Dataset Preview
Full Screen Viewer
Full Screen
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 1869, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 578, 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 399, 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 1885, 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 597, in finalize
self._build_writer(self.schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 399, 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 1392, 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 1041, 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 999, 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 1740, 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 1896, 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.
config
dict | report
dict | name
string | backend
dict | scenario
dict | launcher
dict | environment
dict | print_report
bool | log_report
bool | load
dict | prefill
dict | decode
dict | per_token
dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
{
"name": "2024-10-21-17-02-49/openvino",
"backend": {
"name": "openvino",
"version": "2024.4.0",
"_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": true,
"use_cache": true,
"use_merged": true,
"openvino_config": {},
"half": false,
"reshape": false,
"quantization": false,
"quantization_config": {},
"calibration": false,
"calibration_config": {}
},
"scenario": {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 10,
"duration": 10,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 2,
"num_choices": 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": {}
},
"launcher": {
"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"
},
"environment": {
"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": "3.10.15",
"optimum_benchmark_version": "0.5.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.2",
"accelerate_commit": null,
"diffusers_version": null,
"diffusers_commit": null,
"optimum_version": "1.22.0",
"optimum_commit": null,
"timm_version": null,
"timm_commit": null,
"peft_version": null,
"peft_commit": null
},
"print_report": false,
"log_report": true
} | {
"load": {
"memory": {
"unit": "MB",
"max_ram": 2315.85792,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
7.028849016875029
],
"count": 1,
"total": 7.028849016875029,
"mean": 7.028849016875029,
"p50": 7.028849016875029,
"p90": 7.028849016875029,
"p95": 7.028849016875029,
"p99": 7.028849016875029,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
},
"prefill": {
"memory": {
"unit": "MB",
"max_ram": 2377.310208,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.05885552987456322,
0.02364581823348999,
0.02979157492518425,
0.081603292375803,
0.024604961276054382,
0.03558286651968956,
0.022596970200538635,
0.02347884327173233,
0.0287240631878376,
0.06448216363787651
],
"count": 10,
"total": 0.39336608350276947,
"mean": 0.03933660835027695,
"p50": 0.029257819056510925,
"p90": 0.06619427651166915,
"p95": 0.07389878444373606,
"p99": 0.0800623907893896,
"stdev": 0.02003120241280407,
"stdev_": 50.92254582406833
},
"throughput": {
"unit": "tokens/s",
"value": 813.4915881677609
},
"energy": null,
"efficiency": null
},
"decode": {
"memory": {
"unit": "MB",
"max_ram": 2377.310208,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.9008748643100262,
1.5702370442450047,
1.4045211784541607,
1.5048012360930443,
1.6685373783111572,
1.6798498593270779,
1.6700320430099964,
1.3675638362765312,
1.5951625742018223,
1.6965471729636192
],
"count": 10,
"total": 16.05812718719244,
"mean": 1.605812718719244,
"p50": 1.6318499762564898,
"p90": 1.7169799420982599,
"p95": 1.808927403204143,
"p99": 1.8824853720888495,
"stdev": 0.14754579006284801,
"stdev_": 9.188231500652632
},
"throughput": {
"unit": "tokens/s",
"value": 38.60973280212256
},
"energy": null,
"efficiency": null
},
"per_token": {
"memory": null,
"latency": {
"unit": "s",
"values": [
0.036176424473524094,
0.05428296700119972,
0.02464061602950096,
0.08513526618480682,
0.02010687068104744,
0.020006313920021057,
0.06976010277867317,
0.021404825150966644,
0.014879975467920303,
0.07643061131238937,
0.01432371512055397,
0.1944337747991085,
0.060791198164224625,
0.11901348829269409,
0.016998346894979477,
0.09148794040083885,
0.01641702651977539,
0.06851667538285255,
0.02731948345899582,
0.060079947113990784,
0.0403645858168602,
0.0627397894859314,
0.01878589391708374,
0.018383584916591644,
0.198827613145113,
0.06102588400244713,
0.020124860107898712,
0.09604520350694656,
0.18714530393481255,
0.019056327641010284,
0.08565982058644295,
0.08736962825059891,
0.01662125438451767,
0.0666731745004654,
0.023834440857172012,
0.08509980514645576,
0.03194505721330643,
0.05671308934688568,
0.023673735558986664,
0.08370515704154968,
0.016121380031108856,
0.18330584093928337,
0.016942862421274185,
0.019826151430606842,
0.06402275711297989,
0.024109169840812683,
0.02349981665611267,
0.05536828935146332,
0.0965951681137085,
0.016446467489004135,
0.019964180886745453,
0.07023829966783524,
0.018490798771381378,
