{ "config": { "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.2.2+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": "4", "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": "error", "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": "0.33.0", "accelerate_commit": null, "diffusers_version": "0.30.1", "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": 907.993088, "max_global_vram": 841.8304, "max_process_vram": 46028.054528, "max_reserved": 555.74528, "max_allocated": 499.37152 }, "latency": { "unit": "s", "count": 1, "total": 7.525109375, "mean": 7.525109375, "stdev": 0.0, "p50": 7.525109375, "p90": 7.525109375, "p95": 7.525109375, "p99": 7.525109375, "values": [ 7.525109375 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1018.51136, "max_global_vram": 897.728512, "max_process_vram": 226690.592768, "max_reserved": 555.74528, "max_allocated": 499.5072 }, "latency": { "unit": "s", "count": 132, "total": 1.0009831891059877, "mean": 0.007583205978075663, "stdev": 0.00033265533508388106, "p50": 0.007503650903701782, "p90": 0.00768840184211731, "p95": 0.007906232857704162, "p99": 0.008613343048095704, "values": [ 0.008227808952331543, 0.00795948886871338, 0.007511170864105224, 0.0076114897727966304, 0.00757693099975586, 0.007685090065002441, 0.007721731185913086, 0.008635167121887208, 0.007703010082244873, 0.007559650897979736, 0.007576450824737548, 0.007688769817352295, 0.0077031698226928715, 0.007664451122283936, 0.0076369309425354005, 0.007593571186065674, 0.007595330238342285, 0.007566531181335449, 0.0076174111366271976, 0.007545411109924316, 0.007503490924835205, 0.007483490943908691, 0.007533411026000977, 0.007521730899810791, 0.0075538911819458005, 0.007472930908203125, 0.007511490821838379, 0.007501091003417969, 0.0075679712295532225, 0.007560931205749512, 0.007574690818786621, 0.010706358909606934, 0.007906848907470704, 0.007441091060638428, 0.00745933198928833, 0.007446531772613525, 0.007667970180511474, 0.007482211112976075, 0.0076015710830688475, 0.007451810836791992, 0.0074502120018005375, 0.007463811874389648, 0.0074663710594177245, 0.007463010787963867, 0.0074718108177185055, 0.007468931198120117, 0.007455491065979004, 0.007464292049407959, 0.007491812229156494, 0.007487812042236328, 0.007473731994628906, 0.007438051223754883, 0.007473250865936279, 0.007450850963592529, 0.007434371948242187, 0.007444131851196289, 0.007487491130828857, 0.007450050830841064, 0.007470850944519043, 0.00746557092666626, 0.007470850944519043, 0.007455652236938477, 0.007449411869049073, 0.007462370872497559, 0.007418530941009522, 0.007632451057434082, 0.007508290767669678, 0.007519011974334717, 0.007568291187286377, 0.007554211139678955, 0.007563011169433594, 0.007509891033172607, 0.007516770839691162, 0.007483490943908691, 0.007483170986175537, 0.00749885082244873, 0.007465890884399414, 0.007905728816986084, 0.007755650043487549, 0.0075042910575866695, 0.007444131851196289, 0.007449252128601074, 0.007494211196899414, 0.007501091003417969, 0.007497890949249268, 0.0074871711730957035, 0.007463490962982178, 0.007446371078491211, 0.007468131065368653, 0.007472290992736817, 0.007518691062927246, 0.007484130859375, 0.007478372097015381, 0.0074742121696472165, 0.007553730964660645, 0.007541571140289307, 0.007520930767059326, 0.007523011207580566, 0.007470691204071045, 0.007470370769500733, 0.007521891117095948, 0.007466851234436035, 0.00750653076171875, 0.007547811031341552, 0.007433250904083252, 0.007558530807495118, 0.007523011207580566, 0.007520451068878174, 0.007471012115478516, 0.007453250885009766, 0.007873569011688232, 0.007668450832366943, 0.007665890216827393, 0.0075023708343505855, 0.007539970874786377, 0.007493890762329101, 0.007498210906982422, 0.007470850944519043, 0.007503810882568359, 0.0075354909896850585, 0.007499330997467041, 0.007503011226654053, 0.007507491111755371, 0.007469251155853272, 0.0075442900657653805, 0.007541571140289307, 0.0075159711837768555, 0.0075223708152771, 0.007499331951141357, 0.007484131813049316, 0.008564766883850097, 0.008490688323974609 ] }, "throughput": { "unit": "samples/s", "value": 131.8703465119067 }, "energy": null, "efficiency": null } } }