä¿ ¨", + "ä¿ ħ", + "åı Ł", + "åŀ ¡", + "çī ®", + "ä¿ £", + "ä¿ ļ", + "çļ Ī", + "ä¿ Ł", + "éĢ ħ", + "å¾ ĩ", + "å¾ ī", + "èĪ ¢", + "éĥ Ĺ", + "ä¿ İ", + "éĥ ¤", + "çĪ °", + "éĥ Ľ", + "çĵ ´", + "èĥ ¨", + "èĥ ª", + "èĥ Ľ", + "èĥ Ĥ", + "èĥ Ļ", + "èĥ į", + "èĥ Ĺ", + "è ĥĿ", + "æľ IJ", + "èĥ «", + "é¸ ¨", + "åĮ į", + "çĭ ¨", + "çĭ ¯", + "é£ ij", + "çĭ ©", + "çĭ ²", + "è¨ ĩ", + "éĢ Ħ", + "æĺ Ŀ", + "é¥ ·", + "é¥ ¸", + "é¥ ¹", + "åŃ ª", + "å¨ Ī", + "åº ¥", + "çĸ ¬", + "çĸ £", + "çĸ ¥", + "çĸ Ń", + "åº ł", + "ç« ij", + "é£ Ĵ", + "éĹ ¼", + "éĹ ¾", + "éĹ ¿", + "éĺ Ĥ", + "ç¾ ij", + "è¿ ¸", + "ç± ¼", + "éħ ĭ", + "çĤ »", + "çĥ Ģ", + "çĤ ·", + "æ´ ±", + "æ´ ¹", + "æ´ §", + "æ´ Į", + "æµ ĥ", + "æ´ ĩ", + "æ´ Ħ", + "æ´ Ļ", + "æ¶ İ", + "æ´ İ", + "æ´ «", + "æµ į", + "æ´ ®", + "æ´ µ", + "æµ Ĵ", + "æµ Ķ", + "æµ ķ", + "æ´ ³", + "æģ ¸", + "æģ ĵ", + "æģ ¹", + "æģ «", + "æģ »", + "æģ Ĥ", + "æģ ª", + "æģ ½", + "å® ¥", + "æī ĥ", + "è¡ ²", + "è¡ ½", + "è¡ ¿", + "è¢ Ĥ", + "ç¥ ľ", + "ç¥ ĵ", + "ç¥ ļ", + "è¯ ®", + "ç¥ Ĺ", + "ç¥ ¢", + "è¯ °", + "è¯ ³", + "é¸ ©", + "æĺ ¶", + "åĴ «", + "å¼ Ń", + "çī ģ", + "èĥ ¥", + "éĻ Ł", + "å§ ®", + "å¨ Ĩ", + "å§ Ŀ", + "å§ £", + "å§ ĺ", + "å§ ¹", + "ç¾ ¿", + "çĤ ±", + "çŁ ľ", + "ç» Ķ", + "éª ģ", + "éª ħ", + "ç» Ĺ", + "ç» Ľ", + "éª Ī", + "èĢ ĸ", + "æĮ Ī", + "çı ¥", + "çı Ļ", + "é¡ ¼", + "çı °", + "çı ©", + "çı §", + "çı £", + "çı ŀ", + "çIJ ¤", + "çı ²", + "æģ ļ", + "åŁ ķ", + "åŁ ĺ", + "åŁ Ļ", + "åŁ ļ", + "æĮ ¹", + "èĢ Ĩ", + "èĢ Ħ", + "åŁ Ĵ", + "æį ĭ", + "è´ ½", + "åŀ ¸", + "æį ĥ", + "çĽ į", + "èį ¸", + "èİ ³", + "èİ ´", + "èİ ª", + "èİ ł", + "èİ ľ", + "èİ ħ", + "èį ¼", + "èİ ©", + "èį ½", + "èİ ¸", + "èį »", + "èİ ¨", + "é¸ ª", + "èİ ¼", + "æł ²", + "æł ³", + "æ¡ ¡", + "æ¡ İ", + "æ¡ ¢", + "æ¡ ¤", + "æ¢ ĥ", + "æł Ŀ", + "æ¡ ķ", + "æ¡ ģ", + "æ¡ §", + "æ¡ ħ", + "æł Ł", + "æ¡ ī", + "æł ©", + "éĢ ij", + "éĢ ĭ", + "å½ §", + "é¬ ²", + "è± ĩ", + "éħ IJ", + "éĢ ¦", + "åİ Ŀ", + "åŃ ¬", + "çł Ŀ", + "çł ¹", + "çł §", + "çł ·", + "çł Ł", + "çł ¼", + "çł ¥", + "çł £", + "åī ŀ", + "çł »", + "è½ ¼", + "è½ ¾", + "è¾ Ĥ", + "é¸ «", + "è¶ ¸", + "é¾ Ģ", + "é¸ ¬", + "èĻ Ķ", + "çľ ¬", + "åĶ Ľ", + "çľ Ļ", + "åĵ §", + "åĵ ½", + "æĻ ģ", + "é¸ ®", + "è¶ µ", + "è¶ ¿", + "çķ Ľ", + "èļ ¨", + "èļ ľ", + "èļ į", + "èļ ĭ", + "èļ ¬", + "èļ Ŀ", + "èļ §", + "åĶ ¢", + "åľ Ħ", + "åĶ £", + "åĶ ı", + "çĽ İ", + "åĶ ij", + "å´ Ĥ", + "å´ ĥ", + "ç½ ¡", + "ç½ Ł", + "è§ Ĭ", + "èµ ħ", + "éĴ ²", + "éĴ µ", + "éĴ ¹", + "éĴ º", + "éĴ ½", + "éĴ ¼", + "éĴ ¿", + "éĵ Ģ", + "éĵ Ħ", + "éĵ Ĩ", + "éĵ Ī", + "éĵ ī", + "éĵ Ĭ", + "éĵ ĭ", + "éĵ Į", + "é ĵį", + "ä ¥", + "ä¥ ½", + "éĵ İ", + "æ° ©", + "æ° ¤", + "æ° ¦", + "æ¯ ª", + "èĪ IJ", + "ç§ £", + "ç§ «", + "çĽ ī", + "ç¬ Ħ", + "ç¬ ķ", + "ç¬ Ĭ", + "ç¬ ı", + "ç¬ Ĩ", + "ä¿ ¸", + "ä¿ µ", + "åģ Į", + "ä¿ ³", + "ä¿ ¶", + "åĢ ¬", + "åĢ ı", + "æģ ģ", + "åĢ Ń", + "ä¿ ¾", + "åĢ ľ", + "éļ ¼", + "éļ ½", + "åĢ Į", + "åĢ ¥", + "èĩ ¬", + "éĥ «", + "åĢ ¨", + "è¡ Ħ", + "é¢ Ģ", + "å¾ ķ", + "èĪ «", + "è¡ ¾", + "èĥ ¯", + "èĥ ±", + "èĥ ´", + "èĥ Ń", + "èĦ į", + "èĥ ¼", + "èĦ Ĵ", + "é¸ ±", + "é¸ ²", + "çĭ ·", + "çĮ ģ", + "çĭ ³", + "çĮ ĥ", + "çĭ º", + "éĢ ĸ", + "æ¡ Ģ", + "é¥ ½", + "åĩ ĩ", + "æĮ Ľ", + "äº ³", + "çĸ ³", + "çĸ ´", + "çĸ ¸", + "çĸ ½", + "çĹ Ī", + "çĸ ±", + "çĹ Ĥ", + "çĹ ī", + "è¡ ®", + "é¢ ĥ", + "æģ £", + "æĹ Ĩ", + "æĹ Ħ", + "æĹ ĥ", + "éĺ ĥ", + "éĺ Ħ", + "è¨ ļ", + "éĺ Ĩ", + "æģ Ļ", + "ç² ij", + "çĥ ľ", + "çĥ ©", + "çĥ Ĭ", + "åī ¡", + "éĥ ¯", + "çĥ ¬", + "æ¶ ij", + "æµ ¯", + "æ¶ ŀ", + "æ¶ Ł", + "å¨ ij", + "æ¶ ł", + "æµ ŀ", + "æ¶ ĵ", + "æµ ¥", + "æ¶ Ķ", + "æµ ľ", + "æµ ł", + "æµ £", + "æĤ ļ", + "æ ĤŃ", + "æĤ Ŀ", + "æĤ Ĵ", + "æĤ Į", + "æĤ Ľ", + "çª Ī", + "åī ľ", + "è¯ ¹", + "è¯ ¼", + "è¢ Ĵ", + "è¢ ¢", + "è¯ ¿", + "è° Ģ", + "è° Ĥ", + "è° Ħ", + "è° ĩ", + "å± IJ", + "å± Ļ", + "éĻ ¬", + "åĭ IJ", + "å¥ ĺ", + "çī Ĥ", + "èļ ©", + "éĻ ²", + "å¨ Į", + "å¨ ī", + "å¨ ²", + "å¨ ´", + "å¨ £", + "å¨ ĵ", + "å© Ģ", + "çķ ļ", + "éĢ ¡", + "ç» ł", + "éª Ĭ", + "ç» ¡", + "éª ĭ", + "ç» ¦", + "ç» ¨", + "éª İ", + "éĤ ķ", + "é¸ ¶", + "å½ Ĺ", + "èĢ ľ", + "çĦ ĺ", + "èĪ Ĥ", + "çIJ ı", + "çIJ ĩ", + "éº ¸", + "æı ¶", + "åŁ ´", + "åŁ ¯", + "æį ¯", + "æİ ³", + "æİ ´", + "åŁ ¸", + "åŁ µ", + "èµ §", + "åŁ ¤", + "æį Ń", + "éĢ µ", + "åŁ Ŀ", + "åł ĭ", + "åł į", + "æİ ¬", + "é¸ ·", + "æį ½", + "æİ Ĭ", + "åł ī", + "æİ ¸", + "æį ©", + "æİ ®", + "æĤ «", + "åŁ Ń", + "åŁ ½", + "æİ ĩ", + "æİ ¼", + "èģ ĥ", + "èIJ ģ", + "èı ĺ", + "åł ĩ", + "èIJ ĺ", + "èIJ ĭ", + "èı ½", + "èı ĸ", + "è IJľ", + "èIJ ¸", + "èIJ ij", + "æ£ »", + "èı Ķ", + "èı Ł", + "èIJ ı", + "èı ¹", + "èı ª", + "èı ħ", + "èı Ģ", + "èı °", + "èı ¡", + "æ¢ ¿", + "æ¢ ı", + "è§ ĭ", + "æ¡ ´", + "æ¡ ·", + "æ£ ģ", + "æ¡ «", + "æ£ Ĥ", + "åķ ¬", + "éĥ ¾", + "æķ ķ", + "è± ī", + "éĦ Ħ", + "éħ ŀ", + "ç¡ İ", + "ç¡ Ń", + "ç¡ ĸ", + "ç¡ Ĺ", + "ç¡ IJ", + "ç¡ ĩ", + "ç¡ Į", + "é¸ ¸", + "çĵ ł", + "åĮ ı", + "åİ ©", + "æ® Ĵ", + "æ® ĵ", + "æ® į", + "èµ ī", + "éĽ ©", + "è¾ Ħ", + "åł ij", + "çľ Ń", + "çľ ¦", + "åķ §", + "æĻ ¡", + "æĻ ¤", + "çľ µ", + "åľ Ĭ", + "åĸ ı", + "åķ ī", + "åĭ ĸ", + "æĻ ŀ", + "åĶ µ", + "æĻ Ĺ", + "åķ Ń", + "çķ ¦", + "è¶ º", + "åķ ®", + "è· Ħ", + "èļ ¶", + "è ĽĦ", + "èĽ İ", + "èĽ Ĩ", + "èļ °", + "åľ ī", + "èļ ±", + "èĽ ī", + "èĽ ı", + "èļ ´", + "åķ ģ", + "åķ ķ", + "åĶ ¿", + "åķ IJ", + "åĶ ¼", + "åĶ ·", + "åķ ĸ", + "åķ µ", + "åķ ¶", + "åķ ·", + "åĶ ³", + "åĶ °", + "åķ ľ", + "å¸ »", + "å´ ļ", + "å´ ¦", + "å¸ ¼", + "å´ ®", + "å´ ¤", + "å´ Ĩ", + "èµ ĩ", + "èµ Ī", + "èµ Ĭ", + "éĵ ij", + "éĵ Ĵ", + "éĵ Ĺ", + "éĵ Ļ", + "éĵ Ł", + "éĵ ¡", + "éĵ ¢", + "éĵ £", + "éĵ ¤", + "éĵ §", + "éĵ ¨", + "éĵ ©", + "éĵ ª", + "éĵ «", + "éĵ ¯", + "éĵ °", + "éĵ ±", + "éĵ ³", + "éĵ µ", + "éĵ ·", + "çī ¾", + "é¸ ¹", + "ç§ ¾", + "éĢ ¶", + "ç¬ º", + "çŃ ĩ", + "ç¬ ¸", + "ç¬ ª", + "ç¬ ®", + "ç¬ ł", + "ç¬ ¥", + "ç¬ ¤", + "ç¬ ³", + "ç¬ ¾", + "ç¬ ŀ", + "åģ ¾", + "åģ ĥ", + "åģ ķ", + "åģ Ī", + "åĤ Ģ", + "åģ ¬", + "åģ »", + "çļ ij", + "çļ İ", + "é¸ »", + "å¾ ľ", + "èĪ ¸", + "èĪ »", + "èĪ ´", + "èĪ ·", + "é¾ Ľ", + "ç¿ İ", + "èĦ ¬", + "èĦ ĺ", + "èĦ ²", + "åĮ IJ", + "çĮ Ĺ", + "çĮ ¡", + "çĮ ŀ", + "æĸ Ľ", + "çĮ ķ", + "é¦ Ĺ", + "é¦ ĥ", + "é¦ Ħ", + "é¸ ¾", + "åº ¹", + "åº ¾", + "çĹ Ķ", + "çĹ į", + "ç¿ Ĭ", + "æĹ Į", + "æĹ İ", + "è¢ ¤", + "éĺ ĩ", + "éĺ Ī", + "éĺ ī", + "éĺ Ĭ", + "éĺ ĭ", + "éĺ į", + "éĺ ı", + "ç¾ Ł", + "ç² Ŀ", + "çĦ IJ", + "çĦ ĵ", + "çĦ Ĺ", + "æ· ħ", + "æ· ŀ", + "æ¸ İ", + "æ¶ ¿", + "æ· ĸ", + "æĮ ²", + "æ· ł", + "æ¶ ¸", + "æ¸ ij", + "æ· ¦", + "æ· Ŀ", + "æ¶ ª", + "æ· Ļ", + "æ¶ «", + "æ¸ Į", + "æĤ »", + "æĤ ±", + "æ ĥĿ", + "æĥ ĺ", + "æĥ Ĩ", + "æĥ ļ", + "æĥ ĩ", + "æĥ ®", + "çª ķ", + "è° Į", + "æī Ī", + "çļ ²", + "è° ij", + "è£ Ĩ", + "è¢ ·", + "è£ ī", + "è° Ĵ", + "è° Ķ", + "è° ķ", + "è° ĸ", + "è° Ĺ", + "è° Ļ", + "è° Ŀ", + "éĢ ¯", + "éĥ ¿", + "éļ Ī", + "ç² ľ", + "éļ į", + "éļ Ĺ", + "å© Ĭ", + "å¨ ¼", + "å© ¢", + "å© µ", + "èĥ ¬", + "è¢ Ī", + "ç¿ Į", + "æģ ¿", + "æ¬ ¸", + "ç» «", + "éª IJ", + "ç» ¯", + "ç» ±", + "éª Ĵ", + "ç» ²", + "éª ĵ", + "ç» ¶", + "ç» º", + "ç» »", + "ç» ¾", + "éª ĸ", + "ç¼ ģ", + "èĢ ł", + "çIJ «", + "çIJ µ", + "çIJ ¶", + "çIJ ¥", + "çIJ ¨", + "çIJ °", + "çIJ ®", + "çIJ ¯", + "çIJ ¬", + "çIJ ļ", + "è¾ ĩ", + "é¼ ĭ", + "æı ³", + "åł ŀ", + "æIJ ½", + "æı ¸", + "æı ł", + "åł Ļ", + "è¶ Ħ", + "æı ĸ", + "é¢ ī", + "å¡ Ħ", + "æı ¿", + "èĢ ĭ", + "æı Ħ", + "èĽ ©", + "èĽ °", + "å¡ Ĩ", + "æij Ĵ", + "æı Ĩ", + "æİ ¾", + "èģ Ĵ", + "èij ij", + "èij ļ", + "éĿ °", + "éĿ ¸", + "èij ³", + "èij º", + "èij ¸", + "èIJ ¼", + "èij ¶", + "è ĴĮ", + "èij Ń", + "æ¥ ®", + "æ £¼", + "æ¤ Ł", + "æ£ ¹", + "æ¤ ¤", + "æ£ °", + "èµ į", + "æ¤ ĭ", + "æ¤ ģ", + "æ¤ ª", + "æ¤ IJ", + "é¹ ģ", + "éħ ¤", + "éħ ¢", + "éħ ¡", + "é¹ Ĥ", + "æ® ļ", + "æ® Ľ", + "éĽ ±", + "è¾ ĭ", + "æ¤ ł", + "è¾ İ", + "çĿ Ħ", + "çĿ ĩ", + "çĿ ĥ", + "æĪ ¢", + "åĸ ĭ", + "åĹ Ĵ", + "åĸ ĥ", + "åĸ ±", + "åĸ ¹", + "æĻ ·", + "åĸ Ī", + "è· ĸ", + "è· Ĺ", + "è· ŀ", + "è· ļ", + "è· İ", + "è· ı", + "è· Ĩ", + "èĽ ±", + "èĽ ²", + "èĽ Ń", + "èĽ ³", + "èĽ IJ", + "èĽ Ķ", + "èĽ ŀ", + "èĽ ´", + "èĽ ĺ", + "åĸ ģ", + "åĸ Ł", + "åķ ¾", + "åĹ ĸ", + "åĸ ij", + "åĹ Ł", + "åĹ ŀ", + "åĸ Ļ", + "åµ ĺ", + "åµ ĸ", + "å´ ´", + "éģ Ħ", + "è© Ī", + "åµ İ", + "å µ¬", + "åµ Ľ", + "åµ ¯", + "åµ Ŀ", + "åµ «", + "å¹ Ħ", + "åµ ĭ", + "èµ ķ", + "éĵ »", + "éĵ ¼", + "éĵ ¿", + "éĶ ĥ", + "éĶ Ĩ", + "éĶ ĩ", + "éĶ ī", + "éĶ ı", + "éĶ ij", + "éĶ Ĵ", + "éĶ Ķ", + "éĶ ķ", + "æİ £", + "çŁ ¬", + "æ° °", + "æ¯ ³", + "æ¯ ½", + "çĬ Ĭ", + "çĬ Ħ", + "çĬ ĭ", + "é ¹Ħ", + "çĬ į", + "åµ ĩ", + "é» į", + "ç¨ ĥ", + "ç¨ Ĥ", + "çŃ ļ", + "çŃ µ", + "çŃ Į", + "åĤ £", + "åĤ Ī", + "èĪ Ħ", + "çī į", + "åĤ ¥", + "åĤ §", + "éģ ij", + "åĤ ©", + "å¾ ¨", + "åª Ń", + "çķ ²", + "å¼ ij", + "ç¿ ķ", + "é¹ Ĩ", + "èħ Ī", + "èħ ĵ", + "èħ Ĩ", + "èħ ´", + "èħ ļ", + "èħ ±", + "é± ¿", + "é² Ģ", + "é² Ĥ", + "çĮ ¢", + "çĮ ¹", + "çĮ ¥", + "é£ ĵ", + "è§ ŀ", + "è§ ļ", + "çĮ ±", + "é¢ İ", + "é£ §", + "é¦ ĩ", + "é¦ Ĭ", + "äº µ", + "èĦ Ķ", + "è£ Ĵ", + "çĹ £", + "çĹ ¨", + "çĹ ¦", + "çĹ ŀ", + "çĹ ¤", + "çĹ §", + "èµ ĵ", + "ç« ¦", + "çĵ ¿", + "åķ »", + "é¢ ı", + "é¹ ĩ", + "éĺ ij", + "éĺ Ĵ", + "éĺ ķ", + "ç² ŀ", + "éģ Ĵ", + "åŃ ³", + "çĦ ¯", + "çĦ ľ", + "çĦ ±", + "é¹ Ī", + "æ¸ «", + "æ¹ ®", + "æ¹ İ", + "æ¹ ľ", + "æ¹ į", + "æ¹ «", + "æº ²", + "æ¹ Ł", + "æº Ĩ", + "æ¹ ²", + "æ¹ Ķ", + "æ¹ ī", + "æ¸ ¥", + "æ» ģ", + "æĦ ł", + "æĥ º", + "æĦ ¦", + "æĥ ´", + "æĦ Ģ", + "æĦ İ", + "æĦ Ķ", + "åĸ ¾", + "å¯ IJ", + "è° Ł", + "è£ ¢", + "è£ İ", + "è£ ¥", + "ç¥ ¾", + "è° ł", + "è° ¡", + "è° ¥", + "è° §", + "åŃ ±", + "å¼ ¼", + "å· ½", + "éª ĺ", + "åª ª", + "å· ¯", + "ç¿ ļ", + "çļ ´", + "éª Ľ", + "ç¼ Ĥ", + "ç¼ ĥ", + "ç¼ Ħ", + "å½ ĺ", + "ç¼ ĩ", + "ç¼ Ī", + "ç¼ Į", + "ç¼ ij", + "ç¼ Ĵ", + "ç¼ Ĺ", + "é£ ¨", + "èĢ ¢", + "çij ģ", + "çij Ĺ", + "çij Ħ", + "éģ ¨", + "éª ľ", + "éŁ «", + "é« ¡", + "å¡ ¬", + "éĦ ¢", + "è¶ Ķ", + "è¶ ij", + "æij ħ", + "æij ģ", + "èľ ĩ", + "æIJ ĭ", + "æIJ ª", + "æIJ IJ", + "æIJ Ľ", + "æIJ ł", + "æij Ī", + "å½ Ģ", + "æ¯ Ĥ", + "æIJ ¦", + "æIJ ¡", + "èĵ ģ", + "æĪ ¡", + "è ĵį", + "éĦ ŀ", + "èĵ IJ", + "èĵ ¦", + "é¹ ĭ", + "èĴ ½", + "èĵ ĸ", + "èĵ Ĭ", + "èĴ ¯", + "èĵ Ł", + "èĵ ij", + "èĴ º", + "èĵ ł", + "èĴ Ł", + "èĴ ¡", + "èĴ ¹", + "èĴ ´", + "èĴ Ĺ", + "èĵ ¥", + "æ¥ Ķ", + "æ¥ Ĥ", + "æ¥ Ŀ", + "æ¥ «", + "æ¥ ¸", + "æ¤ ´", + "æ§ Į", + "æ¥ ¯", + "çļ Ļ", + "æ¦ Ī", + "æ§ İ", + "æ¦ ī", + "æ¥ ¦", + "æ¥ £", + "æ¥ ¹", + "æ¤ ½", + "åī ½", + "éħ ©", + "èľ ĥ", + "ç¢ Ľ", + "ç¢ ĵ", + "ç¡ ¼", + "ç¢ ī", + "ç¢ ļ", + "ç¢ ĩ", + "ç¢ ľ", + "é¹ Į", + "è¾ ı", + "é¾ ĥ", + "é¾ ħ", + "è¨ ¾", + "ç² ²", + "çĿ ļ", + "åĹ ª", + "éŁ ª", + "åĹ ·", + "åĹ ī", + "çĿ ¨", + "çĿ ¢", + "éĽ İ", + "çĿ ¥", + "åĹ ij", + "åĹ «", + "åĹ ¬", + "åĹ Ķ", + "åĹ Ŀ", + "æĪ ¥", + "åĹ Ħ", + "çħ ¦", + "æļ Ħ", + "éģ ¢", + "æ ļĮ", + "è· ¬", + "è· ¶", + "è ·¸", + "è· IJ", + "è· £", + "è· ¹", + "èĽ ¸", + "èľ Ĭ", + "èľ į", + "èľ ī", + "èľ £", + "çķ ¹", + "èĽ ¹", + "åĹ ¥", + "åĹ ²", + "åĹ ³", + "åĹ Į", + "åĹ į", + "åĹ IJ", + "åĹ ¤", + "åĹ µ", + "ç½ ¨", + "åµ Ĭ", + "åµ ´", + "éª °", + "éĶ Ĺ", + "éĶ Ľ", + "éĶ ľ", + "éĶ Ŀ", + "éĶ ŀ", + "éĶ Ł", + "éĶ ¢", + "éĶ ¨", + "éĶ ©", + "éĶ Ń", + "éĶ ±", + "éĽ ī", + "æ° ²", + "çĬ ı", + "æŃ ĥ", + "ç¨ ŀ", + "ç¨ Ĺ", + "ç¨ Ķ", + "çŃ ł", + "çŃ ¢", + "çŃ ®", + "çŃ ²", + "çī Ĵ", + "æķ «", + "å¾ Ń", + "æĦ Ĩ", + "èī Ħ", + "è§ İ", + "æ¯ ¹", + "è² Ĭ", + "è² ħ", + "è² ī", + "é¢ Ķ", + "èħ ł", + "èħ ©", + "èħ ¼", + "èħ Ń", + "è ħ§", + "å¡ į", + "åª µ", + "é² ħ", + "é² Ĩ", + "é² ĩ", + "é² Ī", + "é² ĭ", + "é² IJ", + "èĤ Ħ", + "é¹ IJ", + "é£ ķ", + "è§ ¥", + "éģ Ľ", + "é¦ IJ", + "é¹ ij", + "äº ¶", + "çĺ ĥ", + "çĹ ±", + "çĹ ¼", + "çĹ ¿", + "çĺ IJ", + "çĺ ģ", + "çĺ Ĩ", + "éº Ĥ", + "æŃ Ĩ", + "æĹ Ĵ", + "éĺ ĸ", + "éĺ Ĺ", + "ç¾ §", + "è± ¢", + "ç² ³", + "çĮ ·", + "çħ ³", + "çħ ¨", + "çħ ħ", + "çħ Ĭ", + "çħ ¸", + "çħ º", + "æ» Ł", + "æº ±", + "æº ĺ", + "æ¼ Ń", + "æ» ¢", + "æº ¥", + "æº ½", + "è£ Ł", + "æº »", + "æº ·", + "æ» Ĺ", + "æ» «", + "æº ´", + "æ» ı", + "æ» ĥ", + "æ» ¦", + "æº ı", + "æ» Ĥ", + "æ» ĵ", + "æº Ł", + "æ» ª", + "æĦ «", + "æħ Ĭ", + "é² İ", + "éª ŀ", + "çª ł", + "çª £", + "è£ ±", + "è£ ¨", + "è£ ¾", + "è£ °", + "ç¦ Ĭ", + "è° ©", + "è° ª", + "åª ¾", + "å« «", + "åª ²", + "å« Ĵ", + "å« Ķ", + "åª ¸", + "ç¼ Ļ", + "ç¼ ľ", + "ç¼ Ľ", + "è¾ Ķ", + "éª Ŀ", + "ç¼ Ł", + "ç¼ ¡", + "ç¼ ¢", + "ç¼ £", + "éª Ł", + "èĢ ¥", + "çĴ Ī", + "çij Ń", + "çį Ĵ", + "è§ ı", + "æħ Ŀ", + "å« ł", + "åı Ĩ", + "æij ½", + "å¢ ģ", + "æĴ Ĥ", + "æij ŀ", + "æĴ Ħ", + "ç¿ ¥", + "è¸ ħ", + "æij Ń", + "å¢ ī", + "å¢ Ĵ", + "æ¦ ĸ", + "ç¶ ¦", + "èĶ «", + "èĶ ·", + "éĿ º", + "éĿ ¼", + "éŀ ħ", + "éĿ ¿", + "çĶ į", + "èĶ ¸", + "èĶ Ł", + "èĶ º", + "æĪ ¬", + "èķ ĸ", + "èĶ »", + "èĵ ¿", + "æĸ ¡", + "é¹ ķ", + "èĵ ¼", + "æ¦ Ľ", + "æ¦ §", + "æ¦ «", + "æ¦ Ń", + "æ§ Ķ", + "æ¦ ±", + "æ§ ģ", + "æ§ ł", + "æ¦ ·", + "åĥ °", + "éħ ½", + "éħ ¹", + "ç¢ ¡", + "ç¢ ´", + "ç¢ £", + "ç¢ ²", + "èĩ §", + "è± ¨", + "æ® ¡", + "éľ ģ", + "èľ ļ", + "é¾ ĩ", + "é¾ Ī", + "ä ģ", + "äģ ĸ", + "çĿ ½", + "åĺ ŀ", + "åĺ Ī", + "åĺ Į", + "åĺ ģ", + "æļ Ŀ", + "è¸ Į", + "è¸ ī", + "èľ ŀ", + "èľ ¥", + "èľ ®", + "èĿ Ī", + "èľ ´", + "èľ ±", + "èľ ©", + "èľ ·", + "èľ ¿", + "èŀ Ĥ", + "èľ ¢", + "åĺ ¡", + "é¹ Ĺ", + "åĺ £", + "åĺ ¤", + "åĺ ļ", + "åĹ ¾", + "åĺ §", + "ç½ ´", + "ç½ ±", + "å¹ Ķ", + "å¶ Ĥ", + "å¹ Ľ", + "èµ Ļ", + "ç½ Ĥ", + "éª ·", + "éª ¶", + "é¹ ĺ", + "éĶ ²", + "éĶ ´", + "éĶ ¶", + "éĶ ·", + "éĶ ¸", + "éĶ µ", + "éķ Ĥ", + "çĬ Ĵ", + "ç® IJ", + "ç® ¦", + "ç® §", + "ç® ¸", + "ç® ¬", + "ç® ħ", + "ç® ª", + "ç® ľ", + "ç® ¢", + "ç® ĵ", + "åĥ ĸ", + "åĦ Ĩ", + "åĥ ³", + "åĥ Ń", + "åĬ ģ", + "åĥ ®", + "éŃ ĥ", + "éŃ Ĩ", + "çĿ ¾", + "èī ĭ", + "éĦ ±", + "èĨ Ī", + "èĨ ij", + "é² ij", + "é² Ķ", + "é² ļ", + "é² Ľ", + "é² Ł", + "çį IJ", + "è§ «", + "éĽ Ĵ", + "å¤ ¤", + "é¦ ij", + "éĬ ®", + "å¡ ¾", + "çĺ Į", + "çĺ Ĭ", + "çĺ ĺ", + "çĺ Ļ", + "æĹ ĸ", + "èĨ Ĥ", + "éĺ ļ", + "éĦ ¯", + "é² ŀ", + "ç² ¿", + "ç² ¼", + "ç³ ģ", + "æ§ Ĭ", + "é¹ ļ", + "çĨ ĺ", + "çĨ ¥", + "æ½ ¢", + "æ¼ ķ", + "æ» ¹", + "æ¼ ¯", + "æ¼ ¶", + "æ½ ĭ", + "æ½ ´", + "æ¼ ª", + "æ¼ ī", + "æ¼ ©", + "æ¾ ī", + "æħ µ", + "æIJ ´", + "çª ¨", + "å¯ ¤", + "ç¶ ®", + "è° ®", + "è¤ ¡", + "è¤ Ļ", + "è¤ ĵ", + "è¤ Ľ", + "è¤ Ĭ", + "è° ¯", + "è° °", + "è° ²", + "å± £", + "é¹ Ľ", + "å« ±", + "å« ĸ", + "å« ¦", + "å« ļ", + "å «ĺ", + "é¼ IJ", + "çŀ Ģ", + "é¹ ľ", + "éª ł", + "ç¼ ¥", + "ç¼ ¦", + "ç¼ §", + "ç¼ ¨", + "éª ¢", + "ç¼ «", + "èĢ ¦", + "èĢ §", + "çĴ ľ", + "çĴ İ", + "çĴ ģ", + "å¥ Ń", + "é« ¯", + "é« «", + "æĴ ·", + "æĴ ħ", + "èµ Ń", + "æĴ ¸", + "éĭ Ĩ", + "æĴ Ļ", + "æĴ º", + "å¢ Ģ", + "èģ ©", + "è§ IJ", + "éŀ ij", + "èķ Ļ", + "éŀ Ĵ", + "èķ Ī", + "èķ ¨", + "èķ ¤", + "èķ ŀ", + "èķ º", + "çŀ ¢", + "èķ ĥ", + "èķ ²", + "èµ ľ", + "æ§ ¿", + "æ¨ ¯", + "æ§ Ń", + "æ¨ Ĺ", + "æ¨ ĺ", + "æ§ ²", + "éĨ Į", + "éĨ ħ", + "éĿ ¥", + "éŃ ĩ", + "é¤ į", + "ç£ Ķ", + "ç£ Ļ", + "éľ Ī", + "è¾ ĺ", + "é¾ ī", + "é¾ Ĭ", + "è§ ij", + "çŀ Į", + "ç ŀĭ", + "çŀ ij", + "åĺ Ń", + "åĻ İ", + "åĻ ¶", + "é¢ Ļ", + "æļ ¹", + "åĻ ĺ", + "è¸ Ķ", + "è¸ Ŀ", + "è¸ Ł", + "è¸ Ĵ", + "è¸ ¬", + "è¸ ®", + "è¸ ¯", + "è¸ º", + "è¸ ŀ", + "èĿ ½", + "èĿ ¾", + "èĿ »", + "èĿ °", + "èĿ ®", + "è ŀĭ", + "èĿ ĵ", + "èĿ £", + "è Ŀ¼", + "åĺ ¬", + "é¢ ļ", + "åĻ į", + "åĻ Ļ", + "åĻ Į", + "åĻ Ķ", + "é¢ Ľ", + "å¹ ŀ", + "å¹ ¡", + "å¶ Ļ", + "å¶ Ŀ", + "éª º", + "éķ Ĭ", + "éķ ī", + "éķ Į", + "éķ ı", + "éķ Ĵ", + "éķ ĵ", + "éķ Ķ", + "ç¨ ·", + "ç® ´", + "ç¯ ij", + "ç¯ ģ", + "ç¯ Į", + "çī ĸ", + "åĦ ĭ", + "èĻ ¢", + "é¹ ŀ", + "èĨ ĺ", + "é² ł", + "é² ¡", + "é² ¢", + "é² £", + "é² ¥", + "é² §", + "é² ©", + "çį Ĺ", + "çį ł", + "è§ ¯", + "é¦ ĵ", + "é¦ Ķ", + "éº ¾", + "å» Ľ", + "çĺ Ľ", + "çĺ ¼", + "çĺ ¢", + "çĺ ł", + "é½ ij", + "ç¾ °", + "𥠻", + "𥻠Ĺ", + "ç³ Į", + "ç³ į", + "ç³ ħ", + "çĨ ľ", + "ç Ĩµ", + "æ¾ į", + "æ¾ Į", + "æ½ ¸", + "æ½ ¦", + "æ½ ²", + "éĭ Ī", + "æ½ Ł", + "æ½ º", + "å¯ ®", + "çª ³", + "è° ³", + "è¤ ´", + "è¤ Ł", + "è¤ «", + "è° µ", + "çĨ ¨", + "å± ¦", + "åĭ °", + "æĪ ®", + "èĿ ¥", + "ç¼ ¬", + "ç¼ ®", + "ç¼ ¯", + "éª £", + "çķ ¿", + "èĢ ©", + "èĢ ¨", + "èĢ ª", + "çĴ Ł", + "éĿ Ľ", + "çĴ ł", + "çĴ ĺ", + "èģ ±", + "èŀ ¯", + "é« »", + "é« Ń", + "é« ¹", + "æĵ Ģ", + "çĶ ı", + "æĵ ŀ", + "ç¸ ł", + "ç£ ¬", + "é¢ ŀ", + "èķ »", + "é¢ Ł", + "èĸ ¤", + "èĸ ¨", + "æª ł", + "èĸ ı", + "èĸ ®", + "èĸ ľ", + "èĸ ħ", + "æ¨ ¾", + "æ© Ľ", + "æ© ĩ", + "æ¨ µ", + "æª İ", + "æ© ¹", + "æ¨ ½", + "æ¨ ¨", + "æ© ¼", + "å¢ ¼", + "æ© IJ", + "ç¿ ®", + "éĨ IJ", + "éĨ į", + "éĨ ļ", + "ç£ ²", + "èµ Ŀ", + "æ® ª", + "éľ ı", + "éĮ ¾", + "è¾ ļ", + "éģ ½", + "æ° ħ", + "çŀ Ł", + "çŀ ł", + "çŀ °", + "åļ Ħ", + "åļ Ĩ", + "åĻ ¤", + "æļ ¾", + "è¹ Ģ", + "è¸ µ", + "è¸ ½", + "è¹ ī", + "è¹ ģ", + "èŀ ¨", + "èŀ Ī", + "èŀ ħ", + "èŀ Ń", + "èŀ ł", + "èŀ Ł", + "åĻ ±", + "åĻ «", + "åĻ »", + "åĻ ¼", + "ç½ ¹", + "åľ ľ", + "ä ¦", + "ä¦ ĥ", + "éķ Ĺ", + "éķ ĺ", + "éķ ļ", + "éķ Ľ", + "éķ Ŀ", + "éķ ŀ", + "éķ ł", + "æ° ĩ", + "æ° Ĩ", + "ç© ij", + "ç¯ Ŀ", + "ç¯ ¥", + "ç¯ ¦", + "ç¯ ª", + "ç¯ Ļ", + "çĽ ¥", + "åĬ ĵ", + "ç¿ ±", + "éŃ ī", + "éŃ Ī", + "å¾ ¼", + "æŃ Ļ", + "èĨ ¦", + "èĨ Ļ", + "é² ®", + "é² ±", + "é² ³", + "é² ´", + "é² µ", + "é² ·", + "é² »", + "çį ´", + "çį Ń", + "çį ¬", + "éĤ Ĥ", + "é¹ §", + "å» ¨", + "èµ Ł", + "çĺ °", + "å» ª", + "çĺ ¿", + "çĺ µ", + "çĺ ´", + "çĻ ĥ", + "çĺ ³", + "éº ĩ", + "éº Ī", + "å ¬´", + "å£ ħ", + "ç³ Ĺ", + "çĶ ij", + "çĩ İ", + "çĩ ł", + "çĩ Ķ", + "çĩ §", + "æ¿ ij", + "æ¿ ī", + "æ½ ŀ", + "æ¾ §", + "æ¾ ¹", + "æ¾ ¥", + "æ¾ ¶", + "æ¿ Ĥ", + "è¤ °", + "çª ¸", + "å¬ ĸ", + "çĬ Ł", + "éļ °", + "å¬ Ĺ", + "é¢ ¡", + "ç¼ ±", + "ç¼ ²", + "ç¼ ³", + "çĴ ©", + "çĴ ª", + "èŀ «", + "æĵ ¤", + "å£ ķ", + "è§ ³", + "ç½ Ħ", + "æĵ ¢", + "èĸ ¹", + "éŀ ¡", + "éŀ ¬", + "èĸ ·", + "èĹ ĵ", + "èĹ ģ", + "æª Ħ", + "æª ©", + "æĩ ĭ", + "éĨ ¢", + "ç¿ ³", + "ç¤ ħ", + "ç£ ´", + "é¹ ©", + "é¾ ĭ", + "é¾ Į", + "è± ³", + "å£ ij", + "é» »", + "åļ ı", + "åļ ħ", + "è¹ ij", + "è¹ Ĵ", + "è¹ Ĭ", + "è Ł¥", + "èŀ ¬", + "èŀ µ", + "çĸ ĥ", + "èŀ ³", + "èŁ ij", + "åļ ĵ", + "ç½ ½", + "ç½ ¾", + "å¶ ·", + "é» ľ", + "é» Ŀ", + "é« ģ", + "é« Ģ", + "éķ ¡", + "éķ ¢", + "éķ £", + "éķ ¦", + "éķ §", + "éķ ©", + "éķ ª", + "éķ «", + "ç½ ħ", + "ç° Į", + "ç¯ ¾", + "ç¯ ¼", + "ç° ĸ", + "ç° ĭ", + "é¼ ¢", + "åĦ ¡", + "é¹ ª", + "é¼ ¾", + "çļ ¤", + "éŃ į", + "é¾ ł", + "ç¹ ĩ", + "è² ĺ", + "éĤ Ī", + "è² Ķ", + "èĩ Į", + "èĨ »", + "èĩ Ĩ", + "èĩ ĥ", + "é² ¼", + "é² ½", + "é³ Ģ", + "é³ ĥ", + "é³ ħ", + "é³ ĩ", + "é³ Ĭ", + "èŀ ½", + "çĩ ®", + "é¹ «", + "ç³ ľ", + "ç¸ »", + "çĻ į", + "éº ĭ", + "æĩ ij", + "æ¿ ¡", + "æ¿ ®", + "æ¿ ŀ", + "æ¿ ł", + "æ¿ ¯", + "è¹ ĩ", + "è¬ ĩ", + "éĤ ĥ", + "è¥ ģ", + "æª Ĺ", + "æ ĵĺ", + "åŃ º", + "éļ ³", + "å¬ ·", + "èŁ Ĭ", + "é¹ ¬", + "éį ª", + "éı Ĭ", + "é¬ Ī", + "é¬ ĥ", + "çŀ ½", + "éŀ ¯", + "éŀ ¨", + "éŀ «", + "éŀ §", + "éŀ £", + "èĹ ľ", + "èĹ ł", + "éĨ ª", + "è¹ Ļ", + "ç¤ ĵ", + "çĩ ¹", + "é¤ ®", + "çŀ ¿", + "æĽ Ľ", + "é¢ ¢", + "èº ĩ", + "è¹ ļ", + "èŁ Ľ", + "èŁ ª", + "èŁ ł", + "èŁ ®", + "é¹ ®", + "é» ł", + "é» Ł", + "é« ħ", + "é« Ĥ", + "éķ ¬", + "éķ Ń", + "éķ ¯", + "é¦ ¥", + "ç° Ł", + "ç° ª", + "é¼ ¬", + "éĽ ł", + "èī Ł", + "é³ İ", + "é³ ı", + "é³ IJ", + "çĻ ŀ", + "çĻ Ķ", + "ç³ ¨", + "è¹ ©", + "éİ ı", + "éĤ ĭ", + "é¬ ı", + "æĶ ī", + "éŀ ²", + "éŀ ´", + "èĹ ¿", + "èĺ §", + "èĺ ħ", + "éĨ ®", + "éĨ ¯", + "éħ ĥ", + "éľ ª", + "éľ Ń", + "éľ ¨", + "é» ¼", + "åļ ¯", + "è¹ °", + "è¹ ¶", + "è¹ ½", + "è¹ ¼", + "è¹ ´", + "è¹ ¾", + "è¹ ¿", + "èł ĸ", + "èł ĵ", + "èŁ ¾", + "èł Ĭ", + "é» ¢", + "é« ĭ", + "é« Į", + "éķ ²", + "ç± Ģ", + "é½ ģ", + "éŃ ij", + "èī ¨", + "é³ ĵ", + "é³ Ķ", + "é³ ķ", + "é³ Ĺ", + "é³ Ļ", + "éı ĸ", + "ç¾ ¸", + "㸠Ĩ", + "çĢ £", + "çĢ Ľ", + "è¥ ¦", + "è° ¶", + "è¥ ŀ", + "éª ¥", + "ç¼ µ", + "çĵ Ĵ", + "æĶ ĺ", + "èĺ ©", + "èĺ ĸ", + "éĨ ´", + "éľ °", + "éħ Ĩ", + "çŁ į", + "èº ħ", + "é¼ į", + "å· ī", + "é» ©", + "é» ¥", + "é» ª", + "éķ ³", + "éķ ´", + "é» §", + "çº Ĥ", + "çĴ º", + "é¼ ¯", + "èĩ ľ", + "é³ ľ", + "é³ Ŀ", + "é³ Ł", + "çį ¾", + "åŃ Ģ", + "éª §", + "ç ĵĺ", + "é¼ Ļ", + "éĨ º", + "ç¤ ´", + "é¢ ¦", + "æĽ ©", + "é³ ¢", + "éº Ŀ", + "å¤ Ķ", + "çĪ Ŀ", + "çģ ı", + "ç¦ ³", + "éIJ ¾", + "ç¾ ¼", + "èł ¡", + "èĢ ±", + "é¹ ³", + "æ° į", + "é¥ ķ", + "èº IJ", + "é« ij", + "éķ µ", + "ç© °", + "é¥ Ķ", + "é¬ »", + "é¬ Ł", + "è¶ ±", + "æĶ «", + "æĶ ¥", + "é¢ §", + "èº ľ", + "é¼ ¹", + "çĻ ¯", + "èł ²", + "èł ¹", + "èº ŀ", + "è¡ ¢", + "çģ ŀ", + "è¥ »", + "çº Ľ", + "é¬ £", + "æĶ ®", + "åĽ Ķ", + "é¦ ķ", + "æĪ Ĩ", + "çĪ ¨", + "é½ ī", + "äº į", + "å° ¢", + "å½ ³", + "åį ¬", + "æ® ³", + "ðł Ļ¶", + "æ¯ Į", + "éĤ ĺ", + "æĪ ĭ", + "åľ ¢", + "æ° ķ", + "ä¼ ĭ", + "ä» Ŀ", + "åĨ ®", + "æ° ¿", + "æ± Ī", + "æ° ¾", + "å¿ ī", + "å® Ħ", + "𬣠Ļ", + "è® ±", + "æī ŀ", + "åľ ²", + "åľ «", + "èĬ ı", + "èĬ ĥ", + "æľ ³", + "æľ ¸", + "ð¨ Ļ", + "ð¨Ļ ¸", + "éĤ ¨", + "åIJ Ĵ", + "åIJ ĸ", + "å± ¼", + "å± ¾", + "è¾ ¿", + "éĴ Ĩ", + "ä» ³", + "ä¼ £", + "ä¼ Ī", + "çĻ ¿", + "çĶ ª", + "éĤ ł", + "çĬ ´", + "åĨ ±", + "éĤ ¡", + "ð¬ĩ ķ", + "æ± ĭ", + "ä ľ", + "äľ £", + "è® »", + "𬣠ŀ", + "åŃ ĸ", + "ð¬ĺ ĵ", + "çº ©", + "çİ Ĵ", + "çİ ĵ", + "çİ ĺ", + "çİ ļ", + "åĪ ¬", + "ð«Ń Ł", + "åĿ ľ", + "åĿ ī", + "æī ½", + "ð«Ń ¢", + "åĿ ĭ", + "æī º", + "㧠ij", + "æ¯ IJ", + "èĬ °", + "èĬ £", + "èĭ Ĭ", + "èĭ ī", + "èĬ ĺ", + "èĬ ´", + "èĬ ł", + "ð« ĩ", + "ð«ĩ Ń", + "èĬ ¤", + "æĿ ķ", + "æĿ Ļ", + "æĿ Ħ", + "æĿ §", + "æĿ ©", + "å° ª", + "å° ¨", + "è½ ª", + "ð«IJ Ħ", + "åĿ Ĵ", + "èĬ Ī", + "æĹ ´", + "æĹ µ", + "åij Ļ", + "ã ķ", + "ãķ ®", + "å² į", + "ð« µ", + "𫵠·", + "å² ł", + "å² ľ", + "åij ĩ", + "åĨ ı", + "è§ ĥ", + "å² Ļ", + "ä¼ ¾", + "ãij ĩ", + "ä¼ Ń", + "ä½ ĸ", + "ä¼ ²", + "ä½ ģ", + "é£ ı", + "çĭ ĥ", + "éĹ ¶", + "æ± §", + "æ± «", + "𣲠ĺ", + "𣲠Ĺ", + "æ² Ħ", + "æ² ĺ", + "ð¬ĩ Ļ", + "æ± Ń", + "ã³ ĩ", + "æ² ĩ", + "å¿ ®", + "å¿ ³", + "å¿ º", + "𬣠¡", + "ç¥ ĥ", + "è¯ ĩ", + "éĤ ²", + "è¯ İ", + "è¯ IJ", + "å± ĥ", + "ð« ¸", + "𫸠©", + "å² Ĭ", + "éĺ ½", + "ä¢ º", + "éĺ ¼", + "å¦ §", + "å¦ ĺ", + "ð¨ ļ", + "ð¨ļ ķ", + "çº ®", + "é© ²", + "ð«ĺ ľ", + "çº »", + "ð¬ĺ ĺ", + "ð«ĺ Ŀ", + "çº ¼", + "çİ ¤", + "çİ ŀ", + "çİ ±", + "çİ Ł", + "éĤ ½", + "éĤ ¿", + "åĿ ¥", + "åĿ °", + "åĿ ¬", + "åĿ ½", + "å¼ Ĩ", + "èĢ µ", + "ä¢ ¼", + "ð¦ Ń", + "ð¦Ń ľ", + "èĮ ĭ", + "èĭ §", + "èĭ ¾", + "èĭ ł", + "æŀ ħ", + "ãŃ İ", + "æŀ ĺ", + "æŀ į", + "çŁ ¼", + "çŁ »", + "åĮ ¼", + "𬨠Ĥ", + "ð¬Ģ ©", + "ð¬Ģ ª", + "æĹ ¿", + "æĺ Ħ", + "æĺ Ĵ", + "æĺ Ī", + "åĴ ī", + "åĴ ĩ", + "åĴ į", + "å² µ", + "å² ½", + "å² ¨", + "å² ŀ", + "å³ Ĥ", + "ã Ł", + "ãŁ ĥ", + "åĽ ·", + "𬬠©", + "éĴ IJ", + "éĴ Ķ", + "éĴ ĸ", + "çī ¥", + "ä½ ´", + "åŀ Ī", + "ä¾ ģ", + "ä¾ ¹", + "ä½ ¸", + "ä½ º", + "éļ ¹", + "ãij Ĭ", + "ä¾ Ĥ", + "ä½ ½", + "ä¾ ĺ", + "éĥ Ī", + "èĪ ł", + "éĥ IJ", + "éĥ ĥ", + "æĶ ½", + "èĤ Ń", + "èĤ ¸", + "èĤ ·", + "çĭ ī", + "çĭ Ŀ", + "é¥ ³", + "å¿ ŀ", + "çĤ Į", + "çĤ Ĩ", + "æ³ Ļ", + "æ² º", + "æ³ Ĥ", + "æ³ ľ", + "æ³ ĥ", + "æ³ ĩ", + "æĢ Ĭ", + "å³ ĥ", + "ç© ¸", + "ç¥ ĭ", + "ç¥ Ĭ", + "ð«į £", + "𬣠³", + "𬠩½", + "é¸ ¤", + "å¼ ¢", + "å¼ ¨", + "éĻ ij", + "𬮠¿", + "éĻ İ", + "𬯠Ģ", + "åį º", + "ä¹ ¸", + "å¦ Ń", + "å§ Ī", + "ð« °", + "ð«° Ľ", + "è¿ ³", + "åı ķ", + "𬳠µ", + "é© µ", + "𬳠¶", + "ä Į", + "äĮ ¹", + "é© º", + "ð«ł Ĭ", + "ç» ĭ", + "ç» IJ", + "çł ī", + "èĢ Ķ", + "ãĽ ĥ", + "çİ ¶", + "çı ĩ", + "çı ħ", + "ð¬į Ľ", + "çı ĭ", + "çİ ¹", + "çı Į", + "çİ ¿", + "éŁ ¨", + "åŀ ļ", + "åŀ ¯", + "åŀ Ļ", + "åŀ ²", + "åŁ ı", + "åŀ į", + "èĢ ĩ", + "é¿ į", + "åŀ İ", + "åŀ ´", + "åŀ Ł", + "åŀ ŀ", + "æĮ ĵ", + "åŀ µ", + "åŀ ı", + "æĭ ¶", + "èį ĸ", + "èį ģ", + "èį Ļ", + "èį Ľ", + "èĮ Ī", + "èĮ ½", + "èį Ħ", + "èĮ º", + "ð¬ľ ¬", + "èį ĵ", + "èĮ ³", + "𦠰", + "𦰠¡", + "èĮ Ľ", + "èį Ń", + "ãŃ ķ", + "æŁ ·", + "æŁ ĥ", + "æŁ Ĭ", + "æŀ ¹", + "æł IJ", + "æŁ ĸ", + "éĥ ļ", + "åī ħ", + "ä´ ĵ", + "è¿ º", + "åİ ĸ", + "çł Ĩ", + "çł ij", + "çł Ħ", + "èĢ ı", + "å¥ ĵ", + "ä ¶", + "ä¶ ®", + "è½ µ", + "è½ ·", + "è½ ¹", + "è½ º", + "æĺ º", + "𪠾", + "𪾠¢", + "æĺ ½", + "çĽ ·", + "åĴ ¡", + "åĴ º", + "æĺ ³", + "æĺ £", + "æĺ ¤", + "æĺ «", + "æĺ ¡", + "åĴ ¥", + "æĺ ª", + "èĻ ·", + "èĻ ¸", + "åĵ ĥ", + "å³ ĺ", + "èĢ ij", + "å³ Ľ", + "𪨠°", + "å³ Ĺ", + "å³ §", + "å¸ ¡", + "éĴ ĺ", + "ð«ĵ §", + "éĴ ľ", + "𬬠®", + "𬬠±", + "𬬠Ń", + "éĴ ª", + "éĴ ¬", + "éĴ Ń", + "çŁ §", + "ç§ ¬", + "ä¿ «", + "èĪ ģ", + "ä¿ ľ", + "ä¿ Ļ", + "ä¿ į", + "åŀ ķ", + "è¡ İ", + "èĪ £", + "å¼ ĩ", + "ä¾ ´", + "é¸ §", + "äı ¡", + "èĥ ł", + "ð¦ Ļ¶", + "èĥ Ī", + "èĥ ©", + "èĥ £", + "æľ ı", + "é£ IJ", + "è¨ Ħ", + "é¥ »", + "åº ¤", + "çĸ ¢", + "çĤ £", + "çĤ Ł", + "ã ¶", + "㶠²", + "æ´ Ń", + "æ´ ĺ", + "æ´ ĵ", + "æ´ ¿", + "ã³ ļ", + "æ³ ļ", + "æµ Ī", + "æµ ī", + "æ´ ¸", + "æ´ ij", + "æ´ ¢", + "æ´ Ī", + "æ´ ļ", + "æ´ º", + "æ´ ¨", + "æµ IJ", + "ã³ ĺ", + "æ´ ´", + "æ´ £", + "æģ Ķ", + "å® ¬", + "çª Ģ", + "æī Ĥ", + "è¢ Ĩ", + "ç¥ ı", + "ç¥ IJ", + "ç¥ ķ", + "åı ļ", + "éĻ §", + "éĻ ŀ", + "å¨ Ģ", + "å§ ŀ", + "å§ ±", + "å§ ¤", + "å§ ¶", + "å§ ½", + "æŀ ²", + "ç» ĸ", + "éª ĥ", + "ð¬ĺ ¡", + "𬳠½", + "ð¬ĺ ©", + "ð«Ħ §", + "å½ ĸ", + "éª ī", + "æģ Ŀ", + "çı ª", + "çı Ľ", + "çı ¹", + "çIJ Ĭ", + "çİ ¼", + "çı ĸ", + "ðª Ł", + "ðªŁ Ŀ", + "çı ½", + "çı ¦", + "çı «", + "çı Ĵ", + "ð¬į ¤", + "çı ¢", + "çı ķ", + "çı Ŀ", + "ð«Ń ¼", + "åŁ Ĺ", + "åŀ ¾", + "åŀ º", + "åŁ Ĩ", + "åŀ ¿", + "åŁ Į", + "åŁ ĩ", + "èİ °", + "èĮ Ŀ", + "ð¬ľ ¯", + "éĦ Ģ", + "èİ ¶", + "èİ Ŀ", + "äĵ ĸ", + "èİ Ļ", + "æł »", + "æ¡ ł", + "ð¬ Ĥ", + "ð¬Ĥ ©", + "æ¡ Ħ", + "æ¢ ł", + "æł ´", + "æ¢ ´", + "æł Ĵ", + "éħ İ", + "éħ ı", + "ð«ł Ĩ", + "çł µ", + "çł ł", + "çł «", + "çł ¬", + "ç¡ ģ", + "æģ §", + "ç¿ ĥ", + "éĥ ª", + "ð¨ IJ", + "ð¨IJ Ī", + "è¾ Ģ", + "è¾ ģ", + "ð¬ Į", + "ð¬Į Ĺ", + "åī ķ", + "èµ Ģ", + "åĵ ¢", + "æĻ ħ", + "æĻ Ĭ", + "åĶ Ŀ", + "åĵ ³", + "åĵ ±", + "åĨ Ķ", + "æĻ Ķ", + "æĻ IJ", + "çķ ĸ", + "èļ Ħ", + "èļ Ĩ", + "ð« ij", + "ð«ij ¡", + "å¸ ±", + "å´ ģ", + "å³ ¿", + "𪨠¶", + "å´ Ħ", + "å¸ ¨", + "å ´Ģ", + "èµ Ĩ", + "𬠬¸", + "éĴ ·", + "𬬠»", + "𬬠¹", + "𬬠¿", + "ð¬Ń ģ", + "çľ ļ", + "çĶ ¡", + "ç¬ «", + "åĢ »", + "åĢ ´", + "èĦ ©", + "åĢ ®", + "åĢ ķ", + "åĢ ŀ", + "ð« ¢", + "ð«¢ ¸", + "åĢ ĵ", + "åĢ §", + "è¡ ĥ", + "èĻ Ĵ", + "èĪ Ń", + "èĪ ¯", + "èĪ ¥", + "çĵ ŀ", + "é¬ ¯", + "é¸ °", + "èĦ İ", + "æľ ĵ", + "èĥ ²", + "èĻ ĵ", + "é± ½", + "çĭ ´", + "å³ ±", + "çĭ »", + "çľ ¢", + "ð«Ĺ §", + "åĭ į", + "çĹ Ħ", + "çĸ °", + "çĹ ĥ", + "ç« ĺ", + "ç¾ ĸ", + "ç¾ ĵ", + "æ¡ Ĭ", + "æķ ī", + "çĥ ł", + "çĥ Ķ", + "çĥ ¶", + "çĥ »", + "ð¬Ĭ Ī", + "æ¶ į", + "æµ ¡", + "æµ Ń", + "æµ ¬", + "æ¶ Ħ", + "æ¶ ¢", + "æ¶ IJ", + "æµ °", + "æµ Ł", + "æµ Ľ", + "æµ ¼", + "æµ ²", + "æ¶ ĺ", + "æĤ Ī", + "æĤ ĥ", + "æĤ ¢", + "ð¬Ĵ Ī", + "å® §", + "çª ħ", + "çª Ĭ", + "çª İ", + "æī ħ", + "æī Ĩ", + "è¢ ª", + "è¢ Ĺ", + "è¢ ¯", + "ç¥ §", + "éļ º", + "åł ²", + "çĸ į", + "𨠺", + "𨺠Ļ", + "éĻ ´", + "ç ĥĿ", + "çł ®", + "ãĽ ļ", + "åĵ ¿", + "ç¿ Ģ", + "ç¿ Ĥ", + "åī Ł", + "𬳠¿", + "ð«Ħ ¨", + "ç» ¤", + "éª į", + "ð¬ĺ «", + "ä Ĥ", + "äĤ ®", + "çIJ İ", + "çı ¸", + "çı µ", + "çIJ Ħ", + "çIJ Ī", + "çIJ Ģ", + "çı º", + "æİ Ń", + "åł İ", + "åł IJ", + "åŁ ¼", + "æİ İ", + "åŁ «", + "åł Į", + "æĻ ¢", + "ð« ®", + "ð«® ĥ", + "æİ ŀ", + "åŁ ª", + "å£ ¸", + "ãĻ į", + "èģ į", + "èı Ŀ", + "èIJ ļ", + "èı ¥", + "èİ ¿", + "äĵ «", + "åĭ ļ", + "äĵ ¬", + "èIJ Ĩ", + "èı Ĥ", + "èı į", + "èı ¼", + "èIJ £", + "äĵ ¨", + "èı ī", + "äĵ Ľ", + "æ¢ ¼", + "æ¢ ½", + "æ¡ ²", + "æ¢ ¾", + "æ¡ ¯", + "æ¢ £", + "æ¢ Į", + "æ¡ ¹", + "æķ Ķ", + "åİ £", + "ç¡ Ķ", + "é¿ İ", + "ç¡ Ļ", + "ç¡ ļ", + "ç¡ Ĭ", + "ç¡ į", + "åĭ Ķ", + "ä´ ķ", + "é¾ ģ", + "éĢ ´", + "åĶ ª", + "åķ «", + "ç¿ Ī", + "ã «", + "ã« °", + "æĻ Ļ", + "çķ ¤", + "𬱠ĸ", + "è¶ ¼", + "è· Ĥ", + "èĽ ĥ", + "èļ ²", + "ð¬Ł ½", + "èļ º", + "åķ ´", + "äİ ĥ", + "å´ §", + "å´ Ł", + "å´ ŀ", + "å´ Ĵ", + "å´ Į", + "å´ ¡", + "éĵ ı", + "ð«ĵ ¯", + "ð«Ł ¹", + "éĵ ķ", + "ð«Ł ¼", + "éĵ ĸ", + "éĵ ĺ", + "éĵ ļ", + "éĵ ŀ", + "éĵ ¥", + "éĵ ´", + "çī »", + "çī ¿", + "ç¨ Ĩ", + "ç¬ ±", + "ç¬ ¯", + "åģ °", + "åģ ¡", + "é¸ º", + "åģ Ń", + "åģ ²", + "åģ ģ", + "ã ¿", + "ã¿ ł", + "éĦ ħ", + "åģ ĵ", + "å¾ Ľ", + "è¡ Ĵ", + "èĪ ³", + "èĪ ²", + "é¸ ¼", + "æĤ Ĩ", + "éĦ ĥ", + "çĵ »", + "ä Ŀ", + "äĿ Ļ", + "èĦ ¶", + "èĦ ŀ", + "èĦ Ł", + "äı ²", + "é± ¾", + "çĮ ĩ", + "çĮ Ĭ", + "çĮ Ħ", + "è§ ĸ", + "ðł ħ", + "ðłħ ¤", + "åº ±", + "åº ¼", + "åº ³", + "çĹ ĵ", + "ä´ Ķ", + "ç« «", + "åł ĥ", + "éĺ Į", + "ç¾ Ŀ", + "ç¾ ķ", + "çĦ Ĩ", + "çĥ º", + "çĦ Į", + "æ· ı", + "ð¬ĩ ¹", + "æ· Ł", + "æ· ľ", + "æ· ´", + "æ· ¯", + "æ¹ ´", + "æ¶ ´", + "ð¬į ¡", + "ã ¥", + "㥠Ħ", + "æĥ Ľ", + "æĥ Ķ", + "æĤ °", + "æĥ Ļ", + "å¯ ģ", + "éĢ Ń", + "𬤠ĩ", + "ð«į ¯", + "è¢ ¼", + "è£ Ī", + "ç¥ ²", + "𬤠Ĭ", + "ð«į ²", + "è° ŀ", + "èī ´", + "å¼ ¸", + "å¼ ¶", + "𬯠İ", + "éļ ĥ", + "å© ŀ", + "å¨ µ", + "å© ¼", + "åª ĸ", + "å© ³", + "å© į", + "å© Į", + "å© «", + "å© ¤", + "å© ĺ", + "å© ł", + "ð¬ĺ ¬", + "ð¬ĺ Ń", + "𬴠Ĥ", + "ð«ĺ ¦", + "ç» ¹", + "ð«Ł ħ", + "ð¬ĺ ¯", + "éª ķ", + "ð«ĺ §", + "çµ ľ", + "çı ·", + "çIJ ²", + "çIJ ¡", + "çIJ Ł", + "çIJ Ķ", + "çIJ Ń", + "åł ¾", + "åł ¼", + "æı ķ", + "ãĻ ĺ", + "åł §", + "åĸ Ĩ", + "åł ¨", + "å¡ ħ", + "åł ł", + "çµ ·", + "𪠣", + "𪣠»", + "ð¡ İ", + "ð¡İ ļ", + "è ijľ", + "æĥ İ", + "èIJ ³", + "èij Ļ", + "éĿ ¬", + "èij ´", + "èĴ ĩ", + "èĴ Ī", + "éĦ ļ", + "èĴ ī", + "èĵ ĩ", + "èIJ ©", + "èij °", + "èij İ", + "éĦ ij", + "èĴ İ", + "èij ĸ", + "èĴ Ħ", + "èIJ ¹", + "æ£ ¤", + "æ£ ½", + "æ£ «", + "æ¤ ĵ", + "æ¤ ij", + "ð¬ ĥ", + "ð¬ĥ Ĭ", + "é¹ Ģ", + "æ¤ Ĩ", + "æ£ ĵ", + "æ£ ¬", + "æ£ ª", + "æ¤ Ģ", + "æ¥ Ĺ", + "𬠷", + "𬷠ķ", + "çĶ ¦", + "éħ ¦", + "è§ Į", + "å¥ ¡", + "çļ ķ", + "ç¡ ª", + "æ¬ ¹", + "è© Ł", + "ð«IJ IJ", + "è¾ Į", + "æ£ IJ", + "é¾ Ĥ", + "𬠹", + "𬹠¼", + "é» ¹", + "çī ļ", + "çĿ İ", + "æĻ «", + "æĻ ª", + "æĻ ±", + "ð §", + "𧠿", + "𧿠¹", + "èĽ ij", + "çķ ¯", + "æĸ Ŀ", + "åĸ ¤", + "å´ ¶", + "åµ ģ", + "ð« ¶", + "𫶠ĩ", + "å´ ¾", + "åµ ħ", + "å´ ¿", + "åµ ļ", + "ç¿ Ļ", + "ð«ĸ ®", + "åľ Į", + "åľ IJ", + "èµ ij", + "èµ Ĵ", + "é¿ ı", + "éĵ ¹", + "ð¬Ń Ĭ", + "éĵ ½", + "𨱠ĩ", + "ð«ĵ ¶", + "éĶ Ĭ", + "éĶ į", + "éĶ İ", + "ð¬Ń İ", + "éĶ ĵ", + "çĬ ĩ", + "é¢ ĭ", + "ç¨ Į", + "çŃ Ģ", + "çŃ ĺ", + "çŃ ľ", + "çŃ ¥", + "çŃ ħ", + "åĤ ĥ", + "åĤ ī", + "ç¿ Ľ", + "åĤ Ĵ", + "åĤ ķ", + "èĪ ¾", + "çķ ¬", + "ð«ĸ ¯", + "èĦ ¿", + "èħ ĺ", + "ä IJ", + "äIJ ĥ", + "èħ Ļ", + "èħ Ĵ", + "𬱠Ł", + "é² ĥ", + "çĮ °", + "ð« Ľ", + "ð«Ľ Ń", + "çĮ ¯", + "ã º", + "㺠Ħ", + "é¦ ī", + "åĩ ĵ", + "éĦ Ĺ", + "ð« ·", + "ð«· ·", + "å» ĭ", + "å» Ĩ", + "éĦ Į", + "ç² ¢", + "éģ Ĩ", + "æĹ IJ", + "𬮠±", + "çĦ ŀ", + "ð¬Ĭ ¤", + "æ¬ »", + "𣠸", + "𣸠£", + "æº ļ", + "æº ģ", + "æ¹ Ŀ", + "æ¸ °", + "æ¹ ĵ", + "ã ´", + "ã´ Ķ", + "æ¸ Ł", + "æº ł", + "æ¸ ¼", + "æº ĩ", + "æ¹ £", + "æ¹ ij", + "æº ŀ", + "æĦ IJ", + "æĦ ĥ", + "æķ ©", + "çĶ ¯", + "æ£ ¨", + "æī Ĭ", + "è£ £", + "ç¥ ¼", + "å© »", + "åª Ĩ", + "åª ŀ", + "ãĽ ¹", + "åª ĵ", + "åª Ĥ", + "åª Ħ", + "æ¯ µ", + "çŁ ŀ", + "𬴠ĥ", + "ð«ĺ ¨", + "ç¼ Ĭ", + "ç¼ IJ", + "éª Ļ", + "çij ĥ", + "çij ĵ", + "çij ħ", + "çij Ĩ", + "ä´ ĸ", + "çij ĸ", + "çij Ŀ", + "çij Ķ", + "çij Ģ", + "𤠧", + "𤧠Ľ", + "çij ³", + "çij Ĥ", + "å¶ ħ", + "çij ij", + "éģ ĺ", + "é« ¢", + "å¡ ¥", + "åł ½", + "èµ ª", + "æij Ľ", + "å¡ Ŀ", + "æIJ Ĵ", + "æIJ Į", + "èĴ ±", + "èĴ ¨", + "èĵ ı", + "èĶ Ģ", + "èĵ ¢", + "èĵ Ĥ", + "èĴ »", + "èĵ £", + "æ¤ ¹", + "æ¥ ª", + "æ¦ ĥ", + "æ¦ ħ", + "æ¥ Ĵ", + "æ¥ ©", + "æ¦ ĩ", + "æ¤ ¸", + "æ¥ Ļ", + "æŃ ħ", + "𬠪", + "𬪠©", + "ç¢ ĥ", + "ç¢ ı", + "ð¬Ĵ Ķ", + "ç¢ Ī", + "äĥ ħ", + "ç¡ ¿", + "éĦ ł", + "è¾ Ĵ", + "𬨠İ", + "ð«IJ ĵ", + "é¾ Ĩ", + "è§ ľ", + "ä £", + "ä£ ĺ", + "æļ ķ", + "é¹ į", + "ð« «", + "ð«« ĩ", + "㬠Ĭ", + "æļ ħ", + "è· ±", + "èľ IJ", + "èľ İ", + "åµ ²", + "èµ Ĺ", + "éª ±", + "éĶ ĸ", + "ð«ĵ ¹", + "éĶ ĺ", + "éĶ ³", + "éĶ §", + "éĶ ª", + "ð¬Ń ļ", + "éĶ «", + "éĶ ¬", + "ð¬Ń Ľ", + "ç¨ ij", + "ç¨ Ļ", + "ä ħ", + "äħ Ł", + "ð¬ ķ", + "ð¬ķ Ĥ", + "çŃ »", + "çŃ ¼", + "çŃ ¶", + "çŃ ¦", + "çŃ ¤", + "åĤ º", + "é¹ İ", + "åĥ ĩ", + "èī ħ", + "èī ī", + "è° ¼", + "è² Ĩ", + "èħ ½", + "èħ ¨", + "èħ ¯", + "é² ī", + "é² Ĭ", + "é² Į", + "ä² Ł", + "𬶠ĭ", + "𬶠į", + "é² ı", + "éĽ Ĭ", + "çĮ º", + "é£ Ķ", + "è§ Ł", + "ð¦ Ŀ¼", + "é¦ Į", + "è£ Ľ", + "å» Ĵ", + "çĺ ħ", + "éĦ ĺ", + "é¹ Ĵ", + "éĦ ľ", + "éº Ģ", + "éĦ £", + "éĺ ĺ", + "ð«Ķ ¶", + "çħ ģ", + "çħ ĥ", + "çħ ´", + "çħ ĭ", + "çħ Ł", + "çħ ĵ", + "æ» ł", + "æº į", + "æº ¹", + "æ» Ĩ", + "æ» ī", + "æº ¦", + "æº µ", + "æ¼ ·", + "æ» §", + "æ» ĺ", + "æ» į", + "æĦ Ń", + "æħ ¥", + "æħ Ĩ", + "å¡ ±", + "ð« ĮĢ", + "è £¼", + "ç¦ ĭ", + "ç¦ Ķ", + "ç¦ ĺ", + "ç¦ Ĵ", + "è° «", + "é¹ Ķ", + "ð«ĸ ³", + "æĦ į", + "å« Ħ", + "åª ±", + "æĪ ¤", + "åĭ ł", + "æĪ £", + "ð«ĺ ª", + "ð«ĺ ¬", + "ç¼ ŀ", + "èĢ ¤", + "çij §", + "ð« ŀ", + "ð«ŀ ©", + "çij ¨", + "çij ±", + "çij ·", + "çij ¢", + "æĸ ł", + "æij ı", + "å¢ ķ", + "å¢ Ī", + "å¢ IJ", + "å¢ ĺ", + "æij ´", + "éĬ İ", + "ð¡ IJ", + "ð¡IJ ĵ", + "å¢ ļ", + "æĴ ĸ", + "𪠤", + "𪤠Ĺ", + "éĿ ½", + "éŀ ģ", + "èĶ Į", + "èĶ Ī", + "èĵ °", + "èĶ ¹", + "èĶ Ĭ", + "åĺ ı", + "æ¦ °", + "æ¦ ij", + "æ§ ļ", + "ð£ Ĺ", + "ð£Ĺ ĭ", + "æ§ ľ", + "æ¦ į", + "çĸ IJ", + "𬸠ĺ", + "éħ º", + "éħ ¾", + "éħ ²", + "éħ ´", + "ç¢ ¶", + "äĥ İ", + "ð¬Ĵ Ĺ", + "ç¢ ¨", + "ð¥ Ķ", + "ð¥Ķ ²", + "ç¢ ¹", + "ç¢ ¥", + "åĬ Ĥ", + "ð«ļ ĸ", + "ä´ Ĺ", + "å¤ ¥", + "çŀ į", + "é¹ ĸ", + "㬠İ", + "è· ½", + "èľ ¾", + "å¹ ĸ", + "å¶ į", + "åľ Ļ", + "𨱠ı", + "éĶ º", + "éĶ ¼", + "éĶ ½", + "ð¬Ń ¤", + "éĶ ¾", + "éĶ ¿", + "éķ ĥ", + "éķ Ħ", + "éķ ħ", + "é¦ Ŀ", + "é¹ Ļ", + "ç® ¨", + "ç® ĸ", + "åĬ Ħ", + "åĥ ¬", + "åĥ ¦", + "åĥ Ķ", + "åĥ İ", + "æ§ ĥ", + "ãĻ ¦", + "é² Ĵ", + "é² ķ", + "ð«ļ ķ", + "é² ĸ", + "é² Ĺ", + "é² ĺ", + "é² Ļ", + "𬶠IJ", + "𬶠ı", + "ð ©½", + "𩽠¾", + "å¤ IJ", + "çį į", + "é£ Ĺ", + "𬸠ļ", + "åĩ ĺ", + "å» ij", + "å» Ļ", + "çĺ Ĺ", + "çĺ ¥", + "çĺ ķ", + "é² Ŀ", + "éĦ «", + "çĨ ĩ", + "æ¼ ¹", + "æ¼ ĸ", + "æ½ Ĩ", + "æ¼ ¤", + "æ½ ©", + "æ¼ ¼", + "æ¼ ´", + "ã ½", + "ã½ ı", + "æ¼ Ī", + "æ¼ ĭ", + "æ¼ »", + "æħ ¬", + "çª ¬", + "çª Ń", + "ã ®", + "ã® ¾", + "𬤠Ŀ", + "è¤ ķ", + "ç¦ Ľ", + "ç¦ ļ", + "éļ ©", + "å« ķ", + "å« Ń", + "å« ľ", + "å« ª", + "ð¬ ĻĤ", + "ã »", + "ã» ¬", + "éº ¹", + "çĴ Ĩ", + "æ¼ ¦", + "åı ĩ", + "å¢ £", + "å¢ ¦", + "å¢ ¡", + "åĬ IJ", + "èĸ ģ", + "èķ °", + "èĶ ĥ", + "é¼ Ĵ", + "æ§ ±", + "é¹ Ŀ", + "ç£ ı", + "ç£ ī", + "æ® £", + "æħ Ń", + "éľ ħ", + "æļ µ", + "æļ ²", + "æļ ¶", + "è¸ ¦", + "è¸ £", + "äĹ ĸ", + "èĿ ĺ", + "èĿ ²", + "èĿ ¤", + "åĻ ĩ", + "å ĻĤ", + "åĻ Ģ", + "ç½ ¶", + "å¶ ²", + "å¶ ĵ", + "ãł ĩ", + "å¶ Ł", + "å¶ Ĵ", + "éķ Ĩ", + "éķ Ī", + "éķ ĭ", + "éķ İ", + "ð¬Ń ©", + "éķ ķ", + "ç¨ ¹", + "åĦ ĩ", + "çļ ŀ", + "çļ Ľ", + "ä´ ĺ", + "èī İ", + "èī ı", + "é¹ Ł", + "𩾠ĥ", + "é² ¦", + "é² ª", + "é² ¬", + "æ© ¥", + "è§ Ń", + "é¹ ł", + "é¹ ¡", + "ç³ ĩ", + "ç³ Ī", + "ç¿ ¦", + "é¹ ¢", + "é¹ £", + "çĨ Ľ", + "æ½ ĸ", + "æ½ µ", + "ã µ", + "ãµ IJ", + "æ¾ Ĥ", + "æ¾ Ľ", + "çij ¬", + "æ½ ½", + "æ½ ¾", + "æ½ ı", + "æĨ Ń", + "æĨ ķ", + "𬸠£", + "æĪ Ń", + "è¤ ¯", + "ç¦ ¤", + "ð«į ½", + "å« ½", + "éģ ¹", + "𬴠Ĭ", + "çĴ ¥", + "çĴ ²", + "çĴ Ĵ", + "æĨ Ļ", + "æĵ IJ", + "éĦ ¹", + "èĸ ³", + "éŀ Ķ", + "é» ĩ", + "ð¬ ŀ", + "ð¬ŀ Ł", + "èķ Ĺ", + "èĸ ¢", + "èķ ¹", + "æ© ŀ", + "æ© ij", + "æ© ¦", + "éĨ ij", + "è§ ±", + "ç£ ¡", + "ð¥ ķ", + "ð¥ķ ¢", + "ç£ ľ", + "è± ®", + "ð«Ł ¦", + "𬺠Ī", + "ð«ł ľ", + "é¹ ¾", + "èĻ ¤", + "æļ ¿", + "æĽ Į", + "æĽ Ī", + "㬠ļ", + "è¹ ħ", + "è¸ ¶", + "äĹ Ľ", + "èŀ Ĺ", + "çĸ ģ", + "ãł ĵ", + "å¹ ª", + "𪠩", + "𪩠ĺ", + "å¶ ¦", + "ð¬Ń ¬", + "𨱠ij", + "ð¬Ń ¯", + "é¦ ŀ", + "ç© Ħ", + "ç¯ ļ", + "ç¯ ¯", + "ç° ī", + "é¼ ½", + "è¡ ł", + "çĽ ¦", + "èŀ £", + "ç¸ ¢", + "é² Ń", + "é² ¯", + "é² °", + "é² º", + "é² ¹", + "ð«Ĺ ´", + "äº ¸", + "çĻ Ģ", + "çĺ Ń", + "𬸠¦", + "ç¾ ±", + "ç³ Ĵ", + "çĩ ĭ", + "çĨ »", + "çĩ Ĭ", + "çĩ ļ", + "çĩ ı", + "æ¿ ©", + "æ¿ ĭ", + "æ¾ ª", + "æ¾ ½", + "æ¾ ´", + "æ¾ Ń", + "æ¾ ¼", + "æĨ ·", + "æĨ º", + "æĩ Ķ", + "é» ī", + "å¬ Ľ", + "é¹ ¨", + "ç¿ ¯", + "ð«Ħ ·", + "çĴ ±", + "𤠩½", + "çĴ ¬", + "çĴ ®", + "é« ½", + "æĵ ¿", + "èĸ ¿", + "èĸ ¸", + "æª ij", + "æ« Ĩ", + "æª ŀ", + "éĨ ¨", + "ç ¹Ħ", + "ç£ ¹", + "ç£ »", + "çŀ «", + "çŀ µ", + "è¹ IJ", + "èŁ ı", + "ã ĺ", + "ãĺ İ", + "ð¬Ń ³", + "éķ ¤", + "ð¬Ń ¶", + "ð«Ķ į", + "éķ ¥", + "éķ ¨", + "ð¬Ń ¸", + "𨱠Ķ", + "ð¬Ń ¼", + "ð«Ķ İ", + "çŁ °", + "ç© Ļ", + "ç© ľ", + "ç© Ł", + "ç° ķ", + "ç° ĥ", + "ç° ı", + "åĦ ¦", + "éŃ ĭ", + "æĸ ¶", + "èī ļ", + "𬸠ª", + "è° ¿", + "ä² ł", + "𬶠Ł", + "é² ¾", + "𬶠ł", + "é² ¿", + "é³ ģ", + "é³ Ĥ", + "é³ Ī", + "é³ ī", + "çį ¯", + "äĹ ª", + "é¦ ĺ", + "è¥ ķ", + "è¥ ļ", + "𬶠¨", + "èŀ ±", + "çĶ ĵ", + "å¬ ¬", + "å¬ ¥", + "ð¦ Ī", + "ð¦Ī ¡", + "ð«Ħ ¸", + "çĵ Ģ", + "éĩ IJ", + "é¬ ¶", + "çĪ ĩ", + "éŀ ³", + "éŀ ®", + "ð¬Ł ģ", + "èĹ Ł", + "èĹ ¦", + "èĹ ¨", + "é¹ ²", + "æª «", + "é» ¡", + "ç¤ ŀ", + "ç¤ Į", + "ð¥ ĸ", + "ð¥ĸ ¨", + "è¹ ¢", + "è¹ ľ", + "èŁ «", + "äĹ ´", + "åļ ļ", + "é« ĥ", + "éķ ®", + "éķ ±", + "éħ Ĥ", + "é¦ §", + "ç° ł", + "ç° Ŀ", + "ç° °", + "é¼ «", + "é¼ ©", + "çļ ¦", + "èĩ ij", + "ä² ¢", + "é³ ij", + "é³ Ĵ", + "é¹ ±", + "é¹ ¯", + "çĻ Ĺ", + "ð¦ Ĵ", + "ð¦Ĵ į", + "æĹ ŀ", + "ç¿ ·", + "åĨ ģ", + "äİ ĸ", + "çĢ Ķ", + "çĢ į", + "çĢ Į", + "è¥ ľ", + "ä´ Ļ", + "ð¬Ļ Ĭ", + "åļ Ń", + "ã °", + "ã° Ģ", + "é¬ ·", + "éĨ Ń", + "è¹ ¯", + "èł ĭ", + "ç¿ ¾", + "é³ ĺ", + "åĦ ³", + "åĦ ´", + "é¼ Ĺ", + "𬶠Ń", + "𩾠Į", + "é³ ļ", + "é³ Ľ", + "éº ij", + "éº ĸ", + "èł ĥ", + "å½ Ł", + "å¬ ¿", + "é¬ Ĵ", + "èĺ ĺ", + "æ¬ Ĥ", + "é Ĩµ", + "é¢ ¥", + "çĶ Ĺ", + "ð¨ Ł", + "ð¨Ł ł", + "å· ĩ", + "éħ ħ", + "é« İ", + "çĬ ¨", + "𬶠®", + "ð¨ Ń", + "ð¨Ń ī", + "㸠Į", + "çĪ Ķ", + "çĢ ±", + "çĢ ¹", + "çĢ ¼", + "çĢ µ", + "è¥ «", + "åŃ ħ", + "éª ¦", + "ð¬Ļ ĭ", + "èĢ °", + "𤠫", + "𤫠ī", + "çĵ ĸ", + "é¬ ĺ", + "è¶ ¯", + "𬺠ĵ", + "ç½ į", + "é¼ ±", + "é³ ł", + "é³ ¡", + "é³ £", + "çĪ Ł", + "çĪ ļ", + "çģ Ī", + "éŁ Ĥ", + "ç³ µ", + "èĺ ¼", + "ç¤ µ", + "é¹ ´", + "èº Ķ", + "çļ Ń", + "é¾ ¢", + "é³ ¤", + "äº ¹", + "ç± ¥", + "é¼ ·", + "ð«ļ Ń", + "çİ ĥ", + "éĨ ¾", + "é½ ĩ", + "è§ ¿", + "èł ¼", + "× §", + "× ¤", + "× Ľ", + "×ķ× ª", + "× ¡", + "×Ļ× Ŀ", + "× ¦", + "× Ĵ", + "× ĺ", + "×ķ× ¨", + "× Ŀ", + "×ķ× ľ", + "× ĸ", + "๠Ĥ", + "ï º", + "ðŁ į", + "ðŁ IJ", + "×Ļ× ¨", + "ï »", + "ðŁ ij", + "ðĿ IJ", + "ðŁ ı", + "ðŁ Ķ", + "ðŁ Į", + "ðŁ İ", + "ðŁ ĵ", + "× Ł", + "ðĿ ij", + "×ķ× ĵ", + "ï ¦", + "Ġ× ķ", + "×ķ× ij", + "à¸Ń à¸ĩ", + "ðĿ ĺ", + "×Ļ× ª", + "ðĿ ķ", + "à¸Ĺ ีà¹Ī", + "Ø§Ø ¦", + "ðŁ ¤", + "×ķ× Ł", + "ر ÙĬ", + "×Ļ× ľ", + "ร ะ", + "า ย", + "ï ¯", + "ï ®", + "า ม", + "â ĩ", + "ðŁ ¥", + "ï Ń", + "ðĿ Ļ", + "×ķ× ł", + "á ½", + "Ġ× Ľ", + "ðŁ ļ", + "â ļ", + "ï §", + "×ij ר", + "×Ļ× ł", + "á ´", + "Ġ× Ĺ", + "á ¼", + "ðĿ Ĺ", + "Ġ× ¢", + "×Ļ× Ķ", + "ãģ£ ãģŁ", + "ãģĵ ãģ¨", + "á ¸", + "ÙĬ ÙĨ", + "ãģª ãģĦ", + "ا ع", + "ภ¨", + "à¹Ī à¸ĩ", + "×Ļ× ĵ", + "×ŀ ש", + "á Ī", + "׳ ×Ļ", + "×Ļ× ij", + "ï ¥", + "ðĿ ĵ", + "Ġ× Ļ", + "× ļ", + "ั à¸ĩ", + "â ĵ", + "ï ¤", + "ĠاÙĦ Ø£", + "า à¸ģ", + "à¹ī à¸Ļ", + "à¹Ģ ร", + "×ķ× Ŀ", + "á ¹", + "ภ¶", + "×Ļ× §", + "ภĭ", + "à¸Ħ ร", + "ภĺ", + "ั à¸ģ", + "ðŁ ķ", + "ÙĪ ÙĨ", + "à¸Ń ย", + "â Ĭ", + "ðĿ Ĵ", + "ĠاÙĦ ع", + "า à¸Ļ", + "×Ļ× Ł", + "ÙĦ ÙĬ", + "×Ļ× ©", + "à¸Ľ ระ", + "à¹Ģ à¸Ľ", + "Ġ× ł", + "×ķ× ¡", + "ภł", + "Ùħ ÙĨ", + "×ķ× ¢", + "×ķ× ŀ", + "â Į", + "ðŁ §", + "à¹ĩ à¸Ļ", + "ภį", + "ã İ", + "á µ", + "ĠاÙĦ س", + "×ķ× §", + "ห ล", + "ðŁ ĩ", + "â ı", + "ðŁ ¦", + "Ġ×Ķ ×ŀ", + "ÙĪ ا", + "Ġ× ª", + "ר ×IJ", + "à¸Ń à¸Ļ", + "ภ©", + "à¹Ī ว", + "×ķ× ¦", + "í Ĺ", + "ã Ħ", + "ï ¨", + "ï ¹", + "â İ", + "ï ²", + "ðĿ ļ", + "ð IJ", + "à¸Ħ ว", + "ห à¸Ļ", + "Ġ× ¨", + "ب ÙĬ", + "ร à¹Į", + "ر ا", + "Ø´ ر", + "×ķ× Ĺ", + "×ķ× ¤", + "×ķ× ©", + "×ķ× Ĵ", + "í Ŀ", + "â Ľ", + "à¸ķ ิ", + "à¹Ģ à¸ģ", + "ï ³", + "ï ±", + "à¸Ķ à¹ī", + "ë ¹", + "ï ¬", + "á ¿", + "ðŁ Ľ", + "ðĿ ĸ", + "à¹Īา à¸ĩ", + "ู à¹ī", + "Ġ×Ķ ×IJ", + "ĠاÙĦ ØŃ", + "פ ר", + "ÙĪ Ùħ", + "à¹Ģ ล", + "í ĸ", + "×Ļ× ¢", + "ì Ī", + "í ĵ", + "ðŁ ħ", + "á ł", + "à¸Ħว าม", + "à¸Ī ะ", + "׳ ×Ķ", + "Ġ× §", + "ภŁ", + "à¹ī à¸ĩ", + "ห ม", + "ت Ùħ", + "׾ ×Ļ", + "ÙĬ د", + "à¹Ī à¸Ļ", + "׊ר", + "ש ר", + "à¹Ģ à¸Ĺ", + "×ŀ ר", + "ë ĸ", + "ع ÙĦ", + "×ŀ ×¢", + "â ²", + "׾ ×Ķ", + "Ġ× ¤", + "à¸Ń à¸ģ", + "س ÙĦ", + "×Ļ× ŀ", + "ÙĤ ÙĬ", + "í İ", + "ت ØŃ", + "×Ļ× ¡", + "×Ļ× Ĺ", + "í Ľ", + "ï °", + "â ½", + "á ī", + "á Ĭ", + "á ¨", + "Ùĩ ا", + "Ġ׾ ×Ķ", + "×ķ× IJ", + "Ùħ ا", + "à¹īà¸Ń à¸ĩ", + "ر ب", + "ĠاÙĦ ج", + "×ŀ ×ĵ", + "Ùħ ÙĦ", + "ت ر", + "à¹Ģ à¸Ķ", + "ק ר", + "í ħ", + "ì ¼", + "ê ¿", + "ã Ī", + "á IJ", + "ðŁ Ĺ", + "ê ¦", + "á ĭ", + "ðĿ Ķ", + "à¹Ģà¸Ľ à¹ĩà¸Ļ", + "à¹ĥ ห", + "ม า", + "ว à¹Īา", + "ม ี", + "ี à¹ī", + "à¹Ħม à¹Ī", + "ÙĨ ÙĬ", + "Ø ¤", + "ร า", + "×ķ ×Ļ", + "ãĤĪ ãģĨ", + "ิ à¸Ķ", + "×Ļ× ¤", + "׊׾", + "ÙĤ د", + "à¹Ģ ส", + "×Ļ× ĺ", + "à¸ģ ล", + "ר ׼", + "×ķ× Ľ", + "×Ļ× Ľ", + "ë Ī", + "ë ĥ", + "ðŁ ĸ", + "á ħ", + "â ¼", + "ã ī", + "à¹Ħ à¸Ķà¹ī", + "ת ×Ļ", + "×Ļ× IJ", + "ĠاÙĦ Ø¥", + "à¸ł า", + "ร ิ", + "ÙĤ Ø©", + "ØŃ Ø¯", + "ê »", + "ì ±", + "ת ×Ĺ", + "ì º", + "â ĭ", + "á Ħ", + "á ¾", + "â µ", + "â ¾", + "ĠÙĪ اÙĦ", + "׳ ×ķ", + "Ù Ģ", + "ÙĬ ا", + "à¸ģ à¹ĩ", + "×ŀ ×Ķ", + "ãģĦ ãĤĭ", + "ع د", + "ĠاÙĦ ÙĨ", + "Ġ×Ķ ש", + "Ø ¦", + "ั à¹īà¸ĩ", + "ร ัà¸ļ", + "ÙĪ ÙĤ", + "ãģ§ ãģį", + "à¹Ģ à¸ŀ", + "׼ ׾", + "×ĺ ר", + "ั à¸Ķ", + "à¸Ń า", + "ì ¢", + "à¸Ń à¸ļ", + "à¸ķ ร", + "à¹Ģ à¸Ĭ", + "ì Ķ", + "ãģĹ ãģ¾", + "ë ģ", + "ë ķ", + "ðŁ Ļ", + "â Ĵ", + "á ¶", + "à¹ģ ล", + "ÙĨ ا", + "à¹ĥห à¹ī", + "à¹Ħ à¸Ľ", + "× £", + "ั ว", + "า à¸ĩ", + "×ĵ ר", + "×ij ׾", + "פ ×Ļ", + "Ġ× ĵ", + "ĠاÙĦ Ùģ", + "à¹Ģ à¸Ĥ", + "ש ×Ķ", + "×IJ ר", + "ë ¬", + "ãģ« ãģª", + "ÑĢ о", + "ว ิ", + "Ùħ ر", + "×IJ ת", + "Ùĥ ر", + "س ب", + "ÙĨ ت", + "ãģĹ ãģĦ", + "ا ج", + "à¸Ń รà¹Į", + "Ùĥ ÙĦ", + "س Ùħ", + "ส ิ", + "×Ļ× ¦", + "ë Ŀ", + "í ľ", + "ì ī", + "á Ĩ", + "Ùĩ Ùħ", + "à¸Ļ ีà¹ī", + "ãģĤ ãĤĭ", + "ãģĦ ãģ¦", + "س ÙĬ", + "׾ ×IJ", + "د ر", + "ãģ ļ", + "ÙĪ ج", + "ĠاÙĦ Ø®", + "ص ر", + "í ı", + "à¹īา à¸ĩ", + "ุ à¸Ķ", + "×ķ× ĺ", + "×ij ×¢", + "í Ĩ", + "à¸Ĭ า", + "ร ม", + "ש ×ŀ", + "×ŀ ס", + "ê ´", + "ì ´", + "ë ľ", + "ì ¿", + "ì ©", + "ë »", + "â ¤", + "ðŁ Ĩ", + "á Į", + "á ķ", + "Ø° ا", + "à¸Ĺ ำ", + "à¸ķ à¹Ī", + "ĠاÙĦ ÙĤ", + "ÙĦ Ùĥ", + "ู à¹Ī", + "à¸Ħ ุ", + "ÙĬ Ùħ", + "׳ ×Ļ×Ŀ", + "ืà¹Ī à¸Ń", + "ÙĪ ع", + "ãĤ ĩ", + "ا ÙĤ", + "Ġ×ij ×¢", + "à¹Ģ ม", + "ج Ùħ", + "á» «", + "ãģĵãģ¨ ãģĮ", + "ب د", + "×ķ× Ķ", + "ש ׾", + "Ùĩ ر", + "à¹Ģ à¸Ļ", + "ãģ ¹", + "í ĭ", + "ì »", + "ì ½", + "ë Ń", + "ì Į", + "í Ģ", + "ë Į", + "ë º", + "ã Ĭ", + "à¹ĥ à¸Ļ", + "Ġ× Ĵ", + "๠Ĩ", + "à¸Ī าà¸ģ", + "ว ย", + "à¹ĥ à¸Ĭ", + "à¸ĩ าà¸Ļ", + "ĠاÙĦ Ø´", + "ا ØŃ", + "à¹īา à¸Ļ", + "ืà¹Ī à¸Ńà¸ĩ", + "×IJ ×Ļ", + "ب ÙĦ", + "ãģ¨ æĢĿ", + "׳ ס", + "ãģ¾ ãģĽ", + "Ùĥ ÙĨ", + "×¢ ר", + "ĠاÙĦ د", + "ש ת", + "í ŀ", + "Ùħ س", + "ص ÙĦ", + "×ķ׳ ×Ķ", + "ار Ø©", + "ÙĦ Ùħ", + "ส ม", + "Ø£ ÙĨ", + "ת ר", + "×IJ ×ŀ", + "ع ب", + "Ø® ت", + "ãĤ ĥ", + "ì ¡", + "ì £", + "ив а", + "ส ั", + "ึ à¸ģ", + "ì ¸", + "ë Ĩ", + "алÑĮ н", + "ì ³", + "ì į", + "ê ¼", + "ê ½", + "ì ı", + "ã Į", + "ã ı", + "ï ©", + "ê ª", + "á İ", + "Ġ× ĸ", + "à¸ģ ัà¸Ļ", + "×Ļ ×ķ", + "à¸Ħ à¸Ļ", + "׳ ×ķת", + "à¸ľ ูà¹ī", + "à¹ĥ à¸Ī", + "ãģĦ ãģŁ", + "Ùģ ر", + "×ĺ ×Ļ", + "צ ×Ļ", + "ãĤĤ ãģ®", + "ĠاÙĦ ص", + "ãģ¾ãģĽ ãĤĵ", + "د Ø©", + "×ij ×Ļ", + "ĠاÙĦ ر", + "Ġ×ŀ ×IJ", + "ส ำ", + "à¹Ģ ห", + "ع ر", + "ãģª ãģı", + "à¸ģร ะ", + "×ij ×ĵ", + "à¹Ģ à¸Ī", + "×Ļ× ļ", + "×Ĺ ×Ļ", + "ÙĬ ع", + "ש ×ij", + "ÙĨ Ø©", + "ÙĪ ض", + "ÙĦ Ùģ", + "ÙĢ ÙĢ", + "פ ×¢", + "í Ī", + "×ŀ ק", + "ภIJ", + "ØŃ Ø©", + "ا ص", + "Ñĭв а", + "à¸Ħ ม", + "ว ั", + "à¸Ľ ล", + "ì Ł", + "í ļ", + "ë ´", + "ë ij", + "ë ī", + "ë ĩ", + "ì ¨", + "ë ±", + "ë İ", + "â ¬", + "á ¥", + "á Ĺ", + "á Ľ", + "á į", + "Å ©", + "à¸Ķ ี", + "ô i", + "Ġ× ¡", + "׾ ×ķ", + "á»Ŀ i", + "à¸Ħุ à¸ĵ", + "â y", + "à¸Ļ า", + "×Ĺ ×ĵ", + "×ĵ ×Ļ", + "ห า", + "ج ÙĦ", + "à¹Ģ ว", + "ãĤĩ ãģĨ", + "Ùħ Ø©", + "ĠاÙĦ Ùĥ", + "Ġ×Ķ ×¢", + "ج ر", + "×ĸ ר", + "ا Ø·", + "׼ ת", + "×ķ׳ ×Ļ×Ŀ", + "ØŃ Ùħ", + "ê ¶", + "ر Ùĥ", + "Ġ׾ ×¢", + "×ķ× ĸ", + "ส ร", + "צ ׾", + "Ø ¢", + "ا ست", + "à¹Ī ม", + "Ø® ر", + "צ ×¢", + "×Ļר ×ķת", + "اد Ø©", + "Ø´ ار", + "×ŀ ×Ĺ", + "í Ĵ", + "à¹Ģร ีย", + "׊ק", + "Ø§Ø «", + "ร à¸ĩ", + "à¹Ģ à¸ķ", + "à¸Ī ำ", + "ภĿ", + "à¹Īา ย", + "à¸Ħ ล", + "ÙĤ ÙĪ", + "иÑĩеÑģ к", + "à¸ĵ à¹Į", + "ั ย", + "Ùħ ع", + "ë ¨", + "ë ¿", + "ë ®", + "ï ´", + "ì ¥", + "ì «", + "ë µ", + "á ¡", + "â į", + "ð ĵ", + "â °", + "à¸Ĥ à¸Ńà¸ĩ", + "Ù ĭ", + "à¸ģ ัà¸ļ", + "ãģ® ãģ§", + "à¹ī ว", + "à¸Ńย à¹Īาà¸ĩ", + "ãģ Ń", + "á»ĩ t", + "à¸ķ à¹īà¸Ńà¸ĩ", + "×ŀ ×Ļ", + "à¹ģ à¸ļ", + "×Ĵ ר", + "ÙĪ Ùģ", + "ÙĤ ÙĦ", + "à¸łà¸² à¸ŀ", + "ר ×Ļ", + "ล า", + "ÙĬ س", + "Ġ× ¦", + "ÙĬ Ùģ", + "Ġ× ĺ", + "à¸ľ ล", + "á ng", + "ร ว", + "Ġ×ŀ ש", + "×IJ ×ķת", + "×ĸ ×Ķ", + "ู à¸ģ", + "à¸Ļ ัà¸ģ", + "اÙĨ ÙĬ", + "د ا", + "ãģ ³", + "׼ ף", + "ãĤī ãĤĮ", + "ãĤĮ ãģ°", + "ת ק", + "ú c", + "ÙĪ ز", + "×Ļר ×Ķ", + "Ġn gh", + "án h", + "Ġ×ķ ×IJ", + "á» ħ", + "ส ุà¸Ķ", + "ë į°", + "ا ض", + "اÙĦ ÙĬ", + "ب ار", + "ع Ùħ", + "à¸ļ า", + "ت ج", + "à¸ŀ ร", + "×ķר ×Ķ", + "ả ng", + "Ø® ÙĦ", + "ภī", + "ắ c", + "ש ×Ļ×Ŀ", + "í Ķ", + "Ùģ س", + "×Ļ× Ĵ", + "п ÑĢ", + "ĠاÙĦ Ø«", + "س Ø·", + "ร ูà¹ī", + "ีà¹Ī ย", + "à¸Ń à¸Ķ", + "ãģª ãĤĬ", + "×Ĵ ×ĵ", + "ãģĦ ãģ¾ãģĹãģŁ", + "ס ק", + "Ø® ص", + "la ÅŁ", + "ен но", + "ب ØŃ", + "ส à¸Ļ", + "ภ®", + "ר×IJ ש", + "Ùħ ÙĪ", + "دÙĬ د", + "ษ า", + "×ķ× ļ", + "ãĥ§ ãĥ³", + "à¸ķ ุ", + "Ġê µ", + "ĠÑģв о", + "צ ×ij", + "à¸Ń ม", + "à¸Ľ ร", + "ت ع", + "×Ķ ת", + "اÙħ ÙĦ", + "×ŀ ׳", + "ç ¶ļ", + "ภ¤", + "í į", + "ë ĺ", + "ë ¤", + "ì ij", + "â ´", + "ã ĭ", + "Ġب اÙĦ", + "á»ģ u", + "ĠاÙĦ ÙĦ", + "à¸ķ ัว", + "Ø° Ùĩ", + "ึ à¸ĩ", + "à¹ĥà¸Ĭ à¹ī", + "á»ĵ ng", + "à¸Ļ ั", + "ม าà¸ģ", + "ãĥ Ł", + "×ŀ ×ķ", + "à¸Ĺ ย", + "á»Ļ i", + "Ạ±", + "ả o", + "à¹Ĥ à¸Ķ", + "×IJ ׾", + "ส าม", + "ÙĪ ب", + "à¸Ĺ ุ", + "ย ัà¸ĩ", + "×¢ ת", + "×ķ׳ ×ķת", + "à¸Ĥ ึ", + "à¸Ĥึ à¹īà¸Ļ", + "à¸ģ à¹Ī", + "Ạ«", + "á»ij c", + "ãģĹ ãĤĩãģĨ", + "á»ĭ ch", + "Ġ×IJ ×ķת", + "Ġש ×IJ", + "׼ ×ķ׾", + "á»Ļ c", + "ع Ø©", + "à¸Ĺ ี", + "à¹Ģ à¸Ń", + "Ùĥ ت", + "ãģ »", + "Ạ»", + "ìĹ ħ", + "à¸Ń à¸Ńà¸ģ", + "اÙĨ ت", + "à¹Ħ ร", + "Ġ×IJ ×Ĺר", + "Ø· ر", + "ÙĨ د", + "ื à¹īà¸Ń", + "Ø· ÙĦ", + "×IJ ×Ķ", + "uy ên", + "í ĸī", + "×ij ×Ķ", + "à¸Ħ à¹Ī", + "à¸Ĭ à¹Īว", + "ãģĤãĤĬ ãģ¾ãģĻ", + "ÙĬ ب", + "ק ׾", + "ãĥ Ļ", + "Ä ©", + "س ر", + "า ว", + "ãĤ ±", + "à¸ļ ริ", + "ר ×Ĵ", + "á»ĥ u", + "ØŃ Øª", + "×ķ×ŀ ×Ļ", + "ب ÙĨ", + "êµ IJ", + "ÄŁ u", + "ãģª ãĤĵ", + "×ij ק", + "Ġפ ר", + "ắ n", + "ØŃ ÙĦ", + "×ij ×Ĺ", + "ấ u", + "×ij ×ķ×ĵ", + "ãĥ ¯", + "Ġ׾ ק", + "ั à¸į", + "à¸ŀ ิ", + "×Ĺ ×Ķ", + "×ĸ ׼", + "ãĥ¼ãĥ ł", + "ÑĤ елÑĮ", + "×ŀ ×Ļ×ĵ", + "ÙĬ Ø®", + "Ạ³", + "ت ص", + "à¸ĺ ิ", + "è¾ ¼", + "ì ĵ", + "Ùĥ Ø©", + "ÙĤ ب", + "à¸Ħ à¹Į", + "à¹īา ย", + "à¸ĵ ะ", + "า ะ", + "ë Ĵ", + "ê ¾", + "ë ·", + "ì ĩ", + "ê º", + "ì ģ", + "ë Ģ", + "ì ¾", + "ë ½", + "ë ļ", + "ì Ń", + "ì İ", + "á ij", + "ë Ĺ", + "ê Ĵ", + "à ¡", + "à ¬", + "ðIJ Į", + "ã ĩ", + "ðĿ Ħ", + "Ġ׾ ×IJ", + "ãģ¨ ãģĦãģĨ", + "Ġn hi", + "×Ļ ×ķת", + "Ġש ×Ķ", + "à¹ģล à¹īว", + "Æ°á»Ľ c", + "à¸Ķà¹ī วย", + "à¸Ĺ าà¸ĩ", + "׳ ת", + "פ ת", + "à¹ģ à¸ķà¹Ī", + "Æ° ng", + "à¸Ńย ูà¹Ī", + "à¹ī ำ", + "Ġ×IJ ׾", + "Ùĥ Ùħ", + "ấ p", + "ล à¸ĩ", + "ãģŁ ãĤģ", + "×Ĵ ׾", + "ห ร", + "ĠÑĢ е", + "à¹Ģà¸Ĥ à¹īา", + "ÙĤ ر", + "Ġ×Ķ ס", + "ÙĪ ÙĬ", + "สาม าร", + "สามาร à¸ĸ", + "Äĥ n", + "à¸Ń ี", + "פ ×ķ", + "×Ļ׳ ×ķ", + "ว ัà¸Ļ", + "ặ c", + "íķ Ļ", + "×ŀ ת", + "ê u", + "Ạ¹", + "Ùģ ÙĬ", + "×ŀ צ", + "à¸Ħ า", + "ãģĿ ãģĨ", + "ãĢ ħ", + "ا ز", + "ا Ùĩ", + "ר ×Ļ×Ŀ", + "ấ n", + "ห าร", + "ạ t", + "ÙĨ Ùĩ", + "à¹Ģ à¸Ħร", + "ج Ùĩ", + "׼ ×Ļ", + "ắ t", + "à¸Ħ à¹īา", + "ر Ø©", + "ãĥ ı", + "Ùĥ ÙĪÙĨ", + "ứ ng", + "Ġìļ °", + "ย à¹Į", + "à¹Īว à¸Ļ", + "à¸ģ ำ", + "Ø« ر", + "Ñģ и", + "ĠاÙĦ Ø·", + "Ġ×Ķ צ", + "ĠØ ·", + "ĠاÙĦ ÙĪ", + "ê¹ Į", + "ØŃ ÙĬ", + "ار ات", + "à¹Ģ à¸ĭ", + "ب ا", + "г ÑĢ", + "ร ี", + "ืà¸Ń à¸Ļ", + "ع ت", + "ÙĤ اÙĦ", + "د Ùħ", + "Ø ¡", + "Ġ×ŀ ק", + "×ĵ ×Ļ×Ŀ", + "×¢ ׾", + "ãģ Ĵ", + "ëĭ ĺ", + "×¢ ×Ķ", + "Ġìĸ ´", + "Ñģ ÑĮ", + "ÙĤ Ø·", + "ãĥ Ľ", + "èĢĥ ãģĪ", + "à¹ģ à¸Ļ", + "ÙĪ ات", + "â u", + "ĠìĤ¬ ëŀ", + "ห ว", + "ĠاÙĦØ£ Ùħ", + "Ġ×Ķ ×ŀש", + "ب ÙĪ", + "à¸Ĭ à¸Ļ", + "ãĤĵ ãģ§ãģĻ", + "ว à¸Ļ", + "à¸ģร รม", + "×ŀ ×ķ×ĵ", + "Ùĥ اÙĨ", + "×ķ× £", + "ол ог", + "ت ÙĨ", + "à¸ķ à¹Į", + "ê² ĥ", + "ר ×ĺ", + "ừ ng", + "×ķ×ij ×Ķ", + "Ùħ ØŃ", + "ĠÐ §", + "פ ×Ĵ", + "ส à¸ĸ", + "ãģĭ ãĤĬ", + "ını z", + "à¹Ģ ย", + "ãĥ¼ ãĥ³", + "ãģĬ ãĤĬ", + "פ ש", + "ิ à¸ķ", + "Ø· ÙĨ", + "×Ļת ×Ļ", + "×IJ ׳", + "ç ek", + "ì ª", + "×ŀ ×ij", + "ศ า", + "ãĤ¹ ãĤ¿", + "à¸ļ ุ", + "×ĵ ×ijר", + "ãģĦ ãģı", + "ส ะ", + "à¹Ģ หล", + "ิ à¸ĩ", + "à¸ŀ ัà¸Ļ", + "ãģĦ ãģŁãģł", + "ãĤĤ ãĤī", + "à¹ī ม", + "ãģĵãģ¨ãģĮ ãģ§ãģį", + "าร à¹Į", + "ุ à¸ĩ", + "í ij", + "ì ¯", + "ë ¼", + "í Ĥ", + "ì ·", + "ê ¡", + "á ı", + "á Ĵ", + "ðĿ ľ", + "á ©", + "ðŁ Ħ", + "ðIJ ¤", + "Ġש ׾", + "Ġ×ŀ ×Ķ", + "à¹ģล ะ", + "Ġ׼ ׾", + "Ạ½", + "á»Ļ ng", + "Ø° ÙĬ", + "л е", + "× ¥", + "ãģª ãģ©", + "ĠÙĪ Ø£", + "หà¸Ļ à¹īา", + "ãģ¾ ãģ§", + "à¸ķà¹Ī à¸Ń", + "à¸Ĺ ัà¹īà¸ĩ", + "ãģł ãģij", + "à¹ģà¸ļ à¸ļ", + "à¹Ģร า", + "פ ׾", + "ãģŁ ãģĦ", + "à¹Ģล ย", + "ãģ£ãģ¦ ãģĦãĤĭ", + "ế p", + "ึ à¹Īà¸ĩ", + "ê ´Ģ", + "ê³ Ħ", + "׼ ×ķ", + "à¹Ģร ืà¹Īà¸Ńà¸ĩ", + "ק ×Ļ", + "êµ Ń", + "פ ס", + "ت ÙĬ", + "ãĥ Ħ", + "Ġ×Ķ ×Ĺ", + "г и", + "ר×IJ ׾", + "×ŀ ׾", + "ĠØ£ ÙĬ", + "Ġع ÙĦÙĬ", + "ãģĭ ãģ£ãģŁ", + "ש ×Ļ", + "д Ñĥ", + "×ŀ ף", + "׳ ×ĺ", + "׳ ×Ļת", + "mi ÅŁ", + "׼ ×Ŀ", + "Ġ×ij ר", + "Ġ׾ ×ij", + "ĠÐ Ľ", + "ç e", + "×ķ׳ ×Ļ", + "ãĤĪãģĨ ãģ«", + "פ ×ķר", + "ãĥ į", + "Ùĥ ÙĬ", + "×Ĺ ×ª", + "Ùģ ÙĦ", + "Ġ×Ķ ק", + "Ġ×Ķ ×ij", + "Ġ×ŀ ס", + "à¹Īา à¸Ļ", + "п еÑĢ", + "à¹Īา ว", + "Ġ×ij ×IJ", + "ĠÙĪ Ùĩ", + "à¸Ļ ำ", + "Ġ×ij ש", + "׳ ק", + "ãģ© ãģĨ", + "ש ×ķת", + "×ĵ ×Ķ", + "à¹Ģ à¸ļ", + "ÙĨ س", + "Ġìļ° 리", + "ส à¹Īวà¸Ļ", + "ล ัà¸ĩ", + "ج ز", + "Ġ×Ĺ ×Ļ", + "Ùĥ ثر", + "ล ะ", + "Ùĩ د", + "ĠÙĪ ب", + "اÙĦ Ùħ", + "à¹ģ ม", + "Æ¡ i", + "Ġ×ij ×Ĺ", + "ữ a", + "à¹Ģà¸Ĺ ศ", + "à¸ķ ัà¹īà¸ĩ", + "ог да", + "׾ ק", + "د د", + "สร à¹īาà¸ĩ", + "à¸Ĭ ี", + "Ùģ ض", + "à¹ģ ห", + "uy á»ĩn", + "ร ัà¸ģ", + "á»ĩ m", + "ส า", + "פ ק", + "ีย à¸ĩ", + "à¸ķ à¹Īาà¸ĩ", + "à¸Ħร ัà¹īà¸ĩ", + "ØŃ ÙĤ", + "à¹Ģ à¸Ńà¸ĩ", + "ائ ÙĬ", + "×ĺ ×¢", + "اÙĦ Ø©", + "ิ à¹Īม", + "ãĤ ½", + "د Ùī", + "Ġר ×IJ", + "ãģ£ ãģ¨", + "ãĥĥ ãĥĹ", + "ÙĬر Ø©", + "ê± ´", + "×ŀ ×IJ", + "×ķ ×ķ", + "ب ع", + "ãģ ²", + "ร าย", + "×ĵ ×Ŀ", + "ت Ùģ", + "à¸ķ à¸ģ", + "ạ ng", + "ãĤĴ è¦ĭ", + "à¸Ĭ ั", + "Æ°á» Ł", + "Æ°á»Ł ng", + "ج ب", + "×ķ×ŀ ר", + "ĠìĤ¬ëŀ Į", + "ó ng", + "ร ั", + "Ġ×Ķ ×ĸ", + "ר צ", + "Ġ×Ĺ ×ĵ", + "Ø° ÙĦÙĥ", + "×ķר ×Ļ", + "ãģ¡ ãĤĥ", + "Ùģ ع", + "Ġ׾ צ", + "á i", + "à¹ĩ à¸ļ", + "ãģ İ", + "à¸ģ ิ", + "ạ c", + "ë© °", + "ãģª ãĤĭ", + "×ķ׾ ×Ŀ", + "à¹ģ à¸Ĺ", + "×ķ× ¥", + "м еÑĤ", + "ü ÅŁ", + "ÑĢ Ñı", + "ภĴ", + "ÑģÑĤ оÑı", + "ع ÙĪد", + "Ùħ ار", + "Ø· Ø©", + "à¸ŀ ื", + "к ÑĢ", + "à¹ģ à¸ģ", + "à¹Ĥ รà¸ĩ", + "×ij ×Ļ×ĺ", + "ê² ł", + "×ķ׾ ×Ķ", + "ØŃ Ø±", + "ืà¹Ī à¸Ńà¸Ļ", + "×ķ×ij ר", + "׊ש", + "ãĥķãĤ ¡", + "×ŀ ×ĺ", + "ú t", + "Ġd ön", + "ắ ng", + "ëł ĩ", + "ẳ ng", + "ว à¸ģ", + "ص د", + "Ø® Ø·", + "à¸Ń ั", + "ãĤı ãĤĮ", + "سÙĦ اÙħ", + "à¹Ģร à¹ĩ", + "×Ļש ×Ļ", + "ج اÙĦ", + "ãģij ãĤĭ", + "à¸Ĭา à¸ķิ", + "ÙĪا ÙĤ", + "à¹Ĥ à¸Ļ", + "ãģ¦ ãģĹãģ¾", + "اع Ø©", + "ãĤŃ ãĥ£", + "à¸į า", + "ÙĦا ÙĤ", + "ิ à¸ģ", + "ĠÑģ ов", + "ÑĢаРº", + "×Ļ׳ ×Ļ", + "ü ÄŁ", + "Ã¼ÄŁ ü", + "ק ×ij", + "à¹Ī à¸Ńà¸ĩ", + "Ġger çek", + "à¸Ĺ ั", + "ов аниÑı", + "×ŀ ׼", + "س Ø©", + "×Ļ× £", + "le ÅŁ", + "Ùħ ؤ", + "ĠìĿ ĺ", + "à¸IJ าà¸Ļ", + "ĠÑģ об", + "Ġêµ Ń", + "×¢ צ", + "з в", + "ส à¸ĩ", + "ز ÙĦ", + "ãģı ãĤĮ", + "и ÑĢÑĥ", + "ت Ø£", + "п олн", + "ìĺ Ģ", + "ÙĨ Ø´", + "׼ ×IJ", + "Ùħ Ø´", + "à¸Ķ à¹Į", + "ÙĪ ÙĬÙĦ", + "à¹ģ à¸Ĥ", + "ãģ£ãģ¦ ãģĹãģ¾", + "но ÑģÑĤ", + "в л", + "Ùħ ÙĤ", + "را ج", + "å¤ ī", + "ë Ľ", + "â ¸", + "ì IJ", + "à »", + "á ļ", + "â »", + "ê Ļ", + "â §", + "ð Ĵ", + "ðĿ ĩ", + "Ġ×IJ ת", + "ĠÙĦ ÙĦ", + "ĠØ£ ÙĨ", + "Ġ×ķ ×Ķ", + "ãģ« ãģ¯", + "Ġ×Ļ ש", + "ت Ùĩ", + "ÃŃ nh", + "ÙĬ ات", + "Ġ×ij ×ŀ", + "à¸Ļั à¹īà¸Ļ", + "à¸Ļ à¹īำ", + "Ãł o", + "à¸ķ าม", + "ãģ® ãģ¯", + "d ır", + "Ġn ghi", + "ặ t", + "×ŀ ×Ļ×Ŀ", + "ãģ¦ ãģĦãĤĭ", + "Ġ×ij ת", + "หร ืà¸Ń", + "Ġس ÙĬ", + "ãģª ãĤī", + "à¹Ĥà¸Ķ ย", + "ı yor", + "à¸Ńี à¸ģ", + "á»ĩ nh", + "Ñĭ м", + "à¸Ĺุ à¸ģ", + "Ġ׾ ×Ĺ", + "Ġ×Ķ ר", + "Ġ×Ķ ×Ļ", + "à¸ŀ ระ", + "à¹Ģว ลา", + "ĠØ º", + "ẫ n", + "m Ä±ÅŁ", + "׼ ×Ķ", + "á»ij n", + "ãģ§ ãģĹãĤĩãģĨ", + "ãĥ ¢", + "à¸Ľ ี", + "ס ×Ļ", + "ãģĵ ãĤį", + "Ġ׾ פ", + "ร à¸ĸ", + "ê¸ Ī", + "à¸ģ วà¹Īา", + "ë ¬´", + "á»į ng", + "ãĤĵ ãģ§", + "ãĤĪãģĨ ãģª", + "á»ĵ i", + "ãĤ ¬", + "ส à¹Īà¸ĩ", + "×Ļ׳ ×Ķ", + "à¸ĸ ูà¸ģ", + "à¸Ī ัà¸Ķ", + "Ġ×Ķ ×Ĵ", + "ãĥ ľ", + "×ŀ ×ķת", + "ÙĪ Ùĥ", + "ëĭ ¨", + "ĠØ «", + "ãģ® ãģĮ", + "à¹Ģห à¹ĩà¸Ļ", + "ع ا", + "à¸Ļ ิ", + "Å ŀ", + "à¸Ń ะ", + "ãģĪ ãĤĭ", + "Ø« ÙĦ", + "ØŃÙħ د", + "à¹Ģà¸ģ ิà¸Ķ", + "פ שר", + "פ ×Ķ", + "ม ิ", + "ئ ÙĬس", + "à¸Ĺำ à¹ĥหà¹ī", + "×¢ ×ĵ", + "ìĭ ¤", + "à¸Ĭà¹Īว ย", + "ĠاÙĦÙħ ÙĨ", + "ز ÙĬ", + "ع ÙĬ", + "Ġ׼ ×IJ", + "ạ nh", + "á» ¹", + "ãĤĵ ãģª", + "ส ู", + "צ ר", + "Æ°á»Ľ ng", + "×ķ ×ķ×Ķ", + "à¹Ĥ ล", + "ĠاÙĦ Ùĩ", + "ว า", + "หล าย", + "Ñī е", + "à¸Ĥ à¹īà¸Ń", + "à¹īà¸Ń ย", + "ب Ø·", + "ка Ñı", + "ĠØ ¢", + "Ġи Ñģ", + "ĠاÙĦ غ", + "à¸ģ า", + "à¸Ļ à¹Īา", + "ÙĬ ÙĪ", + "×ij ×ķר", + "á»ħ n", + "ว à¸ĩ", + "×Ļ× ĸ", + "ì² Ń", + "н им", + "ëŁ °", + "×Ĵ ×ķר", + "ص ØŃ", + "ÙĦ ÙĪ", + "×Ĺ ×ķת", + "ส ุ", + "رÙĬ ÙĤ", + "ס ×ĺ", + "Ġ×ŀ ×¢", + "ãĥĨ ãĤ£", + "à¸Ħ ิà¸Ķ", + "ãĤį ãģĨ", + "à¹Ħ ล", + "à¸Ļ à¹Į", + "á»ı i", + "ÑģÑĤÑĢ о", + "ส à¸Ķ", + "ส าร", + "ÙĪÙĦ Ø©", + "ầ m", + "ร à¹Īว", + "รà¹Īว ม", + "ร ุ", + "ĠاÙĦس ÙĬ", + "ìĺ ģ", + "Ġ×ŀ ×ij", + "פ ×ĺ", + "à¸ķิ à¸Ķ", + "×ĺ ×Ļ×Ŀ", + "Ġë ¬´", + "ÙĤد Ùħ", + "Ġdü ÅŁ", + "ائ ÙĦ", + "м Ñĭ", + "ØŃ Ø³", + "ÙĪ ص", + "×Ļק ×Ķ", + "ãģ§ãģ¯ ãģªãģĦ", + "à¹Ģ หม", + "оÑĢ ÑĤ", + "í Ĩµ", + "ãģ IJ", + "к ÑĢа", + "ีย ว", + "ع ار", + "ئ Ø©", + "íĥ Ģ", + "ãģ«ãģª ãĤĬ", + "ج Ø©", + "ÙĪÙĤ ع", + "ÑĮ Ñı", + "×ķצ ×Ķ", + "ש ×Ŀ", + "ب ÙĤ", + "Ġ×Ļ ×Ķ", + "ÙĬ Ø·", + "ım ız", + "д еÑĢж", + "×Ļש ר×IJ׾", + "غ ÙĬر", + "ร à¸Ńà¸ĩ", + "à¹Ģรีย à¸Ļ", + "Ġ×Ķ ×ĺ", + "หม าย", + "Ùħ Ùĩ", + "اÙģ Ø©", + "Ġо ÑĢг", + "ÙĪ Ùī", + "ãĥ© ãĤ¤", + "×ŀ ׳×Ķ", + "ĠÄij o", + "Ġг оÑĢ", + "اÙħ Ø©", + "æ¥ ½", + "Ø« ÙĬر", + "à¸ģิ à¸Ī", + "á»ĵ n", + "ÙĨ ب", + "ÑĢÑĥ д", + "ìĹ Ī", + "Ġ×Ĺ ×ijר", + "ÑĢаР¶", + "ạ ch", + "ت ÙĪ", + "à¹Ĥ ม", + "×ij ×Ļ×ij", + "Ġí Ĩµ", + "aca ģı", + "جÙĦ س", + "à¹Ģà¸Ľ ล", + "ว à¸Ķ", + "à¸Ń ล", + "ãģŁ ãĤĬ", + "à¸Ľ ัà¸į", + "Ġìķ Į", + "عر Ùģ", + "à¹Ħ à¸Ł", + "Ø£ Ø®", + "å¤ļ ãģĦ", + "à¸Ķ ัà¸ĩ", + "Ø´ Ùģ", + "ãģ£ãģ¦ ãģĦãģ¾ãģĻ", + "׼ ×ł×¡", + "ÑĨ е", + "еÑģ п", + "Ùħ اÙħ", + "à¸ŀื à¹īà¸Ļ", + "иÑĩеÑģ ки", + "Ø® د", + "Ùĥ ÙĪÙħ", + "Ġ×Ķ ר×IJש", + "ت اب", + "é£Ł ãģ¹", + "ื à¸Ļ", + "оÑĢ о", + "Ġb öl", + "×ķ×Ĺ ×ĵ", + "دÙĬ ر", + "ắ m", + "د ع", + "ãģķ ãģĽ", + "à¸ĺ ร", + "à¸ĺร รม", + "ãģĭ ãĤĤ", + "å¤ļ ãģı", + "r ä", + "س ع", + "×Ļ׾ ×Ķ", + "ض ر", + "ĠاÙĦ شر", + "×ĸ ×ķר", + "×¢ ×ijר", + "ạ m", + "алÑĮ но", + "ر ÙĨ", + "اÙħ ج", + "׼ ×ļ", + "d ıģ", + "д ен", + "ض ا", + "ÙĦÙĬ Ùħ", + "Ġê·¸ 룬", + "تÙħ اع", + "ار ÙĬØ®", + "à¹Ĥ à¸ķ", + "ĠÑģ ÑĢед", + "Ġ׳ ×ķס", + "ÙĤ بÙĦ", + "оÑĤ ов", + "le ÅŁtir", + "Ġм еÑģÑĤ", + "سÙĦ Ùħ", + "Ġ×¢ צ", + "ĠاÙĦس ÙĦ", + "еÑĤ ÑĮ", + "اب Ø©", + "н ак", + "สà¸ĸ าà¸Ļ", + "Ġ×ij ׳", + "à¸ļ ัà¸Ļ", + "׼ ׳", + "Ġö ÄŁ", + "ãģ¨ è¨Ģ", + "uy ến", + "di ÄŁ", + "áºŃ u", + "ÑĢ аÑģ", + "ãĤ· ãĥ§ãĥ³", + "n ız", + "×ķ×ĵ ×Ķ", + "ت س", + "Ùħ اÙĦ", + "à¹Ģห à¸ķุ", + "ย ว", + "à¸ŀ ัà¸ģ", + "ãģĦ ãģªãģĦ", + "Ġк аÑĩ", + "ล à¹Į", + "ר׼ ת", + "ÅŁt ur", + "×ŀ ×ķס", + "ãģ ¥", + "б ол", + "عÙħ اÙĦ", + "×ķר ת", + "ÑĨи он", + "ศ ึà¸ģ", + "ภı", + "ÑĢ ен", + "اس ÙĬ", + "ائ ر", + "à¹Ĥ à¸Ľà¸£", + "Ġse ç", + "غ ÙĬ", + "Ñį ÑĤ", + "ен н", + "ãģª ãģ®", + "×Ļש ×Ķ", + "×Ļפ ×ķר", + "ãģŁãĤģ ãģ«", + "ز Ø©", + "Ġç oc", + "ãĤ¯ ãĥª", + "ÑĪ ен", + "ãĤı ãģij", + "رÙĬ د", + "ĠÑĢ аÑģÑģ", + "Ùĥ ات", + "ส à¸Ńà¸ļ", + "ce ÄŁi", + "ãĤ¿ ãĤ¤", + "à¸ļ ร", + "ĠاÙĦ بر", + "׳ ×ķ×¢", + "r ün", + "را ض", + "ศา ส", + "à¸ķ รà¹Į", + "ãģį ãģŁ", + "×ķ׾ ×ĵ", + "еÑĢ и", + "íĹ ĺ", + "ắ p", + "ت عÙĦ", + "Ùĥ د", + "иÑĤелÑĮ но", + "Ø· Ùģ", + "Ġав ÑĤом", + "Ġ×ŀ צ", + "ÑĪи Ñħ", + "ات Ùģ", + "ĠÑħ оÑĤ", + "Ùİ Ø§", + "ãģı ãĤĭ", + "×Ķ פ", + "à¹Ĥ à¸Ĺ", + "à¹ģ à¸ŀ", + "à¹Ī à¸Ńย", + "ĠاÙĦÙħ Ø´", + "à¸ģาร à¸ĵà¹Į", + "ани з", + "×Ķ ׾", + "ظ Ùħ", + "ย ุ", + "li ÄŁ", + "à¹Ħ à¸Ĥ", + "à¸ĸ ืà¸Ń", + "ö z", + "ãģij ãģ¦", + "à¹Ģ à¸ľ", + "ุ ม", + "ãĥĹ ãĥ¬", + "Ġ×Ķ×IJ ×Ĺר", + "خت ÙĦÙģ", + "ภİ", + "ÙĦا ØŃ", + "Ġdü zen", + "צ ×Ķ", + "س اء", + "×ķר ×ļ", + "×ķ×ĵ ×Ļ", + "ÑĢа ÑĦ", + "ÅŁt ır", + "ãģ« åħ¥", + "ãģĪ ãģ°", + "ص ÙĪÙĦ", + "ĠÐľ оÑģ", + "ا Ùĩر", + "ãģ£ ãģ", + "ĠлÑİ Ð±", + "×Ļ×¢ ×Ķ", + "Ġ×Ķ×ŀ ק", + "สิ à¸Ĺ", + "สิà¸Ĺ à¸ĺิ", + "×Ļ׳ ×Ŀ", + "ÙĦا Ùģ", + "à¸ŀัà¸Ļ à¸ĺ", + "×ķ×IJ ×Ķ", + "ม ั", + "à¸Ĥ à¸ĵะ", + "д оÑĢ", + "ãģ¨ ãģª", + "à¸ģระ à¸Ĺ", + "ac ı", + "×ķ׾ ×ķ×Ĵ", + "Ñĥ ÑĪ", + "ãĥ¥ ãĥ¼", + "ãĥ ¦", + "Ùħ ست", + "Ġa ÅŁ", + "ש ק", + "פ ת×Ĺ", + "าย à¸Ļ", + "í ĩ", + "ë ¢", + "ï ·", + "í ī", + "ì µ", + "ì ¬", + "ðĿ Ľ", + "ì Ĵ", + "ë Ļ", + "ê §", + "á ĸ", + "â ¨", + "â ±", + "á ĺ", + "ð ĸ", + "à ł", + "á Ķ", + "ðIJ Ń", + "ữ ng", + "Å© ng", + "Ġ×Ķ ת", + "ĠاÙĦ ا", + "Ġ×ŀ ת", + "à¸ĸ ึà¸ĩ", + "ò n", + "á»ĭ nh", + "нÑĭ м", + "Ġc ả", + "à¸Ķ ู", + "Ġ à¹ģà¸ķà¹Ī", + "Ġ×ij ×Ķ", + "ó i", + "ãģ¨ ãģĹãģ¦", + "ú ng", + "ĠØ °", + "Ġ×Ķ ׳", + "Ġب ÙĨ", + "ÙĦ اÙĦ", + "à¹Ħ à¸Ĺย", + "á»ĩ p", + "t ı", + "ม ัà¸Ļ", + "ằ ng", + "á»ij t", + "к ом", + "à¸ĭ ึà¹Īà¸ĩ", + "à¸Ħร ัà¸ļ", + "à¸ļ à¹īาà¸Ļ", + "ĠاÙĦ ÙĬ", + "l ü", + "ÙĪ س", + "ãģł ãģ£ãģŁ", + "à¹Ģ à¸ĩ", + "Ġê³ µ", + "н Ñĥ", + "ãĤĪ ãĤĬ", + "м Ñĥ", + "à¹Ģà¸Ĥ า", + "ãĤ Ģ", + "ни е", + "ãģ«ãģª ãĤĭ", + "áºŃ y", + "ĠÙĪ ا", + "ëł ¤", + "ש ×ķ", + "á p", + "×ĵ ×ķ", + "ãģ§ ãģĹãģŁ", + "ع ض", + "Ñģк ой", + "æĦŁ ãģĺ", + "ÑİÑĤ ÑģÑı", + "Ġ×Ļ ׼×ķ׾", + "ãĤĵ ãģł", + "в и", + "à¹Ģล à¹Īà¸Ļ", + "ìĿ´ ëĭ¤", + "ĠÙĦ Ùĩ", + "à¸Ħ ืà¸Ń", + "ت Ùĥ", + "Ùħ ÙĥÙĨ", + "a ģı", + "׳ ×ĵ", + "ë¯ ¼", + "à¹Ħ ว", + "สำ ห", + "สำห รัà¸ļ", + "Ñģл ед", + "t ır", + "ĠÙĦ ÙĬ", + "ĠاÙĦع ÙħÙĦ", + "×ij ×ķת", + "×ij ×Ļ×Ŀ", + "à¸Ħ ำ", + "à¹Ģà¸Ħร ืà¹Īà¸Ńà¸ĩ", + "lı ģı", + "ืà¸Ń à¸ĩ", + "ج د", + "íŀ Ī", + "ìĭ ¬", + "×¢ ×ķת", + "ส ิà¸Ļ", + "Ñĩ и", + "ر ض", + "à¹Ģà¸Ľ ิà¸Ķ", + "à¸Ħ à¹Īา", + "ìĦ ł", + "ÙĪر Ø©", + "ק ×ĺ", + "ìľ ł", + "ع ÙħÙĦ", + "×IJ ×Ļ×Ŀ", + "׾ ×Ļ×Ŀ", + "à¹ĥห à¸į", + "à¹ĥหà¸į à¹Ī", + "ừ a", + "á»į i", + "ãģ ¶", + "ÃŃ ch", + "ãĥĩ ãĤ£", + "×ķר ×Ļ×Ŀ", + "Ñģ о", + "ìķ ½", + "ов а", + "Ñĩ аÑģÑĤ", + "à¹Ģà¸Ī à¹īา", + "п ÑĢо", + "Ġ×ŀ ×Ĺ", + "ãĥ İ", + "×ķ×Ļ ×ķת", + "Ġд е", + "ë§ Ī", + "ì§ ģ", + "×Ļפ ×Ķ", + "ĠاÙĦع اÙĦÙħ", + "ë¥ ´", + "ר×IJ ×Ķ", + "uy á»ĥn", + "×¢ ×Ļ", + "ม ืà¸Ń", + "Ø¥ ÙĨ", + "ร ู", + "ĠØ ²", + "×Ļ ×ķ×Ŀ", + "à¸ķ à¹īà¸Ļ", + "ãģ¦ ãģĦãģ¾ãģĻ", + "Ùħ اÙĨ", + "ĠÐ ¥", + "à¸Ľà¸£à¸° à¹Ģà¸Ĺศ", + "á» ³", + "׾ ×ij", + "à¹Ģà¸Ķ à¹ĩ", + "ãģŁ ãģ¡", + "à¸Ĺี ม", + "à¸Ļ ะ", + "ìĹ °", + "Ġìł Ģ", + "ÙĦ Ùĩ", + "ợ i", + "ĠاÙĦ ز", + "د ار", + "ãĤ³ ãĥ³", + "м ин", + "à¹ģห à¹Īà¸ĩ", + "à¸Ķ ัà¸ļ", + "׼ ר", + "ж а", + "íĸ Ī", + "×ŀ ×ĸ", + "ợ i", + "à¸Ķ า", + "Ġع بد", + "à¹ģ ร", + "×IJת ר", + "×¢ ׳×Ļ", + "à¹Ģ à¸Ħ", + "×ķצ ר", + "ì§Ģ ë§Į", + "ائ Ùħ", + "Ø£ س", + "uy á»ģn", + "Ġ×IJ ׳", + "׊׳×ķ", + "×ĸ ×Ļ", + "ร à¹īาà¸Ļ", + "ĠÐł оÑģ", + "ĠÐłÐ¾Ñģ Ñģ", + "رب ÙĬØ©", + "t ür", + "ãĤĭ ãģĵãģ¨", + "ظ ر", + "б Ñĭ", + "à¸Ĺีà¹Ī สุà¸Ķ", + "Ġצ ר", + "èĩª åĪĨ", + "л аÑģ", + "ĠÑı в", + "ĠÑıв лÑı", + "à¸ŀร à¹īà¸Ńม", + "à¸Ńา à¸Ī", + "à¸ļริ à¸ģาร", + "Ġç ı", + "ëį ĺ", + "ĠاÙĦÙħ ست", + "ت Ø´", + "ש ×ķ×ij", + "ãĤ ´", + "Ġyap ıl", + "ĠاÙĦ Ø°", + "ุ à¹Īม", + "à¸ĸ à¹īา", + "ìĦ ¤", + "ì° ¨", + "в аÑĢ", + "à¹Ģà¸ŀ ิà¹Īม", + "Æ°á»Ľ i", + "Ùĥ س", + "à¸Ńย าà¸ģ", + "ãģ¦ ãĤĤ", + "Ġг од", + "ÙĬ ار", + "à¸ķ à¸Ńà¸Ļ", + "Ġиг ÑĢ", + "à¹Ħà¸Ķà¹ī รัà¸ļ", + "ĠاÙĦÙħ ر", + "ÙĤ ت", + "Ġë ĺ", + "Ġëĺ IJ", + "ẩ n", + "ãģĻãĤĭ ãģĵãģ¨", + "×Ĵ ×Ŀ", + "Ġ×ij ×ij", + "ت د", + "ÙĪ ار", + "ãĤ ®", + "п ол", + "Ġм ог", + "تر Ùĥ", + "ÙĪ Ø«", + "Ġç ık", + "ا Ø©", + "à¹Ģà¸Ķ ียว", + "มี à¸Ħวาม", + "Ġ×ŀ ×Ĵ", + "ص Ùģ", + "ĠТ ак", + "Ġ׼ ת", + "×Ļ×ĵ ×Ļ", + "ов оÑĢ", + "ầ y", + "สิ à¹Īà¸ĩ", + "ب ت", + "ür ü", + "ÙĨ ج", + "หล ัà¸ģ", + "×Ļ×Ķ ×Ŀ", + "ÙĤ ص", + "з Ñĭ", + "×Ľ×ª ×ij", + "Æ° u", + "m ız", + "ĠìĦ ¸", + "л ог", + "Ùħ ÙĬÙĦ", + "ÙĬ ج", + "íĴ Ī", + "à¸ŀ à¸ļ", + "ห ัว", + "з на", + "ר ק", + "à¹Ĥ ร", + "Ġ×ij ס", + "ĠBaÅŁ kan", + "ĠëĶ °", + "à¸Ń ัà¸Ļ", + "ีà¹Īย ว", + "н еÑģ", + "à¹Ģà¸Ķ ิà¸Ļ", + "ÙĬ اÙĨ", + "×ķ׾ ×Ļ", + "ا خت", + "צ ×ķת", + "ãģĵ ãģĵ", + "ĠاÙĦ اÙĨ", + "ĠпÑĢо ÑĨ", + "ãģ¾ ãģł", + "׼ ס", + "ĠاÙĦ Ø¢", + "ÙĬ ز", + "ĠاÙĦد ÙĪÙĦ", + "Ġíķĺ ëĤĺ", + "ض ع", + "ê» ĺ", + "ÅĽ wi", + "ย ิ", + "ãģ¡ãĤĥ ãĤĵ", + "ĠÙħ Ø´", + "à¸ĺ ี", + "ãģ¨ ãģį", + "׳×Ļ ×ķת", + "Ġë ¯", + "Ġë¯ ¸", + "Ġs ı", + "ëĭĪ ê¹Į", + "Ġп л", + "غ ÙĦ", + "à¹ģ รà¸ĩ", + "ب ÙĬر", + "ãģĤãĤĬ ãģ¾ãģĽãĤĵ", + "ê· ¼", + "Ġy üz", + "ĠdeÄŁ er", + "åł´ åIJĪ", + "á» ¡", + "м аÑĤ", + "รา à¸Ĭ", + "ÙĪر ÙĬ", + "ж ен", + "ãģ¾ ãĤĬ", + "ãģ® ä¸Ń", + "×Ļ×ĵ ×¢", + "à¸Ń ุ", + "à¸ļ à¸Ńล", + "à¸Ľà¸±à¸į หา", + "ز Ùħ", + "ÄŁ a", + "à¸Ń ืà¹Ī", + "à¸Ńืà¹Ī à¸Ļ", + "п л", + "Ġне обÑħодим", + "׼ ×ij", + "à¹Ģ ศ", + "קר ×Ķ", + "ì² ĺ", + "ëł ¨", + "×ŀק ×ķ×Ŀ", + "jÄħ c", + "Ùĩ ÙĦ", + "Ġ×¢ ×ij×ķ×ĵ", + "à¹Ħม à¹ī", + "à¸ģล ัà¸ļ", + "×ķ׼ ׾", + "ק ×ĵ", + "اÙĦ ÙĬØ©", + "ر Ùĩ", + "ãģij ãĤĮãģ°", + "ĠÙĨ Ùģس", + "ãĤ¢ ãĥ«", + "ìĹ Īëĭ¤", + "ק ×ķר", + "н еÑĢ", + "ب اب", + "ãĤ ¶", + "سب ب", + "ÙĦ ÙĬÙĦ", + "ص ÙĨ", + "ص در", + "ế m", + "à¸Ĭà¹Īว à¸ĩ", + "ØŃ ÙĨ", + "Ġ×ij ×Ĵ", + "×ŀ ×ķ×¢", + "׾ ×Ĺ", + "大 ãģį", + "ت ب", + "н еÑĤ", + "×Ļ×ij ×Ķ", + "б л", + "ãĥĹ ãĥª", + "اص Ø©", + "ãģ¤ ãģij", + "×Ļ×ŀ ×ķש", + "ãģĮ ãģĤ", + "ëĭ ´", + "ãģĭãĤĤ ãģĹ", + "ãģĭãĤĤãģĹ ãĤĮ", + "ãģ¡ ãĤī", + "×ij ×ĺ", + "Ġba ÄŁ", + "×Ļ×Ĺ ×¡", + "×ij ×ķ×¢", + "ล ี", + "פע ×Ļ׾", + "им и", + "g ÅĤ", + "Ġим е", + "خد اÙħ", + "×IJ ×Ļר", + "Ġy apt", + "ãģ¨ ãģĦ", + "à¸ĩ à¹Īาย", + "׾×Ļ ×ķ", + "ØŃد Ø«", + "را ÙĤ", + "ĠÄIJ i", + "اد ر", + "ãģĵãģ¨ ãĤĤ", + "×ij ×Ļר", + "Ġв з", + "ض اÙģ", + "ת ×ķ׼", + "ÑĢ ом", + "ر ات", + "à¹Ģà¸Ĺ à¹Īา", + "ãģĺ ãĤĥ", + "ãģĿ ãģĵ", + "اج تÙħاع", + "à¹īà¸Ń à¸Ļ", + "ÙĤ Ùħ", + "ë³ ¸", + "Ä ŀ", + "ש ×Ļ×ķ", + "×ij ׳×Ļ", + "ìľĦ ìĽIJ", + "à¹ģ à¸Ī", + "×Ĺ ×ķר", + "دÙĬ ÙĨØ©", + "ت Ø·", + "ằ m", + "ò a", + "ย à¸Ńà¸Ķ", + "Ġëĭ ¹", + "สุ à¸Ĥ", + "×ĵר ×ļ", + "د ÙĨ", + "س ÙĬÙĨ", + "ÙĪÙĤ Ùģ", + "ÑĨ Ñĭ", + "г оÑĤов", + "еж дÑĥ", + "à¸ŀ วà¸ģ", + "اÙĤ تص", + "اÙĤتص اد", + "cz ÄĻ", + "ni ÄĻ", + "ÑĢ еб", + "ØŃ ÙĪ", + "à¸Ĺ à¹Į", + "ãĤĪ ãģŃ", + "д ж", + "à¸ģล à¹Īาว", + "دÙĬ Ø«", + "ãĤ³ ãĥŁ", + "ÙĤ ÙĪÙħ", + "Ġت ØŃ", + "à¹Ģ à¸ķิ", + "اÙģ ظ", + "à¸Ī ุ", + "رÙĬ اض", + "×ŀש ×ļ", + "à¹Ĥ ย", + "еÑĢ е", + "ãģ¿ ãģŁãģĦ", + "ìĿ´ ëĿ¼", + "ĠاÙĦÙħ ÙĪ", + "ĠÑģÑĤ о", + "à¹Ģรà¹ĩ ว", + "Ġд еÑĤ", + "ĠÑģ дел", + "à¹Ģà¸Ĭ ืà¹Īà¸Ń", + "פ ׳×Ļ", + "ÙĪض ÙĪع", + "×ij ס", + "à¹ģ à¸Ķ", + "ó c", + "ริ ม", + "ÑĢаР´", + "ìĪ ł", + "ãĥ¼ãĤ º", + "ãģ« ãģĬ", + "и но", + "פ ×Ļ׾", + "à¸Ĭั à¹Īà¸Ļ", + "×Ĺ×ĵ ש", + "à¹Ģà¸Ļ ืà¹Īà¸Ńà¸ĩ", + "׳ ×Ļס", + "غ رب", + "ãĤ¸ ãĥ£", + "ส ัà¸ĩ", + "à¹Ģ à¸Ĺีà¹Ī", + "à¹Ģà¸Ĺีà¹Ī ยว", + "ëŁ ¼", + "à¹ģ à¸Ł", + "ãĥ¼ãĤ ·", + "ãĥ¼ãĤ· ãĥ§ãĥ³", + "Ġвоз мож", + "جÙħ ÙĪع", + "×ijר ×Ļ×Ŀ", + "ãĥĪ ãĥ©", + "ĠкаÑĩ еÑģÑĤв", + "Ø· ÙĬ", + "ÑĤ Ñı", + "צ ×ķ×¢", + "ÄŁ ını", + "ع ÙĦÙī", + "ا Ø°", + "ÙĪاÙĤ ع", + "Ùħ ÙĪا", + "ائ ÙĬÙĦ", + "к ол", + "á»ģ m", + "à¸ľà¸¥ ิà¸ķ", + "×Ļ׳ ×ĺר", + "س Ùĥ", + "ש ×Ļר", + "ศึà¸ģ ษา", + "à¸ļ ั", + "Ñĩ аÑģ", + "×ķפ ×Ķ", + "×Ļפ ×ķ׾", + "ĠاÙĦس اب", + "رÙĬ ب", + "ĠاÙĦ بÙĬ", + "ãĤ¹ ãĥĨ", + "Ñĩ ен", + "à¹ģ à¸ľ", + "Ġ׳ ש", + "ز ÙĬد", + "ØŃ Ø§Ø¯", + "ëį Ķ", + "رÙĪ ع", + "à¸Ĺุ à¸Ļ", + "ส มา", + "c zeÅĦ", + "×Ļ×ĵ ×Ķ", + "ãģ§ ãģĤ", + "Ġçoc uk", + "Ø® ب", + "à¸ļ าย", + "à¸Ľà¸£à¸° à¸Ĭา", + "×ŀש ׾", + "ãģª ãģĭ", + "à¸ģ าย", + "ãĥģ ãĥ£", + "аÑĢ и", + "ĠÑĩ а", + "à¸Ķ ำ", + "à¸Ĺั à¹Īว", + "Ñĥ Ñħ", + "Ġö z", + "Ġì¢ ĭ", + "ج رÙĬ", + "ائ ÙĤ", + "à¸ł ัย", + "Ø· ار", + "د ارة", + "Ä© nh", + "Ø« ÙĨ", + "zell ik", + "اÙĦ ت", + "Ġg eli", + "ãĥķãĤ ©", + "ол од", + "رب ع", + "שת ×ŀש", + "à¸ļร ร", + "íĿ ¬", + "Ġü rün", + "Ġê·¸ ëłĩ", + "ศาส à¸ķรà¹Į", + "ãģ ľ", + "×Ļ×ij ׾", + "ĠпÑĢед ÑģÑĤав", + "سط ÙĬÙĨ", + "ãĤĴ 使", + "Ġпом оÑī", + "×ķק ר", + "ãĥ¯ ãĥ¼", + "Ġyö net", + "×Ļק ר", + "à¸Ĥ า", + "еÑĢи ал", + "ØŃ Ùģ", + "Ġ×Ļ צ", + "à¸Ĺ ิ", + "å£ ²", + "à¸Ļ à¸Ńà¸ģ", + "×ķ׼ ר", + "íĻ ľ", + "ủ y", + "ĠاÙĦÙĤ ر", + "×Ļ×ij ×ķת", + "ÅĽ ni", + "Ùħ شار", + "ượ t", + "ĠÙĦ دÙĬ", + "ÑĤ ел", + "ĠØ¥ ÙĦÙĬ", + "عÙĦ ÙĪÙħ", + "ìķ ĺ", + "в иÑĤ", + "à¸Ħ ะ", + "yr ı", + "ãģ¨ ãģ£ãģ¦", + "à¹Ģ à¸ī", + "à¸ĸ าม", + "ÙĤ ار", + "عÙĦ اÙħ", + "ặ ng", + "Ùħ ÙĴ", + "×Ļ×ŀ ת", + "سب Ø©", + "ãĤ¯ ãĥ©", + "×ķס ×£", + "ĠпÑĢ ин", + "ãģĦ ãĤį", + "س اس", + "عت بر", + "วิ à¸Ĺย", + "วิà¸Ĺย า", + "س Ùĥر", + "ãĤ· ãĥ§", + "ãģ ģ", + "ัà¸ģ ษ", + "×ij ×ķ×Ķ", + "ห ย", + "ãģ¾ ãĤĮ", + "ĠоÑĢг аниз", + "каз ал", + "ĠÑģв Ñıз", + "uy ết", + "ĠпÑĢо из", + "Ġק ×ĺ", + "à¹ģà¸ģ à¹ī", + "п ÑĥÑģ", + "Ġê·¸ ê²ĥ", + "ëĬ IJ", + "л екÑģ", + "ãĥ¼ãĥ Ĺ", + "à¸ķ ำ", + "ת×Ĺ ×Ļ׾", + "à¸Ńà¸ĩ à¸Ħà¹Į", + "Ạµ", + "׳ צ", + "Ø£ Ø´", + "Ø´ Ùĩ", + "ย ะ", + "à¸ģ à¸İ", + "ĠاÙĦØ¥ سÙĦاÙħ", + "ед ÑĮ", + "ãģ² ãģ¨", + "ëıĦ ë¡Ŀ", + "ãģ© ãģ®", + "Ñĥ в", + "еÑĩ ение", + "ĠاÙĦت ج", + "ãģ« è¡Į", + "Ġп озв", + "ãĤı ãĤĬ", + "ÙĦ اث", + "íķĺ ìĺĢ", + "Ġм аÑĢ", + "Ġkon uÅŁ", + "ãĥ¬ ãĤ¹", + "ãĤĴ æĮģ", + "ĠоÑģ нов", + "×Ĺ ×ij", + "ÙĪج ÙĪد", + "פ ×ķף", + "в оÑĢ", + "Ġн ик", + "ãģĭ ãĤĭ", + "ÅŁtır ma", + "×Ļס ×ĺ", + "Ø£ ÙĦ", + "ห à¹Į", + "и она", + "лÑĮ н", + "Ġг оÑģ", + "ĠÐľÐ¾Ñģ к", + "ÑĢ об", + "×ķ×IJ ×Ļ", + "ãģĬãĤĬ ãģ¾ãģĻ", + "ãģ£ãģ ±", + "к л", + "à¸Ļ à¸Ķà¹Į", + "رÙĬ Ùģ", + "اس ب", + "ĠÑĢ еÑĪ", + "Ġд ол", + "ãģ¹ ãģį", + "×Ļ×ij ×ķר", + "м еÑī", + "Ġна ÑĪ", + "à¹ģ à¸Ľà¸¥", + "ÑĢ иÑĤ", + "кÑĥ Ñģ", + "и ÑĢа", + "аÑĤ ÑĥÑĢ", + "ÙĪا صÙĦ", + "à¹Ģà¸ľ ย", + "à¸Ń ำ", + "à¹Ģà¸ģ ิà¸Ļ", + "غ Ùħ", + "ãģĻ ãģİ", + "lı kl", + "ÅĦ sk", + "ê² ¬", + "×Ļ׼ ×Ķ", + "׊ש×ij", + "ÙĪر ÙĬØ©", + "Ġд ейÑģÑĤв", + "×Ĺ׾ ×ĺ", + "Ġ׾ ×ŀ×¢", + "צ׾ ×Ļ×Ĺ", + "еÑĩ а", + "Ùģ اع", + "×Ĵ ×Ļ×ĵ", + "áºŃ m", + "ÄĻ b", + "Ø´ ع", + "ãģı ãĤĬ", + "à¸ŀ ุ", + "ед еÑĢ", + "à¸Ĥ à¸Ļ", + "à¸Ħ าร", + "ĠболÑĮ ÑĪ", + "ãģı ãģªãĤĬ", + "à¸ĵ า", + "×ĵ ×ķ×Ĵ", + "Ġм н", + "ä¸Ĭ ãģĮ", + "ç¶ļ ãģį", + "ฤ ษ", + "ภĨ", + "Ø® ÙĬ", + "à¹Ģà¸Ĺ à¸ŀ", + "สั ม", + "à¹Ģส à¸Ļ", + "à¹Ģสà¸Ļ à¸Ń", + "ãĥ ´", + "Ġи ÑģÑĤ", + "با شر", + "ĠÑĥ ÑĢов", + "×ŀ ×ķ×ĸ", + "ab ı", + "wa ż", + "×ķצ ×IJ×Ķ", + "ÑĤ веÑĢ", + "à¸ŀัà¸Ļà¸ĺ à¹Į", + "׳ ×Ĵ×ĵ", + "ãĤĭ ãģĵãģ¨ãģĮãģ§ãģį", + "ĠÑĤÑĢ еб", + "à¸ģร ุà¸ĩ", + "ØŃت اج", + "à¹Ģ à¸Ħล", + "ã Ĩ", + "ÄĻ tr", + "Ġszcz eg", + "Ġר ש", + "à¸Ĺ à¸ĺ", + "Ġн ек", + "Ġнек оÑĤоÑĢ", + "в ÑĪ", + "Ð ¬", + "à¹Īว ย", + "ล ุ", + "б ÑĢÑı", + "หม ูà¹Ī", + "à¹ģ à¸ķà¸ģ", + "ר׼ ×Ļ×Ŀ", + "Ġí ĸī", + "ã i", + "Ùĥر Ø©", + "â Ń", + "í IJ", + "ã į", + "á ģ", + "â ®", + "â ¥", + "ì ®", + "à ¿", + "â ¿", + "á Ĥ", + "á ¤", + "â ł", + "í Ł", + "ðIJ į", + "ðIJ °", + "ðĿ Ĩ", + "ðŁ Ī", + "Ġ×¢ ׾", + "Ġع ÙĨ", + "ĠÙħ ع", + "Ġ×ĸ ×Ķ", + "ĠÙħ ا", + "Ġm Ãł", + "Ġd ụ", + "á»ĩ c", + "а Ñħ", + "s ı", + "íķĺ ê³ł", + "Ġ×ķ ×ij", + "ĠÐŁ о", + "×ķת ר", + "ĠÙĦ Ùħ", + "Ġ×ķ ׾", + "ãģĹãģ¦ ãģĦãĤĭ", + "Ġ×ŀ ×Ļ", + "Ġب ÙĬÙĨ", + "з а", + "ĠÙĥ اÙĨ", + "Ġ×Ķ ×Ļ×Ķ", + "ëħ Ħ", + "×IJ ×ķ", + "д и", + "ĠпеÑĢ е", + "d ı", + "Ġ׾ ש", + "Ġש ×ŀ", + "ãģĮ ãģĤãĤĭ", + "ãģĦ ãģĦ", + "ÑĢ е", + "ק ×ķ", + "и ли", + "м е", + "ÙĬ ت", + "ãģ§ ãģĤãĤĭ", + "Ġв о", + "à¹ĥ หม", + "à¹ĥหม à¹Ī", + "Ġש ×ij", + "Ġ à¹Ĥà¸Ķย", + "ÙĬ Ùĩ", + "ãģ§ãģĻ ãģĮ", + "ãģ¨ ãģ¯", + "ר ×ķ", + "Ġ à¸ĭึà¹Īà¸ĩ", + "ãģ§ãģį ãĤĭ", + "м о", + "à¹Ģà¸ŀ ืà¹Īà¸Ń", + "צ ×ķ", + "×ĺ ×ķ", + "ìķ Ī", + "Ġh á»į", + "à¹Ģà¸ĩ ิà¸Ļ", + "ĠاÙĦ ب", + "Ġ มี", + "ë¬ ¼", + "Ñģ е", + "ëĵ¤ ìĿ´", + "Ġë§ IJ", + "Ġl Ỽ", + "a ÅĤ", + "×Ĺ ×ijר", + "Ġd á»±", + "ÙĬ Ø«", + "Ġth á»ĭ", + "à¸ģà¹Ī à¸Ńà¸Ļ", + "Ġ×ij ׼׾", + "ãģ ¸", + "ãģ¨æĢĿ ãģĦãģ¾ãģĻ", + "ả nh", + "ย า", + "Ùģ ا", + "ส ี", + "à¸ķ า", + "ë² ķ", + "ãĥª ãĥ¼", + "รา à¸Ħา", + "Ġ×ķ ׾×IJ", + "ãģ¨ ãģĵãĤį", + "à¹Ģล ืà¸Ń", + "di ÄŁi", + "ÙĪ اÙĨ", + "Ġ׾×Ķ ת", + "รว ม", + "פ ×Ļ×Ŀ", + "à¸ľ ม", + "ж и", + "c ı", + "ÑĢ од", + "Ġkar ÅŁÄ±", + "×Ĵ ×ķ", + "ãģ« ãģ¤", + "ãģ«ãģ¤ ãģĦãģ¦", + "r Ãł", + "×Ļ×ķת ר", + "ĠìĨ Į", + "ק ×Ķ", + "ÑģÑĤв о", + "ãģij ãģ©", + "g é", + "à¸Ķ à¹īาà¸Ļ", + "çļĦ ãģ«", + "ĠÙĬ ÙħÙĥÙĨ", + "ìĨ į", + "ÙĬ Ùĥ", + "à¹Ħว à¹ī", + "Ñģки й", + "ì m", + "Ġ׾×IJ ×Ĺר", + "à¸Ńา หาร", + "Ġà¹Ģ à¸ŀ", + "รา ะ", + "ล ูà¸ģ", + "ÑģÑĤ а", + "Ġìľ ł", + "ÙĤ ÙĪÙĦ", + "б оÑĢ", + "Ñģк ого", + "หล ัà¸ĩ", + "à¸Ĥ à¹Īาว", + "à¹Ģม ืà¸Ńà¸ĩ", + "ê° ģ", + "t Ãł", + "ÙĬ ÙĬÙĨ", + "عر ض", + "ë° ©", + "Ġëı Ļ", + "Ġà¹Ģ à¸Ľ", + "Ġà¹Ģà¸Ľ à¹ĩà¸Ļ", + "ç i", + "li ÄŁi", + "ìĹIJ ê²Į", + "ãĤ¿ ãĥ¼", + "Ġ׾ ת", + "פ ×ķת", + "à¸Ĥ à¸Ń", + "ر س", + "ìł IJ", + "à¸ľ à¹Īาà¸Ļ", + "ÑĦ и", + "ج ÙĨ", + "ì¢ ħ", + "Ġ×Ķ פ", + "Ġn go", + "á»ĭ a", + "Ġtá» ķ", + "Ġê·¸ 리", + "à¹Ģม ืà¹Īà¸Ń", + "Ø° Ùĥر", + "ìĸ ij", + "ìĹ Ń", + "×ĺ ׾", + "k ı", + "Ġع ÙħÙĦ", + "Ġع ÙĨد", + "à¸ĭ ืà¹īà¸Ń", + "Ġê± °", + "в е", + "r ü", + "à¹Ģ à¸Ńา", + "ส à¹Į", + "à¸Ī à¸Ļ", + "ס ת", + "Ġgi ả", + "ãĤĭ ãģ¨", + "à¸ģำ ลัà¸ĩ", + "н ей", + "à¸Ī ริ", + "à¸Īริ à¸ĩ", + "Ġë į", + "Ġëį Ķ", + "à¸Ħà¹Ī ะ", + "ì n", + "Ġsü re", + "Ġqu y", + "à¸ļ าà¸ĩ", + "åıĸ ãĤĬ", + "ר ×Ĺ", + "×ij ת", + "ãģĮ ãģĤãĤĬãģ¾ãģĻ", + "ר ש", + "ìĹIJ ëĬĶ", + "Ġ×IJ פשר", + "ay ı", + "ãģĮ ãĤī", + "ØŃ Ø¨", + "ан Ñģ", + "س ÙĪ", + "ĠпÑĢ е", + "د ÙĪ", + "ãģ« ãĤĪ", + "à¹Ģà¸ģ ม", + "สู à¸ĩ", + "m akt", + "makt ad", + "maktad ır", + "Ġön em", + "×Ļ×ŀ ×Ļ×Ŀ", + "б о", + "ÙĪ ÙĬØ©", + "รู à¸Ľ", + "à¹Ĥล à¸ģ", + "Ùħ ÙĬع", + "ÑģÑĤ Ñĥп", + "à¹Ĥ à¸Ń", + "دÙĬ ÙĨ", + "ì¤ ij", + "ãģĹãģ ı", + "à¹Ģส ีย", + "в Ñĭ", + "Ùħ ت", + "íĺ Ħ", + "ãĥIJ ãĥ¼", + "ا Ø´", + "ק ס", + "Ġtá» ¥", + "ล à¸Ķ", + "Ùģ Ø©", + "í ijľ", + "ر ج", + "k ÅĤad", + "ĠÅŁ ey", + "ĠØ£ Ùħ", + "Ġà¹Ģ ม", + "Ġب ÙĦ", + "Ñģ каÑı", + "ãģ¨ ãģ®", + "Ġìĭ ¤", + "ấ m", + "ห à¹īà¸Ńà¸ĩ", + "à¸Ĭ ม", + "d ü", + "Ġç ek", + "Ġê³ ł", + "×Ĵ ×ij", + "à¸Ĭี วิ", + "à¸Ĭีวิ à¸ķ", + "Ùģض ÙĦ", + "ภ¯", + "ç ı", + "Ġب Ø´", + "ĠÙĩ ÙĨا", + "ãģį ãģ¾ãģĹãģŁ", + "t ü", + "Ġìĺ ģ", + "ĠTür k", + "к ÑĤ", + "פר ס", + "ãģ¨ãģĦãģĨ ãģĵãģ¨", + "í ĶĦ", + "à¹ģร à¸ģ", + "ר ×ķף", + "Ġar as", + "×ŀצ ×IJ", + "Ġtá» ī", + "س ا", + "à¸ŀ à¸Ń", + "ĠاÙĦÙħ ØŃ", + "ãĥ ¤", + "ĠاÙĦ است", + "Ùģ ÙĨ", + "×Ļ×ŀ ×Ķ", + "ر ت", + "ãģ¨ ãĤĤ", + "Ġна Ñģ", + "п ÑĢи", + "Ġ×Ĺ ×ķ", + "и ла", + "ÙĬ Ø´", + "Ġgö z", + "Ġ×ij ׳×Ļ", + "ım ı", + "ĠÑĤ еÑħ", + "Ġh á»Ļ", + "غ ر", + "к он", + "اØŃ Øª", + "Ġ à¸ŀ", + "à¸Ń à¸Ńà¸Ļ", + "à¸Ńà¸Ńà¸Ļ à¹Ħล", + "à¸Ńà¸Ńà¸Ļà¹Ħล à¸Ļà¹Į", + "Ñħ о", + "Ñı в", + "à¹ģ สà¸Ķ", + "à¹ģสà¸Ķ à¸ĩ", + "à¹Ģà¸ŀ ียà¸ĩ", + "ÑĤ ов", + "ا ÙĬ", + "Ġ×Ķ ×ĵ", + "Ġ×ķ ׼", + "ãĤī ãģĦ", + "×ķפ ף", + "Ġë ¶Ī", + "ล à¸Ńà¸ĩ", + "Ø· اÙĦ", + "Ġн и", + "ĠÙħ ست", + "ế c", + "Ġש ׼", + "ĠëķĮ 문", + "วัà¸Ļ à¸Ĺีà¹Ī", + "×Ļ׾ ×ĵ", + "ØŃ Ø§", + "е ÑĨ", + "Ġc ứ", + "×ĵ ×ķר", + "ĠÙħ ØŃ", + "ר׼ ×ij", + "بÙĬ ع", + "ни и", + "ĠاÙĦØ£ ÙĪÙĦ", + "à¸Ħว ร", + "ãģ¨æĢĿ ãģĨ", + "ĠС о", + "ائ ÙĬØ©", + "ر اء", + "оÑģ об", + "Ġب Ø£ÙĨ", + "×¢ ×ķ×ĵ", + "ĠÑĤ е", + "ãģĵ ãģĨ", + "ÑģÑĤ ÑĢа", + "ай н", + "Ġsö z", + "ت ÙĨا", + "à¸Ń ิ", + "ặ p", + "ĠìķĦ ëĭĪ", + "íķ Ń", + "Ġר×IJ ש", + "Ġ à¹Ħà¸Ķà¹ī", + "Ġ×Ĵ ×ĵ", + "Ġס פר", + "обÑī е", + "ĠÙĪ Ø¥", + "ada ÅŁ", + "ãģ¡ ãĤĩ", + "ק ×ķ׾", + "ÑĢ ез", + "ĠdÃ¼ÅŁ ün", + "Ġ×ij ×IJ×ŀ", + "Ġìĸ´ ëĸ", + "ער ×ij", + "н ее", + "ĠÑģÑĤÑĢ ан", + "س اÙĨ", + "yn ı", + "ĠاÙĦر ئÙĬس", + "ãģĹãģ ª", + "Ġ׳ ת", + "ãģ«ãģª ãģ£ãģŁ", + "g ü", + "åıĹ ãģij", + "׾ ת", + "ìł Ī", + "ëĬĶ ëį°", + "Ø® ÙĬر", + "à¸ķà¹īà¸Ńà¸ĩ à¸ģาร", + "ĠÙĦ Ø£ÙĨ", + "Ġch á»ĭ", + "ÙĪ Ø©", + "à¹ĥ ส", + "ë¶Ģ íĦ°", + "íķĺ ë©´", + "ữ u", + "à¹Ģหม ืà¸Ńà¸Ļ", + "б еÑĢ", + "ĠìĿ´ ìļ©", + "ĠÑģ еб", + "wiÄĻ ks", + "Ġ׳ ×¢", + "ÑĤ ÑĥÑĢ", + "Ġngh Ä©", + "ש ×ķ×ĺ", + "ti ÄŁi", + "Ġde ÄŁi", + "×IJ ×ij", + "Ġ×ŀ ×ŀ", + "ãĥĹ ãĥŃ", + "wa ÅĤ", + "à¸Ī ึà¸ĩ", + "Ø® دÙħ", + "×IJ ×Ŀ", + "Ä±ÅŁ ı", + "cz Äħ", + "ר ×ĵ", + "ĠÑĢ Ñĥб", + "خر Ùī", + "ãģ® æĸ¹", + "Ġд енÑĮ", + "×Ĺ ×Ļ×Ŀ", + "еÑĤ е", + "ëĤ ľ", + "×IJ ×Ĵ", + "×¢ ×ķר", + "ë³ Ħ", + "åIJĮ ãģĺ", + "ãĤ ²", + "ר ×ļ", + "×ķש ×IJ", + "ìľ ¡", + "ا Ø®", + "צ ×Ļ×Ķ", + "á»± a", + "ãģĪ ãģ¦", + "ש×Ķ ×ķ", + "ан ÑĤ", + "ลา à¸Ķ", + "ин г", + "ë¡ ł", + "اع د", + "ÙĪ سط", + "Ġв оп", + "Ġвоп ÑĢоÑģ", + "Ùħ ÙĬÙĨ", + "à¸Ħ à¸ĩ", + "×Ļר ×Ļ×Ŀ", + "c ów", + "ê² ©", + "Ġê·¸ 룰", + "Ġì§ Ħ", + "Ġש ׾×Ķ", + "à¹Ģร ิà¹Īม", + "à¸Ĭ à¸Ńà¸ļ", + "д еÑĤ", + "ÑİÑī иÑħ", + "à¸ļ à¸Ńà¸ģ", + "æĢĿ ãģĦ", + "ع ÙĬد", + "ס ×ŀ", + "×Ĵ ×Ļ×¢", + "צ ×ĵ", + "ب ات", + "ĠëĶ° ëĿ¼", + "à¸Ī ัà¸ĩ", + "ãģłãģij ãģ§", + "×¢ ×Ļר", + "ĠÑĩ ел", + "ĠÑĩел ов", + "ĠÑĩелов ек", + "ãĥĥ ãĥģ", + "à¹Ģà¸ģ ีà¹Īยว", + "à¸Ķ ิ", + "Ġפ ×¢", + "×Ļ×ŀ ×Ļ", + "ë° ĺ", + "Ø® ار", + "×ij ×Ļת", + "×¢ ×Ļ×Ŀ", + "ü yor", + "ãĤģ ãģ¦", + "к лад", + "Ġ à¸Īาà¸ģ", + "à¹Ģà¸Ħ ย", + "ส à¸Ńà¸ĩ", + "à¹ģ à¸Ħà¹Ī", + "ẫ u", + "หà¸Ļ ัà¸ĩ", + "ש׾ ×ķ×Ŀ", + "اÙĨ ÙĬØ©", + "åĩº ä¼ļ", + "åĩºä¼ļ ãģĦ", + "à¸ł าย", + "à¸ļา à¸Ĺ", + "à¸Ĭา ว", + "mu ÅŁ", + "Ġ׾ק ×ij׾", + "ãĤ· ãĥ£", + "ĠÄ° ÅŁ", + "×Ĵ×ĵ ×ķ׾", + "ج عÙĦ", + "ë³ Ģ", + "ยิ à¹Īà¸ĩ", + "à¸Ļ าย", + "à¸Ļ ีà¹Ī", + "วิ à¸ĺี", + "ãĤī ãģªãģĦ", + "ëł Ī", + "Ġ문 ìłľ", + "Ġ à¸ģ", + "à¸Ĺำ à¸ĩาà¸Ļ", + "à¹Ģว à¹ĩà¸ļ", + "ÑĦ е", + "楽 ãģĹ", + "สำ à¸Ħ", + "สำà¸Ħ ัà¸į", + "ر Ùħ", + "ãģķãĤĮ ãģ¦", + "Ġоб ла", + "ר×IJ ×Ļ", + "หม à¸Ķ", + "ÙĨ ÙĬØ©", + "ли н", + "Ġe ÄŁ", + "it im", + "ëł ¹", + "ص اÙĦ", + "ÅĽ l", + "à¸ľ ิà¸Ķ", + "ãĥŀ ãĥ³", + "åħ¥ ãĤĮ", + "à¹Ģà¸ķ à¸Ńรà¹Į", + "ار ÙĬ", + "ĠÐ ¦", + "d ür", + "ส วย", + "ë¦ ½", + "رÙĥ Ø©", + "Ġh ã", + "×Ļת ×Ķ", + "à¸Ĥ à¸Ļา", + "à¸Ĥà¸Ļา à¸Ķ", + "à¸Īำ à¸Ļ", + "à¸Īำà¸Ļ วà¸Ļ", + "ש ×ķק", + "Ġд ом", + "ì± ħ", + "ãģĭ ãģij", + "פ ×ķ׾", + "à¸Ĭ าย", + "Ñģ моÑĤÑĢ", + "Ñģл Ñĥж", + "ש ×IJ׾", + "кÑĢÑĭ ÑĤ", + "Ġìŀ ĺ", + "é«ĺ ãģĦ", + "ĠÑĢ Ñĥк", + "ÙĨ ص", + "д ав", + "Æ°á» ¡", + "ưỡ ng", + "ر اÙħ", + "×Ļ׳ ×Ļ×Ŀ", + "ãĥ© ãĥ¼", + "ëĦ ¤", + "Ġت ع", + "l ke", + "好 ãģį", + "æĮģ ãģ¡", + "Ġë§ İ", + "Ġy ük", + "ĠÑģоÑģÑĤ ав", + "енÑĤ ÑĢ", + "pe ÅĤ", + "à¹Ģà¸Ľà¸¥ ีà¹Īย", + "à¹Ģà¸Ľà¸¥à¸µà¹Īย à¸Ļ", + "íı ī", + "ãĤĦ ãģĻ", + "×Ĺ ×ĸ", + "×ijר ×Ķ", + "ë£ ¨", + "ìĶ Ģ", + "بØŃ Ø«", + "à¹Ģà¸ķ à¹ĩ", + "ów i", + "ب Ùĩ", + "ãģį ãģ¾ãģĻ", + "Ġ×¢ ×ŀ", + "×Ĵ ×ķ׾", + "ез д", + "ÙĬÙģ Ø©", + "สà¸Ļ à¹ĥà¸Ī", + "Ġת ׾", + "Ñı Ñī", + "Ġس ÙĨ", + "ĠÙĪا ØŃد", + "ĠÑģ м", + "lad ı", + "ı ld", + "×Ļר ת", + "ีย à¸Ļ", + "ת×Ĺ ×ª", + "Ġж из", + "à¸ŀ ั", + "à¸ŀั à¸Ĵ", + "à¸ŀัà¸Ĵ à¸Ļา", + "à¸Ĭ ิ", + "ا Ø®ÙĦ", + "ãģ£ãģ¦ ãģĦãģŁ", + "รั à¸IJ", + "ãĤģ ãĤĭ", + "à¹Ĥ à¸ģ", + "ĠT á»ķ", + "Ġh akk", + "ر Ùģ", + "ìł Ģ", + "Ñģ об", + "ãģª ãģijãĤĮãģ°", + "Ùĩ ÙĪ", + "Ġë² ķ", + "ãĤ Ĩ", + "ĠاÙĦس عÙĪد", + "Ġ×IJ תר", + "Ø§Ø º", + "Ġ׾ ×ĵ", + "à¹ģ à¸ķ", + "à¹ģà¸ķ à¹Īà¸ĩ", + "íĮ Į", + "Ñĥп иÑĤÑĮ", + "à¸ŀืà¹īà¸Ļ à¸Ĺีà¹Ī", + "×ij ת×Ļ", + "à¹ĩ à¸ģ", + "ÅĤ at", + "Ġê°ľ ìĿ¸", + "ìłķ ë³´", + "ÑĤ ал", + "Ġgü ven", + "ĠÄ° l", + "Ġê° ģ", + "Ġب ت", + "×ŀ ×ķ׳×Ķ", + "ĠاÙĦØŃ ÙĥÙĪÙħ", + "ÙĤ ات", + "à¹ģ à¸ģà¹Ī", + "ห าà¸ģ", + "н ÑĮ", + "à¸Ľ รัà¸ļ", + "มา à¸ĵ", + "Ġне Ñģк", + "ĠØ ¶", + "สม ั", + "สมั à¸Ħร", + "ãģĮ ãģĤãĤĬ", + "м еÑģÑĤ", + "Ġ×IJ צ׾", + "Ġкомп ани", + "ס ר", + "ÙĬÙħ Ø©", + "ĠÑħ оÑĢо", + "ĠÑħоÑĢо ÑĪ", + "Ġ×Ļ ×ķ×ĵ", + "ü s", + "×Ĵ ×Ļש", + "à¸ļ à¸Ĺ", + "تÙĨ ظ", + "ว าà¸ĩ", + "ม หา", + "Ġ׼ ×ķ׾", + "à¸Ĥ à¹īาà¸ĩ", + "ë° ľ", + "г од", + "д ан", + "ãģĭãĤĤãģĹãĤĮ ãģ¾ãģĽãĤĵ", + "ãģĵ ãģ¡ãĤī", + "ãĥIJ ãĤ¤", + "ece ÄŁi", + "دÙĬ دة", + "ÙĨ Ùī", + "Ġëĭ¤ ìĿĮ", + "ว ี", + "غ ا", + "ли з", + "à¹Ģà¸Ķ ิ", + "à¹Ģà¸Ķิ ม", + "ĠÙĬ ست", + "Ġy ılı", + "ko ÅĦ", + "ãģ§ãģĹãĤĩãģĨ ãģĭ", + "ãģĤ ãģª", + "ãģĤãģª ãģŁ", + "ÑĨ ен", + "ĠÙĪ ز", + "×IJ ×Ļש", + "à¹Ī à¸Ń", + "ر ØŃ", + "ê´ ij", + "ÑĢа ÑģÑĤ", + "Ġ×Ķ ׾", + "ãģĹãģ¦ ãĤĤ", + "×ŀר ׼", + "×ŀר׼ ×ĸ", + "éģķ ãģĦ", + "ãģŁ ãģı", + "ĠÑģ Ñĥд", + "в еÑģÑĤи", + "ĠíķĦ ìļĶ", + "ãĥķ ãĤ§", + "ÑĤелÑĮ но", + "à¹Ģà¸ŀ ืà¹Īà¸Ńà¸Ļ", + "ÅĤu ż", + "à¹Ģà¸Ķิà¸Ļ à¸Ĺาà¸ĩ", + "ש ×ķר", + "Ġ×ŀ ×ĵ", + "×ķ×¢ ׾", + "ÙĦ اÙħ", + "à¹Ħ à¸ĭ", + "л ей", + "кÑĥ ÑĢ", + "Ạ¢", + "à¸Ĺ าà¸Ļ", + "ì§ ij", + "ĠгоÑĢ од", + "ר ס", + "׾ ×ķ×Ĵ", + "mas ını", + "Ġл ÑĥÑĩ", + "ล à¹Īา", + "ìļ ¸", + "ש ×ĺ", + "ĠÐĺ н", + "í Ĥ¤", + "ÙĪÙĦ ا", + "ìķ ł", + "ĠØ£ÙĬ ضا", + "Ùĥ ار", + "ĠاÙĦت ع", + "ส ูà¹Ī", + "ãĤ ¼", + "×ij ×Ļ×IJ", + "ย à¸ģ", + "ĠØŃ ÙĤ", + "ر بÙĬ", + "ãģĺãĤĥ ãģªãģĦ", + "รัà¸ģ ษา", + "Ñħод иÑĤ", + "à¸ķ à¸Ńà¸ļ", + "׳ ×ĺ×Ļ", + "ĠاÙĦÙħ ج", + "تÙħ ع", + "ов аÑĤÑĮ", + "ÙĦ ÙĬÙĨ", + "×Ļ×ŀ ×ķת", + "Ġm ù", + "n ÄĻ", + "Ġد ÙĬ", + "׼ ש×Ļ×ķ", + "Ġhi ç", + "ë ijIJ", + "ÙĪ اء", + "ÙĪ Ø·", + "ĠاÙĦ بÙĦ", + "à¹ģม à¹ī", + "ק ×ķת", + "ÙĪج د", + "å§ĭ ãĤģ", + "ÙĬ ئة", + "Ġë§ ¤", + "ص بØŃ", + "פ ×IJ", + "г оÑĢ", + "ס ×Ķ", + "بÙĬ ÙĤ", + "ย าà¸ģ", + "Ġн ад", + "ÙĬ Ùij", + "Ġب ÙĪ", + "ס ×ķר", + "Ùħ ÙĥاÙĨ", + "ר ×ij", + "×Ĵ ×ĸ", + "צ ת", + "b ilit", + "л аг", + "ĠN go", + "×IJ ×ķר", + "à¸ķ à¸Ļ", + "íĬ ¹", + "à¸Ĺีà¹Ī à¸Ķี", + "à¸Ľà¸£à¸° à¸Īำ", + "ов ание", + "ãģĦ ãģ¤", + "ãĥĥãĤ¯ ãĤ¹", + "åIJĪ ãĤı", + "åIJĪãĤı ãģĽ", + "×Ļ׳ ×ķ×Ļ", + "ạ y", + "Ø« ÙĤ", + "ĠпÑĢ об", + "ĠпÑĢоб лем", + "ÅŁ eh", + "ÅŁeh ir", + "ع ادة", + "اÙĨ ÙĪÙĨ", + "à¸ķัว à¹Ģà¸Ńà¸ĩ", + "ì¶ ķ", + "ı lan", + "б ан", + "ãĥ³ ãĥī", + "à¸Ī ี", + "Ġ×Ķש ׳×Ļ", + "п оÑĤ", + "×ķ׾ ×Ļ×Ŀ", + "ล ัà¸ļ", + "ĠÑį ÑĤи", + "×ijק ש", + "ë¹Ħ ìĬ¤", + "à¸Ńยà¹Īาà¸ĩ à¹Ħร", + "×Ļ׾ ×Ļ", + "à¹ĥà¸Ĭ à¹Ī", + "ĠاÙĦ ÙĥÙĦ", + "ãĥļ ãĥ¼ãĤ¸", + "ص Ø©", + "ÑĤи ÑĢ", + "ãĤĵ ãģ©", + "зÑĭ к", + "wy ż", + "Ùĩ ÙĬ", + "ĠÙħ ÙĦÙĬ", + "Ġвид е", + "ظ اÙħ", + "دا ÙĪÙĦ", + "×ŀ ת×Ļ", + "Ġs ık", + "à¹Ģà¸ķิ ม", + "ãĤ¢ ãĤ¤", + "ка Ñħ", + "צ ×Ļ׾", + "à¹Ģà¸Ĭ à¹Īà¸Ļ", + "м аг", + "маг аз", + "магаз ин", + "à¸Ľ ั", + "à¸Ľà¸± à¸Ī", + "Ġש ×Ļר×ķת", + "ีย ม", + "ãĥĸ ãĥ«", + "Ġد ÙĪÙĦ", + "קר ×Ļ×Ŀ", + "Ùĩ Ùı", + "ов о", + "Ġü ret", + "د ÙĪÙĨ", + "à¹ģà¸Ļ ว", + "à¹Ģà¸Ļ ืà¹īà¸Ń", + "ĠÑĦ оÑĤ", + "ãĥ ĺ", + "ãģ¤ ãģĭ", + "Ñı Ñģ", + "ĠíķĺëĤĺ ëĭĺ", + "ائ ع", + "Ġп лаÑĤ", + "ìĺ Ī", + "Ġdost ÄĻp", + "ÙĪج Ùĩ", + "Ġ×Ķ ×Ĺ×Ļ", + "׳ ×Ļק", + "д ей", + "í ĽĦ", + "ı y", + "بØŃ Ø±", + "à¹Ģส ริม", + "Ġ׾ ×Ĵ", + "Ø°Ùĩ ب", + "ج ÙĬÙĦ", + "رÙĥ ز", + "Ġë ħ", + "Ġëħ ¸", + "פ×Ļ׾ ×ķ", + "ãģ¾ ãģļ", + "iri ÅŁ", + "ĠÙĥ ÙĬÙģ", + "Ġ×ij צ", + "Ġêµ IJ", + "ÑĢоÑģ Ñģ", + "ĠØ´ ÙĬ", + "Ġiç er", + "×Ĵ ×ķ×ij×Ķ", + "мен но", + "×¢ ×ij×Ļר", + "×ķ×ŀ ×Ķ", + "ãĤī ãģĹãģĦ", + "ãģ ¼", + "Ñī ин", + "è²· ãģĦ", + "جÙħÙĪع Ø©", + "Ġdön em", + "Ġ×ij ×IJר", + "в еÑģÑĤ", + "×ķר ×ķת", + "س Ùģ", + "à¹ģà¸Ĺ à¸Ļ", + "Ġд окÑĥменÑĤ", + "Ġا ÙĬ", + "ج اÙĨ", + "צ×ķ×¢ ×Ļ", + "ĠоÑģ об", + "ĠاÙĦÙħ س", + "ÑĢаР±", + "à¸ł ู", + "à¸Ķ าว", + "л екÑĤ", + "ع ÙĤ", + "×ķ×ĵ ×ķת", + "Ġol u", + "Ġolu ÅŁtur", + "ãģ¾ ãģ¾", + "ед ин", + "à¹Ģ à¸Ńà¸ģ", + "ãĤµ ãĤ¤", + "ëĦ Ī", + "Ø· ÙĨÙĬ", + "Ø· ÙĤØ©", + "ĠÐł аз", + "ÙĦ Ùij", + "Ñĩ ем", + "Ġ׾ ×ĺ", + "สั à¹Īà¸ĩ", + "سر ائÙĬÙĦ", + "Ġפר ×ĺ×Ļ", + "д еÑģÑĮ", + "Ġ׳ ׼", + "اÙĨ ب", + "ÙĬا Ø©", + "Ùħ بر", + "Ġk ı", + "à¸Ľ à¸ı", + "à¸Ľà¸ı ิ", + "à¸ļั à¸ķิ", + "׳ ת×Ļ", + "ìĨ ¡", + "ر اب", + "à¹ĥ à¸ķ", + "à¹ĥà¸ķ à¹ī", + "×Ļ׳ ת", + "ÙĪ ÙĬر", + "Ġ×Ķ×ŀ ×Ļ", + "ей ÑĩаÑģ", + "ק ×ķ×ij", + "در اس", + "ĠÙħ ÙĤ", + "رÙĬ ÙĨ", + "Ø® اص", + "ãģĬ éĩij", + "Ġج دا", + "ãģĨ ãģ¡", + "ëħ ¸", + "ır ım", + "æ§ ĺ", + "ãģ« å¯", + "ãģ«å¯ ¾", + "ÑĨ ев", + "Ġv ard", + "ĠÐIJ н", + "e ÄŁ", + "ÑģÑĤв енно", + "Ð ¨", + "س د", + "à¸ģ ุ", + "à¹ģà¸ľ à¸Ļ", + "รูà¹ī ส", + "รูà¹īส ึà¸ģ", + "ات ØŃاد", + "Ñij ÑĤ", + "×Ĺ ×ķק", + "ãģĻ ãģIJ", + "Ø· ÙĦاÙĤ", + "Ġק ×ķ×ĵ", + "à¹ĥà¸Ĭ à¹īà¸ĩ", + "à¹ĥà¸Ĭà¹īà¸ĩ าà¸Ļ", + "ãĥ¼ãĤ ¿", + "Ġs ür", + "ÑĢ ок", + "ë³ ij", + "สมา à¸Ĭ", + "สมาà¸Ĭ ิà¸ģ", + "ãĥķ ãĥ¬", + "è¾¼ ãģ¿", + "ãĤ» ãĥ³", + "Ġê°Ģ ì§Ģ", + "à¸ľ à¹īา", + "ÑįÑĤ омÑĥ", + "иÑĤ ел", + "à¸ł ั", + "ภij", + "ãĥĸ ãĥ©", + "×Ľ×ª ×ķ×ij", + "׳ ×Ŀ", + "ен нÑĭе", + "×¢ ×¨×Ľ×ª", + "Ġì Ĥ", + "ĠìĤ ´", + "à¸Ĥ à¹īา", + "׳ ×ķס", + "ãĥ¬ ãĥĵ", + "ÑĢ еÑģ", + "à¹Ģล à¸Ĥ", + "Ø« اÙĦ", + "ìĹ Ĩ", + "ĠÑĩ аÑģÑĤ", + "า ศ", + "ãĥª ãĤ¢", + "u ç", + "×Ļ׼ ×ķת", + "ล à¹īาà¸Ļ", + "i ë", + "ãĤ¸ ãĤ§", + "à¸Ī à¸Ń", + "ÙĪ ØŃد", + "×Ļצ ×ķ×ij", + "Ġ×ij ש׾", + "ок о", + "ض Ø©", + "Ø° ر", + "ĠÑĥ д", + "Ä° L", + "×ķצ ×Ļ×Ŀ", + "×ĸ ×ŀף", + "à¸Ľ à¸ģ", + "íķĻ êµIJ", + "س اÙħ", + "à¹Ħ à¸Ķ", + "ละ à¹Ģà¸Ń", + "ละà¹Ģà¸Ń ีย", + "ละà¹Ģà¸Ńีย à¸Ķ", + "ả y", + "аÑĨи он", + "ãĤ¹ ãĤ¯", + "פ ×ķס", + "ร à¹Īาà¸ĩ", + "ен нÑĭй", + "ع ÙĨ", + "عÙĦ ÙĨ", + "ائ Ùģ", + "d ÄĻ", + "ؤ ÙĪÙĦ", + "׾×ķ ×ķ", + "Ġ×ij ש×ij", + "ä»Ĭ åĽŀ", + "ĠاÙĦج ÙĨ", + "د اد", + "wa Äĩ", + "ãĥª ãĥ³", + "ĠìŀIJ ìĭł", + "اÙĨ ÙĬا", + "ãĥ¡ ãĥª", + "ÙĦ ÙĪÙĨ", + "à¸Ĺ à¹Īà¸Ńà¸ĩ", + "à¸Ĺà¹Īà¸Ńà¸ĩ à¹Ģà¸Ĺีà¹Īยว", + "اÙģ ÙĬ", + "Ġли ÑĪ", + "Ùħ ÙĬØ©", + "оÑĤ веÑĤ", + "Ñĩ ин", + "à Ĭ", + "ãĥ¡ ãĥ³", + "å® Ł", + "éļĽ ãģ«", + "ĠÑĢаР¹", + "ãĤ¦ ãĥ³", + "×Ļר ×ķש", + "×Ļר×ķש ׾×Ļ×Ŀ", + "ม ะ", + "Ġar a", + "каз аÑĤÑĮ", + "à¸ķ ัà¸Ķ", + "ÑĥÑİ ÑĤ", + "Ġü st", + "×Ĵ ×ķ×ij", + "×Ĵ×ķ×ij ×ķת", + "mal ı", + "ег од", + "егод нÑı", + "اÙģ ÙĤ", + "à¸Ĭ à¹Īà¸Ńà¸ĩ", + "Ġö zellik", + "×Ļצ ×ķר", + "Ġmi ÄĻd", + "Ġili ÅŁ", + "Ġна Ñħод", + "×¢ ×ĸר", + "׾ ×Ľ×ª", + "ÙĨت اج", + "ĠÑģ ем", + "à¸Ī à¹Īาย", + "à¸ķร ว", + "à¸ķรว à¸Ī", + "פר ×ķ", + "à¸Ĥ ัà¸ļ", + "ãģ ŀ", + "Ġп ло", + "к олÑĮ", + "×ŀ×¢ ×ĺ", + "íķĺ ìĭľ", + "jÄħ ce", + "ÙĨ اÙĨ", + "ลี à¸ģ", + "н ÑĥÑĤ", + "Ġоб ÑĢаз", + "Ùĥ بر", + "ĠاÙĦÙĪ Ø·ÙĨ", + "ãģķãģĽ ãģ¦", + "ÙĤ اء", + "×ŀ×ĵ ×Ļ׳", + "y ü", + "פ ×Ļת", + "׳ ×ķף", + "ÙħÙĨ ظ", + "หà¸Ļ ัà¸ģ", + "ìŀ Ī", + "ãĤ« ãĥ¼ãĥī", + "ع ÙĨÙĬ", + "п од", + "ض اء", + "à¸Ļ à¸ķà¹Į", + "×ŀש פ", + "ว à¹Į", + "ר ×ķק", + "ส ืà¹Īà¸Ń", + "פק ×Ļ×ĵ", + "ãģªãĤī ãģªãģĦ", + "ĠìŬ 룬", + "ÙĦ ج", + "Ñī иÑĤ", + "ãĥĥ ãĤ·", + "ÙĦÙĬ س", + "ĠÙĦ Ùħا", + "ìł ij", + "×ij ×Ļף", + "ãĥģ ãĤ§", + "Ġgü ç", + "Ġch ứ", + "×ķצ ×IJ", + "קר ×ij", + "à¹Ĥ à¸ŀ", + "оÑĩ но", + "סק ×Ļ", + "ש׾ ×Ŀ", + "صر Ùģ", + "ĠL Ãł", + "×¢ ×Ļת", + "á» ·", + "à¹Ĥ à¸Ńà¸ģ", + "à¹Ĥà¸Ńà¸ģ า", + "à¹Ĥà¸Ńà¸ģา ส", + "Ġ×Ķ ×ĵ×ijר", + "à¸Ļั à¹Īà¸Ļ", + "ز ر", + "нак о", + "íļ į", + "ãĤĤ ãģ¡", + "ãĤĤãģ¡ ãĤį", + "ãĤĤãģ¡ãĤį ãĤĵ", + "اÙħ ت", + "عد اد", + "и нÑĭ", + "ÅĤy w", + "à¸Ħ à¸ĵะ", + "à¸Ĺ ะ", + "kt ör", + "×Ļ×Ĺ ×Ķ", + "Ġм е", + "Ġме ÑģÑı", + "׳×Ķ ×Ĵ", + "ĠÑģ ÑĥÑīеÑģÑĤв", + "à¸Ļ ัà¸Ļ", + "ÑĦ ÑĦ", + "ек ÑĤив", + "عÙĦÙĪÙħ ات", + "б Ñĥд", + "à¸Ļัà¸ģ à¸ĩาà¸Ļ", + "หà¸Ļà¹īา à¸Ĺีà¹Ī", + "ÙĤÙĬ ÙĤ", + "ãĤ· ãĥ³", + "ãģ« éĸ¢", + "×IJר ×Ĵ", + "ĠпÑĢ оÑĤ", + "ĠпÑĢоÑĤ ив", + "ĠìŀĪ ìĸ´", + "ÙĤÙĬ ÙĤØ©", + "ìĹ ĩ", + "k ür", + "ãģ«ãģªãĤĬ ãģ¾ãģĹãģŁ", + "Ġде ÑıÑĤ", + "ĠдеÑıÑĤ елÑĮ", + "פ×ķר ×ĺ", + "à¸Ł à¹īา", + "à¹Ģ à¸ł", + "ĠавÑĤом аÑĤ", + "×ĸ ×Ļק", + "Ġold uk", + "ع اÙħ", + "ĠÑĤ оÑĢ", + "yrı ca", + "ê Ì", + "ãĤŃ ãĥ³ãĤ°", + "ãģ« ãģ¨ãģ£ãģ¦", + "à¹Ģà¸ī à¸ŀ", + "à¹Ģà¸īà¸ŀ าะ", + "ãģ¯ ãģļ", + "×ŀ ×IJ×Ļ", + "สะ à¸Ķ", + "สะà¸Ķ วà¸ģ", + "ìľ¼ ë©°", + "à¸ģ ี", + "ภ¬", + "Ġ×¢ ×ķש", + "à¸łà¸² ษา", + "à¸Ĺ ัà¸Ļ", + "ac akt", + "acakt ır", + "اع دة", + "ĠÑĥÑģл Ñĥг", + "ס ר×ĺ", + "×ķ×ŀ ×ķת", + "×Ķ ×ķר", + "×ŀ ×ķ×ij", + "×ŀ×ķ×ij ף", + "سÙĬ اس", + "اتÙģ اÙĤ", + "×Ķ צ׾", + "Ùħؤ س", + "Ġp ó", + "Ġк ни", + "×Ļ׼ ×ķ׾", + "à¹Ģหล ืà¸Ń", + "׼׾ ׼", + "׳ ×ĸ", + "ÑĪи е", + "r ès", + "ĠاÙĦØŃ ÙĤ", + "лÑı ÑĢ", + "ห à¸į", + "หà¸į ิà¸ĩ", + "ר×Ĵ ×Ļש", + "à¹Ģส à¹īà¸Ļ", + "ש×ij ×ķף", + "ô tel", + "ап ÑĢ", + "апÑĢ имеÑĢ", + "اب ÙĦ", + "ĠÑĢаз виÑĤ", + "Ġп олÑĮз", + "ĠС еÑĢ", + "×ķ×ij ×Ļ", + "r óż", + "ìĭ Ń", + "ãĤ¯ ãĥĪ", + "ãģĹ ãĤĪãģĨ", + "à¸ģร ม", + "ØŃ ÙĥÙĪÙħ", + "à¹Ĥ à¸ļ", + "à¸Ĺ à¹īาย", + "ĠM á", + "ĠÑĤ Ñĭ", + "à¸Ħร ัว", + "ÑĢÑĥ б", + "ạ p", + "Ġm ÅĤ", + "ĠmÅĤ od", + "Ġgör Ã¼ÅŁ", + "Ġgeli ÅŁ", + "Æ°Æ¡ i", + "×ŀש ק", + "ÙĢÙĢ ÙĢÙĢ", + "รา ว", + "ãģĹãģ £", + "ãģĹãģ£ ãģĭãĤĬ", + "ĠÐļ он", + "Ġk ê", + "à¹Ĥà¸Ĺ ร", + "èIJ½ ãģ¡", + "åĩº ãģ¦", + "ล ัà¸ģษ", + "Ġ×Ĵ ×ij×ķ×Ķ", + "ãĥĻ ãĥ«", + "ê±° ëĤĺ", + "ë§ IJ", + "×Ļ׾ ×ĵ×Ļ×Ŀ", + "ĠëĦ Ī", + "×ŀר ×Ļ", + "ร ส", + "ãĥŃ ãĥ³", + "и ло", + "ноÑģÑĤÑĮ Ñİ", + "×ĸר ×Ĺ", + "п он", + "Ġ×Ķש ׾", + "ê²ł ìĬµëĭĪëĭ¤", + "Ġki ÅŁ", + "ĠÐļ и", + "ว ร", + "د اع", + "ÅŁ im", + "ÙĨ Ùij", + "в аÑĤ", + "را Ùĥ", + "ب اÙĦ", + "ид е", + "Ġ×Ķ×ŀ ×Ĺ", + "ìĸ µ", + "تÙģ اع", + "Ø£ ت", + "ëĬ ĺ", + "ש ×Ļת", + "ست Ùħر", + "ĠÑĦ ак", + "ĠاÙĦØ£Ùħ رÙĬ", + "ëŀ ¨", + "اس Ùħ", + "Ġa ÄŁ", + "Ġç ev", + "Ùĥ ÙĪر", + "ãģķ ãģ¾", + "Ġç öz", + "Ġر س", + "Äħ da", + "สà¸Ļ ุ", + "ãģĹãģ¦ ãģıãĤĮ", + "н Ñİ", + "leÅŁ me", + "ãĤª ãĥ³", + "ãģ¨ ãģªãĤĬ", + "ava ÅŁ", + "×ĺ ×Ļ×ij", + "ØŃ Ø¶", + "×ķצ ×IJ×ķת", + "ÙĨ ÙħÙĪ", + "ı t", + "ĠÑħ а", + "ĠÑħа ÑĢак", + "ĠÑħаÑĢак ÑĤеÑĢ", + "Ġd ÅĤ", + "ãĥĹ ãĥ©", + "à¸Ĭ ุม", + "à¹Ī à¸Ńà¸Ļ", + "×ķ×ij ׾", + "Ñģ ол", + "×ĵ ×Ĵ", + "аÑĢ аÑĤ", + "n ivers", + "Ġgerçek leÅŁtir", + "ĠاÙĦ ÙĦÙĬ", + "ระ ยะ", + "ĠÙħ ختÙĦÙģ", + "Ġgö nder", + "Ùģ ار", + "do ÄŁ", + "doÄŁ an", + "ص ÙĦاØŃ", + "Ġyay ın", + "ãĥĨ ãĥ³", + "รว à¸Ī", + "×Ļ×Ĺ ×Ļ×ĵ", + "ünk ü", + "ÑĨи алÑĮн", + "à¸ļ ู", + "ม ุ", + "h ä", + "Ø® Ùģ", + "å¢ Ĺ", + "å¢Ĺ ãģĪ", + "еÑĩ но", + "ĠاÙĦس ÙĨ", + "à¸Ĥ าว", + "im di", + "Ð «", + "à¸Ļà¸Ńà¸ģ à¸Īาà¸ģ", + "à¸ļา ล", + "ת ש", + "Ġdüzen le", + "мÑĭ Ñģл", + "ãģı ãģª", + "ż u", + "Ġwsp óÅĤ", + "Ġн аз", + "ınd aki", + "تر Ø©", + "ÅŁ ek", + "Ġö d", + "ĠÙĪ Ùĥ", + "Ġпозв олÑı", + "Ġת ×ķ׼", + "ÙħÙĨ تج", + "ë§ ī", + "ĠاÙĦØ« ÙĦاث", + "аÑĨи Ñİ", + "ÙĪر ÙĪ", + "Ñĭв аеÑĤ", + "خص ص", + "ĠاÙĦÙģ ÙĦ", + "ĠاÙĦÙģÙĦ سطÙĬÙĨ", + "Ø¥ جر", + "إجر اء", + "اÙĨت Ø®", + "اÙĨتخ اب", + "ار ÙĬØ©", + "×ķ Ö", + "Ø¢ ÙĨ", + "×ŀ×¢ ×ķת", + "Ġм ал", + "Ġ×IJ ×Ĺ", + "à¸Ĺ à¹īà¸Ńà¸ĩ", + "ze ÅĽ", + "Ġë§Į ëĵ¤", + "رÙĬ ع", + "äºĭ ãĤĴ", + "à¸ļริ หาร", + "׾ ×ŀ×Ļ×ĵ", + "Ġм Ñĥж", + "ت رÙĪ", + "ĠباÙĦ Ø¥", + "פ ×Ļק", + "ز ÙħØ©", + "ĠÃ¶ÄŁ renc", + "ãĥ ¶", + "اÙħ عة", + "ק×ij ×ķצ", + "×ŀ ׳×ķת", + "رÙĬ Ùħ", + "Ġо каз", + "ãģłãģij ãģ©", + "Ġh ız", + "Ġש ×IJת", + "ãĤ¢ ãĥ¼", + "Ġmożli wo", + "ìĦ ¼", + "ÙĪ اب", + "ог ÑĢаÑĦ", + "Ġعبد اÙĦ", + "ãĤĴ è¡Į", + "ب ÙĬÙĦ", + "ĠÄ° ç", + "ย าย", + "ĠÑĥ ÑĩаÑģÑĤ", + "ÑĦ еÑģÑģ", + "ÑĦеÑģÑģ иона", + "Ạ¤", + "ÙĨ ÙĬÙĨ", + "عد ÙĦ", + "สร ร", + "دÙĬ ÙĦ", + "×ij ×Ļק", + "czy ÅĤ", + "ÑĢом е", + "Ġм ед", + "ìĻ Ķ", + "ãĥ© ãĤ¤ãĥ³", + "ĠÑĤ еп", + "еÑĢ ÑĮ", + "i ÄŁi", + "в ели", + "ÑĢи ÑģÑĤ", + "ס ×ķפ", + "×ŀ׾ ×Ĺ", + "ĠاÙĦØ¥ ÙĨ", + "Ġ׾×Ķ ש", + "è¶Ĭ ãģĹ", + "ĠÑĢ Ñĭ", + "×ķ×IJ ר", + "رÙĩ اب", + "פ ×ķ×IJ×Ļ", + "ĠгоÑģ Ñĥд", + "ĠгоÑģÑĥд аÑĢ", + "ĠгоÑģÑĥдаÑĢ ÑģÑĤв", + "ĠاÙĦØ£Ùħ ÙĬر", + "Ùħ ج", + "à¹Ģหม าะ", + "ÑĢ ев", + "à¸Ĭี à¸ŀ", + "ãĥķ ãĥĪ", + "иÑĩ но", + "ĠاÙĦÙħ ؤ", + "Ġi ht", + "íħ ľ", + "د ÙĨÙĬ", + "ر ص", + "ла ÑģÑĤ", + "à¹Ģหล à¹Īา", + "ılı r", + "ร à¸ĵà¹Į", + "×ŀש ×Ļ×ļ", + "Ġd á»ĭ", + "Ø·Ùģ اÙĦ", + "×ĺ ×ķף", + "Ġ×ij ×Ļ׳", + "ãģ¾ ãģ£ãģŁ", + "лож ениÑı", + "تØŃ Ø±", + "ب اØŃ", + "à¹Ģส ืà¹īà¸Ń", + "ãģĻ ãģĶ", + "lt ür", + "à¸ĩ าม", + "Ġt ü", + "ĠпÑĢ им", + "ĠпÑĢим ен", + "Ġhay at", + "ëĥ IJ", + "ëĭ Į", + "׳×Ļ ×ķ", + "вед ен", + "ìħ ¨", + "à¸Ī ัย", + "à¸ģà¹Ī à¸Ń", + "Ġв од", + "оÑģÑĤ оÑı", + "н аÑĤ", + "à¹ģ หล", + "سÙħ ÙĬ", + "à¸Ķำ à¹Ģà¸Ļ", + "à¸Ķำà¹Ģà¸Ļ ิà¸Ļ", + "w ód", + "ö yle", + "ãĥĢ ãĤ¤", + "ÑĪи й", + "меÑī ен", + "ãģĹãģ¾ ãģĨ", + "ãĥī ãĥ©", + "ÙĪض ØŃ", + "à¸Ńà¸Ļ ุ", + "ĠاÙĦ اجتÙħاع", + "laÅŁ ma", + "à¸Ħ à¸Ńà¸Ļ", + "×ŀר ×Ļ×Ŀ", + "ÙĨ اÙħج", + "שר ×ķת", + "اÙĦ Ø£", + "Ġksi Äħż", + "Ġа н", + "ÑĢаР¹", + "اÙĩر Ø©", + "×ŀ×ĵ ×Ķ", + "ä¸Ģ ç·", + "ä¸Ģç· Ĵ", + "ä¸Ģç·Ĵ ãģ«", + "ÑĢиÑĤ оÑĢ", + "d ıkl", + "à¹ģ à¸ĸ", + "à¹ģà¸Ĥ à¹Īà¸ĩ", + "екÑĤ оÑĢ", + "×ŀס ×¢", + "ÑĢак ÑĤи", + "u ÄŁu", + "×ķ×ij ת", + "สู à¸ķร", + "ĠçalÄ±ÅŁ m", + "ĠçalÄ±ÅŁm alar", + "Ġа на", + "ãĥĽ ãĥ¼ãĥł", + "Ġböl üm", + "Ġب ص", + "ол оÑģ", + "ĠìķĬ ëĬĶ", + "à¹Ī ะ", + "ÙĪ تر", + "ä¹ Ĺ", + "ست خداÙħ", + "פ×Ļ ×Ļס", + "פ×Ļ×Ļס ×ij", + "פ×Ļ×Ļס×ij ×ķק", + "Ġк ÑĢаÑģ", + "ли к", + "رÙĬ ØŃ", + "×ŀש ׾×Ķ", + "à¹Ģย ีà¹Īย", + "à¹Ģยีà¹Īย ม", + "в иÑģ", + "ом н", + "ÄŁ un", + "ãĥŃ ãĥ¼ãĥ³", + "Ø£ تÙĬ", + "à¸ķร ี", + "çĶ³ ãģĹ", + "تÙħ ر", + "ìĹ ĪìĬµëĭĪëĭ¤", + "ĠÙĪ غÙĬر", + "red ni", + "ĠاÙĦص Ùģ", + "Ġна ÑģÑĤоÑı", + "ĠнаÑģÑĤоÑı Ñī", + "à¸ķ รา", + "ĠÑĥÑģл ов", + "ĠÑĥÑģлов иÑı", + "ÑĨ еп", + "×Ķ ×Ĺ׾×ĺ", + "Ø· ÙĬع", + "ĠB akan", + "ĠاÙĦ رÙĪ", + "илÑĮ но", + "Ġм еÑĤ", + "à¸Ķ à¸Ńà¸ģ", + "ãģĭãĤī ãģªãģĦ", + "Ġпо ÑģÑĤоÑı", + "ĠпоÑģÑĤоÑı н", + "ĠÑĩ аÑģ", + "ü c", + "wr ó", + "б ÑĥÑĢ", + "ãĥIJ ãĥĥãĤ¯", + "ãĥ©ãĥ³ ãĥī", + "Ġо гÑĢ", + "สั à¸į", + "สัà¸į à¸įา", + "มั à¹Īà¸Ļ", + "à¸Ħ à¸Ńม", + "al ık", + "Ġн ед", + "üm üz", + "ĠÅĽ wie", + "é rio", + "×Ļ×IJ ×Ķ", + "دÙħ ات", + "ı rl", + "ĠоÑĤ з", + "ĠоÑĤз Ñĭв", + "ä»ĺ ãģį", + "Ġkaż de", + "мин иÑģÑĤ", + "ãĤ° ãĥ«", + "ë° ĸ", + "ез н", + "اÙĦ Ùģ", + "Ġש ק׾", + "Ùħ ض", + "ãĥĿ ãĥ¼ãĥĪ", + "ÙħÙĨ ت", + "ÙĤÙĬ اÙħ", + "Ø´ ÙĨ", + "×Ļר ×ķ×¢", + "ãĤŃãĥ£ ãĥ³", + "доÑĢ ов", + "×ŀ ×Ļת×Ļ", + "ÙĪÙĦ ÙĪج", + "Ùĥ اÙģ", + "ĠÑĢаз лиÑĩ", + "иÑĤ еÑĤ", + "н олог", + "ลà¸ĩ à¸Ĺุà¸Ļ", + "Ġyak laÅŁ", + "ãĥ¬ ãĤ¤", + "ê²ł ëĭ¤", + "æ±Ĥ ãĤģ", + "رÙĪ Ùģ", + "Ġí Ĭ", + "ĠíĬ ¹", + "ãģ£ ãģıãĤĬ", + "à¸Ħวาม à¸Ħิà¸Ķ", + "×Ķ ×Ļס×ĺ", + "Ø¥ ÙĤ", + "ãģ¦ ãģĦ", + "à¹Ĥ à¸Ĭ", + "ĠBü yük", + "ĠФ едеÑĢ", + "ÑĨи н", + "ÑĢов а", + "ĠاÙĦ اÙĤتصاد", + "Ġch á", + "à¸ĺ าà¸Ļ", + "ë¥ ł", + "à¹Ħ à¸ķ", + "ÃŃ pio", + "Ùĭ ا", + "Ġоб Ñıз", + "Ùĩ ج", + "Ġì¤ij ìļĶ", + "ãģ® ãģ§ãģ¯ãģªãģĦ", + "بار اة", + "ãĤ¤ ãĥ«", + "Ġн оÑĢм", + "á»ī nh", + "m ö", + "mö glich", + "ÑĨи п", + "ãĤ¢ ãĤ¯", + "×Ķ ×Ļ", + "ÑĨи алÑĮно", + "ĠÅĽ wi", + "ت ÙĤ", + "ĠÑģÑĤо им", + "بÙĬ عÙĬ", + "Ġ׾ ש×ŀ", + "г лÑı", + "глÑı д", + "ãģ¦ ãģıãĤĮ", + "ÄĻd zi", + "à¸Ĥ ั", + "à¸Ĥั à¹īà¸Ļ", + "Ø· ÙĤ", + "ĠìĹ Ń", + "ãģ£ãģ¦ãģĹãģ¾ ãģĨ", + "ĠdeÄŁer l", + "ĠdeÄŁerl endir", + "Ġü lk", + "Ġмн ог", + "๠ĭ", + "ë¿ IJ", + "ĠУ кÑĢа", + "ÄŁ ini", + "Ġбез оп", + "Ġбезоп аÑģ", + "à¸Ńà¸Ńà¸ģ à¹ģà¸ļà¸ļ", + "Ø§Ø ¸", + "ØŃد اث", + "л еÑĢ", + "×Ļ× ¥", + "×Ļ׳×ĺר ׳×ĺ", + "lar ınız", + "ØŃÙĬ ØŃ", + "ż eli", + "à¸Ń ัà¸ĩ", + "à¸Ńัà¸ĩ à¸ģ", + "à¸Ńัà¸ĩà¸ģ ฤษ", + "ĠоÑĤ лиÑĩ", + "ั ส", + "ëŀ į", + "ож но", + "ãĤ¹ ãĥĿ", + "ĠÑħ оÑĩ", + "Ġк ап", + "еÑĩ ен", + "ØŃÙĦ Ø©", + "ÙĬا Ùĩ", + "на л", + "×ķצ ר×Ļ×Ŀ", + "Ġk ald", + "åĥ į", + "ĠاÙĦØ´ خص", + "Ġз на", + "Ġwz gl", + "ż ycz", + "ê° Ŀ", + "à¸ŀ ลัà¸ĩ", + "íģ ¼", + "Ġö l", + "Ġb ụ", + "Ø´ Ùĩر", + "Ġз ам", + "Ġд ев", + "×Ļ×ĺ ת", + "تعÙĦ ÙĤ", + "ÙĪÙħ Ø©", + "ãĤĴ ä½ľ", + "ãģį ãģ¦", + "í ĥĿ", + "ras ında", + "ãĤĴ æİ¢", + "ĠÙħ باشر", + "راج ع", + "Ġв озд", + "ÙħØŃ Ø§", + "×ķש ר", + "ĠиÑģÑĤ оÑĢ", + "ม ัà¸ģ", + "t ıģ", + "Ø« ار", + "تر ÙĨت", + "à¹ģà¸Ĥ à¹ĩ", + "à¹ģà¸Ĥà¹ĩ à¸ĩ", + "п оÑĩ", + "Ġ×ij ×IJ×ķת", + "ë¯ Ģ", + "ëĿ¼ ëıĦ", + "à¸Ĭ ัà¸Ķ", + "ส à¸ķà¹Į", + "ãĥĭ ãĥĥãĤ¯", + "ид енÑĤ", + "Ġг ÑĢÑĥпп", + "ت Ø®", + "Ạł", + "ย ืà¸Ļ", + "ย ัà¸Ļ", + "ó ry", + "T Ãľ", + "ãģĹ ãĤĥ", + "ĠпÑĢов ед", + "лÑı еÑĤ", + "Ùħ Ø®", + "ย à¸Ńม", + "×Ľ×ł×¡ ת", + "ĠاÙĦÙħ ÙĨت", + "Ġol mad", + "ר׼ ×ĸ×Ļ", + "Ġв ÑģÑĤÑĢ", + "ĠиÑģ Ñģлед", + "ÑĤвеÑĢ ж", + "بد ÙĪ", + "еÑĢ ÑĤ", + "ï» ·", + "± ħ", + "สัม à¸ŀัà¸Ļà¸ĺà¹Į", + "ิ à¹Īà¸Ļ", + "צ ×Ļ×ij", + "wiÄĻ t", + "Ġì° ¸", + "Ġz wiÄħz", + "سب ÙĪع", + "ãĥĥ ãĤ°", + "à¸Ľà¸¥ à¸Ńà¸Ķ", + "à¸Ľà¸¥à¸Ńà¸Ķ à¸łà¸±à¸¢", + "ãĤĤ ãĤĬ", + "ÙĤد س", + "Ġspr z", + "Ġsprz eda", + "Ġist edi", + "Ġk hu", + "Ġд ен", + "Ġko ÅĦ", + "Ġ×ij ×Ĺ×Ļ", + "à¹Ģà¸Ĺ à¹īา", + "×ķס ×Ļ×£", + "ãĥĭ ãĥ¥ãĥ¼", + "ĠпÑĢед оÑģÑĤ", + "ĠпÑĢедоÑģÑĤ ав", + "à¹Ĥ à¸Ł", + "é v", + "ĠاÙĦص ØŃ", + "صØŃ Ø§Ø¨", + "à¹Ģà¸Ī à¹ĩà¸ļ", + "вл ек", + "วั à¸ķ", + "à¸ĸ ุ", + "ãģĵãģ¨ãģĮãģ§ãģį ãģ¾ãģĻ", + "ÙĤÙĬ ÙĤÙĬ", + "×ķ׊ר", + "Ñĭ ÑĪ", + "ĠоÑĤ но", + "ĠоÑĤно ÑĪ", + "об илÑĮ", + "Ùģ ØŃ", + "ı nt", + "ınt ı", + "Ġ׾ ×ij×ĵ", + "í İĺìĿ´ì§Ģ", + "ãĥĬ ãĥ«", + "ĠÙħ ساء", + "×Ļ×ĺ ×ij", + "ÑĮ еÑĢ", + "ëĦ ·", + "Ñĭ ÑĤа", + "ĠоÑĩ еÑĢ", + "à¸Ķ ืà¹Ī", + "à¸Ķืà¹Ī ม", + "ĠN gh", + "ت عب", + "ÙĦاÙĤ ات", + "×ķ׾×ķ×Ĵ ×Ļ×Ķ", + "ĠìĿ´ ê²ĥ", + "Ġ×Ķ ×ijר", + "ìľ µ", + "à¹Ģà¸Ħล ืà¹Īà¸Ńà¸Ļ", + "Ùĩ Ø©", + "à¸Īำ à¹Ģà¸Ľà¹ĩà¸Ļ", + "å¤ī ãģĪ", + "wi ÅĽcie", + "ch od", + "chod zÄħ", + "в ÑĢо", + "×ŀ×Ĺ ×Ļר", + "Ġy ı", + "Ġyı ll", + "ì¡ Į", + "à¹Ħ หว", + "ãģªãģı ãģª", + "Ġзав иÑģ", + "ĠìĺĪ ìĪĺ", + "Ùģ Ø°", + "ủ ng", + "à¸ŀุ à¸Ĺà¸ĺ", + "з н", + "lay an", + "ãĤ ¡", + "à¸ģà¹ĩ à¸ķาม", + "ĠsaÄŁ lam", + "ร à¸ĵ", + "ĠÑģ иÑĤ", + "ĠÑģиÑĤ Ñĥ", + "ĠاÙĦت ÙĨ", + "×Ķ ×ĸ", + "ĠØ· ÙĪÙĬÙĦ", + "ta ÅĤ", + "Ġgö rd", + "å¤ī ãĤı", + "ëĥ ¥", + "à¸Ħà¹Ī à¸Ńย", + "×IJ ×ķ×ĺ", + "ëħ IJ", + "ãĥ©ãĥ³ ãĤ¹", + "วั à¸Ĵ", + "วัà¸Ĵ à¸Ļ", + "Ġol uÅŁ", + "פע ×ķ׾", + "Ġszczeg óÅĤ", + "à¸Ħา สิ", + "à¸Ħาสิ à¹Ĥà¸Ļ", + "pow ied", + "ĠÑĤ еб", + "หà¸Ļ à¹Īวย", + "Ġм ил", + "ØŃ Ùĥ", + "à¸Ĺ à¸Ķ", + "ĠмаÑĤ еÑĢиал", + "ÅĤ ow", + "à¹Ģà¸ģ ีย", + "ĠÑģов еÑĢ", + "ãĤ ©", + "à¸Ľ ริ", + "Ġи Ñİ", + "наÑĩ ен", + "ÑĢен д", + "mu ÅŁtur", + "ĠпÑĢод Ñĥк", + "з д", + "Ñı ÑĤи", + "ÑıÑĤи Ñı", + "à¹Ģม ีย", + "رات ÙĬج", + "Ġam acı", + "ש ×ķ׾", + "ש×ķ׾ ×Ĺ", + "สะ à¸Ńา", + "สะà¸Ńา à¸Ķ", + "פ×Ĵ ×¢", + "عب Ø©", + "d ın", + "íħ Ķ", + "Ġ×ŀש ×Ĺק", + "Ġfi yat", + "Ġз аÑı", + "ĠзаÑı в", + "à¹Ĥ หล", + "à¹Ĥหล à¸Ķ", + "à¸ģรุà¸ĩ à¹Ģà¸Ĺà¸ŀ", + "צ×Ļ ×Ļף", + "ìļ ±", + "Ùħ ب", + "Ùħب اد", + "land ır", + "Ġв еÑģÑĮ", + "Ġh ük", + "ĠÐĴ оз", + "ÑĩиÑĤ Ñĭва", + "ว ล", + "×ķצ ×¢", + "à¸Ĥà¸ĵะ à¸Ĺีà¹Ī", + "ĠaÅŁ aģı", + "׾×IJ ×ķ×ŀ×Ļ", + "tr zym", + "Ã¤ÃŁ ig", + "owo ÅĽci", + "ãģĿ ãĤĤ", + "Ġroz wiÄħz", + "ĠgÅĤ ówn", + "м онÑĤ", + "×ŀ ×ķ×ŀ", + "ĠÑģÑĤ ан", + "ÙĦا ÙĤØ©", + "p rowad", + "prowad zi", + "ĠÑģоÑģÑĤ оÑı", + "×Ļ×IJ ×ķת", + "r ı", + "g ı", + "ãĥij ãĥij", + "Ġна лиÑĩ", + "×Ķ צע", + "Ġ׳ ×Ķ", + "à¸Ħ ัà¸ļ", + "ع راض", + "и ж", + "Ùĩ ائÙĬ", + "ãĤī ãģı", + "ож еÑĤ", + "Ġоб оÑĢ", + "ĠобоÑĢ Ñĥд", + "Ø£ سÙĦ", + "à¹ĩ à¸Ķ", + "ÑĢÑĥ ÑĤ", + "دÙĬ ÙħÙĤ", + "دÙĬÙħÙĤ را", + "Ġjest e", + "×ķ×ķ ×Ļר", + "×ij×ĵ ×Ļק", + "деÑĢж ива", + "ãģĬ ãģı", + "ewn ÄĻtr", + "ewnÄĻtr zn", + "à¸ŀ ฤ", + "Ġ×IJ ×ķ×Ķ", + "ת×Ĺ ×ķש", + "Ġz ob", + "д Ñĥм", + "ĠÑģ Ñĭ", + "ÙĬر ا", + "ĠwiÄĻ ks", + "à¹ģà¸ķà¸ģ à¸ķà¹Īาà¸ĩ", + "lar aras", + "lararas ı", + "íĺ Ģ", + "ëī ´", + "×ķ×Ĵ ׾", + "ĠоÑĤ меÑĤ", + "ĠÑĢ ан", + "ت ÙĥÙĦ", + "иÑĤелÑĮ н", + "à¸Ľà¸£à¸° วั", + "à¸Ľà¸£à¸°à¸§à¸± à¸ķิ", + "ìŀ ĸ", + "мож но", + "pie czeÅĦ", + "pieczeÅĦ st", + "ëª »", + "ìĬ ¨", + "×ŀס ×ŀ", + "á» ¦", + "ศ ิ", + "ศิ ล", + "ศิล à¸Ľ", + "ĠÅļ w", + "ãĥĥ ãĤ·ãĥ§ãĥ³", + "unit Ãł", + "Ġmiesz ka", + "Ġmieszka ÅĦ", + "pr zed", + "przed si", + "przedsi ÄĻb", + "przedsiÄĻb ior", + "à¸Ľà¸£à¸° สิà¸Ĺà¸ĺิ", + "à¸Ľà¸£à¸°à¸ªà¸´à¸Ĺà¸ĺิ à¸łà¸²à¸ŀ", + "ย à¹Ī", + "ìķ Ļ", + "รว à¸Ķ", + "รวà¸Ķ à¹Ģรà¹ĩว", + "å½ĵ ãģŁãĤĬ", + "äl le", + "Ñĥ еÑĤÑģÑı", + "ã n", + "ëł µ", + "th è", + "ãĤĴ åĪ©çĶ¨", + "ì µľ", + "íĵ ¨", + "à¸Ĺ ัà¸ļ", + "า à¸Ħม", + "ãģ ĩ", + "ëĤ Į", + "à¹Ģà¸Ľà¸¥ à¹Īา", + "â ¦", + "ë ¾", + "ê Ģ", + "ê ĩ", + "â ¡", + "ðŁ Ł", + "ã IJ", + "â º", + "á Ń", + "á Ļ", + "á ĵ", + "á ²", + "ðĵ ı", + "á ¬", + "â ¯", + "ä ¨", + "ê Ŀ", + "ê «", + "ð ij", + "ðĵ ĥ", + "ðĿ ħ", + "< unk", + "", + "", + "", + "Ġع ÙĦÙī", + "Ġm á»Ļt", + "Ġv Ỽi", + "Ġng Æ°á»Ŀi", + "ĠØ¥ ÙĦÙī", + "Ġnh ững", + "Ġth á»ĥ", + "Ġ×IJ ×ķ", + "Ġ×¢ ×Ŀ", + "ا Ùĭ", + "Ġ à¹ģละ", + "ĠÙĦ ا", + "Ġnh Æ°", + "ĠاÙĦت ÙĬ", + "Ġ×Ķ ×ķ×IJ", + "ĠÄij ến", + "ĠØ£ ÙĪ", + "Ġv á»ģ", + "ĠlÃł m", + "Ġs ẽ", + "Ġc Å©ng", + "Ġ ợ", + "ĠÄij ó", + "Ġnhi á»ģu", + "Ġt ại", + "Ġtr ên", + "Ġ×Ĵ ×Ŀ", + "Ġnh Ãł", + "Ġ׼ ×Ļ", + "Ġs á»±", + "ĠÄij ầu", + "Ġb á»ĭ", + "ĠÙĩ ذا", + "Ġnh ất", + "Ġph ải", + "Ġhi á»ĩn", + "Ġdụ ng", + "ĠÄij á»Ļng", + "ĠاÙĦÙĦ Ùĩ", + "ĠØ Į", + "ĠÙĥ ÙĦ", + "Ġvi á»ĩc", + "Ġn Äĥm", + "Ġth ì", + "Ġh á»įc", + "ĠÙĪ ت", + "t é", + "Ġا ÙĨ", + "Ġt ôi", + "Ġ×IJ ׳×Ļ", + "Ġ׾ ×Ļ", + "Ġ×ŀ ×ķ", + "Ġng Ãły", + "Ġn Æ°á»Ľc", + "Ġ×Ķ ×Ļ×IJ", + "Ġ×IJ ×Ļ", + "Ġh Æ¡n", + "ĠÙĩ Ø°Ùĩ", + "ĠÙĪ ÙĬ", + "ĠاÙĦ Ø°ÙĬ", + "Ġ×ķ ×ŀ", + "Ġgi á", + "Ġnh ân", + "Ġch ÃŃnh", + "Ġm ình", + "ĠÐĿ а", + "Ġth ế", + "Ġ×Ļ ×ķתר", + "Ġ×IJ ×Ŀ", + "Ġn ên", + "Ġh ợ", + "Ġhợ p", + "Ġc òn", + "ĠÙĩ ÙĪ", + "Ġc Æ¡", + "Ġr ất", + "ĠVi á»ĩt", + "Ġب عد", + "Ġש ×Ļ", + "Ġth á»Ŀi", + "Ġc ách", + "ĠÄij á»ĵng", + "Ġн о", + "Ġtr Æ°á»Ŀng", + "Ø Ł", + "ĠÄij á»ĭnh", + "ĠÄiji á»ģu", + "×Ļ ×Ļ×Ŀ", + "Ġth á»±c", + "n ın", + "Ġh ình", + "Ġn ói", + "Ġc ùng", + "Ġ×Ķ ×Ķ", + "ĠØ¥ ÙĨ", + "Ġ×IJ ×ij׾", + "Ġnh Æ°ng", + "Ġbi ết", + "Ġж е", + "Ġch úng", + "ĠÄij ang", + "ĠØ° ÙĦÙĥ", + "Ġl ên", + "Ġkh ách", + "Ġn Ãło", + "Ġs á»Ń", + "Ġkh ác", + "Ġë° ı", + "Ġl ý", + "×Ļ ×Ļ", + "ĠÄij ây", + "Ġ׾ ×ŀ", + "Ġc ần", + "Ġtr ình", + "Ġph át", + "ãģ« ãĤĤ", + "п о", + "Ġn Äĥng", + "Ġb á»Ļ", + "Ġv ụ", + "ĠÄij á»Ļ", + "Ñĩ е", + "Ġnh áºŃn", + "Ġtr Æ°á»Ľc", + "Ġ×¢ ×ĵ", + "Ġh Ãłnh", + "ĠØ® ÙĦاÙĦ", + "Ġl ượng", + "Ġc ấp", + "Ġtá» ±", + "Ġv ì", + "Ġt Æ°", + "Ġch ất", + "Ġ׼ ×ŀ×ķ", + "Ġg ì", + "Ġש ׳", + "Ġt ế", + "ת ×ķ", + "Ġnghi á»ĩp", + "Ġm ặt", + "ĠÙĥ Ùħا", + "Ġ×ij ×Ļף", + "Ġר ק", + "Ġth ấy", + "Ġmá y", + "ĠÙģ Ùī", + "Ġd ân", + "Ġ×IJ ×Ĺ×ĵ", + "Ġt âm", + "Ġ׼ ×ļ", + "Ġ׾ ×ķ", + "в о", + "Ġt ác", + "Ġto Ãłn", + "ĠÙĪ Ùħ", + "Ġk ết", + "Ġ หรืà¸Ń", + "ĠÙĪاÙĦ Ùħ", + "ĠÄiji á»ĥm", + "Ġ×ĸ ×ķ", + "Ġ×ij ×ķ", + "׼ ×ķת", + "Ġh á»Ļi", + "Ġb ằng", + "ت Ùĩا", + "Ġ׼ ×ĵ×Ļ", + "Ġ×Ķ ×Ŀ", + "Ġxu ất", + "ĠÙĤ د", + "Ġb ảo", + "Ġt á»ijt", + "Ġt ình", + "ĠÙĩ ÙĬ", + "ĠÄij á»iji", + "Ġthi ết", + "Ġhi á»ĩu", + "Ġti ếp", + "Ġt ạo", + "ת ×Ķ", + "Ġch ủ", + "o ÅĽÄĩ", + "Ġgi ú", + "Ġgiú p", + "Ġà ½", + "Ġqu ả", + "Ġlo ại", + "Ġc ô", + "Ġà ´", + "Ġô ng", + "Ġ×Ķ ×ķ", + "ĠاÙĦÙĬ ÙĪÙħ", + "ĠtÃŃ nh", + "г а", + "Ġph òng", + "Ġ Äĥn", + "Ġع اÙħ", + "Ġv á»ĭ", + "lar ını", + "r ÃŃa", + "Ġt Ỽi", + "ĠÄij Æ°á»Ŀng", + "Ġgi Ỽi", + "Ġb ản", + "Ġc ầu", + "Ġnhi ên", + "Ġb á»ĩnh", + "Ġth Æ°á»Ŀng", + "Ġ×IJ ×Ļף", + "ĠÄij á»ģ", + "Ġh á»ĩ", + "Ġ×Ļש ר×IJ׾", + "Ġqu á", + "ĠÐĹ Ð°", + "ãģ® ãģ§ãģĻãģĮ", + "ĠÐŁ ÑĢи", + "Ġph ần", + "ĠÙĪ ÙĦا", + "ĠlỼ n", + "Ġtr á»ĭ", + "Ġcả m", + "Ġм о", + "Ġd ùng", + "ĠاÙĦ Ùī", + "ĠعÙĦÙĬ Ùĩ", + "ĠìŀĪ ìĬµëĭĪëĭ¤", + "ÙĬ ÙĤ", + "ĠÙĤ بÙĦ", + "Ġho ặc", + "ĠØŃ ÙĬØ«", + "Ġ à¸Ĺีà¹Ī", + "Ġغ ÙĬر", + "ĠÄij ại", + "Ġsá»ij ng", + "нÑĭ ми", + "Ġth ức", + "Ġפ ×Ļ", + "ĠÄiji á»ĩn", + "ãģª ãģĭãģ£ãģŁ", + "Ġgi ải", + "Ġv ẫn", + "Ġи Ñħ", + "Ġö nce", + "Ġv áºŃy", + "Ġmu á»ijn", + "Ġ ảnh", + "à¹ĥà¸Ļ à¸ģาร", + "ĠQu á»ijc", + "Ġk ế", + "׳ ×IJ", + "Ġס ×Ļ", + "Ġy êu", + "ãģ® ãģĭ", + "ĠÄij ẹ", + "ĠÄijẹ p", + "Ġch ức", + "Ġy ıl", + "ĠTür kiye", + "d é", + "ĠÙĤ اÙĦ", + "Ġd á»ĭch", + "ĠolduÄŁ u", + "Ġch á»įn", + "Ġت Ùħ", + "หà¸Ļ ึà¹Īà¸ĩ", + "ãģķãĤĮ ãģŁ", + "Ġph áp", + "ìĽ Ķ", + "Ġti á»ģn", + "ãģĹ ãģ¾ãģĹãģŁ", + "Ġש ׾×IJ", + "ÙĦ Ø©", + "Ġ׾פ ׳×Ļ", + "Ġ×ij ×Ļת", + "ĠH Ãł", + "ĠØŃ Øª", + "ĠØŃت Ùī", + "Ġ×¢ ×ķ×ĵ", + "Ġn ó", + "Ġth áng", + "à¹Ģลืà¸Ń à¸ģ", + "ר ×Ķ", + "Ġt Äĥng", + "Ġcá i", + "Ġtri á»ĥn", + "Ġ×IJ×ķת ×ķ", + "ìłģ ìĿ¸", + "ĠC ông", + "Ġ׾×Ķ ×Ļ×ķת", + "Ġг ода", + "и Ñİ", + "Ġب عض", + "Ġ à¸ģาร", + "èī¯ ãģĦ", + "ÙĪ ت", + "Ġli ên", + "ĠÐĿ о", + "ĠÐĿ е", + "çļĦ ãģª", + "ĠÙħ ت", + "ĠÑĤак же", + "ĠкоÑĤоÑĢ Ñĭе", + "Ġ×Ļ ×ĵ×Ļ", + "Ġtr á»įng", + "ãĤµ ãĤ¤ãĥĪ", + "ìłģ ìľ¼ë¡ľ", + "Ġt áºŃp", + "Ġש ׾×Ļ", + "íķĺ ê²Į", + "Ġt Ãłi", + "ĠÐ ¯", + "Ġr á»ĵi", + "ا Ùĥ", + "Ġth Æ°Æ¡ng", + "Ġ×Ķ ×ĸ×Ķ", + "ĠÙĪ ÙħÙĨ", + "à¸Ĺีà¹Ī มี", + "Ġcu á»Ļc", + "Ġbü yük", + "ãģ¨ ãģĭ", + "Ġ×ij ×Ļ×ķתר", + "Ġl ần", + "Ġgö re", + "Ġtr ợ", + "Ġ×ĺ ×ķ×ij", + "ÑĤÑĮ ÑģÑı", + "Ġth á»ijng", + "Ġ׼ ש", + "Ġti êu", + "Ġ×ŀ×IJ ×ķ×ĵ", + "Ø Ľ", + "k Äħ", + "Ġ à¹ĥà¸Ļ", + "Ġv ấn", + "Ġש ׾×ķ", + "ĠÄij á»ģu", + "Ùģ ت", + "Ġê²ĥ ìĿ´", + "Ġh óa", + "ĠاÙĦع اÙħ", + "ĠÙĬ ÙĪÙħ", + "к ой", + "Ġbi á»ĩt", + "ÑģÑĤ о", + "Ġ×Ķ ×Ļ×ķ", + "à¸Ĺีà¹Ī à¸Īะ", + "Ġ×ĵ ×Ļ", + "Ġ×IJ ×ļ", + "Ġá n", + "ص ÙĪر", + "Ġtr ÃŃ", + "ĠÐŁÑĢ о", + "Ġl á»±c", + "ãģĹãģ¦ ãģĦãģ¾ãģĻ", + "Ġb Ãłi", + "Ġ×ĸ ×IJת", + "Ġb áo", + "à¸ļ à¸Ļ", + "ĠëĮĢ íķľ", + "Ġti ế", + "Ġtiế ng", + "Ġb ên", + "ãģķãĤĮ ãĤĭ", + "s ión", + "Ġt ìm", + "×¢ ×ķ", + "m é", + "ни Ñı", + "ãģ» ãģ©", + "Ġà¹Ģà¸ŀ ราะ", + "ب Ø©", + "Ġë¶ Ħ", + "Ġ×IJ ×ĸ", + "à¸Ĺ à¹Īาà¸Ļ", + "ת ×Ŀ", + "Ġth êm", + "Ġho ạt", + "y ı", + "×ĸ ×ķ", + "Ġgi á»Ŀ", + "Ġb án", + "à¸Ĥ าย", + "Ñĩ а", + "Ġ à¹Ĩ", + "ĠاÙĦÙħ ت", + "ĠоÑĩ енÑĮ", + "Ġb ất", + "Ġtr ẻ", + "ÑĤ ÑĢ", + "ĠØ£ ÙĨÙĩ", + "ĠØ« Ùħ", + "Ġ׼ ×ŀ×Ķ", + "Ġkh ó", + "Ġr ằng", + "ĠÙĪ ÙģÙĬ", + "ни й", + "Ġho Ãłn", + "t ó", + "Ġ×IJ שר", + "ĠìĥĿ ê°ģ", + "Ñģ а", + "Ġ׼ ×ijר", + "ĠÑįÑĤ ом", + "lar ının", + "Ġch Æ°a", + "з и", + "Ġd ẫn", + "ĠÐļ ак", + "ج ÙĪ", + "ĠбÑĭ ло", + "ĠÙĬ ت", + "n ı", + "ÅĤ am", + "ĠÙĪÙĩ ÙĪ", + "×ij ×ķ", + "п и", + "ר ת", + "Ġqu á»ijc", + "ж д", + "ĠÄij Æ¡n", + "Ùĥت ب", + "Ġm ắt", + "ระ à¸ļ", + "ระà¸ļ à¸ļ", + "ĠÙĥ اÙĨت", + "Ġth ân", + "สิà¸Ļ à¸Ħà¹īา", + "×Ĵ ×Ļ", + "Ġph Æ°Æ¡ng", + "à¹Ħมà¹Ī à¹Ħà¸Ķà¹ī", + "ĠìĦ ±", + "ĠC ác", + "Ġ×Ķ×ŀ ×ķ", + "ĠÑĤ ем", + "Ġ×ĵ ×ķ", + "à¸Ńะ à¹Ħร", + "Ġv Äĥn", + "ãģª ãģ®ãģ§", + "ĠN á»Ļi", + "Ġ×¢ ×ķ", + "ãĤīãĤĮ ãĤĭ", + "Ġs áng", + "Ġgö ster", + "ãģĵãģ¨ ãĤĴ", + "Ġtaraf ından", + "Ġм а", + "ĠпоÑģл е", + "Ġ׳ ×Ļת", + "Ġ׳×Ļת ף", + "Ġл еÑĤ", + "Ġ׾ ׳×ķ", + "Ñģ Ñģ", + "Ġ×Ļ ×ķ", + "п е", + "ĠÙĪ ÙĦÙĥ", + "ĠÙĪÙĦÙĥ ÙĨ", + "Ġngo Ãłi", + "ĠÄij á»ĭa", + "r zÄħd", + "dz iaÅĤ", + "ĠÙħ ر", + "иÑĤÑĮ ÑģÑı", + "Ġ×IJ×Ĺר ×Ļ", + "Ġ׾ ׼׾", + "à¸Ĥ à¹īà¸Ńม", + "à¸Ĥà¹īà¸Ńม ูล", + "Ġб ол", + "Ġбол ее", + "جÙħ ع", + "л еÑĤ", + "Ġl á»ĭch", + "ĠÙħ Ø«ÙĦ", + "Ġ그리 ê³ł", + "Ġth ứ", + "ĠdeÄŁ il", + "ÙĪ ØŃ", + "Ġש׾ ×ļ", + "ĠÙħ ØŃÙħد", + "Ġn ếu", + "ĠÄij á»ķi", + "Ġv ừa", + "Ġm á»įi", + "Ġо ни", + "Ġl úc", + "ĠÙĬ ÙĥÙĪÙĨ", + "ì§ Ī", + "Ġש׾ ׳×ķ", + "ĠÐĶ о", + "Ġש ׳×Ļ", + "ล ิ", + "×IJ פשר", + "Ġs ức", + "ê¶ Į", + "Ġ ứng", + "à¹Ħมà¹Ī มี", + "Ø·ÙĦ ب", + "ĠÑĩ ем", + "Ġch uyên", + "Ġth ÃŃch", + "Ġ×ķ ×Ļ", + "íķ ©", + "ĠÙħ صر", + "д о", + "ĠÄij ất", + "Ġch ế", + "à¸Ĭ ืà¹Īà¸Ń", + "Ġìĭ ł", + "ĠØ¥ ذا", + "Ġر ئÙĬس", + "Ġש ×Ļש", + "Ġgiả m", + "Ñģ ка", + "lar ında", + "Ġs ợ", + "ĠtÃŃ ch", + "ĠÙĦ ÙĥÙĨ", + "Ġب Ùħ", + "×¢ ×ķ×ij", + "×¢×ķ×ij ×ĵ", + "ÅĤÄħ cz", + "ları na", + "Ġש ×Ŀ", + "ĠÙĦ ت", + "Ġש×Ķ ×ķ×IJ", + "t ów", + "Ġëĭ¤ 른", + "ĠØ£ Ùĥثر", + "ãģ® ãģ§ãģĻ", + "׼ ×Ļ×Ŀ", + "ĠolduÄŁ unu", + "ãģĭ ãģª", + "ãĤĤ ãģĨ", + "ÙĬ ØŃ", + "Ġnh ìn", + "Ġngh á»ĩ", + "ãģ«ãģª ãģ£ãģ¦", + "п а", + "Ġquy ết", + "ÙĦ ÙĤ", + "t á", + "Ġlu ôn", + "ĠÄij ặc", + "Ġ×IJ ר", + "Ġtu á»ķi", + "s ão", + "ìĻ ¸", + "ر د", + "ĠبÙĩ ا", + "Ġ×Ķ×Ļ ×ķ×Ŀ", + "×ķ ×ķ×Ļ", + "ãģ§ãģĻ ãģŃ", + "ĠÑĤ ого", + "Ġth ủ", + "ãģĹãģŁ ãģĦ", + "ر ÙĤ", + "Ġb ắt", + "г Ñĥ", + "Ġtá» Ń", + "ÑĪ а", + "Ġ à¸Ľà¸µ", + "Ġ×Ķ×IJ ×Ŀ", + "íı ¬", + "ż a", + "Ġ×IJת ×Ķ", + "Ġn á»Ļi", + "Ġph ÃŃ", + "ĠÅŁek ilde", + "Ġl á»Ŀi", + "d ıģı", + "Ġ׼×IJ ף", + "Ġt üm", + "Ġm ạnh", + "ĠM ỹ", + "ãģĿ ãĤĵãģª", + "Ġnh á»ı", + "ãģª ãģĮãĤī", + "Ġb ình", + "ı p", + "à¸ŀ า", + "ĠÄij ánh", + "ĠÙĪ ÙĦ", + "ר ×ķת", + "Ġ×IJ ×Ļ×ļ", + "Ġch uyá»ĥn", + "Ùĥ ا", + "ãĤĮ ãĤĭ", + "à¹ģม à¹Ī", + "ãĤĪ ãģı", + "ĠÙĪ ÙĤد", + "íĸ Īëĭ¤", + "Ġn Æ¡i", + "ãģ«ãĤĪ ãģ£ãģ¦", + "Ġvi ết", + "Ġà¹Ģà¸ŀ ืà¹Īà¸Ń", + "ëIJĺ ëĬĶ", + "اد ÙĬ", + "ĠÙģ Ø¥ÙĨ", + "ì¦ Ŀ", + "ĠÄij ặt", + "Ġh Æ°á»Ľng", + "Ġx ã", + "Ġönem li", + "ãģł ãģ¨", + "Ġm ẹ", + "Ġ×ij ×Ļ", + "Ġ×ĵ ×ijר", + "Ġv áºŃt", + "ĠÄij ạo", + "Ġdá»± ng", + "ĠÑĤ ом", + "ĠÙģÙĬ Ùĩا", + "Ġج ÙħÙĬع", + "Ġthu áºŃt", + "st ÄĻp", + "Ġti ết", + "Ø´ ÙĬ", + "Ġе Ñīе", + "ãģĻãĤĭ ãģ¨", + "ĠmÃł u", + "ĠÑįÑĤ ого", + "Ġv ô", + "ĠÐŃ ÑĤо", + "Ġth áºŃt", + "Ġn ữa", + "Ġbi ến", + "Ġn ữ", + "Ġ׾ ׼×Ŀ", + "×Ļ ×Ļף", + "Ġس ت", + "ĠÐŀ ÑĤ", + "Ġph ụ", + "ê¹Į ì§Ģ", + "Ġ׾ ×ļ", + "Ġk ỳ", + "à¹ĥ à¸Ħร", + "Ġg ây", + "ĠÙĦ ÙĦÙħ", + "Ġtụ c", + "ت ÙĬÙĨ", + "Ġtr ợ", + "Ġ׾ פ×Ļ", + "Ġb á»ij", + "ĠÐļ а", + "ĠÄij ình", + "ow Äħ", + "s ında", + "Ġkhi ến", + "s ız", + "Ġк огда", + "ס ׾", + "ĠбÑĭ л", + "à¸Ļ à¹īà¸Ńย", + "обÑĢаР·", + "Ġê²ĥ ìĿ´ëĭ¤", + "ëĵ¤ ìĿĢ", + "ãģ¸ ãģ®", + "Ġà¹Ģม ืà¹Īà¸Ń", + "Ġph ục", + "Ġ׊׾ק", + "Ġh ết", + "ĠÄij a", + "à¹Ģà¸Ķà¹ĩ à¸ģ", + "íĺ ķ", + "l ÃŃ", + "ê¸ ī", + "Ġع دد", + "ĠÄij á»ĵ", + "Ġg ần", + "Ġ×Ļ ×ķ×Ŀ", + "Ġs Ä©", + "ÑĢ Ñıд", + "Ġquy á»ģn", + "Ġ×IJ ׾×IJ", + "Ùĩ Ùħا", + "׳ ×Ļ×Ķ", + "׾ ×ķת", + "Ġ×Ķר ×ij×Ķ", + "Ġti ên", + "Ġal ın", + "Ġd á»ħ", + "人 ãģĮ", + "но Ñģ", + "л ÑģÑı", + "ĠÄij Æ°a", + "ส าว", + "иÑĢов ан", + "Ġ×ŀס פר", + "×Ĵ ף", + "Ġki ến", + "ĠÐ ¨", + "p é", + "б Ñĥ", + "ов ой", + "б а", + "ĠØ¥ ÙĦا", + "×IJ ׾×Ļ", + "Ġx ây", + "Ġb