
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
0a028d5
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": "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": {}, | |
"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", | |
"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": "0.2.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 869.183488, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 591.396864, | |
"max_allocated": 449.269248 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 180, | |
"total": 1.0020519685745242, | |
"mean": 0.005566955380969577, | |
"stdev": 0.00033049250458577425, | |
"p50": 0.005504000186920166, | |
"p90": 0.0056671234130859375, | |
"p95": 0.005801164627075195, | |
"p99": 0.0077081704711914065, | |
"values": [ | |
0.008274944305419921, | |
0.007701504230499268, | |
0.007733248233795166, | |
0.006371327877044678, | |
0.005726208209991455, | |
0.005607423782348633, | |
0.0056648321151733395, | |
0.005669888019561768, | |
0.005627903938293457, | |
0.005666816234588623, | |
0.005570559978485107, | |
0.005705728054046631, | |
0.005583871841430664, | |
0.005643263816833496, | |
0.0055316481590271, | |
0.005560319900512695, | |
0.00567193603515625, | |
0.005619711875915527, | |
0.005799935817718506, | |
0.005696512222290039, | |
0.005827583789825439, | |
0.0058429441452026365, | |
0.005791776180267334, | |
0.005824512004852295, | |
0.0057784318923950195, | |
0.0058787841796875, | |
0.0057825279235839844, | |
0.006100992202758789, | |
0.005404672145843506, | |
0.005221375942230225, | |
0.005197824001312256, | |
0.005189631938934326, | |
0.005187583923339844, | |
0.005206016063690186, | |
0.005219327926635742, | |
0.005504000186920166, | |
0.0055244798660278325, | |
0.005486591815948487, | |
0.005508096218109131, | |
0.005481472015380859, | |
0.005485568046569824, | |
0.005516287803649903, | |
0.005500927925109863, | |
0.005479423999786377, | |
0.005541888236999512, | |
0.005484543800354004, | |
0.00552243185043335, | |
0.005493760108947754, | |
0.005479423999786377, | |
0.005506048202514649, | |
0.005535744190216065, | |
0.005479423999786377, | |
0.0054988799095153805, | |
0.005483520030975342, | |
0.005489664077758789, | |
0.005511168003082275, | |
0.0054917120933532714, | |
0.005495808124542236, | |
0.005480447769165039, | |
0.005479423999786377, | |
0.005495808124542236, | |
0.005478400230407715, | |
0.005606400012969971, | |
0.005567584037780762, | |
0.0055582718849182125, | |
0.005561344146728516, | |
0.0055244798660278325, | |
0.005495808124542236, | |
0.005545983791351319, | |
0.005504000186920166, | |
0.005535744190216065, | |
0.0054988799095153805, | |
0.005495808124542236, | |
0.005495808124542236, | |
0.005484543800354004, | |
0.005470208168029785, | |
0.005545983791351319, | |
0.0055244798660278325, | |
0.005505023956298828, | |
0.005509119987487793, | |
0.005545983791351319, | |
0.005512191772460938, | |
0.005496831893920898, | |
0.005502975940704345, | |
0.005517312049865723, | |
0.0054917120933532714, | |
0.00555622386932373, | |
0.00550707197189331, | |
0.005504000186920166, | |
0.005517312049865723, | |
0.005483520030975342, | |
0.005500927925109863, | |
0.005511168003082275, | |
0.005478400230407715, | |
0.005506048202514649, | |
0.005505023956298828, | |
0.005485568046569824, | |
0.005503039836883545, | |
0.005473279953002929, | |
0.0055797758102417, | |
0.005636096000671387, | |
0.00547430419921875, | |
0.005541888236999512, | |
0.005511168003082275, | |
0.0054988799095153805, | |
0.005541888236999512, | |
0.005489664077758789, | |
0.00551423978805542, | |
0.005502975940704345, | |
0.005509119987487793, | |
0.005591040134429932, | |
0.005471231937408447, | |
0.005506048202514649, | |
0.005509119987487793, | |
0.0055552000999450684, | |
0.005477375984191894, | |
0.00547430419921875, | |
0.005482495784759522, | |
0.0054917440414428715, | |
0.005465087890625, | |
0.005509119987487793, | |
0.005469183921813964, | |
0.005448703765869141, | |
0.005500927925109863, | |
0.005489664077758789, | |
0.005485568046569824, | |
0.005494783878326416, | |
0.005482495784759522, | |
0.005515359878540039, | |
0.005492735862731934, | |
0.005468160152435303, | |
0.0055285758972167965, | |
0.005511168003082275, | |
0.005481472015380859, | |
0.005499904155731201, | |
0.005478400230407715, | |
0.005450751781463623, | |
0.0055244798660278325, | |
0.00547430419921875, | |
0.005494783878326416, | |
0.005501952171325684, | |
0.005475327968597412, | |
0.005536767959594726, | |
0.005505023956298828, | |
0.005496831893920898, | |
0.005505023956298828, | |
0.005471231937408447, | |
0.005497856140136719, | |
0.005508096218109131, | |
0.005458943843841553, | |
0.005492735862731934, | |
0.005493760108947754, | |
0.005471231937408447, | |
0.005504000186920166, | |
0.00550707197189331, | |
0.0055244798660278325, | |
0.005505023956298828, | |
0.005452799797058106, | |
0.005566463947296142, | |
0.005504000186920166, | |
0.005469183921813964, | |
0.0055316481590271, | |
0.0054917120933532714, | |
0.00551526403427124, | |
0.00551423978805542, | |
0.005471231937408447, | |
0.005482495784759522, | |
0.0054876160621643065, | |
0.005473279953002929, | |
0.0054876160621643065, | |
0.005534719944000244, | |
0.005538815975189209, | |
0.00551423978805542, | |
0.005476352214813233, | |
0.005494783878326416, | |
0.005638144016265869, | |
0.005513216018676758, | |
0.005488639831542969, | |
0.005475327968597412, | |
0.005506048202514649 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 179.63140200808175 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.253757759144432e-08, | |
"ram": 3.419281329942741e-08, | |
"gpu": 1.295980568947336e-07, | |
"total": 2.263284477856053e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4418357.523254313 | |
} | |
} | |
} | |
} |