IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
994bc60
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_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": false, | |
"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 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.236096, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 68702699520, | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "0fe64c9dadf839c1f16495afd4c4cbc98fcfce05", | |
"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": 898.215936, | |
"max_global_vram": 3161.94816, | |
"max_process_vram": 47348.928512, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.55548828125, | |
"mean": 7.55548828125, | |
"stdev": 0.0, | |
"p50": 7.55548828125, | |
"p90": 7.55548828125, | |
"p95": 7.55548828125, | |
"p99": 7.55548828125, | |
"values": [ | |
7.55548828125 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1018.048512, | |
"max_global_vram": 3225.485312, | |
"max_process_vram": 236884.942848, | |
"max_reserved": 589.299712, | |
"max_allocated": 439.456768 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 129, | |
"total": 1.0002847485542294, | |
"mean": 0.0077541453376296894, | |
"stdev": 0.0001843457063114989, | |
"p50": 0.007799664974212647, | |
"p90": 0.007881296920776368, | |
"p95": 0.007918736743927002, | |
"p99": 0.008138153877258301, | |
"values": [ | |
0.008051183700561524, | |
0.007767024993896484, | |
0.007652945041656494, | |
0.007605585098266601, | |
0.007759823799133301, | |
0.0077539048194885255, | |
0.007746224880218506, | |
0.00785038423538208, | |
0.007633265018463135, | |
0.007623024940490723, | |
0.0077679848670959475, | |
0.007740944862365723, | |
0.007381585121154785, | |
0.007423665046691895, | |
0.007406705856323242, | |
0.007178545951843262, | |
0.007313745021820068, | |
0.007679824829101563, | |
0.007372944831848144, | |
0.0073207859992980955, | |
0.007363025188446045, | |
0.007676624774932862, | |
0.007680465221405029, | |
0.007515345096588135, | |
0.007606864929199219, | |
0.007601425170898437, | |
0.007747825145721436, | |
0.007755024909973145, | |
0.0076487851142883305, | |
0.0075423851013183595, | |
0.007553905010223389, | |
0.00781694507598877, | |
0.00788270378112793, | |
0.007912785053253173, | |
0.007806384086608887, | |
0.007866704940795898, | |
0.0078612642288208, | |
0.00789710521697998, | |
0.007932943820953369, | |
0.007880945205688477, | |
0.007819664001464844, | |
0.007783185005187989, | |
0.00785310411453247, | |
0.00786926507949829, | |
0.007844304084777832, | |
0.007805264949798584, | |
0.007861104011535645, | |
0.007878224849700927, | |
0.0077908639907836915, | |
0.00783006477355957, | |
0.007842383861541747, | |
0.008166064262390136, | |
0.00779566478729248, | |
0.007906064033508301, | |
0.007839505195617675, | |
0.007843664169311523, | |
0.007875665187835694, | |
0.00791806411743164, | |
0.007919185161590576, | |
0.007895503997802734, | |
0.007877903938293457, | |
0.007870864868164063, | |
0.007865583896636963, | |
0.007830224990844726, | |
0.007773745059967041, | |
0.007817264080047608, | |
0.007814545154571534, | |
0.007599504947662353, | |
0.007826863765716553, | |
0.007410545825958252, | |
0.007050546169281005, | |
0.007235185146331787, | |
0.007836464881896973, | |
0.00784542417526245, | |
0.007838065147399903, | |
0.007474545001983642, | |
0.008066384315490723, | |
0.007831984996795655, | |
0.007509425163269043, | |
0.007450705051422119, | |
0.007799664974212647, | |
0.007803824901580811, | |
0.007774065017700196, | |
0.007803345203399658, | |
0.0078580641746521, | |
0.007983983993530274, | |
0.007844944953918458, | |
0.007839983940124511, | |
0.007810385227203369, | |
0.007832465171813964, | |
0.007746064186096192, | |
0.00778094482421875, | |
0.007716464996337891, | |
0.0077431840896606445, | |
0.007826544761657716, | |
0.007747824192047119, | |
0.0077863850593566895, | |
0.007836305141448974, | |
0.007824464797973633, | |
0.007810705184936524, | |
0.00784830379486084, | |
0.007803184986114502, | |
0.007769264221191406, | |
0.007846224784851074, | |
0.007807344913482666, | |
0.007817424774169923, | |
0.00852814292907715, | |
0.007773745059967041, | |
0.0077539048194885255, | |
0.007721263885498047, | |
0.007707184791564942, | |
0.007760624885559082, | |
0.00773230504989624, | |
0.007804783821105957, | |
0.0077491049766540525, | |
0.007774064064025879, | |
0.007750225067138672, | |
0.007831504821777344, | |
0.0077572641372680665, | |
0.0078011050224304195, | |
0.007762545108795166, | |
0.007827023983001708, | |
0.0077556648254394536, | |
0.007840303897857667, | |
0.0077908639907836915, | |
0.007787185192108154, | |
0.007811344146728515, | |
0.0077703847885131835, | |
0.007690704822540283 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 128.9632778930712 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |