IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
d2937e0
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.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": "0.2.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 878.342144, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 591.396864, | |
| "max_allocated": 449.269248 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 150, | |
| "total": 1.0054174752235412, | |
| "mean": 0.006702783168156941, | |
| "stdev": 0.00018587387079649486, | |
| "p50": 0.006678015947341919, | |
| "p90": 0.006967500925064087, | |
| "p95": 0.007019264149665832, | |
| "p99": 0.0072133919000625605, | |
| "values": [ | |
| 0.007231423854827881, | |
| 0.0067420158386230465, | |
| 0.006961152076721191, | |
| 0.006873087882995605, | |
| 0.007121920108795166, | |
| 0.007194623947143554, | |
| 0.007278592109680176, | |
| 0.007031807899475098, | |
| 0.007030784130096435, | |
| 0.006973440170288086, | |
| 0.006967296123504638, | |
| 0.006940671920776367, | |
| 0.006949888229370117, | |
| 0.006996992111206054, | |
| 0.006867968082427979, | |
| 0.0068618240356445315, | |
| 0.006883359909057617, | |
| 0.0066938881874084475, | |
| 0.006732800006866455, | |
| 0.006766592025756836, | |
| 0.00673689603805542, | |
| 0.006744063854217529, | |
| 0.006662144184112549, | |
| 0.006689792156219483, | |
| 0.006740992069244385, | |
| 0.006726655960083008, | |
| 0.006990848064422607, | |
| 0.006969344139099121, | |
| 0.0069816322326660156, | |
| 0.007005184173583984, | |
| 0.006876160144805908, | |
| 0.007044095993041993, | |
| 0.006900735855102539, | |
| 0.0069283838272094726, | |
| 0.006927360057830811, | |
| 0.006815743923187256, | |
| 0.006797311782836914, | |
| 0.006732800006866455, | |
| 0.006638591766357422, | |
| 0.0067348480224609375, | |
| 0.006659071922302246, | |
| 0.006694911956787109, | |
| 0.006755328178405762, | |
| 0.0068577280044555666, | |
| 0.006896639823913574, | |
| 0.00693555212020874, | |
| 0.006982656002044678, | |
| 0.006937600135803222, | |
| 0.00692633581161499, | |
| 0.006894591808319092, | |
| 0.006919167995452881, | |
| 0.006730751991271973, | |
| 0.006724607944488525, | |
| 0.006663167953491211, | |
| 0.006699007987976074, | |
| 0.006623231887817383, | |
| 0.006622208118438721, | |
| 0.006667263984680176, | |
| 0.006606847763061524, | |
| 0.006604800224304199, | |
| 0.006730751991271973, | |
| 0.006780928134918213, | |
| 0.006594560146331787, | |
| 0.006624256134033203, | |
| 0.0066938881874084475, | |
| 0.006626304149627686, | |
| 0.006675456047058105, | |
| 0.0066979842185974124, | |
| 0.006628352165222168, | |
| 0.00667955207824707, | |
| 0.006750207901000976, | |
| 0.0067983360290527345, | |
| 0.006763519763946534, | |
| 0.006759424209594727, | |
| 0.006729728221893311, | |
| 0.006648831844329834, | |
| 0.00672051191329956, | |
| 0.006676479816436768, | |
| 0.006638591766357422, | |
| 0.0067051520347595215, | |
| 0.006583295822143555, | |
| 0.006760447978973389, | |
| 0.006653952121734619, | |
| 0.006625279903411865, | |
| 0.006654975891113281, | |
| 0.0065075201988220215, | |
| 0.006344704151153564, | |
| 0.00638976001739502, | |
| 0.006425600051879882, | |
| 0.006366208076477051, | |
| 0.0066416640281677245, | |
| 0.006795263767242431, | |
| 0.006808576107025147, | |
| 0.00688643217086792, | |
| 0.007143424034118652, | |
| 0.0068280320167541505, | |
| 0.0068249602317810056, | |
| 0.006767615795135498, | |
| 0.006594560146331787, | |
| 0.006625279903411865, | |
| 0.006601727962493896, | |
| 0.006685696125030518, | |
| 0.006574079990386963, | |
| 0.006557695865631104, | |
| 0.006609920024871826, | |
| 0.00653926420211792, | |
| 0.00658022403717041, | |
| 0.006518784046173095, | |
| 0.006524928092956543, | |
| 0.0065075201988220215, | |
| 0.006490111827850342, | |
| 0.0065382399559021, | |
| 0.006451200008392334, | |
| 0.006797311782836914, | |
| 0.006643712043762207, | |
| 0.006487040042877197, | |
| 0.006520832061767578, | |
| 0.006518784046173095, | |
| 0.0065075201988220215, | |
| 0.006533120155334473, | |
| 0.006512639999389648, | |
| 0.006683648109436035, | |
| 0.006562816143035889, | |
| 0.006489088058471679, | |
| 0.006529024124145508, | |
| 0.006498303890228272, | |
| 0.0065177597999572755, | |
| 0.006520832061767578, | |
| 0.0065710082054138185, | |
| 0.006496255874633789, | |
| 0.00669593620300293, | |
| 0.00653107213973999, | |
| 0.006533120155334473, | |
| 0.006523903846740723, | |
| 0.006487040042877197, | |
| 0.006512639999389648, | |
| 0.0065413122177124024, | |
| 0.006487040042877197, | |
| 0.006563839912414551, | |
| 0.0065146880149841305, | |
| 0.006495232105255127, | |
| 0.006497280120849609, | |
| 0.006510591983795166, | |
| 0.006519807815551758, | |
| 0.006525951862335205, | |
| 0.006523903846740723, | |
| 0.0065075201988220215, | |
| 0.00653926420211792, | |
| 0.006552576065063476, | |
| 0.006490111827850342 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 149.19175735099444 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.665377257118089e-08, | |
| "ram": 4.1903343174659135e-08, | |
| "gpu": 1.4187287335483097e-07, | |
| "total": 2.60429989100671e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3839803.5627665105 | |
| } | |
| } | |
| } | |
| } |