{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "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-5.10.223-212.873.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": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 800.768,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.96257470703125,
                "mean": 7.96257470703125,
                "stdev": 0.0,
                "p50": 7.96257470703125,
                "p90": 7.96257470703125,
                "p95": 7.96257470703125,
                "p99": 7.96257470703125,
                "values": [
                    7.96257470703125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0223147034721652e-06,
                "ram": 5.445882667607599e-07,
                "gpu": 1.6294457479996624e-06,
                "total": 3.1963487182325877e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1091.313664,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 149,
                "total": 0.9973992328643804,
                "mean": 0.006693954582982415,
                "stdev": 0.00040242139657952505,
                "p50": 0.006584320068359375,
                "p90": 0.006866944026947022,
                "p95": 0.006989414310455322,
                "p99": 0.008890122489929214,
                "values": [
                    0.009572352409362793,
                    0.009763839721679688,
                    0.008151040077209473,
                    0.007051296234130859,
                    0.007316480159759522,
                    0.007002111911773682,
                    0.006970367908477783,
                    0.006865920066833496,
                    0.00693555212020874,
                    0.00693555212020874,
                    0.006904831886291504,
                    0.006855679988861084,
                    0.00684438419342041,
                    0.0068915200233459475,
                    0.006871039867401123,
                    0.00679423999786377,
                    0.007031807899475098,
                    0.006758272171020508,
                    0.007703551769256592,
                    0.006851583957672119,
                    0.006676479816436768,
                    0.006822912216186523,
                    0.006719488143920899,
                    0.00657203197479248,
                    0.0066026878356933594,
                    0.006568960189819336,
                    0.006584320068359375,
                    0.006602752208709717,
                    0.006563936233520508,
                    0.006593376159667969,
                    0.006635519981384277,
                    0.006780928134918213,
                    0.0065382399559021,
                    0.0067645440101623535,
                    0.006598656177520752,
                    0.00657919979095459,
                    0.006594399929046631,
                    0.006534143924713135,
                    0.00652288007736206,
                    0.006561791896820069,
                    0.006582176208496094,
                    0.006621183872222901,
                    0.006597631931304931,
                    0.0065669121742248536,
                    0.006584320068359375,
                    0.00658739185333252,
                    0.006549407958984375,
                    0.006521920204162598,
                    0.006743040084838867,
                    0.0067420158386230465,
                    0.006594560146331787,
                    0.006567935943603515,
                    0.006543360233306885,
                    0.0066406397819519045,
                    0.006605823993682861,
                    0.00651580810546875,
                    0.0065985918045043945,
                    0.006517792224884033,
                    0.0065556797981262205,
                    0.006533120155334473,
                    0.006527103900909424,
                    0.006525951862335205,
                    0.006561855792999268,
                    0.006572927951812744,
                    0.006856800079345703,
                    0.006609920024871826,
                    0.006595647811889648,
                    0.0065382399559021,
                    0.006677504062652588,
                    0.006559711933135986,
                    0.006540287971496582,
                    0.006571904182434082,
                    0.006561791896820069,
                    0.006599679946899414,
                    0.006593535900115967,
                    0.006501376152038574,
                    0.00652288007736206,
                    0.0066447358131408694,
                    0.006502399921417237,
                    0.006703104019165039,
                    0.00672051191329956,
                    0.006524928092956543,
                    0.006552576065063476,
                    0.006525887966156006,
                    0.0065372161865234375,
                    0.00653926420211792,
                    0.0065474557876586915,
                    0.006574175834655762,
                    0.006623231887817383,
                    0.0065474557876586915,
                    0.006560768127441406,
                    0.006567935943603515,
                    0.006549503803253174,
                    0.0065372161865234375,
                    0.006584288120269776,
                    0.0068486080169677735,
                    0.006516736030578613,
                    0.006542335987091064,
                    0.006524928092956543,
                    0.006642687797546387,
                    0.0065443840026855465,
                    0.00653107213973999,
                    0.006563839912414551,
                    0.006582272052764892,
                    0.006519807815551758,
                    0.006590464115142822,
                    0.0065177597999572755,
                    0.006498303890228272,
                    0.0068063678741455075,
                    0.006598656177520752,
                    0.0067041277885437015,
                    0.00674508810043335,
                    0.006554624080657959,
                    0.0065146880149841305,
                    0.006584320068359375,
                    0.006523903846740723,
                    0.006660192012786865,
                    0.006819839954376221,
                    0.00669382381439209,
                    0.0066416640281677245,
                    0.006730751991271973,
                    0.006710271835327148,
                    0.0067276802062988285,
                    0.006669312000274658,
                    0.006661119937896728,
                    0.006586368083953857,
                    0.00694374418258667,
                    0.0066344962120056155,
                    0.006545407772064209,
                    0.006570047855377197,
                    0.0065413122177124024,
                    0.006551551818847656,
                    0.0066468482017517086,
                    0.0065484800338745115,
                    0.006561791896820069,
                    0.006546432018280029,
                    0.006540287971496582,
                    0.006512639999389648,
                    0.006595583915710449,
                    0.0065781760215759275,
                    0.006593408107757569,
                    0.006848512172698974,
                    0.006560768127441406,
                    0.006533120155334473,
                    0.00657203197479248,
                    0.006495232105255127,
                    0.006515711784362793,
                    0.006541408061981201,
                    0.0065484800338745115
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 149.38852476564927
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.728969653228744e-08,
                "ram": 4.2257138143780346e-08,
                "gpu": 1.3849037053246618e-07,
                "total": 2.58037205208534e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3875410.1339450073
            }
        }
    }
}