IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
a34ed22
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": 793.616384, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.82335693359375, | |
| "mean": 7.82335693359375, | |
| "stdev": 0.0, | |
| "p50": 7.82335693359375, | |
| "p90": 7.82335693359375, | |
| "p95": 7.82335693359375, | |
| "p99": 7.82335693359375, | |
| "values": [ | |
| 7.82335693359375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.154620180558325e-07, | |
| "ram": 4.861637905530939e-07, | |
| "gpu": 1.6461124279997484e-06, | |
| "total": 3.0477382366086748e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1049.071616, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 174, | |
| "total": 1.003320576667786, | |
| "mean": 0.005766210210734401, | |
| "stdev": 0.0002074473629998292, | |
| "p50": 0.005801983833312988, | |
| "p90": 0.005986099243164063, | |
| "p95": 0.006087065696716309, | |
| "p99": 0.006338990058898927, | |
| "values": [ | |
| 0.006182911872863769, | |
| 0.006326272010803223, | |
| 0.00637337589263916, | |
| 0.006576128005981445, | |
| 0.00621670389175415, | |
| 0.006105088233947754, | |
| 0.006057983875274659, | |
| 0.005987328052520752, | |
| 0.006025216102600098, | |
| 0.005934080123901367, | |
| 0.006078464031219482, | |
| 0.005964799880981446, | |
| 0.005981184005737304, | |
| 0.0059054079055786135, | |
| 0.005983232021331787, | |
| 0.006176767826080322, | |
| 0.0060590081214904785, | |
| 0.005886975765228271, | |
| 0.005766143798828125, | |
| 0.005668863773345947, | |
| 0.00568832015991211, | |
| 0.005794816017150879, | |
| 0.005758975982666016, | |
| 0.0058726401329040525, | |
| 0.005946368217468262, | |
| 0.005895167827606201, | |
| 0.005903359889984131, | |
| 0.00597811222076416, | |
| 0.005897215843200684, | |
| 0.006008831977844238, | |
| 0.005863423824310303, | |
| 0.005849088191986084, | |
| 0.006103040218353272, | |
| 0.005899263858795166, | |
| 0.0058757119178771975, | |
| 0.005876736164093017, | |
| 0.005880832195281982, | |
| 0.0059351038932800295, | |
| 0.005849088191986084, | |
| 0.005851136207580566, | |
| 0.005856256008148194, | |
| 0.005822463989257813, | |
| 0.005858304023742676, | |
| 0.0058419198989868165, | |
| 0.005925888061523437, | |
| 0.005832704067230224, | |
| 0.005774335861206055, | |
| 0.005684224128723145, | |
| 0.005769216060638428, | |
| 0.00580515193939209, | |
| 0.005773312091827393, | |
| 0.0058122239112854005, | |
| 0.005801983833312988, | |
| 0.005834752082824707, | |
| 0.005904384136199951, | |
| 0.005836800098419189, | |
| 0.005843967914581299, | |
| 0.005890048027038574, | |
| 0.005886975765228271, | |
| 0.005873663902282715, | |
| 0.005895167827606201, | |
| 0.005868544101715088, | |
| 0.006187007904052734, | |
| 0.005957632064819336, | |
| 0.005849088191986084, | |
| 0.005801983833312988, | |
| 0.005796864032745362, | |
| 0.005898240089416504, | |
| 0.005989376068115234, | |
| 0.005879807949066162, | |
| 0.005855231761932373, | |
| 0.0058429441452026365, | |
| 0.005896192073822021, | |
| 0.005793791770935058, | |
| 0.005740543842315674, | |
| 0.00573747205734253, | |
| 0.0058122239112854005, | |
| 0.005754879951477051, | |
| 0.005745664119720459, | |
| 0.005910528182983398, | |
| 0.005860352039337159, | |
| 0.005733376026153565, | |
| 0.005775360107421875, | |
| 0.005817344188690185, | |
| 0.005851136207580566, | |
| 0.005823488235473633, | |
| 0.005846015930175781, | |
| 0.005808127880096436, | |
| 0.005764095783233642, | |
| 0.005745664119720459, | |
| 0.00587059211730957, | |
| 0.005908480167388916, | |
| 0.0059351038932800295, | |
| 0.005814271926879883, | |
| 0.005857279777526855, | |
| 0.005873663902282715, | |
| 0.005889023780822754, | |
| 0.005855231761932373, | |
| 0.005863423824310303, | |
| 0.005858304023742676, | |
| 0.005945343971252442, | |
| 0.005753856182098388, | |
| 0.005751808166503906, | |
| 0.005992447853088379, | |
| 0.005790719985961914, | |
| 0.005739520072937012, | |
| 0.005740543842315674, | |
| 0.005697535991668701, | |
| 0.005603328227996827, | |
| 0.0056852798461914066, | |
| 0.005819392204284668, | |
| 0.005641215801239013, | |
| 0.00553984022140503, | |
| 0.005529600143432617, | |
| 0.005495808124542236, | |
| 0.005455872058868408, | |
| 0.005660672187805176, | |
| 0.005816319942474365, | |
| 0.005996543884277344, | |
| 0.005772287845611572, | |
| 0.0057712640762329105, | |
| 0.005798912048339844, | |
| 0.005908480167388916, | |
| 0.0058122239112854005, | |
| 0.005700607776641845, | |
| 0.00557260799407959, | |
| 0.005600255966186523, | |
| 0.005534719944000244, | |
| 0.005615615844726562, | |
| 0.005557248115539551, | |
| 0.005760000228881836, | |
| 0.0055797758102417, | |
| 0.0054988799095153805, | |
| 0.005481503963470459, | |
| 0.005464064121246338, | |
| 0.005438464164733887, | |
| 0.0055214080810546875, | |
| 0.005454847812652588, | |
| 0.0054282240867614745, | |
| 0.005499904155731201, | |
| 0.005511168003082275, | |
| 0.005458943843841553, | |
| 0.00547430419921875, | |
| 0.005447679996490478, | |
| 0.005505023956298828, | |
| 0.005439487934112549, | |
| 0.005464064121246338, | |
| 0.005434368133544922, | |
| 0.005465087890625, | |
| 0.005469183921813964, | |
| 0.005504000186920166, | |
| 0.005504000186920166, | |
| 0.005499904155731201, | |
| 0.005443583965301513, | |
| 0.005505023956298828, | |
| 0.005713920116424561, | |
| 0.005485568046569824, | |
| 0.005692512035369873, | |
| 0.005505023956298828, | |
| 0.005484543800354004, | |
| 0.005559296131134033, | |
| 0.005511168003082275, | |
| 0.005537792205810547, | |
| 0.005512191772460938, | |
| 0.005504000186920166, | |
| 0.005552127838134766, | |
| 0.005538815975189209, | |
| 0.005486591815948487, | |
| 0.00551526403427124, | |
| 0.005501952171325684, | |
| 0.005508096218109131, | |
| 0.005512191772460938, | |
| 0.0055244798660278325, | |
| 0.005547008037567139 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 173.42413187406797 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.351592853535395e-08, | |
| "ram": 3.472495685508095e-08, | |
| "gpu": 1.273693829411772e-07, | |
| "total": 2.2561026833161214e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4432422.368870883 | |
| } | |
| } | |
| } | |
| } |