{
    "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",
            "model": "timm/resnet50.a1_in1k",
            "library": "timm",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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",
            "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": "0.2.0",
            "optimum_benchmark_commit": "2d3261cf9b992810a685ce736f41254a91cd091e",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1823.47776,
                "max_global_vram": 520.372224,
                "max_process_vram": 113478.725632,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 167,
                "total": 0.9967183914184568,
                "mean": 0.0059683736013081265,
                "stdev": 0.0004940107313538313,
                "p50": 0.005848002910614014,
                "p90": 0.006540067005157471,
                "p95": 0.0065633951663970945,
                "p99": 0.007796448822021485,
                "values": [
                    0.00781408405303955,
                    0.0077873640060424805,
                    0.007783843040466309,
                    0.0072870440483093265,
                    0.006600963115692139,
                    0.006596323013305664,
                    0.006538403034210205,
                    0.006537123203277588,
                    0.006539682865142823,
                    0.006567042827606201,
                    0.006539524078369141,
                    0.006552483081817627,
                    0.0065147228240966795,
                    0.006526402950286865,
                    0.0064787230491638184,
                    0.006515363216400147,
                    0.00652720308303833,
                    0.00656160306930542,
                    0.006564163208007813,
                    0.006540643215179443,
                    0.006503522872924805,
                    0.006553604125976563,
                    0.006546883106231689,
                    0.006548003196716308,
                    0.006547362804412842,
                    0.006545923233032227,
                    0.006490242958068848,
                    0.006521283149719238,
                    0.0060425629615783695,
                    0.006012322902679443,
                    0.006238722801208496,
                    0.005876002788543701,
                    0.0058116822242736815,
                    0.005797603130340576,
                    0.006127202987670898,
                    0.005857122898101807,
                    0.005848002910614014,
                    0.0058227219581604,
                    0.005797283172607422,
                    0.005830243110656739,
                    0.005731523036956787,
                    0.005799682140350342,
                    0.005759683132171631,
                    0.00583568286895752,
                    0.005962563037872314,
                    0.005778401851654053,
                    0.005836482048034668,
                    0.006339202880859375,
                    0.008703043937683105,
                    0.005687522888183594,
                    0.005970242977142334,
                    0.005676163196563721,
                    0.005969121932983399,
                    0.006016482830047607,
                    0.005925602912902832,
                    0.005900962829589844,
                    0.005963202953338623,
                    0.0064096031188964845,
                    0.006407362937927246,
                    0.0058651227951049805,
                    0.006201282978057861,
                    0.0061321620941162105,
                    0.006253283023834228,
                    0.0062102432250976565,
                    0.006121603012084961,
                    0.006078883171081543,
                    0.0059307231903076175,
                    0.006077763080596924,
                    0.006073442935943604,
                    0.006021442890167236,
                    0.0060012822151184085,
                    0.006136962890625,
                    0.006262563228607178,
                    0.006271842956542969,
                    0.0062585630416870115,
                    0.006290082931518555,
                    0.006237762928009033,
                    0.006115683078765869,
                    0.0061304030418396,
                    0.0059092831611633305,
                    0.006082083225250244,
                    0.006041121959686279,
                    0.005925602912902832,
                    0.006005602836608887,
                    0.0057348828315734865,
                    0.005742722988128662,
                    0.005533122062683106,
                    0.005532803058624268,
                    0.005499842166900634,
                    0.0055110430717468266,
                    0.005531682968139649,
                    0.00552848196029663,
                    0.0055238428115844725,
                    0.005495841979980469,
                    0.005532163143157959,
                    0.005504162788391114,
                    0.0055302419662475585,
                    0.005539523124694824,
                    0.005518883228302002,
                    0.0055156822204589845,
                    0.0055398430824279785,
                    0.005525122165679932,
                    0.005530083179473877,
                    0.005548323154449463,
                    0.005523201942443848,
                    0.0055398430824279785,
                    0.005556323051452637,
                    0.00576592206954956,
                    0.005513123035430908,
                    0.005514243125915527,
                    0.00552576208114624,
                    0.005690242767333984,
                    0.005533122062683106,
                    0.0055105619430542,
                    0.005541122913360595,
                    0.005535521984100342,
                    0.005548802852630616,
                    0.005543043136596679,
                    0.005536322116851807,
                    0.005547523021697998,
                    0.005523682117462158,
                    0.005535842895507813,
                    0.005519682884216308,
                    0.005528962135314942,
                    0.005536003112792969,
                    0.005532803058624268,
                    0.005817282199859619,
                    0.006269123077392578,
                    0.006292643070220948,
                    0.0062414431571960445,
                    0.005844802856445313,
                    0.005996482849121094,
                    0.006009122848510742,
                    0.006273443222045898,
                    0.006280642986297607,
                    0.00613424301147461,
                    0.0059216017723083495,
                    0.0058033628463745116,
                    0.005788002967834473,
                    0.00585040283203125,
                    0.005779521942138672,
                    0.005811683177947998,
                    0.00568992280960083,
                    0.0058662428855896,
                    0.005682241916656494,
                    0.00589680290222168,
                    0.005706402778625488,
                    0.005873602867126465,
                    0.005719041824340821,
                    0.005814883232116699,
                    0.005778402805328369,
                    0.005512961864471436,
                    0.005530083179473877,
                    0.005530882835388184,
                    0.005563362121582031,
                    0.005522402763366699,
                    0.005545122146606445,
                    0.005505123138427734,
                    0.005733283042907715,
                    0.00552848196029663,
                    0.005497282981872559,
                    0.0055257630348205565,
                    0.0055064020156860355,
                    0.005516802787780762,
                    0.005526401996612549,
                    0.005495841979980469,
                    0.005518562793731689
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 167.54983296970948
            },
            "energy": null,
            "efficiency": null
        }
    }
}