{
    "config": {
        "name": "pytorch_generate",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "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": {},
            "hub_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": null,
            "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,
            "latency": true,
            "memory": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.218-208.862.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": "0.2.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.0.dev0",
            "transformers_commit": "4b822560a1dfd5d63c985ecf9a3c0aae0a4feeee",
            "accelerate_version": "0.32.0.dev0",
            "accelerate_commit": null,
            "diffusers_version": null,
            "diffusers_commit": null,
            "optimum_version": "1.21.0.dev0",
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": "0.11.2.dev0",
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1702.6048,
                "max_global_vram": 6793.199616,
                "max_process_vram": 0.0,
                "max_reserved": 6146.752512,
                "max_allocated": 5034.576896
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 0.042010560989379886,
                "mean": 0.021005280494689943,
                "stdev": 0.00014198398590087834,
                "p50": 0.021005280494689943,
                "p90": 0.021118867683410644,
                "p95": 0.02113306608200073,
                "p99": 0.0211444248008728,
                "values": [
                    0.02114726448059082,
                    0.020863296508789063
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 333.24953702806175
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1702.62528,
                "max_global_vram": 6795.296768,
                "max_process_vram": 0.0,
                "max_reserved": 6148.849664,
                "max_allocated": 5034.577408
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 5.038279052734375,
                "mean": 2.5191395263671876,
                "stdev": 0.009805053710937539,
                "p50": 2.5191395263671876,
                "p90": 2.5269835693359375,
                "p95": 2.5279640747070315,
                "p99": 2.5287484790039065,
                "values": [
                    2.528944580078125,
                    2.50933447265625
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 50.4140396634341
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 253,
                "total": 5.038583826065063,
                "mean": 0.019915351091166256,
                "stdev": 0.001410887825065693,
                "p50": 0.01965260887145996,
                "p90": 0.020322918701171876,
                "p95": 0.020433510208129883,
                "p99": 0.021652233886718747,
                "values": [
                    0.020928512573242186,
                    0.0195020809173584,
                    0.019280895233154297,
                    0.01926246452331543,
                    0.0192675838470459,
                    0.01944063949584961,
                    0.020380672454833985,
                    0.020311040878295897,
                    0.02011238479614258,
                    0.020171775817871093,
                    0.020146175384521483,
                    0.020205568313598633,
                    0.020204544067382812,
                    0.02026803207397461,
                    0.020179967880249023,
                    0.020172800064086914,
                    0.02031718444824219,
                    0.020158464431762696,
                    0.02023219108581543,
                    0.020182016372680665,
                    0.019813375473022463,
                    0.019315711975097655,
                    0.019309568405151366,
                    0.01926348876953125,
                    0.01924300765991211,
                    0.01927987289428711,
                    0.019887104034423828,
                    0.02020351982116699,
                    0.019355648040771483,
                    0.01927475166320801,
                    0.02041548728942871,
                    0.020374528884887694,
                    0.020166656494140626,
                    0.01926655960083008,
                    0.019604480743408204,
                    0.020313087463378905,
                    0.020307968139648438,
                    0.01927577590942383,
                    0.01919692802429199,
                    0.01926246452331543,
                    0.01929113578796387,
                    0.019216384887695313,
                    0.01925734329223633,
                    0.01923481559753418,
                    0.01924505615234375,
                    0.019224576950073242,
                    0.019326976776123047,
                    0.019818496704101563,
                    0.021597183227539063,
                    0.022984703063964843,
                    0.019619840621948242,
                    0.01947340774536133,
                    0.020195327758789062,
                    0.020171775817871093,
                    0.019794944763183595,
                    0.02005401611328125,
                    0.020142080307006836,
                    0.020363264083862305,
                    0.020213760375976563,
                    0.01965260887145996,
                    0.01963520050048828,
                    0.02005299186706543,
                    0.02002841567993164,
                    0.02021683120727539,
                    0.01959219169616699,
                    0.019647487640380858,
                    0.019755008697509766,
                    0.019989503860473632,
                    0.019698688507080078,
                    0.020288511276245116,
                    0.020163583755493163,
                    0.020180992126464844,
                    0.020328447341918944,
                    0.019595264434814453,
                    0.019515392303466796,
                    0.019568639755249022,
                    0.019422208786010742,
                    0.02001817512512207,
                    0.020249599456787108,
                    0.020601856231689454,
                    0.020387840270996094,
                    0.019620864868164063,
                    0.019532800674438477,
                    0.020076543807983398,
                    0.020279296875,
                    0.020380672454833985,
                    0.020315135955810547,
                    0.020379648208618165,
                    0.020290559768676757,
                    0.020403200149536133,
                    0.01946931266784668,
                    0.019552255630493166,
                    0.01964646339416504,
                    0.020297727584838866,
