{
    "config": {
        "name": "pytorch_generate",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gemma",
            "model": "google/gemma-2b",
            "processor": "google/gemma-2b",
            "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": "float16",
            "eval_mode": true,
            "to_bettertransformer": false,
            "low_cpu_mem_usage": null,
            "attn_implementation": null,
            "cache_implementation": "static",
            "autocast_enabled": false,
            "autocast_dtype": null,
            "torch_compile": false,
            "torch_compile_target": "forward",
            "torch_compile_config": {
                "backend": "inductor",
                "mode": "reduce-overhead",
                "fullgraph": true
            },
            "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": 2,
            "duration": 0,
            "warmup_runs": 10,
            "input_shapes": {
                "batch_size": 1,
                "num_choices": 2,
                "sequence_length": 7
            },
            "new_tokens": null,
            "memory": true,
            "latency": true,
            "energy": false,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 128,
                "min_new_tokens": 128,
                "do_sample": false
            },
            "call_kwargs": {}
        },
        "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-211.872.amzn2.x86_64-x86_64-with-glibc2.29",
            "processor": "x86_64",
            "python_version": "3.8.10",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.0.dev0",
            "transformers_commit": "c35d2ccf5a5ebcab24a0b9da3cb2527b3ae565a0",
            "accelerate_version": "0.34.0.dev0",
            "accelerate_commit": null,
            "diffusers_version": null,
            "diffusers_commit": null,
            "optimum_version": "1.22.0.dev0",
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": "0.12.1.dev0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1318.567936,
                "max_global_vram": 6768.033792,
                "max_process_vram": 0.0,
                "max_reserved": 6138.363904,
                "max_allocated": 6060.931072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 12.442005859375,
                "mean": 12.442005859375,
                "stdev": 0.0,
                "p50": 12.442005859375,
                "p90": 12.442005859375,
                "p95": 12.442005859375,
                "p99": 12.442005859375,
                "values": [
                    12.442005859375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1745.707008,
                "max_global_vram": 6789.005312,
                "max_process_vram": 0.0,
                "max_reserved": 6142.558208,
                "max_allocated": 5028.450816
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 0.043309535980224606,
                "mean": 0.021654767990112303,
                "stdev": 4.782485961913989e-05,
                "p50": 0.021654767990112303,
                "p90": 0.02169302787780762,
                "p95": 0.02169781036376953,
                "p99": 0.02170163635253906,
                "values": [
                    0.021606943130493165,
                    0.021702592849731445
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 323.25444461913617
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1770.733568,
                "max_global_vram": 6793.199616,
                "max_process_vram": 0.0,
                "max_reserved": 6146.752512,
                "max_allocated": 5031.820288
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 5.141742431640625,
                "mean": 2.5708712158203126,
                "stdev": 0.014269409179687553,
                "p50": 2.5708712158203126,
                "p90": 2.5822867431640626,
                "p95": 2.5837136840820314,
                "p99": 2.5848552368164066,
                "values": [
                    2.556601806640625,
                    2.585140625
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 49.399596221888885
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 254,
                "total": 5.1414824924469,
                "mean": 0.02024205705687756,
                "stdev": 0.0004423089829375129,
                "p50": 0.019986943244934084,
                "p90": 0.0208225284576416,
                "p95": 0.020916325855255127,
                "p99": 0.021199257431030273,
                "values": [
                    0.019908607482910155,
                    0.019923967361450197,
                    0.020068351745605468,
                    0.019891199111938478,
                    0.01987583923339844,
                    0.019909631729125975,
                    0.020248575210571287,
                    0.019904512405395508,
                    0.019869695663452147,
                    0.01986457633972168,
                    0.019939327239990236,
                    0.019886079788208007,
                    0.019977216720581056,
                    0.019861503601074217,
                    0.019987455368041994,
                    0.019948543548583983,
                    0.019887104034423828,
                    0.019966976165771484,
                    0.019954687118530275,
                    0.01989836883544922,
                    0.0200447998046875,
                    0.020936704635620116,
                    0.020818944931030273,
                    0.019907583236694337,
                    0.019943424224853516,
                    0.02006118392944336,
                    0.019965951919555663,
                    0.01988096046447754,
                    0.02006118392944336,
                    0.01987481689453125,
                    0.01992192077636719,
                    0.019922943115234376,
                    0.019966976165771484,
                    0.019985408782958985,
                    0.019961856842041017,
                    0.019907583236694337,
                    0.01990553665161133,
                    0.01990553665161133,
                    0.019907583236694337,
                    0.019937280654907227,
                    0.019965951919555663,
                    0.019914751052856446,
                    0.019931135177612306,
                    0.0198973445892334,
                    0.019945472717285157,
                    0.019956735610961913,
                    0.020087871551513672,
                    0.01994438362121582,
                    0.019989503860473632,
                    0.019935232162475586,
                    0.019955711364746095,
                    0.02004582405090332,
                    0.019909631729125975,
                    0.01989017677307129,
                    0.019907583236694337,
                    0.020319232940673827,
                    0.020039680480957032,
                    0.01988812828063965,
                    0.019908607482910155,
                    0.019914751052856446,
                    0.019993600845336915,
                    0.020109312057495117,
                    0.02000383949279785,
                    0.01997209548950195,
                    0.019938304901123048,
                    0.019928064346313477,
                    0.019908607482910155,
                    0.019945472717285157,
                    0.019970048904418947,
                    0.019870719909667968,
                    0.019964927673339843,
                    0.019908607482910155,
                    0.019960832595825196,
                    0.02002227210998535,
