
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
76ff6a6
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_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": 66697.293824, | |
"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": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 713.609216, | |
"max_global_vram": 1218.9696, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.20145703125, | |
"mean": 7.20145703125, | |
"stdev": 0.0, | |
"p50": 7.20145703125, | |
"p90": 7.20145703125, | |
"p95": 7.20145703125, | |
"p99": 7.20145703125, | |
"values": [ | |
7.20145703125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.199869301584032e-07, | |
"ram": 4.887071236235366e-07, | |
"gpu": 1.7377791680000046e-06, | |
"total": 3.1464732217819444e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 880.627712, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 449.025024 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 190, | |
"total": 0.9999177246093754, | |
"mean": 0.005262724866365132, | |
"stdev": 0.000192237248675724, | |
"p50": 0.005223936080932617, | |
"p90": 0.005392793416976929, | |
"p95": 0.00555371515750885, | |
"p99": 0.005925314378738404, | |
"values": [ | |
0.0056514558792114256, | |
0.005756927967071533, | |
0.00557260799407959, | |
0.005526527881622314, | |
0.005463039875030518, | |
0.005447679996490478, | |
0.0054876160621643065, | |
0.005658624172210694, | |
0.005530623912811279, | |
0.0054609918594360355, | |
0.005451776027679443, | |
0.005928959846496582, | |
0.0052070398330688475, | |
0.004985856056213379, | |
0.004993023872375488, | |
0.004992000102996826, | |
0.004964352130889893, | |
0.004975615978240967, | |
0.004965375900268554, | |
0.004965375900268554, | |
0.004947968006134033, | |
0.004951039791107178, | |
0.004951039791107178, | |
0.00530841588973999, | |
0.00522547197341919, | |
0.0052295680046081545, | |
0.005285888195037842, | |
0.005224448204040527, | |
0.005244927883148193, | |
0.005250048160552978, | |
0.005235712051391602, | |
0.005235712051391602, | |
0.005264383792877197, | |
0.005214208126068115, | |
0.005250048160552978, | |
0.005223423957824707, | |
0.005230591773986816, | |
0.00521727991104126, | |
0.005215231895446777, | |
0.005249023914337158, | |
0.0056483840942382815, | |
0.005327871799468994, | |
0.005277696132659912, | |
0.00521830415725708, | |
0.005224448204040527, | |
0.005254144191741943, | |
0.005214208126068115, | |
0.005215231895446777, | |
0.00522547197341919, | |
0.0051773438453674315, | |
0.005222400188446045, | |
0.005222400188446045, | |
0.005286911964416504, | |
0.005213183879852295, | |
0.005195775985717774, | |
0.005234687805175781, | |
0.005189631938934326, | |
0.0052408318519592285, | |
0.00521830415725708, | |
0.005189631938934326, | |
0.005647359848022461, | |
0.005241856098175048, | |
0.005206048011779785, | |
0.005232639789581299, | |
0.005212160110473632, | |
0.005223423957824707, | |
0.00522547197341919, | |
0.005268479824066162, | |
0.005265408039093018, | |
0.005219327926635742, | |
0.005442560195922852, | |
0.005223423957824707, | |
0.005230591773986816, | |
0.005190656185150146, | |
0.005255167961120606, | |
0.0051998720169067385, | |
0.005387263774871826, | |
0.005924863815307617, | |
0.005387263774871826, | |
0.005283840179443359, | |
0.005244927883148193, | |
0.005239808082580567, | |
0.005224448204040527, | |
0.005261312007904053, | |
0.005216256141662597, | |
0.005197824001312256, | |
0.005228544235229492, | |
0.005190656185150146, | |
0.0052111358642578124, | |
0.005213183879852295, | |
0.005191679954528809, | |
0.00521830415725708, | |
0.005384191989898681, | |
0.005179391860961914, | |
0.0052111358642578124, | |
0.005173247814178467, | |
0.005198847770690918, | |
0.005172224044799805, | |
0.005193727970123291, | |
0.005206016063690186, | |
0.005208064079284668, | |
0.00521727991104126, | |
0.005234687805175781, | |
0.005228544235229492, | |
0.005283840179443359, | |
0.005215231895446777, | |
0.005239808082580567, | |
0.005206016063690186, | |
0.005212160110473632, | |
0.005234687805175781, | |
0.005187583923339844, | |
0.005725183963775635, | |
0.005291007995605469, | |
0.005201920032501221, | |
0.005212160110473632, | |
0.0052531838417053224, | |
0.005227519989013672, | |
0.005221375942230225, | |
0.005254144191741943, | |
0.005181439876556396, | |
0.00522547197341919, | |
0.005253119945526123, | |
0.005212160110473632, | |
0.005204991817474365, | |
0.00538316822052002, | |
0.0052899842262268066, | |
0.0052715520858764645, | |
0.005272575855255127, | |
0.007060480117797851, | |
0.005525504112243652, | |
0.0053606400489807126, | |
0.005306367874145508, | |
0.005313536167144775, | |
0.005245952129364013, | |
0.005262335777282715, | |
0.0052705278396606445, | |
0.00522547197341919, | |
0.00521727991104126, | |
0.005191679954528809, | |
0.005279744148254394, | |
0.00522547197341919, | |
0.005214208126068115, | |
0.005255167961120606, | |
0.0052008957862854, | |
0.005242879867553711, | |
0.005259263992309571, | |
0.005239808082580567, | |
0.005184512138366699, | |
0.005206016063690186, | |
0.005181439876556396, | |
0.005201920032501221, | |
0.0052008957862854, | |
0.00522649621963501, | |
0.005186560153961181, | |
0.005201920032501221, | |
0.005371903896331787, | |
0.005221375942230225, | |
0.0052111358642578124, | |
0.005224448204040527, | |
0.005191679954528809, | |
0.005204991817474365, | |
0.00520908784866333, | |
0.005239808082580567, | |
0.005206016063690186, | |
0.005197824001312256, | |
0.005213183879852295, | |
0.005227519989013672, | |
0.005206079959869385, | |
0.005215231895446777, | |
0.005172224044799805, | |
0.0052070398330688475, | |
0.005210112094879151, | |
0.0051968002319335935, | |
0.005202943801879883, | |
0.005346303939819336, | |
0.00520908784866333, | |
0.005184512138366699, | |
0.005189631938934326, | |
0.0052295680046081545, | |
0.005202943801879883, | |
0.005227519989013672, | |
0.005234687805175781, | |
0.005242879867553711, | |
0.0052111358642578124, | |
0.005232639789581299, | |
0.0052070398330688475, | |
0.005223423957824707, | |
0.005204991817474365, | |
0.005223423957824707, | |
0.005221375942230225 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 190.01563361048014 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.072338408623694e-08, | |
"ram": 3.311058916160903e-08, | |
"gpu": 1.2306132293877328e-07, | |
"total": 2.1689529618661925e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4610519.534455871 | |
} | |
} | |
} | |
} |