IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
dcb5549
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": "6", | |
"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": 1082014.482432, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-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": "0.5.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.1", | |
"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": "0.13.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1094.443008, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 4911.816704, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.07879838562011719 | |
], | |
"count": 1, | |
"total": 0.07879838562011719, | |
"mean": 0.07879838562011719, | |
"p50": 0.07879838562011719, | |
"p90": 0.07879838562011719, | |
"p95": 0.07879838562011719, | |
"p99": 0.07879838562011719, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1224.368128, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 242735.886336, | |
"max_reserved": 589.299712, | |
"max_allocated": 439.456768 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.007998573780059814, | |
0.007838573932647705, | |
0.009296336174011231, | |
0.007396173000335693, | |
0.006682091236114502, | |
0.006725931167602539, | |
0.007334893226623535, | |
0.00799601411819458, | |
0.008006254196166991, | |
0.007974413871765137, | |
0.007960494041442872, | |
0.007963374137878418, | |
0.00797585391998291, | |
0.008036654472351074, | |
0.007981774806976318, | |
0.007980814933776855, | |
0.008014893531799317, | |
0.007990094184875488, | |
0.00799329376220703, | |
0.0079785737991333, | |
0.007982573986053466, | |
0.007787693977355957, | |
0.007591533184051514, | |
0.007583054065704345, | |
0.007575532913208008, | |
0.007556653022766114, | |
0.007587533950805664, | |
0.007572652816772461, | |
0.00756865406036377, | |
0.007601772785186768, | |
0.00757569408416748, | |
0.007617773056030274, | |
0.0075584139823913574, | |
0.007599213123321533, | |
0.007569293975830078, | |
0.007596972942352295, | |
0.007590892791748047, | |
0.007582893848419189, | |
0.007571053028106689, | |
0.007603854179382324, | |
0.007566893100738525, | |
0.007594734191894531, | |
0.007582413196563721, | |
0.007565133094787598, | |
0.00759537410736084, | |
0.0074747328758239745, | |
0.007153293132781982, | |
0.006914892196655273, | |
0.007087532997131348, | |
0.006693450927734375, | |
0.0066963319778442386, | |
0.006660171985626221, | |
0.006684011936187744, | |
0.00667169189453125, | |
0.00664545202255249, | |
0.006679211139678955, | |
0.006660491943359375, | |
0.006647851943969727, | |
0.006878411769866944, | |
0.006670251846313476, | |
0.006659852027893066, | |
0.006854092121124268, | |
0.006658092021942139, | |
0.006693451881408691, | |
0.006691531181335449, | |
0.006678572177886963, | |
0.0067638521194458, | |
0.007599534034729004, | |
0.007583373069763184, | |
0.007624653816223145, | |
0.007619052886962891, | |
0.00761233377456665, | |
0.007631853103637696, | |
0.007615694046020508, | |
0.007475852966308594, | |
0.0071971330642700195, | |
0.007247692108154297, | |
0.007271693229675293, | |
0.007596653938293457, | |
0.007616172790527344, | |
0.007613453865051269, | |
0.0076380929946899415, | |
0.00760353422164917, | |
0.007630413055419922, | |
0.0076299338340759274, | |
0.0075952129364013675, | |
0.00762545394897461, | |
0.007601933002471924, | |
0.007288332939147949, | |
0.0068865718841552735, | |
0.007026732921600342, | |
0.007107532024383545, | |
0.007178092956542969, | |
0.007081772804260254, | |
0.006697132110595703, | |
0.00670465087890625, | |
0.006889772891998291, | |
0.006688811779022217, | |
0.006650890827178955, | |
0.006881612777709961, | |
0.006874092102050781, | |
0.006866092205047607, | |
0.006814891815185547, | |
0.006680012226104736, | |
0.006649611949920654, | |
0.006648810863494873, | |
0.006693771839141846, | |
0.0067281718254089354, | |
0.006677772045135498, | |
0.006660171985626221, | |
0.0066681718826293946, | |
0.006682570934295654, | |
0.006668972015380859, | |
0.00667217206954956, | |
0.00666945219039917, | |
0.006835852146148682, | |
0.006659532070159912, | |
0.006640010833740234, | |
0.006663850784301758, | |
0.006838091850280762, | |
0.00685985279083252, | |
0.006912171840667725, | |
0.007897453784942627, | |
0.007705772876739502, | |
0.007486894130706787, | |
0.006878252029418945, | |
0.006866412162780762, | |
0.006948812007904053, | |
0.0068054509162902834, | |
0.006844653129577637, | |
0.006900492191314697, | |
0.006895051956176758, | |
0.00696257209777832, | |
0.0069340929985046386, | |
0.0068785719871521, | |
0.006904012203216553, | |
0.006640652179718018 | |
], | |
"count": 137, | |
"total": 0.9918454322814944, | |
"mean": 0.007239747680886818, | |
"p50": 0.0071971330642700195, | |
"p90": 0.007967790031433105, | |
"p95": 0.007990734100341797, | |
"p99": 0.00802882053375244, | |
"stdev": 0.0005026265828641663, | |
"stdev_": 6.942598071354306 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 138.12636076254898 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |