Hugging Face's logo

Datasets:
IlyasMoutawwakil
/
benchmarks

Dataset card Files Community
benchmarks / bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-14-34-58 /benchmark.json
IlyasMoutawwakil's picture
IlyasMoutawwakil HF staff
Upload bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-14-34-58/benchmark.json with huggingface_hub
a4de8c1 verified
raw
history blame
16.3 kB
{
"config": {
"name": "bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-14-34-58",
"backend": {
"name": "onnxruntime",
"version": "ort:1.19.2",
"_target_": "optimum_benchmark.backends.onnxruntime.backend.ORTBackend",
"task": "feature-extraction",
"library": "transformers",
"model_type": "bert",
"model": "bert-base-uncased",
"processor": "bert-base-uncased",
"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,
"torch_dtype": "float32",
"provider": "CPUExecutionProvider",
"provider_options": {},
"use_io_binding": true,
"session_options": {},
"auto_optimization": null,
"auto_optimization_config": {},
"auto_quantization": null,
"auto_quantization_config": {},
"auto_calibration": null,
"auto_calibration_config": {},
"optimization": false,
"optimization_config": {},
"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": false,
"latency": true,
"energy": false,
"forward_kwargs": {},
"generate_kwargs": {},
"call_kwargs": {}
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": false,
"device_isolation_action": null,
"numactl": false,
"numactl_kwargs": "",
"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
}
},
"report": {
"load": {
"memory": null,
"latency": {
"unit": "s",
"count": 1,
"total": 4.927622627466917,
"mean": 4.927622627466917,
"stdev": 0.0,
"p50": 4.927622627466917,
"p90": 4.927622627466917,
"p95": 4.927622627466917,
"p99": 4.927622627466917,
"values": [
4.927622627466917
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": null,
"latency": {
"unit": "s",
"count": 279,
"total": 9.99781397730112,
"mean": 0.03583445870000402,
"stdev": 0.026647840102671037,
"p50": 0.016272258013486862,
"p90": 0.07232594266533851,
"p95": 0.07314416393637657,
"p99": 0.0759592950344085,
"values": [
0.015267223119735718,
0.07031029835343361,
0.015943042933940887,
0.016013160347938538,
0.07231979072093964,
0.01625673472881317,
0.015876661986112595,
0.06785701960325241,
0.01665303483605385,
0.015615276992321014,
0.06524604558944702,
0.015659388154745102,
0.01535656675696373,
0.07167525961995125,
0.015237156301736832,
0.015079248696565628,
0.06490955874323845,
0.015215624123811722,
0.015227116644382477,
0.07161383703351021,
0.015212275087833405,
0.015114616602659225,
0.0718662329018116,
0.015453726053237915,
0.01517413929104805,
0.07187613099813461,
0.015580575913190842,
0.015165489166975021,
0.07201084867119789,
0.015126008540391922,
0.015055354684591293,
0.06834441795945168,
0.015245426446199417,
0.01507161557674408,
0.07152139022946358,
0.015131548047065735,
0.07143241167068481,
0.015340052545070648,
0.015093956142663956,
0.015491310507059097,
0.06442029401659966,
0.015194647014141083,
0.015065155923366547,
0.07192045077681541,
0.015233475714921951,
0.01505613699555397,
0.07194860279560089,
0.014805059880018234,
0.015055343508720398,
0.06763655692338943,
0.015201814472675323,
0.014878496527671814,
0.0714874379336834,
0.014818567782640457,
0.07103768363595009,
0.015285730361938477,
0.01497827097773552,
0.07166045904159546,
0.015175353735685349,
0.01516706496477127,
0.0719870813190937,
0.01546471193432808,
0.01622125133872032,
0.07156927138566971,
0.016498107463121414,
0.016118157655000687,
0.07421120256185532,
0.017284054309129715,
0.07545623555779457,
0.01861472800374031,
0.016272258013486862,
0.07298008352518082,
0.015499260276556015,
0.07152457907795906,
0.01923571154475212,
0.017087534070014954,
0.07169245928525925,
0.01858525723218918,
0.016063332557678223,
0.06558842957019806,
0.01899387314915657,
0.07266667857766151,
0.017013337463140488,
0.015632566064596176,
0.06877948343753815,
0.015819057822227478,
0.01565001904964447,
0.07290505990386009,
0.018732935190200806,
0.015614766627550125,
0.07042137905955315,
0.017444122582674026,
