{
    "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 7643 48-Core Processor",
            "cpu_count": 96,
            "cpu_ram_mb": 1082028.982272,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-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": "0.3.1",
            "optimum_benchmark_commit": "c8d76f6e24e813974534bb204a76658d503b7b1f",
            "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": 903.733248,
                "max_global_vram": 841.777152,
                "max_process_vram": 44313.62048,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 6.8087763671875,
                "mean": 6.8087763671875,
                "stdev": 0.0,
                "p50": 6.8087763671875,
                "p90": 6.8087763671875,
                "p95": 6.8087763671875,
                "p99": 6.8087763671875,
                "values": [
                    6.8087763671875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1017.495552,
                "max_global_vram": 896.958464,
                "max_process_vram": 213843.7632,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 133,
                "total": 0.996918322563171,
                "mean": 0.0074956264854373796,
                "stdev": 0.009335957165461053,
                "p50": 0.007111961841583252,
                "p90": 0.007283576869964599,
                "p95": 0.007429496002197266,
                "p99": 0.007853416690826417,
                "values": [
                    0.007487638950347901,
                    0.007442840099334717,
                    0.007672918796539307,
                    0.007538360118865967,
                    0.00793835687637329,
                    0.007508918762207031,
                    0.0074202799797058105,
                    0.007420599937438965,
                    0.00728748083114624,
                    0.007236441135406494,
                    0.007231481075286865,
                    0.007295481204986572,
                    0.0072550010681152344,
                    0.007244280815124512,
                    0.007183321952819824,
                    0.0072295618057250976,
                    0.007318201065063476,
                    0.007287800788879395,
                    0.007191481113433838,
                    0.007155641078948975,
                    0.007099162101745606,
                    0.007063161849975586,
                    0.007057241916656494,
                    0.007070522785186767,
                    0.007081081867218017,
                    0.007136281967163086,
                    0.007087161064147949,
                    0.007044921875,
                    0.007072601795196533,
                    0.00706124210357666,
                    0.007082682132720947,
                    0.007057561874389649,
                    0.007093401908874511,
                    0.007065561771392823,
                    0.0070518021583557125,
                    0.00705964183807373,
                    0.007061081886291504,
                    0.11348307037353515,
                    0.002248948097229004,
                    0.0021783890724182127,
                    0.0021694281101226807,
                    0.0021673479080200194,
                    0.0021574289798736573,
                    0.002170707941055298,
                    0.00213870906829834,
                    0.002150228977203369,
                    0.0021543879508972167,
                    0.002131989002227783,
                    0.0021332681179046633,
                    0.0021527891159057616,
                    0.006143806934356689,
                    0.007251161098480225,
                    0.007267961025238037,
                    0.0071129221916198734,
                    0.007075642108917236,
                    0.007093881130218506,
                    0.007086041927337646,
                    0.007075642108917236,
                    0.007108121871948242,
                    0.007099802017211914,
                    0.007137402057647705,
                    0.0070983610153198245,
                    0.007093721866607666,
                    0.007140922069549561,
                    0.0071367621421813965,
                    0.007152280807495117,
                    0.007132761955261231,
                    0.007122841835021973,
                    0.007154841899871826,
                    0.0071270008087158205,
                    0.007111961841583252,
                    0.007090521812438965,
                    0.007127320766448975,
                    0.007128282070159912,
                    0.007305079936981201,
                    0.00708700180053711,
                    0.007115642070770264,
                    0.007052443027496338,
                    0.007100922107696533,
                    0.007103481769561768,
                    0.007118360996246338,
                    0.007095161914825439,
                    0.007113081932067871,
                    0.007132280826568604,
                    0.0071180419921875,
                    0.007083961963653565,
                    0.0070988421440124514,
                    0.0071017217636108396,
                    0.0070774021148681645,
                    0.007082361221313477,
                    0.007080602169036865,
                    0.007094202041625977,
                    0.0071086020469665525,
                    0.007100121974945068,
                    0.0071580419540405275,
                    0.007035162925720215,
                    0.007132441997528076,
                    0.007079001903533936,
                    0.007121400833129883,
                    0.0070873222351074214,
                    0.007159162044525147,
                    0.0071367621421813965,
                    0.007153080940246582,
                    0.007131162166595459,
                    0.007103322029113769,
                    0.007118360996246338,
                    0.007128602027893067,
                    0.007112122058868408,
                    0.0071281218528747555,
                    0.007093562126159668,
                    0.0071644411087036135,
                    0.007162840843200684,
                    0.007126361846923828,
                    0.00712044095993042,
                    0.007101401805877685,
                    0.007087801933288574,
                    0.007107481956481933,
                    0.00711852216720581,
                    0.007093562126159668,
                    0.0070935611724853515,
                    0.007135161876678467,
                    0.007130361080169677,
                    0.007123002052307129,
                    0.0071412410736083985,
                    0.007118202209472656,
                    0.007111001968383789,
                    0.007168121814727783,
                    0.00706348180770874,
                    0.007104440212249756,
                    0.0070938820838928225,
                    0.0071231617927551266,
                    0.007139801979064941,
                    0.007145242214202881
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 133.41113006935652
            },
            "energy": null,
            "efficiency": null
        }
    }
}