{
    "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": "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": {},
            "hub_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,
            "latency": true,
            "memory": 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": "c895bf73a88625eb69457460ea71175ef52a6cb9",
            "transformers_version": "4.42.3",
            "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
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1831.95648,
                "max_global_vram": 520.650752,
                "max_process_vram": 71861.69856,
                "max_reserved": 148.897792,
                "max_allocated": 113.520128
            },
            "latency": {
                "unit": "s",
                "count": 137,
                "total": 0.999270767211914,
                "mean": 0.00729394720592638,
                "stdev": 0.0003656932181471119,
                "p50": 0.007132147789001465,
                "p90": 0.007877106666564942,
                "p95": 0.00805364990234375,
                "p99": 0.00826382556915283,
                "values": [
                    0.007979186058044433,
                    0.008025586128234863,
                    0.008171666145324706,
                    0.008114706039428711,
                    0.00815678596496582,
                    0.008114385604858398,
                    0.008050705909729004,
                    0.007769587039947509,
                    0.007308466911315918,
                    0.007280148029327392,
                    0.007030548095703125,
                    0.007262547969818115,
                    0.0072855868339538575,
                    0.007059827804565429,
                    0.0070585479736328125,
                    0.00709630823135376,
                    0.0070323081016540525,
                    0.00711726713180542,
                    0.007134387969970703,
                    0.007132147789001465,
                    0.007111348152160644,
                    0.007162868022918701,
                    0.007133587837219239,
                    0.007132308006286621,
                    0.007067187786102295,
                    0.007074707984924316,
                    0.007115828037261963,
                    0.007075828075408935,
                    0.007047667980194092,
                    0.0070695881843566896,
                    0.007038387775421142,
                    0.007266228199005127,
                    0.007091347217559814,
                    0.009593744277954102,
                    0.008315665245056152,
                    0.007011827945709229,
                    0.007140468120574952,
                    0.0073798270225524905,
                    0.007181747913360596,
                    0.006981428146362305,
                    0.007198387145996093,
                    0.007171988010406494,
                    0.007005268096923828,
                    0.007243186950683594,
                    0.007200788021087647,
                    0.007090707778930664,
                    0.00730830717086792,
                    0.007282227993011475,
                    0.007288787841796875,
                    0.0071907081604003905,
                    0.007235668182373047,
                    0.007092467784881592,
                    0.0072827072143554685,
                    0.007325108051300049,
                    0.0071195068359375,
                    0.007318227767944336,
                    0.007462546825408935,
                    0.007262707233428955,
                    0.00711102819442749,
                    0.007030548095703125,
                    0.007096148014068603,
                    0.007077587127685547,
                    0.0070871877670288085,
                    0.007105587959289551,
                    0.007037747859954834,
                    0.0071007881164550785,
                    0.007108306884765625,
                    0.00710718822479248,
                    0.0071625480651855465,
                    0.007158866882324219,
                    0.0070865478515625,
                    0.007100627899169922,
                    0.007066708087921142,
                    0.007061267852783203,
                    0.0076099071502685545,
                    0.007283987998962402,
                    0.0072159872055053715,
                    0.006996627807617188,
                    0.007449747085571289,
                    0.007916147232055665,
                    0.007915825843811035,
                    0.00785310697555542,
                    0.0073847870826721194,
                    0.007411346912384033,
                    0.007409427165985107,
                    0.007859187126159668,
                    0.007966065883636474,
                    0.007903985977172852,
                    0.007772467136383057,
                    0.007523666858673095,
                    0.007539186954498291,
                    0.00751630687713623,
                    0.007406386852264404,
                    0.007455827236175537,
                    0.007415987968444824,
                    0.007455986976623535,
                    0.007601906776428222,
                    0.00716750717163086,
                    0.007118867874145508,
                    0.007112627983093262,
                    0.00709710693359375,
                    0.007096948146820069,
                    0.007126867771148682,
                    0.007114548206329346,
                    0.007032147884368897,
                    0.007071988105773926,
                    0.007091187953948975,
                    0.007094548225402832,
                    0.007037588119506836,
                    0.006990387916564942,
                    0.007088307857513428,
                    0.00709470796585083,
                    0.00703134822845459,
                    0.007132147789001465,
                    0.007145427227020264,
                    0.008065425872802734,
                    0.007404307842254639,
                    0.007413268089294434,
                    0.0074606270790100095,
                    0.007362387180328369,
                    0.007115188121795654,
                    0.007108468055725098,
                    0.007087666988372803,
                    0.007083027839660644,
                    0.007087828159332276,
                    0.007103027820587159,
                    0.007099348068237305,
                    0.007080627918243408,
                    0.007029108047485352,
                    0.006990387916564942,
                    0.007080627918243408,
                    0.0070652680397033695,
                    0.007110227108001709,
                    0.007075667858123779,
                    0.0070667071342468265,
                    0.0070659079551696775,
                    0.007057268142700196
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.09997779905692
            },
            "energy": null,
            "efficiency": null
        }
    }
}