
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
82bbf94
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+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-5.10.224-212.876.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": "0.34.2", | |
"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": 792.715264, | |
"max_global_vram": 1226.309632, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.041228515625, | |
"mean": 8.041228515625, | |
"stdev": 0.0, | |
"p50": 8.041228515625, | |
"p90": 8.041228515625, | |
"p95": 8.041228515625, | |
"p99": 8.041228515625, | |
"values": [ | |
8.041228515625 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 2.4193561805538545e-06, | |
"ram": 1.307172070160598e-06, | |
"gpu": 3.19250255400097e-06, | |
"total": 6.919030804715422e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1047.924736, | |
"max_global_vram": 1236.795392, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 449.025024 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 178, | |
"total": 1.0037033576965337, | |
"mean": 0.005638782908407489, | |
"stdev": 0.0002489384721039144, | |
"p50": 0.005568511962890625, | |
"p90": 0.005987839984893799, | |
"p95": 0.0060819455862045286, | |
"p99": 0.006608568224906921, | |
"values": [ | |
0.006113279819488526, | |
0.0063907837867736815, | |
0.006114304065704346, | |
0.006072319984436035, | |
0.00601804780960083, | |
0.006043647766113281, | |
0.006007808208465576, | |
0.006060031890869141, | |
0.0059985918998718265, | |
0.006062079906463623, | |
0.005983232021331787, | |
0.006051839828491211, | |
0.006316031932830811, | |
0.005518335819244385, | |
0.00531660795211792, | |
0.00532480001449585, | |
0.005306367874145508, | |
0.0053012480735778805, | |
0.005320703983306885, | |
0.0057497601509094234, | |
0.005835775852203369, | |
0.006236159801483154, | |
0.006549503803253174, | |
0.007327744007110596, | |
0.006700032234191895, | |
0.005711904048919678, | |
0.005617663860321045, | |
0.005616640090942383, | |
0.005645311832427978, | |
0.005588992118835449, | |
0.0056145920753479005, | |
0.005567488193511963, | |
0.005570559978485107, | |
0.005611519813537597, | |
0.005578752040863037, | |
0.005612544059753418, | |
0.005567488193511963, | |
0.005566463947296142, | |
0.0056258559226989744, | |
0.005533696174621582, | |
0.005597184181213379, | |
0.005525504112243652, | |
0.005559296131134033, | |
0.005616640090942383, | |
0.005560319900512695, | |
0.005609471797943116, | |
0.005568511962890625, | |
0.00556441593170166, | |
0.005897215843200684, | |
0.00562278413772583, | |
0.00561356782913208, | |
0.005547008037567139, | |
0.005571584224700928, | |
0.005600255966186523, | |
0.005578752040863037, | |
0.005646336078643799, | |
0.005563392162322998, | |
0.005553152084350586, | |
0.005577727794647217, | |
0.005538815975189209, | |
0.005585919857025146, | |
0.005550079822540284, | |
0.005586944103240967, | |
0.005578752040863037, | |
0.005535744190216065, | |
0.0055797758102417, | |
0.005566463947296142, | |
0.005569536209106446, | |
0.005573631763458252, | |
0.0055316481590271, | |
0.00555622386932373, | |
0.005548031806945801, | |
0.00552345609664917, | |
0.005604351997375488, | |
0.005574656009674072, | |
0.005538815975189209, | |
0.005609471797943116, | |
0.005545983791351319, | |
0.0055920639038085935, | |
0.005595136165618897, | |
0.005548031806945801, | |
0.0055808000564575196, | |
0.005573631763458252, | |
0.0056217598915100095, | |
0.0055808000564575196, | |
0.00553984022140503, | |
0.005590015888214111, | |
0.005527552127838135, | |
0.005581823825836182, | |
0.005534719944000244, | |
0.00557260799407959, | |
0.005575679779052735, | |
0.006076416015625, | |
0.005568511962890625, | |
0.005536767959594726, | |
0.005502975940704345, | |
0.005604351997375488, | |
0.005530623912811279, | |
0.005569536209106446, | |
0.00550707197189331, | |
0.005547008037567139, | |
0.005595136165618897, | |
0.005553152084350586, | |
0.005608448028564453, | |
0.00551526403427124, | |
0.005526527881622314, | |
0.005569536209106446, | |
0.005533696174621582, | |
0.0054906878471374515, | |
0.005497856140136719, | |
0.005505023956298828, | |
0.00551423978805542, | |
0.005477375984191894, | |
0.005473279953002929, | |
0.005516287803649903, | |
0.005464064121246338, | |
0.005494783878326416, | |
0.005517312049865723, | |
0.005517312049865723, | |
0.005588992118835449, | |
0.0055214080810546875, | |
0.005557248115539551, | |
0.00556441593170166, | |
0.005538815975189209, | |
0.0055511040687561035, | |
0.005525504112243652, | |
0.005553152084350586, | |
0.0055552000999450684, | |
0.005573631763458252, | |
0.005563392162322998, | |
0.005538815975189209, | |
0.0055244798660278325, | |
0.005692416191101074, | |
0.00551526403427124, | |
0.00552243185043335, | |
0.005601280212402344, | |
0.005530623912811279, | |
0.005548031806945801, | |
0.005512191772460938, | |
0.005530623912811279, | |
0.005641215801239013, | |
0.005530623912811279, | |
0.005581823825836182, | |
0.005541888236999512, | |
0.005537792205810547, | |
0.005850111961364746, | |
0.005547008037567139, | |
0.005577727794647217, | |
0.005570559978485107, | |
0.005529600143432617, | |
0.005559296131134033, | |
0.005811200141906738, | |
0.005734399795532226, | |
0.005516287803649903, | |
0.005535744190216065, | |
0.005566463947296142, | |
0.005547008037567139, | |
0.005574656009674072, | |
0.005539872169494629, | |
0.0054917120933532714, | |
0.0054917120933532714, | |
0.005454847812652588, | |
0.005645311832427978, | |
0.005617663860321045, | |
0.005653503894805908, | |
0.0058009600639343266, | |
0.0065812478065490725, | |
0.0057487359046936035, | |
0.005563392162322998, | |
0.005623807907104492, | |
0.00555622386932373, | |
0.005529600143432617, | |
0.005646336078643799, | |
0.005525504112243652, | |
0.005581823825836182, | |
0.005538815975189209, | |
0.005529600143432617, | |
0.00557260799407959 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 177.343234567337 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.269933600145173e-08, | |
"ram": 3.4205484610079765e-08, | |
"gpu": 1.2550302437895512e-07, | |
"total": 2.224078449904866e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4496244.276108041 | |
} | |
} | |
} | |
} |