
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
5c2cb32
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+cu124", | |
"_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": 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": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.223-211.872.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": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.1", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 784.121856, | |
"max_global_vram": 1218.9696, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.37195703125, | |
"mean": 7.37195703125, | |
"stdev": 0.0, | |
"p50": 7.37195703125, | |
"p90": 7.37195703125, | |
"p95": 7.37195703125, | |
"p99": 7.37195703125, | |
"values": [ | |
7.37195703125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.300881923609142e-07, | |
"ram": 4.939102174806686e-07, | |
"gpu": 1.7586125180004374e-06, | |
"total": 3.18261092784202e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1039.70816, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 449.025024 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 103, | |
"total": 1.00517791557312, | |
"mean": 0.009759008889059418, | |
"stdev": 0.0005365316927361935, | |
"p50": 0.009703424453735352, | |
"p90": 0.010058751678466798, | |
"p95": 0.010149171257019043, | |
"p99": 0.01151617013931275, | |
"values": [ | |
0.009275391578674316, | |
0.014214143753051758, | |
0.01154150390625, | |
0.00982528018951416, | |
0.0101396484375, | |
0.00918015956878662, | |
0.009834495544433594, | |
0.00971059226989746, | |
0.010060799598693848, | |
0.009614336013793945, | |
0.009802751541137696, | |
0.00972390365600586, | |
0.009657343864440919, | |
0.009790464401245117, | |
0.009647104263305664, | |
0.00963276767730713, | |
0.010050559997558594, | |
0.009463808059692384, | |
0.009703424453735352, | |
0.009704447746276856, | |
0.01001471996307373, | |
0.009513983726501465, | |
0.00960307216644287, | |
0.009737215995788574, | |
0.010011648178100586, | |
0.00962559986114502, | |
0.010043392181396485, | |
0.00970956802368164, | |
0.009696255683898926, | |
0.010077183723449706, | |
0.009693183898925782, | |
0.009744383811950684, | |
0.0096112642288208, | |
0.009675775527954102, | |
0.0097259521484375, | |
0.009530367851257325, | |
0.00990822410583496, | |
0.010074111938476562, | |
0.009886719703674317, | |
0.009756671905517577, | |
0.009736191749572755, | |
0.00960307216644287, | |
0.009754624366760254, | |
0.009804800033569335, | |
0.010274815559387206, | |
0.009417728424072265, | |
0.00991641616821289, | |
0.009454591751098633, | |
0.009793536186218262, | |
0.009805824279785156, | |
0.010149888038635254, | |
0.009482239723205567, | |
0.009727999687194825, | |
0.009608192443847656, | |
0.009851903915405273, | |
0.009538559913635255, | |
0.010184703826904297, | |
0.009602047920227052, | |
0.010142720222473145, | |
0.0097259521484375, | |
0.00922214412689209, | |
0.010018815994262695, | |
0.009554944038391112, | |
0.009576448440551758, | |
0.0096112642288208, | |
0.00973516845703125, | |
0.009936896324157715, | |
0.00950374412536621, | |
0.009529343605041504, | |
0.009656319618225098, | |
0.010042367935180664, | |
0.009260031700134277, | |
0.009490495681762695, | |
0.00959488010406494, | |
0.009814016342163086, | |
0.009791487693786622, | |
0.0096245756149292, | |
0.009541631698608399, | |
0.009952256202697754, | |
0.009342975616455078, | |
0.00974233627319336, | |
0.009167872428894042, | |
0.010028032302856446, | |
0.009527296066284179, | |
0.00931123161315918, | |
0.010045439720153808, | |
0.009272319793701172, | |
0.009690112113952636, | |
0.009756671905517577, | |
0.009185279846191406, | |
0.009672703742980958, | |
0.009700351715087891, | |
0.009868288040161132, | |
0.009561087608337402, | |
0.00953446388244629, | |
0.010188799858093261, | |
0.009249792098999024, | |
0.009747455596923828, | |
0.009385984420776367, | |
0.009247743606567382, | |
0.009529343605041504, | |
0.0095283203125, | |
0.009649151802062989 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 102.46942198413971 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1376828957672069e-07, | |
"ram": 6.218905508079443e-08, | |
"gpu": 2.0995254891428903e-07, | |
"total": 3.859098935718041e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 2591278.4736987716 | |
} | |
} | |
} | |
} |