IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
1d9a00c
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.0.dev20231010+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": "5", | |
"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": "warn", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.256576, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.2", | |
"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": "0.12.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 947.421184, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 48398.659584, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.2336181640625, | |
"mean": 8.2336181640625, | |
"stdev": 0.0, | |
"p50": 8.2336181640625, | |
"p90": 8.2336181640625, | |
"p95": 8.2336181640625, | |
"p99": 8.2336181640625, | |
"values": [ | |
8.2336181640625 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1084.98944, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 237257.48224, | |
"max_reserved": 589.299712, | |
"max_allocated": 439.456768 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 143, | |
"total": 1.0046105508804328, | |
"mean": 0.007025248607555468, | |
"stdev": 0.0003039473976602411, | |
"p50": 0.00691390323638916, | |
"p90": 0.007555341148376465, | |
"p95": 0.007575404930114746, | |
"p99": 0.007820197706222536, | |
"values": [ | |
0.007755980014801025, | |
0.007687819957733154, | |
0.007406540870666504, | |
0.007414540767669678, | |
0.007304461002349854, | |
0.007213262081146241, | |
0.007129580974578858, | |
0.007135982036590576, | |
0.007293741226196289, | |
0.007213741779327393, | |
0.008271658897399902, | |
0.006972782135009766, | |
0.00679022216796875, | |
0.006801582813262939, | |
0.006802223205566406, | |
0.006793901920318603, | |
0.006800783157348633, | |
0.007023982048034668, | |
0.006795341968536377, | |
0.0067524628639221195, | |
0.006745102882385254, | |
0.00683934211730957, | |
0.006777102947235107, | |
0.006848621845245362, | |
0.006791502952575684, | |
0.006810702800750732, | |
0.006762062072753906, | |
0.007866700172424317, | |
0.007194861888885498, | |
0.006859342098236084, | |
0.0068775820732116695, | |
0.007008942127227783, | |
0.006867823123931885, | |
0.006952782154083252, | |
0.007107501983642578, | |
0.00694094181060791, | |
0.006913581848144531, | |
0.006921903133392334, | |
0.006955502033233643, | |
0.00698078203201294, | |
0.007214540958404541, | |
0.0071761422157287594, | |
0.0070353422164916996, | |
0.007069742202758789, | |
0.00704414176940918, | |
0.006932462215423584, | |
0.006882543087005615, | |
0.006892621994018555, | |
0.00719854211807251, | |
0.006912622928619385, | |
0.006907981872558594, | |
0.007174382209777832, | |
0.006935021877288818, | |
0.006904461860656738, | |
0.006917582988739014, | |
0.007071660995483398, | |
0.007046381950378418, | |
0.006935342788696289, | |
0.0072067008018493655, | |
0.006925902843475342, | |
0.006920302867889404, | |
0.006685742855072022, | |
0.006824302196502686, | |
0.006735023021697998, | |
0.006721743106842041, | |
0.006706862926483154, | |
0.00673134183883667, | |
0.006734063148498535, | |
0.0066982231140136714, | |
0.006718702793121338, | |
0.006689743041992187, | |
0.006705421924591065, | |
0.00670222282409668, | |
0.006748942852020263, | |
0.0066742229461669925, | |
0.006754222869873047, | |
0.006722062110900879, | |
0.006732142925262451, | |
0.006941582202911377, | |
0.006907342910766601, | |
0.006921261787414551, | |
0.00693486213684082, | |
0.0068187031745910644, | |
0.006903021812438965, | |
0.006878382205963135, | |
0.00691390323638916, | |
0.0069031820297241215, | |
0.006907021999359131, | |
0.006911663055419922, | |
0.006898541927337646, | |
0.006951662063598632, | |
0.006832783222198486, | |
0.006826062202453614, | |
0.0068406229019165035, | |
0.00690814208984375, | |
0.00691198205947876, | |
0.006888623237609863, | |
0.006921741962432861, | |
0.006900142192840577, | |
0.006842223167419434, | |
0.006873901844024658, | |
0.006902061939239502, | |
0.00685886287689209, | |
0.007147501945495605, | |
0.006856781959533691, | |
0.006929262161254883, | |
0.0069292631149292, | |
0.007153420925140381, | |
0.006892463207244873, | |
0.006893901824951172, | |
0.006877741813659668, | |
0.00693198299407959, | |
0.006674703121185303, | |
0.0067335829734802245, | |
0.006659022808074951, | |
0.006747982978820801, | |
0.007597420215606689, | |
0.007562541007995606, | |
0.0076092610359191895, | |
0.007553579807281494, | |
0.007513421058654785, | |
0.007554060935974121, | |
0.007553420066833496, | |
0.007571660995483399, | |
0.007564940929412842, | |
0.007561580181121826, | |
0.007551980972290039, | |
0.007555661201477051, | |
0.007527659893035889, | |
0.007563820838928223, | |
0.007575820922851562, | |
0.007619659900665283, | |
0.007547181129455566, | |
0.007563340187072754, | |
0.007191980838775635, | |
0.007344141006469727, | |
0.007064462184906006, | |
0.007064941883087158, | |
0.006868782043457031, | |
0.006713582992553711, | |
0.006891663074493408, | |
0.006927183151245117, | |
0.0066982231140136714 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 142.34371705003102 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |