{
    "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_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": "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]",
                "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": "0.33.0",
            "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": 902.623232,
                "max_global_vram": 689.516544,
                "max_process_vram": 44898.070528,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.323740234375,
                "mean": 7.323740234375,
                "stdev": 0.0,
                "p50": 7.323740234375,
                "p90": 7.323740234375,
                "p95": 7.323740234375,
                "p99": 7.323740234375,
                "values": [
                    7.323740234375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1073.635328,
                "max_global_vram": 777.826304,
                "max_process_vram": 172865.10592,
                "max_reserved": 406.847488,
                "max_allocated": 355.303424
            },
            "latency": {
                "unit": "s",
                "count": 160,
                "total": 0.9954926109313964,
                "mean": 0.006221828818321228,
                "stdev": 0.00032591372094174326,
                "p50": 0.006389501094818116,
                "p90": 0.006476429176330566,
                "p95": 0.00669291694164276,
                "p99": 0.006989177260398865,
                "values": [
                    0.006820139884948731,
                    0.006801899909973145,
                    0.00692061996459961,
                    0.0069636588096618655,
                    0.007055339813232422,
                    0.007025898933410645,
                    0.00694734001159668,
                    0.006905739784240723,
                    0.006687180995941162,
                    0.006404141902923584,
                    0.006520619869232178,
                    0.0064342222213745115,
                    0.006395502090454102,
                    0.006588940143585205,
                    0.006309102058410645,
                    0.006410861015319824,
                    0.006381260871887207,
                    0.006288142204284668,
                    0.006476301193237305,
                    0.006347822189331055,
                    0.006458220958709716,
                    0.006477581024169922,
                    0.006325261116027832,
                    0.005993262767791748,
                    0.006136463165283203,
                    0.006534861087799072,
                    0.00621710205078125,
                    0.005918063163757324,
                    0.0060676617622375485,
                    0.006319180965423584,
                    0.005989102840423584,
                    0.005999182224273682,
                    0.005947021961212158,
                    0.005774064064025879,
                    0.005774223804473877,
                    0.0057339038848876955,
                    0.0058211030960083005,
                    0.006416781902313233,
                    0.006485421180725098,
                    0.006449901103973389,
                    0.006432621002197265,
                    0.006464941024780273,
                    0.00645582103729248,
                    0.006404461860656738,
                    0.006411821842193604,
                    0.006421101093292236,
                    0.006464621067047119,
                    0.006423661231994629,
                    0.00639198112487793,
                    0.006421101093292236,
                    0.006375821113586426,
                    0.006417901992797852,
                    0.006405101776123047,
                    0.0064006209373474125,
                    0.00639470100402832,
                    0.006416621208190918,
                    0.006404301166534424,
                    0.00640814208984375,
                    0.006406382083892822,
                    0.006418701171875,
                    0.00641822099685669,
                    0.006414700984954834,
                    0.006418540954589844,
                    0.006418381214141846,
                    0.0064331011772155765,
                    0.0064297418594360355,
                    0.006395822048187256,
                    0.006389260768890381,
                    0.006407501220703125,
                    0.0064079809188842774,
                    0.00640894079208374,
                    0.006415822029113769,
                    0.00640430212020874,
                    0.00640894079208374,
                    0.006389420986175537,
                    0.006420620918273926,
                    0.006618220806121827,
                    0.0064380612373352054,
                    0.006443981170654297,
                    0.006417581081390381,
                    0.006429901123046875,
                    0.006421741008758545,
                    0.0064171009063720705,
                    0.006411820888519287,
                    0.006399662017822266,
                    0.006428300857543945,
                    0.006423661231994629,
                    0.0064239811897277834,
                    0.006263021945953369,
                    0.005991182804107666,
                    0.0059673418998718265,
                    0.006009102821350098,
                    0.006078221797943115,
                    0.006426540851593018,
                    0.006438381195068359,
                    0.006474221229553222,
                    0.006299341201782226,
                    0.006078063011169433,
                    0.0060598220825195314,
                    0.006080301761627197,
                    0.006027021884918213,
                    0.006063022136688232,
                    0.006046382904052734,
                    0.006158061981201172,
                    0.005995502948760986,
                    0.006169901847839355,
                    0.005865421772003174,
                    0.0058686227798461915,
                    0.0056692628860473635,
                    0.005674384117126465,
                    0.005654063224792481,
                    0.005668943881988526,
                    0.005690063953399658,
                    0.006338060855865479,
                    0.0064286208152771,
                    0.006425100803375244,
                    0.006427661895751953,
                    0.006408621788024902,
                    0.006391180992126465,
                    0.005710863113403321,
                    0.005678062915802002,
                    0.005930062770843506,
                    0.005670543193817139,
                    0.005667664051055908,
                    0.005765102863311768,
                    0.006484941005706787,
                    0.006411820888519287,
                    0.006389581203460694,
                    0.006432781219482422,
                    0.0064476609230041506,
                    0.0061001420021057125,
                    0.00588942289352417,
                    0.006053902149200439,
                    0.005843822956085205,
                    0.006080461978912354,
                    0.005845423221588135,
                    0.0060908617973327635,
                    0.005882382869720459,
                    0.006044301986694336,
                    0.005847982883453369,
                    0.006066381931304932,
                    0.005836303234100342,
                    0.006057261943817139,
                    0.00582062292098999,
                    0.006043501853942871,
                    0.005914382934570313,
                    0.006077102184295654,
                    0.005866063117980957,
                    0.005872783184051514,
                    0.005651823997497559,
                    0.005675502777099609,
                    0.005659502983093262,
                    0.005666224002838135,
                    0.005675182819366455,
                    0.005745422840118408,
                    0.0057121429443359375,
                    0.0056844639778137205,
                    0.005687501907348633,
                    0.005659983158111572,
                    0.0059983830451965335
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 160.72444761825184
            },
            "energy": null,
            "efficiency": null
        }
    }
}