{
    "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": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1107.615744,
                "max_global_vram": 68702.69952,
                "max_process_vram": 41762.004992,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.1000986328125,
                "mean": 8.1000986328125,
                "stdev": 0.0,
                "p50": 8.1000986328125,
                "p90": 8.1000986328125,
                "p95": 8.1000986328125,
                "p99": 8.1000986328125,
                "values": [
                    8.1000986328125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1192.026112,
                "max_global_vram": 68702.69952,
                "max_process_vram": 113416.00768,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 137,
                "total": 0.9973984777927395,
                "mean": 0.007280280859801022,
                "stdev": 0.0013842576660346025,
                "p50": 0.007112299919128418,
                "p90": 0.007603657817840576,
                "p95": 0.0077778347969055155,
                "p99": 0.008001680297851562,
                "values": [
                    0.007376299858093262,
                    0.007409899234771728,
                    0.00760333776473999,
                    0.007694057941436768,
                    0.0077386989593505855,
                    0.0075582189559936525,
                    0.0076287779808044435,
                    0.007441419124603272,
                    0.007596458911895752,
                    0.007383978843688964,
                    0.007604137897491455,
                    0.007635179042816162,
                    0.007567179203033447,
                    0.007289899826049805,
                    0.007328939914703369,
                    0.007299018859863281,
                    0.007287819862365722,
                    0.007342060089111328,
                    0.007289258956909179,
                    0.007262700080871582,
                    0.007236299991607666,
                    0.007317899227142334,
                    0.00719133996963501,
                    0.007207980155944824,
                    0.007332620143890381,
                    0.0075316581726074215,
                    0.007364140033721924,
                    0.0073886198997497555,
                    0.007264938831329346,
                    0.007278378963470459,
                    0.007555179119110108,
                    0.007269739151000976,
                    0.007207180023193359,
                    0.007115019798278809,
                    0.007117420196533203,
                    0.007087339878082275,
                    0.007096459865570068,
                    0.007061900138854981,
                    0.007067180156707763,
                    0.007072299957275391,
                    0.007068940162658691,
                    0.00710237979888916,
                    0.007112299919128418,
                    0.007311338901519775,
                    0.007338699817657471,
                    0.007072299957275391,
                    0.007071020126342774,
                    0.007067180156707763,
                    0.007097259998321533,
                    0.0074235000610351565,
                    0.007532458782196045,
                    0.007412138938903808,
                    0.0075441389083862305,
                    0.007430219173431397,
                    0.007420938968658447,
                    0.007427019119262695,
                    0.007109260082244873,
                    0.007075660228729248,
                    0.0070588598251342775,
                    0.007038219928741455,
                    0.007080140113830566,
                    0.007065899848937988,
                    0.0070802998542785645,
                    0.007307019233703613,
                    0.007128779888153076,
                    0.0071182198524475096,
                    0.007109739780426025,
                    0.007088779926300049,
                    0.007093900203704834,
                    0.007137578964233398,
                    0.007085420131683349,
                    0.007068940162658691,
                    0.007074059963226319,
                    0.007055339813232422,
                    0.007067820072174072,
                    0.0070755000114440915,
                    0.007064620018005371,
                    0.007025260925292969,
                    0.007090219974517822,
                    0.007076620101928711,
                    0.0070804600715637205,
                    0.007057899951934814,
                    0.0070540599822998045,
                    0.007044940948486328,
                    0.0070806207656860356,
                    0.007068780899047852,
                    0.007039980888366699,
                    0.007064300060272217,
                    0.007035339832305908,
                    0.007059820175170898,
                    0.007059500217437744,
                    0.007063660144805908,
                    0.007050859928131104,
                    0.007048460006713867,
                    0.0070681400299072265,
                    0.007059340000152588,
                    0.007048140048980713,
                    0.007058700084686279,
                    0.007056139945983887,
                    0.007061100006103516,
                    0.021463939666748047,
                    0.002335192918777466,
                    0.0023411130905151368,
                    0.005236626148223877,
                    0.007067500114440918,
                    0.0070870199203491215,
                    0.00710830020904541,
                    0.007086699962615967,
                    0.007982216835021972,
                    0.007934378147125245,
                    0.00795213794708252,
                    0.008011817932128906,
                    0.007481578826904297,
                    0.007511497974395752,
                    0.007536139011383057,
                    0.007524939060211182,
                    0.007979176998138427,
                    0.007983657836914062,
                    0.007532618045806885,
                    0.00764349889755249,
                    0.007694697856903076,
                    0.007501099109649658,
                    0.0074567790031433104,
                    0.007540617942810059,
                    0.00745405912399292,
                    0.007231180191040039,
                    0.007059659957885742,
                    0.007056459903717041,
                    0.007186859130859375,
                    0.007056780815124512,
                    0.00705518102645874,
                    0.007072461128234863,
                    0.007060300827026367,
                    0.007061580181121826,
                    0.007086540222167969,
                    0.0070731000900268555,
                    0.007081901073455811
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.35733816556785
            },
            "energy": null,
            "efficiency": null
        }
    }
}