{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-212.873.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": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 827.506688,
                "max_global_vram": 1030.22592,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.45843115234375,
                "mean": 7.45843115234375,
                "stdev": 0.0,
                "p50": 7.45843115234375,
                "p90": 7.45843115234375,
                "p95": 7.45843115234375,
                "p99": 7.45843115234375,
                "values": [
                    7.45843115234375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.470172112500497e-06,
                "ram": 7.897594431197455e-07,
                "gpu": 1.6847235700008512e-06,
                "total": 3.944655125621093e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1036.06272,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "count": 185,
                "total": 0.9975503997802733,
                "mean": 0.0053921643231366135,
                "stdev": 0.00035382380677547007,
                "p50": 0.005499904155731201,
                "p90": 0.005698559856414795,
                "p95": 0.005851340675354003,
                "p99": 0.006397214756011963,
                "values": [
                    0.005715968132019043,
                    0.0056555519104003905,
                    0.005867519855499268,
                    0.005654528141021729,
                    0.005716991901397705,
                    0.005658624172210694,
                    0.005695487976074219,
                    0.005609471797943116,
                    0.005669888019561768,
                    0.005668896198272705,
                    0.00565231990814209,
                    0.0056217598915100095,
                    0.005598048210144043,
                    0.005577856063842773,
                    0.005534719944000244,
                    0.005605375766754151,
                    0.005543935775756836,
                    0.00541596794128418,
                    0.005431295871734619,
                    0.005472095966339111,
                    0.005704671859741211,
                    0.005535744190216065,
                    0.005585919857025146,
                    0.005596159934997558,
                    0.005550079822540284,
                    0.005559296131134033,
                    0.0057190399169921875,
                    0.005481472015380859,
                    0.005570559978485107,
                    0.00546611213684082,
                    0.005566336154937744,
                    0.005610688209533692,
                    0.00557260799407959,
                    0.005607423782348633,
                    0.005553055763244629,
                    0.005668863773345947,
                    0.005627903938293457,
                    0.005494783878326416,
                    0.005608448028564453,
                    0.005534719944000244,
                    0.0055552000999450684,
                    0.005566463947296142,
                    0.0055244798660278325,
                    0.005467135906219483,
                    0.0055808000564575196,
                    0.005398528099060058,
                    0.005471231937408447,
                    0.0056217598915100095,
                    0.0055101442337036136,
                    0.0055214080810546875,
                    0.006391808032989502,
                    0.00614518404006958,
                    0.006557536125183105,
                    0.0055582718849182125,
                    0.005640192031860352,
                    0.005627903938293457,
                    0.005571455955505371,
                    0.005605375766754151,
                    0.005548031806945801,
                    0.005540863990783691,
                    0.005475232124328613,
                    0.005451776027679443,
                    0.005631999969482422,
                    0.005550079822540284,
                    0.005722976207733154,
                    0.005703680038452149,
                    0.006386688232421875,
                    0.005599232196807862,
                    0.005535808086395264,
                    0.005429279804229736,
                    0.0054906558990478515,
                    0.005581823825836182,
                    0.0055808000564575196,
                    0.005567488193511963,
                    0.00566476821899414,
                    0.005519360065460205,
                    0.005483520030975342,
                    0.005588992118835449,
                    0.005538815975189209,
                    0.00550707197189331,
                    0.00550707197189331,
                    0.0055203838348388675,
                    0.005504000186920166,
                    0.005700607776641845,
                    0.005575679779052735,
                    0.0055808000564575196,
                    0.005615615844726562,
                    0.005585919857025146,
                    0.0055808000564575196,
                    0.005786623954772949,
                    0.005577727794647217,
                    0.005594111919403076,
                    0.0055203838348388675,
                    0.005563392162322998,
                    0.005567584037780762,
                    0.005409952163696289,
                    0.005497824192047119,
                    0.005504000186920166,
                    0.005467135906219483,
                    0.005448703765869141,
                    0.005400576114654541,
                    0.005276671886444092,
                    0.005249023914337158,
                    0.005412864208221436,
                    0.005506048202514649,
                    0.005305344104766845,
                    0.005239808082580567,
                    0.005167103767395019,
                    0.0055316481590271,
                    0.005174272060394287,
                    0.005249023914337158,
                    0.005432320117950439,
                    0.005432191848754883,
                    0.005448703765869141,
                    0.005494783878326416,
                    0.005499904155731201,
                    0.005561344146728516,
                    0.005726016044616699,
                    0.006425600051879882,
                    0.00628326416015625,
                    0.006195199966430664,
                    0.006184959888458252,
                    0.006080512046813965,
                    0.005262335777282715,
                    0.005306431770324707,
                    0.005189631938934326,
                    0.005530623912811279,
                    0.005268415927886963,
                    0.005235712051391602,
                    0.0052007040977478025,
                    0.005004288196563721,
                    0.0049530878067016604,
                    0.004923391819000244,
                    0.0049090561866760255,
                    0.004918272018432617,
                    0.004934656143188477,
                    0.004940800189971924,
                    0.004932608127593994,
                    0.00491212797164917,
                    0.004939775943756103,
                    0.00495411205291748,
                    0.004955135822296143,
                    0.00496230411529541,
                    0.004925439834594727,
                    0.004983808040618896,
                    0.0049459199905395506,
                    0.005038080215454102,
                    0.004910079956054687,
                    0.004928512096405029,
                    0.0049192957878112795,
                    0.004935679912567138,
                    0.005131264209747314,
                    0.004890624046325683,
                    0.004937727928161621,
                    0.0049511041641235355,
                    0.004930560111999512,
                    0.004937727928161621,
                    0.004923391819000244,
                    0.00491212797164917,
                    0.004935679912567138,
                    0.004931583881378174,
                    0.0049459199905395506,
                    0.004932608127593994,
                    0.0049203200340270994,
                    0.0049530878067016604,
                    0.004935679912567138,
                    0.0049090561866760255,
                    0.004932608127593994,
                    0.004926464080810547,
                    0.004907008171081543,
                    0.004922368049621582,
                    0.005055488109588623,
                    0.004922368049621582,
                    0.004933631896972656,
                    0.004914368152618408,
                    0.004904960155487061,
                    0.004925439834594727,
                    0.004927487850189209,
                    0.004934656143188477,
                    0.004887551784515381,
                    0.0050432000160217285,
                    0.004966400146484375,
                    0.004940800189971924,
                    0.004902912139892578,
                    0.004924416065216064
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 185.45428886675722
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.803299594907922e-08,
                "ram": 3.172988695455323e-08,
                "gpu": 3.466737522843146e-07,
                "total": 4.3643663518794706e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2291283.3602279057
            }
        }
    }
}