
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
9ec66fd
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+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": 66697.29792, | |
"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": "0.2.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.41.0", | |
"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": 869.507072, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 591.396864, | |
"max_allocated": 449.269248 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 184, | |
"total": 1.0000620141029362, | |
"mean": 0.005435119641863781, | |
"stdev": 0.00018445484382580108, | |
"p50": 0.0054568958282470706, | |
"p90": 0.005577420663833619, | |
"p95": 0.00564858889579773, | |
"p99": 0.0061302271080017085, | |
"values": [ | |
0.006453248023986816, | |
0.005548031806945801, | |
0.005650432109832764, | |
0.005620736122131348, | |
0.0055920639038085935, | |
0.005637119770050049, | |
0.005576704025268555, | |
0.005577727794647217, | |
0.006127615928649902, | |
0.005496831893920898, | |
0.005210112094879151, | |
0.005158912181854248, | |
0.005155839920043945, | |
0.00516812801361084, | |
0.005195775985717774, | |
0.005161983966827393, | |
0.005165056228637695, | |
0.005172224044799805, | |
0.005167103767395019, | |
0.005171199798583984, | |
0.005208064079284668, | |
0.005197824001312256, | |
0.005180416107177735, | |
0.005163008213043213, | |
0.005183487892150879, | |
0.005154816150665284, | |
0.0051701760292053225, | |
0.005174272060394287, | |
0.005164031982421875, | |
0.005156864166259765, | |
0.005172224044799805, | |
0.005192704200744629, | |
0.005165056228637695, | |
0.005178368091583252, | |
0.005169151782989502, | |
0.005139455795288086, | |
0.005138432025909424, | |
0.005181439876556396, | |
0.005128191947937012, | |
0.005123072147369385, | |
0.0051476478576660155, | |
0.0051476478576660155, | |
0.005149695873260498, | |
0.005156864166259765, | |
0.005222400188446045, | |
0.005137407779693603, | |
0.005142528057098389, | |
0.005137407779693603, | |
0.005125120162963868, | |
0.005509119987487793, | |
0.005446656227111817, | |
0.005448703765869141, | |
0.005566463947296142, | |
0.005508096218109131, | |
0.005437439918518067, | |
0.0054917120933532714, | |
0.005439487934112549, | |
0.005446656227111817, | |
0.00541593599319458, | |
0.005453824043273926, | |
0.005433343887329102, | |
0.005453824043273926, | |
0.0054590082168579105, | |
0.005419007778167725, | |
0.005463039875030518, | |
0.005437439918518067, | |
0.005435391902923584, | |
0.005472256183624268, | |
0.005440512180328369, | |
0.005450751781463623, | |
0.005472256183624268, | |
0.005440512180328369, | |
0.0054579200744628905, | |
0.005434368133544922, | |
0.005440512180328369, | |
0.005470208168029785, | |
0.005449728012084961, | |
0.005432320117950439, | |
0.0054568958282470706, | |
0.005429247856140137, | |
0.005464064121246338, | |
0.005459968090057373, | |
0.005454847812652588, | |
0.005439487934112549, | |
0.005472256183624268, | |
0.005421055793762207, | |
0.006142975807189942, | |
0.005463039875030518, | |
0.005449728012084961, | |
0.005470208168029785, | |
0.005435391902923584, | |
0.005486591815948487, | |
0.0054568958282470706, | |
0.005421055793762207, | |
0.005494783878326416, | |
0.005445631980895996, | |
0.0054579200744628905, | |
0.005455872058868408, | |
0.005437439918518067, | |
0.005416959762573242, | |
0.005472256183624268, | |
0.005405695915222168, | |
0.005452799797058106, | |
0.005560319900512695, | |
0.005484543800354004, | |
0.005743616104125977, | |
0.005566463947296142, | |
0.005568511962890625, | |
0.005654528141021729, | |
0.005616640090942383, | |
0.005676032066345215, | |
0.005611519813537597, | |
0.005638144016265869, | |
0.005470208168029785, | |
0.005549056053161621, | |
0.005508096218109131, | |
0.0054609918594360355, | |
0.0054579200744628905, | |
0.005484543800354004, | |
0.005501952171325684, | |
0.005479423999786377, | |
0.005538815975189209, | |
0.005598207950592041, | |
0.005482495784759522, | |
0.0055285758972167965, | |
0.0054271998405456545, | |
0.005482495784759522, | |
0.005405695915222168, | |
0.00550707197189331, | |
0.005465087890625, | |
0.005420032024383545, | |
0.005478400230407715, | |
0.005445631980895996, | |
0.005479423999786377, | |
0.0054568958282470706, | |
0.005443583965301513, | |
0.005464064121246338, | |
0.005458943843841553, | |
0.005465087890625, | |
0.005473279953002929, | |
0.00547430419921875, | |
0.005449728012084961, | |
0.005568511962890625, | |
0.0055623679161071774, | |
0.005587967872619629, | |
0.005479423999786377, | |
0.005479423999786377, | |
0.00550707197189331, | |
0.005560319900512695, | |
0.005897215843200684, | |
0.005681151866912842, | |
0.005454847812652588, | |
0.005518335819244385, | |
0.005447679996490478, | |
0.005458943843841553, | |
0.005436416149139404, | |
0.005530623912811279, | |
0.005450751781463623, | |
0.005455872058868408, | |
0.005438464164733887, | |
0.005462016105651855, | |
0.005433343887329102, | |
0.005436416149139404, | |
0.005480447769165039, | |
0.005475327968597412, | |
0.005442560195922852, | |
0.005497856140136719, | |
0.0054579200744628905, | |
0.005485568046569824, | |
0.005470208168029785, | |
0.005437439918518067, | |
0.005483520030975342, | |
0.005540863990783691, | |
0.0054609918594360355, | |
0.005478400230407715, | |
0.005481472015380859, | |
0.005468160152435303, | |
0.005440512180328369, | |
0.0054568958282470706, | |
0.005480447769165039, | |
0.005453824043273926, | |
0.005449728012084961, | |
0.0059351038932800295, | |
0.005455872058868408 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 183.98859011263374 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.193592885716094e-08, | |
"ram": 3.384956825982499e-08, | |
"gpu": 1.2501312084374966e-07, | |
"total": 2.2079861796073558e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4529013.855412034 | |
} | |
} | |
} | |
} |