0.01844802126288414,
0.08825085312128067,
0.060346346348524094,
0.02796701341867447,
0.016128692775964737,
0.09161108732223511,
0.08825647830963135,
0.016346096992492676,
0.06183292344212532,
0.08622807264328003,
0.08939162641763687,
0.01624978333711624,
0.019875366240739822,
0.0642765425145626,
0.019905708730220795,
0.02384750172495842,
0.16680911928415298,
0.017454661428928375,
0.07736801728606224,
0.08609164133667946,
0.02417011186480522,
0.016088124364614487,
0.07214627042412758,
0.01984882354736328,
0.024059448391199112,
0.05259424448013306,
0.023592565208673477,
0.018422629684209824,
0.05475291982293129,
0.09818245097994804,
0.01482165977358818,
0.018721625208854675,
0.01875666156411171,
0.06027049943804741,
0.023840509355068207,
0.0598735548555851,
0.019784022122621536,
0.01630326360464096,
0.08386922255158424,
0.016408007591962814,
0.08145488053560257,
0.01514400914311409,
0.08483690023422241,
0.03235502541065216,
0.18316690996289253,
0.016780678182840347,
0.07359784469008446,
0.019301362335681915,
0.02865409106016159,
0.15020259842276573,
0.016309525817632675,
0.02379743754863739,
0.06469862908124924,
0.02717866748571396,
0.016059957444667816,
0.0616898275911808,
0.01833246648311615,
0.019599024206399918,
0.05348118767142296,
0.03474726527929306,
0.06018758937716484,
0.023925792425870895,
0.01898156851530075,
0.06914648041129112,
0.013354502618312836,
0.018743343651294708,
0.16115761175751686,
0.01690155640244484,
0.021828006953001022,
0.05819404125213623,
0.020490460097789764,
0.08371565118432045,
0.0166214257478714,
0.06962482631206512,
0.016564153134822845,
0.02182687819004059,
0.06415772810578346,
0.019905369728803635,
0.08758079633116722,
0.014441467821598053,
0.0660480335354805,
0.023825090378522873,
0.019976232200860977,
0.14736100286245346,
0.21549655124545097,
0.02508758008480072,
0.06394831836223602,
0.19531801715493202,
0.01973665878176689,
0.020975448191165924,
0.06230177730321884,
0.017150647938251495,
0.018937837332487106,
0.06138579547405243,
0.09978949651122093,
0.016425367444753647,
0.020011935383081436,
0.0200921930372715,
0.06024748086929321,
0.019599895924329758,
0.01854591816663742,
0.06135965883731842,
0.07949794828891754,
0.06553152948617935,
0.024959489703178406,
0.08956144377589226,
0.12447753548622131,
0.06405750662088394,
0.023217380046844482,
0.02090325579047203,
0.05239633098244667,
0.21963677927851677,
0.01925045996904373,
0.08429602906107903,
0.016404889523983,
0.0660945288836956,
0.023662734776735306,
0.022025257349014282,
0.051127951592206955,
0.09856290370225906,
0.016997188329696655,
0.021547455340623856,
0.018351897597312927,
0.1449412852525711,
0.019166219979524612,
0.029609329998493195,
0.052306659519672394,
0.019531354308128357,
0.02019285410642624,
0.019346892833709717,
0.09189707785844803,
0.057242151349782944,
0.022510111331939697,
0.061612892895936966,
0.020097699016332626,
0.016806136816740036,
0.04976274073123932,
0.022699501365423203,
0.018645301461219788,
0.08746004104614258,
0.07734161987900734,
0.090744998306036,
0.219412662088871,
0.029494095593690872,
0.0793362595140934,
0.016445204615592957,
0.07349149137735367,
0.018414881080389023,
0.09930755570530891,
0.06452012434601784,
0.01846388727426529,
0.021430183202028275,
0.060364991426467896,
0.13504431024193764,
0.0675152987241745,
0.029580768197774887,
0.06766440719366074,
0.016069885343313217,
0.020411498844623566,
0.06012666970491409,
0.027205459773540497,
0.020012598484754562,
0.06250866502523422,
0.017567716538906097,
0.017949119210243225,
0.04415910318493843,
0.017150182276964188,
0.02092793583869934,
0.05154724046587944,
0.01663682982325554,
0.035442836582660675,
0.08005334809422493,
0.016321904957294464,
0.06007276847958565,
0.02007818967103958,
0.0227806456387043,
0.05317587032914162,
0.043545328080654144,
0.0522884801030159,
0.01854587346315384,
0.08510943129658699,
0.014439847320318222,
0.024514853954315186,
0.05818137899041176,
0.01931953802704811,
0.01923982799053192,
0.06838909909129143,
0.19146821647882462,
0.019697070121765137,
0.0273909792304039,
0.06459451466798782,
0.09649816900491714,
0.015466634184122086,
0.020998533815145493,
0.07105062529444695,
0.05960690975189209,
0.016850106418132782,
0.019021283835172653,
0.06036694720387459,
0.024242423474788666,
0.022064629942178726,
0.062265634536743164,
0.09091807901859283,
0.01966267079114914,
0.01854228973388672,
0.0856449231505394,
0.014919143170118332,
0.10112086683511734,
0.08424531295895576,
0.016448576003313065,
0.10723071917891502,
0.058740418404340744,
0.021799985319375992,
0.023913100361824036,
0.056245073676109314,
0.2209479622542858,
0.019006289541721344,
0.06391571462154388,
0.023955032229423523,
0.09148820862174034,
0.01675424352288246,
0.07108772546052933,
0.02404189109802246,
0.06105734407901764,
0.019740786403417587,
0.01877014711499214,
0.020291924476623535,
0.10648790001869202,
0.014973364770412445,
0.06640227511525154,
0.0878971628844738,
0.1353103555738926,
0.06469268351793289,
0.020083896815776825,
0.020029433071613312,
