IlyasMoutawwakil
HF staff
Upload bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-13-32-46/benchmark.json with huggingface_hub
99de73e
verified
{ | |
"config": { | |
"name": "bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-13-32-46", | |
"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": true, | |
"numactl_kwargs": "", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " 12th Gen Intel(R) Core(TM) i9-12900H", | |
"cpu_count": 20, | |
"cpu_ram_mb": 8162.504704, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.153.1-microsoft-standard-WSL2-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.9.16", | |
"gpu": [ | |
"NVIDIA GeForce RTX 3070 Ti Laptop GPU" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 8589934592, | |
"optimum_benchmark_version": "0.5.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.39.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.22.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.3", | |
"diffusers_commit": null, | |
"optimum_version": "1.22.0", | |
"optimum_commit": null, | |
"timm_version": null, | |
"timm_commit": null, | |
"peft_version": "0.5.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 16.63097610800105, | |
"mean": 16.63097610800105, | |
"stdev": 0.0, | |
"p50": 16.63097610800105, | |
"p90": 16.63097610800105, | |
"p95": 16.63097610800105, | |
"p99": 16.63097610800105, | |
"values": [ | |
16.63097610800105 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 367, | |
"total": 9.993925927021337, | |
"mean": 0.027231405795698466, | |
"stdev": 0.00443866574064995, | |
"p50": 0.02627103000122588, | |
"p90": 0.030247194399271395, | |
"p95": 0.03327310739878157, | |
"p99": 0.0428825336202135, | |
"values": [ | |
0.027980766997643514, | |
0.030331571000715485, | |
0.026166147999902023, | |
0.027227343001868576, | |
0.02603892899787752, | |
0.024683168001502054, | |
0.027704724998329766, | |
0.027578723998885835, | |
0.026915458001894876, | |
0.02857412400044268, | |
0.02588939800261869, | |
0.027516920999914873, | |
0.026977628000167897, | |
0.027347138999175513, | |
0.0266743710017181, | |
0.029887067001254763, | |
0.027215916001296137, | |
0.02853270900232019, | |
0.027650047002680367, | |
0.02885104500091984, | |
0.02721850799935055, | |
0.02769606299989391, | |
0.02969877999930759, | |
0.024714933999348432, | |
0.024909692001529038, | |
0.024288582000735914, | |
0.02521776499997941, | |
0.025997095999628073, | |
0.025968288999138167, | |
0.025878860000375425, | |
0.024043458000960527, | |
0.025062118998903316, | |
0.025609424999856856, | |
0.024505549001332838, | |
0.02612931700059562, | |
0.025981130998843582, | |
0.024333097000635462, | |
0.025862586000584997, | |
0.02403187900199555, | |
0.02536616799989133, | |
0.025816990997554967, | |
0.02629584900205373, | |
0.02503441000226303, | |
0.02601713500189362, | |
0.024128362998453667, | |
0.02519621899773483, | |
0.02610970699970494, | |
0.0245287340003415, | |
0.02440193700022064, | |
0.025826982000580756, | |
0.024601876000815537, | |
0.02398544899915578, | |
0.026487087001441978, | |
0.02566883500185213, | |
0.02548540099815, | |
0.02658836900081951, | |
0.025612314999307273, | |
0.02804455300065456, | |
0.027079555999080185, | |
0.024837314998876536, | |
0.0259438949979085, | |
0.025435153998841997, | |
0.02514088700263528, | |
0.025774882997211535, | |
0.025476980001258198, | |
0.02626891999898362, | |
0.025433203001739457, | |
0.025132033002591925, | |
0.025465266000537667, | |
0.024591526998847257, | |
0.02482319399859989, | |
0.02397981499962043, | |
0.023909652001748327, | |
0.024858280001353705, | |
0.023829650999687146, | |
0.024569177003286313, | |
0.02344333499786444, | |
0.02564670600258978, | |
0.023882434001279762, | |
0.02319008899939945, | |
0.02315196599738556, | |
0.02556917599940789, | |
0.024336409001989523, | |
0.026335367001593113, | |
0.02504821299953619, | |
0.024600467000709614, | |
0.02496120399882784, | |
0.024869721997674787, | |
0.024964720996649703, | |
0.025660300998424646, | |
0.026756917002785485, | |
0.026786569000250893, | |
0.027829875998577336, | |
0.025706794000143418, | |
0.024672112998814555, | |
0.02530747999844607, | |
0.02590886400139425, | |
0.024874624999938533, | |
0.023746664002828766, | |
0.023725778999505565, | |
0.025406616001419025, | |
0.024570923000283074, | |
0.024530624999897555, | |
0.02504621399930329, | |
0.029518708000978222, | |
0.02371091900204192, | |
0.023325034002482425, | |
0.02331857999888598, | |
0.023897827999462606, | |
0.025422954000532627, | |
0.025559216999681666, | |
0.02465129399934085, | |
0.026415929998620413, | |
0.02659169800244854, | |
0.025926630998583278, | |
0.026151877998927375, | |
0.025708137000037823, | |
0.024755032998655224, | |
0.025529595000989502, | |
0.02421339799911948, | |
0.022425294999266043, | |
0.022875066999404225, | |
0.024278026998217683, | |
0.02503190499919583, | |
0.024956299999757903, | |
0.028717558001517318, | |
0.025916480000887532, | |
0.027688591999321943, | |
0.025500308998744003, | |
0.023425769999448676, | |
0.027342462999513373, | |
0.023983271999895805, | |
0.02470169799926225, | |
0.02548589399884804, | |
0.026256248998834053, | |
0.02478334899933543, | |
0.024173333000362618, | |
0.024688096000318183, | |
0.026579575998766813, | |
0.02432196500012651, | |
0.027079169998614816, | |
0.02520541699777823, | |
0.02396186500118347, | |
0.025936373000149615, | |
0.029339889999391744, | |
0.028257648002181668, | |
0.026702828999987105, | |
0.025058549999812385, | |
0.025778565999644343, | |
0.027270590999251, | |
0.02626388600037899, | |
0.022131263998744544, | |
0.02509019600256579, | |
0.025941228999727173, | |
0.02657229800024652, | |
0.026670938001188915, | |
0.027465777999168495, | |
0.02532844499728526, | |
0.025344254001538502, | |
0.02589197799898102, | |
0.024187635000998853, | |
0.02379931199902785, | |
0.02493546199912089, | |
0.026939266001136275, | |
0.026804252000147244, | |
0.02488252399780322, | |
0.02494845500041265, | |
0.027974669999821344, | |
0.02876484099761001, | |
0.02752713000154472, | |
0.07441501300127129, | |
0.042734449001727626, | |
0.03213895500084618, | |
0.033754654999938793, | |
0.02967320199968526, | |
0.02883254699918325, | |
0.029291937997186324, | |
0.026920113999949535, | |
0.02837725100107491, | |
0.028488833999290364, | |
0.02964621499995701, | |
0.027595050996751525, | |
0.029354328999033896, | |
0.03182854899932863, | |
0.031812838999030646, | |
0.03531134500008193, | |
0.02861273400048958, | |
0.02627103000122588, | |
0.025847944998531602, | |
0.026339747000747593, | |
0.02466907199777779, | |
0.02488912899934803, | |
0.024503553999238648, | |
0.025053956000192557, | |
0.025671442999737337, | |
0.027029395001591183, | |
0.026370876999862958, | |
0.031083584002772113, | |
0.032389145002525765, | |
0.04717493000134709, | |
0.029012637998675928, | |
0.04122748000008869, | |
0.02638987699901918, | |
0.02824354600306833, | |
0.0279056559993478, | |
0.026993445000698557, | |
0.03242174699698808, | |
0.027635238999209832, | |
0.02741425600106595, | |
0.02762934600104927, | |
0.026655865000066115, | |
0.02550291700026719, | |
0.02721321300123236, | |
0.027314385999488877, | |
0.026400180999189615, | |
0.027407860001403606, | |
0.02436053200290189, | |
0.02470248399913544, | |
0.02586607899866067, | |
0.026412838000396732, | |
0.02643875499779824, | |
0.02675580700088176, | |
0.026900466000370216, | |
0.02728777800075477, | |
0.029890728001191746, | |
0.028754375998687465, | |
