{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.2.0.dev20231010+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "timm",
            "model_type": "resnet50",
            "model": "timm/resnet50.a1_in1k",
            "processor": "timm/resnet50.a1_in1k",
            "device": "cuda",
            "device_ids": "6",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": false,
            "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": 1031.278592,
                "max_global_vram": 68702.69952,
                "max_process_vram": 45655.318528,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.6083916015625,
                "mean": 8.6083916015625,
                "stdev": 0.0,
                "p50": 8.6083916015625,
                "p90": 8.6083916015625,
                "p95": 8.6083916015625,
                "p99": 8.6083916015625,
                "values": [
                    8.6083916015625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1128.472576,
                "max_global_vram": 68702.69952,
                "max_process_vram": 115987.849216,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 144,
                "total": 0.9984352102279659,
                "mean": 0.006933577848805321,
                "stdev": 0.005428491810341498,
                "p50": 0.006760574579238891,
                "p90": 0.0073779200553894045,
                "p95": 0.007441830968856811,
                "p99": 0.01775035532951344,
                "values": [
                    0.0077225761413574215,
                    0.007447854995727539,
                    0.007467055797576904,
                    0.0073787360191345215,
                    0.007381615161895752,
                    0.007376016139984131,
                    0.0073244948387145995,
                    0.00732593584060669,
                    0.0072816147804260255,
                    0.007231215000152588,
                    0.007165615081787109,
                    0.02455173110961914,
                    0.002248805046081543,
                    0.002249764919281006,
                    0.00367376708984375,
                    0.007244015216827392,
                    0.0069540939331054685,
                    0.007054893970489502,
                    0.006969295024871826,
                    0.006950894832611084,
                    0.007041454792022705,
                    0.007064175128936767,
                    0.007086094856262207,
                    0.007045134067535401,
                    0.007024814128875732,
                    0.006948174953460694,
                    0.00698497486114502,
                    0.006933454036712646,
                    0.006932013988494873,
                    0.0069611349105834965,
                    0.0072174549102783205,
                    0.00700785493850708,
                    0.007008174896240235,
                    0.0069515337944030765,
                    0.007143694877624512,
                    0.006909133911132813,
                    0.008181137084960937,
                    0.006960494995117188,
                    0.0068184142112731935,
                    0.0069467339515686035,
                    0.0068168148994445805,
                    0.0067761740684509275,
                    0.006769134044647217,
                    0.006789935111999512,
                    0.0069254541397094724,
                    0.00675585412979126,
                    0.006758415222167969,
                    0.00677825403213501,
                    0.006764013767242432,
                    0.006768974781036377,
                    0.006789934158325195,
                    0.006798254013061523,
                    0.006756494998931885,
                    0.006762733936309814,
                    0.00674817419052124,
                    0.006803693771362304,
                    0.007209615230560303,
                    0.006984173774719238,
                    0.007342095851898193,
                    0.006901934146881104,
                    0.006800014019012451,
                    0.0069534540176391605,
                    0.006785774230957031,
                    0.008443697929382325,
                    0.008734578132629395,
                    0.006935854911804199,
                    0.006808653831481933,
                    0.0065486540794372555,
                    0.006750254154205322,
                    0.006848495006561279,
                    0.006676973819732666,
                    0.006557454109191894,
                    0.006515693187713623,
                    0.006506093978881836,
                    0.0065582537651062015,
                    0.0068048138618469235,
                    0.0065388941764831544,
                    0.00654081392288208,
                    0.006536334037780762,
                    0.006527692794799805,
                    0.006524013996124268,
                    0.006512013912200928,
                    0.006522414207458496,
                    0.006537612915039063,
                    0.006514893054962158,
                    0.006520974159240723,
                    0.006540334224700928,
                    0.006513453960418701,
                    0.006512332916259766,
                    0.006536173820495606,
                    0.006671053886413574,
                    0.006683534145355225,
                    0.0065833740234375,
                    0.006772493839263916,
                    0.006696014881134033,
                    0.0065548930168151855,
                    0.006547214031219483,
                    0.006525774002075196,
                    0.006531054019927978,
                    0.006531054019927978,
                    0.00654705286026001,
                    0.006534093856811523,
                    0.006536814212799072,
                    0.006674734115600586,
                    0.006562893867492676,
                    0.006534093856811523,
                    0.006551853179931641,
                    0.006510733127593994,
                    0.0065601739883422855,
                    0.00652497386932373,
                    0.006531054019927978,
                    0.06688877868652343,
                    0.0022473649978637694,
                    0.002255204916000366,
                    0.002252324104309082,
                    0.00226096510887146,
                    0.00224512505531311,
                    0.0022544050216674804,
                    0.002255523920059204,
                    0.00226480507850647,
                    0.0022460849285125734,
                    0.0022475249767303467,
                    0.002251204013824463,
                    0.0022704050540924073,
                    0.005759372234344483,
                    0.007313936233520508,
                    0.007387694835662842,
                    0.0073910560607910155,
                    0.0073972949981689455,
                    0.007407694816589355,
                    0.007371056079864502,
                    0.007407535076141358,
                    0.007323376178741455,
                    0.006524174213409424,
                    0.006525292873382569,
                    0.006527853965759277,
                    0.006513934135437011,
                    0.006527534008026123,
                    0.0065310530662536625,
                    0.006572493076324463,
                    0.0065310530662536625,
                    0.006523054122924804,
                    0.006527534008026123,
                    0.006494732856750488
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 144.22568287342492
            },
            "energy": null,
            "efficiency": null
        }
    }
}