{
    "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": {},
            "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,
            "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": 1082015.236096,
            "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": "0.3.1",
            "optimum_benchmark_commit": "bc977b19adf337e8eb02985f3cceb35e1a783a1c",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 900.378624,
                "max_global_vram": 841.76896,
                "max_process_vram": 45158.928384,
                "max_reserved": 555.74528,
                "max_allocated": 499.376128
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.3461826171875,
                "mean": 7.3461826171875,
                "stdev": 0.0,
                "p50": 7.3461826171875,
                "p90": 7.3461826171875,
                "p95": 7.3461826171875,
                "p99": 7.3461826171875,
                "values": [
                    7.3461826171875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1014.136832,
                "max_global_vram": 897.093632,
                "max_process_vram": 235058.909184,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 135,
                "total": 0.9981891474723811,
                "mean": 0.007393993684980605,
                "stdev": 0.000399735675018889,
                "p50": 0.007244318008422851,
                "p90": 0.007975773620605468,
                "p95": 0.008084094047546387,
                "p99": 0.008224948291778564,
                "values": [
                    0.008241758346557618,
                    0.008192317008972168,
                    0.008163198471069336,
                    0.008101117134094239,
                    0.008109758377075196,
                    0.00807679843902588,
                    0.008035676956176758,
                    0.008160477638244628,
                    0.008428636550903321,
                    0.008074398040771485,
                    0.008006397247314454,
                    0.00798351812362671,
                    0.007978077888488769,
                    0.00790351676940918,
                    0.007916478157043457,
                    0.00793711805343628,
                    0.007882876873016358,
                    0.00781871795654297,
                    0.007855038166046142,
                    0.007860796928405762,
                    0.007848797798156738,
                    0.007856798171997071,
                    0.007834396839141845,
                    0.007855517864227295,
                    0.007835358142852784,
                    0.007819197177886962,
                    0.00795999813079834,
                    0.007869597911834716,
                    0.007903357028961182,
                    0.007987678050994873,
                    0.007899678230285645,
                    0.007972317218780518,
                    0.007888318061828613,
                    0.007954876899719238,
                    0.007467837810516358,
                    0.007033597946166992,
                    0.007029438018798828,
                    0.007020637989044189,
                    0.007035518169403076,
                    0.007043198108673095,
                    0.007005437850952149,
                    0.007095357894897461,
                    0.007032957077026367,
                    0.007082558155059814,
                    0.007244318008422851,
                    0.007165118217468262,
                    0.007033917903900146,
                    0.007063518047332764,
                    0.00708607816696167,
                    0.007056317806243897,
                    0.007011678218841553,
                    0.007270397186279297,
                    0.007445598125457763,
                    0.007262877941131592,
                    0.007270718097686767,
                    0.007258718013763428,
                    0.007259838104248047,
                    0.007057436943054199,
                    0.007027997970581055,
                    0.0070638380050659175,
                    0.007060798168182373,
                    0.007073118209838867,
                    0.007048317909240723,
                    0.007093438148498535,
                    0.007027038097381592,
                    0.007052958011627197,
                    0.007042238235473633,
                    0.007265437126159668,
                    0.0071036782264709475,
                    0.007108798027038574,
                    0.007088637828826904,
                    0.007093438148498535,
                    0.007074557781219483,
                    0.007096638202667236,
                    0.00707023811340332,
                    0.007064157962799072,
                    0.0070094380378723144,
                    0.00705775785446167,
                    0.007065117835998535,
                    0.007049918174743652,
                    0.007238237857818603,
                    0.007071037769317627,
                    0.007051517963409424,
                    0.007065278053283691,
                    0.007033438205718994,
                    0.007049757957458496,
                    0.007048956871032715,
                    0.007047838211059571,
                    0.0070185580253601075,
                    0.007022558212280273,
                    0.007011037826538086,
                    0.007060157775878906,
                    0.007023677825927734,
                    0.006996478080749512,
                    0.007072638034820557,
                    0.007031998157501221,
                    0.007042078018188477,
                    0.007049437046051025,
                    0.007170557975769043,
                    0.007050878047943116,
                    0.007024797916412353,
                    0.007071358203887939,
                    0.007846397876739502,
                    0.007904797077178956,
                    0.007939037799835204,
                    0.0077531180381774905,
                    0.007467196941375732,
                    0.0074620780944824215,
                    0.0074191980361938475,
                    0.007385278224945068,
                    0.007323678016662598,
                    0.007348476886749267,
                    0.007388798236846924,
                    0.007442877769470215,
                    0.007559038162231445,
                    0.0070705580711364745,
                    0.007549437046051025,
                    0.00790271806716919,
                    0.007889277935028076,
                    0.007736317157745361,
                    0.007276477813720703,
                    0.007343038082122803,
                    0.007421438217163086,
                    0.007359998226165771,
                    0.007404317855834961,
                    0.007399356842041015,
                    0.007407358169555664,
                    0.0073028779029846195,
                    0.007160798072814941,
                    0.006978878021240234,
                    0.007167357921600342,
                    0.007052637100219726,
                    0.0070158371925354,
                    0.007041597843170166,
                    0.007033438205718994
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 135.24490858455786
            },
            "energy": null,
            "efficiency": null
        }
    }
}