0.027452891001303215, | |
0.02615307800078881, | |
0.026220167997962562, | |
0.026717468001152156, | |
0.02733636500124703, | |
0.027712608000001637, | |
0.027666297999530798, | |
0.02713818399934098, | |
0.027148124001541873, | |
0.027605014998698607, | |
0.028541662999487016, | |
0.02726734199677594, | |
0.026954376000503544, | |
0.028196115999890026, | |
0.027434642001026077, | |
0.030914491002477007, | |
0.028578033998201136, | |
0.030626938001660164, | |
0.030313534000015352, | |
0.030675780999445124, | |
0.03494418500122265, | |
0.034522780999395764, | |
0.03311210599713377, | |
0.03139099799955147, | |
0.034963787999004126, | |
0.03776172700236202, | |
0.031715523000457324, | |
0.02903381000214722, | |
0.02916629899846157, | |
0.029925103001005482, | |
0.03976905200033798, | |
0.04240565100189997, | |
0.04316999199727434, | |
0.033943285001441836, | |
0.03387924200069392, | |
0.02813175400297041, | |
0.03500083499966422, | |
0.04132753800149658, | |
0.06165187800070271, | |
0.03007745500144665, | |
0.02963831300075981, | |
0.028956895002920646, | |
0.027571047998208087, | |
0.025705423002364114, | |
0.025115418000495993, | |
0.028350828997645294, | |
0.02845376900222618, | |
0.028219265001098393, | |
0.027286816999549046, | |
0.027333772002748447, | |
0.02832801600015955, | |
0.028730826001265086, | |
0.02647689200239256, | |
0.026964865002810257, | |
0.024208511000324506, | |
0.026663003001885954, | |
0.025365220000821864, | |
0.028246314002899453, | |
0.029543810996983666, | |
0.025458952997723827, | |
0.026732058999186847, | |
0.025940801999240648, | |
0.026791659998707473, | |
0.02522850499735796, | |
0.024238432000856847, | |
0.025943668002582854, | |
0.026843815001484472, | |
0.026008818000264, | |
0.025569930996425683, | |
0.025302280999312643, | |
0.02565455900185043, | |
0.02490107600169722, | |
0.025086262001423165, | |
0.027558493002288742, | |
0.02712606500062975, | |
0.02691537400096422, | |
0.025141448000795208, | |
0.02610458699928131, | |
0.025880368000798626, | |
0.02744526400056202, | |
0.027702123999915784, | |
0.02589236999847344, | |
0.026907105999271153, | |
0.027270184000371955, | |
0.026275932999851648, | |
0.02552285599813331, | |
0.028712265000649495, | |
0.027451547000964638, | |
0.025873442998999963, | |
0.025635405003413325, | |
0.026929272997222142, | |
0.02730183500170824, | |
0.030995880002592457, | |
0.029879352001444204, | |
0.032254998997814255, | |
0.03156212999965646, | |
0.03239427199878264, | |
0.029544552002334967, | |
0.03334210799948778, | |
0.030044401999475667, | |
0.02621613500014064, | |
0.02757327699873713, | |
0.026489757998206187, | |
0.02792249900085153, | |
0.028999371999816503, | |
0.026444515999173746, | |
0.02555695200135233, | |
0.026436128999193897, | |
0.025522019001073204, | |
0.026786368998727994, | |
0.02487510100036161, | |
0.02579662400239613, | |
0.025723718001245288, | |
0.026499979001528118, | |
0.02447600099912961, | |
0.026983235002262518, | |
0.026419010002427967, | |
0.024864201001037145, | |
0.026109956997970585, | |
0.02421187599975383, | |
0.02419578799890587, | |
0.02437311299945577, | |
0.02455327200004831, | |
0.02536397699805093, | |
0.024773755998467095, | |
0.025584870996681275, | |
0.024018995001824806, | |
0.024679480997292558, | |
0.02491790899875923, | |
0.02400930099975085, | |
0.024486134003382176, | |
0.025380702998518245, | |
0.0242855119977321, | |
0.02309446299841511, | |
0.023672882998653222, | |
0.03020296799877542, | |
0.028767821997462306, | |
0.02578060199812171, | |
0.025714088998938678, | |
0.02687611500005005, | |
0.026349533000029624 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 73.44461079258437 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |