{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "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": {},
            "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": 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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.224-212.876.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 798.875648,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.97052001953125,
                "mean": 7.97052001953125,
                "stdev": 0.0,
                "p50": 7.97052001953125,
                "p90": 7.97052001953125,
                "p95": 7.97052001953125,
                "p99": 7.97052001953125,
                "values": [
                    7.97052001953125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 2.313926902778718e-06,
                "ram": 1.2493756452016848e-06,
                "gpu": 3.553891731999763e-06,
                "total": 7.117194279980165e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1094.959104,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 129,
                "total": 0.9990449585914614,
                "mean": 0.007744534562724505,
                "stdev": 0.00036949793718827,
                "p50": 0.007699456214904785,
                "p90": 0.008034662246704101,
                "p95": 0.008179097747802733,
                "p99": 0.009059336509704589,
                "values": [
                    0.00799129581451416,
                    0.00775270414352417,
                    0.007708672046661377,
                    0.007697408199310303,
                    0.007687136173248291,
                    0.007628799915313721,
                    0.007656447887420655,
                    0.007565311908721924,
                    0.007521279811859131,
                    0.007620607852935791,
                    0.007521312236785888,
                    0.0075008001327514645,
                    0.0075049281120300295,
                    0.007400447845458984,
                    0.007394303798675537,
                    0.007486464023590088,
                    0.0074332160949707035,
                    0.007510015964508057,
                    0.0075673599243164065,
                    0.0075335679054260255,
                    0.007522304058074952,
                    0.00748038387298584,
                    0.007494656085968018,
                    0.007481344223022461,
                    0.0074926080703735356,
                    0.007480319976806641,
                    0.007523295879364014,
                    0.007699456214904785,
                    0.008219648361206054,
                    0.007916543960571289,
                    0.007979008197784423,
                    0.007987103939056396,
                    0.008333312034606934,
                    0.007974912166595459,
                    0.007904255867004394,
                    0.007990272045135497,
                    0.008052736282348634,
                    0.008033280372619628,
                    0.007929855823516846,
                    0.007929855823516846,
                    0.007897088050842285,
                    0.007929855823516846,
                    0.008010751724243164,
                    0.008036352157592774,
                    0.008027135848999023,
                    0.008003583908081055,
                    0.007939072132110595,
                    0.007944128036499024,
                    0.00795750379562378,
                    0.008011775970458984,
                    0.007993311882019042,
                    0.007941152095794678,
                    0.008048640251159669,
                    0.007984127998352051,
                    0.007941120147705078,
                    0.00793497610092163,
                    0.007994400024414063,
                    0.007989247798919678,
                    0.007988224029541016,
                    0.007882751941680909,
                    0.007890944004058837,
                    0.007955455780029297,
                    0.007929855823516846,
                    0.007896063804626464,
                    0.007890944004058837,
                    0.007970816135406494,
                    0.008037376403808593,
                    0.00801587200164795,
                    0.008034239768981934,
                    0.008104960441589355,
                    0.00801478385925293,
                    0.008751104354858399,
                    0.007995391845703125,
                    0.007920639991760254,
                    0.008006655693054199,
                    0.007928832054138184,
                    0.007896063804626464,
                    0.007862271785736084,
                    0.007762944221496582,
                    0.007890944004058837,
                    0.007823359966278077,
                    0.007624703884124756,
                    0.00757862377166748,
                    0.008118271827697754,
                    0.008940544128417969,
                    0.009004063606262207,
                    0.00908083152770996,
                    0.009176063537597656,
                    0.00774451208114624,
                    0.007456768035888672,
                    0.007479328155517578,
                    0.007425024032592774,
                    0.007954432010650634,
                    0.007450623989105225,
                    0.007582719802856445,
                    0.007318528175354004,
                    0.007307263851165771,
                    0.007303167819976806,
                    0.0073359360694885255,
                    0.007308256149291992,
                    0.007480319976806641,
                    0.00728166389465332,
                    0.007233535766601563,
                    0.007323647975921631,
                    0.007261184215545655,
                    0.007383039951324463,
                    0.00738918399810791,
                    0.0074035201072692874,
                    0.007384064197540283,
                    0.007383039951324463,
                    0.007395328044891358,
                    0.0073994240760803225,
                    0.00739737606048584,
                    0.007368703842163086,
                    0.007415808200836181,
                    0.0074065918922424315,
                    0.007418879985809326,
                    0.007393280029296875,
                    0.007390207767486572,
                    0.007407616138458252,
                    0.007409664154052734,
                    0.007398399829864502,
                    0.0073768959045410155,
                    0.007414783954620361,
                    0.007398399829864502,
                    0.007392255783081054,
                    0.007364607810974121,
                    0.0074291200637817386,
                    0.008012800216674805
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 129.12331811560833
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.791163118827175e-08,
                "ram": 4.8041229783415946e-08,
                "gpu": 1.6997132939259216e-07,
                "total": 3.0592419036427984e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3268783.6774504427
            }
        }
    }
}