{
    "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": 957.067264,
                "max_global_vram": 68702.69952,
                "max_process_vram": 45264.879616,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.1591474609375,
                "mean": 8.1591474609375,
                "stdev": 0.0,
                "p50": 8.1591474609375,
                "p90": 8.1591474609375,
                "p95": 8.1591474609375,
                "p99": 8.1591474609375,
                "values": [
                    8.1591474609375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1082.011648,
                "max_global_vram": 68702.69952,
                "max_process_vram": 224903.74144,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 132,
                "total": 1.0011543745994573,
                "mean": 0.007584502837874673,
                "stdev": 0.0004292566322914227,
                "p50": 0.007838650941848754,
                "p90": 0.007963692092895509,
                "p95": 0.008122539520263669,
                "p99": 0.008589225034713745,
                "values": [
                    0.008274251937866212,
                    0.008283371925354005,
                    0.008418412208557128,
                    0.008536011695861816,
                    0.008411372184753418,
                    0.007856491088867188,
                    0.00783889102935791,
                    0.0078384108543396,
                    0.00861313247680664,
                    0.0072984108924865725,
                    0.007314410209655762,
                    0.007367209911346435,
                    0.007254089832305908,
                    0.007227369785308838,
                    0.007247210025787354,
                    0.007194089889526367,
                    0.007196170806884766,
                    0.007229290008544922,
                    0.00724144983291626,
                    0.007247529983520508,
                    0.007233130931854248,
                    0.007244969844818115,
                    0.007247529983520508,
                    0.007240970134735108,
                    0.007234410762786865,
                    0.007214089870452881,
                    0.007253449916839599,
                    0.007285610198974609,
                    0.008720172882080077,
                    0.007212649822235107,
                    0.007037769794464111,
                    0.007066249847412109,
                    0.0070680098533630374,
                    0.007064169883728028,
                    0.007062089920043945,
                    0.007052330017089844,
                    0.0070816102027893065,
                    0.00721136999130249,
                    0.007110889911651611,
                    0.007176169872283936,
                    0.007104810237884522,
                    0.007099370002746582,
                    0.007094890117645264,
                    0.007053770065307617,
                    0.007066569805145264,
                    0.007092010021209716,
                    0.007109449863433838,
                    0.007066249847412109,
                    0.007102250099182129,
                    0.0070590500831604,
                    0.007071209907531738,
                    0.007064010143280029,
                    0.007040649890899658,
                    0.007068809986114502,
                    0.007021289825439453,
                    0.007852651119232178,
                    0.007250569820404053,
                    0.007023849964141846,
                    0.007028329849243164,
                    0.00738336992263794,
                    0.007909292221069337,
                    0.00791697120666504,
                    0.007924971103668212,
                    0.007927530765533448,
                    0.007848491191864013,
                    0.007868171215057373,
                    0.007905611991882324,
                    0.007927051067352295,
                    0.00788081121444702,
                    0.007910891056060791,
                    0.007946731090545655,
                    0.007884811878204346,
                    0.007883211135864258,
                    0.007943370819091796,
                    0.007887371063232422,
                    0.007950571060180664,
                    0.007928492069244385,
                    0.007919530868530273,
                    0.00798737096786499,
                    0.007976810932159423,
                    0.007964332103729248,
                    0.007934091091156005,
                    0.007928811073303222,
                    0.007943850994110107,
                    0.007888011932373047,
                    0.00793121099472046,
                    0.007913451194763183,
                    0.007898090839385986,
                    0.007938090801239014,
                    0.00787585210800171,
                    0.007908811092376709,
                    0.007916491031646728,
                    0.007904651165008545,
                    0.007888970851898193,
                    0.00794353199005127,
                    0.007928811073303222,
                    0.007920011043548584,
                    0.007955690860748292,
                    0.007896811008453368,
                    0.007011849880218506,
                    0.006990409851074218,
                    0.007066090106964112,
                    0.007064330101013184,
                    0.00714976978302002,
                    0.007043529987335205,
                    0.007074570178985596,
                    0.007078410148620606,
                    0.00754417085647583,
                    0.007887051105499268,
                    0.00790337085723877,
                    0.007912812232971191,
                    0.00736097002029419,
                    0.007671531200408936,
                    0.007963691234588623,
                    0.007922251224517823,
                    0.007937451839447022,
                    0.0076105699539184574,
                    0.007929932117462159,
                    0.007933771133422852,
                    0.007998411178588866,
                    0.007883851051330566,
                    0.00796369218826294,
                    0.007943211078643798,
                    0.007977130889892579,
                    0.007946731090545655,
                    0.007974731922149658,
                    0.007945291042327881,
                    0.007930410861968993,
                    0.007345769882202148,
                    0.007323369979858398,
                    0.007384009838104248,
                    0.007315210819244385
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 131.84779825070507
            },
            "energy": null,
            "efficiency": null
        }
    }
}