{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 720.4864,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.2746279296875,
                "mean": 7.2746279296875,
                "stdev": 0.0,
                "p50": 7.2746279296875,
                "p90": 7.2746279296875,
                "p95": 7.2746279296875,
                "p99": 7.2746279296875,
                "values": [
                    7.2746279296875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0558310482237074e-06,
                "ram": 5.546491861863956e-07,
                "gpu": 1.7316680519970096e-06,
                "total": 3.3421482864071126e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 913.072128,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 148,
                "total": 0.9980857605934144,
                "mean": 0.006743822706712259,
                "stdev": 0.00036887322435042385,
                "p50": 0.006713840007781982,
                "p90": 0.007009894609451294,
                "p95": 0.007057654428482055,
                "p99": 0.008474879779815675,
                "values": [
                    0.0066999998092651366,
                    0.006831103801727295,
                    0.006800384044647217,
                    0.008388607978820802,
                    0.007090176105499267,
                    0.007060544013977051,
                    0.007107583999633789,
                    0.007131135940551757,
                    0.007048192024230957,
                    0.0069816322326660156,
                    0.00704201602935791,
                    0.006975488185882568,
                    0.0068689918518066405,
                    0.006815743923187256,
                    0.006897664070129395,
                    0.006910975933074951,
                    0.006968319892883301,
                    0.00693452787399292,
                    0.006939648151397705,
                    0.007009280204772949,
                    0.0068689918518066405,
                    0.00688640022277832,
                    0.007011328220367432,
                    0.0070522880554199216,
                    0.007045119762420654,
                    0.006916096210479736,
                    0.006998015880584717,
                    0.006966239929199218,
                    0.006892543792724609,
                    0.00687718391418457,
                    0.006961152076721191,
                    0.00694271993637085,
                    0.006857664108276367,
                    0.00676966381072998,
                    0.006847487926483154,
                    0.0068618240356445315,
                    0.006840320110321045,
                    0.006850560188293457,
                    0.006915071964263916,
                    0.006896639823913574,
                    0.006927360057830811,
                    0.007024640083312988,
                    0.006965248107910156,
                    0.006977536201477051,
                    0.006874112129211426,
                    0.006881279945373535,
                    0.0068915200233459475,
                    0.006915071964263916,
                    0.00694374418258667,
                    0.006895616054534912,
                    0.006903808116912841,
                    0.0068577280044555666,
                    0.006841343879699707,
                    0.006853631973266602,
                    0.006874112129211426,
                    0.006833151817321777,
                    0.0069928960800170895,
                    0.006820864200592041,
                    0.006819839954376221,
                    0.006847487926483154,
                    0.006898752212524414,
                    0.006848512172698974,
                    0.006833151817321777,
                    0.006852608203887939,
                    0.007006207942962647,
                    0.007001088142395019,
                    0.006931456089019775,
                    0.006633471965789795,
                    0.006616064071655273,
                    0.006524928092956543,
                    0.006559743881225586,
                    0.006568960189819336,
                    0.006426623821258545,
                    0.00653107213973999,
                    0.00653107213973999,
                    0.006423552036285401,
                    0.006394879817962646,
                    0.006241343975067139,
                    0.00643071985244751,
                    0.006536191940307618,
                    0.006339583873748779,
                    0.00859340763092041,
                    0.0085350399017334,
                    0.008407039642333984,
                    0.0070225920677185055,
                    0.006784031867980957,
                    0.0067051520347595215,
                    0.006722527980804444,
                    0.006904831886291504,
                    0.006738944053649902,
                    0.006516736030578613,
                    0.00637440013885498,
                    0.006407167911529541,
                    0.00643993616104126,
                    0.006535168170928955,
                    0.006536191940307618,
                    0.006481919765472412,
                    0.006543360233306885,
                    0.006504511833190918,
                    0.006505472183227539,
                    0.006538271903991699,
                    0.006478847980499268,
                    0.006557695865631104,
                    0.006542335987091064,
                    0.0064839677810668945,
                    0.006524928092956543,
                    0.006491136074066162,
                    0.006448128223419189,
                    0.0065136637687683106,
                    0.006459392070770263,
                    0.006393856048583985,
                    0.006423552036285401,
                    0.006467584133148193,
                    0.006481919765472412,
                    0.006499328136444092,
                    0.006469632148742676,
                    0.006518784046173095,
                    0.006468639850616455,
                    0.0064767999649047855,
                    0.006497280120849609,
                    0.006482944011688232,
                    0.006523935794830322,
                    0.006471680164337158,
                    0.006482944011688232,
                    0.006529983997344971,
                    0.006449183940887451,
                    0.006504447937011719,
                    0.0065064959526062015,
                    0.006658048152923584,
                    0.006586368083953857,
                    0.0065781760215759275,
                    0.006497280120849609,
                    0.00653107213973999,
                    0.00653004789352417,
                    0.006456319808959961,
                    0.006398975849151611,
                    0.006363135814666748,
                    0.006362112045288086,
                    0.006401023864746094,
                    0.006341631889343262,
                    0.006379519939422608,
                    0.006540287971496582,
                    0.006408192157745361,
                    0.006433728218078613,
                    0.006347807884216308,
                    0.006622208118438721,
                    0.006535168170928955,
                    0.006338560104370118
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 148.28385079054354
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.421798693637053e-08,
                "ram": 4.057622639167906e-08,
                "gpu": 1.3066677119998038e-07,
                "total": 2.4546098452802996e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4073967.200623718
            }
        }
    }
}