Super-squash branch 'main' using huggingface_hub

Co-authored-by: Marcus Fechner <Marcus Fechner@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,55 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,588 @@
+---
+language:
+- en
+license: apache-2.0
+size_categories:
+- 10M<n<100M
+task_categories:
+- reinforcement-learning
+pretty_name: Procgen Benchmark Dataset
+configs:
+- config_name: bigfish
+  data_files:
+  - split: train
+    path: bigfish/train-*
+  - split: test
+    path: bigfish/test-*
+- config_name: bossfight
+  data_files:
+  - split: train
+    path: bossfight/train-*
+  - split: test
+    path: bossfight/test-*
+- config_name: caveflyer
+  data_files:
+  - split: train
+    path: caveflyer/train-*
+  - split: test
+    path: caveflyer/test-*
+- config_name: chaser
+  data_files:
+  - split: train
+    path: chaser/train-*
+  - split: test
+    path: chaser/test-*
+- config_name: climber
+  data_files:
+  - split: train
+    path: climber/train-*
+  - split: test
+    path: climber/test-*
+- config_name: coinrun
+  data_files:
+  - split: train
+    path: coinrun/train-*
+  - split: test
+    path: coinrun/test-*
+- config_name: dodgeball
+  data_files:
+  - split: train
+    path: dodgeball/train-*
+  - split: test
+    path: dodgeball/test-*
+- config_name: fruitbot
+  data_files:
+  - split: train
+    path: fruitbot/train-*
+  - split: test
+    path: fruitbot/test-*
+- config_name: heist
+  data_files:
+  - split: train
+    path: heist/train-*
+  - split: test
+    path: heist/test-*
+- config_name: jumper
+  data_files:
+  - split: train
+    path: jumper/train-*
+  - split: test
+    path: jumper/test-*
+- config_name: leaper
+  data_files:
+  - split: train
+    path: leaper/train-*
+  - split: test
+    path: leaper/test-*
+- config_name: maze
+  data_files:
+  - split: train
+    path: maze/train-*
+  - split: test
+    path: maze/test-*
+- config_name: miner
+  data_files:
+  - split: train
+    path: miner/train-*
+  - split: test
+    path: miner/test-*
+- config_name: ninja
+  data_files:
+  - split: train
+    path: ninja/train-*
+  - split: test
+    path: ninja/test-*
+- config_name: plunder
+  data_files:
+  - split: train
+    path: plunder/train-*
+  - split: test
+    path: plunder/test-*
+- config_name: starpilot
+  data_files:
+  - split: train
+    path: starpilot/train-*
+  - split: test
+    path: starpilot/test-*
+tags:
+- procgen
+- bigfish
+- benchmark
+- openai
+- bossfight
+- caveflyer
+- chaser
+- climber
+- dodgeball
+- fruitbot
+- heist
+- jumper
+- leaper
+- maze
+- miner
+- ninja
+- plunder
+- starpilot
+dataset_info:
+- config_name: bigfish
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 52167166912.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 5791205186.0
+    num_examples: 1000000
+  download_size: 57881994479
+  dataset_size: 57958372098.0
+- config_name: bossfight
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 66990875098.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 7422341538.0
+    num_examples: 1000000
+  download_size: 74364918274
+  dataset_size: 74413216636.0
+- config_name: caveflyer
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 43639897909.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 4873680436.0
+    num_examples: 1000000
+  download_size: 48700939902
+  dataset_size: 48513578345.0
+- config_name: chaser
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 51447214089.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 5714598297.0
+    num_examples: 1000000
+  download_size: 55552919888
+  dataset_size: 57161812386.0
+- config_name: climber
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 24375527245.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 2690264702.0
+    num_examples: 1000000
+  download_size: 26574301930
+  dataset_size: 27065791947.0
+- config_name: coinrun
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 16788785439.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 1875181202.0
+    num_examples: 1000000
+  download_size: 18088978913
+  dataset_size: 18663966641.0
+- config_name: dodgeball
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 62421409783.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 6939014458.0
+    num_examples: 1000000
+  download_size: 69244806537
+  dataset_size: 69360424241.0
+- config_name: fruitbot
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 59648385662.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 6610963384.0
+    num_examples: 1000000
+  download_size: 66466587233
+  dataset_size: 66259349046.0
+- config_name: heist
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 55385943063.0
+    num_examples: 9000000
+  download_size: 45218795172
+  dataset_size: 55385943063.0
+- config_name: jumper
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 23713574993.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 2596720354.0
+    num_examples: 1000000
+  download_size: 26160892415
+  dataset_size: 26310295347.0
+- config_name: leaper
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 44825702164.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 4970059656.0
+    num_examples: 1000000
+  download_size: 48913285349
+  dataset_size: 49795761820.0
+- config_name: maze
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 49276863929.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 5482794667.0
+    num_examples: 1000000
+  download_size: 38922389228
+  dataset_size: 54759658596.0
+- config_name: miner
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 44058761019.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 4876567632.0
+    num_examples: 1000000
+  download_size: 17739617811
+  dataset_size: 48935328651.0
+- config_name: ninja
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 28875440305.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 3207526456.0
+    num_examples: 1000000
+  download_size: 32127321141
+  dataset_size: 32082966761.0
+- config_name: plunder
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 58061310067.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 6454993435.0
+    num_examples: 1000000
+  download_size: 64177454509
+  dataset_size: 64516303502.0
+- config_name: starpilot
+  features:
+  - name: observation
+    dtype:
+      image:
+        mode: RGB
+  - name: action
+    dtype: int32
+  - name: reward
+    dtype: float32
+  - name: terminated
+    dtype: bool
+  - name: truncated
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 56365605339.0
+    num_examples: 9000000
+  - name: test
+    num_bytes: 6192523494.0
+    num_examples: 1000000
+  download_size: 62629456972
+  dataset_size: 62558128833.0
+---
+# Procgen Benchmark
+This dataset contains expert trajectories generated by a [PPO](https://arxiv.org/abs/1707.06347) reinforcement learning agent trained on each of the 16 procedurally-generated gym environments from the [Procgen Benchmark](https://openai.com/index/procgen-benchmark/). The environments were created on `distribution_mode=easy` and with unlimited levels.
+
+Disclaimer: This is not an official repository from OpenAI.
+
+## Dataset Usage
+
+Regular usage (for environment bigfish):
+```python
+from datasets import load_dataset
+train_dataset = load_dataset("EpicPinkPenguin/procgen", name="bigfish", split="train")
+test_dataset = load_dataset("EpicPinkPenguin/procgen", name="bigfish", split="test")
+```
+
+Usage with PyTorch (for environment bossfight):
+```python
+from datasets import load_dataset
+train_dataset = load_dataset("EpicPinkPenguin/procgen", name="bossfight", split="train").with_format("torch")
+test_dataset = load_dataset("EpicPinkPenguin/procgen", name="bossfight", split="test").with_format("torch")
+```
+
+## Agent Performance
+The PPO RL agent was trained for 25M steps on each environment and obtained the following final performance metrics on the evaluation environment. These values are attain or surpass the performance described in "Easy Difficulty Baseline Results" in Appendix I of the paper.
+
+| Environment |  Steps (Train)  |  Steps (Test)  | Return | Observation |
+|:------------|:----------------|:---------------|:-------|:------------|
+| bigfish     | 9,000,000       | 1,000,000      | 33.79  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/lHQXBqLdoWicXlt68I9QX.mp4"></video>  |
+| bossfight   | 9,000,000       | 1,000,000      | 11.47  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/LPoafGi4YBWqqkuFlEN_l.mp4"></video>  |
+| caveflyer   | 9,000,000       | 1,000,000      | 09.42  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/XVqRwu_9yfX4ECQc4At4G.mp4"></video>  |
+| chaser      | 9,000,000       | 1,000,000      | 10.55  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/FIKVv48SThqiC1Z2PYQ7U.mp4"></video>  |
+| climber     | 9,000,000       | 1,000,000      | 11.30  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/XJQlA7IyF9_gwUiw-FkND.mp4"></video>  |
