
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
19652f4
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "image-classification", | |
"library": "timm", | |
"model_type": "resnet50", | |
"model": "timm/resnet50.a1_in1k", | |
"processor": "timm/resnet50.a1_in1k", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_kwargs": {}, | |
"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, | |
"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": true, | |
"device_isolation_action": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.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": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 789.93408, | |
"max_global_vram": 709.361664, | |
"max_process_vram": 0.0, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.51550341796875, | |
"mean": 7.51550341796875, | |
"stdev": 0.0, | |
"p50": 7.51550341796875, | |
"p90": 7.51550341796875, | |
"p95": 7.51550341796875, | |
"p99": 7.51550341796875, | |
"values": [ | |
7.51550341796875 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.36972330013911e-06, | |
"ram": 2.3790004841092127e-06, | |
"gpu": 6.4391718179999426e-06, | |
"total": 1.3187895602248265e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 977.69472, | |
"max_global_vram": 1040.71168, | |
"max_process_vram": 0.0, | |
"max_reserved": 396.361728, | |
"max_allocated": 245.323264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 154, | |
"total": 0.9991036810874938, | |
"mean": 0.006487686240827882, | |
"stdev": 0.0002672594821281815, | |
"p50": 0.006356479883193969, | |
"p90": 0.006772735977172852, | |
"p95": 0.007103334283828735, | |
"p99": 0.0074636697244644164, | |
"values": [ | |
0.007703551769256592, | |
0.007250944137573242, | |
0.0072130560874938965, | |
0.007074816226959229, | |
0.007188479900360107, | |
0.007137279987335205, | |
0.007085055828094483, | |
0.007170048236846924, | |
0.007170048236846924, | |
0.00783462381362915, | |
0.0067123198509216305, | |
0.0065669121742248536, | |
0.006467584133148193, | |
0.006345727920532227, | |
0.006325247764587402, | |
0.006322175979614258, | |
0.006310912132263183, | |
0.006363135814666748, | |
0.006341631889343262, | |
0.006322175979614258, | |
0.00632422399520874, | |
0.006323200225830078, | |
0.0063580479621887205, | |
0.006328320026397705, | |
0.00633241605758667, | |
0.006359039783477783, | |
0.006340608119964599, | |
0.006333439826965332, | |
0.006273024082183838, | |
0.006291456222534179, | |
0.006385663986206055, | |
0.006426623821258545, | |
0.006315008163452148, | |
0.006316031932830811, | |
0.006366208076477051, | |
0.0063498239517211915, | |
0.006351840019226074, | |
0.006355967998504639, | |
0.006281216144561768, | |
0.006406144142150879, | |
0.006360095977783203, | |
0.006260735988616943, | |
0.006308864116668702, | |
0.006253568172454834, | |
0.0062904319763183595, | |
0.006245376110076905, | |
0.00626585578918457, | |
0.006277120113372803, | |
0.006253568172454834, | |
0.0062975997924804685, | |
0.006264832019805908, | |
0.006268928050994873, | |
0.00624124813079834, | |
0.006276095867156982, | |
0.006268928050994873, | |
0.006313983917236328, | |
0.006376448154449463, | |
0.006326272010803223, | |
0.0063539199829101565, | |
0.00632428789138794, | |
0.006326272010803223, | |
0.0062863359451293946, | |
0.006315008163452148, | |
0.006335487842559814, | |
0.006309887886047363, | |
0.006288383960723877, | |
0.006281216144561768, | |
0.006273024082183838, | |
0.0062904319763183595, | |
0.006307839870452881, | |
0.0063569917678833006, | |
0.00632422399520874, | |
0.00632422399520874, | |
0.006346752166748047, | |
0.006344704151153564, | |
0.0064133119583129885, | |
0.006328320026397705, | |
0.0063201279640197755, | |
0.006352896213531494, | |
0.0065146880149841305, | |
0.006622208118438721, | |
0.006619135856628418, | |
0.006557695865631104, | |
0.006604800224304199, | |
0.0066007041931152345, | |
0.006589439868927002, | |
0.006586368083953857, | |
0.006596640110015869, | |
0.006591487884521485, | |
0.006606847763061524, | |
0.006812672138214112, | |
0.006594528198242187, | |
0.006605855941772461, | |
0.006583295822143555, | |
0.00658022403717041, | |
0.006575104236602783, | |
0.006605823993682861, | |
0.00658739185333252, | |
0.006594560146331787, | |
0.0065688958168029785, | |
0.006822912216186523, | |
0.0066089282035827635, | |
0.006619135856628418, | |
0.006567935943603515, | |
0.00673689603805542, | |
0.007000063896179199, | |
0.006949888229370117, | |
0.006788095951080322, | |
0.006814720153808594, | |
0.006593535900115967, | |
0.006665215969085693, | |
0.006624256134033203, | |
0.0066078720092773435, | |
0.006604800224304199, | |
0.006590464115142822, | |
0.006545407772064209, | |
0.006586368083953857, | |
0.006565887928009034, | |
0.006575104236602783, | |
0.006606847763061524, | |
0.006589439868927002, | |
0.00657203197479248, | |
0.00658841609954834, | |
0.006568960189819336, | |
0.006565887928009034, | |
0.006599679946899414, | |
0.006567935943603515, | |
0.006553599834442139, | |
0.00642252779006958, | |
0.006311935901641846, | |
0.00633241605758667, | |
0.006331391811370849, | |
0.006305791854858398, | |
0.006323200225830078, | |
0.006312960147857666, | |
0.006340640068054199, | |
0.006316031932830811, | |
0.00631609582901001, | |
0.006370304107666015, | |
0.006360064029693604, | |
0.006390848159790039, | |
0.006299647808074951, | |
0.006348800182342529, | |
0.006339583873748779, | |
0.006315008163452148, | |
0.006340608119964599, | |
0.006327231884002685, | |
0.006351871967315674, | |
0.0063508481979370115, | |
0.006319104194641113, | |
0.006335487842559814, | |
0.006307871818542481, | |
0.006347775936126709, | |
0.006329343795776367 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 154.13815694520883 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 7.646324648986177e-08, | |
"ram": 4.1692461456226826e-08, | |
"gpu": 1.6125369025640882e-07, | |
"total": 2.7940939820249744e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3578977.6808984294 | |
} | |
} | |
} | |
} |