{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "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": 1079.82848,
                "max_global_vram": 68702.69952,
                "max_process_vram": 47605.420032,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.703607421875,
                "mean": 8.703607421875,
                "stdev": 0.0,
                "p50": 8.703607421875,
                "p90": 8.703607421875,
                "p95": 8.703607421875,
                "p99": 8.703607421875,
                "values": [
                    8.703607421875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1249.11616,
                "max_global_vram": 68702.69952,
                "max_process_vram": 300843.225088,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.51979935836792,
                "mean": 0.009450897424871273,
                "stdev": 0.0037181988663291133,
                "p50": 0.008973291397094726,
                "p90": 0.00922529125213623,
                "p95": 0.009327946949005126,
                "p99": 0.02214671545028689,
                "values": [
                    0.00899889087677002,
                    0.00932689094543457,
                    0.009267531394958495,
                    0.009330410957336426,
                    0.036716365814208986,
                    0.0097355318069458,
                    0.009281291007995605,
                    0.009161931037902832,
                    0.009006091117858887,
                    0.009040170669555665,
                    0.009075691223144531,
                    0.009021451950073242,
                    0.008987211227416992,
                    0.009122732162475587,
                    0.008954251289367676,
                    0.008960970878601074,
                    0.008957131385803223,
                    0.008924651145935058,
                    0.008956010818481446,
                    0.008941290855407714,
                    0.008930891036987305,
                    0.00897217082977295,
                    0.008966891288757325,
                    0.008947851181030274,
                    0.0089912109375,
                    0.008989770889282227,
                    0.008978251457214356,
                    0.008981290817260743,
                    0.00896721076965332,
                    0.008989130973815918,
                    0.008966731071472169,
                    0.008973931312561035,
                    0.008982570648193359,
                    0.008976651191711425,
                    0.008977130889892578,
                    0.008960970878601074,
                    0.008998730659484862,
                    0.008973291397094726,
                    0.008964970588684082,
                    0.008998730659484862,
                    0.008969450950622558,
                    0.008295530319213868,
                    0.008730731010437011,
                    0.009011851310729981,
                    0.008870410919189452,
                    0.009027371406555176,
                    0.00889729118347168,
                    0.0089180908203125,
                    0.008947051048278809,
                    0.008385129928588867,
                    0.008425129890441894,
                    0.008440810203552246,
                    0.008380330085754395,
                    0.008434249877929687,
                    0.00881105136871338
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 211.6201150101088
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1249.214464,
                "max_global_vram": 68702.69952,
                "max_process_vram": 308700.094464,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.48638283586502074,
                "mean": 0.008843324288454923,
                "stdev": 0.0028474368989763878,
                "p50": 0.008447529792785645,
                "p90": 0.008747914695739746,
                "p95": 0.008825995159149171,
                "p99": 0.01901517522811891,
                "values": [
                    0.00864193058013916,
                    0.008580491065979004,
                    0.008727850914001465,
                    0.008761290550231934,
                    0.00994433307647705,
                    0.00878240966796875,
                    0.008609130859375,
                    0.008486089706420898,
                    0.008522570610046387,
                    0.008810251235961915,
                    0.008495050430297852,
                    0.008441610336303711,
                    0.008438409805297852,
                    0.008489130020141601,
                    0.008452011108398437,
                    0.008420330047607422,
                    0.008457449913024903,
                    0.008426570892333984,
                    0.008472009658813477,
                    0.00843169116973877,
                    0.008447529792785645,
                    0.008862730979919433,
                    0.008613930702209473,
                    0.008463689804077149,
                    0.008458250045776368,
                    0.008424169540405273,
                    0.008470410346984864,
                    0.008453930854797363,
                    0.008443209648132324,
                    0.008429771423339843,
                    0.008458729743957519,
                    0.008460810661315918,
                    0.008517930030822754,
                    0.008429450988769531,
                    0.008416970252990723,
                    0.008593610763549805,
                    0.00844497013092041,
                    0.008428010940551758,
                    0.00848865032196045,
                    0.008418890953063965,
                    0.02966355514526367,
                    0.008138250350952149,
                    0.00800273036956787,
                    0.008406729698181152,
                    0.008410250663757324,
                    0.008408329963684081,
                    0.008150569915771485,
                    0.0084129695892334,
                    0.008339211463928223,
                    0.007885449886322022,
                    0.007961770057678223,
                    0.008341450691223145,
                    0.008046408653259278,
                    0.008077449798583984,
                    0.00802145004272461
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 113.07964826140248
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.4580460033416748,
                "mean": 0.008328109151666815,
                "stdev": 0.002858658624075935,
                "p50": 0.007933929920196533,
                "p90": 0.008172074508666992,
                "p95": 0.008298329639434814,
                "p99": 0.018424368572235124,
                "values": [
                    0.00806289005279541,
                    0.008052490234375,
                    0.008141929626464844,
                    0.008192171096801757,
                    0.009198891639709472,
                    0.008221770286560058,
                    0.008086090087890624,
                    0.007977290153503418,
                    0.00800080966949463,
                    0.008277449607849121,
                    0.00797888994216919,
                    0.007919689178466797,
                    0.007937610149383545,
                    0.007973449230194092,
                    0.007933929920196533,
                    0.007905768871307372,
                    0.007947370052337647,
                    0.007922410011291504,
                    0.007967209815979004,
                    0.007926569938659669,
                    0.007950408935546875,
                    0.008347049713134765,
                    0.008082409858703614,
                    0.007958569049835206,
                    0.007927370071411134,
                    0.007921129226684571,
                    0.007931049823760986,
                    0.007957769870758056,
                    0.007928810119628905,
                    0.007923689842224121,
                    0.007951210021972657,
                    0.007943210124969482,
                    0.008011529922485352,
                    0.007920010089874268,
                    0.007912649154663085,
                    0.008078410148620605,
                    0.007937449932098389,
                    0.007922729969024659,
                    0.007975368976593018,
                    0.00791008996963501,
                    0.029254276275634764,
                    0.007615210056304932,
                    0.0075123291015625,
                    0.00788113021850586,
                    0.007886889934539796,
                    0.007875848770141601,
                    0.007649768829345703,
                    0.007909930229187012,
                    0.007887050151824952,
                    0.0074364891052246095,
                    0.007504808902740479,
                    0.007852650165557862,
                    0.007524649143218994,
                    0.007582889080047607,
                    0.007556488990783691
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 120.07527540628556
            },
            "energy": null,
            "efficiency": null
        }
    }
}