0.062288060784339905,
0.1015404723584652,
0.01956021413207054,
0.17987413331866264,
0.016679774969816208,
0.08370039239525795,
0.024614591151475906,
0.022093791514635086,
0.06377182528376579,
0.02155681699514389,
0.08370539173483849,
0.016545671969652176,
0.11255328729748726,
0.06365567073225975,
0.014998208731412888,
0.08454111218452454,
0.014412760734558105,
0.023259207606315613,
0.0602559819817543,
0.018257364630699158,
0.02027173712849617,
0.05169415846467018
],
"count": 310,
"total": 16.052994020283222,
"mean": 0.05178385167833297,
"p50": 0.02907409332692623,
"p90": 0.09650786891579628,
"p95": 0.14627212993800642,
"p99": 0.21399634681642096,
"stdev": 0.043476343631525236,
"stdev_": 83.95733847993446
},
"throughput": {
"unit": "tokens/s",
"value": 38.62207879829892
},
"energy": null,
"efficiency": null
}
} | null | null | null | null | null | null | null | null | null | null | null |
null | null | 2024-10-21-17-02-49/openvino | {
"name": "openvino",
"version": "2024.4.0",
"_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": true,
"use_cache": true,
"use_merged": true,
"openvino_config": {},
"half": false,
"reshape": false,
"quantization": false,
"quantization_config": {},
"calibration": false,
"calibration_config": {}
} | {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 10,
"duration": 10,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 2,
"num_choices": 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": {}
} | {
"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": "3.10.15",
"optimum_benchmark_version": "0.5.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.2",
"accelerate_commit": null,
"diffusers_version": null,
"diffusers_commit": null,
"optimum_version": "1.22.0",
"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 | null | null | {
"memory": {
"unit": "MB",
"max_ram": 2315.85792,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
7.028849016875029
],
"count": 1,
"total": 7.028849016875029,
"mean": 7.028849016875029,
"p50": 7.028849016875029,
"p90": 7.028849016875029,
"p95": 7.028849016875029,
"p99": 7.028849016875029,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
} | {
"memory": {
"unit": "MB",
"max_ram": 2377.310208,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.05885552987456322,
0.02364581823348999,
0.02979157492518425,
0.081603292375803,
0.024604961276054382,
0.03558286651968956,
0.022596970200538635,
0.02347884327173233,
0.0287240631878376,
0.06448216363787651
],
"count": 10,
"total": 0.39336608350276947,
"mean": 0.03933660835027695,
"p50": 0.029257819056510925,
"p90": 0.06619427651166915,
"p95": 0.07389878444373606,
"p99": 0.0800623907893896,
"stdev": 0.02003120241280407,
"stdev_": 50.92254582406833
},
"throughput": {
"unit": "tokens/s",
"value": 813.4915881677609
},
"energy": null,
"efficiency": null
} | {
"memory": {
"unit": "MB",
"max_ram": 2377.310208,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.9008748643100262,
1.5702370442450047,
1.4045211784541607,
1.5048012360930443,
1.6685373783111572,
1.6798498593270779,
1.6700320430099964,
1.3675638362765312,
1.5951625742018223,
1.6965471729636192
],
"count": 10,
"total": 16.05812718719244,
"mean": 1.605812718719244,
"p50": 1.6318499762564898,
"p90": 1.7169799420982599,
"p95": 1.808927403204143,
"p99": 1.8824853720888495,
"stdev": 0.14754579006284801,
"stdev_": 9.188231500652632
},
"throughput": {
"unit": "tokens/s",
"value": 38.60973280212256
},
"energy": null,
"efficiency": null
} | {
"memory": null,
"latency": {
"unit": "s",
"values": [
0.036176424473524094,
0.05428296700119972,
0.02464061602950096,
0.08513526618480682,
0.02010687068104744,
0.020006313920021057,
0.06976010277867317,
0.021404825150966644,
0.014879975467920303,
0.07643061131238937,
0.01432371512055397,
0.1944337747991085,
0.060791198164224625,
0.11901348829269409,
0.016998346894979477,
0.09148794040083885,
0.01641702651977539,
0.06851667538285255,
0.02731948345899582,
0.060079947113990784,
0.0403645858168602,
0.0627397894859314,
0.01878589391708374,
0.018383584916591644,
0.198827613145113,
0.06102588400244713,
0.020124860107898712,
0.09604520350694656,
0.18714530393481255,
0.019056327641010284,
0.08565982058644295,
0.08736962825059891,
0.01662125438451767,
0.0666731745004654,
0.023834440857172012,
0.08509980514645576,
0.03194505721330643,
0.05671308934688568,
0.023673735558986664,
0.08370515704154968,
0.016121380031108856,
0.18330584093928337,
0.016942862421274185,
0.019826151430606842,
0.06402275711297989,
0.024109169840812683,
0.02349981665611267,
0.05536828935146332,
0.0965951681137085,
0.016446467489004135,
0.019964180886745453,
0.07023829966783524,
0.018490798771381378,
0.01844802126288414,
0.08825085312128067,
0.060346346348524094,
0.02796701341867447,
0.016128692775964737,
0.09161108732223511,
0.08825647830963135,
0.016346096992492676,
0.06183292344212532,
0.08622807264328003,
0.08939162641763687,
0.01624978333711624,
0.019875366240739822,
0.0642765425145626,
0.019905708730220795,
0.02384750172495842,
0.16680911928415298,
0.017454661428928375,
0.07736801728606224,
0.08609164133667946,
0.02417011186480522,
0.016088124364614487,
0.07214627042412758,
0.01984882354736328,
0.024059448391199112,
0.05259424448013306,
0.023592565208673477,
0.018422629684209824,
0.05475291982293129,
0.09818245097994804,
0.01482165977358818,
0.018721625208854675,
0.01875666156411171,
0.06027049943804741,
0.023840509355068207,
0.0598735548555851,
0.019784022122621536,
0.01630326360464096,
0.08386922255158424,
0.016408007591962814,
0.08145488053560257,
0.01514400914311409,
0.08483690023422241,
0.03235502541065216,
0.18316690996289253,
0.016780678182840347,
0.07359784469008446,
0.019301362335681915,
0.02865409106016159,
0.15020259842276573,
0.016309525817632675,
0.02379743754863739,
0.06469862908124924,
0.02717866748571396,
0.016059957444667816,
0.0616898275911808,
0.01833246648311615,
0.019599024206399918,
0.05348118767142296,
0.03474726527929306,
0.06018758937716484,
0.023925792425870895,
0.01898156851530075,
0.06914648041129112,
0.013354502618312836,
0.018743343651294708,
0.16115761175751686,
0.01690155640244484,
0.021828006953001022,
0.05819404125213623,
0.020490460097789764,
0.08371565118432045,
0.0166214257478714,
0.06962482631206512,
0.016564153134822845,
0.02182687819004059,
0.06415772810578346,
0.019905369728803635,
0.08758079633116722,
0.014441467821598053,
0.0660480335354805,
0.023825090378522873,
0.019976232200860977,
0.14736100286245346,
0.21549655124545097,
0.02508758008480072,
0.06394831836223602,
0.19531801715493202,
0.01973665878176689,
0.020975448191165924,
0.06230177730321884,
0.017150647938251495,
0.018937837332487106,
0.06138579547405243,
0.09978949651122093,
0.016425367444753647,
0.020011935383081436,
0.0200921930372715,
0.06024748086929321,
0.019599895924329758,
0.01854591816663742,
0.06135965883731842,
0.07949794828891754,
0.06553152948617935,
0.024959489703178406,
0.08956144377589226,
0.12447753548622131,
0.06405750662088394,
0.023217380046844482,
0.02090325579047203,
0.05239633098244667,
0.21963677927851677,
0.01925045996904373,
0.08429602906107903,
0.016404889523983,
0.0660945288836956,
0.023662734776735306,
0.022025257349014282,
0.051127951592206955,
0.09856290370225906,
0.016997188329696655,
0.021547455340623856,
0.018351897597312927,
0.1449412852525711,
0.019166219979524612,
0.029609329998493195,
0.052306659519672394,
0.019531354308128357,
0.02019285410642624,
0.019346892833709717,
0.09189707785844803,
0.057242151349782944,
0.022510111331939697,
0.061612892895936966,
0.020097699016332626,
0.016806136816740036,
0.04976274073123932,
0.022699501365423203,
0.018645301461219788,
0.08746004104614258,
0.07734161987900734,
0.090744998306036,
0.219412662088871,
0.029494095593690872,
0.0793362595140934,
0.016445204615592957,
0.07349149137735367,
0.018414881080389023,
0.09930755570530891,
0.06452012434601784,
0.01846388727426529,
0.021430183202028275,
0.060364991426467896,
0.13504431024193764,
0.0675152987241745,
0.029580768197774887,
0.06766440719366074,
0.016069885343313217,
0.020411498844623566,
0.06012666970491409,
0.027205459773540497,
0.020012598484754562,
0.06250866502523422,
0.017567716538906097,
0.017949119210243225,
0.04415910318493843,
0.017150182276964188,
0.02092793583869934,
0.05154724046587944,
0.01663682982325554,
0.035442836582660675,
0.08005334809422493,
0.016321904957294464,
0.06007276847958565,
0.02007818967103958,
0.0227806456387043,
0.05317587032914162,
0.043545328080654144,
0.0522884801030159,
0.01854587346315384,
0.08510943129658699,
0.014439847320318222,
0.024514853954315186,
0.05818137899041176,
0.01931953802704811,
0.01923982799053192,
0.06838909909129143,
0.19146821647882462,
0.019697070121765137,
0.0273909792304039,
0.06459451466798782,
0.09649816900491714,
0.015466634184122086,
0.020998533815145493,
0.07105062529444695,
0.05960690975189209,
0.016850106418132782,
0.019021283835172653,
0.06036694720387459,
0.024242423474788666,
0.022064629942178726,
0.062265634536743164,
0.09091807901859283,
0.01966267079114914,
0.01854228973388672,
0.0856449231505394,
0.014919143170118332,
0.10112086683511734,
0.08424531295895576,
0.016448576003313065,
0.10723071917891502,
0.058740418404340744,
0.021799985319375992,
0.023913100361824036,
0.056245073676109314,
0.2209479622542858,
0.019006289541721344,
0.06391571462154388,
0.023955032229423523,
0.09148820862174034,
0.01675424352288246,
0.07108772546052933,
0.02404189109802246,
0.06105734407901764,
0.019740786403417587,
0.01877014711499214,
0.020291924476623535,
0.10648790001869202,
0.014973364770412445,
0.06640227511525154,
0.0878971628844738,
0.1353103555738926,
0.06469268351793289,
0.020083896815776825,
0.020029433071613312,
0.062288060784339905,
0.1015404723584652,
0.01956021413207054,
0.17987413331866264,
0.016679774969816208,
0.08370039239525795,
0.024614591151475906,
0.022093791514635086,
0.06377182528376579,
0.02155681699514389,
0.08370539173483849,
0.016545671969652176,
0.11255328729748726,
0.06365567073225975,
0.014998208731412888,
0.08454111218452454,
0.014412760734558105,
0.023259207606315613,
