
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
79bc832
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": 949.116928, | |
"max_global_vram": 1047.003136, | |
"max_process_vram": 0.0, | |
"max_reserved": 396.361728, | |
"max_allocated": 253.912576 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 185, | |
"total": 0.9957353234291078, | |
"mean": 0.005382353099616799, | |
"stdev": 0.00036354319191445517, | |
"p50": 0.005568511962890625, | |
"p90": 0.0057562943458557125, | |
"p95": 0.0058013694763183596, | |
"p99": 0.005847366409301758, | |
"values": [ | |
0.0060375361442565915, | |
0.005776383876800537, | |
0.005804031848907471, | |
0.005818367958068848, | |
0.005831679821014404, | |
0.005745664119720459, | |
0.005880832195281982, | |
0.005731328010559082, | |
0.005776415824890137, | |
0.005757919788360596, | |
0.005743616104125977, | |
0.005752831935882568, | |
0.005693439960479736, | |
0.005608448028564453, | |
0.005687295913696289, | |
0.0057415361404418944, | |
0.005608448028564453, | |
0.005596159934997558, | |
0.0054876160621643065, | |
0.005568511962890625, | |
0.0055808000564575196, | |
0.0055511040687561035, | |
0.005753791809082031, | |
0.005708767890930176, | |
0.005790719985961914, | |
0.0057784318923950195, | |
0.005649407863616943, | |
0.00568012809753418, | |
0.005615615844726562, | |
0.005654528141021729, | |
0.005747712135314941, | |
0.005637119770050049, | |
0.0056514558792114256, | |
0.0057066879272460935, | |
0.005702655792236328, | |
0.005708799839019775, | |
0.005642240047454834, | |
0.005641215801239013, | |
0.005736480236053467, | |
0.005775360107421875, | |
0.005750783920288086, | |
0.005691391944885254, | |
0.005482463836669922, | |
0.005574656009674072, | |
0.0055848960876464845, | |
0.005604320049285889, | |
0.005702720165252685, | |
0.005536767959594726, | |
0.0055797758102417, | |
0.005738495826721191, | |
0.005570559978485107, | |
0.005667776107788086, | |
0.005673984050750733, | |
0.005840991973876953, | |
0.005742591857910156, | |
0.005751808166503906, | |
0.005743616104125977, | |
0.005730303764343261, | |
0.005617663860321045, | |
0.005611487865447998, | |
0.00576204776763916, | |
0.005647359848022461, | |
0.0058388481140136715, | |
0.00563097620010376, | |
0.005753856182098388, | |
0.005728256225585937, | |
0.005567488193511963, | |
0.005600255966186523, | |
0.005590015888214111, | |
0.005694464206695556, | |
0.005603328227996827, | |
0.005693439960479736, | |
0.005725183963775635, | |
0.005656576156616211, | |
0.005551199913024902, | |
0.005577727794647217, | |
0.005594143867492676, | |
0.005637119770050049, | |
0.005649407863616943, | |
0.0056145920753479005, | |
0.00562275218963623, | |
0.005643263816833496, | |
0.005617663860321045, | |
0.005695487976074219, | |
0.005730303764343261, | |
0.005825535774230957, | |
0.0057784318923950195, | |
0.0056739521026611325, | |
0.0057825279235839844, | |
0.005677055835723877, | |
0.005665791988372803, | |
0.005730303764343261, | |
0.005604351997375488, | |
0.005554175853729248, | |
0.005750783920288086, | |
0.005544928073883057, | |
0.005552127838134766, | |
0.005462016105651855, | |
0.00531660795211792, | |
0.005410816192626953, | |
0.005570559978485107, | |
0.005553152084350586, | |
0.005260287761688232, | |
0.0052705278396606445, | |
0.0052941122055053715, | |
0.00522649621963501, | |
0.005537792205810547, | |
0.005265408039093018, | |
0.005508096218109131, | |
0.005559296131134033, | |
0.005488639831542969, | |
0.005728256225585937, | |
0.005641215801239013, | |
0.005805056095123291, | |
0.005511168003082275, | |
0.005824512004852295, | |
0.005206016063690186, | |
0.005047296047210693, | |
0.00495411205291748, | |
0.004938591957092285, | |
0.004951039791107178, | |
0.004941823959350586, | |
0.004947999954223633, | |
0.004928512096405029, | |
0.004965375900268554, | |
0.004958208084106445, | |
0.004929567813873291, | |
0.0049387521743774416, | |
0.005005311965942383, | |
0.004965375900268554, | |
0.00501859188079834, | |
0.004964416027069092, | |
0.00501043176651001, | |
0.004964352130889893, | |
0.0049459199905395506, | |
0.0049192957878112795, | |
0.004876287937164306, | |
0.004897791862487793, | |
0.004891647815704346, | |
0.004927487850189209, | |
0.004921343803405762, | |
0.004914175987243652, | |
0.0049530878067016604, | |
0.004975615978240967, | |
0.004959231853485108, | |
0.004907008171081543, | |
0.004866047859191895, | |
0.004842495918273926, | |
0.004918272018432617, | |
0.0049090561866760255, | |
0.004910079956054687, | |
0.0049162240028381345, | |
0.004926464080810547, | |
0.0049090561866760255, | |
0.004834303855895996, | |
0.004848639965057373, | |
0.004899839878082276, | |
0.004930560111999512, | |
0.004921343803405762, | |
0.0049090561866760255, | |
0.004890624046325683, | |
0.004924416065216064, | |
0.004908031940460205, | |
0.004928512096405029, | |
0.004921343803405762, | |
0.0049162240028381345, | |
0.004936704158782959, | |
0.004917247772216797, | |
0.004888703823089599, | |
0.004884479999542236, | |
0.004924416065216064, | |
0.004926464080810547, | |
0.0049797120094299315, | |
0.004993023872375488, | |
0.0050094079971313476, | |
0.0049797120094299315, | |
0.00496127986907959, | |
0.004895711898803711, | |
0.0049428482055664065, | |
0.0048700480461120604, | |
0.004859903812408447, | |
0.004893695831298828, | |
0.004923327922821045, | |
0.004927487850189209, | |
0.0049079999923706055 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 185.79234425760657 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.237703138759763e-08, | |
"ram": 3.395356609666914e-08, | |
"gpu": 1.303505987539263e-07, | |
"total": 2.2668119623819304e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4411481.925255131 | |
} | |
} | |
} | |
} |