{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+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": 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": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 853.495808,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.68513134765625,
                "mean": 7.68513134765625,
                "stdev": 0.0,
                "p50": 7.68513134765625,
                "p90": 7.68513134765625,
                "p95": 7.68513134765625,
                "p99": 7.68513134765625,
                "values": [
                    7.68513134765625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.2930646597227845e-06,
                "ram": 2.336998005658035e-06,
                "gpu": 6.493616305999934e-06,
                "total": 1.3123678971380754e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1092.05504,
                "max_global_vram": 791.150592,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 114.685952
            },
            "latency": {
                "unit": "s",
                "count": 137,
                "total": 0.9968733763694763,
                "mean": 0.007276448002696907,
                "stdev": 0.00023948232181532236,
                "p50": 0.007193600177764893,
                "p90": 0.007517593765258789,
                "p95": 0.007614886283874512,
                "p99": 0.008076123867034905,
                "values": [
                    0.007614463806152344,
                    0.007579648017883301,
                    0.007526400089263916,
                    0.007524352073669433,
                    0.007498816013336181,
                    0.0077281279563903805,
                    0.00748748779296875,
                    0.007475200176239013,
                    0.007437312126159668,
                    0.0074065918922424315,
                    0.007453695774078369,
                    0.0074291200637817386,
                    0.007381984233856201,
                    0.0073994240760803225,
                    0.007437312126159668,
                    0.007456768035888672,
                    0.007647232055664062,
                    0.0074967041015625,
                    0.007498752117156982,
                    0.007396351814270019,
                    0.007053311824798584,
                    0.007115808010101319,
                    0.007129087924957276,
                    0.007114751815795899,
                    0.007114751815795899,
                    0.007126016139984131,
                    0.007109632015228271,
                    0.007019519805908203,
                    0.007064544200897217,
                    0.00709222412109375,
                    0.007116799831390381,
                    0.007093183994293213,
                    0.006990848064422607,
                    0.007505919933319092,
                    0.00827187156677246,
                    0.00837939167022705,
                    0.007449600219726562,
                    0.007427072048187256,
                    0.007442431926727295,
                    0.00764518404006958,
                    0.007559167861938477,
                    0.00753772783279419,
                    0.007488512039184571,
                    0.007416831970214844,
                    0.007375872135162354,
                    0.007390207767486572,
                    0.007193600177764893,
                    0.007654399871826172,
                    0.007476255893707275,
                    0.007469056129455566,
                    0.007393280029296875,
                    0.007354368209838867,
                    0.007385087966918945,
                    0.007401472091674805,
                    0.007468031883239746,
                    0.007513088226318359,
                    0.007361536026000977,
                    0.007333888053894043,
                    0.007366655826568603,
                    0.007451648235321045,
                    0.007396351814270019,
                    0.007386112213134765,
                    0.0074711041450500485,
                    0.0074967041015625,
                    0.007525375843048096,
                    0.007464960098266602,
                    0.007510015964508057,
                    0.007494656085968018,
                    0.00743936014175415,
                    0.007616576194763184,
                    0.0073820161819458,
                    0.0074332160949707035,
                    0.0074291200637817386,
                    0.0073471999168395995,
                    0.007356416225433349,
                    0.007185408115386963,
                    0.007357439994812012,
                    0.007404543876647949,
                    0.007152703762054444,
                    0.0070266880989074704,
                    0.007037951946258545,
                    0.007079936027526855,
                    0.007162879943847656,
                    0.007459839820861816,
                    0.007229440212249756,
                    0.007309311866760254,
                    0.007416831970214844,
                    0.007449535846710205,
                    0.007171072006225586,
                    0.007156735897064209,
                    0.007103487968444824,
                    0.007170048236846924,
                    0.007153664112091064,
                    0.007181312084197998,
                    0.007097343921661377,
                    0.007035903930664063,
                    0.007106560230255127,
                    0.0070830078125,
                    0.0070973758697509765,
                    0.007057407855987549,
                    0.0070594558715820314,
                    0.007048192024230957,
                    0.007057407855987549,
                    0.007021567821502686,
                    0.007051263809204102,
                    0.007018496036529541,
                    0.007024640083312988,
                    0.007024640083312988,
                    0.007008255958557129,
                    0.007041024208068848,
                    0.007039999961853028,
                    0.007062528133392334,
                    0.0070348801612854,
                    0.007038976192474365,
                    0.007131135940551757,
                    0.007036928176879883,
                    0.007036928176879883,
                    0.007032800197601319,
                    0.0070553598403930665,
                    0.007058432102203369,
                    0.007047167778015137,
                    0.007038976192474365,
                    0.007046144008636474,
                    0.007067647933959961,
                    0.007061503887176514,
                    0.0070266880989074704,
                    0.007046144008636474,
                    0.007117856025695801,
                    0.007073791980743408,
                    0.007039999961853028,
                    0.007081984043121338,
                    0.007019519805908203,
                    0.007076863765716553,
                    0.007030784130096435,
                    0.007003136157989502,
                    0.007001088142395019,
                    0.007047167778015137
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.42969091916342
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.369440823063419e-08,
                "ram": 4.559428197108724e-08,
                "gpu": 1.7469693161971755e-07,
                "total": 3.0398562182143895e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3289629.272621978
            }
        }
    }
}