0.0602559819817543,
0.018257364630699158,
0.02027173712849617,
0.05169415846467018
],
"count": 310,
"total": 16.052994020283222,
"mean": 0.05178385167833297,
"p50": 0.02907409332692623,
"p90": 0.09650786891579628,
"p95": 0.14627212993800642,
"p99": 0.21399634681642096,
"stdev": 0.043476343631525236,
"stdev_": 83.95733847993446
},
"throughput": {
"unit": "tokens/s",
"value": 38.62207879829892
},
"energy": null,
"efficiency": null
} |
{
"name": "2024-10-21-17-02-49/pytorch",
"backend": {
"name": "pytorch",
"version": "2.4.1",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"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,
"device_map": null,
"torch_dtype": "float32",
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {},
"quantization_scheme": null,
"quantization_config": {},
"deepspeed_inference": false,
"deepspeed_inference_config": {},
"peft_type": null,
"peft_config": {}
},
"scenario": {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 10,
"duration": 10,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 2,
"num_choices": 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": {}
},
"launcher": {
"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"
},
"environment": {
"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": "3.10.15",
"optimum_benchmark_version": "0.5.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.2",
"accelerate_commit": null,
"diffusers_version": null,
"diffusers_commit": null,
"optimum_version": "1.22.0",
"optimum_commit": null,
"timm_version": null,
"timm_commit": null,
"peft_version": null,
"peft_commit": null
},
"print_report": false,
"log_report": true
} | {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1511.952384,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.6824433393776417
],
"count": 1,
"total": 1.6824433393776417,
"mean": 1.6824433393776417,
"p50": 1.6824433393776417,
"p90": 1.6824433393776417,
"p95": 1.6824433393776417,
"p99": 1.6824433393776417,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
},
"prefill": {
"memory": {
"unit": "MB",
"max_ram": 1607.860224,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.11356927827000618,
0.12102339044213295,
0.17740445584058762,
0.12898390367627144,
0.12069202959537506,
0.17938660830259323,
0.12032097578048706,
0.12909867987036705,
0.16880978643894196,
0.1704593002796173
],
"count": 10,
"total": 1.4297484084963799,
"mean": 0.142974840849638,
"p50": 0.12904129177331924,
"p90": 0.17760267108678818,
"p95": 0.1784946396946907,
"p99": 0.17920821458101271,
"stdev": 0.025843033593847917,
"stdev_": 18.07523158639232
},
"throughput": {
"unit": "tokens/s",
"value": 223.8156014711243
},
"energy": null,
"efficiency": null
},
"decode": {
"memory": {
"unit": "MB",
"max_ram": 1608.192,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
2.003968395292759,
1.99579543992877,
1.9997130669653416,
2.0577770359814167,
2.002662528306246,
1.9959323331713676,
1.9956984110176563,
1.9877891093492508,
1.9437489062547684,
1.9966221041977406
],
"count": 10,
"total": 19.979707330465317,
"mean": 1.9979707330465317,
"p50": 1.996277218684554,
"p90": 2.009349259361625,
"p95": 2.033563147671521,
"p99": 2.0529342583194374,
"stdev": 0.025879249750573787,
"stdev_": 1.295276718649065
},
"throughput": {
"unit": "tokens/s",
"value": 31.031485584106427
},
"energy": null,
"efficiency": null
},
"per_token": {
"memory": null,
"latency": {
"unit": "s",
"values": [
0.08290493860840797,
0.029768113046884537,
0.08687425404787064,
0.02995363250374794,
0.07877011969685555,
0.08731310814619064,
0.030303150415420532,
0.0795217789709568,
0.08783405274152756,
0.030614882707595825,
0.07916086539626122,
0.08686229214072227,
0.030553389340639114,
0.0792069211602211,
0.086700938642025,
0.030286431312561035,
0.08023051917552948,
0.08692965283989906,
0.030506007373332977,
0.07954404130578041,
0.03117005154490471,
0.08802908658981323,
0.07969382405281067,
0.030377954244613647,
0.08688848465681076,
0.07893484830856323,
0.030035004019737244,
0.08739648759365082,
0.07898245379328728,
0.030569743365049362,
0.08748139441013336,
0.08720375597476959,
0.07930684834718704,
0.03003791719675064,
0.08707630634307861,
0.0779709741473198,
0.029767539352178574,
0.08651818707585335,
0.029979880899190903,
0.07837695255875587,
0.08719000965356827,
0.029964357614517212,
0.07853163778781891,
0.08769164234399796,
0.030194584280252457,
0.07925865799188614,
0.08732463419437408,
0.030628014355897903,
0.0792209841310978,
0.0856688842177391,
0.030306946486234665,
0.07938256859779358,
0.08724340423941612,
0.030177336186170578,
0.08117293566465378,
0.08820676058530807,
0.03051135689020157,
0.07929281145334244,
0.030114222317934036,
0.08731184527277946,
0.07917311415076256,
0.030417781323194504,
0.08629284054040909,
0.030060309916734695,
0.07856028154492378,
0.029982127249240875,
0.08629709482192993,
0.08167045935988426,
0.030002914369106293,
0.08692952245473862,
0.07855475321412086,
0.03024846687912941,
0.08675124868750572,
0.02980988100171089,
0.0783306434750557,
0.08686115965247154,
