
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
3665ec5
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": 791.842816, | |
"max_global_vram": 1226.309632, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.0245, | |
"mean": 8.0245, | |
"stdev": 0.0, | |
"p50": 8.0245, | |
"p90": 8.0245, | |
"p95": 8.0245, | |
"p99": 8.0245, | |
"values": [ | |
8.0245 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 2.413135762506297e-06, | |
"ram": 1.3034706804482094e-06, | |
"gpu": 3.4913916820422664e-06, | |
"total": 7.207998124996773e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1047.32672, | |
"max_global_vram": 1236.795392, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 449.025024 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 174, | |
"total": 1.0031535058021548, | |
"mean": 0.0057652500333457155, | |
"stdev": 0.00021549561869415473, | |
"p50": 0.0058234879970550536, | |
"p90": 0.00594309139251709, | |
"p95": 0.0059857407569885255, | |
"p99": 0.006393098373413088, | |
"values": [ | |
0.006033376216888427, | |
0.006146048069000244, | |
0.006023168087005615, | |
0.005983232021331787, | |
0.005990399837493897, | |
0.005884928226470947, | |
0.005924863815307617, | |
0.00587775993347168, | |
0.005937151908874512, | |
0.005889023780822754, | |
0.005938176155090332, | |
0.005898240089416504, | |
0.005890048027038574, | |
0.0058787841796875, | |
0.005886975765228271, | |
0.005955584049224853, | |
0.0058388481140136715, | |
0.005767168045043946, | |
0.005776383876800537, | |
0.005735424041748047, | |
0.005888000011444092, | |
0.005868544101715088, | |
0.005900288105010986, | |
0.005908480167388916, | |
0.005901311874389649, | |
0.005940224170684814, | |
0.005903359889984131, | |
0.00588595199584961, | |
0.005822463989257813, | |
0.005819392204284668, | |
0.005874688148498535, | |
0.005884928226470947, | |
0.005938176155090332, | |
0.0058757119178771975, | |
0.005898240089416504, | |
0.0059064321517944334, | |
0.005916672229766846, | |
0.005932032108306885, | |
0.005867519855499268, | |
0.00586956787109375, | |
0.005897215843200684, | |
0.005914624214172363, | |
0.005951488018035888, | |
0.005868544101715088, | |
0.005816319942474365, | |
0.005738495826721191, | |
0.005742591857910156, | |
0.005790719985961914, | |
0.005807104110717773, | |
0.005850111961364746, | |
0.005824512004852295, | |
0.005855231761932373, | |
0.00587775993347168, | |
0.005846015930175781, | |
0.005876736164093017, | |
0.005928959846496582, | |
0.005974016189575195, | |
0.005929984092712402, | |
0.005925888061523437, | |
0.005925888061523437, | |
0.00586240005493164, | |
0.005898240089416504, | |
0.005829631805419922, | |
0.005806079864501953, | |
0.005888000011444092, | |
0.005616640090942383, | |
0.005637119770050049, | |
0.005774335861206055, | |
0.005893119812011719, | |
0.005921792030334472, | |
0.005889023780822754, | |
0.005853184223175049, | |
0.005715968132019043, | |
0.00581324815750122, | |
0.005628928184509278, | |
0.005851136207580566, | |
0.005897215843200684, | |
0.005960703849792481, | |
0.005867519855499268, | |
0.005825535774230957, | |
0.005832704067230224, | |
0.00586240005493164, | |
0.005808127880096436, | |
0.005857279777526855, | |
0.0058009600639343266, | |
0.005850111961364746, | |
0.005853184223175049, | |
0.005825535774230957, | |
0.006042623996734619, | |
0.005944320201873779, | |
0.005971968173980713, | |
0.0059054079055786135, | |
0.006496255874633789, | |
0.005911551952362061, | |
0.005913599967956543, | |
0.005884928226470947, | |
0.005883903980255127, | |
0.0059023361206054685, | |
0.005807104110717773, | |
0.005746687889099121, | |
0.005959680080413818, | |
0.00582860803604126, | |
0.005781504154205322, | |
0.0057415680885314945, | |
0.005657599925994873, | |
0.005593088150024414, | |
0.005801983833312988, | |
0.0058388481140136715, | |
0.005668863773345947, | |
0.005530623912811279, | |
0.00553984022140503, | |
0.005619711875915527, | |
0.005582848072052002, | |
0.005669888019561768, | |
0.00567193603515625, | |
0.005667840003967285, | |
0.00561356782913208, | |
0.0057077760696411135, | |
0.005913599967956543, | |
0.005970943927764893, | |
0.005692416191101074, | |
0.006956096172332764, | |
0.006260735988616943, | |
0.006354944229125976, | |
0.005656576156616211, | |
0.005569536209106446, | |
0.0055552000999450684, | |
0.005612544059753418, | |
0.005587967872619629, | |
0.005553152084350586, | |
0.005573631763458252, | |
0.005540863990783691, | |
0.005612544059753418, | |
0.005506048202514649, | |
0.005509119987487793, | |
0.0055214080810546875, | |
0.005513247966766358, | |
0.005517312049865723, | |
0.00551423978805542, | |
0.005506048202514649, | |
0.0054917120933532714, | |
0.005469183921813964, | |
0.005391359806060791, | |
0.0054282240867614745, | |
0.005398528099060058, | |
0.005411839962005615, | |
0.005409791946411133, | |
0.005396480083465576, | |
0.005429247856140137, | |
0.005484543800354004, | |
0.005527552127838135, | |
0.0055214080810546875, | |
0.005526527881622314, | |
0.005494783878326416, | |
0.005505023956298828, | |
0.005505023956298828, | |
0.005593088150024414, | |
0.0055203838348388675, | |
0.005506048202514649, | |
0.0055214080810546875, | |
0.005500927925109863, | |
0.005492735862731934, | |
0.005532671928405761, | |
0.00550707197189331, | |
0.00551423978805542, | |
0.005532671928405761, | |
0.005475327968597412, | |
0.005533696174621582, | |
0.005548064231872559, | |
0.00552243185043335, | |
0.005517312049865723, | |
0.005527552127838135, | |
0.005512191772460938, | |
0.005499904155731201 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 173.45301491107674 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.120441886786906e-08, | |
"ram": 3.344346475415448e-08, | |
"gpu": 1.2661092603061825e-07, | |
"total": 2.2125880965264178e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4519594.05173479 | |
} | |
} | |
} | |
} |