{
    "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": "5",
            "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": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 1033.981952,
                "max_global_vram": 68702.69952,
                "max_process_vram": 43302.690816,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.77878857421875,
                "mean": 7.77878857421875,
                "stdev": 0.0,
                "p50": 7.77878857421875,
                "p90": 7.77878857421875,
                "p95": 7.77878857421875,
                "p99": 7.77878857421875,
                "values": [
                    7.77878857421875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1203.318784,
                "max_global_vram": 68702.69952,
                "max_process_vram": 276316.766208,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 61,
                "total": 0.5093033270835876,
                "mean": 0.00834923487022275,
                "stdev": 0.0008606738249587263,
                "p50": 0.008091334342956544,
                "p90": 0.008932291030883789,
                "p95": 0.009389089584350587,
                "p99": 0.011532347297668452,
                "values": [
                    0.01036108684539795,
                    0.009389089584350587,
                    0.009053570747375488,
                    0.008934370994567871,
                    0.008883171081542969,
                    0.008932291030883789,
                    0.00888829231262207,
                    0.008811652183532715,
                    0.00881949234008789,
                    0.008884931564331055,
                    0.010098848342895508,
                    0.008873731613159179,
                    0.007903814792633057,
                    0.007907013893127441,
                    0.007741734981536865,
                    0.007708614826202393,
                    0.007729414939880371,
                    0.0079550142288208,
                    0.008091334342956544,
                    0.007713574886322022,
                    0.007740294933319092,
                    0.007713894844055175,
                    0.007718056201934814,
                    0.0077486162185668945,
                    0.007730374813079834,
                    0.00770957612991333,
                    0.007713894844055175,
                    0.0077407751083374025,
                    0.007727334976196289,
                    0.00817949390411377,
                    0.008023174285888671,
                    0.008222053527832032,
                    0.008023493766784668,
                    0.008029894828796387,
                    0.008062213897705077,
                    0.008051013946533203,
                    0.007956614971160889,
                    0.007721254825592041,
                    0.00793933391571045,
                    0.007938694953918458,
                    0.007772934913635254,
                    0.007729575157165527,
                    0.007966214179992676,
                    0.007736616134643555,
                    0.007715815067291259,
                    0.008590052604675293,
                    0.008708452224731445,
                    0.008730212211608886,
                    0.00816173267364502,
                    0.008747331619262695,
                    0.008725091934204102,
                    0.008704451560974122,
                    0.008739972114562988,
                    0.008219014167785645,
                    0.0082990140914917,
                    0.00824557399749756,
                    0.008422853469848633,
                    0.008207972526550294,
                    0.013289237976074219,
                    0.008126693725585938,
                    0.008093414306640625
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 239.54290795350948
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1203.556352,
                "max_global_vram": 68702.69952,
                "max_process_vram": 248533.868544,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 61,
                "total": 0.4893865957260131,
                "mean": 0.008022731077475627,
                "stdev": 0.0014471247906509572,
                "p50": 0.007768455028533935,
                "p90": 0.008472132682800292,
                "p95": 0.008583171844482422,
                "p99": 0.012960598564147935,
                "values": [
                    0.009098851203918457,
                    0.0085657320022583,
                    0.008472132682800292,
                    0.008399494171142578,
                    0.00843949317932129,
                    0.008506373405456543,
                    0.008338852882385254,
                    0.008374853134155274,
                    0.008291172981262206,
                    0.00868973159790039,
                    0.008583171844482422,
                    0.008220293045043946,
                    0.0076138958930969235,
                    0.007435017108917237,
                    0.007488935947418213,
                    0.007476136207580566,
                    0.007412617206573486,
                    0.0076702160835266115,
                    0.007469255924224854,
                    0.007475175857543945,
                    0.007370057106018066,
                    0.00742301607131958,
                    0.007561575889587402,
                    0.007398215770721436,
                    0.007432616233825683,
                    0.007423175811767578,
                    0.007404616832733154,
                    0.007423495769500733,
                    0.00743869686126709,
                    0.007626376152038574,
                    0.018753219604492187,
                    0.007809414863586426,
                    0.007787815093994141,
                    0.007768455028533935,
                    0.007774055004119873,
                    0.008018375396728516,
                    0.007477896213531494,
                    0.007419336795806885,
                    0.007428135871887207,
                    0.007504936218261719,
                    0.007467175960540771,
                    0.00742669677734375,
                    0.007470376014709472,
                    0.007669575214385986,
                    0.007462535858154297,
                    0.008307172775268554,
                    0.00828749370574951,
                    0.007916295051574707,
                    0.00799741506576538,
                    0.00819245433807373,
                    0.008283493041992187,
                    0.008324773788452148,
                    0.007971014022827148,
                    0.007914854049682616,
                    0.007692295074462891,
                    0.007884134769439697,
                    0.007811174869537353,
                    0.007899494171142578,
                    0.007627335071563721,
                    0.007737895011901855,
                    0.007778056144714355
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 124.64583323845532
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 61,
                "total": 0.45583742046356196,
                "mean": 0.007472744597763311,
                "stdev": 0.001455279920310665,
                "p50": 0.007212616920471191,
                "p90": 0.007920615196228028,
                "p95": 0.008002373695373535,
                "p99": 0.012368600654602036,
                "values": [
                    0.008422053337097168,
                    0.00798893404006958,
                    0.007923335075378417,
                    0.007854855060577393,
                    0.007840614795684814,
                    0.007920615196228028,
                    0.007829094886779785,
                    0.007807175159454346,
                    0.007758534908294677,
                    0.00811725425720215,
                    0.008002373695373535,
                    0.007667174816131592,
                    0.007060297012329101,
                    0.006888937950134277,
                    0.006885578155517578,
                    0.0068972578048706054,
                    0.006879017829895019,
                    0.007141897201538086,
                    0.006916937828063965,
                    0.006887817859649658,
                    0.006828938961029053,
                    0.006891337871551514,
                    0.007017096996307373,
                    0.006877577781677246,
                    0.0068943781852722165,
                    0.00689373779296875,
                    0.006885578155517578,
                    0.006888457775115967,
                    0.006885898113250732,
                    0.007050057888031006,
                    0.018288421630859374,
                    0.007239336967468262,
                    0.007236617088317871,
                    0.00722381591796875,
                    0.007230697154998779,
                    0.007512616157531738,
                    0.006880777835845947,
                    0.006882537841796875,
                    0.006905258178710938,
                    0.006969738006591797,
                    0.006916937828063965,
                    0.006892938137054444,
                    0.006916138172149658,
                    0.00712205696105957,
                    0.006918377876281738,
                    0.007780455112457276,
                    0.007738855838775635,
                    0.00740669584274292,
                    0.007480136871337891,
                    0.00769181489944458,
                    0.0077524552345275876,
                    0.007792934894561767,
                    0.007387815952301025,
                    0.007354055881500244,
                    0.007125417232513428,
                    0.007298216819763183,
                    0.007241735935211182,
                    0.007321416854858398,
                    0.007116137027740478,
                    0.007197576999664307,
                    0.007212616920471191
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 133.81964108599576
            },
            "energy": null,
            "efficiency": null
        }
    }
}