{ "config": { "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.3.1+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": "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": 1077.796864, "max_global_vram": 68702.69952, "max_process_vram": 49305.587712, "max_reserved": 555.74528, "max_allocated": 499.37152 }, "latency": { "unit": "s", "count": 1, "total": 8.5466279296875, "mean": 8.5466279296875, "stdev": 0.0, "p50": 8.5466279296875, "p90": 8.5466279296875, "p95": 8.5466279296875, "p99": 8.5466279296875, "values": [ 8.5466279296875 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1195.17184, "max_global_vram": 68702.69952, "max_process_vram": 212494.860288, "max_reserved": 555.74528, "max_allocated": 499.5072 }, "latency": { "unit": "s", "count": 134, "total": 0.9998122816085814, "mean": 0.007461285683646131, "stdev": 0.0003871370759610165, "p50": 0.007303022384643555, "p90": 0.007945468664169312, "p95": 0.008200260066986084, "p99": 0.008330791540145873, "values": [ 0.007896780014038086, 0.007960300922393799, 0.007785740852355957, 0.007568140983581543, 0.00756318187713623, 0.0076116609573364255, 0.008355660438537598, 0.00743822193145752, 0.007425900936126709, 0.007451662063598633, 0.0073961420059204105, 0.007376942157745361, 0.007392621994018554, 0.007366861820220947, 0.007353102207183838, 0.007343982219696045, 0.0073062219619750976, 0.0073044619560241695, 0.00729678201675415, 0.007269902229309082, 0.00729390287399292, 0.0072663831710815426, 0.00734318208694458, 0.007313261985778809, 0.007323981761932373, 0.007274062156677246, 0.007269422054290772, 0.007309422016143798, 0.007288463115692138, 0.0073252620697021485, 0.00735358190536499, 0.010465093612670898, 0.007447021961212158, 0.0072524619102478025, 0.007253101825714111, 0.00727006196975708, 0.007299502849578857, 0.007288783073425293, 0.007247181892395019, 0.007280302047729492, 0.007265262126922608, 0.007267022132873535, 0.007249261856079102, 0.007253743171691894, 0.007265101909637451, 0.007270701885223389, 0.0072310218811035155, 0.00728782320022583, 0.007279182910919189, 0.00724494218826294, 0.007270701885223389, 0.007252141952514648, 0.007257583141326904, 0.007246383190155029, 0.007252622127532959, 0.007248301982879638, 0.007250542163848877, 0.007243823051452636, 0.007225902080535889, 0.007216142177581787, 0.007280941963195801, 0.0072547030448913575, 0.007371821880340576, 0.007281422138214111, 0.007236782073974609, 0.007296942234039307, 0.00730878210067749, 0.007257903099060058, 0.0072969431877136235, 0.007353261947631836, 0.007289102077484131, 0.007350381851196289, 0.0073540620803833005, 0.007352941989898681, 0.007333102226257324, 0.007347661972045899, 0.007269422054290772, 0.007286702156066895, 0.007299181938171387, 0.007280302047729492, 0.00731646203994751, 0.007288942813873291, 0.007289583206176758, 0.007304141998291016, 0.007309741973876953, 0.007247181892395019, 0.007296942234039307, 0.007274382114410401, 0.00727150297164917, 0.007277422904968261, 0.007319662094116211, 0.007312781810760498, 0.007272141933441162, 0.007246702194213867, 0.008161100387573242, 0.007390861988067627, 0.007278381824493408, 0.007507021903991699, 0.007500621795654297, 0.007295981884002685, 0.007262541770935059, 0.0072635021209716795, 0.0073270220756530766, 0.007263341903686524, 0.007240461826324463, 0.007301902770996094, 0.007267982959747315, 0.007281901836395263, 0.007224142074584961, 0.007223503112792969, 0.007246703147888184, 0.007987339973449708, 0.00823501968383789, 0.00823661994934082, 0.008198860168457032, 0.007591660976409912, 0.007658222198486328, 0.00764782190322876, 0.007629100799560547, 0.0077396612167358395, 0.008280300140380859, 0.008212300300598144, 0.008163820266723633, 0.00818813991546631, 0.00820285987854004, 0.007910860061645509, 0.0077089409828186035, 0.007800780773162842, 0.008151820182800293, 0.007847500801086425, 0.007624620914459228, 0.007720140933990478, 0.007639182090759277, 0.007562860965728759 ] }, "throughput": { "unit": "samples/s", "value": 134.02515898725468 }, "energy": null, "efficiency": null } } }