{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_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": "5",
            "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": "warn",
            "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]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1072.357376,
                "max_global_vram": 68702.69952,
                "max_process_vram": 47362.236416,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.23784375,
                "mean": 8.23784375,
                "stdev": 0.0,
                "p50": 8.23784375,
                "p90": 8.23784375,
                "p95": 8.23784375,
                "p99": 8.23784375,
                "values": [
                    8.23784375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1244.065792,
                "max_global_vram": 68702.69952,
                "max_process_vram": 177295.970304,
                "max_reserved": 406.847488,
                "max_allocated": 355.303424
            },
            "latency": {
                "unit": "s",
                "count": 164,
                "total": 0.9942491350173942,
                "mean": 0.006062494725715823,
                "stdev": 0.0008476084800709577,
                "p50": 0.0059427058696746825,
                "p90": 0.006410496854782105,
                "p95": 0.006731472134590149,
                "p99": 0.007937046756744396,
                "values": [
                    0.006436785221099853,
                    0.006298385143280029,
                    0.006031185150146484,
                    0.006093585014343262,
                    0.0061638250350952144,
                    0.006109745979309082,
                    0.006088304996490479,
                    0.006065585136413574,
                    0.00606510591506958,
                    0.006038384914398193,
                    0.009360137939453126,
                    0.006462544918060303,
                    0.00602222490310669,
                    0.005949585914611816,
                    0.005931826114654541,
                    0.00590238618850708,
                    0.005920626163482666,
                    0.005874546051025391,
                    0.005890066146850586,
                    0.005821906089782715,
                    0.005826705932617187,
                    0.005818545818328857,
                    0.00579822587966919,
                    0.005805905818939209,
                    0.005787186145782471,
                    0.0057873458862304685,
                    0.005805905818939209,
                    0.0058276658058166505,
                    0.005808626174926758,
                    0.0058019070625305175,
                    0.00578862714767456,
                    0.005791825771331787,
                    0.005781105995178223,
                    0.005771026134490966,
                    0.005772146224975586,
                    0.005761106014251709,
                    0.007101263046264648,
                    0.006381264209747314,
                    0.005947825908660889,
                    0.005942225933074951,
                    0.0058655858039855955,
                    0.005939665794372558,
                    0.005933266162872314,
                    0.005921265125274658,
                    0.005940465927124023,
                    0.0059199857711791995,
                    0.005915504932403564,
                    0.005933105945587158,
                    0.005894865989685059,
                    0.005915825843811035,
                    0.005914545059204102,
                    0.00594062614440918,
                    0.005926705837249756,
                    0.0059214248657226565,
                    0.005925906181335449,
                    0.00593134593963623,
                    0.005925586223602295,
                    0.005907505989074707,
                    0.0059060659408569334,
                    0.005925426006317139,
                    0.0059638252258300785,
                    0.005943185806274414,
                    0.005935346126556397,
                    0.005929584980010986,
                    0.005912946224212646,
                    0.015218843460083007,
                    0.004016790866851807,
                    0.004001110076904297,
                    0.0039955110549926755,
                    0.0053603072166442875,
                    0.0059380650520324705,
                    0.005898866176605224,
                    0.00597502613067627,
                    0.00594574499130249,
                    0.0059385461807250975,
                    0.0059004659652709965,
                    0.006223505020141602,
                    0.005930545806884765,
                    0.0059555058479309085,
                    0.005950386047363281,
                    0.005928144931793213,
                    0.005921425819396972,
                    0.00595918607711792,
                    0.0059495849609375,
                    0.005938705921173096,
                    0.0059409461021423336,
                    0.005923824787139893,
                    0.005937585830688477,
                    0.005937265872955322,
                    0.005918546199798584,
                    0.0059244661331176755,
                    0.005918546199798584,
                    0.005919826030731201,
                    0.00593150520324707,
                    0.0059580659866333005,
                    0.005913105964660645,
                    0.005921265125274658,
                    0.005927346229553223,
                    0.005919506072998047,
                    0.0058919858932495114,
                    0.0059243059158325196,
                    0.005910706043243408,
                    0.00591230583190918,
                    0.005925105094909668,
                    0.005871985912322998,
                    0.0059097461700439455,
                    0.005939664840698242,
                    0.005947825908660889,
                    0.005946226119995117,
                    0.005939505100250244,
                    0.0059433460235595705,
                    0.005925106048583984,
                    0.005952624797821045,
                    0.00596142578125,
                    0.006007345199584961,
                    0.005983185768127441,
                    0.006002865791320801,
                    0.005989905834197998,
                    0.006014066219329834,
                    0.006008465766906738,
                    0.005983985900878906,
                    0.005974705219268799,
                    0.0060596661567687985,
                    0.005970545768737793,
                    0.006004946231842041,
                    0.005990224838256836,
                    0.006015505790710449,
                    0.006003664970397949,
                    0.006034225940704346,
                    0.005977425098419189,
                    0.005993266105651856,
                    0.005967504978179931,
                    0.005993745803833008,
                    0.005954706192016602,
                    0.005970066070556641,
                    0.005962386131286621,
                    0.005976785182952881,
                    0.005937746047973633,
                    0.005997745037078858,
                    0.0059599862098693845,
                    0.005970545768737793,
                    0.005962385177612305,
                    0.006011345863342285,
                    0.006807182788848877,
                    0.006724143981933594,
                    0.006731664180755615,
                    0.0067971029281616215,
                    0.006423025131225586,
                    0.006175185203552246,
                    0.006219665050506592,
                    0.006289424896240234,
                    0.0060193448066711425,
                    0.006210384845733642,
                    0.006585423946380615,
                    0.006726862907409668,
                    0.0067271838188171385,
                    0.0067932639122009275,
                    0.00673038387298584,
                    0.0068166241645812985,
                    0.006753424167633057,
                    0.006364624977111816,
                    0.00618974494934082,
                    0.005958705902099609,
                    0.005964145183563232
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 164.9485971110558
            },
            "energy": null,
            "efficiency": null
        }
    }
}