IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
98fb744
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "model_type": "bert", | |
| "model": "google-bert/bert-base-uncased", | |
| "processor": "google-bert/bert-base-uncased", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_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, | |
| "memory": true, | |
| "latency": 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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 713.95328, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.15504736328125, | |
| "mean": 7.15504736328125, | |
| "stdev": 0.0, | |
| "p50": 7.15504736328125, | |
| "p90": 7.15504736328125, | |
| "p95": 7.15504736328125, | |
| "p99": 7.15504736328125, | |
| "values": [ | |
| 7.15504736328125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.039320879512364e-07, | |
| "ram": 4.803025767328487e-07, | |
| "gpu": 0.0, | |
| "total": 1.3842346646840852e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 881.012736, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 190, | |
| "total": 1.001962976455689, | |
| "mean": 0.005273489349766782, | |
| "stdev": 0.00030881680656642677, | |
| "p50": 0.0053975038528442385, | |
| "p90": 0.005592575931549072, | |
| "p95": 0.0056513023853302, | |
| "p99": 0.005801482281684875, | |
| "values": [ | |
| 0.005636096000671387, | |
| 0.005950463771820068, | |
| 0.005796864032745362, | |
| 0.005692416191101074, | |
| 0.005696512222290039, | |
| 0.005612544059753418, | |
| 0.00566374397277832, | |
| 0.0055848960876464845, | |
| 0.005542912006378174, | |
| 0.005549056053161621, | |
| 0.005559296131134033, | |
| 0.005545983791351319, | |
| 0.005493760108947754, | |
| 0.005552127838134766, | |
| 0.005530623912811279, | |
| 0.005608448028564453, | |
| 0.00542310380935669, | |
| 0.005387263774871826, | |
| 0.0054579200744628905, | |
| 0.005493760108947754, | |
| 0.005492735862731934, | |
| 0.005612544059753418, | |
| 0.005609471797943116, | |
| 0.005538815975189209, | |
| 0.005537792205810547, | |
| 0.005545983791351319, | |
| 0.0054568958282470706, | |
| 0.005372928142547607, | |
| 0.005488639831542969, | |
| 0.005572735786437988, | |
| 0.005500927925109863, | |
| 0.005575679779052735, | |
| 0.005597184181213379, | |
| 0.005713920116424561, | |
| 0.005599232196807862, | |
| 0.005488639831542969, | |
| 0.005476352214813233, | |
| 0.005537792205810547, | |
| 0.0054906878471374515, | |
| 0.005540863990783691, | |
| 0.005530623912811279, | |
| 0.005470208168029785, | |
| 0.0053975038528442385, | |
| 0.0053534722328186036, | |
| 0.005420032024383545, | |
| 0.005453824043273926, | |
| 0.005389311790466309, | |
| 0.00535756778717041, | |
| 0.005463039875030518, | |
| 0.005462016105651855, | |
| 0.005414912223815918, | |
| 0.0054876160621643065, | |
| 0.0055214080810546875, | |
| 0.005582848072052002, | |
| 0.0054988799095153805, | |
| 0.005554175853729248, | |
| 0.005547008037567139, | |
| 0.005471231937408447, | |
| 0.00546611213684082, | |
| 0.005368832111358642, | |
| 0.005448703765869141, | |
| 0.005543935775756836, | |
| 0.005506048202514649, | |
| 0.00566476821899414, | |
| 0.0055203838348388675, | |
| 0.005481472015380859, | |
| 0.005557248115539551, | |
| 0.005446656227111817, | |
| 0.0054241280555725096, | |
| 0.00547430419921875, | |
| 0.005445631980895996, | |
| 0.005451776027679443, | |
| 0.005601280212402344, | |
| 0.005455872058868408, | |
| 0.0053975038528442385, | |
| 0.005437439918518067, | |
| 0.005443583965301513, | |