ợi", + "Ġש ×ķ", + "人 ãģ®", + "ק ×Ļ×Ŀ", + "à¹Ģà¸Ķ ืà¸Ńà¸Ļ", + "Ġkh á", + "Ġ×ķ ׾×Ķ", + "×ĵ ×ķת", + "Ġ×¢ ×ij×ķר", + "Ġبش ÙĥÙĦ", + "ĠÙĩÙĨا Ùĥ", + "ÑĤ ÑĢа", + "Ġ íķĺëĬĶ", + "ร à¸Ńà¸ļ", + "owa ÅĤ", + "h é", + "Ġdi á»ħn", + "Ġ×Ķ ׼׾", + "ĠØ£ س", + "Ġch uyá»ĩn", + "ระ à¸Ķัà¸ļ", + "ĠNh ững", + "Ġ×IJ ×Ĺת", + "ĠØŃ ÙĪÙĦ", + "л ов", + "׳ ר", + "Ġ×ķ ׳", + "Ġch Æ¡i", + "Ġiç inde", + "ÑģÑĤв Ñĥ", + "Ġph á»ij", + "ĠÑģ Ñĥ", + "ç§ģ ãģ¯", + "Ġch ứng", + "Ġv á»±c", + "à¹ģ à¸Ń", + "Ġl áºŃp", + "Ġtừ ng", + "å°ij ãģĹ", + "ĠNg uy", + "ĠNguy á»ħn", + "ĠÙģÙĬ Ùĩ", + "Ġб а", + "×Ļ ×Ļת", + "Ġ×ľ×¢ ש×ķת", + "Ġ×ŀ ׼", + "Ġnghi á»ĩm", + "Ġм ного", + "Ġе е", + "ëIJĺ ìĸ´", + "Ġl ợi", + "Ġ׾ ׾×IJ", + "Ġ׼ ף", + "Ġch ÃŃ", + "ãģ§ ãģ®", + "×Ĺ ×ķ", + "ש ×ķ×Ŀ", + "Ġ×ŀ ר", + "ĠÐĶ лÑı", + "Å ģ", + "Ġ׼×IJ שר", + "ĠM á»Ļt", + "ĠÙĪاÙĦ ت", + "ĠìĿ´ 룰", + "ÅŁ a", + "Ġchi ến", + "Ġaras ında", + "Ġ×ij ×IJתר", + "ãģķãĤĮ ãģ¦ãģĦãĤĭ", + "Ø´ ÙĥÙĦ", + "Ġt ượng", + "Ġت ت", + "ĠC ó", + "Ġb á»ı", + "Ġtá»ī nh", + "Ġkh ÃŃ", + "ĠпÑĢ оÑģÑĤ", + "ĠпÑĢоÑģÑĤ о", + "ĠÙĪ ÙĤاÙĦ", + "Ġgi áo", + "ĠN ếu", + "×IJ ×ŀר", + "×¢×ł×Ļ ×Ļף", + "íİ ¸", + "Ùĩد Ùģ", + "ĠB á»Ļ", + "Ġb Ãłn", + "Ġng uyên", + "Ġgü zel", + "ส าย", + "ì² ľ", + "×ŀ ×ķר", + "Ġph ân", + "ס פק", + "ק ×ij׾", + "ĠاÙĦÙħ تØŃ", + "ĠاÙĦÙħتØŃ Ø¯Ø©", + "ائ د", + "Ġ×IJ ×ŀר", + "Ġki ÅŁi", + "ì¤ Ģ", + "Ġtr uyá»ģn", + "ĠÙĦ Ùĩا", + "ĠÐľ а", + "à¸ļริ ษ", + "à¸ļริษ ั", + "à¸ļริษั à¸Ĺ", + "Ġש ׳×Ļ×Ŀ", + "Ġмен Ñı", + "ÅŁ e", + "Ġdi á»ĩn", + "Ġ×IJ׳ ×Ĺ׳×ķ", + "k ü", + "Ġc á»ķ", + "Ġm á»Ĺi", + "w ä", + "Ùħ ÙĬ", + "Ġhi á»ĥu", + "ëĭ ¬", + "Ġ×Ķ ×Ĺ׾", + "Ġt ên", + "Ġki á»ĩn", + "ÙĨ ÙĤÙĦ", + "Ġv á»ĩ", + "×ĵ ת", + "ĠÐłÐ¾ÑģÑģ ии", + "л Ñĥ", + "ĠاÙĦع ربÙĬØ©", + "ĠØ· رÙĬÙĤ", + "Ġ×Ķ×ij ×Ļת", + "Ñģ еÑĢ", + "Ġм не", + "ä u", + "Ġtri á»ĩu", + "ĠÄij ủ", + "Ġר ×ij", + "ت ÙĩÙħ", + "à¸ĭ ี", + "Ġì§Ģ ê¸Ī", + "li ÅĽmy", + "د عÙħ", + "ãģł ãĤįãģĨ", + "Ñģки е", + "Ġh á»ıi", + "Ġק ×ķ", + "ÑĢÑĥ Ñģ", + "ÙĨ ظر", + "ãģ® ãĤĤ", + "Ġ×Ķ ׼×Ļ", + "ĠìĽ IJ", + "ÙĪ Ùĩ", + "ĠÙĪ Ùİ", + "ĠB ạn", + "п лаÑĤ", + "Ġ×ŀ ×ŀש", + "лÑİ Ð±", + "ĠнÑĥж но", + "Ġth Æ°", + "ãģ µ", + "ãģı ãĤīãģĦ", + "ر Ø´", + "ר ×ķ×Ĺ", + "ĠÙĬ تÙħ", + "Ġצר ×Ļ×ļ", + "Ġph á", + "ม à¸Ńà¸ĩ", + "Ġ×ij×IJ ×ķפף", + "Ġcả nh", + "Ġíķľ ëĭ¤", + "Ġ×Ķ×ŀ ת", + "à¸ķà¹Īาà¸ĩ à¹Ĩ", + "มี à¸ģาร", + "Ñģки Ñħ", + "ĠÐĴ Ñģе", + "Ġا ÙĪ", + "ج ÙĬ", + "ãģĵãģ¨ ãģ¯", + "Ġd Ãłi", + "Ġh á»ĵ", + "èĩªåĪĨ ãģ®", + "à¹Ħ หà¸Ļ", + "ëĵ¤ ìĿĦ", + "ĠV Äĥn", + "Ġд аж", + "Ġдаж е", + "Ñĭ ми", + "лаÑģ ÑĮ", + "ÙĬ ÙĪÙĨ", + "ÙĨ ÙĪ", + "c ó", + "ãģĹãģ¦ ãģĦãģŁ", + "ãģł ãģĭãĤī", + "طاÙĦ ب", + "Ġc á»Ńa", + "п ÑĢоÑģ", + "ãģªãģ© ãģ®", + "รุ à¹Īà¸Ļ", + "Ġchi ếc", + "л Ñĭ", + "ĠÑıвлÑı еÑĤÑģÑı", + "Ġn á»ķi", + "ãģ® ãģĬ", + "Ġ×IJת ×Ŀ", + "ĠëķĮ문 ìĹIJ", + "à¸ģล าà¸ĩ", + "ĠbaÅŁ ka", + "ìĦ Ŀ", + "ĠÑĨ ел", + "Ùģ ÙĤ", + "ãģ«ãĤĪ ãĤĭ", + "ÙĤ ا", + "Ġçı kar", + "Ġcứ u", + "Ø· ا", + "Ġש ת", + "à¹Ĥ à¸Ħ", + "Ġ×ŀ ׾", + "Ġ×Ķ פר", + "Ġг де", + "ĠØ® Ø·", + "åīį ãģ«", + "c jÄĻ", + "Ġ׊ש×ķ×ij", + "ר×Ĵ ×¢", + "Ġkho ảng", + "ĠÄij á»Ŀi", + "ĠÐł е", + "Ġо на", + "Ġ×IJ ׳×ķ", + "ãģ® ãģ«", + "ĠاÙĦØ° ÙĬÙĨ", + "кÑĥ п", + "ãĤµ ãĥ¼ãĥ", + "ãĤµãĥ¼ãĥ ĵ", + "ãĤµãĥ¼ãĥĵ ãĤ¹", + "в ал", + "г е", + "Ġgi ữa", + "ĠKh ông", + "ĠâĹ ĭ", + "à¸ģล ุà¹Īม", + "ĠÙħÙĨ Ø°", + "à¸Ń à¹Īาà¸Ļ", + "ĠÑģп оÑģоб", + "ĠÄij á»Ļi", + "Ġdi ÄŁer", + "Ġ à¸ĸà¹īา", + "Ùħ Ø«ÙĦ", + "Ġ×Ķ×IJ ×Ļ", + "Ġد ÙĪÙĨ", + "ÙĬر اÙĨ", + "Ñī и", + "بÙĨ اء", + "ĠØ¢ خر", + "ظ Ùĩر", + "Ġ×ij ׼", + "ĠاÙĦÙħ ع", + "ãĥ Ĵ", + "Ġt ất", + "Ġm ục", + "ĠdoÄŁ ru", + "ãģŁ ãĤī", + "Ġס ×ķ", + "Ġx ác", + "ร à¸Ń", + "ĠcÄĥ n", + "Ġон л", + "Ġонл айн", + "Ġk ý", + "Ġch ân", + "Ġ à¹Ħมà¹Ī", + "اØŃ Ø©", + "r án", + "׳×Ļ ×Ļ×Ŀ", + "Ġ×ij ף", + "ĠÐ ĸ", + "à¸ķร à¸ĩ", + "д Ñĭ", + "Ġs ắc", + "ÙĦ ت", + "ãĥŃ ãĥ¼", + "ĠÙĦ ÙĨ", + "Ġר ×ķ", + "Ġd Æ°á»Ľi", + "à¹Ģ à¸ĺ", + "à¹Ģà¸ĺ à¸Ń", + "e ÄŁi", + "Ġ×ķ ש", + "ĠÙĦ Ø£", + "Ġg ặp", + "Ġc á»ij", + "ãģ¨ ãģ¦ãĤĤ", + "رÙĪ س", + "Ġ׾×Ķ ×Ļ", + "Ġë³ ¸", + "ä¸Ĭ ãģĴ", + "Ġm ức", + "Ñħ а", + "Ġìŀ ¬", + "à¸ī ัà¸Ļ", + "ÑĢÑĥ ж", + "Ġaç ık", + "ÙĪ اÙĦ", + "Ġ×ĸ ×ŀף", + "人 ãģ¯", + "ع ÙĬÙĨ", + "Ñı Ñħ", + "Ġ×Ĵ×ĵ ×ķ׾", + "ר ×ķ×ij", + "g ó", + "ëĿ¼ ê³ł", + "Ġark adaÅŁ", + "ÙĨ شر", + "Ġгод Ñĥ", + "ĠболÑĮ ÑĪе", + "ãģ¡ãĤĩ ãģ£ãģ¨", + "Ġcâ u", + "Ġs át", + "íĶ ¼", + "Ġti ến", + "íķ´ ìķ¼", + "ĠÙĪ Ø£ÙĨ", + "à¸Ļ าà¸Ļ", + "Ġ×ij×IJ×ŀ צע", + "Ġ×ij×IJ×ŀצע ×ķת", + "Ġ׾ ר", + "Ġqu ản", + "ĠÙĪاÙĦ Ø£", + "Ġ×IJ×ķת ×Ķ", + "Ġìĸ´ëĸ ¤", + "Ġê²ĥ ìĿĢ", + "ØŃس ÙĨ", + "Ġm ất", + "à¸Ħ ูà¹Ī", + "ãĥ¬ ãĥ¼", + "ĠÐĶ а", + "Ġol ması", + "Ġthu á»Ļc", + "׳ ×Ĺ", + "íĨ ł", + "Ġsö yle", + "ãģĿãģĨ ãģ§ãģĻ", + "Ġت ÙĥÙĪÙĨ", + "л ÑĥÑĩ", + "׾ ×Ļ×ļ", + "ĠØ£ ØŃد", + "ли ÑģÑĮ", + "ĠвÑģ его", + "Ġ×Ķר ×ij", + "Ġëª »", + "o ÄŁ", + "oÄŁ lu", + "ĠìĦ ł", + "Ġк аÑĢ", + "à¸łà¸² à¸Ħ", + "e ÅĦ", + "Ġ à¸ģà¹ĩ", + "Ġa ynı", + "Ġb Ãł", + "ãģªãĤĵ ãģ¦", + "Ġ모 ëĵł", + "ÙĤر ار", + "ãģĹãģª ãģĦ", + "ĠÐĴ о", + "ĠÙĪÙĩ ÙĬ", + "ни ки", + "ãĤĮ ãģŁ", + "Ġchu ẩn", + "ר ×¢", + "Ùģ رÙĬÙĤ", + "ãĤĴ åıĹãģij", + "ĠÄij úng", + "б е", + "׼ ×ķ×Ĺ", + "п Ñĥ", + "Ġ×ķ ×Ĵ×Ŀ", + "×ŀ ׳×Ļ", + "íĸ ¥", + "צ ×Ļ×Ŀ", + "à¸ĭ ิ", + "Ùĩ ÙĨ", + "н ем", + "Ġ×ij×ij ×Ļת", + "ر ع", + "Ġ ส", + "ĠÄIJ Ãł", + "íķĺ ëĭ¤", + "Ġ ấy", + "×Ĺ ×ķ×ĵ", + "×Ĺ×ķ×ĵ ש", + "ĠÑĩеÑĢ ез", + "Ñĥ л", + "ĠB ình", + "Ġê²ĥ ìĿĦ", + "Ġ×Ĵ ר", + "ä»ĺ ãģij", + "×Ĺ׾ ק", + "Ġت ÙĦÙĥ", + "à¹ĥส à¹Ī", + "sz Äħ", + "ÙĤ اÙħ", + "د ÙĪر", + "ĠÙģ ÙĤØ·", + "Ġh ữu", + "Ġмог ÑĥÑĤ", + "Ġg á»įi", + "Ġק ר", + "à¸Īะ มี", + "ت ÙĤدÙħ", + "Ġع بر", + "Ġ׾×Ķ ×Ŀ", + "ĠÑģам о", + "ס ×ĵר", + "Ġc Ãłng", + "r ÃŃ", + "Ġìŀ ¥", + "ëĵ¤ ìĿĺ", + "ĠÙĦ Ùĥ", + "п оÑĢÑĤ", + "Ġkh ả", + "ĠÑģеб Ñı", + "׳ ף", + "Ġد ÙĪر", + "Ġm ợ", + "Ġcâ y", + "Ġf ark", + "Ġfark lı", + "а ÑİÑĤ", + "Ġtr á»±c", + "wiÄĻks z", + "Ġthu á»ijc", + "Ġت ØŃت", + "ت ÙĦ", + "ов Ñĭе", + "ëĤ ł", + "Ġв ам", + "بÙĦ غ", + "Ġê°Ļ ìĿĢ", + "íĮ IJ", + "ÙĦ ب", + "Ġnas ıl", + "Ġод ин", + "м ан", + "ĠعÙĦÙĬ Ùĩا", + "б и", + "Ġפ ש×ķ×ĺ", + "×ijר ×Ļ", + "Ġש ׳×Ķ", + "Ġëı Ħ", + "ĠÄIJ ại", + "Ġ×IJ×ķת ×Ŀ", + "ĠاÙĦØŃ Ø±", + "Ġб о", + "à¸Ī ุà¸Ķ", + "Ġr õ", + "ĠdeÄŁi ÅŁ", + "Ġëĭ ¨", + "ĠÑģлÑĥÑĩ а", + "ĠÑģлÑĥÑĩа е", + "Ġ×IJ׳ ש×Ļ×Ŀ", + "×ĵ ×£", + "ש×ij ת", + "Ġש׾ ׼×Ŀ", + "Ġch ú", + "nik ów", + "Ġtan ı", + "Ġcá o", + "ĠÄij á", + "Ġ×IJ ×ĵ×Ŀ", + "Ġê° ķ", + "Ġnhi á»ĩm", + "Ġ׾ ס", + "Ġ×Ľ×ª ×ij", + "Ġ×Ķס פר", + "ĠÄij Äĥng", + "Ġë ijIJ", + "à¸ľ ิ", + "à¸ľà¸´ ว", + "ج ا", + "Ġê° IJ", + "ر Ø£", + "ست خدÙħ", + "ãģ«ãģªãĤĬ ãģ¾ãģĻ", + "Ġtá» ·", + "×ĺ ×ķר", + "г овоÑĢ", + "Ġв оÑģ", + "ĠÙħÙĨ Ùĩا", + "иÑĢов аÑĤÑĮ", + "ĠÄij ầy", + "׳ ×Ĵ", + "ĠÙħ ÙĪ", + "ĠÙħ ÙĪÙĤع", + "ר׼ ×Ļ", + "ت Ùı", + "ëª ¨", + "Ġת ×ķ", + "ÙĬا Ùĭ", + "à¹ĥ à¸Ķ", + "ãĤĬ ãģ¾ãģĻ", + "à¸Ńยูà¹Ī à¹ĥà¸Ļ", + "ĠØ£ ÙĪÙĦ", + "ĠØ£ خرÙī", + "Ġc Æ°", + "ص ار", + "×ŀ׊ש×ij", + "б ÑĢа", + "ÅĦ ski", + "б ÑĢ", + "ĠÙĬ Ùı", + "à¸ģ ิà¸Ļ", + "Ġch á»ijng", + "Ùħ Ùı", + "Ġ à¸Ħืà¸Ń", + "Ġت ÙĨ", + "t ÃŃ", + "y Äĩ", + "Ġm ạng", + "Ùģ ÙĪ", + "Ġdü nya", + "ק ר×IJ", + "Ġק ׾", + "ĠØŃ Ø§ÙĦ", + "c ÃŃa", + "Ġà¹Ģ รา", + "Ġר ×ķצ×Ķ", + "Ġá p", + "ë° ķ", + "ا ÙĤØ©", + "ни Ñİ", + "Ġ×IJ ׾×ķ", + "Ġ×ŀס ×ķ", + "ãģ§ãģ¯ ãģªãģı", + "Ġtr ả", + "Ġק שר", + "mi ÅŁtir", + "Ġl Æ°u", + "Ġh á»Ĺ", + "ĠбÑĭ ли", + "Ġl ấy", + "عÙĦ Ùħ", + "Ġö zel", + "æ°Ĺ ãģĮ", + "Ġ×ĵ ר×ļ", + "Ùħ د", + "s ını", + "׳ ×ķש×IJ", + "r ów", + "Ñĩ еÑĢ", + "êµIJ ìľ¡", + "ĠÐľ о", + "л ег", + "ĠV Ỽi", + "วัà¸Ļ à¸Ļีà¹ī", + "ÑİÑī ие", + "ãģĬ ãģĻ", + "ãģĬãģĻ ãģĻ", + "ãģĬãģĻãģĻ ãĤģ", + "ëı ħ", + "Ġ×Ļ×Ķ ×Ļ×Ķ", + "×ŀ ×ĺר", + "Ñı ми", + "Ġl á»±a", + "ĠÄij ấu", + "à¹Ģส ียà¸ĩ", + "Ġt Æ°Æ¡ng", + "ëĵ ±", + "ĠÑģÑĤ аÑĢ", + "à¹ĥ à¸ļ", + "ว ัà¸Ķ", + "ĠÄ° stanbul", + "Ġ à¸Īะ", + "à¸ķ ลาà¸Ķ", + "Ġب ÙĬ", + "à¹ģà¸Ļ ะ", + "à¹ģà¸Ļะ à¸Ļำ", + "س اعد", + "Ġب Ø£", + "Ġki á»ĥm", + "ØŃ Ø³Ø¨", + "à¸Ĭั à¹īà¸Ļ", + "Ġ×ķ ×¢×ķ×ĵ", + "ов ÑĭÑħ", + "оÑģ нов", + "Ġtr Æ°á»Łng", + "צ ×ij×¢", + "ĠÃŃ t", + "Ġk ỹ", + "cr é", + "Ñı м", + "êµ °", + "ãģĮ ãģªãģĦ", + "ÙĬÙĦ Ø©", + "ãĥķ ãĤ£", + "ر Ùī", + "ĠÙĬ جب", + "Ġ×IJ ×£", + "Ġc á»±c", + "ãĤīãĤĮ ãģŁ", + "Ġ à¸ľà¸¹à¹ī", + "Ġ à¸Ń", + "lar ımız", + "Ġkad ın", + "Ġê·¸ ëŀĺ", + "Ġê·¸ëŀĺ ìĦľ", + "ĠëĺIJ ëĬĶ", + "ĠÄij ả", + "ĠÄijả m", + "Ġ×IJ ×ķ×ŀר", + "Ġy ếu", + "ci Äħ", + "ciÄħ g", + "Ġt á»ij", + "Ġש×IJ ׳×Ļ", + "Ġdz iaÅĤa", + "Ñī а", + "ĠÄij Ãłn", + "s ına", + "ãģĵãĤĮ ãģ¯", + "Ġ×ij ׾×Ļ", + "Ġ×ij ×Ļשר×IJ׾", + "л оÑģÑĮ", + "Ġgi ữ", + "ê° IJ", + "ÑĢ он", + "تج ار", + "г лав", + "в ин", + "Ġh ạn", + "Ġyapı lan", + "ب س", + "Ġ à¸ŀรà¹īà¸Ńม", + "ê´Ģ 리", + "mÄ±ÅŁ tır", + "b ü", + "r ück", + "ĠBaÅŁkan ı", + "ĠÙĦ ÙĬس", + "Ġs Æ¡", + "à¸Īัà¸ĩ หว", + "à¸Īัà¸ĩหว ัà¸Ķ", + "د اء", + "Ġ×Ķ ׼", + "v ÃŃ", + "ש ×IJר", + "Ġh Æ°á»Łng", + "Ġb óng", + "ĠCh ÃŃnh", + "Äħ c", + "à¹Ģà¸ģีà¹Īยว à¸ģัà¸ļ", + "Ġtá» ©", + "Ġtứ c", + "ĠÑĨ веÑĤ", + "Ġt á»iji", + "ĠnghÄ© a", + "ÙĦا عب", + "د ÙĦ", + "Ġפע ×Ŀ", + "h ör", + "à¸Ĭ ุà¸Ķ", + "à¸ŀ ู", + "à¸ŀู à¸Ķ", + "п аÑģ", + "ĠÅŁ u", + "Ġt Æ°á»Łng", + "خار ج", + "Ġâ m", + "ĠинÑĤеÑĢ еÑģ", + "ен нÑĭÑħ", + "×IJ ׳×Ļ", + "بد Ø£", + "ëĿ¼ ëĬĶ", + "ì¹ ´", + "æĸ¹ ãģĮ", + "ли в", + "Ġ à¸Ħà¸Ļ", + "ער ×ļ", + "à¸Ĥà¸Ńà¸ĩ à¸Ħุà¸ĵ", + "п ад", + "Ġc ạnh", + "ĠëĤ ¨", + "ĠÄij âu", + "Ġbi á»ĥu", + "ãĤĤ ãģĤãĤĭ", + "׾ ×Ĵ", + "Ġ สำหรัà¸ļ", + "Ġxu á»ijng", + "ס ×ķ", + "ĠØ° ات", + "ĠÐľ е", + "ع اÙĦÙħ", + "×IJ ס", + "ب ÙĬØ©", + "Ø´ ا", + "и ем", + "ĠNg Æ°á»Ŀi", + "íĺ ij", + "Ñģл ов", + "Ġп а", + "Ġm ẫu", + "ĠпÑĢоÑĨ еÑģÑģ", + "ĠNh Ãł", + "пÑĢо из", + "пÑĢоиз вод", + "à¸łà¸²à¸¢ à¹ĥà¸Ļ", + "Ġ à¸ļาà¸Ĺ", + "×ŀ ׳×ķ", + "ĠоÑĢг ан", + "רצ ×ķ", + "×ķ×ŀ ×Ļ×Ŀ", + "Ġyaz ı", + "Ġd ù", + "ãĥ¬ ãĥ³", + "ÙĪÙĦ ÙĬ", + "ย ู", + "Ġtr ò", + "à¹Ģà¸ŀ ลà¸ĩ", + "Ġ×ŀ ׾×IJ", + "à¸ķ ล", + "à¸ķล à¸Ńà¸Ķ", + "ĠÄij ạt", + "Ġ×Ĺ×ĵ ש", + "p óÅĤ", + "Ġ×ŀ ×ĵ×Ļ", + "ujÄħ c", + "×ŀ׳×Ķ ׾", + "Ġש×ij ×ķ", + "Ġ×Ķ×ŀש פ×ĺ", + "Ġ×IJ ׾×Ķ", + "ĠÙĪ Ø°ÙĦÙĥ", + "à¹Ģà¸ŀ ราะ", + "ĠÄijo Ãłn", + "Ġíķ¨ ê»ĺ", + "Ġd ục", + "Ø´ ت", + "Ġ ula", + "Ġula ÅŁ", + "Ġqu ý", + "Ġ×Ķ ×Ĵ×ĵ×ķ׾", + "à¸ķัà¹īà¸ĩ à¹ģà¸ķà¹Ī", + "Ġש ר", + "Ø´ Ùĩد", + "׳ ש×Ļ×Ŀ", + "à¸ŀ ล", + "رÙĪ ا", + "ãĤĮ ãģ¦", + "Ġн иÑħ", + "Ġдел а", + "ãģ§ãģį ãģªãģĦ", + "ÅĤo ż", + "×IJ ×Ĺר", + "ì ½Ķ", + "ãĤ¢ ãĥĥãĥĹ", + "د Ùģع", + "Ġti á»ĩn", + "Ġkh á»ı", + "Ġkhá»ı e", + "ĠاÙĦع اÙħØ©", + "ãģ« ãģĤãĤĭ", + "ĠÄij á»Ļc", + "ì¡ ±", + "Ġc ụ", + "й ÑĤе", + "Ġзак он", + "ĠпÑĢо екÑĤ", + "ìĸ ¸", + "ÙĦ ØŃ", + "ĠçalÄ±ÅŁ ma", + "ãĤĴ ãģĻãĤĭ", + "Ñħ и", + "ع اد", + "Ġ׳ ×ŀצ×IJ", + "Ġר ×Ļ", + "à¸Ńà¸Ńà¸ģ มา", + "ĠT ôi", + "Ġth ần", + "ĠÙĬ ا", + "ล าย", + "Ġав ÑĤо", + "Ġsı ra", + "ĠÙĥ Ø«ÙĬر", + "Ùħ ÙĬز", + "ĠاÙĦع ÙĦÙħ", + "æĸ¹ ãģ¯", + "×ķ×¢ ×ĵ", + "Ġобла ÑģÑĤи", + "×Ļ׾ ×Ļ×Ŀ", + "ãģĮ åĩº", + "à¸ĺ ุ", + "à¸ĺุ ร", + "à¸ĺุร à¸ģิà¸Ī", + "ÙĤت ÙĦ", + "ר×IJ ×ķ", + "Ġng u", + "Ġngu á»ĵn", + "Ġ มา", + "Ġпл ан", + "t ório", + "Ġcu á»iji", + "Ñģк ом", + "ĠاÙĦÙħ اض", + "ĠاÙĦÙħاض ÙĬ", + "Ġ×ij×¢ ׾", + "Ġר ×ij×Ļ×Ŀ", + "Ġlu áºŃn", + "Ùĥ ÙĪ", + "à¸Ĺัà¹īà¸ĩ หมà¸Ķ", + "в ан", + "Ġtho ại", + "à¹Ħ à¸Ń", + "б иÑĢ", + "ĠاÙĦ ض", + "ت ا", + "ĠÑĢ од", + "ĠV Ãł", + "×ŀ ×Ļף", + "ĠбÑĭ ла", + "к ами", + "ĠÐĶ е", + "t ık", + "קר ×Ļ", + "ĠeÄŁ itim", + "ĠÙĥ بÙĬر", + "ب Ùĥ", + "ĠÙĦ ÙĪ", + "в ой", + "Ġ ãģĵãģ®", + "ĠÑĤ ÑĢÑĥд", + "my ÅĽl", + "Ġs Æ°", + "à¸ŀ ีà¹Ī", + "Ġ à¹ģลà¹īว", + "×¢ ק", + "Ġ×Ĺ×ijר ת", + "ระ หว", + "ระหว à¹Īาà¸ĩ", + "×Ļ ×Ļ×Ķ", + "ĠاÙĦÙĨ اس", + "ün ü", + "Ġ׾ ×ŀ×Ķ", + "Ġch Æ°Æ¡ng", + "ĠH á»ĵ", + "ار ت", + "ãĤĪãģĨ ãģ§ãģĻ", + "l á", + "ק×Ļ ×Ļ×Ŀ", + "æľ¬ å½ĵ", + "æľ¬å½ĵ ãģ«", + "ãģĵãĤĵ ãģª", + "Ñģ ов", + "Ġ×ķ ×Ĺ", + "à¹Ģà¸ģ à¹ĩà¸ļ", + "Ġк ÑĤо", + "à¹Ĥร à¸Ħ", + "ĠØ´ رÙĥØ©", + "ع زÙĬ", + "عزÙĬ ز", + "Ø·ÙĦ ÙĤ", + "п ÑĥÑģÑĤ", + "Ùģ تØŃ", + "ëŀ Ģ", + "Ġhã y", + "ض Ùħ", + "ë¦ °", + "åł´åIJĪ ãģ¯", + "ãĤª ãĥ¼", + "Ġh ắn", + "Ġ×IJ ×ij×Ļ×ij", + "Ġש׾×Ķ ×Ŀ", + "Ġ×Ķ×Ļ ×Ļת×Ķ", + "ĠاÙĦد ÙĪÙĦØ©", + "ĠاÙĦ ÙĪÙĤ", + "ĠاÙĦÙĪÙĤ ت", + "ãģĤ ãģ¾ãĤĬ", + "Ġta ÅŁÄ±", + "Ä° N", + "×¢ סק", + "ãģ¦ ãģĦãģŁ", + "Ġtá»ķ ng", + "ĠاÙĦØ¥ ÙĨس", + "ĠاÙĦØ¥ÙĨس اÙĨ", + "ÑĢ еÑĪ", + "Ġg ái", + "ĠÑĨ ен", + "ĠÙģ ÙĤد", + "Ùħ ات", + "ãģķãĤĵ ãģ®", + "Ġph ù", + "×ĺ ×Ķ", + "ĠÙĪاÙĦ تÙĬ", + "Ġب Ùĥ", + "ìĿ´ ëĤĺ", + "к Ñģ", + "Ùħ ÙĬر", + "Ġv ùng", + "ĠاÙĦØ´ عب", + "ĠNh Æ°ng", + "ãĥĢ ãĥ¼", + "Ġ×Ĺ×Ļ ×Ļ×Ŀ", + "ĠØ´ خص", + "ק ×ķ×ĵ", + "ê² Ģ", + "×¢ ש", + "×¢ ×ķ׾×Ŀ", + "צ ×ķר", + "ع ÙĤد", + "ĠiÅŁ lem", + "Ġ×Ķ×ij ×IJ", + "Ġd ưỡng", + "à¸Ł รี", + "Ġph ÃŃa", + "ãģ®ä¸Ń ãģ§", + "Ġп и", + "Ġng Ãłnh", + "ним а", + "ĠÙĩ ÙĦ", + "Ġ×ķ ×IJת", + "ĠÄij áng", + "é quipe", + "ĠÑįÑĤ оÑĤ", + "Ġgö rev", + "ë§ ¤", + "Ġqu ân", + "å¼ķ ãģį", + "æĻĤ ãģ«", + "Ġب Ùħا", + "×ŀ ×Ļת", + "Ġü lke", + "Ġ×ŀק ×ķ×Ŀ", + "×ij ף", + "æ°Ĺ æĮģãģ¡", + "Ġë§İ ìĿĢ", + "Ġyük sek", + "ÑĨ енÑĤÑĢ", + "ĠÙħ جÙĦس", + "ç§ģ ãģ®", + "ÙĤد ر", + "Ġë¶Ģ ë¶Ħ", + "Ġì° ¨", + "خر ج", + "ãģĭ ãģªãĤĬ", + "ë³´ ëĭ¤", + "Ġ×ŀ ×Ļ×ĵ×¢", + "peÅĤ ni", + "Ġx á»Ń", + "ìĹIJìĦľ ëĬĶ", + "ĠباÙĦ Ùħ", + "ĠÙĪ Ùħا", + "ĠÑįÑĤ ой", + "ب ÙĬÙĨ", + "n ü", + "ØŃ Ø²", + "ØŃز ب", + "ĠÑĢабоÑĤ а", + "ĠNh áºŃt", + "ÙĦ اء", + "Ġëĵ ¤", + "Ġëĵ¤ ìĸ´", + "ãĤĦãģĻ ãģĦ", + "×Ĺ×ĸ ק", + "Ġ×Ķ×Ĺ ×ijר×Ķ", + "п иÑĤ", + "ãģĭãĤī ãģ®", + "Ġë§IJ ìĶĢ", + "Ġפ ×ķ", + "ÙĦ Ùİ", + "à¹Ģà¸ķà¹ĩ ม", + "ĠÐļ о", + "Ġm ówi", + "Ġt ÃŃn", + "ר×Ĵ ש", + "פר ק", + "Ġtr ạng", + "ĠÐŀ н", + "×Ĺ ×ķ×¥", + "ĠعÙĨد Ùħا", + "Ġب ر", + "使 ãģĦ", + "Ġr á»Ļng", + "ëĮĢ ë¡ľ", + "íĪ ¬", + "Ġktóry ch", + "в ид", + "ลูà¸ģ à¸Ħà¹īา", + "Ġmog Äħ", + "Ġש ×Ĺ", + "×ij ×Ĺר", + "ãĥĸ ãĥŃãĤ°", + "ĠTh Ãłnh", + "Ġ×Ķ ר×Ļ", + "ĠÑģÑĤ аÑĤÑĮ", + "ĠH á»Ļi", + "à¸ļ à¹īาà¸ĩ", + "çī¹ ãģ«", + "ĠÄIJ ức", + "èĢħ ãģ®", + "×¢ ×ŀ×ķ×ĵ", + "×ĺר ×Ķ", + "Ð ¥", + "ĠÙħ Ùħا", + "Ġe ÅŁ", + "ĠнеобÑħодим о", + "ник ов", + "Ġüzer inde", + "a ÅĤa", + "Ġchá»ĭ u", + "ĠاÙĦ دÙĬÙĨ", + "أخ بار", + "ĠÄij au", + "ãģĮ å¤ļãģĦ", + "jÄħ cych", + "د Ø®ÙĦ", + "ları nd", + "larınd an", + "Ġs ẻ", + "à¸ŀิ à¹Ģศ", + "à¸ŀิà¹Ģศ ษ", + "ת ף", + "t ıģı", + "Ġlu áºŃt", + "ĠÅŀ e", + "ãĤ« ãĥ¼", + "ãģ® ãģĤãĤĭ", + "Ġ×Ķ×IJ תר", + "ĠاÙĦØ¢ ÙĨ", + "ıld ı", + "Ġá o", + "ĠнаÑĩ ал", + "Ġvi á»ĩn", + "Ġ×ij×¢ ×ķ׾×Ŀ", + "з наÑĩ", + "×Ļ×ĺ ×Ķ", + "к ам", + "ĠÐĺ з", + "à¹Ģà¸Ĥ ียà¸Ļ", + "à¸Ļ à¹īà¸Ńà¸ĩ", + "ÑĤ ÑĢо", + "à¹Ģ à¸Ł", + "Ġжиз ни", + "Ġ สà¹Īวà¸Ļ", + "Ġv áºŃn", + "Ġê´Ģ 볨", + "Ġl âu", + "ס ×ĺר", + "ק ש", + "س ÙĬر", + "Ġ×IJ×ķת ×Ļ", + "Ġm ôi", + "ائ ب", + "Ġо ÑģÑĤа", + "Ġm ón", + "Ġ×ij ×ŀק×ķ×Ŀ", + "Ġد اخÙĦ", + "Ġ×IJ ×ķר", + "Ġв аÑģ", + "Ùĥ Ø´Ùģ", + "ìĺ ¨", + "à¸ĸ à¹Īาย", + "Ġkullan ıl", + "Ġt ô", + "ãģ« ãĤĪãĤĬ", + "ĠëĺIJ íķľ", + "Ġ×¢×ij×ķ×ĵ ×Ķ", + "Ġri ê", + "Ġriê ng", + "Ġyak ın", + "ز ا", + "Å »", + "×IJ ×ķ׼׾", + "شار Ùĥ", + "Ġб еÑģ", + "× ´", + "Ġا بÙĨ", + "ĠTá»ķ ng", + "ÙĨ ظ", + "ÅĽwi ad", + "ãĤµ ãĥ¼", + "ห าย", + "ĠG ün", + "Ġhakk ında", + "à¹Ģà¸Ĥà¹īา มา", + "ز ÙĨ", + "ĠÐł о", + "Ġbi á»ĥn", + "ãģ© ãģĵ", + "Ùģ عÙĦ", + "ز ع", + "פר ×ĺ", + "Ġ×Ķ ף", + "Ø£ ÙĩÙĦ", + "Ġth ất", + "ØŃ ÙħÙĦ", + "Ñĩ Ñĥ", + "ĠìĤ¬ ìĭ¤", + "ì° ¸", + "ĠìľĦ íķ´", + "ÙĪ ظ", + "ĠÐŁ од", + "Ġkho ản", + "ÑĤ ен", + "ĠÙģ اÙĦ", + "Ñģ ад", + "à¸Ļ à¸Ńà¸Ļ", + "ĠاÙĦسعÙĪد ÙĬØ©", + "\" ØĮ", + "ĠاÙĦ ÙĴ", + "ãĤī ãģļ", + "Ġto án", + "Ġch ắc", + "׼ ×Ļר", + "m éd", + "méd ia", + "ز ÙĪ", + "Ġyan ı", + "פ ׳×Ļ×Ŀ", + "ØŃ Ø¸", + "Ġб еÑģп", + "ĠбеÑģп лаÑĤ", + "ĠбеÑģплаÑĤ но", + "ĠØ£ ÙħاÙħ", + "à¸Ń าย", + "à¸Ńาย ุ", + "ר שת", + "Ġg á»ĵ", + "Ġgá»ĵ m", + "Ġu á»ijng", + "ص ب", + "k ır", + "ãĥij ãĥ¼", + "Ġ׾×ĵ עת", + "Ġк ÑĥпиÑĤÑĮ", + "׾ ×ķ×Ĺ", + "ÙĪض ع", + "ÙĤÙĬ Ùħ", + "à¸Ľ า", + "ж ив", + "à¸Ķ ิà¸Ļ", + "×IJ ×ķפ", + "à¹Ģล à¹ĩà¸ģ", + "ãĥĥ ãĥī", + "иÑĩеÑģки Ñħ", + "ĠCh ủ", + "кÑĢ аÑģ", + "ÙĪ صÙĦ", + "p ÅĤat", + "м оÑĢ", + "Ġ×Ķ×IJ ×ķ", + "à¸Ń ิà¸Ļ", + "Ġíķľ êµŃ", + "гÑĢ е", + "Ġìłľ ê³µ", + "ì° ½", + "Ġê°ľìĿ¸ ìłķë³´", + "Ġngh á»ĭ", + "à¸ĭ า", + "ØŃس اب", + "Ġby ÅĤa", + "ÙħÙĦ Ùĥ", + "иÑĩеÑģки е", + "Ġb ác", + "ض ØŃ", + "ê¸ ¸", + "ש ×ŀ×¢", + "Ġìĸ´ëĸ »", + "Ġìĸ´ëĸ» ê²Į", + "ìĽ Į", + "ات Ùĩ", + "à¹Ĥรà¸ĩ à¹ģ", + "à¹Ĥรà¸ĩà¹ģ รม", + "خد ÙħØ©", + "ĠÐł а", + "׼×ķ׾ ×Ŀ", + "×ŀש ×Ĺק", + "ĠÙĪ ÙĥاÙĨ", + "ס ×ķ×£", + "ĠاÙĦØŃÙĥÙĪÙħ Ø©", + "Ġ×ij ×ĺ", + "Ġtr áºŃn", + "Ġ×Ķ×¢ ×ķ׾×Ŀ", + "ĠÃŃ ch", + "t Äħ", + "ש×ŀ ×ķ", + "Ġ×Ķר×IJש ×ķף", + "Ġíķĺ ê³ł", + "ãģķ ãĤī", + "ãģķãĤī ãģ«", + "ãģ« ãģĹãģ¦", + "Ġ à¸ľà¸¡", + "ãģ® ãĤĪãģĨãģª", + "ĠÙĪ ÙĤت", + "ãĥį ãĥĥãĥĪ", + "ÙĦ عب", + "ÙĪ Ø´", + "ìĺ ¬", + "Ġ หาà¸ģ", + "Ġm iaÅĤ", + "à¸Ĺ à¸Ńà¸ĩ", + "иÑĤ а", + "ا صر", + "ил ÑģÑı", + "з е", + "à¸Ľà¸£à¸° มาà¸ĵ", + "ãģĿãĤĮ ãģ¯", + "Ġb ır", + "Ġbır ak", + "صÙĨ اع", + "Ð ®", + "Ø´ عر", + "Ġ׳ ×Ĵ×ĵ", + "Ġب سبب", + "ãĥĿ ãĤ¤", + "ãĥĿãĤ¤ ãĥ³ãĥĪ", + "ĠاÙĦج ÙĪ", + "ĠнеÑģк олÑĮко", + "Ġki ếm", + "Ùģ Ùİ", + "Ġض د", + "×ij×Ļ×ĺ ×ķ×Ĺ", + "تاب ع", + "ÙĨ ز", + "ĠB ản", + "Ġaç ıkl", + "Ġaçıkl ama", + "Ġ à¸Ħุà¸ĵ", + "à¸Ĺ า", + "ÅĤ ów", + "Ø· ب", + "ÙĨ ØŃÙĨ", + "Ġ×ŀק ×ķר", + "ĠÄ° s", + "Ġдом а", + "Ġ วัà¸Ļ", + "Ġd Ãłnh", + "Ñı н", + "ми ÑĢ", + "Ġm ô", + "ĠvÃł ng", + "ص اب", + "s ının", + "à¸Ħ ืà¸Ļ", + "Ø® بر", + "×ĸ׼ ×ķ", + "Ġ×ŀ ש×Ķ×ķ", + "m ü", + "Ġкомпани и", + "Ġ×Ķ×¢ ×Ļר", + "ĠÙĥ ÙĪ", + "ÙĤÙĦ ب", + "ĠlỼ p", + "и ки", + "׳ ×ij", + "à¹Ĥ à¸Ħร", + "à¹Ĥà¸Ħร à¸ĩ", + "à¹Ĥà¸Ħรà¸ĩ à¸ģาร", + "×ŀ×ķ×¢ ×ĵ", + "ÑıÑĤ ÑģÑı", + "หลัà¸ĩ à¸Īาà¸ģ", + "ени Ñİ", + "Ġש ×¢", + "Ġb Æ°á»Ľc", + "ãĥ¡ ãĥ¼ãĥ«", + "ãĤĦ ãĤĬ", + "Ġ×Ļ×ķ×ĵ ×¢", + "Ġê´Ģ íķľ", + "ĠاÙĦØ£ Ùħر", + "Ġböl ge", + "ĠÑģв ой", + "ÙĦ س", + "Ġ×ŀ×Ļ ×ķ×Ĺ×ĵ", + "ĠëĤ´ ìļ©", + "ĠØ£ جÙĦ", + "ĠÄIJ ông", + "Ġ×ŀ ×ł×ª", + "Ġìĭľ ê°Ħ", + "Ùĥ Ùİ", + "ãģ¨ãģĦãģĨ ãģ®ãģ¯", + "Ġnale ży", + "تÙĨظ ÙĬÙħ", + "ĠÑģозд а", + "Ġph é", + "Ġphé p", + "ãģ§ãģį ãģ¾ãģĻ", + "Ġع ÙĦÙħ", + "大ãģį ãģª", + "ãĤ² ãĥ¼ãĥł", + "í ħĮ", + "Ġ׼×ķ׾ ׾", + "ĠинÑĤеÑĢ неÑĤ", + "ĠT ừ", + "ãģ¨ ãģªãĤĭ", + "ز اÙĦ", + "Ġktóry m", + "Ġnh é", + "ìĪ ľ", + "н ев", + "д еÑĢ", + "ãĤ¢ ãĥĹãĥª", + "i á»ĩu", + "×ij ×Ļ׾", + "Ġت س", + "ĠÄIJ ây", + "ĠاÙĦØ® اصة", + "Ġà¹Ģ à¸Ĭ", + "Ġà¹Ģà¸Ĭ à¹Īà¸Ļ", + "ص اد", + "Ġd ạng", + "س عر", + "Ġש ×Ļ×ŀ×ķש", + "×Ĵ ×Ļ×Ŀ", + "ãģĮãģĤ ãģ£ãģŁ", + "п ÑĢов", + "пÑĢов од", + "Ġ×IJ ×Ļ׳×ķ", + "Ġ׾ ר×IJ", + "Ġ׾ר×IJ ×ķת", + "ĠØ£ ÙģضÙĦ", + "ĠØŃ ÙĦ", + "ĠØ£ بÙĪ", + "ê° ķ", + "Ġì§ ij", + "ãģ® ãĤĪãģĨãģ«", + "Ġפ ׳×Ļ", + "ס ×Ļ×Ŀ", + "ĠÙĪÙĩ ذا", + "Ġka ç", + "Ġé én", + "Ġê± ´", + "ë° Ķ", + "Ñĥ з", + "à¸Ĥà¸Ńà¸ĩ à¹Ģรา", + "i ÅĤ", + "ĠÐľ Ñĭ", + "Ġch ết", + "ĠاÙĦØ« اÙĨÙĬ", + "×IJ ק", + "Ġ×ķ ×¢×ľ", + "ĠاÙĦØ· ب", + "×ij×ĺ ×Ĺ", + "Ġج دÙĬدة", + "Ġع دÙħ", + "ع ز", + "สิà¹Īà¸ĩ à¸Ĺีà¹Ī", + "ãģĻ ãĤĮãģ°", + "ĠÄij ô", + "ì£ ł", + "د ÙĤ", + "н омÑĥ", + "Ġk á»ĥ", + "ãĤ¢ ãĥ³", + "å¤ļãģı ãģ®", + "à¸Ľà¸£à¸° à¸ģ", + "à¸Ľà¸£à¸°à¸ģ à¸Ńà¸ļ", + "פע×Ļ׾ ×ķת", + "ĠÑģÑĤ ол", + "may ı", + "ãģ¤ ãģĦ", + "Ġyılı nda", + "Ġ à¸Īึà¸ĩ", + "koÅĦ cz", + "ĠTh ông", + "Ġак ÑĤив", + "н ÑģÑĤ", + "нÑģÑĤ ÑĢÑĥ", + "ĠÃĸ z", + "Ġת ×ŀ×Ļ×ĵ", + "ĠÙĥ ÙĨت", + "Ñģ иÑģÑĤем", + "pr és", + "prés ent", + "Ġn â", + "Ġnâ ng", + "gÅĤ os", + "ĠÙĪز ÙĬر", + "ØŃ ØµÙĦ", + "Ġиме еÑĤ", + "ØŃ Ø±ÙĥØ©", + "à¸ŀ à¹Īà¸Ń", + "ãĤĴ ãģĬ", + "Ġاست خداÙħ", + "×IJ×Ļר ×ķ×¢", + "ä»ĸ ãģ®", + "Ġש×Ķ ×Ŀ", + "ãģĹãģŁ ãĤī", + "ש×ŀ ×Ļ", + "Ñģ ла", + "m ı", + "Ġbaz ı", + "Ġíķĺ ì§Ģë§Į", + "×ĵ ׾", + "Ġyapt ıģı", + "ãĥĬ ãĥ¼", + "׾ ×Ļ׾×Ķ", + "ãģ¨ãģĦ ãģ£ãģŁ", + "änd ig", + "ĠÅŁ a", + "ĠÙģÙĬ Ùħا", + "иÑĤ елÑı", + "×ŀ ×ķש", + "à¸Ĥ à¸Ńà¸ļ", + "l ük", + "Ġh á»ĵi", + "Ġëª ħ", + "ĠاÙĦÙĥ Ø«ÙĬر", + "צ ×IJ", + "Ġhaz ır", + "طر Ùģ", + "ا ÙĬا", + "ĠÄij ôi", + "ен д", + "ÙĦ غ", + "×Ĺ ×ĸ×ķר", + "ĠвÑģ ег", + "ĠвÑģег да", + "ëIJĺ ê³ł", + "×ĵ ×ķ×ĵ", + "ан а", + "د ÙĪÙĦØ©", + "Ġho ạch", + "ع ÙĦا", + "عÙĦا ج", + "Ġ×ķ ×¢×ĵ", + "×Ķ ×Ŀ", + "ки й", + "ÙĦ ÙIJ", + "Ġ×¢ ׾×Ļ×ķ", + "ÑİÑī ий", + "Ġng ủ", + "صÙĨ ع", + "ĠاÙĦع راÙĤ", + "à¸ķà¹Īà¸Ń à¹Ħà¸Ľ", + "ãģŁãģı ãģķãĤĵ", + "Ġph ạm", + "ÙĦ اÙĨ", + "ات Ùĩا", + "Ġbö yle", + "تÙĨ ÙģÙĬ", + "تÙĨÙģÙĬ Ø°", + "Ġש×Ķ ×Ļ×IJ", + "Ñģ Ñĥ", + "ย าว", + "Ġש ×ķ׳×Ļ×Ŀ", + "Ġ×ŀ ×ķ׾", + "ĠÑģ ил", + "Ġ×IJ×Ĺר ×Ļ×Ŀ", + "Ġph ủ", + "ÙĤØ· ع", + "ĠTh ủ", + "à¸Ľà¸£à¸°à¹Ģà¸Ĺศ à¹Ħà¸Ĺย", + "ÙĨ ÙĤ", + "ĠÄijo ạn", + "Ġب Ø¥", + "п ÑĢедел", + "×ķת ×ķ", + "Ġy arı", + "пÑĢ е", + "ĠczÄĻ ÅĽci", + "ØŃ ÙĥÙħ", + "×ķ׳ ×Ļת", + "פע ׾", + "ãĤĴ ãģĹãģ¦", + "Ġktó rzy", + "׾ ×Ŀ", + "ĠÄIJi á»ģu", + "ĠкоÑĤоÑĢ аÑı", + "ĠìĿ´ ìĥģ", + "ãģĤ ãģ£ãģŁ", + "Ġ×ŀ×ĵ ×ķ×ijר", + "פ ×ķ×¢×ľ", + "d ım", + "éĢļ ãĤĬ", + "ĠбÑĥд ÑĥÑĤ", + "à¹Ģวà¹ĩà¸ļ à¹Ħà¸ĭ", + "à¹Ģวà¹ĩà¸ļà¹Ħà¸ĭ à¸ķà¹Į", + "ا خر", + "×Ĺ ×Ļ׾", + "Ġ×Ļ ׾", + "Ġ×Ļ׾ ×ĵ×Ļ×Ŀ", + "×Ĺ ×Ļפ", + "×Ĺ×Ļפ ×ķש", + "Ġd òng", + "Ġש ×ĸ×Ķ", + "ÑĮ е", + "ãģĤ ãģ¨", + "ìŀIJ ê°Ģ", + "×IJ ×ĵ", + "Ġü z", + "Ġüz ere", + "ظ ÙĦ", + "Ġ×IJ ×ķ׾×Ļ", + "Ġ×ij ×Ļ×ķ×Ŀ", + "ÙĦ ات", + "Ġm ê", + "ì¹ ¨", + "تØŃ Ø¯", + "تØŃد Ø«", + "ĠØ® اصة", + "Ġب رÙĨ", + "ĠبرÙĨ اÙħج", + "ĠH Ãłn", + "×Ĺ ×¡", + "ĠÙĪ ÙĦÙħ", + "×¢ ×Ŀ", + "Ġm ı", + "à¸Ł ัà¸ĩ", + "ש ×¢×Ķ", + "ÙĪÙģ ÙĤ", + "ס ×ij×Ļר", + "алÑĮ нÑĭй", + "×Ĺש ×ķ×ij", + "Ġn Ãłng", + "ë³ ¼", + "ĠкоÑĤоÑĢ ÑĭÑħ", + "Ġ×Ĺ ×ķק", + "t ör", + "ĠлÑĥÑĩ ÑĪе", + "ãĥij ãĥ³", + "ลà¹Īา สุà¸Ķ", + "Ġج دÙĬد", + "ÙĬد Ø©", + "à¸Ĺ รà¸ĩ", + "ãĤĪãĤĬ ãĤĤ", + "ÙĦ ÙĦ", + "ãĤĤ ãģ£ãģ¨", + "ש×ĺ ×Ĺ", + "Ġ×ķ ×IJ×Ļ", + "Ġgi á»ijng", + "Ø¥ ضاÙģ", + "ק ת", + "ë§ Ŀ", + "Ġzosta ÅĤ", + "ÑĢ оз", + "×Ļפ ×Ļ×Ŀ", + "Ġ׼׾ ׾", + "ת×ķ׼ ף", + "dıģ ını", + "ÙĤ سÙħ", + "ĠÑģ ÑĩиÑĤ", + "ĠÑģÑĩиÑĤ а", + "×ĺ ×ķת", + "Ġ Æ°u", + "ĠØ¢ ÙĦ", + "Ġм ом", + "Ġмом енÑĤ", + "ĠاÙĦتع ÙĦÙĬÙħ", + "×¢×ľ ×ķת", + "Ġch ữa", + "Ġy ön", + "Ġtr Ãł", + "ĠØŃ ÙĬÙĨ", + "à¸ĭ ั", + "ĠC á", + "×¢ ×ĸ", + "ĠاÙĦØ£ ÙħÙĨ", + "c ÃŃ", + "Ġv á»ijn", + "Ġ à¸Ļาย", + "об ÑĢа", + "ק ×IJ", + "Ġthi ếu", + "ãĥŀ ãĥ¼", + "ส วà¸Ļ", + "Ġg á»Ń", + "Ġgá»Ń i", + "Ġê ¹", + "Ġê¹ Ģ", + "Ġthi á»ĩn", + "ÙĤ ع", + "w ÄĻ", + "Ġн ам", + "ÑĤ ол", + "Ġs ân", + "ס ×ķ×Ĵ", + "Ġgeç ir", + "ÑĤ он", + "ев а", + "ĠÙĪ ضع", + "Ġع شر", + "Ñģ ло", + "à¸Ī ัà¸ļ", + "ãĤ· ãĥ¼", + "ãĤĤ ãģĤãĤĬãģ¾ãģĻ", + "Ġv ẻ", + "ĠÄIJ á»ĥ", + "ر Ùģع", + "ĠاÙĦØ£ÙĪÙĦ Ùī", + "ÑĤ аÑĢ", + "ãģªãģı ãģ¦", + "Ùħ Ùİ", + "qu ÃŃ", + "×¢×ł×Ļ ×Ļ׳", + "г ен", + "Ġh ôm", + "à¸Ī า", + "Ġnh Ỽ", + "ĠاÙĦع ربÙĬ", + "×IJ ף", + "Ġl á»Ļ", + "Ġje ÅĽli", + "à¹Ģà¸Ĺà¹Īา à¸Ļัà¹īà¸Ļ", + "ĠØ£ÙĨ Ùĩا", + "Ġt uy", + "Ġtuy á»ĩt", + "Ġت ص", + "Ġتص ÙĨÙĬ", + "ĠتصÙĨÙĬ Ùģ", + "Ġê·¸ëŁ¬ ëĤĺ", + "о ÑĨен", + "à¸ģิà¸Ī à¸ģรรม", + "ãĤĦ ãģ£ãģ¦", + "Ġkh á»ıi", + "Ġl á»ĩ", + "ĠاÙĦÙħج تÙħع", + "à¸Ńาà¸Ī à¸Īะ", + "à¸Īะ à¹Ģà¸Ľà¹ĩà¸Ļ", + "ов Ñĭй", + "ר ×Ŀ", + "ร à¹īà¸Ńà¸Ļ", + "ש ×ŀש", + "人 ãģ«", + "Ġüzer ine", + "פר ×Ļ", + "du ÄŁu", + "Ñĩ ик", + "Ġmù a", + "Ġ×ŀת ×ķ×ļ", + "Ġc áºŃp", + "Ġت ارÙĬØ®", + "×ij׾ ת×Ļ", + "Ġì¢ Ģ", + "ÙĦ ع", + "ب اÙĨ", + "Ġch út", + "Ġ×Ķ×ĸ ×ŀף", + "n ée", + "ĠLi ên", + "ĠÙĦÙĦ Ø£", + "ØŃد ÙĪد", + "Ġ×¢ ׼ש×Ļ×ķ", + "в оз", + "Ġyapt ı", + "Ġоб о", + "à¹ĥหà¹ī à¸ģัà¸ļ", + "Ġ×ij×Ķ ×Ŀ", + "ãģı ãģ¦", + "ر أس", + "ĠÑģÑĢед ÑģÑĤв", + "ĠB Ãłi", + "ãģĵãģ¨ ãģ«", + "ĠìĤ¬ íļĮ", + "Ġ모 ëijIJ", + "×ij ×IJ", + "Ġtr ắng", + "ĠاÙĦبÙĦ د", + "ĠHo Ãłng", + "ли бо", + "ĠдÑĢÑĥг иÑħ", + "Ä° R", + "Ñĥм а", + "ĠJe ÅĽli", + "ãĤĤ ãģĹ", + "Ġv òng", + "Ġ×IJתר ×Ļ×Ŀ", + "ĠÄij á»įc", + "Ġв оÑĤ", + "ãģł ãģĮ", + "ë° °", + "à¸Ķู à¹ģล", + "Ġ×ŀ ׼׾", + "ìĹIJ ëıĦ", + "г аз", + "Ġ׳×ķס פ×Ļ×Ŀ", + "ãģĵãģ¨ ãģ§", + "Ġت ÙĪ", + "ãģ§ ãģĤãĤĬ", + "à¸Ļั à¹Īà¸ĩ", + "ĠможеÑĤ е", + "sz ÄĻ", + "ãģ® ãģł", + "ĠÙħÙĨ Ùĩ", + "Ġb á»ķ", + "Ġb üt", + "Ġbüt ün", + "ë³´ ê³ł", + "Ġch á»ĵng", + "à¹ģà¸Ī à¹īà¸ĩ", + "ĠV ì", + "ĠØŃ Ø±", + "Ġgi ản", + "ĠÙħ دÙĬÙĨØ©", + "تط بÙĬÙĤ", + "à¸Ī ิ", + "æĹ¥ ãģ®", + "б ил", + "à¸ģ à¸Ńà¸ĩ", + "ê³ ³", + "ĠØ£ Ùħا", + "ìĨ IJ", + "Ġtr ái", + "ĠвÑģ ем", + "Ġس ÙĨØ©", + "ĠÑģай ÑĤ", + "Ġг оÑĤов", + "п Ñĭ", + "ĠëIJ ł", + "ĠاÙĦØ® Ø·", + "ĠاÙĦرئÙĬس ÙĬØ©", + "Ġíķ ©ëĭĪëĭ¤", + "ĠìķĦëĭĪ ëĿ¼", + "ĠìĿ´ ëłĩ", + "ĠìĿ´ëłĩ ê²Į", + ") ØĮ", + "h ält", + "ĠØ£ Ùħر", + "Ġع Ùħر", + "à¸ģà¹ĩ à¸Īะ", + "Ġ à¸Ĺำà¹ĥหà¹ī", + "Ġc ân", + "Ġ×ij ׾", + "Ġ×ij׾ ×ij×ĵ", + "פ סק", + "ĠÙĬ ÙĤÙĪÙĦ", + "н ÑĥÑĤÑĮ", + "à¹ģ à¸Ħ", + "Ġק צת", + "Ġn ằm", + "Ġh òa", + "bilit Ãł", + "ĠìĹĨ ëĭ¤", + "Ġ׼ פ×Ļ", + "ÑĢ ож", + "лаг а", + "Ġ×Ķש ×Ļ", + "ĠNgo Ãłi", + "ĠÙĪ ج", + "ĠÙĪج ÙĪد", + "ĠìľĦ íķľ", + "Ġus ÅĤug", + "Ġtu ần", + "d ź", + "×ŀ ×ķף", + "ĠاÙĦع دÙĬد", + "Ġch ẳng", + "สุà¸Ĥ à¸łà¸²à¸ŀ", + "Ġ×ij ×ĵר×ļ", + "ĠÑģеб е", + "ĠìŀĪ ìĿĦ", + "ĠاÙĦØŃ Ø§ÙĦ", + "Ġd á", + "Ġc Æ°á»Ŀi", + "Ġnghi ên", + "ie ÅĦ", + "ĠD Æ°Æ¡ng", + "ï¼ ħ", + "Ø´ د", + "ãģĦãģ¤ ãĤĤ", + "ĠвÑĭб оÑĢ", + "Ġc á»Ļng", + "ש ×Ļ׳×ķ×Ļ", + "Ġch ạy", + "Ġ×ij×¢ ׾×Ļ", + "اخ بار", + "íķĺ ë©°", + "ż Äħ", + "ج از", + "Ġ׳ ר×IJ×Ķ", + "ศ ู", + "ศู à¸Ļ", + "ศูà¸Ļ ยà¹Į", + "×Ĵ ×¢", + "Ġ×¢ ×ĵ×Ļ", + "Ġ×¢×ĵ×Ļ ×Ļף", + "بر ا", + "ÑĨи й", + "ĠÄIJ á»ĵng", + "ÙĤ اÙĨÙĪÙĨ", + "ĠÄij ứng", + "ãģĹãģŁ ãĤĬ", + "Ġ×Ĺ×Ļ ×Ļ", + "Ġë IJľ", + "ĠëIJľ ëĭ¤", + "Ġм еждÑĥ", + "à¸ŀวà¸ģ à¹Ģà¸Ĥา", + "ĠB ắc", + "ล ำ", + "ë° ±", + "ĠíĻ ķ", + "มาà¸ģ ม", + "มาà¸ģม าย", + "бан к", + "à¸Ńา à¸ģาร", + "Ġh Ãł", + "Ġ׾ ׳", + "à¸Ń à¸Ń", + "Ġë°Ķ ë¡ľ", + "л ом", + "m ática", + "ĠØŃ Ø¯", + "اب ت", + "à¸Ĺีà¹Ī à¸Ļีà¹Ī", + "Ġco ÅĽ", + "ÙģÙĬ دÙĬ", + "ÙģÙĬدÙĬ ÙĪ", + "ĠмеÑģÑĤ о", + "Ġph út", + "มาà¸ģ à¸ģวà¹Īา", + "×IJ פ", + "ب ÙIJ", + "ĠPh ú", + "ì± Ħ", + "ĠÙĪ سÙĦÙħ", + "à¸Īี à¸Ļ", + "поÑĤ ÑĢеб", + "Ġ×Ĺ×ĵ ש×ķת", + "Ø´ ÙĪ", + "Ġעצ ×ŀ×ķ", + "ĠعÙħÙĦ ÙĬØ©", + "à¸Ħุà¸ĵ à¸łà¸²à¸ŀ", + "ãģ¾ãģĻ ãģĮ", + "دع ÙĪ", + "طر ÙĤ", + "à¹Ħมà¹Ī à¸ķà¹īà¸Ńà¸ĩ", + "ë² Ķ", + "ìĬ ¹", + "Ġk ÃŃch", + "ĠìĹĨ ëĬĶ", + "ĠÑĤ ам", + "ĠÙĨ ØŃÙĪ", + "ĠاÙĦÙĤ اÙĨÙĪÙĨ", + "×Ĺ ×ķ×Ŀ", + "Ġk ız", + "Ġ×ĵ ×Ļף", + "ĠвÑĢем ени", + "ãģ£ãģŁ ãĤĬ", + "ĠØ´ Ùĩر", + "ĠìĦľ ë¹ĦìĬ¤", + "×¢ ש×Ķ", + "Ġgi ác", + "ĠاÙĦسÙĦ اÙħ", + "Ġ×IJ ש", + "ĠполÑĥÑĩ а", + "à¸Īัà¸Ķ à¸ģาร", + "к оÑĢ", + "Ġ×Ķ×ĺ ×ķ×ij", + "ราย à¸ģาร", + "주 ìĿĺ", + "à¹ģà¸ķà¹Ī ละ", + "Ġê·¸ëŁ° ëį°", + "à¸Ĺีà¹Ī à¹Ģà¸Ľà¹ĩà¸Ļ", + "Ġת ×ķ×ļ", + "بÙĬ اÙĨ", + "Ð Ļ", + "oÅĽci Äħ", + "ÑĤ ок", + "Ġà Ķ", + "ĠÃĶ ng", + "à¹Ħมà¹Ī à¹ĥà¸Ĭà¹Ī", + "ãģ¿ ãģ¦", + "ÐŁ о", + "ĠЧ ÑĤо", + "íĻ ©", + "×ĺ ×ij×¢", + "меÑĤ ÑĢ", + "Ġ×ij ×ŀ×Ķ", + "Ġ×ij×ŀ×Ķ ׾", + "Ġ×ij×ŀ×Ķ׾ ×ļ", + "Ñĩ ÑĮ", + "ק ש×Ķ", + "з нак", + "знак ом", + "uj ÄĻ", + "×Ļצ ר", + "ĠاÙĦÙħ ÙĦÙĥ", + "ı yla", + "×IJ×ŀ ת", + "à¸Ľ ิà¸Ķ", + "×IJ ×Ĺ×ĵ", + "ر اد", + "Ġm áºŃt", + "ëĭ¤ ëĬĶ", + "Ġl ạnh", + "ש׾ ×ķש", + "ØŃ Ø¯ÙĬØ«", + "ت ز", + "å¹´ ãģ®", + "Ġк ваÑĢ", + "ĠкваÑĢ ÑĤиÑĢ", + "ä½ľ ãĤĬ", + "رÙĪ ب", + "ов ан", + "ĠТ е", + "à¸Īำ à¸ģ", + "à¸Īำà¸ģ ัà¸Ķ", + "ب اط", + "×Ĵ ת", + "Ġм аÑĪ", + "ĠмаÑĪ ин", + "×Ļצ ×Ķ", + "ãģ» ãģ¨", + "ãģ»ãģ¨ ãĤĵãģ©", + "ÃŃ do", + "ĠÑı зÑĭк", + "à¸ļ ิà¸Ļ", + "สà¸ĸาà¸Ļ à¸Ĺีà¹Ī", + "ĠìĹ ´", + "ãĤ¦ ãĤ§", + "Ġc Ãł", + "п ан", + "åı£ ãĤ³ãĥŁ", + "Ġر د", + "اÙĤ ت", + "ĠÙĥ ب", + "ĠÙĥب ÙĬرة", + "ÑģÑĤ ал", + "ש×ŀ ×Ĺ", + "pos ición", + "ĠÙħÙĦÙĬ ÙĪÙĨ", + "ĠìĿ´ ìķ¼", + "ĠìĿ´ìķ¼ 기", + "Ġh út", + "ĠÅĽw iat", + "Ġë°© ë²ķ", + "ĠÑģв еÑĤ", + "Ġвиде о", + "ĠاÙĦÙĨ ظاÙħ", + "Ġtr á»Ŀi", + "ĠëĮĢ íķ´ìĦľ", + "ר ×ŀת", + "ت داÙĪÙĦ", + "×ķר ×ĵ", + "ת ×ŀ", + "ת×ŀ ×ķ׳×ķת", + "Ġ×ŀ ף", + "Ġдв а", + "Ġ×Ķק ×ķ", + "æĹ¥ ãģ«", + "Ġ×Ķ×Ĵ ×Ļ×¢", + "à¹Ģà¸ŀิà¹Īม à¹Ģà¸ķิม", + "Ùħار س", + "Ġê²ĥ ìŀħëĭĪëĭ¤", + "ãģªãģĦ ãģ¨", + "Ġnhi á»ĩt", + "ëIJ ©ëĭĪëĭ¤", + "Ġ×ij׳ ×ķש×IJ", + "Ġê°Ģ ìŀ¥", + "Ġv ợ", + "ĠÄij óng", + "צ×Ļ׾ ×ķ×Ŀ", + "ê´Ģ ê³Ħ", + "в аÑı", + "×IJ ×Ļ×ĸ", + "×IJ×Ļ×ĸ ×Ķ", + "ĠÙĨ ظاÙħ", + "ÙħØŃ Ø§Ùģظ", + "Ġt ải", + "기 ëıĦ", + "à¸Ľà¸±à¸Ī à¸Īุ", + "à¸Ľà¸±à¸Īà¸Īุ à¸ļัà¸Ļ", + "׼ ×ĵ×ķר", + "ĠìķĦ ìĿ´", + "׼׳ ×Ļס", + "à¹Ģ à¸ķร", + "à¹Ģà¸ķร ียม", + "Ġngo ại", + "ĠدÙĪÙĦ ار", + "Ġr ẻ", + "Ġkh Äĥn", + "عد د", + "Ø´ عب", + "czy Äĩ", + "ĠاÙĦ Ùĥر", + "ĠÑĩеловек а", + "ĠÙĪ Ø¥ÙĨ", + "×IJ ×ĺ", + "Ġth Æ¡", + "ĠاÙĦ رÙĬاض", + "оп ÑĢедел", + "опÑĢедел ен", + "×Ķ ×ŀש×ļ", + "ĠÐĿ ово", + "з Ñĭва", + "ĠاÙĦدÙĪÙĦ ÙĬ", + "ĠÄij áp", + "Ġк ÑĢед", + "ĠкÑĢед иÑĤ", + "ов ого", + "Ġm ôn", + "à¸Ľà¸£à¸° à¹Ĥย", + "à¸Ľà¸£à¸°à¹Ĥย à¸Ĭà¸Ļ", + "à¸Ľà¸£à¸°à¹Ĥยà¸Ĭà¸Ļ à¹Į", + "ÑģÑĤ е", + "ĠTh á»ĭ", + "د ÙĬØ©", + "×ŀצ ×ķ", + "Ùģ ات", + "ק ×ĵ×Ŀ", + "ìĿ´ëĿ¼ ê³ł", + "ÙĪ Ø®", + "Ġ×Ĺ ×ĸ", + "ĠÑĦоÑĤ о", + "׾ ×Ļת", + "ت Ùİ", + "ÙĪ بر", + "й ÑĤи", + "ĠÃ¶ÄŁ ren", + "Ġ×Ķ×ĸ ×ķ", + "Ġv á»įng", + "ÙĤÙĪ Ø©", + "ĠT ây", + "ĠÐĿ и", + "Ġש ×ķ×ij", + "ãģ¨è¨Ģ ãĤıãĤĮ", + "ãģ© ãĤĵãģª", + "׊צ×Ļ", + "ï½ ľ", + "Ġ×ķ×Ķ ×ķ×IJ", + "ä¸Ģ ãģ¤", + "ĠÑģÑĤо иÑĤ", + "ni Äħ", + "×ĺר ×Ļ", + "ĠдеÑĤ ей", + "нÑı ÑĤÑĮ", + "ĠÑģдел аÑĤÑĮ", + "Ġë§İ ìĿ´", + "ä½ķ ãģĭ", + "ãģĽ ãĤĭ", + "à¹Ħ หม", + "à¸ķิà¸Ķ à¸ķà¹Īà¸Ń", + "Ġ×ij ת×Ĺ", + "Ġ×ijת×Ĺ ×ķ×Ŀ", + "ìĻ Ħ", + "ì§Ģ ëĬĶ", + "ÑģÑĤ аÑĤ", + "ÑıÑģ н", + "ü b", + "Ġth ả", + "Ġ×ij×IJ×ŀ ת", + "Ġt uyến", + "×ĵ ×Ļר×Ķ", + "Ġ×IJ ×Ļש×Ļ", + "×ĸ׼ ר", + "ãģ° ãģĭãĤĬ", + "Ġx ét", + "׼ ×Ļ×ķ", + "׼×Ļ×ķ ×ķף", + "diÄŁ ini", + "ĠاÙĦÙħ ÙĪضÙĪع", + "Ġh áºŃu", + "à¸Īาà¸ģ à¸ģาร", + "×ijס ×Ļס", + "Ġ×ŀ×Ĵ ×Ļ×¢", + "×ij ×Ļ×¢", + "ĠÙĪ جÙĩ", + "à¹ģà¸Ķ à¸ĩ", + "à¸Ļ าà¸ĩ", + "ĠÅŀ a", + "ì ¡´", + "ë¡ Ģ", + "à¸ķ ะ", + "Ġ×Ķ×Ĺ×Ļ ×Ļ×Ŀ", + "Ùģ ÙĬد", + "ãģ§ãģĻ ãģĭãĤī", + "ê· ľ", + "ź ni", + "ĠлÑİ Ð´ÐµÐ¹", + "Ġyüz de", + "ıy orum", + "ĠاÙĦ بØŃر", + "e ño", + "п аÑĢ", + "ÙĬ ÙĤØ©", + "об ÑĢ", + "ר ×ķ×ļ", + "ت ÙĪÙĤع", + "ĠاÙĦØ´ ÙĬØ®", + "åĪĿ ãĤģãģ¦", + "ĠÑĤ елеÑĦ", + "ĠÑĤелеÑĦ он", + "Ġth ôi", + "Ġ×Ļ׼×ķ׾ ×Ļ×Ŀ", + "ĠÅŁ irk", + "ĠÅŁirk et", + "Ġìļ°ë¦¬ ê°Ģ", + "ĠÄij ông", + "Ġת ×ķ×ĵ×Ķ", + "ÑģмоÑĤÑĢ еÑĤÑĮ", + "ĠÙĦ ÙĩÙħ", + "Ġ׾ ׼", + "ĠN ó", + "ĠØŃ Ø§ÙĦØ©", + "ãģĦ ãģij", + "קר ×ķ", + "az ı", + "ãĤ³ ãĥ¼", + "ĠÙĦÙĦ ت", + "s ınız", + "ĠH ải", + "기 ìĪł", + "ยัà¸ĩ à¹Ħมà¹Ī", + "ëĭ¤ ê³ł", + "פ ×Ĺ", + "Ġ׾×Ĵ ×ij×Ļ", + "Ġع ÙĨÙĩ", + "Ġк аз", + "Ġказ ино", + "ب ÙĪر", + "ÑĦ еÑĢ", + "Ġê°Ļ ìĿ´", + "تس جÙĬÙĦ", + "ĠاÙĦÙħ رÙĥز", + "ĠTh ái", + "д аÑĤÑĮ", + "×ŀ×Ļ ×Ļ׾", + "Ġpay laÅŁ", + "ãģ¤ ãģ®", + "à¹Ģร ืà¸Ń", + "n ça", + "׳ ×ķ×Ĺ", + "Ġ×IJ פ×Ļ׾×ķ", + "ãģ¨ èĢĥãģĪ", + "ãģ¨ãģĹãģ¦ ãģ¯", + "à¹Ģà¸Ī à¸Ń", + "×ŀ פ", + "Ġg iriÅŁ", + "л иÑĤ", + "ÑĤ елÑı", + "Ñij н", + "æ°Ĺ ãģ«", + "Ġg ó", + "Ġgó p", + "åĪĩ ãĤĬ", + "Ġ×Ķ ×Ĺ×ĵש", + "ж ал", + "Ġ×ĵ עת", + "éģķ ãģĨ", + "à¹Ģà¸Ĥà¹īา à¹Ħà¸Ľ", + "Ġס ר×ĺ", + "e ña", + "æĸ° ãģĹãģĦ", + "ر Ùİ", + "ĠÐIJ ÑĢ", + "Ġph ản", + "à¸Īะ à¹Ħà¸Ķà¹ī", + "Ġ×ijצ ×ķר×Ķ", + "Ø´ اÙĩ", + "شاÙĩ د", + "ÙĪر د", + "à¹Ģà¸Ļืà¹Īà¸Ńà¸ĩ à¸Īาà¸ģ", + "или ÑģÑĮ", + "à¹ģละ à¸ģาร", + "Ġ×Ķ ×ĸ׼", + "Ġ×Ķ×ĸ׼ ×ķ×Ļ×ķת", + "ei ÃŁ", + "ãĥ ¨", + "ìĥ Ī", + "ĠÃĩ a", + "Æ ¯", + "ש ×Ĵ", + "ÙĬÙĨ Ø©", + "ร à¹īà¸Ńà¸ĩ", + "ãĤµ ãĥ³", + "ÑĢоÑģÑģ ий", + "ÑĢоÑģÑģий Ñģк", + "a ÄŁa", + "ĠнаÑĩ ина", + "Ġص ÙĦÙī", + "à¸Ĺุà¸ģ à¸Ħà¸Ļ", + "íļĮ ìĤ¬", + "Ġли ÑĨ", + "Ø´ ÙĬر", + "ĠØ´ÙĬ Ø¡", + "ÙĬÙĨ ا", + "Ġפ ×Ĺ×ķת", + "Ġiçer is", + "Ġiçeris inde", + "ĠØ£ ØŃÙħد", + "Ġże by", + "ì´ Ŀ", + "Ġп оказ", + "Ġи менно", + "หà¸Ļัà¸ĩ ส", + "หà¸Ļัà¸ĩส ืà¸Ń", + "ĠÑĤÑĢ е", + "สัà¸ĩ à¸Ħม", + "Ø¥ ÙIJ", + "ãģĮ å¿ħè¦ģ", + "ÙĬÙij Ø©", + "פ צ", + "íĭ °", + "ĠÙħ جاÙĦ", + "׳ פש", + "к ан", + "×Ĺ ×ķפ", + "×Ĺ×ķפ ש", + "ì²ĺ ëŁ¼", + "ов аÑı", + "з ов", + "Ġh ạ", + "Ġdzi ÄĻki", + "×Ļר ×ķ", + "Ġ׾ ×ŀצ", + "Ġ׾×ŀצ ×ķ×IJ", + "×Ļ×ĵ ×ķ", + "Ġs ợ", + "Ġ׾×Ķ ×Ĵ×Ļ×¢", + "ק ×ij×¢", + "Ġchi á»ģu", + "ãĥŀ ãĤ¤", + "Ġd Ãłng", + "à¹ģà¸Ł à¸Ļ", + "Ġü ye", + "×Ļ׳ ×Ĵ", + "à¹Ģรีย à¸ģ", + "ç§ģ ãģĮ", + "th é", + "ĠÑĦ илÑĮ", + "ĠÑĦилÑĮ м", + "ĠNg Ãły", + "Ġж ен", + "Ġжен Ñīин", + "ج ÙĬد", + "n ç", + "à¸Ľ รา", + "×Ļ×ŀ ×ķ", + "Ġn á»ģn", + "×IJ ×ķ׾×Ŀ", + "Ġвозмож ноÑģÑĤÑĮ", + "Ġëĭ¤ ìĭľ", + "è¦ĭ ãģŁ", + "à¸ĸ à¸Ļ", + "à¸ĸà¸Ļ à¸Ļ", + "mız ı", + "ĠÙħ جÙħÙĪعة", + "c jÄħ", + "ĠÐł Ф", + "à¸ģำ หà¸Ļ", + "à¸ģำหà¸Ļ à¸Ķ", + "ĠìŬ 기", + "land ı", + "ни ÑĨ", + "ÑģÑĤв е", + "Ġ×ĵ ×ijר×Ļ×Ŀ", + "Ġsk ÅĤad", + "ãĤĬ ãģ¾ãģĹãģŁ", + "ĠоÑĤ кÑĢÑĭÑĤ", + "нÑı ÑĤ", + "ĠÑģво ей", + "à¸Ī ิà¸ķ", + "ĠкаÑĩеÑģÑĤв е", + "Ġet tiÄŁi", + "ìĤ¬ íķŃ", + "ĠاÙĦÙĬ ÙħÙĨ", + "иÑĩеÑģки й", + "ë¸ Į", + "Ġ×ij×IJר ×¥", + "Ġا سÙħ", + "Ġиз веÑģÑĤ", + "r ão", + "Ġatt ivitÃł", + "à¹Ģà¸Ľà¹ĩà¸Ļ à¸ģาร", + "ĠاÙĦد Ùĥت", + "ĠاÙĦدÙĥت ÙĪر", + "ĠÙĪاØŃد Ø©", + "ĠÑģ ÑĩеÑĤ", + "ĠпÑĢ иÑĩ", + "ĠпÑĢиÑĩ ин", + "ĠÙĪز ارة", + "Ġh uyá»ĩn", + "ĠÙĥ تاب", + "à¹ģà¸Ļ à¹Īà¸Ļ", + "à¹ģà¸Ļà¹Īà¸Ļ à¸Ńà¸Ļ", + "Ġgün ü", + "г ÑĢÑĥз", + "ĠاÙĦØ® اص", + "Ġgör ül", + "׾ ×ŀ×ĵ", + "Ġìłķ ëıĦ", + "×ķ×ij ×Ļ׾", + "Ġ×ŀק צ×ķ×¢×Ļ", + "ĠоÑģоб енно", + "à¸Ľà¸£à¸° à¸ģา", + "à¸Ľà¸£à¸°à¸ģา ศ", + "aca ģını", + "ë¶ ģ", + "à¸łà¸¹ มิ", + "ĠÑį лекÑĤ", + "ĠÑįлекÑĤ ÑĢо", + "Ġק ש×Ķ", + "سÙĦ Ø·", + "à¸Ĭà¸Ļ ะ", + "×¢ ×Ļ׾", + "ĠЧ е", + "à¹ģà¸Ļ à¹Ī", + "lı ÄŁ", + "lıģ ın", + "Ġ×ŀ×¢ ×¨×Ľ×ª", + "好ãģį ãģª", + "มาà¸ģ à¸Ĥึà¹īà¸Ļ", + "×ŀ×¢ ×ijר", + "ĠاÙĦÙħ غرب", + "ĠпеÑĢ и", + "ĠпеÑĢи од", + "Ġnh ạc", + "ا ÙĪÙĬ", + "ĠÙĪ عÙĦÙī", + "أخ Ø°", + "ĠC ô", + "תר ×ij×ķת", + "×Ĵ ×Ķ", + "Ġktóre j", + "×IJ ×Ļת", + "×ij ×ķ×IJ", + "д елÑĮ", + "รี วิ", + "รีวิ ว", + "ж Ñĥ", + "Ġ×ij×Ĺ ×ķ", + "еÑĪ ÑĮ", + "ĠØ£ ÙĦÙģ", + "ĠاÙĦÙĪ Ø·ÙĨÙĬ", + "ĠاÙĦÙħÙĨ Ø·ÙĤØ©", + "nÄħ Äĩ", + "Ġthi ên", + "иÑĩеÑģк ой", + "ĠاÙĦÙħ ÙĦ", + "Ġع Ùħ", + "ס פר", + "Ġnh óm", + "ÙĪص Ùģ", + "ĠCh úng", + "Ġر ÙĤÙħ", + "ãģ¾ãģĹãģŁ ãģĮ", + "al ité", + "ล ม", + "ĠëĤ´ ê°Ģ", + "׾ק ×ķ×Ĺ", + "ĠS Æ¡n", + "pos ição", + "mi ÄĻ", + "Ġtr ánh", + "ĠÄIJ á»Ļ", + "׼ ×Ĺ", + "ãģĤ ãģ£ãģ¦", + "à¸Ńย à¹Īา", + "Ġ×ŀ×Ĺ ×Ļר", + "Ġ×Ķ ×Ļת×Ķ", + "à¸Ľ à¹Īา", + "à¸Ńืà¹Īà¸Ļ à¹Ĩ", + "Ø´ ÙĤ", + "×ł×¡ ×Ļ", + "ë¦ ¼", + "ãģ¦ãģĹãģ¾ ãģĨ", + "Ġ×ŀ צ×ij", + "ãģ« åĩº", + "ÙħÙĪا Ø·ÙĨ", + "ยัà¸ĩ มี", + "алÑĮ нÑĭе", + "san ız", + "Ø¥ سرائÙĬÙĦ", + "ĠvÃł i", + "ì¤ Ħ", + "ãģ¨æĢĿ ãģ£ãģ¦", + "×Ļ ×ķ׳×Ļ", + "çĶŁ ãģį", + "Ġs âu", + "Ñĩ иÑģÑĤ", + "Ġl á»ħ", + "ĠGi á", + "à¸Ńุ à¸Ľ", + "à¸Ńà¸¸à¸Ľ à¸ģร", + "à¸Ńà¸¸à¸Ľà¸ģร à¸ĵà¹Į", + "Ġnh ẹ", + "r ö", + "ס ×ĺ×Ļ", + "ãģķãĤĵ ãģĮ", + "Ġd ầu", + "ع Ùİ", + "ت را", + "×Ĵ×ĵ ׾", + "Ġtécn ica", + "׼ ׳×Ļ×Ŀ", + "תק ש", + "תקש ×ķרת", + "Ġн его", + "ét ait", + "Ġm á»ģm", + "Ñģ еÑĤ", + "Ġnh áºŃt", + "Ġ×ŀ ×¢×ľ", + "Ġ×Ķ×¢ ×ij×ķ×ĵ", + "Ġ×Ķ×¢×ij×ķ×ĵ ×Ķ", + "Ġ×Ĵ ×Ļ׾", + "ãģ¯ ãģªãģĦ", + "ائ ØŃ", + "Ġз деÑģÑĮ", + "×IJ ×Ļ׳×ĺר", + "Ùħ ÙIJ", + "Ġ×Ļ ×Ĺ×ĵ", + "ر اÙģ", + "ì²ĺ 리", + "×ĵ ×¢×ķת", + "ì¹ ľ", + "ĠТ о", + "ĠTh ế", + "ì¶ ©", + "Ġ׳׼ ×ķף", + "عÙĬ Ø´", + "ни з", + "Ġج اÙĨب", + "×ŀק צ×ķ×¢", + "à¹Ĥ à¸ĭ", + "Ñģ ÑĥÑĤ", + "ìĸ´ ìļĶ", + "ãĤĴè¦ĭ ãģ¦", + "ار د", + "Ġaç ıl", + "ĠاÙĦØŃ ÙĬاة", + "à¸ģà¹ĩ à¹Ħà¸Ķà¹ī", + "ãģĿãĤĮ ãĤĴ", + "عض ÙĪ", + "Ġг ÑĢаж", + "ĠгÑĢаж дан", + "à¸Īะ à¸ķà¹īà¸Ńà¸ĩ", + "ĠìĿ´ 룬", + "ĠìĿ´ëŁ¬ íķľ", + "Ġtr ách", + "ÙĨ Ùİ", + "Ġkı sa", + "à Ķ", + "ÑĪ ка", + "ãģ® 人", + "ĠÐŁ оÑģ", + "ĠÐŁÐ¾Ñģ ле", + "Ñĥ лÑĮ", + "ÙĪا جÙĩ", + "ÙĤ رب", + "à¸Ľà¸ıิ à¸ļัà¸ķิ", + "ê° Ļ", + "Ġ×ŀ ׳", + "ĠÑģво и", + "بر اÙħج", + "Ġر ÙĪ", + "пÑĢ од", + "пÑĢод аж", + "Ġby ÅĤy", + "วั ย", + "Ġgör ün", + "Ġà Ī", + "ÑİÑī им", + "ĠÑĤак ой", + "Ùģ ÙĪر", + "ĠÙģ عÙĦ", + "Ġб ел", + "ëIJ ł", + "er ÃŃa", + "ĠÑģво Ñİ", + "Ġl ã", + "Ġlã nh", + "à¹Ģà¸ŀืà¹Īà¸Ń à¹ĥหà¹ī", + "ÙĤ ÙĨ", + "تط ÙĪÙĬر", + "Ġsay ı", + "ĠÑģ ейÑĩаÑģ", + "Ġ×IJ×Ĺר ת", + "ק ×ķפ×Ķ", + "ק×ķר ס", + "Ġس Ùħ", + "Ġ×ĺ ×Ļפ×ķ׾", + "ìĿ´ëĿ¼ ëĬĶ", + "دراس Ø©", + "èµ· ãģĵ", + "×Ĺ ×Ļ׳", + "×Ĺ×Ļ׳ ×ķ×ļ", + "×ĵ ק", + "Ġë§ ŀ", + "Ġком анд", + "ĠÐij о", + "Ġиг ÑĢÑĭ", + "à¸ļ ี", + "ĠØ£ Ùİ", + "в ен", + "ĠاÙĦج دÙĬد", + "ĠÙĦ Ø¥", + "Ġ×ķ×IJ ׳×Ļ", + "Ġ×Ķס ×Ļ", + "иÑĩеÑģк ого", + "رÙĪ ØŃ", + "à¸ģาร ศึà¸ģษา", + "ĠTr Æ°á»Ŀng", + "иг ÑĢа", + "ıl ması", + "Ġм аÑģÑģ", + "ãģ¨ãģį ãģ«", + "à¸Ĺีà¹Ī à¸ľà¹Īาà¸Ļ", + "à¸Ĺีà¹Īà¸ľà¹Īาà¸Ļ มา", + "ĠاÙĦساب ÙĤ", + "Ġ×ŀ×¢ ×ĺ", + "в аÑĤÑĮ", + "m Ã¼ÅŁ", + "Ġ׾ ׼×ļ", + "Ġt á»ĭch", + "Ùģ ÙĩÙħ", + "تد رÙĬب", + "Ø´ Ùĥ", + "Ġ×ij ×ŀ×Ļ", + "Ġ×ij×ŀ×Ļ ×ķ×Ĺ×ĵ", + "ÙĤØ· اع", + "ãģª ãģĹ", + "×ķצ ×Ļ×IJ", + "ĠÙĪ سÙĬ", + "з Ñĥ", + "Ġy at", + "Ġyat ırım", + "ë§ İ", + "Ġth ắng", + "ãģĬ 客", + "ãģĬ客 æ§ĺ", + "ĠThi ên", + "ãģ«å¯¾ ãģĹãģ¦", + "ÑĢ иÑģ", + "ÙĨت ائ", + "ÙĨتائ ج", + "Ġ×ŀ שר", + "Ġ×ŀשר ×ĵ", + "Ġتع اÙĦ", + "ĠتعاÙĦ Ùī", + "ש ׳×Ļ", + "Ùĩ اÙħ", + "×IJ׳ ש×Ļ×Ŀ", + "Ġżyc ia", + "ĠÑĢÑĥб лей", + "ÙĬ ض", + "Ġkat ıl", + "ĠÙħ ÙĪضÙĪع", + "Ġvard ır", + "ĠÙħÙĨ Ø·ÙĤØ©", + "ĠTr ần", + "Ġв еÑģ", + "ü p", + "Ùħ ÙĪÙĨ", + "ÑĪ ли", + "Ġn óng", + "Ø® ÙĦÙģ", + "ĠС ÑĤа", + "Ġд оÑĢ", + "ĠдоÑĢ ог", + "ĠwÅĤa ÅĽnie", + "eÄŁ in", + "Ġhi á»ĥm", + "ĠС ам", + "ê»ĺ ìĦľ", + "ĠÑĦ а", + "ãģ» ãģĨ", + "ãģ»ãģĨ ãģĮ", + "×ķפ ×Ļ×¢", + "ê° Ī", + "د ÙĪÙĦ", + "Ġthu ê", + "Ġch á»Ĺ", + "Ġëĭ¹ ìĭł", + "ãģij ãĤĮ", + "ãģijãĤĮ ãģ©", + "ë³´ íĺ¸", + "ãģķãĤĮ ãģ¦ãģĦãģ¾ãģĻ", + "Ġнад о", + "ĠìĤ¬ëŀĮ ëĵ¤", + "à¹Ģà¸Ĥ à¸ķ", + "สม ัย", + "z ÅĤ", + "ت ÙĪر", + "Ġש ת×Ļ", + "v ê", + "Ġ×ijת ×ķ×ļ", + "à¸Ĭ ัย", + "ãģĦ ãģ£ãģŁ", + "ìĿ ij", + "Ġt ầ", + "Ġtầ ng", + "ש ׼ר", + "Ġê¸ Ģ", + "Ġ×Ķש ׳×Ķ", + "Ġا ÙĨÙĩ", + "ç«ĭ ãģ¡", + "r és", + "füh ren", + "ر ØŃÙħ", + "ê· ¹", + "ĠâĢ «", + "Ġsu ất", + "à¸Ł ิ", + "ÙĬ Ùĩا", + "ĠاÙĦ اتØŃاد", + "Ġt uyá»ĥn", + "ãģ¾ ãĤĭ", + "Ġm ại", + "Ġng ân", + "ãĤ° ãĥ©", + "欲 ãģĹãģĦ", + "س ار", + "ãĤĤãģ® ãģ§ãģĻ", + "ки е", + "Ġseç im", + "åħ¥ ãĤĬ", + "ãģªãģ© ãĤĴ", + "ÑĤ ÑĢи", + "ĠÑģп еÑĨ", + "ĠØ£ د", + "Ġод но", + "ÑĪ ел", + "ãĥĩ ãĥ¼ãĤ¿", + "ãĤ· ãĤ¹ãĥĨ", + "ãĤ·ãĤ¹ãĥĨ ãĥł", + "è¡Į ãģį", + "ãģ¨æĢĿ ãģ£ãģŁ", + "à¹Ģà¸ģิà¸Ķ à¸Ĥึà¹īà¸Ļ", + "ĠÑĤ ож", + "ĠÑĤож е", + "Ġs ạch", + "ĠÑģ ÑĢок", + "Ġкли енÑĤ", + "ĠÙħØ´ رÙĪع", + "Ġalt ında", + "Ġì ·¨", + "ä¸Ń ãģ®", + "ãģķãģĽ ãĤĭ", + "ãģĻ ãģ¹", + "ãģĻãģ¹ ãģ¦", + "ê°ľ ë°ľ", + "ĠÄij êm", + "ãģªãģĦ ãģ®ãģ§", + "ì² ł", + "×¢ ×ij×ĵ", + "Ġd ấu", + "à¸Ħà¸Ļ à¸Ĺีà¹Ī", + "ĠC ách", + "تع ÙĦÙĬÙħ", + "Ġh ại", + "ãĤ» ãĥķãĥ¬", + "ĠÙĨÙģس Ùĩ", + "ĠíĨµ íķ´", + "ÑĪ ло", + "Ġнап ÑĢав", + "ĠнапÑĢав лен", + "ÑĢÑĥ Ñĩ", + "íĶ Į", + "Ġ×ijר ×Ļ×IJ", + "ãģ® ãģ¿", + "ãģ«ãģĬ ãģĦãģ¦", + "×ij ׳ק", + "ãĤ¨ ãĥ³", + "Ø«ÙĦ اث", + "Ġm ỹ", + "ĠÑģай ÑĤе", + "Ġе мÑĥ", + "ت غÙĬ", + "تغÙĬ ÙĬر", + "خص ÙĪص", + "ÑĤе ли", + "Ġ×ķ׾ ׼ף", + "פע ×Ŀ", + "Ġпо ÑįÑĤомÑĥ", + "ر اÙĨ", + "иÑĤел ей", + "пиÑģ ан", + "×¢ ×¥", + "ĠìĤ¬ ìĹħ", + "Ùħ ز", + "جÙħ ÙĬع", + "ë©´ ìĦľ", + "à¸ľà¸¥à¸´à¸ķ à¸łà¸±", + "à¸ľà¸¥à¸´à¸ķà¸łà¸± à¸ĵ", + "à¸ľà¸¥à¸´à¸ķà¸łà¸±à¸ĵ à¸ij", + "à¸ľà¸¥à¸´à¸ķà¸łà¸±à¸ĵà¸ij à¹Į", + "ĠпÑĢ имеÑĢ", + "ãĤŃ ãĥ¼", + "l â", + "Ġch Äĥm", + "缮 ãģ®", + "ãģĦ ãģĭ", + "ãģ¨è¨Ģ ãģĨ", + "×ĸ ×ķ×Ĵ", + "Ġ×ij ×ĵ×Ļ", + "Ġ×ij×ĵ×Ļ ×ķק", + "ãģĬ åºĹ", + "à¸ķà¸Ńà¸Ļ à¸Ļีà¹ī", + "Ġph á»iji", + "п ÑĤ", + "สà¸Ļ าม", + "Ø· ÙĪ", + "ص اØŃ", + "صاØŃ Ø¨", + "ĠD ü", + "ĠDü nya", + "Ġп ока", + "п ал", + "ĠÄij ảo", + "ĠاÙĦÙģ ÙĪر", + "ĠاÙĦÙģÙĪر Ùĥس", + "Ġmá u", + "кÑĢ еп", + "ĠاÙĦس اعة", + "ĠгоÑĢ ода", + "Ùģ صÙĦ", + "ай ÑĤе", + "Ġд ог", + "Ġдог овоÑĢ", + "ĠØ¥ Ø°", + "Ġ×ij׼׾ ׾", + "ÙĬ تÙĩ", + "×Ĵ ×ijר", + "Ġbir ç", + "Ġbirç ok", + "문 íĻĶ", + "ãģĿãģĨ ãģª", + "را ØŃ", + "ĠÙħ رة", + "ĠденÑĮ ги", + "f ä", + "à¸Ĥà¹īา ว", + "ĠÑģов ÑĢем", + "ĠÑģовÑĢем енн", + "׾×Ĺ ×¥", + "èī¯ ãģı", + "ĠÙģ Ø£", + "Ġ×ķ ×ĸ×Ķ", + "Ġз ани", + "Ġзани ма", + "Ġê°Ģì§Ģ ê³ł", + "Ġh Æ¡i", + "ãģªãģ® ãģĭ", + "ãĥĨ ãĥ¬ãĥĵ", + "Ġר ×ij×ķת", + "à¸ķ ี", + "Ġ×ijש ×ł×ª", + "ĠT ại", + "Ġthu áºŃn", + "Ñģ ел", + "Ñij м", + "dzi Äĩ", + "ĠÑģ ка", + "ĠÑģка Ñĩ", + "ĠÑģкаÑĩ аÑĤÑĮ", + "×ķ×ŀ ×ķ", + "г ла", + "Ġмин ÑĥÑĤ", + "åĩº ãģĻ", + "Ġ×Ĺ×Ļ ×Ļ×ij", + "Ġת ×Ĵ×ķ×ij×Ķ", + "à¸£à¸¹à¸Ľ à¹ģà¸ļà¸ļ", + "ни ÑĨа", + "ĠÄ° n", + "ĠØ£ ع", + "Ġض ÙħÙĨ", + "Ùħ ثاÙĦ", + "ĠyaÅŁ an", + "ĠìĹ° 구", + "ĠL ê", + "ש׾ ×Ĺ", + "ãģı ãģªãĤĭ", + "ìĹĨ ìĿ´", + "ĠÑĤ ÑĢи", + "ĠÑĩаÑģÑĤ о", + "Ġоб ÑĢаÑĤ", + "п ло", + "د Ø®", + "دخ ÙĪÙĦ", + "س Ùĩ", + "à¸Ń าà¸ģ", + "à¸Ńาà¸ģ าศ", + "Ġ׼ ×ĸ×Ķ", + "Ġ×Ķ×¢ סק", + "ĠاÙĦØ£ ÙĨ", + "å¹´ ãģ«", + "×¢ ש×ķ", + "Ġש ×¢×ķת", + "Ġm Ãłn", + "×IJר ×Ļ", + "sı yla", + "Ùģر ÙĤ", + "ни Ñħ", + "Ġت ست", + "è¦ĭ ãģ¦", + "ØŃا ÙĪÙĦ", + "×IJ ×Ļ׼×ķת", + "ĠbaÅŁ ladı", + "st Äħ", + "stÄħ pi", + "à¸Ĺีà¹Ī à¹Ģรา", + "ÙĤر ر", + "ج اب", + "Ġ×ijר ×ķר", + "à¹Ģà¸Ĥà¹īา à¹ĥà¸Ī", + "×ŀ׊קר", + "al ım", + "Ġס ×Ļפ×ķר", + "ãģ§ãģĤ ãĤĮãģ°", + "Ġש×ŀ ×ķר×ķת", + "Ġ×ķ ×ŀ×Ķ", + "ãģĵ ãģĿ", + "id ée", + "ä¸ĭ ãģķãģĦ", + "تÙĨا ÙĪÙĦ", + "Ġ ลà¹īาà¸Ļ", + "Ġìļ°ë¦¬ ëĬĶ", + "اÙĨ ا", + "ÑģÑĤ ой", + "б оÑĤ", + "ĠyaÅŁ am", + "kö y", + "Ø¥ ÙĦ", + "ÑĢ Ñĭв", + "기 ìĹħ", + "Ġ×Ķ×ŀ ×ĵ", + "Ġ×Ķ×ŀ×ĵ ×Ļ׳×Ķ", + "د ب", + "×¢ ×Ļ׳×Ļ", + "×ŀ ת×Ĺ", + "Ġפ ר×Ļ", + "ãĥĭ ãĥ¼", + "اÙħ ÙĬ", + "Ġnh ằm", + "ãĤĮ ãģªãģĦ", + "ت عرÙģ", + "Ġë§Ī ìĿĮ", + "ìĵ °", + "Ġh ấp", + "ר×Ĵ ×Ļ׾", + "ب Ùİ", + "Ġr Äĥng", + "gl Äħd", + "ĠÑģиÑģÑĤем Ñĭ", + "Ġkh óa", + "ãģ§ãģĻ ãĤĪãģŃ", + "大ãģį ãģı", + "기 를", + "Ġké o", + "ÙĪ Ø¡", + "ج اÙħ", + "جاÙħ ع", + "Ġ×¢ ×Ļצ×ķ×ij", + "t éri", + "Ġת ש", + "Ġ×IJ ×ij×Ļ", + "ĠCh Æ°Æ¡ng", + "à¸ļริ à¹Ģว", + "à¸ļริà¹Ģว à¸ĵ", + "ãģ¤ ãģı", + "Ġ×Ĺ ×ķ׾", + "עת ×Ļ×ĵ", + "ש ×Ļ×ŀ×Ķ", + "ëĤ ¨", + "Ġש×IJ ×Ļף", + "ĠÙĪاÙĦ Ø¥", + "ÑĦ а", + "Ġkh ám", + "Ġ×ĺ ×ķ×ij×Ķ", + "ĠвÑĭ Ñģ", + "ĠвÑĭÑģ око", + "ĠاÙĦØŃ Ø¯ÙĬØ«", + "人 ãĤĤ", + "d Ã¼ÄŁÃ¼", + "×Ļ×Ĺ ×ķ×ĵ", + "تع ÙĦÙĬ", + "تعÙĦÙĬ ÙĤ", + "l ö", + "تØŃ Ø¯ÙĬد", + "н его", + "ĠÑĥд об", + "Ġ׾ ×ŀ×Ļ", + "Ġר ×ķצ×Ļ×Ŀ", + "Ġج اء", + "Ġ×ij ×ĸ×ŀף", + "à¸Ľà¸ģ à¸ķิ", + "é«ĺ ãģı", + "à¸Ľà¸¥ า", + "Ġart ık", + "Ġbug ün", + "ק ׳×Ļ", + "Ġkho á", + "ĠÙħ رÙĥز", + "ĠìŀIJ 기", + "در جة", + "×ŀש ר×ĵ", + "Ġgi ấy", + "Ġch óng", + "ק פ", + "ÙĬب Ø©", + "ĠczÄĻ sto", + "в али", + "Ùĥ ب", + "ìŁ ģ", + "ส à¸ļาย", + "à¸Ľà¸£à¸°à¸Ĭา à¸Ĭà¸Ļ", + "×Ĵ ×ķ×£", + "ëŁ ī", + "ãģ® ãģĵãģ¨", + "ล à¸Ń", + "Ġngh á»ī", + "åŃIJ ãģ©", + "åŃIJãģ© ãĤĤ", + "à¹Ħà¸Ķ à¹īà¸Ńย", + "à¹Ħà¸Ķà¹īà¸Ńย à¹Īาà¸ĩ", + "×ĵ ×¢", + "ĠاÙĦت Ùī", + "ĠÑģов еÑĤ", + "Ġqual itÃł", + "åĩº ãģĹ", + "ĠÑĢÑĥк ов", + "ĠÑĢÑĥков од", + "ราย ละà¹Ģà¸Ńียà¸Ķ", + "ãģªãģĭ ãģªãģĭ", + "기 ê´Ģ", + "Ġ×Ĺ ×ķש", + "Ġ×Ĺ×ķש ×ij", + "л оÑĤ", + "à¸Ļะ à¸Ħรัà¸ļ", + "ק×ij ×ķצ×Ķ", + "Ġth ái", + "Ġש ×ij×Ķ", + "ĠÑĪ кол", + "ĠÙĦ ÙĥÙĦ", + "à¹ĥà¸Ļ à¸Ĭà¹Īวà¸ĩ", + "ĠÙħ ÙĥاÙĨ", + "ë ķĮ", + "Ġc ải", + "ĠCh ÃŃ", + "ÑĥÑĩ а", + "ìĿ µ", + "Ġx ảy", + "à¸Ĭà¸Ļ ิà¸Ķ", + "Ġc áºŃu", + "к ÑĢов", + "ss é", + "ĠÙĨ ÙĪع", + "ĠТ а", + "Ø® Ùħس", + "פ×ķס ×ĺ", + "Ġm ắc", + "ĠÄij em", + "à¸ģาร à¹ĥà¸Ĭà¹ī", + "ר ×ķס", + "ĠÐĽ е", + "Ġth á»Ń", + "รà¹Īาà¸ĩ à¸ģาย", + "üz ü", + "æĹ¥æľ¬ ãģ®", + "ê³¼ ìłķ", + "ש ×Ļ×IJ", + "ĠìŀĪ ê³ł", + "×ij ×ķ׾", + "ìķ ħ", + "ĠÙĪاÙĦ ا", + "ĠÐĽ и", + "ĠвÑģ Ñij", + "Ġużytk ow", + "×Ĺ ×ķ׾", + "ر Ùģض", + "Ġson uç", + "ãģĦ ãģ¾ãģĽãĤĵ", + "ìĤ¬ ìĹħ", + "ëĪ Ħ", + "ÑĤ ек", + "Ġud ziaÅĤ", + "л ез", + "Ġ×Ķ×Ļ ×Ļת×Ļ", + "ãĤīãĤĮ ãģ¦", + "Ùħس ؤÙĪÙĦ", + "ر ار", + "ÑĤ ан", + "ĠÄij Ãło", + "Ġר ×ķ×ij", + "Ġ×ijש×ij ×Ļ׾", + "ä»ĬåĽŀ ãģ¯", + "ãĤ¸ ãĥ¥", + "Ġ×¢ ×ijר", + "ãģĽ ãģ¦", + "п олÑĮ", + "ak lı", + "Ġk ÃŃnh", + "د ت", + "лож ение", + "ĠاÙĦÙħ ص", + "ĠاÙĦÙħص رÙĬ", + "à¸Īริà¸ĩ à¹Ĩ", + "ĠاÙĦشر ÙĥØ©", + "ĠÄij á»ı", + "ãĥĽ ãĥĨ", + "ãĥĽãĥĨ ãĥ«", + "Ñį кон", + "Ñįкон ом", + "ĠÙĪ عÙĨ", + "Ġת ׳", + "Ġ×ª×ł ×IJ×Ļ", + "ĠاÙĦدÙĪÙĦ ÙĬØ©", + "Ġì§Ģ ìĹŃ", + "ãģ§ãģĻ ãģĭ", + "Ġв аÑĢи", + "ĠваÑĢи анÑĤ", + "ĠاÙĦع رب", + "ел а", + "Ġt Æ°á»Ľng", + "sk Äħ", + "Ġm ặc", + "ส ัà¸ģ", + "ãĥĵ ãĥ¼", + "Ġ×ij ×Ĵ׾", + "Ġ×ij×Ĵ׾ ׾", + "ãĥķãĤ¡ ãĥ³", + "×ij ×Ļצ", + "×ij×Ļצ ×ķ×¢", + "ли ÑģÑĤ", + "à¸Ł ุ", + "à¸Łà¸¸ à¸ķ", + "à¸Łà¸¸à¸ķ à¸ļà¸Ńล", + "à¸Ŀ à¹Īาย", + "ìŀIJ ìĿĺ", + "Ġس ÙĪÙģ", + "Ġש ×Ķת", + "Ġê± ¸", + "×¢ ×ij×ķ×ĵ", + "ãģĻãĤĭ ãģĵãģ¨ãģĮ", + "ĠÑĩа ÑģÑĤÑĮ", + "ãĤ¢ ãĥ¡ãĥª", + "ãĤ¢ãĥ¡ãĥª ãĤ«", + "Ġtak ım", + "Ġs Ỽ", + "ĠsỼ m", + "שר ×Ķ", + "è¨Ģ ãģĨ", + "л ан", + "ì» ¤", + "׼ ׳×Ķ", + "ÙĪÙģ ÙĬ", + "íĹ Ī", + "lu ÄŁu", + "ĠëĮĢ íķ´", + "Ġ׾×ij ×Ļת", + "Ġ×Ķר×IJש ×ķ׳×Ķ", + "ص Ùħ", + "Ġsö yled", + "Ġsöyled i", + "à¸Ľ าà¸ģ", + "Ġard ından", + "ãģĪ ãģŁ", + "à¸Ĺัà¹Īว à¹Ħà¸Ľ", + "Ġ׳×ķס ×£", + "б олÑĮ", + "ãĤĵãģ§ãģĻ ãģijãģ©", + "ĠлиÑĪ ÑĮ", + "Ġ×ij ×IJ×Ļ", + "ĠбÑĭ ÑģÑĤÑĢо", + "ส ัà¸Ļ", + "Ġ×ij פ׳×Ļ", + "л еÑĩ", + "ĠاÙĦØ® بر", + "Ġsó c", + "Ġth ú", + "Ġп ÑıÑĤ", + "ãģĬ é¡ĺ", + "ãģĬé¡ĺ ãģĦ", + "ÑĤ ин", + "ãģ«ãģ¤ãģĦãģ¦ ãģ¯", + "פ ף", + "Ġдв ÑĥÑħ", + "à¸į ีà¹Ī", + "à¸įีà¹Ī à¸Ľ", + "à¸įีà¹Īà¸Ľ ุ", + "à¸įีà¹Īà¸Ľà¸¸ à¹Īà¸Ļ", + "оп еÑĢ", + "ĠاÙĦب شر", + "ĠاÙĦÙħ اÙĦ", + "ıyor uz", + "تØŃ ÙħÙĬÙĦ", + "à¸ģ ะ", + "éĸĵ ãģ«", + "×Ĺ ×ķש", + "ĠNg uyên", + "ãģĦãģ¦ ãģĦãĤĭ", + "дÑĥ ÑĪ", + "ש פע", + "ÑĪ Ñĥ", + "å®Ł éļĽãģ«", + "ĠÑĢай он", + "ĠCh á»ī", + "ÙĨ صر", + "Ġìļ ´", + "Ġìļ´ ìĺģ", + "Ġ×Ķ×ĵ ×Ļף", + "ØŃد د", + "ر ز", + "ĠاÙĦد Ùħ", + "ĠPh áp", + "ÑĤ ÑģÑı", + "è¦ĭ ãģĪ", + "Ġti á»ĥu", + "Ġs á»Ńa", + "а ÑİÑĤÑģÑı", + "ĠB á", + "Ġ×ķ ׼׾", + "Ð ĸ", + "ÑĪ им", + "ìĿ´ ëĬĶ", + "л ев", + "d ık", + "Ġprés ente", + "Ġara ç", + "صد ÙĤ", + "Ġпом ог", + "ĠاÙĦشر ÙĤ", + "ĠÙĪاÙĦ Ø°ÙĬ", + "رÙĬ ا", + "×ij ׳×ķת", + "Ġng á»ĵi", + "ר ×ķפ", + "ר×ķפ ×IJ", + "Ġth ấp", + "ãĤĦ ãģ¯", + "ãĤĦãģ¯ ãĤĬ", + "ĠاÙĦج دÙĬدة", + "éĿŀ常 ãģ«", + "ÙĬÙĦ ÙĬ", + "ìª ½", + "تع اÙħÙĦ", + "ãģł ãģ¨æĢĿãģĦãģ¾ãģĻ", + "Ùħ Ùħ", + "иÑĤе ли", + "ãĤµãĤ¤ ãĤº", + "اد ات", + "ĠاÙĦÙħ اÙĦÙĬØ©", + "Ùĥات ب", + "к ли", + "веÑĢ Ñħ", + "ни Ñĩ", + "Ġ×ľ×¢ ×ij×ķ×ĵ", + "׾ ×Ļ×Ķ", + "ØŃ Ùİ", + "ãĤ¤ ãĥĻ", + "ãĤ¤ãĥĻ ãĥ³ãĥĪ", + "Ġת ×Ĵ×ķ×ij×ķת", + "ÑĦ он", + "ĠдÑĢÑĥг ие", + "×IJ ×ĸ×ķר", + "Ġper ò", + "ìķ ŀ", + "åĢŁ ãĤĬ", + "ר צ×Ļ", + "×IJ ×ĸ", + "алÑĮ нÑĭÑħ", + "Ġê²ĥ ìľ¼ë¡ľ", + "ĠпÑĢав о", + "ĠاÙĦØ£ رض", + "à¹Ģà¸Ĺ à¸Ħ", + "à¹Ģà¸Ĺà¸Ħ à¹Ĥà¸Ļ", + "à¹Ģà¸Ĺà¸Ħà¹Ĥà¸Ļ à¹Ĥล", + "à¹Ģà¸Ĺà¸Ħà¹Ĥà¸Ļà¹Ĥล ย", + "à¹Ģà¸Ĺà¸Ħà¹Ĥà¸Ļà¹Ĥลย ี", + "צ ר×Ļ", + "ĠÐļ Ñĥ", + "ıl ma", + "決 ãĤģ", + "ا ÙĪ", + "Ġ×ĵ ק×ķת", + "à¸Ħร ู", + "ĠÙħست ÙĪÙī", + "à¸Ľ à¹īà¸Ńà¸ĩ", + "à¸Ľà¹īà¸Ńà¸ĩ à¸ģัà¸Ļ", + "×ĵ ×ķ×ŀ×Ķ", + "ĠÑģ егоднÑı", + "س ÙĪÙĤ", + "ר×Ĺ ×ķ×ij", + "ĠØ¥ دارة", + "Ñħ ож", + "éģİ ãģİ", + "à¸Ħ à¸Ń", + "нÑĥ л", + "×ķ׼ ×Ķ", + "ÙĪ اÙģÙĤ", + "׼׾ ׾", + "Ġ×Ķ ×ĵ×ķ", + "Ġl Ä©nh", + "Ġkh ảo", + "×IJ×ŀ צע", + "ë¨ ¸", + "Ġ׼ ×Ļצ", + "Ġ׼×Ļצ ×ĵ", + "Ġдолж нÑĭ", + "หว ัà¸ĩ", + "ãĥĩ ãĤ¶", + "ãĥĩãĤ¶ ãĤ¤ãĥ³", + "Ġng á»Ŀ", + "ä¸Ń ãģ«", + "à¸ģลัà¸ļ มา", + "جÙħ اÙĦ", + "à¸Ķัà¸ĩ à¸ģลà¹Īาว", + "س ÙĥÙĨ", + "س ÙĨ", + "Ġözellik le", + "з еÑĢ", + "rz ÄĻ", + "×ŀ ×ķר×Ķ", + "Ġl ạ", + "×ŀ ×Ļ׳×Ļ", + "ר ×Ļת", + "ãģĿãĤĮ ãģĮ", + "ãģĭ ãĤĮ", + "ĠÙĬÙħÙĥÙĨ Ùĥ", + "öff entlich", + "г ан", + "ĠاÙĦØŃ ÙĦ", + "ĠmiÄĻd zy", + "ĠÑĩа ÑģÑĤи", + "ujÄħ cy", + "ĠbaÄŁ lı", + "ĠiliÅŁ ki", + "Ùģ اء", + "ãĥª ãĥ³ãĤ°", + "Ġhã ng", + "ĠконÑĤ ÑĢ", + "ĠконÑĤÑĢ ол", + "к оп", + "ש ×Ļ×¢", + "ש×Ļ×¢ ×ķר", + "ĠÐĴ аÑĪ", + "Ġ×Ķ תק", + "ÙħÙĨ ع", + "ĠpolÃŃt ico", + "Ġг олов", + "ĠØ¥ ÙĬ", + "Ø¥ ÙĨتاج", + "à¸ļ ิ", + "Ġг овоÑĢ", + "ĠговоÑĢ иÑĤ", + "Ġph á»ķ", + "ĠÑģем ÑĮ", + "ãģ¯ ãģĤãĤĬãģ¾ãģĽãĤĵ", + "ĠÙĪ است", + "×ŀש פ×ĺ", + "з ем", + "×ŀ×ĵ ×ijר", + "Ġíģ °", + "ĠìĿ´ ë²Ī", + "ê°Ģ ëĬĶ", + "Ġì§Ģ ìĽIJ", + "Ġca ÅĤy", + "Ġgeli ÅŁtir", + "Ñģк ое", + "pos é", + "Ġkh ô", + "à¸ķิà¸Ķ à¸ķาม", + "miss ão", + "Ġ׾ ×ŀר", + "Ġ׾×ŀר ×ķת", + "Ġb ó", + "à¸ķรวà¸Ī สà¸Ńà¸ļ", + "Ġngh á»ģ", + "Ġб из", + "Ġбиз неÑģ", + "ÑģÑĤ еÑĢ", + "ÙĪ Ùİ", + "楽 ãģĹãģ", + "楽ãģĹãģ ¿", + "ãģĵãĤĮ ãģĭãĤī", + "wiÄħ zan", + "ส à¸Ńà¸Ļ", + "Ùħ ÙĪر", + "׳×ĵ ׾", + "Ġ×Ķ×IJ ×ĵ×Ŀ", + "Ġм олод", + "ØŃ Ùħا", + "ØŃÙħا ÙĬØ©", + "ÑģÑĤ ÑĢан", + "Ġbu á»ķi", + "ת×Ļ ×Ļ×Ŀ", + "abile ceÄŁi", + "L Ä°", + "à¹Ģย à¸Ńะ", + "à¸Ī ร", + "س ÙĥاÙĨ", + "à¸Ļ ัà¸Ķ", + "Ġm ấy", + "ĠÐij а", + "s ÅĤaw", + "ĠÙģ ÙĦا", + "ĠкоÑĤоÑĢ ой", + "Ġпло Ñī", + "ĠплоÑī ад", + "ãĤĤ ãģĤãĤĬ", + "sz czÄĻ", + "×Ļפ ×ķ", + "ש×ŀ ת", + "owa ÅĤa", + "Ġn ông", + "צ×ij ×IJ", + "ĠìŀĪ ìĹĪ", + "ãģ¾ ãģ¨", + "ãģ¾ãģ¨ ãĤģ", + "ÙĤÙĪ ات", + "ãģ¿ ãĤĵãģª", + "Ġ׼ ×ŀ×¢×ĺ", + "Ġx úc", + "ï¼ Ĩ", + "r ÄĻ", + "rÄĻ cz", + "×ĵ ×ŀ×Ļ", + "Ġt áºŃn", + "à¸Ķ วà¸ĩ", + "ê²½ ìłľ", + "п ÑĥÑĤ", + "Ø£ ربع", + "Ġ×ŀ שת×ŀש", + "ãĤ¿ãĤ¤ ãĥĹ", + "Ġìłľ ê°Ģ", + "Ġ׾ ׼ף", + "ĠобÑĢаз ом", + "ÙĬÙĥ ا", + "w ÅĤ", + "wÅĤ asn", + "ĠاÙĦÙĪØ·ÙĨ ÙĬØ©", + "بÙĬ ب", + "×ŀ ׾×Ļ", + "к ÑĢаÑĤ", + "기 ìĹIJ", + "ÙĤ اد", + "ĠÙĦ دÙī", + "à¸Ħวาม รูà¹ī", + "×ŀ×ĵ×Ļ׳ ×Ļ×ķת", + "ê² ¨", + "Ġíĺ Ħìŀ¬", + "ש ת×Ļ", + "м ол", + "Ġmá i", + "à¸ŀิ ม", + "à¸ŀิม à¸ŀ", + "à¸ŀิมà¸ŀ à¹Į", + "หล วà¸ĩ", + "Ġx uyên", + "×Ĺ ×¡×¨", + "رÙĪ ÙĨ", + "ãģĿãģĨ ãģĦãģĨ", + "ãģĿãĤĮ ãģŀ", + "ãģĿãĤĮãģŀ ãĤĮ", + "Ġ׼ ש×Ķ", + "ÐŁ ÑĢав", + "×ŀ×ij צע", + "ع رب", + "Ġbü yü", + "פ×Ļת ×ķ×Ĺ", + "à¸Ī à¸ļ", + "ĠØ£ Ùĥبر", + "שר ת", + "×ŀ׼ ש×Ļר", + "ĠÙĪ Ùħع", + "ãģ® ãģŁãĤģãģ«", + "à¸Ļ ัà¸ļ", + "ì° °", + "ãĥª ãĥķãĤ©", + "ãĥªãĥķãĤ© ãĥ¼ãĥł", + "Ġc Æ°á»Ŀng", + "ĠìłĢ íĿ¬", + "ÙħÙĨظ ÙħØ©", + "Ġhiç bir", + "ãģ§ãģ¯ ãģĤãĤĬãģ¾ãģĽãĤĵ", + "ร à¸Ńย", + "ëIJľ ëĭ¤", + "ãģĻãģIJ ãģ«", + "к ла", + "Ġürün ler", + "Ġki á»ĥu", + "ĠëĤĺ ëĬĶ", + "ÑĤ ки", + "Ñģ им", + "Ġchá»ī nh", + "ãĤĤ ãģªãģĦ", + "ศ รี", + "æĽ¿ ãģĪ", + "ta ÅŁ", + "Ġب ÙĥÙĦ", + "Ġ×ķ ×Ļש", + "vis ão", + "ä¼ Ŀ", + "ä¼Ŀ ãģĪ", + "ÙĦ د", + "׾ ×Ļ×ŀ", + "׾×Ļ×ŀ ×ķ×ĵ", + "t ória", + "د Ùij", + "اÙħ ر", + "Ġê·¸ëłĩ ê²Į", + "Ġmateria ÅĤ", + "à¸Ĺ รา", + "à¸Ĺรา à¸ļ", + "ãģ®æĸ¹ ãģĮ", + "ãģ¦ ãģįãģŁ", + "ض غ", + "ضغ Ø·", + "ĠÙĬ عÙĨÙĬ", + "ел о", + "×IJ×Ķ ×ij×Ķ", + "×¢ ×ŀ", + "ÅŁ ık", + "ìŀIJ ëĬĶ", + "ãĤ¿ ãĥ³", + "Ġb áºŃt", + "×ŀשפ ×Ĺ×Ķ", + "к ÑĢи", + "б ли", + "สั à¸ķ", + "สัà¸ķ วà¹Į", + "ĠسÙĨ ÙĪات", + "ĠPh Æ°Æ¡ng", + "ãģ¦ãģĹãģ¾ ãģ£ãģŁ", + "ãģª ãģľ", + "Ġ×ij×IJ ×ķ", + "Ġc án", + "س جÙĦ", + "Ġl ẽ", + "ãĤ± ãĥ¼ãĤ¹", + "Ġק ×Ļ×ij׾", + "à¸ļà¸Ĺ à¸Ħวาม", + "Ġ×ķ ׼ף", + "ĠпÑĢедÑģÑĤав лен", + "Ġn á»iji", + "Ġcoment ário", + "ени ем", + "Ġtá» ı", + "l Ãł", + "Ġש×Ķ ×Ļ×Ķ", + "Ñģл ав", + "ĠاÙĦ ÙĪÙĦا", + "ĠاÙĦÙĪÙĦا ÙĬات", + "ÙĦج ÙĨØ©", + "ק×ķר ×IJ", + "бÑĭ ÑĤ", + "Ġì ¦", + "Ġì¦ ī", + "ãģ§ãģĻ ãģĹ", + "หรืà¸Ń à¹Ħมà¹Ī", + "за ÑīиÑĤ", + "ÙģÙĦ سطÙĬÙĨ", + "Ġmi á»ħn", + "à¹Ģย à¹ĩà¸Ļ", + "ĠçalÄ±ÅŁ an", + "×Ļ×Ĵ ×Ķ", + "ĠE ÄŁ", + "ĠEÄŁ itim", + "ãĥĥãĤ· ãĥ¥", + "Ġоп Ñĭ", + "ĠопÑĭ ÑĤ", + "ر غ", + "رغ ب", + "ĠÑģво иÑħ", + "à¸Ľà¸£à¸° à¸ķ", + "à¸Ľà¸£à¸°à¸ķ ู", + "Ġ×ŀ×IJ ×ĵ", + "׼ ×ķ׳×Ļ×Ŀ", + "à¸Ļ ี", + "ĠвÑĭ Ñħод", + "ãģ®ä¸Ń ãģ«", + "פ ׾×IJ", + "ĠÙĪ ÙĦÙĬس", + "פ×ķר ס", + "פ×ķרס ×Ŀ", + "Ùħ سÙĦÙħ", + "Ġng ôi", + "×ĵ ×ŀ×ķת", + "ãĤĴ使 ãģ£ãģ¦", + "ĠпомоÑī ÑĮÑİ", + "Ø£ سر", + "бл ок", + "ÙĤ Ùĩ", + "ãģĹãģ¾ ãģĦ", + "ãģ¨ ãģĹãģŁ", + "Ġп еÑģ", + "ãĥī ãĥ«", + "×Ĺ ×Ŀ", + "ãģĹãģª ãģĮãĤī", + "ĠÐŁ ÑĢед", + "ãĥģãĤ§ ãĥĥãĤ¯", + "å¼· ãģĦ", + "ש ×Ļר×ķת", + "д аеÑĤ", + "×Ļ×ij ×ķ", + "Ġgen ç", + "ил аÑģ", + "илаÑģ ÑĮ", + "ĠبÙĦ د", + "æĤ ª", + "æĤª ãģĦ", + "Ġ×ŀ שת", + "æ§ĺ ãĢħ", + "æ§ĺãĢħ ãģª", + "à¸ĺรรม à¸Ĭาà¸ķิ", + "ĠÙĥ اÙħÙĦ", + "ĠاÙĦس Ùħ", + "×ij×ĺ ×Ļ×Ĺ", + "c á", + "g ência", + "ãĤ¹ãĤ¿ ãĥ¼", + "à¸Ĺำ à¸ģาร", + "×Ļ׾ ת", + "Ġ×Ļ ×ķצ×IJ", + "w ój", + "à¸ļุ à¸Ħ", + "à¸ļุà¸Ħ à¸Ħล", + "ع تÙħ", + "عتÙħ د", + "ãģĿãĤĮ ãģ«", + "ĠاÙĦت ارÙĬØ®", + "ÙĤر اء", + "Ġyönet im", + "ק שר", + "ĠÑģп оÑĢÑĤ", + "Ġר×IJש ×ķף", + "Ġseñ al", + "Ġch ắn", + "çĦ¡ ãģĦ", + "ĠдоÑģÑĤ аÑĤ", + "ĠдоÑģÑĤаÑĤ оÑĩно", + "Ġá gua", + "à¸ģร à¸ĵ", + "à¸ģรà¸ĵ ี", + "Ġ×ŀש ×ķ", + "Ġtr ải", + "ë² Į", + "ujÄħ cych", + "Ùģر د", + "à¹ĥ à¸ģล", + "à¹ĥà¸ģล à¹ī", + "ãĤĭ ãģ®ãģ¯", + "ר×ķ ×ķ×Ĺ", + "ÙĨ Ùĥ", + "ĠاÙĦÙĨ ÙĤ", + "ãģ®ãģ§ ãģĹãĤĩãģĨ", + "ãģ®ãģ§ãģĹãĤĩãģĨ ãģĭ", + "Ùħ عرÙģ", + "ÙħعرÙģ Ø©", + "ÑĥÑī е", + "Ġ×ij×¢ ×Ļקר", + "ت صÙĦ", + "Ġ×Ķ×IJ ר", + "Ġ×Ķ×IJר ×¥", + "ĠÅŀ i", + "à¸Ĥา à¸Ķ", + "íŀ ĺ", + "ãģªãĤĵ ãģ¨", + "ĠìĤ¬ëŀ ij", + "l Ã¼ÄŁÃ¼", + "ب اء", + "ĠاÙĦØ¢ خر", + "Ġfam ÃŃlia", + "ĠTh áng", + "Ñī ениÑı", + "ãĤ¯ ãĥŃ", + "ĠTh ứ", + "æĽ¸ ãģį", + "ен ной", + "ìŀ ¡", + "бл аг", + "благ о", + "п ов", + "à¹ģ ว", + "à¸ĩ à¸Ħà¹Į", + "à¸Ńัà¸Ļ à¸Ķัà¸ļ", + "ãģĤ ãģĴ", + "ร à¹īาย", + "ün ün", + "Ġ×Ļ׼×ķ׾ ×Ķ", + "з он", + "ĠÐľ и", + "маÑĤ еÑĢиал", + "Ġë³´ ë©´", + "ØŃÙģ ظ", + "ê Ìģ", + "ãģ« ãģĻãĤĭ", + "Ġת ×IJ", + "Ġ×Ķס ×ķ", + "ĠÑģÑĤ оÑĢ", + "ĠÑģÑĤоÑĢ он", + "ãĥĪ ãĥĥãĥĹ", + "ÅĤo ÅĽÄĩ", + "ëħ ¼", + "ëĵ Ŀ", + "ĠÙĪاÙĦ ع", + "ì¶ Ķ", + "Ġ×Ļצ ×IJ", + "ĠÑĢаз дел", + "алÑĮ наÑı", + "×IJ׳ ש×Ļ", + "spo ÅĤ", + "spoÅĤ ec", + "spoÅĤec zn", + "Ø¥ عÙĦ", + "إعÙĦ اÙĨ", + "ÙĤÙĪ Ùī", + "íķĺë©´ ìĦľ", + "تط ÙĪر", + "Ġsi êu", + "Ỽ t", + "д ви", + "дви ж", + "Ġqu ần", + "k ıl", + "ĠпÑĢи зна", + "ĠH ã", + "ĠHã y", + "ĠباÙĦ ت", + "man ın", + "ãĤ« ãĥ«", + "Ġk á»·", + "ק ׾×Ļ", + "ëIJĺ ì§Ģ", + "تعÙĦ Ùħ", + "ìĭľ ìĦ¤", + "ìĭ ¶", + "íĺ ¼", + "Ùĥ ÙĬÙģ", + "売 ãĤĬ", + "วิ à¸Ĭา", + "б ал", + "ĠØ£ ØŃ", + "Ġдолж ен", + "รา à¸ĩ", + "ราà¸ĩ วั", + "ราà¸ĩวั ล", + "Ùħ اء", + "ج ار", + "Å ļ", + "Ġ×ŀ×IJ ×ĸ", + "ר ×ŀ×Ķ", + "ãģĭãĤĤãģĹãĤĮ ãģªãģĦ", + "ét ude", + "czÄħ c", + "Ġg ór", + "×ł×¡ ×Ķ", + "Ùħ ÙĬد", + "ĠÐŁ еÑĢе", + "Ø£ خر", + "ãģĿãģ® å¾Į", + "à¹Ģà¸Ķียว à¸ģัà¸Ļ", + "×ŀ ×Ĵ×ķ", + "×ŀ×Ĵ×ķ ×ķף", + "д ов", + "mas ına", + "×¢ ׳×Ķ", + "ãĤ± ãĥĥãĥĪ", + "ס ×¢", + "סע ×Ļ×£", + "ĠT Æ°", + "Ġt óc", + "íĻľ ëıĻ", + "ĠÐŀ д", + "ĠÐŀд нако", + "Ġdol ayı", + "ؤ Ùĥد", + "ê³Ħ íļį", + "׾ ר", + "в еÑĩ", + "Ġkh ợi", + "Ġth ủy", + "×ĵ ף", + "ร à¸ģ", + "à¸ļั à¸ķร", + "à¹Ģà¸ģ à¹Īา", + "ĠاÙĦØ« اÙĦ", + "ĠاÙĦثاÙĦ Ø«", + "Ġpod rá", + "ער ×Ļ", + "ÙĨج اØŃ", + "Ġkh ắc", + "ì¸ ¡", + "Ä° M", + "ãĤ» ãĥĥãĥĪ", + "ż enia", + "Ġ׾×Ĺ ×ijר", + "er Ãł", + "ì ´Ī", + "Ġkü ç", + "Ġküç ük", + "ات ÙĩÙħ", + "à¸ĭ à¹Į", + "Ùħشار ÙĥØ©", + "ĠاÙĦ بط", + "Ġd ây", + "ен нÑĭм", + "à¸Ĺีà¹Ī à¹Ħมà¹Ī", + "ÙĤ Ùİ", + "Ġv ượt", + "Ġtr ì", + "Ġwp