{ "config": { "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.2.0.dev20231010+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "multiple-choice", "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": "0.12.0", "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 956.383232, "max_global_vram": 68702.69952, "max_process_vram": 41703.87456, "max_reserved": 555.74528, "max_allocated": 499.37152 }, "latency": { "unit": "s", "count": 1, "total": 7.91174365234375, "mean": 7.91174365234375, "stdev": 0.0, "p50": 7.91174365234375, "p90": 7.91174365234375, "p95": 7.91174365234375, "p99": 7.91174365234375, "values": [ 7.91174365234375 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1081.07776, "max_global_vram": 68702.69952, "max_process_vram": 219747.463168, "max_reserved": 555.74528, "max_allocated": 499.5072 }, "latency": { "unit": "s", "count": 130, "total": 0.9963564047813417, "mean": 0.00766428003677955, "stdev": 0.00043312579796081475, "p50": 0.007578813076019287, "p90": 0.008133102321624756, "p95": 0.008163318347930907, "p99": 0.009014449777603148, "values": [ 0.008190093994140625, 0.008132814407348633, 0.008138092994689941, 0.008520813941955566, 0.00825361442565918, 0.007792333126068115, 0.007778573036193848, 0.007800014019012451, 0.00908321475982666, 0.007588333129882813, 0.007919212818145753, 0.007493611812591553, 0.0073206529617309574, 0.00717713212966919, 0.007338091850280761, 0.007143372058868408, 0.007392013072967529, 0.007527853012084961, 0.0073489718437194824, 0.007142092227935791, 0.007160011768341064, 0.007217292785644531, 0.007186731815338135, 0.006986892223358155, 0.009315534591674805, 0.008846094131469726, 0.007479372978210449, 0.00736193323135376, 0.0073020920753479, 0.007392012119293213, 0.007697292804718018, 0.0075025720596313475, 0.007248813152313232, 0.0074027318954467776, 0.007405292987823486, 0.007680172920227051, 0.007583852767944336, 0.007432332038879394, 0.008128334045410156, 0.008027214050292969, 0.007371531963348389, 0.007651853084564209, 0.007589773178100586, 0.00781665277481079, 0.007576813220977783, 0.007985454082489013, 0.007773932933807373, 0.007727532863616943, 0.00791761302947998, 0.007331693172454834, 0.008135693550109863, 0.008116012573242187, 0.008143854141235352, 0.008123534202575684, 0.008122734069824219, 0.007830732822418213, 0.00791009283065796, 0.008166414260864258, 0.007824334144592285, 0.008091532707214355, 0.00806641387939453, 0.008108174324035645, 0.008099533081054688, 0.008154414176940917, 0.008050414085388183, 0.007580812931060791, 0.008159534454345703, 0.008101452827453613, 0.008119853973388672, 0.008145454406738282, 0.00805489444732666, 0.007949613094329833, 0.0076595330238342285, 0.008045133590698242, 0.007237932205200195, 0.0073726530075073245, 0.007193612098693848, 0.007268171787261963, 0.007400332927703857, 0.0073556919097900395, 0.007570572853088379, 0.00720993185043335, 0.007240171909332275, 0.007252973079681396, 0.007223691940307617, 0.007215372085571289, 0.007368972778320312, 0.007409932136535645, 0.007169931888580322, 0.0071918520927429196, 0.007195052146911621, 0.007212972164154053, 0.007147051811218262, 0.007371212959289551, 0.007551053047180176, 0.007159852027893067, 0.0071606521606445315, 0.00720993185043335, 0.007208652019500732, 0.00717553186416626, 0.007184332847595215, 0.007421291828155517, 0.007193451881408692, 0.007211692810058594, 0.007175211906433106, 0.0071875319480895995, 0.007170571804046631, 0.007176971912384033, 0.007161452770233155, 0.007699532985687256, 0.007992652893066407, 0.008072653770446777, 0.008014093399047852, 0.00809537410736084, 0.007610252857208252, 0.0074155330657958984, 0.00803713321685791, 0.008004014015197753, 0.008098573684692382, 0.008095533370971679, 0.008005454063415527, 0.008099854469299317, 0.008084333419799805, 0.008083053588867187, 0.008112334251403808, 0.008008493423461913, 0.007434253215789795, 0.007509772777557373, 0.007475690841674805, 0.007511053085327148 ] }, "throughput": { "unit": "samples/s", "value": 130.4753995419235 }, "energy": null, "efficiency": null } } }