| 0.005793791770935058, | |
| 0.005501952171325684, | |
| 0.005478400230407715, | |
| 0.005535744190216065, | |
| 0.005626880168914795, | |
| 0.005569536209106446, | |
| 0.005539968013763428, | |
| 0.005566463947296142, | |
| 0.0055582718849182125, | |
| 0.005495808124542236, | |
| 0.0055920639038085935, | |
| 0.005582848072052002, | |
| 0.00552243185043335, | |
| 0.00556441593170166, | |
| 0.005526527881622314, | |
| 0.005467135906219483, | |
| 0.005391359806060791, | |
| 0.005561344146728516, | |
| 0.005463103771209717, | |
| 0.00535859203338623, | |
| 0.005302271842956543, | |
| 0.005214208126068115, | |
| 0.005191679954528809, | |
| 0.005349376201629639, | |
| 0.005384191989898681, | |
| 0.005292031764984131, | |
| 0.00511078405380249, | |
| 0.005119999885559082, | |
| 0.005159008026123047, | |
| 0.0051333122253417966, | |
| 0.0051701760292053225, | |
| 0.00526643180847168, | |
| 0.005396480083465576, | |
| 0.005348351955413819, | |
| 0.005421055793762207, | |
| 0.005442560195922852, | |
| 0.0054906878471374515, | |
| 0.00566374397277832, | |
| 0.005422080039978027, | |
| 0.005332992076873779, | |
| 0.005359615802764893, | |
| 0.0052899842262268066, | |
| 0.005220352172851562, | |
| 0.0058388481140136715, | |
| 0.005477375984191894, | |
| 0.005259263992309571, | |
| 0.005115903854370117, | |
| 0.00511078405380249, | |
| 0.0050841598510742185, | |
| 0.005117951869964599, | |
| 0.005062687873840332, | |
| 0.005067776203155518, | |
| 0.004998144149780274, | |
| 0.0048855037689208985, | |
| 0.0048056321144104, | |
| 0.00481382417678833, | |
| 0.004840447902679444, | |
| 0.004896768093109131, | |
| 0.004848639965057373, | |
| 0.004819968223571777, | |
| 0.004996096134185791, | |
| 0.004905983924865722, | |
| 0.00491315221786499, | |
| 0.004857855796813965, | |
| 0.004866047859191895, | |
| 0.0048148479461669925, | |
| 0.00486195182800293, | |
| 0.004873216152191162, | |
| 0.004834303855895996, | |
| 0.004824063777923584, | |
| 0.004894720077514648, | |
| 0.00490499210357666, | |
| 0.004806655883789063, | |
| 0.004816895961761475, | |
| 0.004817920207977295, | |
| 0.004841472148895264, | |
| 0.004887551784515381, | |
| 0.004878335952758789, | |
| 0.004868095874786377, | |
| 0.004848639965057373, | |
| 0.0048568320274353025, | |
| 0.00491315221786499, | |
| 0.0048793601989746095, | |
| 0.004839424133300781, | |
| 0.004858880043029785, | |
| 0.004876287937164306, | |
| 0.004882431983947754, | |
| 0.004892672061920166, | |
| 0.004816895961761475, | |
| 0.0049090561866760255, | |
| 0.004848639965057373, | |
| 0.004831232070922851, | |
| 0.0048793601989746095, | |
| 0.005041152000427246, | |
| 0.004937727928161621, | |
| 0.0048558077812194825, | |
| 0.004828159809112549, | |
| 0.004841472148895264, | |
| 0.004825088024139404, | |
| 0.004846591949462891, | |
| 0.004836351871490479, | |
| 0.004816895961761475, | |
| 0.0048056321144104, | |
| 0.0048793601989746095, | |
| 0.004887551784515381, | |
| 0.004860928058624267, | |
| 0.004833280086517334, | |
| 0.0048752641677856446, | |
| 0.00486195182800293, | |
| 0.0048189439773559575, | |
| 0.004806655883789063, | |
| 0.005061632156372071, | |
| 0.004984831809997559 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 189.62776516164286 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.8282014948350406e-08, | |
| "ram": 3.186444984926038e-08, | |
| "gpu": 1.2305293068627562e-07, | |
| "total": 2.1319939548388642e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4690444.819181393 | |
| } | |
| } | |
| } | |
| } |