{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+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": "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": 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": "error",
            "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]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 905.0112,
                "max_global_vram": 841.773056,
                "max_process_vram": 50817.110016,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.356474609375,
                "mean": 8.356474609375,
                "stdev": 0.0,
                "p50": 8.356474609375,
                "p90": 8.356474609375,
                "p95": 8.356474609375,
                "p99": 8.356474609375,
                "values": [
                    8.356474609375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1020.080128,
                "max_global_vram": 896.344064,
                "max_process_vram": 264395.65312,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 123,
                "total": 0.9992745399475101,
                "mean": 0.008124183251605771,
                "stdev": 9.251184838970667e-05,
                "p50": 0.008123177528381348,
                "p90": 0.008261737632751464,
                "p95": 0.008282729148864746,
                "p99": 0.008328210811614991,
                "values": [
                    0.008174057960510253,
                    0.008050857543945312,
                    0.007994217872619629,
                    0.007998698234558106,
                    0.007989098072052002,
                    0.007966698169708252,
                    0.007997578144073486,
                    0.008005098342895508,
                    0.008239176750183106,
                    0.007993257999420167,
                    0.007997097969055176,
                    0.007998857975006103,
                    0.00794333791732788,
                    0.007962859153747559,
                    0.00796301794052124,
                    0.007941577911376953,
                    0.007982217788696289,
                    0.008011817932128906,
                    0.007996297836303711,
                    0.007986217975616454,
                    0.007991017818450928,
                    0.0080492582321167,
                    0.008041257858276368,
                    0.008113738059997558,
                    0.008155497550964355,
                    0.008138378143310547,
                    0.008103657722473144,
                    0.008083658218383789,
                    0.008093418121337891,
                    0.00813453769683838,
                    0.00826237678527832,
                    0.008243657112121583,
                    0.008296458244323731,
                    0.008181577682495117,
                    0.008110857963562012,
                    0.00801437759399414,
                    0.008103977203369141,
                    0.008063657760620117,
                    0.00806845760345459,
                    0.008076778411865234,
                    0.008054377555847168,
                    0.008172138214111328,
                    0.008137738227844239,
                    0.00810061740875244,
                    0.008127338409423828,
                    0.0080623779296875,
                    0.008049737930297852,
                    0.00805965805053711,
                    0.008112616539001465,
                    0.0082086181640625,
                    0.008189256668090821,
                    0.008261737823486328,
                    0.00821901798248291,
                    0.008167178153991698,
                    0.008146858215332032,
                    0.008150057792663574,
                    0.008184456825256347,
                    0.008181258201599121,
                    0.00818653678894043,
                    0.008104778289794922,
                    0.008190056800842286,
                    0.00816285800933838,
                    0.008273097038269043,
                    0.008194217681884766,
                    0.008155977249145508,
                    0.008141098022460937,
                    0.00812685775756836,
                    0.008107817649841309,
                    0.008124137878417969,
                    0.008050857543945312,
                    0.00808797836303711,
                    0.00808909797668457,
                    0.008208297729492187,
                    0.008280137062072753,
                    0.008336297035217285,
                    0.008192618370056153,
                    0.008178057670593262,
                    0.008161897659301759,
                    0.008220617294311523,
                    0.0082830171585083,
                    0.008333737373352051,
                    0.008255178451538087,
                    0.008308616638183594,
                    0.008275337219238281,
                    0.008228297233581544,
                    0.008138697624206543,
                    0.008159017562866211,
                    0.008116936683654786,
                    0.00814925765991211,
                    0.00813709831237793,
                    0.00812893772125244,
                    0.00808797836303711,
                    0.007981897830963135,
                    0.008040617942810059,
                    0.008077737808227538,
                    0.008059018135070801,
                    0.008116777420043946,
                    0.008123177528381348,
                    0.00810221767425537,
                    0.008108456611633301,
                    0.008090858459472655,
                    0.008035978317260743,
                    0.008040138244628906,
                    0.008276617050170899,
                    0.008299656867980957,
                    0.008261736869812011,
                    0.008241738319396973,
                    0.008076617240905762,
                    0.008054218292236327,
                    0.008027177810668945,
                    0.008079498291015626,
                    0.008173737525939941,
                    0.008098857879638672,
                    0.008104937553405762,
                    0.00813645839691162,
                    0.008119176864624024,
                    0.00814925765991211,
                    0.008135817527770995,
                    0.008152297019958496,
                    0.008167978286743163,
                    0.008287176132202149,
                    0.008205257415771484,
                    0.008170377731323243
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 123.08929636740368
            },
            "energy": null,
            "efficiency": null
        }
    }
}