{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+cu124",
            "_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": 2,
                "sequence_length": 16
            },
            "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": 66697.248768,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.228-219.884.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": "0.5.0.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.11",
            "timm_commit": null,
            "peft_version": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 882.663424,
                "max_global_vram": 716.701696,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.3696210021972656
                ],
                "count": 1,
                "total": 0.3696210021972656,
                "mean": 0.3696210021972656,
                "p50": 0.3696210021972656,
                "p90": 0.3696210021972656,
                "p95": 0.3696210021972656,
                "p99": 0.3696210021972656,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1125.339136,
                "max_global_vram": 798.490624,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 133.139968
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.007546879768371582,
                    0.00710041618347168,
                    0.007127039909362793,
                    0.007170048236846924,
                    0.007188479900360107,
                    0.007189504146575928,
                    0.007152703762054444,
                    0.0071833600997924804,
                    0.007208960056304932,
                    0.007165952205657959,
                    0.007184351921081543,
                    0.007635968208312988,
                    0.007617536067962646,
                    0.007576576232910156,
                    0.007614528179168701,
                    0.007635968208312988,
                    0.007602176189422607,
                    0.007532544136047363,
                    0.00753766393661499,
                    0.007552000045776367,
                    0.007583744049072265,
                    0.007544864177703858,
                    0.007568384170532226,
                    0.00765235185623169,
                    0.00753868818283081,
                    0.007608320236206055,
                    0.007557119846343994,
                    0.007522304058074952,
                    0.007494656085968018,
                    0.0075304961204528805,
                    0.0076308479309082035,
                    0.0074741759300231934,
                    0.007455743789672851,
                    0.007479296207427978,
                    0.007486464023590088,
                    0.007498752117156982,
                    0.007494656085968018,
                    0.007502848148345947,
                    0.007504896163940429,
                    0.007502848148345947,
                    0.007575551986694336,
                    0.007640063762664795,
                    0.007572480201721191,
                    0.0075939841270446775,
                    0.007623680114746094,
                    0.00759500789642334,
                    0.007529471874237061,
                    0.007553023815155029,
                    0.007209983825683594,
                    0.00709222412109375,
                    0.007461887836456299,
                    0.007480319976806641,
                    0.007437312126159668,
                    0.007542784214019775,
                    0.007346208095550537,
                    0.0074670081138610836,
                    0.0074997758865356446,
                    0.007237631797790528,
                    0.007185408115386963,
                    0.007234560012817383,
                    0.007226367950439453,
                    0.007415808200836181,
                    0.007482367992401123,
                    0.007437312126159668,
                    0.007489535808563232,
                    0.007572480201721191,
                    0.007703551769256592,
                    0.007482304096221924,
                    0.007379968166351319,
                    0.007241792201995849,
                    0.007196671962738037,
                    0.007113728046417236,
                    0.007200767993927002,
                    0.007176159858703613,
                    0.007158783912658692,
                    0.007166975975036621,
                    0.007157695770263672,
                    0.0072130560874938965,
                    0.0071823358535766605,
                    0.007193600177764893,
                    0.007171072006225586,
                    0.007135231971740722,
                    0.007185408115386963,
                    0.007154687881469727,
                    0.00714137601852417,
                    0.007176159858703613,
                    0.007171072006225586,
                    0.0071792640686035155,
                    0.007192575931549072,
                    0.007187456130981445,
                    0.007157760143280029,
                    0.007116799831390381,
                    0.007166975975036621,
                    0.007164927959442138,
                    0.007170048236846924,
                    0.007180287837982178,
                    0.00714137601852417,
                    0.007162879943847656,
                    0.007123968124389648,
                    0.007065599918365479,
                    0.00719155216217041,
                    0.007158783912658692,
                    0.007166975975036621,
                    0.0072120318412780765,
                    0.007156735897064209,
                    0.0073768959045410155,
                    0.007171072006225586,
                    0.007203839778900147,
                    0.008806400299072266,
                    0.008697855949401855,
                    0.00729804801940918,
                    0.007222271919250488,
                    0.007279615879058838,
                    0.0072202239036560055,
                    0.007229440212249756,
                    0.007126016139984131,
                    0.007166975975036621,
                    0.007188479900360107,
                    0.007130112171173096,
                    0.007164927959442138,
                    0.007159808158874512,
                    0.007184383869171143,
                    0.007168000221252442,
                    0.007132160186767578,
                    0.007161856174468994,
                    0.00714137601852417,
                    0.007171072006225586,
                    0.0072550721168518064,
                    0.007169023990631103,
                    0.007004159927368164,
                    0.006923264026641846,
                    0.007060480117797851,
                    0.0074741759300231934,
                    0.007185408115386963,
                    0.007189504146575928,
                    0.007136223793029785
                ],
                "count": 136,
                "total": 0.9980528993606564,
                "mean": 0.0073386242600048295,
                "p50": 0.007212543964385986,
                "p90": 0.007594496011734009,
                "p95": 0.0076321280002593994,
                "p99": 0.008349849486351018,
                "stdev": 0.000254924807813321,
                "stdev_": 3.4737411097969644
            },
            "throughput": {
                "unit": "samples/s",
                "value": 272.5306445923263
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.326473424630863e-08,
                "ram": 4.549881514326242e-08,
                "gpu": 2.0633854890909244e-07,
                "total": 3.3510209829866346e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 5968330.279500303
            }
        }
    }
}