{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_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": false,
            "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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": "6fd377459e287bb09e9383ba2516b1b2a271a562",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1059.401728,
                "max_global_vram": 778.4448,
                "max_process_vram": 178601.218048,
                "max_reserved": 406.847488,
                "max_allocated": 355.912704
            },
            "latency": {
                "unit": "s",
                "count": 156,
                "total": 0.9967217988967896,
                "mean": 0.006389242300620446,
                "stdev": 0.0002269903110995269,
                "p50": 0.006375027894973755,
                "p90": 0.00666902756690979,
                "p95": 0.006712506890296936,
                "p99": 0.006921547079086304,
                "values": [
                    0.006487987995147705,
                    0.006144628047943115,
                    0.006301908016204834,
                    0.006480788230895996,
                    0.006539987087249756,
                    0.006543988227844238,
                    0.006409907817840576,
                    0.00637310791015625,
                    0.006362867832183838,
                    0.006312948226928711,
                    0.0062622280120849605,
                    0.006284788131713868,
                    0.006405588150024414,
                    0.006242387771606446,
                    0.00621374797821045,
                    0.006420467853546143,
                    0.0062169480323791505,
                    0.006146708965301514,
                    0.00617006778717041,
                    0.006126708030700684,
                    0.00610862922668457,
                    0.006160307884216309,
                    0.006203028202056884,
                    0.006392148017883301,
                    0.006138548851013183,
                    0.0061659088134765625,
                    0.006117588043212891,
                    0.006157429218292237,
                    0.006160307884216309,
                    0.006165108203887939,
                    0.006135509014129638,
                    0.0061411080360412595,
                    0.0061508679389953615,
                    0.006147028923034668,
                    0.006219828128814697,
                    0.00615150785446167,
                    0.007533425807952881,
                    0.0062908678054809574,
                    0.00607214879989624,
                    0.006024467945098877,
                    0.005968628883361816,
                    0.0060537481307983395,
                    0.006059349060058594,
                    0.006058228015899658,
                    0.0060894289016723635,
                    0.0060267081260681156,
                    0.006039828777313233,
                    0.006237748146057129,
                    0.006051188945770264,
                    0.006585426807403564,
                    0.00637694787979126,
                    0.00632830810546875,
                    0.006423987865447998,
                    0.006202548027038574,
                    0.006528947830200195,
                    0.006326228141784668,
                    0.006364627838134766,
                    0.006463508129119873,
                    0.006349267959594726,
                    0.006378868103027344,
                    0.006328467845916748,
                    0.0062887887954711915,
                    0.006424787044525146,
                    0.006704627990722656,
                    0.006701426982879639,
                    0.006709746837615967,
                    0.006441587924957275,
                    0.006646868228912354,
                    0.006469587802886963,
                    0.006326387882232666,
                    0.006480147838592529,
                    0.006402547836303711,
                    0.006433107852935791,
                    0.006504306793212891,
                    0.006323028087615967,
                    0.006415507793426514,
                    0.006360787868499756,
                    0.006282708168029785,
                    0.006461748123168945,
                    0.0062897481918334965,
                    0.006597908020019532,
                    0.006577746868133545,
                    0.006198069095611572,
                    0.0064236679077148435,
                    0.006254708766937256,
                    0.006333108901977539,
                    0.0063531088829040525,
                    0.006248788833618164,
                    0.00641838788986206,
                    0.006204148769378662,
                    0.0063575878143310545,
                    0.006289907932281494,
                    0.006268308162689209,
                    0.006348948001861573,
                    0.006222067832946777,
                    0.006443347930908203,
                    0.006433427810668945,
                    0.006334708213806152,
                    0.006338228225708007,
                    0.006522867202758789,
                    0.0064255881309509275,
                    0.006353588104248047,
                    0.006295827865600586,
                    0.006342708110809326,
                    0.006133588790893554,
                    0.006035668849945068,
                    0.005979989051818848,
                    0.006040627956390381,
                    0.006198228836059571,
                    0.0064159870147705075,
                    0.006248788833618164,
                    0.006819507122039795,
                    0.006642066955566407,
                    0.006388467788696289,
                    0.006188148021697998,
                    0.0063662281036376955,
                    0.0063545479774475095,
                    0.006416627883911133,
                    0.006018229007720947,
                    0.006416468143463134,
                    0.006720787048339844,
                    0.006770226955413818,
                    0.0065729479789733885,
                    0.006641107082366943,
                    0.006684947013854981,
                    0.006678708076477051,
                    0.006663826942443848,
                    0.006528148174285889,
                    0.006525746822357178,
                    0.006674228191375732,
                    0.006690227031707764,
                    0.006659667015075684,
                    0.006698708057403565,
                    0.006945746898651123,
                    0.006653427124023437,
                    0.006901747226715088,
                    0.006805747032165527,
                    0.006789587020874024,
                    0.006595828056335449,
                    0.006546707153320313,
                    0.006594548225402832,
                    0.006532948017120361,
                    0.006557747840881347,
                    0.00654942798614502,
                    0.006547506809234619,
                    0.006573748111724853,
                    0.006563346862792968,
                    0.0065539078712463375,
                    0.006536948204040527,
                    0.0065267071723937985,
                    0.006535828113555908,
                    0.006539507865905762,
                    0.006518065929412842,
                    0.006527667999267578,
                    0.006541428089141846,
                    0.0065315070152282715
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 156.513081355968
            },
            "energy": null,
            "efficiency": null
        }
    }
}