{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "model_type": "roberta",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-base",
            "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 7643 48-Core Processor",
            "cpu_count": 96,
            "cpu_ram_mb": 1082028.982272,
            "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": "0.3.1",
            "optimum_benchmark_commit": "91971089040d6dac4da0f6b0a30eec8415a34544",
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 903.684096,
                "max_global_vram": 841.781248,
                "max_process_vram": 42439.380992,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 6.94510302734375,
                "mean": 6.94510302734375,
                "stdev": 0.0,
                "p50": 6.94510302734375,
                "p90": 6.94510302734375,
                "p95": 6.94510302734375,
                "p99": 6.94510302734375,
                "values": [
                    6.94510302734375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1017.368576,
                "max_global_vram": 897.101824,
                "max_process_vram": 215974.465536,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 143,
                "total": 0.9956697506904602,
                "mean": 0.006962725529303917,
                "stdev": 0.0005691437276907642,
                "p50": 0.006825791835784912,
                "p90": 0.007133793067932129,
                "p95": 0.007450834798812867,
                "p99": 0.009271700410842928,
                "values": [
                    0.007263234138488769,
                    0.007284674167633056,
                    0.007477795124053955,
                    0.007529314994812012,
                    0.007733315944671631,
                    0.007474434852600098,
                    0.007459714889526368,
                    0.007299553871154785,
                    0.0072061138153076175,
                    0.01033796787261963,
                    0.007370913982391357,
                    0.006795072078704834,
                    0.0068067522048950195,
                    0.006819070816040039,
                    0.006791232109069824,
                    0.006789152145385742,
                    0.006847231864929199,
                    0.006804990768432617,
                    0.006829951763153076,
                    0.006844192028045654,
                    0.006804031848907471,
                    0.0068237118721008305,
                    0.006817630767822266,
                    0.006843871116638184,
                    0.006819392204284668,
                    0.006793791770935058,
                    0.006821792125701904,
                    0.00681619119644165,
                    0.006795711994171142,
                    0.0068067522048950195,
                    0.006810911178588867,
                    0.006802751064300537,
                    0.0068000321388244625,
                    0.0068384318351745604,
                    0.006817471981048584,
                    0.0067800312042236325,
                    0.006815392017364502,
                    0.006784512042999268,
                    0.006812191009521485,
                    0.006798751831054687,
                    0.006828351020812988,
                    0.012300698280334473,
                    0.00585858678817749,
                    0.00681139087677002,
                    0.006815071105957031,
                    0.006800191879272461,
                    0.006813792228698731,
                    0.006805631160736084,
                    0.006826910972595215,
                    0.006819231986999512,
                    0.006800352096557617,
                    0.0068403520584106444,
                    0.006820671081542969,
                    0.0067805109024047855,
                    0.0068169918060302735,
                    0.0068262720108032224,
                    0.006805631160736084,
                    0.006790911197662354,
                    0.006838111877441406,
                    0.0067926721572875975,
                    0.006790111064910889,
                    0.006803552150726319,
                    0.006820352077484131,
                    0.006834432125091553,
                    0.006825791835784912,
                    0.006863232135772705,
                    0.006853472232818603,
                    0.006810750961303711,
                    0.006805631160736084,
                    0.006793312072753906,
                    0.006808191776275635,
                    0.006797630786895752,
                    0.006819392204284668,
                    0.006824672222137451,
                    0.006814271926879883,
                    0.006804191112518311,
                    0.006807072162628174,
                    0.006785632133483887,
                    0.006789951801300049,
                    0.006791070938110351,
                    0.006801951885223389,
                    0.006780191898345948,
                    0.006794911861419678,
                    0.006817471027374267,
                    0.006817310810089111,
                    0.006805952072143555,
                    0.006846752166748047,
                    0.006830751895904541,
                    0.006832352161407471,
                    0.006830431938171387,
                    0.006833151817321777,
                    0.006809310913085937,
                    0.00682659101486206,
                    0.0068072319030761715,
                    0.006802432060241699,
                    0.007157153129577637,
                    0.0068310718536376954,
                    0.006820511817932129,
                    0.006810272216796875,
                    0.006804031848907471,
                    0.0068243517875671384,
                    0.0068203511238098145,
                    0.006812351226806641,
                    0.006810751914978028,
                    0.006836991786956787,
                    0.006825471878051758,
                    0.007799235820770264,
                    0.00734947395324707,
                    0.007005792140960693,
                    0.00698179292678833,
                    0.006966271877288818,
                    0.006968992233276367,
                    0.007033953189849854,
                    0.007008993148803711,
                    0.006975552082061767,
                    0.006969472885131836,
                    0.0070136327743530276,
                    0.006984992027282715,
                    0.006987873077392578,
                    0.006970592975616455,
                    0.006974112033843994,
                    0.006976033210754394,
                    0.006972511768341064,
                    0.006938752174377442,
                    0.006964032173156738,
                    0.006958111763000489,
                    0.006966753005981445,
                    0.006931871891021729,
                    0.00694707202911377,
                    0.0069269118309021,
                    0.006944032192230225,
                    0.006962112903594971,
                    0.006983551979064941,
                    0.0069222722053527835,
                    0.006962912082672119,
                    0.006923072814941407,
                    0.006936031818389893,
                    0.006936192035675049,
                    0.006969632148742676,
                    0.0069685130119323735,
                    0.006959392070770264,
                    0.006995713233947754,
                    0.007040352821350098
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 143.6219187143476
            },
            "energy": null,
            "efficiency": null
        }
    }
}