ÅĤyw", + "A Åŀ", + "з о", + "ĠاÙĦس ÙĬد", + "à¸Ĺะ à¹Ģล", + "ĠÑģодеÑĢж а", + "ع Ø·ÙĬ", + "ĠاÙĦع ÙĨ", + "èĢħ ãģĮ", + "à¹Ģ หà¸Ļ", + "à¹Ģหà¸Ļ ืà¸Ń", + "Ġb ÃŃ", + "Ġüzer inden", + "ĠV Å©", + "Ġnu ôi", + "ÙĨ Ùħ", + "алÑĮ ного", + "×¢ ×Ļף", + "ØŃ Ø¶Ø±", + "ĠоÑĤ дел", + "ëª ĩ", + "ìķ ¡", + "ĠÙĦدÙĬ Ùĩ", + "ìĻ ľ", + "Ġse ktör", + "Ġвозмож но", + "ĠÐĶ ж", + "Ġh ô", + "äºĭ ãģĮ", + "иÑĢов ание", + "алÑĮ ной", + "Ġ미 êµŃ", + "ر ØŃÙĦ", + "ĠÑįк Ñģ", + "пÑĢав лÑı", + "Ġnh á»Ŀ", + "ĠÄij ẩ", + "ĠÄijẩ y", + "Ùģ Ùĥر", + "ĠÙĪØ£ ضاÙģ", + "ãĥIJ ãĤ¹", + "ת×ķ׼ ׳×Ļת", + "ÑĤел ей", + "ĠØ¥ÙĦÙĬ Ùĩ", + "ãģ¨è¨Ģ ãģ£ãģ¦", + "Ġдв е", + "Ġch ấp", + "ĠL ö", + "à¸Ħล ิ", + "à¸Ħลิ à¸Ľ", + "Ġس ÙĪر", + "ĠسÙĪر ÙĬا", + "×ŀ×Ĺ ×ķ", + "st ä", + "д об", + "Ġni á»ĩm", + "ãģ® 大", + "פר×ķ ×Ļק", + "פר×ķ×Ļק ×ĺ", + "ĠCh âu", + "Ġ×ŀ×Ķ ×Ŀ", + "Ñģк им", + "ĠполÑĥÑĩ иÑĤÑĮ", + "ÙĬ ÙĪÙħ", + "Ø« ÙĪر", + "פ×ķ׾ ×Ļ×ĺ", + "פ×ķ׾×Ļ×ĺ ×Ļ", + "ĠмеÑģÑı ÑĨ", + "åħ¨ ãģ¦", + "ĠاÙĦÙħ جÙĦس", + "ĠاÙĦت اÙĦÙĬ", + "Ġ׊ר", + "åIJij ãģij", + "׼ ×ŀ×Ķ", + "б ед", + "Ø£ عض", + "أعض اء", + "ÙĪÙĦ د", + "วà¹Īา à¸Īะ", + "Ġb ánh", + "à¸Ļิ ย", + "à¸Ļิย ม", + "à¸Ľà¸£à¸° à¸ģัà¸Ļ", + "ÑģÑĤав иÑĤÑĮ", + "à¸ŀ à¸Ļัà¸Ļ", + "ĠÑį ÑĦÑĦ", + "ĠÑįÑĦÑĦ екÑĤив", + "Ġав ÑĤоÑĢ", + "ĠÄIJ Äĥng", + "Ġth Æ°á»Łng", + "ãĤĴ æĦŁãģĺ", + "à¸ģัà¸ļ à¸ģาร", + "å¾Į ãģ«", + "Ġya ÄŁ", + "ست اÙĨ", + "Ġli á»ģn", + "ãģĦ ãģ¾", + "i êu", + "à¹Ĥà¸Ķ à¸Ļ", + "ĠÙĦ Ø°ÙĦÙĥ", + "à¹Ĥรà¸ĩ à¹Ģรียà¸Ļ", + "צ ×Ļ×Ĵ", + "ĠاÙĦÙħ عÙĦÙĪÙħات", + "ç§ģ ãģŁãģ¡", + "à¸Ĺีà¹Ī à¸Ħุà¸ĵ", + "ãģ«ãģª ãģ£ãģ¦ãģĦãĤĭ", + "×ŀ×ĵ ×Ļ׳×Ķ", + "ס ׼×Ŀ", + "Ġв не", + "à¸ŀ à¸Ļัà¸ģà¸ĩาà¸Ļ", + "ÑĢ ей", + "à¹Ģà¸Īà¹īา หà¸Ļà¹īาà¸Ĺีà¹Ī", + "ĠHi á»ĩn", + "Ġméd ico", + "ĠتØŃ ÙĤÙĬÙĤ", + "ÑĮ ÑĤе", + "miÅŁ ti", + "ÙĤÙĬ ادة", + "ãĤı ãģĭãĤĬ", + "มา à¸Īาà¸ģ", + "ëħ Ģ", + "ãģ«éĸ¢ ãģĻãĤĭ", + "×IJר×Ĵ ×ķף", + "m ètre", + "Ġעצ ×ŀ×Ļ", + "ĠCh úa", + "รูà¹ī à¸Ī", + "รูà¹īà¸Ī ัà¸ģ", + "ì£ Ħ", + "ëĭ µ", + "à¹ģà¸Ĺ à¹ī", + "Ġgeç en", + "Ġlan ça", + "ĠاÙĦ بØŃØ«", + "×ĵ ×ŀ×ķ", + "ãģ¯ ãģĺ", + "ãģ¯ãģĺ ãĤģ", + "Ġdön Ã¼ÅŁ", + "è¿ij ãģı", + "à¹Ģส ม", + "à¹Ģสม à¸Ń", + "ëĿ ½", + "Ġü ç", + "á» ŀ", + "ÑĪ аÑı", + "à¸Ĺ ร", + "ØŃ ÙĤÙĬÙĤØ©", + "à¸Ĥà¸Ńà¸ĩ à¸ģาร", + "Ġ무 ìĹĩ", + "Ġ×Ķ ׼ר", + "ĠاÙĦص ÙĬÙĨ", + "ĠлÑİ Ð´Ð¸", + "à¸ķ าย", + "ب ÙĪÙĦ", + "Ġvi êm", + "Ġthi á»ĩu", + "à¸ģ à¸Ķ", + "Ġ׾ ×ĵ×ijר", + "פ ׳×Ķ", + "×IJר ×ij×¢", + "س Ùī", + "ĠاÙĦسÙĬ اس", + "ĠاÙĦسÙĬاس ÙĬØ©", + "yd ı", + "ÙĪØŃد Ø©", + "ĠдеÑıÑĤелÑĮ ноÑģÑĤи", + "Ġ×ķ×Ķ ×ŀ", + "п еÑĩ", + "пеÑĩ аÑĤ", + "иÑĢов аниÑı", + "ĠÑģ ог", + "ĠÑģог лаÑģ", + "Ġ׼ ×ĵ", + "Ġ׼×ĵ ×IJ×Ļ", + "ĠиÑģполÑĮзов аÑĤÑĮ", + "ס פ×ķר×ĺ", + "Ġil çe", + "exp érience", + "ĠTh á»Ŀi", + "Ä° K", + "à¹Ħà¸Ł à¸Łà¹īา", + "ëĵ¤ ìĹIJê²Į", + "à¸Ľà¸£à¸° à¹Ģà¸ł", + "à¸Ľà¸£à¸°à¹Ģà¸ł à¸Ĺ", + "Ġmü mk", + "Ġmümk ün", + "Ġ×IJ×ķת ׳×ķ", + "ìĦ± ìĿĦ", + "ĠìĿ´ ìľł", + "زÙĬ ارة", + "Ġolduk ça", + "r ób", + "ĠØ£ ÙĨا", + "Ġ×Ķ ×ij×Ļ", + "Ñģ ен", + "×¢ ×Ļקר", + "×Ļ×ĵ ×ķ×¢", + "d zÄħ", + "Ùħ عÙĦÙĪÙħات", + "Ø´ اب", + "Ġpar ça", + "à¸Ļะ à¸Ħะ", + "ب اس", + "ĠÑĤоÑĢ г", + "ĠÑĤоÑĢг ов", + "Ġ×Ĺ ×ĵר", + "׼ ר×ĺ", + "׼ר×ĺ ×Ļס", + "ĠA yrıca", + "ÃªÌ £", + "ìľ ¨", + "ĠÑĤак ие", + "Ġ×ŀצ ×ķ×Ļ", + "ãĥ©ãĥ³ ãĤŃãĥ³ãĤ°", + "ש×Ļ×ķ ×ķק", + "åīį ãģ®", + "ĠB ảo", + "Ñī Ñĥ", + "æĹ© ãģı", + "ĠPh òng", + "à¸ŀระ ราà¸Ĭ", + "פ ×Ĺ×ķת", + "Ġг л", + "Ġгл аз", + "à¸Ĺ à¹Īา", + "Ġd ạy", + "ÑĢ оÑģÑĤ", + "à¹Ĥà¸Ķย à¹Ģà¸īà¸ŀาะ", + "Ġqu áºŃn", + "Ġ×Ĺ×ijר ×ķת", + "m ême", + "mÄ±ÅŁ tı", + "ĠاÙĦت داÙĪÙĦ", + "Ġn ạn", + "Ġ×Ķ ×ĵ×Ļ", + "ĠاÙĦØ· رÙĬÙĤ", + "×Ĵ ×ķת", + "Ġ×Ķ ×ĵר×ļ", + "ujÄħ ce", + "Ġch ữ", + "ãĤĤãģ® ãģ®", + "ë° Ľ", + "ãģķãĤĵ ãģ¯", + "Ġyard ım", + "ĠاÙĦع Ùħ", + "Ġì§Ħ íĸī", + "Ġ×Ļ ×Ĺ", + "Ġ×Ļ×Ĺ ×¡×Ļ", + "ĠاÙĦÙħ دÙĬÙĨØ©", + "Ġc ú", + "à¸ģี ฬ", + "à¸ģีฬ า", + "Ġni ên", + "mis ión", + "׳×Ļס ×Ļ", + "׳×Ļס×Ļ ×ķף", + "Ġвоз ÑĢаÑģÑĤ", + "Ġ×¢×ķש ×Ķ", + "ĠÙħ دÙĬر", + "Ñı ÑģÑĮ", + "ØŃ Ø¬Ùħ", + "íĻĺ ê²½", + "ĠاÙĦØ£ خرÙī", + "u ÃŁer", + "ĠاÙĦعاÙĦÙħ ÙĬØ©", + "ĠNg á»įc", + "êµIJ íļĮ", + "ä¸Ĭ ãģ§", + "×Ļ×Ķ ×ķ×ĵ", + "×Ļ×Ķ×ķ×ĵ ×Ļ×Ŀ", + "Ùħس اعدة", + "Ġжиз нÑĮ", + "ĠпоÑĤ омÑĥ", + "ĠاÙĦÙħ ÙħÙĦ", + "ĠاÙĦÙħÙħÙĦ ÙĥØ©", + "ĠG ör", + "ر ÙIJ", + "×ŀק ×ķ×ŀ×ķת", + "åĩºæĿ¥ ãĤĭ", + "ÑĦ ÑĤ", + "ĠìĿ´ ìłľ", + "ĠÑĢ ем", + "ĠÑĢем онÑĤ", + "ת ×ķ×ļ", + "æĻĤ ãģ¯", + "ãĤīãĤĮ ãģªãģĦ", + "alt ı", + "家 ãģ®", + "ĠاÙĦØ¥ عÙĦاÙħ", + "리 ëĬĶ", + "ãģĭãĤī ãģ¯", + "ĠH ạ", + "ãģĤ ãģ®", + "×ĵ×Ļ ×ķף", + "رÙĬ س", + "Ġsoci etÃł", + "ĠاÙĦÙĥ بÙĬر", + "Ġ×ij ×ŀס", + "Ġ×ij×ŀס ×Ĵר", + "Ġ×ij×ŀס×Ĵר ת", + "ĠìŀĪ ìľ¼ë©°", + "Ġn ặng", + "Ùĩ Ùī", + "ĠB Ãł", + "×ŀר ×ķ", + "Ġj ÄĻ", + "ĠjÄĻ zy", + "ĠjÄĻzy k", + "Ġ׼ ×ŀ×ķ×ijף", + "×¢ ׾×Ķ", + "à¸Ĺีà¹Ī à¹Ħà¸Ķà¹ī", + "ãģ¾ ãģĹãĤĩãģĨ", + "×ŀס פר", + "Т Ðŀ", + "سÙĬاس Ø©", + "Ġкажд Ñĭй", + "ë² ł", + "t ım", + "y á»ĩn", + "ร ีà¹Ī", + "ĠдеÑĤ Ñģк", + "วิà¸ĺี à¸ģาร", + "m ówi", + "×ĺ×¢ ×Ŀ", + "×Ķצ׾ ×Ĺ×Ķ", + "ض ÙĬÙģ", + "ĠÑħоÑĤ Ñı", + "ãĤĵãģ§ ãģĦãĤĭ", + "à¸Ħา à¸Ķ", + "à¸Ħร à¸ļ", + "Ġк ÑĥÑĢÑģ", + "ĠbaÅŁ arı", + "×ijר ×ķ", + "ÙĬع Ø©", + "ĠÐĿ Ñĥ", + "à¸Ħวาม à¹Ģà¸Ľà¹ĩà¸Ļ", + "Ġ׾ ×ŀש׾", + "Ġì¢ĭ ìĿĢ", + "Ùħؤس س", + "Ùħؤسس ات", + "Ġpréc is", + "Ġth ảo", + "à¸ģà¹ĩ à¸Ħืà¸Ń", + "Ġש ׼׾", + "führ ung", + "ãģĦ ãģ§", + "à¹ģละ มี", + "à¸ģà¹ĩ มี", + "Ġש ש", + "м ел", + "Ġкни г", + "ĠباÙĦ ÙĨ", + "ĠباÙĦÙĨ سبة", + "Ġald ı", + "ÑĤ ай", + "Ġ×Ĺ×ĵ ש×Ļ×Ŀ", + "å®Ł ãģ¯", + "ع ÙĪا", + "ĠìĿĺ 미", + "из м", + "ÑĢабоÑĤ аÑĤÑĮ", + "Ùģ ص", + "Ġ×ij׳ ×ķסף", + "ãģ¨ãģĹãģ¦ ãĤĤ", + "à¹Ģà¸Ľà¹ĩà¸Ļ à¸Ĺีà¹Ī", + "ĠÑģлед ÑĥеÑĤ", + "èĢĥãģĪ ãģ¦", + "Ġ׼ ×Ļ×ķ×Ŀ", + "ÑģÑĤ Ñĭ", + "׼׾׼ ׾×Ļ", + "æµģ ãĤĮ", + "ãĤĴ ãģ¤ãģij", + "Ñĩ аÑĤ", + "×Ļ׼ ×ķף", + "×Ļר ×Ļ", + "ları yla", + "ãĤ¤ ãĥ¡", + "ãĤ¤ãĥ¡ ãĥ¼ãĤ¸", + "׳×ĸ ק", + "Ġci ò", + "Ġs ın", + "Ġsın ır", + "à¸Ļ à¸Ħร", + "к аÑĤ", + "Ġl á»Ĺi", + "ëŀ Į", + "تÙģ اص", + "تÙģاص ÙĬÙĦ", + "ëĨ ĵ", + "ĠÙħ ض", + "il miÅŁ", + "بار Ùĥ", + "ÐĿ Ðĺ", + "Ġth ẩm", + "Ġ×IJ×ķת ×ļ", + "ĠпÑĢин им", + "ĠпÑĢиним а", + "Ġyö nt", + "Ġyönt em", + "Ġ×ŀק ×ij׾", + "Ġktó rego", + "ê· Ģ", + "شر Ùģ", + "د اÙħ", + "ãģĦãĤį ãģĦãĤį", + "ĠAl ém", + "Ġgör ü", + "Ġgörü nt", + "Ġgörünt ü", + "د س", + "ÑĪ ки", + "г ÑĢад", + "Ġl ạc", + "Ġs ữa", + "ãĤīãĤĮ ãģ¾ãģĻ", + "o Ãłi", + "Ñī ен", + "ãģĭ ãģªãģĦ", + "Ġп оп", + "Ġпоп Ñĥ", + "ĠпопÑĥ лÑıÑĢ", + "ĠاÙĦÙħ ÙĪÙĤع", + "rä g", + "ï¼ ¡", + "íķ Ħ", + "ãĤĴè¦ĭ ãĤĭ", + "اÙħ ا", + "ĠاÙĦØŃ Ø±Ø¨", + "ĠÐŁ а", + "Ġ׾ ×IJתר", + "Ġt á»ijc", + "×ij ׾×Ķ", + "ر ئÙĬس", + "в Ñĥ", + "ÙĬ دÙĬ", + "каз ан", + "Ġ׊ש×ij×ķף", + "h ôtel", + "×¢ ×ķ׳×Ķ", + "ب ÙĨÙĬ", + "×ŀ ×ķ׾", + "Ġд нÑı", + "éĽ£ ãģĹãģĦ", + "вед ениÑı", + "Ġ×ķ ×ŀת", + "н апÑĢимеÑĢ", + "ÙĤ ابÙĦ", + "Ġrésult at", + "ĠÑĢазвиÑĤ иÑı", + "ر Ùij", + "ìłĦ 문", + "ĠاÙĦÙħ زÙĬد", + "ĠìľĦ íķ´ìĦľ", + "ëĨ į", + "íĻ ķ", + "ĠThi ết", + "íĮ ¨", + "malı dır", + "Ġcz ÅĤ", + "ĠczÅĤ owie", + "ĠczÅĤowie k", + "ĠÙĦ بÙĨ", + "ĠÙĦبÙĨ اÙĨ", + "üs ü", + "ãģªãĤĵ ãģł", + "Ġżyc ie", + "ĠÑħоÑĢоÑĪ о", + "æĸ¹ ãģ«", + "ëĭ¤ ë©´", + "иÑĩеÑģ каÑı", + "ער ×Ļ׼", + "ער×Ļ׼ ת", + "ãģ¾ãģĽãĤĵ ãģ§ãģĹãģŁ", + "ĠÑģоб ой", + "Ġg á»Ĺ", + "Ġдел аÑĤÑĮ", + "da Äĩ", + "аÑĢ а", + "róż ni", + "à¹Ģล ีà¹ī", + "à¹Ģลีà¹ī ย", + "à¹Ģลีà¹īย à¸ĩ", + "à¸Ŀ าà¸ģ", + "Ġت ÙĤ", + "ĠتÙĤ دÙĬ", + "ĠتÙĤدÙĬ Ùħ", + "หà¸Ļ ุà¹Īม", + "Ġmü cade", + "Ġmücade le", + "ì§Ģ 를", + "ãĤ¤ ãĤ¹", + "ĠØ£ ساس", + "jÄħce go", + "ĠÅŁ eh", + "н ÑĤеÑĢ", + "ÑĨи Ñİ", + "ï» »", + "ÑİÑī его", + "à¹Ĥà¸Ľà¸£ à¹ģ", + "à¹Ĥà¸Ľà¸£à¹ģ à¸ģรม", + "Ġmie Äĩ", + "ØŃÙĥÙĪÙħ Ø©", + "ãģ§ãģĹãģŁ ãģĮ", + "×Ļס ×Ķ", + "ãĤĤãģ® ãĤĴ", + "Ġ×ŀ ×IJת", + "สุà¸Ķ à¸Ĺà¹īาย", + "Ġc Å©", + "ÙĨ سب", + "ĠпÑĢ оÑĩ", + "Ġд ней", + "ĠÑįÑĤи Ñħ", + "׾ ×ŀת", + "нÑı Ñı", + "Ñį к", + "Ġì§Ģ ëĤľ", + "มหา วิà¸Ĺยา", + "มหาวิà¸Ĺยา ล", + "มหาวิà¸Ĺยาล ัย", + "d ão", + "ĠMá y", + "ĠêµŃ ê°Ģ", + "à¸ļุ รี", + "×Ĵ ×Ļ׾", + "ĠÑĤÑĭ ÑģÑı", + "ĠÑĤÑĭÑģÑı Ñĩ", + "Ùģ Ùĥ", + "ĠÐĺ Ñģ", + "è¡Į ãĤıãĤĮ", + "פר ×ĵ", + "ãģ¤ ãģį", + "à¸Ħร à¸Ńà¸ļ", + "à¸Ħรà¸Ńà¸ļ à¸Ħรัว", + "à¸Ĥึà¹īà¸Ļ มา", + "ä»ĬæĹ¥ ãģ¯", + "ĠìĤ¬ëŀĮ ìĿ´", + "עצ ×ŀ×Ķ", + "п оÑĢ", + "ĠK ỳ", + "Ġ Æ¡n", + "Ġth Äĥm", + "Ùģ اÙĤ", + "ãģļ ãģ«", + "Ġ׾ קר", + "Ġ׾קר ×ķ×IJ", + "اÙģ ÙĬØ©", + "Ùħ Ùİا", + "г аÑĢ", + "ص ÙĦا", + "صÙĦا Ø©", + "Ġ×ŀ ×ĸ×Ķ", + "lı ģını", + "Ġ×IJ ×Ļ׳×Ķ", + "к ÑĢо", + "Ġng Æ°Æ¡i", + "Ġв ним", + "Ġвним ание", + "jÄħ cy", + "ÙĢÙĢÙĢÙĢ ÙĢ", + "Ñģ Ñħод", + "ãģªãĤĵ ãģĭ", + "×ŀ ×Ļ׾", + "Ġ×Ķ×IJ ×Ĺ", + "ãĤı ãģªãģĦ", + "ع سÙĥر", + "ĠìĦ¸ ê³Ħ", + "ĠÑĩ его", + "ĠÑģÑĢед ÑģÑĤва", + "ĠÐł аÑģ", + "ãģª ãģģ", + "ÙĨ Ùģس", + "ר×Ļ ×ķף", + "Ñģ Ñĥд", + "ĠìĿ¸ ê°Ħ", + "ĠاÙĦÙħ ÙĤبÙĦ", + "ÙĨ عÙħ", + "تÙĪ Ùģر", + "ש ×ij×¢", + "ı lm", + "ılm Ä±ÅŁ", + "Ġ×ľ×ª ת", + "تص Ùģ", + "×Ķפ ×ķ×ļ", + "à¹ĥà¸Ļ à¸Ľà¸µ", + "ìĿ´ ê³ł", + "Ùģ ÙĪز", + "à¸ľà¸¥ à¸ĩาà¸Ļ", + "ĠGi áo", + "à¸ļà¸Ńà¸ģ วà¹Īา", + "Ġd Ä±ÅŁ", + "ĠdÄ±ÅŁ ında", + "ì£ ½", + "Ġdzie ÅĦ", + "к ÑĨии", + "и ÑĨе", + "ãģ® ä¸Ģ", + "ع Ø´", + "пÑĢ еÑģÑģ", + "หà¸Ļ à¹Īà¸Ńย", + "ลัà¸ģษ à¸ĵะ", + "Ġpossibilit Ãł", + "à¹Ħà¸Ķà¹īรัà¸ļ à¸ģาร", + "หย ุà¸Ķ", + "Ġphi ên", + "çĶŁ ãģ¾ãĤĮ", + "Ø· ÙĪÙĦ", + "ÑĦ ин", + "f ür", + "ØŃ ÙĬاة", + "íĸ ĪìĬµëĭĪëĭ¤", + "׼ ׳×ķת", + "à¸Ľà¸£à¸° ส", + "à¸Ľà¸£à¸°à¸ª à¸ļ", + "à¸Ľà¸£à¸°à¸ªà¸ļ à¸ģารà¸ĵà¹Į", + "ëIJĺ ìĹĪ", + "Ġkaż dy", + "Ġl uyá»ĩn", + "ĠоÑĢганиз аÑĨии", + "å°ij ãģªãģı", + "ÑģÑĤÑĢо ен", + "Ġtécn ico", + "ק ×Ķ׾", + "Ġ×ķ×IJ ×Ĺ", + "ĠعÙĦÙĬ Ùĥ", + "Ñī ение", + "Ġ×Ķ ×Ļ׾×ĵ×Ļ×Ŀ", + "ÙĪس ائÙĦ", + "Ġ×ķ ×Ķת", + "تÙħ ÙĬز", + "ĠÑģ казал", + "Ġпол и", + "Ġ×Ķ×ŀ ס", + "ÙĦÙij Ùİ", + "Ùħؤس سة", + "Ġ×ŀ ×Ļ×ĵ", + "ãģ£ ãģ¡", + "ĠëĦĪ 무", + "à¸ŀ ี", + "Ġt ặng", + "Ġt ấn", + "ר ש×Ŀ", + "Ġméd ica", + "Ġ×¢ ×ķ×ŀ", + "Ġ×¢×ķ×ŀ ×ĵ", + "ÑĦ оÑĢ", + "Ùħر Ø©", + "Ġvat anda", + "Ġvatanda ÅŁ", + "Ġдел о", + "à¸Ļ ม", + "ãģ¨ åIJĮãģĺ", + "Ùģ Ùī", + "Ñģ оÑĢ", + "Ġ×Ķס ר×ĺ", + "Ġép oca", + "ìłķ ì±ħ", + "ĠÑģвÑıз ан", + "ض رب", + "ĠÙĦ ÙĨا", + "Ġuży wa", + "ĠاÙĦج ÙĬØ´", + "Ñİ ÑĢ", + "×ijס ×ķ×£", + "Ġм Ñĥ", + "ĠмÑĥ зÑĭк", + "bilit é", + "Ġma ç", + "س Ùİ", + "ت ÙĦÙĥ", + "ãģ ¬", + "ÙĬ ÙĦا", + "ÑĪ ла", + "ÙĢÙĢ ÙĢ", + "Ġод ной", + "зв ан", + "ĠÑģ ÑĢаз", + "ĠÑģÑĢаз Ñĥ", + "ÙĨ ظÙħ", + "را Ùĩ", + "ĠÙĦÙĩ ذا", + "׼ ×ķר", + "Ġ×Ķש ×ij×ķ×¢", + "Ġ×Ķש ת", + "ĠQu ảng", + "ãĥ« ãĥ¼", + "ãģĪ ãģªãģĦ", + "×ĺ ×IJ", + "Ġmi á»ģn", + "ĠPh áºŃt", + "ĠاÙĦس ÙĪÙĤ", + "Ä Ĥ", + "ĠاÙĦج Ùħع", + "ĠاÙĦجÙħع Ø©", + "ÑİÑī ей", + "a ÅĤem", + "عت ÙĤد", + "Ø£ ÙĦÙħ", + "Ñģ ке", + "ĠìĿ´ íķ´", + "ÙĨس Ø®", + "è¨Ģ ãģĦ", + "д обав", + "سب ÙĤ", + "×¢×ķר ר", + "ÑĤи п", + "ãģĿãģĵ ãģ§", + "vis ión", + "عÙĪد Ø©", + "ë¨ ¹", + "×ŀ ×ĸר×Ĺ", + "ĠØ¥ ØŃ", + "Ġ׾×ij ×Ļף", + "Ġ׾צ ×IJת", + "Ġyard ı", + "Ġyardı mc", + "Ġyardımc ı", + "Ä° Z", + "ק פ×Ķ", + "tr é", + "liÄŁ ini", + "клÑİÑĩ а", + "Ġüret im", + "Ġa yrı", + "ĠkiÅŁ iler", + "à¸Ħ à¹īà¸Ļ", + "à¸Ħà¹īà¸Ļ หา", + "ĠS á»±", + "Ġ׼ ס", + "Ġ×Ľ×¡ ×£", + "ĠÑĤак иÑħ", + "ĠXu ân", + "Ġл ег", + "Ġлег ко", + "Ø«ÙĤ اÙģØ©", + "ÐĿ Ðŀ", + "ãĤ¹ãĤ¿ ãĥĥ", + "ãĤ¹ãĤ¿ãĥĥ ãĥķ", + "åIJĪ ãģĦ", + "Ġ×Ķש ×Ļ×ŀ×ķש", + "man ız", + "ĠÐĴ аÑģ", + "g ün", + "ìľĦìĽIJ íļĮ", + "Ġwsp óln", + "ĠÑģв ое", + "í ĥģ", + "à¹Ģà¸Ļ ีย", + "ÙĪب Ø©", + "в Ñıз", + "ı dır", + "ëIJĺ ìĹĪëĭ¤", + "ĠdeÄŁi ÅŁtir", + "ãĤĭ ãģĵãģ¨ãģĮ", + "Ġ×Ĺ×ĵ ש×Ķ", + "ãĤīãĤĮ ãģ¦ãģĦãĤĭ", + "×Ĺ×Ļ ×Ļ×ij", + "ĠÐļ аÑĢ", + "׳×Ļת ×ķ×Ĺ", + "Ġק×ĺ ף", + "ר ×ĸ", + "ÙĪ غ", + "èªŃ ãģ¿", + "Ġت ÙĤÙĪÙħ", + "ĠÙĥ اÙĦ", + "à¸Ŀ ึà¸ģ", + "Ġë°ľ ìĥĿ", + "ológ ico", + "ر اع", + "à¹ģà¸ģà¹ī à¹Ħà¸Ĥ", + "ĠÑĢабоÑĤ Ñĥ", + "ÙĨÙij Ùİ", + "à¸Ńยูà¹Ī à¸Ĺีà¹Ī", + "ĠاÙĦØ« اÙĨÙĬØ©", + "ĠNh ân", + "Ñħ ваÑĤ", + "ö ne", + "Ġع دة", + "à¹ģ สà¸ĩ", + "ÑĤ оп", + "пÑĥÑģ ка", + "شر اء", + "ĠÐļ ом", + "Ġפע ×ķ׾×Ķ", + "ìĤ¬ ìĿ´", + "ìĤ¬ìĿ´ íĬ¸", + "è¡Į ãģ£ãģ¦", + "Ġ×Ķ ×Ķת", + "ĠÑģÑĤ оÑĢо", + "ĠÑģÑĤоÑĢо нÑĭ", + "در س", + "à¸ĭ ู", + "à¸ķà¹Ī ำ", + "ĠØ£ بÙĬ", + "под об", + "ãģ« ãģ¦", + "ار تÙģاع", + "ĠÙħ ؤ", + "ик ов", + "ge führt", + "มืà¸Ń à¸ĸืà¸Ń", + "ĠÙĦ ÙĤد", + "ĠØ£ÙĨ Ùij", + "سÙĬ طر", + "ãģ¾ãģļ ãģ¯", + "ס ×ĵ", + "Ñģк олÑĮко", + "ãģ¿ãģŁãģĦ ãģª", + "×ĵר ×Ĵ", + "×¢ ×Ļ×ĵ", + "à¹ĥหà¹ī à¸ļริà¸ģาร", + "ĠÐĶ и", + "×ij×¢ ×Ļ×ķת", + "Ġ×Ķ×Ĺ ×ķ", + "пиÑģ ÑĮ", + "ĠاÙĦØ® ÙĦ", + "б ав", + "ĠÄ° lk", + "ĠاÙĦØ® Ùħ", + "ĠاÙĦØ®Ùħ ÙĬس", + "ĠÙĬ ÙĤÙĪÙħ", + "æĻĤ ãģ®", + "ĠsÅĤ ow", + "ĠØ£ ÙĩÙħ", + "Ø®ÙĦ ÙĤ", + "ĠØ£ صبØŃ", + "Ġchứ a", + "Ġth ác", + "Ùģ اÙĦ", + "Ġch á»Ŀ", + "ĠاÙĦØ® ار", + "ĠاÙĦخار ج", + "ĠاÙĦخارج ÙĬØ©", + "Ø· ائر", + "Ġt Ãł", + "ĠtÃł u", + "à¸ģล à¹īà¸Ńà¸ĩ", + "ĠاÙĦÙħر Ø£", + "ĠاÙĦÙħرأ Ø©", + "åħ¨ ãģı", + "ĠÃĸ n", + "çļĦ ãģ«ãģ¯", + "Ġpiè ce", + "×Ĵ ×Ļ×ij", + "ĠاÙĦ ÙĪاÙĤع", + "ä»Ĭ ãģ®", + "ĠاÙĦÙħ ÙĤ", + "cz nÄħ", + "Ùģع اÙĦ", + "ен ного", + "ĠÑĦак ÑĤ", + "ìĭł ì²Ń", + "ĠÐŀ ни", + "ĠاÙĦبÙĦ اد", + "ов иÑĩ", + "ëı Į", + "ÑĦ ÑĥнкÑĨи", + "Ġìĸ´ ëĬIJ", + "ãĥķãĤ© ãĥ¼", + "d ÃŃ", + "ил оÑģÑĮ", + "Ùħ Ùī", + "ĠاÙĦØ£ÙħرÙĬ Ùĥ", + "ĠاÙĦØ£ÙħرÙĬÙĥ ÙĬØ©", + "×ĺ ×Ļפ×ķ׾", + "íĶĦ ë¡ľê·¸", + "íĶĦë¡ľê·¸ ëŀ¨", + "Ġש ×ķ׳×ķת", + "Ø´ ÙħÙĦ", + "ĠпаÑĢ а", + "Ġ×Ķ×Ĺ ×ķק", + "ÙĪز ارة", + "ãģ¨ ãģĻãĤĭ", + "Ġqu ảng", + "ĠaÄŁ ır", + "ĠاÙĦÙĦ ج", + "ĠاÙĦÙĦج ÙĨØ©", + "ê¸ ´", + "ĠT ân", + "ج ÙħÙĦ", + "д ол", + "à¹ģà¸ŀ à¸Ĺย", + "à¹ģà¸ŀà¸Ĺย à¹Į", + "Ġר×IJ ש×Ļ", + "Ñī ей", + "Ġçev re", + "Ġкомп лекÑģ", + "Ġ×ij ×ŀש×ļ", + "Ġalt ın", + "ĠØ£ عÙħاÙĦ", + "ĠÑģво его", + "ãĤĪ ãģĦ", + "×Ĺ׾ ×Ļ×ĺ", + "×ŀ׳ ×¢", + "Ġר ×ij×Ķ", + "ĠØ£ÙĬضا Ùĭ", + "×ĸ ׾", + "ĠاÙĦسÙĬ اسÙĬ", + "æĢĿ ãģĨ", + "קר ק", + "קרק ×¢", + "ĠاÙĦÙģ رÙĬÙĤ", + "б иÑĤ", + "ק ׳×Ķ", + "ĠØ¥ ÙĨÙĩ", + "ĠÐĴ ам", + "Ðł Ðŀ", + "ãĥĪ ãĥª", + "å¿ħè¦ģ ãģª", + "Ġch âu", + "ç¶ļ ãģij", + "Ġçöz üm", + "gÅĤ ow", + "ع ÙĤÙĦ", + "売 ãĤĭ", + "i ết", + "à¸Ĭิ à¹īà¸Ļ", + "ĠØŃÙĤ ÙĪÙĤ", + "Ø·ÙĦ ع", + "ĠÄij en", + "ĠÙĥ اÙģØ©", + "ãģ® ãģĶ", + "Ġë ¬", + "Ġë¬ ¼", + "Ġ물 ë¡ł", + "Ġرس ÙĪÙĦ", + "з ам", + "зам ен", + "Ġkullan ıcı", + "×¢ ×ķ׾", + "èī² ãĢħ", + "ÑĪи ÑĢ", + "Ġ׊ש", + "Ġwy gl", + "Ġwygl Äħda", + "ש ×Ļ×ŀ×ķש", + "å¿ĺ ãĤĮ", + "×¢ ×Ļצ×ķ×ij", + "ĠاÙĦس ÙĪرÙĬ", + "å°ij ãģªãģĦ", + "Ġпо иÑģк", + "สำ à¸Ļัà¸ģà¸ĩาà¸Ļ", + "Ġ×ŀצ ×ĵ", + "Ġmü ÅŁ", + "ĠmÃ¼ÅŁ ter", + "ĠmÃ¼ÅŁter i", + "ĠÙħÙĨ ÙĩÙħ", + "à¸ķำ à¹ģ", + "à¸ķำà¹ģ หà¸Ļ", + "à¸ķำà¹ģหà¸Ļ à¹Īà¸ĩ", + "ÅĽ mie", + "Ġש ×ł×ª", + "Ġ×Ķ פ×Ļ", + "פר ש", + "×¢×ijר ×Ļת", + "สà¸Ļ ัà¸ļ", + "สà¸Ļัà¸ļ สà¸Ļุ", + "สà¸Ļัà¸ļสà¸Ļุ à¸Ļ", + "è¨Ģ ãģ£ãģ¦", + "à¸ģาร à¸Īัà¸Ķ", + "ĠMo że", + "из аÑĨии", + "ứ t", + "ĠÙĪب عد", + "ĠdeÄŁ ild", + "ĠdeÄŁild ir", + "Ġת ×ŀ", + "Ġ×ŀ×ŀ ׳×ķ", + "話 ãĤĴ", + "ĠÑĨ ена", + "Ġth úc", + "×Ļ×ŀ ×ķף", + "ĠB áo", + "ãĤĴ åıĸãĤĬ", + "å®ī ãģĦ", + "Ġ×¢×ķש ×Ļ×Ŀ", + "èĩªåĪĨ ãģĮ", + "l ée", + "ãĤĭ ãģ®ãģ§", + "иÑĢÑĥ еÑĤ", + "ãģ¦ ãĤĭ", + "ست ر", + "ĠاÙĦØŃ ÙĬ", + "×Ļ׾ ×ķת", + "Ġ×Ĺ ×ij", + "ÙĤر Ø£", + "تÙħ ÙĥÙĨ", + "س ائÙĦ", + "prü f", + "ãģĭ ãģijãģ¦", + "ĠÑģоб ÑģÑĤвенно", + "ĠìľĦ íķĺìŬ", + "׾ ×Ļ×ĺ", + "ãģĮ å¤ļãģı", + "ÙĬت Ùĩا", + "ç«ĭ ãģ¦", + "ม à¸Ńà¸ļ", + "ìĭľ ìŀ¥", + "оÑĢ а", + "Ġs avaÅŁ", + "×ĺ×Ļ×ij ×Ļ", + "×ij ׳×ķ", + "Ùħا ذا", + "기 ê°Ħ", + "ãģªãģ© ãģ§", + "Ġ×ŀ ת×Ĺ×Ļ׾", + "Ġnhi á»ħ", + "Ġnhiá»ħ m", + "ка ÑĢ", + "каÑĢ ÑĤ", + "Ġ׾×Ķ שת×ŀש", + "׳ ×Ļ×Ĺ", + "اد ÙĬØ©", + "ราย à¸ĩาà¸Ļ", + "Ġprzy kÅĤad", + "Ñī ий", + "ØŃض ÙĪر", + "Ġh ôn", + "à Ŀ", + "ת ×ķצ×IJ×ķת", + "راب Ø·", + "Ġb ếp", + "ĠполÑĥÑĩ и", + "åĩºä¼ļãģĦ ç³»", + "à¸Ľà¸¥ à¹Īà¸Ńย", + "ĠاÙĦØ´ باب", + "اÙĩ ÙĦ", + "ä»Ĭ ãģ¾ãģ§", + "رج ع", + "ãĤ¶ ãĥ¼", + "ÙĤ Ùģ", + "ĠGro ÃŁ", + "ĠíļĮ ìĽIJ", + "اج ر", + "Ġ×ij×ŀ קר×Ķ", + "Ġseg urança", + "fü hl", + "ãģ¦ ãģĦãģı", + "หม à¸Ń", + "ĠкоÑĤоÑĢ ом", + "ĠN Äĥm", + "ĠdÅĤ ugo", + "ÙħÙĨ ØŃ", + "ש×ķ ×ķ×Ļ", + "ĠØ£ÙĬ اÙħ", + "ส à¸łà¸²à¸ŀ", + "r zÄħ", + "شر Ùĥات", + "ãĤĴ èĢĥãģĪ", + "д аÑĢ", + "à¸Ľà¸£à¸° à¸Ĭุม", + "Ġ×ķ×IJ ×ĸ", + "i á»ĩn", + "Ġt Æ°Æ¡i", + "ש ×Ļ×Ĺ", + "à¸Ń à¹Īà¸Ńà¸Ļ", + "æĽ¸ ãģĦãģ¦", + "Ġng ữ", + "×ij×Ļ×ĺ ×Ĺ", + "×ij×Ļ×ĺ×Ĺ ×ķף", + "Ġs ẵ", + "Ġsẵ n", + "ì§Ģ ëıĦ", + "ĠпÑĢ еп", + "ĠпÑĢеп аÑĢаÑĤ", + "Ġна ÑĥÑĩ", + "ĠÃľ nivers", + "ĠÃľnivers ites", + "ĠÃľniversites i", + "Ġ×Ĵ×ĵ ×ķ׾×Ķ", + "Ġ×Ķ ×ł×ª", + "Ġ×Ķ×ł×ª ×ij×¢", + "ãģ§ãģĤ ãģ£ãģŁ", + "Ġmies iÄħ", + "ĠmiesiÄħ c", + "г ÑĢам", + "гÑĢам м", + "Ġبش Ø£ÙĨ", + "ĠÑħ ÑĢ", + "ק ×Ļ×ĵ", + "ק×Ļ×ĵ ×ķ×Ŀ", + "Ø´ Ùĥر", + "Ġ á»ķ", + "Ġá»ķ n", + "ãģĮãģĤ ãģ£ãģ¦", + "ãģķãĤĮ ãģ¾ãģĻ", + "Ġ×Ĺ ×ķ×ĵ", + "Ġ×Ĺ×ķ×ĵ ש×Ļ×Ŀ", + "ÙħÙĪا جÙĩ", + "ÙħÙĪاجÙĩ Ø©", + "أش خاص", + "ب غ", + "à¹Ģรียà¸Ļ รูà¹ī", + "ãģĹãģ¦ ãģĦãģı", + "Ġs ạn", + "å¿ħ ãģļ", + "׳ ×Ļ×Ĵ", + "׳×Ļ×Ĵ ×ķ×ĵ", + "باÙĦ غ", + "׊ש×ŀ", + "×Ĺש×ŀ ׾", + "Ġnap raw", + "Ġnapraw dÄĻ", + "Ø´Ùĩ اد", + "×IJ ×ķ×Ķ", + "×IJ×ķ×Ķ ×ij", + "и ÑĨÑĭ", + "Ġ×Ķ ר׼×ij", + "ëŀ ij", + "Ġת ×¢", + "Ġ×Ķ ×Ļש", + "Ġ×Ķ×Ļש ר×IJ", + "Ġ×Ķ×Ļשר×IJ ׾×Ļ", + "Ø£ ÙħÙĨ", + "ÑİÑī аÑı", + "sk ór", + "LER Ä°", + "Ġ×Ķ×IJ×Ĺר ×ķף", + "×¢ ׳ק", + "ĠÙĪ ÙĥÙĦ", + "ãģĵãģĵ ãģ§", + "Ġqu án", + "liÄŁ in", + "à¸ģà¸İ หมาย", + "Ø· Ùħ", + "Ø£ جÙĩ", + "أجÙĩ زة", + "ĠEr doÄŁan", + "ãģ§ ãģĬ", + "Ġв ÑĢа", + "ĠвÑĢа Ñĩ", + "ĠPh ó", + "à¸Ĭั à¹Īว", + "à¸Ĭัà¹Īว à¹Ĥม", + "à¸Ĭัà¹Īวà¹Ĥม à¸ĩ", + "Ġph úc", + "×Ļפ ×ķת", + "×¢×Ļ ×ķף", + "Ġduż o", + "ãĥģ ãĥ¼ãĥł", + "ĠÙĬ Ùİ", + "Ġзад аÑĩ", + "Ġ×Ĵ×ij×ķ×Ķ ×Ķ", + "Ġ׼ ׼׾", + "лож ен", + "ét at", + "Ġng Äĥn", + "èµ· ãģį", + "ĠTi ến", + "ص عب", + "Ġexperi ência", + "Ø® Ùħ", + "à¸ģาร à¸Ĺำà¸ĩาà¸Ļ", + "س ÙĬد", + "ĠD á»±", + "ĠкоÑĤоÑĢ ого", + "lad ıģı", + "Ġkh á»ķ", + "Ġê³Ħ ìĨį", + "Ñī ик", + "สà¹Īวà¸Ļ à¸ķัว", + "з оÑĢ", + "ÙĨ Ùı", + "Ġ à¸Ķัà¸ĩ", + "Ġà¸Ķัà¸ĩ à¸Ļัà¹īà¸Ļ", + "Ġc ấu", + "ĠÄij á»ijc", + "о ÑĦ", + "ĠاÙĦØ£ عÙħاÙĦ", + "ãģªãģı ãģ¦ãĤĤ", + "×ķ׼ ×Ļ×Ŀ", + "à¹ģ à¸Ľ", + "ĠB ên", + "ãĥ¯ ãĥ³", + "Ġgi ám", + "ĠÅŀ u", + "Ġd áng", + "ع ÙĦÙĬ", + "à¹Ģà¸ģ ษ", + "à¹Ģà¸ģษ à¸ķร", + "ÙĪج ب", + "н нÑĭе", + "ÙĤ ضاء", + "à¸Ħว à¸ļ", + "à¸Ħวà¸ļ à¸Ħุ", + "à¸Ħวà¸ļà¸Ħุ ม", + "ãģ¤ ãģ¤", + "ĠVi á»ĩc", + "×ŀ×ij ×ĺ", + "ש×Ļת ×ķ×£", + "Ġв едÑĮ", + "k aza", + "kaza ÅĤ", + "à¸ķำ รวà¸Ī", + "ãĤ¿ ãĥ«", + "Ġпов Ñĭ", + "ĠповÑĭ ÑĪен", + "ĠS ợ", + "ĠìĦ¤ ëªħ", + "ĠÃĩ ünkü", + "ìĥĿ íĻľ", + "Ö ¾", + "ãĤĮ ãģ¦ãģĦãĤĭ", + "Ġ×ij ר×IJש", + "ר ×ķ×Ĵ", + "Ġо ÑĦи", + "ĠоÑĦи ÑĨиалÑĮн", + "ĠÑĥ ÑģÑĤанов", + "ĠÑĥÑģÑĤанов лен", + "ĠاÙĦÙħ صر", + "ĠاÙĦÙħصر ÙĬØ©", + "ĠÐŁÐ¾ ÑįÑĤомÑĥ", + "ÙĨ صÙģ", + "ĠÙĪاÙĦ ÙĨ", + "Ġh Ãłi", + "à¸Ħ ิ", + "ĠApr ès", + "ì³ IJ", + "à¹Ģà¸ĭ ีย", + "×ĵ ×ŀ×Ķ", + "activ ité", + "à¸Ħิà¸Ķ วà¹Īา", + "ÑĤ ÑĢен", + "à¹Ģ ฮ", + "ãĥı ãĤ¤", + "ãģĮ å¢ĹãģĪ", + "ен наÑı", + "Ġìĺ¤ ëĬĺ", + "ãĥ¢ ãĥ³", + "Ġкон еÑĩно", + "ĠÙħÙĤ ابÙĦ", + "cl é", + "Ġh ü", + "Ġth ẳng", + "ìłģ ìĿ´", + "ĠÐIJ лекÑģ", + "ĠÐIJлекÑģ ан", + "ĠÐIJлекÑģан дÑĢ", + "ãĥŀãĥ³ ãĤ·ãĥ§ãĥ³", + "ãģ²ãģ¨ ãģ¤", + "ãģª ãģĬ", + "à¹Ģà¸Īà¹īา à¸Ĥà¸Ńà¸ĩ", + "ëĵľ 리", + "Ø´ اء", + "ĠsaÄŁ lık", + "ĠÅŁ imdi", + "×Ļ×IJ ׾", + "تأ Ø«ÙĬر", + "Ø£ سب", + "أسب اب", + "ĠвÑĭполн ен", + "л ок", + "ש ×Ļ×ij×Ķ", + "Ġl ắm", + "ĠTr Æ°á»Ľc", + "Ġ×Ķ×¢ ׾", + "리 를", + "ĠÑĢ еж", + "ĠÑĢеж им", + "int é", + "inté gr", + "×Ĵ ׳×Ļ", + "ĠاÙĦØ´ عر", + "Ġmil hões", + "Ġpeque ño", + "ãĤ³ ãĥ¼ãĤ¹", + "×ķ׼ ×Ĺ", + "à¹Ģà¸Ĭ à¹īา", + "شر ÙĤ", + "Ġh Æ°Æ¡ng", + "รัà¸IJ à¸ļาล", + "à¸ģล าย", + "à¸ģลาย à¹Ģà¸Ľà¹ĩà¸Ļ", + "Ġпод Ñħод", + "תש ×ķ×ij×Ķ", + "ãģıãģª ãģ£ãģ¦", + "ĠاÙĦØ£Ùħ Ùħ", + "ĠH á»įc", + "ĠwspóÅĤ pr", + "ĠwspóÅĤpr ac", + "Ñĩ Ñĥв", + "ÑĩÑĥв ÑģÑĤв", + "ÃŃst ico", + "à¹Ģà¸ģ าะ", + "ìĽ Ģ", + "Ġназ ад", + "ãĤĭ ãĤĪãģĨãģ«", + "ĠС Ш", + "ĠСШ ÐIJ", + "м он", + "ĠAs ÃŃ", + "×ķר ×Ĵ", + "полн ен", + "×ŀס ׾", + "×ŀ×¡×ľ ×ķ׾", + "à¹Ģลืà¸Ń à¸Ķ", + "à¹Ģริà¹Īม à¸ķà¹īà¸Ļ", + "ĠاÙĦØ¥ Ùħ", + "ĠاÙĦØ¥Ùħ ارات", + "צ×Ķ ר", + "ãĥ¡ãĥª ãĥĥãĥĪ", + "ĠпоÑĤ ом", + "в из", + "ĠÙģ ترة", + "å¾Į ãģ®", + "ÐĿ ÐIJ", + "×ŀס ר", + "ÙĬر ÙĬ", + "pr é", + "Ġte ÅŁek", + "ĠteÅŁek kür", + "Ġöd eme", + "د اÙĨ", + "ãģ¾ ãģĹãģ¦", + "缮 ãģ«", + "ĠÑĤ еÑĩение", + "l ard", + "lard ır", + "à¹Ģรา à¸Īะ", + "ס פ×Ļ", + "ĠÙĪÙĥ Ø°ÙĦÙĥ", + "Ġh át", + "Ġt á»Ļc", + "à¸Ħุ ย", + "Ġb ức", + "ØŃ ÙĬÙĨ", + "èģŀ ãģĦãģ¦", + "Ùħؤ شر", + "ĠNh Æ°", + "Ġмен ее", + "ละ à¸Ħร", + "Ñģ ин", + "ĠÑĢ ек", + "ĠÑĢек л", + "ĠÑĢекл ам", + "ĠÙģ ÙĩÙĪ", + "Ġ׾ ×ĸ", + "×Ļ׳ ×ķת", + "ĠÅŁ art", + "ÑģÑĤав ка", + "Ġíı¬ íķ¨", + "ãģ«è¡Į ãģı", + "ï¼ Ŀ", + "ĠпозволÑı еÑĤ", + "Ġת×ķ׼ ׾×ķ", + "ов ал", + "صÙĦ Ø©", + "Ġ׾ש ׳×ķת", + "ĠÐĺ гÑĢ", + "ÙħÙĨتج ات", + "Ġsat Ä±ÅŁ", + "Ñģ ко", + "ĠاÙĦØ«ÙĦاث اء", + "Ġ×Ķ×ĵ×ijר ×Ļ×Ŀ", + "ãģĹãģ¾ ãģĹãĤĩãģĨ", + "بÙĤ Ùī", + "åĬĽ ãĤĴ", + "ĠÃĩ ok", + "ãĥģ ãĥ¥", + "à¹Ģà¸Ĭ ืà¹īà¸Ń", + "ยุ à¸Ħ", + "ศา ล", + "Ġק×ķ×ĵ ×Ŀ", + "×ĸר ×Ļ×Ŀ", + "ãģ® åł´åIJĪ", + "ĠìķĬ ìķĺ", + "ãģĤãĤĬãģ¾ãģĻ ãģĮ", + "×IJ שר", + "è¡Į ãģı", + "ãģ» ãģĭ", + "æ°Ĺ ãģ«ãģªãĤĭ", + "й деÑĤ", + "íķĺìĺĢ ëĭ¤", + "ستÙħر ار", + "ĠÐŁÑĢ е", + "ĠÑģ боÑĢ", + "ĠìķĦ 무", + "ç§ģ ãĤĤ", + "ع ص", + "Ġн иÑĩ", + "ĠниÑĩ его", + "ĠпÑĢи ем", + "ק ×ķ×ŀ", + "ĠìĪĺ ëıĦ", + "Ġì ¡´", + "Ġì¡´ ìŀ¬", + "ĠØ£ Ø«ÙĨ", + "ĠأثÙĨ اء", + "ĠÙĪاÙĦ ØŃ", + "ãģĮ ãģ§ãģįãĤĭ", + "Ġת ×Ķ", + "Ġת×Ķ ×Ļ×Ķ", + "ר ף", + "ĠÑģвÑıз и", + "×Ĵ שת", + "Ñģп екÑĤ", + "ס ×ij×Ļ×ij", + "ס×ij×Ļ×ij ×Ķ", + "ĠíķĦìļĶ íķľ", + "ت خصص", + "Ġж ив", + "Ġжив оÑĤ", + "ĠMay ıs", + "تع ا", + "تعا ÙĪÙĨ", + "ĠعÙĨ Ùĩا", + "ów ki", + "ĠاÙĦÙģÙĦسطÙĬÙĨ ÙĬ", + "ãģłãģijãģ§ ãģªãģı", + "ìĿ¸ ì§Ģ", + "ĠاÙĦس ÙĪد", + "ĠاÙĦسÙĪد اÙĨ", + "إجراء ات", + "Ġkö tü", + "Ġ×Ļ תר", + "×Ĵ ×Ļש×Ķ", + "Ġצ ×ķר×ļ", + "รà¸ĸ ย", + "รà¸ĸย à¸Ļà¸ķà¹Į", + "Ñħ оÑĤ", + "Ðł ÐIJ", + "ÙĪ Ø·ÙĨ", + "Ġsay ısı", + "ס ×Ĺר", + "Ùħ ÙĪÙĦ", + "ãĤĴæĮģ ãģ£ãģ¦", + "ع اÙĨ", + "Ġt á»Ļi", + "ĠвÑĭ ÑĪе", + "Ġt ầm", + "ãĥĪ ãĥ¬", + "×Ļצ ×ķ", + "ม ุม", + "س ÙĪد", + "ìłĦ ìŀIJ", + "ãĤµ ãĥŃãĥ³", + "ìĤ° ìĹħ", + "ĠоÑģнов ан", + "Ø® Ùģض", + "רצ ×Ķ", + "بÙĬ ض", + "×ķÖ ¹", + "ס×Ļ ×Ļ×¢", + "Ġש ×IJ×Ļ", + "ĠاÙĦÙĤر Ø¢ÙĨ", + "ĠТак же", + "×ŀש ×ŀ×¢×ķת", + "س ÙĩÙĦ", + "Ġ×Ķ ׳×Ķ", + "ãĤĴ ãģĹãģ¦ãģĦãĤĭ", + "×Ļ ×Ļס", + "×Ķ ×ķ×IJ", + "ĠB ÃŃ", + "Ġмал о", + "ĠëĶ°ëĿ¼ ìĦľ", + "Ġר ×Ĺ×ij", + "ãģĮ é«ĺãģĦ", + "ÙĪ اس", + "ìĤ ¼", + "׳ ×¢", + "ãģ£ ãģ¡ãĤĥ", + "ĠT üm", + "à¸Ńีà¸ģ à¸Ķà¹īวย", + "ãģĹãģ¦ ãģıãģłãģķãģĦ", + "ÙĨØ´ اط", + "ãĥĹ ãĥ©ãĥ³", + "али ÑģÑĮ", + "×ĵ ×ľ×ª", + "Ġwc zeÅĽ", + "ĠwczeÅĽ niej", + "ĠÑįÑĤ им", + "Ġthá»ĭ t", + "à¸ļ ัà¸į", + "à¸ļัà¸į à¸Ĭี", + "ãģļ ãģ£ãģ¨", + "ÑĢ ин", + "Ġswo jÄħ", + "íķĺëĬĶ ëį°", + "Ġë§Įëĵ¤ ìĸ´", + "تش Ùĥ", + "تشÙĥ ÙĬÙĦ", + "ائ Ùĩ", + "Ġ׾פ ×Ĺ×ķת", + "ãĥĭ ãĥ¥", + "ãĥĭãĥ¥ ãĥ¼ãĤ¹", + "׼×IJ ף", + "ãģ§ãģį ãģŁ", + "зв он", + "Ġsta ÅĤ", + "×Ĺ×ijר ת×Ļ", + "ĠØ£ عÙĦÙĨ", + "à¹ģà¸ļà¸ļ à¸Ļีà¹ī", + "بد Ø¡", + "ãĤģ ãģŁ", + "Ġ×ŀש ×ŀ×¢×ķת", + "Ġ×ŀש×ŀ×¢×ķת ×Ļ", + "ör ü", + "Ġh ạnh", + "z ähl", + "ĠL ý", + "Ġ×ij ×Ķת", + "Ġ×ij×Ķת ×IJ×Ŀ", + "б аÑĢ", + "ì¦ Ī", + "ä»ĬåĽŀ ãģ®", + "Ġy ü", + "Ġyü ks", + "Ġyüks el", + "ãĤ½ ãĥ¼", + "ãģĤ ãĤĮ", + "ת ׾×ŀ×Ļ×ĵ", + "ãģ¤ ãģª", + "×ij ׳×Ļ×Ŀ", + "Ġx ếp", + "ĠмÑĥж Ñĩин", + "ĠاÙĦÙĥ تاب", + "׼ ×ŀ×ķת", + "Ġç e", + "Ġçe ÅŁ", + "ĠçeÅŁ it", + "ĠçeÅŁit li", + "×ĵ ×Ļר×ķת", + "à¸ļุ à¸į", + "ĠاÙĦØ¥ ÙĦÙĥ", + "ĠاÙĦØ¥ÙĦÙĥ ترÙĪ", + "ĠاÙĦØ¥ÙĦÙĥترÙĪ ÙĨÙĬ", + "ĠباÙĦØ¥ ض", + "ĠباÙĦإض اÙģØ©", + "Ġyö nel", + "Ġyönel ik", + "mys ÅĤ", + "à¸Ķà¹īวย à¸ģาร", + "à¸ģาร à¸Ĺำ", + "ов Ñĭм", + "Ø£ زÙħØ©", + "æİ¢ ãģĹ", + "íļ ¨", + "Ġ×ķ×IJ ×Ŀ", + "Ġnghi êm", + "ÑĪ ин", + "ка л", + "Ġcrian ças", + "èĩªåĪĨ ãģ§", + "Ġн ай", + "Ġнай ÑĤи", + "ĠS á»ij", + "ĠÃ¶ÄŁrenc iler", + "ãĥ¶ æľĪ", + "Ñģ ан", + "ĠJ á", + "ĠkonuÅŁ ma", + "شر Ø·", + "ëĪ Ī", + "ar rière", + "ضر ÙĪرة", + "ãĥĶ ãĥ³", + "×¢ שר", + "аÑĢ ÑĮ", + "جÙħ اع", + "Ġdé co", + "Ġ×Ļ×Ķ ×ķ×ĵ×Ļ", + "à¸ŀ ลาà¸Ķ", + "ĠÙĬ ÙĥÙĨ", + "Ġج اÙħعة", + "Ø· بÙĤ", + "Ġbo ÅŁ", + "×ķ ×ķ×IJ", + "×ŀ×ĵ ×¢", + "ק×ij×ķצ ת", + "פ ×Ļר", + "jÄħc ym", + "ÙħØ´ ا", + "Ùħشا ÙĥÙĦ", + "צ פ×ķף", + "Ø¥ ست", + "×ŀ׼ ר", + "سÙħ ع", + "Ġкак ой", + "ÑĤ воÑĢ", + "ØŃ Ø¬", + "Ùģر ض", + "пÑĢав лен", + "Ġник ак", + "Ġmi á»ĩ", + "Ġmiá»ĩ ng", + "ü ÃŁ", + "иÑĢов ал", + "׾ ×ŀ×ķת", + "次 ãģ®", + "ÙĦ Ø·", + "à¸ķ ัà¸Ļ", + "×Ķ ת×Ĺ×Ļ׾", + "Ġfoto ÄŁ", + "ĠfotoÄŁ raf", + "طر ØŃ", + "à¸Ńà¸Ńà¸ģ à¹Ħà¸Ľ", + "Ġy ên", + "Ġп ок", + "Ġпок Ñĥп", + "ĠпокÑĥп а", + "ÑĨ Ñĥ", + "Ġкомп ÑĮÑİ", + "ĠкомпÑĮÑİ ÑĤеÑĢ", + "ĠاÙĦÙĥ رÙĬÙħ", + "تص Ùħ", + "تصÙħ ÙĬÙħ", + "Ġоказ а", + "Ġzar ówn", + "Ġzarówn o", + "ëĮĢ ì¶ľ", + "ãĤ»ãĥ³ ãĤ¿ãĥ¼", + "Ġjako ÅĽci", + "æĤ ©", + "æĤ© ãģ¿", + "Ø£ÙĨ ÙĪ", + "Ø£ÙĨÙĪ اع", + "ë¹ ł", + "Ġìłķ ë§IJ", + "Ġk ẻ", + "ĠÑģай ÑĤа", + "Ġ×Ķ ער×ij", + "Ùĩ ز", + "pres ión", + "ĠÑģÑĤ ен", + "ãģ£ãģ¦ ãĤĭ", + "Ġhız lı", + "Ðļ ÐIJ", + "×ŀשפ ×Ĺת", + "ĠÙĨ Ùĩا", + "ĠÙĨÙĩا ÙĬØ©", + "ãģ¾ ãģĦ", + "о ÑħÑĢан", + "ร à¹īà¸Ńย", + "ล ึà¸ģ", + "ĠÙĪب اÙĦ", + "ãĤĤãģ® ãģĮ", + "ר׼ ×Ļ×ij", + "ãĤ¤ ãĥ¤", + "س ؤ", + "سؤ اÙĦ", + "ĠÙĦØ£ÙĨ Ùĩ", + "ĠkonuÅŁ tu", + "Ðļ ÑĥпиÑĤÑĮ", + "Ġש×IJת ×Ķ", + "ĠÙĪاÙĦ س", + "Ġmożliwo ÅĽci", + "Ġpró b", + "ëĶ °", + "ãģ© ãĤĮ", + "ĠÐľ ин", + "ĠоÑĢганиз м", + "ãģ«å¯¾ ãģĻãĤĭ", + "ĠPr é", + "Ġpriv é", + "ch è", + "ãģĦãģŁãģł ãģį", + "สà¸Ļุ à¸ģ", + "ajÄħ ce", + "ĠD zi", + "ĠDzi ÄĻki", + "ÅĤat w", + "r än", + "rän k", + "æĿ¥ ãģŁ", + "Ġ×Ķ×Ļ×Ķ ×ķ×ĵ×Ļ", + "ãĤ¬ ãĥ¼", + "ĠÑĢаР´", + "ĠÑĢад и", + "к ÑĤив", + "Ø£ Ùĩد", + "Ø£Ùĩد اÙģ", + "ש ×IJ×Ļר", + "ãģ¦ ãģĦãģªãģĦ", + "Ġfr üh", + "Ġок ол", + "Ġокол о", + "Ġreg ião", + "ĠÑĩиÑģ ле", + "Ġpon iew", + "Ġponiew aż", + "ìĦ¼ íĦ°", + "Ġb ầu", + "Ġê ·", + "Ġê· ľ", + "Ġê·ľ ìłķ", + "ĠH òa", + "ĠÑĤ оÑĤ", + "ãĤĤ å¤ļãģĦ", + "ĠاÙĦإسÙĦاÙħ ÙĬØ©", + "ãģĭ ãģĦ", + "Ñį н", + "ĠÑĥказ ан", + "ĠÑĤак ое", + "ï¼ ³", + "ëĮĢ íķĻ", + "Ġgen iÅŁ", + "ĠاÙĦØ® ÙĬ", + "ĠاÙĦØ®ÙĬ ارات", + "ãĤĴè¡Į ãģĨ", + "ש ×ŀ×Ķ", + "ĠLÃł m", + "ÙĪÙĨ ÙĬ", + "Ġ×IJ ׾×Ļ×ķ", + "Ä ĺ", + "à¹Ħมà¹Ī สามารà¸ĸ", + "人 ãģ¨", + "بر ز", + "×Ļס ×ķ×ĵ", + "×Ĵ ׾×Ļ", + "ĠÙĬ ÙĨا", + "ĠÙĬÙĨا ÙĬر", + "ĠкаÑĢÑĤ ин", + "Ġt ôn", + "à¹Ģ à¸ģร", + "à¸Ħ à¸Ķี", + "Ġ׾×IJ ×ķר×ļ", + "ãĤĤãĤī ãģĨ", + "ãģĭ ãģĭãĤĭ", + "ани и", + "Ġara ÅŁtırma", + "ÙĦاØŃ Ø¸", + "ãģĦ ãĤĦ", + "ĠT Ãłi", + "Ġ à¸Ļà¸Ńà¸ģà¸Īาà¸ģ", + "Ġà¸Ļà¸Ńà¸ģà¸Īาà¸ģ à¸Ļีà¹ī", + "ĠÄIJ ảng", + "ãģ£ãģ¦ ãģįãģŁ", + "Ġà¸ĭึà¹Īà¸ĩ à¹Ģà¸Ľà¹ĩà¸Ļ", + "Ġt ả", + "Ġmożliwo ÅĽÄĩ", + "ĠS ản", + "ĠÄ° ki", + "Ġc ắt", + "س Ø£ÙĦ", + "Ġbak ım", + "Ø´ ب", + "à¸ķ ีà¹ī", + "à¸ŀ ยาย", + "à¸ŀยาย าม", + "สั à¸Ľ", + "à¸ªà¸±à¸Ľ à¸Ķา", + "à¸ªà¸±à¸Ľà¸Ķา หà¹Į", + "ë° Ģ", + "еÑĢ Ñĭ", + "Ġc ánh", + "Ġthu ế", + "ت بع", + "ãģ«åħ¥ ãĤĮ", + "Ñİ ÑģÑĮ", + "íļĮ ìĿĺ", + "ç°¡ åį", + "ç°¡åį ĺ", + "ç°¡åįĺ ãģ«", + "Ġtr úc", + "ĠاÙĦÙĥ ÙĪÙĬ", + "ĠاÙĦÙĥÙĪÙĬ ت", + "ãĤıãģij ãģ§ãģĻ", + "ĠÑģв об", + "ĠÑģвоб од", + "ĠÑĥÑĩаÑģÑĤ ник", + "สิ à¹īà¸Ļ", + "ĠпÑĢо ÑĦеÑģÑģиона", + "ĠпÑĢоÑĦеÑģÑģиона лÑĮн", + "Ñģп оÑĢ", + "×Ĺ ×ķ×ij×Ķ", + "Ùħع ÙĨÙī", + "ĠاÙĦÙģ ترة", + "สูà¸ĩ สุà¸Ķ", + "ãĤı ãģļ", + "ĠÄij è", + "ĠÄijè n", + "æ¯Ķ ãģ¹", + "า à¸ĺิ", + "Ġmoż emy", + "à¹ģ à¸ĭ", + "à¸Īะ à¹Ħมà¹Ī", + "Ġs ắp", + "Ðļ Ðŀ", + "Ġprá ctica", + "ÙĪÙĥ اÙĦØ©", + "è¾¼ ãĤĵãģ§", + "ológ ica", + "Ġе Ñī", + "ĠеÑī Ñij", + "تع دÙĬÙĦ", + "ĠØ£ Ùĥد", + "Ġצר ×Ļ׼", + "Ġצר×Ļ׼ ×Ļ×Ŀ", + "Ø« Ùħ", + "Ġк ÑĢÑĥ", + "ĠкÑĢÑĥ п", + "×ij×Ļק ×ķרת", + "Ġì¡° ê¸Ī", + "ãģ¨ãģį ãģ¯", + "Ġb ạc", + "ĠÑĢаÑģ пол", + "ĠÑĢаÑģпол ож", + "ĠÑĢаÑģполож ен", + "ز ÙĬÙĨ", + "ĠÐļ ÑĢоме", + "ĠاÙĦÙĨ ظر", + "×Ķ ×ķ×ĵ", + "ĠاÙĦس بت", + "ãģ¨æĢĿ ãģĦ", + "Ġpa ÅĦst", + "ĠpaÅĦst w", + "ĠÙĦÙĬ ست", + "ĠбÑĥд Ñĥ", + "à¸Ĺัà¸Ļ à¸Ĺี", + "ร าม", + "ØŃ ØµÙĪÙĦ", + "ãģĹãģ¦ãģıãĤĮ ãĤĭ", + "ĠاÙĦØ¥ سرائÙĬÙĦ", + "ĠاÙĦإسرائÙĬÙĦ ÙĬ", + "ãģĵãĤĮ ãģ¾ãģ§", + "ìĤ¬ 를", + "Ġs ürü", + "à¹Ģว à¸Ńรà¹Į", + "à¹Ģà¸ĭ à¸Ńรà¹Į", + "Ġutilis é", + "ĠÑģиÑģÑĤем а", + "Ġdw ó", + "Ġdwó ch", + "Ġpróp rio", + "Ġëĵ± ìĿĦ", + "arr êt", + "ĠЧ а", + "×IJ×ŀ ׳×ķת", + "عار ض", + "à¹Ģà¸ģม สà¹Į", + "Ġ׾×Ķ ×ij×Ļף", + "Ġ׾ ×ij×Ĺ", + "Ġ׾×ij×Ĺ ×ķר", + "สา à¸Ĥา", + "ĠÐľÐ¾Ñģк ве", + "ب عد", + "ĠاÙĦÙĤر ار", + "ĠÄIJ á»ĭa", + "Ġ×Ĺ ×Ĵ", + "Ùģ تر", + "ÙĪÙĨ Ø©", + "Ġ×Ķ×ĸ ×IJת", + "å¸Ĥ ãģ®", + "ãģ» ãģĹãģĦ", + "Ġ×ij×¢ ×Ļר", + "ĠÑĤеп еÑĢÑĮ", + "ìĬµ ëĭĪê¹Į", + "à¹Ħม à¹Īว", + "à¹Ħมà¹Īว à¹Īา", + "à¹Ħมà¹Īวà¹Īา à¸Īะ", + "×ŀ ×IJ×Ķ", + "æĥħ åł±", + "æĥħåł± ãĤĴ", + "غ ÙĨ", + "Ġпо Ñı", + "ĠпоÑı ви", + "éģİ ãģĶ", + "تش غ", + "تشغ ÙĬÙĦ", + "в ел", + "Ġ×Ĺ ×ŀ", + "ãģ¨ãģªãĤĬ ãģ¾ãģĻ", + "Ġra ÄŁ", + "ĠraÄŁ men", + "ãģĭ ãģ©ãģĨ", + "ãģĭãģ©ãģĨ ãģĭ", + "ен ко", + "ì§Ģ ê³ł", + "Ġ×IJ׾ ×Ļ×Ķ", + "ĠØ£ ÙĦ", + "à¸Īำ หà¸Ļ", + "à¸Īำหà¸Ļ à¹Īาย", + "nız ı", + "Ġ׾ק ×Ĺת", + "Ø£ ÙĩÙħ", + "Ø£ÙĩÙħ ÙĬØ©", + "ت غÙĬر", + "ש ×Ĺר", + "ס×ķפ ר", + "×ĵ ×Ļר", + "èī¯ ãģĭãģ£ãģŁ", + "×ŀ׾×Ĺ ×ŀ×Ķ", + "ÑģÑĤв ие", + "ÑĤ ÑĢаÑĤ", + "ĠاÙĦØ£ Ø®", + "ĠاÙĦأخ ÙĬرة", + "ĠاÙĦØŃ ØµÙĪÙĦ", + "Ġcréd ito", + "צ ×Ļ×¢", + "ãĥ¬ ãĥĻãĥ«", + "بر ÙĬ", + "ëIJ IJ", + "ãģł ãģ£ãģ¦", + "Ġreal tÃł", + "س Ùģر", + "×ķ׳ ×ķ", + "×Ĵ ×ķ×ĵ", + "×Ĵ×ķ×ĵ ׾", + "ฮ า", + "ãģĹãģ¦ ãģĬãĤĬãģ¾ãģĻ", + "Ġg Ãł", + "Ġ׾×ij צע", + "å¼ķ è¶ĬãģĹ", + "Ġ×ŀ ×Ļ׾×Ļ", + "Ġ×ŀ×Ļ׾×Ļ ×ķף", + "Ùħ در", + "Ùħدر سة", + "פ ×ķ×ĺ", + "à¸Ļà¹īำ มัà¸Ļ", + "ëģ Ŀ", + "ع Ùĥس", + "ĠÙĤ ض", + "ĠÑĢÑĭ б", + "خط Ø·", + "×ŀ×ķס ×ĵ", + "Ġ׼׾ ׾×Ļ", + "ĠкоÑĤоÑĢ ое", + "צ×Ļ ×ķף", + "ĠмеÑģÑĤ а", + "ãģĭ ãģ¤", + "г ÑĢÑĥпп", + "׾ ×Ļ׾", + "ת ×ķ×IJר", + "ë³µ ì§Ģ", + "à¹ģà¸ľ à¹Īà¸Ļ", + "Ġ×ij×¢ ת", + "æĻĤéĸĵ ãĤĴ", + "ï¼ £", + "ãģ¨ãģĦãģĨãģĵãģ¨ ãģ§", + "Ġ׾×Ķ ק", + "Ġ׾ ×ĸ×Ķ", + "ĠìłĢ ëĬĶ", + "ĠاÙĦØ¥ رÙĩاب", + "ĠìŀĪëĬĶ ëį°", + "ĠÑĤ огда", + "Ġ×Ķ צ×Ļ", + "×ķ׾ ×ĺ", + "Ġר פ×ķ×IJ×Ļ", + "ãģĵãģ¨ ãģ§ãģĻ", + "ĠÄij ÃŃch", + "ØŃ ÙĬا", + "Ġ×Ķ×ŀש ×Ĺק", + "ãģľ ãģ²", + "Ġ×ŀ×IJ פשר", + "ãģ¿ ãģ¾ãģĹãģŁ", + "ĠاÙĦØ£ÙħÙĬر ÙĥÙĬ", + "Ùħج تÙħع", + "Ġس اب", + "Ġساب ÙĤ", + "׼ ×Ļ׾", + "Ạ¾", + "ãĥª ãĤ¹ãĥĪ", + "Ġì ĥ", + "Ġìĥ Ī", + "ĠìĥĪ ë¡ľ", + "ĠìĥĪë¡ľ ìļ´", + "ĠD á»ĭch", + "à¹Ģหมาะ สม", + "ĠاÙĦÙĨ بÙĬ", + "׾ ׾", + "ÙĨ ع", + "Ðĵ лав", + "Ðĵлав наÑı", + "Ùħر ض", + "Ġ×ķ ×ĵ", + "ت ÙĤÙĬ", + "تÙĤÙĬ ÙĬÙħ", + "Ġb ảng", + "ĠÙģ ÙĤاÙĦ", + "×¢ ×ŀ×Ļ", + "д ÑĢа", + "Ġsu á»ijt", + "سر عة", + "Ġc á»Ń", + "Ġ×Ķ ×Ļ×Ĺ×Ļ×ĵ", + "سع ÙĬد", + "à¸Ńา à¸Ĭีà¸ŀ", + "Ġس ÙĪاء", + "ãĤ½ ãĥķãĥĪ", + "Ġл иÑĩно", + "ĠÐļ оÑĢ", + "اÙĩ تÙħ", + "اÙĩتÙħ اÙħ", + "à¸Ń à¸Ķี", + "à¸Ńà¸Ķี à¸ķ", + "ãģIJ ãĤīãģĦ", + "Ġiht iya", + "Ġihtiya ç", + "ãģ¾ãģ§ ãģ®", + "ìĭľ ìĬ¤", + "ìĭľìĬ¤ íħľ", + "ÑĢÑĥ ÑĪ", + "ãĤĦ ãģ£ãģ±", + "ãĤĦãģ£ãģ± ãĤĬ", + "к еÑĢ", + "Ġ ży", + "Ġży w", + "кл он", + "Ġl ượt", + "à ¾", + "да Ñĩи", + "tür k", + "غ ÙĪ", + "ĠигÑĢ ок", + "Ġph ê", + "Ġש ×¢×ľ", + "ĠاÙĦÙħ دÙĨÙĬ", + "ĠìŬ룬 ë¶Ħ", + "ער ×Ļ×Ŀ", + "Ñħод ÑıÑĤ", + "Ġx ứ", + "ÐĹ Ð°", + "ĠÙģ رص", + "à¸Īะ à¸Ĺำà¹ĥหà¹ī", + "íģ ´", + "×¢ ×ij×ķר", + "à¹Ģหลà¹Īา à¸Ļีà¹ī", + "èĢĥãģĪ ãĤĭ", + "ÑĢ еÑģÑĤ", + "н нÑĭй", + "Ġc ầm", + "دا Ø®ÙĦ", + "ĠÙħÙĦÙĬ ار", + "ĠÐIJ л", + "ĠвÑĢем ен", + "à¸Ĭà¹Īวย à¹ĥหà¹ī", + "ר×Ļ ×ķת", + "ëĵ ¯", + "飲 ãģ¿", + "׳ ׾", + "שת ×£", + "ĠاÙĦسعÙĪد ÙĬ", + "u ÃŁ", + "ìĿ¸ ëį°", + "ĠìĿ¼ ë°ĺ", + "ÅĤ ÄĻ", + "Ġm á»iji", + "×ŀ ×Ļ׳", + "ĠاÙĦØ£ Ø·ÙģاÙĦ", + "Ġçı kan", + "é cole", + "ק ×Ļש", + "ק×Ļש ×ķר", + "ĠоÑģ ÑĥÑīеÑģÑĤв", + "ĠоÑģÑĥÑīеÑģÑĤв лÑı", + "×ij ×IJר", + "à¹Ħà¸Ľ à¸Ķà¹īวย", + "Ġ×¢ ×ķ׾×Ķ", + "à¸ģà¹ĩ à¹Ħมà¹Ī", + "ãĥ¢ ãĥĩ", + "ãĥ¢ãĥĩ ãĥ«", + "تØŃ ÙĪÙĦ", + "Ġод ного", + "ת×Ĺ×Ļ׾ ת", + "Ġت Ø®", + "Ġch cia", + "Ġchcia ÅĤ", + "ãĥIJ ãĥ³", + "èĢħ ãģ¯", + "ĠÙħ ØŃÙĦ", + "Ñģл ож", + "Ñģлож н", + "Ġt ÄĻ", + "Ġçı kt", + "Ġçıkt ı", + "ĠC Æ¡", + "à¹Ħà¸Ķà¹ī à¹Ģลย", + "ır ken", + "à¹Ģà¸Ĥà¹īา สูà¹Ī", + "ÙħØŃ Ùĥ", + "ÙħØŃÙĥ ÙħØ©", + "à¸Ħุ à¹īม", + "à¸Ļà¹Īา à¸Īะ", + "лÑİ Ð´", + "де ÑģÑı", + "деÑģÑı ÑĤ", + "ĠлÑİб ой", + "تØŃر ÙĬر", + "צע ×ĵ", + "Ġе Ñij", + "ĠاÙĦØŃ ÙĥÙħ", + "Ġص باØŃ", + "à¹Ģà¸ļ à¸Ńรà¹Į", + "Ġróż nych", + "ги б", + "ĠÑģ оÑĤ", + "ĠÑģоÑĤ ÑĢÑĥд", + "ĠÑģоÑĤÑĢÑĥд ник", + "ĠобÑĬ ем", + "פ ×ĺר", + "ãģĻãģĶ ãģı", + "ãģ«éĸ¢ ãģĹãģ¦", + "в ол", + "Ø« ÙħاÙĨ", + "Ġd ần", + "æĬ ľ", + "æĬľ ãģij", + "Ġ×¢ ש", + "Ġעש ×ķ×Ļ", + "ס ×ķף", + "ãģªãģ® ãģ§ãģĻ", + "ãģ¯ ãģ©ãģĨ", + "×ŀ×¢ ר×ij", + "ï¼ °", + "Ùħ صر", + "ÙħÙĨ اسب", + "ÙħÙĨاسب Ø©", + "ä¸Ĭ ãģ®", + "×IJ×Ļש ×ķר", + "ĠìĦ¤ ì¹ĺ", + "×ŀ×ĵ×Ļ׳ ×ķת", + "×ŀר ת", + "ãĤĭ ãģ®ãģĮ", + "د Ùİ", + "ĠاÙĦشر Ùĥات", + "ìĭľ ê°Ħ", + "ĠÑĢеÑĪ ение", + "ãģĻãĤĭ ãģ®ãģ¯", + "ĠìŀIJìĭł ìĿĺ", + "׾ ×ŀ×ķ", + "ãģ¨ãģĵãĤį ãģ§", + "Ġק צר", + "Ġmã i", + "Ġkü ltür", + "ãĥ©ãĤ¤ ãĥĸ", + "à¸ľà¸¹à¹ī หà¸įิà¸ĩ", + "æĻĤéĸĵ ãģĮ", + "клÑİÑĩ и", + "diÄŁ iniz", + "มาà¸ģ à¹Ĩ", + "تØŃ ÙħÙĦ", + "Ġh ạt", + "ãĤ¦ ãĤ£", + "п ле", + "×ŀ ׾×IJ", + "ÅĤ ó", + "Ġg á»ijc", + "Ġ×IJ ×ķ×ĵ×ķת", + "หว าà¸Ļ", + "ĠاÙĦ ÙĪز", + "ĠاÙĦÙĪز راء", + "ëĵ¤ ê³¼", + "Ġص ØŃ", + "ĠصØŃ ÙĬÙģØ©", + "Ġм м", + "تد Ø®ÙĦ", + "Ġpersön lich", + "Ġز ÙĬ", + "ĠزÙĬ ادة", + "ãĤ· ãĤ¢", + "Ġng ắn", + "à¸Ħล ิà¸ģ", + "Ġs ông", + "Ġtü ket", + "Ñį ÑĦÑĦ", + "ÑįÑĦÑĦ екÑĤ", + "ש ×Ļ×ij", + "Ġا عت", + "ت ض", + "تض ÙħÙĨ", + "ĠاÙĦÙħØ´ رÙĪع", + "Ġprodu ção", + "ĠпÑĢимен Ñı", + "ни ÑĨÑĭ", + "주 ëĬĶ", + "ر Ùı", + "Ġm Æ¡", + "Ġhayat ı", + "ëŁ ½", + "Ġü cret", + "Ġyan ında", + "Ġpr ática", + "×ij×Ļק ×ķר", + "Ãľ N", + "Ñģ оÑĤ", + "ãĤıãģij ãģ§", + "Ġдол го", + "ת ׼×ķ", + "ĠìķĦ ëĭĮ", + "ë į°ìĿ´", + "Ġç iz", + "Ġcho Äĩ", + "Ġ×Ķ ×Ļת", + "Ġ×Ķ×Ļת ר", + "Ġso át", + "׼ ×ij×ĵ", + "à¹Ģล à¹Īา", + "Ġд еÑĢ", + "ĠдеÑĢ ев", + "ãĤĴ åħ¥ãĤĮ", + "×Ĺ ×ķס", + "×Ĺ×ķס ר", + "ج ÙĬÙĨ", + "t ón", + "onn é", + "Ġпол ноÑģÑĤÑĮÑİ", + "人 ãģŁãģ¡", + "Ġpr êt", + "ëł ¸", + "Ġdéc embre", + "cı lar", + "Ġת ת", + "Ġê²½ìļ° ìĹIJëĬĶ", + "ÙĪ عد", + "è¦ĭ ãĤĭ", + "วิ à¸Īัย", + "ë ¶Ī", + "ز ÙĪا", + "زÙĪا ج", + "d ì", + "ãģ§ãģĻ ãĤĪ", + "Ġвод о", + "ĠÙĬ ÙĪجد", + "Ñģ оÑģÑĤоÑı", + "Ðŀ С", + "ĠÄIJ ó", + "׊פש", + "Ġצ ×Ļ×ij×ķר", + "ĠاÙĦÙĤ Ø·", + "ĠاÙĦÙĤØ· اع", + "Ġиме ÑİÑĤ", + "Ġph áºŃn", + "×Ľ×¡ פ×Ļ", + "полн иÑĤелÑĮ", + "éĻIJ ãĤĬ", + "ĠÑģ ÑĢав", + "ĠÑģÑĢав н", + "ÙħاÙĦ Ùĥ", + "×ĵר ×ķ×Ŀ", + "çļĨ ãģķãĤĵ", + "ØŃÙĤ ÙĤ", + "à¹ģหล à¹Īà¸ĩ", + "ĠاÙĦر سÙħÙĬ", + "оÑĩ ки", + "×ĺ ×ij×Ĺ", + "Ġcan lı", + "Ġ׾ ׾", + "Ġ׾׾ ×ŀ×ķ×ĵ", + "×ŀ×ij ×ķ", + "ת ׼", + "×ª×Ľ ׳×Ļת", + "ĠاÙĦÙħ شار", + "ĠاÙĦÙħشار ÙĥØ©", + "Ä° Åŀ", + "ĠسÙĬ اسÙĬ", + "в олÑĮ", + "ĠÑģ пÑĢав", + "æĿ¥ ãģ¦", + "פ×ķר ×ķ×Ŀ", + "สำ à¹Ģรà¹ĩ", + "สำà¹Ģรà¹ĩ à¸Ī", + "ĠÅŁ öyle", + "Ġzosta ÅĤa", + "ĠH ü", + "ר ×ķש", + "د ÙĦÙĬÙĦ", + "ÑĢи д", + "ש ף", + "×ŀק ×ķר", + "ĠÑĥ Ñĩ", + "ĠÑĥÑĩ еб", + "ĠÑį ÑĤа", + "ков а", + "à¸ķà¸Ļ à¹Ģà¸Ńà¸ĩ", + "ÙĨ ÙIJ", + "à¸Ńีà¸ģ à¸Ħรัà¹īà¸ĩ", + "ระ à¸ļุ", + "Ġd ữ", + "ĠاÙĦØŃ Ø§ÙĦÙĬ", + "׼ ×ķ׼", + "׼×ķ׼ ×ij", + "Ġ×ŀ×IJ שר", + "Ġtr ụ", + "ÑĤел ем", + "Ġв ли", + "Ġвли Ñı", + "Ġש×IJת ×Ŀ", + "Ġuw ag", + "Ġuwag ÄĻ", + "×ĺ ×Ļת", + "×IJ ×ĵ×Ŀ", + "à¸Ķ ุ", + "Ġ×Ķ×IJ ׾×Ķ", + "Ġkar Ä±ÅŁ", + "ĠÄIJ á»iji", + "да ÑİÑĤ", + "ãģªãģ® ãģ«", + "Äħ cych", + "à¹Ģà¸Ļ à¹īà¸Ļ", + "ãģĹãģ¦ ãģĹãģ¾ãģĨ", + "int érieur", + "ĠfÃŃs ica", + "ĠÐŁ ол", + "ãģĹãģ ķ", + "à¸Ĺำ à¹Ħม", + "ĠL âm", + "ĠاÙĦÙħ سÙĦÙħ", + "ĠاÙĦÙħسÙĦÙħ ÙĬÙĨ", + "ص ØŃØ©", + "ìĹ Ħ", + "à¹Ģà¸Ķà¹ĩ à¸Ķ", + "ĠÑĥ ÑĩеÑĤ", + "â Ìģ", + "Ġب ÙĦا", + "ĠاÙĦاجتÙħاع ÙĬ", + "פרס ×Ŀ", + "ãĥķ ãĥ©", + "ĠÐļ огда", + "mie ÅĽci", + "ĠبÙĬÙĨ Ùħا", + "Ġ×ŀ×IJ ×ŀר×Ļ×Ŀ", + "Ġ×ij×IJ ×ĸ×ķר", + "×ķש ×Ļ×Ŀ", + "ĠÑģдел а", + "entr ée", + "à¹Ģ à¸Ħà¹īา", + "Ñĥг л", + "ĠاÙĦÙģ ÙĨÙĬ", + "ĠÐĴ оÑĤ", + "à¸Ĺีà¹Ī มา", + "×ķצ ×Ĵ", + "ÙĤد رة", + "Ġëª ©", + "Ġ목 ìłģ", + "íıī ê°Ģ", + "ĠاÙĦØ£ ربع", + "ĠاÙĦأربع اء", + "פס ×Ļק", + "ĠÑıвлÑı ÑİÑĤÑģÑı", + "ب ÙĪÙĨ", + "ì° ¾", + "×ŀ×¢ ר׼", + "×ŀ×¢×¨×Ľ ×ķת", + "ãĤ· ãĤ§", + "ĠباÙĦ Ø£", + "íĸĪ ëįĺ", + "ĠاÙĦبر ÙĨاÙħج", + "ĠاÙĦØ£ ØŃد", + "Ġm Å©", + "ĠmÅ© i", + "п аÑĤ", + "ب Ø«", + "ĠÑĨ енÑĭ", + "Ġ×ijת ׾", + "è¨Ģ ãĤıãĤĮ", + "ĠاÙĦÙħ جاÙĦ", + "ĠìĦ¸ ìĥģ", + "Ġ×Ĵ ×ķפ", + "ĠнаÑĪ ей", + "Ġкомп аниÑı", + "б ин", + "öl ü", + "×Ļ ×Ļ×ĺ", + "Ġ×ŀס פ×Ļק", + "ยัà¸ĩ à¸Ħà¸ĩ", + "ĠЧ и", + "Ġан ÑĤи", + "ĠÑģÑĢед и", + "สà¹Īวà¸Ļ à¹ĥหà¸įà¹Ī", + "оÑĩ ка", + "íĬ¹ ë³Ħ", + "ว à¹Īาà¸ĩ", + "гоÑĢ од", + "با Ùĥ", + "à¹Ģส ีà¹Īย", + "à¹Ģสีà¹Īย à¸ĩ", + "ãĤĤãĤī ãģĦ", + "ק ×ķ×Ŀ", + "ãģĽ ãģļ", + "ĠاÙĦÙĤ اÙĩرة", + "Ġ×ij ׼×ļ", + "Ùħشار ÙĬع", + "باØŃ Ø«", + "Ġпо Ñĩ", + "ĠпоÑĩ ÑĤи", + "ĠÑĦоÑĢм а", + "S Ä°", + "Ġ×ŀצ ×Ļ×¢", + "ล ื", + "ลื ม", + "ĠÑĤ еÑĢ", + "ĠÑĤеÑĢ ÑĢиÑĤоÑĢ", + "ĠÑĤеÑĢÑĢиÑĤоÑĢ ии", + "Ġв меÑģÑĤ", + "ĠвмеÑģÑĤ е", + "dıkl arı", + "op ération", + "à¹Ĥ ห", + "ص دÙĬ", + "صدÙĬ ÙĤ", + "íĸī ìłķ", + "تج ا", + "تجا ÙĪز", + "Ġsu ç", + "Ġar ty", + "Ġarty ku", + "Ġartyku ÅĤ", + "ãĤ·ãĥ§ ãĥĥãĥĹ", + "ש פ", + "שפ ×Ļ×¢", + "Ġ×Ķש ×Ļר×ķת", + "à¹ģà¸ĸ ม", + "ë¸ Ķ", + "Ġuk ÅĤad", + "Ġ×ķ ׼×Ļ", + "หล าà¸ģ", + "หลาà¸ģ หลาย", + "æĸ¹ ãĤĤ", + "Ġpodr óż", + "ĠE ÄŁer", + "Ġком наÑĤ", + "ĠÑģам ÑĭÑħ", + "Ġв кÑĥÑģ", + "б еж", + "Ġ×ij ק×ķ", + "æİĽ ãģij", + "ãģ¿ ãĤĭãģ¨", + "ĠiliÅŁ kin", + "ĠÙĬ عÙħÙĦ", + "Ġпод аÑĢ", + "Ġyaz ılı", + "ãĤĴ å¾Ĺ", + "Ġwyst ÄĻp", + "à¸Ĺีà¹Ī à¹ĥà¸Ĭà¹ī", + "ØŃاد Ø«", + "ÙĪ ÙĬد", + "кÑĥ лÑĮÑĤ", + "кÑĥлÑĮÑĤ ÑĥÑĢ", + "à¸ģาร à¹ģà¸Ĥà¹Īà¸ĩ", + "à¸ģารà¹ģà¸Ĥà¹Īà¸ĩ à¸Ĥ", + "à¸ģารà¹ģà¸Ĥà¹Īà¸ĩà¸Ĥ ัà¸Ļ", + "ÙħÙĪ ظ", + "ÙħÙĪظ Ùģ", + "ÙĬÙħ ÙĬ", + "ãĤĵãģ§ãģĻ ãģĮ", + "diÄŁ im", + "diÄŁim iz", + "ĠÐŁ еÑĢ", + "ĠÐŁÐµÑĢ в", + "Ġm ão", + "ĠÑģ ез", + "ĠÑģез он", + "Ġ×Ķ×ŀ ×¢", + "Ùħ جÙħÙĪعة", + "ĠинÑĦоÑĢм аÑĨии", + "i ếc", + "ã ng", + "ĠÄij ấy", + "ãģĶ ç´", + "ãģĶç´ ¹", + "ãģĶç´¹ ä»ĭ", + "Ġad ım", + "à¹Ħ หล", + "Ġп ÑĢакÑĤи", + "ĠпÑĢакÑĤи Ñĩ", + "ĠпÑĢакÑĤиÑĩ еÑģ", + "ĠпÑĢакÑĤиÑĩеÑģ ки", + "ĠاÙĦÙĨ Ùģس", + "ĠÑĢабоÑĤ е", + "ÙĦÙĬ Ùģ", + "ĠاÙĦجÙĨ ÙĪب", + "Ġвод Ñĭ", + "ì¹ Ļ", + "Ġм иÑĢа", + "ĠÄij ừng", + "ĠпÑĢоÑĤив о", + "ĠÑģÑĤÑĢан Ñĭ", + "ล ู", + "ìĤ ¶", + "kre ÅĽl", + "Ġbul und", + "Ġbulund uÄŁu", + "à¹ģ สà¸Ļ", + "ãĤ± ãĤ¢", + "ת×Ĺ ×ķ×ŀ×Ļ", + "ר׼ ×Ķ", + "Ġ׾ק ×ķ×Ĺ", + "Ġ׾ק×ķ×Ĺ ×ķת", + "Ġ×Ľ×ª ×ķ×ijת", + "ĠÙĦ ÙĥÙħ", + "ب شر", + "Ġr Ãłng", + "Ġ×ŀ×Ķ ×ŀ", + "Ġ×IJ×Ĺר ×ķת", + "Ġб он", + "Ġбон ÑĥÑģ", + "ï½ Ĺ", + "à¹ģ ยà¸ģ", + "ãģĤãģªãģŁ ãģ®", + "ĠÑĥÑĩаÑģÑĤ ие", + "ĠE yl", + "ĠEyl ül", + "ĠçalÄ±ÅŁmalar ı", + "Ø® طر", + "ìĿ ½", + "à¸ģาร à¹ĥà¸Ĭà¹īà¸ĩาà¸Ļ", + "Ġана лиз", + "תק ×ij׾", + "ни ем", + "ĠÄ° ns", + "ĠÄ°ns an", + "ĠبÙĪ اس", + "ĠبÙĪاس طة", + "Ġ׳ ×Ľ×ł×¡", + "Ġ×Ķ×ŀ ×Ļ×ĵ×¢", + "Ġç o", + "Ġço ÄŁu", + "á» ĺ", + "ĠêµŃ 민", + "ãĤĤ ãģĦãģĦ", + "Ġ׼ ׾×Ļ", + "ĠÑģÑĢед не", + "g ÅĤo", + "gÅĤo ÅĽ", + "Ġneg ó", + "Ġnegó cio", + "ĠÑĢ егиÑģÑĤ", + "ĠÑĢегиÑģÑĤ ÑĢа", + "ĠÑĢегиÑģÑĤÑĢа ÑĨии", + "Ġtr á»ĵng", + "ĠпÑĢ Ñı", + "ĠпÑĢÑı мо", + "ëłĪ ìĿ´", + "Ġk ém", + "к ле", + "à¸Ļำ มา", + "ĠÑĦ ин", + "ĠÑĦин анÑģ", + "ĠÑĦинанÑģ ов", + "Ġki á»ĩm", + "ยัà¸ĩ à¹Ħ", + "ยัà¸ĩà¹Ħ à¸ĩ", + "ย ิà¸ĩ", + "à¹Ĥ à¸Ľ", + "ĠполÑĥÑĩ ил", + "×Ļ×ĸ ×Ŀ", + "à¹ģละ à¸Ħวาม", + "Ġво обÑīе", + "ص ÙĬر", + "ãĥı ãĥ³", + "ĠاÙĦÙĤ اد", + "ĠاÙĦÙĤاد Ùħ", + "Ġب دÙĪÙĨ", + "ع ظÙħ", + "ת ׳×ķ×¢", + "×ª×ł×ķ×¢ ×Ķ", + "Ø£ ÙħÙĦ", + "ãģķ ãģĪ", + "ÑĤ ем", + "ÑĤем пеÑĢ", + "ÑĤемпеÑĢ аÑĤÑĥÑĢ", + "Ġ׾ ×Ļצ×ķר", + "Ġr ÄĻk", + "ر سÙĦ", + "ìŀIJ 를", + "Ġ×Ļצ ×Ļרת", + "ÙĨ بÙĬ", + "Ñĩ наÑı", + "تØŃ ÙĦÙĬÙĦ", + "Ġм ик", + "Ġмик ÑĢо", + "ĠS öz", + "Ġfor ça", + "Ñģ он", + "ĠاÙĦع را", + "ĠاÙĦعرا ÙĤÙĬ", + "ĠH á»ĵng", + "ãģĻãĤĭ ãģŁãĤģãģ«", + "à¸Ĺีà¹Ī à¸Ńยูà¹Ī", + "Ġ×ķ×IJ ×£", + "ص ÙĬد", + "ĠìķĬ ê³ł", + "ร ัà¸ĩ", + "ĠاÙĦت ÙĪاصÙĦ", + "à¹Ģม à¸ķร", + "Ñĥ ÑģÑĤÑĢой", + "ÑĥÑģÑĤÑĢой ÑģÑĤв", + "m ıyor", + "Ġبا سÙħ", + "Ġ×ķ ׼×ķ", + "ĠG ül", + "á» IJ", + "Ãī tat", + "غ اÙĦ", + "Ø¥ ÙĨØ´", + "Ø¥ÙĨØ´ اء", + "T Ä°", + "à¸Ĥà¹īา ม", + "Ġtro ch", + "Ġtroch ÄĻ", + "Ø¥ ص", + "إص ابة", + "ĠØ« اÙĨÙĬ", + "ĠاÙĦص ØŃØ©", + "Ġ×ĸ×Ķ ×ķ", + "jÄħ cej", + "ãĥĢ ãĥ³", + "ìĿ¸ ìĿ´", + "Ġв олоÑģ", + "ëIJĺ ë©´", + "Ġzak ÅĤad", + "ãģĻ ãģĵãģ¨", + "以ä¸Ĭ ãģ®", + "Ġ×Ķ×ŀק ×ķ×Ŀ", + "ÙħØ´ اÙĩ", + "ÙħشاÙĩ دة", + "Ñĩ ив", + "ب Ø´", + "ย à¹īาย", + "Ġsür dür", + "ĠN ẵ", + "ĠNẵ ng", + "ĠигÑĢ аÑĤÑĮ", + "Ġê·¸ëŁ¬ ë©´", + "ãĥķ ãĥ«", + "ล à¹Īะ", + "Ġtend rá", + "Ġb Ãły", + "à¹Ģà¸Ľà¹ĩà¸Ļ à¸ľà¸¹à¹ī", + "Ġok o", + "Ġoko ÅĤo", + "w ÅĤa", + "wÅĤa ÅĽci", + "wÅĤaÅĽci w", + "æĢĿ ãĤı", + "ĠYa ÅŁ", + "ĠB á»ĩnh", + "íı Ń", + "بÙĬ د", + "קר ף", + "à¹Ģศ ร", + "à¹Ģศร ษ", + "à¹Ģศรษ à¸IJ", + "à¹Ģศรษà¸IJ à¸ģิà¸Ī", + "ĠاÙĦØ£ ÙĪرÙĪ", + "ĠاÙĦØ£ÙĪرÙĪ بÙĬ", + "fl äche", + "ä¹Ĺ ãĤĬ", + "Ġb á»ģn", + "Ùĩ ب", + "æľĢ ãĤĤ", + "Ġsa ç", + "à¸Ńำ à¹Ģà¸ł", + "à¸Ńำà¹Ģà¸ł à¸Ń", + "ĠØ£ ج", + "ĠاÙĦد اخÙĦ", + "ĠاÙĦداخÙĦ ÙĬØ©", + "×ĺ ×ķ×ij", + "ãĤĤ ãģªãģı", + "Ġли ÑĨа", + "à¹ģลà¹īว à¸ģà¹ĩ", + "×ĸ׼ ×Ļר", + "Ġqu Ãł", + "ĠÙĥ Ø°ÙĦÙĥ", + "صØŃ Ùģ", + "ĠÃĤ u", + "ÙĪب ا", + "à¹Ģà¸Ľà¸¥à¸µà¹Īยà¸Ļ à¹ģà¸Ľà¸¥", + "à¹Ģà¸Ľà¸¥à¸µà¹Īยà¸Ļà¹ģà¸Ľà¸¥ à¸ĩ", + "à¸ķัว à¸Ńยà¹Īาà¸ĩ", + "Ġráp ida", + "Ġtas ar", + "Ġtasar ım", + "ĠعÙĦÙĬ ÙĩÙħ", + "ס ×ķ׾", + "c ılı", + "cılı k", + "Ġر غÙħ", + "ìĭľ íĤ¤", + "Ġ×IJ׾ ק", + "Ġ×IJ׾ק ×ĺר", + "Ġ×IJ׾ק×ĺר ×ķ׳×Ļ", + "à¹ģà¸ļ à¹Īà¸ĩ", + "Ġh ạng", + "ãģ£ãģ¦ ãģıãĤĮ", + "ĠÙĨ تÙĬ", + "ĠÙĨتÙĬ جة", + "ıkl ı", + "غ اÙĨ", + "à¸Ĥà¹īà¸Ń à¸Ħวาม", + "à¸Ľà¸¥ าย", + "ĠØ£ Ùħس", + "à¸Ĺีà¹Ī à¹Ģà¸ģีà¹Īยว", + "à¸Ĺีà¹Īà¹Ģà¸ģีà¹Īยว à¸Ĥ", + "à¸Ĺีà¹Īà¹Ģà¸ģีà¹Īยวà¸Ĥ à¹īà¸Ńà¸ĩ", + "Ġdé fin", + "Ġdéfin i", + "ÙģÙĨ اد", + "ÙģÙĨاد ÙĤ", + "à¹Ħà¸Ķà¹ī วà¹Īา", + "ãģªãģĦ ãĤĪãģĨãģ«", + "Ġpróp ria", + "ĠPh át", + "ãĤĦãģĻ ãģı", + "สวย à¸ĩาม", + "ê³ł ìļĶ", + "Ñı еÑĤ", + "ãģĭãĤĤãģĹãĤĮãģ¾ãģĽãĤĵ ãģĮ", + "تر جÙħ", + "ĠкÑĢаÑģ ив", + "Ġ×ŀ ר×IJש", + "д еж", + "ĠÙĬ ÙĪÙĨ", + "ĠÙĬÙĪÙĨ ÙĬÙĪ", + "Ñģк оÑĢ", + "ĠKas ım", + "ê³Ħ ìķ½", + "к оÑģ", + "Ġна ÑĢÑĥ", + "ĠнаÑĢÑĥ ÑĪен", + "Ġdu że", + "acc ès", + "Ġh á»ĵng", + "Ġv Å©", + "ãģĦãģŁ ãģĹãģ¾ãģĻ", + "Ġ×ĺ ×Ļ", + "Ġ×ĺ×Ļ ×ķ׾", + "lıkl arı", + "Ġqu ê", + "ëħ¸ ëıĻ", + "ìķ Ķ", + "CI ÃĵN", + "Ġt ắc", + "press ão", + "ĠìŀĪ ìľ¼", + "สิà¸Ĺà¸ĺิ à¹Į", + "íĥ Ħ", + "Ġ×Ķ×ŀ ×ŀש׾×Ķ", + "å¬ī ãģĹãģĦ", + "ĠÄIJ ặc", + "ÙĨ زÙĦ", + "ĠдÑĢÑĥг ой", + "д ÑĥÑĤ", + "ìĪ Ļ", + "Ġth ụ", + "à¹Ģส ร", + "à¹Ģสร à¹ĩ", + "à¹Ģสรà¹ĩ à¸Ī", + "Ġto plant", + "Ġtoplant ı", + "×IJ×ŀ ף", + "×ķ׾ ת", + "п омн", + "Ġyo ÄŁun", + "ÅĦsk iego", + "ì° ©", + "ĠØ« ÙĦاث", + "ĠØ«ÙĦاث Ø©", + "Ġl ắng", + "ë¦ ´", + "ราà¸Ĭ à¸ģาร", + "ĠÑģлов а", + "á» Ĩ", + "à¸Ķี à¸ģวà¹Īา", + "ãģĶãģĸ ãģĦãģ¾ãģĻ", + "Ġд из", + "Ġдиз айн", + "fé rence", + "lıkl ar", + "ãģªãĤĵ ãģ§ãģĻ", + "ajÄħ cy", + "Ġëĭ¤ ìĸij", + "Ġëĭ¤ìĸij íķľ", + "ק ×Ļר", + "ØŃ Ø§Ø±", + "ส ูà¹ī", + "Ġz ro", + "Ġzro bi", + "Ġzrobi Äĩ", + "×ŀ ×Ļ׼×Ķ", + "à¸Ĭà¹Īวย à¹Ģหลืà¸Ń", + "ĠÑįÑĤ Ñĥ", + "ë´ ī", + "楽 ãģĹãģĦ", + "س ÙĪر", + "íķĺ ê±°ëĤĺ", + "Ùħؤ تÙħر", + "Ġpoc zÄħ", + "ĠpoczÄħ tk", + "ĠpoczÄħtk u", + "Ġع ربÙĬ", + "اÙĦØ£ ر", + "اÙĦأر دÙĨ", + "à¸Ķ ร", + "Åĵ uvre", + "ĠÙĪÙĥ اÙĨت", + "ĠÅĽ redni", + "Ø® ضر", + "Ġch uyến", + "н ÑĤ", + "ĠìķĮ ê³ł", + "Ġv á»Ŀi", + "Ġ×ij ×Ļ×ĵ×Ļ", + "×ŀ×ĵ ×ķ×ijר", + "ÙĪ Ùģر", + "ÙĬ Ø¡", + "׳ ×Ľ×¡", + "ĠÐĽ а", + "л он", + "Ġx ấu", + "Ùģ ÙĬÙĨ", + "Ġfé vrier", + "ĠÐŀ на", + "ĠV á»ģ", + "ĠÅŁey ler", + "ĠполÑĥÑĩ ен", + "з ад", + "Ġn ét", + "à¹Ħà¸Ľ ยัà¸ĩ", + "×Ĺש×ij ×ķ", + "à¸ļัà¸Ļ à¸Ĺ", + "à¸ļัà¸Ļà¸Ĺ ึà¸ģ", + "Ġgerçek leÅŁ", + "иÑĩеÑģк ое", + "ìĪĺ ê°Ģ", + "Ø« بت", + "ãģ¤ ãģ¾ãĤĬ", + "ĠÑĥÑģловиÑı Ñħ", + "ëĭ¤ ê°Ģ", + "ราย à¹Ħà¸Ķà¹ī", + "׼×IJ ×ij", + "à¹Ĥà¸Ľà¸£ à¹Ĥม", + "à¹Ĥà¸Ľà¸£à¹Ĥม à¸Ĭัà¹Īà¸Ļ", + "j ähr", + "jähr ige", + "ק ׳×Ļ×Ŀ", + "×ŀ ×ķק", + "×ŀ×ķק ×ĵ", + "ãģ«è¡Į ãģ£ãģ¦", + "Ø¢ ÙĦ", + "вед ение", + "Ġ׾ ×Ľ×ª×ķ×ij", + "جÙħ Ùĩ", + "جÙħÙĩ ÙĪرÙĬØ©", + "à¸ī à¸ļ", + "à¸īà¸ļ ัà¸ļ", + "ĠC òn", + "à¸ľ สม", + "ãģªãģ© ãģĮ", + "×IJ×Ķ ×ij", + "ĠдейÑģÑĤв иÑı", + "y ız", + "à¹Ħมà¹Ī à¹Ģà¸Ħย", + "ج ÙĪز", + "×Ķ×Ĺ׾×ĺ ×Ķ", + "f ällt", + "ãĥĵ ãĤ¸", + "ãĥĵãĤ¸ ãĥį", + "ãĥĵãĤ¸ãĥį ãĤ¹", + "Ġ×IJ ×Ļ׳×Ŀ", + "ĠнаÑħод иÑĤÑģÑı", + "Ġdzi ÅĽ", + "ست Ø·ÙĬع", + "׾ ×Ļף", + "Ø® ÙĦاÙģ", + "Ùĩ ÙIJ", + "Ġatr ás", + "íĺ ģ", + "ãĤĴ ãģĶ", + "Ġ×Ķ×ŀ ×ķצר", + "ĠBakan lıģı", + "ÑİÑī ее", + "ÙħÙĨ اط", + "ÙħÙĨاط ÙĤ", + "Ùģ د", + "à¸Ļำ à¹Ħà¸Ľ", + "Ġв аж", + "Ġваж но", + "Ġm ạch", + "׼ ׳×ķ", + "بع Ø«", + "lan ması", + "Ġa yr", + "Ġayr ıl", + "ìĤ¬ íļĮ", + "d ÃŃa", + "p ÅĤyw", + "اÙħ ÙĬØ©", + "íĺ ľ", + "×IJ׳ ×Ĵ׾", + "×IJ׳×Ĵ׾ ×Ļת", + "ĠìŀĪëĭ¤ ëĬĶ", + "Ġس اعة", + "ĠëĤĺ íĥĢ", + "b ö", + "à¸Ħ ัà¸Ļ", + "ĠdziaÅĤ ania", + "Ø© Ùĭ", + "Ġng Å©", + "׳צ ×Ĺ", + "ãģ¯ ãģĤãĤĭ", + "ĠyaÅŁ ında", + "st ück", + "car acter", + "caracter ÃŃsticas", + "Ġr á»Ńa", + "ĠÙħختÙĦÙģ Ø©", + "ãģ«ãģĬ ãģijãĤĭ", + "à¹ģà¸ŀ à¸ĩ", + "วิ à¹Īà¸ĩ", + "ת פ×ķ", + "سا ÙĩÙħ", + "使 ãģĨ", + "Ùĥ رÙĬ", + "×IJ פ×Ļ", + "........ .......", + "ĠÑĤак им", + "×Ļ׼ ×ķ×Ļ", + "Ø´ بÙĩ", + "ج ÙĬر", + "ãģĿãģ® ãģ¾ãģ¾", + "ac jÄĻ", + "ĠاÙĦت رÙĥ", + "ĠاÙĦترÙĥ ÙĬ", + "ĠпÑĢав илÑĮно", + "Ġت عÙħÙĦ", + "à¸ģล à¹īา", + "Ġbi ên", + "Ġ×ij׳×Ļ ×Ļת", + "Ġкл Ñĥб", + "Ġ×ŀ ש×Ķ", + "в ÑĪий", + "ãģĵãģ¨ãģĮãģ§ãģį ãĤĭ", + "à¸ŀัà¸Ļà¸ĺ ุ", + "à¸ŀัà¸Ļà¸ĺุ à¹Į", + "ר ×ķ×Ŀ", + "ĠاÙĦÙģ رÙĨ", + "ĠاÙĦÙģرÙĨ سÙĬ", + "à¹Ģà¸Ľà¹ĩà¸Ļ à¸Ħà¸Ļ", + "ãģĹãģ¦ ãģĬãĤĬ", + "Ġth ầy", + "ãĤĵ ãģłãģijãģ©", + "ìĶ ¨", + "Ùħ دÙĨ", + "ت ÙĪÙĨ", + "ĠмеÑĤ ал", + "ĠмеÑĤал л", + "Ġin ÃŃcio", + "à¸Ńà¸Ńà¸ģ à¸Īาà¸ģ", + "ëĴ ¤", + "Ġcu á»ijn", + "Ġbu á»Ļc", + "ÙĨ سÙĬ", + "ä cht", + "×ŀ ×Ļ׳×Ļ×Ŀ", + "ãģķ ãģ¦", + "ãģĮ ãģ§ãģį", + "ÑĬ ем", + "Ġtá i", + "ĠЧ ÑĤ", + "ĠЧÑĤ обÑĭ", + "à¸Ľà¸¥ ูà¸ģ", + "à¸Ĭุม à¸Ĭà¸Ļ", + "н Ñģкий", + "Ġv ững", + "Ġ×Ķ ׾×ij", + "ë le", + "Ġש ×¢×ijר", + "в аÑĤÑĮÑģÑı", + "б ой", + "ع ÙĪÙĨ", + "à¹ģà¸Ķ à¸Ļ", + "Ġספר ×Ļ×Ŀ", + "Ġt uyên", + "Ġnhi êu", + "ĠQu ý", + "Ġh uyết", + "ãĤı ãģĭãĤīãģªãģĦ", + "Ġ×ŀ ׼ף", + "Ġ×Ķ ק׾", + "Ġ׾×IJ ×ķר", + "ĠÄIJi á»ĩn", + "Ø´ ؤ", + "شؤ ÙĪÙĨ", + "Ġ×ŀ׊פש", + "ĠпоÑģÑĤоÑıн но", + "×ŀ ×Ļר", + "ìħ Ķ", + "Ðŀ Ñģ", + "ÐŀÑģ нов", + "×ĸ ×Ļת", + "ĠH á", + "ĠÑĩаÑģ ов", + "×IJ ×ķ׾×Ļ", + "Ġm át", + "Ø® رÙĪ", + "خرÙĪ ج", + "ÙĤ ضا", + "ÙĤضا ÙĬا", + "à¹Ģà¸Ľ à¸Ńรà¹Į", + "ĠÙĬ ÙĪÙĦ", + "ĠÙĬÙĪÙĦ ÙĬÙĪ", + "à¹Ĥà¸Ĺ ษ", + "׳ פ׾", + "ת ×ķש", + "ת×ķש ×ij×Ļ", + "Ġv ários", + "×ŀ ר×IJ×Ķ", + "ëĿ¼ ìĿ´", + "ÙĨ غ", + "×ij צע", + "г он", + "ĠÄIJ ược", + "ع Ùı", + "пÑĥÑģ к", + "ĠÙĪاÙĦ Ùģ", + "üc ü", + "×Ļק ×Ļ×Ŀ", + "Ġس بÙĬÙĦ", + "׾×ij ף", + "ĠاÙĦÙĤ رÙĨ", + "ס ×ķת", + "ĠQu áºŃn", + "ãģĵãĤĮ ãģĮ", + "ãĥĸ ãĥ©ãĥ³ãĥī", + "×Ĵ ×ŀר", + "Ġwarto ÅĽci", + "ĠÙĪب ÙĬÙĨ", + "Ġd ạ", + "ÐIJ в", + "ÐIJв ÑĤо", + "Ġol acaktır", + "à¸Ļ à¸Ĺà¹Į", + "Ùħ طار", + "Ġ×¢ ק×ij", + "Ġת פ", + "ãģĹãģ¦ ãģĦãģ¦", + "צ ×ŀ×Ĺ", + "à¸Ī à¸Ńà¸ĩ", + "Ġö de", + "ìį ¨", + "ÙĨ اس", + "調 ãģ¹", + "ĠогÑĢ омн", + "ë³´ íĹĺ", + "×ĺ ק", + "×ĺק ס×ĺ", + "ĠbaÅŁ v", + "ĠbaÅŁv uru", + "Ġpom ys", + "Ġpomys ÅĤ", + "ãģ« ä¹Ĺ", + "Ġש ׼ף", + "ĠاÙĦÙħس ؤÙĪÙĦ", + "Ġз ан", + "Ġзан ÑıÑĤ", + "Ġd Æ°Æ¡ng", + "ãĥĹãĥ¬ ãĤ¤", + "ล à¸ļ", + "ÑĤи ка", + "ĠAr alık", + "Ġнед о", + "Ġm á»Ļ", + "Ġor an", + "Ġoran ı", + "Ġktó r", + "Ġktór Äħ", + "Ġ×Ķ×IJ×Ĺר ×ķ׳×ķת", + "ائ ÙĨ", + "ÅĦ s", + "ÅĦs ka", + "åĽ½ ãģ®", + "×ŀ ×ĺ×Ļ", + "ĠвопÑĢоÑģ Ñĭ", + "à¸Ńà¸ĩà¸Ħà¹Į à¸ģร", + "×ŀ ×ķצ×IJ", + "Ġpó ź", + "Ġpóź niej", + "ש×ŀ ×IJ׾", + "Ġk aps", + "Ġkaps am", + "Ġkapsam ında", + "Ġmá quina", + "ĠÅĽwie cie", + "Ġho Ãłng", + "Ġöz gü", + "×Ĵ×ķר ×Ŀ", + "ãģĤ ãģŁãĤĬ", + "à¸ķัà¸Ķ สิà¸Ļ", + "à¸ķัà¸Ķสิà¸Ļ à¹ĥà¸Ī", + "б ÑĢи", + "ãģ«ãģªãĤĭ ãģ¨", + "ت ÙĥÙĪÙĨ", + "Ġ×ķ×Ķ ×Ļ×IJ", + "Ġchi ếu", + "ÑģÑĤан ав", + "ÑģÑĤанав ли", + "ÑģÑĤанавли ва", + "×ŀ ×ķ×Ĵ", + "c ité", + "ĠK örper", + "Ġש ×Ĵ×Ŀ", + "ع ظ", + "عظ ÙĬÙħ", + "Ġ×Ķ×IJ ×Ļש×Ļ", + "Ġmat ière", + "ĠÙģ ÙĪÙĤ", + "Ġk to", + "Ġkto ÅĽ", + "à¸Ļ à¹Ĥย", + "à¸Ļà¹Ĥย à¸ļาย", + "å¾ħ ãģ¡", + "à¹Ģม à¸Ļ", + "à¹Ģมà¸Ļ ู", + "A ÃĩÃĥO", + "Ġt ù", + "Ġtù y", + "ãĥĪ ãĥ³", + "ĠоÑĤ каз", + "Ġ×ŀ ×ķצר", + "ül ü", + "ãģķãĤĵ ãģ«", + "Ġ×Ĺ ×ķ×ij", + "קר ×Ļ×IJ×Ķ", + "ĠاÙĦØ® دÙħات", + "ĠÙĦÙħ دة", + "ر ؤ", + "رؤ ÙĬØ©", + "ãĤĴè¦ĭ ãģ¤ãģij", + "à¸Ł า", + "Ġréuss i", + "à¸Ļัà¸ģ à¹Ģรียà¸Ļ", + "ĠÑĩиÑģ л", + "à¸ģาร à¹Ģลà¹Īà¸Ļ", + "Ġhaz ırl", + "Ġhazırl an", + "ĠпеÑĢв Ñĭй", + "ли м", + "ĠоÑĤзÑĭв Ñĭ", + "Ġwy jÄħ", + "ĠwyjÄħ tk", + "ĠØ£ ÙĤÙĦ", + "ס ×ļ", + "Ġê²° ìłķ", + "Ġ׾×ŀ×¢ ש×Ķ", + "Ġl ắp", + "à¹ģà¸ļ ร", + "à¹ģà¸ļร à¸Ļà¸Ķà¹Į", + "วà¹Īา à¹Ģà¸Ľà¹ĩà¸Ļ", + "Ġب دا", + "Ġبدا ÙĬØ©", + "ãģ¨ãģĦãģĨ ãģ®ãģĮ", + "иÑĩеÑģк им", + "à¸ģาร à¸ŀัà¸Ĵà¸Ļา", + "Ġb Ãło", + "Ġmia ÅĤa", + "y waÄĩ", + "ĠMär z", + "ĠÙĨ سبة", + "Ġéconom ique", + "×ĸ ×ŀ", + "×ĸ×ŀ ׳×Ļ×Ŀ", + "æŃ¢ ãĤģ", + "Ġt ủ", + "íķĺ ìĭł", + "Ġkażde go", + "stra ÃŁe", + "à¸Ĭ ีà¹ī", + "à¹Ģ à¸ļา", + "ÑĢеÑģ ÑĥÑĢÑģ", + "ев ой", + "Ø´ باب", + "à¸ķà¹Īาà¸ĩ à¸Ľà¸£à¸°à¹Ģà¸Ĺศ", + "Ġ×IJ ×Ļש", + "Ġ×IJ×Ļש ×Ļת", + "×Ļ ×ķפ", + "×Ļ×ķפ ×Ļ", + "ĠìļĶ 구", + "ì¡° ìĤ¬", + "ãģ£ãģŁ ãĤī", + "׾ ×Ļק", + "миниÑģÑĤ ÑĢ", + "ãĤĤãģ® ãģ¯", + "Ġl Æ°Æ¡ng", + "Ġна и", + "Ġнаи бол", + "Ġнаибол ее", + "íİ ĺ", + "à¹ģà¸ŀ à¹ī", + "ãĤŃ ãĥ¥", + "ĠкоÑĤоÑĢ Ñĭм", + "à¹ģà¸Ĺ à¸ĩ", + "à¹ģà¸Ĺà¸ĩ à¸ļà¸Ńล", + "Ġ׳ ×Ļ×Ķ", + "Ġ׳×Ļ×Ķ ×ķ׾", + "âĤ ª", + "ĠGi ải", + "ĠиÑģполÑĮзов а", + "ëł¥ ìĿĦ", + "ãģĹãģĭ ãĤĤ", + "à¸ģà¹ĩ à¸ķà¹īà¸Ńà¸ĩ", + "ĠÑĢ еб", + "ĠÑĢеб ен", + "ĠÑĢебен ка", + "ت ÙĪاصÙĦ", + "ãĤ°ãĥ« ãĥ¼ãĥĹ", + "ãĤĦ ãĤī", + "à¹Ģà¸Ľà¸´à¸Ķ à¸ķัว", + "б ÑĢо", + "ë°ĸ ìĹIJ", + "ÙĨ Ùİا", + "×Ķ ×Ĵ", + "×Ķ×Ĵ ׳×Ķ", + "à¸Ĺ รั", + "à¸Ĺรั à¸ŀ", + "à¸Ĺรัà¸ŀ ยà¹Į", + "Ġkh á»iji", + "עצ ×ŀ×ķ", + "бол езн", + "Ġë°Ľ ìķĦ", + "ม à¸Ļ", + "มà¸Ļ ุ", + "มà¸Ļุ ษ", + "มà¸Ļุษ ยà¹Į", + "âĹ Ĩ", + "×ŀ צ׾×Ļ×Ĺ", + "Ñıв ление", + "Ùħ Ø·ÙĦ", + "ÙħØ·ÙĦ ÙĪب", + "Ø® اÙĦÙģ", + "ت ÙĪÙĤÙģ", + "ãģ§ãģį ãģ¾ãģĽãĤĵ", + "оÑģÑĤ ей", + "м еÑĩа", + "기 ëĬĶ", + "תש ×¢", + "ص ÙĬب", + "Ġ×ij×¢ ×ķ×ĵ", + "à¸Ĥà¸Ńà¸ĩ à¹Ģà¸Ĥา", + "ÑĤÑı ж", + "ĠÑĥ пÑĢав", + "ĠÑĥпÑĢав лениÑı", + "Ġgén ér", + "Ġth ÃŃ", + "פ ×ļ", + "Ġر Ùħض", + "ĠرÙħض اÙĨ", + "Ġtr uyá»ĩn", + "Ø¥ عداد", + "ãĤµ ãĥĿãĥ¼ãĥĪ", + "Ġпол но", + "Ø® اÙħ", + "ÐŁ еÑĤ", + "ÐŁÐµÑĤ еÑĢ", + "ÐŁÐµÑĤеÑĢ бÑĥÑĢ", + "ÐŁÐµÑĤеÑĢбÑĥÑĢ г", + "ÙħÙĨت دÙī", + "ãģķãĤĮ ãģ¾ãģĹãģŁ", + "ĠëĮĢ íķĺìŬ", + "à¸ľà¸¹à¹ī à¸Ĺีà¹Ī", + "Ġ×ŀ×IJ ×ķ", + "׾ ׳×ĵ", + "оÑĩ нÑĭе", + "ĠнаÑĩ ала", + "Ġ׾ ×Ļ׾×ĵ×Ļ×Ŀ", + "ов ое", + "ãģĻãĤĭãģĵãģ¨ ãģ§", + "ĠاÙĦÙĨ Ùģ", + "ĠاÙĦÙĨÙģ Ø·", + "ìŀĪ ëĬĶ", + "غ ÙĨÙĬ", + "פ ×ĵ", + "ãĤ ¾", + "ĠCr é", + "ãģ© ãģ¡ãĤī", + "Ø« اÙĨ", + "ÑĢаб аÑĤ", + "ÑĢабаÑĤ Ñĭва", + "Ġê°Ļ ëĭ¤", + "à¸Ī ั", + "à¸Īั à¸ģร", + "Ġch ụ", + "Ġchụ p", + "Ġм аÑģÑĤ", + "ĠмаÑģÑĤ еÑĢ", + "Ġn ắm", + "ĠÑģÑĤ али", + "Ġ×Ķ×IJ ×Ļר×ķ×¢", + "ãĤ½ ãĥ³", + "åĪĨ ãģĭãĤĬ", + "Ø· بع", + "بد ا", + "gr áfico", + "г еÑĢ", + "à¸Ķำà¹Ģà¸Ļิà¸Ļ à¸ģาร", + "Ġsal dır", + "Ġsaldır ı", + "в ÑĪиÑħ", + "ãģĭãģ£ãģŁ ãģ§ãģĻ", + "Ġyapı yor", + "ĠاÙĦÙģ ت", + "צר פת", + "з доÑĢов", + "×ij×¢ ׾", + "Ġ×IJ ×ŀ×Ļת×Ļ", + "Ġоб Ñĭ", + "ĠобÑĭ Ñĩ", + "ĠобÑĭÑĩ но", + "Ġ׾ ×ķ×ŀר", + "ت ÙĥÙĨ", + "تÙĥÙĨ ÙĪÙĦÙĪج", + "تÙĥÙĨÙĪÙĦÙĪج ÙĬا", + "Ġhakk ı", + "ĠÑĢаР²", + "ĠÑĢав но", + "رÙĬ Ùĥ", + "Ġ×ij ×ŀ×Ļ×ĵ", + "Ġ×ij×ŀ×Ļ×ĵ ×Ķ", + "à¹ģà¸ģ à¹īว", + "Ġìĸ ĺ", + "Ġìĸĺ 기", + "ãģĹãģ¦ ãģĦãģ¾ãģĹãģŁ", + "Ġkı sm", + "Ġkısm ı", + "ê± ¸", + "åĨħ ãģ®", + "ì§ ķ", + "à¹Ģหมืà¸Ńà¸Ļ à¸ģัà¸Ļ", + "ĠÙģ ÙIJ", + "ĠÙģÙIJ ÙĬ", + "ÙĤ اعدة", + "Ġmoż esz", + "Ùħ صاÙĦ", + "ÙħصاÙĦ ØŃ", + "ãģ¾ãģŁ ãģ¯", + "б ег", + "Ġs ıc", + "Ġsıc ak", + "Ñĩ иÑģ", + "ÑĩиÑģ лен", + "Ġн ог", + "ãĥģãĥ£ ãĥ³", + "ãĥ« ãĥī", + "Ġgi ó", + "Ġs ını", + "Ġsını f", + "ив аÑĤÑĮ", + "Ġqu ên", + "Ġì łģ", + "Ġìłģ ìļ©", + "ĠJo ão", + "Ùģ اد", + "ĠGl ück", + "à¸Ĺ à¸Ńà¸Ķ", + "Ġg ói", + "ï¼ Ĭ", + "Ġdé tail", + "ĠدÙĬ سÙħ", + "ĠدÙĬسÙħ بر", + "ë¡ľ ìĦľ", + "×ŀ ×ķ×Ĺ", + "à¹Ħ ฮ", + "ĠоÑĤ д", + "ĠоÑĤд ÑĭÑħ", + "Ġkh uyến", + "à¸Ħ à¸Ńย", + "Ġج ÙĨÙĬ", + "ĠجÙĨÙĬ Ùĩ", + "ĠاÙĦد Ùģاع", + "à¸Ļà¹īำ หà¸Ļัà¸ģ", + "ĠìĤ¬ëŀĮ ëĵ¤ìĿ´", + "Ġth ừa", + "ĠÃ¶ÄŁrenc i", + "ĠпомоÑī и", + "ĠczÄĻ ÅĽÄĩ", + "ש ×ĺר", + "ĠN hi", + "ĠNhi á»ģu", + "׳ צ×Ļ", + "ĠнаÑĪ ем", + "ĠkarÅŁÄ± laÅŁ", + "Ġ×Ķש ׳×Ļ×Ŀ", + "ĠÄIJ Æ°á»Ŀng", + "Ġtr ú", + "ĠÑĢазлиÑĩ нÑĭÑħ", + "ĠاÙĦØ´ Ùĩر", + "Ġ×ľ×¢ ×ķ׾×Ŀ", + "ØŃ Ø¬Ø±", + "ĠÄij á»ķ", + "ĠìĿĺ íķ´", + "à¸ļ à¹Īà¸Ńย", + "Ġ×Ķ ×Ļ׾×ĵ", + "ãģ¨ãģª ãģ£ãģŁ", + "Ġ×Ĺ×ķ ×ķת", + "Ġש×Ļר×ķת ×Ļ", + "Äħ cy", + "س رÙĬ", + "K Ä°", + "פ ׳×ķ", + "ÑģÑĤÑĢÑĥк ÑĤÑĥÑĢ", + "ÑĤ ÑĢÑĥд", + "Ġ×Ķ קר", + "Ġ×Ķקר ×ķ×ij", + "Ġth áºŃm", + "èģŀ ãģį", + "ÙĤÙĪ ÙĬ", + "клÑİÑĩ ен", + "ÑĤе Ñħ", + "ÑĤеÑħ нолог", + "è¡Į ãģ£ãģŁ", + "Ġ×ķ×IJ ×Ļף", + "ĠÅŁek lin", + "ĠÅŁeklin de", + "r ô", + "ÑĢ ог", + "Ġнов Ñĭе", + "Ġס ×ij×Ļ×ij", + "Ġtecn ologÃŃa", + "ס ׼", + "×¡×Ľ ×ķ×Ŀ", + "ĠÅŀ ub", + "ĠÅŀub at", + "Ġ×Ķ×ŀ ׾×IJ", + "Ġwy pos", + "Ġwypos aż", + "ãģ¯ ä½ķ", + "ãĤ¬ ãĥ³", + "ê° ĸ", + "Ġкак ие", + "Ġçocuk lar", + "Ġ׾צ ×ĵ", + "Ġkay ıt", + "ĠмеÑģÑĤ е", + "Ùħ دÙĬÙĨØ©", + "Ġ׼ ×Ĵ", + "Ġ׼×Ĵ ×ķף", + "ãģĹãģ¦ ãĤĭ", + "ĠÙħا ÙĬÙĪ", + "ãģ£ãģ¦ãģĹãģ¾ ãģ£ãģŁ", + "ĠпÑĢогÑĢамм Ñĭ", + "à¹ģล à¸Ļà¸Ķà¹Į", + "ãĥ¯ ãĤ¤", + "ער ×ķ×¥", + "Ñģ ид", + "ĠB öyle", + "Ġì²ĺ ìĿĮ", + "Ġת פק×Ļ×ĵ", + "ĠTr ên", + "íĥ Ī", + "ĠÐłÐ¾ÑģÑģ ий", + "ĠÐłÐ¾ÑģÑģий Ñģкой", + "Ġs Ãłn", + "Ġrè gle", + "ĠyaklaÅŁ ık", + "à¹Ģล ิà¸ģ", + "Ġد ائÙħ", + "Ġ×ķ ×Ĵ", + "اب ر", + "Ġb è", + "ĠاÙĦ ÙĤدÙħ", + "ĠÑĢеÑĪ ениÑı", + "hi ên", + "ÑĤи к", + "Ä Ħ", + "à¸ļรร ยาà¸ģ", + "à¸ļรรยาà¸ģ าศ", + "רצ ×ķף", + "åĭķ ãģį", + "ĠGä ste", + "Ġ기 본", + "ĠÙĬ عرÙģ", + "ĠS á»Ń", + "gÅĤ ÄĻb", + "à¹Ģà¸Ń ส", + "×IJ×ŀ ×Ļף", + "Ġп Ñĥнк", + "ĠпÑĥнк ÑĤ", + "Ġ×Ļ×ķ×ĵ ×¢×Ļ×Ŀ", + "ãĤ« ãĥ©ãĥ¼", + "Ġ×ijס ×ĵר", + "Ġbu á»ĵn", + "й ÑĤ", + "йÑĤ еÑģÑĮ", + "ãĤĴ æ±ĤãĤģ", + "Ġ×IJת ׼×Ŀ", + "Ġ모 르", + "ظ رÙĪÙģ", + "Ñĩ еÑģÑĤво", + "ìĸ´ ìĦľ", + "Ġод на", + "Ġkap ı", + "Ġëħ¸ ëł¥", + "ĠKü che", + "ĠاÙĦت Ø´", + "Ø· ÙĬب", + "ĠíĬ¹ íŀĪ", + "ĠвÑĭп ÑĥÑģ", + "ĠвÑĭпÑĥÑģ к", + "×ĵ ת×Ļ", + "Ġu ÄŁ", + "ĠuÄŁ ra", + "ائ Ùĩا", + "Ġtho át", + "ãģª ãĤĤãģ®", + "Ñij ÑĢ", + "기 ê°Ģ", + "ĠgeliÅŁ me", + "تØŃ ÙĤ", + "تØŃÙĤ ÙĤ", + "Ġоп аÑģ", + "б ÑĢоÑģ", + "ห ุ", + "หุ à¹īà¸Ļ", + "ì¼ Ģ", + "ãĤ¹ ãĥŀ", + "ãĤ¹ãĥŀ ãĥĽ", + "Ø£ Ùģر", + "Ø£Ùģر اد", + "ĠTh á»±c", + "Ġth ắ", + "ãĥªãĥ³ ãĤ¯", + "Ġni á»ģm", + "ĠHö he", + "عÙħ ار", + "ÙĥÙĪر ÙĪÙĨ", + "ÙĥÙĪرÙĪÙĨ ا", + "ĠÄIJ ến", + "ĠÑģам ом", + "ĠÑĤ еле", + "ĠÄijo án", + "à¸Ħวามà¸Ħิà¸Ķ à¹Ģหà¹ĩà¸Ļ", + "Ġд иÑģк", + "Ø£ Ø·ÙģاÙĦ", + "ม ารà¹Į", + "à¸Ĺ หาร", + "à¸Ĺ à¸Ļ", + "Ġب عÙĬد", + "ĠاÙĦÙĩ ÙĨد", + "åĩº ãģĹãģ¦", + "Ġkar de", + "Ġkarde ÅŁ", + "×Ķ×Ļס×ĺ ×ķר", + "×Ķ×Ļס×ĺ×ķר ×Ļ×Ķ", + "éģ¸ ãģ³", + "ع اÙħÙĦ", + "à¸Ĥ ยาย", + "Ġtü rl", + "Ġtürl ü", + "ĠìĿ¼ ìĿ´", + "Ġmaté ria", + "Ġ׼׾ ×ķ×ŀר", + "ãĥģãĥ£ ãĥ¼", + "جÙħ اعة", + "ĠÑģво им", + "Ø¥ÙĤ اÙħØ©", + "ä¾ĭ ãģĪãģ°", + "س اب", + "Ø¢ خر", + "ÙĤ دÙĬر", + "×IJ×ŀ ×Ļ", + "ìĸ »", + "Ġ׳×ķס פת", + "ĠÐĴ лад", + "ĠÐĴлад им", + "ĠÐĴладим иÑĢ", + "Ġest ará", + "ãģĵãģĨ ãģĦãģĨ", + "ãĤĴ 使çĶ¨", + "มา à¸ķร", + "มาà¸ķร à¸IJาà¸Ļ", + "ãģ£ãģ ½", + "Ġn ú", + "Ġnú i", + "ย าà¸ĩ", + "ĠاÙĦج ÙĨس", + "Ġüst ün", + "ëľ »", + "ãĤ» ãĥ«", + "ãģ¦ãģĦ ãģįãģ¾ãģĻ", + "Ġ×Ĺ ×ķ×ĸ", + "Ġ×Ĺ×ķ×ĸ ר", + "ĠÐĵ лав", + "à¹Ĥà¸Ĭ à¸Ħ", + "íı IJ", + "ÙĨت ظر", + "Ġ×Ĵ ×ij×Ļ", + "ع ÙĤب", + "int ér", + "intér êt", + "×ŀ פ×Ĵ", + "×ŀפ×Ĵ ש", + "Ġth ù", + "اÙģ ت", + "Ġ×ŀש פ", + "Ġ×ŀשפ ×ĺ×Ļ", + "ĠÙħ ÙĪاÙĤع", + "è¦ ļ", + "è¦ļ ãģĪ", + "×ĵ ×Ļף", + "à¹Ģรืà¹Īà¸Ńà¸ĩ ราว", + "ãģ¾ ãģĤ", + "Ġgh ế", + "иÑĢÑĥ ÑİÑĤ", + "à¸ģ ว", + "à¸ģว à¹īาà¸ĩ", + "Ġпов еÑĢ", + "ĠповеÑĢ Ñħ", + "ĠповеÑĢÑħ ноÑģÑĤ", + "׳ ×ĵר", + "Ġкон ÑĨе", + "Ġдолж на", + "Ġ×Ļש ×Ļר", + "acaģı z", + "ìĹ Ķ", + "Ġn ÃŃvel", + "Ġö r", + "Ġör nek", + "Ùĥ Ùģ", + "ĠФедеÑĢ аÑĨии", + "Ġ구 ìĦ±", + "หัว à¹ĥà¸Ī", + "ĠV áºŃy", + "м ед", + "мед и", + "меди ÑĨин", + "медиÑĨин Ñģк", + "از ÙĬ", + "×Ĵ×ij ×ķ׾", + "ÑĦ ÑĢ", + "Ġzus ätzlich", + "à¸ģ à¸ģ", + "ĠاÙĦاÙĤتصاد ÙĬØ©", + "Ġh è", + "lu ÄŁun", + "ج Ùİ", + "à¹Ħà¸Ł ลà¹Į", + "ÄIJ T", + "ãģĿãģ® ä»ĸ", + "à¸Ĺิ à¹īà¸ĩ", + "ĠاÙĦØ£ ÙĪ", + "ر سÙħ", + "æ°Ĺ ãģ¥", + "ìĿ´ ë©°", + "ÑĮ ев", + "ص Ø·", + "ĠاÙĦاست Ø«", + "ĠاÙĦاستث Ùħار", + "à¸Ńา à¸Ħาร", + "ĠÑĤоÑĩ но", + "ĠV ân", + "à¸Ń ร", + "à¸Ńร à¹Īà¸Ńย", + "ĠاÙĦس ÙĨØ©", + "Ġc Æ°á»Ľi", + "×Ļ×Ķ ף", + "íį ¼", + "話 ãģĹ", + "âĹ ĭ", + "ĠìķĬ ìĿĢ", + "ãĥ¡ ãĥ¼ãĤ", + "ãĥ¡ãĥ¼ãĤ «", + "ãĥ¡ãĥ¼ãĤ« ãĥ¼", + "ĠÑĤеп ло", + "å½¼ ãĤī", + "ĠÄ° z", + "ĠÄ°z mir", + "íĻ į", + "Ġr ượ", + "Ġrượ u", + "æĢĿãģĦ åĩº", + "ĠPh ạm", + "Ġchá u", + "צ×Ļ ×ķת", + "ĠìĿ¼ 본", + "ìĤ¬ ëĬĶ", + "ĠÑģозд ан", + "Ġar acı", + "Ġ×¢ ר", + "Ġער ×Ļ׼×Ķ", + "ĠíķĺëĤĺëĭĺ ìĿĺ", + "dzi ÅĤ", + "à¸Ľà¸£à¸° à¸ĺาà¸Ļ", + "Ġser ÃŃa", + "ĠìŀĪ ëıĦë¡Ŀ", + "در ج", + "íķľëĭ¤ ëĬĶ", + "à¸Ńา à¸Ĺ", + "à¸Ńาà¸Ĺ ิà¸ķ", + "à¸Ńาà¸Ĺิà¸ķ ยà¹Į", + "ÑĤелÑĮ нÑĭй", + "ĠØ® دÙħات", + "×ŀ׳ ×ĺ", + "Ġl ược", + "ĠS Ãłi", + "ĠÙĪ اض", + "ĠÙĪاض ØŃ", + "غ از", + "ĠdoÄŁ al", + "Ġ×ijש ×Ŀ", + "Ġд лин", + "ĠØ¥ طار", + "Ġ×ijס פר", + "ãĤĴ ä¸İ", + "ãĤĴä¸İ ãģĪ", + "Ġë²ķ ë¥ł", + "ĠÑĥ вели", + "ĠÑĥвели Ñĩи", + "ส à¹Ħà¸ķ", + "สà¹Ħà¸ķ ลà¹Į", + "à¹Ħ à¸ģล", + "×ij׊ף", + "ĠìĿ´ íĽĦ", + "Ġm unic", + "Ġmunic ÃŃpio", + "تÙħ Ø«ÙĦ", + "ĠÄij áo", + "H ôtel", + "Ġl á»Ńa", + "ĠÄij ẳng", + "Ñĩ ки", + "Ø´ رÙĪ", + "شرÙĪ Ø·", + "ĠìĿ´ 를", + "ÙĬ Ùĭا", + "×ŀ׾ ×ļ", + "×ŀ×Ķ ×Ļר×ķת", + "ĠобÑıз аÑĤелÑĮ", + "ĠобÑıзаÑĤелÑĮ но", + "é nergie", + "Ġmud ança", + "Ġm ụ", + "Ġmụ n", + "Ġn º", + "ĠاÙĦت عا", + "ĠاÙĦتعا ÙĪÙĨ", + "ĠاÙĦاجتÙħاع ÙĬØ©", + "Ġп лаÑģÑĤ", + "Ġëĵ± ìĿĺ", + "ãĥIJãĤ¤ ãĤ¯", + "Ùĩج ÙĪÙħ", + "ĠSa úde", + "Ġì¤ijìļĶ íķľ", + "Ġ×Ķצ ×Ļ×ij×ķר", + "תק ף", + "ĠاÙĦعاÙĦÙħ ÙĬ", + "ĠболÑĮÑĪ ой", + "ĠÙĥ ÙĦÙħ", + "ĠÙĥÙĦÙħ Ø©", + "ãģ®ãģ§ãģ¯ãģªãģĦ ãģ§ãģĹãĤĩãģĨãģĭ", + "ĠÙħ باراة", + "Ġש×IJ ׳", + "Ġש×IJ׳ ×Ĺ׳×ķ", + "ãĤ¹ãĤ¿ ãĤ¤ãĥ«", + "ĠSa ÄŁ", + "ĠSaÄŁ lık", + "Ġh Æ°", + "׳ ×Ĺ×Ķ", + "Ġ×ij קר×ij", + "Ø· عÙħ", + "ห ิà¸Ļ", + "à¸Ĺุà¸ģ วัà¸Ļ", + "à¸Ħรัà¹īà¸ĩ à¸Ĺีà¹Ī", + "ĠlÃł nh", + "Ġdonn é", + "ãģĽ ãģĦ", + "جز ÙĬرة", + "доÑĢ ож", + "ì¼ ľ", + "تÙĨظ ÙĬÙģ", + "ãĥģ ãĥ§", + "Ġald ıģı", + "ج اج", + "ĠÑĤ омÑĥ", + "à¸Ľ ิ", + "Ġ×ijר שת", + "ãģıãģªãĤĬ ãģ¾ãģĻ", + "ĠпÑĢин ÑĨип", + "Ġ׊׾×ķ", + "ëı ¼", + "×ķ×Ĵ ש", + "س س", + "à¸Ľ ู", + "Ġh ầu", + "æĦŁãģĺ ãĤĭ", + "ï¼ ´", + "د ÙĪا", + "ĠÑģм ог", + "scri ção", + "Ġth áºŃn", + "Ġר ×ķ×IJ×Ķ", + "обÑĢаж ен", + "ĠاÙĦتج ارÙĬØ©", + "Ø· بÙĬع", + "jÄħc Äħ", + "íĸī ìľĦ", + "Ġнов Ñĭй", + "Ġ×ŀ ×Ĺ×ĵש", + "æĮ¯ ãĤĬ", + "gu é", + "Ġ×IJ ×Ļר×ķ×¢", + "Ġ×IJ×Ļר×ķ×¢ ×Ļ×Ŀ", + "ĠاÙĦ Ø°Ùĩب", + "×ĵ ×IJ", + "ت اÙĨ", + "ãģł ãģĹ", + "à¸Ńั à¸ķรา", + "à¹Ĥ à¸Ī", + "بÙĦ اد", + "×Ķ×Ļ ×Ļ׳×ķ", + "ĠÑģп е", + "ĠÑģпе ÑĨиалÑĮно", + "ĠÅĽwi ata", + "ãĤĵãģ§ãģĻ ãĤĪ", + "شر ÙĥØ©", + "ĠpÅĤ yt", + "Ġsitu é", + "Ġ׼×IJ ׾×Ķ", + "ס ×ijר", + "Ġkaż d", + "Ġkażd ym", + "ãĤĴæĮģ ãģ¤", + "׾×Ķ ׾", + "׾×Ķ׾ ף", + "ĠwÅĤ as", + "ĠwÅĤas ne", + "ĠsaÄŁ lan", + "×ŀ×¢ ׾×Ķ", + "ĠاÙĦا ÙĪÙĦ", + "ìĹIJìĦľ ëıĦ", + "×IJ×Ļר ×ķפ×Ķ", + "تÙĤ ÙĨÙĬØ©", + "Ùħ ائ", + "Ùħائ Ø©", + "Ġcompañ ÃŃa", + "Ġsü rek", + "Ġsürek li", + "ĠиÑģ кÑĥÑģ", + "ĠиÑģкÑĥÑģ ÑģÑĤв", + "ĠB ürger", + "ת ×Ĺר", + "ת×Ĺר ×ķת", + "à¸ŀรà¹īà¸Ńม à¸ģัà¸ļ", + "Ø´ Ùħ", + "à¸ĸืà¸Ń วà¹Īา", + "è¾¼ ãĤĢ", + "ä¼ij ãģ¿", + "ĠاÙĦØ£ ب", + "ĠÑģÑĤоим оÑģÑĤÑĮ", + "ĠпÑĢав а", + "may ın", + "ห วย", + "ĠاÙĦØ· بÙĬعÙĬ", + "à¸Ĺีà¹Ī à¸ŀัà¸ģ", + "ĠEst á", + "Ñĭва ÑİÑĤ", + "ب سÙĬ", + "بسÙĬ Ø·", + "Ġ×ij×¢ ×ijר", + "åı¯èĥ½ ãģ§ãģĻ", + "Ġ×ĵ ×ķ׾", + "Ġ×ĵ×ķ׾ ר", + "Ùĩ Ùİا", + "воÑĢ оÑĤ", + "ãģ¦ ãģĦãģ¾ãģĹãģŁ", + "à¹Ĥà¸Ĺร ศ", + "à¹Ĥà¸Ĺรศ ั", + "à¹Ĥà¸Ĺรศั à¸ŀ", + "à¹Ĥà¸Ĺรศัà¸ŀ à¸Ĺà¹Į", + "Ġק ׳", + "ĠاÙĦØ« ÙĨ", + "ĠاÙĦØ«ÙĨ ائÙĬØ©", + "Ġco ût", + "à¸ķิà¸Ķ à¸ķัà¹īà¸ĩ", + "Ġö rg", + "Ġörg üt", + "ĠاÙĦØ® ÙĦÙĬ", + "ĠاÙĦØ®ÙĦÙĬ ج", + "Ġb á»įn", + "×ķ׾×ķ×Ĵ ×Ļ", + "ëŀ ľ", + "ĠÐij олÑĮ", + "ĠÐijолÑĮ ÑĪ", + "×Ĵ ×ijר×Ļ×Ŀ", + "ÙĤ ÙĬد", + "×ij×Ļ×ĺ ×ķ×Ļ", + "æīĵ ãģ¡", + "Ġol muÅŁ", + "f äh", + "fäh ig", + "ล าà¸Ļ", + "ĠÙĤ طر", + "ש פ×Ķ", + "èªŃ ãĤĵãģ§", + "à¸Ĥ วา", + "Ġchi ếm", + "ãĤ¤ãĥ³ ãĤ¿", + "ãĤ¤ãĥ³ãĤ¿ ãĥ¼ãĥ", + "ãĤ¤ãĥ³ãĤ¿ãĥ¼ãĥ į", + "ãĤ¤ãĥ³ãĤ¿ãĥ¼ãĥį ãĥĥãĥĪ", + "Ġ׾ש×ŀ ×ķר", + "Ġت رÙĥ", + "ĠترÙĥ ÙĬا", + "ר ×ķ×ĺ", + "ãģ¨æĢĿ ãģĦãģ¾ãģĹãģŁ", + "ĠاÙĦت ÙĤ", + "Ġd Æ°", + "ãģ¦ãģıãĤĮ ãĤĭ", + "ãģĹãģŁ ãģĵãģ¨", + "Ġróż ne", + "ĠاÙĦØ· ÙģÙĦ", + "ĠPost é", + "Ġ×ŀש ×ķ×Ŀ", + "Ñį ÑĢ", + "ĠÑĢабоÑĤ аеÑĤ", + "ãĤ· ãĥª", + "ãĤ·ãĥª ãĥ¼ãĤº", + "Ġ×ij×Ķ ×Ĺ׾×ĺ", + "ק×Ķ ×Ļ׾×Ķ", + "ãĤ« ãĥ¡", + "ãĤ«ãĥ¡ ãĥ©", + "ï¼ ¯", + "ĠìĤ¬ ìĿ´", + "Ġk ì", + "Ġth Æ°á»Ľc", + "ض بط", + "ÙĤب ÙĪÙĦ", + "åĪ¥ ãģ®", + "Ġparticul ière", + "ĠÑģво ем", + "Ġ×¢ סק", + "Ġעסק ×Ļ×Ŀ", + "×ij×Ĺ ×Ļר×ķת", + "×ij ×Ļ׳×ķ", + "à¸ĭ à¸Ń", + "Ġ×¢ ×ķ×ijר", + "ãģłãģ£ãģŁ ãģ®ãģ§", + "ıld ıģı", + "Ùħ دار", + "Ùħدار س", + "주 ìĭľ", + "à¸Ńา ศ", + "à¸Ńาศ ัย", + "Ġt ấm", + "à¸ŀิ à¸Ī", + "à¸ŀิà¸Ī าร", + "à¸ŀิà¸Īาร à¸ĵา", + "ÑĤелÑĮ нÑĭе", + "Ñģк ÑĥÑİ", + "Ðľ Ðĺ", + "à¹Ģà¸ģ า", + "à¹Ģà¸ģา หล", + "à¹Ģà¸ģาหล ี", + "×ĵ ×Ĺ", + "à¹Ģà¸Ĭ ิà¸ĩ", + "Ġد ÙĤÙĬÙĤØ©", + "íķĻ ìĥĿ", + "Ġש×IJ ׾×Ķ", + "Ġcontr ôle", + "Ġsit uação", + "à¸Ĥà¸Ńà¸ĩ à¸ľà¸¹à¹ī", + "ÙĨ Ø·ÙĤ", + "ê³¼ íķĻ", + "หลาย à¸Ħà¸Ļ", + "Ġn ắng", + "ÙĤ Ùı", + "ì¡° ê±´", + "Ñ ķ", + "ãĥĥ ãģ¨", + "×ŀ ×Ļ׾×Ķ", + "Gr ün", + "×Ļ ×Ļ×¢", + "×Ļ×Ļ×¢ ×ķ×¥", + "×ŀ׳ ׼", + "ë ŃIJ", + "×ŀ×¢ ×ŀ×ĵ", + "สำ à¸Ļัà¸ģ", + "ج دد", + "à¸Ħ ัà¸Ķ", + "Ġ×Ķ×ŀש פ", + "Ġ×Ķ×ŀשפ ×Ĺ×Ķ", + "×ŀש ק׾", + "ÙĦ Ùı", + "Ġty tu", + "Ġtytu ÅĤ", + "ÑĪ ей", + "ĠìĿ¼ ë¶Ģ", + "ÑĪ ение", + "Ġph óng", + "ĠìĹŃ ìĤ¬", + "ãĤ« ãĥ³", + "Ġtú i", + "ĠÙĨ ÙĪÙģ", + "ĠÙĨÙĪÙģ Ùħبر", + "gr ün", + "ĠاÙĦØ´ ÙħاÙĦ", + "ÅĽwi adc", + "ÅĽwiadc zenie", + "ער ×Ķ", + "Ġ×¢ ×ķ×ij", + "Ġ×¢×ķ×ij ×ĵ×Ļ×Ŀ", + "×ĵ×ķ×Ĵ ×ŀ×IJ", + "ä»Ĭ ãģ¯", + "Ġv ão", + "ĠТ ем", + "Ñģ илÑĮ", + "Ġch ợ", + "Ùħ را", + "Ùħرا ÙĤب", + "à¹Ħมà¹Ī รูà¹ī", + "Ġر ائع", + "×IJ׳ ×Ĺ׳×ķ", + "สà¹Īà¸ĩ à¹Ģสริม", + "צ ×Ĺ", + "ĠìŀĪìĸ´ ìĦľ", + "Ġkur ulu", + "Ġkurulu ÅŁ", + "ĠÃĸ zellik", + "ĠÃĸzellik le", + "Ġת ×Ļק", + "Ġgh é", + "Ġspr zÄĻ", + "ĠsprzÄĻ t", + "ער ×ķת", + "را ØŃØ©", + "ãģ£ ãģį", + "ãģ£ãģį ãĤĬ", + "ĠìķĦ ëŀĺ", + "stit uição", + "Ġдолж но", + "×Ķ רש", + "×Ķרש ×ŀ×Ķ", + "×Ķ׾ ×ļ", + "ãģ¡ ãģª", + "ãģ¡ãģª ãģ¿", + "ãģ¡ãģªãģ¿ ãģ«", + "פ ×Ĺ×ĵ", + "ĠاÙĦج ÙħÙĬع", + "×ij×¢ ׾×Ļ", + "Ġtr ùng", + "Ġפ ת×Ĺ", + "×ŀ׾×Ĺ ×ŀת", + "ãĥĨ ãĥ¼ãĥ", + "ãĥĨãĥ¼ãĥ ŀ", + "Ùħ تاب", + "Ùħتاب عة", + "Ġ모 ìĬµ", + "ÙĬ ص", + "åIJĪ ãģĨ", + "ĠY ap", + "ĠYap ı", + "ĠÑģ казаÑĤÑĮ", + "ëª °", + "à¸Ĺีà¹Ī สำà¸Ħัà¸į", + "ĠìĹĨ ìĬµëĭĪëĭ¤", + "Ġnh ắc", + "Ġülk eler", + "Ġмног ие", + "íķĺ ìħ¨", + "มาà¸ģ à¸Ĺีà¹Īสุà¸Ķ", + "à¸ģ à¹īา", + "à¸ģà¹īา ว", + "ĠÄ° yi", + "л еж", + "леж а", + "ãĤ¸ ãĥ§", + "à¸Ĺั à¸ŀ", + "ا ÙĪر", + "Ġ×Ĺ×ijר ×Ļ", + "Ġ׾ ש×Ŀ", + "ì² «", + "ĠT á»Ń", + "×ŀ ×ķ׳×Ļ", + "ÙĤ ÙĪد", + "à¸ģระ à¹Ģà¸Ľ", + "à¸ģระà¹Ģà¸Ľ à¹ĭ", + "à¸ģระà¹Ģà¸Ľà¹ĭ า", + "ĠпÑĢоблем Ñĭ", + "Ġaç ıs", + "Ġaçıs ından", + "Ġ×Ķ×ŀ ׼", + "ĠÙħع ظÙħ", + "ÙĤÙĬ اس", + "ĠпÑĢод олж", + "ĠпÑĢодолж а", + "Ġver diÄŁi", + "ĠпÑĢед меÑĤ", + "ãģĦãģ¾ãģĻ ãģĮ", + "ĠëĶ° 른", + "ĠاÙĦ ÙĤÙĬاÙħ", + "ĠØ¥ÙĦÙĬ Ùĩا", + "Т ÐIJ", + "п оз", + "ãĤ· ãĥ¥", + "ä¸ĬãģĮ ãĤĬ", + "à¹Ģà¸Ķิม à¸ŀัà¸Ļ", + "à¸ģุ ล", + "ØŃر ÙĬØ©", + "ק×ij×ķצ ×ķת", + "ë¯ ¿", + "ĠاÙĦÙħ ÙĨا", + "ĠاÙĦÙħÙĨا Ø·ÙĤ", + "ĠвÑĭп ол", + "ĠвÑĭпол нÑı", + "ãĥĭ ãĤ¢", + "Ġê²° êµŃ", + "×Ĺ ×ķ×ŀ", + "×Ĺ×ķ×ŀ ר×Ļ×Ŀ", + "ĠУкÑĢа инÑĭ", + "ห à¸Ńม", + "ר ×Ļס", + "ĠÑħоÑĤ ел", + "ĠобÑĢаз ованиÑı", + "Ġkh ẳng", + "Ġm Æ°a", + "Ġgör me", + "Ġgüç lü", + "سع Ùī", + "มัà¹Īà¸Ļ à¹ĥà¸Ī", + "íķĺ ê²łìĬµëĭĪëĭ¤", + "Ġпол Ñĥ", + "Ġfün f", + "ãģ¨æĢĿ ãģ£ãģ¦ãģĦãģ¾ãģĻ", + "Ġê·¸ê²ĥ ìĿĢ", + "ĠdÃ¼ÅŁÃ¼n ce", + "ìŀ ł", + "ĠH Æ°á»Ľng", + "ĠTi á»ĥu", + "Ġç ift", + "ãģij ãģ°", + "à¸Īà¸Ļ à¸ĸึà¸ĩ", + "à¸Ĺำ à¹Ħà¸Ķà¹ī", + "ĠìŀIJ ì²´", + "Ġd õ", + "Ġdõ i", + "à¸Ī ัà¸Ļ", + "à¸Īัà¸Ļ à¸Ĺ", + "à¸Īัà¸Ļà¸Ĺ รà¹Į", + "ece ÄŁini", + "׳×ķ×¢ ר", + "غ ار", + "ĠاÙĦØ£ÙħرÙĬ ÙĥÙĬ", + "داع Ø´", + "ĠбезопаÑģ ноÑģÑĤи", + "Ġб Ñİ", + "ĠбÑİ Ð´Ð¶", + "ĠбÑİдж еÑĤ", + "ãĥĬ ãĤ¤", + "à¸ŀà¸ļ วà¹Īา", + "da ÄŁ", + "×IJ ×ķפף", + "íĹ Į", + "ãĥĢãĤ¤ ãĤ¨", + "ãĥĢãĤ¤ãĤ¨ ãĥĥãĥĪ", + "ĠëĮĢ íĨµ", + "ĠëĮĢíĨµ ëł¹", + "D Ä°", + "Ø£ ØŃداث", + "ĠA ÄŁ", + "ĠAÄŁ ust", + "ĠAÄŁust os", + "ØŃÙĦ ÙĪÙĦ", + "Ġw ÅĽ", + "ĠwÅĽ ród", + "ĠÑģо оÑĤвеÑĤ", + "ĠÑģооÑĤвеÑĤ ÑģÑĤв", + "ĠÑģооÑĤвеÑĤÑģÑĤв ии", + "ĠLu áºŃt", + "Ġ׼׾ פ×Ļ", + "Ġв еÑī", + "ĠвеÑī еÑģÑĤв", + "ק ×Ļ×¥", + "ĠبÙĩ ذا", + "عا Ø´", + "à¹Ģà¸Ľà¹ĩà¸Ļ à¹Ģรืà¹Īà¸Ńà¸ĩ", + "Т Ðķ", + "Ġ×ij×IJ ×Ļ׳×ĺר׳×ĺ", + "س عد", + "Ġ×Ķ×ĺ ×Ļפ×ķ׾", + "פ ×Ļס", + "à¸ĩà¹Īาย à¹Ĩ", + "ĠGer ät", + "׾ ×Ļ×ĵ×Ķ", + "ĠÑĢ иÑģк", + "׾ק ×Ĺ", + "н наÑı", + "ר ×Ļ×ĵ", + "п ÑĢакÑĤи", + "пÑĢакÑĤи к", + "à¸Ĥัà¹īà¸Ļ à¸ķà¸Ńà¸Ļ", + "à¸Ļà¹Īา รัà¸ģ", + "larınız ı", + "à¸Ńà¸Ļุ à¸įา", + "à¸Ńà¸Ļุà¸įา à¸ķ", + "ĠzdjÄĻ cia", + "Ġb ây", + "Ñģ ÑĢ", + "ÑģÑĢ оÑĩ", + "ãĥĭ ãĥ³ãĤ°", + "Ġö ner", + "Ġöner i", + "Ġнов ÑĭÑħ", + "دع ÙĪØ©", + "Ġg ắn", + "ĠاÙĦÙĦ بÙĨ", + "ĠاÙĦÙĦبÙĨ اÙĨÙĬ", + "ãĥĨãĤ£ ãĥ¼", + "Ġص ØŃÙĬØŃ", + "ем ÑĭÑħ", + "çĸ² ãĤĮ", + "ĠпÑĢо иÑģ", + "ĠпÑĢоиÑģ ÑħодиÑĤ", + "ส à¸ķิ", + "ĠT ết", + "Ġ×Ķ׾ ׾×ķ", + "à¹Ģรืà¹Īà¸Ńà¸ĩ à¸Ļีà¹ī", + "×ŀ×ij ׳×Ķ", + "Ġconte údo", + "Ġا خت", + "Ġاخت ÙĬار", + "Ùħ سÙĦ", + "ÙħسÙĦ سÙĦ", + "ëı Ī", + "Ġ׾ ×Ļ×ĵ", + "à¸ŀิ à¸ĺี", + "ĠÑģов Ñģ", + "ĠÑģовÑģ ем", + "ãģĮãģĤãĤĬ ãģ¾ãģĹãģŁ", + "Ġsó ng", + "Ø¥ صÙĦاØŃ", + "ë§ ģ", + "Ùģ ÙĬر", + "ĠJe żeli", + "ìłľ ëıĦ", + "d ÅĤug", + "ìĥģ ìĿĦ", + "Ġc áºŃn", + "Ġhá»į p", + "Ø£ ست", + "أست اذ", + "Ġ×ŀ ×Ļש×Ķ", + "Ġ×ŀ×Ļש×Ķ ×ķ", + "Ġd Ãły", + "Ġch Ãłng", + "ãģ¡ãĤĥãĤĵ ãģ¨", + "ĠÄij ám", + "Ġsw ój", + "Ġpoder á", + "ĠоÑĤлиÑĩ а", + "Ġpéri ode", + "ünd ig", + "×ĺ×¢ ף", + "ÑģÑĤÑĢо иÑĤелÑĮ", + "ר ת×Ļ", + "Ġ×Ļ×Ķ ×Ļ×ķ", + "׾ ס", + "ĠاÙĦÙħÙĨ زÙĦ", + "à¸Ļิ à¹īว", + "иÑĦ ика", + "иÑĦика ÑĨи", + "ðŁĺ ī", + "Ġad ına", + "ãĢĤãĢĤ ãĢĤ", + "×IJ ×Ļף", + "ס ×Ļר", + "ĠÙĬ عد", + "çŃĶ ãģĪ", + "اÙĦ جز", + "اÙĦجز ائر", + "енÑĮ к", + "ร ห", + "รห ัส", + "ĠTürk çe", + "ê¾ ¸", + "Ġ×Ļ ×ķ׼׾", + "Ġש ×ķ׳×Ķ", + "Ġ×ij×ŀ צ×ij", + "ĠдейÑģÑĤв иÑĤелÑĮно", + "ĠبأÙĨ Ùĩ", + "×ŀק ×ĵ", + "Ġ×Ķש ק", + "Ø®ÙĬ ارات", + "Ġf ı", + "Ġfı rs", + "Ġfırs at", + "ëij ĺ", + "ĠìĦľ ìļ¸", + "Ġ×Ķ×Ĵ ×ķ×£", + "ر عا", + "رعا ÙĬØ©", + "ĠK ết", + "к Ñģи", + "ĠÑĥÑģлÑĥг и", + "ноÑģÑĤ ей", + "ìļ´ ëıĻ", + "ĠобÑĬ Ñı", + "ĠобÑĬÑı вл", + "н еж", + "×Ķפ ×ļ", + "Ġ×ij×¢ ×Ļ׳×Ļ", + "ëĨ Ĵ", + "ĠпÑĢоÑĨ ед", + "ĠпÑĢоÑĨед ÑĥÑĢ", + "Ġiht iy", + "Ġihtiy acı", + "Ġë°Ķ ëŀį", + "Ġë°Ķëŀį ëĭĪëĭ¤", + "à¸ģล ัว", + "ĠÑģл ожно", + "ק×Ļ ×Ļ×ŀת", + "ĠÄIJ ình", + "ĠÙħ ÙĦÙģ", + "Ġà¹Ĥà¸Ķย มี", + "Ġkat kı", + "تØŃ ÙĪÙĬÙĦ", + "à¹Ħ à¸ŀ", + "ĠH á»į", + "ñ e", + "Ġдо Ñħод", + "Ġtho ải", + "íķĺìŬ ìķ¼", + "ãĤ¹ãĥĿ ãĥ¼ãĥ", + "ãĤ¹ãĥĿãĥ¼ãĥ Ħ", + "ĠG òn", + "Ġk è", + "Ġkè m", + "éĢ² ãĤģ", + "ãĤ¹ ãĥ¼ãĥ", + "ãĤ¹ãĥ¼ãĥ ij", + "ãĤ¹ãĥ¼ãĥij ãĥ¼", + "ĠgiÃł u", + "ĠØ¥ عادة", + "Ġ׾ ×ķק", + "Ġ׾×ķק ×Ĺ", + "ĠÑħоÑĩ еÑĤ", + "×ĺ ׾×ķ×ķ", + "×ĺ׾×ķ×ķ ×Ļ×ĸ", + "×ĺ׾×ķ×ķ×Ļ×ĸ ×Ļ×Ķ", + "Ġth uyết", + "ãģĿãĤĮ ãģ§", + "Ġvard ı", + "à¹Ħร à¹ī", + "ع بد", + "ĠRep ública", + "ãĥ¼ãĤ¿ ãĥ¼", + "Ġ×ŀ×IJ ×ķת", + "à¹Ħà¸Ľ à¹ģลà¹īว", + "Ġyapıl acak", + "ãĤ¹ãĤ¿ ãĥ¼ãĥĪ", + "ãģ» ãģ¼", + "Ġko ÅŁ", + "ĠмаÑĤ еÑĢи", + "Ġsiè cle", + "ĠاÙĦÙħ ختÙĦÙģ", + "ĠاÙĦÙħختÙĦÙģ Ø©", + "Ġ׾ק ר×IJ", + "Ġ׾קר×IJ ת", + "Ġ×Ķפ ×ķ×¢×ľ", + "Ġt òa", + "Ġr Æ¡i", + "åij¨ ãĤĬ", + "à¸Ŀ à¸Ļ", + "j ÅĽÄĩ", + "ĠìķĬ ìĿĦ", + "اÙĨت ÙĤاÙĦ", + "ëĸ ł", + "ив аеÑĤ", + "ãĥĪ ãĥ«", + "ĠاÙĦÙģÙĦسطÙĬÙĨ ÙĬØ©", + "à¸ģลà¹Īาว วà¹Īา", + "ا Ùĥت", + "ĠÃĸ l", + "ĠÑĢе ÑĪи", + "ĠÑĢеÑĪи л", + "Ġ׳×ķס פ×ķת", + "Ġìłķ ì¹ĺ", + "вл еÑĩен", + "Ùħر ØŃÙĦØ©", + "Ġcome ça", + "Ġy ık", + "ìĤ ´", + "à¸ĺ à¸Ļา", + "à¸ĺà¸Ļา à¸Ħาร", + "à¸Ńà¸Ļ า", + "à¸Ńà¸Ļา à¸Ħ", + "à¸Ńà¸Ļาà¸Ħ à¸ķ", + "Ġpeque ña", + "ä»ķ äºĭãĤĴ", + "Ġب Ø°ÙĦÙĥ", + "Ġнов ого", + "ãģĹãģ¦ ãģĦãģªãģĦ", + "ĠاÙĦÙħ ÙĬاÙĩ", + "à¸ģà¹ĩ à¹Ģà¸Ľà¹ĩà¸Ļ", + "Ġж ÑĥÑĢ", + "ĠжÑĥÑĢ нал", + "в еÑģ", + "خت ار", + "Ġ매 ìļ°", + "ĠM ã", + "ĠавÑĤомаÑĤ Ñĭ", + "ضع Ùģ", + "ĠاÙĦÙģ Ùĥر", + "ãģ§ãģĻ ãģ®ãģ§", + "ãĥ¡ãĥ³ ãĥIJãĥ¼", + "Ġк ÑĢÑĥг", + "ĠاÙĦسÙĦ طة", + "à¸Ħรัà¹īà¸ĩ à¹ģรà¸ģ", + "à¸ģระà¸Ĺ รว", + "à¸ģระà¸Ĺรว à¸ĩ", + "ÑĨ ов", + "éķ· ãģĦ", + "大ãģį ãģĦ", + "Ġgeç miÅŁ", + "ìĦ± ìĿ´", + "Ġצר ×Ļ׼×Ķ", + "Ġм оÑī", + "ĠмоÑī н", + "Ġק ×Ļש", + "Ġק×Ļש ×ķר×Ļ×Ŀ", + "ĠNas ıl", + "г ÑĢан", + "Ġ×ŀ ×ķצר×Ļ×Ŀ", + "Ġ×ŀס ×ķ×Ĵ", + "Ġy ür", + "Ġyür üt", + "Ġ׾׊צ×ķ", + "×ķÖ ¼", + "ĠìŀĪ ìĹĪëĭ¤", + "Ġter ör", + "ĠTh Æ°Æ¡ng", + "ĠÙĪ ÙĬÙħ", + "ĠÙĪÙĬÙħ ÙĥÙĨ", + "ج ÙĪÙĨ", + "ĠÙĪغÙĬر Ùĩا", + "×ŀ פ×ķ", + "×Ĵ×ķר ×ŀ×Ļ×Ŀ", + "׼×ij ×Ļש", + "ĠاÙĦÙĦ غ", + "ĠاÙĦÙĦغ Ø©", + "شر Ùĥ", + "ĠاÙĦر اب", + "ĠاÙĦراب ع", + "ĠпÑĢ ек", + "ĠпÑĢек ÑĢаÑģ", + "ĠпÑĢекÑĢаÑģ н", + "Ġenerg ÃŃa", + "ק×ĵ ×ŀ×Ļ", + "ãģıãģª ãģ£ãģŁ", + "ĠÄij ứ", + "ĠÄijứ a", + "Serv i", + "Servi ço", + "Ġkald ır", + "åĥį ãģį", + "Ġод еж", + "Ġодеж д", + "물 ìĿĦ", + "ãģĿãģĨ ãģ§", + "ãģĮãģĤ ãĤĮãģ°", + "ìĻ ķ", + "צ×ĵ ק", + "Ġart ır", + "Ġile ti", + "Ġileti ÅŁim", + "ãĤĪãģĨ ãģ§", + "ãĥĪ ãĥ¼", + "ãĤ¢ ãĥĭ", + "ãĤ¢ãĥĭ ãĥ¡", + "×ĺ×Ļ ×Ļ׾", + "ãĥķ ãĥªãĥ¼", + "ãĥĿ ãĥ³", + "ÐŁÑĢ о", + "Ġع اÙĦÙĬØ©", + "ĠÃ¶ÄŁ ret", + "ĠÃ¶ÄŁret men", + "ĠкаÑĩеÑģÑĤв а", + "Ġ×Ķ×ĺ ×ij×¢", + "Ġзна Ñİ", + "ãģ¦ ãģıãĤĭ", + "Ġm ừng", + "ÙħÙĪ ت", + "ש ×ķ×ŀר", + "×Ĺ׾ ×ij", + "Ġwzgl ÄĻ", + "ĠwzglÄĻ du", + "ë²Ī 째", + "Ġtá» ĵ", + "Ġtá»ĵ n", + "ãĥ¯ãĥ¼ ãĤ¯", + "Ġpo życz", + "Ġpożycz k", + "×Ļ ×ķצר×Ļ×Ŀ", + "Ùĥر Ùħ", + "Ġг аÑĢ", + "ĠгаÑĢ ан", + "ĠгаÑĢан ÑĤи", + "ล à¹īาà¸ĩ", + "Ġìĺģ íĻĶ", + "×ĺ ×Ļס", + "Ġth ẻ", + "ĠìŀĪëĭ¤ ê³ł", + "اÙĦت ز", + "اÙĦتز اÙħ", + "Ġна ÑĪи", + "is ée", + "ãģĵãĤĮ ãĤĴ", + "Ġm ẽ", + "ض ÙĦ", + "بÙĪ ت", + "Ġ׼ ׼×Ķ", + "h ợ", + "ĠاÙĦس ÙĪرÙĬØ©", + "Ġ×ľ×¢ ×ķ×ŀ", + "Ġ×ľ×¢×ķ×ŀ ת", + "ĠbaÅŁ ar", + "ĠbaÅŁar ılı", + "е ÑģÑĤÑĮ", + "à¸Ħร ี", + "à¸Ħรี ม", + "ĠìłĦ ì²´", + "ĠسÙĬ ÙĥÙĪÙĨ", + "Ġ×ŀ×ĵ ×ķ×¢", + "ĠëķĮ문 ìĿ´ëĭ¤", + "Ġc ứng", + "ger ät", + "Ġм иÑĢ", + "ĠмиÑĢ е", + "ĠÙĥÙĬÙģ ÙĬØ©", + "Ġפר ×ĺ×Ļ×Ŀ", + "Ġgo ÅĽci", + "иÑĤ еÑģÑĮ", + "ÑĥÑĪ ки", + "ؤ ÙħÙĨ", + "Ġ×IJ ׼ף", + "ĠاÙĦر جÙĦ", + "Ġl á»įc", + "à¹Ģรีย à¸ģวà¹Īา", + "ãģĵãģ® ãĤĪãģĨãģª", + "ë§Į íģ¼", + "Ġп еÑĩ", + "ÙĪÙĦ ات", + "ĠÃľ ye", + "liÄŁ inde", + "à¸Ħะ à¹ģà¸Ļ", + "à¸Ħะà¹ģà¸Ļ à¸Ļ", + "ãĤĭãģĵãģ¨ ãģ¯", + "วิ à¹Ģà¸Ħร", + "วิà¹Ģà¸Ħร าะ", + "วิà¹Ģà¸Ħราะ หà¹Į", + "Ġвозмож ноÑģÑĤи", + "ĠاÙĦÙĨ ساء", + "ãĥīãĥ© ãĥŀ", + "Ġgü c", + "Ġgüc ü", + "Ġt Æ°á»Ŀng", + "Ġacomp aña", + "ãĤ¤ ãĥ©", + "ק צ×ij", + "ĠY ö", + "ĠYö net", + "ĠYönet im", + "สัม à¸ľ", + "à¸ªà¸±à¸¡à¸ľ ัส", + "à¸Ļ าม", + "ĠÄij ợi", + "à¹ģหà¹Īà¸ĩ à¸Ĭาà¸ķิ", + "ãģĿãĤĮ ãģ§ãĤĤ", + "ät ig", + "ת ×ķ×Ŀ", + "ĠbaÅŁ lat", + "ĠвÑģ ей", + "ת ×Ļק", + "ת×Ļק ×ķף", + "ĠNg ô", + "ĠGesch ä", + "ĠGeschä fts", + "Ø£ Ùħ", + "Ø£Ùħ راض", + "à¹Ģà¸Ĺ à¸Ħà¸Ļ", + "à¹Ģà¸Ĺà¸Ħà¸Ļ ิ", + "à¹Ģà¸Ĺà¸Ħà¸Ļิ à¸Ħ", + "Ġм енÑĮ", + "ĠменÑĮ ÑĪе", + "Ġöl ç", + "Ġölç ü", + "ĠÙĬ جعÙĦ", + "ĠÄij ỡ", + "ש ×Ļ׾", + "ש×Ļ׾ ×ķ×ij", + "ĠGr Ã¶ÃŁe", + "ĠÙĩ اتÙģ", + "รà¹īาà¸Ļ à¸Ńาหาร", + "×Ķ׾ ×Ļ׼", + "×Ķ׾×Ļ׼ ×Ļ", + "иÑĢÑĥ ÑİÑī", + "èĭ¥ ãģĦ", + "ĠÃĸ zel", + "ãģĦãģŁ ãĤī", + "à¸Ħำ à¸ĸาม", + "Ġzosta ÅĤy", + "Ġ×Ķס ×Ļפ×ķר", + "×Ķ ×ķ׾", + "×Ķ×ķ׾ ×ļ", + "à¹Ģà¸Ĭà¹Īà¸Ļ à¸ģัà¸Ļ", + "à¹Ĥ à¸Ĩ", + "à¹Ĥà¸Ĩ ษ", + "à¹Ĥà¸Ĩษ à¸ĵา", + "×IJר צ×ķת", + "×Ĵר פ×Ļ", + "Ġao ût", + "ĠÙĬ رÙĬد", + "ت ÙĪج", + "تÙĪج ÙĬÙĩ", + "ĠÑįÑĤ ап", + "ãĤ¹ãĤ¿ ãĥ³", + "Ġkr ó", + "Ġkró tk", + "ãĤĴ使 ãģĨ", + "ì ·¨", + "éĸ¢ ãĤı", + "à¸Ķà¹īวย à¸Ħวาม", + "à¸Ļำ à¹Ģสà¸Ļà¸Ń", + "Ġa yrıca", + "à¸Ī à¹īาà¸ĩ", + "ĠÑĦоÑĤ огÑĢаÑĦ", + "Ġв еÑĩ", + "ĠвеÑĩ еÑĢ", + "åĩº ãģĹãģŁ", + "ĠÐ¥ о", + "Ġ×ŀ ר×Ĵ×Ļש", + "à¹ĥหà¹ī à¹Ģà¸Ľà¹ĩà¸Ļ", + "ãĤĴ 缮", + "ãĤĴ缮 æĮĩ", + "׾ ×ŀ×Ļ×Ŀ", + "nÄħ ÅĤ", + "ĠÑģÑĤ анд", + "ĠÑģÑĤанд аÑĢÑĤ", + "ĠSü d", + "ĠT âm", + "اخت بار", + "à¹Ģà¸ģ à¸Ńรà¹Į", + "Ùħس رØŃ", + "Ġbi á»ĩn", + "ب Ùı", + "Ġص اÙĦ", + "ĠصاÙĦ ØŃ", + "ĠPh ụ", + "íľ ´", + "ãĥ¬ãĥĵ ãĥ¥ãĥ¼", + "Ġbụ ng", + "Ġrég ime", + "ĠØ£ Ø´Ùĩر", + "ĠÑĢабоÑĤ ник", + "à¸Ŀ ัà¸Ļ", + "اع تÙħ", + "اعتÙħ اد", + "Ġзам еÑĤ", + "ãģ¾ ãģ£ãģ¦", + "Ġch ặt", + "æĿ¥ ãĤĭ", + "ĠاÙĦÙĤ ÙĪات", + "ãģ«åħ¥ ãģ£ãģ¦", + "تØŃ Ø§ÙĦÙģ", + "Ùħ زÙĬد", + "ĠÙĬ صÙĦ", + "ìĹ ¼", + "à¹Ģà¸Ĭ à¹ĩ", + "à¹Ģà¸Ĭà¹ĩ à¸Ħ", + "Ġk á»ĭ", + "Ġká»ĭ p", + "ĠìķĦ ì§ģ", + "×IJ׳ ×Ĵ", + "Ġобла ÑģÑĤÑĮ", + "Ġpomoc Äħ", + "Ġ×ķ ש׾", + "ëĵł ì§Ģ", + "ĠGi ám", + "ĠSt ück", + "Ġchá y", + "ĠëĤĺ ìĺ¤", + "ש ×Ļ×ĺת", + "×ŀ×ĵ ר", + "×ŀ×ĵר ×Ļ×ļ", + "Ġsüre ç", + "к ва", + "×ij׾ ×Ļ×Ŀ", + "×Ķ ת×Ļ", + "×Ķת×Ļ ×Ļ×Ĺס", + "ÙĤب اÙĦ", + "Ġס ×ķ×Ĵ", + "Ġס×ķ×Ĵ ×Ļ", + "ÑģÑĤ олÑĮ", + "ä½ķ ãĤĤ", + "×ĸ׼ ×ķר", + "è²· ãģĨ", + "å®ī ãģı", + "à¸Ħรัà¹īà¸ĩ à¸Ļีà¹ī", + "kö p", + "ĠÑģеÑĢ виÑģ", + "оÑĩ нÑĭÑħ", + "ê±° ëŀĺ", + "تأ Ùĥ", + "تأÙĥ ÙĬد", + "×ĵ ׾ק", + "Ġпо Ñĩем", + "ĠпоÑĩем Ñĥ", + "пиÑģ аÑĤÑĮ", + "×ij שר", + "ĠH Ãłng", + "ĠT ìm", + "Ġtr ừ", + "ãĤ» ãĥĥãĤ¯ãĤ¹", + "×ķ׳ ×Ĵ", + "mız da", + "п Ñģи", + "ĠìŀĪ 기", + "Ġr út", + "ز اÙĨ", + "تÙĨ ÙĪع", + "ÙħÙĤ ا", + "ÙħÙĤا ÙĪÙħØ©", + "Ġ׾צ ×ķר×ļ", + "Ġ×ij ×Ļר×ķש׾×Ļ×Ŀ", + "ãĥ´ ãĤ£", + "eb ile", + "ebile ceÄŁi", + "ãĥ¦ ãĥ¼ãĤ", + "ãĥ¦ãĥ¼ãĤ ¶", + "ãĥ¦ãĥ¼ãĤ¶ ãĥ¼", + "ãĤĴä½ľ ãĤĭ", + "Ñģ меÑĢ", + "ÑģмеÑĢ ÑĤ", + "Ġì§ ģ", + "Ġì§ģ ìłij", + "ĠÐŁ аÑĢ", + "ØŃ Ø§Ø¶", + "ØŃاض ر", + "Ùħ ÙĥاÙģ", + "ÙħÙĥاÙģ ØŃØ©", + "ล ิà¸Ļ", + "ãģ¦ ãģįãģ¦", + "ÑĢоÑģ л", + "ĠÄ°ÅŁ te", + "ÙĤص ÙĬر", + "Ġ×ij×Ĵ ×Ļ׾", + "Ġ×ŀת ×IJ×Ļ×Ŀ", + "Ġ×Ķ ×Ĺ×ĵ", + "Ġ×Ķ×Ĺ×ĵ ש×Ķ", + "ר ×ķ×¢", + "Ġprodukt ów", + "ĠÙħ صدر", + "не ÑĨ", + "ĠاÙĦعÙħÙĦ ات", + "Ġçık ma", + "Ġد بÙĬ", + "ק ×Ļף", + "ת ×IJר", + "ת×IJר ×Ļ×ļ", + "׳×Ļ ×Ļ×ĵ", + "صر اع", + "l ève", + "צ ×Ļר", + "à¸Ķ ัà¸Ļ", + "à¹ĥหà¹ī à¹Ħà¸Ķà¹ī", + "ãĤ¿ãĤ¤ ãĥł", + "Ġgi ảng", + "С ÐŁ", + "ĠاÙĦÙħ ØŃÙĦ", + "ĠاÙĦÙħØŃÙĦ ÙĬØ©", + "ĠT ất", + "׾ ×ķ×ĺ", + "h á»ķ", + "Ġam éric", + "Ġaméric ain", + "Ġ×ijש׾ ×ij", + "Ġ׾×IJ ×ķ×ŀ×Ļ", + "Ġpe ça", + "ĠÑĢаз нÑĭÑħ", + "ãģĦãĤĭ ãģ¨", + "ãĥĩ ãĥ³", + "ס קר", + "Ġ×Ķ×ŀ×Ĺ ×Ļר", + "ãģ¨ãģĦãģĨ ãĤĤãģ®", + "رت بط", + "ĠиÑģÑĤ оÑĩ", + "ĠиÑģÑĤоÑĩ ник", + "สมัà¸Ħร สมาà¸Ĭิà¸ģ", + "Ġ à¸Ĺัà¹īà¸ĩ", + "Ġà¸Ĺัà¹īà¸ĩ à¸Ļีà¹ī", + "ĠT áºŃp", + "ãģ£ãģ¦ ãģĦãģĨ", + "ĠاÙĦÙĪ صÙĪÙĦ", + "Ġdéc ada", + "Ġо ÑĦоÑĢм", + "ĠоÑĦоÑĢм лен", + "สำหรัà¸ļ à¸ģาร", + "Ġog óln", + "ãģĨãģ¡ ãģ«", + "Ġvá rias", + "ãģĻãģİ ãĤĭ", + "ÙĪ Ùĩا", + "à¹Ĥà¸Ľà¸£ à¸Ķ", + "ĠÐłÐ¾ÑģÑģ иÑı", + "人 ãĢħ", + "ãģĹãģ¦ ãģįãģŁ", + "Ġsı rasında", + "Ġng ôn", + "س ÙĨØ©", + "تÙħ تع", + "×ŀ׼ ×ij×Ļ", + "Ġnh ấn", + "×¢ ×ŀ×Ļ×ĵ", + "á» ¨", + "ж иÑĤÑĮ", + "ãĤī ãģĽ", + "gr áf", + "gráf ica", + "ĠÙĤ ÙĪÙĦ", + "ĠÙĤÙĪÙĦ Ùĩ", + "ëĭ¨ ì²´", + "ห à¹īา", + "หà¹īา ม", + "使 ãģ£ãģ¦", + "ת ×Ļ×ij", + "ת×Ļ×ij ת", + "i á»ĥu", + "à¹ģ à¸Ĭม", + "à¹ģà¸Ĭม à¸Ľ", + "à¹ģà¸Ĭà¸¡à¸Ľ à¹Į", + "Ạ¬", + "ĠëĤĺ ëĿ¼", + "ĠÙħباشر Ø©", + "Ġtr Äĥm", + "سÙĥ ÙĪ", + "ĠاÙĦØ° Ùī", + "Ġbi ç", + "Ġbiç im", + "ت راجع", + "Ġоб еÑģп", + "ĠобеÑģп еÑĩ", + "ĠобеÑģпеÑĩ ива", + "Ġвозд ÑĥÑħ", + "Ñĭв аÑĤÑĮ", + "ÙĦ ØŃÙĤ", + "ĠMü dü", + "ĠMüdü rl", + "ĠMüdürl Ã¼ÄŁÃ¼", + "Ġyapt ır", + "Ġפר ס", + "Ġפרס ×ķ×Ŀ", + "Ø· ÙĪر", + "ÑģÑĤв оваÑĤÑĮ", + "ìŀ¥ ìĿĦ", + "à¸Ĺีà¹Īà¸Ķี à¸Ĺีà¹Īสุà¸Ķ", + "à¸Ńั ล", + "ÑĢ Ñİ", + "Ùħست ÙĤبÙĦ", + "Ñģл ÑĥÑĪ", + "ÑģлÑĥÑĪ а", + "èªį ãĤģ", + "Ġ׾ ×Ļ×ŀ", + "Ġ׾×Ļ×ŀ ×ķ×ĵ×Ļ", + "ת ש×ķ×ij", + "תש×ķ×ij ×ķת", + "ĠgerçekleÅŁtir il", + "ĠاÙĦ اتÙģاÙĤ", + "ĠÑĥÑĢов не", + "ĠÑĤ ÑĢав", + "Ġ×Ķ×ŀ ×ķף", + "ØŃÙģ اظ", + "ĠÙħ ÙIJ", + "ĠÙħÙIJ ÙĨ", + "ĠÙħÙIJÙĨ ÙĴ", + "Ġdem ás", + "×ŀ×ķ×ĸ ×Ļק×Ķ", + "ש ×Ļ×Ĺ×Ķ", + "Ġb ú", + "алÑĮ нÑĭм", + "ãĤı ãģŁ", + "ãĤıãģŁ ãģĹ", + "ĠاÙĦÙħÙĪ اد", + "ת ׼׳", + "×ª×Ľ×ł ×ķף", + "ãĥŃ ãĥĥãĤ¯", + "hi ếu", + "ĠÑĥ ме", + "ÙħØŃا ÙĪÙĦØ©", + "×IJ ×ķשר", + "Ġкон кÑĥÑĢ", + "ĠконкÑĥÑĢ Ñģ", + "Ġ×ŀ ×ij×Ĺ", + "Ġ×ŀ×ij×Ĺ ×Ļ×ł×ª", + "Ġan lam", + "Ġanlam ı", + "Ġli á»ĩt", + "Ġв Ñħод", + "ĠH ình", + "ĠÙĨ ÙĬ", + "ĠÙĨÙĬ ÙĪز", + "ãĤ¸ãĥ£ ãĥ¼", + "×ij ×Ļ×¥", + "ÑĤелÑĮ нÑĭÑħ", + "à¸Ĺุà¸ģ à¸Ńยà¹Īาà¸ĩ", + "ĠkiÅŁ inin", + "Ø£ Ùĥثر", + "ĠиÑģÑĤоÑĢ ии", + "Ġë³Ģ íĻĶ", + "פ׾ ס×ĺ", + "×¤×ľ×¡×ĺ ×Ļ׳×Ļ", + "ĠÑģ еÑĤ", + "ĠÑģеÑĤ и", + "dıģ ımız", + "íķĺ ëıĦë¡Ŀ", + "×Ķ ר", + "×Ķר ×ij×Ķ", + "ãģĻãĤĭãģĵãģ¨ ãģ¯", + "Ġphi ếu", + "تØŃ Ø³ÙĬÙĨ", + "ĠÅĽ rod", + "ĠÅĽrod ow", + "ĠÅĽrodow isk", + "ĠÑĢаÑģ Ñħод", + "بر ÙĬد", + "Ġر ÙĬ", + "ĠرÙĬ اÙĦ", + "Ġ×ķ ׼×ļ", + "ì§Ģ ìļĶ", + "׼ ×ŀ×ķ", + "Ġ×¢×ľ ×Ļ×Ķ×Ŀ", + "f ÃŃcio", + "Ġkar arı", + "tıģ ını", + "ĠС ов", + "ĠСов еÑĤ", + "ãģĬéĩij ãĤĴ", + "м еждÑĥ", + "междÑĥ на", + "междÑĥна ÑĢод", + "междÑĥнаÑĢод н", + "Ġm á»Ŀi", + "ĠاÙĦØ¥ ÙĬر", + "ĠاÙĦØ¥ÙĬر اÙĨÙĬ", + "ĠاÙĦرÙĪ سÙĬ", + "ص ÙĨد", + "صÙĨد ÙĪÙĤ", + "ĠاÙĦØ¥ÙĨ ترÙĨت", + "Ġt ắm", + "ĠÑĤак ого", + "Ġ×ij ׾×ķ×Ĵ", + "Ġü crets", + "Ġücrets iz", + "×Ĺ×ĸ ×Ļר", + "ìĸ´ ìķ¼", + "ĠPh ần", + "ï¼ ľ", + "Ġ×ĺ ×ij×¢", + "Ġ×ĺ×ij×¢ ×Ļ", + "×IJ×ŀ ×IJ", + "اÙĤ ÙĦ", + "Ġcondi ções", + "ÙĤات ÙĦ", + "ĠÑĢезÑĥлÑĮÑĤаÑĤ е", + "ĠÑģво ими", + "צ×ij ×Ļ×¢", + "gé ni", + "Ġz es", + "Ġzes po", + "Ġzespo ÅĤ", + "ÑĪ ив", + "Ġפר×ĺ×Ļ ×ķת", + "Ùħست Ø´Ùģ", + "ÙħستشÙģ Ùī", + "شر ع", + "Ġko ÅĽci", + "Ġ×Ķ×IJ ×Ļ׳×ĺר׳×ĺ", + "ĠЧ еÑĢ", + "поÑĩ ÑĤ", + "Ġactiv ités", + "çŁ¥ ãģ£ãģ¦", + "Ġ×ij ×ĸ×Ķ", + "Ġyüz den", + "ãģªãĤĬ ãģ¾ãģĽãĤĵ", + "Ġíĺ ¹", + "Ġíĺ¹ ìĿĢ", + "Ġ×ŀש ׳×Ķ", + "ĠÐĴ еÑĢ", + "Ġ×ij×IJ×ķת ×ķ", + "éĿ¢ çĻ½", + "éĿ¢çĻ½ ãģĦ", + "شر ØŃ", + "gr ünde", + "Ùģ Ø´", + "ÙģØ´ ÙĦ", + "Ġsé jour", + "ë´ IJ", + "Ġr ôle", + "Ø´ عار", + "ем Ñĭе", + "ĠاÙĦج سÙħ", + "алÑĮ ное", + "Ġìĥģ íĥľ", + "ï¼ ¤", + "ë¯Ģ ë¡ľ", + "ĠÙĨ ÙĤØ·", + "ĠÙĨÙĤØ· Ø©", + "ãģĿãģĨ ãģł", + "ãģĻãĤĭ ãģ®ãģĮ", + "ห ู", + "Ġnh á»ĭ", + "Ġeconóm ica", + "ס×ĺ ×ķ×ĵ", + "ס×ĺ×ķ×ĵ ׳×ĺ", + "มี à¹Ĥà¸Ńà¸ģาส", + "Ġgest ão", + "รูà¹ī วà¹Īา", + "Ġlo ạt", + "ĠاÙĦÙħ Ùı", + "ĠاÙĦØŃ ÙħÙĦ", + "ĠاÙĦعÙħÙĦ ÙĬØ©", + "Ġê²ĥ ëıĦ", + "ĠÐľÐ¾Ñģк ва", + "ק×ĺ ×ķר", + "Ġпод ÑĢоб", + "ĠподÑĢоб н", + "Ġl Æ°ng", + "ت Ùģس", + "تÙģس ÙĬر", + "ĠاÙĦ بع", + "ĠاÙĦبع ض", + "ئ ت", + "Ðķ ÐĿ", + "ìĹ° 구", + "à¹ĥหà¹ī à¸Ħุà¸ĵ", + "ãģĤãĤĬ ãģ¾ãģĹãģŁ", + "Ġbir ka", + "Ġbirka ç", + "ĠÄ° sl", + "ĠÄ°sl am", + "çĹĽ ãģ¿", + "Ġh ảo", + "Ġм аÑı", + "ĠiÅŁ çi", + "ש ×", + "×©× ģ", + "à¸ģาร à¹Ģมืà¸Ńà¸ĩ", + "×ķ×Ķ ר", + "Ġch ó", + "ëĨ Ģ", + "Ġyan lı", + "Ġyanlı ÅŁ", + "幸 ãģĽ", + "×IJר×Ĵ ×ķ׳×Ļ", + "à¸Ńาà¸Ī าร", + "à¸Ńาà¸Īาร ยà¹Į", + "ĠинÑĦоÑĢм аÑĨиÑİ", + "Ðĵ Ðŀ", + "׳ ×Ĺש", + "ĠìķĮ ìķĦ", + "ĠÑħаÑĢакÑĤеÑĢ иÑģÑĤ", + "ĠÑħаÑĢакÑĤеÑĢиÑģÑĤ ик", + "à¸Ħุà¸ĵ สามารà¸ĸ", + "è¦ĭ ãģĪãĤĭ", + "à¸Ĭัà¸Ķ à¹Ģà¸Ī", + "à¸Ĭัà¸Ķà¹Ģà¸Ī à¸Ļ", + "ĠdziaÅĤ al", + "ĠdziaÅĤal noÅĽci", + "à¹Ĥà¸ŀ สà¸ķà¹Į", + "ĠÐļ ол", + "ĠÙģ ÙĩÙĬ", + "Ġ×ŀ פ׳×Ļ", + "Ġ×Ķק שר", + "Ùħر Ùĥ", + "ÙħرÙĥ ز", + "Ġho á", + "Ġа пп", + "Ġапп аÑĢаÑĤ", + "Ġp ami", + "Ġpami ÄĻ", + "ĠpamiÄĻ ta", + "Ġç ünkü", + "×ĵ ×ķף", + "ãģ¯ ãģĵãģ¡ãĤī", + "ĠM Ãł", + "ĠÙĬ ÙĤدÙħ", + "ĠпÑĢ ез", + "ĠпÑĢез иденÑĤ", + "à¸Ńุ à¸ķ", + "à¸Ńุà¸ķ สา", + "à¸Ńุà¸ķสา ห", + "à¸Ńุà¸ķสาห à¸ģรรม", + "ì§Ģ ìĽIJ", + "Ġ×IJפשר ×ķת", + "sch üt", + "schüt z", + "ĠTi ên", + "Ġsay ılı", + "ĠгÑĢÑĥпп Ñĭ", + "оÑĩ нÑĭй", + "Ġ×ľ×¢ ×ŀ×ķ×ĵ", + "Ġwr zeÅĽ", + "ĠwrzeÅĽ nia", + "ĠÄIJ ầu", + "à¹Ģà¸Ĥà¹īา รà¹Īวม", + "nız da", + "Ø®ÙĬ ص", + "Ġgü nc", + "Ġgünc el", + "ĠÙĦÙĩ Ø°Ùĩ", + "ĠÙĬ عتبر", + "lé gi", + "ãĤı ãģĭãĤĭ", + "Ġr ừng", + "ظ Ùĩ", + "ظÙĩ ÙĪر", + "Ġ×ŀ×ij ×Ļף", + "Ġ기 íĥĢ", + "åĪĩ ãĤĮ", + "lan mÄ±ÅŁ", + "à¸Ĺีà¹Ī มีà¸Ħวาม", + "Ġh á»ģ", + "ت ÙĪجÙĩ", + "ĠاÙĦØ¥ دارة", + "Ġú til", + "ס פ×ķ", + "à¸Ħวาม รัà¸ģ", + "à¹Ĥ ฮ", + "Ġпол иÑĤ", + "ĠполиÑĤ ик", + "Ġsat ın", + "ĠÅŀ imdi", + "×ŀ ×ķר×Ļ×Ŀ", + "ìķĺ ëĭ¤", + "×Ĺ ×ķ×ķ", + "×Ĺ×ķ×ķ ×Ļ×Ķ", + "à¸Ħà¸Ńม à¸ŀิ", + "à¸Ħà¸Ńมà¸ŀิ ว", + "à¸Ħà¸Ńมà¸ŀิว à¹Ģà¸ķà¸Ńรà¹Į", + "Ġا ذا", + "تخ اذ", + "ãĤ¨ ãĥ«", + "Ġpossibilit é", + "ยืà¸Ļ ยัà¸Ļ", + "Ġü nivers", + "Ġünivers ite", + "ĠاÙĦد ÙĪرÙĬ", + "ĠìķĬëĬĶ ëĭ¤", + "ĠìĦľ ë¡ľ", + "ØŃ Ø§ÙĦ", + "Ġë ¨", + "Ġë¨ ¼", + "Ġ먼 ìłĢ", + "à¸Ĺีà¹Ī à¸ĸูà¸ģ", + "ì§ ľ", + "Ġsk óry", + "лÑĮ ÑĨ", + "à¹ĥà¸Ĭà¹ī à¹Ģวลา", + "×ijק שת", + "ĠØ° ÙĪ", + "æĹ¥ ãĢħ", + "ĠкоÑĤоÑĢ ÑĥÑİ", + "ĠÑĥÑĢов енÑĮ", + "ê¹ ¨", + "à¹Ħ à¸Ĺ", + "ãĤµ ãĥĹãĥª", + "ãĤ¸ ãĥ§ãĥ³", + "ãģĻ ãģ¹ãģį", + "ĠG ór", + "ãĥĪ ãĤ¤", + "ãĥĪãĤ¤ ãĥ¬", + "ĠyaÅŁ ama", + "Ġdá»ĭ p", + "Ġb ữa", + "à¸ĭ ุ", + "Ġöl üm", + "ãģ£ãģ¦ ãģıãĤĭ", + "à¸ģาร à¸Ħà¹īา", + "ש ער", + "ĠÑĤип а", + "Ġг еÑĢ", + "ĠгеÑĢ о", + "רק ×¢", + "Ġu waż", + "Ġuważ a", + "ש×ŀ ף", + "Ġhast alık", + "ãĤıãĤĮ ãĤĭ", + "ba ÅŁÄ±", + "Ñĩ ÑĤо", + "Ġ×ij ×ŀר׼×ĸ", + "Ġìļ°ë¦¬ ìĿĺ", + "ĠÙĥاÙĨ ÙĪا", + "ĠØ£ بر", + "Ġأبر ÙĬÙĦ", + "ì¸ µ", + "à¹Ħà¸Ĥ à¹Ī", + "ĠÙĪ ÙĦÙĪ", + "à¸Ĺ ัว", + "à¸Ĺัว รà¹Į", + "ĠÙĪØ£ Ùĥد", + "à¸Ĭ วà¸Ļ", + "׾ ×ķק", + "æį ¨", + "æį¨ ãģ¦", + "Ġİç in", + "p éri", + "Ġy al", + "Ġyal nız", + "ÑĮÑı н", + "Ġg ắng", + "à¸ģà¹ĩ ยัà¸ĩ", + "ĠУкÑĢа ин", + "ĠÑģ ами", + "ĠпÑĢовед ен", + "à¸ķà¸ģ à¹ģà¸ķà¹Īà¸ĩ", + "ĠQu ân", + "é paration", + "ĠbaÅŁ ında", + "Ġzn ale", + "Ġznale ź", + "Ġznaleź Äĩ", + "ãĤ± ãĥ¼", + "ãĥİ ãĥ¼", + "à¸ĸูà¸ģ à¸ķà¹īà¸Ńà¸ĩ", + "ëª ¸", + "Ġëı Į", + "ĠëıĮ ìķĦ", + "ĠSch üler", + "Ġпод гоÑĤов", + "ĠподгоÑĤов к", + "ع رÙĪ", + "عرÙĪ ض", + "la ÅŁtır", + "ĠÑģоÑģÑĤав лÑıеÑĤ", + "ĠпÑĢоиз вод", + "ĠпÑĢоизвод ÑģÑĤва", + "ĠоÑģнов е", + "ĠØ´ ÙħاÙĦ", + "à¸ģร ี", + "ĠgörÃ¼ÅŁ me", + "оÑĩ ек", + "Ġ×Ĺ×ijר ×Ļ×Ŀ", + "ÙħØ® اط", + "Ùħخاط ر", + "ï¼ Ń", + "ר פ×IJ", + "ĠM ẹ", + "ยà¸Ńม รัà¸ļ", + "Ġv ết", + "Ø® Ø°", + "ĠاÙĦت Ø·", + "ĠاÙĦتط بÙĬÙĤ", + "à¸Ļ ึà¸ģ", + "Ġ×Ķ ×Ľ×ł×¡×ª", + "ĠогÑĢ ани", + "ĠогÑĢани Ñĩен", + "ĠÃĩ alÄ±ÅŁ", + "ĠاÙĦÙħÙĨت دÙī", + "à¸Īำà¸Ļวà¸Ļ มาà¸ģ", + "ĠÑĤоÑĢ ÑĢ", + "ĠÑĤоÑĢÑĢ енÑĤ", + "ĠìĤ´ ìķĦ", + "à¸ŀลัà¸ĩ à¸ĩาà¸Ļ", + "à¸Ĭ ัà¸Ļ", + "ĠÐIJн дÑĢ", + "Ġréalis é", + "×ŀש ×IJ", + "à¹ģ à¸Ĭ", + "à¹ģà¸Ĭ รà¹Į", + "Ġб ог", + "มา à¹ģลà¹īว", + "ĠاÙĦÙĨ ار", + "Ġolmad ıģı", + "×ĵ ×¢×Ķ", + "ĠÑĥ веÑĢ", + "ĠÑĥвеÑĢ ен", + "ãĤĭ ãĤĤãģ®", + "Ø£ د", + "أد ÙĪات", + "Ġ×Ķ×ĸ ×ķ×Ĵ", + "Ø¥ عÙĦاÙħ", + "h á»ı", + "ĠNä he", + "ĠÑĤ еÑģÑĤ", + "Ġ×ŀ ×ķ׼ר", + "Ġë¬¸ìłľ ê°Ģ", + "ת ×ķצ×IJ×Ķ", + "m ó", + "mó vel", + "ĠاÙĦتج ارة", + "Ġмног иÑħ", + "обÑī а", + "Ġ×¢ סק×Ļ", + "ĠEdu cação", + "ק ש×Ļ×Ŀ", + "é tabl", + "établ issement", + "Ġд еле", + "иÑĢÑĥ еÑĤÑģÑı", + "Ø¢ ثار", + "Ġ×Ķ×ŀ ר׼×ĸ×Ļ", + "ãĥIJ ãĥ«", + "ĠвÑģÑĤÑĢ еÑĩ", + "ãģĴ ãĤĭ", + "Ġci Äħ", + "ĠciÄħ gu", + "ÙĬ ست", + "à¸łà¸² ว", + "à¸łà¸²à¸§ ะ", + "Ø£ Ùħر", + "Ġо жи", + "Ġожи да", + "Ġ ủy", + "ãĥŀ ãĥ«", + "ر اس", + "оÑĩ ной", + "ת ×Ĵ×ķ×ij×ķת", + "تع رÙĬÙģ", + "ĠÑģо ÑĨиалÑĮно", + "ãĤĴ éĸĭ", + "ĠиÑģÑģлед ова", + "Ġd ú", + "Ġdú vida", + "Ġsk ÅĤ", + "ĠskÅĤ ada", + "Ġhä ufig", + "ĠвÑĭб ÑĢ", + "ĠвÑĭбÑĢ аÑĤÑĮ", + "ãģ®ãģ§ãģ¯ãģªãģĦ ãģĭ", + "ĠÑģ илÑĮно", + "ÑĤвеÑĢж ден", + "ר פ", + "רפ ×ķ×IJ×Ķ", + "æĢĿ ãģĦãģ¾ãģĻ", + "ØŃر ص", + "ש×ķת ×£", + "Ùħس جد", + "à¹Ĥà¸Ĭ วà¹Į", + "ем ÑģÑı", + "в ÑĪие", + "Ġм л", + "Ġмл н", + "Ġ׾×Ķ ×ij×Ļ×IJ", + "ĠÙĬ تعÙĦÙĤ", + "à¸ķ ูà¹ī", + "Ġп ÑĢаз", + "ĠпÑĢаз д", + "ĠпÑĢазд ник", + "Ġн ем", + "Ġнем ного", + "Ġs Ãłng", + "تÙĨ سÙĬ", + "تÙĨسÙĬ ÙĤ", + "Ġtá» Ŀ", + "Ġмед и", + "ãģ« æĪ", + "ãģ«æĪ »", + "à¸Ħว à¹īา", + "ãģĭ ãģijãĤĭ", + "×ij׾ ×ķת", + "ĠÑįк Ñģп", + "ĠÑįкÑģп еÑĢÑĤ", + "Ġдев ÑĥÑĪ", + "ĠдевÑĥÑĪ к", + "ĠØŃ Øµ", + "ÙĨØ´ Ø£", + "ãģĮãģĤãĤĭ ãģ®ãģ§", + "Ġت راÙħ", + "ĠتراÙħ ب", + "أس ÙĪاÙĤ", + "Ġ׾פ ׳×ķת", + "Ġا ï»·", + "ãģ« ãģı", + "ãģ«ãģı ãģĦ", + "ĠØ£ عÙĦÙī", + "Ġ׾×Ķ ×ŀש×Ļ×ļ", + "rä u", + "ש×ŀ ×Ļ×Ŀ", + "åĪĨ ãģij", + "ãģĻ ãģ§", + "ãģĻãģ§ ãģ«", + "×Ķ׾ ׼×Ķ", + "×Ĺ׾ ×Ļ×£", + "Ġì ±ħ", + "Ġì±ħ ìŀĦ", + "à¹Ģà¸Ī ริ", + "à¹Ģà¸Īริ à¸į", + "éģĬ ãģ³", + "ج سد", + "สา à¸ĺ", + "สาà¸ĺ าร", + "สาà¸ĺาร à¸ĵ", + "Ġbas ın", + "ÑĢаР³", + "г ад", + "Ġho ÅŁ", + "íķ µ", + "×ij×Ĺ ×Ļר×Ķ", + "×ŀס ×ļ", + "Ġìłľ íĴĪ", + "تÙħ ÙĪÙĬÙĦ", + "ĠL Æ°u", + "ë¡ľ ë¶ĢíĦ°", + "Ġп об", + "Ġпоб ед", + "ÙħÙĨ Ø°", + "常 ãģ«", + "ÙĤ س", + "ĠاÙĦÙħ صدر", + "ĠÙĪاÙĦ است", + "Ġkh ắp", + "ĠاÙĦج اÙĨب", + "Ġng uyá»ĩn", + "éĸĵ éģķãģĦ", + "ĠÑģÑĤ ÑĢа", + "ĠÑģÑĤÑĢа Ñħ", + "ĠÑģÑĤÑĢаÑħ ов", + "รี à¸ļ", + "Ġx Æ°Æ¡ng", + "Ġì° ¾", + "Ġì°¾ ìķĦ", + "Ġng ại", + "г ал", + "à¸ĭ ีà¹Ī", + "Ġ×ij פ×Ļ×Ļס×ij×ķק", + "Ц енÑĤÑĢ", + "Ġaval iação", + "Ġeconóm ico", + "×ĸ ף", + "ĠÐľ ак", + "Ġinter és", + "à¸ģล ิà¹Īà¸Ļ", + "ÑģÑĤÑĮ Ñİ", + "ĠÄij Æ°Æ¡ng", + "å¼· ãģı", + "ĠKh ách", + "à¹Ģà¸Ļืà¹īà¸Ń หา", + "ĠYaz ı", + "è²· ãģ£ãģ¦", + "Ðł Ðķ", + "à¹Ģà¸ŀิà¹Īม à¸Ĥึà¹īà¸Ļ", + "สม à¸ļู", + "สมà¸ļู รà¸ĵà¹Į", + "Ġм иÑĢов", + "×Ĵ ׳×Ļ×Ŀ", + "ĠÄij ức", + "à¸Ń ารà¹Į", + "ص اص", + "ãģĬ ãĤĪ", + "ãģĬãĤĪ ãģ³", + "ÃªÌ ī", + "ĠاÙĦÙħؤ تÙħر", + "ĠاÙĦÙħر ØŃÙĦØ©", + "สà¸Ńà¸ļ à¸ĸาม", + "Ġà¸Īาà¸ģ à¸Ļัà¹īà¸Ļ", + "Ġت عد", + "ãģĿãģ® ãģŁãĤģ", + "Ġkh áng", + "à¸Ļ ิà¸Ķ", + "ãĥĬ ãĥ³", + "ëĦ¤ ìļĶ", + "ĠاÙĦ اØŃت", + "ĠاÙĦاØŃت ÙĦاÙĦ", + "ìļ ķ", + "Ġмод ели", + "ĠпÑĢоÑĨ енÑĤ", + "à¸ŀวà¸ģ à¹Ģรา", + "Ġ×Ķצ ×ĵ", + "Ġ×Ķצ×ĵ ×ĵ×Ļ×Ŀ", + "ständ e", + "׳ ×Ĵר", + "Ġdot yc", + "Ġdotyc zÄħ", + "ĠdotyczÄħ ce", + "ĠÅĽ wiÄĻt", + "×ŀר ×Ķ", + "ãģĻãģĶ ãģĦ", + "ãĥĩãĤ£ ãĥ³ãĤ°", + "à¸ģาร สรà¹īาà¸ĩ", + "ë Ĥ¬", + "Ġì°¸ ìŬ", + "Ñģ Ñħ", + "ÑģÑħ ем", + "ÙħÙĪ س", + "Ġn ấu", + "Ġ׾×ŀ×¢ ׾×Ķ", + "à¹Ģà¸Ľ à¹īา", + "à¹Ģà¸Ľà¹īา หมาย", + "Ġmù i", + "ائ ز", + "íĽ Ī", + "×Ĺ×ij ×ķר×Ķ", + "à¸ľà¸¹à¹ī à¹ĥà¸Ĭà¹ī", + "Ġpa ź", + "Ġpaź dzi", + "Ġpaździ ern", + "Ġpaździern ika", + "ลà¸ĩ à¹Ħà¸Ľ", + "ÙĤ اع", + "Ġch áºŃm", + "Ġözellik leri", + "ĠÄIJ o", + "ĠÄIJo Ãłn", + "ж ение", + "Ġh ẳ", + "Ġhẳ n", + "ĠaÅŁ k", + "ï½ į", + "ãĥij ãĤ¹", + "×Ķ×ķר ×IJ×ķת", + "ĠÅ »", + "ĠÅ» y", + "×ŀ×ĸ ׾", + "ĠÑĥ кÑĢа", + "ĠÑĥкÑĢа ин", + "à¹Ģà¸Ĭ ิ", + "à¹Ģà¸Ĭิ à¸į", + "Ðł Ðĺ", + "ĠzwiÄħz ku", + "×Ķ×Ĺ׾×ĺ ת", + "ãĤĵãģ§ãģĻ ãĤĪãģŃ", + "ãģ¦ ãģĬãĤĬ", + "лож иÑĤÑĮ", + "×ŀ ×ķ׳×Ļ×Ŀ", + "ฮ ิ", + "ì° ¬", + "ĠاÙĦÙħØ´ ترÙĥ", + "ĠdÃ¼ÅŁ ük", + "аг енÑĤ", + "ĠاÙĦØ£ سبÙĪع", + "ĠÙĤ رÙĬب", + "ин д", + "инд ив", + "индив ид", + "индивид Ñĥ", + "индивидÑĥ алÑĮн", + "för der", + "Ġseç en", + "Ġseçen ek", + "Ġét ant", + "ĠлÑİб им", + "каз ÑĭваеÑĤ", + "ว ิà¸Ļ", + "Ġ×Ķ×ij ×IJ×Ļ×Ŀ", + "Ġд ов", + "Ġдов олÑĮ", + "ĠдоволÑĮ но", + "×¢×ĵ ×Ļ×£", + "Ġok re", + "Ġokre ÅĽ", + "ĠokreÅĽ lon", + "Ġت رÙĬد", + "à¹Ģมืà¹Īà¸Ń วัà¸Ļà¸Ĺีà¹Ī", + "ãĤĪ ãģĭãģ£ãģŁ", + "Cum h", + "Cumh ur", + "Cumhur ba", + "Cumhurba ÅŁ", + "CumhurbaÅŁ kan", + "CumhurbaÅŁkan ı", + "Ġn ợ", + "à¸ľà¸¹à¹ī à¹Ģลà¹Īà¸Ļ", + "Ġcompl ète", + "à¹Ģà¸ŀ ศ", + "د ÙIJ", + "Ġdü z", + "Ġdüz ey", + "ãģ§ãģĤãĤĭ ãģĵãģ¨", + "ext érieur", + "× ³", + "Ġinform ação", + "ãĤ¯ãĥª ãĥĭãĥĥãĤ¯", + "ĠPub li", + "ĠPubli é", + "ר ×ķ×ĵ", + "à¸Ħวาม à¸Ľà¸¥à¸Ńà¸Ķà¸łà¸±à¸¢", + "ĠØ£ÙĬ ض", + "ĠØ£ÙĬض Ùĭا", + "ت سبب", + "ãģ¤ ãĤĤãĤĬ", + "из ма", + "à¸Ĥึà¹īà¸Ļ à¹Ħà¸Ľ", + "Ùĥ ÙIJ", + "ÙĦ ÙĪÙħ", + "Ġש צר", + "Ġשצר ×Ļ×ļ", + "ãģ¯ ãĤĤãģ¡ãĤįãĤĵ", + "Ġк ан", + "Ġкан ал", + "ãģ«ãģª ãģ£ãģ¦ãģĦãģ¾ãģĻ", + "ĠاÙĦØ£ Ùĥثر", + "ت اØŃ", + "ÙĨت Ùĩ", + "ÙĨتÙĩ اء", + "ا ÙĪÙĬØ©", + "ĠBug ün", + "н Ñģкого", + "à¸Ķ à¹Īวà¸Ļ", + "é volution", + "ãģ£ãģ¦ ãģĦãģ¾ãģĹãģŁ", + "ãĤ ħ", + "ĠV Æ°Æ¡ng", + "à¸łà¸²à¸ŀ ย", + "à¸łà¸²à¸ŀย à¸Ļ", + "à¸łà¸²à¸ŀยà¸Ļ à¸ķรà¹Į", + "Ġ×Ķ צ׾×Ļ×Ĺ", + "ĠاÙĦإسÙĦاÙħ ÙĬ", + "ÙĦÙĬ ب", + "Ġed ição", + "ÑģÑĤÑĢ ел", + "Ġkh úc", + "ÙĨÙħÙĪ Ø°", + "ÙĨÙħÙĪØ° ج", + "׾ צ×Ķ", + "ÑģÑĤав ил", + "à¸ĸ า", + "สรà¹īาà¸ĩ à¸Ħวาม", + "ãģĦ ãģ£ãģ±", + "ãģĦãģ£ãģ± ãģĦ", + "ÑģÑĤав лен", + "ĠاÙĦ ÙĤدس", + "Ġng ược", + "ب Ø®", + "ส หร", + "สหร ั", + "สหรั à¸IJ", + "ĠØ£ غ", + "Ġأغ سط", + "Ġأغسط س", + "ãģĨ ãģ¾", + "ãģĨãģ¾ ãģı", + "ĠêµŃ ìłľ", + "ØŃض ار", + "Ġd ừng", + "æĬ¼ ãģĹ", + "ت ÙĪا", + "تÙĪا جد", + "ש×ŀ ×Ĺ×Ķ", + "ãģı ãĤĵ", + "Ġ×ij×¢ צ", + "Ġ×ijעצ ×Ŀ", + "×ŀ ׳×Ļ×ķת", + "×ķ ×Ļ×ĵ", + "×ķ×Ļ×ĵ ×IJ×ķ", + "à¸Ĭ ิà¸ĩ", + "Ġprac ÄĻ", + "Ġз аÑĤ", + "ĠзаÑĤ ем", + "ĠìŀIJ ìľł", + "Ġì¤ Ģ", + "Ġì¤Ģ ë¹Ħ", + "Ġb áºŃ", + "ĠbáºŃ c", + "Ġ×Ķ×ŀ צ×ij", + "ĠÙĤ ÙĬÙħØ©", + "à¹Ģà¸Ń à¹Ģà¸Ĭ", + "à¹Ģà¸Ńà¹Ģà¸Ĭ ีย", + "Ġperch è", + "ĠاÙĦع سÙĥر", + "ĠاÙĦعسÙĥر ÙĬØ©", + "ج ÙĬب", + "ëŀ µ", + "Ùħ Ùĩر", + "ÙħÙĩر جاÙĨ", + "Ùħ راÙĥ", + "ÙħراÙĥ ز", + "Ġод нако", + "à¸Ķี à¹Ĩ", + "Ġצ פ×ķ", + "Ġkullan ılan", + "Ġк ино", + "ãĥĨãĤ£ ãĥ³ãĤ°", + "ĠGi Ỽi", + "ت ÙĪز", + "تÙĪز ÙĬع", + "ย ิà¸Ļ", + "ยิà¸Ļ à¸Ķี", + "Ġc Åĵur", + "ĠiÅŁ aret", + "Ġ×ij×¢ ×ĸר", + "Ġ×ij×¢×ĸר ת", + "Ġп аÑĨи", + "ĠпаÑĨи енÑĤ", + "ãģ¿ãģŁãģĦ ãģ§ãģĻ", + "в ез", + "ли на", + "од е", + "Ġ×IJ×ķת ף", + "dıģ ınız", + "ĠÐIJ в", + "ĠÐIJв ÑĤоÑĢ", + "ï¼ ®", + "ĠC ần", + "ĠاÙĦا Ø®", + "ĠاÙĦاخ بار", + "Ġê±° ìĿĺ", + "Ġat enção", + "Ġgeld iÄŁi", + "ãĤª ãĤ¹", + "ãĤªãĤ¹ ãĤ¹", + "ãĤªãĤ¹ãĤ¹ ãĥ¡", + "ев Ñĭе", + "кÑĢÑĭ л", + "à¹Ģà¸Ĭ ียà¸ĩ", + "à¹Ģà¸Ĭียà¸ĩ à¹ĥหมà¹Ī", + "Ġmar ço", + "ĠاÙĦÙħ ادة", + "Ġг ол", + "Ġsprzeda ży", + "Ġíķ´ ê²°", + "ĠÐķ го", + "ê¹ Ģ", + "Ġ׾ק×ij׾ ת", + "ĠاÙĦÙģ ÙĨاÙĨ", + "Ġcomunic ación", + "à¹Ģสà¹īà¸Ļ à¸Ĺาà¸ĩ", + "íĺ ¹", + "à¸Ĭ ำ", + "à¸Ĭำ ระ", + "Ġ׼ ×IJ×ŀ", + "Ġ׼×IJ×ŀ ×ķר", + "à¸Ĭ à¹Īาà¸ĩ", + "ز Ùĩر", + "Ġklient ów", + "ива ÑİÑĤ", + "ан г", + "׳ ×ļ", + "Ġg á»įn", + "Ãľ R", + "ìĺģ ìĥģ", + "Ġغ زة", + "ìĿĮ ìĿĦ", + "Ġbez po", + "Ġbezpo ÅĽ", + "ĠbezpoÅĽ redni", + "ĠاÙĦÙħ ÙĪا", + "ĠاÙĦÙħÙĪا Ø·ÙĨ", + "ĠاÙĦÙħÙĪاطÙĨ ÙĬÙĨ", + "ãĤĮ ãģ¾ãģĻ", + "ĠмаÑĤ Ñĩ", + "×IJ ×ķף", + "Ġر سÙħÙĬ", + "ĠÑįк он", + "ĠÑįкон ом", + "ĠÑįконом иÑĩеÑģк", + "ãĥľ ãĥ¼", + "Ġд иÑĢ", + "ĠдиÑĢ екÑĤоÑĢ", + "ĠÑģк оÑĢо", + "à¸ļ ำ", + "à¸ļำ ร", + "à¸ļำร ุà¸ĩ", + "ĠÑĦ ÑĥÑĤ", + "ĠÑĦÑĥÑĤ бол", + "Ġ×IJ ×Ļ׾", + "Ġì¤ij êµŃ", + "ìľ ¤", + "eÄŁ e", + "à¹Ħ à¸ģà¹Ī", + "tra î", + "traî n", + "ĠÑĤ ÑĢÑĥб", + "à¹Ģà¸ļ ื", + "à¹Ģà¸ļื à¹īà¸Ńà¸ĩ", + "à¹ģม à¸Ļ", + "ĠتØŃ Ø¯ÙĬØ«", + "Ġ׼ עת", + "ØŃ Ø§Ø³Ø¨", + "lı ÄŁa", + "ק×Ļ ×Ļ×ŀ×Ļ×Ŀ", + "оÑģÑĤ ÑĮÑİ", + "à¸Ŀ ั", + "à¸Ŀั à¹Īà¸ĩ", + "Ø´ غÙĦ", + "ìĽ ¹", + "Ġкажд ого", + "Ġbölüm ü", + "หà¸Ļ ี", + "Ġistedi ÄŁi", + "Ġtr Æ°ng", + "ãĥ Į", + "ฮ à¸Ń", + "Ø£ÙĨ Ø´", + "Ø£ÙĨØ´ طة", + "ĠاÙĦÙħ سÙĬ", + "ĠاÙĦÙħسÙĬ ØŃ", + "ลัà¸ģษ à¸ĵà¹Į", + "Ġn á»Ńa", + "à¸Ĺีà¹Ī à¸ķà¹īà¸Ńà¸ĩà¸ģาร", + "ÑĪ ек", + "л Ñij", + "Ġש ×Ļ×Ķ", + "Ġש×Ļ×Ķ ×Ļ×Ķ", + "Ġkhu ôn", + "ĠÑĤÑĢеб ованиÑı", + "Ġ×ľ×¢ ×ĸ×ķר", + "ĠاÙĦع Ùħر", + "ราà¸Ħา à¸ĸูà¸ģ", + "ÙĩÙı ÙħÙĴ", + "ü st", + "üst ü", + "Ġден ег", + "Ġn ạ", + "à¸Ĥà¸Ļ ม", + "Ġбл аг", + "Ġблаг од", + "Ġблагод аÑĢ", + "ĠблагодаÑĢ Ñı", + "Ø¥ سÙĦاÙħ", + "à¸Ļิ ว", + "çŁ¥ ãĤīãģªãģĦ", + "Ø« ÙĤØ©", + "Ġг олоÑģ", + "×IJ×ķר ×Ĺ", + "Ġtr ứng", + "Ġод ном", + "ĠkoÅĦ cu", + "Ġ×ķ רק", + "Wi ÄĻ", + "WiÄĻ cej", + "Ġ×IJ ×Ļ׼×ķת", + "Ġ×IJ×Ļ׼×ķת ×Ļ", + "Ñģ оÑģ", + "Ġje żeli", + "以ä¸ĭ ãģ®", + "å°ı ãģķ", + "å°ıãģķ ãģª", + "олог ии", + "Ġоб ÑģлÑĥж", + "ĠобÑģлÑĥж ива", + "Ùĥت ابة", + "Ġê´Ģ ìĭ¬", + "×¢ ש×Ļר", + "Ġaras ındaki", + "ĠÑĢай она", + "ÙĪا جب", + "Ġ×ij×Ĺ×Ļ ×Ļ", + "íķ´ 주", + "Ġg óc", + "ай л", + "ĠT ình", + "æļ® ãĤī", + "æļ®ãĤī ãģĹ", + "æĻĤ ãģ«ãģ¯", + "ĠгоÑĢод е", + "Ġ׼×IJ ×Ļ׾", + "Ġ׼×IJ×Ļ׾ ×ķ", + "ĠC á»Ļng", + "ãģ©ãģĨ ãģĹãģ¦ãĤĤ", + "×Ĺ ×ķ×£", + "تØŃ Ø±Ùĥ", + "ĠÑģлов ам", + "à¸Īะ à¸Ĭà¹Īวย", + "ĠاÙĦÙħست ÙĤبÙĦ", + "ÙĤ ض", + "ÙĤض ÙĬ", + "×ijס ×ķפ", + "×ijס×ķפ ×ķ", + "iÄĻ Äĩ", + "ĠY ıl", + "Ø´ ÙĬØ®", + "à¸Ħุà¸ĵ à¸Īะ", + "ש×ŀ ×ķת", + "Ġت عرض", + "Ġanál ise", + "ĠÑģоб иÑĢа", + "à¹Ģà¸ŀ à¸Ĭ", + "à¹Ģà¸ŀà¸Ĭ ร", + "Ġв ели", + "Ġвели к", + "สั à¹īà¸Ļ", + "Ġpop ulação", + "รà¹Īวม à¸ģัà¸Ļ", + "×Ĺ ×ŀ", + "×Ĺ×ŀ ×Ļש×Ļ", + "ס ×Ļס", + "åĨħ ãģ§", + "Ġsob Äħ", + "ĠY ay", + "ĠYay ın", + "ãĥ¡ ãĥĭãĥ¥ãĥ¼", + "ĠпÑĢедоÑģÑĤав лÑı", + "ãģł ãģ¨æĢĿãģĨ", + "Ġê³ł ê°Ŀ", + "Ġод ним", + "à¹ĥà¸Ļ à¹Ģรืà¹Īà¸Ńà¸ĩ", + "Ġs á»ķ", + "ĠÐĹ Ð´ÐµÑģÑĮ", + "Ġизмен ениÑı", + "ĠìĿ¼ ìĿĦ", + "ãģªãģ® ãģł", + "клад Ñĭва", + "ÑĢ ма", + "Ġ×ķ×ij ׼׾", + "تأ ÙħÙĬÙĨ", + "ĠпÑĢи ÑıÑĤ", + "ĠпÑĢиÑıÑĤ н", + "Ùħ Ùħار", + "ÙħÙħار سة", + "ãģ¨ãģª ãģ£ãģ¦", + "Ġج ÙħÙĬÙĦ", + "Ġì§ Ī", + "Ġì§Ī 문", + "Ġquest ão", + "i é", + "ié ndo", + "หà¹īà¸Ńà¸ĩ à¸ŀัà¸ģ", + "ãĥij ãĥ¼ãĥĪ", + "ÑĤвеÑĢж да", + "н Ñģкой", + "з ал", + "มุ à¹Īà¸ĩ", + "á» Ĭ", + "Ġ×Ķ×IJ×Ĺר ×ķ׳×Ķ", + "ĠTh Æ°", + "주 민", + "ĠاÙĦع ب", + "év én", + "évén ement", + "ÙĤÙĪ اعد", + "د Ùı", + "ĠìķĬ ìĬµëĭĪëĭ¤", + "Ġë³´ 기", + "Ġyapıl ması", + "à¹Ģร าà¸ģ", + "à¹Ģราà¸ģ à¹ĩ", + "ØŃ Ø°Ø±", + "ÙĤ صر", + "ãģ¦ãģĹãģ¾ ãģĦãģ¾ãģĹãģŁ", + "Ġà¹Ģà¸Ľà¹ĩà¸Ļ à¸ķà¹īà¸Ļ", + "ãģ¨ ãģ«", + "ãģ¨ãģ« ãģĭ", + "ãģ¨ãģ«ãģĭ ãģı", + "н ÑĨе", + "зв Ñĥк", + "ãģĹãĤĪãģĨ ãģ¨", + "ĠاÙĦصØŃ ÙĬØ©", + "Ġש×Ķ ×Ļ×ķ", + "ĠDi ÄŁer", + "ÙĤÙĦ ÙĤ", + "ãĤ¸ãĥ£ ãĥ³", + "Ġr á»Ŀi", + "Ġл еÑĩ", + "ĠлеÑĩ ениÑı", + "تب اد", + "تباد ÙĦ", + "צ פ×Ķ", + "à¸Ħวาม à¹Ģหà¹ĩà¸Ļ", + "ĠØ´ ب", + "Ġشب ÙĥØ©", + "ר ×Ļק", + "Ùħ عد", + "Ùħعد ات", + "dıģ ında", + "Ġ×ijש ׳×Ļ×Ŀ", + "Ġ×Ķ ×Ļשר×IJ׾", + "Ġ×Ķ×Ļשר×IJ׾ ×Ļת", + "Ġsı nav", + "׳צ ×Ļ×Ĵ", + "วัà¸ķ à¸ĸุ", + "ĠاÙĦبر ÙĦÙħ", + "ĠاÙĦبرÙĦÙħ اÙĨ", + "t ivitÃł", + "ãĤĵãģł ãĤįãģĨ", + "ק×Ļ ×Ļ×ŀ", + "ÙĦÙĬ Ùĥ", + "ĠÄij ò", + "ĠÄijò i", + "ĠÐĺн ÑĤеÑĢ", + "ĠÐĺнÑĤеÑĢ неÑĤ", + "ãģ«ãģ¨ãģ£ãģ¦ ãģ¯", + "ãģ£ ãģĵ", + "ק ×ķס", + "ست ØŃÙĤ", + "æķĻ ãģĪãģ¦", + "ãĥĢ ãĥ¡", + "ĠÙħÙĨ زÙĦ", + "à¹Ģà¸ĭ à¹ĩà¸Ļ", + "使 ãģĪãĤĭ", + "è¦ĭ ç©į", + "è¦ĭç©į ãĤĤãĤĬ", + "Ø£ Ùģ", + "Ø£Ùģ Ùĥار", + "Ġиг ÑĢов", + "ĠигÑĢов Ñĭе", + "Ġm ÄĻż", + "ĠmÄĻż czy", + "ĠmÄĻżczy zn", + "ĠاÙĦØŃ ÙĤÙĬÙĤÙĬ", + "ع بر", + "׼×ķ׾ ׳×ķ", + "íĿ ¥", + "×ŀ×IJ ×ķ×Ĺר", + "خت ص", + "ãĥŀ ãĥŀ", + "Ġ×IJ×Ĺ ×ķ×ĸ", + "í ĮĢ", + "Ġr á»iji", + "Ġв ÑĤоÑĢ", + "ĠвÑĤоÑĢ ой", + "Ġl ẫn", + "пÑĢ ом", + "пÑĢом ÑĭÑĪ", + "пÑĢомÑĭÑĪ лен", + "пÑĢомÑĭÑĪлен н", + "ĠоÑĤноÑĪ ениÑı", + "Ġs ứ", + "Ġм обилÑĮ", + "ĠмобилÑĮ н", + "ĠÑįÑĤ омÑĥ", + "Ġt ạp", + "ĠìĤ¬ ê±´", + "ĠìķĮ 볤", + "Ùĥ Ùı", + "ÙĥÙı ÙħÙĴ", + "Ġק ×ķר×Ķ", + "ĠÑĦ иÑĢ", + "ĠÑĦиÑĢ м", + "Ġsık ıntı", + "׳ ׼", + "׳׼ ×ķף", + "ÙĪÙĦÙĪج ÙĬ", + "ØŃ Ø§ÙĨ", + "Ġlo ạn", + "Ġ×IJ׾ ×£", + "Ġm ắn", + "abh äng", + "abhäng ig", + "ĠÑĥÑĢов нÑı", + "Ġ׾×ij×ĵ ×ķק", + "ÙĬ ÙħÙĨ", + "lay ın", + "Ġh ải", + "Ġзав од", + "ĠìķĦ 주", + "สà¸ĸ า", + "สà¸ĸา à¸ļัà¸Ļ", + "Ġgüven lik", + "à¹Ģà¸Ķ à¹Īà¸Ļ", + "×ij×ĵ ק", + "Ġë Ī", + "ĠëĪ Ħ", + "ĠëĪĦ 구", + "éĩįè¦ģ ãģª", + "รà¸Ńà¸ĩ รัà¸ļ", + "sch lie", + "schlie ÃŁen", + "Ġìĸ ¼", + "Ġìĸ¼ ë§Ī", + "Ġìĸ¼ë§Ī ëĤĺ", + "ÑĤи ки", + "íķľëĭ¤ ê³ł", + "ãģłãģ£ãģŁ ãĤī", + "Ġ×Ķ ×Ļ×ĺ×ij", + "ãģªãģijãĤĮãģ° ãģªãĤīãģªãģĦ", + "â Ì", + "Ã¢Ì £", + "Ġph ạt", + "ak Ä±ÅŁ", + "ãģ¦ãģĹãģ¾ ãģĦãģ¾ãģĻ", + "à¹Ģà¸ĭ à¹ĩ", + "ĠС егоднÑı", + "Ġinsan ların", + "Ġdévelop pe", + "ת פר", + "תפר ×Ļ×ĺ", + "اÙĨت شار", + "ê° ij", + "Fran çois", + "Ø£ÙĦ ع", + "Ø£ÙĦع اب", + "ãĤĴ è¶ħ", + "ãĤĴè¶ħ ãģĪ", + "Ġê°Ļ ìĬµëĭĪëĭ¤", + "ãĤ³ ãĥ¬", + "ĠмеÑģÑı ÑĨев", + "íĮ ħ", + "ĠاÙĦج اÙħعة", + "ìĿ¸ íĦ°", + "ìĿ¸íĦ° ëĦ·", + "×ĵר ×ķש", + "ĠÙĪØ£ شار", + "ĠпÑĢав ила", + "ãģĿãģĵ ãģ«", + "×Ĺ ×ŀ×ĵ", + "à¹Ģหà¸ķุ à¸ģารà¸ĵà¹Į", + "Ġê²½ íĹĺ", + "ãģ¶ ãĤĬ", + "׾ ש", + "׾ש ×ķף", + "à¹Ģ à¸ĸ", + "ĠDo ÄŁu", + "ĠиÑģполÑĮзов ание", + "Ġçoc uÄŁu", + "магазин е", + "ĠÄiji á»ĥn", + "Ġas lı", + "Ġaslı nda", + "Ġdoen ça", + "Ġس اع", + "Ġساع ات", + "ĠиÑģполÑĮзов аниÑı", + "ר ×ķצ×Ļ×Ŀ", + "ĠзнаÑĩ иÑĤ", + "ĠÑĢаР¼", + "ĠÑĢам каÑħ", + "ê±° 리", + "Ġп ÑĭÑĤа", + "ãĥģ ãĥ³", + "Ġпо Ñģк", + "ĠпоÑģк олÑĮ", + "ĠпоÑģколÑĮ кÑĥ", + "Ø¥ بر", + "إبر اÙĩ", + "إبراÙĩ ÙĬÙħ", + "ĠÑĤÑĢ еÑħ", + "ĠGen ç", + "س ÙĪÙģ", + "Ġve ÃŃculo", + "ĠNg ân", + "ĠоÑĩеÑĢ едÑĮ", + "à¸Ħร ึà¹Īà¸ĩ", + "×IJ ×ij×Ļ", + "à¸ķ à¹īม", + "ãĤĴè¡Į ãģĦ", + "ĠاÙĦساب ÙĤØ©", + "на ÑĨи", + "наÑĨи она", + "наÑĨиона лÑĮн", + "Ġgest ión", + "ت ÙĤد", + "ĠاÙĦبÙĬ اÙĨ", + "ĠاÙĦبÙĬاÙĨ ات", + "ĠاÙĦ اÙĨتخاب", + "ĠاÙĦاÙĨتخاب ات", + "à¹Ģà¸Ĭ à¹Īา", + "×ĵ ×IJ×Ĵ", + "Ġ׾×Ĵ ×ŀר×Ļ", + "Ġت ØŃتاج", + "Ġth ôn", + "à¸ķ à¹īà¸Ńà¸Ļ", + "à¸ķà¹īà¸Ńà¸Ļ รัà¸ļ", + "女 ãģ®", + "女ãģ® åŃIJ", + "Ġth ợ", + "Ø· ØŃÙĨ", + "ารà¹Į à¸Ķ", + "ת ×ŀ×Ļ×ĵ", + "ĠÑģам Ñĭм", + "Ġìĭľ íĸī", + "Ø¥ صد", + "إصد ار", + "ĠNgh á»ĩ", + "ìķ ķ", + "س ئ", + "سئ ÙĦ", + "à¸Ń าร", + "à¸Ńาร ม", + "à¸Ńารม à¸ĵà¹Į", + "à¹ģ ฮ", + "׳×ĺ ׾", + "Ġì¢ĭ ìķĦ", + "×ķ׾ ׾", + "Ġ×ij ×Ľ×ª×ij", + "ãĤ« ãĥ©", + "צע ×Ļר×Ļ×Ŀ", + "تعب ÙĬر", + "Ġ×ŀ קר×Ķ", + "ĠÑĦак ÑĤоÑĢ", + "Ġت ÙħاÙħ", + "ĠتÙħاÙħ ا", + "ëį ķ", + "Ġv Æ°á»Ŀ", + "ĠvÆ°á»Ŀ n", + "Ġd Ä±ÅŁÄ±", + "ãģĦ ãģ¡", + "Ġ׾ק ׳×ķת", + "ĠاÙĦع ÙĦاÙĤات", + "п Ñĥб", + "пÑĥб ли", + "Ø¥ ÙĬÙħ", + "Ø¥ÙĬÙħ اÙĨ", + "à¸Ńำ à¸Ļา", + "à¸Ńำà¸Ļา à¸Ī", + "åIJ« ãģ¾ãĤĮ", + "ãĤĭ ãģŁãĤģãģ«", + "ס ×Ĵ", + "ס×Ĵ ׳×ķף", + "تØŃ Ø¯ÙĬ", + "Ġaup rès", + "ĠاÙĦج Ùĩا", + "ĠاÙĦجÙĩا ز", + "Ġ×ŀ ת×Ĺת", + "ен нÑĥÑİ", + "Ġз им", + "à¸ģา à¹ģà¸Ł", + "Ġ×ijת ×ķר", + "Ġngh è", + "Ġnghè o", + "ĠÐĽ Ñİ", + "ĠÐĽÑİ Ð±", + "תק צ×Ļ×ij", + "×ŀ×¢ ש×Ķ", + "ĠاÙĦبÙĬ ت", + "צ ×Ļפ", + "ĠобÑıз ан", + "ĠM á»Ĺi", + "ĠТ ÑĥÑĢ", + "ĠÙĪب اÙĦت", + "ĠÙĪباÙĦت اÙĦÙĬ", + "Ġdéc ision", + "Ġب د", + "Ġبد أت", + "Ġc ục", + "Ġb ask", + "Ġbask ı", + "Ġhat ırl", + "Ġhatırl a", + "å°ı ãģķãģĦ", + "Ġgerçek ten", + "à¸ľ ัà¸ģ", + "åı¯èĥ½ ãģª", + "×ŀ×IJ ס", + "Ġcr ÃŃtica", + "ĠìĿĺ ìĽIJ", + "عÙĤ ÙĪد", + "×ĺ ׼׳", + "×ĺ׼׳ ×ķ׾×ķ×Ĵ×Ļ×Ķ", + "è¨Ģ ãģĪãģ°", + "ĠÙĤ ÙĨا", + "ĠÙĤÙĨا Ø©", + "ĠìĿ´ê²ĥ ìĿĢ", + "ت صر", + "à¸Ł ัà¸Ļ", + "ĠÑĢе ÑĨеп", + "ĠÑĢеÑĨеп ÑĤ", + "ĠبÙĨ Ùģس", + "ÑĢо ÑĪ", + "ĠмаÑĢ ÑĤа", + "Ġson ras", + "Ġsonras ı", + "×ķ×ij ש", + "ãĥª ãĤ¹ãĤ¯", + "ĠFranç ais", + "á» ļ", + "ê° Ķ", + "Ġ×Ķ×ijר ×Ļת", + "פ ×Ļצ", + "פ×Ļצ ×ķ×Ļ", + "ĠÙĦÙħا ذا", + "ĠÐļи ев", + "ĠÑģ мÑĭÑģл", + "ê¸Ī ìľµ", + "ãĤ·ãĥ£ ãĥ«", + "ãĥ© ãĤ¤ãĥĪ", + "ìĽ ĥ", + "×ŀ ×Ĺר", + "ãĨ į", + "Ġkullan ım", + "Ġ×IJצ׾ ׳×ķ", + "Ġt Ãłn", + "ãĥı ãĥ¼", + "ãģ¨ ãģ¨ãĤĤ", + "ãģ¨ãģ¨ãĤĤ ãģ«", + "ÑĢ ег", + "ÑĢег и", + "ÑĢеги он", + "ãģªãģı ãģªãĤĭ", + "Ġch ảy", + "Ġج ÙĩØ©", + "ÅĦsk iej", + "à¸Ńี à¹Ģม", + "à¸Ńีà¹Ģม ล", + "ãģį ãģ£ãģ¨", + "ĠìĺĪ ìĤ°", + "Ġkit abı", + "Ġedu cação", + "Ġbul uÅŁ", + "олог иÑı", + "Ġкон кÑĢ", + "ĠконкÑĢ еÑĤ", + "×Ĵ ×Ļר", + "ĠпÑĢед лаг", + "ĠпÑĢедлаг аеÑĤ", + "ĠY ên", + "Ġíķľ ë²Ī", + "Ġ×ŀ ר׼×ĸ×Ļ", + "à¹Ģà¸Ľà¸´à¸Ķ à¹Ģà¸ľà¸¢", + "ÑĤвеÑĢ д", + "ĠH á»ĩ", + "ĠÐĵ ÑĢ", + "à¸Ŀ à¹īา", + "×Ķ שק", + "×Ķשק ×¢×Ķ", + "Ġна Ñĥк", + "ìłIJ ìĿĦ", + "Ġн елÑĮ", + "ĠнелÑĮ з", + "ĠнелÑĮз Ñı", + "г ин", + "ĠB öl", + "ĠBöl ge", + "Ġв ла", + "Ġвла ÑģÑĤи", + "à¹Ģà¸Ļ à¹ĩ", + "à¹Ģà¸Ļà¹ĩ à¸ķ", + "ê³ ¨", + "Ġö ld", + "Ġöld ür", + "׼׳ ×¢", + "ĠاÙĦÙĩ ÙĬئة", + "ت ارÙĬØ®", + "ĠÐij ÑĢ", + "ĠÑģ мож", + "ĠÑģмож еÑĤе", + "ĠL úc", + "à¹Ħà¸Ľ à¸ĸึà¸ĩ", + "ĠBakan ı", + "Ġerklä rt", + "ĠÐIJ на", + "Ġsc ène", + "åķı ãģĦ", + "åķıãģĦ åIJĪãĤıãģĽ", + "ÙħÙĩ ÙĨد", + "ÙħÙĩÙĨد س", + "Ġн азвание", + "ив аниÑı", + "ãĤĴ å¤īãģĪ", + "ä»ĺãģį åIJĪ", + "ãĥij ãĤ½", + "ãĥijãĤ½ ãĤ³ãĥ³", + "æĺİ ãĤī", + "æĺİãĤī ãģĭ", + "à¹Ģà¸Ńà¸ģ สาร", + "à¹Ģà¸ģิà¸Ļ à¹Ħà¸Ľ", + "л еп", + "ãģĹãģŁ ãĤĤãģ®", + "ĠC âm", + "ĠCâm ara", + "ק×ķ׾ ׳×ķ×¢", + "Ġ×ij×Ĵ ×Ļף", + "Ġoc zy", + "Ġoczy wiÅĽcie", + "att ivitÃł", + "ãĥĵ ãĥ¥ãĥ¼", + "Ġeduc ación", + "Ä° YE", + "ê¹Į ìļĶ", + "ãĤ¨ ãĥªãĤ¢", + "н еÑģÑĤи", + "Ġm óg", + "Ġmóg ÅĤ", + "Ġק×ĺ ׳×Ļ×Ŀ", + "ĠPr ä", + "Ġ×ľ×¢ ×ij×ķר", + "بÙĨ Ùī", + "з ол", + "зол оÑĤ", + "Ġwn ÄĻtr", + "ĠwnÄĻtr z", + "Ġconstr ução", + "รัà¸ļ รà¸Ńà¸ĩ", + "س جÙĨ", + "Ġק ×ķ׳", + "ס ×Ļפ×ķר", + "ĠÙħ دÙī", + "رض Ùī", + "п лав", + "ï¼ ¥", + "Ġil a", + "Ġila ç", + "ãĤĭ ãģ¹ãģį", + "ĠÙħ ÙĪÙĤÙģ", + "à¸ģร ุ", + "à¸ģรุ à¸ĵา", + "chodzÄħ c", + "ĠÑĤÑĭ Ñģ", + "Ðķ вÑĢо", + "ĠÙĬ ØŃدث", + "ãĥ¡ ãĤ¤ãĥ³", + "ĠاÙĦص ØŃÙĬ", + "ĠÐĶ ан", + "دع اء", + "ãĤ´ ãĥ¼ãĥ«", + "ש ×ł×ª×Ļ", + "×©×ł×ª×Ļ ×Ļ×Ŀ", + "à¸Ķà¹īวย à¸ģัà¸Ļ", + "Ġol acaģı", + "Ġ×ij ×ŀ×Ĺ×Ļר", + "×Ķ ק", + "×Ķק ×ŀת", + "ãĥ¢ ãĥİ", + "ĠçalÄ±ÅŁ tı", + "Ġjó venes", + "ãģĦãģı ãĤī", + "ĠÙħ عدÙĦ", + "ĠC Å©ng", + "ĠSeg ún", + "Ġdönem de", + "Ġ׾ ×Ļ×ĵ×Ļ", + "ãģį ãģ¡", + "ãģįãģ¡ ãĤĵ", + "ãģįãģ¡ãĤĵ ãģ¨", + "Ùģر ÙĨس", + "ÙģرÙĨس ا", + "åIJij ãģį", + "Ġcamp aña", + "ĠÑģам оÑģÑĤоÑı", + "ĠÑģамоÑģÑĤоÑı ÑĤелÑĮно", + "á» Ģ", + "ÙĤ ÙĪا", + "س ÙĦاØŃ", + "à¸ģระ à¹ģ", + "à¸ģระà¹ģ ส", + "ĠполÑĮз Ñĥ", + "n qu", + "nqu ête", + "รà¹Īวม à¸ģัà¸ļ", + "ëĬIJ ëĥIJ", + "à¸Ĺีม à¸Ĭาà¸ķิ", + "Ġyıll ık", + "ìĬ ¬", + "ĠØ£ صØŃاب", + "ill é", + "Ġdó la", + "Ġdóla res", + "Ġк ож", + "Ġкож и", + "ล à¹īà¸Ń", + "à¹Ģรีย à¸ļร", + "à¹Ģรียà¸ļร à¹īà¸Ńย", + "à¹Ģà¸ŀ ิ", + "à¹Ģà¸ŀิ à¹Īà¸ĩ", + "ÑĢиÑĤоÑĢ и", + "Ġí ijľ", + "Ġíijľ íĺĦ", + "ĠпеÑĢ ев", + "ĠпеÑĢев од", + "פ×Ĵ ×Ļ×¢×Ķ", + "ĠdeÄŁerlendir me", + "Ùģ ائ", + "ĠвÑĭ год", + "ınız ı", + "×ķ׼ ×Ļ×Ĺ", + "ĠдоÑģÑĤ иг", + "Ġng Ãłn", + "æĢĿ ãģ£ãģŁ", + "ĠÐķ ÑģÑĤÑĮ", + "ĠاÙĦر غÙħ", + "ĠzwiÄħz ane", + "رب Ø·", + "à¸Ļ ึà¸ĩ", + "Ġ׾×Ĺ ×ķק", + "Ġszczeg óln", + "Ġszczególn ie", + "Ġبا ستخداÙħ", + "ĠfÃŃs ico", + "×¢ ס", + "עס ×ķק", + "سÙĦ ÙĪÙĥ", + "Ġا ØŃد", + "Ñĩ ÑijÑĤ", + "×ĸ׼ ×Ķ", + "Ġl á»ĩnh", + "ĠÙĪ ØŃت", + "ĠÙĪØŃت Ùī", + "à¸Ħวาม สามารà¸ĸ", + "à¸Ńยูà¹Ī à¹ģลà¹īว", + "à¸ģาร à¹Ģà¸Ķิà¸Ļà¸Ĺาà¸ĩ", + "تخ Ø°", + "צ×Ļ ×ķ×ĵ", + "ĠاÙĦØ£ س", + "ĠاÙĦأس ÙĩÙħ", + "Ġt á»ĩ", + "ãģ£ãģ¦ ãģĦãģ¦", + "สร ุ", + "สรุ à¸Ľ", + "Ġком ÑĦ", + "ĠкомÑĦ оÑĢÑĤ", + "ìĺ¤ ëĬĶ", + "ĠÑĢаз в", + "ĠÑĢазв ива", + "л анд", + "h änge", + "ĠبÙĨ سبة", + "à¹Ģà¸Ĥ ียว", + "עצ ×Ŀ", + "Ġ׾ ×ľ×Ľ×ª", + "Ñģо ÑĨиалÑĮн", + "Ġëĭ¤ìĿĮ ê³¼", + "Ġרש ×ķ×ŀ", + "×ŀר ×Ĺ×ij", + "س ÙĤØ·", + "Ġalan ı", + "ĠÄij á»ĩ", + "é£Łãģ¹ ãĤĭ", + "à¸Ķ ึà¸ĩ", + "Ġgegen über", + "ĠبÙĩ Ø°Ùĩ", + "à¸ĸืà¸Ń à¹Ģà¸Ľà¹ĩà¸Ļ", + "ëķ ħ", + "à¸Ħà¸Ļ à¹Ħà¸Ĺย", + "ãĤ¢ ãĤ¦", + "ãĤ¢ãĤ¦ ãĥĪ", + "ศ ัà¸ģ", + "ศัà¸ģ à¸Ķิ", + "ศัà¸ģà¸Ķิ à¹Į", + "ÙĤÙĪ اÙĨ", + "ÙĤÙĪاÙĨ ÙĬÙĨ", + "Ġhá»Ļ p", + "ãģªãģıãģª ãģ£ãģ¦", + "Ġ×IJ ×ŀ׳", + "Ġ×IJ×ŀ׳ ×Ŀ", + "à¹Ģà¸ķ ืà¸Ńà¸Ļ", + "ĠзавиÑģ им", + "ĠзавиÑģим оÑģÑĤи", + "ת ×Ļ×IJ", + "ת×Ļ×IJ ×ķר", + "å§ĭãĤģ ãģŁ", + "Ġng á»į", + "Ġngá»į t", + "íĴ į", + "ê³¼ ìŀ¥", + "Ġb ại", + "ãģ§ãģį ãģ¦", + "Ġcomeç ar", + "à¸Ľà¸£ าà¸ģ", + "à¸Ľà¸£à¸²à¸ģ à¸ı", + "Ġгод Ñĭ", + "м еÑģ", + "ĠاÙĦÙħست ÙĪÙī", + "ĠÑģам Ñĭе", + "л леÑĢ", + "ãģ£ãģ¦ãģĹãģ¾ ãģĦãģ¾ãģĻ", + "ãģ¨ãģ® ãģĵãģ¨", + "bi ó", + "à¸ģล à¹Īà¸Ńà¸ĩ", + "ĠاÙĦز ÙĪج", + "ãģ«è¡Į ãģ£ãģŁ", + "à¸Ħà¹Ī à¸Ńà¸Ļ", + "à¸Ħà¹Īà¸Ńà¸Ļ à¸Ĥà¹īาà¸ĩ", + "ĠbaÄŁ l", + "ĠbaÄŁl ant", + "ĠbaÄŁlant ı", + "確 ãģĭ", + "確ãģĭ ãģ«", + "ãĥľ ãĥ¼ãĥ«", + "çµĤ ãĤıãĤĬ", + "ש ×ŀר", + "à¸Ĺีà¹Ī สามารà¸ĸ", + "ÙĦ زÙħ", + "д аеÑĤÑģÑı", + "รัà¸ļ à¸Ľà¸£à¸°", + "รัà¸ļà¸Ľà¸£à¸° à¸Ĺาà¸Ļ", + "å¤ī ãĤıãĤĬ", + "ï¼ ¢", + "ĠìĺĪìĪĺ ëĭĺ", + "ãĤĪãģĨ ãģ¨", + "มัà¸ģ à¸Īะ", + "ĠH Æ°Æ¡ng", + "ÙĨ ÙģØ°", + "×ŀ×ĵ ×ĵ", + "ĠìĿ¸ ìłķ", + "Ñħод иÑĤÑĮ", + "ĠзавиÑģ иÑĤ", + "×ķ×ĵ ×Ļ×¢", + "ãģĵãģ¨ãģĮ ãģĤãĤĬãģ¾ãģĻ", + "ع راÙĤ", + "سط ØŃ", + "à¸ģำ à¹Ħร", + "ëĵ¤ ëıĦ", + "×Ļצ ×Ļר×Ķ", + "ãģĨ ãģĵãģ¨", + "ÙĦا ØŃÙĤ", + "ãģĦ ãĤĮãģ°", + "ĠиÑģполÑĮз ÑĥÑİÑĤ", + "ĠB ợi", + "Ġשק׾ ×Ļ×Ŀ", + "ÑĨи кл", + "ÐIJ Ðŀ", + "Ġ×ijש ׳×Ķ", + "ÙĨØ´ Ø·", + "Ġש ×Ļ׳×ķ×Ļ", + "Ġש×Ļ׳×ķ×Ļ ×Ļ×Ŀ", + "Ġpobl ación", + "ĠH Æ°ng", + "ระ ว", + "ระว ัà¸ĩ", + "رÙĬاض Ø©", + "ر صد", + "تÙĤ ÙĦÙĬ", + "تÙĤÙĦÙĬ د", + "Ġülk em", + "Ġülkem iz", + "à¸Ĭ ะ", + "ãĤ¯ãĥª ãĥ¼ãĥł", + "èģŀ ãģĦãģŁ", + "Ġwa ż", + "Ġważ ne", + "ê±° ëĵł", + "ê±°ëĵł ìļĶ", + "×ŀ×IJ ×ijק", + "×Ĺ×ĵ ש×ķת", + "ĠW roc", + "ĠWroc ÅĤaw", + "ĠKü ltür", + "s ist", + "sist ência", + "×¢×ĸר ×Ķ", + "Ġg Æ°Æ¡ng", + "รà¹īาà¸Ļ à¸Ħà¹īา", + "ĠÙĪØ£ ÙĪضØŃ", + "ánd ose", + "ãĤ· ãĥ¼ãĥ³", + "×IJ׳ ר×Ĵ", + "×IJ׳ר×Ĵ ×Ļ×Ķ", + "ãģªãģĦ ãģ§ãģĻ", + "Ġkh ủng", + "Ġ문 ìĦľ", + "Ġ×ij ×ĵ×ijר", + "×ĵ ×Ļ×ķ", + "×ĵ×Ļ×ķ ×ķ×Ĺ", + "Ġré gl", + "ÙħÙĪ اد", + "об оÑĢ", + "обоÑĢ оÑĤ", + "Ġ×Ķ ×ij׾", + "Ġ×Ķ×ij׾ ×ķ×Ĵ", + "ØŃ Ø§Ùħ", + "ĠاÙĦع اص", + "ĠاÙĦعاص ÙħØ©", + "пеÑĢ аÑĤоÑĢ", + "ت Ø®ÙĦ", + "تخÙĦ ص", + "ãģŁãģł ãģĹ", + "ت سÙħ", + "à¹Ĥรà¸ĩ à¸ŀ", + "à¹Ĥรà¸ĩà¸ŀ ยา", + "à¹Ĥรà¸ĩà¸ŀยา à¸ļาล", + "ĠY ük", + "ĠYük sek", + "Ġש ׳×Ļת", + "Ġש׳×Ļת ף", + "liÄŁ e", + "Ġפ ת", + "Ġפת ×ķ×Ĺ", + "Ġbe ÄŁ", + "ĠbeÄŁ en", + "Ġ×ŀ ×ķר", + "Ġ×ŀ×ķר ׼×ij", + "Ġرس اÙĦØ©", + "íĨµ ìĭł", + "Ġaval ia", + "Ġavalia ções", + "Ġman h", + "Ġmanh ã", + "Ġìķ ŀ", + "Ġìķŀ ìľ¼ë¡ľ", + "ÙĤ تر", + "ÙĤتر ØŃ", + "à¹Ģà¸ģ ืà¸Ń", + "à¹Ģà¸ģืà¸Ń à¸ļ", + "Ġpropos é", + "Ø£ Ùħا", + "Ø£Ùħا ÙĥÙĨ", + "ĠÐŀ Ðŀ", + "ĠÐŀÐŀ Ðŀ", + "ÙħÙĤ ار", + "ÙħÙĤار ÙĨØ©", + "ëĦ IJ", + "ãģĦãģŁãģł ãģı", + "ÙĤ ÙĬÙĦ", + "Ġна ÑĪиÑħ", + "ãĤ« ãĥĥãĥĹ", + "×Ĺ׾ ת", + "Ġëĭ¤ ë§Į", + "à¸Ĺัà¹Īว à¹Ĥลà¸ģ", + "ãĥį ãĤ¿", + "ØŃس اس", + "ãģ«ãģª ãĤĮ", + "ج ائ", + "جائ زة", + "é change", + "é conom", + "économ ie", + "Т Ðĺ", + "סת ׼׾", + "à¸Ĺัà¹īà¸ĩ สà¸Ńà¸ĩ", + "ĠاÙĦØ® اÙħ", + "ĠاÙĦخاÙħ س", + "ק ×ĺ×¢", + "au waż", + "à¸ľà¸¹à¹ī à¸Ĭาย", + "à¹ģà¸Ľà¸¥ à¸ģ", + "åIJĮæĻĤ ãģ«", + "зн аниÑı", + "ãģĦãģŁãģł ãģįãģ¾ãģĹãģŁ", + "Ġ×ŀ×ij ׾×Ļ", + "à¸Ĥà¸Ń à¹ĥหà¹ī", + "ĠاÙĦت ربÙĬØ©", + "Ġdécou vert", + "Ġżyc iu", + "apr ès", + "Ġy ab", + "Ġyab anc", + "Ġyabanc ı", + "ĠbaÅŁ layan", + "ìĹĪ ëįĺ", + "Ġhes abı", + "Ġë§Į ìķ½", + "ë§ Īëĭ¤", + "ĠTh ánh", + "ãĥ´ ãĤ¡", + "à¸Ľà¸£à¸±à¸ļ à¸Ľà¸£", + "à¸Ľà¸£à¸±à¸ļà¸Ľà¸£ ุà¸ĩ", + "ĠM ặc", + "à¹Ģหà¸ķุ à¸ľà¸¥", + "ĠÐij ез", + "Ġcapac itÃł", + "ÅĤe ÅĽ", + "ĠпÑĢе им", + "ĠпÑĢеим ÑĥÑīеÑģÑĤв", + "ĠÅļ wiÄĻt", + "Ġpubli é", + "×ŀ×¢ צ×ij", + "Ùħشار Ùĥات", + "à¸łà¸² ษ", + "à¸łà¸²à¸© ี", + "Ġdeux ième", + "ĠÙħØŃ Ø§Ùģظ", + "ĠÙħØŃاÙģظ Ø©", + "ĠSch ön", + "ï½ ¤", + "Ġ×Ķ ×ij×¢", + "Ġ×Ķ×ij×¢ ×Ļ×Ķ", + "ĠÙĪاÙĦ ÙĦÙĩ", + "è¨Ģ ãģ£ãģŁ", + "à¸ķ à¹īาà¸Ļ", + "วร รà¸ĵ", + "à¸Ĺิ ศ", + "ĠbaÅŁ ına", + "Ġmog ÄĻ", + "ש ×Ļפ×ķר", + "ĠÙĪ عد", + "ĠÙĪعد Ùħ", + "Ġhistó rico", + "Ġk ısı", + "ĠìĿ´ ê²Į", + "ĠPol ÃŃtica", + "ĠÑģиÑĤÑĥ аÑĨии", + "ĠkoÅĦ ca", + "×ij×ĵ ×Ļק×Ķ", + "ĠاÙĦسÙĬ ارات", + "ãģªãĤī ãģ°", + "ãĤµ ãĥ©", + "ãĤĭãģĵãģ¨ãģĮãģ§ãģį ãĤĭ", + "Ġdecis ão", + "×ķ ×ķ×ĵ", + "lä ss", + "läss ig", + "Ġ׾ ×Ļשר×IJ׾", + "ĠÙĬ أتÙĬ", + "ר ×ķ×ĸ", + "ö ÄŁ", + "Ã¶ÄŁ ret", + "Ã¶ÄŁret im", + "Ġд ек", + "Ġдек аб", + "Ġдекаб ÑĢÑı", + "Ġש ×Ĺ×ķר", + "ãģ¦ãģıãĤĮ ãģŁ", + "عب ارة", + "Ġélect rique", + "ĠاÙĦتÙĨ ÙħÙĬØ©", + "جر Ùī", + "ĠìĪĺ íĸī", + "à¸Ĺ ู", + "ĠÑĢе алÑĮно", + "Ñģп оÑģоб", + "à¸Ħล à¹īาย", + "Ġس عÙĪد", + "ön ü", + "ĠÙģ ÙħÙĨ", + "تÙĥ ÙĪ", + "تÙĥÙĪ ÙĬÙĨ", + "ĠкаÑĩ еÑģÑĤво", + "ĠконÑĤ ак", + "ĠконÑĤак ÑĤ", + "Ġsöz leÅŁme", + "à¸Ń à¹īาà¸ĩ", + "Ġت ÙĪÙģ", + "ĠتÙĪÙģ ÙĬر", + "×Ķ×ĸ ×ĵ", + "×Ķ×ĸ×ĵ ×ŀ׳×ķת", + "ĠØ·ÙĪÙĬÙĦ Ø©", + "Ġtér mino", + "Ġ×IJ ×Ļפ×Ķ", + "ãĥĵ ãĥ«", + "ส à¹Ĥม", + "สà¹Ĥม สร", + "ĠاÙĦ اث", + "ĠاÙĦاث ÙĨÙĬÙĨ", + "ев иÑĩ", + "Ġopin ión", + "à¸Ľ วà¸Ķ", + "åı¤ ãģĦ", + "ร à¹Īา", + "ĠB iaÅĤ", + "ĠÑģÑĤ ал", + "ĠÑģÑĤал о", + "ó logo", + "ĠìķĦ ëĭĪëĭ¤", + "Ġ×IJ ×Ļת", + "Ġ×IJ×Ļת ×ķ", + "à¹Ģหà¹ĩà¸Ļ วà¹Īา", + "à¸ļ ารà¹Į", + "çĦ ¼", + "çĦ¼ ãģį", + "ĠìĿ´ìļ© ìŀIJ", + "ĠнекоÑĤоÑĢ Ñĭе", + "ks z", + "ksz taÅĤ", + "ksztaÅĤ c", + "ãĤŃãĥ£ ãĥĥãĤ·", + "ãĤŃãĥ£ãĥĥãĤ· ãĥ³ãĤ°", + "Ġro ÅĽ", + "ĠroÅĽ lin", + "ÑĢаж а", + "×ij׳×Ļ ×Ļ×Ķ", + "à¸Ľà¸£ สิ", + "à¸Ľà¸£à¸ªà¸´ à¸ķ", + "Ġgörd ü", + "×ŀ׳×Ķ ×Ļ×Ĵ", + "å¤īãĤı ãģ£ãģ¦", + "Ġ×IJ ×Ķ", + "Ġ×IJ×Ķ ×ijת×Ļ", + "à¹Ģร à¹Īà¸ĩ", + "Ġön ünde", + "Ġê·¸ ëĥ¥", + "пол иÑĤ", + "полиÑĤ иÑĩеÑģк", + "ãĥ¡ ãĥĩãĤ£", + "ãĥ¡ãĥĩãĤ£ ãĤ¢", + "ĠDet ay", + "ĠDetay lı", + "ĠاÙĦصÙģ ØŃØ©", + "à¸ģาร à¹Ģà¸ĩิà¸Ļ", + "Ġìµľ ê·¼", + "׼ ש׾", + "ï¼ ©", + "вÑĪ его", + "íķĺ ìĭ¤", + "ĠÐŃ ÑĤ", + "ĠÐŃÑĤ оÑĤ", + "ส ื", + "สื à¸ļ", + "Ġng ừng", + "ĠдокÑĥменÑĤ ов", + "дав аÑĤÑĮ", + "ĠاÙĦشخص ÙĬØ©", + "Ġצ ×¢×Ļר", + "در Ùĥ", + "س ØŃب", + "à¹Ħมà¹Ī à¸Ħà¹Īà¸Ńย", + "Ġ×Ķ×ŀק ×ķ×ŀ×Ļ", + "สัà¹Īà¸ĩ à¸ĭืà¹īà¸Ń", + "Ġê·¸ê²ĥ ìĿĦ", + "ãģĤãĤĭ ãģĦ", + "ãģĤãĤĭãģĦ ãģ¯", + "×IJ×ķ×ĺ ×ķ×ij", + "×IJ×ķ×ĺ×ķ×ij ×ķס", + "к