{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+rocm6.1",
            "_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": "4",
            "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": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1387.43808,
                "max_global_vram": 68702.69952,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.89338232421875,
                "mean": 7.89338232421875,
                "stdev": 0.0,
                "p50": 7.89338232421875,
                "p90": 7.89338232421875,
                "p95": 7.89338232421875,
                "p99": 7.89338232421875,
                "values": [
                    7.89338232421875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1512.984576,
                "max_global_vram": 68702.69952,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 127,
                "total": 1.002293522357941,
                "mean": 0.007892074979196383,
                "stdev": 0.0004478581805233672,
                "p50": 0.007641573905944824,
                "p90": 0.008383234596252441,
                "p95": 0.008632177925109863,
                "p99": 0.008667272548675537,
                "values": [
                    0.008615489959716796,
                    0.008375971794128419,
                    0.008439332008361817,
                    0.008649090766906738,
                    0.008392610549926759,
                    0.008351011276245117,
                    0.0083530912399292,
                    0.008263651847839355,
                    0.00818957233428955,
                    0.008140771865844727,
                    0.008127971649169922,
                    0.008086531639099122,
                    0.008009411811828614,
                    0.007935012817382812,
                    0.007907012939453124,
                    0.00792477321624756,
                    0.007892292976379394,
                    0.007913413047790528,
                    0.007971333026885987,
                    0.007969411849975586,
                    0.007936613082885742,
                    0.007913893222808837,
                    0.007955172061920167,
                    0.007932612895965576,
                    0.007917733192443847,
                    0.008000131607055663,
                    0.007948933124542236,
                    0.00796125316619873,
                    0.007948132991790771,
                    0.011377080917358399,
                    0.007872453212738037,
                    0.007630373954772949,
                    0.007646852970123291,
                    0.007623814105987549,
                    0.007641573905944824,
                    0.00760685396194458,
                    0.007601893901824951,
                    0.0076023731231689455,
                    0.0076241340637207035,
                    0.0076050939559936526,
                    0.007601093769073486,
                    0.007607493877410889,
                    0.007597733974456787,
                    0.0076124539375305176,
                    0.007599813938140869,
                    0.007598534107208252,
                    0.0075911741256713865,
                    0.007604134082794189,
                    0.007591494083404541,
                    0.00759261417388916,
                    0.0075935740470886234,
                    0.00759645414352417,
                    0.0076198139190673825,
                    0.007618053913116455,
                    0.007595493793487549,
                    0.007591973781585693,
                    0.007594054222106934,
                    0.007569414138793945,
                    0.007590373992919922,
                    0.007586854934692383,
                    0.007935973167419433,
                    0.007942052841186523,
                    0.007929412841796876,
                    0.007595173835754395,
                    0.007596774101257324,
                    0.007614533901214599,
                    0.007609414100646973,
                    0.007615173816680908,
                    0.007602374076843262,
                    0.007608774185180664,
                    0.0075935740470886234,
                    0.0075886139869689945,
                    0.0076081337928771975,
                    0.007593894004821777,
                    0.00795357322692871,
                    0.007979172229766846,
                    0.00799565315246582,
                    0.007980291843414306,
                    0.007614694118499756,
                    0.007613574028015137,
                    0.007636134147644043,
                    0.007619974136352539,
                    0.007623653888702392,
                    0.007602374076843262,
                    0.007583174228668213,
                    0.007582374095916748,
                    0.00756429386138916,
                    0.00758445405960083,
                    0.007584934234619141,
                    0.007604934215545654,
                    0.007578053951263428,
                    0.0075905342102050785,
                    0.007613893985748291,
                    0.007614054203033447,
                    0.007601414203643799,
                    0.0075868539810180664,
                    0.007570693969726563,
                    0.007593093872070312,
                    0.007587974071502686,
                    0.007628293037414551,
                    0.0076052541732788085,
                    0.007616454124450683,
                    0.007596933841705322,
                    0.007762692928314209,
                    0.008091651916503906,
                    0.007959012985229491,
                    0.008117732048034667,
                    0.008074531555175781,
                    0.008115971565246582,
                    0.008013092994689941,
                    0.00793837308883667,
                    0.007778532981872558,
                    0.008077252388000488,
                    0.008097731590270996,
                    0.008087171554565429,
                    0.008344451904296874,
                    0.008651009559631348,
                    0.008670849800109863,
                    0.008389090538024902,
                    0.008293572425842286,
                    0.008593889236450195,
                    0.008639329910278321,
                    0.00865709114074707,
                    0.008307331085205078,
                    0.008450051307678223,
                    0.0083793306350708,
                    0.008655810356140136
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 126.70938918294792
            },
            "energy": null,
            "efficiency": null
        }
    }
}