IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
d839686
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": "5", | |
| "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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1078.25152, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 49312.763904, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.283, | |
| "mean": 8.283, | |
| "stdev": 0.0, | |
| "p50": 8.283, | |
| "p90": 8.283, | |
| "p95": 8.283, | |
| "p99": 8.283, | |
| "values": [ | |
| 8.283 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1195.331584, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 235838.164992, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 141, | |
| "total": 0.9993285217285152, | |
| "mean": 0.007087436324315714, | |
| "stdev": 0.0010235621394805358, | |
| "p50": 0.006904465198516846, | |
| "p90": 0.007720462799072266, | |
| "p95": 0.00773982286453247, | |
| "p99": 0.010019466590881331, | |
| "values": [ | |
| 0.007434383869171142, | |
| 0.00745710277557373, | |
| 0.007085585117340088, | |
| 0.007125743865966797, | |
| 0.007122704029083252, | |
| 0.007071343898773194, | |
| 0.0070292649269104, | |
| 0.007289103984832764, | |
| 0.007173423767089844, | |
| 0.00711518383026123, | |
| 0.007042863845825195, | |
| 0.007014864921569824, | |
| 0.006938385009765625, | |
| 0.007020945072174072, | |
| 0.007044943809509277, | |
| 0.007137585163116455, | |
| 0.016427484512329102, | |
| 0.00221119499206543, | |
| 0.0065881462097167965, | |
| 0.007053264141082764, | |
| 0.006994864940643311, | |
| 0.007019343852996826, | |
| 0.006993905067443847, | |
| 0.00707854413986206, | |
| 0.007015664100646973, | |
| 0.007012784957885742, | |
| 0.0069969439506530765, | |
| 0.006984465122222901, | |
| 0.007000624179840088, | |
| 0.00708718490600586, | |
| 0.0071126241683959965, | |
| 0.008238862037658692, | |
| 0.007127184867858887, | |
| 0.006845264911651611, | |
| 0.006821585178375244, | |
| 0.006842545032501221, | |
| 0.006833105087280273, | |
| 0.006851504802703858, | |
| 0.006875345230102539, | |
| 0.006845425128936768, | |
| 0.006889904975891113, | |
| 0.006896464824676513, | |
| 0.006871025085449219, | |
| 0.006865424156188965, | |
| 0.006905425071716309, | |
| 0.0068628649711608885, | |
| 0.006867984771728516, | |
| 0.00686510419845581, | |
| 0.006884785175323487, | |
| 0.006894545078277588, | |
| 0.006855665206909179, | |
| 0.006895984172821045, | |
| 0.0068908648490905765, | |
| 0.006866224765777588, | |
| 0.006837265014648437, | |
| 0.006899825096130371, | |
| 0.006922385215759277, | |
| 0.00690862512588501, | |
| 0.0069214248657226566, | |
| 0.006922383785247802, | |
| 0.006901104927062988, | |
| 0.006904465198516846, | |
| 0.006870063781738281, | |
| 0.007044944763183594, | |
| 0.0069075050354003905, | |
| 0.006900303840637207, | |
| 0.006875185012817383, | |
| 0.006901585102081299, | |
| 0.00691758394241333, | |
| 0.00691902494430542, | |
| 0.006888305187225342, | |
| 0.006940305233001709, | |
| 0.006918385028839112, | |
| 0.006911984920501709, | |
| 0.006889265060424804, | |
| 0.006909584045410156, | |
| 0.006894704818725586, | |
| 0.006903025150299072, | |
| 0.006893585205078125, | |
| 0.00690318489074707, | |
| 0.007012784957885742, | |
| 0.006868303775787354, | |
| 0.00685406494140625, | |
| 0.006882225036621094, | |
| 0.0068591852188110355, | |
| 0.006846065044403076, | |
| 0.006861104965209961, | |
| 0.006852944850921631, | |
| 0.006853425025939942, | |
| 0.006893905162811279, | |
| 0.006895665168762207, | |
| 0.0068545441627502444, | |
| 0.006830224990844727, | |
| 0.006846065044403076, | |
| 0.006926545143127441, | |
| 0.006902864933013916, | |
| 0.006873264789581299, | |
| 0.006901104927062988, | |
| 0.006858224868774414, | |
| 0.006899185180664062, | |
| 0.006873105049133301, | |
| 0.006890385150909424, | |
| 0.006878864765167236, | |
| 0.006874545097351074, | |
| 0.006878385066986084, | |
| 0.00687806510925293, | |
| 0.006878544807434082, | |
| 0.00688702392578125, | |
| 0.006867344856262207, | |
| 0.006861744880676269, | |
| 0.006911825180053711, | |
| 0.006894383907318115, | |
| 0.011206536293029786, | |
| 0.004329750061035156, | |
| 0.006849265098571778, | |
| 0.006867825031280517, | |
| 0.006869104862213135, | |
| 0.007054385185241699, | |
| 0.007753743171691895, | |
| 0.007709902763366699, | |
| 0.007736783027648925, | |
| 0.006976144790649414, | |
| 0.006805264949798584, | |
| 0.006874704837799072, | |
| 0.007720462799072266, | |
| 0.007797741889953613, | |
| 0.007770223140716553, | |
| 0.00773982286453247, | |
| 0.007732462882995605, | |
| 0.007718382835388183, | |
| 0.007731822967529297, | |
| 0.00773326301574707, | |
| 0.007380623817443848, | |
| 0.0077326221466064455, | |
| 0.0075769429206848146, | |
| 0.007728783130645752, | |
| 0.007822543144226075, | |
| 0.007379024028778076, | |
| 0.007297903060913086, | |
| 0.0072599840164184574, | |
| 0.007147025108337402 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 141.0947420535096 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |