{
    "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",
            "numactl": false,
            "numactl_kwargs": {},
            "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": "0.2.1",
            "optimum_benchmark_commit": "9c5b122c5b131ce085c14c11b158b31af90e674e",
            "transformers_version": "4.41.0",
            "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": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1060.048896,
                "max_global_vram": 2976.677888,
                "max_process_vram": 182878.420992,
                "max_reserved": 406.847488,
                "max_allocated": 355.30752
            },
            "latency": {
                "unit": "s",
                "count": 152,
                "total": 0.9975254626274105,
                "mean": 0.0065626675172855975,
                "stdev": 0.00023659566466229835,
                "p50": 0.0064711830615997315,
                "p90": 0.006707599067687988,
                "p95": 0.006802718567848204,
                "p99": 0.007653841381073001,
                "values": [
                    0.007815979957580566,
                    0.0065089430809021,
                    0.00642302417755127,
                    0.006394382953643799,
                    0.006420144081115723,
                    0.006390704154968262,
                    0.006430062770843506,
                    0.00642302417755127,
                    0.006379824161529541,
                    0.006450543880462647,
                    0.0064043040275573735,
                    0.006694222927093506,
                    0.00641998291015625,
                    0.0064086241722106935,
                    0.006437104225158691,
                    0.006385744094848633,
                    0.006421904087066651,
                    0.006408302783966064,
                    0.006425104141235352,
                    0.006422063827514648,
                    0.006448462963104248,
                    0.006424943923950196,
                    0.006442062854766846,
                    0.0064283041954040524,
                    0.006386223793029785,
                    0.006390384197235107,
                    0.006405903816223145,
                    0.00641326379776001,
                    0.006390384197235107,
                    0.0064140639305114745,
                    0.006423502922058105,
                    0.006423664093017578,
                    0.006440624237060547,
                    0.006440783977508545,
                    0.006431983947753906,
                    0.00642382287979126,
                    0.006416624069213867,
                    0.006460943222045898,
                    0.006465424060821534,
                    0.006411983013153076,
                    0.006443183898925781,
                    0.006470383167266846,
                    0.006438864231109619,
                    0.006418703079223632,
                    0.006384463787078858,
                    0.006428944110870361,
                    0.006453743934631348,
                    0.0064043040275573735,
                    0.006426063060760498,
                    0.006435664176940918,
                    0.006492622852325439,
                    0.006401423931121826,
                    0.0064171037673950194,
                    0.006421584129333496,
                    0.006444464206695557,
                    0.006423182964324951,
                    0.006452144145965576,
                    0.006471982955932617,
                    0.006416463851928711,
                    0.006475022792816162,
                    0.006538064002990723,
                    0.006499823093414307,
                    0.00649022388458252,
                    0.006424304008483887,
                    0.006543023109436035,
                    0.00742910099029541,
                    0.006351984024047851,
                    0.006343023777008057,
                    0.006374703884124756,
                    0.0063611030578613285,
                    0.006412144184112549,
                    0.006593742847442627,
                    0.006707663059234619,
                    0.006479184150695801,
                    0.006400464057922363,
                    0.006467023849487305,
                    0.006549423217773438,
                    0.006627663135528565,
                    0.006555822849273682,
                    0.006635502815246582,
                    0.006585422992706299,
                    0.006576623916625977,
                    0.006552624225616455,
                    0.006532622814178467,
                    0.006468143939971924,
                    0.00646302318572998,
                    0.006543023109436035,
                    0.006575823783874512,
                    0.006565423965454101,
                    0.006537262916564941,
                    0.006446703910827637,
                    0.006406542778015137,
                    0.006415664196014404,
                    0.006404623031616211,
                    0.006439023971557617,
                    0.006429743766784668,
                    0.006387022972106934,
                    0.006377903938293457,
                    0.006376463890075684,
                    0.0063851032257080075,
                    0.006383984088897705,
                    0.006430704116821289,
                    0.00667598295211792,
                    0.0066484627723693845,
                    0.0066484627723693845,
                    0.007929580211639404,
                    0.0073982210159301755,
                    0.006713902950286866,
                    0.006743823051452637,
                    0.006693102836608887,
                    0.00669182300567627,
                    0.006660623073577881,
                    0.007498061180114746,
                    0.006636143207550049,
                    0.006684302806854248,
                    0.006668942928314209,
                    0.006703823089599609,
                    0.006671503067016602,
                    0.006656463146209717,
                    0.006648783206939697,
                    0.00663502311706543,
                    0.006639183044433594,
                    0.006672943115234375,
                    0.006722542762756347,
                    0.006676302909851074,
                    0.006653903007507324,
                    0.006725903034210205,
                    0.00671550178527832,
                    0.006693422794342041,
                    0.006614223003387452,
                    0.006650702953338623,
                    0.006667182922363281,
                    0.006663022994995117,
                    0.006667663097381591,
                    0.006707023143768311,
                    0.006627983093261719,
                    0.006704302787780761,
                    0.006672462940216064,
                    0.006642703056335449,
                    0.006656622886657715,
                    0.006659022808074951,
                    0.006610863208770752,
                    0.0067214231491088865,
                    0.006661582946777344,
                    0.006666223049163819,
                    0.006954862117767334,
                    0.006712623119354248,
                    0.006682383060455322,
                    0.006874701976776123,
                    0.006995182037353515,
                    0.00667182207107544,
                    0.00659902286529541
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 152.37706273646674
            },
            "energy": null,
            "efficiency": null
        }
    }
}