{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "timm",
            "model": "timm/resnet50.a1_in1k",
            "processor": "timm/resnet50.a1_in1k",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "hub_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,
            "latency": true,
            "memory": 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": "0.2.1",
            "optimum_benchmark_commit": "d920fe9626db1e7915f6d3574b5b54b0159cd100",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1833.463808,
                "max_global_vram": 541.270016,
                "max_process_vram": 102408.33536,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 155,
                "total": 0.9987163572311403,
                "mean": 0.006443331336975097,
                "stdev": 0.0002393393741146364,
                "p50": 0.006395186901092529,
                "p90": 0.006526706409454346,
                "p95": 0.006598642587661743,
                "p99": 0.007831801719665528,
                "values": [
                    0.007871823787689209,
                    0.007839663982391358,
                    0.007825104236602784,
                    0.00781886386871338,
                    0.006687507152557373,
                    0.006558705806732177,
                    0.006487987041473389,
                    0.0065286259651184085,
                    0.0064979071617126466,
                    0.0064649472236633304,
                    0.006454545974731446,
                    0.006469586849212647,
                    0.006435027122497558,
                    0.006423507213592529,
                    0.006435026168823242,
                    0.006453426837921142,
                    0.006456787109375,
                    0.0064606270790100095,
                    0.00643678617477417,
                    0.006428627014160157,
                    0.006392467021942139,
                    0.006412467002868652,
                    0.006396146774291992,
                    0.0064391870498657225,
                    0.006392147064208984,
                    0.006415506839752197,
                    0.006434226989746094,
                    0.006414707183837891,
                    0.006410067081451416,
                    0.006423826217651367,
                    0.006343667030334473,
                    0.006379986763000488,
                    0.006368146896362305,
                    0.006549266815185547,
                    0.006420307159423828,
                    0.006368146896362305,
                    0.006394707202911377,
                    0.0063889470100402836,
                    0.006388307094573975,
                    0.006472466945648193,
                    0.006419507026672364,
                    0.006390067100524902,
                    0.006414546966552735,
                    0.006396146774291992,
                    0.006416626930236816,
                    0.006416787147521972,
                    0.006450225830078125,
                    0.006419826984405517,
                    0.006403186798095703,
                    0.006418867111206055,
                    0.006385426998138427,
                    0.006392786979675293,
                    0.006376307010650634,
                    0.006356146812438965,
                    0.006410067081451416,
                    0.0064702267646789555,
                    0.006473587036132812,
                    0.006520465850830078,
                    0.006606226921081543,
                    0.006565266132354737,
                    0.006598066806793213,
                    0.006595026016235352,
                    0.006523827075958252,
                    0.006596625804901123,
                    0.0065033469200134275,
                    0.006490386009216308,
                    0.006521266937255859,
                    0.006506227016448975,
                    0.006420306205749512,
                    0.006439346790313721,
                    0.006411986827850342,
                    0.006395186901092529,
                    0.006362387180328369,
                    0.00639134693145752,
                    0.006364626884460449,
                    0.006387667179107666,
                    0.006346386909484863,
                    0.0063351869583129885,
                    0.006378547191619873,
                    0.006363027095794678,
                    0.0063535871505737305,
                    0.00638750696182251,
                    0.006387826919555664,
                    0.006657906055450439,
                    0.006595346927642822,
                    0.006599986076354981,
                    0.006465267181396484,
                    0.006465907096862793,
                    0.006450706005096436,
                    0.006492786884307862,
                    0.0064465470314025875,
                    0.006382067203521729,
                    0.0063822269439697266,
                    0.006397747039794922,
                    0.00639838695526123,
                    0.006427826881408691,
                    0.006353746891021728,
                    0.006359346866607666,
                    0.006396146774291992,
                    0.006396626949310303,
                    0.006380786895751953,
                    0.006409266948699951,
                    0.006404306888580322,
                    0.006402387142181397,
                    0.0064158267974853515,
                    0.0063731069564819335,
                    0.006397747039794922,
                    0.006407347202301026,
                    0.006414707183837891,
                    0.006343667030334473,
                    0.006372467041015625,
                    0.00630670690536499,
                    0.006372306823730469,
                    0.0063547067642211914,
                    0.0063566269874572754,
                    0.006383027076721191,
                    0.0062996668815612795,
                    0.006354066848754883,
                    0.0063094267845153805,
                    0.006322707176208496,
                    0.006328947067260742,
                    0.006300467014312744,
                    0.006321907043457031,
                    0.006356307029724121,
                    0.006312946796417237,
                    0.0063371071815490725,
                    0.006383347034454346,
                    0.006369747161865234,
                    0.006324467182159424,
                    0.00633502721786499,
                    0.006326066970825195,
                    0.0063449468612670895,
                    0.0063657469749450685,
                    0.0063158278465271,
                    0.006310067176818848,
                    0.0063284668922424315,
                    0.006315347194671631,
                    0.006334066867828369,
                    0.006315826892852783,
                    0.006339026927947998,
                    0.006337427139282227,
                    0.006352947235107422,
                    0.0063395071029663085,
                    0.006312787055969238,
                    0.006303347110748291,
                    0.006326706886291504,
                    0.0063327870368957515,
                    0.006344147205352783,
                    0.0063071870803833,
                    0.006340625762939453,
                    0.006358067035675049,
                    0.006337427139282227,
                    0.006335987091064453,
                    0.006346066951751709,
                    0.006324467182159424
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 155.1992203569439
            },
            "energy": null,
            "efficiency": null
        }
    }
}