{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+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": "5",
            "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": 1077.960704,
                "max_global_vram": 68702.69952,
                "max_process_vram": 49928.712192,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.3533671875,
                "mean": 8.3533671875,
                "stdev": 0.0,
                "p50": 8.3533671875,
                "p90": 8.3533671875,
                "p95": 8.3533671875,
                "p99": 8.3533671875,
                "values": [
                    8.3533671875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1195.511808,
                "max_global_vram": 68702.69952,
                "max_process_vram": 236600.823808,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 131,
                "total": 0.9996019585132602,
                "mean": 0.007630549301627937,
                "stdev": 0.00114982502623717,
                "p50": 0.007452141761779785,
                "p90": 0.00811341953277588,
                "p95": 0.008333020210266114,
                "p99": 0.013423088550567574,
                "values": [
                    0.008163021087646485,
                    0.007897261142730714,
                    0.007748301982879639,
                    0.007790862083435058,
                    0.007745902061462403,
                    0.007722381114959717,
                    0.008543020248413085,
                    0.007630062103271484,
                    0.0075527820587158205,
                    0.015567803382873535,
                    0.003924150943756103,
                    0.007461102962493896,
                    0.0074219021797180176,
                    0.00741198205947876,
                    0.0073775830268859866,
                    0.007368621826171875,
                    0.007399343013763428,
                    0.007390061855316162,
                    0.007385743141174316,
                    0.00739182186126709,
                    0.007415021896362305,
                    0.007429422855377198,
                    0.00742238187789917,
                    0.0074054222106933595,
                    0.0073975830078125,
                    0.007399342060089111,
                    0.007390062808990478,
                    0.00742382287979126,
                    0.007443501949310303,
                    0.007486221790313721,
                    0.0074913430213928225,
                    0.007549263000488281,
                    0.007520782947540283,
                    0.007462382793426514,
                    0.007438062191009521,
                    0.007414381980895996,
                    0.007400463104248047,
                    0.0074323019981384275,
                    0.010147656440734863,
                    0.007905420780181884,
                    0.007504782199859619,
                    0.007556781768798828,
                    0.008040781021118165,
                    0.007644621849060058,
                    0.007735980987548828,
                    0.007902221202850342,
                    0.00758718204498291,
                    0.007618222236633301,
                    0.007561582088470459,
                    0.007605102062225342,
                    0.0077161421775817874,
                    0.007685741901397705,
                    0.007551503181457519,
                    0.007703022003173828,
                    0.0075553421974182125,
                    0.007585581779479981,
                    0.0075283021926879886,
                    0.007609422206878662,
                    0.007638862133026123,
                    0.007884460926055908,
                    0.0075406222343444825,
                    0.007692942142486572,
                    0.0075339021682739255,
                    0.007578862190246582,
                    0.007591661930084229,
                    0.007552941799163818,
                    0.00761774206161499,
                    0.007573262214660644,
                    0.007418062210083008,
                    0.007463342189788819,
                    0.007415183067321777,
                    0.007452141761779785,
                    0.0074819021224975584,
                    0.007454223155975341,
                    0.007452622890472412,
                    0.00744686222076416,
                    0.007433422088623047,
                    0.007409903049468994,
                    0.007467341899871826,
                    0.007447502136230469,
                    0.007421742916107177,
                    0.0074414219856262205,
                    0.00741902208328247,
                    0.0074167828559875484,
                    0.007407341957092285,
                    0.007378382205963135,
                    0.007401583194732666,
                    0.00739070177078247,
                    0.007436303138732911,
                    0.007383182048797608,
                    0.007386541843414306,
                    0.007394543170928955,
                    0.007366062164306641,
                    0.007349102973937988,
                    0.007451342105865478,
                    0.007388143062591552,
                    0.0074039831161499025,
                    0.007435021877288818,
                    0.014826845169067383,
                    0.0024027140140533447,
                    0.006296144962310791,
                    0.007383983135223388,
                    0.007409582138061524,
                    0.0073830227851867675,
                    0.007376303195953369,
                    0.007405101776123047,
                    0.007334222793579101,
                    0.007384781837463379,
                    0.007350062847137451,
                    0.007371342182159424,
                    0.007401103019714355,
                    0.007368943214416504,
                    0.007366062164306641,
                    0.007357903003692627,
                    0.007407822132110596,
                    0.007385262966156006,
                    0.007409902095794678,
                    0.007367982864379883,
                    0.007586542129516601,
                    0.008344941139221192,
                    0.008305580139160156,
                    0.00827645969390869,
                    0.008336460113525391,
                    0.00811341953277588,
                    0.007711341857910156,
                    0.007688621044158936,
                    0.007720302104949952,
                    0.00818462085723877,
                    0.0083455810546875,
                    0.008289580345153808,
                    0.008329580307006836
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 131.052164198278
            },
            "energy": null,
            "efficiency": null
        }
    }
}