IlyasMoutawwakil's picture
Upload cpu_inference_transformers_fill-mask_hf-internal-testing/tiny-random-BertModel/benchmark.json with huggingface_hub
c35f2c8 verified
{
"config": {
"name": "cpu_inference_transformers_fill-mask_hf-internal-testing/tiny-random-BertModel",
"backend": {
"name": "pytorch",
"version": "2.8.0",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"model": "hf-internal-testing/tiny-random-BertModel",
"processor": "hf-internal-testing/tiny-random-BertModel",
"task": "fill-mask",
"library": "transformers",
"model_type": "bert",
"device": "cpu",
"device_ids": null,
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": true,
"tp_plan": null,
"device_map": null,
"torch_dtype": null,
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"allow_tf32": false,
"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": 1,
"duration": 1,
"warmup_runs": 1,
"input_shapes": {
"batch_size": 2,
"sequence_length": 16,
"num_choices": 2
},
"new_tokens": null,
"memory": true,
"latency": true,
"energy": true,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 2,
"min_new_tokens": 2
},
"call_kwargs": {
"num_inference_steps": 2
}
},
"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 7763 64-Core Processor",
"cpu_count": 4,
"cpu_ram_mb": 16772.579328,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-6.11.0-1018-azure-x86_64-with-glibc2.39",
"processor": "x86_64",
"python_version": "3.10.18",
"optimum_benchmark_version": "0.7.0.dev0",
"optimum_benchmark_commit": "b263af468a9e9a9a3d1449039849727352955646",
"transformers_version": "4.56.2",
"transformers_commit": "b263af468a9e9a9a3d1449039849727352955646",
"accelerate_version": "1.10.1",
"accelerate_commit": "b263af468a9e9a9a3d1449039849727352955646",
"diffusers_version": "0.35.1",
"diffusers_commit": "b263af468a9e9a9a3d1449039849727352955646",
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.20",
"timm_commit": "b263af468a9e9a9a3d1449039849727352955646",
"peft_version": "0.17.1",
"peft_commit": "b263af468a9e9a9a3d1449039849727352955646"
},
"print_report": true,
"log_report": true
},
"report": {
"load_model": {
"memory": {
"unit": "MB",
"max_ram": 920.24832,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.13120866599999204
],
"count": 1,
"total": 0.13120866599999204,
"mean": 0.13120866599999204,
"p50": 0.13120866599999204,
"p90": 0.13120866599999204,
"p95": 0.13120866599999204,
"p99": 0.13120866599999204,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 8.512076235693502e-05,
"ram": 1.433861648611112e-05,
"gpu": 0.0,
"total": 9.945937884304614e-05
},
"efficiency": null
},
"first_forward": {
"memory": {
"unit": "MB",
"max_ram": 920.90368,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.0049649750000071435
],
"count": 1,
"total": 0.0049649750000071435,
"mean": 0.0049649750000071435,
"p50": 0.0049649750000071435,
"p90": 0.0049649750000071435,
"p95": 0.0049649750000071435,
"p99": 0.0049649750000071435,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 8.684955976370636e-05,
"ram": 1.3958986002777765e-05,
"gpu": 0.0,
"total": 0.00010080854576648414
},
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 926.932992,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.0034489829999984067,
0.0029913660000033815,
0.002964044999998805,
0.0029707469999777913,
0.0029845729999919968,
0.002988790000017616,
0.002956259999990607,
0.0029471829999749843,
0.0029464710000013383,
0.002948575000004894,
0.0029574319999881027,
0.00294498900001372,
0.0029508799999860003,
0.0029402399999867157,
0.0029285280000124203,
0.0029178980000210686,
0.002898631999983081,
0.0029404400000032638,
0.0029437370000096053,
0.002923269000007167,
0.0029446880000136844,
0.002925081000000773,
0.002968803000015896,
0.002945038999996541,
0.00293180399998505,
0.002925032000007377,
