{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "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,
            "latency": true,
            "memory": true,
            "energy": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.3.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 902.397952,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993536
            },
            "latency": {
                "unit": "s",
                "count": 153,
                "total": 0.9966548457145689,
                "mean": 0.006514083958918752,
                "stdev": 0.00024077778745556426,
                "p50": 0.006556672096252441,
                "p90": 0.006827263927459717,
                "p95": 0.006968716716766358,
                "p99": 0.007099187259674072,
                "values": [
                    0.007311359882354736,
                    0.007010303974151612,
                    0.007067647933959961,
                    0.007117824077606201,
                    0.006751232147216797,
                    0.00684438419342041,
                    0.006990816116333008,
                    0.007073791980743408,
                    0.007013376235961914,
                    0.006951935768127441,
                    0.007081984043121338,
                    0.006859776020050049,
                    0.0065443840026855465,
                    0.006601727962493896,
                    0.006643712043762207,
                    0.006642687797546387,
                    0.006667263984680176,
                    0.006673408031463623,
                    0.006592512130737305,
                    0.0066304001808166506,
                    0.006680575847625733,
                    0.006622208118438721,
                    0.006667232036590576,
                    0.006672383785247803,
                    0.006601727962493896,
                    0.006642687797546387,
                    0.0066416640281677245,
                    0.006589439868927002,
                    0.006585343837738037,
                    0.00653107213973999,
                    0.006545407772064209,
                    0.006590464115142822,
                    0.00657916784286499,
                    0.0066119680404663084,
                    0.006669312000274658,
                    0.006725599765777588,
                    0.0067010560035705566,
                    0.00672870397567749,
                    0.006665215969085693,
                    0.006591487884521485,
                    0.006626304149627686,
                    0.006658048152923584,
                    0.006617087841033936,
                    0.006642687797546387,
                    0.00662937593460083,
                    0.006556672096252441,
                    0.006604767799377441,
                    0.006645760059356689,
                    0.006660096168518067,
                    0.006617087841033936,
                    0.006617087841033936,
                    0.00657919979095459,
                    0.006634560108184815,
                    0.006605823993682861,
                    0.006577087879180908,
                    0.006677504062652588,
                    0.006726655960083008,
                    0.006642687797546387,
                    0.006670335769653321,
                    0.006648831844329834,
                    0.006840288162231445,
                    0.006840320110321045,
                    0.006953983783721924,
                    0.00682809591293335,
                    0.006740992069244385,
                    0.006726655960083008,
                    0.006657055854797363,
                    0.006685696125030518,
                    0.00659660816192627,
                    0.006445055961608887,
                    0.0062904319763183595,
                    0.006307839870452881,
                    0.006406144142150879,
                    0.00637440013885498,
                    0.006619135856628418,
                    0.006634463787078857,
                    0.00674508810043335,
                    0.006823935985565186,
                    0.006841279983520508,
                    0.0066447358131408694,
                    0.006569983959197998,
                    0.006497280120849609,
                    0.006681600093841553,
                    0.006618112087249756,
                    0.0065177597999572755,
                    0.006559743881225586,
                    0.00658841609954834,
                    0.006516736030578613,
                    0.006502399921417237,
                    0.006501376152038574,
                    0.006452223777770996,
                    0.006503424167633057,
                    0.006437888145446777,
                    0.006463456153869629,
                    0.006455296039581298,
                    0.0064174079895019534,
                    0.006465536117553711,
                    0.006465536117553711,
                    0.006450175762176514,
                    0.0064767999649047855,
                    0.006337535858154297,
                    0.0062576642036437985,
                    0.006235136032104492,
                    0.006235136032104492,
                    0.006227968215942382,
                    0.0061972479820251464,
                    0.006252543926239014,
                    0.006223872184753418,
                    0.006244351863861084,
                    0.0061931519508361815,
                    0.006220799922943115,
                    0.0062228479385375976,
                    0.006247424125671387,
                    0.006239232063293457,
                    0.006213632106781006,
                    0.0062576642036437985,
                    0.006220799922943115,
                    0.006270976066589356,
                    0.006239232063293457,
                    0.0062269439697265625,
                    0.006231040000915527,
                    0.006188032150268555,
                    0.006260735988616943,
                    0.006235136032104492,
                    0.006284287929534912,
                    0.006238207817077636,
                    0.006262784004211426,
                    0.006252543926239014,
                    0.006258687973022461,
                    0.006258687973022461,
                    0.006228991985321045,
                    0.006244351863861084,
                    0.0062341117858886715,
                    0.006255616188049316,
                    0.006260735988616943,
                    0.006309887886047363,
                    0.0062904319763183595,
                    0.006218751907348633,
                    0.006264832019805908,
                    0.0062228479385375976,
                    0.006266880035400391,
                    0.006240255832672119,
                    0.006262784004211426,
                    0.006309887886047363,
                    0.00621670389175415,
                    0.006280191898345947,
                    0.006220799922943115,
                    0.006355967998504639,
                    0.006246399879455566,
                    0.006212607860565185,
                    0.006298624038696289,
                    0.006213632106781006,
                    0.006270976066589356
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 153.51352643081165
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.58983470775463e-08,
                "ram": 4.1496036145021425e-08,
                "gpu": 1.3474903942307657e-07,
                "total": 2.521434226456443e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3965996.7708353573
            }
        }
    }
}