{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 902.189056,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993536
            },
            "latency": {
                "unit": "s",
                "count": 145,
                "total": 0.997332896232605,
                "mean": 0.006878157905052447,
                "stdev": 0.0004279952769912334,
                "p50": 0.006903808116912841,
                "p90": 0.007034867382049561,
                "p95": 0.007138508796691894,
                "p99": 0.009311232376098634,
                "values": [
                    0.009842687606811524,
                    0.009390080451965332,
                    0.009210880279541016,
                    0.007515135765075683,
                    0.007172095775604248,
                    0.0071485438346862796,
                    0.007143424034118652,
                    0.007044095993041993,
                    0.006956031799316406,
                    0.007001088142395019,
                    0.00692739200592041,
                    0.006944767951965332,
                    0.006966271877288818,
                    0.006912000179290771,
                    0.006834176063537598,
                    0.006889472007751465,
                    0.00693452787399292,
                    0.007053311824798584,
                    0.0069703998565673825,
                    0.006966271877288818,
                    0.006969344139099121,
                    0.006930431842803955,
                    0.00689356803894043,
                    0.006939648151397705,
                    0.007001088142395019,
                    0.007066624164581299,
                    0.006958079814910889,
                    0.007018527984619141,
                    0.006965248107910156,
                    0.00694374418258667,
                    0.006944767951965332,
                    0.006985727787017822,
                    0.007044095993041993,
                    0.00698367977142334,
                    0.0068689918518066405,
                    0.006922239780426025,
                    0.006915008068084717,
                    0.006953983783721924,
                    0.006903808116912841,
                    0.006873087882995605,
                    0.006927360057830811,
                    0.007018496036529541,
                    0.006973440170288086,
                    0.007027711868286133,
                    0.007012351989746094,
                    0.0069959678649902345,
                    0.006933504104614257,
                    0.006912000179290771,
                    0.006964223861694336,
                    0.007034848213195801,
                    0.006931456089019775,
                    0.006903808116912841,
                    0.007020544052124023,
                    0.006957056045532227,
                    0.006903808116912841,
                    0.006910975933074951,
                    0.006960127830505371,
                    0.006922239780426025,
                    0.006978559970855713,
                    0.006957056045532227,
                    0.006881279945373535,
                    0.006924320220947266,
                    0.006879231929779053,
                    0.006906879901885986,
                    0.006924287796020508,
                    0.006953983783721924,
                    0.007007232189178467,
                    0.006966271877288818,
                    0.007051263809204102,
                    0.0070348801612854,
                    0.0071188478469848635,
                    0.007009280204772949,
                    0.0069816322326660156,
                    0.006965248107910156,
                    0.006932447910308838,
                    0.0069550080299377445,
                    0.006965248107910156,
                    0.006899712085723877,
                    0.006852608203887939,
                    0.006751264095306396,
                    0.006899712085723877,
                    0.006998015880584717,
                    0.006756351947784424,
                    0.006624256134033203,
                    0.0065883522033691405,
                    0.006622208118438721,
                    0.0066375679969787596,
                    0.006804448127746582,
                    0.006807551860809326,
                    0.006807551860809326,
                    0.006870016098022461,
                    0.006852608203887939,
                    0.007011328220367432,
                    0.006989791870117188,
                    0.006760447978973389,
                    0.00675328016281128,
                    0.006735936164855957,
                    0.007278592109680176,
                    0.006605823993682861,
                    0.006544415950775147,
                    0.006632448196411133,
                    0.0066078720092773435,
                    0.006583295822143555,
                    0.0066007041931152345,
                    0.006569983959197998,
                    0.00658739185333252,
                    0.006627327919006347,
                    0.006567967891693115,
                    0.0066109437942504885,
                    0.006557695865631104,
                    0.006441984176635742,
                    0.006512639999389648,
                    0.006657023906707763,
                    0.006606847763061524,
                    0.006649856090545654,
                    0.0066447358131408694,
                    0.006533120155334473,
                    0.00654534387588501,
                    0.0065781760215759275,
                    0.006538176059722901,
                    0.006564864158630371,
                    0.006591487884521485,
                    0.006591487884521485,
                    0.00658022403717041,
                    0.00657919979095459,
                    0.006602752208709717,
                    0.006573056221008301,
                    0.0065474557876586915,
                    0.006551551818847656,
                    0.006584320068359375,
                    0.006550528049468994,
                    0.006598656177520752,
                    0.0066406397819519045,
                    0.006593535900115967,
                    0.006592512130737305,
                    0.006598688125610351,
                    0.006555647850036621,
                    0.006633471965789795,
                    0.006592512130737305,
                    0.006562816143035889,
                    0.006586368083953857,
                    0.0066007041931152345,
                    0.0065771517753601075,
                    0.0065924801826477055,
                    0.0065781760215759275
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 145.3877642537744
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.669463059380917e-08,
                "ram": 4.1917744884783806e-08,
                "gpu": 1.417079986709657e-07,
                "total": 2.6032037414955867e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3841420.4161579846
            }
        }
    }
}