+| coinrun     | 9,000,000       | 1,000,000      | 09.02  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/Ucv3HZttewMRQzTL8r_Tw.mp4"></video>  |
+| dodgeball   | 9,000,000       | 1,000,000      | 13.90  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/5HetbKuXBpO-v1jcVyLTU.mp4"></video>  |
+| fruitbot    | 9,000,000       | 1,000,000      | 31.58  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/zKCyxXvauXjUac-5kEAWz.mp4"></video>  |
+| heist       | 9,000,000       | 1,000,000      | 08.32  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/AdZ6XNmUN5_00BKd9BN8R.mp4"></video>  |
+| jumper      | 9,000,000       | 1,000,000      | 08.10  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/s5k31gWK2Vc6Lp6QVzQXA.mp4"></video>  |
+| leaper      | 9,000,000       | 1,000,000      | 06.32  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/_hDMocxjmzutc0t5FfoTX.mp4"></video>  |
+| maze        | 9,000,000       | 1,000,000      | 09.95  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/uhNdDPuNhZpxVns91Ba-9.mp4"></video>  |
+| miner       | 9,000,000       | 1,000,000      | 12.02  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/ElpJ8l2WHJGrprZ3-giHU.mp4"></video>  |
+| ninja       | 9,000,000       | 1,000,000      | 09.32  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/b9i-fb2Twh8XmBBNf2DRG.mp4"></video>  |
+| plunder     | 9,000,000       | 1,000,000      | 24.18  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/JPeGNOVzrotuYUjfzZj40.mp4"></video>  |
+| starpilot   | 9,000,000       | 1,000,000      | 49.79  | <video controls autoplay loop src="https://cdn-uploads.huggingface.co/production/uploads/633c1daf31c06121a58f2df9/wY9lZgkw5tor19hCWmm6A.mp4"></video>  |
+
+
+## Dataset Structure
+### Data Instances
+Each data instance represents a single step consisting of tuples of the form (observation, action, reward, done, truncated) = (o_t, a_t, r_t, terminated_t, truncated_t).
+
+```json
+{'action': 1,
+ 'observation': [[[0, 166, 253],
+                  [0, 174, 255],
+                  [0, 170, 251],
+                  [0, 191, 255],
+                  [0, 191, 255],
+                  [0, 221, 255],
+                  [0, 243, 255],
+                  [0, 248, 255],
+                  [0, 243, 255],
+                  [10, 239, 255],
+                  [25, 255, 255],
+                  [0, 241, 255],
+                  [0, 235, 255],
+                  [17, 240, 255],
+                  [10, 243, 255],
+                  [27, 253, 255],
+                  [39, 255, 255],
+                  [58, 255, 255],
+                  [85, 255, 255],
+                  [111, 255, 255],
+                  [135, 255, 255],
+                  [151, 255, 255],
+                  [173, 255, 255],
+...
+                  [0, 0, 37],
+                  [0, 0, 39]]],
+ 'reward': 0.0,
+ 'terminated': False,
+ 'truncated': False}
+```
+
+### Data Fields
+- `observation`: The current RGB observation from the environment.
+- `action`: The action predicted by the agent for the current observation.
+- `reward`: The received reward for the current observation.
+- `terminated`: If the episode has terminated with the current observation.
+- `truncated`: If the episode is truncated with the current observation.
+
+### Data Splits
+The dataset is divided into a `train` (90%) and `test` (10%) split. Each environment-dataset has in sum 10M steps (data points).
+
+## Dataset Creation
+The dataset was created by training an RL agent with [PPO](https://arxiv.org/abs/1707.06347) for 25M steps in each environment. The trajectories where generated by sampling from the predicted action distribution at each step (not taking the argmax). The environments were created on `distribution_mode=easy` and with unlimited levels.
+
+## Procgen Benchmark
+The [Procgen Benchmark](https://openai.com/index/procgen-benchmark/), released by OpenAI, consists of 16 procedurally-generated environments designed to measure how quickly reinforcement learning (RL) agents learn generalizable skills. It emphasizes experimental convenience, high diversity within and across environments, and is ideal for evaluating both sample efficiency and generalization. The benchmark allows for distinct training and test sets in each environment, making it a standard research platform for the OpenAI RL team. It aims to address the need for more diverse RL benchmarks compared to complex environments like Dota and StarCraft.

