
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
b238ec9
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-5.10.223-212.873.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": "0.34.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"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": 783.613952, | |
"max_global_vram": 1218.9696, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.3489521484375, | |
"mean": 7.3489521484375, | |
"stdev": 0.0, | |
"p50": 7.3489521484375, | |
"p90": 7.3489521484375, | |
"p95": 7.3489521484375, | |
"p99": 7.3489521484375, | |
"values": [ | |
7.3489521484375 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.250867097217884e-07, | |
"ram": 4.904183485751343e-07, | |
"gpu": 1.5433345680001577e-06, | |
"total": 2.95883962629708e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1039.081472, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 449.025024 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 179, | |
"total": 0.9998848662376405, | |
"mean": 0.0055859489733946395, | |
"stdev": 0.0002849079312478248, | |
"p50": 0.005628928184509278, | |
"p90": 0.005903769493103028, | |
"p95": 0.005967155122756958, | |
"p99": 0.006121062307357788, | |
"values": [ | |
0.006091775894165039, | |
0.0063539199829101565, | |
0.006034431934356689, | |
0.0059699201583862304, | |
0.006003712177276611, | |
0.005953536033630371, | |
0.0059361281394958495, | |
0.005946368217468262, | |
0.005866496086120605, | |
0.005897215843200684, | |
0.005864448070526123, | |
0.00586956787109375, | |
0.005847040176391601, | |
0.005851136207580566, | |
0.006038527965545654, | |
0.005815296173095703, | |
0.005810175895690918, | |
0.005773312091827393, | |
0.0058419198989868165, | |
0.005631999969482422, | |
0.005853184223175049, | |
0.005966847896575928, | |
0.0059054079055786135, | |
0.005847040176391601, | |
0.006044672012329101, | |
0.005853184223175049, | |
0.005826560020446778, | |
0.0057825279235839844, | |
0.005859327793121338, | |
0.005903359889984131, | |
0.005895167827606201, | |
0.005921792030334472, | |
0.005684224128723145, | |
0.005656576156616211, | |
0.005636096000671387, | |
0.005599232196807862, | |
0.005695487976074219, | |
0.005587967872619629, | |
0.005652480125427246, | |
0.005627903938293457, | |
0.005656576156616211, | |
0.005561344146728516, | |
0.005501952171325684, | |
0.005478400230407715, | |
0.005493760108947754, | |
0.005497856140136719, | |
0.0055808000564575196, | |
0.0055316481590271, | |
0.005571584224700928, | |
0.005599232196807862, | |
0.005560319900512695, | |
0.005743616104125977, | |
0.005672959804534912, | |
0.005733376026153565, | |
0.005645311832427978, | |
0.00568012809753418, | |
0.005752831935882568, | |
0.0058215041160583495, | |
0.005849088191986084, | |
0.005750783920288086, | |
0.0058757119178771975, | |
0.005657599925994873, | |
0.005867519855499268, | |
0.005852159976959229, | |
0.005850111961364746, | |
0.005848063945770264, | |
0.005837823867797852, | |
0.00582144021987915, | |
0.005756927967071533, | |
0.005823488235473633, | |
0.005568511962890625, | |
0.00553984022140503, | |
0.0056483840942382815, | |
0.005557248115539551, | |
0.005541888236999512, | |
0.00550707197189331, | |
0.0055552000999450684, | |
0.005628928184509278, | |
0.005929984092712402, | |
0.005796864032745362, | |
0.005775360107421875, | |
0.005819392204284668, | |
0.00562278413772583, | |
0.005833727836608887, | |
0.005985280036926269, | |
0.005942272186279297, | |
0.00587775993347168, | |
0.005911551952362061, | |
0.005863423824310303, | |
0.005826560020446778, | |
0.005889023780822754, | |
0.0058716158866882326, | |
0.0058122239112854005, | |
0.005705728054046631, | |
0.005846015930175781, | |
0.00622489595413208, | |
0.005814271926879883, | |
0.0057292799949646, | |
0.00572108793258667, | |
0.00572108793258667, | |
0.005785600185394287, | |
0.005758975982666016, | |
0.005653503894805908, | |
0.005509119987487793, | |
0.005296127796173096, | |
0.005245952129364013, | |
0.0052899842262268066, | |
0.005306367874145508, | |
0.005609471797943116, | |
0.005766143798828125, | |
0.005702655792236328, | |
0.005769216060638428, | |
0.005792768001556397, | |
0.005857279777526855, | |
0.00587059211730957, | |
0.00566476821899414, | |
0.005527552127838135, | |
0.005467135906219483, | |
0.005538815975189209, | |
0.005505023956298828, | |
0.005544960021972656, | |
0.0055203838348388675, | |
0.005412864208221436, | |
0.00547430419921875, | |
0.005401599884033203, | |
0.00537395191192627, | |
0.005441535949707031, | |
0.005386240005493164, | |
0.005411839962005615, | |
0.005438464164733887, | |
0.005413887977600097, | |
0.005384191989898681, | |
0.005400576114654541, | |
0.005388288021087646, | |
0.005393407821655274, | |
0.005348351955413819, | |
0.00520908784866333, | |
0.005188608169555664, | |
0.005203968048095703, | |
0.005181439876556396, | |
0.005227519989013672, | |
0.00516812801361084, | |
0.005172224044799805, | |
0.005158912181854248, | |
0.005185535907745361, | |
0.005155839920043945, | |
0.005212160110473632, | |
0.00515174388885498, | |
0.005203968048095703, | |
0.005153791904449463, | |
0.005219327926635742, | |
0.005173247814178467, | |
0.005178368091583252, | |
0.005171199798583984, | |
0.005183487892150879, | |
0.005253119945526123, | |
0.005195775985717774, | |
0.005171199798583984, | |
0.005189631938934326, | |
0.005181439876556396, | |
0.005187583923339844, | |
0.00522547197341919, | |
0.005193727970123291, | |
0.005214208126068115, | |
0.005171199798583984, | |
0.005256192207336426, | |
0.0051968002319335935, | |
0.00516812801361084, | |
0.0052336640357971195, | |
0.005182464122772217, | |
0.0051660799980163576, | |
0.005191679954528809, | |
0.0052070398330688475, | |
0.00516096019744873, | |
0.005188608169555664, | |
0.005171199798583984, | |
0.00516812801361084, | |
0.0051333122253417966, | |
0.005189631938934326 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 179.02061131652079 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.25029363559941e-08, | |
"ram": 3.416677223767671e-08, | |
"gpu": 1.2001617788421223e-07, | |
"total": 2.1668588647788304e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4614975.235602478 | |
} | |
} | |
} | |
} |