IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
e753d46
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "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": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "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": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1032.654848, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 45683.843072, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 14.200427734375, | |
| "mean": 14.200427734375, | |
| "stdev": 0.0, | |
| "p50": 14.200427734375, | |
| "p90": 14.200427734375, | |
| "p95": 14.200427734375, | |
| "p99": 14.200427734375, | |
| "values": [ | |
| 14.200427734375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1149.919232, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 224219.160576, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 122, | |
| "total": 0.9953399045467377, | |
| "mean": 0.008158523807760144, | |
| "stdev": 0.0012453671496843836, | |
| "p50": 0.008072498321533204, | |
| "p90": 0.008253460216522217, | |
| "p95": 0.008353706836700439, | |
| "p99": 0.008441189279556274, | |
| "values": [ | |
| 0.008227218627929687, | |
| 0.00814897918701172, | |
| 0.008128337860107422, | |
| 0.00809025764465332, | |
| 0.008096818923950195, | |
| 0.008100659370422363, | |
| 0.008444179534912109, | |
| 0.00820241928100586, | |
| 0.008162259101867676, | |
| 0.008123858451843262, | |
| 0.00810561752319336, | |
| 0.008086579322814941, | |
| 0.008057458877563477, | |
| 0.008059219360351562, | |
| 0.008037458419799805, | |
| 0.008047219276428222, | |
| 0.00805953884124756, | |
| 0.008024818420410156, | |
| 0.008104819297790528, | |
| 0.008076178550720214, | |
| 0.00810689926147461, | |
| 0.008057778358459472, | |
| 0.008055538177490234, | |
| 0.00804945945739746, | |
| 0.008023219108581543, | |
| 0.008051538467407226, | |
| 0.008116498947143554, | |
| 0.020581647872924803, | |
| 0.0024056050777435303, | |
| 0.007571218013763428, | |
| 0.008111538887023926, | |
| 0.008020498275756837, | |
| 0.00807873821258545, | |
| 0.008028658866882324, | |
| 0.008018738746643066, | |
| 0.008008498191833496, | |
| 0.008020018577575684, | |
| 0.008060978889465333, | |
| 0.008082258224487304, | |
| 0.008067858695983888, | |
| 0.008116179466247559, | |
| 0.008028338432312012, | |
| 0.008070098876953124, | |
| 0.008085779190063477, | |
| 0.008057458877563477, | |
| 0.008072978019714355, | |
| 0.008061139106750489, | |
| 0.00802721881866455, | |
| 0.008122259140014649, | |
| 0.008056017875671386, | |
| 0.008065459251403808, | |
| 0.008024179458618164, | |
| 0.00804385757446289, | |
| 0.008019858360290528, | |
| 0.00807201862335205, | |
| 0.00824225902557373, | |
| 0.008373780250549316, | |
| 0.008352338790893555, | |
| 0.008333938598632813, | |
| 0.008247380256652831, | |
| 0.008218419075012208, | |
| 0.008208019256591797, | |
| 0.008250578880310059, | |
| 0.008353778839111328, | |
| 0.008391058921813965, | |
| 0.008280818939208984, | |
| 0.008257458686828614, | |
| 0.008253780364990235, | |
| 0.008161778450012208, | |
| 0.00810817813873291, | |
| 0.008107858657836914, | |
| 0.0080648193359375, | |
| 0.008102099418640136, | |
| 0.008151538848876953, | |
| 0.008078577995300294, | |
| 0.008069138526916503, | |
| 0.008074898719787598, | |
| 0.008075058937072754, | |
| 0.008064178466796875, | |
| 0.00801137924194336, | |
| 0.0080681791305542, | |
| 0.008024337768554688, | |
| 0.008025938987731934, | |
| 0.008184979438781739, | |
| 0.008429940223693849, | |
| 0.008315379142761231, | |
| 0.008136018753051758, | |
| 0.008149298667907715, | |
| 0.008106259346008301, | |
| 0.008119378089904785, | |
| 0.008045937538146973, | |
| 0.008098258972167968, | |
| 0.008043059349060059, | |
| 0.008034897804260253, | |
| 0.008110098838806153, | |
| 0.008032979011535645, | |
| 0.00806497859954834, | |
| 0.008048337936401367, | |
| 0.008052179336547852, | |
| 0.008092179298400878, | |
| 0.008042898178100586, | |
| 0.008106738090515138, | |
| 0.008353779792785645, | |
| 0.008196019172668456, | |
| 0.008046419143676757, | |
| 0.007996017932891846, | |
| 0.008087537765502929, | |
| 0.008040658950805664, | |
| 0.00805457878112793, | |
| 0.00802209758758545, | |
| 0.008050739288330078, | |
| 0.008095059394836426, | |
| 0.008087538719177246, | |
| 0.008047698020935058, | |
| 0.00805137825012207, | |
| 0.008013298988342285, | |
| 0.008023537635803223, | |
| 0.008038257598876953, | |
| 0.008039539337158202, | |
| 0.008047698020935058, | |
| 0.008026898384094238, | |
| 0.008031859397888183 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 122.57119346135018 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |