
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
4d14338
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "fill-mask", | |
"library": "transformers", | |
"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": {}, | |
"hub_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, | |
"latency": true, | |
"memory": 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": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.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": "0.3.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 869.39648, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 591.396864, | |
"max_allocated": 449.269248 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 184, | |
"total": 1.0034453759193425, | |
"mean": 0.005453507477822511, | |
"stdev": 0.0003607021298235741, | |
"p50": 0.005364223957061768, | |
"p90": 0.005670809459686279, | |
"p95": 0.006284646582603453, | |
"p99": 0.007111301102638242, | |
"values": [ | |
0.006037504196166992, | |
0.005590015888214111, | |
0.0060661759376525876, | |
0.00577023983001709, | |
0.005760000228881836, | |
0.005550079822540284, | |
0.005525504112243652, | |
0.005475327968597412, | |
0.005588992118835449, | |
0.005500927925109863, | |
0.0055101442337036136, | |
0.005458943843841553, | |
0.005462016105651855, | |
0.005464064121246338, | |
0.005416959762573242, | |
0.0053350400924682614, | |
0.005318655967712403, | |
0.005405695915222168, | |
0.005436416149139404, | |
0.00546611213684082, | |
0.0054988799095153805, | |
0.005477375984191894, | |
0.005496831893920898, | |
0.005426176071166992, | |
0.005385216236114502, | |
0.005434368133544922, | |
0.005429247856140137, | |
0.0054241280555725096, | |
0.005473279953002929, | |
0.005390336036682129, | |
0.0053975038528442385, | |
0.005464064121246338, | |
0.005381120204925537, | |
0.005470208168029785, | |
0.0056145920753479005, | |
0.0053647360801696775, | |
0.005311488151550293, | |
0.005262335777282715, | |
0.005284863948822022, | |
0.00535859203338623, | |
0.005702655792236328, | |
0.005552127838134766, | |
0.005439487934112549, | |
0.005395455837249756, | |
0.005484543800354004, | |
0.005497856140136719, | |
0.005440512180328369, | |
0.005518335819244385, | |
0.005411839962005615, | |
0.005378047943115235, | |
0.005400576114654541, | |
0.005401599884033203, | |
0.005462016105651855, | |
0.005426176071166992, | |
0.00547430419921875, | |
0.005444608211517334, | |
0.005331967830657959, | |
0.005379072189331055, | |
0.005388288021087646, | |
0.005459968090057373, | |
0.005479423999786377, | |
0.0053944320678710935, | |
0.00532480001449585, | |
0.005385216236114502, | |
0.005444608211517334, | |
0.00572108793258667, | |
0.006351871967315674, | |
0.006323200225830078, | |
0.007945216178894043, | |
0.007314432144165039, | |
0.007069695949554444, | |
0.006504447937011719, | |
0.005706751823425293, | |
0.0056442880630493165, | |
0.0056514558792114256, | |
0.005547008037567139, | |
0.005554175853729248, | |
0.005582848072052002, | |
0.005541888236999512, | |
0.005526527881622314, | |
0.005679103851318359, | |
0.005234687805175781, | |
0.00532480001449585, | |
0.005352447986602784, | |
0.005248000144958496, | |
0.005155839920043945, | |
0.0051363840103149415, | |
0.0050954241752624516, | |
0.005116928100585938, | |
0.0051435518264770505, | |
0.0051138558387756345, | |
0.005210112094879151, | |
0.005325823783874512, | |
0.005275648117065429, | |
0.0053002238273620605, | |
0.005452799797058106, | |
0.0057118721008300784, | |
0.006604800224304199, | |
0.006464511871337891, | |
0.006406144142150879, | |
0.006328320026397705, | |
0.005597184181213379, | |
0.005352447986602784, | |
0.005391359806060791, | |
0.00532480001449585, | |
0.005398528099060058, | |
0.005387263774871826, | |
0.005318655967712403, | |
0.005322751998901368, | |
0.005400576114654541, | |
0.00541593599319458, | |
0.005369855880737305, | |
0.005320703983306885, | |
0.005331967830657959, | |
0.005605375766754151, | |
0.005414912223815918, | |
0.005321728229522705, | |
0.005329984188079834, | |
0.0053637118339538575, | |
0.005294079780578613, | |
0.005372928142547607, | |
0.005303296089172363, | |
0.005331967830657959, | |
0.0052930560111999515, | |
0.005313536167144775, | |
0.005274623870849609, | |
0.005348351955413819, | |
0.005288959980010987, | |
0.0053340158462524415, | |
0.005355519771575928, | |
0.005355519771575928, | |
0.0052633600234985355, | |
0.0053309440612792965, | |
0.005355519771575928, | |
0.005250048160552978, | |
0.005198847770690918, | |
0.005237760066986084, | |
0.005178368091583252, | |
0.005241856098175048, | |
0.00521830415725708, | |
0.005232639789581299, | |
0.005269504070281982, | |
0.0052367358207702636, | |
0.005210112094879151, | |
0.0052111358642578124, | |
0.005279744148254394, | |
0.005243904113769531, | |
0.005305344104766845, | |
0.005379072189331055, | |
0.00530841588973999, | |
0.005260287761688232, | |
0.005329919815063477, | |
0.005400576114654541, | |
0.00530841588973999, | |
0.005296127796173096, | |
0.005340159893035889, | |
0.005288959980010987, | |
0.005298175811767578, | |
0.005306367874145508, | |
0.005602303981781006, | |
0.005299200057983398, | |
0.005310463905334473, | |
0.005322751998901368, | |
0.005277696132659912, | |
0.005258240222930908, | |
0.005189631938934326, | |
0.005286911964416504, | |
0.005268479824066162, | |
0.005254144191741943, | |
0.005238783836364746, | |
0.0052633600234985355, | |
0.00522547197341919, | |
0.005292096138000488, | |
0.005220352172851562, | |
0.005230591773986816, | |
0.005198847770690918, | |
0.005276671886444092, | |
0.005214208126068115, | |
0.0052336640357971195, | |
0.005186560153961181, | |
0.005280767917633057, | |
0.005192704200744629, | |
0.0052930560111999515, | |
0.005245952129364013 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 183.3682275245146 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.965211716262674e-08, | |
"ram": 3.260365910956033e-08, | |
"gpu": 1.204495659296505e-07, | |
"total": 2.1270534220183757e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4701339.372337405 | |
} | |
} | |
} | |
} |