{
    "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": "4.43.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "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": 789.393408,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.4834931640625,
                "mean": 7.4834931640625,
                "stdev": 0.0,
                "p50": 7.4834931640625,
                "p90": 7.4834931640625,
                "p95": 7.4834931640625,
                "p99": 7.4834931640625,
                "values": [
                    7.4834931640625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.288874897691939e-06,
                "ram": 2.334384496476029e-06,
                "gpu": 4.76333714399986e-06,
                "total": 1.1386596538167827e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 977.18272,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 143,
                "total": 1.000078211307525,
                "mean": 0.006993553925227454,
                "stdev": 0.00019517989579347122,
                "p50": 0.007064576148986816,
                "p90": 0.007222067165374756,
                "p95": 0.007238655853271485,
                "p99": 0.007310622596740723,
                "values": [
                    0.007001088142395019,
                    0.006987775802612305,
                    0.007004159927368164,
                    0.0070348801612854,
                    0.006961152076721191,
                    0.0069253120422363285,
                    0.006960127830505371,
                    0.007301119804382325,
                    0.007269408226013184,
                    0.007071743965148926,
                    0.007166944026947022,
                    0.00719155216217041,
                    0.007073791980743408,
                    0.0069928960800170895,
                    0.007048192024230957,
                    0.007129087924957276,
                    0.0072130560874938965,
                    0.007460864067077637,
                    0.007226367950439453,
                    0.007109632015228271,
                    0.007122943878173828,
                    0.007098368167877197,
                    0.007194623947143554,
                    0.00725708818435669,
                    0.00722431993484497,
                    0.007176191806793213,
                    0.007187520027160645,
                    0.007195648193359375,
                    0.007208960056304932,
                    0.007134208202362061,
                    0.0071792640686035155,
                    0.007145472049713135,
                    0.007064576148986816,
                    0.007106560230255127,
                    0.007131135940551757,
                    0.00709222412109375,
                    0.007111680030822754,
                    0.0073175039291381834,
                    0.007180287837982178,
                    0.007146495819091797,
                    0.00723967981338501,
                    0.007229440212249756,
                    0.007229440212249756,
                    0.00719155216217041,
                    0.007117824077606201,
                    0.007062528133392334,
                    0.007189504146575928,
                    0.007172095775604248,
                    0.007226367950439453,
                    0.0071198720932006835,
                    0.007130112171173096,
                    0.007070720195770264,
                    0.007117824077606201,
                    0.007069695949554444,
                    0.007204864025115967,
                    0.007282688140869141,
                    0.007077888011932373,
                    0.007147583961486816,
                    0.007143424034118652,
                    0.007070720195770264,
                    0.007106560230255127,
                    0.0071495680809020995,
                    0.007227392196655274,
                    0.0072499198913574215,
                    0.007145472049713135,
                    0.007227392196655274,
                    0.007201791763305664,
                    0.007154687881469727,
                    0.0071823358535766605,
                    0.007150591850280762,
                    0.007124991893768311,
                    0.007138304233551026,
                    0.007073791980743408,
                    0.007041088104248047,
                    0.006818784236907959,
                    0.00714137601852417,
                    0.007096320152282715,
                    0.006939616203308106,
                    0.006706111907958985,
                    0.006754303932189941,
                    0.006800384044647217,
                    0.007090176105499267,
                    0.007171072006225586,
                    0.007077888011932373,
                    0.007113728046417236,
                    0.007211967945098877,
                    0.007181312084197998,
                    0.006986752033233643,
                    0.006892543792724609,
                    0.0068618240356445315,
                    0.0067758078575134275,
                    0.006872064113616944,
                    0.006849535942077637,
                    0.006724607944488525,
                    0.006803455829620361,
                    0.006755328178405762,
                    0.006751232147216797,
                    0.0066979842185974124,
                    0.006727712154388428,
                    0.0069918718338012695,
                    0.006719488143920899,
                    0.006799359798431396,
                    0.006773759841918945,
                    0.006713312149047851,
                    0.006725632190704346,
                    0.006723584175109864,
                    0.006740992069244385,
                    0.006689792156219483,
                    0.006739967823028564,
                    0.006814720153808594,
                    0.006715424060821533,
                    0.006714367866516113,
                    0.006725632190704346,
                    0.006759424209594727,
                    0.006754303932189941,
                    0.006747136116027832,
                    0.006794271945953369,
                    0.006746111869812011,
                    0.006777823925018311,
                    0.006748159885406494,
                    0.006742976188659668,
                    0.006743040084838867,
                    0.006759424209594727,
                    0.0066979842185974124,
                    0.006752255916595459,
                    0.0067645440101623535,
                    0.006815743923187256,
                    0.006812672138214112,
                    0.006890495777130127,
                    0.006781888008117676,
                    0.006871039867401123,
                    0.007193600177764893,
                    0.007046144008636474,
                    0.006858751773834228,
                    0.00673689603805542,
                    0.006849535942077637,
                    0.006773759841918945,
                    0.006739967823028564,
                    0.006781951904296875,
                    0.00688431978225708,
                    0.006726655960083008,
                    0.006706175804138184,
                    0.006759424209594727
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.9888166576876
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.932013383618107e-08,
                "ram": 4.336674203636777e-08,
                "gpu": 1.6940013551999811e-07,
                "total": 2.9208701139254696e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3423637.3443393605
            }
        }
    }
}