{
    "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_type": "vit",
            "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": {},
            "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,
            "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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.3",
            "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": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 757.252096,
                "max_global_vram": 1030.22592,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.29788720703125,
                "mean": 7.29788720703125,
                "stdev": 0.0,
                "p50": 7.29788720703125,
                "p90": 7.29788720703125,
                "p95": 7.29788720703125,
                "p99": 7.29788720703125,
                "values": [
                    7.29788720703125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.5541081627209983e-06,
                "ram": 8.358652017340282e-07,
                "gpu": 3.3897249339985905e-06,
                "total": 5.779698298453617e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 888.737792,
                "max_global_vram": 1057.488896,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "count": 211,
                "total": 1.0302464118003845,
                "mean": 0.0048826844161155665,
                "stdev": 4.288414730786415e-05,
                "p50": 0.0048752641677856446,
                "p90": 0.004881408214569092,
                "p95": 0.004902400016784669,
                "p99": 0.005076275253295899,
                "values": [
                    0.005343232154846191,
                    0.004924416065216064,
                    0.004943871974945068,
                    0.005051392078399658,
                    0.0049387521743774416,
                    0.004960256099700928,
                    0.004901887893676758,
                    0.004896768093109131,
                    0.0048865280151367185,
                    0.004901887893676758,
                    0.004873216152191162,
                    0.004888576030731201,
                    0.004890624046325683,
                    0.004878335952758789,
                    0.004878335952758789,
                    0.005079040050506592,
                    0.004911104202270508,
                    0.004901887893676758,
                    0.004888576030731201,
                    0.0048793601989746095,
                    0.004872191905975342,
                    0.004877312183380127,
                    0.004878335952758789,
                    0.004874239921569825,
                    0.00516096019744873,
                    0.0048793601989746095,
                    0.0048752641677856446,
                    0.0048793601989746095,
                    0.004877312183380127,
                    0.0048793601989746095,
                    0.004877312183380127,
                    0.004877312183380127,
                    0.004881408214569092,
                    0.004872191905975342,
                    0.004878335952758789,
                    0.004874239921569825,
                    0.004880383968353271,
                    0.004873216152191162,
                    0.004878335952758789,
                    0.0048793601989746095,
                    0.004873216152191162,
                    0.0048752641677856446,
                    0.004872191905975342,
                    0.004874239921569825,
                    0.004874239921569825,
                    0.0048752641677856446,
                    0.004874239921569825,
                    0.004881408214569092,
                    0.004883456230163574,
                    0.004874239921569825,
                    0.004878335952758789,
                    0.004880383968353271,
                    0.0048793601989746095,
                    0.004873216152191162,
                    0.004877312183380127,
                    0.004876287937164306,
                    0.004873216152191162,
                    0.004880383968353271,
                    0.0048752641677856446,
                    0.004876287937164306,
                    0.004877312183380127,
                    0.004877312183380127,
                    0.0048752641677856446,
                    0.004878335952758789,
                    0.004877312183380127,
                    0.00487116813659668,
                    0.004878335952758789,
                    0.004903935909271241,
                    0.004902912139892578,
                    0.004892672061920166,
                    0.004873216152191162,
                    0.004874239921569825,
                    0.004878335952758789,
                    0.004878335952758789,
                    0.004874239921569825,
                    0.004874239921569825,
                    0.004873216152191162,
                    0.004874239921569825,
                    0.00487116813659668,
                    0.004878335952758789,
                    0.004874239921569825,
                    0.004868095874786377,
                    0.004874239921569825,
                    0.004874239921569825,
                    0.004872191905975342,
                    0.004877312183380127,
                    0.004873216152191162,
                    0.0048752641677856446,
                    0.00487014389038086,
                    0.004874239921569825,
                    0.00487116813659668,
                    0.004878335952758789,
                    0.004874239921569825,
                    0.004877312183380127,
                    0.00487116813659668,
                    0.00487116813659668,
                    0.004877312183380127,
                    0.0048752641677856446,
                    0.004877312183380127,
                    0.004876287937164306,
                    0.004872191905975342,
                    0.004873216152191162,
                    0.00487014389038086,
                    0.004876287937164306,
                    0.004876287937164306,
                    0.004872191905975342,
                    0.004873216152191162,
                    0.004869120121002197,
                    0.004873216152191162,
                    0.00487014389038086,
                    0.004874239921569825,
                    0.004872191905975342,
                    0.004873216152191162,
                    0.004878335952758789,
                    0.004873216152191162,
                    0.00487014389038086,
                    0.004873216152191162,
                    0.004877312183380127,
                    0.004877312183380127,
                    0.004872191905975342,
                    0.0048752641677856446,
                    0.004877312183380127,
                    0.004873216152191162,
                    0.004872191905975342,
                    0.004877312183380127,
                    0.004874239921569825,
                    0.004872191905975342,
                    0.004876287937164306,
                    0.0048793601989746095,
                    0.004873216152191162,
                    0.004874239921569825,
                    0.0048752641677856446,
                    0.00487116813659668,
                    0.0048752641677856446,
                    0.004874239921569825,
                    0.0048752641677856446,
                    0.004876287937164306,
                    0.004872191905975342,
                    0.0048752641677856446,
                    0.004876287937164306,
                    0.004876287937164306,
                    0.0048752641677856446,
                    0.004873216152191162,
                    0.0048793601989746095,
                    0.004872191905975342,
                    0.004867072105407715,
                    0.004873216152191162,
                    0.004873216152191162,
                    0.004878335952758789,
                    0.004874239921569825,
                    0.004874239921569825,
                    0.004872191905975342,
                    0.004877312183380127,
                    0.004873216152191162,
                    0.0048752641677856446,
                    0.004872191905975342,
                    0.004873216152191162,
                    0.0048752641677856446,
                    0.004872191905975342,
                    0.004878335952758789,
                    0.00487116813659668,
                    0.004873216152191162,
                    0.0048752641677856446,
                    0.004877312183380127,
                    0.00487116813659668,
                    0.004872191905975342,
                    0.0048752641677856446,
                    0.004878335952758789,
                    0.004869120121002197,
                    0.004873216152191162,
                    0.004872191905975342,
                    0.00487116813659668,
                    0.004873216152191162,
                    0.004873216152191162,
                    0.004874239921569825,
                    0.0048752641677856446,
                    0.004873216152191162,
                    0.004873216152191162,
                    0.004873216152191162,
                    0.00487116813659668,
                    0.00487116813659668,
                    0.0048752641677856446,
                    0.004874239921569825,
                    0.004873216152191162,
                    0.00487116813659668,
                    0.004876287937164306,
                    0.00487014389038086,
                    0.0048752641677856446,
                    0.0048752641677856446,
                    0.004868095874786377,
                    0.0048752641677856446,
                    0.00487116813659668,
                    0.004874239921569825,
                    0.004874239921569825,
                    0.004876287937164306,
                    0.004869120121002197,
                    0.00487116813659668,
                    0.004878335952758789,
                    0.004872191905975342,
                    0.004876287937164306,
                    0.004874239921569825,
                    0.0048752641677856446,
                    0.004873216152191162,
                    0.004877312183380127,
                    0.00487116813659668,
                    0.00487116813659668,
                    0.004874239921569825,
                    0.004876287937164306,
                    0.004877312183380127,
                    0.0048793601989746095,
                    0.004874239921569825
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 204.80537236841386
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.794010738625911e-08,
                "ram": 3.162808027919037e-08,
                "gpu": 3.345684614407606e-07,
                "total": 4.2413664910621005e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2357730.703317707
            }
        }
    }
}