{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "transformers",
            "model": "google/vit-base-patch16-224",
            "processor": "google/vit-base-patch16-224",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "hub_kwargs": {},
            "no_weights": true,
            "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,
            "latency": true,
            "memory": 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": "0.2.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 875.999232,
                "max_global_vram": 1057.488896,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.85792
            },
            "latency": {
                "unit": "s",
                "count": 208,
                "total": 1.026926805973052,
                "mean": 0.004937148105639676,
                "stdev": 0.00025394067219021877,
                "p50": 0.004860928058624267,
                "p90": 0.005125222492218018,
                "p95": 0.005194575929641724,
                "p99": 0.006293217372894292,
                "values": [
                    0.0053821439743042,
                    0.004996096134185791,
                    0.0049500160217285155,
                    0.005000192165374756,
                    0.005056511878967285,
                    0.004984831809997559,
                    0.004987904071807861,
                    0.005005311965942383,
                    0.004988927841186524,
                    0.004973567962646484,
                    0.0049530878067016604,
                    0.00506879997253418,
                    0.004898816108703613,
                    0.004863999843597412,
                    0.004867072105407715,
                    0.004863999843597412,
                    0.004863999843597412,
                    0.00486195182800293,
                    0.00486195182800293,
                    0.004860928058624267,
                    0.00486297607421875,
                    0.00486195182800293,
                    0.004865024089813232,
                    0.004860928058624267,
                    0.00486195182800293,
                    0.004857855796813965,
                    0.00486195182800293,
                    0.004863999843597412,
                    0.004865024089813232,
                    0.00486195182800293,
                    0.004863999843597412,
                    0.004865024089813232,
                    0.004860928058624267,
                    0.00486406421661377,
                    0.00486195182800293,
                    0.00486195182800293,
                    0.00486297607421875,
                    0.004859903812408447,
                    0.00486195182800293,
                    0.00486297607421875,
                    0.004860928058624267,
                    0.00486195182800293,
                    0.00486195182800293,
                    0.00486195182800293,
                    0.004866047859191895,
                    0.004860928058624267,
                    0.00486195182800293,
                    0.004863039970397949,
                    0.004863999843597412,
                    0.004863999843597412,
                    0.004860928058624267,
                    0.004863999843597412,
                    0.004865024089813232,
                    0.004863999843597412,
                    0.004860928058624267,
                    0.004859903812408447,
                    0.004859903812408447,
                    0.00486297607421875,
                    0.004860928058624267,
                    0.004863999843597412,
                    0.00486195182800293,
                    0.004860928058624267,
                    0.004863999843597412,
                    0.004863999843597412,
                    0.004874239921569825,
                    0.004888576030731201,
                    0.004891647815704346,
                    0.0048568320274353025,
                    0.0048568320274353025,
                    0.005112832069396973,
                    0.005058559894561767,
                    0.007158783912658692,
                    0.006796288013458252,
                    0.006336512088775635,
                    0.005718016147613526,
                    0.0053043198585510255,
                    0.005197824001312256,
                    0.005123072147369385,
                    0.005163008213043213,
                    0.005284863948822022,
                    0.0052111358642578124,
                    0.005161983966827393,
                    0.005202943801879883,
                    0.005167103767395019,
                    0.005149695873260498,
                    0.00515174388885498,
                    0.005158912181854248,
                    0.0050094079971313476,
                    0.005152768135070801,
                    0.00506982421875,
                    0.005056511878967285,
                    0.004974592208862305,
                    0.004860928058624267,
                    0.004858880043029785,
                    0.004958208084106445,
                    0.005039103984832764,
                    0.004941823959350586,
                    0.0048558077812194825,
                    0.004858880043029785,
                    0.004858880043029785,
                    0.004858880043029785,
                    0.0048568320274353025,
                    0.004863999843597412,
                    0.004860928058624267,
                    0.00486195182800293,
                    0.004876287937164306,
                    0.005021696090698242,
                    0.005130239963531494,
                    0.005337152004241943,
                    0.0051333122253417966,
                    0.004853759765625,
                    0.004860928058624267,
                    0.004857855796813965,
                    0.0048895998001098635,
                    0.005188543796539307,
                    0.004857855796813965,
                    0.004860928058624267,
                    0.004858880043029785,
                    0.004858880043029785,
                    0.004863999843597412,
                    0.00486195182800293,
                    0.004860928058624267,
                    0.004863999843597412,
                    0.004857855796813965,
                    0.0048568320274353025,
                    0.004860928058624267,
                    0.004857855796813965,
                    0.004860928058624267,
                    0.004853759765625,
                    0.004857855796813965,
                    0.004863039970397949,
                    0.004857855796813965,
                    0.0048568320274353025,
                    0.004859903812408447,
                    0.0048568320274353025,
                    0.00485478401184082,
                    0.0048568320274353025,
                    0.00486195182800293,
                    0.00486297607421875,
                    0.004857855796813965,
                    0.0048568320274353025,
                    0.0048568320274353025,
                    0.004858880043029785,
                    0.0048568320274353025,
                    0.00486195182800293,
                    0.004857855796813965,
                    0.0048558077812194825,
                    0.00485478401184082,
                    0.004857855796813965,
                    0.0048558077812194825,
                    0.004860928058624267,
                    0.004859903812408447,
                    0.004859903812408447,
                    0.0048568320274353025,
                    0.004866047859191895,
                    0.004860928058624267,
                    0.004860928058624267,
                    0.004857855796813965,
                    0.004859903812408447,
                    0.004858880043029785,
                    0.004859903812408447,
                    0.004860928058624267,
                    0.004857855796813965,
                    0.004858880043029785,
                    0.004859903812408447,
                    0.00486297607421875,
                    0.004858880043029785,
                    0.004857855796813965,
                    0.004860928058624267,
                    0.004859903812408447,
                    0.004859903812408447,
                    0.004859903812408447,
                    0.004859903812408447,
                    0.0048568320274353025,
                    0.0048568320274353025,
                    0.00486297607421875,
                    0.004865024089813232,
                    0.0048568320274353025,
                    0.004860928058624267,
                    0.004859903812408447,
                    0.004858880043029785,
                    0.004860928058624267,
                    0.0048568320274353025,
                    0.004859903812408447,
                    0.004860928058624267,
                    0.004857855796813965,
                    0.004860928058624267,
                    0.004860928058624267,
                    0.004859936237335205,
                    0.0048558077812194825,
                    0.004858880043029785,
                    0.004858880043029785,
                    0.004857855796813965,
                    0.004860928058624267,
                    0.004858880043029785,
                    0.004860928058624267,
                    0.004858880043029785,
                    0.0048568320274353025,
                    0.00486195182800293,
                    0.004858880043029785,
                    0.004858880043029785,
                    0.004858880043029785,
                    0.004858880043029785,
                    0.004860928058624267,
                    0.004859903812408447,
                    0.004859903812408447,
                    0.0048558077812194825,
                    0.004859903812408447
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 202.54608097693193
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.764325209883524e-08,
                "ram": 3.151692713422164e-08,
                "gpu": 3.554981879622609e-07,
                "total": 4.446583671953177e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2248917.537091451
            }
        }
    }
}