                    0.021752832412719726,
                    0.02110361671447754,
                    0.02105446434020996,
                    0.020907007217407226,
                    0.019920896530151368,
                    0.019883007049560548,
                    0.019935232162475586,
                    0.02006630325317383,
                    0.019968000411987305,
                    0.019927040100097656,
                    0.019931135177612306,
                    0.019926015853881835,
                    0.019939327239990236,
                    0.019957759857177734,
                    0.019966976165771484,
                    0.020000768661499024,
                    0.019970048904418947,
                    0.019955711364746095,
                    0.02004991912841797,
                    0.019942399978637695,
                    0.019934207916259765,
                    0.02031718444824219,
                    0.020783103942871094,
                    0.01998028755187988,
                    0.019955711364746095,
                    0.020129791259765627,
                    0.019952640533447266,
                    0.019986431121826173,
                    0.019974143981933593,
                    0.019955711364746095,
                    0.0200898551940918,
                    0.02032537651062012,
                    0.019924991607666014,
                    0.019902463912963866,
                    0.020039680480957032,
                    0.02063974380493164,
                    0.020899839401245117,
                    0.020701183319091796,
                    0.020767744064331056,
                    0.020818944931030273,
                    0.02083635139465332,
                    0.020754432678222655,
                    0.020790271759033203,
                    0.020731903076171874,
                    0.020785152435302736,
                    0.02083020782470703,
                    0.02109337615966797,
                    0.02086911964416504,
                    0.020677631378173827,
                    0.020756479263305663,
                    0.020726783752441406,
                    0.020039680480957032,
                    0.019910655975341796,
                    0.019869695663452147,
                    0.019931135177612306,
                    0.019998720169067383,
                    0.019987455368041994,
                    0.019917823791503905,
                    0.019976192474365235,
                    0.01984511947631836,
                    0.019914751052856446,
                    0.019869695663452147,
                    0.01989017677307129,
                    0.019916799545288084,
                    0.02004275131225586,
                    0.01984000015258789,
                    0.019986431121826173,
                    0.01987174415588379,
                    0.019891199111938478,
                    0.01989836883544922,
                    0.01986867141723633,
                    0.02008064079284668,
                    0.01990656089782715,
                    0.0198973445892334,
                    0.019985408782958985,
                    0.01990656089782715,
                    0.019947519302368166,
                    0.01985843276977539,
                    0.01985945510864258,
                    0.01980620765686035,
                    0.02025369644165039,
                    0.01984716796875,
                    0.01989017677307129,
                    0.02008064079284668,
                    0.020060159683227538,
                    0.02010419273376465,
                    0.02004684829711914,
                    0.020109312057495117,
                    0.02064588737487793,
                    0.020782079696655274,
                    0.02072985649108887,
                    0.02069811248779297,
                    0.020677631378173827,
                    0.020658176422119142,
                    0.020824064254760744,
                    0.020888576507568358,
                    0.020737024307250978,
                    0.02066022491455078,
                    0.02068889617919922,
                    0.020736000061035157,
                    0.021141504287719725,
                    0.02106265640258789,
                    0.020752384185791017,
                    0.019924991607666014,
                    0.020739072799682616,
                    0.019876863479614256,
                    0.01991372871398926,
                    0.019851264953613282,
                    0.019904512405395508,
                    0.020742143630981445,
                    0.020684799194335936,
                    0.02064793586730957,
                    0.020486143112182616,
                    0.02083839988708496,
                    0.020719615936279297,
                    0.020726783752441406,
                    0.02082815933227539,
                    0.020806655883789063,
                    0.020748287200927733,
                    0.01998028755187988,
                    0.021109760284423826,
                    0.0200447998046875,
                    0.019989503860473632,
                    0.02005299186706543,
                    0.020011007308959963,
                    0.02065203285217285,
                    0.02083328056335449,
                    0.020682752609252928,
                    0.020800512313842775,
                    0.02126438331604004,
                    0.020684799194335936,
                    0.020715520858764647,
                    0.02087116813659668,
                    0.020703231811523438,
                    0.020098047256469728,
                    0.020050943374633787,
                    0.019934207916259765,
                    0.019975168228149414,
                    0.01998028755187988,
                    0.019957759857177734,
                    0.019960832595825196,
                    0.01998028755187988,
                    0.02003660774230957,
                    0.01991372871398926,
                    0.021019647598266602,
                    0.02072166442871094,
                    0.020805631637573242,
                    0.020933631896972657,
                    0.02064384078979492,
                    0.020785152435302736,
                    0.020694015502929687,
                    0.02086604881286621,
                    0.020737024307250978,
                    0.020817920684814452,
                    0.020717567443847656,
                    0.019963903427124022,
                    0.02005504035949707,
                    0.020002815246582033,
                    0.019950592041015625,
                    0.019964927673339843,
                    0.019918848037719726,
                    0.01991372871398926,
                    0.02005606460571289,
                    0.019942399978637695,
                    0.019959808349609375,
                    0.020426752090454102,
                    0.02083839988708496,
                    0.020702207565307617,
                    0.020769792556762694,
                    0.020799488067626954,
                    0.019918848037719726,
                    0.020135936737060548,
                    0.019940351486206053,
                    0.020516864776611327,
                    0.020586496353149415,
                    0.0208035831451416,
                    0.020777984619140624,
                    0.022945791244506835,
                    0.021032960891723632,
                    0.020779008865356444
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 49.402093729413444
            },
            "energy": null,
            "efficiency": null
        }
    }
}