0.030309975147247314,
0.08038786426186562,
0.0886889360845089,
0.030641652643680573,
0.07971063628792763,
0.08724543079733849,
0.030308179557323456,
0.07917986437678337,
0.08771225437521935,
0.031097538769245148,
0.07969512417912483,
0.0873819962143898,
0.030842453241348267,
0.07923725619912148,
0.08584609627723694,
0.03114262968301773,
0.07933365553617477,
0.07954621315002441,
0.08699578046798706,
0.030185505747795105,
0.07905017212033272,
0.08748038858175278,
0.03184349834918976,
0.0800260566174984,
0.0873182825744152,
0.030915815383195877,
0.07943721860647202,
0.08623646199703217,
0.03124794363975525,
0.07934311404824257,
0.03690690919756889,
0.07905439287424088,
0.07919153571128845,
0.030887730419635773,
0.08812009915709496,
0.07986462488770485,
0.03187134489417076,
0.08786103129386902,
0.07940198108553886,
0.0318022258579731,
0.08803275227546692,
0.07987315952777863,
0.030230648815631866,
0.08732926845550537,
0.07893716543912888,
0.031017296016216278,
0.08815096691250801,
0.07903868332505226,
0.08737840875983238,
0.029742710292339325,
0.0789823979139328,
0.0855221338570118,
0.029834691435098648,
0.0783546008169651,
0.02991395816206932,
0.08675343915820122,
0.07866501063108444,
0.029960516840219498,
0.08699065446853638,
0.07840747386217117,
0.02972714975476265,
0.08706442266702652,
0.029849741607904434,
0.0785021223127842,
0.0864981971681118,
0.030232835561037064,
0.08035014197230339,
0.08821791410446167,
0.03116045519709587,
0.08355510979890823,
0.08799733594059944,
0.030904293060302734,
0.08000020310282707,
0.08788298442959785,
0.030625533312559128,
0.07993805781006813,
0.08801978453993797,
0.03132043033838272,
0.07973895967006683,
0.03054724633693695,
0.08731510490179062,
0.07880424708127975,
0.032222680747509,
0.08731842413544655,
0.07901722192764282,
0.03086073324084282,
0.08730969205498695,
0.030536796897649765,
0.0789499506354332,
0.08745970949530602,
0.030350439250469208,
0.07874463871121407,
0.08698621019721031,
0.029977574944496155,
0.0795634314417839,
0.0866161435842514,
0.03001048043370247,
0.0784013606607914,
0.08582095056772232,
0.030003368854522705,
0.07894011959433556,
0.030307583510875702,
0.08764849603176117,
0.07853236794471741,
0.029854703694581985,
0.08743537962436676,
0.07888195663690567,
0.030176900327205658,
0.08757654950022697,
0.07885708659887314,
0.08741167560219765,
0.03005054220557213,
0.07889170572161674,
0.0855594091117382,
0.029977966099977493,
0.07899346202611923,
0.03016415238380432,
0.08618698641657829,
0.0784686841070652,
0.02999270334839821,
0.08749986067414284,
0.07894236221909523,
0.030670788139104843,
0.08774841204285622,
0.07908780872821808,
0.030093010514974594,
0.0870266929268837,
0.030419915914535522,
0.07873887568712234,
0.08668454363942146,
0.030091028660535812,
0.07879319041967392,
0.08715524151921272,
0.030114606022834778,
0.08289114013314247,
0.08667659759521484,
0.030603285878896713,
0.07916923239827156,
0.08658843114972115,
0.03079453483223915,
0.07964383810758591,
0.07865237444639206,
0.08655481413006783,
0.02999911457300186,
0.07880894839763641,
0.08662855625152588,
0.029709503054618835,
0.07869342342019081,
0.03609725087881088,
0.0786292776465416,
0.07863548398017883,
0.03002322092652321,
0.08683636412024498,
0.07837329059839249,
0.029871869832277298,
0.08657090365886688,
0.030100088566541672,
0.07891098782420158,
0.08725613355636597,
0.030206460505723953,
0.07921726629137993,
0.08741254732012749,
0.03001110628247261,
0.07912136614322662,
0.08734156936407089,
0.0299556702375412,
0.07879934832453728,
0.08639783039689064,
0.030215512961149216,
0.08374343067407608,
0.08407200500369072,
0.03037494421005249,
0.030978109687566757,
0.08719741553068161,
0.029958996921777725,
0.0788278877735138,
0.08679919689893723,
0.03013148158788681,
0.07876430824398994,
0.08646280318498611,
0.029811915010213852,
0.07895421981811523,
0.08696038648486137,
0.031066812574863434,
0.07892268151044846,
0.08609519898891449,
0.02981487289071083,
0.0792936161160469,
0.030287284404039383,
0.0870140790939331,
0.07865964248776436,
0.03012550249695778,
0.08696513995528221,
0.0784844309091568,
0.029944688081741333,
0.086761474609375,
0.07896649464964867,
0.03031099960207939,
0.08786065503954887,
0.030277341604232788,
0.07935434579849243,
0.08759656175971031,
0.030528832226991653,
0.08571954816579819,
0.029911436140537262,
0.07833398878574371,
0.029860004782676697,
0.08652855828404427,
0.07841072604060173,
0.030123412609100342,
0.08655818551778793,
0.07855880260467529,
0.03036956489086151,
0.08715884387493134,
0.030181337147951126,
0.07853639498353004,
0.08769216015934944,
0.03001139685511589,
0.08302642032504082,
0.08739649876952171,
0.03041168302297592,
0.07898931205272675,
0.08745930716395378,
0.030811142176389694,
0.07905949652194977,
0.08724984526634216,
0.02985016629099846,
0.08056964725255966,
0.08694979920983315,
0.031596966087818146,
0.0788983553647995,
0.08599378913640976,
0.030666440725326538,
0.07916632294654846
],
"count": 310,
"total": 19.973630283027887,
"mean": 0.06443106542912222,
