{
    "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_type": "resnet50",
            "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": {},
            "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": "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": "a7a97473b632c48148612a312a4eb89b241c78ba",
            "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": 982.89664,
                "max_global_vram": 2695.733248,
                "max_process_vram": 45875.449856,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.4304736328125,
                "mean": 7.4304736328125,
                "stdev": 0.0,
                "p50": 7.4304736328125,
                "p90": 7.4304736328125,
                "p95": 7.4304736328125,
                "p99": 7.4304736328125,
                "values": [
                    7.4304736328125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1834.049536,
                "max_global_vram": 2801.09056,
                "max_process_vram": 282257.952768,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 138,
                "total": 0.9980753321647644,
                "mean": 0.00723242994322293,
                "stdev": 0.0005504770779941904,
                "p50": 0.006976861953735352,
                "p90": 0.0077895000457763675,
                "p95": 0.008182034873962404,
                "p99": 0.008635853042602538,
                "values": [
                    0.008364779472351074,
                    0.008260137557983398,
                    0.008647337913513183,
                    0.00861325740814209,
                    0.008616297721862794,
                    0.008239018440246581,
                    0.008171978950500489,
                    0.007958539009094238,
                    0.00789054012298584,
                    0.0076460599899291996,
                    0.007933419227600097,
                    0.007491661071777344,
                    0.007411180973052978,
                    0.007353421211242676,
                    0.01058957290649414,
                    0.00806429958343506,
                    0.007803659915924072,
                    0.0077487797737121585,
                    0.007669099807739258,
                    0.007446701049804687,
                    0.007394060134887696,
                    0.007589100837707519,
                    0.007260140895843506,
                    0.007570539951324463,
                    0.007463181018829345,
                    0.007414539813995361,
                    0.007775179862976074,
                    0.007716139793395996,
                    0.007740940093994141,
                    0.007720459938049316,
                    0.007721419811248779,
                    0.007745259761810302,
                    0.007712299823760986,
                    0.007696619987487793,
                    0.007743659973144531,
                    0.007720940113067627,
                    0.007762219905853272,
                    0.007712460041046142,
                    0.007726860046386719,
                    0.00772077989578247,
                    0.007130702018737793,
                    0.007250861167907715,
                    0.007030382156372071,
                    0.007078701019287109,
                    0.006978221893310547,
                    0.006828301906585693,
                    0.0068113431930541994,
                    0.006812302112579346,
                    0.006815822124481201,
                    0.0069723019599914554,
                    0.00683550214767456,
                    0.006821422100067138,
                    0.006818862915039062,
                    0.0068303818702697755,
                    0.007066542148590088,
                    0.006808143138885498,
                    0.006866541862487793,
                    0.006854382038116455,
                    0.0068041419982910155,
                    0.006816623210906983,
                    0.006818702220916748,
                    0.006813101768493653,
                    0.006795503139495849,
                    0.006842223167419434,
                    0.00680830192565918,
                    0.006836301803588867,
                    0.006807501792907715,
                    0.00682062292098999,
                    0.006808142185211182,
                    0.006792141914367676,
                    0.006821903228759765,
                    0.00681358289718628,
                    0.006781102180480957,
                    0.006797101974487305,
                    0.0068046231269836424,
                    0.006787981986999512,
                    0.006975502014160156,
                    0.006975502014160156,
                    0.0068327817916870115,
                    0.006789902210235596,
                    0.006766222953796387,
                    0.006837582111358643,
                    0.006794221878051758,
                    0.006823502063751221,
                    0.006806222915649414,
                    0.0068414220809936525,
                    0.0068113417625427245,
                    0.006815982818603516,
                    0.006807662963867187,
                    0.0068041419982910155,
                    0.006779181957244873,
                    0.0068094229698181154,
                    0.00680062198638916,
                    0.006785741806030273,
                    0.006842542171478272,
                    0.0068063831329345705,
                    0.006809422016143799,
                    0.007696459770202637,
                    0.0077628598213195805,
                    0.0075946998596191405,
                    0.007280780792236328,
                    0.007208780765533447,
                    0.007292140960693359,
                    0.007169742107391358,
                    0.007240622043609619,
                    0.007248140811920166,
                    0.006843822002410889,
                    0.007458381175994873,
                    0.007801259994506836,
                    0.007784460067749023,
                    0.007503980159759521,
                    0.007283660888671875,
                    0.00733518123626709,
                    0.00733358097076416,
                    0.007295341014862061,
                    0.007288300991058349,
                    0.007282381057739258,
                    0.007311340808868408,
                    0.007380461215972901,
                    0.007368300914764404,
                    0.007122701168060303,
                    0.00681358289718628,
                    0.0068108620643615725,
                    0.0068182220458984375,
                    0.00680206298828125,
                    0.006812142848968506,
                    0.006837582111358643,
                    0.0068206219673156735,
                    0.006822062015533447,
                    0.006798542976379394,
                    0.006811340808868408,
                    0.006819662094116211,
                    0.0067953429222106934,
                    0.006820941925048828,
                    0.006817262172698974,
                    0.006819662094116211,
                    0.006803183078765869,
                    0.006842701911926269
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 138.2661163468357
            },
            "energy": null,
            "efficiency": null
        }
    }
}