{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+rocm6.1",
            "_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": 1386.426368,
                "max_global_vram": 0.0,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 11.7221171875,
                "mean": 11.7221171875,
                "stdev": 0.0,
                "p50": 11.7221171875,
                "p90": 11.7221171875,
                "p95": 11.7221171875,
                "p99": 11.7221171875,
                "values": [
                    11.7221171875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1515.23328,
                "max_global_vram": 0.0,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 117,
                "total": 0.9995807714462279,
                "mean": 0.008543425396976306,
                "stdev": 9.967093950644974e-05,
                "p50": 0.008515498161315919,
                "p90": 0.008684393692016602,
                "p95": 0.008744488716125489,
                "p99": 0.008900597877502442,
                "values": [
                    0.008500778198242187,
                    0.008556456565856933,
                    0.008551177978515625,
                    0.008661738395690918,
                    0.008642376899719239,
                    0.00892061710357666,
                    0.008593578338623047,
                    0.008556777954101563,
                    0.008613738059997558,
                    0.008596776962280273,
                    0.00854333782196045,
                    0.008519178390502929,
                    0.008432937622070312,
                    0.00842205810546875,
                    0.00843853759765625,
                    0.008435338020324708,
                    0.008494857788085938,
                    0.008513418197631836,
                    0.008489578247070313,
                    0.00843853759765625,
                    0.008506538391113282,
                    0.008412298202514648,
                    0.008429898262023925,
                    0.008451977729797363,
                    0.00846029758453369,
                    0.008414057731628418,
                    0.008435817718505859,
                    0.008502378463745117,
                    0.008463018417358399,
                    0.00846077823638916,
                    0.008478057861328126,
                    0.008452617645263671,
                    0.008458698272705078,
                    0.008457737922668457,
                    0.008482217788696289,
                    0.00845741844177246,
                    0.00846253776550293,
                    0.008470857620239258,
                    0.008464138031005859,
                    0.008515498161315919,
                    0.008551977157592773,
                    0.008493898391723632,
                    0.00848861789703369,
                    0.008490537643432617,
                    0.00848157787322998,
                    0.008486698150634766,
                    0.008505257606506347,
                    0.008482538223266601,
                    0.008539817810058593,
                    0.008513896942138673,
                    0.008478378295898438,
                    0.00847997760772705,
                    0.008482698440551759,
                    0.008489578247070313,
                    0.00847005844116211,
                    0.008464938163757324,
                    0.008662218093872071,
                    0.008719818115234375,
                    0.008718856811523438,
                    0.008689098358154297,
                    0.00859773826599121,
                    0.008616297721862794,
                    0.008581096649169923,
                    0.008613417625427246,
                    0.008525258064270019,
                    0.008713417053222657,
                    0.008741896629333496,
                    0.008784777641296386,
                    0.00873373794555664,
                    0.008681257247924805,
                    0.008754857063293457,
                    0.008635018348693848,
                    0.008603978157043456,
                    0.008538376808166505,
                    0.008506057739257812,
                    0.00857277774810791,
                    0.008525577545166016,
                    0.008515018463134766,
                    0.008489578247070313,
                    0.008465739250183105,
                    0.008438858985900879,
                    0.00844157886505127,
                    0.008448938369750976,
                    0.00848493766784668,
                    0.008459979057312012,
                    0.008439659118652344,
                    0.00844157886505127,
                    0.008580456733703614,
                    0.008795496940612792,
                    0.008567337989807128,
                    0.008484618186950683,
                    0.008641258239746093,
                    0.008921096801757813,
                    0.008758538246154786,
                    0.008660298347473144,
                    0.008587018013000488,
                    0.00854733657836914,
                    0.008495978355407715,
                    0.008534378051757812,
                    0.008547497749328612,
                    0.008527177810668946,
                    0.008565736770629882,
                    0.008566537857055663,
                    0.008544458389282226,
                    0.008551177978515625,
                    0.008559496879577636,
                    0.008539017677307128,
                    0.008527177810668946,
                    0.008580617904663086,
                    0.008537737846374512,
                    0.008523178100585938,
                    0.00850733757019043,
                    0.008555976867675782,
                    0.008598857879638672,
                    0.008562058448791503,
                    0.00850717830657959,
                    0.008505257606506347
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 117.04907031246748
            },
            "energy": null,
            "efficiency": null
        }
    }
}