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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowNotImplementedError
Message: Cannot write struct type 'model_kwargs' with no child field to Parquet. Consider adding a dummy child field.
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 620, in write_table
self._build_writer(inferred_schema=pa_table.schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 441, in _build_writer
self.pa_writer = self._WRITER_CLASS(self.stream, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__
self.writer = _parquet.ParquetWriter(
File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'model_kwargs' with no child field to Parquet. Consider adding a dummy child field.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1886, in _prepare_split_single
num_examples, num_bytes = writer.finalize()
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 639, in finalize
self._build_writer(self.schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 441, in _build_writer
self.pa_writer = self._WRITER_CLASS(self.stream, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__
self.writer = _parquet.ParquetWriter(
File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'model_kwargs' with no child field to Parquet. Consider adding a dummy child field.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1417, 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 1049, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1897, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
name
string | backend
dict | scenario
dict | launcher
dict | environment
dict | print_report
bool | log_report
bool | load_model
dict | prefill
dict | decode
dict | per_token
dict |
|---|---|---|---|---|---|---|---|---|---|---|
2024-12-12-16:40:44/openvino | {
"name": "openvino",
"version": "2024.5.0",
"_target_": "optimum_benchmark.backends.openvino.backend.OVBackend",
"task": "text-generation",
"library": "transformers",
"model_type": "gpt2",
"model": "openai-community/gpt2",
"processor": "openai-community/gpt2",
"device": "cpu",
"device_ids": null,
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": false,
"export": null,
"use_cache": null,
"use_merged": null,
"load_in_8bit": null,
"load_in_4bit": null,
"ov_config": {},
"half": false,
"compile": false,
"reshape": false,
"reshape_kwargs": {
"batch_size": 2,
"sequence_length": 16
}
} | {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 10,
"duration": 10,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 2,
"sequence_length": 16
},
"new_tokens": null,
"memory": true,
"latency": true,
"energy": false,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 32,
"min_new_tokens": 32
},
"call_kwargs": {
"num_inference_steps": 5
}
} | {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": false,
"device_isolation_action": null,
"numactl": true,
"numactl_kwargs": {
"cpunodebind": 0,
"membind": 0
},
"start_method": "spawn"
} | {
"cpu": " AMD EPYC 7R13 Processor",
"cpu_count": 64,
"cpu_ram_mb": 529717.02272,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.10.205-195.807.amzn2.x86_64-x86_64-with-glibc2.36",
"processor": "",
"python_version": "3.10.16",
"optimum_benchmark_version": "0.5.0.dev0",
"optimum_benchmark_commit": null,
"transformers_version": "4.46.3",
"transformers_commit": null,
"accelerate_version": "1.2.0",
"accelerate_commit": null,
"diffusers_version": "0.31.0",
"diffusers_commit": null,
"optimum_version": "1.23.3",
"optimum_commit": null,
"timm_version": null,
"timm_commit": null,
"peft_version": null,
"peft_commit": null
} | false | true | null | null | null | null |
null | null | null | null | null | null | null | {
"memory": {
"unit": "MB",
"max_ram": 2397.077504,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
15.132873546332121
],
"count": 1,
"total": 15.132873546332121,
"mean": 15.132873546332121,
"p50": 15.132873546332121,
"p90": 15.132873546332121,
"p95": 15.132873546332121,
"p99": 15.132873546332121,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
} | {
"memory": {
"unit": "MB",
"max_ram": 2679.709696,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.14973318204283714,
0.18666228279471397,
0.027380209416151047,
0.02813691645860672,
0.0413232184946537,
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0.06834907829761505,
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],
"count": 10,
"total": 0.689775362610817,
"mean": 0.06897753626108169,
"p50": 0.05449105240404606,
"p90": 0.15342609211802483,
"p95": 0.17004418745636937,
"p99": 0.18333866372704508,
"stdev": 0.053301868597215654,
"stdev_": 77.27424243664888
},
"throughput": {
"unit": "samples/s",
"value": 28.99494688285111
},
"energy": null,
"efficiency": null
} | {
"memory": {
"unit": "MB",
"max_ram": 2680.049664,
"max_global_vram": null,
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},
"latency": {
"unit": "s",
"values": [
1.4166215844452381,
1.5008420012891293,
1.3766007609665394,
1.2705437578260899,
1.855466939508915,
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],
"count": 10,
"total": 14.868125762790442,
"mean": 1.486812576279044,
"p50": 1.4224682487547398,
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"stdev": 0.21165325709999733,
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},
"throughput": {
"unit": "tokens/s",
"value": 41.69994321353109
},
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"efficiency": null
} | {
"memory": null,
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} |
2024-12-12-16:43:18/openvino | {
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2024-12-12-17:51:29/openvino | {
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"generate_kwargs": {
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},
"call_kwargs": {
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}
} | {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
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"numactl": true,
"numactl_kwargs": {
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},
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} | {
"cpu": " AMD EPYC 7R13 Processor",
"cpu_count": 64,
"cpu_ram_mb": 529717.02272,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.10.205-195.807.amzn2.x86_64-x86_64-with-glibc2.36",
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"peft_version": null,
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} | false | true | null | null | null | null |
null | null | null | null | null | null | null | {"memory":{"unit":"MB","max_ram":2390.089728,"max_global_vram":null,"max_process_vram":null,"max_res(...TRUNCATED) | {"memory":{"unit":"MB","max_ram":2688.08192,"max_global_vram":null,"max_process_vram":null,"max_rese(...TRUNCATED) | {"memory":{"unit":"MB","max_ram":2688.08192,"max_global_vram":null,"max_process_vram":null,"max_rese(...TRUNCATED) | {"memory":null,"latency":{"unit":"s","values":[0.08446569368243217,0.016460534185171127,0.1711131371(...TRUNCATED) |
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