{ "config": { "name": "bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-17-27-58", "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": true, "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": 4.44988913834095, "mean": 4.44988913834095, "stdev": 0.0, "p50": 4.44988913834095, "p90": 4.44988913834095, "p95": 4.44988913834095, "p99": 4.44988913834095, "values": [ 4.44988913834095 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": null, "latency": { "unit": "s", "count": 305, "total": 10.009868651628494, "mean": 0.03281924148074916, "stdev": 0.02595093221417408, "p50": 0.014843426644802094, "p90": 0.07120846882462502, "p95": 0.07130711302161216, "p99": 0.07179342821240425, "values": [ 0.015531040728092194, 0.014899063855409622, 0.07136353105306625, 0.014797352254390717, 0.01487685739994049, 0.07119796052575111, 0.01458996906876564, 0.014486197382211685, 0.07099183276295662, 0.014452386647462845, 0.014415066689252853, 0.07087124139070511, 0.014395490288734436, 0.01421627402305603, 0.07093997299671173, 0.014475226402282715, 0.014242950826883316, 0.06414582580327988, 0.014487888664007187, 0.014301903545856476, 0.0695885494351387, 0.014740008860826492, 0.014466598629951477, 0.0712813176214695, 0.014589566737413406, 0.014368470758199692, 0.01476864144206047, 0.06693370267748833, 0.014338772743940353, 0.014235492795705795, 0.0711250752210617, 0.014864906668663025, 0.014796875417232513, 0.07117823138833046, 0.014648634940385818, 0.014370270073413849, 0.06432129070162773, 0.014648247510194778, 0.014428853988647461, 0.06778306514024734, 0.015225846320390701, 0.014806222170591354, 0.07122492045164108, 0.014646880328655243, 0.014456495642662048, 0.07104922458529472, 0.014483436942100525, 0.014265544712543488, 0.0707358866930008, 0.014448396861553192, 0.01432594284415245, 0.07085654139518738, 0.014786768704652786, 0.014404375106096268, 0.0710960179567337, 0.014486618340015411, 0.014415275305509567, 0.06745186448097229, 0.014530718326568604, 0.014317601919174194, 0.014585237950086594, 0.06406848877668381, 0.014546699821949005, 0.01438084989786148, 0.07109268382191658, 0.014517679810523987, 0.01439804956316948, 0.06438503786921501, 0.014654591679573059, 0.014498256146907806, 0.07088612392544746, 0.014823809266090393, 0.014462236315011978, 0.07088669016957283, 0.014579840004444122, 0.014492005109786987, 0.07095376029610634, 0.014780256897211075, 0.014462705701589584, 0.07081086933612823, 0.014699112623929977, 0.014679159969091415, 0.07075827568769455, 0.014724362641572952, 0.014625303447246552, 0.0698189064860344, 0.015345361083745956, 0.015412479639053345, 0.07009206339716911, 0.015099234879016876, 0.014916837215423584, 0.06717463955283165, 0.015198901295661926, 0.015006151050329208, 0.07135891169309616, 0.014965478330850601, 0.014711115509271622, 0.07086186110973358, 0.014651421457529068, 0.014552339911460876, 0.07115546613931656, 0.014599479734897614, 0.014518477022647858, 0.01564478874206543, 0.0643659271299839, 0.015063073486089706, 0.01494087278842926, 0.07172765210270882, 0.01536012813448906, 0.01522737741470337, 0.06810368224978447, 0.014728929847478867, 0.014577887952327728, 0.0643283762037754, 0.014768697321414948, 0.014511380344629288, 0.07132242247462273, 0.01496419683098793, 0.014730092138051987, 0.0712534599006176, 0.01462392508983612, 0.014450721442699432, 0.06438152864575386, 0.014995645731687546, 0.014693845063447952, 0.06971488520503044, 0.014930222183465958, 0.014718372374773026, 0.07096903398633003, 0.014667343348264694, 0.014676861464977264, 0.07119977846741676, 0.014656562358140945, 0.014511380344629288, 0.06934736296534538, 0.014907840639352798, 0.014579787850379944, 0.07088151201605797, 