{
    "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": 1153.630208,
                "max_global_vram": 68702.69952,
                "max_process_vram": 51281.711104,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.7701279296875,
                "mean": 8.7701279296875,
                "stdev": 0.0,
                "p50": 8.7701279296875,
                "p90": 8.7701279296875,
                "p95": 8.7701279296875,
                "p99": 8.7701279296875,
                "values": [
                    8.7701279296875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1237.991424,
                "max_global_vram": 68702.69952,
                "max_process_vram": 101152.055296,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 135,
                "total": 0.9949865832328795,
                "mean": 0.00737027098691022,
                "stdev": 0.0002959082368241479,
                "p50": 0.007224301815032959,
                "p90": 0.007846923923492432,
                "p95": 0.008127563095092773,
                "p99": 0.008272548847198486,
                "values": [
                    0.00837549877166748,
                    0.007803339958190918,
                    0.00766494083404541,
                    0.007746220111846924,
                    0.007654059886932373,
                    0.007724141120910645,
                    0.007611821174621582,
                    0.007663340091705322,
                    0.007580300807952881,
                    0.007550061225891113,
                    0.007416780948638916,
                    0.007417420864105225,
                    0.007450060844421387,
                    0.007414220809936523,
                    0.0073555011749267575,
                    0.0072959809303283696,
                    0.007271502017974853,
                    0.007234220981597901,
                    0.00723566198348999,
                    0.00720750093460083,
                    0.00732462215423584,
                    0.007308781147003174,
                    0.007460781097412109,
                    0.007522700786590576,
                    0.007336141109466553,
                    0.007281421184539795,
                    0.007295981884002685,
                    0.007192781925201416,
                    0.007233101844787598,
                    0.007292301177978516,
                    0.007217582225799561,
                    0.007270700931549072,
                    0.007219821929931641,
                    0.007184782028198242,
                    0.007323501110076905,
                    0.0072420620918273925,
                    0.007256141185760498,
                    0.007191341876983642,
                    0.0072844610214233396,
                    0.007263341903686524,
                    0.00722094202041626,
                    0.007285901069641113,
                    0.007217422008514405,
                    0.007195820808410644,
                    0.007205902099609375,
                    0.007198222160339355,
                    0.007191182136535645,
                    0.007333741188049316,
                    0.0072329421043395995,
                    0.007225420951843262,
                    0.007201101779937744,
                    0.0072113418579101566,
                    0.0072140607833862305,
                    0.007215181827545166,
                    0.007195820808410644,
                    0.007205902099609375,
                    0.007195662021636963,
                    0.007213421821594238,
                    0.007224301815032959,
                    0.007201100826263428,
                    0.0071947021484375,
                    0.007176301002502441,
                    0.0071900620460510255,
                    0.007336620807647705,
                    0.007283182144165039,
                    0.0072723011970520016,
                    0.0072329421043395995,
                    0.007207981109619141,
                    0.007213741779327393,
                    0.007211501121520996,
                    0.0071809420585632324,
                    0.007198061943054199,
                    0.007199182033538819,
                    0.007210062026977539,
                    0.007202860832214356,
                    0.007209422111511231,
                    0.007197900772094727,
                    0.007179502010345459,
                    0.007198701858520508,
                    0.007186221122741699,
                    0.007179821968078613,
                    0.007151341915130615,
                    0.007189900875091553,
                    0.007187022209167481,
                    0.007179341793060303,
                    0.007174861907958984,
                    0.007185582160949707,
                    0.007170062065124511,
                    0.0071950221061706544,
                    0.007211822032928467,
                    0.007179660797119141,
                    0.007178542137145996,
                    0.0071595020294189455,
                    0.0071687808036804196,
                    0.007181901931762696,
                    0.00718654203414917,
                    0.007209580898284912,
                    0.007160622119903565,
                    0.007197900772094727,
                    0.007671181201934814,
                    0.007212460994720459,
                    0.007247181892395019,
                    0.007212780952453614,
                    0.007203341960906983,
                    0.0074478211402893065,
                    0.00719710111618042,
                    0.007207982063293457,
                    0.007225581169128418,
                    0.007230542182922363,
                    0.007213740825653076,
                    0.007239021778106689,
                    0.007177422046661377,
                    0.0072047820091247555,
                    0.007221261978149414,
                    0.007190540790557861,
                    0.007529901027679443,
                    0.008335979461669921,
                    0.008148618698120117,
                    0.008111498832702636,
                    0.008149418830871582,
                    0.008058059692382812,
                    0.007511980056762695,
                    0.00753662109375,
                    0.007875979900360108,
                    0.008109898567199706,
                    0.008075819969177247,
                    0.008128458976745606,
                    0.008094859123229981,
                    0.008137739181518555,
                    0.008127179145812988,
                    0.008132139205932616,
                    0.0075689411163330075,
                    0.007320781230926513,
                    0.0072092609405517575,
                    0.007230381011962891
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 135.68022149742177
            },
            "energy": null,
            "efficiency": null
        }
    }
}