
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
2ec1d4b
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2", | |
"_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": "3.10.14", | |
"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": 945.934336, | |
"max_global_vram": 1047.003136, | |
"max_process_vram": 0.0, | |
"max_reserved": 396.361728, | |
"max_allocated": 253.912576 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 191, | |
"total": 1.0002738566398623, | |
"mean": 0.005237035898638022, | |
"stdev": 9.581681760710769e-05, | |
"p50": 0.005216256141662597, | |
"p90": 0.005326879978179932, | |
"p95": 0.005399552106857299, | |
"p99": 0.005682585430145263, | |
"values": [ | |
0.005675007820129394, | |
0.00538316822052002, | |
0.005497856140136719, | |
0.005414912223815918, | |
0.005404672145843506, | |
0.0055285758972167965, | |
0.00537395191192627, | |
0.005422080039978027, | |
0.005803008079528809, | |
0.005153791904449463, | |
0.0049162240028381345, | |
0.0049489917755126955, | |
0.004957183837890625, | |
0.00516812801361084, | |
0.005311488151550293, | |
0.005201920032501221, | |
0.005190656185150146, | |
0.005201920032501221, | |
0.005242879867553711, | |
0.005197824001312256, | |
0.005179391860961914, | |
0.005230591773986816, | |
0.005181439876556396, | |
0.005204991817474365, | |
0.005241792201995849, | |
0.0052930560111999515, | |
0.005228544235229492, | |
0.005215231895446777, | |
0.005206016063690186, | |
0.005187583923339844, | |
0.005197792053222656, | |
0.005239808082580567, | |
0.00522547197341919, | |
0.005204991817474365, | |
0.005230591773986816, | |
0.005185535907745361, | |
0.005213183879852295, | |
0.0052367358207702636, | |
0.005204991817474365, | |
0.005208064079284668, | |
0.005232639789581299, | |
0.005201920032501221, | |
0.005214208126068115, | |
0.005232639789581299, | |
0.005201920032501221, | |
0.00522441577911377, | |
0.005221375942230225, | |
0.005221375942230225, | |
0.0051968002319335935, | |
0.005232639789581299, | |
0.005237760066986084, | |
0.00521727991104126, | |
0.005228544235229492, | |
0.0052367358207702636, | |
0.00517632007598877, | |
0.0052070398330688475, | |
0.005232639789581299, | |
0.005174272060394287, | |
0.005202943801879883, | |
0.005189631938934326, | |
0.005212160110473632, | |
0.005192704200744629, | |
0.005201920032501221, | |
0.005230591773986816, | |
0.005185535907745361, | |
0.005248000144958496, | |
0.005231616020202637, | |
0.005215231895446777, | |
0.005202943801879883, | |
0.0052336640357971195, | |
0.005248000144958496, | |
0.005182464122772217, | |
0.005175295829772949, | |
0.005216256141662597, | |
0.005192704200744629, | |
0.0052008957862854, | |
0.005238783836364746, | |
0.005190656185150146, | |
0.005195775985717774, | |
0.005213183879852295, | |
0.0051773438453674315, | |
0.005198847770690918, | |
0.005220352172851562, | |
0.005223392009735107, | |
0.005182464122772217, | |
0.005204991817474365, | |
0.0051968002319335935, | |
0.005260255813598633, | |
0.005268479824066162, | |
0.005273600101470947, | |
0.0053002238273620605, | |
0.005210112094879151, | |
0.005246975898742676, | |
0.005210112094879151, | |
0.00520908784866333, | |
0.0052367358207702636, | |
0.005186560153961181, | |
0.0052008957862854, | |
0.005222400188446045, | |
0.005188608169555664, | |
0.005192704200744629, | |
0.005213183879852295, | |
0.005284863948822022, | |
0.005191679954528809, | |
0.005337088108062744, | |
0.005179391860961914, | |
0.005112832069396973, | |
0.00516809606552124, | |
0.005232639789581299, | |
0.005201920032501221, | |
0.0051998720169067385, | |
0.00522649621963501, | |
0.005180416107177735, | |
0.005193727970123291, | |
0.00522649621963501, | |
0.0052336640357971195, | |
0.005196767807006836, | |
0.005203968048095703, | |
0.005210112094879151, | |
0.005174272060394287, | |
0.00537497615814209, | |
0.00522649621963501, | |
0.005371903896331787, | |
0.005470208168029785, | |
0.0053340158462524415, | |
0.005251071929931641, | |
0.005242879867553711, | |
0.0052633600234985355, | |
0.005245952129364013, | |
0.005277696132659912, | |
0.005310463905334473, | |
0.005228544235229492, | |
0.0052336640357971195, | |
0.005245952129364013, | |
0.005232639789581299, | |
0.005210112094879151, | |
0.005203968048095703, | |
0.005194752216339111, | |
0.005348351955413819, | |
0.005264383792877197, | |
0.005179391860961914, | |
0.005187583923339844, | |
0.005214208126068115, | |
0.005220352172851562, | |
0.005191679954528809, | |
0.005195775985717774, | |
0.005326879978179932, | |
0.0051701760292053225, | |
0.005195807933807373, | |
0.005231679916381836, | |
0.005436416149139404, | |
0.005205056190490723, | |
0.00520908784866333, | |
0.005197855949401855, | |
0.005201920032501221, | |
0.005227519989013672, | |
0.005206016063690186, | |
0.005189631938934326, | |
0.005214208126068115, | |
0.005210112094879151, | |
0.00522649621963501, | |
0.005204991817474365, | |
0.005220352172851562, | |
0.0052111358642578124, | |
0.005216256141662597, | |
0.005252096176147461, | |
0.005208064079284668, | |
0.005253119945526123, | |
0.005241856098175048, | |
0.0051968002319335935, | |
0.0051998720169067385, | |
0.005202943801879883, | |
0.005216256141662597, | |
0.005210112094879151, | |
0.005253119945526123, | |
0.005228544235229492, | |
0.005256192207336426, | |
0.005259263992309571, | |
0.005246975898742676, | |
0.005750783920288086, | |
0.0052336640357971195, | |
0.005268479824066162, | |
0.005335008144378662, | |
0.0053944320678710935, | |
0.005310463905334473, | |
0.005282815933227539, | |
0.005182464122772217, | |
0.00521830415725708, | |
0.005220352172851562, | |
0.005222400188446045, | |
0.005227519989013672 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 190.94770770237923 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.16706907749176e-08, | |
"ram": 3.3717266958888104e-08, | |
"gpu": 1.3016792820836278e-07, | |
"total": 2.255558859421685e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4433491.042908964 | |
} | |
} | |
} | |
} |