                    0.020238336563110353,
                    0.020099071502685546,
                    0.020074495315551756,
                    0.019990528106689453,
                    0.019478527069091797,
                    0.019500032424926757,
                    0.01987174415588379,
                    0.020247552871704103,
                    0.020346879959106445,
                    0.020489215850830078,
                    0.02025881576538086,
                    0.020116479873657226,
                    0.019580928802490235,
                    0.019582975387573243,
                    0.019594240188598632,
                    0.019414016723632813,
                    0.019559423446655275,
                    0.01948467254638672,
                    0.01948876762390137,
                    0.019482624053955077,
                    0.02002943992614746,
                    0.020977664947509765,
                    0.02062745666503906,
                    0.020154367446899413,
                    0.019764223098754884,
                    0.019543039321899415,
                    0.019533824920654298,
                    0.01946931266784668,
                    0.0194150390625,
                    0.01962393569946289,
                    0.020150272369384766,
                    0.02025164794921875,
                    0.04095078277587891,
                    0.019910655975341796,
                    0.019322879791259767,
                    0.019497983932495116,
                    0.020033536911010744,
                    0.02031718444824219,
                    0.01930342483520508,
                    0.01944371223449707,
                    0.01949388885498047,
                    0.019887104034423828,
                    0.019929088592529298,
                    0.019943424224853516,
                    0.020191232681274415,
                    0.020123647689819335,
                    0.020158464431762696,
                    0.019994623184204103,
                    0.019960832595825196,
                    0.019963903427124022,
                    0.019970048904418947,
                    0.019997695922851562,
                    0.020032512664794923,
                    0.02004172706604004,
                    0.020148223876953125,
                    0.020033536911010744,
                    0.020101119995117187,
                    0.019817472457885742,
                    0.01965056037902832,
                    0.02021683120727539,
                    0.020340736389160157,
                    0.019974143981933593,
                    0.019363840103149413,
                    0.01945907211303711,
                    0.019569664001464843,
                    0.019203071594238282,
                    0.01985740852355957,
                    0.02004684829711914,
                    0.019359807968139648,
                    0.019477439880371095,
                    0.01938739204406738,
                    0.01937919998168945,
                    0.02126131248474121,
                    0.02070425605773926,
                    0.02023321533203125,
                    0.019878911972045898,
                    0.01990656089782715,
                    0.019366912841796875,
                    0.01944166374206543,
                    0.019388416290283202,
                    0.019386367797851564,
                    0.01942835235595703,
                    0.019331071853637697,
                    0.019325952529907226,
                    0.019535871505737306,
                    0.019338239669799806,
                    0.019296255111694336,
                    0.019338239669799806,
                    0.019309568405151366,
                    0.01942118453979492,
                    0.019581951141357423,
                    0.01948057556152344,
                    0.019561471939086913,
                    0.02002124786376953,
                    0.020324352264404297,
                    0.020215808868408205,
                    0.020158464431762696,
                    0.020460544586181642,
                    0.02024038314819336,
                    0.019536895751953123,
                    0.01965158462524414,
                    0.01970790481567383,
                    0.01941606330871582,
                    0.019526655197143555,
                    0.019572736740112305,
                    0.019494911193847657,
                    0.0194467830657959,
                    0.01963417625427246,
                    0.01925734329223633,
                    0.01962700843811035,
                    0.019538944244384765,
                    0.019557376861572266,
                    0.019389440536499023,
                    0.019505151748657225,
                    0.019458047866821288,
                    0.019538944244384765,
                    0.019589120864868165,
                    0.021711872100830077,
                    0.020358144760131838,
                    0.01963827133178711,
                    0.019563520431518554,
                    0.01963212776184082,
                    0.01944780731201172,
                    0.01946931266784668,
                    0.019276800155639647,
                    0.019315711975097655,
                    0.019530752182006835,
                    0.019538944244384765,
                    0.01948569679260254,
                    0.01942630386352539,
                    0.019519487380981446,
                    0.019554304122924804,
                    0.02016972732543945,
                    0.020188159942626953,
                    0.020305919647216796,
                    0.02024448013305664,
                    0.020249599456787108,
                    0.02019430351257324,
                    0.02012774467468262,
                    0.019422208786010742,
                    0.019501056671142578,
                    0.019963903427124022,
                    0.02011136054992676,
                    0.01983180809020996,
                    0.019547136306762695,
                    0.019522560119628905,
                    0.019378175735473634,
                    0.019647487640380858,
                    0.02025881576538086,
                    0.021131263732910157,
                    0.019937280654907227,
                    0.019620864868164063,
                    0.019743743896484374,
                    0.019512319564819337,
                    0.01924608039855957,
                    0.01923686408996582,
                    0.019343360900878907,
                    0.019522560119628905,
                    0.019561471939086913
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 50.212521758833795
            },
            "energy": null,
            "efficiency": null
        }
    }
}