bigfish/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1183667068798331afc3fb5de94686154562301a85df560ba26a774fdaa3c350
+size 5783628728

bigfish/train-00000-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d0f3999578c99f1064d8f8459fce4b100464bcde3228e0a088b22081040e3cd
+size 8721556916

bigfish/train-00001-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a10dc9eb2f6c811316bb8c32d6aca22d43eb018acdbc24bbbb1d41cab3bf020
+size 8696820812

bigfish/train-00002-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3554d52ee4fe7d09dfae393945fbbc618e0cf50fa31bf03dad18693f63adaac
+size 8694594372

bigfish/train-00003-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab57bdc75d82f64bec33a83ee5f08fa27a29ed814d6188e22edf05e99c20a26e
+size 8664024326

bigfish/train-00004-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac4d4ebcc7ab34912f41f07ec5d60728eb754d264c490a933f41323a1771227b
+size 8663317626

bigfish/train-00005-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49f901a4ef2d4ef5b002b3266a80d2dd629869e43516bf57f74839e403ca7da1
+size 8658051699

bossfight/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8bc9eff44a981b4929a121c5943642c5b19bd3e681fabf46e409c764047ab1f
+size 7418044834

bossfight/train-00000-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4f8e02d6df31d7c2dd4d6997a18501a8cb208be0267a1bec4a114cb93c083d9
+size 9548561266

bossfight/train-00001-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e713eb875d67ee9278c2d6d1ebcbc69cc06a2fe95f68c9f6a32d297a0cc80aa
+size 9576289172

bossfight/train-00002-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8fbdf12ecece4177650f83e167d7956305eb3d6037d793927df93c06d7f3179
+size 9592475926

bossfight/train-00003-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b687c0b3be9d61ee4ac0d1697aca7a77a52b00d2018ab1db13ed22c91a03582
+size 9540313374

bossfight/train-00004-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f2d13a7d23d1403ad52d909112024cab589970cc584b4e1c2e6580cdecacf61
+size 9596341045

bossfight/train-00005-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1188762b8539490cc0f2f6f82b044819533bbb5843046e4eb8af3a1d5ca36946
+size 9524978196

bossfight/train-00006-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e49c6398679e07597391b1259a21ff1b51c3c81980944900824c327b398458f
+size 9567914461

caveflyer/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:892c35cc0075fc13b8a0ceaafbed9d977422cda9ab4764662106cb9b1a4e1dab
+size 4891260896

caveflyer/train-00000-of-00005.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70e64460add5f37e0db9ffdb9b0e5a09c7cdc17d0cdf49e4585a5f99ff766e72
+size 8793355940

caveflyer/train-00001-of-00005.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1610a875ad696cdb795e4ae4e09a09e28fc7ed84683079c765b7fbf579933db
+size 8813307464

caveflyer/train-00002-of-00005.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfafe06484a03b1a84328338884e0dfc12be605a7301092896af8f9995c5c0e8
+size 8680408768

caveflyer/train-00003-of-00005.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d4024caeaa1c0de4420e7d2955e9e03474645ccc18891ec1945bd732213e7ee
+size 8691012526

caveflyer/train-00004-of-00005.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb9f4832a8807ab26678c8bdb40fec2c0672f0d64a96d8e500864da3ec639d6a
+size 8831594308

chaser/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53d2b89e446510d2e309b31d309479276468f996a5d521af9e3d08f49daf71a3
+size 5551366790