0.014915794134140015, 0.015124332159757614, 0.06933504715561867, 0.014684870839118958, 0.014942720532417297, 0.07116619870066643, 0.014817584306001663, 0.014835532754659653, 0.07137100398540497, 0.014864638447761536, 0.014739643782377243, 0.01530468836426735, 0.0646759569644928, 0.014996953308582306, 0.01499507948756218, 0.07129697874188423, 0.014768239110708237, 0.014734387397766113, 0.0715879388153553, 0.015172731131315231, 0.07120555639266968, 0.01482483372092247, 0.014586307108402252, 0.07108698412775993, 0.014669343829154968, 0.01469988003373146, 0.07114142552018166, 0.01464049518108368, 0.014639940112829208, 0.07099535316228867, 0.014632999897003174, 0.01456424593925476, 0.07107377424836159, 0.014862202107906342, 0.01479707658290863, 0.07113977521657944, 0.01473565399646759, 0.014764830470085144, 0.07179572060704231, 0.015271075069904327, 0.014864489436149597, 0.07235736772418022, 0.015692636370658875, 0.015062939375638962, 0.06809540465474129, 0.01491238921880722, 0.01501908153295517, 0.07125634700059891, 0.014767415821552277, 0.014545008540153503, 0.06446492299437523, 0.014953620731830597, 0.014554791152477264, 0.07115045562386513, 0.014987517148256302, 0.014655712991952896, 0.07112526521086693, 0.014911878854036331, 0.014810234308242798, 0.07130752131342888, 0.01469508558511734, 0.014630097895860672, 0.07173841074109077, 0.014761202037334442, 0.01462969183921814, 0.06782292202115059, 0.014741726219654083, 0.014610212296247482, 0.07108500227332115, 0.015089865773916245, 0.01485772430896759, 0.07188314571976662, 0.014819543808698654, 0.014547400176525116, 0.07125618681311607, 0.014678362756967545, 0.014610592275857925, 0.07115311548113823, 0.014599230140447617, 0.014574088156223297, 0.07120567932724953, 0.01472621038556099, 0.014345407485961914, 0.07111831381917, 0.014821689575910568, 0.014547869563102722, 0.06426560878753662, 0.014847487211227417, 0.014717794954776764, 0.01484212651848793, 0.06766196712851524, 0.014604147523641586, 0.014559049159288406, 0.07087866216897964, 0.014517068862915039, 0.014357209205627441, 0.07123670727014542, 0.014497976750135422, 0.01434694230556488, 0.07130547985434532, 0.014753211289644241, 0.01462637260556221, 0.0711473636329174, 0.014653131365776062, 0.01433662697672844, 0.07121553644537926, 0.014676596969366074, 0.014552909880876541, 0.06817435100674629, 0.015094641596078873, 0.014843426644802094, 0.07150916382670403, 0.014754023402929306, 0.014531899243593216, 0.0712699182331562, 0.015036750584840775, 0.014493141323328018, 0.06806965172290802, 0.014636646956205368, 0.014507267624139786, 0.07122264057397842, 0.01467319205403328, 0.01468239352107048, 0.07111898437142372, 0.014769632369279861, 0.014554910361766815, 0.0714123360812664, 0.014950878918170929, 0.014836829155683517, 0.07134091109037399, 0.014779303222894669, 0.01460598036646843, 0.06789081543684006, 0.014592699706554413, 0.014419198036193848, 0.07129450514912605, 0.014874402433633804, 0.014433454722166061, 0.07110461592674255, 0.014620751142501831, 0.014444384723901749, 0.0714932307600975, 0.0148438960313797, 0.01461103931069374, 0.07127881795167923, 0.014589760452508926, 0.014418456703424454, 0.07104436308145523, 0.014938849955797195, 0.01474132388830185, 0.0649232305586338, 0.015773072838783264, 0.015114683657884598, 0.06498873233795166, 0.014972232282161713, 0.01472543179988861, 0.07124916836619377, 0.015205297619104385, 0.01475510373711586, 0.07218846306204796, 0.014784134924411774, 0.014425095170736313, 0.07121032848954201, 0.014772724360227585, 0.014471560716629028, 0.07108522206544876, 0.01473323255777359 ] }, "throughput": { "unit": "samples/s", "value": 60.939860574570055 }, "energy": null, "efficiency": null } } }