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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 3 new columns ({'Request Id', 'cdf', 'cluster_decode_attn_computation'}) and 4 missing columns ({'operation', 'data_source', 'precision', 'approximation_factor'}).
This happened while the csv dataset builder was generating data using
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'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_session_id.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_sj2q_pen_first_long_history_round_number.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_sj2q_pen_long_history_to_qshort_reentry_count.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_sj2q_pen_qlong_entries_total.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_sj2q_pen_qshort_entries_total.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_sj2q_pen_qshort_long_history_entries_total.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_spec_acceptance_ratio.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_spec_accepted_drafts.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_spec_committed_per_iteration.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_spec_committed_tokens.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_spec_rejected_drafts.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_spec_total_iterations.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_thinking_round_count.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_thinking_time.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_tool_call_time.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_total_preemption_count.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_waiting_time_decode.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_waiting_time_decode_attn.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_waiting_time_decode_ffn.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_waiting_time_prefill.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_waiting_time_total.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/tpot.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/tpot_computation.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/tpot_transfer.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/transfer_kv_cache.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/transfer_m2n_attn_to_ffn.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/transfer_m2n_ffn_to_attn.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/transfer_m2n_total.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/ttft.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/ttft_decode_first_token.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/ttft_kv_transfer.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/ttft_prefill_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/request_metrics.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_combined.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_combined_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_mixed.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_mixed_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_true_mixed.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_true_mixed_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/linear_op.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/linear_op_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/throughput_timeseries.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_i1xxsco2/frontier/probe_B200_tp1/stock/trace.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_combined.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_combined_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_mixed.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_mixed_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_true_mixed.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/attention_true_mixed_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/linear_op.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/profile-view/data/profiling/compute/b200/llama3.1-8b/linear_op_kernel_only.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_wd37zsmi/frontier/probe_B200_tp1/stock/trace.csv']
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 "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
Request Id: int64
cluster_decode_attn_computation: int64
cdf: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 660
to
{'operation': Value('string'), 'precision': Value('string'), 'data_source': Value('string'), 'approximation_factor': Value('float64')}
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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
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 3 new columns ({'Request Id', 'cdf', 'cluster_decode_attn_computation'}) and 4 missing columns ({'operation', 'data_source', 'precision', 'approximation_factor'}).
This happened while the csv dataset builder was generating data using
hf://datasets/imraazib/servesim/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/cluster_decode_attn_computation.csv (at revision d0f0879391931c1c53275d278473c63db8ac4489), ['hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/op_precision_metadata.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/cluster_decode_attn_computation.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/cluster_decode_attn_e2e_time.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/cluster_decode_computation.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/cluster_decode_ffn_computation.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/cluster_decode_ffn_e2e_time.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/cluster_prefill_computation.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/decode_e2e_time.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/decode_e2e_time_per_token.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/decode_first_token_latency.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/final_round_decode_wait_ms.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/final_round_prefill_service_ms.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/final_round_prefill_wait_ms.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/late_hidden_prefill_wait_ms.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/monolithic/monolithic_batch_execution_time.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/monolithic/monolithic_batch_num_decode_tokens.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/monolithic/monolithic_batch_num_prefill_tokens.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/monolithic/monolithic_batch_num_tokens.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/monolithic/monolithic_batch_size.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/prefill_e2e_time.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/prefill_execution_plus_preemption.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/prefill_execution_plus_preemption_per_token.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_arrival_time_series.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_cached_prefill_tokens.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_completion_time_series.csv', 'hf://datasets/imraazib/servesim@d0f0879391931c1c53275d278473c63db8ac4489/profiles/B200_Llama-3.1-8B_tp1_bf16/frontier/validation/probe_B200_tp1_6h27fi9s/frontier/probe_B200_tp1/stock/llama3_1_8b/online_serving/arena/plots/request_decode_attn_preemption_count.csv', 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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.
operation string | precision string | data_source string | approximation_factor null |
|---|---|---|---|
add | BF16 | profiling | null |
attn_decode | BF16 | profiling | null |
attn_inter_norm | BF16 | profiling | null |
attn_kv_cache_save | BF16 | profiling | null |
attn_mla_decode | BF16 | profiling | null |
attn_mla_decode_q_latent_proj | BF16 | profiling | null |
attn_mla_kv_cache_save | BF16 | profiling | null |
attn_mla_prefill | BF16 | profiling | null |
attn_mla_prefill_kv_up_proj | BF16 | profiling | null |
attn_mla_v_up_proj | BF16 | profiling | null |
attn_post_proj | BF16 | profiling | null |
attn_pre_proj | BF16 | profiling | null |
attn_prefill | BF16 | profiling | null |
attn_rope | BF16 | profiling | null |
attn_wq_proj | BF16 | profiling | null |
emb | BF16 | profiling | null |
input_layernorm | BF16 | profiling | null |
lm_head_linear | BF16 | profiling | null |
mlp_act | BF16 | profiling | null |
mlp_down_proj | BF16 | profiling | null |
mlp_up_proj | BF16 | profiling | null |
moe_gating | BF16 | profiling | null |
moe_gating_linear | BF16 | profiling | null |
moe_gating_routing_topk | BF16 | profiling | null |
moe_grouped_gemm | BF16 | profiling | null |
moe_shuffling | BF16 | profiling | null |
mtp_fusion_proj | BF16 | profiling | null |
post_attention_layernorm | BF16 | profiling | null |
share_expert_act | BF16 | profiling | null |
share_expert_down_proj | BF16 | profiling | null |
share_expert_up_proj | BF16 | profiling | null |
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