0.016560692340135574,
0.0719652771949768,
0.01636892929673195,
0.0718412920832634,
0.016534991562366486,
0.0155915766954422,
0.07236231863498688,
0.015585236251354218,
0.015277668833732605,
0.07457693666219711,
0.015560202300548553,
0.07189901173114777,
0.017084669321775436,
0.015549205243587494,
0.07158081233501434,
0.01615326851606369,
0.01538870856165886,
0.06849311664700508,
0.01839209347963333,
0.015582364052534103,
0.06861831247806549,
0.01678679883480072,
0.0723913423717022,
0.016659747809171677,
0.017697609961032867,
0.07766503095626831,
0.017998453229665756,
0.06819149106740952,
0.018564444035291672,
0.016102515161037445,
0.07271253690123558,
0.01607741415500641,
0.015691392123699188,
0.07204964756965637,
0.016086123883724213,
0.015537962317466736,
0.06896629929542542,
0.015782445669174194,
0.015389405190944672,
0.072260782122612,
0.01956235244870186,
0.07220911979675293,
0.01598445698618889,
0.015353910624980927,
0.07280290499329567,
0.01564650982618332,
0.015387274324893951,
0.08207566663622856,
0.016711171716451645,
0.07763008773326874,
0.01581893488764763,
0.07235556095838547,
0.015948336571455002,
0.015672139823436737,
0.07173596322536469,
0.015681922435760498,
0.015207003802061081,
0.07317487522959709,
0.016600031405687332,
0.0722569115459919,
0.01626855507493019,
0.015662960708141327,
0.07210976257920265,
0.01701667532324791,
0.015528392046689987,
0.0754474475979805,
0.0154789499938488,
0.07193610444664955,
0.016204621642827988,
0.016108017414808273,
0.07235055044293404,
0.01756606251001358,
0.015743356198072433,
0.07350488752126694,
0.016036171466112137,
0.07202757894992828,
0.018912065774202347,
0.01588999107480049,
0.06866568699479103,
0.01625373587012291,
0.016159579157829285,
0.07213379442691803,
0.0170583613216877,
0.015269707888364792,
0.07423746585845947,
0.01624099537730217,
0.075417410582304,
0.01692274585366249,
0.015567973256111145,
0.06870459020137787,
0.015706419944763184,
0.015508636832237244,
0.07194199413061142,
0.015494264662265778,
0.07166628912091255,
0.016355976462364197,
0.015513621270656586,
0.07181019708514214,
0.01594386249780655,
0.01656452938914299,
0.0687379501760006,
0.015458807349205017,
0.015199191868305206,
0.06867272779345512,
0.01572694256901741,
0.015478827059268951,
0.072805255651474,
0.016045603901147842,
0.015454467386007309,
0.06876774877309799,
0.015773296356201172,
0.01516430452466011,
0.07260160148143768,
0.015531353652477264,
0.07548804581165314,
0.01678241416811943,
0.015527162700891495,
0.0705745778977871,
0.0156966932117939,
0.015292048454284668,
0.0683240070939064,
0.015935547649860382,
0.01540837436914444,
0.06524369865655899,
0.015854932367801666,
0.015216879546642303,
0.0723680816590786,
0.01580917090177536,
0.016753442585468292,
0.07051288336515427,
0.016286928206682205,
0.015509981662034988,
0.06874433159828186,
0.017277713865041733,
0.01563373953104019,
0.0721149705350399,
0.015977658331394196,
0.07174459099769592,
0.015483211725950241,
0.015884947031736374,
0.07200992852449417,
0.01545114815235138,
0.015192195773124695,
0.07167655974626541,
0.015321329236030579,
0.0149574875831604,
0.07208732888102531,
0.015381671488285065,
0.015072505921125412,
0.07275418937206268,
0.015664059668779373,
0.07151388004422188,
0.015376225113868713,
0.015162013471126556,
0.07162555679678917,
0.017066650092601776,
0.015558693557977676,
0.06542052328586578,
0.01625576615333557,
0.015027724206447601,
0.07218743860721588,
0.01566687971353531,
0.015030834823846817,
0.07172084972262383,
0.015274908393621445,
0.014916099607944489,
0.07186908274888992,
0.015600085258483887,
0.01495509222149849,
0.06527144461870193,
0.01604166254401207,
0.015628505498170853,
0.07104003429412842,
0.015729203820228577,
0.01527702808380127,
0.07334383577108383,
0.01625150442123413,
0.019719284027814865,
0.07337649539113045,
0.01592976599931717,
0.07314075157046318,
0.016482915729284286,
0.07163584604859352,
0.017804089933633804,
0.016224931925535202,
0.0705018863081932,
0.016137558966875076
]
},
"throughput": {
"unit": "samples/s",
"value": 55.81220067375472
},
"energy": null,
"efficiency": null
}
}
}