{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": null,
            "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
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 789.045248,
                "max_global_vram": 688.390144,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.42536376953125,
                "mean": 7.42536376953125,
                "stdev": 0.0,
                "p50": 7.42536376953125,
                "p90": 7.42536376953125,
                "p95": 7.42536376953125,
                "p99": 7.42536376953125,
                "values": [
                    7.42536376953125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.435257116953532e-06,
                "ram": 2.414298655439211e-06,
                "gpu": 6.686116460000169e-06,
                "total": 1.3535672232392911e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.724544,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 145,
                "total": 1.0011827521324153,
                "mean": 0.006904708635395972,
                "stdev": 0.00023171707678370704,
                "p50": 0.006960127830505371,
                "p90": 0.007151820659637451,
                "p95": 0.0072436223983764645,
                "p99": 0.007486295127868653,
                "values": [
                    0.007325695991516113,
                    0.007325695991516113,
                    0.00729702377319336,
                    0.007612480163574219,
                    0.007772160053253174,
                    0.0071905598640441895,
                    0.0071157760620117185,
                    0.007177152156829834,
                    0.0071485438346862796,
                    0.007135231971740722,
                    0.007150591850280762,
                    0.007036928176879883,
                    0.007060480117797851,
                    0.0070563840866088865,
                    0.007068672180175781,
                    0.0070225920677185055,
                    0.007074816226959229,
                    0.007214079856872559,
                    0.007134208202362061,
                    0.007036928176879883,
                    0.006949888229370117,
                    0.007054336071014404,
                    0.007131135940551757,
                    0.0071198720932006835,
                    0.007146495819091797,
                    0.007051263809204102,
                    0.007101439952850342,
                    0.0070266880989074704,
                    0.0070236802101135256,
                    0.0070256638526916505,
                    0.007068672180175781,
                    0.007019552230834961,
                    0.006914048194885254,
                    0.006909952163696289,
                    0.007000063896179199,
                    0.006986752033233643,
                    0.006978559970855713,
                    0.007001088142395019,
                    0.007209983825683594,
                    0.0071055998802185055,
                    0.007137279987335205,
                    0.007130112171173096,
                    0.007076863765716553,
                    0.007060480117797851,
                    0.0069918718338012695,
                    0.007041024208068848,
                    0.007020544052124023,
                    0.007069759845733643,
                    0.007066624164581299,
                    0.007251967906951904,
                    0.007020544052124023,
                    0.00693452787399292,
                    0.006985727787017822,
                    0.007000063896179199,
                    0.007105535984039306,
                    0.007006207942962647,
                    0.006967296123504638,
                    0.007021567821502686,
                    0.007027711868286133,
                    0.006951935768127441,
                    0.007017471790313721,
                    0.007037951946258545,
                    0.007079936027526855,
                    0.007179359912872315,
                    0.007090176105499267,
                    0.0071064958572387696,
                    0.007168000221252442,
                    0.007251008033752442,
                    0.007058495998382568,
                    0.007077888011932373,
                    0.007032832145690918,
                    0.00727347183227539,
                    0.007018496036529541,
                    0.006948863983154297,
                    0.006820864200592041,
                    0.006860799789428711,
                    0.006960127830505371,
                    0.006922239780426025,
                    0.007023615837097168,
                    0.006696959972381592,
                    0.0066744318008422855,
                    0.006707200050354004,
                    0.006814720153808594,
                    0.006961152076721191,
                    0.006953983783721924,
                    0.007107583999633789,
                    0.0071526398658752445,
                    0.006874112129211426,
                    0.006681600093841553,
                    0.006722559928894043,
                    0.0067420477867126466,
                    0.0066416640281677245,
                    0.006714367866516113,
                    0.006690815925598144,
                    0.006635519981384277,
                    0.006801407814025879,
                    0.006760447978973389,
                    0.006640575885772705,
                    0.006649856090545654,
                    0.006659071922302246,
                    0.0066344962120056155,
                    0.0067123198509216305,
                    0.006716415882110595,
                    0.006687744140625,
                    0.006663167953491211,
                    0.006663199901580811,
                    0.006645760059356689,
                    0.006642687797546387,
                    0.0066641921997070315,
                    0.006636544227600098,
                    0.0066406397819519045,
                    0.006677504062652588,
                    0.006636544227600098,
                    0.006637631893157959,
                    0.006651968002319336,
                    0.006635519981384277,
                    0.0066304001808166506,
                    0.006647808074951172,
                    0.006645760059356689,
                    0.0066447358131408694,
                    0.0066344962120056155,
                    0.0067276802062988285,
                    0.006619135856628418,
                    0.006623231887817383,
                    0.0066406397819519045,
                    0.006636544227600098,
                    0.006636544227600098,
                    0.00662937593460083,
                    0.006628352165222168,
                    0.006639616012573242,
                    0.006636544227600098,
                    0.006625279903411865,
                    0.006667200088500976,
                    0.006676479816436768,
                    0.006632480144500732,
                    0.0066529598236083985,
                    0.006663167953491211,
                    0.006654975891113281,
                    0.006648831844329834,
                    0.006658048152923584,
                    0.00662937593460083,
                    0.006725632190704346,
                    0.006645760059356689,
                    0.006639616012573242,
                    0.006636544227600098
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 144.82870354205062
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.80655517738465e-08,
                "ram": 4.268312534662505e-08,
                "gpu": 1.687409975657874e-07,
                "total": 2.894896746862589e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3454354.6365989493
            }
        }
    }
}