{
    "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": "5",
            "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": 1153.49504,
                "max_global_vram": 68702.69952,
                "max_process_vram": 52530.741248,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.8816904296875,
                "mean": 8.8816904296875,
                "stdev": 0.0,
                "p50": 8.8816904296875,
                "p90": 8.8816904296875,
                "p95": 8.8816904296875,
                "p99": 8.8816904296875,
                "values": [
                    8.8816904296875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1237.843968,
                "max_global_vram": 68702.69952,
                "max_process_vram": 110378.950656,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 137,
                "total": 0.9985902907848357,
                "mean": 0.007288980224706829,
                "stdev": 0.0008772662296363623,
                "p50": 0.007093422889709473,
                "p90": 0.00783332567214966,
                "p95": 0.007847117900848388,
                "p99": 0.007933357162475585,
                "values": [
                    0.007777421951293945,
                    0.007886701107025147,
                    0.007769742012023926,
                    0.007814381122589111,
                    0.007931821823120118,
                    0.0073111820220947265,
                    0.007262382984161377,
                    0.00723662281036377,
                    0.007415503025054932,
                    0.007159502983093262,
                    0.007159022808074951,
                    0.007148462772369385,
                    0.007138062953948974,
                    0.007123982906341553,
                    0.007088143825531006,
                    0.0070558228492736816,
                    0.006996623992919922,
                    0.00700270414352417,
                    0.006991504192352295,
                    0.006955023765563965,
                    0.00695630407333374,
                    0.006971823215484619,
                    0.00691758394241333,
                    0.00695854377746582,
                    0.00693614387512207,
                    0.006958064079284668,
                    0.006937102794647217,
                    0.006932623863220215,
                    0.006963823795318604,
                    0.006929583072662353,
                    0.007014224052429199,
                    0.007010383129119873,
                    0.006986224174499512,
                    0.006971662998199463,
                    0.006974224090576172,
                    0.007022222995758057,
                    0.015577883720397949,
                    0.0032631919384002684,
                    0.007335982799530029,
                    0.007269902229309082,
                    0.007309422969818115,
                    0.007420941829681397,
                    0.007543663024902344,
                    0.007469741821289062,
                    0.007867341995239257,
                    0.007841581821441651,
                    0.007844461917877197,
                    0.007857741832733155,
                    0.007816781997680664,
                    0.007833421230316162,
                    0.007833102226257323,
                    0.007820460796356201,
                    0.007934220790863037,
                    0.007844141960144043,
                    0.00782734203338623,
                    0.007721102237701416,
                    0.007804622173309326,
                    0.007819500923156739,
                    0.007841742038726807,
                    0.00782702112197876,
                    0.007824461936950683,
                    0.007833261966705323,
                    0.007828621864318848,
                    0.007795341968536377,
                    0.007657261848449707,
                    0.0074555020332336425,
                    0.0077491021156311036,
                    0.007515821933746338,
                    0.007215662956237793,
                    0.007099822998046875,
                    0.00691326379776001,
                    0.007063343048095703,
                    0.007367662906646729,
                    0.007246383190155029,
                    0.00738798189163208,
                    0.007361583232879639,
                    0.007354543209075927,
                    0.007278223037719727,
                    0.007254062175750732,
                    0.007011184215545654,
                    0.006866543769836426,
                    0.007093422889709473,
                    0.0068923039436340336,
                    0.006863823890686035,
                    0.007071342945098877,
                    0.006875504016876221,
                    0.006861264228820801,
                    0.00686510419845581,
                    0.006853104114532471,
                    0.006873744010925293,
                    0.0068667039871215824,
                    0.006862864017486572,
                    0.0068657431602478025,
                    0.006883024215698242,
                    0.00685374402999878,
                    0.006846704006195068,
                    0.006851823806762696,
                    0.006857264041900635,
                    0.006835982799530029,
                    0.006833903789520264,
                    0.00688430404663086,
                    0.006856304168701172,
                    0.00685422420501709,
                    0.006866064071655274,
                    0.006923503875732422,
                    0.006886864185333252,
                    0.006913262844085694,
                    0.006882863998413086,
                    0.00689134407043457,
                    0.006882703781127929,
                    0.006907022953033447,
                    0.006905263900756836,
                    0.006889584064483642,
                    0.006875504016876221,
                    0.006899182796478272,
                    0.006884463787078857,
                    0.006904463768005371,
                    0.006873104095458984,
                    0.006909742832183838,
                    0.006862864017486572,
                    0.006857583999633789,
                    0.007772461891174316,
                    0.007816940784454345,
                    0.00785790205001831,
                    0.0075907020568847655,
                    0.007255023002624512,
                    0.007236942768096923,
                    0.007077582836151123,
                    0.006967503070831299,
                    0.007822701930999756,
                    0.007809582233428955,
                    0.007841422080993652,
                    0.007803182125091553,
                    0.007815660953521729,
                    0.007837421894073486,
                    0.007826859951019288,
                    0.007570702075958252
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.19340280419283
            },
            "energy": null,
            "efficiency": null
        }
    }
}