{
    "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": "9337b863a5d9e4991ca83847e6c2f66a543b52d9",
            "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": 902.455296,
                "max_global_vram": 841.781248,
                "max_process_vram": 40916.19328,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.05895556640625,
                "mean": 7.05895556640625,
                "stdev": 0.0,
                "p50": 7.05895556640625,
                "p90": 7.05895556640625,
                "p95": 7.05895556640625,
                "p99": 7.05895556640625,
                "values": [
                    7.05895556640625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1016.6272,
                "max_global_vram": 896.958464,
                "max_process_vram": 211088.40448,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 135,
                "total": 0.9958553743362426,
                "mean": 0.007376706476564762,
                "stdev": 0.00034072678864836397,
                "p50": 0.00722285795211792,
                "p90": 0.007783561038970948,
                "p95": 0.007939879941940307,
                "p99": 0.008094990463256835,
                "values": [
                    0.007607497215270996,
                    0.00765805721282959,
                    0.00791981601715088,
                    0.007893896102905274,
                    0.008011655807495117,
                    0.007848775863647461,
                    0.007832456111907958,
                    0.007807177066802978,
                    0.007842856884002686,
                    0.0076372561454772945,
                    0.007717576980590821,
                    0.007561097145080567,
                    0.007531816959381103,
                    0.007515976905822754,
                    0.007415657043457031,
                    0.007419817924499512,
                    0.007381416797637939,
                    0.007392938137054443,
                    0.007427017211914063,
                    0.007380618095397949,
                    0.007428456783294677,
                    0.0073449378013610836,
                    0.007386376857757568,
                    0.007352297782897949,
                    0.007513576984405517,
                    0.007484617233276367,
                    0.010089409828186036,
                    0.007986695766448974,
                    0.007191497802734375,
                    0.007174697875976563,
                    0.007189417839050293,
                    0.007200778961181641,
                    0.007187819004058838,
                    0.007117737770080566,
                    0.007209897994995117,
                    0.007147337913513184,
                    0.007191977977752686,
                    0.007140139102935791,
                    0.0071498980522155765,
                    0.007157577991485596,
                    0.007160458087921142,
                    0.007149417877197265,
                    0.007203497886657715,
                    0.007209578037261963,
                    0.007369897842407227,
                    0.007179977893829345,
                    0.007223018169403076,
                    0.00723485803604126,
                    0.007197257995605469,
                    0.007204617977142334,
                    0.007167978763580322,
                    0.007211658954620361,
                    0.007199337959289551,
                    0.007202218055725098,
                    0.007176137924194336,
                    0.007208777904510498,
                    0.00717261791229248,
                    0.007215338230133057,
                    0.0072086181640625,
                    0.007200617790222168,
                    0.00714893913269043,
                    0.007199337959289551,
                    0.007195017814636231,
                    0.007196777820587158,
                    0.007349738121032715,
                    0.007195018768310547,
                    0.0072476577758789065,
                    0.007166537761688232,
                    0.007222537994384766,
                    0.007264138221740723,
                    0.00717645788192749,
                    0.007187178134918213,
                    0.007186378002166748,
                    0.007213257789611817,
                    0.007195337772369385,
                    0.007210698127746582,
                    0.007124138832092285,
                    0.007151817798614502,
                    0.0072263779640197754,
                    0.007212458133697509,
                    0.007215817928314209,
                    0.007174697875976563,
                    0.007221737861633301,
                    0.007208457946777344,
                    0.007231818199157715,
                    0.007176299095153809,
                    0.007175818920135498,
                    0.007162858009338379,
                    0.007196457862854004,
                    0.00722013807296753,
                    0.007183338165283203,
                    0.007194858074188232,
                    0.007157419204711914,
                    0.007161738872528076,
                    0.00722285795211792,
                    0.007200778007507324,
                    0.007312297821044922,
                    0.008041894912719727,
                    0.008104455947875977,
                    0.007748136997222901,
                    0.007653896808624268,
                    0.007586856842041015,
                    0.007654695987701416,
                    0.007631816864013672,
                    0.008046854972839355,
                    0.008076616287231445,
                    0.007910855770111084,
                    0.007691336154937744,
                    0.007651337146759033,
                    0.007479657173156738,
                    0.007517736911773681,
                    0.007516616821289062,
                    0.007548457145690918,
                    0.007605416774749756,
                    0.007601896762847901,
                    0.007370058059692383,
                    0.007235177993774414,
                    0.007209897994995117,
                    0.007244297981262207,
                    0.0072233381271362305,
                    0.0071830182075500485,
                    0.007170537948608399,
                    0.00723533821105957,
                    0.007228618144989014,
                    0.0072074980735778804,
                    0.00720701789855957,
                    0.007221257209777832,
                    0.007208137989044189,
                    0.007273898124694824,
                    0.007283658027648926,
                    0.007256298065185547,
                    0.007248618125915527,
                    0.00727741813659668,
                    0.00722237777709961,
                    0.007248777866363526
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 135.561853135532
            },
            "energy": null,
            "efficiency": null
        }
    }
}