IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
e16e6db
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cu124", | |
| "_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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.225-213.878.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": "0.5.0.dev0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.45.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.0.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.13.0", | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 796.336128, | |
| "max_global_vram": 1226.309632, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.07798477172851563 | |
| ], | |
| "count": 1, | |
| "total": 0.07798477172851563, | |
| "mean": 0.07798477172851563, | |
| "p50": 0.07798477172851563, | |
| "p90": 0.07798477172851563, | |
| "p95": 0.07798477172851563, | |
| "p99": 0.07798477172851563, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1051.951104, | |
| "max_global_vram": 1238.892544, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 591.396864, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.005537792205810547, | |
| 0.005816319942474365, | |
| 0.005492735862731934, | |
| 0.005475327968597412, | |
| 0.00552243185043335, | |
| 0.005432320117950439, | |
| 0.005387263774871826, | |
| 0.005361663818359375, | |
| 0.005369855880737305, | |
| 0.005275648117065429, | |
| 0.0051701760292053225, | |
| 0.005156864166259765, | |
| 0.005187583923339844, | |
| 0.005186560153961181, | |
| 0.005179391860961914, | |
| 0.005212160110473632, | |
| 0.005210112094879151, | |
| 0.005178368091583252, | |
| 0.005191679954528809, | |
| 0.005189631938934326, | |
| 0.005471231937408447, | |
| 0.00535756778717041, | |
| 0.0053975038528442385, | |
| 0.0054271998405456545, | |
| 0.005327871799468994, | |
| 0.005516287803649903, | |
| 0.005412864208221436, | |
| 0.005368832111358642, | |
| 0.005349376201629639, | |
| 0.0053350400924682614, | |
| 0.005380095958709717, | |
| 0.005389311790466309, | |
| 0.0054609918594360355, | |
| 0.005327871799468994, | |
| 0.005392384052276611, | |
| 0.0054609918594360355, | |
| 0.0054271998405456545, | |
| 0.005395455837249756, | |
| 0.005433343887329102, | |
| 0.005393407821655274, | |
| 0.005401599884033203, | |
| 0.005313695907592774, | |
| 0.005431295871734619, | |
| 0.005345280170440674, | |
| 0.00538316822052002, | |
| 0.005279744148254394, | |
| 0.0052930560111999515, | |
| 0.005153791904449463, | |
| 0.005186560153961181, | |
| 0.005132287979125977, | |
| 0.00516096019744873, | |
| 0.005129216194152832, | |
| 0.005138432025909424, | |
| 0.005145599842071533, | |
| 0.005287936210632324, | |
| 0.005849088191986084, | |
| 0.005493760108947754, | |
| 0.005479423999786377, | |
| 0.0054282240867614745, | |
| 0.005473279953002929, | |
| 0.0054876160621643065, | |
| 0.005844992160797119, | |
| 0.0056555519104003905, | |
| 0.005566463947296142, | |
| 0.005673984050750733, | |
| 0.005530623912811279, | |
| 0.00566374397277832, | |
| 0.005541888236999512, | |
| 0.005448703765869141, | |
| 0.005406720161437988, | |
| 0.005571584224700928, | |
| 0.005386240005493164, | |
| 0.005395455837249756, | |
| 0.005508096218109131, | |
| 0.005758975982666016, | |
| 0.005530623912811279, | |
| 0.005540863990783691, | |
| 0.0054917120933532714, | |
| 0.005604351997375488, | |
| 0.005489664077758789, | |
| 0.0054906878471374515, | |
| 0.00551423978805542, | |
| 0.005504000186920166, | |
| 0.005512191772460938, | |
| 0.005639167785644531, | |
| 0.005495808124542236, | |
| 0.005624832153320313, | |
| 0.005560319900512695, | |
| 0.005647359848022461, | |
| 0.005388288021087646, | |
| 0.0054241280555725096, | |
| 0.005378047943115235, | |
| 0.005345280170440674, | |
| 0.005388288021087646, | |
| 0.005478400230407715, | |
| 0.005346303939819336, | |
| 0.005348351955413819, | |
| 0.005341248035430908, | |
| 0.005250048160552978, | |
| 0.005174272060394287, | |
| 0.005189631938934326, | |
| 0.005163008213043213, | |
| 0.005155839920043945, | |
| 0.005135359764099121, | |
| 0.005409791946411133, | |
| 0.005403647899627686, | |
| 0.005264383792877197, | |
| 0.005227519989013672, | |
| 0.005201920032501221, | |
| 0.005154816150665284, | |
| 0.005215231895446777, | |
| 0.005213183879852295, | |
| 0.0053944320678710935, | |
| 0.00546611213684082, | |
| 0.005385216236114502, | |
| 0.005351424217224121, | |
| 0.005437439918518067, | |
| 0.005351424217224121, | |
| 0.005369855880737305, | |
| 0.005388288021087646, | |
| 0.00537395191192627, | |
| 0.005354496002197265, | |
| 0.0061634559631347655, | |
| 0.006500351905822754, | |
| 0.006645760059356689, | |
| 0.006523903846740723, | |
| 0.005948416233062744, | |
| 0.005430272102355957, | |
| 0.005380095958709717, | |
| 0.005439487934112549, | |
| 0.005362688064575195, | |
| 0.005560319900512695, | |
| 0.0057077760696411135, | |
| 0.0055409278869628905, | |
| 0.005608448028564453, | |
| 0.005566463947296142, | |
| 0.0055285758972167965, | |
| 0.005575679779052735, | |
| 0.005477375984191894, | |
| 0.005462016105651855, | |
| 0.005575679779052735, | |
| 0.005550079822540284, | |
| 0.005485568046569824, | |
| 0.005509119987487793, | |
| 0.005532671928405761, | |
| 0.005866496086120605, | |
| 0.005590015888214111, | |
| 0.0056514558792114256, | |
| 0.00562169599533081, | |
| 0.005452799797058106, | |
| 0.005413887977600097, | |
| 0.005379072189331055, | |
| 0.005411839962005615, | |
| 0.005427231788635254, | |
| 0.005411839962005615, | |
| 0.005447679996490478, | |
| 0.005542912006378174, | |
| 0.0054917120933532714, | |
| 0.0055285758972167965, | |
| 0.005503104209899902, | |
| 0.005536767959594726, | |
| 0.005560319900512695, | |
| 0.005529600143432617, | |
| 0.005485568046569824, | |
| 0.005662720203399658, | |
| 0.005494783878326416, | |
| 0.005699584007263184, | |
| 0.005666816234588623, | |
| 0.005481472015380859, | |
| 0.005544960021972656, | |
| 0.00552345609664917, | |
| 0.005494783878326416, | |
| 0.005581920146942139, | |
| 0.005482495784759522, | |
| 0.005525504112243652, | |
| 0.005465087890625, | |
| 0.0054988799095153805, | |
| 0.005473279953002929, | |
| 0.005505023956298828, | |
| 0.005517312049865723, | |
| 0.005518335819244385, | |
| 0.0055101442337036136, | |
| 0.005494783878326416, | |
| 0.0055101442337036136 | |
| ], | |
| "count": 184, | |
| "total": 1.00420041513443, | |
| "mean": 0.005457610951817554, | |
| "p50": 0.005450751781463623, | |
| "p90": 0.0056449022293090815, | |
| "p95": 0.00575129599571228, | |
| "p99": 0.006504355735778808, | |
| "stdev": 0.00021634406560079158, | |
| "stdev_": 3.9640800253221102 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 183.23035643773196 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.547271865025931e-08, | |
| "ram": 3.57688822674124e-08, | |
| "gpu": 1.256646186408833e-07, | |
| "total": 2.2690621955855503e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4407107.0504171075 | |
| } | |
| } | |
| } | |
| } |