Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/file.json with huggingface_hub

eada27c verified over 1 year ago

12.4 kB

	{
	"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-5.10.214-202.855.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": "0.30.0",
	"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": 945.463296,
	"max_global_vram": 1047.003136,
	"max_process_vram": 0.0,
	"max_reserved": 396.361728,
	"max_allocated": 253.912576
	},
	"latency": {
	"unit": "s",
	"count": 179,
	"total": 0.9962271671295163,
	"mean": 0.005565514900164897,
	"stdev": 0.0002488616081462451,
	"p50": 0.005605440139770507,
	"p90": 0.0057956352233886725,
	"p95": 0.005870796680450439,
	"p99": 0.006352179040908813,
	"values": [
	0.0062341117858886715,
	0.0057825279235839844,
	0.005980160236358643,
	0.005783552169799804,
	0.0059023361206054685,
	0.00582860803604126,
	0.005847040176391601,
	0.005988351821899414,
	0.005825535774230957,
	0.005786623954772949,
	0.005738495826721191,
	0.00568012809753418,
	0.005637119770050049,
	0.005730303764343261,
	0.005656576156616211,
	0.0057118721008300784,
	0.005566400051116943,
	0.005565440177917481,
	0.005565440177917481,
	0.005634047985076904,
	0.005629951953887939,
	0.005697535991668701,
	0.005745664119720459,
	0.005699584007263184,
	0.005723135948181152,
	0.00568832015991211,
	0.005635072231292724,
	0.005598207950592041,
	0.005661695957183838,
	0.005831679821014404,
	0.005714975833892823,
	0.005750783920288086,
	0.005708799839019775,
	0.005798912048339844,
	0.005772287845611572,
	0.005628928184509278,
	0.00572211217880249,
	0.005706751823425293,
	0.005712959766387939,
	0.005703680038452149,
	0.005616608142852783,
	0.00555622386932373,
	0.005549056053161621,
	0.005566463947296142,
	0.005605440139770507,
	0.0055808000564575196,
	0.005587007999420166,
	0.005626880168914795,
	0.005676032066345215,
	0.005665791988372803,
	0.005725183963775635,
	0.005757952213287353,
	0.005761023998260498,
	0.005755904197692871,
	0.005731391906738281,
	0.005735424041748047,
	0.005660672187805176,
	0.005646336078643799,
	0.005675007820129394,
	0.0057784318923950195,
	0.005676032066345215,
	0.005641215801239013,
	0.005752831935882568,
	0.005615647792816162,
	0.005577727794647217,
	0.005608448028564453,
	0.0056483840942382815,
	0.005665823936462402,
	0.005650432109832764,
	0.005794816017150879,
	0.0056442880630493165,
	0.005727231979370117,
	0.005607423782348633,
	0.00572211217880249,
	0.005623807907104492,
	0.005814271926879883,
	0.005708799839019775,
	0.005605408191680908,
	0.005640160083770752,
	0.005639167785644531,
	0.005724160194396972,
	0.0057497601509094234,
	0.0057487359046936035,
	0.005761023998260498,
	0.00577839994430542,
	0.005816319942474365,
	0.005656576156616211,
	0.00570470380783081,
	0.005881855964660645,
	0.00561356782913208,
	0.005836800098419189,
	0.005612512111663818,
	0.007020544052124023,
	0.006162432193756104,
	0.00586956787109375,
	0.005570559978485107,
	0.005627903938293457,
	0.005463071823120117,
	0.005391359806060791,
	0.0053350400924682614,
	0.005341184139251709,
	0.005436416149139404,
	0.0054568958282470706,
	0.005637119770050049,
	0.005470208168029785,
	0.005561344146728516,
	0.005668863773345947,
	0.005683199882507324,
	0.005448703765869141,
	0.005362688064575195,
	0.005315584182739258,
	0.00535756778717041,
	0.005338111877441406,
	0.005311488151550293,
	0.005362688064575195,
	0.005312511920928955,
	0.0052930560111999515,
	0.0053637118339538575,
	0.005345280170440674,
	0.0052971520423889164,
	0.005362688064575195,
	0.005315584182739258,
	0.005330880165100097,
	0.005354496002197265,
	0.005342207908630371,
	0.005303296089172363,
	0.005416959762573242,
	0.0052899842262268066,
	0.005311488151550293,
	0.005306367874145508,
	0.005310463905334473,
	0.005313536167144775,
	0.0053043198585510255,
	0.0053441920280456546,
	0.005280767917633057,
	0.005325823783874512,
	0.005323775768280029,
	0.005319680213928223,
	0.005311488151550293,
	0.0053350400924682614,
	0.0053043198585510255,
	0.005339136123657226,
	0.005305344104766845,
	0.0053002238273620605,
	0.005296127796173096,
	0.005336063861846924,
	0.005282815933227539,
	0.006303743839263916,
	0.006523903846740723,
	0.005336063861846924,
	0.0053309440612792965,
	0.005406720161437988,
	0.005380095958709717,
	0.0053606400489807126,
	0.005325823783874512,
	0.00538316822052002,
	0.00531660795211792,
	0.0053432960510253905,
	0.005314559936523438,
	0.0053350400924682614,
	0.00530944013595581,
	0.005342207908630371,
	0.0053606400489807126,
	0.005343232154846191,
	0.0053002238273620605,
	0.005309375762939453,
	0.005296127796173096,
	0.00531763219833374,
	0.005296127796173096,
	0.005326848030090332,
	0.005292064189910889,
	0.0053012480735778805,
	0.005320703983306885,
	0.0053043198585510255,
	0.005311456203460694,
	0.005326848030090332,
	0.005321728229522705,
	0.005291007995605469,
	0.005342207908630371
	]
	},
	"throughput": {
	"unit": "samples/s",
	"value": 179.67789466709928
	},
	"energy": {
	"unit": "kWh",
	"cpu": 6.292989539931902e-08,
	"ram": 3.44065424296931e-08,
	"gpu": 1.3212679588359838e-07,
	"total": 2.2946323371261053e-07
	},
	"efficiency": {
	"unit": "samples/kWh",
	"value": 4357996.633362372
	}
	}
	}
	}