{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "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": 910.077952,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 134,
                "total": 0.9968701138496396,
                "mean": 0.007439329207833133,
                "stdev": 0.00039553367656039207,
                "p50": 0.0076364800930023196,
                "p90": 0.007809126424789429,
                "p95": 0.007873945784568787,
                "p99": 0.00829670275688171,
                "values": [
                    0.008426495552062988,
                    0.007903232097625732,
                    0.008033184051513672,
                    0.00800051212310791,
                    0.007970816135406494,
                    0.007928832054138184,
                    0.007855103969573975,
                    0.00773529577255249,
                    0.007710720062255859,
                    0.007726079940795898,
                    0.007738368034362793,
                    0.007724031925201416,
                    0.007654399871826172,
                    0.007632895946502686,
                    0.007634943962097168,
                    0.007708672046661377,
                    0.007779327869415284,
                    0.007790592193603516,
                    0.007760928153991699,
                    0.007740416049957275,
                    0.007838719844818116,
                    0.0076912641525268555,
                    0.007777279853820801,
                    0.007748608112335205,
                    0.0077506561279296875,
                    0.007775231838226319,
                    0.007689216136932373,
                    0.007748608112335205,
                    0.007790592193603516,
                    0.007778304100036621,
                    0.007723008155822754,
                    0.007858176231384278,
                    0.007702527999877929,
                    0.007681024074554443,
                    0.007673855781555176,
                    0.007688191890716553,
                    0.0076943678855896,
                    0.007702527999877929,
                    0.00774348783493042,
                    0.00783462381362915,
                    0.007731200218200684,
                    0.007758848190307617,
                    0.007674880027770996,
                    0.007676928043365478,
                    0.007762944221496582,
                    0.007741439819335938,
                    0.007734272003173828,
                    0.007738399982452393,
                    0.00765337610244751,
                    0.0076308479309082035,
                    0.0076902399063110355,
                    0.007650303840637207,
                    0.007708672046661377,
                    0.0077209601402282715,
                    0.007576576232910156,
                    0.007641088008880615,
                    0.007638016223907471,
                    0.007665664196014404,
                    0.007661568164825439,
                    0.007824384212493896,
                    0.007697408199310303,
                    0.007758848190307617,
                    0.00781004810333252,
                    0.007745535850524903,
                    0.007518208026885987,
                    0.007398431777954102,
                    0.007356416225433349,
                    0.00734822416305542,
                    0.007325695991516113,
                    0.007476223945617676,
                    0.007277567863464355,
                    0.007153632164001465,
                    0.007037951946258545,
                    0.007098368167877197,
                    0.007160831928253173,
                    0.007510015964508057,
                    0.007321599960327148,
                    0.007288832187652588,
                    0.007575488090515137,
                    0.0076912641525268555,
                    0.007562240123748779,
                    0.007629824161529541,
                    0.00764518404006958,
                    0.007839744091033935,
                    0.00764518404006958,
                    0.007613440036773681,
                    0.008488960266113281,
                    0.007582719802856445,
                    0.007787519931793213,
                    0.0076308479309082035,
                    0.007045119762420654,
                    0.006960127830505371,
                    0.006980607986450196,
                    0.006958079814910889,
                    0.006922239780426025,
                    0.006944767951965332,
                    0.00694374418258667,
                    0.006910975933074951,
                    0.006919167995452881,
                    0.006919167995452881,
                    0.006937600135803222,
                    0.006912000179290771,
                    0.006918144226074219,
                    0.0068915200233459475,
                    0.006912000179290771,
                    0.006900735855102539,
                    0.006912032127380371,
                    0.006938623905181885,
                    0.00693452787399292,
                    0.006904831886291504,
                    0.006887455940246582,
                    0.006923200130462647,
                    0.0069212160110473635,
                    0.006920191764831543,
                    0.00687820816040039,
                    0.006952960014343262,
                    0.0069550080299377445,
                    0.006959072113037109,
                    0.0069324798583984375,
                    0.00693452787399292,
                    0.006892543792724609,
                    0.006907904148101806,
                    0.006897727966308594,
                    0.006931456089019775,
                    0.0069283838272094726,
                    0.006896639823913574,
                    0.006922239780426025,
                    0.006931456089019775,
                    0.006915071964263916,
                    0.006909952163696289,
                    0.006933504104614257,
                    0.00693452787399292,
                    0.006929408073425293,
                    0.007806975841522217
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 134.42072155471553
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.556403749757153e-08,
                "ram": 4.6774106680550825e-08,
                "gpu": 1.550780617122294e-07,
                "total": 2.8741620589035176e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3479274.931287265
            }
        }
    }
}