{
    "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": "0",
            "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": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "77ca106f4cf33f416814fc4a120313d806701176",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 902.156288,
                "max_global_vram": 3128.38144,
                "max_process_vram": 42801.553408,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.01131689453125,
                "mean": 7.01131689453125,
                "stdev": 0.0,
                "p50": 7.01131689453125,
                "p90": 7.01131689453125,
                "p95": 7.01131689453125,
                "p99": 7.01131689453125,
                "values": [
                    7.01131689453125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1011.933184,
                "max_global_vram": 3184.88576,
                "max_process_vram": 226688.475136,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 135,
                "total": 0.9973096351623537,
                "mean": 0.007387478778980395,
                "stdev": 0.00033195073089233224,
                "p50": 0.007211185932159424,
                "p90": 0.007932177066802978,
                "p95": 0.008119073295593261,
                "p99": 0.008418399753570557,
                "values": [
                    0.00854270362854004,
                    0.008163503646850586,
                    0.008154065132141113,
                    0.008101743698120117,
                    0.008020145416259766,
                    0.00791950511932373,
                    0.007947185039520265,
                    0.007936785221099854,
                    0.0076775851249694825,
                    0.007664626121520996,
                    0.0077276649475097655,
                    0.007631346225738526,
                    0.007518385887145996,
                    0.007554386138916016,
                    0.007528945922851562,
                    0.007438066005706787,
                    0.007486705780029297,
                    0.007403985977172851,
                    0.007442066192626953,
                    0.0074631857872009275,
                    0.007507026195526123,
                    0.007543025016784668,
                    0.0074455862045288085,
                    0.007529905796051025,
                    0.007594224929809571,
                    0.0077567858695983885,
                    0.007429746150970459,
                    0.008749743461608887,
                    0.007587026119232178,
                    0.007327987194061279,
                    0.00744286584854126,
                    0.007137746810913086,
                    0.00728398609161377,
                    0.007295506000518799,
                    0.007160306930541992,
                    0.007132145881652832,
                    0.007121427059173584,
                    0.007343505859375,
                    0.007143986225128174,
                    0.007144786834716797,
                    0.007360626220703125,
                    0.0071358270645141605,
                    0.007130705833435059,
                    0.007146546840667725,
                    0.007144465923309327,
                    0.007138707160949707,
                    0.0071422262191772464,
                    0.007346866130828858,
                    0.007146546840667725,
                    0.007143826007843018,
                    0.007129745960235596,
                    0.0071479868888854985,
                    0.0071689457893371585,
                    0.007135026931762696,
                    0.007169745922088623,
                    0.00716974687576294,
                    0.007153266906738281,
                    0.007143025875091553,
                    0.007166707038879395,
                    0.007144946098327637,
                    0.007179027080535889,
                    0.007161426067352295,
                    0.007123507022857666,
                    0.007143667221069336,
                    0.007154225826263428,
                    0.007148467063903809,
                    0.007190546035766601,
                    0.007153747081756592,
                    0.007163825988769531,
                    0.007156146049499512,
                    0.0071719870567321774,
                    0.00714478588104248,
                    0.007137746810913086,
                    0.007135025978088379,
                    0.007175187110900879,
                    0.0071767868995666504,
                    0.007116305828094483,
                    0.007140946865081787,
                    0.00716926622390747,
                    0.007158866882324219,
                    0.007157586097717285,
                    0.007145586013793945,
                    0.0071854271888732914,
                    0.0071574258804321285,
                    0.007123507022857666,
                    0.007139185905456543,
                    0.0071486268043518065,
                    0.007163665771484375,
                    0.007180945873260498,
                    0.007141107082366943,
                    0.007166386127471924,
                    0.007125747203826904,
                    0.00714094591140747,
                    0.00715166711807251,
                    0.0071892662048339846,
                    0.007178865909576416,
                    0.007364146232604981,
                    0.008096944808959962,
                    0.008133745193481446,
                    0.008097265243530273,
                    0.007925264835357666,
                    0.0075769457817077635,
                    0.007563024997711182,
                    0.008112785339355468,
                    0.007566064834594727,
                    0.007665105819702148,
                    0.007669585227966309,
                    0.007649425983428955,
                    0.007609425067901611,
                    0.00758478593826294,
                    0.007390706062316894,
                    0.007195345878601074,
                    0.007197267055511475,
                    0.007211185932159424,
                    0.007190865993499756,
                    0.007210227012634277,
                    0.007259346008300781,
                    0.007211185932159424,
                    0.007183187007904053,
                    0.007217426776885986,
                    0.007241106033325196,
                    0.007244946002960205,
                    0.00723518705368042,
                    0.007245905876159668,
                    0.007201745986938477,
                    0.0072259058952331544,
                    0.007255826950073242,
                    0.007238386154174804,
                    0.007195826053619385,
                    0.0074809460639953616,
                    0.007481105804443359,
                    0.007467666149139404,
                    0.00762046480178833,
                    0.008153424263000489,
                    0.008177103996276856
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 135.36417902753257
            },
            "energy": null,
            "efficiency": null
        }
    }
}