IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
3fba8ac
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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 787.402752, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.67660546875, | |
| "mean": 7.67660546875, | |
| "stdev": 0.0, | |
| "p50": 7.67660546875, | |
| "p90": 7.67660546875, | |
| "p95": 7.67660546875, | |
| "p99": 7.67660546875, | |
| "values": [ | |
| 7.67660546875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 2.3556948993056815e-06, | |
| "ram": 1.274983253241829e-06, | |
| "gpu": 3.1258358340001922e-06, | |
| "total": 6.756513986547703e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1042.86208, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 186, | |
| "total": 1.0044766368865965, | |
| "mean": 0.005400412026272026, | |
| "stdev": 0.00018772734302751904, | |
| "p50": 0.00541593599319458, | |
| "p90": 0.005518847942352295, | |
| "p95": 0.005796608090400696, | |
| "p99": 0.006138163137435913, | |
| "values": [ | |
| 0.006174719810485839, | |
| 0.006131711959838867, | |
| 0.0058009600639343266, | |
| 0.005783552169799804, | |
| 0.005923840045928955, | |
| 0.005904384136199951, | |
| 0.005967872142791748, | |
| 0.005858304023742676, | |
| 0.006239232063293457, | |
| 0.0057415680885314945, | |
| 0.0052705597877502446, | |
| 0.005261312007904053, | |
| 0.005239808082580567, | |
| 0.005232639789581299, | |
| 0.005259263992309571, | |
| 0.005235712051391602, | |
| 0.005212160110473632, | |
| 0.005256192207336426, | |
| 0.005237760066986084, | |
| 0.005212160110473632, | |
| 0.00526643180847168, | |
| 0.005264383792877197, | |
| 0.005227519989013672, | |
| 0.005248000144958496, | |
| 0.005269504070281982, | |
| 0.005995615959167481, | |
| 0.005586944103240967, | |
| 0.005605375766754151, | |
| 0.005826560020446778, | |
| 0.005590015888214111, | |
| 0.005506048202514649, | |
| 0.005570559978485107, | |
| 0.005468160152435303, | |
| 0.005475327968597412, | |
| 0.005526527881622314, | |
| 0.0054568958282470706, | |
| 0.005495808124542236, | |
| 0.005459968090057373, | |
| 0.005471231937408447, | |
| 0.005511168003082275, | |
| 0.005467135906219483, | |
| 0.0054906878471374515, | |
| 0.005530623912811279, | |
| 0.005429247856140137, | |
| 0.005511168003082275, | |
| 0.005442592144012451, | |
| 0.005431295871734619, | |
| 0.005475327968597412, | |
| 0.005441535949707031, | |
| 0.005458943843841553, | |
| 0.005493760108947754, | |
| 0.005454847812652588, | |
| 0.005469183921813964, | |
| 0.005448703765869141, | |
| 0.005417984008789062, | |
| 0.005440512180328369, | |
| 0.005409791946411133, | |
| 0.005400576114654541, | |
| 0.005462016105651855, | |
| 0.005434368133544922, | |
| 0.005468160152435303, | |
| 0.005464064121246338, | |
| 0.00542310380935669, | |
| 0.005409791946411133, | |
| 0.005447679996490478, | |
| 0.005416959762573242, | |
| 0.005420032024383545, | |
| 0.005441535949707031, | |
| 0.00541593599319458, | |
| 0.005422080039978027, | |
| 0.005425151824951172, | |
| 0.0053975038528442385, | |
| 0.0054609918594360355, | |
| 0.005391359806060791, | |
| 0.005388288021087646, | |
| 0.005465087890625, | |
| 0.005393407821655274, | |
| 0.005390336036682129, | |
| 0.005448703765869141, | |
| 0.005414912223815918, | |
| 0.005433343887329102, | |
