{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+rocm6.1",
            "_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": 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": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "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": 1383.40352,
                "max_global_vram": 0.0,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.6373232421875,
                "mean": 7.6373232421875,
                "stdev": 0.0,
                "p50": 7.6373232421875,
                "p90": 7.6373232421875,
                "p95": 7.6373232421875,
                "p99": 7.6373232421875,
                "values": [
                    7.6373232421875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1554.47296,
                "max_global_vram": 0.0,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 354.740224
            },
            "latency": {
                "unit": "s",
                "count": 164,
                "total": 0.99387935590744,
                "mean": 0.006060239975045367,
                "stdev": 0.00034437273379574375,
                "p50": 0.005996459007263184,
                "p90": 0.006376425981521607,
                "p95": 0.006418768262863159,
                "p99": 0.006534019680023193,
                "values": [
                    0.006515016078948974,
                    0.006229578018188476,
                    0.006443497180938721,
                    0.00656637716293335,
                    0.009208927154541016,
                    0.0064431772232055665,
                    0.006130377769470215,
                    0.005895019054412842,
                    0.006069097995758057,
                    0.00607869815826416,
                    0.006055018901824951,
                    0.005771978855133057,
                    0.005964939117431641,
                    0.006147017955780029,
                    0.005896139144897461,
                    0.005909739017486572,
                    0.006130057811737061,
                    0.005860299110412598,
                    0.005892458915710449,
                    0.0059001388549804685,
                    0.005851658821105957,
                    0.005977098941802979,
                    0.005850059986114502,
                    0.0059014191627502445,
                    0.006074538230895996,
                    0.005891819000244141,
                    0.005837258815765381,
                    0.005991659164428711,
                    0.005762379169464111,
                    0.0058310189247131345,
                    0.00594253921508789,
                    0.0058322992324829105,
                    0.005863179206848144,
                    0.0058572587966918945,
                    0.005874059200286865,
                    0.006143178939819336,
                    0.006079498767852783,
                    0.006067977905273437,
                    0.006289897918701172,
                    0.006133738040924072,
                    0.006231657981872559,
                    0.006242218017578125,
                    0.005974379062652588,
                    0.006132137775421142,
                    0.006240458011627197,
                    0.0060489377975463865,
                    0.006318697929382324,
                    0.0062826981544494625,
                    0.006304458141326904,
                    0.006308298110961914,
                    0.006278538227081299,
                    0.006323816776275634,
                    0.006305257797241211,
                    0.006291337966918945,
                    0.006311017990112305,
                    0.006295816898345947,
                    0.006322378158569336,
                    0.006306057929992676,
                    0.0063161377906799316,
                    0.006350378036499024,
                    0.006309096813201904,
                    0.0063228578567504886,
                    0.006299656867980957,
                    0.006297098159790039,
                    0.006279177188873291,
                    0.006305737972259522,
                    0.006311817169189453,
                    0.00631453800201416,
                    0.006313736915588379,
                    0.006289738178253174,
                    0.006250216960906983,
                    0.005928459167480468,
                    0.006242057800292969,
                    0.005997098922729492,
                    0.0059538989067077636,
                    0.006160778045654297,
                    0.00588477897644043,
                    0.0061975779533386234,
                    0.006221097946166992,
                    0.006077417850494385,
                    0.006350378036499024,
                    0.00620477819442749,
                    0.006144779205322266,
                    0.006089899063110351,
                    0.0058775792121887206,
                    0.006051338195800781,
                    0.00610925817489624,
                    0.005849100112915039,
                    0.005979339122772217,
                    0.005864139080047607,
                    0.0058775792121887206,
                    0.005970219135284424,
                    0.005874699115753174,
                    0.005882538795471191,
                    0.005950539112091064,
                    0.0059159789085388185,
                    0.005755659103393555,
                    0.005995819091796875,
                    0.005808938980102539,
                    0.005947498798370361,
                    0.006060778141021728,
                    0.005829099178314209,
                    0.005856618881225586,
                    0.006213098049163818,
                    0.005945418834686279,
                    0.005962059020996093,
                    0.005838859081268311,
                    0.005853899002075195,
                    0.0061236581802368165,
                    0.005952299118041992,
                    0.006049578189849854,
                    0.005847178936004639,
                    0.005739180088043213,
                    0.005640460014343262,
                    0.005778378963470459,
                    0.005648459911346436,
                    0.0056583800315856934,
                    0.005855659008026123,
                    0.005666860103607178,
                    0.0056479802131652835,
                    0.005883180141448975,
                    0.005611340999603271,
                    0.005637740135192871,
                    0.005826859951019287,
                    0.005640940189361572,
                    0.005643499851226807,
                    0.005950058937072754,
                    0.005868779182434082,
                    0.005706379890441895,
                    0.006008458137512207,
                    0.005776299953460694,
                    0.006388136863708496,
                    0.006396296977996826,
                    0.006383176803588867,
                    0.006369257926940918,
                    0.005948459148406983,
                    0.005642859935760498,
                    0.005852299213409424,
                    0.00562909984588623,
                    0.005706220149993896,
                    0.005683178901672363,
                    0.005700459957122803,
                    0.005934699058532715,
                    0.005673739910125732,
                    0.005637100219726562,
                    0.005878378868103027,
                    0.005626060009002685,
                    0.005838540077209473,
                    0.00593549919128418,
                    0.0060959792137145995,
                    0.005901100158691407,
                    0.006184617996215821,
                    0.006028459072113037,
                    0.005866219043731689,
                    0.006345576763153076,
                    0.00637949800491333,
                    0.006383178234100342,
                    0.0063866968154907226,
                    0.006416457176208496,
                    0.006403656959533691,
                    0.00641917610168457,
                    0.006447017192840576,
                    0.006447816848754883,
                    0.006427337169647216
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 165.00996728145472
            },
            "energy": null,
            "efficiency": null
        }
    }
}