{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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": 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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.225-213.878.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": "4.45.2",
            "transformers_commit": null,
            "accelerate_version": "1.0.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.13.0",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 869.072896,
                "max_global_vram": 695.730176,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.3648450622558594
                ],
                "count": 1,
                "total": 0.3648450622558594,
                "mean": 0.3648450622558594,
                "p50": 0.3648450622558594,
                "p90": 0.3648450622558594,
                "p95": 0.3648450622558594,
                "p99": 0.3648450622558594,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1109.712896,
                "max_global_vram": 798.490624,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 122.937344
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.007418879985809326,
                    0.007081984043121338,
                    0.0073134078979492185,
                    0.0071495680809020995,
                    0.007117760181427002,
                    0.007334911823272705,
                    0.007411712169647216,
                    0.007387231826782226,
                    0.008743935585021973,
                    0.008330240249633789,
                    0.007952383995056152,
                    0.007485343933105469,
                    0.007436287879943848,
                    0.00741596794128418,
                    0.007477248191833496,
                    0.007845888137817383,
                    0.007452799797058106,
                    0.007555103778839111,
                    0.007523359775543213,
                    0.007509888172149658,
                    0.007458816051483155,
                    0.0074403839111328125,
                    0.007437312126159668,
                    0.007571455955505371,
                    0.007476223945617676,
                    0.007386112213134765,
                    0.007514111995697022,
                    0.0074291200637817386,
                    0.007391232013702393,
                    0.007483391761779785,
                    0.007548927783966064,
                    0.007763967990875244,
                    0.008076255798339843,
                    0.008034303665161132,
                    0.007798783779144287,
                    0.007450623989105225,
                    0.007345151901245117,
                    0.007422976016998291,
                    0.007483391761779785,
                    0.007423999786376953,
                    0.007450496196746826,
                    0.007383103847503662,
                    0.0074414081573486324,
                    0.007588831901550293,
                    0.007689248085021973,
                    0.00754585599899292,
                    0.007503903865814209,
                    0.007514111995697022,
                    0.007526336193084716,
                    0.007448575973510742,
                    0.007416831970214844,
                    0.007465983867645264,
                    0.007478271961212158,
                    0.007328767776489258,
                    0.007505983829498291,
                    0.00753766393661499,
                    0.007436351776123047,
                    0.007518208026885987,
                    0.00724294376373291,
                    0.007172095775604248,
                    0.007350272178649903,
                    0.007476223945617676,
                    0.007098368167877197,
                    0.00713318395614624,
                    0.0071823358535766605,
                    0.0073400321006774905,
                    0.007538656234741211,
                    0.0077547521591186525,
                    0.007526400089263916,
                    0.0075673599243164065,
                    0.007897088050842285,
                    0.006879231929779053,
                    0.006799359798431396,
                    0.006729728221893311,
                    0.006770688056945801,
                    0.006953983783721924,
                    0.006829919815063476,
                    0.00710041618347168,
                    0.007054336071014404,
                    0.007037951946258545,
                    0.007010367870330811,
                    0.007046144008636474,
                    0.006973599910736084,
                    0.006915071964263916,
                    0.006865920066833496,
                    0.006882304191589355,
                    0.0068321280479431154,
                    0.006834176063537598,
                    0.006844607830047608,
                    0.006956031799316406,
                    0.006927360057830811,
                    0.007110655784606934,
                    0.007028736114501953,
                    0.006917119979858399,
                    0.006871039867401123,
                    0.006841343879699707,
                    0.006879231929779053,
                    0.006918303966522217,
                    0.006838272094726563,
                    0.006853631973266602,
                    0.006892543792724609,
                    0.006880256175994873,
                    0.006926432132720948,
                    0.006838272094726563,
                    0.0068853759765625,
                    0.006804351806640625,
                    0.006825920104980469,
                    0.007035903930664063,
                    0.00703385591506958,
                    0.007089248180389404,
                    0.006836160182952881,
                    0.006851615905761718,
                    0.006858751773834228,
                    0.006874112129211426,
                    0.006851583957672119,
                    0.00687820816040039,
                    0.006821887969970703,
                    0.006811808109283448,
                    0.006821887969970703,
                    0.006834239959716797,
                    0.006837247848510742,
                    0.006806528091430664,
                    0.006834176063537598,
                    0.0070266880989074704,
                    0.006838272094726563,
                    0.006811647891998291,
                    0.006849408149719238,
                    0.006973440170288086,
                    0.006840320110321045,
                    0.006841343879699707,
                    0.006883327960968018,
                    0.00713424015045166,
                    0.006953983783721924,
                    0.0070594558715820314,
                    0.00814684772491455,
                    0.007296832084655762,
                    0.006923264026641846,
                    0.0069344000816345215
                ],
                "count": 138,
                "total": 0.9970855970382693,
                "mean": 0.007225257949552674,
                "p50": 0.00714190411567688,
                "p90": 0.007568588733673096,
                "p95": 0.007853568124771119,
                "p99": 0.008262385015487669,
                "stdev": 0.00036795896522636866,
                "stdev_": 5.09267582964494
            },
            "throughput": {
                "unit": "samples/s",
                "value": 138.40336317154066
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.161059556696644e-08,
                "ram": 4.459764258160418e-08,
                "gpu": 1.6745637445204586e-07,
                "total": 2.9366461260061645e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3405245.1575430334
            }
        }
    }
}