{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.0.dev20231010+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": 955.604992,
                "max_global_vram": 68702.69952,
                "max_process_vram": 45728.497664,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.107091796875,
                "mean": 8.107091796875,
                "stdev": 0.0,
                "p50": 8.107091796875,
                "p90": 8.107091796875,
                "p95": 8.107091796875,
                "p99": 8.107091796875,
                "values": [
                    8.107091796875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1129.938944,
                "max_global_vram": 68702.69952,
                "max_process_vram": 283445.436416,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 60,
                "total": 0.497672924041748,
                "mean": 0.008294548734029133,
                "stdev": 0.0004310947193689784,
                "p50": 0.008118098258972167,
                "p90": 0.008943683528900145,
                "p95": 0.009010210943222045,
                "p99": 0.00943183054924011,
                "values": [
                    0.008454897880554198,
                    0.00843585777282715,
                    0.008847539901733398,
                    0.008460497856140137,
                    0.008327378273010253,
                    0.008091537475585938,
                    0.00813937759399414,
                    0.008251697540283202,
                    0.00871889877319336,
                    0.008100337028503417,
                    0.008260658264160156,
                    0.008113778114318848,
                    0.008006576538085938,
                    0.008203858375549317,
                    0.007989617824554443,
                    0.008030097961425781,
                    0.00796737813949585,
                    0.00795233678817749,
                    0.007993297100067139,
                    0.008210577964782716,
                    0.007980817794799805,
                    0.007951218128204346,
                    0.009794422149658203,
                    0.007925296783447265,
                    0.007953776836395263,
                    0.007948337078094482,
                    0.008131056785583497,
                    0.007886577129364013,
                    0.008064976692199707,
                    0.008132818222045899,
                    0.007903217792510986,
                    0.008206578254699707,
                    0.007929777145385742,
                    0.008059057235717773,
                    0.008073938369750977,
                    0.0079417781829834,
                    0.008000657081604004,
                    0.007939857006072998,
                    0.007893456935882568,
                    0.007957457065582275,
                    0.007941136837005616,
                    0.007890417098999023,
                    0.00812561798095703,
                    0.007920337200164796,
                    0.007920496940612793,
                    0.00917986011505127,
                    0.008918580055236816,
                    0.00898386001586914,
                    0.009073140144348145,
                    0.00893921947479248,
                    0.009006898880004882,
                    0.008994739532470703,
                    0.008937939643859864,
                    0.008815218925476074,
                    0.00807105827331543,
                    0.008383858680725097,
                    0.008448818206787109,
                    0.008122418403625488,
                    0.00889617919921875,
                    0.008871858596801757
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 241.12221943971707
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1130.151936,
                "max_global_vram": 68702.69952,
                "max_process_vram": 308512.366592,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 60,
                "total": 0.5148145594596863,
                "mean": 0.008580242657661438,
                "stdev": 0.0046149479557032365,
                "p50": 0.007668097019195557,
                "p90": 0.00842654676437378,
                "p95": 0.008517378473281859,
                "p99": 0.02757448169708243,
                "values": [
                    0.008113617897033692,
                    0.00778145694732666,
                    0.008135376930236816,
                    0.007659057140350342,
                    0.007660817146301269,
                    0.007675376892089844,
                    0.007784017086029053,
                    0.00805137825012207,
                    0.0077014570236206056,
                    0.007977938175201416,
                    0.007991217136383056,
                    0.007968017101287842,
                    0.007611536979675293,
                    0.007640495777130127,
                    0.00795121717453003,
                    0.007616015911102295,
                    0.007648655891418457,
                    0.008096338272094727,
                    0.0076208171844482425,
                    0.007627376079559326,
                    0.0076209759712219235,
                    0.042774330139160155,
                    0.008280657768249511,
                    0.007588976860046386,
                    0.007604977130889892,
                    0.0075664172172546385,
                    0.007612977027893066,
                    0.007563056945800781,
                    0.007596817016601563,
                    0.007555856227874756,
                    0.007596496105194092,
                    0.0075993771553039555,
                    0.007589457035064698,
                    0.007634576797485352,
                    0.00759825611114502,
                    0.007745616912841797,
                    0.007574896812438964,
                    0.007575376987457276,
                    0.007612977027893066,
                    0.007561777114868164,
                    0.007555215835571289,
                    0.007564335823059082,
                    0.007572657108306885,
                    0.00756385612487793,
                    0.007707857131958008,
                    0.008415858268737792,
                    0.008415377616882325,
                    0.01701187515258789,
                    0.008616179466247558,
                    0.008509618759155273,
                    0.008475218772888184,
                    0.00840689754486084,
                    0.008512178421020507,
                    0.00765585708618164,
                    0.007951537132263183,
                    0.007753136157989502,
                    0.007760497093200683,
                    0.008358736991882325,
                    0.008421138763427734,
                    0.008420498847961425
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 116.54682039873124
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 60,
                "total": 0.4829244151115419,
                "mean": 0.008048740251859029,
                "stdev": 0.004574674345626011,
                "p50": 0.0071504955291748044,
                "p90": 0.007903072929382325,
                "p95": 0.007989585781097411,
                "p99": 0.02690364006042472,
                "values": [
                    0.007550736904144287,
                    0.0072008161544799805,
                    0.007598415851593017,
                    0.007148655891418457,
                    0.007139376163482666,
                    0.0071897759437561035,
                    0.007232656002044677,
                    0.007525937080383301,
                    0.007179534912109375,
                    0.007433456897735596,
                    0.007444816112518311,
                    0.007456175804138184,
                    0.007093935012817383,
                    0.007147375106811523,
                    0.007440815925598145,
                    0.00712353515625,
                    0.007126735210418701,
                    0.0075923361778259275,
                    0.007099055767059327,
                    0.007132975101470948,
                    0.0071080150604248046,
                    0.041933853149414065,
                    0.00765169620513916,
                    0.007076655864715576,
                    0.007055375099182129,
                    0.007037294864654541,
                    0.007109776020050049,
                    0.0070472159385681155,
                    0.007081776142120361,
                    0.0070542550086975095,
                    0.007063694953918457,
                    0.0070784158706665035,
                    0.007060175895690918,
                    0.007093935966491699,
                    0.007066094875335693,
                    0.007211056232452393,
                    0.007064176082611084,
                    0.007056816101074219,
                    0.007097935199737549,
                    0.007047375202178955,
                    0.007045294761657715,
                    0.007037455081939697,
                    0.007076816082000732,
                    0.007028494834899902,
                    0.007152335166931152,
                    0.007899056911468506,
                    0.00788465690612793,
                    0.016458915710449218,
                    0.0080892972946167,
                    0.00798433780670166,
                    0.0079515380859375,
                    0.00786881685256958,
                    0.007939217090606689,
                    0.007127056121826172,
                    0.007421296119689941,
                    0.007247694969177246,
                    0.007283696174621582,
                    0.007808657169342041,
                    0.007888658046722412,
                    0.007878417015075684
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 124.24304533483095
            },
            "energy": null,
            "efficiency": null
        }
    }
}