{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+rocm6.1",
            "_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": "4",
            "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": 1470.2592,
                "max_global_vram": 68702.69952,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.078953125,
                "mean": 8.078953125,
                "stdev": 0.0,
                "p50": 8.078953125,
                "p90": 8.078953125,
                "p95": 8.078953125,
                "p99": 8.078953125,
                "values": [
                    8.078953125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1555.574784,
                "max_global_vram": 68702.69952,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 128,
                "total": 0.9963833065032959,
                "mean": 0.007784244582056999,
                "stdev": 0.0003685639911602619,
                "p50": 0.007665731191635132,
                "p90": 0.008096770191192627,
                "p95": 0.008421000957489013,
                "p99": 0.008592459239959717,
                "values": [
                    0.008286528587341309,
                    0.008060769081115722,
                    0.007843970775604248,
                    0.008004770278930665,
                    0.007963010787963867,
                    0.007755170822143555,
                    0.007594212055206299,
                    0.007560451030731202,
                    0.007507011890411377,
                    0.007488451957702637,
                    0.007485412120819092,
                    0.0074666919708251955,
                    0.007492611885070801,
                    0.0074337320327758786,
                    0.007458531856536865,
                    0.010555959701538086,
                    0.007740770816802979,
                    0.00754445219039917,
                    0.007520932197570801,
                    0.007705251216888428,
                    0.007503171920776367,
                    0.0074759721755981445,
                    0.007661730766296387,
                    0.007490211963653564,
                    0.007521252155303955,
                    0.00766093111038208,
                    0.007865090847015381,
                    0.007863329887390138,
                    0.007996769905090332,
                    0.007920609951019288,
                    0.007945250034332276,
                    0.007990690231323242,
                    0.007894690036773682,
                    0.007914050102233887,
                    0.007701731204986572,
                    0.007683170795440674,
                    0.007717891216278076,
                    0.008035490036010742,
                    0.00790684986114502,
                    0.007948450088500977,
                    0.007699010848999023,
                    0.00750189208984375,
                    0.007500611782073975,
                    0.007704451084136963,
                    0.007712451934814453,
                    0.007812931060791015,
                    0.007956769943237305,
                    0.007903170108795167,
                    0.007922369956970215,
                    0.00787437105178833,
                    0.00806300926208496,
                    0.007961249828338623,
                    0.008058850288391112,
                    0.007933730125427247,
                    0.007923490047454834,
                    0.007957409858703614,
                    0.008100130081176759,
                    0.007956610202789307,
                    0.00795021104812622,
                    0.008170370101928712,
                    0.008109088897705077,
                    0.007938210010528565,
                    0.008095330238342285,
                    0.007890851020812988,
                    0.008082368850708007,
                    0.00804444980621338,
                    0.008133249282836914,
                    0.007977890014648438,
                    0.007943329811096191,
                    0.008128450393676758,
                    0.00802428913116455,
                    0.00792301082611084,
                    0.007832130908966065,
                    0.007677250862121582,
                    0.0076620512008667,
                    0.007669411182403565,
                    0.007518372058868408,
                    0.00750573205947876,
                    0.007508292198181153,
                    0.007517092227935791,
                    0.0075167717933654786,
                    0.007513251781463623,
                    0.00752973222732544,
                    0.007512132167816162,
                    0.0075290918350219725,
                    0.007535011768341065,
                    0.0075223708152771,
                    0.007518692016601563,
                    0.007517251968383789,
                    0.007534211158752442,
                    0.007514212131500244,
                    0.007495652198791504,
                    0.00752717113494873,
                    0.00753629207611084,
                    0.007513572216033935,
                    0.007510851860046386,
                    0.007527172088623047,
                    0.0075188522338867185,
                    0.007529572010040283,
                    0.007536931991577149,
                    0.0075214109420776365,
                    0.007527011871337891,
                    0.007527812004089356,
                    0.007510531902313233,
                    0.007531332015991211,
                    0.007511171817779541,
                    0.007512931823730469,
                    0.007638370990753174,
                    0.0076514921188354495,
                    0.007626370906829834,
                    0.007597250938415527,
                    0.007619011878967285,
                    0.007611492156982422,
                    0.007657731056213379,
                    0.007632451057434082,
                    0.007630691051483154,
                    0.007619011878967285,
                    0.0076174111366271976,
                    0.007609890937805176,
                    0.007629251956939697,
                    0.007818050861358642,
                    0.008544608116149903,
                    0.008551008224487304,
                    0.00859500789642334,
                    0.008561887741088868,
                    0.00858556842803955,
                    0.008493409156799317,
                    0.008002368927001954
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 128.4646171453863
            },
            "energy": null,
            "efficiency": null
        }
    }
}