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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 50 new columns ({'n_expanded_embd', 'time_stats.attn_post_proj.max', 'time_stats.add.max', 'use_gated_mlp', 'time_stats.input_layernorm.min', 'time_stats.input_layernorm.std', 'time_stats.input_layernorm.median', 'time_stats.attn_pre_proj.mean', 'time_stats.mlp_down_proj.median', 'time_stats.mlp_act.mean', 'time_stats.mlp_down_proj.std', 'time_stats.mlp_up_proj.max', 'time_stats.mlp_act.min', 'time_stats.attn_pre_proj.max', 'time_stats.add.mean', 'num_tokens', 'time_stats.attn_rope.max', 'time_stats.mlp_down_proj.mean', 'time_stats.emb.max', 'time_stats.attn_pre_proj.std', 'time_stats.mlp_up_proj.median', 'time_stats.add.std', 'time_stats.mlp_up_proj.std', 'time_stats.add.min', 'time_stats.attn_post_proj.mean', 'time_stats.attn_post_proj.std', 'time_stats.emb.median', 'time_stats.attn_rope.min', 'time_stats.attn_post_proj.min', 'time_stats.add.median', 'time_stats.attn_rope.mean', 'time_stats.attn_pre_proj.median', 'time_stats.mlp_up_proj.min', 'time_stats.attn_post_proj.median', 'time_stats.emb.min', 'time_stats.mlp_act.max', 'time_stats.mlp_up_proj.mean', 'time_stats.input_layernorm.mean', 'time_stats.attn_rope.median', 'time_stats.attn_pre_proj.min', 'n_head', 'time_stats.mlp_down_proj.max', 'time_stats.emb.mean', 'time_stats.mlp_act.median', 'time_stats.input_layernorm.max', 'time_stats.mlp_down_proj.min', 'vocab_size', 'time_stats.attn_rope.std', 'time_stats.emb.std', 'time_stats.mlp_act.std'}) and 28 missing columns ({'time_stats.attn_input_reshape.max', 'batch_size', 'prefill_chunk_size', 'time_stats.attn_output_reshape.median', 'time_stats.attn_decode.mean', 'time_stats.attn_output_reshape.mean', 'time_stats.attn_prefill.median', 'time_stats.attn_decode.median', 'time_stats.attn_input_reshape.median', 'time_stats.attn_input_reshape.mean', 'time_stats.attn_decode.max', 'is_prefill', 'time_stats.attn_prefill.mean', 'time_stats.attn_output_reshape.min', 'time_stats.attn_input_reshape.std', 'time_stats.attn_prefill.min', 'time_stats.attn_output_reshape.std', 'kv_cache_size', 'time_stats.attn_prefill.std', 'n_q_head', 'time_stats.attn_output_reshape.max', 'max_model_len', 'time_stats.attn_decode.std', 'attention_backend', 'time_stats.attn_prefill.max', 'time_stats.attn_decode.min', 'block_size', 'time_stats.attn_input_reshape.min'}).
This happened while the csv dataset builder was generating data using
hf://datasets/project-vajra/dev-staging-microsoft-phi-2-h100/mlp.csv (at revision 879781f23b2f2fbf97649a1e39e3cbe042400250)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
time_stats.emb.min: double
time_stats.emb.max: double
time_stats.emb.mean: double
time_stats.emb.median: double
time_stats.emb.std: double
time_stats.input_layernorm.min: double
time_stats.input_layernorm.max: double
time_stats.input_layernorm.mean: double
time_stats.input_layernorm.median: double
time_stats.input_layernorm.std: double
time_stats.attn_pre_proj.min: double
time_stats.attn_pre_proj.max: double
time_stats.attn_pre_proj.mean: double
time_stats.attn_pre_proj.median: double
time_stats.attn_pre_proj.std: double
time_stats.attn_rope.min: double
time_stats.attn_rope.max: double
time_stats.attn_rope.mean: double
time_stats.attn_rope.median: double
time_stats.attn_rope.std: double
time_stats.attn_post_proj.min: double
time_stats.attn_post_proj.max: double
time_stats.attn_post_proj.mean: double
time_stats.attn_post_proj.median: double
time_stats.attn_post_proj.std: double
time_stats.mlp_up_proj.min: double
time_stats.mlp_up_proj.max: double
time_stats.mlp_up_proj.mean: double
time_stats.mlp_up_proj.median: double
time_stats.mlp_up_proj.std: double
time_stats.mlp_act.min: double
time_stats.mlp_act.max: double
time_stats.mlp_act.mean: double
time_stats.mlp_act.median: double
time_stats.mlp_act.std: double
time_stats.mlp_down_proj.min: double
time_stats.mlp_down_proj.max: double
time_stats.mlp_down_proj.mean: double
time_stats.mlp_down_proj.median: double
time_stats.mlp_down_proj.std: double
time_stats.add.min: double
time_stats.add.max: double
time_stats.add.mean: double
time_stats.add.median: double
time_stats.add.std: double
n_head: int64
n_kv_head: int64
n_embd: int64
n_expanded_embd: int64
vocab_size: int64
use_gated_mlp: bool
num_tokens: int64
num_tensor_parallel_workers: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 8074
to
{'time_stats.attn_input_reshape.min': Value('float64'), 'time_stats.attn_input_reshape.max': Value('float64'), 'time_stats.attn_input_reshape.mean': Value('float64'), 'time_stats.attn_input_reshape.median': Value('float64'), 'time_stats.attn_input_reshape.std': Value('float64'), 'time_stats.attn_decode.min': Value('float64'), 'time_stats.attn_decode.max': Value('float64'), 'time_stats.attn_decode.mean': Value('float64'), 'time_stats.attn_decode.median': Value('float64'), 'time_stats.attn_decode.std': Value('float64'), 'time_stats.attn_output_reshape.min': Value('float64'), 'time_stats.attn_output_reshape.max': Value('float64'), 'time_stats.attn_output_reshape.mean': Value('float64'), 'time_stats.attn_output_reshape.median': Value('float64'), 'time_stats.attn_output_reshape.std': Value('float64'), 'time_stats.attn_prefill.min': Value('float64'), 'time_stats.attn_prefill.max': Value('float64'), 'time_stats.attn_prefill.mean': Value('float64'), 'time_stats.attn_prefill.median': Value('float64'), 'time_stats.attn_prefill.std': Value('float64'), 'n_embd': Value('int64'), 'n_q_head': Value('int64'), 'n_kv_head': Value('int64'), 'block_size': Value('int64'), 'num_tensor_parallel_workers': Value('int64'), 'max_model_len': Value('int64'), 'batch_size': Value('int64'), 'prefill_chunk_size': Value('int64'), 'kv_cache_size': Value('int64'), 'is_prefill': Value('bool'), 'attention_backend': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1455, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1054, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 50 new columns ({'n_expanded_embd', 'time_stats.attn_post_proj.max', 'time_stats.add.max', 'use_gated_mlp', 'time_stats.input_layernorm.min', 'time_stats.input_layernorm.std', 'time_stats.input_layernorm.median', 'time_stats.attn_pre_proj.mean', 'time_stats.mlp_down_proj.median', 'time_stats.mlp_act.mean', 'time_stats.mlp_down_proj.std', 'time_stats.mlp_up_proj.max', 'time_stats.mlp_act.min', 'time_stats.attn_pre_proj.max', 'time_stats.add.mean', 'num_tokens', 'time_stats.attn_rope.max', 'time_stats.mlp_down_proj.mean', 'time_stats.emb.max', 'time_stats.attn_pre_proj.std', 'time_stats.mlp_up_proj.median', 'time_stats.add.std', 'time_stats.mlp_up_proj.std', 'time_stats.add.min', 'time_stats.attn_post_proj.mean', 'time_stats.attn_post_proj.std', 'time_stats.emb.median', 'time_stats.attn_rope.min', 'time_stats.attn_post_proj.min', 'time_stats.add.median', 'time_stats.attn_rope.mean', 'time_stats.attn_pre_proj.median', 'time_stats.mlp_up_proj.min', 'time_stats.attn_post_proj.median', 'time_stats.emb.min', 'time_stats.mlp_act.max', 'time_stats.mlp_up_proj.mean', 'time_stats.input_layernorm.mean', 'time_stats.attn_rope.median', 'time_stats.attn_pre_proj.min', 'n_head', 'time_stats.mlp_down_proj.max', 'time_stats.emb.mean', 'time_stats.mlp_act.median', 'time_stats.input_layernorm.max', 'time_stats.mlp_down_proj.min', 'vocab_size', 'time_stats.attn_rope.std', 'time_stats.emb.std', 'time_stats.mlp_act.std'}) and 28 missing columns ({'time_stats.attn_input_reshape.max', 'batch_size', 'prefill_chunk_size', 'time_stats.attn_output_reshape.median', 'time_stats.attn_decode.mean', 'time_stats.attn_output_reshape.mean', 'time_stats.attn_prefill.median', 'time_stats.attn_decode.median', 'time_stats.attn_input_reshape.median', 'time_stats.attn_input_reshape.mean', 'time_stats.attn_decode.max', 'is_prefill', 'time_stats.attn_prefill.mean', 'time_stats.attn_output_reshape.min', 'time_stats.attn_input_reshape.std', 'time_stats.attn_prefill.min', 'time_stats.attn_output_reshape.std', 'kv_cache_size', 'time_stats.attn_prefill.std', 'n_q_head', 'time_stats.attn_output_reshape.max', 'max_model_len', 'time_stats.attn_decode.std', 'attention_backend', 'time_stats.attn_prefill.max', 'time_stats.attn_decode.min', 'block_size', 'time_stats.attn_input_reshape.min'}).
