Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub

e26a12a verified almost 2 years ago

11.2 kB

	{
	"config": {
	"name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
	"backend": {
	"name": "pytorch",
	"version": "2.3.0+cu121",
	"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
	"task": "text-classification",
	"library": "transformers",
	"model": "FacebookAI/roberta-base",
	"processor": "FacebookAI/roberta-base",
	"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": true,
	"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": 902.115328,
	"max_global_vram": 1195.900928,
	"max_process_vram": 0.0,
	"max_reserved": 555.74528,
	"max_allocated": 508.993536
	},
	"latency": {
	"unit": "s",
	"count": 152,
	"total": 1.001573279380798,
	"mean": 0.006589297890663147,
	"stdev": 0.00022843924268888433,
	"p50": 0.006553599834442139,
	"p90": 0.006811033535003662,
	"p95": 0.007023871970176697,
	"p99": 0.0076116683959960955,
	"values": [
	0.007549952030181885,
	0.007012351989746094,
	0.007113728046417236,
	0.006969312191009522,
	0.006897664070129395,
	0.0067870721817016606,
	0.007002111911773682,
	0.007037951946258545,
	0.007675903797149658,
	0.006536255836486817,
	0.006401023864746094,
	0.006407167911529541,
	0.006329343795776367,
	0.006363135814666748,
	0.006311935901641846,
	0.006355967998504639,
	0.006354911804199219,
	0.006336512088775635,
	0.006375423908233643,
	0.006351967811584472,
	0.006364160060882569,
	0.0063569917678833006,
	0.006323200225830078,
	0.0064767999649047855,
	0.006331391811370849,
	0.0063508481979370115,
	0.006351871967315674,
	0.006331391811370849,
	0.006359039783477783,
	0.0063211522102355954,
	0.006336512088775635,
	0.00636518383026123,
	0.006425600051879882,
	0.006599679946899414,
	0.0065474557876586915,
	0.006662144184112549,
	0.006601727962493896,
	0.006560768127441406,
	0.006624288082122802,
	0.006586304187774658,
	0.0065413122177124024,
	0.006584320068359375,
	0.006576128005981445,
	0.006542335987091064,
	0.006605855941772461,
	0.006552576065063476,
	0.006553599834442139,
	0.006552512168884277,
	0.006567903995513916,
	0.006550528049468994,
	0.006560768127441406,
	0.006874112129211426,
	0.006550528049468994,
	0.006586368083953857,
	0.00652185583114624,
	0.006575039863586426,
	0.006586368083953857,
	0.006515711784362793,
	0.006577087879180908,
	0.0065792641639709475,
	0.006536191940307618,
	0.006560768127441406,
	0.006555647850036621,
	0.006533120155334473,
	0.006554624080657959,
	0.006621183872222901,
	0.006549503803253174,
	0.006576128005981445,
	0.006553599834442139,
	0.006550528049468994,
	0.006594560146331787,
	0.006563839912414551,
	0.006545407772064209,
	0.006560768127441406,
	0.006521920204162598,
	0.006527999877929688,
	0.006557695865631104,
	0.006525951862335205,
	0.006563839912414551,
	0.00658841609954834,
	0.006512639999389648,
	0.0065443840026855465,
	0.006546432018280029,
	0.006551583766937256,
	0.0065669121742248536,
	0.006818816184997558,
	0.006546432018280029,
	0.006582272052764892,
	0.006553599834442139,
	0.00653004789352417,
	0.006558720111846924,
	0.006504447937011719,
	0.006559711933135986,
	0.006559743881225586,
	0.006520832061767578,
	0.007136256217956543,
	0.007790592193603516,
	0.007093183994293213,
	0.007525375843048096,
	0.006603775978088379,
	0.00658022403717041,
	0.006584320068359375,
	0.006603775978088379,
	0.006813695907592773,
	0.006600639820098877,
	0.006502399921417237,
	0.006582272052764892,
	0.006584320068359375,
	0.006524928092956543,
	0.006555647850036621,
	0.006639616012573242,
	0.006553599834442139,
	0.006602752208709717,
	0.006549503803253174,
	0.006565887928009034,
	0.006563839912414551,
	0.0065443840026855465,
	0.006501376152038574,
	0.006604800224304199,
	0.006452223777770996,
	0.006554624080657959,
	0.006582272052764892,
	0.006543360233306885,
	0.006536191940307618,
	0.006532063961029053,
	0.006540287971496582,
	0.0065413122177124024,
	0.006552639961242676,
	0.006552576065063476,
	0.006561791896820069,
	0.006552576065063476,
	0.006533120155334473,
	0.006648831844329834,
	0.006490111827850342,
	0.006635519981384277,
	0.0065669121742248536,
	0.0065146880149841305,
	0.006562816143035889,
	0.006591487884521485,
	0.006535168170928955,
	0.006567935943603515,
	0.006554624080657959,
	0.00653107213973999,
	0.006568960189819336,
	0.006964223861694336,
	0.006465536117553711,
	0.006472703933715821,
	0.006445055961608887,
	0.00643891191482544,
	0.006520832061767578,
	0.00652288007736206,
	0.006534143924713135
	]
	},
	"throughput": {
	"unit": "samples/s",
	"value": 151.76123717474854
	},
	"energy": {
	"unit": "kWh",
	"cpu": 7.842443636711072e-08,
	"ram": 4.287034533756965e-08,
	"gpu": 1.4525581892715106e-07,
	"total": 2.6655060063183144e-07
	},
	"efficiency": {
	"unit": "samples/kWh",
	"value": 3751632.8893260807
	}
	}
	}
	}