0.0029241700000000037,
0.0029916270000001077,
0.0029406099999960134,
0.0029966459999855033,
0.0029504289999806588,
0.002935691000004681,
0.0029380759999924067,
0.002938948000007713,
0.0029487460000154897,
0.0029311830000153805,
0.0033496169999978065,
0.0029694849999941653,
0.0029499590000057196,
0.002947823999988941,
0.002978390999999192,
0.0029445580000242444,
0.0029531749999875956,
0.0029817879999995967,
0.00298868000001562,
0.0030057630000044355,
0.002978011000010383,
0.0029622319999873525,
0.0029673810000190315,
0.002933087000002388,
0.002944818999992549,
0.0029399199999886605,
0.0030841989999998987,
0.0029641739999988204,
0.0029585939999776656,
0.0029308929999842803,
0.002933306999977958,
0.002940289999997958,
0.0029476439999882587,
0.002945769999996628,
0.00295905499999094,
0.0029372839999837197,
0.002972541000019646,
0.0029475730000001477,
0.0029517320000138625,
0.0029928380000114885,
0.00293458899997745,
0.00294543999999064,
0.002928208000014365,
0.002923207999998567,
0.00294957700000964,
0.0029289990000052057,
0.0029595860000029006,
0.0030306289999941782,
0.0029401599999800965,
0.002996506000016552,
0.0029715979999878073,
0.0029614299999991545,
0.002934839999994665,
0.002963543999982221,
0.002942234000016697,
0.0029687929999795415,
0.002993108999987726,
0.0029610089999891898,
0.002933006000006344,
0.0029412719999868386,
0.0029504290000090805,
0.002967781999984709,
0.0029306429999849115,
0.0029273149999937687,
0.0029515710000111994,
0.0029708879999930105,
0.00294800500000747,
0.0029339990000210037,
0.0029360620000034032,
0.0029255830000067817,
0.0029498379999779445,
0.002956861000001254,
0.002934839999994665,
0.0029463920000125654,
0.002931023000002142,
0.00297804100000576,
0.002965015999990328,
0.002969855000003463,
0.002960768000008329,
0.0029303419999848757,
0.00293237500000032,
0.0029583839999816064,
0.0029857349999815597,
0.0029175979999820356,
0.00296529700000292,
0.002953966000006858,
0.0030354179999960706,
0.002940179999995962,
0.0029545159999884163,
0.002941371999980902,
0.002927034999999023,
0.0029631419999986974,
0.002946041000001287,
0.002932555999990427,
0.002939278000013701,
0.0029407000000105654,
0.002941953000004105,
0.0029350000000079035,
0.0029433059999917077,
0.002925621999992245,
0.0029378950000022996,
0.0029306520000034197,
0.002949456999999711,
0.0029276059999858717,
0.00292260699998792,
0.0029495269999983975,
0.002952993000008064,
0.0029110150000235535,
0.0029628730000013093,
0.0029328260000056616,
0.0029413620000013907,
0.00293865700001561,
0.00297105799998576,
0.002932055000002265,
0.0029282079999859434,
0.002927306000003682,
0.002928467999993245,
0.0029331169999977647,
0.0029489060000003064,
0.002948215000003529,
0.002947212999998783,
0.002928988999997273,
0.0029465310000205136,
0.002920582999990984,
0.0029424340000048232,
0.002939257999997835,
0.0029463109999881,
0.0029487560000234225,
0.002934309000011126,
0.002945168999985981,
0.0029302009999980783,
0.0029303309999875182,
0.002941953000004105,
0.0029210539999837692,
0.0029340979999972205,
0.002928607999990618,
0.002936312000002772,
0.0029353399999934027,
0.002928737999980058,
0.0029228169999839793,
0.0028964579999808393,
0.0029456000000038784,
0.0029400390000091647,
0.0029438970000228437,
0.0029219259999990754,
0.0029255930000147146,
0.002951921999994056,
0.002942733999987013,
0.0029578630000060002,
0.0029354810000086218,
0.002919220999984873,
0.0029134190000092985,
0.0029199119999816503,
0.0029353710000066258,
0.003932560000009744,
0.0029532940000081,
0.002938546999985192,
0.002945400000015752,
0.0029297600000006696,
0.002916725999995151,
0.0029167859999859047,
0.002932184999991705,
0.002944388000003073,
0.0029393179999885888,
0.0029354810000086218,
0.0029413019999822154,
0.002952141999998048,
0.0029348390000052405,
0.002953012999995508,