This happened while the csv dataset builder was generating data using
hf://datasets/project-vajra/dev-staging-microsoft-phi-2-h100/mlp.csv (at revision 879781f23b2f2fbf97649a1e39e3cbe042400250)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
time_stats.attn_input_reshape.min float64 | time_stats.attn_input_reshape.max float64 | time_stats.attn_input_reshape.mean float64 | time_stats.attn_input_reshape.median float64 | time_stats.attn_input_reshape.std float64 | time_stats.attn_decode.min float64 | time_stats.attn_decode.max float64 | time_stats.attn_decode.mean float64 | time_stats.attn_decode.median float64 | time_stats.attn_decode.std float64 | time_stats.attn_output_reshape.min float64 | time_stats.attn_output_reshape.max float64 | time_stats.attn_output_reshape.mean float64 | time_stats.attn_output_reshape.median float64 | time_stats.attn_output_reshape.std float64 | time_stats.attn_prefill.min null | time_stats.attn_prefill.max null | time_stats.attn_prefill.mean null | time_stats.attn_prefill.median null | time_stats.attn_prefill.std null | n_embd int64 | n_q_head int64 | n_kv_head int64 | block_size int64 | num_tensor_parallel_workers int64 | max_model_len int64 | batch_size int64 | prefill_chunk_size int64 | kv_cache_size int64 | is_prefill bool | attention_backend string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0 | 0 | 0 | 0 | 0.007 | 0.007 | 0.007 | 0.007 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 1 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.007 | 0.007 | 0.007 | 0.007 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 2 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.007 | 0.007 | 0.007 | 0.007 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 3 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.007 | 0.007 | 0.007 | 0.007 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 4 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.008 | 0.008 | 0.008 | 0.008 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 5 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.008 | 0.009 | 0.0082 | 0.008 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 6 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.008 | 0.009 | 0.0082 | 0.008 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 7 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.008 | 0.008 | 0.008 | 0.008 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 8 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.013 | 0.014 | 0.0134 | 0.013 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 9 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.015 | 0.015 | 0.015 | 0.015 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 10 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.015 | 0.015 | 0.015 | 0.015 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 11 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.015 | 0.015 | 0.015 | 0.015 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 12 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.015 | 0.015 | 0.015 | 0.015 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 13 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.015 | 0.016 | 0.0152 | 0.015 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 14 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.015 | 0.016 | 0.0154 | 0.015 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 15 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.016 | 0.016 | 0.016 | 0.016 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 16 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.02 | 0.022 | 0.0208 | 0.021 | 0.000748 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 17 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.022 | 0.022 | 0.022 | 0.022 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 18 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.022 | 0.022 | 0.022 | 0.022 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 19 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.022 | 0.022 | 0.022 | 0.022 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 20 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.022 | 0.022 | 0.022 | 0.022 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 21 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.022 | 0.023 | 0.0228 | 0.023 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 22 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.022 | 0.023 | 0.0224 | 0.022 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 23 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.022 | 0.023 | 0.0226 | 0.023 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 24 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.027 | 0.028 | 0.0272 | 0.027 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 25 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.028 | 0.029 | 0.0288 | 0.029 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 26 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.029 | 0.029 | 0.029 | 0.029 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 27 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.029 | 0.029 | 0.029 | 0.029 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 28 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.029 | 0.029 | 0.029 | 0.029 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 29 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.03 | 0.03 | 0.03 | 0.03 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 30 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.029 | 0.03 | 0.0298 | 0.03 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 31 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.03 | 0.03 | 0.03 | 0.03 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 32 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.03 | 0.03 | 0.03 | 0.03 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 33 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.035 | 0.036 | 0.0352 | 0.035 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 34 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.036 | 0.036 | 0.036 | 0.036 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 35 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.036 | 0.036 | 0.036 | 0.036 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 36 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.036 | 0.036 | 0.036 | 0.036 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 37 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.036 | 0.037 | 0.0368 | 0.037 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 38 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.036 | 0.037 | 0.0362 | 0.036 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 39 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.037 | 0.037 | 0.037 | 0.037 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 40 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.037 | 0.037 | 0.037 | 0.037 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 41 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.042 | 0.043 | 0.0422 | 0.042 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 42 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.042 | 0.043 | 0.0428 | 0.043 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 43 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.043 | 0.044 | 0.0432 | 0.043 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 44 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.043 | 0.043 | 0.043 | 0.043 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 45 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.044 | 0.044 | 0.044 | 0.044 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 46 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.044 | 0.044 | 0.044 | 0.044 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 47 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.044 | 0.044 | 0.044 | 0.044 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 48 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.044 | 0.045 | 0.0446 | 0.045 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 49 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.048 | 0.049 | 0.0488 | 0.049 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 50 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.05 | 0.05 | 0.05 | 0.05 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 51 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.051 | 0.051 | 0.051 | 0.051 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 52 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.051 | 0.052 | 0.0512 | 0.051 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 53 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.051 | 0.051 | 0.051 | 0.051 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 54 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.051 | 0.052 | 0.0512 | 0.051 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 55 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.052 | 0.052 | 0.052 | 0.052 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 56 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.052 | 0.053 | 0.0524 | 0.052 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 57 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.056 | 0.058 | 0.0566 | 0.056 | 0.0008 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 58 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.057 | 0.058 | 0.0574 | 0.057 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 59 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.058 | 0.059 | 0.0586 | 0.059 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 60 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.058 | 0.059 | 0.0584 | 0.058 | 0.00049 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 61 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.058 | 0.059 | 0.0584 | 0.058 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 62 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.059 | 0.059 | 0.059 | 0.059 | 0 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 63 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.06 | 0.061 | 0.0602 | 0.06 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 64 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.061 | 0.061 | 0.061 | 0.061 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 65 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.061 | 0.061 | 0.061 | 0.061 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 66 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.065 | 0.066 | 0.0658 | 0.066 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 67 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.067 | 0.067 | 0.067 | 0.067 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 68 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.066 | 0.067 | 0.0664 | 0.066 | 0.00049 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 69 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.067 | 0.067 | 0.067 | 0.067 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 70 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.067 | 0.067 | 0.067 | 0.067 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 71 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.068 | 0.069 | 0.0682 | 0.068 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 72 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.069 | 0.069 | 0.069 | 0.069 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 73 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.069 | 0.069 | 0.069 | 0.069 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 74 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.073 | 0.074 | 0.0738 | 0.074 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 75 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.075 | 0.076 | 0.0758 | 0.076 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 76 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.074 | 0.075 | 0.0744 | 0.074 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 77 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.075 | 0.076 | 0.0758 | 0.076 | 0.0004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 78 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.077 | 0.078 | 0.0774 | 0.077 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 79 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.078 | 0.078 | 0.078 | 0.078 | 0 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 80 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.078 | 0.078 | 0.078 | 0.078 | 0 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 81 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.078 | 0.079 | 0.0786 | 0.079 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 82 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.082 | 0.082 | 0.082 | 0.082 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 83 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.083 | 0.084 | 0.0832 | 0.083 | 0.0004 | 0.001 | 0.002 | 0.0014 | 0.001 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 84 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.084 | 0.084 | 0.084 | 0.084 | 0 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 85 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.086 | 0.086 | 0.086 | 0.086 | 0 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 86 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.085 | 0.085 | 0.085 | 0.085 | 0 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 87 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.085 | 0.086 | 0.0852 | 0.085 | 0.0004 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 88 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.087 | 0.088 | 0.0874 | 0.087 | 0.00049 | 0.001 | 0.002 | 0.0014 | 0.001 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 89 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.085 | 0.086 | 0.0854 | 0.085 | 0.00049 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 90 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.09 | 0.091 | 0.0908 | 0.091 | 0.0004 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 91 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.092 | 0.092 | 0.092 | 0.092 | 0 | 0.001 | 0.002 | 0.0012 | 0.001 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 92 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.093 | 0.094 | 0.0938 | 0.094 | 0.0004 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 93 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.092 | 0.093 | 0.0928 | 0.093 | 0.0004 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 94 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.095 | 0.096 | 0.0958 | 0.096 | 0.0004 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 95 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.095 | 0.096 | 0.0954 | 0.095 | 0.00049 | 0.001 | 0.002 | 0.0018 | 0.002 | 0.0004 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 96 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.096 | 0.096 | 0.096 | 0.096 | 0 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 97 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.097 | 0.097 | 0.097 | 0.097 | 0 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 98 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.096 | 0.096 | 0.096 | 0.096 | 0 | 0.001 | 0.002 | 0.0016 | 0.002 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 99 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
0 | 0 | 0 | 0 | 0 | 0.099 | 0.101 | 0.1004 | 0.101 | 0.0008 | 0.001 | 0.002 | 0.0014 | 0.001 | 0.00049 | null | null | null | null | null | 2,560 | 32 | 32 | 16 | 1 | 4,096 | 100 | 0 | 32 | false | AttentionBackend.FLASH_ATTENTION |
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