IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
3803a99
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+rocm5.7", | |
"_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": "6", | |
"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": false, | |
"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": "warn", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082014.482432, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"optimum_benchmark_version": "0.5.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.2", | |
"transformers_commit": null, | |
"accelerate_version": "1.0.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.3", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": "0.13.0", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1094.332416, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 4158.656512, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.07064780426025391 | |
], | |
"count": 1, | |
"total": 0.07064780426025391, | |
"mean": 0.07064780426025391, | |
"p50": 0.07064780426025391, | |
"p90": 0.07064780426025391, | |
"p95": 0.07064780426025391, | |
"p99": 0.07064780426025391, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1224.146944, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 248362.561536, | |
"max_reserved": 589.299712, | |
"max_allocated": 439.456768 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.007199532985687256, | |
0.00690177297592163, | |
0.006973292827606201, | |
0.006916333198547364, | |
0.006871372222900391, | |
0.006927692890167236, | |
0.006930412769317627, | |
0.006905932903289795, | |
0.006930411815643311, | |
0.00696401309967041, | |
0.006955692768096924, | |
0.00694769287109375, | |
0.006927052974700928, | |
0.006932652950286865, | |
0.006906891822814941, | |
0.006970572948455811, | |
0.006918252944946289, | |
0.006924172878265381, | |
0.006957452774047851, | |
0.006905611991882324, | |
0.006920813083648681, | |
0.006934412956237793, | |
0.006953292846679687, | |
0.006961452960968018, | |
0.006956171989440918, | |
0.00697553300857544, | |
0.0069700927734375, | |
0.006974092960357666, | |
0.006970892906188965, | |
0.006965133190155029, | |
0.006919692993164062, | |
0.006977453231811524, | |
0.006950411796569824, | |
0.006983373165130615, | |
0.006926252841949463, | |
0.006917293071746826, | |
0.006948653221130371, | |
0.0069414529800415035, | |
0.006998732089996338, | |
0.006984652996063233, | |
0.007051053047180175, | |
0.007003852844238281, | |
0.006987213134765625, | |
0.00698593282699585, | |
0.006980173110961914, | |
0.007031532764434814, | |
0.0070008130073547364, | |
0.00713873291015625, | |
0.007039692878723145, | |
0.006992652893066407, | |
0.007056653022766113, | |
0.00701041316986084, | |
0.00700225305557251, | |
0.006959212779998779, | |
0.006950092792510986, | |
0.007007692813873291, | |
0.0073468928337097165, | |
0.007236493110656738, | |
0.007244654178619385, | |
0.00710817289352417, | |
0.007167212963104248, | |
0.006993612766265869, | |
0.007038893222808838, | |
0.006993133068084717, | |
0.007080333232879639, | |
0.006938733100891113, | |
0.006978892803192139, | |
0.0069321727752685545, | |
0.006965772151947021, | |
0.006990572929382324, | |
0.006998733043670654, | |
0.006962893009185791, | |
0.006970413208007812, | |
0.006966893196105957, | |
0.006993133068084717, | |
0.0069531331062316895, | |
0.006912812232971192, | |
0.007192813873291016, | |
0.007335372924804687, | |
0.006976172924041748, | |
0.006996653079986572, | |
0.0069745731353759765, | |
0.006992493152618408, | |
0.007000332832336426, | |
0.0070100932121276854, | |
0.006965932846069336, | |
0.007001132965087891, | |
0.006991211891174316, | |
0.006969293117523193, | |
0.0070006527900695805, | |
0.006995052814483643, | |
0.006980813026428222, | |
0.006954732894897461, | |
0.006917772769927978, | |
0.007327373027801514, | |
0.007776975154876709, | |
0.007845613956451416, | |
0.007893455028533936, | |
0.007421133995056152, | |
0.0077168140411376955, | |
0.007816174030303956, | |
0.007861774921417236, | |
0.0075107340812683105, | |
0.007338572978973388, | |
0.00741249418258667, | |
0.007379053115844726, | |
0.007308012962341308, | |
0.00780497407913208, | |
0.007501294136047363, | |
0.0073467340469360355, | |
0.007384172916412354, | |
0.007420494079589844, | |
0.007368494033813477, | |
0.00741761302947998, | |
0.007830894947052002, | |
0.007692654132843018, | |
0.007370254039764404, | |
0.007392333030700683, | |
0.007404493808746338, | |
0.007432653903961182, | |
0.007500813961029053, | |
0.007310092926025391, | |
0.0073259339332580565, | |
0.007044493198394775, | |
0.007264973163604737, | |
0.007177933216094971, | |
0.007088653087615967, | |
0.006950413227081299, | |
0.006926093101501465, | |
0.00693569278717041, | |
0.006948012828826905, | |
0.00710209321975708, | |
0.0070294528007507325, | |
0.006928493022918701, | |
0.0071334528923034666, | |
0.007176652908325195, | |
0.006931053161621094, | |
0.007013613224029541, | |
0.006993772983551025, | |
0.006962092876434326, | |
0.0069809708595275875 | |
], | |
"count": 141, | |
"total": 1.0019232869148256, | |
"mean": 0.00710583891428954, | |
"p50": 0.006992652893066407, | |
"p90": 0.007420494079589844, | |
"p95": 0.0077168140411376955, | |
"p99": 0.007855310535430909, | |
"stdev": 0.00024326093902392616, | |
"stdev_": 3.423395069296305 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 140.72933710740932 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |