
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
10e9668
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", | |
"library": "timm", | |
"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": {}, | |
"hub_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, | |
"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": "1.0.3", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 949.4528, | |
"max_global_vram": 1047.003136, | |
"max_process_vram": 0.0, | |
"max_reserved": 396.361728, | |
"max_allocated": 253.912576 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 182, | |
"total": 0.9946089243888867, | |
"mean": 0.005464884199938931, | |
"stdev": 0.00017851148158669873, | |
"p50": 0.005501440048217773, | |
"p90": 0.005670911788940429, | |
"p95": 0.005700638580322266, | |
"p99": 0.005831741557121277, | |
"values": [ | |
0.005817344188690185, | |
0.0057497601509094234, | |
0.0057118721008300784, | |
0.005780479907989502, | |
0.005701632022857666, | |
0.005693408012390136, | |
0.005686240196228027, | |
0.005716991901397705, | |
0.005700607776641845, | |
0.005670911788940429, | |
0.005670911788940429, | |
0.005596159934997558, | |
0.005582848072052002, | |
0.005573631763458252, | |
0.00556441593170166, | |
0.005638144016265869, | |
0.0055511040687561035, | |
0.005448703765869141, | |
0.005432320117950439, | |
0.005422080039978027, | |
0.005547008037567139, | |
0.0055316481590271, | |
0.005582848072052002, | |
0.005638144016265869, | |
0.00562278413772583, | |
0.005681151866912842, | |
0.00558892822265625, | |
0.00555622386932373, | |
0.005550079822540284, | |
0.005509183883666992, | |
0.005657599925994873, | |
0.0056145920753479005, | |
0.005638144016265869, | |
0.005615615844726562, | |
0.005607423782348633, | |
0.005693439960479736, | |
0.005569536209106446, | |
0.005573631763458252, | |
0.005568511962890625, | |
0.005581823825836182, | |
0.00562278413772583, | |
0.005598207950592041, | |
0.005549056053161621, | |
0.0054579200744628905, | |
0.005412864208221436, | |
0.005467135906219483, | |
0.005465023994445801, | |
0.005501952171325684, | |
0.005453824043273926, | |
0.0054579200744628905, | |
0.005593088150024414, | |
0.005561344146728516, | |
0.005567488193511963, | |
0.005667840003967285, | |
0.005640192031860352, | |
0.005681151866912842, | |
0.005634047985076904, | |
0.005675007820129394, | |
0.005576704025268555, | |
0.0055071358680725095, | |
0.005534719944000244, | |
0.005586944103240967, | |
0.005661695957183838, | |
0.0055797758102417, | |
0.0055623679161071774, | |
0.0056852478981018065, | |
0.005591008186340332, | |
0.005488639831542969, | |
0.005450751781463623, | |
0.005527552127838135, | |
0.005594111919403076, | |
0.005500927925109863, | |
0.005585919857025146, | |
0.005655519962310791, | |
0.005533696174621582, | |
0.005516287803649903, | |
0.005484543800354004, | |
0.00550707197189331, | |
0.005517343997955323, | |
0.005500927925109863, | |
0.005558207988739013, | |
0.0055327038764953615, | |
0.005489664077758789, | |
0.005590047836303711, | |
0.005540863990783691, | |
0.005700640201568604, | |
0.005645311832427978, | |
0.005666816234588623, | |
0.005638144016265869, | |
0.005620736122131348, | |
0.00563705587387085, | |
0.00555622386932373, | |
0.005638144016265869, | |
0.005547967910766602, | |
0.005426176071166992, | |
0.005610496044158936, | |
0.005429247856140137, | |
0.005319680213928223, | |
0.00530944013595581, | |
0.0052551040649414064, | |
0.005274623870849609, | |
0.005321728229522705, | |
0.005289023876190186, | |
0.005299200057983398, | |
0.005238783836364746, | |
0.005191679954528809, | |
0.005199808120727539, | |
0.005276671886444092, | |
0.005288959980010987, | |
0.005545983791351319, | |
0.005569503784179687, | |
0.005539904117584229, | |
0.005893119812011719, | |
0.0055623679161071774, | |
0.005590015888214111, | |
0.005609471797943116, | |
0.005637119770050049, | |
0.005725183963775635, | |
0.005371903896331787, | |
0.00537395191192627, | |
0.005393407821655274, | |
0.005352447986602784, | |
0.00537395191192627, | |
0.005401599884033203, | |
0.005352447986602784, | |
0.005437439918518067, | |
0.0053821439743042, | |
0.00535859203338623, | |
0.005452799797058106, | |
0.005379072189331055, | |
0.0053606400489807126, | |
0.0054609918594360355, | |
0.005368768215179443, | |
0.00537395191192627, | |
0.005422080039978027, | |
0.005393407821655274, | |
0.005250048160552978, | |
0.005194752216339111, | |
0.005174272060394287, | |
0.005172224044799805, | |
0.0052070398330688475, | |
0.005193727970123291, | |
0.005180416107177735, | |
0.005222400188446045, | |
0.005174272060394287, | |
0.005180416107177735, | |
0.005184512138366699, | |
0.005216256141662597, | |
0.005180416107177735, | |
0.005197824001312256, | |
0.005202943801879883, | |
0.0051701760292053225, | |
0.005174272060394287, | |
0.005239808082580567, | |
0.005971968173980713, | |
0.0053678078651428224, | |
0.005453824043273926, | |
0.0054609918594360355, | |
0.005547008037567139, | |
0.0053678078651428224, | |
0.0053606400489807126, | |
0.005399551868438721, | |
0.005337088108062744, | |
0.005342207908630371, | |
0.005401599884033203, | |
0.005286911964416504, | |
0.005191679954528809, | |
0.005265408039093018, | |
0.005173247814178467, | |
0.005171199798583984, | |
0.00521830415725708, | |
0.005179391860961914, | |
0.005202943801879883, | |
0.0051968002319335935, | |
0.005213183879852295, | |
0.005182464122772217, | |
0.005232639789581299, | |
0.005225535869598389, | |
0.005193727970123291, | |
0.005173247814178467, | |
0.005232639789581299, | |
0.005174272060394287 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 182.9864940251021 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.446753088776415e-08, | |
"ram": 3.511596990122328e-08, | |
"gpu": 1.3898809917837552e-07, | |
"total": 2.3857159996736295e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4191613.7551024593 | |
} | |
} | |
} | |
} |