"p50": 0.07896035723388195,
"p90": 0.08737876750528813,
"p95": 0.08769192714244127,
"p99": 0.08814818881452084,
"stdev": 0.025390094743037318,
"stdev_": 39.4066039012933
},
"throughput": {
"unit": "tokens/s",
"value": 31.040927023007434
},
"energy": null,
"efficiency": null
}
} | null | null | null | null | null | null | null | null | null | null | null |
null | null | 2024-10-21-17-02-49/pytorch | {
"name": "pytorch",
"version": "2.4.1",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"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,
"device_map": null,
"torch_dtype": "float32",
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {},
"quantization_scheme": null,
"quantization_config": {},
"deepspeed_inference": false,
"deepspeed_inference_config": {},
"peft_type": null,
"peft_config": {}
} | {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 10,
"duration": 10,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 2,
"num_choices": 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": {}
} | {
"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": "3.10.15",
"optimum_benchmark_version": "0.5.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.2",
"accelerate_commit": null,
"diffusers_version": null,
"diffusers_commit": null,
"optimum_version": "1.22.0",
"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 | null | null | {
"memory": {
"unit": "MB",
"max_ram": 1511.952384,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.6824433393776417
],
"count": 1,
"total": 1.6824433393776417,
"mean": 1.6824433393776417,
"p50": 1.6824433393776417,
"p90": 1.6824433393776417,
"p95": 1.6824433393776417,
"p99": 1.6824433393776417,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
} | {
"memory": {
"unit": "MB",
"max_ram": 1607.860224,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.11356927827000618,
0.12102339044213295,
0.17740445584058762,
0.12898390367627144,
0.12069202959537506,
0.17938660830259323,
0.12032097578048706,
0.12909867987036705,
0.16880978643894196,
0.1704593002796173
],
"count": 10,
"total": 1.4297484084963799,
"mean": 0.142974840849638,
"p50": 0.12904129177331924,
"p90": 0.17760267108678818,
"p95": 0.1784946396946907,
"p99": 0.17920821458101271,
"stdev": 0.025843033593847917,
"stdev_": 18.07523158639232
},
"throughput": {
"unit": "tokens/s",
"value": 223.8156014711243
},
"energy": null,
"efficiency": null
} | {
"memory": {
"unit": "MB",
"max_ram": 1608.192,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
2.003968395292759,
1.99579543992877,
1.9997130669653416,
2.0577770359814167,
2.002662528306246,
1.9959323331713676,
1.9956984110176563,
1.9877891093492508,
1.9437489062547684,
1.9966221041977406
],
"count": 10,
"total": 19.979707330465317,
"mean": 1.9979707330465317,
"p50": 1.996277218684554,
"p90": 2.009349259361625,
"p95": 2.033563147671521,
"p99": 2.0529342583194374,
"stdev": 0.025879249750573787,
"stdev_": 1.295276718649065
},
"throughput": {
"unit": "tokens/s",
"value": 31.031485584106427
},
"energy": null,
"efficiency": null
} | {
"memory": null,
"latency": {
"unit": "s",
"values": [
0.08290493860840797,
0.029768113046884537,
0.08687425404787064,
0.02995363250374794,
0.07877011969685555,
0.08731310814619064,
0.030303150415420532,
0.0795217789709568,
0.08783405274152756,
0.030614882707595825,
0.07916086539626122,
0.08686229214072227,
0.030553389340639114,
0.0792069211602211,
0.086700938642025,
0.030286431312561035,
0.08023051917552948,
0.08692965283989906,
0.030506007373332977,
0.07954404130578041,
0.03117005154490471,
0.08802908658981323,
0.07969382405281067,
0.030377954244613647,
0.08688848465681076,
0.07893484830856323,
0.030035004019737244,
0.08739648759365082,
0.07898245379328728,
0.030569743365049362,
0.08748139441013336,
0.08720375597476959,
0.07930684834718704,
0.03003791719675064,
0.08707630634307861,
0.0779709741473198,
0.029767539352178574,
0.08651818707585335,
0.029979880899190903,
0.07837695255875587,
0.08719000965356827,
0.029964357614517212,
0.07853163778781891,
0.08769164234399796,
0.030194584280252457,
0.07925865799188614,
0.08732463419437408,
0.030628014355897903,
0.0792209841310978,
0.0856688842177391,
0.030306946486234665,
0.07938256859779358,
0.08724340423941612,
0.030177336186170578,
0.08117293566465378,
0.08820676058530807,
0.03051135689020157,
0.07929281145334244,
0.030114222317934036,
0.08731184527277946,
0.07917311415076256,
0.030417781323194504,
0.08629284054040909,
0.030060309916734695,
0.07856028154492378,
0.029982127249240875,
0.08629709482192993,
0.08167045935988426,
0.030002914369106293,
0.08692952245473862,
0.07855475321412086,
0.03024846687912941,
0.08675124868750572,
0.02980988100171089,
0.0783306434750557,
0.08686115965247154,
0.030309975147247314,
0.08038786426186562,
0.0886889360845089,
0.030641652643680573,
0.07971063628792763,
0.08724543079733849,
0.030308179557323456,
0.07917986437678337,
0.08771225437521935,
0.031097538769245148,
0.07969512417912483,
0.0873819962143898,
0.030842453241348267,
0.07923725619912148,
0.08584609627723694,
