{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+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": 1082014.482432,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-122-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": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.1",
            "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": "0.13.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1177.645056,
                "max_global_vram": 68702.69952,
                "max_process_vram": 8046.747648,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.49851388549804687
                ],
                "count": 1,
                "total": 0.49851388549804687,
                "mean": 0.49851388549804687,
                "p50": 0.49851388549804687,
                "p90": 0.49851388549804687,
                "p95": 0.49851388549804687,
                "p99": 0.49851388549804687,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1262.022656,
                "max_global_vram": 68702.69952,
                "max_process_vram": 111922.950144,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.007880980014801026,
                    0.007016336917877198,
                    0.007075218200683594,
                    0.0070174579620361326,
                    0.007063537120819092,
                    0.0070363378524780276,
                    0.006968818187713623,
                    0.007036817073822021,
                    0.006983858108520508,
                    0.0070409770011901854,
                    0.006996656894683838,
                    0.006935378074645996,
                    0.007035377025604248,
                    0.00729137897491455,
                    0.007160818099975586,
                    0.007148978233337403,
                    0.007168498039245606,
                    0.007131856918334961,
                    0.007182737827301025,
                    0.007028337001800537,
                    0.006968818187713623,
                    0.007004656791687012,
                    0.006983538150787353,
                    0.006967536926269531,
                    0.007002097129821777,
                    0.00704705810546875,
                    0.006968496799468994,
                    0.00697057819366455,
                    0.007039857864379883,
                    0.006995216846466064,
                    0.006984657764434814,
                    0.006983376979827881,
                    0.0069966578483581544,
                    0.0069937782287597654,
                    0.007001936912536621,
                    0.006997777938842774,
                    0.006991696834564209,
                    0.006977458000183106,
                    0.006989616870880127,
                    0.006978096961975097,
                    0.006982257843017578,
                    0.006962417125701904,
                    0.006979057788848877,
                    0.007008817195892334,
                    0.007024656772613525,
                    0.006971538066864014,
                    0.006970097064971923,
                    0.006985618114471436,
                    0.006963376998901367,
                    0.006948338031768799,
                    0.00697633695602417,
                    0.006943697929382324,
                    0.00696049690246582,
                    0.020252052307128905,
                    0.0023136060237884523,
                    0.0023065659999847413,
                    0.005149133205413818,
                    0.007005937099456787,
                    0.007023697853088379,
                    0.007011537075042725,
                    0.0069980969429016115,
                    0.006968657970428466,
                    0.0070006570816040035,
                    0.007058097839355469,
                    0.0069990577697753905,
                    0.006997776985168457,
                    0.006998737812042236,
                    0.007015857219696045,
                    0.00697201681137085,
                    0.0069912180900573734,
                    0.006992016792297363,
                    0.007028178215026855,
                    0.007003217220306396,
                    0.007029457092285156,
                    0.007007058143615723,
                    0.0070000171661376955,
                    0.006981617927551269,
                    0.006985618114471436,
                    0.007015857219696045,
                    0.007002737998962403,
                    0.006963857173919678,
                    0.006957777976989746,
                    0.006981616973876953,
                    0.006964498043060303,
                    0.006969137191772461,
                    0.006967536926269531,
                    0.006987698078155517,
                    0.006965776920318603,
                    0.006933938026428223,
                    0.006949777126312256,
                    0.006982898235321045,
                    0.006983216762542725,
                    0.006962098121643066,
                    0.006965297222137451,
                    0.006963218212127685,
                    0.00698289680480957,
                    0.006953938007354736,
                    0.006953617095947265,
                    0.006985137939453125,
                    0.006969296932220459,
                    0.006966738224029541,
                    0.007040977954864502,
                    0.006975536823272705,
                    0.006957297801971436,
                    0.0069571371078491215,
                    0.0069814581871032715,
                    0.007005297183990479,
                    0.006977458000183106,
                    0.006996177196502686,
                    0.00700721788406372,
                    0.0070150580406188965,
                    0.007008817195892334,
                    0.007025777816772461,
                    0.006993137836456299,
                    0.006996817111968994,
                    0.00699681806564331,
                    0.007015857219696045,
                    0.006976498126983643,
                    0.006994897842407226,
                    0.00697361707687378,
                    0.006988337993621826,
                    0.006995697021484375,
                    0.006969138145446778,
                    0.006964016914367676,
                    0.006979218006134033,
                    0.006952816963195801,
                    0.006967058181762695,
                    0.00696049690246582,
                    0.006977137088775635,
                    0.006980497837066651,
                    0.006989296913146973,
                    0.006974897861480713,
                    0.006998897075653076,
                    0.006990577220916748,
                    0.006970737934112549,
                    0.007017937183380127,
                    0.006990417957305908,
                    0.006999375820159912,
                    0.006978257179260254,
                    0.006982257843017578,
                    0.0069883370399475096,
                    0.00700065803527832
                ],
                "count": 142,
                "total": 0.9966503372192382,
                "mean": 0.007018664346614353,
                "p50": 0.006988337516784668,
                "p90": 0.007039553785324097,
                "p95": 0.0071290249824523914,
                "p99": 0.007639243588447573,
                "stdev": 0.0012561793473112575,
                "stdev_": 17.897697984620255
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.4772507439222
            },
            "energy": null,
            "efficiency": null
        }
    }
}