{ "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 } } }