{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_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": "6",
            "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": false,
            "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": "warn",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "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": 1078.489088,
                "max_global_vram": 68702.69952,
                "max_process_vram": 41960.538112,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.7750966796875,
                "mean": 8.7750966796875,
                "stdev": 0.0,
                "p50": 8.7750966796875,
                "p90": 8.7750966796875,
                "p95": 8.7750966796875,
                "p99": 8.7750966796875,
                "values": [
                    8.7750966796875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1195.573248,
                "max_global_vram": 68702.69952,
                "max_process_vram": 240290.992128,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 131,
                "total": 1.0089358258247372,
                "mean": 0.007701800197135402,
                "stdev": 0.007079858292486259,
                "p50": 0.006911046981811523,
                "p90": 0.011232489585876465,
                "p95": 0.01653897476196289,
                "p99": 0.038569524383544884,
                "values": [
                    0.007937928199768067,
                    0.007977127075195312,
                    0.007555047035217285,
                    0.007508327007293701,
                    0.007465287208557129,
                    0.00726784610748291,
                    0.007252167224884034,
                    0.007573126792907715,
                    0.007433765888214111,
                    0.007223845958709717,
                    0.007112327098846435,
                    0.007078086853027344,
                    0.0070516858100891115,
                    0.007078886985778809,
                    0.007008327007293701,
                    0.006936326026916504,
                    0.006875687122344971,
                    0.006893606185913086,
                    0.006944646835327148,
                    0.006867685794830322,
                    0.006844487190246582,
                    0.006930406093597412,
                    0.006911046981811523,
                    0.006939526081085205,
                    0.006930566787719726,
                    0.008727208137512207,
                    0.007422886848449707,
                    0.007776968002319336,
                    0.007695686817169189,
                    0.007349287033081055,
                    0.007416487216949463,
                    0.007456167221069336,
                    0.007160487174987793,
                    0.006852645874023438,
                    0.007313927173614502,
                    0.007372326850891113,
                    0.007772807121276855,
                    0.007586087226867676,
                    0.007330087184906006,
                    0.007085287094116211,
                    0.007107526779174805,
                    0.006865446090698242,
                    0.006897286891937256,
                    0.0071163268089294435,
                    0.006896006107330322,
                    0.0068582468032836914,
                    0.006909605979919434,
                    0.006873766899108887,
                    0.0072884860038757325,
                    0.006844167232513428,
                    0.006869766235351562,
                    0.007057446956634522,
                    0.007023527145385742,
                    0.007039045810699463,
                    0.006880806922912598,
                    0.006863046169281006,
                    0.006970407009124756,
                    0.006873606204986572,
                    0.006907687187194824,
                    0.007039045810699463,
                    0.006907845973968506,
                    0.0068811259269714355,
                    0.006886566162109375,
                    0.006947047233581543,
                    0.006863046169281006,
                    0.0068859272003173825,
                    0.0068780860900878905,
                    0.006828005790710449,
                    0.0068475260734558105,
                    0.006910726070404053,
                    0.006868007183074951,
                    0.006858086109161377,
                    0.006883047103881836,
                    0.006883366107940674,
                    0.006874086856842041,
                    0.0073035268783569335,
                    0.006874725818634033,
                    0.023183542251586912,
                    0.013013932228088379,
                    0.010873130798339844,
                    0.055753650665283205,
                    0.011832011222839356,
                    0.0023704020977020263,
                    0.013508652687072754,
                    0.0023768019676208498,
                    0.0022452819347381593,
                    0.0022387220859527586,
                    0.0022387230396270752,
                    0.0022456018924713133,
                    0.0022417619228363036,
                    0.0022353620529174806,
                    0.0022496020793914794,
                    0.03448467254638672,
                    0.03637555694580078,
                    0.0023187220096588133,
                    0.0022446420192718504,
                    0.0022372820377349854,
                    0.0022414419651031496,
                    0.0022417619228363036,
                    0.0022667219638824463,
                    0.0022441620826721192,
                    0.0022267229557037353,
                    0.002251041889190674,
                    0.0022332820892333985,
                    0.002236802101135254,
                    0.003003523111343384,
                    0.016405134201049804,
                    0.0022915220260620118,
                    0.006866086959838867,
                    0.03950979614257812,
                    0.0022424020767211916,
                    0.002411521911621094,
                    0.002298082113265991,
                    0.0022579228878021242,
                    0.013848012924194335,
                    0.011232489585876465,
                    0.002359682083129883,
                    0.0022398419380187987,
                    0.01577969455718994,
                    0.0025764830112457275,
                    0.016672815322875977,
                    0.0023721630573272706,
                    0.002929922103881836,
                    0.007788167953491211,
                    0.0077531270980834965,
                    0.007729607105255127,
                    0.0077968077659606935,
                    0.008069127082824708,
                    0.007679048061370849,
                    0.01975777816772461,
                    0.0023769609928131104
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 129.8397743909195
            },
            "energy": null,
            "efficiency": null
        }
    }
}