| 0.005430272102355957, | |
| 0.005447679996490478, | |
| 0.005476352214813233, | |
| 0.005434368133544922, | |
| 0.0054282240867614745, | |
| 0.005450751781463623, | |
| 0.005407743930816651, | |
| 0.005420032024383545, | |
| 0.005421055793762207, | |
| 0.0053821439743042, | |
| 0.005436416149139404, | |
| 0.005486591815948487, | |
| 0.005420032024383545, | |
| 0.005446656227111817, | |
| 0.005435391902923584, | |
| 0.005401599884033203, | |
| 0.005508096218109131, | |
| 0.005421055793762207, | |
| 0.0054271998405456545, | |
| 0.005540863990783691, | |
| 0.00547430419921875, | |
| 0.005451776027679443, | |
| 0.005458943843841553, | |
| 0.005451776027679443, | |
| 0.005413887977600097, | |
| 0.005476352214813233, | |
| 0.005430272102355957, | |
| 0.005499904155731201, | |
| 0.005450751781463623, | |
| 0.005443583965301513, | |
| 0.005447679996490478, | |
| 0.005446656227111817, | |
| 0.005433343887329102, | |
| 0.005452799797058106, | |
| 0.005442560195922852, | |
| 0.005448703765869141, | |
| 0.005272575855255127, | |
| 0.005265408039093018, | |
| 0.005269504070281982, | |
| 0.0052367358207702636, | |
| 0.005198847770690918, | |
| 0.005206016063690186, | |
| 0.00522547197341919, | |
| 0.005214208126068115, | |
| 0.00520908784866333, | |
| 0.00536678409576416, | |
| 0.005455872058868408, | |
| 0.005371903896331787, | |
| 0.005430272102355957, | |
| 0.005389311790466309, | |
| 0.005395455837249756, | |
| 0.005429247856140137, | |
| 0.005400576114654541, | |
| 0.005389311790466309, | |
| 0.005395455837249756, | |
| 0.00536678409576416, | |
| 0.005386240005493164, | |
| 0.00541593599319458, | |
| 0.0053821439743042, | |
| 0.005386271953582764, | |
| 0.005413887977600097, | |
| 0.00537497615814209, | |
| 0.005403647899627686, | |
| 0.00536575984954834, | |
| 0.005395455837249756, | |
| 0.00537395191192627, | |
| 0.005370880126953125, | |
| 0.00537395191192627, | |
| 0.0052408318519592285, | |
| 0.005208064079284668, | |
| 0.005189631938934326, | |
| 0.0052070398330688475, | |
| 0.005227519989013672, | |
| 0.005206016063690186, | |
| 0.005169151782989502, | |
| 0.005202943801879883, | |
| 0.005194752216339111, | |
| 0.005173247814178467, | |
| 0.005221375942230225, | |
| 0.005171199798583984, | |
| 0.005175295829772949, | |
| 0.005198847770690918, | |
| 0.005208064079284668, | |
| 0.005192736148834229, | |
| 0.005215231895446777, | |
| 0.005227519989013672, | |
| 0.00520908784866333, | |
| 0.0053606400489807126, | |
| 0.0054271998405456545, | |
| 0.0053647360801696775, | |
| 0.005370880126953125, | |
| 0.005181439876556396, | |
| 0.005145599842071533, | |
| 0.005130239963531494, | |
| 0.005163008213043213, | |
| 0.005115903854370117, | |
| 0.0051333122253417966, | |
| 0.005144576072692871, | |
| 0.0051333122253417966, | |
| 0.005131264209747314, | |
| 0.005148672103881836, | |
| 0.005172224044799805, | |
| 0.005157887935638428, | |
| 0.005144576072692871, | |
| 0.005220352172851562 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 185.17105641850682 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.113009711483422e-08, | |
| "ram": 3.342060842993924e-08, | |
| "gpu": 1.2344368409278322e-07, | |
| "total": 2.1799438963755664e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4587274.019586591 | |
| } | |
| } | |
| } | |
| } |