{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "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": "d0c0a5c5918412583a4f2490ab7e3d1b48375998",
            "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": 902.344704,
                "max_global_vram": 5648.216064,
                "max_process_vram": 46158.352384,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.71535400390625,
                "mean": 7.71535400390625,
                "stdev": 0.0,
                "p50": 7.71535400390625,
                "p90": 7.71535400390625,
                "p95": 7.71535400390625,
                "p99": 7.71535400390625,
                "values": [
                    7.71535400390625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1016.229888,
                "max_global_vram": 896.929792,
                "max_process_vram": 218874.003456,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 134,
                "total": 0.9951767182350162,
                "mean": 0.007426691927126984,
                "stdev": 0.0004402843797999124,
                "p50": 0.00718280053138733,
                "p90": 0.008006992626190186,
                "p95": 0.008132616758346556,
                "p99": 0.008385850467681885,
                "values": [
                    0.008357121467590331,
                    0.00832271957397461,
                    0.008344640731811523,
                    0.00840000057220459,
                    0.00832960033416748,
                    0.008152481079101562,
                    0.008108481407165528,
                    0.008033599853515625,
                    0.008121920585632323,
                    0.007955521106719972,
                    0.007823359966278077,
                    0.007728001117706299,
                    0.0076840009689331055,
                    0.007675360202789307,
                    0.00777328109741211,
                    0.007853439807891846,
                    0.007952480792999268,
                    0.007831521034240722,
                    0.007818399906158447,
                    0.007804000854492187,
                    0.007783360958099365,
                    0.007741600036621094,
                    0.007820960998535156,
                    0.007409440040588379,
                    0.007338881015777588,
                    0.007575840950012207,
                    0.007317279815673828,
                    0.007244640827178955,
                    0.0072568001747131345,
                    0.010393760681152343,
                    0.007585121154785156,
                    0.007161600112915039,
                    0.007169120788574219,
                    0.007123361110687256,
                    0.00717632007598877,
                    0.0071572809219360356,
                    0.0071380801200866695,
                    0.007110560894012451,
                    0.00707151985168457,
                    0.007152801036834717,
                    0.007060000896453858,
                    0.007145440101623535,
                    0.007138881206512451,
                    0.00710975980758667,
                    0.00713792085647583,
                    0.007085599899291992,
                    0.0071769609451293945,
                    0.00707456111907959,
                    0.007177440166473389,
                    0.007128641128540039,
                    0.00717087984085083,
                    0.007167040824890137,
                    0.007138239860534668,
                    0.00741632080078125,
                    0.007849921226501464,
                    0.00716096019744873,
                    0.00715648078918457,
                    0.007188640117645264,
                    0.007355841159820556,
                    0.007185441017150879,
                    0.0071355199813842776,
                    0.0071152009963989255,
                    0.007128479957580566,
                    0.007140161037445069,
                    0.0070767998695373535,
                    0.007132801055908203,
                    0.007175681114196778,
                    0.007153439998626709,
                    0.007078560829162597,
                    0.007149439811706543,
                    0.007117920875549316,
                    0.007101600170135498,
                    0.00711552095413208,
                    0.007121440887451172,
                    0.007168799877166748,
                    0.007326401233673095,
                    0.0070891199111938474,
                    0.007106241226196289,
                    0.00718016004562378,
                    0.007105761051177979,
                    0.007164000988006592,
                    0.0071857600212097165,
                    0.007133921146392822,
                    0.007168479919433594,
                    0.007151521205902099,
                    0.007124959945678711,
                    0.007137761116027832,
                    0.007126561164855957,
                    0.007116960048675537,
                    0.007133921146392822,
                    0.007162720203399658,
                    0.007126080989837647,
                    0.0071171197891235355,
                    0.007145121097564698,
                    0.007169120788574219,
                    0.007134880065917969,
                    0.008013280868530273,
                    0.00799232006072998,
                    0.008019201278686524,
                    0.008017921447753906,
                    0.008050559997558594,
                    0.007649281024932861,
                    0.007547360897064209,
                    0.007403679847717285,
                    0.007401600837707519,
                    0.007382239818572998,
                    0.0074228811264038085,
                    0.007421761035919189,
                    0.007453279972076416,
                    0.007389601230621338,
                    0.007331520080566406,
                    0.00708064079284668,
                    0.007094241142272949,
                    0.0071142401695251465,
                    0.007098880767822266,
                    0.007085599899291992,
                    0.007093441009521484,
                    0.007103199958801269,
                    0.007791680812835693,
                    0.007892480850219727,
                    0.007948959827423096,
                    0.007708480834960937,
                    0.007488639831542969,
                    0.007377120971679687,
                    0.0073355212211608884,
                    0.00745472002029419,
                    0.007464480876922607,
                    0.007480160236358642,
                    0.007468801021575927,
                    0.007446401119232178,
                    0.007492479801177979,
                    0.0074987211227416995,
                    0.007162079811096191,
                    0.007158080101013184
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 134.64945224769139
            },
            "energy": null,
            "efficiency": null
        }
    }
}