0.03114262968301773,
0.07933365553617477,
0.07954621315002441,
0.08699578046798706,
0.030185505747795105,
0.07905017212033272,
0.08748038858175278,
0.03184349834918976,
0.0800260566174984,
0.0873182825744152,
0.030915815383195877,
0.07943721860647202,
0.08623646199703217,
0.03124794363975525,
0.07934311404824257,
0.03690690919756889,
0.07905439287424088,
0.07919153571128845,
0.030887730419635773,
0.08812009915709496,
0.07986462488770485,
0.03187134489417076,
0.08786103129386902,
0.07940198108553886,
0.0318022258579731,
0.08803275227546692,
0.07987315952777863,
0.030230648815631866,
0.08732926845550537,
0.07893716543912888,
0.031017296016216278,
0.08815096691250801,
0.07903868332505226,
0.08737840875983238,
0.029742710292339325,
0.0789823979139328,
0.0855221338570118,
0.029834691435098648,
0.0783546008169651,
0.02991395816206932,
0.08675343915820122,
0.07866501063108444,
0.029960516840219498,
0.08699065446853638,
0.07840747386217117,
0.02972714975476265,
0.08706442266702652,
0.029849741607904434,
0.0785021223127842,
0.0864981971681118,
0.030232835561037064,
0.08035014197230339,
0.08821791410446167,
0.03116045519709587,
0.08355510979890823,
0.08799733594059944,
0.030904293060302734,
0.08000020310282707,
0.08788298442959785,
0.030625533312559128,
0.07993805781006813,
0.08801978453993797,
0.03132043033838272,
0.07973895967006683,
0.03054724633693695,
0.08731510490179062,
0.07880424708127975,
0.032222680747509,
0.08731842413544655,
0.07901722192764282,
0.03086073324084282,
0.08730969205498695,
0.030536796897649765,
0.0789499506354332,
0.08745970949530602,
0.030350439250469208,
0.07874463871121407,
0.08698621019721031,
0.029977574944496155,
0.0795634314417839,
0.0866161435842514,
0.03001048043370247,
0.0784013606607914,
0.08582095056772232,
0.030003368854522705,
0.07894011959433556,
0.030307583510875702,
0.08764849603176117,
0.07853236794471741,
0.029854703694581985,
0.08743537962436676,
0.07888195663690567,
0.030176900327205658,
0.08757654950022697,
0.07885708659887314,
0.08741167560219765,
0.03005054220557213,
0.07889170572161674,
0.0855594091117382,
0.029977966099977493,
0.07899346202611923,
0.03016415238380432,
0.08618698641657829,
0.0784686841070652,
0.02999270334839821,
0.08749986067414284,
0.07894236221909523,
0.030670788139104843,
0.08774841204285622,
0.07908780872821808,
0.030093010514974594,
0.0870266929268837,
0.030419915914535522,
0.07873887568712234,
0.08668454363942146,
0.030091028660535812,
0.07879319041967392,
0.08715524151921272,
0.030114606022834778,
0.08289114013314247,
0.08667659759521484,
0.030603285878896713,
0.07916923239827156,
0.08658843114972115,
0.03079453483223915,
0.07964383810758591,
0.07865237444639206,
0.08655481413006783,
0.02999911457300186,
0.07880894839763641,
0.08662855625152588,
0.029709503054618835,
0.07869342342019081,
0.03609725087881088,
0.0786292776465416,
0.07863548398017883,
0.03002322092652321,
0.08683636412024498,
0.07837329059839249,
0.029871869832277298,
0.08657090365886688,
0.030100088566541672,
0.07891098782420158,
0.08725613355636597,
0.030206460505723953,
0.07921726629137993,
0.08741254732012749,
0.03001110628247261,
0.07912136614322662,
0.08734156936407089,
0.0299556702375412,
0.07879934832453728,
0.08639783039689064,
0.030215512961149216,
0.08374343067407608,
0.08407200500369072,
0.03037494421005249,
0.030978109687566757,
0.08719741553068161,
0.029958996921777725,
0.0788278877735138,
0.08679919689893723,
0.03013148158788681,
0.07876430824398994,
0.08646280318498611,
0.029811915010213852,
0.07895421981811523,
0.08696038648486137,
0.031066812574863434,
0.07892268151044846,
0.08609519898891449,
0.02981487289071083,
0.0792936161160469,
0.030287284404039383,
0.0870140790939331,
0.07865964248776436,
0.03012550249695778,
0.08696513995528221,
0.0784844309091568,
0.029944688081741333,
0.086761474609375,
0.07896649464964867,
0.03031099960207939,
0.08786065503954887,
0.030277341604232788,
0.07935434579849243,
0.08759656175971031,
0.030528832226991653,
0.08571954816579819,
0.029911436140537262,
0.07833398878574371,
0.029860004782676697,
0.08652855828404427,
0.07841072604060173,
0.030123412609100342,
0.08655818551778793,
0.07855880260467529,
0.03036956489086151,
0.08715884387493134,
0.030181337147951126,
0.07853639498353004,
0.08769216015934944,
0.03001139685511589,
0.08302642032504082,
0.08739649876952171,
0.03041168302297592,
0.07898931205272675,
0.08745930716395378,
0.030811142176389694,
0.07905949652194977,
0.08724984526634216,
0.02985016629099846,
0.08056964725255966,
0.08694979920983315,
0.031596966087818146,
0.0788983553647995,
0.08599378913640976,
0.030666440725326538,
0.07916632294654846
],
"count": 310,
"total": 19.973630283027887,
"mean": 0.06443106542912222,
"p50": 0.07896035723388195,
"p90": 0.08737876750528813,
"p95": 0.08769192714244127,
"p99": 0.08814818881452084,
"stdev": 0.025390094743037318,
"stdev_": 39.4066039012933
},
"throughput": {
"unit": "tokens/s",
"value": 31.040927023007434
},
"energy": null,
"efficiency": null
} |
No dataset card yet
- Downloads last month
- 7