0.0029548079999983656,
0.0029320849999976417,
0.0029321049999850857,
0.002937405000011495,
0.0029550779999851784,
0.002948715999991691,
0.0029436959999884493,
0.0029660980000016934,
0.002942574000002196,
0.002937295000009499,
0.002927034999999023,
0.0029406409999808147,
0.002928797999999233,
0.002930722000002106,
0.0029304919999901813,
0.0029410420000033355,
0.0029324749999943833,
0.0029521720000218465,
0.0029424139999889576,
0.0029299100000059752,
0.0029188700000020162,
0.0029400299999906565,
0.0029648759999929553,
0.0029457299999933184,
0.002937294999981077,
0.00293609199999878,
0.002952322999988155,
0.0029391080000209513,
0.0029340490000038244,
0.0028989319999936924,
0.0029193809999981113,
0.0029319949999830897,
0.002913489000007985,
0.002934869999990042,
0.0029501189999905364,
0.0029304710000133127,
0.0029277970000123332,
0.0029298999999980424,
0.002939507999997204,
0.002930191000018567,
0.0029303209999795854,
0.0029361619999974664,
0.0029448789999833025,
0.0029145310000160407,
0.0029186790000039764,
0.002927807000020266,
0.0029090220000114186,
0.0029369439999982205,
0.002965536999994356,
0.0029368239999882917,
0.0029451990000097794,
0.0029547770000135642,
0.0029374849999896924,
0.0029504999999971915,
0.0029385670000010577,
0.002941603000010673,
0.0029460899999946832,
0.0029436260000181846,
0.0029667389999872285,
0.002929761000018516,
0.0029309219999902325,
0.002940309999985402,
0.0029422940000074504,
0.002920533000008163,
0.0029171370000256047,
0.0029124980000005962,
0.002916606000013644,
0.0029257019999988643,
0.0029426339999929496,
0.0029463410000118984,
0.002944919000015034,
0.002927435999993122,
0.00293685400001209,
0.002913430000006656,
0.0029270949999897766,
0.0029452500000104465,
0.002959446000005528,
0.0029332569999951374,
0.002937265000014122,
0.0029601870000135477,
0.00296007699998313,
0.002940080000001899,
0.0029478240000173628,
0.0029101540000056048,
0.0029285379999919314,
0.0029432059999976445,
0.002929209000001265,
0.0029312029999744027,
0.0029347800000039115,
0.0029559790000064368,
0.002934277999997903,
0.0029336080000064158,
0.0029307019999862405,
0.0029124980000005962,
0.002922587000000476,
0.00291697599999452,
0.002943506000008256,
0.0029355110000039986,
0.002935992000004717,
0.002938255999993089,
0.0029161650000162354,
0.0029260729999975865,
0.002959556000007524,
0.002950408999993215,
0.0029199619999928927,
0.002932585999985804,
0.0029832199999759723,
0.002929739999984804,
0.0029417629999954897,
0.0029495269999983975,
0.0029331660000195825,
0.0029543269999976474,
0.00293135300000813,
0.00294586000001118,
0.002928467999993245,
0.00292065299998967,
0.0029471729999954732,
0.0029415120000066963,
0.00292574300002002,
0.0029217059999950834,
0.002907378000003291,
0.0029276159999938045,
0.002930501999998114,
0.0029467420000059974,
0.0029366530000061175,
0.0029294599999900583,
0.0029496079999944413,
0.0029731320000223604,
0.0029271950000122615,
0.002935600999990129,
0.002937535000000935,
0.0029364230000226144,
0.002932074999989709,
0.0029431959999897117,
0.002932314999981145,
0.0029394480000064505,
0.0029473529999961556,
0.0029233980000071824,
0.002897018999988177,
0.002923008000010441,
0.0029397090000031767,
0.0029243200000053093,
0.0029252730000166594,
0.0029615599999885944
],
"count": 339,
"total": 0.999347844999761,
"mean": 0.0029479287463119795,
"p50": 0.0029399199999886605,
"p90": 0.0029668673999935892,
"p95": 0.0029833552999775745,
"p99": 0.003065662219998444,
"stdev": 6.725858630574176e-05,
"stdev_": 2.281554002615767
},
"throughput": {
"unit": "samples/s",
"value": 678.4424496359044
},
"energy": {
"unit": "kWh",
"cpu": 5.321988356907658e-08,
"ram": 1.6471020627876317e-08,
"gpu": 0.0,
"total": 6.969090419695288e-08
},
"efficiency": {
"unit": "samples/kWh",
"value": 28698149.680305723
}
}
}
}