{
    "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": "76a02351fb822bf768d5e23c9b8129d5e0d491b2",
            "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,
            "llama_cpp_version": null,
            "llama_cpp_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 982.929408,
                "max_global_vram": 2114.629632,
                "max_process_vram": 48121.757696,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.32798876953125,
                "mean": 7.32798876953125,
                "stdev": 0.0,
                "p50": 7.32798876953125,
                "p90": 7.32798876953125,
                "p95": 7.32798876953125,
                "p99": 7.32798876953125,
                "values": [
                    7.32798876953125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1830.535168,
                "max_global_vram": 2226.028544,
                "max_process_vram": 323923.623936,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 131,
                "total": 0.9998893637657164,
                "mean": 0.007632743234852799,
                "stdev": 0.0003684653657201143,
                "p50": 0.007528542995452881,
                "p90": 0.008172215461730957,
                "p95": 0.008256773471832275,
                "p99": 0.00874295988082885,
                "values": [
                    0.008367092132568359,
                    0.008228854179382324,
                    0.008116214752197266,
                    0.00827733325958252,
                    0.008172215461730957,
                    0.007961818218231201,
                    0.007996057033538818,
                    0.008046296119689942,
                    0.008085655212402345,
                    0.007933658123016357,
                    0.007910297870635987,
                    0.007863258838653565,
                    0.00818085479736328,
                    0.007787899971008301,
                    0.007746620178222656,
                    0.007971898078918457,
                    0.007682301044464111,
                    0.007670621871948242,
                    0.007663421154022217,
                    0.00766278076171875,
                    0.0076359019279479984,
                    0.007627901077270508,
                    0.0076423010826110836,
                    0.007627902030944825,
                    0.00766326093673706,
                    0.007676061153411865,
                    0.007655261993408203,
                    0.007629662036895752,
                    0.00819621467590332,
                    0.007997976779937745,
                    0.007944857120513916,
                    0.009680834770202637,
                    0.008904046058654785,
                    0.007503583908081055,
                    0.007573503017425537,
                    0.007386145114898682,
                    0.007376064777374267,
                    0.007400865077972412,
                    0.0073946242332458495,
                    0.007396385192871093,
                    0.007317825794219971,
                    0.007521183967590332,
                    0.007561822891235351,
                    0.007602141857147217,
                    0.00754006290435791,
                    0.007377025127410889,
                    0.007412543773651123,
                    0.007425024032592774,
                    0.007399744033813477,
                    0.007545342922210693,
                    0.007408225059509278,
                    0.007584221839904785,
                    0.007422783851623535,
                    0.007429344177246094,
                    0.00746230411529541,
                    0.007462143898010254,
                    0.007415904045104981,
                    0.007260066032409668,
                    0.0074827828407287595,
                    0.007239266872406006,
                    0.007244866847991943,
                    0.007241507053375244,
                    0.007256226062774658,
                    0.007314145088195801,
                    0.007274785995483399,
                    0.007312066078186035,
                    0.007318146228790283,
                    0.0073392648696899414,
                    0.007275745868682861,
                    0.007316386222839356,
                    0.007548061847686768,
                    0.0073325448036193844,
                    0.007310306072235108,
                    0.007352066040039062,
                    0.007333506107330323,
                    0.007357184886932373,
                    0.007507583141326904,
                    0.007659261226654053,
                    0.007602141857147217,
                    0.007309346199035644,
                    0.007453023910522461,
                    0.007281986236572266,
                    0.00727414608001709,
                    0.007309025764465332,
                    0.007528542995452881,
                    0.0073197450637817385,
                    0.007342784881591797,
                    0.007303586006164551,
                    0.007321186065673828,
                    0.007503583908081055,
                    0.007300065994262695,
                    0.007308385848999024,
                    0.007304865837097168,
                    0.007298145771026611,
                    0.007503583908081055,
                    0.007511423110961914,
                    0.007538622856140137,
                    0.007285826206207276,
                    0.007479263782501221,
                    0.007318625926971436,
                    0.0072943072319030765,
                    0.007466464042663574,
                    0.007348065853118897,
                    0.007484384059906006,
                    0.007314146041870117,
                    0.007341825008392334,
                    0.0074477438926696775,
                    0.0083178129196167,
                    0.008233174324035645,
                    0.008243574142456054,
                    0.007916858196258545,
                    0.008117975234985352,
                    0.007993017196655273,
                    0.007877499103546142,
                    0.00793573808670044,
                    0.00793653678894043,
                    0.007906618118286133,
                    0.007836059093475341,
                    0.007828059196472168,
                    0.007708061218261719,
                    0.007554782867431641,
                    0.007412545204162598,
                    0.007649342060089112,
                    0.008258773803710937,
                    0.008261974334716798,
                    0.008254773139953613,
                    0.007753980159759521,
                    0.00772774076461792,
                    0.007614302158355713,
                    0.007522943019866943,
                    0.00753046178817749
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 131.01449495035786
            },
            "energy": null,
            "efficiency": null
        }
    }
}