chaser/train-00000-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ca610ed44312569d8b4407613f8aee47958db0e5a9cef5318033f13b79a4274
+size 8332259403

chaser/train-00001-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:624a737aeb6dda9fa7c9f6bdcddf32e9fef97a0c984230fff4a9a9556c35faaa
+size 8335833601

chaser/train-00002-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aca62af2cf984a92f938ce2308ce6b50507cb371e58a4b9682db1824e97d7936
+size 8334604555

chaser/train-00003-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da123539a011198f30e05c0982463a759c7e3ab33aa50bc7d1aa95ddf7b3f47c
+size 8330083474

chaser/train-00004-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c956ab325727f80d051d50b32b425e6ec4edcac90f98dd0200f5556817341c11
+size 8331326527

chaser/train-00005-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dc86963383401061a979ba64ae99f5090d152997f65b9f19c947596eed452b6
+size 8337445538

climber/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34234750915f346c72111f9bb31b723c8e48e94f1ede0b1741b5744f648e288f
+size 2637859366

climber/train-00000-of-00003.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8cd706233a2964810c6ce9fd869efa6f9747271d452bfd2b87b4a38a646c149
+size 8084095460

climber/train-00001-of-00003.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0502583ce7204f7423d6f91fd437c78884d776221dcf607ff84012d57eb8bb71
+size 7947716200

climber/train-00002-of-00003.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29a3283420563827046c8080784b9a5ef4367d2abe951a6bc077e941dd83db77
+size 7904630904

coinrun/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f77ffdd39110bfb758da6e8b85ab78eac5826fe5660d47bee727e123b73450d
+size 1817468570

coinrun/train-00000-of-00002.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8819421006a791da18231efeaca0b2d05747fcee7bdd1054b91753533b928cc
+size 8121200103

coinrun/train-00001-of-00002.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b92d18105f489da3292ecfcda819525604f227beb2e31b9bf06f1e86d5a673e4
+size 8131322302

dodgeball/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76093267789d2c38e2a3dd5d44502877eb6052d209640dcd3b5efc60508f78fa
+size 6929735678

dodgeball/train-00000-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e664b8d7d4b081096e684590eac044475b85522d60b00f6ca683480d5a3acf7
+size 8897034975

dodgeball/train-00001-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4963af7a7ca664704b771fbe0d9aef29feef4d8e543bd69fa127a99c3b037724
+size 8863216754

dodgeball/train-00002-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6b0bd9f1e20306273314a35f0d6aa3b22edbccf992417ae9c18acd289cd5164
+size 8834870643

dodgeball/train-00003-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a29092576ccf4a4628622e5cd00bee7d3b7f7edc286f405124cb410d4533f624
+size 8928126718

dodgeball/train-00004-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e1c2193fad4e1cb99e7efd0463a72d3f2159465a71dfb609a544c92882da516
+size 8904991767

dodgeball/train-00005-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bdbe9086bd31c8841bfe1ad16a420321f440a9ddd9ff3719f98f1f94db5c1cd
+size 8953417658

dodgeball/train-00006-of-00007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e582d38e37fccaf9be9ba0c8f97fdc74d4c0ddee8b3346ab1c296aa59fa2ada
+size 8933412344

fruitbot/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11778d2c941731566c6cf49d0c23b9480e75fecbaf06ce3e482549b57637c01c
+size 6631785955

fruitbot/train-00000-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76da02fa66c389fd3fba4b4b766df05fed00c8bce2a805185ca3127fd912df57
+size 9965118141

fruitbot/train-00001-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab8cba0a254091a0bd2408303c3fc972f0a401c924beba038e35598a81c3ef22
+size 9954678043

fruitbot/train-00002-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b16385b25f06fa6b810e47eb3d10f649676e586e36b373a2700c5a13e8d47996
+size 9999921160

fruitbot/train-00003-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a83072b5e39ebf5e261bf7ac7828f27aaf67be388d392d9ba396419bebaad602
+size 9976671689