{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+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": 66697.25696,
            "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": 800.919552,
                "max_global_vram": 1030.22592,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.49617236328125,
                "mean": 7.49617236328125,
                "stdev": 0.0,
                "p50": 7.49617236328125,
                "p90": 7.49617236328125,
                "p95": 7.49617236328125,
                "p99": 7.49617236328125,
                "values": [
                    7.49617236328125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.5587861354175756e-06,
                "ram": 8.386740523078344e-07,
                "gpu": 1.7366680559998543e-06,
                "total": 4.134128243725264e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 934.72768,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "count": 203,
                "total": 1.005441344261169,
                "mean": 0.004952913025917092,
                "stdev": 0.00019226356435182802,
                "p50": 0.004888576030731201,
                "p90": 0.005069209766387939,
                "p95": 0.005371596717834473,
                "p99": 0.005886504974365234,
                "values": [
                    0.005439487934112549,
                    0.0053340158462524415,
                    0.005368832111358642,
                    0.005387263774871826,
                    0.005313536167144775,
                    0.005371903896331787,
                    0.005343232154846191,
                    0.00532480001449585,
                    0.005380095958709717,
                    0.005726208209991455,
                    0.005165056228637695,
                    0.00487014389038086,
                    0.004876287937164306,
                    0.00487014389038086,
                    0.0048752641677856446,
                    0.004884479999542236,
                    0.005034016132354736,
                    0.004978687763214112,
                    0.005005311965942383,
                    0.004930560111999512,
                    0.0049459199905395506,
                    0.0049500160217285155,
                    0.004925504207611084,
                    0.004898816108703613,
                    0.004911104202270508,
                    0.004902912139892578,
                    0.004894720077514648,
                    0.004917247772216797,
                    0.004891647815704346,
                    0.004893695831298828,
                    0.00487014389038086,
                    0.0048752641677856446,
                    0.004901887893676758,
                    0.004903935909271241,
                    0.004941823959350586,
                    0.004872191905975342,
                    0.0048752641677856446,
                    0.004872191905975342,
                    0.004942880153656006,
                    0.00487116813659668,
                    0.004883456230163574,
                    0.004898816108703613,
                    0.004895743846893311,
                    0.004907008171081543,
                    0.00487116813659668,
                    0.004883520126342774,
                    0.004888576030731201,
                    0.0048865280151367185,
                    0.004876287937164306,
                    0.004894720077514648,
                    0.004872191905975342,
                    0.004921343803405762,
                    0.0049090561866760255,
                    0.004901887893676758,
                    0.004868095874786377,
                    0.004869120121002197,
                    0.004868095874786377,
                    0.004865024089813232,
                    0.004873216152191162,
                    0.005033984184265137,
                    0.004937727928161621,
                    0.004929535865783692,
                    0.004882431983947754,
                    0.0049090561866760255,
                    0.00487116813659668,
                    0.004978687763214112,
                    0.005609471797943116,
                    0.004933631896972656,
                    0.0049489917755126955,
                    0.0049910078048706055,
                    0.0049387521743774416,
                    0.004997119903564453,
                    0.005131264209747314,
                    0.0051066880226135255,
                    0.0050503678321838375,
                    0.004971519947052002,
                    0.004915200233459473,
                    0.00491315221786499,
                    0.004894720077514648,
                    0.004888576030731201,
                    0.004880383968353271,
                    0.004915200233459473,
                    0.0048855037689208985,
                    0.0048865280151367185,
                    0.004881408214569092,
                    0.004902912139892578,
                    0.004903935909271241,
                    0.004914175987243652,
                    0.004881408214569092,
                    0.004900864124298096,
                    0.004895743846893311,
                    0.004887551784515381,
                    0.004872191905975342,
                    0.004896768093109131,
                    0.004901887893676758,
                    0.004872191905975342,
                    0.004890624046325683,
                    0.004892672061920166,
                    0.004894720077514648,
                    0.004914175987243652,
                    0.004881408214569092,
                    0.0048793601989746095,
                    0.004868095874786377,
                    0.00491212797164917,
                    0.004866047859191895,
                    0.00487014389038086,
                    0.0048793601989746095,
                    0.0049162240028381345,
                    0.004899839878082276,
                    0.004866047859191895,
                    0.00487014389038086,
                    0.004867072105407715,
                    0.004869120121002197,
                    0.00487014389038086,
                    0.004867072105407715,
                    0.004867072105407715,
                    0.00487014389038086,
                    0.00487014389038086,
                    0.004868095874786377,
                    0.004868095874786377,
                    0.004867072105407715,
                    0.004866047859191895,
                    0.00487014389038086,
                    0.004867072105407715,
                    0.004867072105407715,
                    0.004897791862487793,
                    0.004915200233459473,
                    0.004891647815704346,
                    0.004905983924865722,
                    0.004964352130889893,
                    0.004916255950927735,
                    0.0048752641677856446,
                    0.004893695831298828,
                    0.0048793601989746095,
                    0.004902912139892578,
                    0.0049203200340270994,
                    0.004890624046325683,
                    0.004867072105407715,
                    0.004880383968353271,
                    0.004870175838470459,
                    0.004867072105407715,
                    0.004867072105407715,
                    0.00581324815750122,
                    0.005888000011444092,
                    0.005989376068115234,
                    0.005966847896575928,
                    0.005448703765869141,
                    0.005058559894561767,
                    0.005096447944641113,
                    0.005056511878967285,
                    0.005071872234344482,
                    0.0049909758567810054,
                    0.004941823959350586,
                    0.004898816108703613,
                    0.004946944236755371,
                    0.0049192957878112795,
                    0.004876319885253906,
                    0.004908031940460205,
                    0.004867072105407715,
                    0.0049162240028381345,
                    0.004895743846893311,
                    0.004904960155487061,
                    0.004878335952758789,
                    0.004927487850189209,
                    0.004923391819000244,
                    0.00487014389038086,
                    0.004873216152191162,
                    0.004867072105407715,
                    0.004872191905975342,
                    0.004882431983947754,
                    0.004895743846893311,
                    0.004927487850189209,
                    0.004866047859191895,
                    0.004869120121002197,
                    0.004872191905975342,
                    0.004868095874786377,
                    0.004866047859191895,
                    0.004873216152191162,
                    0.00487014389038086,
                    0.00487116813659668,
                    0.00486297607421875,
                    0.004869120121002197,
                    0.004866047859191895,
                    0.004869120121002197,
                    0.004866047859191895,
                    0.004866047859191895,
                    0.00487116813659668,
                    0.00487014389038086,
                    0.004869120121002197,
                    0.00487116813659668,
                    0.004869120121002197,
                    0.004867072105407715,
                    0.004869120121002197,
                    0.004869120121002197,
                    0.004869120121002197,
                    0.004868095874786377,
                    0.004866047859191895,
                    0.00487014389038086,
                    0.004866047859191895,
                    0.004869120121002197,
                    0.00487014389038086,
                    0.004866047859191895,
                    0.004868095874786377
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 201.90138505709734
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.7716449565562165e-08,
                "ram": 3.155998215770784e-08,
                "gpu": 3.4251080586729516e-07,
                "total": 4.3178723759056515e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2315955.435783938
            }
        }
    }
}