IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
349e04e
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+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": 1069.981696, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 49487.642624, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.413056640625, | |
"mean": 8.413056640625, | |
"stdev": 0.0, | |
"p50": 8.413056640625, | |
"p90": 8.413056640625, | |
"p95": 8.413056640625, | |
"p99": 8.413056640625, | |
"values": [ | |
8.413056640625 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1199.374336, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 213125.808128, | |
"max_reserved": 589.299712, | |
"max_allocated": 439.456768 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 141, | |
"total": 1.003367263793945, | |
"mean": 0.007116079885063443, | |
"stdev": 0.0005342518645292915, | |
"p50": 0.006957904815673828, | |
"p90": 0.007628462791442871, | |
"p95": 0.007758543014526367, | |
"p99": 0.008165294647216794, | |
"values": [ | |
0.007860783100128175, | |
0.007628462791442871, | |
0.007279984951019287, | |
0.00731822395324707, | |
0.0073451042175292965, | |
0.007243663787841797, | |
0.0071438241004943845, | |
0.007104625225067138, | |
0.008368302345275878, | |
0.0070636639595031735, | |
0.0070139050483703615, | |
0.006989584922790527, | |
0.0069716649055480955, | |
0.006961265087127686, | |
0.0069569449424743655, | |
0.00697198486328125, | |
0.007001423835754394, | |
0.006975345134735108, | |
0.007359983921051025, | |
0.0070420651435852055, | |
0.006969584941864014, | |
0.006985264778137207, | |
0.006977425098419189, | |
0.006975665092468262, | |
0.006957904815673828, | |
0.007111983776092529, | |
0.00688462495803833, | |
0.006968305110931396, | |
0.0069380650520324706, | |
0.0069495849609375, | |
0.006818224906921386, | |
0.006815664768218994, | |
0.0073267040252685545, | |
0.007329264163970947, | |
0.0068927850723266605, | |
0.006785746097564697, | |
0.006846704959869385, | |
0.007036624908447265, | |
0.006812145233154297, | |
0.006833264827728272, | |
0.006815664768218994, | |
0.006824625015258789, | |
0.007242545127868653, | |
0.007289584159851074, | |
0.00700686502456665, | |
0.0071287841796875, | |
0.007307344913482666, | |
0.00720558500289917, | |
0.0072500638961792, | |
0.007071664810180664, | |
0.007378384113311768, | |
0.00712494421005249, | |
0.007090704917907715, | |
0.007233424186706543, | |
0.007374703884124756, | |
0.007156624794006348, | |
0.007120944023132324, | |
0.007112784862518311, | |
0.007084145069122315, | |
0.007093103885650634, | |
0.007079185009002686, | |
0.0068879852294921875, | |
0.006912785053253174, | |
0.007150063991546631, | |
0.0068534259796142576, | |
0.006854384899139404, | |
0.006912145137786865, | |
0.006871184825897217, | |
0.006889424800872803, | |
0.006885584831237793, | |
0.006892304897308349, | |
0.006879185199737549, | |
0.006882544994354248, | |
0.006875504970550537, | |
0.006854865074157715, | |
0.006861906051635742, | |
0.006832145214080811, | |
0.006841744899749756, | |
0.006889424800872803, | |
0.006910544872283935, | |
0.006878544807434082, | |
0.006877425193786621, | |
0.006836945056915283, | |
0.006889265060424804, | |
0.006883026123046875, | |
0.0068812651634216305, | |
0.0068535847663879395, | |
0.006847984790802002, | |
0.006923504829406738, | |
0.012424933433532714, | |
0.006809905052185059, | |
0.00685838508605957, | |
0.006882705211639404, | |
0.006885265827178955, | |
0.007171823978424073, | |
0.0068699049949646, | |
0.006877745151519775, | |
0.0068676648139953615, | |
0.006910224914550781, | |
0.0068628649711608885, | |
0.006907185077667236, | |
0.0068695850372314455, | |
0.006907824993133545, | |
0.006906865119934082, | |
0.0069220647811889646, | |
0.006883985042572022, | |
0.006890544891357422, | |
0.006883505821228027, | |
0.006878544807434082, | |
0.0072025442123413086, | |
0.007736783027648925, | |
0.00775726318359375, | |
0.007315024852752685, | |
0.0069123048782348635, | |
0.006868784904479981, | |
0.006872785091400146, | |
0.0069147047996520996, | |
0.0069113450050354, | |
0.006918544769287109, | |
0.006901424884796142, | |
0.006854865074157715, | |
0.006916305065155029, | |
0.006856305122375488, | |
0.007207184791564941, | |
0.007746542930603027, | |
0.007728463172912598, | |
0.007758543014526367, | |
0.007830062866210937, | |
0.00742958402633667, | |
0.007147025108337402, | |
0.007185904026031495, | |
0.007313263893127441, | |
0.007676303863525391, | |
0.007769742965698242, | |
0.0077731032371521, | |
0.007768143177032471, | |
0.007753743171691895, | |
0.007344304084777832, | |
0.007177264213562012, | |
0.006879825115203858, | |
0.006851025104522705 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 140.52680916342533 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |