{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "model": "openai-community/gpt2",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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,
            "latency": true,
            "memory": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1052.778496,
                "max_global_vram": 1118.404608,
                "max_process_vram": 293054.574592,
                "max_reserved": 725.614592,
                "max_allocated": 512.832512
            },
            "latency": {
                "unit": "s",
                "count": 61,
                "total": 0.5021723852157592,
                "mean": 0.008232334183864905,
                "stdev": 0.0005346202064585218,
                "p50": 0.008077877998352051,
                "p90": 0.008484915733337402,
                "p95": 0.008586833953857422,
                "p99": 0.010325065422058102,
                "values": [
                    0.01202569580078125,
                    0.008134357452392578,
                    0.008083956718444824,
                    0.008094197273254394,
                    0.00806939697265625,
                    0.008062197685241699,
                    0.008082677841186523,
                    0.008074197769165039,
                    0.008093877792358399,
                    0.008096597671508788,
                    0.008098997116088868,
                    0.00811147689819336,
                    0.008107156753540038,
                    0.008217876434326171,
                    0.008059797286987304,
                    0.008046036720275878,
                    0.008058358192443847,
                    0.008040597915649414,
                    0.008058197021484375,
                    0.008036437034606934,
                    0.008029397964477538,
                    0.00805627727508545,
                    0.0080503568649292,
                    0.008060916900634766,
                    0.008062357902526856,
                    0.0082545166015625,
                    0.008324915885925294,
                    0.00837147617340088,
                    0.008293875694274902,
                    0.008099957466125489,
                    0.008077877998352051,
                    0.008073718070983886,
                    0.008057876586914063,
                    0.008057876586914063,
                    0.00805179786682129,
                    0.008062197685241699,
                    0.008068277359008788,
                    0.008114517211914063,
                    0.008092276573181153,
                    0.008052597045898438,
                    0.008061077117919922,
                    0.008085877418518066,
                    0.008055477142333985,
                    0.008071637153625489,
                    0.008046036720275878,
                    0.008117076873779296,
                    0.008044757843017579,
                    0.008863153457641602,
                    0.008484915733337402,
                    0.008506514549255372,
                    0.008215956687927246,
                    0.009191311836242676,
                    0.008478195190429687,
                    0.008478835105895996,
                    0.008068758010864258,
                    0.008062996864318848,
                    0.008053558349609375,
                    0.00810539722442627,
                    0.008073078155517579,
                    0.008586833953857422,
                    0.008555793762207031
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 242.94446208463353
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1052.778496,
                "max_global_vram": 1118.408704,
                "max_process_vram": 298935.271424,
                "max_reserved": 725.614592,
                "max_allocated": 513.056256
            },
            "latency": {
                "unit": "s",
                "count": 61,
                "total": 0.5061653232574462,
                "mean": 0.0082977921845483,
                "stdev": 0.00026640755868805613,
                "p50": 0.008166996955871583,
                "p90": 0.008602354049682617,
                "p95": 0.008709394454956054,
                "p99": 0.00930974292755127,
                "values": [
                    0.008709394454956054,
                    0.008124917030334473,
                    0.00817259693145752,
                    0.008158516883850098,
                    0.008166996955871583,
                    0.008166356086730957,
                    0.008158037185668945,
                    0.008192915916442872,
                    0.008137877464294434,
                    0.00817003631591797,
                    0.0082194766998291,
                    0.00816651725769043,
                    0.008332595825195313,
                    0.008192597389221191,
                    0.008187156677246094,
                    0.00817531681060791,
                    0.008151796340942383,
                    0.008148117065429688,
                    0.008136116981506347,
                    0.008141237258911133,
                    0.00817083740234375,
                    0.008394355773925782,
                    0.008118837356567384,
                    0.008151956558227539,
                    0.00857115364074707,
                    0.008371315002441405,
                    0.009506349563598632,
                    0.008376275062561035,
                    0.008134837150573731,
                    0.008123637199401856,
                    0.008134037017822266,
                    0.00815131664276123,
                    0.008149396896362305,
                    0.008127636909484863,
                    0.008160757064819337,
                    0.008144597053527831,
                    0.008176116943359376,
                    0.008158197402954101,
                    0.0081332368850708,
                    0.008140276908874512,
                    0.008242197036743164,
                    0.008148756980895996,
                    0.008129397392272949,
                    0.008420915603637695,
                    0.008448275566101074,
                    0.008143157005310058,
                    0.008118037223815919,
                    0.009178671836853027,
                    0.00857163429260254,
                    0.008537714958190917,
                    0.008551633834838868,
                    0.008616594314575196,
                    0.008508114814758301,
                    0.008326835632324218,
                    0.008239476203918458,
                    0.00813115692138672,
                    0.008158995628356933,
                    0.008134838104248046,
                    0.008889232635498047,
                    0.008602354049682617,
                    0.00866363525390625
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 120.51398465511656
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 60,
                "total": 0.989397336959839,
                "mean": 0.016489955615997316,
                "stdev": 0.0004276576323493627,
                "p50": 0.016286714553833008,
                "p90": 0.017090789222717284,
                "p95": 0.0172965160369873,
                "p99": 0.017932871894836427,
                "values": [
                    0.016311433792114256,
                    0.01628903388977051,
                    0.016283273696899414,
                    0.016258634567260743,
                    0.016254634857177735,
                    0.016290634155273438,
                    0.01629159355163574,
                    0.01626151466369629,
                    0.016294313430786134,
                    0.016336393356323243,
                    0.016324073791503906,
                    0.016471113204956055,
                    0.01643639373779297,
                    0.016267114639282227,
                    0.0162634334564209,
                    0.016235754013061522,
                    0.016221355438232422,
                    0.016209354400634767,
                    0.016214153289794923,
                    0.016221994400024413,
                    0.016490793228149413,
                    0.01619623374938965,
                    0.016243114471435546,
                    0.01661591339111328,
                    0.01670311164855957,
                    0.017812705993652343,
                    0.016786792755126952,
                    0.016503433227539062,
                    0.016257194519042967,
                    0.016239274978637697,
                    0.016240713119506835,
                    0.016251434326171876,
                    0.016215114593505858,
                    0.016242315292358398,
                    0.016236873626708986,
                    0.016274314880371094,
                    0.0162850341796875,
                    0.01626263427734375,
                    0.016229673385620116,
                    0.01634279441833496,
                    0.01624839401245117,
                    0.01622407341003418,
                    0.016517513275146483,
                    0.016522792816162108,
                    0.016288394927978515,
                    0.01618551445007324,
                    0.01803718376159668,
                    0.01711958885192871,
                    0.017087589263916014,
                    0.016732391357421876,
                    0.01786038398742676,
                    0.017060869216918944,
                    0.016831432342529297,
                    0.01633031463623047,
                    0.016217674255371094,
                    0.016259593963623045,
                    0.016268075942993163,
                    0.016945350646972657,
                    0.01726934814453125,
                    0.017225187301635744
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 60.64297705142852
            },
            "energy": null,
            "efficiency": null
        }
    }
}