ÑĨион", + "ĠÐľ ожно", + "ãģı ãģł", + "ãģıãģł ãģķ", + "ĠинÑĦоÑĢм аÑĨиÑı", + "ï» Ł", + "Ġìŀij ìĹħ", + "Ġ×Ļ ×ķסף", + "Ø¥ دارة", + "ĠاÙĦØŃ Ø§Ø¬", + "×ł×¡ ×Ļ×¢×Ķ", + "из аÑĨиÑı", + "×IJ׾ ×ij", + "×IJ׾×ij ×ķ×Ŀ", + "п ед", + "Ġק×ĺ ׳×Ķ", + "ĠÙĨÙģس Ùĩا", + "ĠMinist ério", + "Ġп ен", + "Ġпен Ñģи", + "ãĥIJ ãĥ©ãĥ³ãĤ¹", + "Ġ×Ķת ×ķר×Ķ", + "Ġt ạm", + "ĠìĹŃ ìĭľ", + "ï½ ¡", + "Ġth á»±", + "Ġ ısı", + "ì» ¨", + "ãģĹãģ£ãģĭãĤĬ ãģ¨", + "Ġx Æ°a", + "Ġc ặp", + "×Ĺ ×Ļ×ij×ķר", + "วัà¸Ĵà¸Ļ à¸ĺรรม", + "st är", + "stär ke", + "ĠÑģам Ñĭй", + "p isa", + "pisa Äĩ", + "ĠoluÅŁ an", + "ĠاÙĦØ¥ ÙħاÙħ", + "ĠcÄĥ ng", + "Ġgü nl", + "Ġgünl ük", + "Ġ׳ש ×IJר", + "Ġkhi á»ĥn", + "ç¶ļ ãģijãĤĭ", + "stit ución", + "Ġcapac ité", + "Ġj aki", + "Ġjaki ÅĽ", + "вÑĪ иÑģ", + "вÑĪиÑģ ÑĮ", + "פע×ķ׾ ×ķת", + "ĠØŃ ÙĬات", + "ĠØŃÙĬات Ùĩ", + "Ġник огда", + "ÐĽ Ь", + "Ġ×Ķ×¢ ×ķ×ij", + "Ġ×Ķ×¢×ķ×ij ×ĵ×Ķ", + "Ġch Ãło", + "หลาย à¹Ĩ", + "ĠÑı н", + "ĠÑıн ваÑĢ", + "ĠÑıнваÑĢ Ñı", + "à¸Īำà¹Ģà¸Ľà¹ĩà¸Ļ à¸ķà¹īà¸Ńà¸ĩ", + "Ġhö her", + "ãģķãĤĮãģ¦ ãģĦãģŁ", + "สà¸ĩ สั", + "สà¸ĩสั ย", + "ĠاÙĦ اس", + "ĠاÙĦاس ÙĦاÙħ", + "ĠاÙĦØ´ Ùħس", + "สà¸ĸาà¸Ļ ี", + "ãĤ¯ãĥ© ãĤ¹", + "à¸ŀร ร", + "à¸ŀรร à¸Ħ", + "p õ", + "põ e", + "Ġpor ém", + "à¸Ľà¸£à¸° สà¸ĩ", + "à¸Ľà¸£à¸°à¸ªà¸ĩ à¸Ħà¹Į", + "powied zie", + "powiedzie Äĩ", + "Ġмог Ñĥ", + "Ġж ел", + "Ġжел ез", + "ĠاÙĦØ« ÙĤ", + "ĠاÙĦØ«ÙĤ اÙģÙĬ", + "ĠпÑĢав ило", + "Ġgdy ż", + "פש ×ķ×ĺ", + "ÑĢабоÑĤ ка", + "ĠÙĥ رة", + "Ø´ دد", + "Ùħار Ùĥ", + "Ùħ ÙĥØ©", + "Ġпод пиÑģ", + "×ĺ×ķ ×ķ×Ĺ", + "ĠÅĽ c", + "ĠÅĽc ian", + "Ġر جاÙĦ", + "Ġ×ª×ľ ×ķ×Ļ", + "и ÑĪ", + "иÑĪ ÑĮ", + "Ġmé dec", + "Ġmédec in", + "ëįĶ ëĿ¼ëıĦ", + "ĠÑĤеб Ñı", + "Ġ׾×Ķ ×ķס×Ļ×£", + "ãģĬ 話", + "Ġà¹ģà¸ķà¹Ī à¸ģà¹ĩ", + "د اÙģ", + "داÙģ ع", + "ĠC ùng", + "ãĥ»ãĥ» ãĥ»ãĥ»", + "ê¶ ģ", + "Ġdeber ÃŃa", + "หà¸Ļà¹Īวย à¸ĩาà¸Ļ", + "Ġva ÌĢ", + "Ġעצ ×ŀ", + "Ġעצ×ŀ ×Ŀ", + "à¹Ģà¸Ĭืà¹Īà¸Ń วà¹Īา", + "שק ×¢", + "Ġ×Ķ ׼×ķ׾", + "Ġ×Ķ׼×ķ׾ ׾", + "ни бÑĥд", + "нибÑĥд ÑĮ", + "ĠëĦĪ íĿ¬", + "Ġоб ÑĢаÑī", + "ĠобÑĢаÑī а", + "Ġ×¢×ij×ķ×ĵ ת", + "ĠاÙĦÙħÙĨت خب", + "ıy ord", + "ıyord u", + "ÙĪ Ø°", + "×Ĺש ×Ļ×ij×ķת", + "Ġ×Ķ×¢ ×Ļק", + "Ġ×Ķ×¢×Ļק ר×Ļ", + "ì¢ Į", + "ยุ à¹Ĥร", + "ยุà¹Ĥร à¸Ľ", + "Ġа пÑĢ", + "ĠапÑĢ елÑı", + "sz ed", + "szed ÅĤ", + "д он", + "à¹Ģà¸ķิ à¸ļ", + "à¹Ģà¸ķิà¸ļ à¹Ĥà¸ķ", + "кол о", + "Ġkażde j", + "å¸ °", + "帰 ãĤĬ", + "Ġмил ли", + "Ġмилли он", + "ç¾İåij³ ãģĹãģĦ", + "ت ÙĤار", + "تÙĤار ÙĬر", + "ĠìĿ´ 루", + "ĠìĿ´ë£¨ ìĸ´", + "Ġsprzeda ż", + "×Ķ ×ķצ×IJ×ķת", + "ãĤ¢ãĤ¯ ãĤ»", + "ãĤ¢ãĤ¯ãĤ» ãĤ¹", + "ר ×ķ×¥", + "ĠгоÑģÑĥдаÑĢÑģÑĤв енн", + "Ø£ ØŃÙĥ", + "Ø£ØŃÙĥ اÙħ", + "ĠoluÅŁ u", + "ĠA ç", + "ĠAç ık", + "ãĤ¸ ãĥ¼", + "ç´ł æĻ´", + "ç´łæĻ´ ãĤīãģĹãģĦ", + "Ġ×ijש×ij ×ķ×¢", + "ب Ø°", + "بذ ÙĦ", + "สา à¹Ģหà¸ķุ", + "Ġpoz osta", + "Ġpozosta ÅĤ", + "ØŃر Ùħ", + "Ġimport ância", + "leÅŁtir me", + "Ġд ÑĢев", + "Ġmó vil", + "ĠA ynı", + "Ġна лог", + "Ġналог ов", + "Ġ×Ĺ ×Ļפ×Ķ", + "ĠÑĦоÑĢм Ñĥ", + "à¸Ĺà¸Ķ สà¸Ńà¸ļ", + "ĠksiÄħż ki", + "Ġma ÅĤe", + "Ùħس Ø£ÙĦ", + "ÙħسأÙĦ Ø©", + "ï¼¾ ï¼¾", + "ç ãeste", + "év iter", + "Ġкон ÑģÑĤÑĢÑĥк", + "ĠконÑģÑĤÑĢÑĥк ÑĨи", + "ï¾ ŀ", + "Ġת×ķ׼ ׳", + "ãĤ¹ãĥĪ ãĥ¬ãĤ¹", + "ĠاÙĦاÙĤتصاد ÙĬ", + "×ŀ×ĵ ×Ļ", + "Ġw ÅĤad", + "ĠwÅĤad z", + "Ø® ÙĪÙģ", + "ĠмаÑĤеÑĢиал ов", + "ãģ¨ãģ£ãģ¦ ãĤĤ", + "Ġznaj du", + "Ġznajdu jÄħ", + "Ùģ ئة", + "ãģ©ãģ® ãĤĪãģĨãģª", + "æĬij ãģĪ", + "׳ ×Ĺ׾", + "Ġdü ny", + "Ġdüny an", + "Ġdünyan ın", + "гÑĢ ани", + "гÑĢани Ñĩ", + "Ġ×Ķש׾ ×Ļש×Ļ", + "Ġ×Ķ×IJ ש", + "åıĬ ãģ³", + "ìĭŃ ìĭľ", + "ìĭŃìĭľ ìĺ¤", + "Ġдол л", + "Ġдолл аÑĢ", + "Ġпов ÑĤоÑĢ", + "Ġ×Ĺ ×Ļ׳×Ŀ", + "ת פת×Ĺ", + "Ñĥв ели", + "Ñĥвели Ñĩен", + "ãĤ« ãĥª", + "raw id", + "rawid ÅĤow", + "×ķ ×ķ׾", + "ãĥŁ ãĥ¥", + "ì½ ĺ", + "ĠBy ÅĤ", + "Ðľ ÐIJ", + "ع ÙIJ", + "ĠÑģовеÑĢ ÑĪ", + "ĠÑģовеÑĢÑĪ енно", + "Ġм ой", + "Ġ×ķ׾×IJ ×Ĺר", + "æħ £", + "æħ£ ãĤĮ", + "ØŃ Ø§Ùģظ", + "Ġ무 ë£Į", + "à¸Ħà¸ĵะ à¸ģรรม", + "à¸Ħà¸ĵะà¸ģรรม à¸ģาร", + "Ġìĸ´ ëĶĶ", + "Ġdif eren", + "Ġdiferen ça", + "ĠاÙĦØ£ ساس", + "ĠاÙĦأساس ÙĬØ©", + "Ġ׾×IJ×Ĺר ×ķ׳×Ķ", + "ê· ł", + "Ġ×Ķש׳×Ļ ×Ļ×Ķ", + "ìľĦìĽIJ ìŀ¥", + "ลุ à¸ģ", + "ç iler", + "Ġ×Ķ×IJ ׾×ķ", + "èģŀ ãģı", + "Ġ×ķ×IJ פ×Ļ׾×ķ", + "ĠÑĢе ализ", + "ĠÑĢеализ аÑĨи", + "ระยะ à¹Ģวลา", + "Ġجدا Ùĭ", + "تب اع", + "Ġveh ÃŃculo", + "Ġдол г", + "à¸Ľà¸£à¸´ มาà¸ĵ", + "ì¦ IJ", + "Ġ׾ ×ŀק×ķ×Ŀ", + "ĠìĤ¬ ì§Ħ", + "à¸Ĭ à¹īา", + "Ġ×ŀ×¢ ×ķ׾×Ķ", + "Ġgö rm", + "Ġgörm ek", + "ĠÙĪÙĩ Ø°Ùĩ", + "пеÑĢ в", + "пеÑĢв ÑĭÑħ", + "ê·¸ ëŀĺ", + "ĠاÙĦبر ÙĬØ·", + "ĠاÙĦبرÙĬØ· اÙĨÙĬ", + "ĠиÑİ Ð½Ñı", + "ĠÐĵ оÑĢ", + "Ġ׾ ש׾×Ŀ", + "ÐIJ ÐĿ", + "Ġназ наÑĩен", + "о оÑĢ", + "ооÑĢ Ñĥж", + "Ġöz elli", + "Ġözelli ÄŁi", + "Ġни же", + "ç¶ļ ãģijãģ¦", + "Ġа ÑĢенд", + "Ġkat ılı", + "Ġkatılı m", + "ĠØ¥ Ø·ÙĦاÙĤ", + "ĠÙĪØ¥ ذا", + "Ġок ÑĤÑı", + "ĠокÑĤÑı бÑĢÑı", + "à¹Ĥà¸ķ à¹", + "à¹Ĥà¸ķ๠Ĭ", + "à¹Ĥà¸ķà¹Ĭ ะ", + "Ġolduk ları", + "Ùħ ÙĪÙĤع", + "ëĤ ©", + "ãģ¨æĢĿ ãģ£ãģ¦ãģĦãĤĭ", + "Ġש ×Ļ׼×ķ׾", + "วา à¸Ķ", + "س ÙĬÙĦ", + "à¸Ĥ วั", + "à¸Ĥวั à¸į", + "تØŃ ÙĥÙħ", + "ì ĤŃ", + "Ġconna ît", + "׳ פת×Ĺ", + "Ġch ặ", + "Ġchặ n", + "ĠÙħ ØŃÙħ", + "ĠÙħØŃÙħ ÙĪد", + "ãģ ´", + "ĠпÑĢодÑĥк ÑĨии", + "зд ÑĢав", + "ãģĶ è¦", + "ãģĶè¦ §", + "×IJ×ij ×IJ", + "Ġvé ritable", + "ĠØ· ÙģÙĦ", + "ãĥĪãĥ© ãĥĸãĥ«", + "ê³ ¡", + "Ġת ×ŀ×ķ׳×Ķ", + "Ġki ên", + "ĠÙĤ ادر", + "Ø¥ÙĤ ÙĦÙĬÙħ", + "ĠпÑĢед пÑĢи", + "ĠпÑĢедпÑĢи ÑıÑĤиÑı", + "Ġb Äĥng", + "Ġay ında", + "Ġg ấp", + "еÑħ ал", + "Ġgi Ãłnh", + "Ġд ав", + "Ġдав но", + "ìĺĢ ëĭ¤", + "à¸Ļัà¸ģ à¹Ģà¸ķ", + "à¸Ļัà¸ģà¹Ģà¸ķ ะ", + "Ùħست شار", + "ست راتÙĬج", + "ستراتÙĬج ÙĬ", + "رÙħ ز", + "Ġt Ä©nh", + "ë¡ Ń", + "ĠÑĩ еÑĤ", + "ĠÑĩеÑĤ Ñĭ", + "ĠÑĩеÑĤÑĭ ÑĢе", + "ĠEnt ão", + "Ġص غ", + "Ġصغ ÙĬرة", + "×ij×Ļ×ĺ ×ķ׾", + "خط ÙĪØ·", + "ĠÑĢазвиÑĤ ие", + "Ġamacı yla", + "à¸Ĺี วี", + "Ġо ÑģÑĤ", + "ĠоÑģÑĤ алÑĮн", + "ש×ķ׾׊ף", + "Ġ׼ ׳×Ļס", + "Ġ׼׳×Ļס ×Ķ", + "Ġd áºŃy", + "ĠyaÅŁ ayan", + "Ġ×ŀ×Ķ ×ķ×ķ×Ķ", + "ĠÑĥ Ñģи", + "ĠÑĥÑģи ли", + "×ŀ פ×Ļ", + "ĠпÑĢовед ениÑı", + "Ġر ب", + "Ġرب Ùħا", + "ĠاÙĦØ£ ÙĪسط", + "Ġìľł ì§Ģ", + "Ġprac ownik", + "Ġpracownik ów", + "×ŀס ×ķרת", + "ÙĤار ب", + "à¸Ħวาม รูà¹īสึà¸ģ", + "à¹ģหล ะ", + "ĠاÙĦÙĨ ÙĤد", + "Ġ×IJ׾ פ×Ļ", + "Ùħس ئ", + "Ùħسئ ÙĪÙĦ", + "ев ÑĭÑħ", + "клÑİÑĩ ениÑı", + "×ij ×Ļ׳", + "×ij×Ļ׳ ×Ļ×Ķ×Ŀ", + "ש ×ķ×IJ×Ķ", + "ĠÅŁ ark", + "ĠÅŁark ı", + "Ġsü rec", + "Ġsürec in", + "à¹Ģà¸Ħร à¸Ķ", + "à¹Ģà¸Ħรà¸Ķ ิà¸ķ", + "ãĥIJ ãĥ¬", + "ĠØ´ Ø£ÙĨ", + "à¹Ģà¸Ńา à¹Ħวà¹ī", + "niÄĻ cie", + "רצ ×Ĺ", + "ĠaÅŁ ama", + "׳ פ×Ĵ×¢", + "Ġth á»Ŀ", + "Ġkhu ẩn", + "diÄŁ inde", + "ÑıÑī иÑħ", + "ãĥĺ ãĥ«", + "Ġüber h", + "Ġüberh aupt", + "ĠÑĤÑĢеб ова", + "ĠdÅĤ ugi", + "×ĺ ×Ļף", + "à¸Ĥà¸Ļาà¸Ķ à¹ĥหà¸įà¹Ī", + "ĠاÙĦØ£ Ùĩ", + "ĠاÙĦØ£Ùĩ ÙĦÙĬ", + "ĠMü d", + "ĠMüd ürü", + "Ġ×Ļ×Ķ ×ķ×ĵ×Ķ", + "Ñĭв аеÑĤÑģÑı", + "س اط", + "×Ķת ׳×Ķ×Ĵ", + "×Ķ×ª×ł×Ķ×Ĵ ×ķת", + "à¸ģาร à¸ľà¸¥à¸´à¸ķ", + "íĴ Ģ", + "สà¸ĸาà¸Ļ à¸ģารà¸ĵà¹Į", + "Ġо ÑĦ", + "ĠоÑĦ иÑģ", + "ĠÙĦ عبة", + "Ġstron ÄĻ", + "Ġר×IJ ×ķ×Ļ", + "×Ĺ ×ij׾", + "ĠÑĢÑĭ н", + "ĠÑĢÑĭн ке", + "Ġ׾×ŀ×¢ ף", + "اس ÙĦ", + "ห ัà¸Ļ", + "Ġ×IJ ×Ĺ×Ļ", + "ĠпÑĢод ол", + "ê°Ģ ìŀħ", + "Ġ×ijר ×Ĺ", + "Ġ×ijר×Ĺ ×ij×Ļ", + "дж еÑĢ", + "Ġ׾ ×Ĺ׾", + "Ġ׾×Ĺ׾ ×ķ×ĺ", + "Ġ׾×Ĺ׾×ķ×ĺ ×Ļף", + "ศาส à¸Ļา", + "ãĤ¢ãĤ¤ ãĥĨ", + "ãĤ¢ãĤ¤ãĥĨ ãĥł", + "Ġפר ×ķפ", + "جز اء", + "ล à¸Ńย", + "Ġc iaÅĤa", + "Ġgi ết", + "ĠзнаÑĩ иÑĤелÑĮно", + "Ġolmad ıģ", + "Ġolmadıģ ını", + "н д", + "нд екÑģ", + "تأ Ùĥد", + "Ġìĸ ¸", + "Ġìĸ¸ ìłľ", + "ay dın", + "ãĥī ãĥ¬ãĤ¹", + "Ġs ắt", + "Ġíĺ¸ íħĶ", + "Ġë¶ ģ", + "Ġë¶ģ íķľ", + "ãĥij ãĤ¤", + "Ġ×ŀש×Ĺק ×Ļ", + "à¸Ħà¸Ļ à¸Ńืà¹Īà¸Ļ", + "Ġиз гоÑĤов", + "ĠизгоÑĤов лен", + "à¹Ģà¸ģีย ร", + "à¹Ģà¸ģียร à¸ķิ", + "תק שר", + "ĠÑĢаÑģ ÑĩеÑĤ", + "ส à¹Ģà¸ķ", + "Ġl änger", + "ĠiÅŁ let", + "ĠiÅŁlet me", + "Ġع ÙĦÙĬÙĨ", + "ĠعÙĦÙĬÙĨ ا", + "é lection", + "ĠاÙĦغ ربÙĬØ©", + "íĭ Ģ", + "ãĤĤãĤī ãģĪ", + "Ġкни ги", + "Ø£ سÙħ", + "أسÙħ اء", + "Ġth á»ı", + "Ġthá»ı a", + "หà¸Ļ ู", + "Ġ×ł×¢ ש×Ķ", + "à¸łà¸²à¸¢ à¹ĥà¸ķà¹ī", + "à¸ŀื à¸Ĭ", + "رÙĬ Ø·", + "Ùģ ÙĪض", + "ãģĤãĤĬãģĮãģ¨ãģĨãģĶãģĸ ãģĦãģ¾ãģĹãģŁ", + "ש ×ĵ×Ķ", + "Ġng á»±c", + "ĠÑģеÑĢ ÑĮ", + "ĠÑģеÑĢÑĮ езн", + "T ôi", + "Ġfiyat ları", + "ĠвÑģ Ñİ", + "ĠC ódigo", + "Ġ×Ķש ×IJ", + "Ġ×Ķש×IJ ׾×Ķ", + "ĠP ública", + "Ø¥ Ø®", + "إخ ÙĪاÙĨ", + "ĠзаÑıв ил", + "ãĥ¦ ãĥ¼", + "ר×IJ ×Ļת", + "vol ución", + "Ġsz ko", + "Ġszko ÅĤy", + "جرÙĬ دة", + "Ġpens é", + "ìī ¬", + "ĠBüyük ÅŁehir", + "ĠØ£Ùħ رÙĬ", + "ĠØ£ÙħرÙĬ ÙĥÙĬ", + "à¸Ļัà¸ģ ศึà¸ģษา", + "Ġtod av", + "Ġtodav ÃŃa", + "ĠС ан", + "ĠСан кÑĤ", + "íķĺ ìŀIJ", + "ØŃÙĪ اÙĦ", + "׼ ×ķשר", + "à¹Ģลย à¸Ħรัà¸ļ", + "Ġal gu", + "Ġalgu ém", + "Ùģ ز", + "Ġçek il", + "Ġ×ĵ ר׼×Ļ×Ŀ", + "ãĥIJ ãĥ©", + "à¸ģà¹ĩ สามารà¸ĸ", + "สà¹Īวà¸Ļ ลà¸Ķ", + "íı °", + "ĠP úb", + "ĠPúb lico", + "à¹ģà¸Ļว à¸Ĺาà¸ĩ", + "×IJת ×Ĵר", + "Ø´ اش", + "شاش Ø©", + "ci ÅĽni", + "ĠÃľ rün", + "ÙĦÙĪ ØŃ", + "ĠاÙĦ بÙĨ", + "ĠاÙĦبÙĨ Ùĥ", + "ì¡° ì¹ĺ", + "Ġorganiz ación", + "ãģĤãĤĬãģĮãģ¨ãģĨãģĶãģĸ ãģĦãģ¾ãģĻ", + "s ätze", + "ĠÑģем ей", + "ÙĤ صد", + "ÑģÑĤв еннÑĭе", + "Ġpréc éd", + "Ġprécéd ent", + "à¸ģรุà¸ĩà¹Ģà¸Ĺà¸ŀ ฯ", + "ãģ¨è¨Ģ ãģĦ", + "×ij׳×Ļ ×Ļף", + "ĠØŃ ÙĪ", + "ĠØŃÙĪ اÙĦÙĬ", + "סק ס", + "ĠsaÄŁlam ak", + "Ġ׾ צ×Ļ×Ļף", + "ק×ĵ ש", + "Ġ×Ķ×ŀ ×¢×¨×Ľ×ª", + "Ġ׾×Ķ ×¢×ij×Ļר", + "Ġg ünd", + "Ġgünd em", + "ĠнаÑĪ его", + "à¹ĥà¸Ļ à¸ŀืà¹īà¸Ļà¸Ĺีà¹Ī", + "à¹Ģà¸Ħร ืà¸Ń", + "à¹Ģà¸Ħรืà¸Ń à¸Ĥ", + "à¹Ģà¸Ħรืà¸Ńà¸Ĥ à¹Īาย", + "ظ اÙĩرة", + "ÙħÙĨ ظÙħ", + "ÙħÙĨظÙħ ات", + "Ùħت از", + "追 ãģĦ", + "dı kt", + "dıkt an", + "ĠëįĶ ìļ±", + "ĠÐĿ апÑĢимеÑĢ", + "tw ór", + "×ŀ×ķ×¢ צ×Ķ", + "Ùĥ ÙĪÙĥ", + "Ð ©", + "×ŀ×ĺ פ׾", + "ó lica", + "訪 ãĤĮ", + "ĠëĮĢ ë¶Ģ", + "ĠëĮĢë¶Ģ ë¶Ħ", + "ãĤ¯ãĥª ãĥĥãĤ¯", + "ãĤĴ éģ¸", + "ãĤĴéģ¸ ãģ¶", + "Ġpow sta", + "Ġpowsta ÅĤ", + "Ġraz ón", + "×ij ×ķ×Ĺר", + "ĠÑģообÑī ил", + "Ġק ×ij×ķ×¢", + "r êt", + "à¸Ķี à¸Ĥึà¹īà¸Ļ", + "×ŀס ×¢×ĵ", + "×ŀסע×ĵ ×ķת", + "ĠÃĸ sterreich", + "Ġ׳ ×Ĺש×ij", + "Ùħباد رة", + "ì´ ī", + "×Ĵ ׳×ĺ×Ļ", + "ä¿¡ ãģĺ", + "du ÄŁ", + "duÄŁ unu", + "Ġph ú", + "ĠاÙĦØ£ Ø®ÙĬر", + "Ġت عتبر", + "landır ıl", + "ãģ¨ãģ¯ ãģĦ", + "ãģ¨ãģ¯ãģĦ ãģĪ", + "ĠاÙĦ Ø·ÙĦ", + "ĠاÙĦØ·ÙĦ اب", + "ĠN º", + "éģ¿ ãģij", + "اÙĦ Ùħع", + "اÙĦÙħع رÙĪÙģ", + "ส à¸łà¸²", + "éĽ¢ ãĤĮ", + "ĠпомоÑī ÑĮ", + "Ġзна еÑĤ", + "ãĥĹãĥ¬ ãĤ¼", + "ãĥĹãĥ¬ãĤ¼ ãĥ³ãĥĪ", + "Ġsup érieur", + "Ġש׾ ×Ļש×Ļ", + "ĠاÙĦÙĨ ÙĪع", + "ãĤĵãģ§ãģĻ ãģŃ", + "à¸Ńà¸ļ รม", + "Ġgi á»įng", + "Ġwzgl ÄĻd", + "ĠاÙĦÙģ ÙĤر", + "è rent", + "Ġ×ŀ×IJ ×Ĺ", + "Ġ×ŀ×IJ×Ĺ ×ķר×Ļ", + "×Ĵ ×Ĵ", + "×Ļ ×Ļ×ij", + "ÙħÙĦ اب", + "ÙħÙĦاب س", + "Ġhük ü", + "Ġhükü met", + "Ġ×ŀ×Ĵ ×Ļ×ij", + "ĠÐŀ Ñĩ", + "ĠÐŀÑĩ енÑĮ", + "æĹ© ãģĦ", + "Ġconstr ucción", + "Ġth ượng", + "ï¼ ĭ", + "Ġcor ação", + "à¹Ģหล à¹ĩà¸ģ", + "ĠBaÅŁ b", + "ĠBaÅŁb akan", + "éĢ£ ãĤĮ", + "ãģĻãĤĭ ãģĵãģ¨ãģĮãģ§ãģįãģ¾ãģĻ", + "ĠÙĤ اÙħت", + "Ġا Ùĥثر", + "Ùģاع ÙĦ", + "ĠÑĦ оÑĢ", + "ĠÑĦоÑĢ Ñĥм", + "غ Ø°ÙĬ", + "ĠiÅŁ le", + "ĠiÅŁle ml", + "ĠiÅŁleml eri", + "ĠìĤ¬ëŀĮ ìĿĢ", + "Ġìŀij ìĦ±", + "Ġë§Ī 볨", + "Ùħ جÙĦس", + "หม ู", + "д в", + "дв иг", + "двиг а", + "à¹Ģสีย à¸Ĭีวิà¸ķ", + "×Ķת פת×Ĺ", + "×Ķתפת×Ĺ ×ķת", + "ĠмеÑĤ ÑĢо", + "ĠÑģ енÑĤ", + "ĠÑģенÑĤ Ñı", + "ĠÑģенÑĤÑı бÑĢÑı", + "ê³ §", + "Ġ׾ פע", + "Ġ×ľ×¤×¢ ×ŀ×Ļ×Ŀ", + "à¹Ģà¸ļ ีย", + "詳 ãģĹãģı", + "çķ° ãģªãĤĭ", + "ĠÄ°l çe", + "ĠAt at", + "ĠAtat ür", + "ĠAtatür k", + "รุ à¹Īà¸ĩ", + "Ġkald ı", + "Ġ주 ìŀ¥", + "Ġprés ence", + "Ġн аб", + "Ġнаб лÑİ", + "ĠнаблÑİ Ð´Ð°", + "ĠÑģам ого", + "×Ĵ ×ķש", + "×ŀ×ĺ ×ķפ", + "×ŀ×ĺ×ķפ ׾", + "ĠвÑĭб иÑĢа", + "ĠìŀIJ 리", + "åĪĨ ãģĭãĤīãģªãģĦ", + "Ġз Ñĥб", + "Ġש׼ ×ijר", + "Ġد ائ", + "Ġدائ Ùħا", + "ĠпаÑĢ ÑĤи", + "ï¼ ²", + "ĠاÙĬ ضا", + "ĠÑħ оз", + "ĠÑħоз Ñı", + "ĠÑħозÑı й", + "ĠÑħозÑıй ÑģÑĤв", + "ĠاÙĦØ£ ج", + "ĠاÙĦأج ÙĨب", + "ĠاÙĦأجÙĨب ÙĬØ©", + "ĠÐĹ Ð½Ð°", + "ĠAp ós", + "ĠÑį неÑĢ", + "ĠÑįнеÑĢ ги", + "Ġy ans", + "Ġyans ı", + "ĠJust i", + "ĠJusti ça", + "Ġpré vu", + "ม วล", + "ìŀ¥ ëĭĺ", + "à¸ģระ à¸ļ", + "à¸ģระà¸ļ วà¸Ļ", + "à¸ģระà¸ļวà¸Ļ à¸ģาร", + "×ŀ ×ŀ", + "×ŀ×ŀ ×ķצע", + "Ġh ẹ", + "Ġhẹ n", + "зд ание", + "Ġak ÅŁ", + "ĠakÅŁ am", + "×ĺ ×ķפ", + "Ġgere kt", + "Ġgerekt i", + "Ġgerekti ÄŁini", + "Ġnar z", + "Ġnarz ÄĻdzi", + "é po", + "épo que", + "ĠTh ần", + "Ġwys oko", + "Ġwysoko ÅĽci", + "à¸ľà¸¹à¹ī à¸Ľ", + "à¸ľà¸¹à¹īà¸Ľ à¹Īวย", + "ĠÙĬ بدÙĪ", + "ÑĤелÑĮ ного", + "Ġвз глÑıд", + "Ġjed nÄħ", + "ĠìĿĺ 견", + "Ġ à¸Ĥà¸ĵะà¸Ĺีà¹Ī", + "פ ×Ļ×ĵ", + "ìĥģ ëĭ´", + "Ġm ỡ", + "×Ķ ×ŀ׾", + "×Ķ×ŀ׾ צ×ķת", + "ĠÑģоÑģÑĤ о", + "ĠÑģоÑģÑĤо иÑĤ", + "Ġав и", + "Ġави а", + "ĠL änder", + "تص ÙĪÙĬر", + "×ŀ×ĵ ×Ļ×Ķ", + "ìłĪ ì°¨", + "ãģ¨ ãĤĬ", + "ãģ¨ãĤĬ ãģĤ", + "ãģ¨ãĤĬãģĤ ãģĪ", + "ãģ¨ãĤĬãģĤãģĪ ãģļ", + "ĠÑĢ Ñıд", + "ĠÑĢÑıд ом", + "ĠNh ất", + "ĠاÙĦÙĥ اÙħÙĦ", + "×Ĺ׾ ׾", + "ĠGi ấy", + "צ ×ĺר", + "צ×ĺר ×£", + "Ġ׾×ij ×ĺ׾", + "Ġим еÑĤÑĮ", + "ס×ŀ ×ķ×ļ", + "Ġparticip ação", + "íķľëĭ¤ ë©´", + "ÙħÙĨت دÙĬ", + "ÙħÙĨتدÙĬ ات", + "ĠeÄŁ len", + "g änge", + "رب ØŃ", + "ãĤ® ãĥ£", + "ĠاÙĦر ÙĤÙħ", + "à¸ĭ à¹īำ", + "ĠH óa", + "×ŀר ×Ĺק", + "ØŃÙħ اÙħ", + "بÙĪ Ùĥ", + "ĠArt ÃŃculo", + "ãĥĦ ãĤ¢ãĥ¼", + "×Ķפ ׼×Ķ", + "×Ĺ׾ ×ķף", + "ĠпеÑĢе Ñħод", + "len miÅŁ", + "زر اعة", + "Ġseñ or", + "ãģ£ãģ¦ ãģįãģ¦", + "Ø¥ Ø´", + "إش ارة", + "Ġpod ÃŃa", + "ĠÃľ lke", + "н ÑģкаÑı", + "Ġadapt é", + "Ġdüzen len", + "Ġdüzenlen en", + "ĠÑģÑĤ ала", + "ĠÙĬ ØŃتاج", + "Ġn ier", + "Ġnier uch", + "Ġnieruch omo", + "Ġnieruchomo ÅĽci", + "ãģĵãģ¨ãģĮ ãģĤãĤĭ", + "ยà¸Ńà¸Ķ à¹Ģยีà¹Īยม", + "ĠÙħ ج", + "ĠÙħج اÙĨÙĬ", + "Ġз аб", + "Ġзаб ол", + "Ġзабол ев", + "Ġзаболев аниÑı", + "ĠÅĽ ro", + "ĠÅĽro dk", + "ĠÅĽrodk ów", + "Ġ×Ķ ׾×IJ×ķ×ŀ×Ļ", + "Ġdok ÅĤad", + "ĠdokÅĤad nie", + "ãģŁãģı ãģªãģĦ", + "ãģ¯ãģļ ãģ§ãģĻ", + "ãģ¨æĢĿ ãģ£ãģ¦ãģĦãģŁ", + "é cran", + "ìĹħ ì²´", + "trzym aÅĤ", + "ÑģÑĤв еннÑĭй", + "ĠNot ÃŃc", + "ĠNotÃŃc ias", + "Ùħ رÙĬ", + "ÙħرÙĬ ض", + "æ°Ĺ è»", + "æ°Ĺè» ½", + "æ°Ĺ軽 ãģ«", + "ëĵ £", + "Ġ×ĵ ×ķ×IJר", + "Ġ׾ ×ŀ׳", + "Ġ׾×ŀ׳ ×ķ×¢", + "ĠçalÄ±ÅŁ ıyor", + "ĠÅŁ idd", + "ĠÅŁidd et", + "ĠM ặt", + "Ġate ÅŁ", + "ĠполÑĥÑĩ ениÑı", + "à¹Ģà¸Ħรืà¹Īà¸Ńà¸ĩ มืà¸Ń", + "Ġgrö ÃŁer", + "د ائ", + "دائ رة", + "Ġbul un", + "Ġbulun maktadır", + "à¹Ģห ร", + "à¹Ģหร ีย", + "à¹Ģหรีย à¸į", + "à¸Ļัà¸ģ à¸Ĺà¹Īà¸Ńà¸ĩà¹Ģà¸Ĺีà¹Īยว", + "Ġalan ında", + "ĠÑĥ зна", + "Ġл еÑĩение", + "売 ãĤĮ", + "Ġçev ir", + "Ġdeste ÄŁi", + "ĠheiÃŁ t", + "âĸ ²", + "ØŃ Ø·", + "à¸Ħำ à¸ķà¸Ńà¸ļ", + "ãĤªãĥ³ ãĥ©ãĤ¤ãĥ³", + "Ġ×ij×Ĺ×Ļ ×Ļ×Ŀ", + "ãĥ¦ ãĥĭ", + "Ġdüzenle me", + "Ġmodal itÃł", + "سر Ø·", + "سرط اÙĨ", + "×ŀ׼ ×ķף", + "ĠданнÑĭ й", + "تر ت", + "ترت ÙĬب", + "à¸ļาà¸ĩ à¸Ħà¸Ļ", + "ĠÄIJ á»ĭnh", + "ม ูล", + "มูล à¸Ħà¹Īา", + "ÙĨ ÙĤص", + "à¸ģาร รัà¸ģษา", + "ĠÑĦ он", + "ĠÑĦон д", + "ãĤĪãģĨ ãģ«ãģªãģ£ãģŁ", + "Ùħع اÙĦ", + "ÙħعاÙĦ جة", + "ĠOs man", + "ĠOsman lı", + "иÑĩеÑģк ом", + "à¸Ńยาà¸ģ à¸Īะ", + "ãģķãģ¾ ãģĸ", + "ãģķãģ¾ãģĸ ãģ¾", + "ãģķãģ¾ãģĸãģ¾ ãģª", + "Ġת ×ķ׼׾", + "×¢ צ×ij", + "ĠاÙĦع سÙĥ", + "ĠاÙĦعسÙĥ رÙĬ", + "Ġvé hic", + "Ġvéhic ule", + "Ġ×Ļצ ×Ĺק", + "ĠاÙĦÙĪ ØŃ", + "ĠاÙĦÙĪØŃ ÙĬد", + "ĠاÙĦع دÙĪ", + "ĠQu ản", + "Ġê³µ ëıĻ", + "بد ÙĦ", + "ĠÄij ảng", + "Ġm á»ĩnh", + "Ġnie zb", + "Ġniezb ÄĻ", + "ĠniezbÄĻ dn", + "Ġyayın lan", + "обÑī и", + "Ġgö tür", + "צ פ", + "צפ ×ķ×Ļ", + "ĠÙĦÙĬ بÙĬ", + "ĠÙĦÙĬبÙĬ ا", + "ØŃ ÙĪا", + "Ġд об", + "Ġдоб ÑĢо", + "иÑĢÑĥ ем", + "ĠاÙĦØŃÙĥÙĪÙħ ÙĬØ©", + "m Ã¤ÃŁig", + "Ġed ición", + "влек аÑĤелÑĮ", + "влекаÑĤелÑĮ н", + "Ġת ש׾×ķ×Ŀ", + "Ġ×Ķש ×ķ׳×Ļ×Ŀ", + "มิ à¸ĸุ", + "มิà¸ĸุ à¸Ļ", + "มิà¸ĸุà¸Ļ ายà¸Ļ", + "é£Łãģ¹ ãģ¦", + "ĠìĪĺ ì§ij", + "ס ×ij×Ļ", + "ĠиÑİ Ð»Ñı", + "Ġà¹Ħà¸Ķà¹ī à¹ģà¸ģà¹Ī", + "׾×Ĺ ×Ŀ", + "tr ä", + "trä gt", + "ãģĿãĤĤ ãģĿãĤĤ", + "ÐĿ Ðķ", + "Ġв нÑĥÑĤ", + "ĠвнÑĥÑĤ ÑĢи", + "ãģ¨ ä¸Ģç·Ĵãģ«", + "ãĤ« ãĥķãĤ§", + "Ġ×ij×Ĺ ×ĵר", + "×Ĺ ×ŀש", + "ãĤ¨ ãĥį", + "ãĤ¨ãĥį ãĥ«", + "ãĤ¨ãĥįãĥ« ãĤ®", + "ãĤ¨ãĥįãĥ«ãĤ® ãĥ¼", + "à¸Ĥà¸Ńà¸ĩ à¸ķัวà¹Ģà¸Ńà¸ĩ", + "بÙĤ اء", + "פס ×Ļ׼", + "פס×Ļ׼ ×ķ׾×ķ×Ĵ", + "ãĥ¡ ãĥĥ", + "ãĥ¡ãĥĥ ãĤ»", + "ãĥ¡ãĥĥãĤ» ãĥ¼ãĤ¸", + "ÙĦ ÙĤب", + "A Äŀ", + "שק ×Ļ×¢", + "ÙĤ ساÙħ", + "×ĵ×ķ×Ĵ ×ŀ×Ķ", + "æ·± ãģĦ", + "íĸĪ ëĬĶëį°", + "ĠrozwiÄħz anie", + "à¸Ļัà¹Īà¸Ļ à¹Ģà¸Ńà¸ĩ", + "×Ļצ ×ij", + "Ġtr ông", + "à¹ĥà¸Ĭà¹ī à¸ļริà¸ģาร", + "ĠاÙĦÙħÙĪ سÙħ", + "ĠдеÑĤ и", + "ãģĹãģĭ ãģªãģĦ", + "ס ×Ļף", + "Ġréfé rence", + "à¹ģห à¹īà¸ĩ", + "ãĤĤãĤī ãģ£ãģŁ", + "Ġ׾ ר׼", + "Ġ׾ר׼ ×ķש", + "شع ÙĪر", + "ĠÐij ог", + "Ġlaz ım", + "Ġ×Ļש ׳×Ŀ", + "Ġп аÑĢÑĤ", + "ĠпаÑĢÑĤ неÑĢ", + "ĠÑĥ ника", + "ĠÑĥника лÑĮн", + "Ġmaté riel", + "×ŀר ק", + "Ġph Æ°á»Ŀng", + "Ġз ай", + "Ġзай м", + "Ùģ ÙĤد", + "Univers itÃł", + "×¢ ר׼×Ļ×Ŀ", + "Ġba ño", + "Ġн оÑı", + "ĠноÑı бÑĢÑı", + "à¸Ľ à¹īาย", + "Ġt ats", + "Ġtats äch", + "Ġtatsäch lich", + "ĠÑĤÑĢ еÑĤÑĮ", + "Ñį м", + "ãĥĻ ãĥ¼ãĤ¹", + "Ġnh á»±a", + "ìĬ¤ íģ¬", + "ĠعبداÙĦ ÙĦÙĩ", + "Ġת ×ķר×Ķ", + "أش ÙĬ", + "أشÙĬ اء", + "ĠÙĦÙĦ غا", + "ĠÙĦÙĦغا ÙĬØ©", + "Ùħ ÙĪاÙĤ", + "ÙħÙĪاÙĤ Ùģ", + "ĠgÅĤówn a", + "Ġart Ä±ÅŁ", + "Ġ×ŀק ×ķ×ŀ×Ļ", + "ãĤ¯ãĥ© ãĥĸ", + "Ġس ÙĪÙī", + "ĠìŬ ìĦ±", + "اس ر", + "اسر ائÙĬÙĦ", + "Ġ׳ ×Ľ×ª×ij", + "ย à¹īà¸Ńà¸Ļ", + "Ġdeber á", + "Ġph ẫu", + "ÑİÑī ем", + "ĠÙĦدÙĬ ÙĨا", + "×ŀ×ĺ ×Ķ", + "Ġ׳ ×ķ׾×ĵ", + "ĠвÑģÑĤÑĢ еÑĩа", + "ãĤīãĤĮ ãģ¦ãģĦãģ¾ãģĻ", + "ĠcaÅĤ ej", + "ย ึ", + "ยึ à¸Ķ", + "поÑĤ ен", + "поÑĤен ÑĨи", + "Ġл иÑĤ", + "ĠлиÑĤ еÑĢ", + "ĠлиÑĤеÑĢ аÑĤÑĥÑĢ", + "Ġкажд ом", + "ĠíĮ IJ", + "ĠíĮIJ ëĭ¨", + "à¸Ī ู", + "Ġpres ença", + "ãģªãĤĵ ãģ§", + "Ùħ ÙĬاÙĩ", + "ин ÑĦоÑĢм", + "инÑĦоÑĢм аÑĨион", + "инÑĦоÑĢмаÑĨион н", + "ĠìŀIJ ìĹ°", + "ר׼ ש", + "Ġöd ül", + "ç¶ļ ãģı", + "Ġп Ñģ", + "ĠпÑģ иÑħ", + "ĠпÑģиÑħ олог", + "ت Ø°Ùĥر", + "Ġìŀħ ìŀ¥", + "ล à¸Ķà¹Į", + "ìĦł ê±°", + "ãģ£ãģ¦ ãģĬãĤĬãģ¾ãģĻ", + "Ġ×Ļ ×¢", + "Ġ×Ļ×¢ ק×ij", + "ĠاÙĦØ· عاÙħ", + "ãĥĨ ãĤ¹ãĥĪ", + "ĠTu ấn", + "Ġparticip ación", + "×ŀ×ķ×ŀ ×Ĺ×Ķ", + "×Ĵר ס×Ķ", + "ĠاÙĦتÙĨ ÙģÙĬ", + "ĠاÙĦتÙĨÙģÙĬ Ø°ÙĬ", + "ĠбезопаÑģ н", + "ge f", + "gef ähr", + "Ø´ ÙĪر", + "Ġmy ÅĽli", + "ÙĪا Ø´ÙĨ", + "ÙĪاشÙĨ Ø·ÙĨ", + "׳×ķס ×¢", + "Ùĥ Ùĩ", + "ÙĥÙĩ رب", + "ÙĥÙĩرب اء", + "Ġmus iaÅĤ", + "ìĭ ¸", + "ãĥĸãĥ© ãĥĥãĤ¯", + "Ġcré é", + "ÙĨÙĩ ار", + "owo ÅĽÄĩ", + "ÙħØŃا ÙĥÙħ", + "ĠwÅĤa ÅĽ", + "ĠwÅĤaÅĽ c", + "ĠwÅĤaÅĽc iciel", + "ĠÙĬ ؤ", + "ĠÙĬؤ دÙĬ", + "×ŀ×¢ ×ķ׳", + "×IJ ×ij׾", + "خط Ø£", + "ĠÑħ олод", + "×ĸ ×ķ׾", + "ãģĵãĤĮ ãĤī", + "ãģĵãĤĮãĤī ãģ®", + "Ġbás ica", + "ฤ à¸Ķ", + "ฤà¸Ķ ูà¸ģ", + "ฤà¸Ķูà¸ģ า", + "ฤà¸Ķูà¸ģา ล", + "èIJ½ãģ¡ çĿĢ", + "ãģªãģĦ ãģĵãģ¨", + "ص ÙĪÙħ", + "ÙĨج ØŃ", + "׳ק ×ķ×ĵ", + "׳ק×ķ×ĵ ת", + "кл аÑģÑģ", + "íķĺìĭľ ëĬĶ", + "ëĦ ĺ", + "Ġש×IJ ×Ļ׳×ķ", + "ĠС ейÑĩаÑģ", + "may acaģı", + "Ġyap ılır", + "Ġcategor ÃŃa", + "عب اد", + "ĠТ еп", + "ĠТеп еÑĢÑĮ", + "×Ķ×Ļס×ĺ ×ķר×Ļ", + "h ế", + "ãĤ³ ãĥ¼ãĥī", + "Ġcabe ça", + "ج Ùħا", + "جÙħا Ùĩ", + "جÙħاÙĩ ÙĬر", + "ä½İ ãģĦ", + "ĠÑĤоваÑĢ ов", + "à¸Ĭาว à¸ļà¹īาà¸Ļ", + "ĠÑģÑĤан ов", + "ĠÑģÑĤанов иÑĤÑģÑı", + "ĠавÑĤом обилÑĮ", + "ĠÑģлÑĥÑĩ ай", + "à¸Ńั à¸ŀ", + "ĠG iriÅŁ", + "ĠìĿ¼ ëĭ¨", + "ĠпÑĢ оÑģ", + "ĠпÑĢоÑģ моÑĤÑĢ", + "ãģªãģıãģª ãģ£ãģŁ", + "มี à¸Ľà¸±à¸įหา", + "ïº İ", + "éc oute", + "ĠÙħ ÙĪجÙĪد", + "Ġس رÙĬع", + "ĠÙĪÙĩ ÙĨا", + "ĠÙĪÙĩÙĨا Ùĥ", + "à¸Ħุà¸ĵ สม", + "à¸Ħุà¸ĵสม à¸ļัà¸ķิ", + "Ġìļ° ìĦł", + "à¸ŀระ à¸ŀุà¸Ĺà¸ĺ", + "好 ãģ¿", + "ظ ÙĦÙħ", + "Ġм акÑģ", + "ĠмакÑģ ималÑĮ", + "ĠмакÑģималÑĮ но", + "ãĥª ãĤ¢ãĥ«", + "à¹ģมà¹ī วà¹Īา", + "ĠاÙĦØŃ ÙĪار", + "ãĥĹãĥ© ãĤ¹", + "Ġع ÙĦاÙĤØ©", + "Ġíĸī ëıĻ", + "Ġgönder il", + "Ġl ãi", + "ĠsaÄŁ lıkl", + "ĠsaÄŁlıkl ı", + "ĠÑĪ аг", + "Ġ×ij×IJר ×Ķ", + "prowadzi Äĩ", + "ãģĦãģı ãģ¤ãģĭ", + "Ġبت ارÙĬØ®", + "Ġ×ij×IJ×ķת ×Ķ", + "Ġmó c", + "ĠÐľ не", + "ãĥĹãĥ¬ ãĥ¼", + "×IJ ×ĸר×Ĺ", + "åł´åIJĪ ãģ«ãģ¯", + "使 ãģĪ", + "à¹Ģร ืà¸Ńà¸Ļ", + "ĠÐŁ еÑĤ", + "ĠÐŁÐµÑĤ ÑĢ", + "ãģ«åħ¥ ãĤĭ", + "Ùħ ادة", + "à¹Ģà¸ĩ ืà¹Īà¸Ńà¸Ļ", + "à¹Ģà¸ĩืà¹Īà¸Ńà¸Ļ à¹Ħà¸Ĥ", + "ĠÑģоÑģÑĤоÑı ние", + "ôn ica", + "ĠÑĦ ев", + "ĠÑĦев ÑĢа", + "ĠÑĦевÑĢа лÑı", + "Ġ×ķ ×ĸ", + "Ġ×ķ×ĸ ×IJת", + "à¸Ħร ิ", + "à¸Ħริ ส", + "ĠÐķ Ñīе", + "ãģ£ãģ¦ãģĹãģ¾ ãģĦãģ¾ãģĹãģŁ", + "ĠпÑĢав иÑĤелÑĮ", + "ĠпÑĢавиÑĤелÑĮ ÑģÑĤв", + "Ġtä glich", + "Ġëĭ¹ ìĭľ", + "×ŀ×ķ×¢ ×ŀ×ĵ", + "Ġдв оÑĢ", + "æī ķ", + "æīķ ãģĦ", + "ĠÑģÑĤан еÑĤ", + "Ġвозд ейÑģÑĤв", + "ĠвоздейÑģÑĤв и", + "Ġf ête", + "à¹Ģส า", + "תק ×ķ×ķ×Ķ", + "Ġu yar", + "Ġuyar ı", + "à¸ģลัà¸ļ à¹Ħà¸Ľ", + "Ġgi Æ°á»Ŀng", + "Ġв а", + "Ġва ÑĪи", + "ĠÄij áºŃu", + "ĠSpa ÃŁ", + "ĠìķĦ ë§Ī", + "à¹Ħà¸Ķà¹ī à¸ĩà¹Īาย", + "Ġ×Ķ×ŀ ×ijקש", + "æĸ° ãģŁ", + "æĸ°ãģŁ ãģª", + "ılı yor", + "пл ан", + "Ġ×Ķ×ijר ×Ļ×IJ×ķת", + "ĠaÄŁ rı", + "Ġsay gı", + "建 ãģ¦", + "Ġnaj wyż", + "Ġnajwyż sz", + "سÙĬاس ات", + "ãģĬ å¾Ĺ", + "ĠاÙĦع ÙĦÙĬ", + "ĠاÙĦعÙĦÙĬ ا", + "Ġcoraz ón", + "ì¹ĺ ë£Į", + "หัว à¸Ĥà¹īà¸Ń", + "Ġب ØŃÙĬ", + "ĠبØŃÙĬ Ø«", + "зв езд", + "بÙĪ ابة", + "ÐĽ Ðĺ", + "ÙĦا زÙħ", + "Ġroz p", + "Ġrozp oc", + "Ġrozpoc zÄĻ", + "触 ãĤĮ", + "ĠاÙĦج ÙħÙĩ", + "ĠاÙĦجÙħÙĩ ÙĪر", + "Ġsp ÄĻd", + "ĠspÄĻd z", + "วิà¸Ĺยา ศาสà¸ķรà¹Į", + "ив аеÑĤÑģÑı", + "Ġдан ной", + "Ġreprés ente", + "ĠÄij á»ĭch", + "Ġ×¢×ŀ ×ķק", + "à¸Ńัà¸Ļ à¸ķร", + "à¸Ńัà¸Ļà¸ķร าย", + "Ġestr atég", + "Ġestratég ia", + "pad ÅĤ", + "Ġв полн", + "Ġвполн е", + "ĠпÑĢедоÑģÑĤав лен", + "×Ĺ׾ ×ķק", + "×Ĺ׾×ķק ת", + "ãĤ¢ ãĥĬ", + "ĠاÙĦغ Ø°", + "ĠاÙĦغذ ائÙĬ", + "ĠÑĥ зн", + "ĠÑĥзн аÑĤÑĮ", + "à¸ĭ à¹īาย", + "å½ĵ ãģ¦", + "ØŃÙĬ اء", + "Ġbás ico", + "ק×ķ×ij ×¢", + "ĠاÙĦÙħ باراة", + "ĠاÙĦÙĩ اتÙģ", + "Ġ׼ ׳×Ĵ×ĵ", + "à¸Ľà¸£à¸° หย", + "à¸Ľà¸£à¸°à¸«à¸¢ ัà¸Ķ", + "Ðļ ак", + "à¸Ĺีà¹Ī à¸Ļà¹Īา", + "à¸Ĺีà¹Īà¸Ļà¹Īา สà¸Ļà¹ĥà¸Ī", + "ãģ¾ ãģģ", + "ï½ ¢", + "Ñģк оп", + "Ġson rasında", + "Ġur zÄħd", + "ĠurzÄħd zenia", + "׼×ķ ×ķ׳", + "׼×ķ×ķ׳ ת", + "Ġ׾×Ķת ×ŀ×ķ×ĵ", + "Ġ׾×Ķת×ŀ×ķ×ĵ ×ĵ", + "ĠÑģ ли", + "ĠÑģли ÑĪ", + "ĠÑģлиÑĪ ком", + "ĠÑģÑĤ Ñĥд", + "ĠÑģÑĤÑĥд енÑĤ", + "Ġ×Ķ ×ķ×ĵ", + "Ġ×Ķ×ķ×ĵ ×¢×Ķ", + "ë¹Ħ ìļ©", + "à¸Ńยาà¸ģ à¹ĥหà¹ī", + "Ġb á»ģ", + "ยุ à¸Ĺà¸ĺ", + "Ðĺ ÐĿ", + "س ائر", + "Ø£ صÙĪÙĦ", + "ĠاÙĦغ رÙģ", + "ãģĵãģ¨ãĤĤ ãģĤãĤĬãģ¾ãģĻ", + "è¾¼ ãģ¾ãĤĮ", + "ĠاÙĦساب ع", + "Ġc ủ", + "ãģĦãģŁãģł ãģĦãģŁ", + "ì§ ĵ", + "ìĤ¬ 무", + "powied ź", + "تÙģ Ùĥ", + "تÙģÙĥ ÙĬر", + "иÑĢов ки", + "ĠíĨµ íķ´ìĦľ", + "ãĤ¨ ãĤ¹ãĥĨ", + "ĠдеÑıÑĤелÑĮ ноÑģÑĤÑĮ", + "ĠданнÑĭ м", + "Ġ×¢ ×ķר", + "Ġ×¢×ķר ׼×Ļ", + "×ķ×ĵ עת", + "Ġhayat ını", + "Ġb Äħd", + "ĠbÄħd ź", + "obs ÅĤug", + "à¹Ģà¸ŀียà¸ĩ à¹ģà¸Ħà¹Ī", + "à¸ĭ à¹Īา", + "è²ł ãģij", + "ĠÑģÑĤÑĢ ем", + "ĠÄij á»īnh", + "ĠÐł ÑĥÑģ", + "ĠN ữ", + "Ġ׾×Ķש ×Ļ×Ĵ", + "Ġjed noc", + "Ġjednoc ze", + "Ġjednocze ÅĽnie", + "Ġ×Ķ×Ĵ ×ij×ķ×Ķ", + "أخ ÙĦاÙĤ", + "ĠнаÑģ ел", + "ĠнаÑģел ениÑı", + "ĠÙĬ ÙĨب", + "ĠÙĬÙĨب غÙĬ", + "ãģĮ ãģĭ", + "ãģĮãģĭ ãģĭ", + "×Ĵ עת", + "Ðŀ Ðł", + "ĠналиÑĩ ии", + "Ġë§Ī ì§Ģ", + "Ġë§Īì§Ģ ë§ī", + "Ġíĸī ìĤ¬", + "Ġtre ÅĽci", + "Ġê°Ģ ì¹ĺ", + "ì¦ ĺ", + "Ġана лог", + "×Ķצע ת", + "в лад", + "влад е", + "ĠÑģдел ал", + "Ġ׳ ×Ĵ×Ļש", + "Ġ׳×Ĵ×Ļש ×ķת", + "полн ение", + "à¸Ĩ à¹Īา", + "ĠD ön", + "׼׾׼ ׾×Ķ", + "×ŀ×ĸ ×Ĵ", + "Ùħ Ùģ", + "ÙħÙģ Ùĩ", + "ÙħÙģÙĩ ÙĪÙħ", + "×Ķ ×ĵ", + "×Ķ×ĵ פס", + "×Ķ×ĵפס ×Ķ", + "ãģĻãģİ ãģ¦", + "Ġг ÑĢ", + "ĠгÑĢ н", + "×ŀ×ĺ ×ķס", + "Ġ기 ìĸµ", + "ï¾ Ł", + "ĠpÅĤ yn", + "ĠGr ünde", + "ĠBü cher", + "Ġwed ÅĤug", + "ãģ¾ãģł ãģ¾ãģł", + "Ġ׳×Ķ ×ĵר", + "ĠÙĬست Ø·ÙĬع", + "ĠHi á»ĩp", + "ãĤŃãĥ£ãĥ³ ãĥļ", + "ãĤŃãĥ£ãĥ³ãĥļ ãĥ¼ãĥ³", + "Ġth á»ķ", + "Ġeuropé enne", + "à¸ļ ัà¸ĩ", + "à¸ļัà¸ĩ à¸Ħัà¸ļ", + "ĠszczegóÅĤ owo", + "׳ שק", + "ãĥķ ãĥ©ãĥ³ãĤ¹", + "×ŀ×ķ×ŀ ×Ĺ×Ļ", + "Ġcom ún", + "Ġç arp", + "ØŃت ÙĬا", + "ØŃتÙĬا ج", + "ØŃتÙĬاج ات", + "ëĭ´ ëĭ¹", + "ä½ķ 度", + "ä½ķ度 ãĤĤ", + "×ĵ ×ijק", + "ãģį ãĤĮ", + "ãģįãĤĮ ãģĦ", + "Ġк ам", + "Ġкам еÑĢ", + "ĠespecÃŃf ico", + "Ġtel éfono", + "à¸ķัà¹īà¸ĩ à¸Ńยูà¹Ī", + "I Åŀ", + "ãģ© ãĤĵãģ©", + "ãģ©ãĤĵãģ© ãĤĵ", + "עצ ×ŀ×IJ×Ļ", + "à¸Ķัà¸ĩ à¸Ļีà¹ī", + "ĠÑĦоÑĢм иÑĢов", + "ĠÑĦоÑĢмиÑĢов а", + "×ķ×ŀ ×ij", + "Ġkullan ımı", + "Ðľ Ðŀ", + "×¢ ש×Ļ", + "עש×Ļ ×Ļ×Ķ", + "Ġön lem", + "à¹Ģà¸Ń à¹ĩ", + "à¹Ģà¸Ńà¹ĩ ม", + "×ŀשק ×Ļ×¢", + "ר ×Ļ×Ĺ", + "à¸Ĥ ัà¸Ķ", + "ĠíĻ ľ", + "ĠíĻľ ìļ©", + "à¸ĭ ะ", + "ãĤĪãģĨ ãģ«ãģªãĤĬãģ¾ãģĹãģŁ", + "ĠÑĢаÑģ пÑĢ", + "ĠÑĢаÑģпÑĢ оÑģÑĤ", + "ĠÑĢаÑģпÑĢоÑģÑĤ ÑĢан", + "ĠÑĢаÑģпÑĢоÑģÑĤÑĢан ен", + "׼×Ļ ×ķף", + "ÙĤب ض", + "تص رÙĬØŃ", + "تصرÙĬØŃ Ø§Øª", + "Ġо ÑĢи", + "ĠоÑĢи г", + "ĠоÑĢиг ина", + "ĠоÑĢигина л", + "ĠاÙĦع اÙĦÙĬ", + "à¹ģหà¹Īà¸ĩ à¸Ļีà¹ī", + "ãĥķãĤ¡ ãĥ¼", + "ãģ¦ãģĦ ãģį", + "ãģ¦ãģĦãģį ãģŁãģĦ", + "פ תר", + "פתר ×ķ׳×ķת", + "Ġ×ij ×Ļ×Ĺ", + "Ġ×ij×Ļ×Ĺ ×ĵ", + "Ġod by", + "Ġodby ÅĤ", + "ĠоÑĩеÑĢ ед", + "Ġtr Æ°Æ¡ng", + "ãĤŃ ãĥ³", + "×ŀ ×ķפ", + "×ŀ×ķפ ×¢", + "ëĵľ 립", + "ëĵľë¦½ ëĭĪëĭ¤", + "à¸ŀืà¹īà¸Ļ à¸IJาà¸Ļ", + "ìŀIJ 격", + "ĠVi á»ĩn", + "ĠDes pués", + "Ġ×IJ׾ ×Ļ׳×ķ", + "Ġdur ée", + "íĩ ´", + "Ġmü zik", + "i ếu", + "ĠÑĢаз меÑīен", + "Ġк Ñĥд", + "ĠкÑĥд а", + "غ ض", + "غض ب", + "ĠTamb ém", + "à¸Īัà¸Ķ สà¹Īà¸ĩ", + "à¸ģาร à¹ģสà¸Ķà¸ĩ", + "onom ÃŃa", + "Ġан г", + "Ġанг ли", + "Ġангли й", + "Ġанглий Ñģк", + "Ġzn al", + "Ġznal az", + "Ġznalaz ÅĤ", + "תר ×Ĵ", + "תר×Ĵ ×ķ×Ŀ", + "ĠÑģ нов", + "ĠÑģнов а", + "ĠÑĩаÑģ а", + "Ġcommun auté", + "ĠespecÃŃf ica", + "ĠL á»ĭch", + "Ġli é", + "Ùģ جر", + "à¹Ģà¸ģ à¹Īà¸ĩ", + "ع اÙĦ", + "عاÙĦ ج", + "Ø£ÙĨ ظ", + "Ø£ÙĨظ ÙħØ©", + "ES Ä°", + "ĠاÙĦØŃ Ø¯ÙĬد", + "à¸ŀระ à¸Ńà¸ĩà¸Ħà¹Į", + "Ġפר שת", + "Ġдв иж", + "Ġдвиж ениÑı", + "ĠاÙĦج ارÙĬ", + "à¸ĺาà¸Ļ ี", + "неÑģ ен", + "ĠاÙĦÙĨ ÙĩائÙĬ", + "Ġб еÑĢ", + "ĠбеÑĢ ем", + "ĠбеÑĢем енн", + "Ġdépart ement", + "à¹Ģà¸Ĺ ีย", + "à¹Ģà¸Ĺีย à¸ļ", + "ĠÐľ аÑĢи", + "ĠнекоÑĤоÑĢ ÑĭÑħ", + "об еÑģп", + "обеÑģп еÑĩен", + "×Ĺ ×ķ×ĸ", + "×Ĺ×ķ×ĸ ×Ķ", + "ÙĨت ج", + "à¸Īะ à¹Ħà¸Ķà¹īรัà¸ļ", + "á» °", + "Ġél éments", + "ع Ø·", + "عط اء", + "Ġt ắt", + "i á»ĩm", + "ÑİÑīиÑħ ÑģÑı", + "ãģĹãģ °", + "ãģĹãģ° ãĤīãģı", + "Ġпом ожеÑĤ", + "à¸Ĥà¸ĵะ à¸Ļีà¹ī", + "Ġ×¢ שר×ķת", + "éģķ ãģ£ãģ¦", + "ĠпÑĢ ог", + "ĠпÑĢог н", + "ĠпÑĢогн оз", + "Ġt ÅĤ", + "ĠtÅĤ um", + "ĠtÅĤum acz", + "T ür", + "Tür kiye", + "ãģį ãģ£", + "ãģįãģ£ ãģĭãģij", + "Ġ×Ķ׳ ×ķ׼", + "Ġ×Ķ׳×ķ׼ ×Ĺ×Ļ", + "ĠìĥĿ ìĤ°", + "ĠÑĦоÑĢм Ñĭ", + "ç¾İ ãģĹãģĦ", + "à¸Ľà¸£ ึà¸ģ", + "à¸Ľà¸£à¸¶à¸ģ ษา", + "Ġlum ière", + "ãĤª ãĥ¼ãĥĹ", + "ãĤªãĥ¼ãĥĹ ãĥ³", + "à¸Ľ ืà¸Ļ", + "วั สà¸Ķ", + "วัสà¸Ķ ุ", + "еÑĢÑĤ в", + "ÙĥÙĦ Ùģ", + "ï½ £", + "à¸ĺรรม à¸Ķา", + "׳ ×ĺר", + "ĠпÑĢедÑģÑĤав лÑıеÑĤ", + "Ġanál isis", + "Ġb ãi", + "با ÙĤÙĬ", + "à¸Ľà¸£à¸° à¹Ģà¸Ķ", + "à¸Ľà¸£à¸°à¹Ģà¸Ķ à¹ĩà¸Ļ", + "ĠÑģлÑĥÑĩ аÑı", + "ĠÑģлÑĥÑĩаÑı Ñħ", + "ÐĽ ÐIJ", + "สัà¸ĩ à¹Ģà¸ģ", + "สัà¸ĩà¹Ģà¸ģ à¸ķ", + "Ġprz ec", + "Ġprzec ież", + "Ùħ صÙĦ", + "ÙħصÙĦ ØŃØ©", + "ש×ķק ×ķ׾×ĵ", + "ĠобоÑĢÑĥд ованиÑı", + "Ġtr waÅĤ", + "رÙĪ Ùħ", + "ìķĪ ëĤ´", + "ĠNgh á»ĭ", + "Ø® Ø´", + "à¸ļา à¸Ħาร", + "à¸ļาà¸Ħาร à¹Īา", + "Ġоп ÑĨион", + "ĠÑģозд аниÑı", + "ãĤ³ ãĤ¹ãĥĪ", + "Ġ×Ķ×¢ ׾×Ļ", + "Ġ×Ķ×¢×ľ×Ļ ×ķף", + "lä uft", + "ãĥĻ ãĤ¹ãĥĪ", + "Ġr ê", + "Ġrê ve", + "×IJ ×ij×Ļ×ij", + "×Ļ ×Ļ×ļ", + "ë¶ Ļ", + "ãĤ¤ãĥ³ ãĥī", + "ÅĤo ży", + "ÅĤoży Äĩ", + "ع ائÙĦ", + "عائÙĦ Ø©", + "Ø£ ÙĪر", + "Ø£ÙĪر اÙĤ", + "à¸Ĺà¹īà¸Ńà¸ĩ à¸ĸ", + "à¸Ĺà¹īà¸Ńà¸ĩà¸ĸ ิà¹Īà¸Ļ", + "Ġä hn", + "Ġähn lich", + "ãĥŁ ãĥĭ", + "à¸ľ ู", + "à¸ľà¸¹ à¹īà¸Ļ", + "à¸ľà¸¹à¹īà¸Ļ ำ", + "ĠмаÑĤеÑĢиал Ñĭ", + "Ġкап иÑĤ", + "ĠкапиÑĤ ал", + "ï¼ ¦", + "Ġseç il", + "Ġh ứng", + "Ġintéress ant", + "ãģ£ãģ¦ ãģĦãģı", + "Ġe ÄŁer", + "ëIJĺ ìĹĪìĬµëĭĪëĭ¤", + "Ġan laÅŁma", + "ãģĶ åĪ©çĶ¨", + "Ġ×ij ×ĸ׼", + "Ġ×ij×ĸ׼ ×ķת", + "ëĿ¼ ë©´", + "ĠÙĬ ÙĪس", + "ĠÙĬÙĪس Ùģ", + "أسÙĦ ØŃØ©", + "ĠGef ühl", + "ĠноÑĢм алÑĮн", + "ãĥĻ ãĥ³", + "ãģķãĤĮ ãĤĭãģĵãģ¨", + "ĠÐij еÑģ", + "ãģ¨ãģĦ ãģĪãģ°", + "ĠÙħ ÙĩÙħ", + "ĠÙħÙĩÙħ Ø©", + "ãģ§ãģĹãĤĩãģĨ ãģŃ", + "ĠêµŃ ëĤ´", + "à¹Ģม à¹ĩà¸Ķ", + "×ŀ×ij קר", + "ĠاÙĦد ÙĨÙĬ", + "ĠاÙĦدÙĨÙĬ ا", + "à¸Ĭ ู", + "к ÑĢÑĥÑĤ", + "Ġtho áng", + "Ġ׳ ×ĵר", + "Ġ׳×ĵר ש", + "ĠÑĢаÑģÑģ казал", + "ĠAu ÃŁerdem", + "פ ×IJר", + "פ×IJר ק", + "Ġ×ŀש×Ĺק ×Ļ×Ŀ", + "צ ר׼×Ļ×Ŀ", + "×ŀ×ĵ ×ķ", + "×ŀ×ĵ×ķ ×Ļק", + "èĭ¦ ãģĹ", + "ĠÑģ иг", + "ĠÑģиг нал", + "ĠM á»įi", + "Ġtr ữ", + "Ġnast ÄĻp", + "ĠnastÄĻp nie", + "Ġì¶Ķ ì§Ħ", + "ĠاÙĦÙģ ÙĨد", + "ĠاÙĦÙģÙĨد ÙĤ", + "koÅĦ czyÅĤ", + "ส ีà¹Ī", + "ק ×Ļ×ij", + "ק×Ļ×ij ×ķ×¥", + "ĠнÑĥж нÑĭ", + "大 åĪĩ", + "大åĪĩ ãģª", + "æıĽ ãģĪ", + "ת ×ķס", + "ת×ķס פת", + "ãģ£ãģ¦ ãģĦãģªãģĦ", + "Ġм Ñı", + "ĠмÑı г", + "ĠмÑıг к", + "Ġjak ie", + "Ġjakie ÅĽ", + "à¸ķำ à¸ļ", + "à¸ķำà¸ļ ล", + "ĠìŀĪ ì§Ģ", + "×ij×ĺ ×IJ", + "ĠоÑĤлиÑĩ но", + "ÙĤ ÙIJ", + "ĠавÑĤом об", + "ĠавÑĤомоб и", + "ĠавÑĤомоби лÑı", + "دÙĬÙħÙĤرا Ø·ÙĬ", + "ĠاÙĦ ÙĪا", + "ĠاÙĦÙĪا ØŃد", + "Ġس ÙĪرÙĬØ©", + "Ø£ غÙĦ", + "أغÙĦ ب", + "ĠÑįк ÑĢан", + "ãĥĹ ãĥ©ãĤ¤", + "Ġjeste ÅĽ", + "ãĥIJ ãĥª", + "Ġ×Ķ×IJ ×ķ×ķ×Ļר", + "ائ Ùĥ", + "à¸Ńยà¹Īาà¸ĩ ยิà¹Īà¸ĩ", + "ÑĢ екÑĤ", + "Ġum o", + "Ġumo ż", + "Ġumoż li", + "Ġumożli w", + "Ġumożliw ia", + "Ġnäch ste", + "ĠìŀĪ ì§Ģë§Į", + "ĠпÑĢед н", + "ĠпÑĢедн аз", + "ĠпÑĢедназ наÑĩен", + "Ġma çı", + "Ġp omi", + "Ġpomi ÄĻd", + "ĠpomiÄĻd zy", + "ĠاÙĦÙĦ ÙĤاء", + "à¹Ģà¸Ķ à¸Ńะ", + "Ġнов оÑģÑĤи", + "×ŀ׊׾×Ķ", + "رÙĬاض ÙĬ", + "à¸Ķ à¸Ļ", + "à¸Ķà¸Ļ à¸ķรี", + "ب صر", + "ìĬ¤ íĥĢ", + "scri pción", + "Ġnap isa", + "Ġnapisa ÅĤ", + "Ġ׳ש ×ŀ×¢", + "ĠاÙĦÙħØŃ ÙĦÙĬ", + "Ġhi á»ĥn", + "×IJ ×Ĺ", + "×IJ׊ר×IJ×Ļ", + "Ġг ÑĢаниÑĨ", + "æīĭ ç¶ļãģį", + "Ùĥ سب", + "Ġà¹ģà¸ķà¹Ī à¸ĸà¹īา", + "à¸Ķาว à¸Ļà¹Į", + "à¸Ķาวà¸Ļà¹Į à¹Ĥหลà¸Ķ", + "ãĤĭãģĵãģ¨ãģĮãģ§ãģį ãģ¾ãģĻ", + "åŁºæľ¬ çļĦãģ«", + "ÙĪÙĦ اد", + "rä ume", + "د Ùģاع", + "×Ļצ ×¢", + "ĠO czy", + "ĠOczy wiÅĽcie", + "ĠÅ ģ", + "ĠÅģ a", + "اÙĦÙĬ اب", + "اÙĦÙĬاب اÙĨ", + "áºł I", + "ĠBir liÄŁi", + "×Ķ ×ķצ", + "×Ķ×ķצ ×IJת", + "ĠÄij ua", + "Ġê·¸ëŁ¬ ëĭĪê¹Į", + "Ġréal ité", + "ع ÙĦاÙĤات", + "J este", + "Jeste ÅĽ", + "Ġмн ож", + "Ġмнож еÑģÑĤво", + "ï¼ «", + "ãĥĹãĥŃ ãĤ¸ãĤ§", + "ãĥĹãĥŃãĤ¸ãĤ§ ãĤ¯ãĥĪ", + "ĠÑĦ л", + "ظ ÙĨ", + "×Ĵ׾ ×Ĵ׾", + "ĠmÅĤod zie", + "ĠmÅĤodzie ż", + "à¸Ļà¹īำ à¸ķา", + "à¸Ļà¹īำà¸ķา ล", + "ÐĽ Ðķ", + "×ij ×ķ×ĺ", + "Ġ׾×Ķ ×Ĵ×Ļ×ĵ", + "ãģĵãģ¨ãĤĤ ãģĤãĤĭ", + "ز اد", + "×ŀ×Ļ×ĵ ×¢", + "ĠgÅĤówn ie", + "ãĥı ãĤ¦", + "ãĥıãĤ¦ ãĤ¹", + "б ел", + "Ġét ape", + "ðŁĺ Ģ", + "Ġмод елÑĮ", + "a ģını", + "ש ×Ĺק", + "ש×Ĺק ף", + "Ġni ño", + "à¸Ĭ à¹īาà¸ĩ", + "à¹Ģล ีย", + "ĠÑĦоÑĢм е", + "ĠاÙĦØ´ رÙĬÙģ", + "ĠÑĥд аÑĢ", + "arr iv", + "arriv ée", + "Ġmies iÄĻ", + "ĠmiesiÄĻ cy", + "ØŃ Ø±Ùĥ", + "ØŃرÙĥ ات", + "ĠDi á»ħn", + "ÐĿ Ы", + "ãģ¾ãģ£ãģŁ ãģı", + "Ġ×Ļ ר×ķק", + "еÑģÑĤ еÑģÑĤв", + "еÑģÑĤеÑģÑĤв енн", + "Ġê·¸ ëŁ¼", + "ĠاÙĦÙħ تÙĪ", + "ĠاÙĦÙħتÙĪ سط", + "Ġbéné fic", + "Ġbénéfic ie", + "Ġwy bra", + "Ġwybra Äĩ", + "ĠاÙĦز ÙħÙĨ", + "ĠпÑĢин Ñı", + "ĠпÑĢинÑı л", + "Ùģر ØŃ", + "Ġk sz", + "Ġksz taÅĤ", + "ĠksztaÅĤ t", + "ק׾ ×ĺ", + "×ij×ĵ×Ļק ת", + "Ġgi ấ", + "Ġgiấ c", + "Ġpropriet Ãł", + "деÑĢж ан", + "ĠKö ln", + "ĠGü zel", + "×Ļפ ×ķ×Ļ", + "ĠCu á»Ļc", + "ÑįÑĤ аж", + "تر ÙĥÙĬ", + "ترÙĥÙĬ ز", + "лож ений", + "Ġп Ñĥ", + "ĠпÑĥ ÑĤи", + "اخت ÙĦاÙģ", + "åĩºãģ¦ ãģıãĤĭ", + "à¸ļุ à¸ģ", + "âĿ ¤", + "ÑĦ ан", + "פש ×ĺ", + "à¸ļัà¸Ļ à¹Ģà¸Ĺ", + "à¸ļัà¸Ļà¹Ģà¸Ĺ ิà¸ĩ", + "ĠاÙĦس اد", + "ĠاÙĦساد س", + "ĠاÙĦÙĤ ÙĪÙħ", + "ĠاÙĦÙĤÙĪÙħ ÙĬ", + "Ġyönet ici", + "Ùĩ ÙĪات", + "ÙĩÙĪات Ùģ", + "Ġrespons ável", + "Ġпод деÑĢжива", + "ĠاÙĦسÙĦ Ø·", + "ĠاÙĦسÙĦØ· ات", + "ãģĹãģ¦ ãģĬãģı", + "ãĥļ ãĥĥãĥĪ", + "à¸Ľ ุà¹Īม", + "Ġogl Äħda", + "ÙĨا ÙĤ", + "ÙĨاÙĤ Ø´", + "à¸Ħà¸Ńà¸Ļ à¹Ĥà¸Ķ", + "ĠMü sl", + "ĠMüsl ü", + "ĠMüslü man", + "ĠMo ż", + "ĠMoż na", + "Ġnum érique", + "Ġv á»ı", + "ĠسÙĬ تÙħ", + "Ġyer leÅŁ", + "монÑĤ аж", + "Ġgo ût", + "ãģ¦ ãģĬãĤĬãģ¾ãģĻ", + "ĠKh ánh", + "Ġе дин", + "Ġедин ÑģÑĤв", + "اÙĨ Ø®Ùģ", + "اÙĨØ®Ùģ اض", + "ìĭľ íĹĺ", + "Ġl ặng", + "ĠÑĢ олÑĮ", + "à¸ķัว à¹ģà¸Ĺà¸Ļ", + "à¸Ħà¹Īา à¹ĥà¸Ĭà¹ī", + "à¸Ħà¹Īาà¹ĥà¸Ĭà¹ī à¸Īà¹Īาย", + "Ġver füg", + "Ġverfüg bar", + "ìĻĶ ëĭ¤", + "ãģĦ ãģļ", + "ãģĦãģļ ãĤĮ", + "ĠиÑģÑģлед ованиÑı", + "меÑī а", + "×Ķ ×Ĺ", + "×Ķ×Ĺ ×ĸר", + "à¹ģà¸Ł à¸Ĭัà¹Īà¸Ļ", + "ت صرÙģ", + "Ø¥ رÙĩاب", + "Ġexerc ÃŃcio", + "Ġé lev", + "Ġélev é", + "สัà¸įà¸įา à¸ĵ", + "Ãĸ Z", + "ãĥĹ ãĥŃãĤ°", + "ãĥĹãĥŃãĤ° ãĥ©", + "ãĥĹãĥŃãĤ°ãĥ© ãĥł", + "Ġw ewnÄĻtrzn", + "Ġhen üz", + "é£Ľ ãģ³", + "à¹Ģà¸Ķ à¸Ńรà¹Į", + "Ñģ Ñĥж", + "ÑģÑĥж ден", + "شع ÙĪب", + "ãģ²ãģ¨ ãĤĬ", + "Ġwy ÅĤÄħ", + "ĠwyÅĤÄħ cznie", + "Ġпло Ñħо", + "ÐĶ Ðķ", + "Ạ¦", + "Ùģع اÙĦÙĬ", + "ÙģعاÙĦÙĬ ات", + "ĠاÙĦع شر", + "ÑģÑĤÑĥп ил", + "Ġy arg", + "Ġyarg ı", + "нÑİ Ñİ", + "×ķ×IJ ×ij", + "Ġu ç", + "Ġuç ak", + "ë² ½", + "تÙĪ ÙĤÙĬ", + "تÙĪÙĤÙĬ ع", + "Ġì¤ij ìĭ¬", + "׳×Ļ×ķ ×ķ×ĺ", + "Ø£ ÙĥÙĦ", + "ç½® ãģĦãģ¦", + "éłĤ ãģį", + "Ġ×Ķת ×ij", + "Ġ×Ķת×ij ×Ļ×¢×Ķ", + "Ġdür fen", + "Ùħ ÙĤاÙĦ", + "ÙħÙĤاÙĦ ات", + "Ġز ÙħÙĨ", + "à¸ŀฤ ศ", + "à¸ŀฤศ à¸Ī", + "à¸ŀฤศà¸Ī ิà¸ģ", + "à¸ŀฤศà¸Īิà¸ģ ายà¸Ļ", + "ĠнеÑģк олÑĮ", + "ĠнеÑģколÑĮ ки", + "ĠнеÑģколÑĮки Ñħ", + "Ġcrian ça", + "มิ à¸ķร", + "×ŀ׼ ×Ļר×ķת", + "à¸ģาร à¸ļริหาร", + "Ġtélé charg", + "Ġ×IJ×ķ×Ķ ×ijת", + "ĠBü ro", + "ä½ľ ãģ£ãģŁ", + "ĠKi ÅŁi", + "ç¾İåij³ ãģĹ", + "à¹Ģลย à¸Ħà¹Īะ", + "à¸ŀà¸ļ à¸ģัà¸ļ", + "à¸Ī à¹īา", + "Ġç er", + "Ġçer ç", + "Ġçerç eve", + "ãĤĴä½ľ ãģ£ãģ¦", + "ĠпеÑĢв ÑĥÑİ", + "×ŀצ ר×Ļ×Ŀ", + "×IJ׾ ×ķ×Ķ", + "×IJ׾×ķ×Ķ ×Ļ×Ŀ", + "Ġagr é", + "Ġagré able", + "Ġay ır", + "Ä°L Ä°", + "ãĤ ¥", + "Ġíĺ Ħ", + "ĠíĺĦ ìĭ¤", + "ثاÙĦ Ø«", + "ת ×ĸ", + "ת×ĸ ×ķ׳×Ķ", + "ãģ¨ãģĦ ãģ£ãģ¦", + "ãģ¨ãģĦãģ£ãģ¦ ãĤĤ", + "Ġا بÙĪ", + "ĠÑģоб ак", + "é£Łãģ¹ ãģŁ", + "Ġдан ном", + "à¹Ģล ิ", + "à¹Ģลิ ศ", + "Ġí ļ", + "Ġíļ ¨", + "Ġíļ¨ ê³¼", + "ãĤĤãĤī ãģĪãĤĭ", + "׳ צ׾", + "ÑĦ ик", + "ÑĦик Ñģ", + "Ġjeste ÅĽmy", + "ת×Ĺ×ķש ×Ķ", + "à¹Ħมà¹Ī à¸Ħวร", + "ĠØŃ Ø³ÙĬÙĨ", + "à¸ģาร ลà¸ĩà¸Ĺุà¸Ļ", + "ë´ ¤", + "ĠÐĺ менно", + "à¸ļ à¸Ńรà¹Į", + "à¸ļà¸Ńรà¹Į à¸Ķ", + "ĠC ảnh", + "ìĦľ ë¹ĦìĬ¤", + "Ġпол ов", + "Ġполов ин", + "Ġзам еÑĩа", + "ãģĦãĤį ãĤĵãģª", + "Ġ×ij ×Ļק", + "Ġ×ij×Ļק ש", + "л ÑĥÑĪ", + "ãĤĴ è¿İ", + "ãĤĴè¿İ ãģĪ", + "جرÙĬ ÙħØ©", + "Ġt ây", + "ĠاÙĦÙĨ ÙĪ", + "ĠاÙĦÙĨÙĪ ÙĪÙĬ", + "ÃĤ N", + "ì¿ ł", + "หà¸Ļ าว", + "Ġ×ij׊ש×ij×ķף", + "ز ار", + "à¸Ķ าร", + "à¸Ķาร า", + "ĠÅĽ l", + "ĠÅĽl ub", + "มีà¸Ħวาม สุà¸Ĥ", + "Ġn hu", + "Ġnhu áºŃn", + "ÙħØŃ Ø·Ø©", + "à¹Ģสืà¹īà¸Ń à¸ľà¹īา", + "ĠТ олÑĮко", + "ĠÙĥ س", + "ĠÙĥس ارة", + "ÙħØ´ رÙĪع", + "niÄĻ cia", + "×¢ ׼ש×Ļ×ķ", + "ت ÙĦÙģ", + "تÙĦÙģ زÙĬ", + "تÙĦÙģزÙĬ ÙĪÙĨ", + "Ġl Æ°á»Ľi", + "ĠÐľÐ¾Ñģк вÑĭ", + "Ġré serve", + "Ġan laÅŁ", + "ĠanlaÅŁ ıl", + "Ġed eceÄŁi", + "รà¸Ńà¸ĩ à¹Ģà¸Ĺà¹īา", + "Ġب Ø·", + "Ġبط رÙĬ", + "ĠبطرÙĬ ÙĤØ©", + "ãģ¦ãģĹãģ¾ ãģ£ãģ¦", + "ãĤĤãĤī ãģ£ãģ¦", + "بر ج", + "æ± ļ", + "æ±ļ ãĤĮ", + "Ġch oc", + "Ġchoc ia", + "Ġchocia ż", + "Ġzob ac", + "Ġzobac zyÄĩ", + "пÑĢ Ñı", + "пÑĢÑı жен", + "ĠÑĨ иÑĦ", + "ĠÑĨиÑĦ ÑĢ", + "Ġм ам", + "Ġвз ÑıÑĤÑĮ", + "Ġch ạm", + "ج سÙħ", + "ØŃÙħ اس", + "à¹Ģล à¹Īม", + "à¸ŀิ ษ", + "×Ķפ ׼×ķ", + "à¸Ĭà¹Īà¸Ńà¸ĩ à¸Ĺาà¸ĩ", + "Ġв ек", + "Ġвек а", + "Æ¡ Ìģ", + "Æ¡Ìģ i", + "ĠTi á»ģn", + "Ġtr ầm", + "мÑĭ ÑĪ", + "мÑĭÑĪ л", + "ĠÑĤ Ñĥ", + "ĠÑĤÑĥ ÑĢиÑģÑĤ", + "Ġch c", + "Ġchc Äħ", + "Ġав г", + "Ġавг ÑĥÑģÑĤ", + "ĠавгÑĥÑģÑĤ а", + "ס ×IJ×ķת", + "Ġר ×Ĵ׾", + "à¸ľà¸¥ à¸ģระà¸Ĺ", + "à¸ľà¸¥à¸ģระà¸Ĺ à¸ļ", + "å¤īãĤı ãĤĭ", + "Ġ×Ķ×IJ×Ĺר ×ķ׳×Ļ×Ŀ", + "سÙģ ÙĬر", + "ĠÑĩа Ñīе", + "ãģĦ ãĤī", + "ãģĦãĤī ãģ£", + "ãģĦãĤīãģ£ ãģĹãĤĥ", + "×ķ×ŀ ׳×Ļ×Ŀ", + "Ġart tır", + "ĠCh á»ĭ", + "Ġì¡° ì§ģ", + "ĠÑĥÑģп еÑħ", + "Ġ×¢ ×ķס", + "Ġ×¢×ķס ק", + "ĠìĥĿ ëªħ", + "ÑĨ иÑĤ", + "Ġreg ión", + "Ðŀ ÐĿ", + "ĠdoÄŁ um", + "ĠyaÅŁ ad", + "ĠyaÅŁad ıģı", + "à¸Ĺà¸Ķ ลà¸Ńà¸ĩ", + "Ġgöz ü", + "ש ×Ļר×Ķ", + "дÑĥм ал", + "Ġda ģı", + "Ġdaģı t", + "à¸Ĺีม à¸ĩาà¸Ļ", + "Ġti á»ģm", + "ĠاÙĦÙĥ بر", + "ĠاÙĦÙĥبر Ùī", + "ì¹ Ń", + "ĠGü nc", + "ĠGünc elle", + "ĠGüncelle me", + "ê¹ Ĭ", + "ĠобоÑĢÑĥд ование", + "ĠÑĢеÑĪ а", + "á» ¤", + "Ġп иÑĤ", + "ĠпиÑĤ аниÑı", + "à¹Ģรีย à¸ļ", + "×Ľ×ª ×Ļ×ij×Ķ", + "Ġп он", + "Ġпон ÑĢав", + "ĠпонÑĢав и", + "Ġ×Ķ ×ķ׾×ĵ", + "Ġ×Ķ×ķ׾×ĵ ת", + "Ġê² ģ", + "Ġê²ģ ëĭĪëĭ¤", + "ĠпеÑĢв ой", + "ãĥ©ãĤ¤ ãĥķ", + "ĠÅŁi ir", + "kr ÄĻ", + "krÄĻ c", + "Ġthi á»ĥu", + "à¹Ģลย à¸Ĺี", + "à¹Ģลยà¸Ĺี à¹Ģà¸Ķียว", + "×ĺ×¢ ׳×ķת", + "ائ ÙĩÙħ", + "Ġ×IJ ס×ķר", + "ĠплаÑĤ еж", + "تر دد", + "Ġmożli we", + "Ġkh Ỽ", + "ĠkhỼ p", + "تÙģاع ÙĦ", + "ĠÑĪ колÑĮ", + "ĠÑĪколÑĮ н", + "ĠÙĤ صة", + "Ġmét ier", + "nÄĻ ÅĤa", + "หล à¹Īà¸Ń", + "Ġ ủng", + "Ġprz egl", + "Ġprzegl Äħd", + "ĠاÙĦÙħ تعÙĦ", + "ĠاÙĦÙħتعÙĦ ÙĤØ©", + "ĠÑģÑĭ н", + "Ġв олн", + "ãĥĩ ãĥ¼ãĥĪ", + "ĠÐŃ ÑĤи", + "Ġк ÑĢоме", + "à¸Ħ ารà¹Į", + "׳ק ×ķ×ĵ×Ķ", + "Ġ׾ש×ŀ ×ķ×¢", + "Ġ×ĸ ×ķ׼ר", + "ï¼ §", + "ÙĬ Ùİا", + "Ġgi á»ıi", + "åĥį ãģı", + "ĠÑģ ни", + "ĠÑģни жен", + "à¹ģà¸Ķ à¸Ķ", + "รุ à¸Ļ", + "รุà¸Ļ à¹ģรà¸ĩ", + "Ġhi á»ĩp", + "ograf ÃŃa", + "à¹Ģà¸Ī à¸Ńรà¹Į", + "Ġдв иг", + "Ġдвиг аÑĤ", + "ĠдвигаÑĤ ел", + "Ġü y", + "Ġüy eler", + "Ġüyeler i", + "Ġб Ñĥк", + "ĠбÑĥк в", + "ãĤĤ å¤ļãģı", + "Ġthi á»ĩt", + "ĠPa ÃŃs", + "ĠØ· بÙĬعÙĬ", + "à¹ģà¸Ī à¸ģ", + "ĠاÙĦص ØŃÙĬØŃ", + "Ġapp ré", + "Ġappré ci", + "Ġdecis ión", + "Ġë°ĺ ëĵľ", + "Ġë°ĺëĵľ ìĭľ", + "ĠÑĤеб е", + "ãĤ· ãĥ¼ãĤº", + "ãĤ·ãĥ¼ãĤº ãĥ³", + "Ġд алÑĮн", + "ĠìĬ ¤", + "ĠìĬ¤ ìĬ¤", + "ĠìĬ¤ìĬ¤ ë¡ľ", + "ĠTh á»ĥ", + "Ġkar ÅŁ", + "ĠkarÅŁ ıs", + "ĠkarÅŁÄ±s ında", + "ĠK ön", + "ĠKön ig", + "ив ание", + "×ij ×ķצע", + "г лаÑģ", + "Ġtw ó", + "Ġtwó rc", + "à¸Ľà¸ģ à¸Ħร", + "à¸Ľà¸ģà¸Ħร à¸Ńà¸ĩ", + "ĠG ÅĤ", + "ĠGÅĤ ówn", + "ĠUnter stüt", + "ĠUnterstüt zung", + "Ġд ÑĥÑħ", + "ĠдÑĥÑħ ов", + "Ø£ ÙħاÙĨ", + "×Ĺש ש", + "ت ظ", + "تظ اÙĩر", + "ĠлÑİб ом", + "à¸ķ าร", + "à¸ķาร าà¸ĩ", + "Ġkr ól", + "Ø£ ØŃدث", + "ì¡Į ëĭ¤", + "Ðļ ÑĥÑĢÑģ", + "ãĥĥ ãĥĦ", + "×ŀק ×ķ×ij׾", + "ĠÑģимв ол", + "Ġdés orm", + "Ġdésorm ais", + "w üns", + "wüns che", + "Ñĥ ни", + "Ñĥни ÑĨип", + "ÑĥниÑĨип алÑĮн", + "หลัà¸ģ สูà¸ķร", + "ÙĨت شر", + "Ġа л", + "Ġал к", + "Ġалк ог", + "Ġалког ол", + "ĠÑĥ ÑĩиÑĤÑĭва", + "à¸ģำ à¸ģัà¸ļ", + "Ġ׾ פע×ķ׾", + "ĠìĹ° ê²°", + "s Äħd", + "ĠاÙĦØ£ ÙĬ", + "ĠاÙĦØ£ÙĬ اÙħ", + "غÙĬ اب", + "Ġна ÑĢ", + "ĠнаÑĢ ко", + "×ŀ×ķ×ĵ ×¢", + "ĠÑģеÑĢ ии", + "пиÑģ Ñĭва", + "สิ ว", + "ç¶ļ ãģĦãģ¦", + "çĶ³ãģĹ è¾¼ãģ¿", + "Ġ׾ ×Ĵר", + "Ġ׾×Ĵר ×ķ×Ŀ", + "Ġд ем", + "Ġдем о", + "Ġë³´ ëĤ´", + "تÙĩ دÙĬد", + "ĠÙħØ´ ÙĬرا", + "Ġdu y", + "Ġduy á»ĩt", + "ĠwiÄĻks ze", + "Ùħع اÙĬ", + "ÙħعاÙĬ ÙĬر", + "ĠG da", + "ĠGda ÅĦsk", + "Ġr ah", + "Ġrah ats", + "Ġrahats ız", + "ר ×ķצ×Ķ", + "l ös", + "lös ung", + "ĠТак им", + "ÑĪ ед", + "ÑĪед ÑĪ", + "ع زÙĦ", + "Ġרש ×Ļ×ŀת", + "Ġ׾×Ķ ×Ļ׼", + "Ġ׾×Ķ×Ļ׼ ×ł×¡", + "Ġп ÑĥÑĤ", + "ĠпÑĥÑĤ еÑĪ", + "ĠпÑĥÑĤеÑĪ еÑģÑĤв", + "Ġnot ÃŃcia", + "Ġal Ä±ÅŁ", + "ĠalÄ±ÅŁ ver", + "ĠalÄ±ÅŁver iÅŁ", + "ĠwÅĤ os", + "ĠwÅĤos ów", + "Ġب غ", + "Ġبغ داد", + "Ġver öffent", + "Ġveröffent licht", + "ĠKh á", + "Ġt án", + "ëIJĺ 기", + "Ġë°© 문", + "Ùģ ÙĬÙĦ", + "à¹Ģà¸ģิà¸Ķ à¸Īาà¸ģ", + "åı¯ æĦĽ", + "åı¯æĦĽ ãģĦ", + "à¸ĸ ุà¸ĩ", + "Ġz ewnÄĻtrzn", + "à¸łà¸²à¸©à¸² à¸Ńัà¸ĩà¸ģฤษ", + "Ġmá xima", + "Ġul us", + "Ġulus lararası", + "Ġ׳×Ķ ׳", + "à¸Ĥà¹Īาว สาร", + "ĠìĿĺ ìĤ¬", + "à¹Ģหล ืà¸Ńà¸ĩ", + "Ġد ÙĤ", + "ĠدÙĤ ائÙĤ", + "สืà¹Īà¸Ń สาร", + "ë¨ ¼", + "ĠÑģоÑģÑĤоÑı нии", + "สมา à¸Ħม", + "á» Ĥ", + "ĠÐľÐ¾Ñģ ков", + "ĠÐľÐ¾Ñģков Ñģк", + "×ŀס ×ķ×Ĵ׾", + "ãģĭ ãģĭãĤĬ", + "ĠTr uyá»ģn", + "à¹ģà¸Ĥà¹ĩà¸ĩ à¹ģรà¸ĩ", + "×ŀ×Ĺ ×ĸ×Ļק", + "à¹Ĥà¸ģ à¹ī", + "ÙĬس ر", + "ìĶ ©", + "×IJ ×ķק", + "×IJ×ķק ×ĺ", + "×IJ×ķק×ĺ ×ķ×ijר", + "Ġprox imité", + "ÙħÙĨ Ùĩج", + "ĠاÙĦج ز", + "ĠاÙĦجز ائ", + "ĠاÙĦجزائ رÙĬ", + "ĠÄIJi á»ĥm", + "Ġден еж", + "Ġденеж н", + "ÙģØŃ Øµ", + "Ùģ ئ", + "ĠÐij Ñĥд", + "×Ĵ×Ļ×ĵ ×ķ׾", + "ĠÐĴ едÑĮ", + "عÙĦ اÙħØ©", + "Ġ×IJ×Ĺר ×ķ׳×ķת", + "ãģĦãģŁãģł ãģĦãģ¦", + "سÙĦ ØŃ", + "ØŃ ÙĦÙħ", + "ز ÙĪار", + "Ùĥ سر", + "×ĺ קס", + "Ġб ан", + "Ġбан ков", + "ĠпÑĢ ож", + "ĠпÑĢож ива", + "li wo", + "liwo ÅĽci", + "ĠTi ếp", + "ĠاÙĦÙħÙĨ اسب", + "ĠاÙĦØ® ÙĬار", + "ãģĬ ãģĭ", + "ãģĬãģĭ ãģĴ", + "à¸Ķà¸Ńà¸ģ à¹Ħมà¹ī", + "ä mp", + "ämp fe", + "à¸ķัà¹īà¸ĩ à¹ĥà¸Ī", + "Ġза ÑīиÑĤ", + "ĠзаÑīиÑĤ Ñĭ", + "ĠTh Æ°á»Ŀng", + "Ġص Ùģ", + "ĠصÙģ ØŃØ©", + "×Ĺ×ķר ×£", + "ãĥIJ ãĥĥãĤ°", + "Ġ×ĵ ×Ļ×Ĵ", + "Ġ×ĵ×Ļ×Ĵ ×Ļ×ĺ", + "Ġ×ĵ×Ļ×Ĵ×Ļ×ĺ ׾×Ļ", + "Ġ×Ķ×Ĺ ×ķ׾×Ļ×Ŀ", + "в еÑī", + "веÑī а", + "Ġк ÑĥлÑĮÑĤ", + "ĠкÑĥлÑĮÑĤ Ñĥ", + "ĠкÑĥлÑĮÑĤÑĥ ÑĢÑĭ", + "ĠاÙĦاÙĨ ترÙĨت", + "Ġhö ch", + "Ġhöch st", + "Ġíĺ ķ", + "Ġíĺķ íĥľ", + "Ġв ой", + "Ġвой нÑĭ", + "ÐĽ Ðŀ", + "ìĭł ìļ©", + "Ġ×ŀ×ij ×ķס", + "Ġ×ŀ×ij×ķס ס", + "×ŀ׳ ×Ļ×¢", + "Ġfiyat ı", + "ĠÑģл Ñĥж", + "ĠÑģлÑĥж бÑĭ", + "à¸Ĺั ศ", + "à¸Ĺัศ à¸Ļ", + "ãģĵãģ¨ãģĮ å¤ļãģĦ", + "Ġ×Ķ×ŀש ת", + "Ġ×Ķ×ŀשת ×ŀש", + "å¯Ħ ãģĽ", + "×ŀש׾ ×ķ×Ĺ", + "æĻĤ çĤ¹", + "æĻĤçĤ¹ ãģ§", + "à¸ŀร ี", + "à¸ŀรี à¹Ģมีย", + "à¸ŀรีà¹Ģมีย รà¹Į", + "à¸ŀรีà¹Ģมียรà¹Į ลีà¸ģ", + "Ġdiffic olt", + "Ġdifficolt Ãł", + "ãĥ¬ ãĤ¹ãĥĪ", + "ãĥ¬ãĤ¹ãĥĪ ãĥ©ãĥ³", + "สม à¹Ģà¸Ķà¹ĩ", + "สมà¹Ģà¸Ķà¹ĩ à¸Ī", + "Ġж ид", + "Ġжид к", + "Ġzu peÅĤ", + "ĠzupeÅĤ nie", + "ĠÙħ جر", + "ĠÙħجر د", + "ãģĮ å§ĭ", + "ãģĮå§ĭ ãģ¾", + "ãĤŃãĥ£ ãĥ©", + "Ġ×IJ ×ķ×ķ×Ļר", + "ãģĬ äºĴ", + "ãģĬäºĴ ãģĦ", + "Ġpot rÃł", + "ĠPa ÅĦst", + "ĠPaÅĦst wo", + "Ġب ÙĬاÙĨ", + "ĠبÙĬاÙĨ ات", + "Ġин огда", + "ĠÑĢ а", + "ĠÑĢа ÑģÑĤв", + "ĠÑĢаÑģÑĤв оÑĢ", + "Ġ×ĸ ×ŀ׳", + "ยิ à¹īม", + "Ä Ĩ", + "ãģ¾ ãģķ", + "ãģ¾ãģķ ãģ«", + "ãĥķãĤ¡ ãĤ¤ãĥ«", + "Ġgörd Ã¼ÄŁÃ¼", + "สà¸ĩ à¸Ħร", + "สà¸ĩà¸Ħร าม", + "ĠArk adaÅŁ", + "ĠrozwiÄħz ania", + "×ŀ ×ķ×ĺ", + "pi ÄĻ", + "piÄĻ t", + "ص غر", + "ส ย", + "สย าม", + "ãĤĨ ãģ£ãģıãĤĬ", + "Ġtr ần", + "Ġeconom ÃŃa", + "Ġgeh ören", + "ãĤ·ãĥ§ ãĥ¼", + "ĠsÅĤ ucha", + "à¸ŀà¸Ń à¹ĥà¸Ī", + "ĠоÑĤмеÑĤ ил", + "ÙĨت ÙĤÙĦ", + "Ġprop ósito", + "ĠваÑĪ его", + "Ġnh ắn", + "à¹ģà¸ĸ ว", + "Ġком иÑģ", + "ĠкомиÑģ Ñģи", + "waż nie", + "Ġy avaÅŁ", + "×ŀ ×Ļק", + "×ŀ×Ļק ×ķ×Ŀ", + "ש×IJ׾ ת", + "Ġyıll arda", + "ĠÐ ®", + "ĠЮ ÑĢ", + "×ł×¡ ×Ļ×ij×ķת", + "ת צ", + "תצ ×ķ×Ĵ", + "Ġод нÑĥ", + "Ġ à¸Ńยà¹Īาà¸ĩà¹Ħร", + "Ġà¸Ńยà¹Īาà¸ĩà¹Ħร à¸ģà¹ĩà¸ķาม", + "ëģ ¼", + "à¹Ħล à¹Ī", + "تس ÙĦÙĬÙħ", + "بÙĦ اغ", + "Ġì ī", + "Ġìī ½", + "Ġìī½ ê²Į", + "ãĥļ ãĥ³", + "зв ÑĥÑĩ", + "ĠW äh", + "ĠWäh rend", + "Ġ×Ļ ×Ļת", + "Ġ×Ļ×Ļת ׼ף", + "Ġkh uyên", + "Ġv ẽ", + "Ġа меÑĢ", + "ĠамеÑĢ ик", + "ĠамеÑĢик ан", + "ĠамеÑĢикан Ñģк", + "ع جب", + "ãĥĽãĥ¼ãĥł ãĥļãĥ¼ãĤ¸", + "Ġник ÑĤо", + "ĠÙĤ Ùİ", + "ĠÙĤÙİ Ø§ÙĦ", + "ĠÙĤÙİاÙĦ Ùİ", + "ÐIJ ÐĹ", + "Ùħ جÙħÙĪع", + "ÙħجÙħÙĪع ات", + "Ġnecess itÃł", + "Ġpob li", + "Ġpobli żu", + "Ġph ấn", + "ĠСо обÑī", + "ÙħÙĤ اط", + "ÙħÙĤاط ع", + "Ġ×Ķצ ×ķר×ļ", + "la ÅŁtırma", + "ว ิà¸Ķ", + "วิà¸Ķ ี", + "วิà¸Ķี à¹Ĥà¸Ń", + "Ġ그리 ìĬ¤", + "Ġ그리ìĬ¤ ëıĦ", + "ãĤ¿ãĤ¤ ãĥŁ", + "ãĤ¿ãĤ¤ãĥŁ ãĥ³ãĤ°", + "ק×ĺ ×Ĵ×ķר", + "ק×ĺ×Ĵ×ķר ×Ļ×Ķ", + "Ġ×Ĺ ×ķפ", + "Ġ×Ĺ×ķפ ש×Ļ", + "Ø£ جر", + "Ġим ени", + "ĠÑĢан ее", + "à¹Ģà¸ŀืà¹Īà¸Ńà¸Ļ à¹Ĩ", + "ĠJes ús", + "Ñģо един", + "Ñģоедин ен", + "Ġר ×Ĺ×ķק", + "à¹Ĥà¸ļ รา", + "à¹Ĥà¸ļรา à¸ĵ", + "ĠH Æ¡n", + "Ġth áºŃp", + "تع ÙĬÙĬÙĨ", + "Ġtart Ä±ÅŁ", + "ĠtartÄ±ÅŁ ma", + "ĠGes pr", + "ĠGespr äch", + "תר ×ķפ", + "תר×ķפ ×ķת", + "Ġcat égorie", + "Ġоказ Ñĭва", + "ĠналиÑĩ ие", + "Ġprésent é", + "Ġk ull", + "Ġkull and", + "Ġkulland ı", + "Ġü nl", + "Ġünl ü", + "ĠÙģ Ùĥرة", + "из аÑĤоÑĢ", + "×IJ ×ķ׳", + "×IJ×ķ׳ ×Ļ×ij", + "×IJ×ķ׳×Ļ×ij רס", + "×IJ×ķ׳×Ļ×ijרס ×Ļ×ĺת", + "ĠÑĢаÑģÑģ маÑĤ", + "ĠÑĢаÑģÑģмаÑĤ ÑĢ", + "ĠÑĢаÑģÑģмаÑĤÑĢ ива", + "تÙĥÙĦ Ùħ", + "Ùĥت رÙĪ", + "ÙĥترÙĪ ÙĨÙĬ", + "ĠÑģо ÑĩеÑĤ", + "ĠÑģоÑĩеÑĤ а", + "ãĤĴè¦ĭ ãģĽ", + "Ġng ừa", + "ĠÐł еÑģп", + "ĠÐłÐµÑģп Ñĥб", + "ĠÐłÐµÑģпÑĥб лик", + "ãĤ¦ ãĤ©", + "ãĤ¦ãĤ© ãĥ¼", + "ĠÐľ еждÑĥ", + "ĠìŀĪ ê²Į", + "Ġm â", + "ĠìļĶ ì²Ń", + "ض ار", + "ลุ à¹īà¸Ļ", + "ëĮĢ íķĻêµIJ", + "×ĸ ×Ļ׼", + "×ĸ×Ļ׼ ר×ķף", + "ãĤ¹ ãĥļ", + "ãĤ¹ãĥļ ãĥ¼ãĤ¹", + "ĠкÑĢаÑģ оÑĤ", + "ï¼ ¨", + "ê¼ Ń", + "ãĤĴ éĽĨ", + "ãĤĴéĽĨ ãĤģ", + "ë° Ŀ", + "Ġ×Ķ׳ ×IJ", + "Ġ×Ķ׳×IJ ש×Ŀ", + "Ġê°Ģ ìļ´", + "Ġê°Ģìļ´ ëį°", + "تÙĥÙĦ ÙģØ©", + "ĠØŃ ÙĤÙĬÙĤÙĬ", + "Ġh alk", + "Ġhalk ın", + "ÑİÑī ÑĥÑİ", + "ĠÑģп ин", + "סר×ĺ ף", + "ĠпеÑĢв ого", + "Ġпол ож", + "Ġполож иÑĤелÑĮн", + "Ġд л", + "Ġдл иÑĤелÑĮн", + "ĠV Ä©nh", + "ê´ ´", + "ĠÑģÑĭ ÑĢ", + "ĠíĨµ íķĺìŬ", + "ë³ij ìĽIJ", + "à¹Ĥรà¸ĩ à¸ĩาà¸Ļ", + "รัà¸ļ à¸ľà¸´à¸Ķ", + "รัà¸ļà¸ľà¸´à¸Ķ à¸Ĭà¸Ńà¸ļ", + "تج ÙĨب", + "s ÅĤ", + "sÅĤ uch", + "ãĤ¢ãĥ« ãĥIJ", + "ãĤ¢ãĥ«ãĥIJ ãĥł", + "ëī´ ìĬ¤", + "Ġpat ië", + "Ġpatië nt", + "Ġìĺ ¤í", + "Ġìĺ¤í ŀ", + "Ġìĺ¤íŀ Ī", + "Ġìĺ¤íŀĪ 볤", + "ĠDer ne", + "ĠDerne ÄŁi", + "wró ci", + "wróci Äĩ", + "Ġоб Ñī", + "ĠобÑī еÑģÑĤв", + "ĠобÑīеÑģÑĤв енно", + "ĠêµIJ ìĪĺ", + "tıģ ımız", + "Ġ×Ķ×ŀש ×Ļ×ij", + "k örper", + "Ġпозв ол", + "Ġпозвол иÑĤ", + "ĠChi ến", + "أخ ÙĪ", + "ĠAy dın", + "à¸Ķà¹īาà¸Ļ ล", + "à¸Ķà¹īาà¸Ļล à¹Īาà¸ĩ", + "Ġdr u", + "Ġdru ż", + "Ġdruż yn", + "Ġë°ľ íijľ", + "ĠTh ảo", + "جÙĩ اد", + "à¸ģระà¸Ĺ ูà¹ī", + "Ġк ÑĢов", + "ĠкÑĢов и", + "Ġiçer ik", + "Ġnad zie", + "Ġnadzie jÄĻ", + "ĠС моÑĤÑĢ", + "Ġph ức", + "ج تÙħاع", + "جتÙħاع ÙĬØ©", + "ком пон", + "компон енÑĤ", + "Ġб ил", + "Ġбил еÑĤ", + "ãĥIJ ãĥ³ãĥī", + "ĠPol ÃŃcia", + "اÙĦ تÙĩ", + "اÙĦتÙĩ اب", + "ØŃر Ùģ", + "ت خط", + "تخط ÙĬØ·", + "ãĤ³ ãĥ¼ãĥ", + "ãĤ³ãĥ¼ãĥ Ĵ", + "ãĤ³ãĥ¼ãĥĴ ãĥ¼", + "･･ ï½¥", + "à¸ĭ à¸Ńย", + "Ġcréd it", + "è²· ãģ£ãģŁ", + "ĠпоÑĢ Ñıд", + "ĠпоÑĢÑıд ке", + "Ġph ó", + "Ġw ida", + "Ġwida Äĩ", + "جر ائÙħ", + "à¸ľ ี", + "ĠbÄĻd ÄĻ", + "Ġ×ŀ פת×Ĺ", + "ãĥij ãĥ¼ãĥ", + "ãĥijãĥ¼ãĥ Ĩ", + "ãĥijãĥ¼ãĥĨ ãĤ£", + "ãĥijãĥ¼ãĥĨãĤ£ ãĥ¼", + "ĠKa ż", + "ĠKaż dy", + "ĠнеобÑħодим оÑģÑĤи", + "à¸Ł à¸Ńรà¹Į", + "à¸Łà¸Ńรà¹Į ม", + "Ġмал ÑĭÑĪ", + "Ġпл оÑĤ", + "ĠÑĥ ÑģÑĤÑĢой", + "ĠÑĥÑģÑĤÑĢой ÑģÑĤва", + "à¸ĸ à¸Ńà¸Ļ", + "ĠoluÅŁtur ul", + "ĠÅĽwi ad", + "ĠÅĽwiad om", + "Ùħع Ùĩد", + "ĠпÑĢоиз веден", + "Æ ł", + "ר ×Ļש", + "Ùħست Ø«", + "Ùħستث Ùħر", + "׳×Ļ ×Ļר", + "pa ñ", + "Ġ; -)", + "Ġë°ľ 견", + "Ġgör üyor", + "Ùħؤ ÙĦÙģ", + "ĠÄIJ á»ģ", + "ĠاÙĦÙĨ ÙĪاب", + "×Ĺק ×Ļר×Ķ", + "Ġm á»ıi", + "è¿° ãģ¹", + "ÐĿ ик", + "ìŀĸ ìķĦ", + "ìŀĸìķĦ ìļĶ", + "prowadzi ÅĤ", + "l óg", + "lóg ica", + "פס ×ĺ", + "פס×ĺ ×Ļ×ij׾", + "Ġ×ŀ ×ĵ×Ķ", + "Ġ×ŀ×ĵ×Ķ ×Ļ×Ŀ", + "ãģĵãģĵ ãģ¾ãģ§", + "×Ķ ת×Ĺ", + "×Ķת׊׾×Ķ", + "Ġפ ×ķס", + "Ġפ×ķס ×ĺ×Ļ×Ŀ", + "Ġн ев", + "Ġнев оз", + "Ġневоз можно", + "ĠdostÄĻp ny", + "Ġغ اÙĦ", + "ĠغاÙĦ ب", + "Ġbez pieczeÅĦst", + "ĠbezpieczeÅĦst wa", + "åĪĨ ãģĭãĤĭ", + "ĠF ührung", + "à¸ģ ีà¹ī", + "gem Ã¤ÃŁ", + "à¸Ĭà¹Īวà¸ĩ à¹Ģวลา", + "Ġìļ°ë¦¬ ëĤĺ", + "Ġìļ°ë¦¬ëĤĺ ëĿ¼", + "ãģ¥ ãģıãĤĬ", + "ĠاÙĦÙħ سÙĦ", + "ĠاÙĦÙħسÙĦ ØŃØ©", + "Ġlibert é", + "клÑİÑĩ ение", + "Ġzam ów", + "Ġzamów ienia", + "รà¸ĸ à¹Ħà¸Ł", + "Ø£ ÙģÙĦ", + "Ø£ÙģÙĦ اÙħ", + "Ùħ راج", + "Ùħراج عة", + "Ġë¹Ħ êµIJ", + "ĠاÙĦت اب", + "ĠاÙĦتاب عة", + "Ġë§Į ëĤĺ", + "Ġб Ñĥм", + "ĠбÑĥм аг", + "Ġgé nero", + "Ġìŀĺ 못", + "×ŀ פ×ķר×ĺ", + "è²·ãģĦ çī©", + "ĠÙĦدÙĬ Ùĥ", + "Ġ×ľ×¢ ×Ļת", + "Ġ×ľ×¢×Ļת ×Ļ×Ŀ", + "ĠsÅĤ ab", + "ĠпÑĢедÑģÑĤав лÑı", + "ãĤ¿ ãĤ¤ãĥĪ", + "ãĤ¿ãĤ¤ãĥĪ ãĥ«", + "Ùħ ص", + "Ùħص Ø·Ùģ", + "ÙħصطÙģ Ùī", + "Ġdifficult é", + "ãĥĨãĤ£ ãĥĸ", + "Ġpew noÅĽci", + "ĠpewnoÅĽci Äħ", + "Ġ무 ìĬ¨", + "Ø¥ رس", + "إرس اÙĦ", + "Ġд алÑĮ", + "ĠдалÑĮ ÑĪе", + "Ġ׾ ×ł×¡", + "Ġ×ľ×ł×¡ ×ķת", + "หมูà¹Ī à¸ļà¹īาà¸Ļ", + "×ŀס×ŀ ׼×Ļ", + "أسÙĦ ÙĪب", + "Ġzw ÅĤ", + "ĠzwÅĤ as", + "ĠzwÅĤas zc", + "ĠzwÅĤaszc za", + "ĠпÑĢ еж", + "ĠпÑĢеж де", + "ĠоÑĢганиз аÑĨиÑı", + "Ġdön emin", + "Ġdönemin de", + "Ġ Ủ", + "ĠỦ y", + "ä¸ĭ ãģĴ", + "ĠпоÑģлед ние", + "Ġgü ne", + "Ġgüne ÅŁ", + "Ġ×IJ ×ĸר", + "Ġ×IJ×ĸר ×Ĺ×Ļ", + "ãģ§ãģĤ ãĤįãģĨ", + "ĠÙĨ ÙĤ", + "ĠÙĨÙĤ اط", + "æŃ£ ãģĹãģĦ", + "ĠÑĢ ег", + "ĠÑĢег иона", + "ĠFör der", + "ê²½ ìĺģ", + "dıkl ar", + "dıklar ını", + "trzym aÄĩ", + "أش Ùĥ", + "أشÙĥ اÙĦ", + "×Ķת ×IJ", + "×Ķת×IJ ×ŀ×Ķ", + "à¸Ĺำà¹ĥหà¹ī à¹Ģà¸ģิà¸Ķ", + "ĠGeb ä", + "ĠGebä ude", + "ĠСеÑĢ г", + "ĠСеÑĢг ей", + "Ġз доÑĢов", + "ĠздоÑĢов ÑĮÑı", + "Ġr ãi", + "ĠпÑĢед ÑĥÑģ", + "ĠпÑĢедÑĥÑģ моÑĤÑĢ", + "ĠпÑĢедÑĥÑģмоÑĤÑĢ ен", + "Ġ×Ķצ ×Ļ×ij", + "Ġ×Ķצ×Ļ×ij ×ķר×Ļ", + "Ġdés ir", + "Ġн оÑĩ", + "ĠноÑĩ ÑĮ", + "möglich keiten", + "Ġ×IJ×Ĺר ×ķ׳×Ļ×Ŀ", + "Ġsoir ée", + "ĠNh áºŃn", + "Ù ª", + "à¸Ľà¸£à¸°à¸§à¸±à¸ķิ ศาสà¸ķรà¹Į", + "êµIJ íĨµ", + "ĠØ£ Ø®ÙĬ", + "Ġdé cid", + "Ġdécid é", + "Ġwy ja", + "Ġwyja ÅĽni", + "Ġ สิ", + "Ġสิ à¸ĩ", + "Ġสิà¸ĩ หา", + "Ġสิà¸ĩหา à¸Ħม", + "à¹ģ à¸Ńรà¹Į", + "หà¸Ļà¹īา à¸Īà¸Ń", + "ס תר", + "Ġê ¶", + "Ġê¶ Į", + "Ġê¶Į 리", + "pl ätze", + "ب Ø·ÙĦ", + "ê±´ ìĦ¤", + "Ġ×IJ ×Ļ×ŀ×Ļ", + "Ġ×IJ×Ļ×ŀ×Ļ ×Ļ׾", + "ãģ ½", + "تر اث", + "×IJ׾ ×Ļ×ŀ×ķת", + "Ġdispon ÃŃveis", + "Ġz ale", + "Ġzale ży", + "à¸Ľà¸£à¸°à¸Ĭา สัมà¸ŀัà¸Ļà¸ĺà¹Į", + "ĠÅļw iat", + "Ġpor ówn", + "Ġporówn a", + "Ġ׾×ĺ ×ķ×ijת", + "×Ķ×ĸ ×ŀ׳×Ķ", + "Ġ×Ľ×ª ×ķצ×IJ×Ķ", + "Ġ×ij ק׾", + "Ġ×ijק׾ ×ķת", + "ĠоÑĤ кÑĢ", + "ĠоÑĤкÑĢ Ñĭва", + "ãĥij ãĥ¯ãĥ¼", + "ë¿IJ ë§Į", + "Ġв ÑģÑı", + "ĠвÑģÑı к", + "ãģ¨ãģª ãģ£ãģ¦ãģĦãĤĭ", + "Ġgi áºŃn", + "Ġок ÑĢÑĥ", + "ĠокÑĢÑĥ жа", + "ĠокÑĢÑĥжа ÑİÑī", + "ĠUnivers ität", + "ĠÑĢ ож", + "ĠÑĢож д", + "ĠÑĢожд ениÑı", + "Ø® ÙĬÙĦ", + "Ġкомпани й", + "ĠÑĢазлиÑĩ нÑĭе", + "ĠЦ ена", + "׳×Ļ ×ķ×ĸ", + "׳×Ļ×ķ×ĸ ׾", + "׳×Ļ×ķ×ĸ׾ ×ĺר", + "Ġê³µ ê°Ħ", + "Ġê°ľ ëħIJ", + "landır ma", + "ĠÑĥдал ен", + "à¸ŀัà¸ģ à¸ľ", + "à¸ŀัà¸ģà¸ľ à¹Īà¸Ńà¸Ļ", + "Ġprote cción", + "Ġb ÅĤ", + "ĠbÅĤ ÄĻd", + "à Ī", + "Ġíĸī ë³µ", + "ĠÅŁ ü", + "ĠÅŁÃ¼ phe", + "Ġí Ķ", + "ĠíĶ ¼", + "ĠíĶ¼ íķ´", + "Ġëĭ¤ 르", + "à¹Ħมà¹Ī à¹Ģà¸ģิà¸Ļ", + "ãģ¿ ãģª", + "ãģ¿ãģª ãģķãĤĵ", + "ĠпоÑĤ ÑĢеб", + "ĠпоÑĤÑĢеб иÑĤел", + "ĠاÙĦÙĥÙĦ اÙħ", + "ìķĦ ë²Ħ", + "ìķĦë²Ħ ì§Ģ", + "ãĤĴ使 ãģ£ãģŁ", + "Ġbụ i", + "ĠпоÑĤ еÑĢ", + "ĠпоÑĤеÑĢ Ñı", + "ĠØ¢ ÙĦاÙģ", + "ĠнаÑģÑĤоÑıÑī ее", + "ãģıãģªãĤĬ ãģ¾ãģĹãģŁ", + "clus ão", + "ãĤ³ ãĥĶãĥ¼", + "צ פ×Ļ", + "צפ×Ļ ×Ļ×Ķ", + "Ø® ÙĦا", + "Ø®ÙĦا ص", + "ล à¹īำ", + "ãĥ¯ ãĤ¤ãĥ³", + "Ġมี à¸Ļา", + "Ġมีà¸Ļา à¸Ħม", + "Ø´ خص", + "شخص ÙĬات", + "Ġ×ĸ ק", + "Ġ×ĸק ×ķק", + "×Ļ ×Ļצ", + "×Ļ×Ļצ ×Ĵ", + "èĢĥãģĪ æĸ¹", + "Ġürün ü", + "ĠиÑģп ол", + "ĠиÑģпол ни", + "Ġcompañ ero", + "ק צ×Ķ", + "×ŀ×¢ ׳×Ļק", + "Ùħ ØŃÙħد", + "Ġc ámara", + "Ġп ед", + "Ġпед аг", + "Ġпедаг ог", + "м аÑĢ", + "маÑĢ к", + "×Ķת ׳×Ĵ×ĵ", + "ĠìĨĮ ê°ľ", + "Ġcom unitÃł", + "ê³ ¤", + "ĠNg Ãłi", + "สà¸ĩ à¸ļ", + "ĠmieszkaÅĦ ców", + "ĠÙĨ ÙĩائÙĬ", + "iv ité", + "Ġи де", + "Ġиде алÑĮн", + "ĠØ£ سبÙĪع", + "Ġ×Ļ ×¢×ľ", + "Ġ׾ ר×IJש", + "Ġ׾ר×IJש ×ķ׳×Ķ", + "ĠзапиÑģ и", + "ĠкоÑĢ пÑĥÑģ", + "วà¸ĩ ศ", + "วà¸ĩศ à¹Į", + "ĠÐĶ м", + "ĠÐĶм иÑĤ", + "ĠÐĶмиÑĤ ÑĢ", + "Ġkön nt", + "Ġböl ges", + "Ġbölges inde", + "׼ ×Ļ׼", + "׼×Ļ׼ ר", + "ĠاÙĦØ¥ Ø«ÙĨ", + "ĠاÙĦإثÙĨ ÙĬÙĨ", + "Ġng á»Ļ", + "ì¹ ł", + "د راج", + "Ġu da", + "Ġuda ÅĤo", + "ìº IJ", + "بر ÙĨاÙħج", + "ĠÑģÑĥд еб", + "ĠÑģÑĥдеб н", + "Ġzun ächst", + "ĠEduc ación", + "ãģ¨ãģª ãģ£ãģ¦ãģĦãģ¾ãģĻ", + "Ġ×Ķ×IJ ×ŀ×Ļת×Ļ", + "ĠÄ° nt", + "ĠÄ°nt ernet", + "ĠcaÅĤ ego", + "ãĥĹãĥª ãĥ³", + "Ø¥ بد", + "إبد اع", + "ĠпоÑĢ ÑĤал", + "à¹Ĥà¸ķ à¹ī", + "Ġ×Ķק ש×ķר", + "пл од", + "ĠÙħ د", + "ĠÙħد رÙĬد", + "×ŀסע ×ĵ×Ķ", + "ĠØ´ÙĬ ئ", + "ĠØ´ÙĬئ ا", + "à¸ģà¹Īà¸Ń สรà¹īาà¸ĩ", + "Ġì°¸ ê³ł", + "à¹Ģà¸Ĺ ร", + "à¹Ģà¸Ĺร à¸Ķ", + "Ġ×ij×ŀ קר×Ļ×Ŀ", + "Ġb ât", + "Ġbât iment", + "åij¼ ãģ³", + "ç´ł æķµ", + "ç´łæķµ ãģª", + "przedsiÄĻbior st", + "przedsiÄĻbiorst w", + "Ġ×ł×ª ×ķ׳×Ļ×Ŀ", + "×Ĺ׾ ×ķ×Ŀ", + "ร วย", + "Ùħ ÙĪضÙĪع", + "ĠÑģоб ÑĢан", + "вед ÑĥÑī", + "ĠÑĤе аÑĤ", + "ĠÑĤеаÑĤ ÑĢ", + "m eye", + "meye ceÄŁi", + "Ġpien iÄħ", + "ĠpieniÄħ d", + "ĠpieniÄħd ze", + "ÑĢез иденÑĤ", + "ØŃ ØµØ±", + "ìĺ ¥", + "à¹Ģย ืà¸Ńà¸Ļ", + "ĠÑĥ ни", + "ĠÑĥни веÑĢ", + "ĠÑĥнивеÑĢ Ñģ", + "ĠÑĥнивеÑĢÑģ иÑĤеÑĤ", + "ĠاÙĦر ØŃ", + "ĠاÙĦرØŃ ÙħÙĨ", + "ĠÑĤеÑħ нолог", + "ĠÑĤеÑħнолог ии", + "ìĹIJ ëĦĪ", + "ìĹIJëĦĪ ì§Ģ", + "Ġíķ Ń", + "ĠíķŃ ìĥģ", + "à¸ĺ า", + "à¸ĺา à¸ķุ", + "ĠEspañ ol", + "×ĵ×Ĵ ש", + "Ġêµ ī", + "Ġêµī ìŀ¥", + "Ġêµīìŀ¥ íŀĪ", + "ĠÅĤ at", + "ĠÅĤat wo", + "Ġk á»ĭch", + "Ø¥ ز", + "إز اÙĦØ©", + "ĠдейÑģÑĤв ие", + "ĠsaÄŁ layan", + "สุà¸Ķ ยà¸Ńà¸Ķ", + "Ġzosta Äĩ", + "Ġdispon ÃŃvel", + "ïº į", + "ver ständ", + "verständ lich", + "tw or", + "twor zyÄĩ", + "ع جز", + "à¹Ģà¸Ĥ à¹īม", + "ยà¹Ī à¸Ńม", + "Ġstrat ég", + "Ġstratég ie", + "à¸ľà¸¥ à¹Ħมà¹ī", + "Ġê°ģ ì¢ħ", + "ĠÙħ ÙĪا", + "ĠÙħÙĪا ض", + "ĠÙħÙĪاض ÙĬع", + "اØŃ ØªØ¬", + "اØŃتج اج", + "Ġ Ấ", + "ĠẤ n", + "×ŀ ×ŀש׾×Ķ", + "ĠÅŁek il", + "×ŀ ×Ĺ׾", + "×ŀ×Ĺ׾ ×ķת", + "Ġ à¸ĺ", + "Ġà¸ĺ ัà¸Ļ", + "Ġà¸ĺัà¸Ļ วา", + "Ġà¸ĺัà¸Ļวา à¸Ħม", + "Ġìĭ¤ ìłľ", + "Ġìĭ¤ìłľ ë¡ľ", + "ì¤ij ìķĻ", + "ëįĶ ëĿ¼", + "ĠÑĪ иÑĢ", + "ĠÑĪиÑĢ око", + "Ġsol ución", + "วาà¸ĩ à¹ģà¸ľà¸Ļ", + "×IJ×ķ×ĺ ×ķ×ŀ", + "×IJ×ķ×ĺ×ķ×ŀ ×ĺ×Ļ", + "ĠÑĢ еÑģÑĤ", + "ĠÑĢеÑģÑĤ оÑĢ", + "ĠÑĢеÑģÑĤоÑĢ ан", + "ëį ¸", + "ÑĤ ÑĢад", + "ÑĤÑĢад и", + "ÑĤÑĢади ÑĨион", + "ÑĤÑĢадиÑĨион н", + "มะ à¹Ģรà¹ĩ", + "มะà¹Ģรà¹ĩ à¸ĩ", + "à¹Ĥ ส", + "Ġol masını", + "×ŀ×ķס ר", + "ĠоÑĤноÑĪ ении", + "Ġê°ĢëĬ¥ ìĦ±", + "Ġy uk", + "Ġyuk arı", + "ìĨ Ķ", + "ĠÑģ ÑĦ", + "ĠÑģÑĦ еÑĢе", + "Ġק ×ķפ", + "ãĤ± ãĥ¼ãĤ", + "ãĤ±ãĥ¼ãĤ Ń", + "âĢķ âĢķ", + "ĠاÙĦØ£ ÙĦÙħ", + "ĠاÙĦØ£ÙĦÙħ اÙĨÙĬ", + "Ả N", + "ת×ķ׼ ׳×Ļ×ķת", + "ĠÑģÑĥÑīеÑģÑĤв ÑĥеÑĤ", + "æĪij ãĢħ", + "ĠاÙĦص ادر", + "ĠTr á»įng", + "Ġа д", + "Ġад миниÑģÑĤ", + "ĠадминиÑģÑĤ ÑĢа", + "ĠадминиÑģÑĤÑĢа ÑĨи", + "ĠдÑĢÑĥг ими", + "Ñģп еÑĪ", + "عÙĦاÙħ ات", + "Ġа б", + "Ġаб Ñģол", + "ĠабÑģол ÑİÑĤ", + "ĠабÑģолÑİÑĤ но", + "ฤ à¸Ķู", + "é tr", + "étr anger", + "нÑı ÑĤи", + "нÑıÑĤи е", + "×¢ ×ķ׳", + "×¢×ķ׳ ש", + "ĠÙĤ ائ", + "ĠÙĤائ ÙĦا", + "Ġм аÑģ", + "ĠмаÑģ ло", + "ãĥī ãĤ¤", + "ãĥīãĤ¤ ãĥĦ", + "å¿ħè¦ģ ãģĮãģĤãĤĬãģ¾ãģĻ", + "×ŀ×ķ×ĸ ×Ļ×IJ", + "×ŀ×ķ×ĸ×Ļ×IJ ×ķף", + "ĠNgo ại", + "Ġkê nh", + "à¸ģาร à¸Ńà¸Ńà¸ģà¹ģà¸ļà¸ļ", + "×ŀ פק", + "×ŀפק ×ĵ", + "ÙħÙĨ از", + "ÙħÙĨاز ÙĦ", + "ë· °", + "íĹ ¤", + "ÙħÙĩ ارات", + "Ġpropri été", + "פ×Ĵ ×Ļש×Ķ", + "Ñĩ ÑĢ", + "ÑĩÑĢ еж", + "ÑĩÑĢеж ден", + "×Ķ ×ķצ×IJ×Ķ", + "ØŃÙĥ ÙĬÙħ", + "ĠíĻ Ī", + "ĠíĻĪ íİĺìĿ´ì§Ģ", + "åİ ³", + "åݳ ãģĹãģĦ", + "×¢ ×ŀ×ĵ×Ķ", + "ĠAu ÃŁen", + "سÙĪ Ø¡", + "ë¹ Ī", + "ĠÙĪ Ø®", + "ĠÙĪØ® اصة", + "ин ÑĤеÑĢ", + "инÑĤеÑĢ еÑģ", + "èĩ´ ãģĹãģ¾ãģĻ", + "Ġhük üm", + "à¹Ħà¸Ĥ มัà¸Ļ", + "Ġdav ran", + "Ġdavran Ä±ÅŁ", + "à¹Ģà¸ķ ียà¸ĩ", + "в ÑĢем", + "вÑĢем енно", + "à¹Ģà¸Ĺศ à¸ģา", + "à¹Ģà¸Ĺศà¸ģา ล", + "å¼ķ ãģ£", + "å¼ķãģ£ è¶ĬãģĹ", + "×IJר ×ķ×Ĺ", + "×IJר×ķ×Ĺ ×ª", + "à¹Ģ วิ", + "à¹Ģวิ รà¹Į", + "à¸Ńยà¹Īาà¸ĩ รวà¸Ķà¹Ģรà¹ĩว", + "ĠìŬ íĸī", + "ĠÑĢан ÑĮ", + "ĠÑĢанÑĮ ÑĪе", + "Ġzob ow", + "Ġzobow iÄħ", + "ĠzobowiÄħ z", + "Ġ×ķ׼ ×ŀ×ķ×ijף", + "ĠاÙĦÙħ Ùĩ", + "ĠاÙĦÙħÙĩ ÙĨÙĬ", + "ãĤ¢ ãĤ¸", + "ãĤ¢ãĤ¸ ãĤ¢", + "ë°© ìĨ¡", + "à¸Ńà¸Ńà¸ģ à¸ģำลัà¸ĩ", + "à¸Ńà¸Ńà¸ģà¸ģำลัà¸ĩ à¸ģาย", + "am éli", + "améli orer", + "å½ĵãģŁãĤĬ åīį", + "Ġreg elm", + "Ġregelm Ã¤ÃŁig", + "ãģĬ åĭ", + "ãģĬåĭ §", + "ãģĬåĭ§ ãĤģ", + "Ġm Æ°á»Ŀi", + "بر Ùħج", + "ĠNat ürlich", + "ĠD Å©ng", + "ĠاÙĦر جاÙĦ", + "Ġthé p", + "Ġol muÅŁtur", + "×ŀ×ķס ×Ļק×Ķ", + "f älle", + "주 íĥĿ", + "ĠاÙĦÙģ رص", + "Ġnaj wiÄĻks", + "ĠnajwiÄĻks zy", + "Ġça ÄŁ", + "ĠçaÄŁ rı", + "ì¸ ł", + "ĠvÃŃ ct", + "ĠvÃŃct ima", + "ĠÑģовеÑĢ ÑĪен", + "×Ķ×Ļ ×Ļת×Ļ", + "à¹Ģà¸Ķ ี", + "à¹Ģà¸Ķี à¹ĭ", + "à¹Ģà¸Ķีà¹ĭ ยว", + "ü yü", + "Ġд оп", + "Ġдоп олн", + "Ġдополн иÑĤелÑĮно", + "à¹ģà¸ķà¸ģà¸ķà¹Īาà¸ĩ à¸ģัà¸Ļ", + "Ġá l", + "Ġál bum", + "à¸Ľà¸£à¸°à¸Īำ à¸Ľà¸µ", + "ĠÑĦ едеÑĢ", + "ĠÑĦедеÑĢ алÑĮн", + "Ġobs ÅĤ", + "ĠobsÅĤ ugi", + "à¹Ģร ืà¹Ī", + "à¹Ģรืà¹Ī à¸Ńย", + "à¹Ģรืà¹Īà¸Ńย à¹Ĩ", + "ëģ Į", + "Ġngh ìn", + "ĠBaÅŁkan lıģı", + "تأ سÙĬ", + "تأسÙĬ س", + "Ġ×ij×ij ×ķקר", + "Ġ×¢×ij×ķ×ĵ ×ķת", + "Ġبص ÙĪرة", + "ãĤıãģij ãģ§ãģ¯ãģªãģĦ", + "führ er", + "ãĤ¹ ãĤŃ", + "ãĤ¹ãĤŃ ãĥ«", + "ĠاÙĦÙĤ ض", + "ĠاÙĦÙĤض ÙĬØ©", + "Ġдолж ноÑģÑĤ", + "Ùģار ÙĤ", + "Ġcomeç ou", + "Ġorganis é", + "Ġxu ân", + "ĠÑģообÑī аеÑĤ", + "ĠпÑĢи д", + "ĠпÑĢид еÑĤÑģÑı", + "TÃľ RK", + "ãĥ¬ ãĥ¼ãĤ·ãĥ§ãĥ³", + "Kh ông", + "است Ùģ", + "استÙģ ادة", + "ä¸ĬãģĮ ãģ£ãģ¦", + "Ġum ie", + "Ġumie jÄĻ", + "ĠumiejÄĻ tn", + "ĠumiejÄĻtn oÅĽci", + "ëĤ ¸", + "à¹Ģà¸Ļ à¸Ńรà¹Į", + "×ĵ×ķ ×ķ×Ĺ", + "ÃŃs imo", + "I ÃĬ", + "IÃĬ N", + "Ġalcan ç", + "Ġ à¸ķุ", + "Ġà¸ķุ ลา", + "Ġà¸ķุลา à¸Ħม", + "ש׾ ×ĺ×ķף", + "Ġél è", + "Ġélè ves", + "ĠÄij u", + "ĠÄiju á»ķi", + "ĠØ£ Ùģ", + "ĠØ£Ùģ رÙĬ", + "ĠØ£ÙģرÙĬ ÙĤÙĬ", + "ĠØ£ÙģرÙĬÙĤÙĬ ا", + "ãĤĴæİ¢ ãģĻ", + "ĠпÑĢед ложениÑı", + "ج اد", + "ĠÑħоÑĤ ÑĮ", + "Ñģ ал", + "Ñģал он", + "à¸Ľà¸£à¸° à¹Ģม", + "à¸Ľà¸£à¸°à¹Ģม ิà¸Ļ", + "ãĤŃ ãĥĥãĥģ", + "ãĤŃãĥĥãĥģ ãĥ³", + "×ij×ĵ×Ļק ×ķת", + "Ġch ù", + "Ġchù a", + "ÐĴ иде", + "ÐĴиде о", + "иÑĢов ка", + "ĠÑħоÑĤ иÑĤе", + "Ġspéc ifique", + "รส à¸Ĭาà¸ķิ", + "è¾¼ ãĤĵãģł", + "伸 ãģ³", + "×Ķצ׾ ×Ĺת", + "ãģ©ãģ® ãĤĪãģĨãģ«", + "سع ادة", + "Ġл ид", + "Ġлид еÑĢ", + "ม à¸ĩ", + "มà¸ĩ à¸Ħล", + "ØŃ Ø§ÙħÙĦ", + "หล ุà¸Ķ", + "à¸Ńยà¹Īาà¸ĩ à¸ķà¹Īà¸Ń", + "à¸Ńยà¹Īาà¸ĩà¸ķà¹Īà¸Ń à¹Ģà¸Ļืà¹Īà¸Ńà¸ĩ", + "ãģķãģĽãģ¦ éłĤ", + "تس ÙĪÙĬ", + "تسÙĪÙĬ ÙĤ", + "ĠaÅŁaģı d", + "ĠaÅŁaģıd aki", + "ĠÑĨ елÑĮ", + "ĠÑĨелÑĮ Ñİ", + "ĠAra ÅŁtırma", + "à¸Ĥัà¸ļ รà¸ĸ", + "Ùĩ Ø°Ùĩ", + "ลà¸ĩ à¸Ĺะ", + "ลà¸ĩà¸Ĺะ à¹Ģà¸ļ", + "ลà¸ĩà¸Ĺะà¹Ģà¸ļ ียà¸Ļ", + "تÙĥ اÙħÙĦ", + "Ġc io", + "Ġcio è", + "ãģ¦ ãģĬãģı", + "ĠاÙĦصØŃ ÙģÙĬ", + "ĠíĬ¹ ìłķ", + "полн иÑĤÑĮ", + "ãĤĵ ãģĺãĤĥãģªãģĦ", + "ãĤĵãģĺãĤĥãģªãģĦ ãģĭ", + "ĠاÙĦج Ùĩ", + "ĠاÙĦجÙĩ ات", + "ĠÑĥÑģпеÑĪ но", + "Ġв ок", + "Ġвок ÑĢÑĥг", + "ĠÑģиÑĤÑĥ аÑĨиÑı", + "Ġ×Ķ×IJ ×ŀר", + "Ġ×Ķ×IJ×ŀר ×Ļק", + "Ġ×Ķ×IJ×ŀר×Ļק ×IJ×Ļ", + "×ŀ ×Ĵ×ĸ", + "×ŀ×Ĵ×ĸ ×Ļף", + "Ġак ÑĤÑĥ", + "ĠакÑĤÑĥ алÑĮн", + "é ta", + "éta is", + "Ġmog ÅĤa", + "ĠÑĤоÑĩ ки", + "Ġ×ŀ×Ķ ×ŀ×¢", + "Ġ×ŀ×Ķ×ŀ×¢ ×¨×Ľ×ª", + "มี à¸Ľà¸£à¸°à¸ªà¸´à¸Ĺà¸ĺà¸´à¸łà¸²à¸ŀ", + "×Ļר ×Ļ×ĵ×Ķ", + "×Ĵר ×ŀ׳", + "×Ĵר×ŀ׳ ×Ļ×Ķ", + "Ġг лав", + "Ġглав ное", + "Ġ미 ëŀĺ", + "Ġ׳׼ ×ķ׳×Ķ", + "ĠÙĪ Ø·ÙĨÙĬ", + "op port", + "opport unitÃł", + "Ġh ủy", + "ĠÙĦ تØŃ", + "ĠÙĦتØŃ ÙĤÙĬÙĤ", + "Ġó rg", + "Ġórg ão", + "ãĤ¹ ãĥĶ", + "ãĤ¹ãĥĶ ãĥ¼ãĥī", + "Ġön ü", + "Ġönü ne", + "Ùħع اÙħÙĦ", + "ש×ŀ ×Ļר×Ķ", + "ĠвеÑģÑĮ ма", + "ĠwiÄĻks zo", + "ĠwiÄĻkszo ÅĽÄĩ", + "Ġاست راتÙĬج", + "ĠاستراتÙĬج ÙĬØ©", + "ĠÙģ Ø¥", + "ĠÙģØ¥ ذا", + "à¹Ģà¸Ĭืà¹Īà¸Ń ม", + "à¹Ģà¸Ĭืà¹Īà¸Ńม à¸ķà¹Īà¸Ń", + "Ġ׾ פר", + "Ġ׾פר ×ĺ×Ļ×Ŀ", + "Ùħض ÙĬ", + "ĠGer çek", + "Ġçocuk ların", + "ÙĪØ« ائÙĤ", + "ĠÙħساء Ùĭ", + "Ġunterstüt zt", + "Ġpré st", + "Ġprést amo", + "ĠÐłÐ°Ð· меÑĢ", + "ĠÅŁ eker", + "Ġsé culo", + "×ij×Ķ ×Ļר", + "Ø´Ùĩ ÙĪر", + "Ġ à¸Ńีà¸ģ", + "Ġà¸Ńีà¸ģ à¸Ĺัà¹īà¸ĩ", + "Ġlleg ó", + "à¸¨à¸´à¸¥à¸Ľ ะ", + "æĪij ãģĮ", + "æĪijãģĮ 家", + "ع ÙĤÙĪ", + "عÙĤÙĪ بات", + "ĠF älle", + "Ġs ÅĤuż", + "ĠsÅĤuż b", + "ĠاÙĦØŃÙĤ ÙĪÙĤ", + "Ġпл иÑĤ", + "Ġи ноÑģÑĤ", + "ĠиноÑģÑĤ ÑĢан", + "ĠиноÑģÑĤÑĢан н", + "à¹ĥà¸Ļ à¸Ĥà¸ĵะà¸Ĺีà¹Ī", + "ãĤ« ãĥĨ", + "ãĤ«ãĥĨ ãĤ´", + "ãĤ«ãĥĨãĤ´ ãĥª", + "à¸Ńิ ส", + "à¸Ńิส ระ", + "à¹Ģà¸ľà¸¢ à¹ģ", + "à¹Ģà¸ľà¸¢à¹ģ à¸ŀร", + "à¹Ģà¸ľà¸¢à¹ģà¸ŀร à¹Ī", + "ãģĬ ãģĦ", + "ãģĬãģĦ ãģĹãģĦ", + "است ÙĤÙĦ", + "استÙĤÙĦ اÙĦ", + "تØŃ Ø¶", + "تØŃض ÙĬر", + "åĬ© ãģij", + "Ùħر اÙģÙĤ", + "Ġ×ĵ ×ķר", + "Ġ×ĵ×ķר ש", + "×ŀת×Ļ ×Ļ×Ĺס", + "ס ×Ļ׼", + "ס×Ļ׼ ×ķ×Ŀ", + "íĮĮ íĬ¸", + "Ġwy ÅĽ", + "ĠwyÅĽ w", + "ĠwyÅĽw iet", + "ĠwyÅĽwiet l", + "ĠاÙĦاÙĨ ساÙĨ", + "ĠStra ÃŁen", + "ï¼ ¬", + "ãģ« åŁº", + "ãģ«åŁº ãģ¥", + "Ġcap ÃŃtulo", + "ลุ ย", + "Ġ×Ķ×ŀק צ×ķ×¢×Ļ", + "ãģĤãĤĭ ç¨ĭ度", + "á» ¢", + "ĠاÙĦ ÙĦا", + "ĠاÙĦÙĦا زÙħØ©", + "æķĻ ãģĪ", + "Ġרש ×IJ×Ļ", + "з ав", + "зав иÑģ", + "завиÑģ им", + "à¸Ľà¸±à¸Ī à¸Īัย", + "à¹Ģà¸ĭ ล", + "à¹Ģà¸ĭล ลà¹Į", + "Ġdiffé rence", + "ĠAlt ın", + "Ġк ÑĢай", + "ĠкÑĢай не", + "Ġз ло", + "Ġgün ümüz", + "Ġн аÑĤÑĥÑĢ", + "ĠнаÑĤÑĥÑĢ алÑĮн", + "×Ĵ×ķ׾ ש×Ļ×Ŀ", + "Ġк аÑĤегоÑĢ", + "ĠкаÑĤегоÑĢ ии", + "Ġз нак", + "à¸ģà¹Īà¸Ńà¸Ļ หà¸Ļà¹īา", + "à¸ģà¹Īà¸Ńà¸Ļหà¸Ļà¹īา à¸Ļีà¹ī", + "ĠÙħÙĨ ت", + "ĠÙħÙĨت خب", + "ãĥĽ ãĥ¼ãĥ«", + "Ġе вÑĢо", + "ส ว", + "สว ม", + "ĠìľĦ ìĽIJ", + "ĠìľĦìĽIJ ëĭĺ", + "ĠاÙĦØŃ ÙĪØ«", + "ĠاÙĦØŃÙĪØ« ÙĬ", + "ĠÑģодеÑĢж иÑĤ", + "ãĥķãĤ¡ ãĥĥãĤ·ãĥ§ãĥ³", + "Ġ à¸ģัà¸Ļ", + "Ġà¸ģัà¸Ļ ย", + "Ġà¸ģัà¸Ļย ายà¸Ļ", + "ãĤª ãĥª", + "ãĤªãĥª ãĤ¸", + "ãĤªãĥªãĤ¸ ãĥĬãĥ«", + "Ġб ÑĢенд", + "ãĤĴæĮģ ãģ£ãģ¦ãģĦãĤĭ", + "Ġinvers ión", + "Ġê° ĸ", + "Ġê°ĸ ê³ł", + "Ġnov itÃł", + "ê´Ģ ê´ij", + "Ġà¸ŀ ฤษ", + "Ġà¸ŀฤษ à¸łà¸²", + "Ġà¸ŀà¸¤à¸©à¸łà¸² à¸Ħม", + "×ķר ×Ĺ×Ļ×Ŀ", + "׼׾ ×ķ׾", + "Ġng ạc", + "×Ļ ×Ļש", + "×Ļ×Ļש ×ķ×ij", + "f äll", + "fäll ig", + "ĠÑĤÑĢеб ÑĥеÑĤÑģÑı", + "Ġcar á", + "Ġcará cter", + "Ġprinc ÃŃpio", + "ĠÅĤ az", + "ĠÅĤaz ien", + "ĠÅĤazien k", + "Ġgi ãn", + "ÑģÑĤÑĢа ива", + "Ùħس اب", + "Ùħساب ÙĤØ©", + "à¹Ģà¸Ħรืà¹Īà¸Ńà¸ĩ à¸Ķืà¹Īม", + "ترÙĥ ÙĬب", + "vol ução", + "ĠÐŁ оÑĩ", + "ĠÐŁÐ¾Ñĩ ем", + "ĠÐŁÐ¾Ñĩем Ñĥ", + "казал оÑģÑĮ", + "ĠпÑĢимен ениÑı", + "à¹Ģà¸Ĺ ียม", + "íĮ Ķ", + "à¸Ĥà¹īà¸Ń à¹Ģสà¸Ļà¸Ń", + "à¸Ľà¸±à¸į à¸įา", + "Ġоб ÑĥÑĩ", + "ĠобÑĥÑĩ ениÑı", + "ĠÑģеÑĢ и", + "ĠÑģеÑĢи ал", + "Ġingl és", + "ĠÙĦ Ùĥرة", + "Ġ×ĺ ׾", + "Ġ×ĺ׾ פ×ķף", + "Ġìł ij", + "Ġìłij ê·¼", + "×IJ ×ķ×Ĵ", + "×IJ×ķ×Ĵ ×ķס", + "×IJ×ķ×Ĵ×ķס ×ĺ", + "ĠболÑĮÑĪ ое", + "ĠÐļон еÑĩно", + "×¢×Ļת ×ķ׳", + "×¢×Ļת×ķ׳ ×IJ×Ļ", + "Ġкноп к", + "Ġз н", + "Ġзн аÑĤÑĮ", + "ĠÄij á»±", + "ĠÄijá»± ng", + "вл аж", + "влаж н", + "×ŀ ×Ļ×ĺ×ij", + "ãĤ¬ ãĤ¤", + "ãĤ¬ãĤ¤ ãĥī", + "........ ..", + "Ġà¸ģ ุม", + "Ġà¸ģุม à¸łà¸²à¸ŀ", + "Ġà¸ģà¸¸à¸¡à¸łà¸²à¸ŀ ัà¸Ļ", + "Ġà¸ģà¸¸à¸¡à¸łà¸²à¸ŀัà¸Ļ à¸ĺ", + "Ġà¸ģà¸¸à¸¡à¸łà¸²à¸ŀัà¸Ļà¸ĺ à¹Į", + "be z", + "bez pieczeÅĦst", + "bezpieczeÅĦst w", + "ãĥijãĥij æ´»", + "ع اط", + "عاط Ùģ", + "ĠÄij áºŃm", + "Ġз ÑĢ", + "ĠзÑĢ ениÑı", + "Ġbor ç", + "Ġнед ел", + "Ġнедел Ñİ", + "Ġh á»ı", + "Ġhá»ı ng", + "ìŀ¥ ìķł", + "ìŀ¥ìķł ìĿ¸", + "ĠاÙĦع ÙĦاÙĤØ©", + "Ġíģ ¬", + "Ġíģ¬ ê²Į", + "à¹Ħร à¹Ī", + "à¸ļา à¸Ķ", + "à¸ļาà¸Ķ à¹Ģà¸Īà¹ĩà¸ļ", + "à¸Ŀ รั", + "à¸Ŀรั à¹Īà¸ĩ", + "à¸Ŀรัà¹Īà¸ĩ à¹Ģศ", + "à¸Ŀรัà¹Īà¸ĩà¹Ģศ ส", + "ר ×¢×Ļ", + "רע×Ļ ×ķ׳×ķת", + "Ġë Į", + "ĠëĮ ĵ", + "ĠëĮĵ ê¸Ģ", + "Ġnaj b", + "Ġnajb li", + "Ġnajbli ż", + "Ġnajbliż sz", + "ĠиÑģполÑĮз ÑĥеÑĤÑģÑı", + "Ġcient ÃŃf", + "ĠcientÃŃf ico", + "×¢ ×ŀק", + "Ġg ợi", + "Ø´ ØŃÙĨ", + "ĠÅĽ m", + "ĠÅĽm ier", + "ĠÅĽmier ci", + "à¸Ħาสิà¹Ĥà¸Ļ à¸Ńà¸Ńà¸Ļà¹Ħลà¸Ļà¹Į", + "×Ĺש×ij ת×Ļ", + "Ġn ingu", + "Ġningu ém", + "è¾¼ ãĤģ", + "ãģ ·", + "ĠÑĥ г", + "ĠÑĥг ол", + "ï½ °", + "פת ×Ļ×Ĺ", + "פת×Ļ×Ĺ ×ª", + "Ġ×Ķר×IJש ×ķ׳×Ļ×Ŀ", + "p ósito", + "ãĤŃ ãĥ¬ãĤ¤", + "ãģ© ãģĵãĤį", + "à¹Ģà¸Ĺà¹Īา à¹Ħ", + "à¹Ģà¸Ĺà¹Īาà¹Ħ หร", + "à¹Ģà¸Ĺà¹Īาà¹Ħหร à¹Ī", + "ĠинÑĤеÑĢ ÑĮеÑĢ", + "ĠØŃ Ø§Ø¬", + "ĠØŃاج Ø©", + "สี à¸Ĥาว", + "ìĸ ¼", + "Ġn á»Ļ", + "Ġná»Ļ p", + "ĠÃŃ nd", + "ĠÃŃnd ice", + "สำ รวà¸Ī", + "Ġкажд ой", + "Ġhot éis", + "Ġnast ÄĻ", + "ĠnastÄĻ pn", + "Ġ×Ķק ×ķ×ĵ", + "Ġ×Ķק×ķ×ĵ ×Ŀ", + "פ ×ķפ", + "פ×ķפ ×ķ׾", + "פ×ķפ×ķ׾ ר×Ļ", + "вÑĪ ей", + "ãĤ·ãĥ³ ãĥĹ", + "ãĤ·ãĥ³ãĥĹ ãĥ«", + "ĠzdjÄĻ Äĩ", + "ĠгÑĢÑĥпп а", + "Ġпом еÑī", + "ĠпомеÑī ениÑı", + "ãģ©ãģĨ ãģĦãģĨ", + "ĠиÑģп ÑĭÑĤа", + "Ġog ÅĤ", + "ĠogÅĤ os", + "ĠogÅĤos zen", + "ĠogÅĤoszen i", + "สรà¹īาà¸ĩ สรร", + "สรà¹īาà¸ĩสรร à¸Ħà¹Į", + "à¸ŀร รà¸ĵ", + "Ġçık Ä±ÅŁ", + "ĠÑĩаÑģÑĤ ноÑģÑĤи", + "Ġ×ķ ×Ļ×ķתר", + "ç¶ļãģį ãĤĴ", + "ç¶ļãģįãĤĴ èªŃ", + "ç¶ļãģįãĤĴèªŃ ãĤĢ", + "à¸ģร ั", + "à¸ģรั ม", + "г ÑĢаÑĦ", + "Ġв лад", + "Ġвлад елÑĮ", + "ĠвладелÑĮ ÑĨ", + "Ġistedi ÄŁ", + "ĠistediÄŁ iniz", + "×ij׾ ×¢", + "×ij×ľ×¢ ×ĵ×Ļ", + "ÙħÙĪ اÙģ", + "ÙħÙĪاÙģ ÙĤØ©", + "Ġ×Ļ ×ķר", + "Ġ×Ļ×ķר ק", + "ãĤ«ãĥ¼ãĥī ãĥŃãĥ¼ãĥ³", + "ĠاÙĦÙħØ´ ÙĥÙĦ", + "ĠاÙĦÙħØ´ÙĥÙĦ Ø©", + "ĠêµŃ íļĮ", + "ס פ×ĺ", + "ספ×ĺ ×ŀ", + "ספ×ĺ×ŀ ×ijר", + "Ġìĸ´ ëłµ", + "Ùĥ اÙħ", + "ÙĥاÙħ ÙĬرا", + "sch lü", + "schlü sse", + "ĠØ« ÙĨ", + "ĠØ«ÙĨ ائÙĬ", + "ìī ½", + "ĠÐŀ Ñģоб", + "ĠÐŀÑģоб енно", + "Ġин веÑģÑĤи", + "ĠинвеÑģÑĤи ÑĨи", + "اØŃ ØªÙħ", + "اØŃتÙħ اÙĦ", + "E Äŀ", + "EÄŀ Ä°", + "íķĺ ê²łëĭ¤", + "Ġ×IJ ×ijר×Ķ", + "Ġ×IJ×ijר×Ķ ×Ŀ", + "Ġ×ij×Ĺ ×Ļ׳×Ŀ", + "Ø£ ÙĪض", + "Ø£ÙĪض اع", + "Ġdé l", + "Ġdél ai", + "Ġ×IJ×ķ×Ķ ×ij×Ļ×Ŀ", + "ĠÑģо Ñħ", + "ĠÑģоÑħ ÑĢ", + "ĠÑģоÑħÑĢ ани", + "ĠдоÑģÑĤ иж", + "ĠдоÑģÑĤиж ени", + "สิà¹Īà¸ĩ à¹ģ", + "สิà¹Īà¸ĩà¹ģ วà¸Ķ", + "สิà¹Īà¸ĩà¹ģวà¸Ķ ล", + "สิà¹Īà¸ĩà¹ģวà¸Ķล à¹īà¸Ńม", + "ĠاÙĦÙħ باشر", + "ĠÑĦ иг", + "ĠÑĦиг ÑĥÑĢ", + "мож ем", + "׾×ŀ×Ļ×ĵ ×Ķ", + "Ġcin é", + "Ġciné ma", + "Ġb ada", + "Ġbada ÅĦ", + "جب ÙĩØ©", + "Ġд еп", + "Ġдеп ÑĥÑĤ", + "ĠдепÑĥÑĤ аÑĤ", + "Ġdist ância", + "ĠاÙĦÙħ عار", + "ĠاÙĦÙħعار ضة", + "thè se", + "ü nc", + "ünc ü", + "Ġдан ного", + "ĠBel gi", + "ĠBelgi ë", + "Ġ×ij ×ijק", + "Ġ×ij×ijק ש×Ķ", + "ย à¹Īาà¸Ļ", + "Ġsol ução", + "Ġ×Ķצ ×ĺר", + "Ġ×Ķצ×ĺר פ×ķ", + "ĠØ£ÙĨ ØŃ", + "ĠØ£ÙĨØŃ Ø§Ø¡", + "Ġد ÙħØ´", + "ĠدÙħØ´ ÙĤ", + "มั à¹ī", + "มัà¹ī ย", + "Ùħ غرب", + "است عÙħاÙĦ", + "ĠS ÅĤow", + "ĠëıĻ ìĭľ", + "ĠëıĻìĭľ ìĹIJ", + "ĠÑģ оÑģ", + "ĠÑģоÑģ ед", + "ì²Ń ìĨĮ", + "ì²ŃìĨĮ ëħĦ", + "Ġг ÑĢаÑĦ", + "ĠгÑĢаÑĦ ик", + "Ġìŀij ìĿĢ", + "Ġyet i", + "Ġyeti ÅŁtir", + "ĠìĿ´ê²ĥ ìĿ´", + "ห à¹Īาà¸ĩ", + "Ø¥ ÙħÙĥاÙĨ", + "Ø¥ÙħÙĥاÙĨ ÙĬØ©", + "است عراض", + "ÙħØ® در", + "ĠÑĩ ÑĥÑĤÑĮ", + "Ùħ دÙĬر", + "ÙħدÙĬر ÙĬØ©", + "Ġà¹Ģม ษ", + "Ġà¹Ģมษ ายà¸Ļ", + "Ġм еÑħ", + "ĠмеÑħ аниз", + "ĠмеÑħаниз м", + "ĠÑģ Ñĥм", + "ĠÑģÑĥм мÑĥ", + "Ġv ö", + "Ġvö ll", + "Ġvöll ig", + "Ġд ÑĢÑĥз", + "ĠдÑĢÑĥз ÑĮÑı", + "ãĤĴåĪ©çĶ¨ ãģĹãģ¦", + "à¸ļรร à¸Īุ", + "po życz", + "×ŀש ׼", + "×ŀש׼ ×ł×ª", + "×ŀ×©×Ľ×ł×ª ×IJ", + "Ġeuropé en", + "Ġpropri é", + "Ġproprié taire", + "Ġkh ấu", + "ãģĦãģŁãģł ãģijãĤĭ", + "Ġtec rü", + "Ġtecrü be", + "×Ķ ×ij", + "×Ķ×ij ׳×Ķ", + "Ġcu Ì", + "ĠcuÌ ī", + "ĠcuÌī a", + "×IJ ×ķ×ķ", + "×IJ×ķ×ķ ×Ļר×Ķ", + "Ġ׼×ķ׾ ×ķ", + "U lus", + "Ulus lararası", + "Ġ׳ ×ķת", + "Ġ׳×ķת ף", + "ãģ« åIJij", + "ãģ«åIJij ãģijãģ¦", + "ë¹ Ľ", + "à¸Ĺ ัà¸ģษ", + "à¸Ĺัà¸ģษ ะ", + "س ÙĤÙĪ", + "سÙĤÙĪ Ø·", + "Ġв н", + "Ġвн еÑĪ", + "ĠвнеÑĪ не", + "Ġur z", + "Ġurz ÄĻd", + "Ġá mb", + "Ġámb ito", + "à¸Ń à¸ĺิ", + "à¸Ńà¸ĺิ à¸ļาย", + "Ġ ÅĤad", + "ĠÅĤad n", + "ê±´ ì¶ķ", + "wód zt", + "wództ w", + "Ġquest ões", + "Ġש ק", + "Ġשק ×Ļ×ij׾", + "Ġmiejsc owoÅĽci", + "Ġв ал", + "Ġвал ÑİÑĤ", + "hä user", + "หà¸Ļ à¸Ńà¸ĩ", + "ãģ¨ åħ±", + "ãģ¨åħ± ãģ«", + "ãĥı ãĥ¼ãĥī", + "Ġê°ľ ìµľ", + "ĠоÑģнов ном", + "Ġм ÑıÑģ", + "اع ت", + "اعت ÙĤاÙĦ", + "สà¸ĸ ิ", + "สà¸ĸิ à¸ķิ", + "N gu", + "Ngu á»ĵn", + "ĠÙħ جÙĦ", + "ĠÙħجÙĦ Ø©", + "à¹ģà¸Ĥ à¸Ļ", + "ĠاÙĦÙĦÙĬ بÙĬ", + "פע×Ļ׾ ×ķ×Ļ×ķת", + "Ġ×Ķר פ×ķ×IJ×Ļ", + "פר ×ķפ", + "פר×ķפ ×Ļ׾", + "ק ׾×IJ", + "ק׾×IJ ס×Ļ", + "Ùĥت Ø´Ùģ", + "ãģ«ãģª ãģ£ãģ¦ãģĹãģ¾ãģĨ", + "à¹Ģà¸Ħล à¹ĩà¸Ķ", + "à¹Ģà¸Ħลà¹ĩà¸Ķ ลัà¸ļ", + "Ġì» ´", + "Ġì»´ íĵ¨", + "Ġì»´íĵ¨ íĦ°", + "Ġ×Ĺ×Ļ ×ķ×ij×Ļ", + "Ġnä m", + "Ġnäm lich", + "åij¼ ãģ°", + "åij¼ãģ° ãĤĮ", + "ĠÑĢ ол", + "ĠÑĢол и", + "Ġspécial isé", + "à¸Ļ วัà¸ķ", + "à¸Ļวัà¸ķ à¸ģรรม", + "ÙĨص ÙĪص", + "пеÑĢ ед", + "пеÑĢед аÑĩ", + "thè que", + "Ġר×IJ ×Ļת×Ļ", + "ãĥĢ ãĤ¦ãĥ³", + "ãĤı ãģĭ", + "ãĤıãģĭ ãģ£ãģ¦", + "беÑĢ еж", + "ĠÑģ ек", + "ĠÑģек ÑĢ", + "ĠÑģекÑĢ еÑĤ", + "ĠпоÑģÑĤоÑıн н", + "à¸Ĥà¸Ļ สà¹Īà¸ĩ", + "Ġm ük", + "Ġmük em", + "Ġmükem mel", + "еÑĤ еÑģÑĮ", + "ĠاÙĦسÙĨ ÙĪات", + "ĠìłĦ íĺĢ", + "Ġ×Ķ×ŀק ×ķר×Ļ", + "Ġmü d", + "Ġmüd ah", + "Ġmüdah ale", + "Ġwy b", + "Ġwyb ór", + "Ġtend ência", + "Ø¥ دار", + "إدار ÙĬØ©", + "Ġunterstüt zen", + "ת ×ijר", + "ת×ijר ר", + "Ġdi á", + "Ġdiá logo", + "ĠÃĸ nce", + "ĠÃĸnce ki", + "ãĤ¹ãĥĿ ãĥĥãĥĪ", + "ëĦ £", + "ĠG eli", + "ĠGeli ÅŁ", + "ãĤĴ éĢļ", + "ãĤĴéĢļ ãģĹãģ¦", + "ĠFuÃŁ ball", + "Ġsal ari", + "Ġsalari é", + "ĠпÑĢодÑĥк ÑĤов", + "صÙģ ÙĤØ©", + "รว à¸ļ", + "รวà¸ļ รวม", + "à¹ĥà¸Ļ à¸IJาà¸Ļ", + "à¹ĥà¸Ļà¸IJาà¸Ļ ะ", + "Ġkay na", + "Ġkayna ģı", + "Ġìŀij íĴĪ", + "ĠвÑĭ ÑĢаж", + "ĠвÑĭÑĢаж ен", + "ĠÑģÑĤ еп", + "ĠÑģÑĤеп ени", + "ĠاÙĦÙħ ÙĪجÙĪد", + "ĠاÙĦÙħÙĪجÙĪد Ø©", + "ล à¹īม", + "Ġnaj czÄĻ", + "ĠnajczÄĻ ÅĽcie", + "ĠnajczÄĻÅĽcie j", + "Ġz wy", + "Ġzwy k", + "Ġzwyk ÅĤ", + "Ġê·¸ëłĩ ì§Ģ", + "à¸ģระ à¸Ī", + "à¸ģระà¸Ī าย", + "Ġëĭ µ", + "Ġëĭµ ë³Ģ", + "ĠÑĢе ак", + "ĠÑĢеак ÑĨи", + "ĠÅĽwie ż", + "ĠÑģÑĤоим оÑģÑĤи", + "ÙħÙĨ اÙĤ", + "ÙħÙĨاÙĤ Ø´", + "ÙħÙĨاÙĤØ´ Ø©", + "ĠÑħоÑĩ Ñĥ", + "ãĥľ ãĥ¼ãĥī", + "Ġróż nic", + "Ġк ÑĢÑĭ", + "ĠкÑĢÑĭ ÑĪ", + "âľ ĵ", + "ãĤ³ãĥ³ ãĥĨãĥ³", + "ãĤ³ãĥ³ãĥĨãĥ³ ãĥĦ", + "ĠпÑĢед поÑĩ", + "×ŀר ×ij×Ļת", + "ĠØ´ Ùĥ", + "ĠØ´Ùĥ را", + "Ġд ал", + "Ġдал ек", + "Ġдалек о", + "بر ÙĬØ·", + "برÙĬØ· اÙĨÙĬا", + "ع ÙĨا", + "عÙĨا ÙĬØ©", + "ĠÑĢаÑģÑģ каз", + "ĠÑĢаÑģÑģказ Ñĭва", + "Ø£ ÙĦÙĪ", + "Ø£ÙĦÙĪ اÙĨ", + "æĮģ ãģ£ãģ¦", + "æĮģãģ£ãģ¦ ãģĦ", + "Ùħباد ئ", + "×Ķ ×¢×ijר", + "×Ķ×¢×ijר ת", + "Ġyay ı", + "Ġyayı ml", + "Ġyayıml a", + "m át", + "mát icos", + "à¸ģ ัà¸ĩ", + "à¸ģัà¸ĩ วล", + "Ġ׾ פת", + "Ġ×ľ×¤×ª ×ķ×Ĺ", + "à¸ŀฤ à¸ķิ", + "à¸ŀฤà¸ķิ à¸ģรรม", + "í Ĥ¬", + "Ġок ÑĢÑĥг", + "Ġ×ŀצ ×ķ×ķ×Ķ", + "ÐĽ ени", + "ÐĽÐµÐ½Ð¸ н", + "ĠTri á»ģu", + "ãĤ³ãĥŁ ãĥ¥", + "ãĤ³ãĥŁãĥ¥ ãĥĭ", + "ãĤ³ãĥŁãĥ¥ãĥĭ ãĤ±", + "ãĤ³ãĥŁãĥ¥ãĥĭãĤ± ãĥ¼ãĤ·ãĥ§ãĥ³", + "Ùĥ ÙĨÙĬ", + "ÙĥÙĨÙĬ سة", + "ãĤĴ ä¸Ńå¿ĥ", + "ãĤĴä¸Ńå¿ĥ ãģ«", + "ĠmiÄĻd z", + "ĠmiÄĻdz yn", + "ĠmiÄĻdzyn ar", + "ĠmiÄĻdzynar od", + "ĠmiÄĻdzynarod ow", + "ÙĦ ÙĨ", + "ÙĦÙĨ دا", + "بر Ø´", + "برش ÙĦÙĪÙĨ", + "برشÙĦÙĪÙĨ Ø©", + "à¸ģระ à¸ķุ", + "à¸ģระà¸ķุ à¹īà¸Ļ", + "Ġg ı", + "Ġgı da", + "à¸Ľà¸£à¸° à¸Ĺัà¸ļ", + "à¸Ľà¸£à¸°à¸Ĺัà¸ļ à¹ĥà¸Ī", + "Ġë¶Ī 구", + "Ġë¶Ī구 íķĺê³ł", + "ĠÙĨ Ø·", + "ĠÙĨØ· اÙĤ", + "ĠÐľ ожеÑĤ", + "Pr äs", + "Präs ident", + "ĠÑģк оÑĢ", + "ĠÑģкоÑĢ оÑģÑĤÑĮ", + "Ġ×Ķ×ij ×ķקר", + "еÑħ аÑĤÑĮ", + "Ġg ạo", + "Ġש×IJ ×Ļ׳×Ŀ", + "Ġ×ij׳ ×ķ×Ĵ", + "Ġ×ij׳×ķ×Ĵ ×¢", + "Ġо пиÑģание", + "Ġucz ni", + "Ġuczni ów", + "à¹Ģà¸Ń à¹ĩà¸Ļ", + "Ġت Ø´", + "Ġتش رÙĬÙĨ", + "Ġnh ãn", + "ë¹ ¨", + "Ġcaract ère", + "×¢ ׾×Ļ", + "×¢×ľ×Ļ ×Ļ×Ķ", + "楽ãģĹ ãĤģãĤĭ", + "ĠÑģ аÑħ", + "ĠÑģаÑħ аÑĢ", + "дÑĥм аÑĤÑĮ", + "ĠÐĴоз можно", + "ص ÙĬاÙĨ", + "صÙĬاÙĨ Ø©", + "öm ür", + "ส ล", + "สล à¹ĩ", + "สลà¹ĩ à¸Ń", + "สลà¹ĩà¸Ń à¸ķ", + "ë¡ ¯", + "Ġth ói", + "gr Ã¶ÃŁe", + "Ġksi ÄĻ", + "ĠksiÄĻ g", + "ĠÑĢ ом", + "ĠÑĢом ан", + "ÙĤ اسÙħ", + "×ŀ×ij ×ķ×Ĵ", + "×ŀ×ij×ķ×Ĵ ר×Ļ×Ŀ", + "bes ch", + "besch äft", + "beschäft ig", + "×Ķצע ×Ķ", + "ĠÃģ rea", + "ĠзаÑıв к", + "Ä ¹", + "ĠлÑİб ого", + "Ġ ม", + "Ġม à¸ģร", + "Ġมà¸ģร าà¸Ħม", + "ÑĦ из", + "ÑĦиз иÑĩеÑģк", + "ин ÑĦ", + "инÑĦ ек", + "инÑĦек ÑĨи", + "اÙĦ Ø·", + "اÙĦØ· ائÙģ", + "Ġкол л", + "Ġколл екÑĤив", + "ез жа", + "Ġس بØŃ", + "ĠسبØŃ Ø§ÙĨ", + "ĠسبØŃاÙĨ Ùĩ", + "sch lä", + "schlä ge", + "Ġд и", + "Ġди аг", + "Ġдиаг ноÑģÑĤ", + "ĠоÑĤмеÑĤ иÑĤÑĮ", + "Т Ь", + "ĠاÙĦ در", + "ĠاÙĦدر اسÙĬ", + "עצ ×ŀ", + "עצ×ŀ ×IJ×ķת", + "Ġdém arch", + "Ġdémarch e", + "Ġ×ĺ ×ķ×¢", + "Ġ×ĺ×ķ×¢ ף", + "Ġfuncion ários", + "á» µ", + "׾ ׼×IJ", + "׾׼×IJ ×ķר×Ķ", + "à¸ĭ à¹Ī", + "à¸ĭà¹Ī à¸Ńม", + "ĠÑĩ Ñĥв", + "ĠÑĩÑĥв ÑģÑĤво", + "âĸ ¼", + "п ÑĥÑī", + "пÑĥÑī ен", + "Ġм еÑĢ", + "ĠмеÑĢ оп", + "ĠмеÑĢоп ÑĢи", + "ĠмеÑĢопÑĢи ÑıÑĤиÑı", + "Ġu çu", + "Ġuçu ÅŁ", + "ãĤĴåĪ©çĶ¨ ãģĻãĤĭ", + "a ÄŁ", + "aÄŁ lı", + "ìĺĪ ìĪł", + "à¹ģ ยà¹Ī", + "ĠاÙĦÙĥ Ùħ", + "ĠاÙĦÙĥÙħ بÙĬ", + "ĠاÙĦÙĥÙħبÙĬ ÙĪتر", + "ت ÙĪÙĬ", + "تÙĪÙĬ تر", + "à¹Ģà¸Ĭ ีà¹Īยว", + "à¹Ģà¸Ĭีà¹Īยว à¸Ĭา", + "à¹Ģà¸Ĭีà¹Īยวà¸Ĭา à¸į", + "á» Ķ", + "Ġhi ếm", + "ذا Ùĥرة", + "Ġ×Ķ×ŀ×Ļ ×ķ×Ĺ×ĵ", + "ĠìĪ ľ", + "ĠìĪľ ê°Ħ", + "ĠK ı", + "ĠKı sa", + "Ġgele ceÄŁi", + "пÑĢо ÑĦеÑģÑģиона", + "пÑĢоÑĦеÑģÑģиона л", + "Ġog ó", + "Ġogó le", + "ĠgÅĤ ów", + "ĠgÅĤów ne", + "ĠÑģÑĤ илÑĮ", + "×IJ פ׾", + "×IJפ׾ ×Ļק", + "×IJפ׾×Ļק צ×Ļ×Ķ", + "สม ารà¹Į", + "สมารà¹Į à¸Ĺ", + "สมารà¹Įà¸Ĺ à¹Ĥà¸Ł", + "สมารà¹Įà¸Ĺà¹Ĥà¸Ł à¸Ļ", + "Ġth ánh", + "ÐŁ од", + "ÐŁÐ¾Ð´ ÑĢоб", + "ÐŁÐ¾Ð´ÑĢоб нее", + "ĠاÙĦت ÙĪÙĨ", + "ĠاÙĦتÙĪÙĨ سÙĬ", + "Ġbah çe", + "à¹ģà¸ģà¹ī à¸Ľà¸±à¸įหา", + "é ducation", + "eu rop", + "europ ä", + "europä ische", + "ĠK si", + "ĠKsi ÄĻ", + "ĠëĦ ĺ", + "ĠëĦĺ ìĸ´", + "Ġv üc", + "Ġvüc ud", + "Ġyay g", + "Ġyayg ın", + "Ġnie kt", + "Ġniekt óry", + "Ġniektóry ch", + "ãģŃ ãģĩ", + "Ġк аж", + "Ġкаж еÑĤÑģÑı", + "к аж", + "каж еÑĤ", + "ĠاÙĦ دÙĬÙħÙĤرا", + "ĠاÙĦدÙĬÙħÙĤرا Ø·", + "ĠاÙĦدÙĬÙħÙĤراط ÙĬØ©", + "æŃ ©", + "æŃ© ãģĦãģ¦", + "Ġv az", + "Ġvaz ge", + "Ġvazge ç", + "Ġмин ималÑĮ", + "ĠминималÑĮ н", + "ãĥij ãĤ¿", + "ãĥijãĤ¿ ãĥ¼ãĥ³", + "Ġë Ĭ", + "ĠëĬ IJ", + "ĠëĬIJ ëĤĮ", + "ãģ¡ ãĤĩãģĨ", + "ãģ¡ãĤĩãģĨ ãģ©", + "Ġ à¸ģร", + "Ġà¸ģร à¸ģà¸İ", + "Ġà¸ģรà¸ģà¸İ าà¸Ħม", + "تج دÙĬد", + "ĠØ´ اÙħÙĦ", + "หลัà¸ģ à¸IJาà¸Ļ", + "ĠмаÑĢ ÑĪ", + "ĠмаÑĢÑĪ ÑĢÑĥÑĤ", + "Ġv ÃŃt", + "ĠvÃŃt ima", + "Ġquiz á", + "ay gı", + "×ĵ×ijר ×Ļ×ķ", + "Ġиз д", + "Ġизд ели", + "Ġиздели Ñı", + "п ла", + "пла Ñĩ", + "плаÑĩ ива", + "ä»» ãģĽ", + "Ġéquip é", + "ä¹ħ ãģĹãģ", + "ä¹ħãģĹãģ ¶", + "ä¹ħãģĹãģ¶ ãĤĬ", + "Ġк аÑĤ", + "ĠкаÑĤ ал", + "ĠкаÑĤал ог", + "ส à¹īม", + "ĠÑĢ ей", + "ĠÑĢей ÑĤ", + "ĠÑĢейÑĤ инг", + "Ġth uyá»ģn", + "ĠاÙĦÙħ ÙĤدس", + "esp ère", + "ãģ«åħ¥ ãģ£ãģŁ", + "หมาย à¹Ģลà¸Ĥ", + "ת×Ĺ×ķש ת", + "à¸Ļ à¹Īะ", + "Ġpe ÅĤ", + "ĠpeÅĤ ne", + "Ġpé rd", + "Ġpérd ida", + "หม วà¸Ķ", + "หมวà¸Ķ หมูà¹Ī", + "иÑĩеÑģк ÑĥÑİ", + "çµĤ ãĤı", + "çµĤãĤı ãģ£ãģŁ", + "Ġ×Ĵ ×ķ×Ĵ׾", + "à¸Ĺำ à¸Ħวาม", + "à¸Ĺำà¸Ħวาม สะà¸Ńาà¸Ķ", + "Hot éis", + "Ġз аÑĢ", + "ĠзаÑĢ егиÑģÑĤ", + "ĠзаÑĢегиÑģÑĤ ÑĢи", + "ĠзаÑĢегиÑģÑĤÑĢи ÑĢова", + "ĠÑģ обÑĭÑĤи", + "ĠÑģобÑĭÑĤи Ñı", + "Ġ×ĸ ׼×IJ", + "ÙħÙĨظ ÙĪÙħØ©", + "Ġ×Ķ×ŀ צ", + "Ġ×Ķ×ŀצ ×Ļ×IJ×ķת", + "Ùħ ÙĥÙĪÙĨ", + "ÙħÙĥÙĪÙĨ ات", + "ä¸ĬãģĮ ãĤĭ", + "Ġm ÄĻ", + "ĠmÄĻ sk", + "หรืà¸Ń à¹Ģà¸Ľà¸¥à¹Īา", + "ëĤ ®", + "Ġnok tas", + "Ġnoktas ı", + "ĠболÑĮÑĪ им", + "ĠлÑĥÑĩ ÑĪиÑħ", + "Ø´Ùĩ ÙĬد", + "à¸Ńำ à¸Ļ", + "à¸Ńำà¸Ļ วย", + "à¸Ńำà¸Ļวย à¸Ħวาม", + "à¸Ńำà¸Ļวยà¸Ħวาม สะà¸Ķวà¸ģ", + "Ġе в", + "Ġев ÑĢ", + "ĠевÑĢ оп", + "ĠевÑĢоп ей", + "à¸ī าย", + "ìĦ Ń", + "Ùħ Ùģا", + "ÙħÙģا ÙĪض", + "ÙħÙģاÙĪض ات", + "ë¹ Į", + "赤 ãģ¡ãĤĥãĤĵ", + "ĠÑĥдал оÑģÑĮ", + "ĠÐ¥ оÑĤ", + "ĠХоÑĤ Ñı", + "przedsiÄĻbior c", + "ĠH ôm", + "íķĺìĺĢ ìĬµëĭĪëĭ¤", + "Ġн аг", + "Ġнаг ÑĢÑĥз", + "ĠнагÑĢÑĥз к", + "Ġ×ij×Ļ׳ ׾×IJ×ķ×ŀ×Ļ", + "Ġê°ĢëĬ¥ íķľ", + "ĠH ữu", + "à¸Ń ุà¸Ķ", + "à¸Ńุà¸Ķ ม", + "ת ×ķפ", + "ת×ķפ ×¢×Ķ", + "Ġmi ÅĤo", + "ĠmiÅĤo ÅĽci", + "ksi Äħż", + "ksiÄħż ka", + "ĠاÙĦÙĦ عبة", + "à¸ī าà¸ģ", + "สะ สม", + "×ŀ תר", + "×ŀתר ×Ĺש", + "Ġlég ère", + "Ġ׾צ פ", + "Ġ׾צפ ×Ļ×Ķ", + "ĠиÑģÑĤоÑĢ иÑı", + "Ġ ãĥĪãĥ©", + "ĠãĥĪãĥ© ãĥĥãĤ¯", + "ĠãĥĪãĥ©ãĥĥãĤ¯ ãĥIJãĥĥãĤ¯", + "Ġк а", + "Ġка ÑĦе", + "×ŀס×ŀ ×ļ", + "Ġc üm", + "Ġcüm le", + "à¹Ģà¸Ħลืà¹Īà¸Ńà¸Ļ à¹Ħหว", + "ãģĬ ãģĿ", + "ãģĬãģĿ ãĤīãģı", + "ìŀIJ ëıĻ", + "ìŀIJëıĻ ì°¨", + "à¸Ńั à¸ķ", + "à¸Ńัà¸ķ à¹Ĥà¸Ļ", + "à¸Ńัà¸ķà¹Ĥà¸Ļ มั", + "à¸Ńัà¸ķà¹Ĥà¸Ļมั à¸ķิ", + "ĠÅŁ ik", + "ĠÅŁik ay", + "ĠÅŁikay et", + "extr ême", + "kr ä", + "krä fte", + "ëĤ Ļ", + "íķ ij", + "ì² Ļ", + "íĺ Ī", + "ì° į", + "âĻ ¡", + "ìŀ Ķ", + "ë¢ °", + "íĿ Ķ", + "íĿ IJ", + "âĩ Ĵ", + "ë§ Ľ", + "ìĬ Ī", + "á» Ĵ", + "ìĺ µ", + "âĹ İ", + "í Ĥ¨", + "ê¿ Ī", + "ìĪ ¨", + "ìĽ ¨", + "ë§ ¥", + "ï½ Ģ", + "ï¼ ª", + "Ạ¨", + "ãħ İ", + "Ñ Ĺ", + "ìĦ ¬", + "ì¹ ¼", + "ï¼ ¶", + "ìĽ ł", + "ëŁ ´", + "Å ĥ", + "ëĤ ¼", + "ëĭ IJ", + "âĢ ¹", + "ë¦ Ń", + "ì§ IJ", + "âĢ ¤", + "à ħ", + "ëľ ¨", + "íĦ ¸", + "íľ ĺ", + "ê² ģ", + "ë´ ħ", + "à ĺ", + "ëŃ Ķ", + "ëĺ ij", + "âĹ ĩ", + "ìĹ ĺ", + "ï» ´", + "ë§ ¹", + "ï¾ Ŀ", + "ìĬ ·", + "íĥ ķ", + "ï¼ ł", + "ì» ´", + "ëł Į", + "ì½ ľ", + "ï» ¹", + "ãħ ł", + "ì¡ ¸", + "ëħ ¹", + "âĤ º", + "âĸ ¶", + "íĥ IJ", + "êµ ´", + "íij ¸", + "Ñ Ķ", + "íĶ ½", + "Ð ħ", + "ë° ¤", + "Ô ģ", + "ì² ¨", + "ì¶ ĺ", + "ë² Ĺ", + "ë© ¸", + "ï¼ »", + "ï¼ ½", + "ï¼ ·", + "ì° Į", + "à Ĵ", + "íı ´", + "ìĵ ¸", + "ì´ Į", + "ëģ Ķ", + "ëĶ ©", + "ëĩ Į", + "ë© Ģ", + "ë² ¨", + "ï¼ µ", + "ë§ ¡", + "ëĭ «", + "ภ¿", + "ãģ ±", + "ìĩ ¼", + "ìº ł", + "ë® ¤", + "ê± ±", + "ì» ¬", + "âĦ ĥ", + "ëĶ ±", + "ëĥ Ī", + "ìĭ ±", + "íĻ Ī", + "ëŀ IJ", + "ìħ Ģ", + "ìł ł", + "Ð Ĩ", + "ëł ī", + "ï½ ħ", + "ï½ ı", + "íĻ Ģ", + "ëĽ °", + "á» ®", + "í Ĥ¹", + "ê½ ĥ", + "ï» ¤", + "ïº Ķ", + "êº ¼", + "ìķ ī", + "âĻ ¦", + "ï½ ģ", + "ìĵ ´", + "ãĢ ī", + "ì° ®", + "ì¤ ĺ", + "á» ª", + "ëģ Ħ", + "ëIJ ¨", + "ìķ Į", + "íĿ ĺ", + "íħ IJ", + "ãĢ Ī", + "ê² ª", + "ëĭ ¥", + "ê² ¼", + "á» Į", + "ë§ ¨", + "ëģ Ĭ", + "ë² ¤", + "ëij Ķ", + "íĿ ¡", + "á» ¬", + "ë¬ ĺ", + "ãģ ī", + "ëŀ «", + "íĶ Ī", + "í ħį", + "ìŀ ĥ", + "ï½ ī", + "ìģ ľ", + "âĸ ½", + "ë¬ »", + "âĸ ³", + "ï¼ ¸", + "ìģ ĺ", + "ì¶ °", + "ìĬ ´", + "ìķ ±", + "ìĩ Ħ", + "Ạ®", + "ï´ ¿", + "ï´ ¾", + "âĤ ½", + "ëĦ ĵ", + "ë£ ©", + "ì³ ¤", + "ê´ ľ", + "à Ļ", + "á» ľ", + "ï¿ £", + "ëĵ Ń", + "ë© ĺ", + "ê» ´", + "ëł ´", + "Ð ĥ", + "ë¬ µ", + "ì§ Ŀ", + "ãģ º", + "ðŁĺ Ĥ", + "ëŀ ¬", + "ìł Ĭ", + "ê´ Ħ", + "ìŀ Ĭ", + "íŀ Į", + "ìĦ ¯", + "âĪ Ģ", + "âĸ ¡", + "ëĢ Į", + "ëŀ Ļ", + "ï½ ĥ", + "Ạ¶", + "ï¾ Ħ", + "ïº ĺ", + "ë¹ ¼", + "à Į", + "âĸ ·", + "ê¸ į", + "ë© ĭ", + "ãģ ĥ", + "ìĺ Ĩ", + "ìĺ ®", + "ëª ¬", + "ë¡ ¤", + "ëł ¬", + "ëĬ ¦", + "âĸ ª", + "ì¼ ĵ", + "ìľ Ī", + "ì§ §", + "ï½ ½", + "ëĥ ī", + "ï¾ Į", + "ëĺ IJ", + "ï¼ ĥ", + "á» Ħ", + "ì´ ¬", + "ì¶ ¤", + "ï¼ ¹", + "ï» Ń", + "âĤ «", + "ï½ ĩ", + "ìĺ ·", + "ëĸ ¨", + "âī «", + "ë¦ ¿", + "âľ ¨", + "Ù ±", + "ì¯ ¤", + "ê¹ Ķ", + "ðŁĺ Ĭ", + "ìĪ «", + "ê³ ±", + "êµ ³", + "ï½ ĭ", + "ภĮ", + "Ä ł", + "ëĶ ¸", + "ë° ij", + "ìħ ĭ", + "íİ ´", + "âľ ħ", + "íĥ ij", + "ëĪ ĩ", + "íı ¼", + "ðŁĺ į", + "ìĺ Ľ", + "ï» £", + "Ñ ĺ", + "ì© Į", + "ë¦ ħ", + "ìĿ į", + "ï½ ¸", + "ëį ľ", + "ãģ ħ", + "íİ ¼", + "ëĭ Ŀ", + "ë¿ Į", + "ì¼ °", + "ìĭ «", + "ë° ¥", + "íĽ Į", + "ì¨ Į", + "ë¹ Ļ", + "ï½ İ", + "ë´ Ħ", + "ìĦ ¹", + "ï½ ²", + "ìĮ ĵ", + "Ò ij", + "ë° į", + "ëł Ģ", + "íĨ ¤", + "ï½ ¯", + "ë¤ Ħ", + "ê½ ¤", + "ï½ Ĵ", + "ìķ ¨", + "ï½ ¼", + "ê¹ IJ", + "íģ IJ", + "âĦ ĸ", + "ë§ º", + "ïº ®", + "ëħ ģ", + "ê² ¸", + "ï» ł", + "íĬ ľ", + "Å ¹", + "ë¥ Ń", + "ëĪ ī", + "ï½ Ķ", + "íĮ ¬", + "ìŀ ĩ", + "ï ¬ģ", + "ï» ¨", + "ëij ¥", + "ëŀ Ħ", + "Ù ¬", + "íĭ ´", + "ìŀ ī", + "Ú ¾", + "ìĽ ħ", + "ï» ®", + "ëĭ ī", + "âī ª", + "âĹ Ħ", + "ëĪ Į", + "íĽ ¼", + "ì¤ į", + "Å ¸", + "ì¤ ¬", + "ì¾ Į", + "ï½ ĵ", + "ï¾ Ĭ", + "ðŁı »", + "ï¾ ī", + "Ð ģ", + "íĺ IJ", + "ï¾ Ļ", + "ê¼ ¬", + "íŀ IJ", + "âĢ ¥", + "ëŁ Ń", + "ë§ ŀ", + "ìĥ ¤", + "ïº Ĵ", + "íĭ ±", + "ë½ ij", + "à ķ", + "âĪ ļ", + "ëĤ Ħ", + "ê¹ Ŀ", + "ëĨ Ī", + "Ạº", + "ìħ Ī", + "ìĮ į", + "âĢ ¡", + "ï¼ ±", + "ìģ ¨", + "âĺ º", + "ëĴ ·", + "ìĺ ³", + "ðŁij į", + "ëª ½", + "ëĤ Ń", + "ïº Ń", + "ë© Ī", + "á» Ī", + "íķ Ģ", + "ëĭ Ļ", + "ë¦ ĩ", + "ìķ ¤", + "ìį ¼", + "ãĥ µ", + "Ñ £", + "ìľ Ĺ", + "â ŃIJ", + "ï¾ ĺ", + "íĹ ¬", + "ê¾ ¼", + "ìķ Ĺ", + "ï» Į", + "ê± ·", + "ëħ ķ", + "ë¡ ±", + "ìķ Ĭ", + "ï¾ Ģ", + "ìĩ ł", + "íĮ ©", + "ïº ª", + "ë§ Ļ", + "ï¼ ¿", + "ê¿ Ķ", + "íİ ľ", + "ë£ ¸", + "íĶ Ķ", + "ï» ³", + "ëı ķ", + "ìĭ ¼", + "á» İ", + "ë§ ĺ", + "ì¢ ĭ", + "íĨ ¡", + "ï½ ±", + "íĿ ij", + "á» ¸", + "ì¦ Į", + "ì¹ ¸", + "ëŃ ĺ", + "ï¾ Ĺ", + "ï» ĭ", + "íĬ Ģ", + "ë¥ Ļ", + "ì½ ©", + "ëģ Ĺ", + "ëį ´", + "ìħ ľ", + " ¸", + "ë» IJ", + "ìĥ µ", + "ê² IJ", + "ëĵ ¬", + "ë£ °", + "ãħ ĭ", + "ìĹ ī", + "á» ĸ", + "ëĦ Į", + "ï½ ¶", + "ë´ ĩ", + "ëĤ ³", + "ãĤ ľ", + "ëĸ »", + "íİ Ģ", + "ëį ©", + "íķ ¸", + "à ·", + "ê¼ ¼", + "ëĶ ľ", + "ë° ´", + "ë© į", + "âĹ ¯", + "ìĹ ij", + "ìĻ ¼", + "ïº ij", + "ë¶ ķ", + "ë¡ ¬", + "ï½ Į", + "íĨ ¨", + "ïº ´", + "ëł ĺ", + "ê° ¤", + "ìĪ ²", + "Ñ ĵ", + "ìħ ī", + "ï» ĵ", + "ëĪ Ķ", + "ëį §", + "âĢ ¼", + "ï» ²", + "ê° ±", + "ê¿ Ģ", + "ëĭ ·", + "Ạ¸", + "Ạª", + "Æ Ĵ", + "ëį ¤", + "ìĪ Ń", + "ï½ Ĥ", + "ï½ Ī", + "Å ł", + "ë£ ¬", + "Ñ µ", + "ëĸ ¡", + "ëĥ Ħ", + "ìĦ °", + "ëĵ Ī", + "ï¾ ĥ", + "ëĩ ¨", + "ï½ IJ", + "êµ ½", + "ìĹ ½", + "ëĤ Ģ", + "ë¬ ¶", + "ï½ ·", + "ìı Ł", + "íĺ Ķ", + "ê¼ Ī", + "ëģ Ī", + "ì¥ IJ", + "ïº Ĺ", + "Ä Į", + "ëĪ ł", + "ëĸ ¼", + "íĢ ´", + "âī ¥", + "ëĭ Ń", + "ì± Ļ", + "ê» ı", + "ë© ¤", + "ìĥ ĺ", + "ëį ®", + "ë£ ¡", + "ìĤ ½", + "ãĪ ľ", + "Ä ¨", + "âĢ §", + "ï½ º", + "Ä £", + "ì¦ ī", + "ï¼ ¼", + "Û ©", + "âĪ Ļ", + "ë° ı", + "ë¹ ħ", + "ðŁĺ Ľ", + "íĪ ´", + "ðŁĴ ķ", + "ãĢ Ĵ", + "ìŀ ĺ", + "ïº ¤", + "ï½ ĸ", + "ë© ľ", + "ë² ¼", + "ëĿ Ħ", + "ëļ ľ", + "ï» ĺ", + "ìĥ Į", + "ï½ Ħ", + "ì© Ķ", + "ï½ Ļ", + "ïº ©", + "Û ŀ", + "âĺ İ", + "ìł ¤", + "ëIJ ©", + "Å Ŀ", + "âŀ ¡", + "ï» §", + "Ð ı", + "ì« ĵ", + "ê³ ½", + "É ij", + "ãĥ ²", + "ëĤ «", + "ë¦ ī", + "ì¢ ģ", + "ë° Ń", + "ðŁĺ ģ", + "ë¹ µ", + "ì² ©", + "ì» µ", + "ðŁĺ ĺ", + "ë± ħ", + "âī Ī", + "ë¹ ļ", + "ï» ľ", + "ðŁĻ ı", + "íģ °", + "ìĦ ŀ", + "ï¾ ļ", + "ìĺ ¹", + "ë¼ Ī", + "ëĤ ¯", + "ëŀ ©", + "íļ ¡", + "ï½ ķ", + "íĥ ĵ", + "ëĿ ł", + "ê³ ģ", + "ëĵ Ģ", + "ìĹ ł", + "ï¼ º", + "ë§ ij", + "ëĭ ¿", + "ì¿ ¨", + "ãİ ¡", + "Ð Ĭ", + "íĦ ±", + "Å ¨", + "ïº ³", + "ï¾ ı", + "âĭ ħ", + "ê¼ ´", + "âī ¤", + "íĮ ģ", + "Î ©", + "ê¶ ¤", + "ìĪ į", + "âľ ¿", + "ì½ ¤", + "ëĪ ħ", + "íĨ ±", + "ãħ ľ", + "áIJ ħ", + "Å Ĵ", + "ðŁij ī", + "ï» ¦", + "Ð ª", + "ë¥ ľ", + "íķ «", + "ï¾ ĭ", + "âĻ «", + "ê¹ ľ", + "ë° ¸", + "ëĶ ĺ", + "íĿ ī", + "ï¾ ģ", + "ï¾ Ľ", + "ëł Ľ", + "ê² ¹", + "ì¿ ¼", + "ï» ¬", + "âŀ ¤", + "ðŁĻ ģ", + "ïº ł", + "ëĨ ¨", + "ë¯ ¹", + "ê¸ ĭ", + "ë» Ķ", + "ê¹ ĥ", + "ëij ij", + "íĭ ¸", + "íİ Ļ", + "âŀ ĸ", + "ãĥ ½", + "ì§ ļ", + "ï½ ¬", + "ï» ¥", + "íĮ ½", + "âĢ Ĵ", + "ì ĮĢ", + "ìŃ ī", + "ëļ ±", + "ãĤ ŀ", + "íĭ Ī", + "ãĤ IJ", + "ëī ĺ", + "Î £", + "ê³ °", + "ë¹ Ĺ", + "ï¾ İ", + "ðŁĺ Ń", + "íĿ ł", + "ìĹ ¿", + "ê° ļ", + "ì¤ Į", + "ë§ µ", + "ï½ ³", + "ãģ ¢", + "ï» Ĺ", + "âī ¦", + "Ú ¤", + "ë łģ", + "ê¼ ½", + "ï» «", + "âī §", + "ì´ Ľ", + "ìł Ŀ", + "Ạ°", + "âĻ £", + "ìº ĺ", + "âĪ ĩ", + "ê² ī", + "ë° Ł", + "ï» Ķ", + "íĸ ĩ", + "âĸ Ĵ", + "ðŁij ı", + "à ŀ", + "ðŁĺ Ĩ", + "ïº ¼", + "âĿ Ĺ", + "ìº Ķ", + "ì¹ ©", + "ëĸ ¤", + "ëĥ ħ", + "âĶ ľ", + "ï½ »", + "Î Ķ", + "áĥ ¦", + "ìŀ İ", + "âĺ Ģ", + "âĪ ¼", + "ðŁĶ ¥", + "ë° Į", + "ìł ĸ", + "íĹ Ľ", + "Î ķ", + "ïº ĥ", + "ë¶ ī", + "âĪ ŀ", + "íĥ Ń", + "à ĭ", + "âģ Ħ", + "ãħ ĩ", + "ëĦ ¥", + "ëĭ ®", + "ëł ·", + "íĮ Ŀ", + "ìº ¡", + "ë· Ķ", + "ì© į", + "íĤ ´", + "ëļ «", + "âĵ Ĵ", + "íķ į", + "âĻ Ĥ", + "ï¾ Ĩ", + "âĨ ©", + "ìį ©", + "ïº ķ", + "íĿ Ļ", + "Ñ ľ", + "íĤ ·", + "íĿ °", + "íĥ ±", + "ëķ IJ", + "ï¾ Ĵ", + "× ĥ", + "ëĮ Ħ", + "ìĺ ´", + "ìķ µ", + "ê¹ ¥", + "ëŀ Ń", + "ìª ¼", + "ãİ Ŀ", + "ðŁĺ ħ", + "ëı ĭ", + "ëª «", + "ïº ¸", + "ë® ¬", + "ë² ħ", + "ëij ł", + "ìħ °", + "ì» ·", + "ëĶ ª", + "ëħ Ķ", + "ãħ ¡", + "ìĶ »", + "íķ ı", + "ëį ±", + "ïº ¨", + "ï¾ į", + "ï½ µ", + "ì¢ Ģ", + "íİ Į", + "ï» °", + "ïº £", + "Æ £", + "ðŁ¤ £", + "ï· º", + "ëĤ ļ", + "âĭ Ĩ", + "ë³ į", + "ðŁĺ Ħ", + "ìĸ Ģ", + "ìĻ ł", + "ëĨ Ķ", + "íĹ ¨", + "ï» Ľ", + "ï» Ŀ", + "á» ¶", + "ìĸ ĺ", + "ìİ Ħ", + "Ú Ĩ", + "ï» ŀ", + "ëĢ IJ", + "ê² Ķ", + "ï» µ", + "âĹ ¦", + "íļ Ł", + "ê¹ ģ", + "ê° ĵ", + "ëĶ ´", + "ìı ĺ", + "ëļ Ŀ", + "á» ł", + "ëŀ ´", + "ëĦ ī", + "âĺ ŀ", + "ï½ ĺ", + "Å ½", + "ë¦ İ", + "âĸ ¬", + "ëŃ ī", + "âĩ Ľ", + "ìį ¬", + "ïº Ł", + "Ë ľ", + "ë¶ ĵ", + "ìĽ °", + "Å ľ", + "ëŃ ĩ", + "á» ²", + "Ë ļ", + "ëķ Ģ", + "âĺ ij", + "ðŁı ¼", + "ìĸ ½", + "âĮ Ĵ", + "Ð İ", + "É ¾", + "íĮ ¡", + "ï¾ ħ", + "ìŀ Ń", + "ï½ ¨", + "ì¹ «", + "ìľ Į", + "Ò Ľ", + "êµ ¿", + "ëĭ ¦", + "âĶ Ķ", + "ï¾ ij", + "ì§ ĸ", + "ìº Ħ", + "ãĢ ĥ", + "Ê ¼", + "ê² Ł", + "ï½ §", + "Ä ¢", + "íİ ł", + "ë§ ·", + "ê° ĩ", + "ìĭ ¹", + "ðŁĴ ¦", + "ï¾ ľ", + "ëĬ Ļ", + "ë² ¡", + "Å ¿", + "ðŁĺ ĭ", + "ðŁĴ ª", + "ì¿ Ħ", + "ë© ķ", + "ìŃ ¤", + "ëĬ Ħ", + "ðŁĮ ¸", + "ãĤ Ŀ", + "Ç İ", + "ï½ ļ", + "Ä Ĺ", + "ëģ ĵ", + "ê¶ IJ", + "áµ ī", + "ãĥ Ĥ", + "ê» į", + "ðŁĺ ¦", + "ãĢ Ŀ", + "ðŁ¤ Ĺ", + "Ñ Ł", + "ìĹ İ", + "âľ Į", + "ìī IJ", + "à Ĩ", + "íĹ IJ", + "ðŁİ ī", + "Î ij", + "ï½ Ń", + "ðŁĴ Ļ", + "ìĽ ¬", + "íĢ ĺ", + "ï» ¢", + "ðŁĺ İ", + "íij ¼", + "íĿ ©", + "ï» Ħ", + "íħ Ģ", + "ëł IJ", + "ì¥ ¬", + "Ð ĭ", + "ìĥ ·", + "ëľ ¬", + "ðŁĺ ĥ", + "ëĦ ¬", + "ë¥ ¨", + "ìĽ į", + "ï½ Ĩ", + "ï½ ´", + "ãĥ ħ", + "à ı", + "ï» ª", + "âĻ ł", + "ëĬ ¬", + "ë± Ģ", + "ë° ĭ", + "ìĥ Ģ", + "ï½ ¾", + "ëĤ ±", + "ì» ¸", + "ðŁĴ ĸ", + "ðŁij Į", + "Ñ ŀ", + "ì§ ±", + "Ë Ĩ", + "ðŁĵ ļ", + "âŃ ķ", + "ï¬ Ĥ", + "ï» ¡", + "ëij ¬", + "íĪ ¼", + "âĸ ¸", + "ê° ¯", + "ê¹ ħ", + "ï½ ®", + "ëĺ ¥", + "Ä ¡", + "íĮ Ł", + "Ð Į", + "ìĨ Ł", + "ïº ĵ", + "ï» ¼", + "à Ľ", + "ãĥ ¾", + "ëĮ ĵ", + "íĴ ĭ", + "ìķ ĵ", + "ï½ ¹", + "ëĤ ¡", + "ðŁij ĩ", + "Ạ¼", + "ãĢ Ł", + "ðŁĮ Ł", + "íĥ ł", + "ãĢ Ĩ", + "âĢ Ł", + "ë¸ IJ", + "ðŁĮ ¹", + "ìł ¼", + "ðŁĵ Į", + "ìĶ ¬", + "âĹ Ģ", + "ðŁĴ ĵ", + "ê¹ İ", + "ìĤ IJ", + "ìĶ Į", + "Ñ Ľ", + "âĶ Ī", + "ë² ³", + "ãİ ŀ", + "Õ ¡", + "íĤ µ", + "ðŁ¤ Ķ", + "ëĢ Ķ", + "ìĬ IJ", + "íĻ ī", + "âľ ¦", + "ëľ ¯", + "ìł ¯", + "ëĶ §", + "Î ¦", + "Ë Ī", + "ìī ¼", + "âĹ Ĭ", + "ëľ ©", + "ëľ °", + "ï¾ IJ", + "ë¿ Ķ", + "ìĹ ®", + "ì· Į", + "ïº §", + "Î Ĵ", + "ëµ Ļ", + "ï» Ĭ", + "ì° Ķ", + "íİ Ħ", + "ðŁĴ Ĺ", + "Ạ´", + "ì° ¢", + "íľ ¼", + "ê½ Ĥ", + "ì± Ķ", + "ìī ´", + "âĸ ¾", + "íĪ °", + "ëĭ Ľ", + "âĿ £", + "ï½ ª", + "ðŁĴ ľ", + "Ë ĺ", + "ãħ ¤", + "âĨ Ĺ", + "íĸ Ħ", + "âĻ ¬", + "ìķ °", + "ïº ľ", + "âī ¡", + "ãĢ ĵ", + "ìij ¥", + "íĮ į", + "íī ģ", + "ë» Ĺ", + "íľ ł", + "íľ ©", + "âľ Ī", + "íĢ Ħ", + "ìĸ ĩ", + "ì¢ ĩ", + "íŀ Ļ", + "ëª ¹", + "ãĤ Ľ", + "ðŁĺ ±", + "ëį Ł", + "๠ħ", + "êµ ¶", + "Ù «", + "ìĶ ģ", + "âľ ª", + "ï¾ Ī", + "ðŁĻ Į", + "âļ ¡", + "Î ļ", + "ì¼ Ī", + "ï¾ Ķ", + "ï¾ Ĥ", + "êµ ī", + "ïº »", + "ðŁĴ ĭ", + "á¹ £", + "Ó Ļ", + "ìĨ ľ", + "ìĹ £", + "âľ ©", + "ìľ Ļ", + "ïº °", + "Ạ²", + "ìŀ £", + "âĿ Į", + "âĺ ģ", + "ìķ İ", + "Ä ½", + "Û ģ", + "ãĦ ±", + "ëŁ ¿", + "íĮ ¸", + "ê½ ī", + "ìı ł", + "ðŁį Ģ", + "âĨ Ķ", + "ëŃ ¡", + "ï» ģ", + "ï¼ Ħ", + "ðŁĴ ¥", + "âĺ Ľ", + "íĹ ·", + "ëij ¡", + "Î ł", + "Î ¤", + "âĦ ĵ", + "ïº ·", + "Î Ļ", + "ëı Ķ", + "ì§ ¤", + "âĶ ĥ", + "ãĦ ·", + "Ç Ĵ", + "ðŁ¥ °", + "ëĶ ķ", + "ìļ ¥", + "ì¸ Ħ", + "íĽ Ķ", + "ïº ĩ", + "ïº ¬", + "ðŁĺ ¢", + "ë¹ ¡", + "ìĶ ¹", + "Å ³", + "Ë Ŀ", + "íİ ij", + "ï¾ ĵ", + "ðŁĴ ļ", + "ëĬ ij", + "êº ¾", + "íĨ °", + "à ¿", + "Ð Ħ", + "ëĮ IJ", + "ë½ Ģ", + "ì· Ħ", + "ðŁ ĵį", + "ðŁĻ Ī", + "âĹ Ī", + "ê¿ ĩ", + "ì¼ Ħ", + "íİ «", + "ðŁĩ ·", + "âĶ ĭ", + "âļ ł", + "ë± ī", + "ì į°", + "ìĻ Ī", + "É ª", + "ïº ĭ", + "ðŁĺ ľ", + "Î Ł", + "ðŁ ĻĤ", + "âļ ½", + "Å Ī", + "ë¹ Ķ", + "íĮ ľ", + "๠ı", + "ìĸ ¹", + "íĪ Ń", + "ðŁ¥ ĩ", + "ãĦ ´", + "ëĶ ¥", + "ìŃ Ī", + "âĪ Ĩ", + "ëĸ ³", + "ë± ĥ", + "ìŀ ¦", + "ï» IJ", + "Î ľ", + "âľ §", + "Ï į", + "ìł ĵ", + "âĹ ķ", + "ëĴ Ģ", + "ï» Ģ", + "ðŁĶ ´", + "ê½ ģ", + "ëĮ Ī", + "ëİ Į", + "ãĤ İ", + "⦠ģ", + "ì½ §", + "ï¯ ¾", + "âĿ ¯", + "ภħ", + "ðŁĻ Ħ", + "âĿ Ģ", + "ðŁĶ ¹", + "âĩ IJ", + "êµ µ", + "âĩ Ķ", + "ë¶ IJ", + "ðŁĴ Ľ", + "Î ¾", + "íĥ ¬", + "âĿ Ħ", + "Ò £", + "ãĢ °", + "âĪ ij", + "âĺ ¼", + "âī ł", + "Ò ¯", + "ïº ¯", + "ê¿ ¨", + "âľ ĸ", + "Ê ĸ", + "íĢ Ģ", + "ê¾ Ģ", + "íĹ Ŀ", + "âĶ £", + "ãİ ľ", + "ëĶ Ľ", + "ëľ ¸", + "ï º«", + "ê¿ °", + "ðŁĩ ¹", + "Ç IJ", + "Û Ĵ", + "ë£ »", + "ïº ĸ", + "Ñ ļ", + "ëĬ ł", + "Û ķ", + "ê¹ ¡", + "ë¿ ľ", + "ì² ¼", + "ï¨ ij", + "ë¥ µ", + "ìį ¸", + "íħ ħ", + "íij ¹", + "Ö Ģ", + "ï³ Į", + "ãħ £", + "ìij ¤", + "ì½ ķ", + "ëķ ł", + "ðŁĮ ¿", + "íĥ Ķ", + "ìĽ ģ", + "Î ¶", + "âŀ ľ", + "ìĬ ĺ", + "íĽ Ĺ", + "ë© §", + "ìī ĺ", + "Õ ¶", + "á¹ ĩ", + "ðŁİ ģ", + "ï½ ¿", + "ï¼ Ĥ", + "á¼ IJ", + "âľ ķ", + "âŀ ¢", + "ëĦ ¨", + "ì» «", + "ì¯ Ķ", + "ì° ľ", + "ðŁĴ °", + "íħ Ŀ", + "ãİ ı", + "ë³ ¶", + "Ò ĵ", + "âĨ ³", + "ìĥ ´", + "íģ ĺ", + "âĸ Ģ", + "ë² Ļ", + "ภĥ", + "á½ ¶", + "Ä ķ", + "⬠ĩ", + "ë¤ ĺ", + "ðŁİ µ", + "âľ ļ", + "ïº ı", + "Î ¡", + "âĹ ī", + "ðŁĴ «", + "Ð Ī", + "ìĸ Ħ", + "ì§ Ļ", + "ï» ĥ", + "ðĿij Ĵ", + "ëŃ Ħ", + "âĿ ¥", + "âĿ ĸ", + "âĺ Ŀ", + "Ê ¹", + "Ḡ¥", + "âĢ ¿", + "ãħ ħ", + "ê¸ ģ", + "ëķ ¡", + "ëį ¥", + "âĪ ©", + "ê» Ħ", + "ë® Į", + "Ò ±", + "âĪ Ĺ", + "ëł Ļ", + "ïº Į", + "Ë IJ", + "ðŁĺ ³", + "ðŁij ©", + "ðŁİ ¶", + "ì¿ µ", + "ðŁ¤ ©", + "ê· ¤", + "ëĮ Ķ", + "ïº IJ", + "Ï İ", + "ì¶ ¥", + "ï½ Ĭ", + "á¹ Ń", + "ë¤ ¼", + "âĸ «", + "ì§ ł", + "á¼ Ģ", + "ê» ij", + "ëĮ ģ", + "íĢ ¸", + "âĻ Ľ", + "ðŁĴ ŀ", + "âĸ °", + "ðĿij ĸ", + "ëĿ ¤", + "ठ¦", + "ì´ ĺ", + "ðŁĺ ĩ", + "ëĶ ¤", + "Î Ĺ", + "ðŁĻ ĩ", + "Ë Ľ", + "ì© ¡", + "âĪ §", + "Õ ¥", + "Ñ Ļ", + "ëIJ ¬", + "ëĸ Ħ", + "ðŁĮ ·", + "ìĹ Į", + "ðŁĺ ¥", + "ëĪ ´", + "ï» ļ", + "É Ľ", + "ïº Ħ", + "ï» ı", + "Å Į", + "ë² ļ", + "ìĭ £", + "ïº Ģ", + "Î ĵ", + "ðŁĺ Į", + "Ë Ļ", + "ëŀ ı", + "ðŁĶ ¸", + "ðŁĵ ·", + "ëģ ½", + "íģ ½", + "ðŁĴ ¡", + "ðŁĮ ±", + "ëº ı", + "ìģ ł", + "ìĥ IJ", + "ëı Ĺ", + "ì¸ °", + "ëĪ ķ", + "Î Ŀ", + "âģ ī", + "ðŁĮ ¼", + "íĮ ł", + "âĭ ¯", + "áĥ ĺ", + "âľ ¤", + "ê± Ķ", + "íĮ İ", + "ðŁĴ ¯", + "ìı Ļ", + "íĹ ī", + "Ù Ń", + "ì½ °", + "ïº ¿", + "ï» ±", + "ì± Į", + "âĺ ķ", + "ðŁİ Ģ", + "Ä Ŀ", + "ë° §", + "ìĤ ¿", + "áij ķ", + "ðŁį ĥ", + "âĩ ¨", + "Î Ľ", + "ë§ ´", + "ë³ ķ", + "á ijIJ", + "âĸ ĵ", + "ðĿ ijľ", + "âĻ »", + "íĤ ¥", + "Õ ¸", + "ãĪ ±", + "ëº Ģ", + "ì² ¸", + "ïº Ľ", + "ðŁı Ĩ", + "ðŁĩ ª", + "âĿ ĵ", + "Ä Ģ", + "ì½ ¥", + "ðŁĩ §", + "á½ ·", + "âľ Ĥ", + "ìŀ ¼", + "ï§ ¡", + "ðŁĵ ¸", + "âĻ ¯", + "É Ķ", + "á½ ¸", + "âĮ ª", + "ï» ĸ", + "ï¥ §", + "âļ «", + "âĶ Ĺ", + "ðŁĮ Ī", + "ï» ©", + "ðŁĵ ²", + "Ï Ī", + "ðŁĺ ¡", + "ðĿij İ", + "ìľ ½", + "ì§ ¬", + "ì§ Ĭ", + "á½ ³", + "ìĮ ¤", + "ëĤ į", + "âī Ĵ", + "ðŁij ¨", + "âĺ ĺ", + "Ó ©", + "âĤ ĵ", + "âĪ Ĥ", + "ï¹ ģ", + "ðŁĴ IJ", + "íħ ĥ", + "ðŁı ½", + "ê· Ħ", + "ðŁĺ ı", + "ðŁĮ º", + "ðŁĺ Ķ", + "ï½ «", + "âľ İ", + "ëµ Ī", + "ðŁĩ ¸", + "âĢ £", + "âŀ Ķ", + "ëĺ ĺ", + "ìĥ ¬", + "Ê ĥ", + "⬠ħ", + "ì© IJ", + "ðŁĻ Ĩ", + "ðŁİ Ħ", + "Ä ¾", + "⣠¶", + "áĥ IJ", + "âĺ »", + "ì± ķ", + "ìģ ©", + "ë½ ķ", + "ìº £", + "ðŁij Ī", + "ðŁĻ ĭ", + "ï¾ ĸ", + "Ò ļ", + "Õ «", + "ìĮ Ī", + "ë² §", + "ðŁĩ ®", + "ï½ Ŀ", + "ðŁį ģ", + "ìĹ ¥", + "Ä ³", + "ë½ IJ", + "íį ½", + "íĽ ij", + "âĤ ¹", + "ãħ ģ", + "ìĶ ½", + "ðŁĶ ģ", + "ठ¯", + "ê¾ ¹", + "ëī ľ", + "âĹ ¡", + "íķ Į", + "Î ĺ", + "ë£ ¹", + "ìĻ ĵ", + "ðŁĩ ¦", + "ðŁij Ģ", + "âĶ Į", + "á¿ ¦", + "ëĦ Ľ", + "ìĦ £", + "ìŃ Ļ", + "ï± ł", + "Î ŀ", + "Ê »", + "á¿ ¶", + "âĿ Ŀ", + "ê± Ģ", + "ëĸ ´", + "ãĦ ¹", + "ðŁĴ İ", + "Ï ¹", + "⼠ħ", + "ï» ķ", + "ãĥ ±", + "ï½ Ľ", + "ëĮ ķ", + "ë¹ ½", + "ì¥ Ķ", + "ì¿ ¤", + "ðŁĸ ¤", + "Ñ Ĵ", + "ê¹ į", + "ëİ Ģ", + "ìĭ ¯", + "ë» ¤", + "ðŁĵ ŀ", + "ðŁĵ £", + "ðŁĺ Ŀ", + "ìį ¹", + "ìĹ ¡", + "ì° IJ", + "á½ IJ", + "ï» Ī", + "âľ į", + "Ä ı", + "ðŁĮ ŀ", + "âĦ ¦", + "ê½ Ŀ", + "ë» ĺ", + "ìĪ ±", + "âĶ ĺ", + "ðŁĮ »", + "âĤ ´", + "âŀ ¨", + "íIJ ģ", + "ê ¶Ī", + "âĺ ¢", + "ðŁĺ Ī", + "ï½ ©", + "âĦ Ĺ", + "ê° Ń", + "ê° ¸", + "ë» ij", + "ì¥ ´", + "ì» ¥", + "ï¤ Ĭ", + "ï» Ĵ", + "ðŁĺ ķ", + "âĺ Ķ", + "ìĺ IJ", + "ðŁļ Ĺ", + "ëĹ Ħ", + "ë§ ı", + "Õ ½", + "âĸ »", + "⣠µ", + "ìī °", + "ï» ij", + "âĻ ©", + "Î ¥", + "ðŁĺ £", + "âĬ Ĥ", + "ãħ Ĥ", + "ìħ ¸", + "íı Ħ", + "âľ ½", + "ì¦ Ļ", + "âĸ £", + "ê± į", + "ê¿ ĭ", + "ì« Ħ", + "ìº ĩ", + "ðŁĩ µ", + "ðŁij ij", + "âľ ĺ", + "ðĿij Ľ", + "ìį ½", + "ìº ī", + "ï¬ µ", + "ðŁĶ º", + "âĦ ®", + "íĥ ¤", + "ðŁĩ º", + "ðŁĴ µ", + "íħ ¨", + "ï½ ij", + "Î ¨", + "ìĥ ¹", + "ìĸ ķ", + "ì¹ µ", + "ðŁĵ ±", + "ठµ", + "ðŁij Ĭ", + "ðŁĴ Ħ", + "ðŁĴ Ŀ", + "ãĮ Ķ", + "ìĻ ģ", + "Ð ĩ", + "à® IJ", + "âĸ ¹", + "á´ Ľ", + "âĹ ĺ", + "ëº ¨", + "íĥ ī", + "ìĸ Į", + "ðŁIJ ¶", + "ãĤ ij", + "Ë ĩ", + "Å ı", + "á½ ¹", + "ìħ §", + "ï¹ °", + "ðĿij ¡", + "ðŁĶ Ŀ", + "ðŁĺ »", + "ðŁĴ ĥ", + "ðŁ¤ ¦", + "ðŁį Ĵ", + "íĢ µ", + "âľ Ĩ", + "ë¹ ´", + "ï§ ¤", + "ï» Ļ", + "á´ Ĺ", + "ðŁĮ ´", + "Í ¾", + "ëĮ ij", + "ì¨ ĭ", + "ìµ ¸", + "ðŁİ Ī", + "ðŁı ł", + "á½ ±", + "Û Ĩ", + "á¿ ĸ", + "âĢ Ľ", + "ì° ¼", + "íķ ¥", + "íĹ ´", + "ðŁĩ ¬", + "ì° Ŀ", + "âĪ ł", + "ï¼ ĩ", + "âĬ Ļ", + "âĿ ij", + "ëĦ ĭ", + "ëŀ Ĺ", + "ë° ī", + "ìĹ Ĭ", + "ì¢ Ĩ", + "íĮ ¥", + "ï° ²", + "ðŁĵ ĸ", + "ðŁĺ ®", + "âļ ª", + "ðŁĺ ļ", + "âĿ ŀ", + "ðĿij Ł", + "ðŁİ Ĥ", + "Å ķ", + "áIJ Ī", + "êº ½", + "ì± ł", + "ïº Ŀ", + "ê¿ ī", + "áĥ ł", + "ðŁı ĥ", + "ðŁĴ ¸", + "âĿ ģ", + "âĹ ¾", + "Ú ª", + "á¹ ĥ", + "íĬ ¬", + "ðŁĩ ±", + "íİ Ń", + "ðŁĺ ŀ", + "ë¾ °", + "á¹ Ľ", + "ëĽ ¸", + "âĿ Ĥ", + "êĴ ³", + "âĶ IJ", + "íĵ °", + "âŀ ł", + "ê´ ĺ", + "ëħ ĺ", + "ë» ¥", + "ì¾ ħ", + "ðŁĺ IJ", + "âĪ ª", + "ðŁij ģ", + "âĪ ´", + "âĹ ģ", + "ëº IJ", + "ìŀ ¤", + "ì± Ĺ", + "ðŁı ¾", + "Î §", + "á½ »", + "âŀ ¥", + "ìŁ Ī", + "ï» ī", + "âĸ Į", + "ãĥ ®", + "ðŁ¤ ¤", + "âĩ ĵ", + "ì¼ ł", + "á´ ı", + "ë§ ¬", + "ë» £", + "ðŁĴ ¬", + "ðŁį ĵ", + "Ä ¸", + "Ù ¹", + "Ê ¿", + "á½ °", + "ëķ ľ", + "ì° ¡", + "ì° »", + "íİ į", + "ðŁİ ¯", + "ðŁį Ĥ", + "ðŁij §", + "âĻ ¢", + "áĨ ŀ", + "âĻ §", + "âļ ľ", + "âľ ī", + "ëĵ ¦", + "ëŃ £", + "ìĪ ı", + "ìĵ ±", + "Å Ń", + "Ê Ĭ", + "âĴ ¸", + "âĩ ©", + "ðŁĴ Ķ", + "Õ µ", + "Ð ī", + "Ò »", + "ë§ £", + "ìĽ ľ", + "ì¿ ¡", + "íĽ ħ", + "íĽ ¤", + "ïº ¢", + "âľ ĭ", + "âĪ Ī", + "ðŁĮ į", + "Ê ľ", + "ëĬ ª", + "ëĴ ¹", + "ïº ²", + "âĸ Ħ", + "ãħ Ī", + "ëļ ¤", + "íİ ©", + "âĪ ¨", + "ðŁ¤ ª", + "áĥ ļ", + "ê³ ¶", + "íĬ ķ", + "ðŁĺ ¬", + "âĪ «", + "ðŁij ĭ", + "Ò IJ", + "íĬ ¿", + "ðŁĶ µ", + "ðŁĴ ¨", + "ðŁĮ Ļ", + "ëĩ ©", + "âľ ³", + "ë¨ ģ", + "ëº Ħ", + "ìĻ ij", + "ìº ħ", + "íı Ī", + "ðĿij Ļ", + "ðŁĴ ĺ", + "ãİ ¥", + "âĿ ı", + "âľ °", + "ï¯ ¿", + "ëµ IJ", + "ì¼ IJ", + "ïº ±", + "Õ ´", + "ï¬ Ģ", + "âľ ´", + "ðŁ¤ Ń", + "ðŁij Ĩ", + "⼠Ķ", + "ê· ĵ", + "ìĮ Į", + "ðŁ¤ ·", + "Û Ķ", + "ðŁ§ ¡", + "ðŁĺ ĵ", + "Î ĸ", + "âı °", + "ê² ľ", + "ëĭ ³", + "ëİ ħ", + "ë° Ī", + "ï® IJ", + "ðŁı ¡", + "âĨ ª", + "âĵ Ķ", + "âľ Ĭ", + "Ï ²", + "Ü IJ", + "ðŁĩ ³", + "Ö Ĥ", + "âľ ı", + "ìĸ Ĺ", + "ì« Ļ", + "ðŁĺ ²", + "Ä Ń", + "âĻ Ń", + "âĶ ı", + "âĹ Į", + "ðŁĺ ¯", + "áµ Ĵ", + "íĬ ł", + "Ä ·", + "Ê ģ", + "ठŁ", + "á¹ ģ", + "á¼ °", + "á¿ Ĩ", + "â «", + "â« ¸", + "ëį «", + "ì³ ĩ", + "ì¼ ¤", + "íĽ ¨", + "ðŁĴ Ł", + "Ê Ģ", + "Ê ³", + "ëĵ IJ", + "âķ °", + "âĿ ĩ", + "Ç Ģ", + "Ç Ķ", + "É ´", + "âĺ ļ", + "âĺ ľ", + "ê¶ Ĥ", + "ì« Ĵ", + "ì± Ī", + "ðŁĩ ¨", + "ðŁİ ¥", + "ðŁĵ Ŀ", + "Ä §", + "ðĿ ijIJ", + "Û Ī", + "ठ¬", + "ì¬ IJ", + "íĹ ¥", + "âĻ ¨", + "ðŁį ´", + "ï¹ ı", + "Ë ĭ", + "ðŁ¥ º", + "âĸ ¨", + "íĻ ĭ", + "âĪ ħ", + "ëģ Ļ", + "ëŀ ł", + "ìĨ ¥", + "âĢ ĸ", + "ðŁ¤ ĺ", + "ðŁIJ »", + "áµ ķ", + "Ç Ŀ", + "âĺ ı", + "ïº ļ", + "ï» Ĥ", + "ðŁļ ©", + "ìĪ Ł", + "Ë Ĭ", + "⤠µ", + "ðŁĴ §", + "ã ħį", + "ë© ©", + "Æ ¬", + "Î ĩ", + "âĩ §", + "âĵ ļ", + "ìĤ ¯", + "ìĪ ¯", + "ëĨ ĭ", + "âľ ¯", + "ðŁļ Ģ", + "Ú ĺ", + "Ú ¨", + "âľ Ń", + "ê² ħ", + "íĮ °", + "íľ Ļ", + "ðŁĮ Ĭ", + "ðŁİ ĵ", + "ðŁĺ Ļ", + "Ë ĥ", + "ðŁĴ ģ", + "ðŁij İ", + "âĺ ¹", + "ðŁĺ «", + "ðŁĴ »", + "ëĤ µ", + "ìĿ Ĭ", + "íĮ »", + "Ò ³", + "á½ ²", + "âŀ ŀ", + "ëĤ ij", + "ëĿ Ī", + "ì£ ¤", + "ï» ¯", + "ðŁĩ ©", + "ðŁ¥ ³", + "âĴ ¼", + "ðŁ¦ ĭ", + "âĺ Ĥ", + "ðŁĺ °", + "ðŁĻ ĥ", + "ðŁĺ Ĵ", + "Û İ", + "Ï ķ", + "Ḡ¤", + "ë£ ½", + "ìĬ ¥", + "ðĿij ī", + "É IJ", + "ðŁį İ", + "âķ ¯", + "âķ ¹", + "ຠ²", + "ï¾ ł", + "ë¹ ķ", + "ïº Ĩ", + "Ê º", + "Ó §", + "âĨ ł", + "ëĥ ĩ", + "ìİ Ī", + "ìŁ ¤", + "ï± ¢", + "âķ ¬", + "âĺ ł", + "ðŁİ Ĭ", + "ãį į", + "ãİ İ", + "âĺ °", + "âľ ĥ", + "ãħ ī", + "ë¯ Ī", + "ë¹ ¤", + "ìı Ń", + "ðĿij ¢", + "ðŁIJ ¾", + "Å ĭ", + "ðŁij ¶", + "âĶ Ľ", + "ï¿ ¢", + "áĥ ¡", + "Ä ¼", + "Å Ĩ", + "Ñ IJ", + "ìĥ Ľ", + "ìĺ Į", + "ì± ¤", + "íħ ģ", + "íļ ĥ", + "ï³ Ĭ", + "ðĿij Ķ", + "ðŁĩ «", + "âĭ °", + "ðŁĺ ¨", + "âĤ ©", + "Õ ¬", + "Ḡį", + "á» ´", + "âĨ ĺ", + "âĺ ¯", + "ãħ ı", + "ìł ¬", + "âĻ Ķ", + "ðŁĶ Ķ", + "ðŁĺ ł", + "ðŁĻ Ĭ", + "à® ľ", + "á¹ ħ", + "âĹ IJ", + "âĿ Ī", + "âŀ ½", + "ìĥ ħ", + "ðĿij ł", + "Æ ¢", + "âĭ Ļ", + "ê° Ľ", + "ëĿ µ", + "ë£ Ł", + "ìı ľ", + "ïº ģ", + "ðŁĴ Ń", + "âĬ ĥ", + "ðŁIJ °", + "ãħ Į", + "Ü ĵ", + "âŀ ķ", + "á½ ģ", + "ìķ ³", + "ðĿij Ŀ", + "ðŁİ ¬", + "É ¡", + "ठĹ", + "áIJ ī", + "ì© ľ", + "ì¶ §", + "ï³ ī", + "ï» ħ", + "ðĿIJ ŀ", + "ठ¶", + "ðŁĵ ¢", + "ðŁį ĭ", + "ðŁĴ ħ", + "ï¾ ķ", + "⬠Ĩ", + "âĪ µ", + "ðŁ¤ ij", + "áĥ £", + "Æ Ħ", + "Ñ ¹", + "á¼ Ķ", + "ê° ł", + "ê´ Į", + "ê· IJ", + "ëĽ ´", + "ì± ĺ", + "ï® Ń", + "ïº ¹", + "ïº ¾", + "âľ Ĺ", + "âĿ ¦", + "ðŁij ¦", + "áĥ Ĺ", + "Ù ²", + "á½ ´", + "âĪ ı", + "âľ ®", + "ê¹ °", + "ë² µ", + "ìĦ Ģ", + "ì© Ŀ", + "ïº ŀ", + "ïº ½", + "ðŁĩ Ń", + "Ë Ĥ", + "ðŁį ij", + "ðŁį Į", + "ðŁĶ »", + "ê¹ ¬", + "ìĬ Ń", + "ìľ ·", + "ðŁĽ ij", + "Ç §", + "ë¼ Ľ", + "ïº ¡", + "ïº º", + "ðĿij ļ", + "ðŁĵ ¦", + "ðŁĶ İ", + "ðŁĹ ĵ", + "áĥ Ķ", + "âľ Ĵ", + "âľ ¡", + "ðŁĮ µ", + "âĶ ķ", + "ëĢ Ŀ", + "ðŁį Ĭ", + "âĺ ĥ", + "ìĺ ħ", + "ঠ¬", + "ðŁ¦ ģ", + "âİ ¯", + "ðŁIJ ķ", + "Ñ ¿", + "ॠ¤", + "༠ĭ", + "ê· Ī", + "ì« Į", + "ðŁĩ °", + "âĿ ī", + "ì« Ģ", + "íĿ Ħ", + "ðĿIJ ¢", + "ðŁļ ¨", + "âĻ ¤", + "ðŁĺ ©", + "ðŁį į", + "ðŁĺ ij", + "ðŁļ ļ", + "Ö Ħ", + "ë «", + "ë« ¼", + "ठı", + "á¿ ·", + "âĮ ©", + "âĺ IJ", + "âŀ £", + "ê¸ ±", + "ê¼ ¿", + "ëĦ Ŀ", + "ìı ´", + "ìļ ¤", + "ì¿ ±", + "íİ IJ", + "ðŁĴ ¢", + "ì´ IJ", + "âĩ ij", + "âĶ ĵ", + "âģ ¾", + "Ü Ŀ", + "ðŁ į°", + "â´ °", + "Æ ı", + "Ï Ł", + "Ú º", + "Û ĥ", + "áĦ Ĵ", + "âĪ Ł", + "âĿ į", + "ãĦ ²", + "ìľ ħ", + "ì¤ ı", + "ðŁĩ ²", + "êº Ħ", + "ðŁİ ¤", + "âľ £", + "⸠Ŀ", + "ï¸ µ", + "ຠ§", + "áĢ Ļ", + "âķ ł", + "Õ ¯", + "âı ©", + "ðĿij £", + "ðŁĴ £", + "Å ĺ", + "ॠIJ", + "âģ ĥ", + "âĮ ĺ", + "ê» Į", + "ìĮ Ķ", + "ðĿij ĺ", + "ðŁ¤ ĵ", + "Õ ¿", + "ठŃ", + "âĮ ļ", + "âľ Ŀ", + "ðŁIJ ¼", + "Ë Į", + "âķ ļ", + "ï¦ Ĺ", + "âĿ ķ", + "âķ £", + "ðŁIJ ±", + "à® ¤", + "Ñ ¾", + "ठļ", + "ठľ", + "ìĪ Ħ", + "ìļ ľ", + "ðŁİ ®", + "É Ĵ", + "Ú ·", + "ຠį", + "âĨ µ", + "â Īĺ", + "âĿ Ĭ", + "ë¿ į", + "ìIJ Ī", + "ìļ ĺ", + "ì¯ §", + "íĥ ¯", + "ìĸ ı", + "ï¸ °", + "ðŁĩ ¯", + "ðŁ§ ļ", + "ðŁĺ µ", + "ðŁĺ ·", + "ðŁĮ ³", + "ຠ¥", + "Ä ī", + "Ä ¥", + "âľ ¶", + "á¿ ¾", + "âĬ ±", + "âĺ ¾", + "ê° ī", + "ê¼ °", + "ëº ij", + "ðŁĶ Ĭ", + "ðŁĸ IJ", + "Å ¤", + "Ò «", + "à® ®", + "âĮ Ī", + "âĹ Ĺ", + "ëĦ µ", + "ëħ ľ", + "ëľ ¹", + "ðĿij ¥", + "ðŁĴ ¿", + "ðŁĽ Ĵ", + "Ê Ĵ", + "áŀ ĵ", + "ðŁIJ Ŀ", + "ðŁ¦ Ħ", + "ðŁį ·", + "âĺ Ł", + "ï¸ ¶", + "ðŁ¤ Ł", + "Ô ±", + "âĨ ²", + "âĪ İ", + "âľ «", + "ëĩ ½", + "ëı IJ", + "ëķ Ħ", + "ï¦ ³", + "ï§ Ŀ", + "ïº Ļ", + "ðŁij »", + "ðŁĵ º", + "êµ ¼", + "ìĮ ©", + "ðŁĮ ²", + "È ±", + "íĶ ķ", + "ðŁĺ ¤", + "ãĮ ¢", + "Ê Ķ", + "ठ¡", + "á¼ Ī", + "ëİ ĥ", + "ë© ±", + "ë® Ī", + "ðĿIJ «", + "âĬ ķ", + "ëĥ ł", + "ë» ¬", + "íĭ Ķ", + "Õ ¤", + "á¼ ±", + "âľ ¥", + "âĺ Ħ", + "âĪ ¥", + "âļ ķ", + "ðŁij Ħ", + "ðŁİ ħ", + "ຠĻ", + "âĶ ¬", + "á½ µ", + "Õ ¾", + "Ö ģ", + "âĹ Ķ", + "ê¿ į", + "ëĸ µ", + "ë© İ", + "ë® ´", + "ìķ ´", + "áĥ ľ", + "á¼ ¡", + "âĶ Ĭ", + "âķ ®", + "âĹ ¼", + "ðŁį ¾", + "ðŁĽ į", + "ðŁij Ĺ", + "ðŁ¤ ŀ", + "âľ Ħ", + "Õ Ģ", + "ঠ²", + "Ë ī", + "⣠¨", + "Ä ¯", + "Ï Ĭ", + "á´ ľ", + "ë¹ ³", + "ï³ ĭ", + "ï¿ ł", + "Ä ª", + "âĤ ¸", + "âľ ±", + "ê» IJ", + "ëĭ »", + "ë§ ¸", + "ìŀ ¿", + "ì© ¨", + "ì ŃIJ", + "ì° ¿", + "íħ Ł", + "ðĿIJ §", + "ðĿij ij", + "ðŁĮ İ", + "ðŁĵ ®", + "ðŁķ Ķ", + "âĹ Ļ", + "âĹ »", + "âŀ §", + "ìŁ Ŀ", + "âľ ¬", + "ãĥ °", + "âģ Ī", + "â ĵĺ", + "ðŁ ĴĮ", + "ï¬ ĥ", + "ຠĶ", + "ìĶ °", + "ðŁĺ ª", + "× Ģ", + "ìĥ ¨", + "ïŃ ĭ", + "ðŁį ķ", + "ðŁĺ ´", + "Ï ³", + "á¼ Ħ", + "á½ ħ", + "âĩ ¢", + "âķ Ń", + "ìĺ »", + "íĬ ¤", + "Ü ĺ", + "⤠´", + "âĹ į", + "áŀ Ł", + "ðŁį º", + "áŀ ļ", + "ðŁı Ĭ", + "ðŁIJ ·", + "Ê Į", + "á½ º", + "âģ »", + "ê½ Į", + "ëĪ Ĺ", + "ë Ĺı", + "ì¿ °", + "íĢ ¼", + "íį ħ", + "ï· ²", + "ðŁĮ ı", + "ðŁį «", + "ðŁį ³", + "ðŁİ °", + "ðŁij °", + "ðŁĴ ²", + "ᥠĻ", + "ðŁIJ Ł", + "ï¿ ¡", + "ðŁĹ £", + "ðŁį ľ", + "âľ ²", + "ãİ ¢", + "ðŁĶ °", + "á¼ ¸", + "á½ ij", + "Ä İ", + "áĦ Ģ", + "âĻ ķ", + "ëł Ŀ", + "ìĪ ´", + "ïŃ Ń", + "Ó ľ", + "Ô Ģ", + "ëĢ ľ", + "ëĥ Ķ", + "ìĬ Ľ", + "ì« ij", + "ìº ¥", + "ìº ¬", + "ðĿij ¦", + "ðŁĶ ¶", + "ì¾ ¨", + "ðĿIJ ļ", + "ðŁį »", + "ðŁĴ į", + "ðŁ¤ ¡", + "ðŁķ Ĭ", + "â½ ĩ", + "âĵ IJ", + "ðŁį Ń", + "ðŁį ª", + "ðŁĶ Ĩ", + "Ò ¡", + "á´ ĩ", + "É Ĺ", + "Ü Ķ", + "âĦ İ", + "âĿ ĥ", + "ëĹ Ģ", + "ï² Ķ", + "ïº Ī", + "ðĿIJ »", + "ðŁĴ Ĭ", + "ðŁļ «", + "Ñ °", + "Ñ ³", + "ठ·", + "âĹ ł", + "ðŁij ¤", + "ï¾ ĩ", + "âĺ ĵ", + "ðŁį µ", + "ðŁ¤ ¨", + "âĸ Ń", + "à® ´", + "Ü ¢", + "Ü ¬", + "à´ ®", + "ðŁķ º", + "Ô ¹", + "Õ £", + "à´ ¯", + "á ´Ģ", + "âĮ ī", + "âľ IJ", + "âŀ ¦", + "ê¹ ½", + "ëĮ ľ", + "ðŁı ¥", + "ðŁĵ ©", + "Ò ¹", + "Ó ĺ", + "ठħ", + "âĿ §", + "Æ Ĺ", + "âĹ ½", + "ðŁij «", + "ðŁİ §", + "ðŁij £", + "âľ »", + "ðŁĻ ħ", + "ðŁĺ ĸ", + "ðŁĴ ®", + "ຠ°", + "ðŁĶ ľ", + "ðŁį Ħ", + "ðŁ¤ Ŀ", + "á ĥĿ", + "áŀ Ģ", + "âĩ ¦", + "Ê ¾", + "Ò ®", + "Õ ¼", + "ठĨ", + "âĹ ħ", + "âļ ĵ", + "âļ ĸ", + "ê¿ ©", + "ë¯ Ħ", + "ìIJ IJ", + "ìŀ °", + "ì§ Ń", + "íĭ ĭ", + "íİ ¨", + "íĻ §", + "ï² ij", + "ðŁİ Ĺ", + "Ù ³", + "ðŁij ¸", + "ঠ®", + "ðŁij ķ", + "Ú µ", + "âĢ ¾", + "âŀ °", + "ðŁij ¯", + "ðŁİ ¼", + "ðŁı ģ", + "Ä º", + "Ê ı", + "Ú ³", + "âı ±", + "ê½ Ī", + "ëĿ Į", + "ìĮ ī", + "ìĹ ·", + "ìŀ ´", + "íĹ ¹", + "íľ ¨", + "ðĿĹ ²", + "ðŁĮ IJ", + "ðŁİ Ļ", + "ðŁı µ", + "íĽ Ļ", + "ðĿij ħ", + "ðŁĺ ¶", + "âĵ ħ", + "âķ ¥", + "ðŁį ı", + "ï¦ İ", + "Õ ©", + "ðĿIJ Ħ", + "Ó £", + "Ú ¿", + "âĻ ļ", + "ðŁĶ Ĺ", + "Ḡ«", + "âĭ ®", + "âĸ ¦", + "⼠½", + "âľ µ", + "ãħ Ĩ", + "ãħ Ĭ", + "ëĦ Ļ", + "ëĿ ¨", + "ë¥ Ħ", + "ìĦ ¦", + "ì§ °", + "ì§ ¹", + "íī Ī", + "ï§ ij", + "ï» ĩ", + "ðŁĮ ¾", + "ðŁı ĸ", + "ðŁIJ ij", + "ðŁĴ ³", + "ðŁĵ Ĩ", + "Û ĩ", + "Ü ķ", + "á½ ½", + "ëĦ ľ", + "à´ ²", + "à´ ³", + "ຠŃ", + "áĥ Ľ", + "âĿ Ķ", + "âij ħ", + "áĥ ¥", + "ðŁĵ ħ", + "âŀ ³", + "á´ µ", + "ï¹ ¡", + "ï¹ ¶", + "Î Ĩ", + "ठ¥", + "áī µ", + "âĿ Ļ", + "âĿ ±", + "ëī ł", + "ëİ ł", + "ëı Ľ", + "ë¿ ħ", + "ìĶ ¸", + "íij ¯", + "íŀ ī", + "íŀ Ľ", + "ï§ Ħ", + "ïŃ ĺ", + "ïº ¦", + "ï» ¸", + "ðĿij Ĥ", + "ðĿij ı", + "Ï ij", + "Ú ł", + "áĢ Ķ", + "áŀ Ķ", + "á¹ ¢", + "ëĦ ¸", + "ðĿIJ ¨", + "ðŁĩ ´", + "Õ °", + "ðŁij ł", + "ðŁį Ĩ", + "ðŁı Ģ", + "ðŁ ijIJ", + "ðŁį ĩ", + "ðŁIJ £", + "áĪ Ń", + "Ü ª", + "ðŁ ĮĢ", + "áŀ ĺ", + "âĩ Ħ", + "ðĿIJ Ģ", + "Ê Ļ", + "âĶ ¼", + "ðŁı ¿", + "Æ ·", + "È ł", + "Ñ ½", + "âĤ ¨", + "ê´ Ń", + "ê¹ »", + "ëĶ ¨", + "ìĪ Ģ", + "ì¾ °", + "íĨ Ī", + "ï® §", + "ï¯ ½", + "ðŁĶ ħ", + "ðŁĶ ®", + "Å ¢", + "Ê °", + "Ñ ¸", + "ठ£", + "âĬ Ĺ", + "ëª Ħ", + "ï¹ ·", + "ïº ħ", + "ðĿIJ µ", + "ðŁĮ ¶", + "ðŁĵ °", + "ðŁĶ ·", + "ðŁĸ Ĵ", + "ðŁ¤ ²", + "ëī ©", + "ðŁİ Ĩ", + "ðŁ§ IJ", + "ðŁį ®", + "âĨ º", + "âĿ ¢", + "ðŁij ª", + "ðŁij ±", + "âĨ ¡", + "áŀ ı", + "Ú ķ", + "ðŁį ¹", + "ðŁĴ Ģ", + "Ë ®", + "Ó ¨", + "Ö ħ", + "ठĩ", + "âĤ ¡", + "âĪ ķ", + "âĺ ī", + "ê¹ ¼", + "ê¼ IJ", + "ì½ ¸", + "ðĿIJ ¬", + "ðŁı ħ", + "ðŁij Ļ", + "ðŁĴ ī", + "ðŁ¤ Ļ", + "È ĺ", + "É ³", + "É ¹", + "Ù º", + "áĢ Ħ", + "á¿ ³", + "âļ ĺ", + "âĿ Ĩ", + "ëĨ ī", + "ìĸ į", + "ìĺ ĩ", + "ì¥ ĺ", + "íĸ ħ", + "íĻ ij", + "ï® Ĭ", + "ï¿ Ń", + "ðĿĴ IJ", + "ðĿĹ ¢", + "ðŁĶ ĸ", + "ðŁĶ ¨", + "ðŁļ ij", + "ðŁļ ²", + "Æ ¸", + "âĹ ¥", + "ðĿIJ Ń", + "ðŁį ½", + "âĹ ij", + "âĵ ĩ", + "ðŁĶ ±", + "âľ ¼", + "ï¹ ĥ", + "âķ ±", + "ãĢ Ĺ", + "ðŁı ĭ", + "ðŁļ ´", + "ðĿIJ ®", + "Ä ļ", + "Õ ı", + "Ä ¶", + "áĥ ij", + "á¹ ¬", + "Ä Ī", + "Ä Ĵ", + "Ò °", + "Ó ķ", + "â IJ", + "âIJ £", + "âĹ ¢", + "âļ Ļ", + "ãħ Ĺ", + "ê° ¬", + "ê³ ª", + "ê» Ģ", + "ëĦ ´", + "ëİ ģ", + "ëĿ Ķ", + "ë¬ ½", + "ëŃ į", + "ìĩ ³", + "ì° ¹", + "íĮ ¹", + "íŀ Ŀ", + "ï® ĭ", + "ï ¶Ī", + "ðĿĴ Ĥ", + "ðŁ¥ Ģ", + "ðŁ¦ ħ", + "Ê ĺ", + "á¼ ij", + "âģ İ", + "ðŁį ŀ", + "âĨ ĸ", + "âĨ Ļ", + "ðŁİ ĥ", + "âĦ ¡", + "âĭ ±", + "ðŁĶ į", + "ಠ¨", + "áµ ĥ", + "âĶ «", + "⦠¿", + "ðŁĩ »", + "Æ ¤", + "Ò ı", + "Ò ·", + "Û ī", + "à® ķ", + "Ḡ³", + "ï¬ ±", + "ðŁĨ Ķ", + "Ú Ń", + "Û ¦", + "áħ ¡", + "âĦ ¹", + "ê¿ İ", + "ëķ Ķ", + "ë¼ ī", + "ìļ §", + "ì² µ", + "ì´ ¨", + "íĬ Ī", + "íĸ IJ", + "ðĿĹ ĺ", + "ðŁĩ ¿", + "ðŁİ ĸ", + "ðŁij ħ", + "ðŁ ĵĺ", + "ðŁļ Ļ", + "ðŁĽ µ", + "ච½", + "⼠µ", + "ðĿIJ ³", + "ðĿIJ ¸", + "âļ Ķ", + "ðŁij Ń", + "Ó ij", + "âĶ ¯", + "ðŁħ ¿", + "ðŁĺ ¹", + "ï¿ «", + "â¼ ¤", + "ðŁĴ ĩ", + "ðŁĵ İ", + "ðŁĸ ĭ", + "ঠ¸", + "ðĿIJ į", + "Ä ²", + "Ï ĭ", + "Ñ ¬", + "Ú ¬", + "Ü Ĵ", + "á´ ¬", + "ï¨ Ħ", + "É £", + "Ë ij", + "Ï µ", + "Ò Ŀ", + "Û ¥", + "Ü ł", + "๠Ľ", + "áĥ ķ", + "áĬ ķ", + "á¾ ¶", + "âĤ ·", + "âĩ ¾", + "âķ ©", + "âĸ IJ", + "âĺ ª", + "âĺ ®", + "âĿ ļ", + "âĿ Ń", + "âŀ ±", + "âµ İ", + "ãı Ĭ", + "ë© ĵ", + "ìĹ ¾", + "ìª Ħ", + "íĵ Į", + "íķ ¼", + "ïŃ ¬", + "ðĿij Ĩ", + "ðĿij ŀ", + "ðĿĸ Ĭ", + "ðŁİ ¸", + "ðŁı Ħ", + "ðŁij µ", + "ðŁĴ ł", + "ðŁĶ ĺ", + "ðŁ¥ Ĥ", + "Å ª", + "à· ĥ", + "á´ ¼", + "âĬ °", + "ë³ ı", + "ë´ £", + "ï¥ ľ", + "ðŁĵ Ī", + "ðŁķ ¯", + "ðŁ§ Ģ", + "âĻ IJ", + "ðŁĨ Ĺ", + "ðŁĵ ķ", + "ðŁ§ ģ", + "Ü «", + "âĿ IJ", + "Õ ķ", + "འķ", + "âŀ Ŀ", + "ঠķ", + "ðĿIJ ¶", + "É ¢", + "Î Ħ", + "áĨ ¢", + "âĤ ±", + "Õ į", + "à¡ ķ", + "á´ °", + "Ḡ©", + "⼠·", + "âĿ ®", + "ê¡ ĵ", + "ëı ¤", + "ëĹ IJ", + "ëµ Į", + "ìij Ī", + "íı ¿", + "íĹ µ", + "ðĿIJ İ", + "ðŁĨ ĺ", + "ðŁı Ł", + "É ¥", + "Õ »", + "à¡ Ķ", + "ठĸ", + "á´ ¸", + "âİ Ļ", + "âİ ¥", + "âı ³", + "ëģ ķ", + "ëĬ ī", + "ì¡ į", + "ì¹ ¡", + "ï¦ ¶", + "ï¬ Ł", + "ï® «", + "ï® ¯", + "ï± ĥ", + "ï ·»", + "ïº µ", + "ðĿĹ Ķ", + "ðĿĹ ¡", + "ðŁİ ¨", + "ðŁĶ Ĵ", + "Ú Ľ", + "ठ§", + "âŀ ¹", + "áĢ Ģ", + "ðŁį ħ", + "âĹ ¤", + "ठł", + "ðŁIJ ¥", + "áĥ Ĵ", + "ðŁı Ŀ", + "ðŁį ¼", + "ãĮ §", + "âĿ Ľ", + "ðŁIJ Ī", + "ঠ¯", + "áĢ ŀ", + "ãĢ ĸ", + "áŀ Ļ", + "ঠª", + "Õ Ĩ", + "âĬ Ĩ", + "âľ ¾", + "ðŁIJ Ĺ", + "ï¹ ¿", + "Ä ¦", + "Ü Ł", + "ಠł", + "ಠ¥", + "áŀ ī", + "á´ ¥", + "á´ ©", + "á½ Ģ", + "á½ ¡", + "âĨ ķ", + "âŀ ¯", + "ê¡ ij", + "ëij £", + "ë± Į", + "ìĪ ij", + "ìľ Ķ", + "ìŀ ½", + "ì¨ į", + "ðĿij Ģ", + "ðŁĮ Į", + "ðŁį ¦", + "ðŁį ©", + "ðŁIJ ļ", + "ðŁĵ Ĵ", + "ðŁĵ ¹", + "ðŁ¥ ij", + "Ä ĭ", + "Ë Ĺ", + "Ñ «", + "Õ ¢", + "Ú °", + "â ĮĢ", + "âĹ Ĥ", + "âĹ £", + "âľ Ľ", + "âĿ Ĵ", + "âĿ ĺ", + "âŀ Ļ", + "âŀ ²", + "ãİ į", + "ê¡ IJ", + "ëŀ ĸ", + "ìĬ Ŀ", + "ìĽ ¤", + "ì¡ ĭ", + "ì¨ °", + "íĹ Ļ", + "ï¥ ¸", + "ï³ į", + "ï» İ", + "ðĿij ĵ", + "ðŁĵ Ĭ", + "ðŁļ ¼", + "ï¦ ģ", + "ðĿķ Ĵ", + "ðŁ ijľ", + "ðŁij ¿", + "ðŁĩ ½", + "à· Ħ", + "âĸ ´", + "ãį ī", + "âĬ ĩ", + "ðŁ§ ¸", + "Ú ¡", + "â¾ ĥ", + "ðŁĹ »", + "âĵ ij", + "ðŁ¤ ¸", + "ðŁ¤ ¯", + "êĴ °", + "ðĿIJ ĵ", + "âĶ ´", + "êĴ ±", + "áĢ ĺ", + "â ĽĦ", + "ï¹ ¹", + "Ó Ķ", + "áĥ ±", + "Ü ¡", + "ß ŀ", + "âĻ ı", + "âľ ¸", + "ìij ¨", + "ðĿIJ Ŀ", + "ðĿIJ ¥", + "ðŁį ī", + "ðŁij ¼", + "ðŁ¥ Ŀ", + "Æ Ķ", + "Ý ¬", + "ठ«", + "ຠļ", + "á´ ´", + "á½ ĸ", + "âĤ ¶", + "âİ ¢", + "âĿ ħ", + "⣠«", + "ãİ Ľ", + "ë® ¨", + "ëº Į", + "ë¼ ĺ", + "ìĨ Ŀ", + "ìľ ³", + "ìŀ Į", + "ì£ Ĺ", + "ìª ĺ", + "ì» ¹", + "ï· ¼", + "ïº Ĥ", + "ðĿIJ ´", + "ðĿIJ ¼", + "ðŁĮ ļ", + "ðŁı «", + "ðŁĴ ¤", + "ðŁĴ ¶", + "ðŁĴ ¼", + "Ê ķ", + "Ê ½", + "â² Ł", + "ãī ł", + "ê¡ Ĵ", + "ëľ Ģ", + "ìĥ ¾", + "ì¸ ¤", + "ï¥ ģ", + "ðĿļ Ĭ", + "ðŁļ ĥ", + "âŀ Ľ", + "ìħ ´", + "áĦ ĭ", + "âĩ Ĺ", + "ï§ ·", + "âĺ ĸ", + "ðŁIJ ¦", + "⸠ľ", + "ðŁĴ ´", + "ðŁ¤ ļ", + "ãĬ Ĺ", + "âĮ Ľ", + "áĪ Ľ", + "༠º", + "â½ ī", + "ðŁı ¢", + "âĵ ŀ", + "âĺ ½", + "ãĢ Ļ", + "ðŁ¤ ®", + "Å IJ", + "áĥ ¬", + "ðĿĹ »", + "ðŁį ĸ", + "Æ Ĭ", + "Ê Ł", + "ß ĭ", + "ठĭ", + "áµ Ķ", + "á¿ ĥ", + "âĦ ī", + "âĮ ĭ", + "âı ²", + "âĵ Ī", + "âĵ ¢", + "âķ Ķ", + "âļ ij", + "âĿ ĭ", + "âĿ İ", + "â µľ", + "âµ £", + "ëĴ Ī", + "ëľ ģ", + "ë¶ ĩ", + "ìį »", + "ìĺ Ń", + "ì§ ¢", + "íĹ Ģ", + "ï§ Ĭ", + "ï ¬¸", + "ï± ¡", + "ðĿIJ º", + "ðĿij §", + "ðĿĺ ¦", + "ðŁĵ ¥", + "ðŁĺ Ł", + "ðŁ¥ IJ", + "Ä ĸ", + "É ¨", + "áĢ IJ", + "áĥ ĵ", + "Ạĵ", + "á¼ ¶", + "á½ Ħ", + "âĤ ¤", + "âĮ ľ", + "âĮ Ł", + "âİ ł", + "⼠¸", + "âµ į", + "âµ ı", + "âµ ĵ", + "ãĢ ĺ", + "ë ·¸", + "íħ ¼", + "ï¦ Į", + "ïŃ Ħ", + "ïŃ İ", + "ðĿĻ ļ", + "ðĿļ ĺ", + "༠ĵ", + "ëŃ ħ", + "áIJ Ľ", + "ãİ ¾", + "ï¨ Ģ", + "ðŁĹ ½", + "âĻ ŀ", + "Ë ĸ", + "âĹ ŀ", + "ðŁ¤ «", + "ðŁĺ Ĺ", + "ï½ ¦", + "ðŁ¤ ¢", + "âģ ĩ", + "ãĢ µ", + "ðŁį Ķ", + "áĬ ł", + "ðŁĺ ¼", + "ðĿĹ ®", + "ðŁIJ ³", + "ðĿIJ ĭ", + "ðŁĨ ļ", + "ðŁĶ Ľ", + "Ñ »", + "Ü ¨", + "à® ²", + "âľ ŀ", + "âµ Ļ", + "êµ £", + "ì¸ ¨", + "ðĿ IJľ", + "ðĿĺ °", + "ðŁĶ ½", + "Ç »", + "Ç ¿", + "Ê ĩ", + "Î IJ", + "Ð Ģ", + "Ñ ¡", + "Ñ ²", + "Ò Ĵ", + "Ù ¶", + "ß ķ", + "ච±", + "áIJ ģ", + "âģ ŀ", + "âĸ §", + "⼠Ī", + "âľ ľ", + "âľ ¹", + "⣠¹", + "⤠ĩ", + "ê² Ĭ", + "ê¾ ľ", + "ë¯ IJ", + "ë³ IJ", + "ìħ ©", + "ìIJ ¬", + "ìij ¹", + "ï¤ Ķ", + "ï¦ ļ", + "ï¬ ł", + "ïŃ Ķ", + "ïº ¶", + "ðĿĴ ı", + "ðĿĸ Ĩ", + "ðĿĹ ¶", + "ðŁı Ĥ", + "ðŁIJ ½", + "ðŁĴ ©", + "ðŁĵ ½", + "ðŁĹ ¨", + "ðŁĹ º", + "ðŁĺ ¸", + "ðŁ¥ §", + "Å Ĺ", + "Ê İ", + "Ò Ļ", + "× ²", + "ठĪ", + "á¼ ´", + "á¿ ij", + "âµ ī", + "ãħ ĵ", + "ì½ ´", + "ðĿĸ ĵ", + "ðŁĵ Ĺ", + "ðŁĶ ª", + "ðŁĸ į", + "Ï Ĵ", + "ðŁij ¬", + "áĥ Ļ", + "âĨ ¬", + "âĶ ¤", + "⼠¹", + "âĻ Ł", + "ðŁļ ¶", + "ðŁij ¾", + "âĪ ĭ", + "ðŁIJ ¯", + "༠İ", + "âľ ·", + "ï¨ Ļ", + "âĶ »", + "ðŁij ¹", + "áĦ ī", + "ຠª", + "â¾ ı", + "â½ ħ", + "ãİ ĸ", + "Ñ ´", + "Õ ®", + "Ú ¼", + "áĢ ķ", + "áĨ ¼", + "ëŃ ı", + "ðŁIJ ¸", + "ðŁļ £", + "Æ Ŀ", + "Ô »", + "áĥ ¢", + "ðŁį ¯", + "É ¦", + "Õ ¦", + "âĻ ĭ", + "ï¬ «", + "ðĿĹ ¦", + "Ç ļ", + "É ±", + "ठī", + "á´ Ħ", + "âĻ ĵ", + "⼠°", + "⣠ª", + "ëĥ ĺ", + "ë¢ ¸", + "ìĤ ij", + "ï® Ķ", + "ðĿķ ĸ", + "ðĿĹ §", + "ðŁĩ ¼", + "ðŁĵ ĭ", + "ðŁļ ľ", + "ðŁ¥ ¤", + "Ä ®", + "Å ·", + "ß Ĭ", + "ॠ¥", + "à® ª", + "áŀ Ħ", + "áµ Ģ", + "Ḡħ", + "á¼ ¢", + "âĪ Ŀ", + "âĬ ¹", + "âĴ ¶", + "âķ ´", + "⼠±", + "⼠³", + "⼠º", + "âŀ Ł", + "ãı Ħ", + "ê¸ Ķ", + "ê¹ Ł", + "ëĩ °", + "ë¹ »", + "ìĤ ¥", + "ìĽ »", + "ì° Ł", + "íĥ °", + "íĨ º", + "íļ ½", + "ï¤ ´", + "ï¥ ¾", + "ï³ Ŀ", + "ðĿIJ ¦", + "ðĿĴ ľ", + "ðĿĴ Ł", + "ðĿļ Ĺ", + "ðŁİ Ń", + "ðŁı ĵ", + "ðŁı ³", + "ðŁı º", + "ðŁIJ į", + "ðŁij ĥ", + "ðŁĴ ı", + "ðŁ¤ ĸ", + "ðŁ¤ µ", + "Õ ²", + "âµ Ķ", + "ëĺ ¬", + "ï¦ £", + "Ê Ĥ", + "áĨ «", + "áŀ ij", + "ðĿĸ İ", + "ðĿĹ ĸ", + "áĦ ĥ", + "âĩ ł", + "áĢ ¡", + "འĦ", + "âŀ ¸", + "ï¦ Ļ", + "âĩ ļ", + "ðŁIJ ¬", + "ðŁIJ ¢", + "â¾ Ĵ", + "ðŁIJ ¤", + "ðŁĶ «", + "ãĢ ŀ", + "ï¸ º", + "ðŁĺ º", + "â½ ´", + "ðŁĨ ķ", + "âģ ¿", + "ðŁį ¨", + "ಠķ", + "ðŁļ ĺ", + "áŀ ħ", + "ঠħ", + "áŀ ¢", + "ਠľ", + "â ļĮ", + "ãĢ ½", + "à· ´", + "âĵ Ľ", + "áĢ ľ", + "ìĨ ¨", + "Ë ©", + "Ü Ĺ", + "âĭ ¼", + "ðŁĻ ī", + "Å Ĭ", + "É ĵ", + "Ê ²", + "Î °", + "Ñ ¼", + "Ô ¿", + "à¡ IJ", + "༠ľ", + "འ¦", + "ᶠľ", + "âĤ ²", + "âĨ ¨", + "âĬ ¥", + "âķ §", + "âĻ ľ", + "ãĭ ¡", + "ë´ ¬", + "ë¶ ij", + "ìī ¿", + "ìİ ħ", + "ìł ±", + "ì° §", + "ï² ¡", + "ðĿĴ Ľ", + "ðĿķ £", + "ðĿĹ ľ", + "ðŁį ²", + "ðŁİ ©", + "ðŁIJ IJ", + "ðŁIJ ł", + "ðŁij ½", + "ðŁĴ ij", + "ðŁĵ ľ", + "ðŁķ µ", + "ðŁ ļĮ", + "ðŁĽ £", + "Ê ĭ", + "Ó ¯", + "Ù ¸", + "ß Ķ", + "ß Ļ", + "à¡ ĵ", + "á´ į", + "Ḡ¿", + "âı º", + "âĸ ¥", + "ë¤ ½", + "íľ ij", + "ðĿIJ ¹", + "ðĿĸ Ķ", + "ðĿļ İ", + "ðŁĵ Ħ", + "ðŁ¦ ·", + "Æ ĥ", + "ঠŁ", + "âĮ Ĥ", + "âĺ Ń", + "â² ļ", + "ëĿ ķ", + "ðŁİ £", + "à® ĩ", + "འĨ", + "áħ µ", + "áĹ ľ", + "âĢ ½", + "âĮ £", + "âģ ½", + "ðŁĵ ¬", + "ðŁ¤ §", + "âĩ ª", + "â½ £", + "âĹ Ł", + "ï¨ Ĺ", + "êĴ ª", + "ðŁĽ Ģ", + "Ç Ĥ", + "ðŁ¥ ¶", + "ðŁİ į", + "ï¿ ©", + "ðŁij Ĵ", + "áµ Ī", + "ï¸ ¿", + "áħ ©", + "â¾ ¦", + "à° ¤", + "á´ ĸ", + "ਠ¬", + "ຠĹ", + "༠»", + "Ñ º", + "ਠª", + "á´ ³", + "ðĿIJ Ī", + "à» Ģ", + "á´ ¿", + "âĤ į", + "âĩ ¡", + "⼠ª", + "ðĿIJ Ĥ", + "ðĿĴ ķ", + "ðŁ IJľ", + "Ê į", + "Ñ ±", + "འĥ", + "ë® IJ", + "ìĽ ¡", + "ìľ ģ", + "ðĿIJ ¿", + "ðĿķ ł", + "ðŁij Ľ", + "Æ ª", + "Ï º", + "Ó ¬", + "Ù ¿", + "Ý £", + "ઠī", + "à® ¹", + "འij", + "áĨ ¯", + "áµ ĩ", + "âĩ ¥", + "âı ª", + "âĻ °", + "âļ Ń", + "âļ ¾", + "ãħ Ħ", + "êĢ °", + "ê° Ĺ", + "ê² ĭ", + "ê² »", + "ê¶ ľ", + "ê¼ ĩ", + "ê½ ¹", + "ëĤ Ł", + "ëħ Ī", + "ëĭ ¢", + "ë§ Ł", + "ëª Ĩ", + "ëµ Ģ", + "ì½ ±", + "íĩ ĺ", + "íľ ľ", + "ï§ ¾", + "ï± µ", + "ï² ¢", + "ï² ¤", + "ðĿĴ Ĭ", + "ðĿĺ ¯", + "ðŁį Ĺ", + "ðŁı į", + "ðŁIJ ĺ", + "ðŁĵ ¡", + "ðŁĶ ŀ", + "ðŁ¤ ³", + "ðŁ¥ ģ", + "ðŁ¥ Ĺ", + "ðŁ¦ Ĭ", + "Ä µ", + "Æ ¦", + "Ç µ", + "É ¯", + "Î ı", + "Õ Ħ", + "Ü ¥", + "འģ", + "ᨠł", + "âķ «", + "ãİ ī", + "ë· ´", + "ìĨ İ", + "ìİ Į", + "ì£ µ", + "íĽ ł", + "ï§ ª", + "ï³ ı", + "ï» 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ķ", + "ï¬ »", + "ï³ İ", + "ï¹ ¸", + "ï¹ ¾", + "ðĿIJ Ĩ", + "ðĿij ·", + "ðĿĽ ¼", + "ðŁİ ı", + "ðŁİ ŀ", + "ðŁIJ Ļ", + "ðŁij Ĥ", + "ðŁĵ ģ", + "ðŁĸ ±", + "ðŁļ į", + "ðŁļ §", + "ðŁĽ ¡", + "ðŁ¤ Ĵ", + "ðŁ¥ ŀ", + "ðŁ¥ ©", + "ðŁ¦ Ģ", + "ðŁ¦ ĸ", + "Ë ¢", + "Ü ļ", + "à® µ", + "áĢ ģ", + "áī °", + "âı Ń", + "âĻ ¿", + "ê³ ĺ", + "ëı Ŀ", + "ëķ ĥ", + "ìħ Į", + "ìĴ ¸", + "ìĽ Ł", + "íħ Ħ", + "íľ «", + "ï§ ĺ", + "ï¿ ¬", + "ðŁı ·", + "ðŁĶ §", + "ðŁ¥ Ī", + "Æ ĸ", + "áŀ ĩ", + "áŀ ĸ", + "âģ º", + "âĹ ľ", + "âŀ ©", + "ê¦ Ń", + "ëĻ ¤", + "ïŃ ¼", + "ðĿĻ ĸ", + "ðĿĻ £", + "ðĿĻ ¤", + "ðŁĮ Ŀ", + "ðŁĶ ij", + "ðŁĽ ł", + "ຠĩ", + "âĺ £", + "ãĦ ¨", + "ðĿĸ Ĺ", + "Ó ĵ", + "âĨ £", + "ðŁ¥ ī", + "ðŁĮ ł", + "ðŁĺ ½", + "ãİ ł", + "Å §", + "ðŁIJ Ĵ", + "ï§ IJ", + "ðŁĺ ¿", + "âĪ ¬", + "ðŁIJ ®", + "⣠±", + "ಠ¡", + "â¾ ¼", + "à° ²", + "Ë ¶", + "âĸ ¿", + "Õ Ī", + "áŀ İ", + "áħ ¥", + "áŀ Ĺ", + "Õ §", + "ðŁ¤ IJ", + "ðŁį ł", + "ঠ¤", + "චº", + "âĻ į", + "ìĺ Ļ", + "íĺ ĵ", + "ï¹ º", + "ðŁĽ ³", + "Å ī", + "á´ İ", + "âı ľ", + "âĶ ³", + "ê¸ ·", + "ì¡ Ķ", + "ðĿĴ Ī", + "ðĿĴ į", + "ðĿĴ ¹", + "ðĿĵ ĩ", + "ðĿķ Ł", + "ðĿĹ ¹", + "ðŁĮ ħ", + "ðŁı ´", + "Ä Ķ", + "Ä ¤", + "Å µ", + "Ç ¾", + "Ï ŀ", + "Ï ¶", + "Ô ³", + "Ü Ĩ", + "ß ©", + "à¡ Ĵ", + "ठĺ", + "චļ", + "འĸ", + "áģ Ĭ", + "áĥ ŀ", + "áĦ Ĥ", + "áĭ «", + "á´ º", + "Ḡ£", + "Ḡª", + "á¹ Ĥ", + "á¼ ·", + "á¿ ĩ", + "âĩ Į", + "âı ¬", + "âĻ Į", + "â® Ł", + "â´ »", + "âµ Ł", + "ê¦ ķ", + "ê¦ ª", + "ê¦ ®", + "ê² Ħ", + "ê¾ IJ", + "ëĥ ij", + "ëķ ĭ", + "ë¡ ¸", + "ë¬ Ģ", + "ìĩ ¤", + "ìĪ ©", + "ìľ ķ", + "ìŃ ĺ", + "ì· °", + "ì ·¸", + "íľ Ģ", + "ï¤ £", + "ï§ į", + "ï± Ħ", + "ï³ ij", + "ðĿIJ ¤", + "ðĿĴ ĵ", + "ðĿĴ ¶", + "ðĿĹ ¼", + "ðĿĻ Ĭ", + "ðŁĩ ¾", + "ðŁĮ Ľ", + "ðŁĮ ®", + "ðŁİ ĩ", + "ðŁİ ²", + "ðŁı Ľ", + "ðŁij ¥", + "ðŁij ´", + "ðŁĴ Ĩ", + "ðŁĵ Ĥ", + "ðŁĵ §", + "ðŁķ IJ", + "ðŁĸ ķ", + "ðŁĺ §", + "ðŁĻ Ģ", + "ðŁļ Ĵ", + "ðŁĽ «", + "ðŁ¤ ł", + "ðŁ¥ ļ", + "ðŁ¥ Ľ", + "ðŁ¥ £", + "Ç ¯", + "È §", + "Î Ĭ", + "Ò ²", + "× °", + "Û ij", + "áĥ ©", + "áĦ Į", + "áĪ į", + "áī ¥", + "áı Ĥ", + "âģ ±", + "âĬ ¢", + "âĹ ĵ", + "âĿ °", + "ë¿ ¡", + "ìĽ ©", + "íģ Ń", + "íĨ ³", + "íĬ Ħ", + "íĵ ¸", + "ï¥ £", + "ï¥ ´", + "ï± IJ", + "ï± ¯", + "ï³ ļ", + "ðĿĸ ĺ", + "ðĿĺ Ģ", + "ðŁIJ Ĭ", + "ðŁIJ Į", + "ðŁij ļ", + "ðŁĵ ĥ", + "ðŁļ Ľ", + "ðŁļ ª", + "ðŁ¤ °", + "Ä ´", + "áĥ ®", + "áĹ ¨", + "âĻ ®", + "â² ŀ", + "ãĪ Ķ", + "ì ħį", + "ãħ ĥ", + "ï¥ ¡", + "ຠ¡", + "Õ İ", + "Õ º", + "⬠Ľ", + "â½ ¤", + "ðĿIJ ²", + "âŀ µ", + "áĢ Ľ", + "âĶ ħ", + "âĨ Ł", + "â¼ Ĭ", + "ðŁĮ ½", + "ðŁļ ¿", + "ï¦ Ĭ", + "ãĦ £", + "⼠©", + "ï© Ľ", + "ðŁį ±", + "â¾ ¨", + "à´ ¤", + "áŀ ģ", + "ຠŀ", + "Ê ļ", + "ðĿIJ Ĵ", + "à´ ±", + "áŀ ľ", + "à® ©", + "à° Ĺ", + "à´ ļ", + "âĩ £", + "ï¦ ķ", + "Õ ħ", + "Æ ĺ", + "âĤ ¦", + "âĶ Ħ", + "ï¦ Ł", + "ï¦ «", + "ðĿIJ ģ", + "ðĿIJ ĥ", + "ðŁį ¸", + "ðŁIJ ²", + "Å ¶", + "É ĸ", + "ß ĺ", + "ภ¦", + "འĶ", + "áĨ ·", + "âģ ķ", + "âĵ Ĥ", + "âĿ ľ", + "ï¥ ¥", + "ï¬ ®", + "ðĿĹ Ŀ", + "ðĿĹ ¿", + "ðŁİ ¾", + "ðŁĹ Ŀ", + "ðŁ¦ Į", + "Æ ħ", + "Ç ª", + "Ò Ĺ", + "Ü Ľ", + "ß ł", + "à¡ ij", + "áī £", + "áĬ Ń", + "á¹ ¡", + "âŀ ¼", + "âŀ ¾", + "â´ ±", + "ãī ¡", + "ê³ ¯", + "ë½ Ī", + "ìĤ ĺ", + "ìī ij", + "ì «ĺ", + "íĮ ĥ", + "íĻ °", + "ï¤ Ĺ", + "ðŁĮ ¬", + "ðŁĮ °", + "ðŁį ¤", + "Ä »", + "Å ĩ", + "Æ ¨", + "É ķ", + "Ò ¢", + "Ò º", + "Ö į", + "× ±", + "Ú ±", + "Ú ½", + "Û IJ", + "ठĽ", + "à· Ģ", + "๠ļ", + "ຠ«", + "á´ ¹", + "á ½Ķ", + "á¾ ³", + "âĤ Ĵ", + "âĨ ´", + "âĩ Ŀ", + "âī ħ", + "â Į¨", + "âĵ ĵ", + "âĸ ¢", + "âļ ¬", + "âŀ Ń", + "â² Ĵ", + "ãİ ¿", + "ê¿ ´", + "ëĪ ±", + "ëį ¬", + "ëİ IJ", + "ëIJ «", + "ëĶ «", + "ë± ģ", + "ìĥ ¥", + "íĮ ¼", + "ïŃ ĵ", + "ï® ¥", + "ï² °", + "ðĿIJ ĩ", + "ðĿIJ ij", + "ðĿij Į", + "ðĿĵ ª", + "ðĿķ ļ", + "ðĿĺ ª", + "ðĿĺ ¼", + "ðĿļ Ľ", + "ðŁĩ ¶", + "ðŁĮ Ħ", + "ðŁĮ ķ", + "ðŁĮ ¤", + "ðŁĮ §", + "ðŁį ¬", + "ðŁİ ĭ", + "ðŁİ »", + "ðŁı ¨", + "ðŁIJ ĩ", + "ðŁij ĵ", + "ðŁĵ IJ", + "ðŁĵ Ļ", + "ðŁĶ ¼", + "ðŁķ Ĵ", + "ðŁĸ ı", + "ðŁĸ ¥", + "ðŁ¤ ¬", + "ðŁ¥ Ĭ", + "ðŁ¥ Ĵ", + "ß Į", + "ຠĦ", + "á¼ µ", + "âķ ¡", + "â² ¤", + "â´ ¼", + "âµ ¢", + "ãĪ ¯", + "ëĵ ¸", + "ëŁ ĩ", + "ëº į", + "ðĿĻ §", + "ðŁį Ī", + "ðŁĶ ¬", + "ðŁĸ Ĭ", + "ðŁ¤ ¾", + "Ë ¡", + "Ü ©", + "âĮ ¡", + "âŃ ij", + "â² ¦", + "ë© ī", + "ì¼ Ń", + "ï¿ ¤", + "ðĿĴ İ", + "ðĿĹ ¥", + "ðŁIJ µ", + "ðŁķ ¶", + "ðŁķ ¸", + "ðŁ¤ ľ", + "Õ ª", + "áĪ ĭ", + "ðŁ¥ µ", + "ï° ģ", + "áµ IJ", + "âķ ĵ", + "áĢ ĸ", + "âĭ Ī", + "É ŀ", + "âŀ ®", + "ॠ°", + "ãĨ ģ", + "ðŁĴ ±", + "ðŁı Ń", + "áĨ ¨", + "ðŁį ļ", + "ðŁ¦ IJ", + "á´ »", + "âĺ Į", + "à´ ķ", + "Õ ±", + "áħ ®", + "ðĿIJ Į", + "Å ¦", + "ຠķ", + "âľ Ļ", + "Ë ³", + "Ô µ", + "âķ Ĵ", + "ðĿĹ Ĺ", + "ðĿĹ ł", + "Ú ļ", + "ঠ§", + "âĨ Ŀ", + "âĻ ī", + "ãĮ »", + "ì¹ Ĭ", + "ðĿĹ º", + "ðŁ§ ĺ", + "ì³ £", + "ï¬ Ŀ", + "ðŁij º", + "Ç Ł", + "Î Ī", + "Î «", + "Ñ ¥", + "Ô ²", + "Õ ¨", + "Ü ¦", + "ঠĨ", + "ঠ¥", + "áIJ ¢", + "á¼ ģ", + "á¼ ĺ", + "á¼ ¦", + "âĵ Ŀ", + "ãĪ °", + "ãİ Ĺ", + "ê² ¡", + "ë¨ Ģ", + "ì£ Ķ", + "ì´ ¤", + "ìµ Ŀ", + "ï§ ´", + "ïŃ Ĭ", + "ï² Ł", + "ðĿIJ ·", + "ðĿij ĭ", + "ðĿĵ ī", + "ðĿĺ µ", + "ðŁĴ ·", + "ðŁĽ ©", + "ðŁ§ ¹", + "Å Ķ", + "Ê ŀ", + "Ë ¥", + "Î Į", + "Ñ ©", + "Ó IJ", + "Ó ł", + "Ú ij", + "Ú Ĵ", + "ß ¨", + "ઠĪ", + "áIJ ĥ", + "á¹ ¯", + "âĤ ĭ", + "âĤ µ", + "âĦ ħ", + "âĦ ł", + "âĪ £", + "âī º", + "âī »", + "âĬ Ľ", + "âĮ IJ", + "âİ ĵ", + "âĺ ¸", + "âĻ Ĵ", + "âļ Ĵ", + "âľ ĩ", + "âľ ł", + "â´ ·", + "âµ ĸ", + "ãĦ ¸", + "ãī ¢", + "ãī °", + "êĩ ´", + "ê´ ¸", + "êº ł", + "ëĤ ı", + "ëĤ ¢", + "ëIJ Ģ", + "ëº ´", + "ìĥ ľ", + "ìį ħ", + "ì¤ «", + "ì± ¦", + "ìº ij", + "ì¼ ģ", + "ì¿ ³", + "íĤ ģ", + "íħ ¡", + "íĴ Ĥ", + "íĴ ī", + "íľ Ħ", + "ïŃ ª", + "ï® ¬", + "ï¯ ¦", + "ï± ª", + "ï² ı", + "ï ´Ģ", + "ï» Ĩ", + "ï¿ ¦", + "ðĿij Ĺ", + "ðĿĸ Ļ", + "ðŁĮ ¡", + "ðŁį Ŀ", + "ðŁį §", + "ðŁİ «", + "ðŁı ĺ", + "ðŁı ª", + "ðŁIJ ĭ", + "ðŁIJ Ľ", + "ðŁIJ º", + "ðŁij ĸ", + "ðŁij ŀ", + "ðŁij ·", + "ðŁĵ Ģ", + "ðŁ ĶĦ", + "ðŁĶ Į", + "ðŁķ Ļ", + "ðŁĻ į", + "ðŁĻ İ", + "ðŁ¦ į", + "Ç °", + "É Ł", + "Ê Ĩ", + "Ô ¼", + "Ú ľ", + "ঠ¡", + "ঠ¶", + "áĴ ĥ", + "á¼ ©", + "âĵ ķ", + "â² Ī", + "ê° °", + "ê¹ ł", + "êº ħ", + "ëĦ ¹", + "ë¯ ĵ", + "íIJ Ī", + "ï§ ¶", + "ï® ij", + "ï² ¨", + "ðĿĴ ī", + "ðĿĴ Ķ", + "ðĿĹ ¨", + "ðĿĻ ŀ", + "ðĿļ Ĵ", + "ðĿļ ķ", + "ðŁIJ İ", + "ðŁ¤ ķ", + "ðŁ§ Ķ", + "Ï °", + "Ô Ŀ", + "âĮ Ĭ", + "âĴ ¾", + "ãī £", + "ïŃ ©", + "ðĿļ ŀ", + "Ê ij", + "ঠ¦", + "áĦ ĩ", + "âī ĥ", + "â² Ģ", + "ìŁ İ", + "ðĿij ¶", + "ðĿĵ ²", + "ðŁ İ·", + "ðŁļ ¹", + "ຠģ", + "áł ł", + "ãĦ ļ", + "ðŁIJ ¿", + "ἠļ", + "âķ ³", + "ðŁIJ Ń", + "âĴ ¹", + "ðĿĸ ļ", + "âĻ ĸ", + "ãĪ ²", + "âĨ ¾", + "áĦ Ĩ", + "âķ Ľ", + "ðŁ¤ į", + "â½ ¥", + "ðŁ Į¨", + "âĪ ®", + "ãĮ ĺ", + "ãį ij", + "ï¹ Ģ", + "âĵ Ĺ", + "âĬ Ħ", + "ðŁı ¹", + "Ë Ĵ", + "ðŁ¤ ±", + "ãı ľ", + "ðŁİ Į", + "ï¥ Ń", + "ঠ£", + "ðŁİ ¹", + "ãĬ Ł", + "à´ °", + "ðĿIJ Ķ", + "à´ ¨", + "འļ", + "âľ º", + "Õ ·", + "ðŁij ³", + "ঠľ", + "âĺ ĭ", + "âĻ Ĭ", + "ãĢ Ľ", + "È ĭ", + "à® °", + "áĥ ¨", + "âĦ ķ", + "íij Ģ", + "ðĿĵ ĥ", + "ðŁ¦ Ķ", + "Ä ¿", + "Å Ģ", + "Æ ³", + "É ļ", + "Ö ĥ", + "Ü £", + "ß Ł", + "ঠŃ", + "ৠ¡", + "ච»", + "ຠ£", + "འĩ", + "Ḡ¨", + "á½ Ī", + "â½ ¬", + "ê¡ Ķ", + "ì³ Ħ", + "ï¨ ī", + "ðĿIJ ¡", + "ðĿĺ ¢", + "ðŁį ¿", + "ðŁİ Ł", + "ðŁı ī", + "ðŁĶ IJ", + "ðŁļ ħ", + "ðŁ¤ ½", + "Æ į", + "Ç «", + "Ç ½", + "È ļ", + "Î ī", + "Ó ¤", + "Ó ª", + "Õ Ĭ", + "Ù ¼", + "Ú ´", + "ß Ŀ", + "චľ", + "á¼ ķ", + "á¿ ¥", + "âİ ŀ", + "ãĢ ļ", + "ãī ¤", + "ê³ ¸", + "ê· ģ", + "ëĵ Ħ", + "ëĵ ķ", + "ì¨ Ķ", + "ì± ¨", + "ðĿIJ ¾", + "ðĿij »", + "ðĿĶ ¼", + "ðĿķ Ŀ", + "ðĿĺ Ń", + "ðŁĨ Ļ", + "ðŁĵ ¤", + "ðŁĶ Ł", + "ðŁĹ ¼", + "Ä ľ", + "Æ ģ", + "Æ ¿", + "Ç ³", + "Ç ·", + "É ĥ", + "É ł", + "Ê ī", + "Ê §", + "Ë ²", + "Ï ´", + "Õ ģ", + "Õ ŀ", + "Ö ĩ", + "Û Ĥ", + "Û ĵ", + "ß Ĺ", + "ß ¦", + "ঠ¹", + "à® ³", + "à´ ¸", + "à» Ĥ", + "áĪ Ŀ", + "áĪ ª", + "áĭ µ", + "áIJ Ĭ", + "áĴ ª", + "áļ ĸ", + "áŀ Ľ", + "á´ ¢", + "áµ ı", + "áµ Ń", + "ᶠ«", + "Ḡı", + "ẠĴ", + "á¼ ¥", + "á½ ķ", + "á½ ¼", + "âĤ Ĭ", + "âĦ Ĥ", + "âĦ ©", + "âĩ ī", + "âī £", + "âĮ ł", + "âİ Ł", + "âı ®", + "âķ ĺ", + "âĹ ĸ", + "âĺ ©", + "âĻ ij", + "âĻ ²", + "âļ Ľ", + "ãĦ Ł", + "ãī ±", + "ãİ ļ", + "ê¡ ķ", + "êª ĸ", + "ê° ¹", + "ê² Ĩ", + "êµ Ħ", + "ëĩ ¬", + "ëĭ ¯", + "ëı ł", + "ëĴ ¬", + "ëĸ Ī", + "ëĸ ½", + "ëĺ Ķ", + "ëŀ ¸", + "ë¸ ħ", + "ë» ł", + "ë¿ Ł", + "ìĤ µ", + "ìĬ ī", + "ìľ °", + "ìł ĭ", + "ìł Ķ", + "ì¥ ¡", + "ìŃ Ŀ", + "ì¼ ¬", + "íĪ ĩ", + "íī ľ", + "íį Ħ", + "íĽ ¾", + "íĿ £", + "ï¤ ©", + "ï¤ ¯", + "ï¦ ľ", + "ï¦ §", + "ï§ ľ", + "ï¨ Ī", + "ï¬ ª", + "ï ¬´", + "ïŃ ½", + "ï® ī", + "ï¯ ŀ", + "ï° Ĵ", + "ï± ĩ", + "ï¿ Ħ", + "ðĿIJ ħ", + "ðĿij Ħ", + "ðĿij º", + "ðĿĴ Ĺ", + "ðĿĵ ®", + "ðĿķ Ľ", + "ðĿķ ŀ", + "ðĿĸ ij", + "ðĿĺ ģ", + "ðĿĺ Ĩ", + "ðĿĺ ¶", + "ðĿĻ ¢", + "ðĿļ ľ", + "ðŁĮ ĥ", + "ðŁĮ ¦", + "ðŁį Ł", + "ðŁİ İ", + "ðŁı Ļ", + "ðŁIJ ©", + "ðŁIJ «", + "ðŁIJ ´", + "ðŁij Ķ", + "ðŁĵ ī", + "ðŁĵ Ľ", + "ðŁĶ ī", + "ðŁĸ ¼", + "ðŁĹ ĥ", + "ðŁĹ ¯", + "ðŁļ ĩ", + "ðŁļ IJ", + "ðŁļ µ", + "ðŁ¤ ¶", + "ðŁ¥ ĭ", + "ðŁ¥ ĵ", + "ðŁ¥ ®", + "ðŁ¦ İ", + "ðŁ¦ ł", + "ðŁ§ Ĵ", + "ðŁ§ ¨", + "Æ IJ", + "Ç į", + "Ó Ģ", + "Ô Ľ", + "ಠ°", + "à´ Ļ", + "áĢ Ĵ", + "ê² Ŀ", + "ê¹ ¹", + "ë© ¥", + "ìĸ Ķ", + "ï¤ ģ", + "ï¤ ı", + "ï¦ ī", + "ï¦ ĵ", + "ï§ ī", + "ï² Ŀ", + "ðĿĹ ŀ", + "ðĿĹ ±", + "ðŁĮ ĭ", + "ðŁį ¶", + "ঠļ", + "ìķ ľ", + "ðĿIJ ¯", + "ðĿļ Ŀ", + "à° ¨", + "འĺ", + "འł", + "á¡ ¥", + "á¾ °", + "âģ į", + "âĶ °", + "⬠ľ", + "ðĿIJ ł", + "ðĿij ¯", + "ðĿĹ Ľ", + "ðĿĵ »", + "ðĿĸ Ī", + "âŀ »", + "áŀ ł", + "â¡ ±", + "â» ij", + "ðŁ§ µ", + "ï¦ ¢", + "ðŁij ĺ", + "ãĤ Ķ", + "â¼ Ł", + "ãĬ ¤", + "ï¦ Ŀ", + "ãĮ ¦", + "âĢ ¸", + "ðŁĶ Ļ", + "ã ¹", + "ã¹ ¦", + "ï¹ ħ", + "ï© Į", + "ãī ¨", + "ï¸ ½", + "âį ¥", + "ðŁļ ī", + "ðŁ¥ ľ", + "âĵ ľ", + "â» Ŀ", + "ï¨ ľ", + "ðŁĴ Ĵ", + "áĦ ij", + "â¾ ŀ", + "ï¨ ģ", + "à´ ª", + "áĦ İ", + "âŀ ´", + "ঠ·", + "áħ ¬", + "áŀ §", + "âĨ ¢", + "âķ ¦", + "âľ ij", + "Ë ¬", + "Õ IJ", + "༠Ķ", + "Ê ¤", + "Ë ¨", + "ठŀ", + "à» ĥ", + "༠ļ", + "âĵ ¥", + "âķ ľ", + "ðŁIJ ĸ", + "á¼ Ļ", + "á¼ ¤", + "ìĨ °", + "È Ĥ", + "Ê ±", + "à® ļ", + "áĥ §", + "á´ ĭ", + "á´ ®", + "âĿ ¡", + "âŀ ·", + "ëĿ ¡", + "ï§ ¢", + "ï¯ ¡", + "ðĿķ ķ", + "ðŁħ °", + "ðŁ¦ ¸", + "Ç ¸", + "Ó ŀ", + "Ô ¶", + "Ö Ĩ", + "Ú ģ", + "Û ĭ", + "áİ ¥", + "á¾ ¿", + "âĶ Ń", + "âĶ ®", + "êĢ Ģ", + "ê± ĺ", + "ëIJ Ń", + "ë½ Ħ", + "ìĶ IJ", + "ì¸ Į", + "íģ ł", + "íĻ ±", + "ï¥ ī", + "ï¨ ĸ", + "ðĿij ´", + "ðĿĸ Ĵ", + "ðĿĺ ¨", + "ðĿ ļĮ", + "ðŁIJ ¡", + "ðŁij ¢", + "ðŁĵ Ķ", + "Å ħ", + "Æ İ", + "È ©", + "Ò ª", + "Ô ĥ", + "áĥ «", + "Ḡĩ", + "⼠Ł", + "ê» Ń", + "ë¨ Ħ", + "ìŁ Ģ", + "ì¤ ´", + "íļ IJ", + "ï¤ ³", + "ðŁŁ ¢", + "Æ §", + "È ¼", + "Ê Ŀ", + "Ë Ħ", + "Ë ħ", + "Ë į", + "Ë §", + "Ò ¥", + "Õ Ķ", + "Ø ı", + "Ø ¼", + "ß IJ", + "ß ľ", + "ठĵ", + "ঠĻ", + "à® ĵ", + "ච´", + "༠į", + "༠Ĵ", + "འ£", + "áĢ Ĥ", + "áĢ Ĭ", + "áĦ Ħ", + "á Īĺ", + "áĭ Ĭ", + "áĮ į", + "áij ĭ", + "áŀ Ĥ", + "áł ¢", + "á¡ Ŀ", + "á´ ¦", + "áµ į", + "áµ ¨", + "Ḡ¡", + "Ḡ¯", + "á¼ £", + "âģ Ĥ", + "âĦ ĺ", + "âĦ ľ", + "âĦ ³", + "âĦ µ", + "âĨ ¦", + "âĩ Ĩ", + "âĪ ·", + "âĬ ļ", + "âĮ «", + "âĮ ¯", + "âİ Ľ", + "âİ ľ", + "âİ ¤", + "âİ ¦", + "âİ ®", + "âij ī", + "âĶ ī", + "âķ Ļ", + "âĸ Ĥ", + "âĹ Ń", + "âĺ Ĭ", + "âĺ į", + "âĺ Ĵ", + "âļ Ĩ", + "⼠§", + "⼠²", + "âŀ ĺ", + "⥠Ħ", + "â´ ³", + "â´ ½", + "âµ Ī", + "ãī ¯", + "ãİ ij", + "㧠¬", + "êĻ ¬", + "ê§ ģ", + "ê³ ¬", + "ê´ ŀ", + "ê» ľ", + "ëħ ĵ", + "ëĭ ¼", + "ëį ĸ", + "ëĸ ±", + "ëĿ °", + "ë¡ ¹", + "ë¢ ´", + "ë£ Ģ", + "ë¤ ł", + "ë¨ ķ", + "ëŃ ¥", + "ìĦ ¶", + "ìħ ¤", + "ìĮ ķ", + "ìį ª", + "ìı ©", + "ìĴ Ģ", + "ìĶ ¯", + "ìĿ Ķ", + "ìĿ ľ", + "ìł Ń", + "ì§ ¦", + "ì¨ ©", + "ì² ¬", + "ì³ ¥", + "ì¼ ¯", + "íĢ «", + "íĢ Ń", + "íĥ ¸", + "íĵ ģ", + "íķ ¬", + "íĹ ¸", + "íĽ ķ", + "íľ Ń", + "íĿ Ĺ", + "ï¤ Į", + "ï¤ ª", + "ï§ ¿", + "ï¬ Ħ", + "ï¬ ħ", + "ïŃ ij", + "ïŃ «", + "ïŃ º", + "ï® Ĥ", + "ï® ¢", + "ï® ¨", + "ï° İ", + "ï° ł", + "ï² £", + "ï³ IJ", + "ï³ Ĵ", + "ï³ ĺ", + "ï³ ľ", + "ï¹ ¼", + "ï¿ ¨", + "ðĿIJ ©", + "ðĿĴ ļ", + "ðĿķ Ķ", + "ðĿķ ¤", + "ðĿĸ Į", + "ðĿĹ £", + "ðĿĹ °", + "ðĿĹ ´", + "ðĿĺ Ĥ", + "ðĿĺ ¥", + "ðĿĺ ®", + "ðĿĺ ¸", + "ðĿĻ Ģ", + "ðĿĽ ¾", + "ðĿľ ı", + "ðŁĮ ģ", + "ðŁĮ ľ", + "ðŁĮ ¥", + "ðŁĮ ¯", + "ðŁį IJ", + "ðŁİ Ĵ", + "ðŁı Ķ", + "ðŁı ķ", + "ðŁı ®", + "ðŁIJ Ĥ", + "ðŁIJ ī", + "ðŁIJ ¹", + "ðŁĶ ķ", + "ðŁĶ ļ", + "ðŁķ ij", + "ðŁķ £", + "ðŁĹ ŀ", + "ðŁĹ ¡", + "ðŁĹ ¿", + "ðŁļ Ĩ", + "ðŁļ Ĭ", + "ðŁļ ĵ", + "ðŁļ ķ", + "ðŁļ ¾", + "ðŁĽ ģ", + "ðŁĽ İ", + "ðŁĽ ı", + "ðŁ¤ ´", + "ðŁ¥ ķ", + "ðŁ¥ ĸ", + "ðŁ¥ ł", + "ðŁ¥ ¥", + "ðŁ¦ Ĩ", + "ðŁ¦ ī", + "ðŁ¦ ļ", + "ðŁ§ ij", + "ðŁ§ ¥", + "ðŁ§ ¿", + "Å °", + "Æ º", + "É §", + "ઠĩ", + "à® £", + "áĪ Ī", + "áĬ ¤", + "áĭ ®", + "áĮ Ī", + "áĮ µ", + "ᥠ²", + "âĵ Ł", + "êĻ ³", + "ê° Ĭ", + "ëķ ģ", + "ëķ ¨", + "ìĬ ģ", + "ï¦ µ", + "ï¬ ²", + "ðĿĸ į", + "ðĿĺ Į", + "ðĿĺ ³", + "ðĿĻ ©", + "ðŁį Ļ", + "ðŁĸ ĸ", + "áī ³", + "áĭ ¨", + "áĸ ĩ", + "áŀ Į", + "á¹ §", + "âķ ª", + "âŀ ļ", + "â² ĺ", + "ê ķ", + "êķ ¥", + "ï¤ ·", + "ï® £", + "ï¯ ł", + "ðĿĴ ĸ", + "ðĿķ ĺ", + "ðĿĸ ĩ", + "ðĿĹ Ł", + "ðĿĹ ª", + "ðĿĹ ¯", + "ðĿĻ ł", + "ðŁĵ ı", + "ঠĹ", + "âĴ »", + "â² ł", + "ðĿĵ µ", + "Ê £", + "à° ľ", + "áĬ ¢", + "áŀ IJ", + "Ḡ·", + "âĦ Ľ", + "âĩ Ģ", + "âĩ Ĭ", + "êĴ ¦", + "ê¦ ł", + "ï® ¤", + "ðŁį Ľ", + "ðŁ¤ Ľ", + "ᨠ¾", + "âŀ º", + "áķ ¯", + "ἠı", + "âĩ Ĥ", + "âĶ ¹", + "âĻ Ĺ", + "ðŁĸ ¨", + "ê¦ ı", + "ઠ°", + "áļ ¨", + "ðŁ¤ ¥", + "ðŁ§ ¢", + "ãIJ Ĥ", + "ãĦ ¥", + "ðŁĸ Į", + "â¼ Ĵ", + "ãĬ §", + "âį ©", + "ðŁ¦ ij", + "âĶ ·", + "ï© IJ", + "ï© ¡", + "ðĵ Ī", + "ðĵĪ Ĵ", + "â» Ħ", + "ï¨ Ĵ", + "âĦ ª", + "Ò §", + "Ú Į", + "âĢ ¶", + "⺠ł", + "â» ģ", + "âĨ ¸", + "áĦ IJ", + "ãħ IJ", + "à» Ħ", + "áĹ ª", + "âĨ ¼", + "âĩ ĭ", + "âĩ ĺ", + "âĮ ij", + "âĸ ©", + "ðĿIJ Ĺ", + "Ä Ĭ", + "ঠī", + "ìī ł", + "É ¤", + "ß į", + "ß ı", + "áµ Ĺ", + "âĤ ¥", + "âĵ ī", + "âĶ ł", + "âĶ ¨", + "âķ Ħ", + "ä ¤", + "ä¤ Ģ", + "ê» ¸", + "ï® ģ", + "ðĵ Ĥ", + "ðĵĤ ĥ", + "ðŁ¦ ķ", + "Æ Ľ", + "ঠĩ", + "ãı ĺ", + "ï® ¼", + "Ú ĵ", + "Ú Ŀ", + "ঠĵ", + "ච¯", + "á´ ħ", + "á½ Ļ", + "âģ ¼", + "âĸ İ", + "â¼ ©", + "ä Ķ", + "äĶ Ģ", + "ë» ¡", + "ìĽ ½", + "íģ Ħ", + "ï¥ ¼", + "ï± ī", + "ï¹ »", + "ðĿĸ ĭ", + "ðĿĻ Ī", + "ðĿĻ ª", + "ðĿ Ļ¶", + "ðŁIJ Ħ", + "ðŁIJ Ĩ", + "áİ ¢", + "ḠĮ", + "âĿ ´", + "ðŁı ¸", + "È Ŀ", + "É ¸", + "Î ħ", + "Ï ľ", + "Ó ¢", + "Õ ¹", + "à´ ħ", + "ຠĪ", + "áĭ °", + "áij İ", + "áł µ", + "á¡ ł", + "á´ ī", + "Ḡµ", + "á¿ ´", + "âĵ £", + "âĶ ¶", + "â½ ¯", + "ê² ¥", + "ê¿ ĺ", + "ëģ İ", + "ëİ Ī", + "ëĶ ¯", + "ë² °", + "ìĺ ¯", + "ìĽ ¸", + "ìŀ Ĺ", + "ì§ ĺ", + "ì¬ ¬", + "ì· ¬", + "íģ ħ", + "íĵ Ķ", + "íĽ Ŀ", + "ï¤ ®", + "ï¤ ¹", + "ï¥ ²", + "ï¯ ĸ", + "ðĿĵ ħ", + "ðĿĻ Ħ", + "ðŁĵ ¶", + "ðŁĹ Ĵ", + "ðŁ¥ Ķ", + "ðŁ¥ Ń", + "Å ®", + "Å ´", + "Æ ī", + "Æ «", + "Ç ģ", + "Ç £", + "Ç º", + "Ç ¼", + "È į", + "È ¯", + "É ľ", + "Ê ¬", + "Ë ģ", + "Ë ¤", + "Ë µ", + "Ï Ľ", + "Ò ¤", + "Ò ¬", + "Ó ı", + "Ó Ľ", + "Ó ¡", + "Ó ³", + "Ô Į", + "Ô ¬", + "Õ ³", + "Ù »", + "Ú ī", + "Ú §", + "Ü ľ", + "ß ª", + "ठĿ", + "ঠĽ", + "ਠĨ", + "ઠķ", + "ઠ¡", + "à® İ", + "à° ¬", + "ൠ»", + "ൠ¼", + "චł", + "චŃ", + "ච¶", + "à· Ĩ", + "༠½", + "áĢ ļ", + "áħ ¢", + "áĨ ¸", + "áĪ Ģ", + "áĪ ķ", + "áĪ °", + "áī ¡", + "áī ¤", + "áĬ ¦", + "áĬ «", + "áĭ ĭ", + "áĭ į", + "áİ ¯", + "áij Ń", + "áķ Ĺ", + "ᣠĽ", + "ᥠĴ", + "á© ī", + "áŃ º", + "á´ ¡", + "áµ ĺ", + "áµ Ľ", + "ᶠł", + "Ḡģ", + "Ḡĭ", + "á¹ Ļ", + "á¹ Ŀ", + "á¹ ¦", + "Ạħ", + "á¼ Ĥ", + "á½ ĥ", + "á½ į", + "á½ §", + "á¾ ·", + "âĢ µ", + "âĤ İ", + "âĦ Ŀ", + "âħ Ģ", + "âĨ ŀ", + "âĨ §", + "âĩ ħ", + "âĪ ĥ", + "âī ı", + "âī ½", + "âĬ ŀ", + "âĬ ¡", + "âĬ §", + "â Ĭ¶", + "âĭ Ħ", + "âİ Ĵ", + "âİ ¡", + "âİ £", + "âİ ª", + "âı İ", + "âĵ ĥ", + "âĵ ĸ", + "âĵ ¨", + "âķ ĭ", + "âķ ĸ", + "âķ ¢", + "âķ ²", + "âĸ Ĩ", + "âĸ Ĭ", + "âĸ į", + "âĸ ®", + "âĺ ¡", + "âĺ ¦", + "âĺ ±", + "âĺ ¿", + "âĻ ĺ", + "âĻ Ŀ", + "âļ °", + "⼠ij", + "âŀ ª", + "⤠Ŀ", + "⤠¢", + "⤠·", + "⧠«", + "⨠Ń", + "⨠¯", + "â± £", + "â² İ", + "âµ Ľ", + "ãħ Ķ", + "ãĪ ı", + "ãī ²", + "ãī ³", + "ãĬ ij", + "ãĭ Ľ", + "ãİ IJ", + "ê² ¤", + "ê· ¿", + "ê¹ ŀ", + "ê» ¨", + "ê¼ į", + "ê¿ ¸", + "ëĥ ¬", + "ëĩ IJ", + "ëĭ ł", + "ëį ¯", + "ëĹ Į", + "ëĹ ij", + "ë¥ Ģ", + "ëª ĥ", + "ëª ¯", + "ë± ¡", + "ë³ ĵ", + "ë³ ½", + "ë µľ", + "ìĤ ³", + "ìħ ¥", + "ìĩ ½", + "ìı ¨", + "ìı ¸", + "ìķ į", + "ìĸ ĸ", + "ìŁ ¨", + "ì¢ ĥ", + "ì¢ į", + "ì¥ ij", + "ì§ ¼", + "ì© ĥ", + "ì® ľ", + "ì® ¸", + "ì³ ij", + "ì´ ¥", + "ì¾ ĥ", + "íħ ¦", + "íĪ ¿", + "íĵ ½", + "íķ ³", + "íĸ ı", + "íĹ ł", + "íĿ «", + "ï¤ ĵ", + "ï¤ ĺ", + "ï¥ İ", + "ï¥ ¶", + "ï¦ ħ", + "ï¦ ½", + "ï§ ĩ", + "ï¬ Ĩ", + "ï¬ ³", + "ï® ĩ", + "ï® Ī", + "ï® Ŀ", + "ï® ©", + "ï® ±", + "ï¯ ĺ", + "ï¯ Ļ", + "ï¯ ¢", + "ï¯ £", + "ï¯ ¤", + "ï¯ ¥", + "ï± Ĥ", + "ï² Ĩ", + "ï² ª", + "ï´ ¼", + "ïº ī", + "ïº Ĭ", + "ïº ¥", + "ðĿij ¨", + "ðĿij ©", + "ðĿij ²", + "ðĿ ĴĮ", + "ðĿĴ ª", + "ðĿĴ ®", + "ðĿĵ Ĥ", + "ðĿĵ Ī", + "ðĿĵ ¯", + "ðĿĶ ¨", + "ðĿķ Ģ", + "ðĿķ Ĩ", + "ðĿķ ¦", + "ðĿķ §", + "ðĿķ «", + "ðĿķ ·", + "ðĿĹ µ", + "ðĿĹ ¸", + "ðĿĺ Ħ", + "ðĿĺ Ļ", + "ðĿĺ ł", + "ðĿĺ ¬", + "ðĿĻ į", + "ðĿĻ ij", + "ðĿĻ ¡", + "ðĿ Ļ¨", + "ðĿĻ ·", + "ðĿļ į", + "ðĿĽ ¿", + "ðŁ ĥ", + "ðŁĥ ı", + "ðŁħ ĺ", + "ðŁ ī", + "ðŁī ij", + "ðŁİ ¡", + "ðŁİ ª", + "ðŁİ ±", + "ðŁİ ³", + "ðŁİ º", + "ðŁı İ", + "ðŁı Ĺ", + "ðŁı ļ", + "ðŁı ŀ", + "ðŁı ¦", + "ðŁı §", + "ðŁIJ ģ", + "ðŁIJ ħ", + "ðŁIJ ĵ", + "ðŁĴ Ĥ", + "ðŁĵ ij", + "ðŁĵ ĵ", + "ðŁĵ ¨", + "ðŁĵ «", + "ðŁĶ ĭ", + "ðŁĶ Ń", + "ðŁĶ ¯", + "ðŁķ Ĺ", + "ðŁļ Ĥ", + "ðŁļ ¢", + "ðŁļ ¦", + "ðŁļ ¬", + "ðŁĽ ĭ", + "ðŁĽ Į", + "ðŁĽ ¬", + "ðŁĽ ¶", + "ðŁŁ ¡", + "ðŁ¥ ĺ", + "ðŁ¥ Ł", + "ðŁ¥ ¦", + "ðŁ¦ ĩ", + "ðŁ¦ Ī", + "ðŁ§ Ĭ", + "ðŁ§ Ĺ", + "ðŁ§ ¤", + "Ê ·", + "Ë ¹", + "á¹ ļ", + "á½ ¥", + "âĦ Ł", + "ê² ¯", + "ê» «", + "ë° ·", + "ìĥ Ĩ", + "ìĽ Ŀ", + "ì¨ ī", + "ì« ı", + "ï¯ ķ", + "ðĿľ ĭ", + "É ²", + "Ò Ń", + "Ó Ī", + "འĽ", + "áĭ ĵ", + "áĻ Ń", + "áł ©", + "á¹ ®", + "âĦ Ĵ", + "âĨ »", + "âµ ĥ", + "ëĢ ¨", + "ëł §", + "ìī ¥", + "ìĮ ľ", + "ìĹ ¶", + "ì¨ Ī", + "ìª ¾", + "íı ½", + "íļ Ķ", + "íĽ µ", + "ï¤ ¸", + "ï¦ IJ", + "ï§ Ĺ", + "ï§ ļ", + "ï¬ ¯", + "ðĿIJ Ĭ", + "ðĿķ Ĺ", + "ðĿĹ ļ", + "ðĿļ ĸ", + "ðŁħ ´", + "È ĥ", + "É Ŀ", + "Ï ±", + "Ó Ĺ", + "ठ¢", + "áħ ł", + "áī ¦", + "áij Į", + "áĴ ¼", + "áŀ ¡", + "áł ¨", + "áł Ń", + "ᨠħ", + "ᨠĶ", + "á´ ĺ", + "ᶠ¦", + "Ḡİ", + "á¼ ħ", + "á¼ ¹", + "âĨ ¯", + "âĵ İ", + "ãı Į", + "ê ī", + "êī Ĥ", + "ëĨ §", + "ëĿ ±", + "ì¢ ¡", + "íĪ ½", + "ï¤ ĩ", + "ï¤ Ľ", + "ðĿIJ ķ", + "ðĿĵ ¸", + "ðĿĵ ¼", + "ðĿĹ ķ", + "ðĿĺ Ī", + "ðŁı £", + "ðŁı ¤", + "ðŁĹ Ħ", + "Ñ ·", + "Ò ł", + "áµ ĸ", + "á¼ ¨", + "ë¬ Ħ", + "ï° ´", + "âĪ ½", + "Õ Ń", + "Ú ¹", + "ॠŁ", + "áĢ Ĩ", + "áŀ Ĵ", + "ãĢ ¶", + "ê¦ «", + "ï¸ ĵ", + "ðĿIJ Ľ", + "ðĿĺ Ĺ", + "ðŁı ľ", + "ì« Ń", + "ðŁ§ ŀ", + "འĤ", + "âĨ ¿", + "âĩ ı", + "âĵ ģ", + "âĶ §", + "âķ ģ", + "âķ ¤", + "ê¦ Ĺ", + "ê¦ ¤", + "ðŁı Ī", + "áŀ ķ", + "Ô ½", + "ઠĹ", + "ଠĨ", + "âķ ķ", + "ï½ ł", + "â¼ ¦", + "â¼ ¯", + "â¾ ·", + "âĶ ĸ", + "ଠĵ", + "âĺ Ĺ", + "âį ĭ", + "ï¨ Ŀ", + "â¼ ¥", + "ï¦ ª", + "âĦ Ĭ", + "ãĢ ´", + "âį ¢", + "ð¡ Ī", + "ð¡Ī ½", + "ï© ¨", + "ãĢ »", + "ãı ĥ", + "ï¦ ¡", + "ï¨ ĺ", + "ðŁIJ ĥ", + "ðŁĨ ĸ", + "ðŁĹ ¾", + "ãĦ ĩ", + "Þ ĭ", + "â¼ ¼", + "ï¨ Ń", + "Þ Ģ", + "Þ Ħ", + "Þ Ī", + "Þ IJ", + "âĮ Ħ", + "â» ĺ", + "ãŁ ¢", + "á ħ§", + "ðIJĮ ¿", + "Ë »", + "ಠĹ", + "áĢ ĩ", + "áŀ Ĭ", + "âķ ĩ", + "ãĩ ¼", + "ãİ °", + "Õ Ĵ", + "Ü Ī", + "ß ¥", + "à¿ IJ", + "áĢ Ł", + "âĨ ¥", + "âķ Į", + "â½ Ģ", + "â½ °", + "â¾ Ĭ", + "ä Ħ", + "äĦ Ģ", + "ðĵ IJ", + "ðĵIJ į", + "ðŁİ ¦", + "âĤ ¯", + "âĬ ĺ", + "âĦ į", + "Ê µ", + "Ñ ¶", + "Ú ĥ", + "ঠĶ", + "à´ ¦", + "áİ ¶", + "áĵ ķ", + "á¹ ¨", + "âĤ ł", + "âĩ °", + "âĹ Ĵ", + "â¿ Ĭ", + "ê· ±", + "ì¹ ķ", + "íĪ ©", + "ïŃ Ģ", + "ðĿĴ ¸", + "ðĿĵ Ĭ", + "ðĿĺ ©", + "Ç ¦", + "É «", + "áĬ ¨", + "È ¹", + "Ê ¯", + "Î ª", + "Ú Ģ", + "áĮ ¸", + "áİ »", + "áı ķ", + "áı ´", + "á² Ĥ", + "á½ ¨", + "âı Ŀ", + "âĺ Ļ", + "ëĥ ¨", + "ëĦ ¼", + "ëĪ Ļ", + "ë£ ħ", + "ìĶ ¼", + "ìķ Ŀ", + "ìļ ¬", + "ìľ ±", + "ï¥ Ĥ", + "ï¦ ¹", + "ï¬ ¹", + "ïŃ ģ", + "ï³ Ī", + "ðĿĶ ħ", + "ðĿĺ ¤", + "ðĿĻ ı", + "ðĿĻ Ļ", + "ðŁķ ī", + "ðŁ§ Ļ", + "Ḡij", + "ê´ ¼", + "ëģ į", + "ëĹ ´", + "ëĿ ³", + "ë° ŀ", + "ë° ¢", + "ëµ ĺ", + "ìĤ Ķ", + "ìĦ Ħ", + "ì¼ ļ", + "íĢ ł", + "íĬ ±", + "íĮ ĸ", + "ï¤ ij", + "ï¦ ´", + "ï¦ ¸", + "ï´ į", + "ðĿĺ ·", + "Ä ¬", + "Å ¬", + "Æ Ģ", + "Æ ĭ", + "Æ ľ", + "Ç ij", + "Ç ĺ", + "Ç ŀ", + "Ç ¥", + "Ç ®", + "É °", + "É ¶", + "É ·", + "É ½", + "Ê Ī", + "Ê IJ", + "Ë İ", + "Ë Ł", + "Ë ¦", + "Ë ¯", + "Ï IJ", + "Ï ĵ", + "Ï ¢", + "Ï ¤", + "Ï ª", + "Ï Ń", + "Ï ®", + "Ï »", + "Ñ ł", + "Ñ Ń", + "Ò ¨", + "Ó Ŀ", + "Ô ¡", + "Ô ·", + "Õ ī", + "Õ ĵ", + "Õ ĸ", + "Õ ļ", + "Õ Ŀ", + "Ö İ", + "Ø ¿", + "Ú ħ", + "Ú į", + "Ú Ķ", + "Û Ĭ", + "Û ¾", + "Ü Ļ", + "Ý Ĵ", + "Ý ĺ", + "ß Ĵ", + "ß ĸ", + "ठĬ", + "ठIJ", + "ঠı", + "ঠĸ", + "ৠŁ", + "ઠ®", + "ઠ¹", + "à® ħ", + "à® Ĩ", + "à° ¡", + "à° °", + "ಠļ", + "ಠ®", + "ಠ¯", + "à´ Ł", + "à´ ·", + "ൠ¾", + "චij", + "චŀ", + "༠¼", + "འĵ", + "áĢ ĵ", + "áĤ ¦", + "áĥ ĸ", + "áĥ Ń", + "áĥ ¯", + "áħ ¨", + "áħ ª", + "áĨ °", + "áĪ ģ", + "áĪ İ", + "áĪ ĵ", + "áĪ ¥", + "áĪ ²", + "áĪ ´", + "áĪ »", + "áī ł", + "áī ²", + "áī ¶", + "áĬ £", + "áĬ ¥", + "áĬ ª", + "áĭ ĺ", + "áĭ ²", + "áĭ ¶", + "áĮ £", + "áį ¡", + "áį £", + "áİ ¬", + "áİ ¾", + "áIJ ¡", + "áķ ķ", + "áĸ ±", + "áĹ IJ", + "áĹ Ń", + "áĺ ī", + "áļ ±", + "ἠŁ", + "áŀ ¥", + "ᣠĶ", + "áł £", + "áł ª", + "áł °", + "áł ´", + "ᤠĸ", + "ᥠ£", + "á ®", + "á® ł", + "á ¯", + "ᯠĻ", + "á °", + "á° į", + "á´ Ĭ", + "á´ ¾", + "áµ ģ", + "áµ İ", + "áµ ŀ", + "áµ ¤", + "ᶠħ", + "ᶠĺ", + "ᶠŁ", + "ᶠ¢", + "ᶠ¤", + "ᶠ±", + "ᶠ»", + "Ḡī", + "Ḡŀ", + "Ḡº", + "á¹ ĵ", + "á¹ Ĺ", + "á¹ ª", + "ẠĬ", + "Ạı", + "ẠĽ", + "á¼ ĥ", + "á¼ Į", + "á¼ ¿", + "á½ Ĥ", + "á½ ĵ", + "á½ Ĺ", + "á½ ¦", + "á¾ ±", + "á¾ ´", + "á¿ ĺ", + "á¿ Ł", + "á¿ ¸", + "âģ ĺ", + "âĤ ij", + "âĤ Ľ", + "âĤ ¿", + "âĦ ĩ", + "âĦ ŀ", + "âĦ ±", + "âĩ Ł", + "âĩ ²", + "âĪ ¤", + "âĪ ¶", + "âī Ĥ", + "âī ¾", + "âĬ ¨", + "âĬ ³", + "âĬ ·", + "âĭ Į", + "âĭ ĺ", + "âĮ ķ", + "âĮ ¥", + "âĮ µ", + "âĮ º", + "âį £", + "âį ²", + "âį µ", + "âİ ĩ", + "âı ĥ", + "âı IJ", + "âı ł", + "âı ¤", + "âı ¶", + "âı ¸", + "âı ¹", + "âij Ĥ", + "âĴ ·", + "âĴ º", + "âĵ ¡", + "âĵ ¤", + "âĶ ¾", + "âĸ ĺ", + "âĸ µ", + "âĹ ª", + "âĹ ·", + "âĺ ¨", + "âĺ «", + "âĺ ²", + "âĺ ³", + "âĻ Ĩ", + "âļ ¤", + "âļ ¥", + "⼠ĵ", + "⼠´", + "⼠¾", + "âŀ «", + "âŀ ¿", + "⣠·", + "⤠ij", + "⤠«", + "⤠¶", + "⤠½", + "⧠ª", + "⨠Ģ", + "â ©½", + "⬠¡", + "⬠¢", + "⬠¤", + "â² ĸ", + "â² ª", + "âµ Ģ", + "⸠®", + "⸠½", + "ãĢ ł", + "ãĢ ·", + "ãĦ Į", + "ãĦ ĺ", + "ãħ ij", + "ãĪ İ", + "ãĪ IJ", + "ãĬ ľ", + "ãĮ ĵ", + "ãĮ ł", + "ãİ Ł", + "ãİ ¤", + "ãİ §", + "㬠®", + "ä Ī", + "äĪ Ģ", + "ä °", + "ä° Ģ", + "ê ħ", + "êħ ī", + "êĩ Ĺ", + "ê Ī", + "êĪ į", + "ê§ Ĥ", + "ê§ Ĭ", + "êª Ģ", + "ê² Ī", + "ê² į", + "ê³ Ģ", + "êµ ł", + "ê½ IJ", + "ê¾ Ī", + "ê¿ ±", + "ëĥ ı", + "ëĦ ij", + "ëħ ¤", + "ëĩ ¸", + "ëĪ ¼", + "ëī ħ", + "ëĬ £", + "ëĭ º", + "ëį ŀ", + "ëIJ Į", + "ëķ ¸", + "ëĺ ł", + "ëĻ ĩ", + "ëĻ Ī", + "ëľ ½", + "ëŀ Ķ", + "ëł ľ", + "ë£ IJ", + "ë§ Ģ", + "ë§ Ĭ", + "ëª Ģ", + "ë¬ Ń", + "ë¯ ¾", + "ë³ ľ", + "ë´ Ĭ", + "ëµ ī", + "ë· ľ", + "ë¸ Ģ", + "ë¹ ĭ", + "ìģ Ħ", + "ìĤ £", + "ìĤ »", + "ìĦ µ", + "ìħ Ĵ", + "ìī Ī", + "ìī Ķ", + "ìĬ Į", + "ìĬ Ļ", + "ìIJ ´", + "ìĵ º", + "ìķ ļ", + "ìķ º", + "ìĸ ľ", + "ìĹ ª", + "ìĺ ľ", + "ìĻ ¤", + "ìļ Ľ", + "ìļ º", + "ìĿ ħ", + "ìĿ ı", + "ìĿ Ń", + "ìĿ ¶", + "ìł Ľ", + "ì¡ Ī", + "ì¢ ī", + "ì¢ Ķ", + "ì© ł", + "ìŃ Į", + "ì¯ ©", + "ì´ £", + "ì¸ ķ", + "ì¹ Ł", + "ì¾ ¡", + "ì¿ Ļ", + "íģ ĩ", + "íģ ī", + "íĩ Ģ", + "íĪ ¶", + "íĸ ij", + "íĸ ¤", + "íĹ ħ", + "íľ ı", + "íĿ Ŀ", + "ï¤ Ĵ", + "ï¤ ķ", + "ï¤ ¬", + "ï¥ ħ", + "ï¥ ĩ", + "ï¥ ı", + "ï¥ ļ", + "ï¥ Ł", + "ï¦ Ħ", + "ï¦ Ī", + "ï¦ ¨", + "ï¦ ©", + "ï¦ ²", + "ï§ ģ", + "ï§ ĥ", + "ï§ Ķ", + "ï§ ł", + "ï§ £", + "ï§ ®", + "ï ŃIJ", + "ïŃ ĸ", + "ïŃ ¦", + "ïŃ ´", + "ïŃ µ", + "ïŃ ¶", + "ïŃ ¸", + "ï® Į", + "ï® İ", + "ï® ŀ", + "ï® Ł", + "ï® ¡", + "ï® ª", + "ï¯ Ķ", + "ï¯ Ĺ", + "ï¯ ļ", + "ï¯ Ľ", + "ï¯ Ŀ", + "ï¯ Ł", + "ï¯ §", + "ï¯ ¨", + "ï¯ «", + "ï¯ ¯", + "ï¯ °", + "ï¯ ±", + "ï¯ ²", + "ï¯ ³", + "ï¯ ´", + "ï¯ µ", + "ï¯ ¶", + "ï° Ģ", + "ï± ħ", + "ï± Ķ", + "ï± ´", + "ï² ģ", + "ï³ ķ", + "ï· ½", + "ï¸ ķ", + "ï¸ ±", + "ï¹ £", + "ï¹ ½", + "ï» į", + "ï¾ ±", + "ðĿIJ Ļ", + "ðĿIJ ½", + "ðĿij ¤", + "ðĿij ®", + "ðĿij µ", + "ðĿĴ ĥ", + "ðĿĴ Ħ", + "ðĿĵ Ń", + "ðĿĵ ·", + "ðĿĶ ĸ", + "ðĿĶ ŀ", + "ðĿĶ ¢", + "ðĿĶ ¦", + "ðĿĶ ¬", + "ðĿķ Ħ", + "ðĿķ Ĭ", + "ðĿķ İ", + "ðĿķ Ļ", + "ðĿķ ľ", + "ðĿķ Ń", + "ðĿķ ³", + "ðĿķ ¸", + "ðĿķ ¾", + "ðĿ ĸī", + "ðĿĸ ı", + "ðĿĺ ĩ", + "ðĿĺ ī", + "ðĿĺ ĸ", + "ðĿĺ Ľ", + "ðĿĺ ŀ", + "ðĿĺ «", + "ðĿĺ ¾", + "ðĿĻ ĩ", + "ðĿĻ ī", + "ðĿĻ ĭ", + "ðĿĻ İ", + "ðĿĻ ĺ", + "ðĿĻ ¥", + "ðĿļ ĥ", + "ðĿļ IJ", + "ðĿļ Ķ", + "ðĿľ ĥ", + "ðŁĦ ·", + "ðŁħ Ŀ", + "ðŁħ ¾", + "ðŁĨ Ĥ", + "ðŁĨ ĵ", + "ðŁĮ Ĥ", + "ðŁĮ Ĩ", + "ðŁĮ ī", + "ðŁĮ ij", + "ðŁĮ ĺ", + "ðŁĮ ©", + "ðŁĮ «", + "ðŁį ¢", + "ðŁį ¥", + "ðŁİ Ľ", + "ðŁİ ¢", + "ðŁİ ´", + "ðŁij ¡", + "ðŁĴ ¾", + "ðŁĵ Ń", + "ðŁĶ Ī", + "ðŁĶ ¦", + "ðŁĶ ²", + "ðŁĶ ³", + "ðŁķ ĵ", + "ðŁķ ķ", + "ðŁķ ĺ", + "ðŁķ Ł", + "ðŁķ ·", + "ðŁĹ ³", + "ðŁļ Ħ", + "ðŁļ Ķ", + "ðŁļ ĸ", + "ðŁĽ IJ", + "ðŁĽ ¤", + "ðŁĽ ¸", + "ðŁ ł", + "ðŁł ³", + "ðŁ¤ ¹", + "ðŁ¥ ĥ", + "ðŁ¥ ¨", + "ðŁ¥ ª", + "ðŁ¥ ¾", + "ðŁ¦ ĥ", + "ðŁ¦ Ĵ", + "ðŁ¦ Ļ", + "ðŁ¦ ¶", + "ðŁ§ ł", + "ðŁ§ ª", + "ðŁ§ Ń", + "ðŁ§ ²", + "𣠷", + "𣷠Ń", + "ð¦ ĺ", + "ð¦ĺ Ĵ", + "Æ ij", + "Ç Ļ", + "È ®", + "Ø ł", + "Ú Ħ", + "Ü Ģ", + "ß ¢", + "áī Ģ", + "áĬ IJ", + "áİ ł", + "Ạŀ", + "ëĪ ŀ", + "ëķ Ł", + "ë£ ģ", + "ë¤ Ĺ", + "ìĦ ¥", + "ìħ ij", + "ìĸ IJ", + "ìĽ Ľ", + "ì£ ķ", + "íİ ı", + "íĽ ĵ", + "ï¥ º", + "ï³ Ľ", + "ï´ «", + "ðĸ §", + "ðĸ§ ·", + "ðĿķ ģ", + "ðŁIJ ª", + "ðŁĴ Ī", + "ðŁĵ ł", + "ðŁķ Ľ", + "ðŁķ ´", + "Ñ Ŀ", + "Ó Ĭ", + "ॠ²", + "ઠª", + "áĥ ¤", + "áį IJ", + "ᶠ°", + "á¼ Ŀ", + "á½ ©", + "âĭ ĭ", + "âĴ ½", + "âĻ ¾", + "â ½Ķ", + "â¾ ¯", + "ãĦ Ĵ", + "ãħ ļ", + "ëIJ į", + "ë· ģ", + "ìĭ Ģ", + "ìļ Ŀ", + "ì¥ °", + "ìº ´", + "íĭ ī", + "íĿ ½", + "ï¦ Ģ", + "ï¦ ¿", + "ï§ ħ", + "ï§ ĵ", + "ïŃ ¯", + "ï® Ĩ", + "ðIJ¤ ķ", + "ðĿIJ Ł", + "ðĿĴ ħ", + "ðĿĵ ľ", + "ðĿĶ °", + "ðĿĶ »", + "ðĿĺ į", + "ðĿĻ ¯", + "ðŁĦ ½", + "ðŁħ Ĥ", + "ðŁħ Ķ", + "ðŁħ ½", + "ðŁĵ ´", + "ðŁ§ ĸ", + "Ó Ĵ", + "Ḡ²", + "ëī ¼", + "Ç ı", + "È ĵ", + "Ê ¸", + "Õ Ĥ", + "Û ħ", + "ß ¡", + "ß £", + "à® ¯", + "à° Ī", + "ಠ¸", + "ຠ®", + "༠ķ", + "áĢ İ", + "áĨ ¡", + "áIJ ĭ", + "áIJ ķ", + "áij ¯", + "áŀ Ĩ", + "ᨠķ", + "á© Ī", + "âģ ħ", + "âĨ ļ", + "âĶ İ", + "âł ©", + "â² Ĥ", + "â² Ķ", + "â² ¨", + "ãĬ ļ", + "íĵ ²", + "ðĿij Ī", + "ðĿij ¬", + "ðĿij ¹", + "ðĿĴ ¾", + "ðĿĵ ±", + "ðĿĵ ½", + "ðĿķ ¯", + "ðĿķ »", + "ðĿĺ ½", + "ðĿļ Ĩ", + "ðŁĦ °", + "ðŁIJ ¨", + "Ò ķ", + "ಠħ", + "ï¨ Ĩ", + "ðĿij °", + "ðŁĦ ¸", + "Ô İ", + "Ø į", + "Ù µ", + "ಠ¶", + "áĢ Ī", + "áĺ Ĺ", + "áł ¸", + "á¡ ¡", + "ᨠ²", + "á© ģ", + "á´ ·", + "áµ §", + "âķ ¨", + "âļ ģ", + "â¾ Ŀ", + "ãĢ ¼", + "ãĦ ı", + "êĴ «", + "ê¦ ¥", + "ê¦ ©", + "ê¦ ²", + "ìĺ ¼", + "íĵ IJ", + "ðĵ ĩ", + "ðĵĩ ¼", + "ðĿķ ¿", + "ðŁĽ ´", + "ë¨ ľ", + "ಠµ", + "à´ İ", + "༠Ģ", + "âĩ ĸ", + "ãĪ «", + "âĵ Ģ", + "áħ ´", + "áļ ¾", + "ἠŀ", + "ἠ«", + "ᥠ´", + "âĨ Ľ", + "âĨ ¶", + "âĩ ¤", + "âķ Ł", + "âĺ ·", + "âļ IJ", + "ðŁ§ ´", + "á¹ ³", + "âĶ į", + "âĶ Ĵ", + "âĶ ©", + "âĶ ¦", + "â¾ µ", + "ઠľ", + "ઠ¤", + "âĩ Ļ", + "âĶ ±", + "âķ Ģ", + "â½ Ĭ", + "ï½ Ł", + "ଠ¡", + "ðł ®", + "ðł® ·", + "âķ ĥ", + "â° Ķ", + "ãĬ ¦", + "ðŁİ IJ", + "ãĩ °", + "â¼ Ŀ", + "â¾ Ķ", + "â½ Ĵ", + "âł Ĵ", + "ï¨ ¦", + "ï© Ĵ", + "ï¨ ²", + "ï© ĸ", + "ðĵı ¸", + "ãĮ ĥ", + "ðĸ ¤", + "ðĸ¤ IJ", + "ï¦ Ń", + "âĬ ħ", + "â¾ ³", + "ä´ ¥", + "ï© ķ", + "ðŁĮ Ķ", + "áŀ ĭ", + "âļ į", + "â¼ ĭ", + "ãİ ĺ", + "ðIJĮ ²", + "É ©", + "áİ ij", + "âĨ ®", + "âĩ ĥ", + "âļ İ", + "ãĩ ±", + "ãĭ ©", + "ãĮ ¶", + "êĻ ª", + "ëİ ¬", + "ï¨ IJ", + "ï¨ Ľ", + "ï© Ĭ", + "ï© į", + "ðĵ ħ", + "ðĵħ º", + "Ï ¡", + "È ij", + "É Ĥ", + "Ô ĵ", + "ß İ", + "à´ §", + "áĢ ī", + "áĢ ĭ", + "áĢ ij", + "áĢ ł", + "áļ Ļ", + "ᨠĦ", + "ᨠ©", + "ᨠ¹", + "á© ĵ", + "ᬠľ", + "á´ Ļ", + "áµ ij", + "âĤ Ń", + "âĨ °", + "âľ ģ", + "â½ IJ", + "ãĭ ¯", + "ãĮ ½", + "íĨ ¢", + "ï¤ ¿", + "ðŁ Ĥ", + "ðŁĤ »", + "È Ĵ", + "Í º", + "Ô ¥", + "Õ ij", + "Ú ¶", + "ৠİ", + "ච®", + "ຠĸ", + "ຠľ", + "ຠ½", + "áĥ »", + "áħ ¯", + "áĭ ŀ", + "áĸ ķ", + "á ´Ī", + "ᶠĨ", + "Ḡľ", + "á¹ ¼", + "á¿ ¨", + "âĦ ĭ", + "âĦ Ń", + "âĪ ±", + "âĮ ĵ", + "âĶ ĩ", + "âĶ ¢", + "â± ®", + "â² Ħ", + "ãĩ ¾", + "ãĪ ¬", + "ë¸ ¡", + "ìIJ ī", + "íĻ Ľ", + "ðĿķ ª", + "Æ ¹", + "Í ²", + "Ó ģ", + "Û ¼", + "ঠ«", + "áħ Ł", + "áī Ĩ", + "áį Ī", + "Ạĸ", + "á½ ī", + "âĶ ¸", + "â½ ©", + "ê ľ", + "êľ ¥", + "êµ ħ", + "ëĤ Ķ", + "ëĦ ł", + "ëĩ Ĺ", + "ëĻ Ŀ", + "ìļ ¯", + "ìļ ·", + "ìŁ Ľ", + "ì· IJ", + "íŁ ¬", + "íŁ ®", + "íŁ °", + "ï¦ Ĩ", + "ï¦ ±", + "ï² ŀ", + "ï³ ¤", + "ï³ ¥", + "ðIJĮ ¸", + "ðĿĶ ı", + "ðĿķ ®", + "ðĿĺ £", + "ঠĪ", + "âı ı", + "ãĦ ĸ", + "ê² ĩ", + "ëĸ ĺ", + "ëľ ·", + "ëŀ Ĵ", + "ë¡ ĵ", + "ë¢ ī", + "ë£ ĥ", + "ë§ ĭ", + "ë² ĭ", + "ìĤ ·", + "ìĪ ķ", + "ì Į¨", + "ìĵ »", + "ìĸ Ĭ", + "ìĻ ¬", + "ìĿ »", + "ì¦ ģ", + "ìµ ¤", + "ì· ĥ", + "íĢ ľ", + "íħ ī", + "íį ł", + "íı ħ", + "íij ±", + "íķ ķ", + "íĸ ł", + "íĿ ķ", + "Æ Ļ", + "Æ ļ", + "Æ ŀ", + "Ç ĥ", + "Ç Ĭ", + "Ç ľ", + "Ç ¤", + "Ç Ń", + "Ç ¹", + "È Ģ", + "È ģ", + "È ħ", + "È ī", + "È Ĺ", + "È Ł", + "È ¤", + "È ¥", + "È ¨", + "È µ", + "È º", + "È »", + "É Į", + "É ®", + "Ê ħ", + "Ê ¥", + "Ê ¨", + "Ë ĵ", + "Ë Ķ", + "Ë ł", + "Ë £", + "Ë ¸", + "Í ´", + "Ï Ĺ", + "Ï ĺ", + "Ï Ļ", + "Ï ļ", + "Ï Ŀ", + "Ï ¨", + "Ï ¬", + "Ï ¾", + "Ï ¿", + "Ñ ª", + "Ò Ģ", + "Ò ľ", + "Ò ¼", + "Ò ½", + "Ó Ĥ", + "Ó ħ", + "Ó ĩ", + "Ó į", + "Ó ĸ", + "Ó Ł", + "Ó «", + "Ó ±", + "Ô Ĩ", + "Ô ĩ", + "Ô º", + "Õ ĭ", + "Ö ī", + "Ø Ī", + "Ø Ĭ", + "Ø ½", + "Ø ¾", + "Ù ·", + "Ú Ĥ", + "Ú Ĭ", + "Ú ĸ", + "Ú Ĺ", + "Ú £", + "Ú «", + "Ú ¸", + "Û Ģ", + "Û į", + "Û ½", + "Ü ī", + "Ü ¤", + "Ý §", + "Ý ´", + "Þ ĥ", + "Þ ¤", + "Þ ¥", + "ß ļ", + "ß Ľ", + "ß ¤", + "àł į", + "àł ĵ", + "àł ³", + "à¡ ¢", + "ॠł", + "ৠł", + "ৠº", + "ਠĬ", + "ਠIJ", + "ਠ®", + "ਠ¯", + "ਠ°", + "ਠ¸", + "ઠĨ", + "ઠ³", + "ઠµ", + "ઠ½", + "ଠĮ", + "ଠĺ", + "ଠ½", + "à® ĥ", + "à® ¸", + "à° Ĩ", + "à° ķ", + "à° ¦", + "ಠĨ", + "ಠĬ", + "ಠĮ", + "ಠIJ", + "ಠĽ", + "ಠ¤", + "ಠ¦", + "ಠª", + "ಠ²", + "ಠ¹", + "à´ Ĩ", + "à´ ı", + "à´ Ĺ", + "à´ «", + "à´ ¹", + "ൠº", + "ൠ½", + "චħ", + "චĬ", + "චĶ", + "ච§", + "ච«", + "ච°", + "༠Ħ", + "༠ħ", + "༠Ĭ", + "འĻ", + "འ¡", + "འ§", + "à¿ Ģ", + "à¿ Ļ", + "áĢ Ŀ", + "áĢ §", + "áĢ ©", + "áĢ ¿", + "áģ µ", + "áĤ ģ", + "áĤ ½", + "áĥ Ĥ", + "áĥ ª", + "áĦ Ĭ", + "áĦ ¢", + "áħ ¦", + "áħ Ń", + "áĨ ®", + "áĨ ±", + "áĨ »", + "á ĩ", + "áĩ Ĥ", + "áĪ ħ", + "áĪ ī", + "áĪ Į", + "áĪ IJ", + "áĪ Ĵ", + "áĪ Ļ", + "áĪ ļ", + "áĪ ľ", + "áĪ ŀ", + "áĪ ©", + "áĪ ³", + "áĪ º", + "áĪ ½", + "áī ħ", + "áī ¢", + "áī ±", + "áī ´", + "áĬ ĥ", + "áĬ į", + "áĬ ĸ", + "áĬ ®", + "áĬ ¸", + "áĭ Ľ", + "áĭ Ŀ", + "áĭ ³", + "áĮ ģ", + "áĮ ħ", + "áĮ ¥", + "áĮ ¦", + "á Į¨", + "áį Ĭ", + "áį į", + "áį ķ", + "áį ĸ", + "áį ¢", + "áį ¤", + "áİ Ĵ", + "áİ ª", + "áı ģ", + "áı IJ", + "áı Ł", + "áIJ Ĥ", + "áIJ ĸ", + "áIJ Ŀ", + "áIJ ŀ", + "áIJ Ł", + "áIJ ł", + "áij ĸ", + "áĴ ĭ", + "áĴ į", + "áĴ ¡", + "áĵ «", + "áĶ ķ", + "áķ ĭ", + "áķ ij", + "áķ Ļ", + "áķ ļ", + "áķ Ľ", + "áķ ¤", + "áķ ¦", + "áķ ®", + "áķ ¼", + "áĸ ĵ", + "áĹ Ĺ", + "áĹ ¢", + "áĹ ¯", + "áĹ ·", + "áĺ Ħ", + "áĺ ij", + "ἠĤ", + "ἠĻ", + "áŀ į", + "áł Ĩ", + "áł ¡", + "áł ¦", + "áł ®", + "áł ¯", + "áł ²", + "áł ·", + "á¡ į", + "á¡ ŀ", + "á¡ ¤", + "á ¡´", + "á¡ µ", + "ᤠĵ", + "ᥠĸ", + "ᥠ°", + "ᨠ¦", + "ᨠ§", + "ᨠ¨", + "ᨠª", + "ᨠ¬", + "ᨠ¯", + "ᨠ³", + "ᨠµ", + "á© ĥ", + "ᬠķ", + "áŃ £", + "á ±", + "á± ļ", + "á² ł", + "á´ ĵ", + "á´ ¶", + "áµ Ĥ", + "áµ Į", + "áµ ¥", + "áµ ´", + "ᶠĩ", + "ḠĪ", + "Ḡł", + "Ḡ§", + "Ḡ´", + "Ḡ¾", + "á¹ Ģ", + "á¹ ĸ", + "á¹ Ł", + "á¹ ł", + "á¹ «", + "á¹ ±", + "á¹ ·", + "á¹ ¿", + "ẠĦ", + "Ạį", + "Ạij", + "ẠĹ", + "á¼ ī", + "á¼ ĵ", + "á¼ Ń", + "á½ ĭ", + "á½ Ĵ", + "á½ ł", + "á½ £", + "á¾ Ħ", + "á¾ ı", + "á¾ ij", + "á¾ Ĺ", + "á¾ ¦", + "á¾ §", + "á¾ ¾", + "á¿ Ħ", + "á¿ ĵ", + "á¿ ¡", + "á¿ ¬", + "âģ ļ", + "âĤ Į", + "âĦ ģ", + "âĦ Ķ", + "âĦ £", + "âĦ §", + "âĦ ¯", + "âĦ °", + "âĦ ´", + "âħ ħ", + "âĨ ľ", + "âĨ «", + "âĨ Ń", + "âĨ ±", + "âĨ ¹", + "âĨ ½", + "âĩ ĩ", + "âĩ ľ", + "âĩ µ", + "âĪ ī", + "âĪ Ĭ", + "âĪ ĸ", + "âĪ ľ", + "âĪ ¾", + "âī Ģ", + "âī ĭ", + "âī Į", + "âī ĵ", + "âī ľ", + "âī ´", + "âī ¿", + "âĬ Ĭ", + "âĬ ĭ", + "âĬ Ķ", + "âĬ ĸ", + "âĬ £", + "âĬ ¦", + "âĭ İ", + "âĭ ª", + "âĭ ²", + "âĮ ¦", + "âĮ §", + "âį º", + "âİ Ī", + "âİ ¨", + "âİ ¬", + "âİ ³", + "âİ ¼", + "âİ ¾", + "âı Į", + "âı ļ", + "âı «", + "âı ¯", + "âı µ", + "âĴ ľ", + "âĴ Ŀ", + "âĴ «", + "âĵ Ħ", + "âĵ Ĭ", + "âĵ Ļ", + "âĵ ©", + "âĶ ij", + "âĶ Ļ", + "âĶ ļ", + "âĶ ¥", + "âķ ħ", + "âķ ī", + "âķ į", + "âķ ı", + "âķ ŀ", + "âĸ ļ", + "âĸ ¯", + "âĹ ĥ", + "âĹ ļ", + "âĹ ¬", + "âĹ ´", + "âĺ Ī", + "âĺ ¤", + "âĺ ¥", + "âĺ §", + "âĺ ¬", + "âĻ ģ", + "âĻ ±", + "âļ ĥ", + "âļ Ħ", + "âļ ħ", + "âļ ı", + "âļ ļ", + "âļ ŀ", + "âļ Ł", + "âļ ±", + "âļ ²", + "âľ Ģ", + "âľ Ł", + "âľ ¢", + "âĿ µ", + "⣠¡", + "⣠¦", + "⣠§", + "⣠³", + "⣠¾", + "⣠¿", + "âł ĩ", + "⤠Ħ", + "⤠º", + "⥠Ĥ", + "⥠¹", + "⧠ī", + "⧠¼", + "⧠½", + "⨠į", + "⬠Ĭ", + "⬠Ł", + "âŃ ŀ", + "â® ŀ", + "â® ³", + "⯠Ī", + "⯠ij", + "â± ł", + "â± ±", + "â² Ń", + "â´ ¹", + "âµ ķ", + "⸠¾", + "â º«", + "â¼ Ĩ", + "â¼ ł", + "â½ Ł", + "â½ ¼", + "â¾ Ľ", + "â¾ §", + "â¿ ĥ", + "â¿ »", + "ãĤ ķ", + "ãĤ Ł", + "ãĦ Ľ", + "ãĦ ¡", + "ãĦ ¶", + "ãĦ º", + "ãħ Ĵ", + "ãħ Ł", + "ãĨ Ģ", + "ãĩ »", + "ãĪ ij", + "ãĪ Ń", + "ãĪ ®", + "ãĪ ³", + "ãĪ ¹", + "ãī ¥", + "ãī ¦", + "ãī ¹", + "ãī ¿", + "ãĬ ŀ", + "ãĬ ¨", + "ãĭ ij", + "ãĭ ¥", + "ãĭ ´", + "ãĭ º", + "ãİ Ħ", + "ãİ ķ", + "ãİ ¯", + "ãı Ĥ", + "ãı Ī", + "ãı ĵ", + "ãı ĸ", + "ãı ±", + "ãIJ ±", + "ãŁ ģ", + "ã ¢", + "㢠¨", + "ã ¨", + "㨠³", + "ã« ª", + "ã« ´", + "㶠³", + "㺠¾", + "ä Ģ", + "äĢ Ģ", + "ä ĭ", + "äĭ Į", + "ä ĮĢ", + "äIJ Ģ", + "ä łĢ", + "ä ł", + "äł ¼", + "ä §", + "ä§ ŀ", + "ä¨ °", + "ä¨ º", + "ä ´Ģ", + "ä ·", + "ä· ħ", + "ä ·¸", + "ê Ĥ", + "êĤ «", + "ê Į", + "êĮ ¼", + "ê į", + "êį ²", + "êĴ µ", + "ê ĵ", + "êĵ ½", + "êĻ Ń", + "êĿ Ľ", + "êĿ ¥", + "ê ŀ", + "êŀ Ĭ", + "ê¦ Ĩ", + "ê¦ ĩ", + "ê¦ Ł", + "ê¦ ¨", + "ê§ Ī", + "ê ©", + "ê© Ł", + "êª ĭ", + "êª ij", + "êª ķ", + "êª Ĺ", + "êª ľ", + "êª ®", + "êª ±", + "êª »", + "êª ¼", + "ê« Ģ", + "ê« Ŀ", + "ê° ĥ", + "ê° ĺ", + "ê± ľ", + "ê² ĵ", + "ê² ļ", + "ê³ Ļ", + "ê³ ¾", + "ê´ Ĺ", + "ê´ Ļ", + "êµ Ľ", + "ê¶ ĥ", + "ê¶ ķ", + "ê¶ ¨", + "ê¸ ©", + "ê¸ ¿", + "ê ¹Ħ", + "ê¹ Ĩ", + "ê¹ ī", + "ê¹ ĵ", + "ê¹ ¢", + "ê¹ £", + "ê¹ ¸", + "êº ³", + "ê¿ ı", + "ê¿ ķ", + "ê¿ §", + "ëĢ ©", + "ëģ ħ", + "ëĥ µ", + "ëĦ ĸ", + "ëĦ Ĺ", + "ëĦ ¢", + "ëħ Ĥ", + "ëĨ IJ", + "ëĩ ľ", + "ëĪ ĭ", + "ëĪ ļ", + "ëī į", + "ëī ¨", + "ëĬ ļ", + "ëĬ ¡", + "ëĭ ľ", + "ëĭ ª", + "ëĮ ĺ", + "ëĮ ¤", + "ëĮ ¸", + "ëİ Ł", + "ëı ¨", + "ëIJ Ħ", + "ëIJ ı", + "ëIJ ´", + "ëIJ ¸", + "ëij ģ", + "ëij ¿", + "ëĴ ¨", + "ëĵ ·", + "ëĶ ®", + "ëĶ ²", + "ëķ §", + "ëĸ Ķ", + "ëĸ ª", + "ëĺ Ń", + "ëļ Ģ", + "ëļ ł", + "ëĽ Ķ", + "ëĽ ©", + "ëľ ħ", + "ëŀ ķ", + "ëŀ °", + "ëŁ IJ", + "ëł ¡", + "ë¡ ŀ", + "ë¡ £", + "ë¡ µ", + "ë£ Ħ", + "ë£ į", + "ë¤ ³", + "ë¦ į", + "ë¦ ı", + "ë¦ ³", + "ë§ Ħ", + "ë§ Ĩ", + "ë§ į", + "ë§ ľ", + "ë§ «", + "ë§ »", + "ë¨ ®", + "ë© Ĥ", + "ë© Ń", + "ëª ´", + "ë¬ ľ", + "ë¬ ł", + "ë¬ «", + "ë¬ ¾", + "ëŃ ¬", + "ë® ĺ", + "ë® ¹", + "ë¯ ķ", + "ë¯ ľ", + "ë° ¨", + "ë° ª", + "ë± Ķ", + "ë² ĺ", + "ë² Ľ", + "ë² ±", + "ë² ´", + "ë´ ½", + "ëµ ¤", + "ëµ ¨", + "ë· Ĺ", + "ë· ĺ", + "ë¸ ĵ", + "ë¸ ľ", + "ë¹ ª", + "ëº ĥ", + "ëº ĺ", + "ëº µ", + "ë» ´", + "ë¼ IJ", + "ë¾ Ķ", + "ìģ Ń", + "ìĤ ł", + "ìĤ ®", + "ìĥ ı", + "ìĥ Ļ", + "ìĦ º", + "ìħ ¢", + "ìĨ Ģ", + "ìĨ ħ", + "ìĨ ¤", + "ìĨ ¦", + "ìĨ ¬", + "ìĩ ±", + "ìĪ µ", + "ìĭ ¨", + "ìĭ ´", + "ìĮ °", + "ìį ľ", + "ìİ Ĺ", + "ìİ ĺ", + "ìİ ¼", + "ìij ī", + "ìij Ŀ", + "ìij »", + "ìĴ Ķ", + "ìĴ ¯", + "ìĵ ©", + "ìķ IJ", + "ìķ ĸ", + "ìĸ ł", + "ìĸ ¾", + "ìĹ ĥ", + "ìĹ Ĺ", + "ìĹ ľ", + "ìĹ ¨", + "ìĺ Ĥ", + "ìĺ Ħ", + "ìĺ ı", + "ìĺ ¾", + "ìĺ ¿", + "ìľ §", + "ìĿ IJ", + "ìĿ ĸ", + "ìĿ ·", + "ìŀ į", + "ìŀ ı", + "ìŀ ¨", + "ìŀ ª", + "ìŀ ³", + "ìł ¡", + "ìł ´", + "ìł ¹", + "ì¡ Ģ", + "ì¡ ª", + "ì¡ µ", + "ì¢ IJ", + "ì¢ ¨", + "ì£ Į", + "ì£ Ļ", + "ì£ ³", + "ì¦ ij", + "ì§ ¥", + "ì§ ´", + "ì§ ¾", + "ì¨ ĵ", + "ì¨ ķ", + "ì© °", + "ì© »", + "ì© ¼", + "ìª Ĺ", + "ì¬ Ķ", + "ì¬ ĺ", + "ì® ®", + "ì¯ ķ", + "ì¯ ĺ", + "ì° İ", + "ì° ¯", + "ì± ĥ", + "ì± µ", + "ì² §", + "ì² ®", + "ì² ¯", + "ì³ ¬", + "ì´ ĭ", + "ì´ ¢", + "ìµ ¥", + "ì¶ £", + "ì¸ Ī", + "ì¸ Ļ", + "ìº ¤", + "ìº Ń", + "ì» ½", + "ì¼ Ļ", + "ì½ ¬", + "ì¾ Ģ", + "ì¿ ħ", + "ì¿ ½", + "íĢ ħ", + "íģ ¦", + "íĤ ħ", + "íĥ ¶", + "íĥ ¹", + "íĦ Ķ", + "íħ £", + "íĨ Ħ", + "íĨ §", + "íĨ ¹", + "íĩ ¼", + "íī ¤", + "íĬ ½", + "íĭ Ĥ", + "íĭ ij", + "íį Ī", + "íį Ļ", + "íį ¿", + "íİ ¶", + "íIJ Ŀ", + "íĴ ľ", + "íĵ Ŀ", + "íĵ ª", + "íĵ ±", + "íĵ ·", + "íĵ ¼", + "íĶ Ļ", + "íĶ ł", + "íķ ļ", + "íķ Ľ", + "íķ ŀ", + "íķ Ł", + "íķ §", + "íķ ¶", + "íĸ Ĭ", + "íĸ ĭ", + "íĸ į", + "íĸ Ķ", + "íĸ ĺ", + "íĸ ¡", + "íĸ ¬", + "íĹ £", + "íĹ ¿", + "íĺ ĸ", + "íĺ Ń", + "íļ °", + "íĽ į", + "íĽ ½", + "íĿ Ł", + "íĿ Ń", + "íĿ ´", + "íŀ ľ", + "ï¤ ī", + "ï¤ Ń", + "ï¤ ²", + "ï¤ µ", + "ï¤ ¼", + "ï¥ Ģ", + "ï¥ ij", + "ï¥ Ĵ", + "ï¥ ķ", + "ï¥ ĺ", + "ï¥ Ļ", + "ï¥ «", + "ï¥ ¬", + "ï¥ °", + "ï ¥¿", + "ï¦ ĭ", + "ï¦ ı", + "ï¦ Ķ", + "ï¦ ĸ", + "ï¦ ĺ", + "ï¦ Ľ", + "ï¦ ł", + "ï¦ ®", + "ï¦ ¯", + "ï¦ º", + "ï¦ »", + "ï¦ ¾", + "ï§ Ĩ", + "ï§ ĸ", + "ï§ Ľ", + "ï§ ŀ", + "ï§ Ł", + "ï§ §", + "ï§ ³", + "ï§ º", + "ï§ ½", + "ï¨ ĥ", + "ï¨ ļ", + "ï¨ ¢", + "ï© Ł", + "ï¬ ¤", + "ï¬ ¬", + "ï¬ ¼", + "ïŃ Ĵ", + "ïŃ ķ", + "ïŃ Ľ", + "ïŃ Ŀ", + "ïŃ ŀ", + "ïŃ Ł", + "ïŃ ¤", + "ïŃ §", + "ïŃ ¨", + "ïŃ ®", + "ïŃ °", + "ïŃ ±", + "ïŃ ·", + "ïŃ ¹", + "ïŃ »", + "ï® Ģ", + "ï® ĥ", + "ï® Ħ", + "ï® ħ", + "ï® į", + "ï® Ĵ", + "ï® ĵ", + "ï® ķ", + "ï® ¦", + "ï® ®", + "ï® °", + "ï¯ ĵ", + "ï¯ ľ", + "ï¯ ©", + "ï¯ ª", + "ï¯ ¬", + "ï¯ Ń", + "ï¯ ®", + "ï¯ ·", + "ï¯ ¹", + "ï¯ »", + "ï¯ ¼", + "ï° ĥ", + "ï° Į", + "ï° IJ", + "ï° ĺ", + "ï° Ļ", + "ï° ľ", + "ï° ŀ", + "ï° ¢", + "ï° ®", + "ï° °", + "ï° ¼", + "ï° ¿", + "ï± Ģ", + "ï± ģ", + "ï± Ī", + "ï± ĭ", + "ï± ı", + "ï± Ń", + "ï² Ģ", + "ï² ĩ", + "ï² Ī", + "ï² ĭ", + "ï² İ", + "ï² Ĵ", + "ï² ľ", + "ï² ł", + "ï² ¬", + "ï² »", + "ï³ ĩ", + "ï³ Ķ", + "ï³ £", + "ï³ «", + "ï´ ĺ", + "ï´ °", + "ï´ ½", + "ï ¶", + "ï¶ °", + "ï¸ ĸ", + "ï¸ ´", + "ï¸ ¹", + "ï¹ į", + "ï¹ Ĺ", + "ï¹ ¢", + "ï¹ ¤", + "ï¹ ©", + "ï¹ ±", + "ï¾ °", + "ï¿ Ĥ", + "ï¿ ®", + "ðIJĮ °", + "ðIJĮ ¹", + "ðIJĮ º", + "ðIJĮ ½", + "ðIJį Ĥ", + "ðIJį ĥ", + "ðIJį Ħ", + "ðIJ İ", + "ðIJİ ¹", + "ðIJ¤ Ĥ", + "ðIJ¤ į", + "ðIJ¤ ı", + "ðIJ¤ ĵ", + "ðIJŃ ī", + "ðIJŃ į", + "ðIJ° ĩ", + "ðIJ° °", + "ðij Ĥ", + "ðijĤ Ħ", + "ðij ĺ", + "ðijĺ ģ", + "ðĴ Ģ", + "ðĴĢ ¸", + "ðĴ ģ", + "ðĴģ º", + "ðĴ Ħ", + "ðĴĦ ·", + "ðĴ Ĭ", + "ðĴĬ ij", + "ðĴ ĭ", + "ðĴĭ Ĺ", + "ð ĴĮ", + "ðĴĮ ¨", + "ðĵĥ ¢", + "ðĵĥ °", + "ðĸ ł", + "ðĸł ļ", + "ðĿĦ ĥ", + "ðĿĦ ħ", + "ðĿĦ ķ", + "ðĿĦ Ļ", + "ðĿĦ ±", + "ðĿĦ ´", + "ðĿĦ ¹", + "ðĿħ İ", + "ðĿħ ª", + "ðĿĨ £", + "ðĿĨ ³", + "ðĿĨ ¹", + "ðĿĩ Ĭ", + "ðĿĩ Ĺ", + "ðĿĩ ļ", + "ðĿĩ ľ", + "ðĿĩ ł", + "ðĿIJ ī", + "ðĿIJ ĸ", + "ðĿIJ ĺ", + "ðĿIJ £", + "ðĿIJ ±", + "ðĿij Ĭ", + "ðĿij Ń", + "ðĿij ¼", + "ðĿij ½", + "ðĿĴ °", + "ðĿĴ ·", + "ðĿĴ ¿", + "ðĿĵ ģ", + "ðĿĵ ĭ", + "ðĿĵ İ", + "ðĿĵ Ĵ", + "ðĿ ĵĺ", + "ðĿĵ ¢", + "ðĿĵ ¦", + "ðĿĵ «", + "ðĿĵ ¿", + "ðĿĶ İ", + "ðĿĶ ±", + "ðĿĶ ´", + "ðĿĶ ·", + "ðĿĶ ¸", + "ðĿĶ ½", + "ðĿķ Ĥ", + "ðĿķ ĥ", + "ðĿķ ĭ", + "ðĿķ ı", + "ðĿķ IJ", + "ðĿķ ¥", + "ðĿķ ´", + "ðĿķ º", + "ðĿĸ IJ", + "ðĿĸ Ľ", + "ðĿĸ Ŀ", + "ðĿĸ ŀ", + "ðĿĹ ©", + "ðĿĹ ³", + "ðĿĹ ½", + "ðĿĺ Ĭ", + "ðĿĺ ĭ", + "ðĿĺ Ķ", + "ðĿĺ ±", + "ðĿĺ ´", + "ðĿĺ ¿", + "ðĿĻ Ĵ", + "ðĿĻ Ŀ", + "ðĿĻ Ł", + "ðĿĻ ¬", + "ðĿĻ Ń", + "ðĿĻ »", + "ðĿĻ ¾", + "ðĿļ Ī", + "ðĿļ ĭ", + "ðĿļ ij", + "ðĿļ Ł", + "ðĿļ ł", + "ðĿļ £", + "ðĿĽ ½", + "ðĿľ Ĥ", + "ðĿľ Ķ", + "ðĿľ Ļ", + "ðŁ Ģ", + "ðŁĢ Ħ", + "ðŁĦ ²", + "ðŁĦ ¶", + "ðŁħ IJ", + "ðŁħ ĸ", + "ðŁħ ļ", + "ðŁħ Ľ", + "ðŁħ ¦", + "ðŁħ ¶", + "ðŁħ »", + "ðŁħ ¼", + "ðŁĨ ĥ", + "ðŁĨ Ĩ", + "ðŁĨ İ", + "ðŁĪ ¯", + "ðŁĪ ²", + "ðŁĪ ¹", + "ðŁĮ ĩ", + "ðŁĮ ĵ", + "ðŁį ĺ", + "ðŁİ ij", + "ðŁİ ¿", + "ðŁı ı", + "ðŁı Ĵ", + "ðŁı ©", + "ðŁı ¯", + "ðŁIJ Ģ", + "ðŁij Ŀ", + "ðŁĴ ¹", + "ðŁĴ º", + "ðŁĵ Ł", + "ðŁĵ ª", + "ðŁĵ ¼", + "ðŁĶ Ģ", + "ðŁĶ Ĥ", + "ðŁĶ ĥ", + "ðŁĶ ĩ", + "ðŁĶ ĵ", + "ðŁĶ ¢", + "ðŁĶ ¤", + "ðŁĶ ©", + "ðŁķ ĸ", + "ðŁķ ļ", + "ðŁķ ľ", + "ðŁķ Ŀ", + "ðŁķ ŀ", + "ðŁķ ł", + "ðŁķ ¢", + "ðŁķ ³", + "ðŁĸ ĩ", + "ðŁĸ ij", + "ðŁĸ ¶", + "ðŁĹ ģ", + "Ñ ¨", + "Ú İ", + "á¡ Į", + "Ḡ°", + "ẠĢ", + "á¼ ®", + "á½ Ŀ", + "âĦ ¬", + "âļ §", + "⼠¤", + "ã³ ¬", + "êĻ ĭ", + "ê¸ ij", + "ëĶ ī", + "ëĹ į", + "ë¡ ij", + "ë¯ ij", + "ë» ħ", + "ë¼ Ŀ", + "ìĦ IJ", + "ìī ¡", + "ìĭ ²", + "ìı ±", + "ìĹ ¤", + "ìĿ ©", + "ìĿ ¿", + "ìŁ Ļ", + "ìł °", + "ì¥ ī", + "íĬ Ń", + "íķ ®", + "ï® ı", + "ðŁħ ±", + "ðŁĨ Ĵ", + "ðŁķ ĭ", + "É ĺ", + "Ê ĵ", + "Õ ĥ", + "à´ ´", + "འħ", + "áĨ º", + "áĪ Ĭ", + "áĪ ¨", + "áĪ ¾", + "áī IJ", + "áĮ ĥ", + "áĮ ½", + "áĶ Ń", + "áł Ĥ", + "áł ¬", + "ᨠ¸", + "á© ĭ", + "ᶠı", + "á¾ Ķ", + "á¿ IJ", + "á¿ ļ", + "âĻ Ļ", + "âļ Ĥ", + "âļ Ĺ", + "â¡ ¢", + "⤠¦", + "ëĸ °", + "ë¤ Ĥ", + "ë§ ł", + "ë± ĭ", + "ë± IJ", + "ìĽ ¢", + "ìľ ¾", + "ì³ ħ", + "ì» ģ", + "íģ »", + "íĥ Ļ", + "íĵ ĸ", + "íĵ Ń", + "íķ ±", + "íĽ ľ", + "ï¤ ħ", + "ï¤ Ĩ", + "ï¦ ĥ", + "ï§ ©", + "ï¨ Ĥ", + "ðIJ¤ Ķ", + "ðIJŃ ĵ", + "ðIJ° ¼", + "ðĿĵ ŀ", + "ðĿĵ °", + "ðĿĻ ľ", + "ðĿļ ģ", + "ðŁħ ¢", + "ðŁı ĩ", + "È ²", + "Ê ¶", + "Ô Ī", + "Ô ij", + "Ý ĵ", + "Ý ¥", + "ठij", + "ॠ±", + "ଠī", + "à° ³", + "à° µ", + "ಠŁ", + "áĢ ı", + "áģ ¼", + "áī ¨", + "áĬ Ĵ", + "áĭ ©", + "áĮ Ħ", + "áĮ Ķ", + "áIJ §", + "á ĴĮ", + "áĶ ħ", + "áĶ Ĭ", + "áł Ħ", + "ᨠģ", + "Ḡĥ", + "Ḡ»", + "âĶ ŀ", + "âĺ µ", + "âļ £", + "â² ¢", + "ãĪ ª", + "ä¶ µ", + "ê² Ļ", + "ê² ´", + "ê³ Ĥ", + "ë¡ ¼", + "ìĨ Ĭ", + "ì¼ ĩ", + "íĭ į", + "íĵ ¬", + "íĵ ®", + "íĵ ¶", + "íĵ »", + "ï¤ ¦", + "ï¥ ł", + "ï¥ ±", + "ïŃ ²", + "ðIJŃ Ĭ", + "ðIJ ±ħ", + "ðĸ ¥", + "ðĸ¥ ¨", + "ðĿij ³", + "ðĿĵ ķ", + "ðĿĵ ¬", + "ðĿĵ ¹", + "ðĿĵ ¾", + "ðĿĶ ĵ", + "ðĿķ į", + "ðĿķ ¡", + "ðĿķ ±", + "ðĿĸ ĸ", + "ðĿĺ ı", + "ðĿĺ IJ", + "ðĿĺ ļ", + "ðĿĻ ®", + "ðĿĻ °", + "ðĿĻ ¸", + "ðĿĻ º", + "ðĿĻ ¼", + "ðĿĻ ½", + "ðĿĻ ¿", + "ðĿļ Ħ", + "ðĿļ ı", + "ðŁħ ħ", + "ðŁħ ĵ", + "Æ Ī", + "àł Į", + "áĻ ³", + "á ļĮ", + "ἠħ", + "ἠIJ", + "ᤠĬ", + "ḠĬ", + "âĶ ½", + "âķ Ĭ", + "⼠ĩ", + "⼠ı", + "âĿ ª", + "âĿ «", + "⣠°", + "ãĦ į", + "ãĦ ĵ", + "ãĦ §", + "ãħ ĸ", + "ãī «", + "ê¦ Ķ", + "ï± Ĭ", + "ຠĤ", + "áħ £", + "ᥠĶ", + "ᥠ¤", + "âĨ ¤", + "âĨ ·", + "âĩ ŀ", + "âĸ ¤", + "âŀ ¶", + "ãĪ ¼", + "ï¨ ·", + "ðĵı §", + "âĶ ²", + "âĢ ´", + "âĴ Ł", + "âĴ ¡", + "â° Ĥ", + "â° į", + "â° İ", + "â° IJ", + "â° ij", + "â° Ł", + "â° ł", + "â° ¡", + "â¼ Ń", + "ãĬ ¥", + "âĴ ł", + "â½ º", + "ãĩ º", + "ãĩ ½", + "ï¨ Ĭ", + "áķ ·", + "âį ¨", + "⺠Ł", + "â½ Ĺ" + ] + } +} \ No newline at end of file diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..6a3829ee9491f36113e64df37573be81df0366f5 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,239 @@ +{ + "add_bos_token": false, + "add_prefix_space": false, + "added_tokens_decoder": { + "151643": { + "content": "<|endoftext|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151644": { + "content": "<|im_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151645": { + "content": "<|im_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151646": { + "content": "<|object_ref_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151647": { + "content": "<|object_ref_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151648": { + "content": "<|box_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151649": { + "content": "<|box_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151650": { + "content": "<|quad_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151651": { + "content": "<|quad_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151652": { + "content": "<|vision_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151653": { + "content": "<|vision_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151654": { + "content": "<|vision_pad|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151655": { + "content": "<|image_pad|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151656": { + "content": "<|video_pad|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151657": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151658": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151659": { + "content": "<|fim_prefix|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151660": { + "content": "<|fim_middle|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151661": { + "content": "<|fim_suffix|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151662": { + "content": "<|fim_pad|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151663": { + "content": "<|repo_name|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151664": { + "content": "<|file_sep|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151665": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151666": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151667": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151668": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + } + }, + "additional_special_tokens": [ + "<|im_start|>", + "<|im_end|>", + "<|object_ref_start|>", + "<|object_ref_end|>", + "<|box_start|>", + "<|box_end|>", + "<|quad_start|>", + "<|quad_end|>", + "<|vision_start|>", + "<|vision_end|>", + "<|vision_pad|>", + "<|image_pad|>", + "<|video_pad|>" + ], + "bos_token": null, + "chat_template": "{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0].role == 'system' %}\n {{- messages[0].content + '\\n\\n' }}\n {%- endif %}\n {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within XML tags:\\n\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n\\n\\nFor each function call, return a json object with function name and arguments within XML tags:\\n\\n{\\\"name\\\": , \\\"arguments\\\": }\\n<|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" and not(message.content.startswith('') and message.content.endswith('')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set content = message.content %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- else %}\n {%- if '' in message.content %}\n {%- set content = message.content.split('')[-1].lstrip('\\n') %}\n {%- set reasoning_content = message.content.split('')[0].rstrip('\\n').split('')[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- if loop.index0 > ns.last_query_index %}\n {%- if loop.last or (not loop.last and reasoning_content) %}\n {{- '<|im_start|>' + message.role + '\\n\\n' + reasoning_content.strip('\\n') + '\\n\\n\\n' + content.lstrip('\\n') }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls %}\n {%- for tool_call in message.tool_calls %}\n {%- if (loop.first and content) or (not loop.first) %}\n {{- '\\n' }}\n {%- endif %}\n {%- if 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