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

3ef38b0 verified almost 2 years ago

11 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": 902.189056,
	"max_global_vram": 1195.900928,
	"max_process_vram": 0.0,
	"max_reserved": 555.74528,
	"max_allocated": 508.993536
	},
	"latency": {
	"unit": "s",
	"count": 145,
	"total": 0.997332896232605,
	"mean": 0.006878157905052447,
	"stdev": 0.0004279952769912334,
	"p50": 0.006903808116912841,
	"p90": 0.007034867382049561,
	"p95": 0.007138508796691894,
	"p99": 0.009311232376098634,
	"values": [
	0.009842687606811524,
	0.009390080451965332,
	0.009210880279541016,
	0.007515135765075683,
	0.007172095775604248,
	0.0071485438346862796,
	0.007143424034118652,
	0.007044095993041993,
	0.006956031799316406,
	0.007001088142395019,
	0.00692739200592041,
	0.006944767951965332,
	0.006966271877288818,
	0.006912000179290771,
	0.006834176063537598,
	0.006889472007751465,
	0.00693452787399292,
	0.007053311824798584,
	0.0069703998565673825,
	0.006966271877288818,
	0.006969344139099121,
	0.006930431842803955,
	0.00689356803894043,
	0.006939648151397705,
	0.007001088142395019,
	0.007066624164581299,
	0.006958079814910889,
	0.007018527984619141,
	0.006965248107910156,
	0.00694374418258667,
	0.006944767951965332,
	0.006985727787017822,
	0.007044095993041993,
	0.00698367977142334,
	0.0068689918518066405,
	0.006922239780426025,
	0.006915008068084717,
	0.006953983783721924,
	0.006903808116912841,
	0.006873087882995605,
	0.006927360057830811,
	0.007018496036529541,
	0.006973440170288086,
	0.007027711868286133,
	0.007012351989746094,
	0.0069959678649902345,
	0.006933504104614257,
	0.006912000179290771,
	0.006964223861694336,
	0.007034848213195801,
	0.006931456089019775,
	0.006903808116912841,
	0.007020544052124023,
	0.006957056045532227,
	0.006903808116912841,
	0.006910975933074951,
	0.006960127830505371,
	0.006922239780426025,
	0.006978559970855713,
	0.006957056045532227,
	0.006881279945373535,
	0.006924320220947266,
	0.006879231929779053,
	0.006906879901885986,
	0.006924287796020508,
	0.006953983783721924,
	0.007007232189178467,
	0.006966271877288818,
	0.007051263809204102,
	0.0070348801612854,
	0.0071188478469848635,
	0.007009280204772949,
	0.0069816322326660156,
	0.006965248107910156,
	0.006932447910308838,
	0.0069550080299377445,
	0.006965248107910156,
	0.006899712085723877,
	0.006852608203887939,
	0.006751264095306396,
	0.006899712085723877,
	0.006998015880584717,
	0.006756351947784424,
	0.006624256134033203,
	0.0065883522033691405,
	0.006622208118438721,
	0.0066375679969787596,
	0.006804448127746582,
	0.006807551860809326,
	0.006807551860809326,
	0.006870016098022461,
	0.006852608203887939,
	0.007011328220367432,
	0.006989791870117188,
	0.006760447978973389,
	0.00675328016281128,
	0.006735936164855957,
	0.007278592109680176,
	0.006605823993682861,
	0.006544415950775147,
	0.006632448196411133,
	0.0066078720092773435,
	0.006583295822143555,
	0.0066007041931152345,
	0.006569983959197998,
	0.00658739185333252,
	0.006627327919006347,
	0.006567967891693115,
	0.0066109437942504885,
	0.006557695865631104,
	0.006441984176635742,
	0.006512639999389648,
	0.006657023906707763,
	0.006606847763061524,
	0.006649856090545654,
	0.0066447358131408694,
	0.006533120155334473,
	0.00654534387588501,
	0.0065781760215759275,
	0.006538176059722901,
	0.006564864158630371,
	0.006591487884521485,
	0.006591487884521485,
	0.00658022403717041,
	0.00657919979095459,
	0.006602752208709717,
	0.006573056221008301,
	0.0065474557876586915,
	0.006551551818847656,
	0.006584320068359375,
	0.006550528049468994,
	0.006598656177520752,
	0.0066406397819519045,
	0.006593535900115967,
	0.006592512130737305,
	0.006598688125610351,
	0.006555647850036621,
	0.006633471965789795,
	0.006592512130737305,
	0.006562816143035889,
	0.006586368083953857,
	0.0066007041931152345,
	0.0065771517753601075,
	0.0065924801826477055,
	0.0065781760215759275
	]
	},
	"throughput": {
	"unit": "samples/s",
	"value": 145.3877642537744
	},
	"energy": {
	"unit": "kWh",
	"cpu": 7.669463059380917e-08,
	"ram": 4.1917744884783806e-08,
	"gpu": 1.417079986709657e-07,
	"total": 2.6032037414955867e-07
	},
	"efficiency": {
	"unit": "samples/kWh",
	"value": 3841420.4161579846
	}
	}
	}
	}