
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
e09e633
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "image-classification", | |
"model": "timm/resnet50.a1_in1k", | |
"library": "timm", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"no_weights": false, | |
"device_map": null, | |
"torch_dtype": null, | |
"eval_mode": true, | |
"to_bettertransformer": false, | |
"low_cpu_mem_usage": null, | |
"attn_implementation": null, | |
"cache_implementation": null, | |
"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": 1, | |
"num_choices": 2, | |
"sequence_length": 2 | |
}, | |
"new_tokens": null, | |
"latency": true, | |
"memory": 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": true, | |
"device_isolation_action": "error", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.29792, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.2.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 951.25504, | |
"max_global_vram": 1047.003136, | |
"max_process_vram": 0.0, | |
"max_reserved": 396.361728, | |
"max_allocated": 253.912576 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 191, | |
"total": 0.9984378218650816, | |
"mean": 0.005227423151126082, | |
"stdev": 0.00035915487155887475, | |
"p50": 0.005131264209747314, | |
"p90": 0.005328896045684814, | |
"p95": 0.0055639040470123295, | |
"p99": 0.00745979504585266, | |
"values": [ | |
0.007977983951568603, | |
0.00757862377166748, | |
0.007446591854095459, | |
0.0064143362045288085, | |
0.005702655792236328, | |
0.0055582718849182125, | |
0.005631999969482422, | |
0.005539999961853027, | |
0.00552345609664917, | |
0.005585919857025146, | |
0.006041600227355957, | |
0.005283840179443359, | |
0.005094431877136231, | |
0.005079040050506592, | |
0.005123072147369385, | |
0.005028863906860351, | |
0.005033984184265137, | |
0.004992000102996826, | |
0.005000192165374756, | |
0.004986879825592041, | |
0.0049909758567810054, | |
0.005032959938049316, | |
0.005021696090698242, | |
0.004977663993835449, | |
0.004969471931457519, | |
0.005022719860076904, | |
0.005079040050506592, | |
0.005038080215454102, | |
0.005071807861328125, | |
0.005029888153076172, | |
0.00502784013748169, | |
0.004976768016815186, | |
0.004971519947052002, | |
0.005014527797698975, | |
0.00506060791015625, | |
0.005051392078399658, | |
0.005274623870849609, | |
0.00528495979309082, | |
0.005249023914337158, | |
0.005183487892150879, | |
0.0052008957862854, | |
0.005260287761688232, | |
0.005258240222930908, | |
0.005330751895904541, | |
0.005287936210632324, | |
0.005238783836364746, | |
0.005343200206756592, | |
0.005272607803344726, | |
0.005272575855255127, | |
0.005274623870849609, | |
0.005272575855255127, | |
0.00530944013595581, | |
0.005272575855255127, | |
0.005282815933227539, | |
0.005201024055480957, | |
0.005194752216339111, | |
0.005226624011993408, | |
0.005189631938934326, | |
0.0052008957862854, | |
0.005310463905334473, | |
0.005313536167144775, | |
0.005325823783874512, | |
0.005431295871734619, | |
0.005261312007904053, | |
0.005273600101470947, | |
0.005569536209106446, | |
0.00530841588973999, | |
0.005319680213928223, | |
0.005277696132659912, | |
0.005277696132659912, | |
0.005320640087127686, | |
0.005328896045684814, | |
0.005275648117065429, | |
0.0052715520858764645, | |
0.005256192207336426, | |
0.005245952129364013, | |
0.00521830415725708, | |
0.005268479824066162, | |
0.005221375942230225, | |
0.005134335994720459, | |
0.0050841598510742185, | |
0.005079040050506592, | |
0.005073855876922608, | |
0.00505241584777832, | |
0.005070687770843506, | |
0.005044223785400391, | |
0.0050381760597229, | |
0.0050657281875610355, | |
0.0050728960037231445, | |
0.0050728960037231445, | |
0.005065695762634277, | |
0.005083136081695557, | |
0.005115903854370117, | |
0.0050432000160217285, | |
0.005088255882263183, | |
0.005083136081695557, | |
0.005055488109588623, | |
0.005035007953643799, | |
0.005100575923919678, | |
0.0051036481857299806, | |
0.0050544958114624025, | |
0.005058559894561767, | |
0.005100543975830078, | |
0.005071872234344482, | |
0.005030911922454834, | |
0.005073919773101807, | |
0.005061632156372071, | |
0.005131231784820557, | |
0.005041152000427246, | |
0.005073919773101807, | |
0.0050657281875610355, | |
0.005073919773101807, | |
0.005108736038208008, | |
0.005126143932342529, | |
0.005096447944641113, | |
0.005102591991424561, | |
0.005102591991424561, | |
0.005114880084991455, | |
0.005091328144073487, | |
0.00510969591140747, | |
0.005150720119476319, | |
0.0051138558387756345, | |
0.0051036162376403805, | |
0.005125120162963868, | |
0.005101568222045898, | |
0.005032959938049316, | |
0.0050768318176269535, | |
0.005131264209747314, | |
0.005114880084991455, | |
0.005096447944641113, | |
0.00506982421875, | |
0.005105663776397705, | |
0.005134335994720459, | |
0.005042208194732666, | |
0.005473279953002929, | |
0.005246975898742676, | |
0.0052111358642578124, | |
0.005256192207336426, | |
0.005213183879852295, | |
0.00521727991104126, | |
0.005299200057983398, | |
0.005305344104766845, | |
0.0052899842262268066, | |
0.0054917120933532714, | |
0.005328896045684814, | |
0.005281792163848877, | |
0.005251071929931641, | |
0.005253119945526123, | |
0.005243904113769531, | |
0.005255167961120606, | |
0.0052325439453125, | |
0.005256192207336426, | |
0.005307199954986572, | |
0.005278719902038574, | |
0.005230591773986816, | |
0.005208064079284668, | |
0.005959712028503418, | |
0.00530944013595581, | |
0.005336063861846924, | |
0.00530841588973999, | |
0.0052367358207702636, | |
0.005265471935272217, | |
0.005235712051391602, | |
0.005201920032501221, | |
0.005272575855255127, | |
0.005265408039093018, | |
0.0052367358207702636, | |
0.005249023914337158, | |
0.005204991817474365, | |
0.005054336071014404, | |
0.005038976192474365, | |
0.0050841598510742185, | |
0.005047296047210693, | |
0.005031936168670655, | |
0.005027904033660889, | |
0.005107647895812988, | |
0.005066751956939697, | |
0.00505241584777832, | |
0.005115903854370117, | |
0.005134335994720459, | |
0.005061823844909668, | |
0.005099520206451416, | |
0.0051333122253417966, | |
0.005107711791992187, | |
0.005096447944641113, | |
0.005090303897857666, | |
0.005088255882263183, | |
0.005039103984832764, | |
0.005057600021362305, | |
0.005066751956939697, | |
0.0050503678321838375 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 191.29884286956602 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.248174355044003e-08, | |
"ram": 3.4162408267691624e-08, | |
"gpu": 1.3355273842105304e-07, | |
"total": 2.3019689023918472e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4344107.33768365 | |
} | |
} | |
} | |
} |