{
    "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",
            "model": "FacebookAI/roberta-base",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 903.622656,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993536
            },
            "latency": {
                "unit": "s",
                "count": 148,
                "total": 1.0005290870666503,
                "mean": 0.006760331669369259,
                "stdev": 0.0003140762940145887,
                "p50": 0.006748159885406494,
                "p90": 0.006987785530090332,
                "p95": 0.007115417504310609,
                "p99": 0.008158031835556032,
                "values": [
                    0.007229440212249756,
                    0.006845439910888672,
                    0.006953023910522461,
                    0.006889472007751465,
                    0.006914048194885254,
                    0.006976511955261231,
                    0.00698367977142334,
                    0.006914048194885254,
                    0.006894559860229492,
                    0.006762495994567871,
                    0.006810624122619629,
                    0.006763455867767334,
                    0.006904831886291504,
                    0.007122943878173828,
                    0.0069847040176391605,
                    0.0068269758224487305,
                    0.00672870397567749,
                    0.006711296081542969,
                    0.006789120197296142,
                    0.006765567779541016,
                    0.006897664070129395,
                    0.006987775802612305,
                    0.00678713607788086,
                    0.006724607944488525,
                    0.006703104019165039,
                    0.006739967823028564,
                    0.006752255916595459,
                    0.0069959678649902345,
                    0.0069816322326660156,
                    0.006976511955261231,
                    0.006743040084838867,
                    0.00673689603805542,
                    0.006755328178405762,
                    0.006730751991271973,
                    0.006776832103729248,
                    0.006811647891998291,
                    0.0067573761940002445,
                    0.006816768169403077,
                    0.006987808227539062,
                    0.007249887943267822,
                    0.00692633581161499,
                    0.006722559928894043,
                    0.006809599876403808,
                    0.006744063854217529,
                    0.006967328071594238,
                    0.007101439952850342,
                    0.0070594558715820314,
                    0.007010303974151612,
                    0.0068392958641052244,
                    0.00703385591506958,
                    0.0067645440101623535,
                    0.006816768169403077,
                    0.006802432060241699,
                    0.0068055038452148435,
                    0.006791200160980225,
                    0.006702079772949219,
                    0.0068351998329162595,
                    0.006825984001159668,
                    0.006837279796600342,
                    0.006937600135803222,
                    0.007214079856872559,
                    0.006852608203887939,
                    0.006830048084259033,
                    0.006763519763946534,
                    0.006754303932189941,
                    0.006729728221893311,
                    0.006700032234191895,
                    0.00672870397567749,
                    0.0067348480224609375,
                    0.006719520092010498,
                    0.006850560188293457,
                    0.006845439910888672,
                    0.006847487926483154,
                    0.006831103801727295,
                    0.006890495777130127,
                    0.006776832103729248,
                    0.00676966381072998,
                    0.006778880119323731,
                    0.006711296081542969,
                    0.0067983360290527345,
                    0.006708223819732666,
                    0.00667852783203125,
                    0.00653926420211792,
                    0.006504447937011719,
                    0.006618112087249756,
                    0.00653107213973999,
                    0.006455296039581298,
                    0.006436863899230957,
                    0.006556672096252441,
                    0.006725632190704346,
                    0.00669593620300293,
                    0.006652927875518798,
                    0.006756351947784424,
                    0.0067717118263244626,
                    0.006808576107025147,
                    0.006900735855102539,
                    0.0069683518409729,
                    0.006675456047058105,
                    0.006594560146331787,
                    0.006617023944854737,
                    0.006636544227600098,
                    0.006739967823028564,
                    0.0065474557876586915,
                    0.006714367866516113,
                    0.006508543968200684,
                    0.006402048110961914,
                    0.0063937921524047855,
                    0.006397952079772949,
                    0.0064143681526184085,
                    0.006383679866790772,
                    0.006388735771179199,
                    0.006385632038116455,
                    0.006421504020690918,
                    0.006396927833557129,
                    0.006379519939422608,
                    0.006392831802368164,
                    0.00652288007736206,
                    0.0064102401733398436,
                    0.006388768196105957,
                    0.006396927833557129,
                    0.0065177597999572755,
                    0.006574079990386963,
                    0.0064839677810668945,
                    0.0064973440170288084,
                    0.006573056221008301,
                    0.006532095909118653,
                    0.0065781760215759275,
                    0.0065372161865234375,
                    0.006411263942718506,
                    0.006589439868927002,
                    0.00637443208694458,
                    0.006402048110961914,
                    0.006452223777770996,
                    0.0064471039772033695,
                    0.007041024208068848,
                    0.006591487884521485,
                    0.007772192001342774,
                    0.008867839813232421,
                    0.008500191688537597,
                    0.00724070405960083,
                    0.006774784088134766,
                    0.0066119680404663084,
                    0.006643712043762207,
                    0.0065710082054138185,
                    0.006628352165222168,
                    0.006598656177520752,
                    0.00653926420211792,
                    0.006615039825439453
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.92173652232958
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.581847277585277e-08,
                "ram": 4.144327706790078e-08,
                "gpu": 1.3222409728662768e-07,
                "total": 2.4948584713038126e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4008243.399383694
            }
        }
    }
}