{
    "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": 1082014.490624,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-122-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": "0.5.0.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.2",
            "transformers_commit": null,
            "accelerate_version": "1.0.1",
            "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": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1178.374144,
                "max_global_vram": 68702.69952,
                "max_process_vram": 6540.791808,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.4579150085449219
                ],
                "count": 1,
                "total": 0.4579150085449219,
                "mean": 0.4579150085449219,
                "p50": 0.4579150085449219,
                "p90": 0.4579150085449219,
                "p95": 0.4579150085449219,
                "p99": 0.4579150085449219,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1262.77632,
                "max_global_vram": 68702.69952,
                "max_process_vram": 121210.023936,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.008673254966735839,
                    0.007741898059844971,
                    0.007657738208770752,
                    0.007824457168579102,
                    0.00808509635925293,
                    0.007651497840881347,
                    0.00785133695602417,
                    0.007881577014923096,
                    0.007856297016143798,
                    0.008075656890869141,
                    0.007717096805572509,
                    0.008008457183837891,
                    0.007933577060699464,
                    0.007955337047576904,
                    0.007944777011871337,
                    0.007940776824951172,
                    0.007974536895751953,
                    0.008068937301635742,
                    0.007861416816711425,
                    0.007867496967315674,
                    0.007596618175506592,
                    0.007719497203826905,
                    0.007323019027709961,
                    0.007142539024353027,
                    0.007167658805847168,
                    0.007954377174377442,
                    0.0077162981033325195,
                    0.007927337169647216,
                    0.007651496887207032,
                    0.008155656814575194,
                    0.007793416976928711,
                    0.007757896900177002,
                    0.0077658982276916505,
                    0.007882377147674561,
                    0.008014216423034667,
                    0.007726858139038086,
                    0.007519497871398926,
                    0.007434217929840088,
                    0.007481739044189453,
                    0.007225419044494629,
                    0.007418378829956055,
                    0.007349738121032715,
                    0.007422218799591065,
                    0.0071956591606140135,
                    0.007360298156738282,
                    0.007345579147338867,
                    0.007553738117218017,
                    0.007274699211120605,
                    0.007534218788146973,
                    0.007591338157653809,
                    0.00724061918258667,
                    0.007398378849029541,
                    0.0072414188385009765,
                    0.007230538845062256,
                    0.0072218990325927735,
                    0.007496778011322021,
                    0.007503017902374267,
                    0.007532618045806885,
                    0.007544618129730224,
                    0.00755853796005249,
                    0.007560458183288574,
                    0.007369739055633545,
                    0.007487178802490235,
                    0.00760333776473999,
                    0.0074276580810546874,
                    0.007395338058471679,
                    0.007552618026733398,
                    0.007656618118286133,
                    0.007733578205108642,
                    0.007535337924957275,
                    0.007603658199310303,
                    0.007552298069000244,
                    0.007564777851104736,
                    0.007513419151306152,
                    0.007594697952270508,
                    0.007348938941955567,
                    0.007368779182434082,
                    0.0071319789886474605,
                    0.007149899005889892,
                    0.007165258884429932,
                    0.007168458938598633,
                    0.007191499233245849,
                    0.007202538967132568,
                    0.0073998188972473145,
                    0.007177099227905274,
                    0.007170538902282714,
                    0.007367979049682618,
                    0.007403018951416015,
                    0.007455818176269531,
                    0.0074114990234375,
                    0.007211658954620361,
                    0.00719645881652832,
                    0.007203178882598877,
                    0.0074079780578613285,
                    0.007203818798065186,
                    0.007845097064971924,
                    0.007351338863372803,
                    0.007220298767089844,
                    0.00724445915222168,
                    0.007208138942718506,
                    0.00721277904510498,
                    0.007217419147491455,
                    0.007228138923645019,
                    0.007203818798065186,
                    0.007196619033813477,
                    0.007227818965911865,
                    0.007253579139709473,
                    0.007256938934326172,
                    0.007258859157562256,
                    0.007215498924255371,
                    0.007207018852233887,
                    0.007203498840332031,
                    0.00723901891708374,
                    0.007210538864135742,
                    0.0072138991355896,
                    0.007216779232025147,
                    0.007193899154663086,
                    0.007199338912963867,
                    0.007219499111175537,
                    0.007212938785552979,
                    0.007187499046325684,
                    0.007176299095153809,
                    0.007209098815917968,
                    0.007203818798065186,
                    0.007211338996887207,
                    0.007179978847503662,
                    0.007176619052886963,
                    0.007174058914184571,
                    0.007200139045715332,
                    0.007218539237976074,
                    0.00722317886352539,
                    0.0071985387802124025,
                    0.007211818218231201,
                    0.007211978912353516
                ],
                "count": 134,
                "total": 1.0000686163902284,
                "mean": 0.0074631986297778235,
                "p50": 0.007382538557052612,
                "p90": 0.00791384916305542,
                "p95": 0.00798640899658203,
                "p99": 0.008132371864318847,
                "stdev": 0.0002943124363334606,
                "stdev_": 3.943516057031731
            },
            "throughput": {
                "unit": "samples/s",
                "value": 133.99080603456613
            },
            "energy": null,
            "efficiency": null
        }
    }
}