{
    "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": "0a7af19f4dc868bafc82f35eb7e8d13bac87a594",
            "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": 1319.800832,
                "max_global_vram": 6768.033792,
                "max_process_vram": 0.0,
                "max_reserved": 6138.363904,
                "max_allocated": 6060.931072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 11.7128583984375,
                "mean": 11.7128583984375,
                "stdev": 0.0,
                "p50": 11.7128583984375,
                "p90": 11.7128583984375,
                "p95": 11.7128583984375,
                "p99": 11.7128583984375,
                "values": [
                    11.7128583984375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1775.181824,
                "max_global_vram": 6789.005312,
                "max_process_vram": 0.0,
                "max_reserved": 6142.558208,
                "max_allocated": 5028.450816
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 0.04284735870361328,
                "mean": 0.02142367935180664,
                "stdev": 0.00012409591674804668,
                "p50": 0.02142367935180664,
                "p90": 0.02152295608520508,
                "p95": 0.021535365676879883,
                "p99": 0.021545293350219725,
                "values": [
                    0.021299583435058594,
                    0.021547775268554687
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 326.7412606887106
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1799.63904,
                "max_global_vram": 6793.199616,
                "max_process_vram": 0.0,
                "max_reserved": 6146.752512,
                "max_allocated": 5031.820288
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 5.143392578125,
                "mean": 2.5716962890625,
                "stdev": 0.015890869140624986,
                "p50": 2.5716962890625,
                "p90": 2.584408984375,
                "p95": 2.5859980712890622,
                "p99": 2.5872693408203125,
                "values": [
                    2.555805419921875,
                    2.587587158203125
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 49.3837474277716
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 254,
                "total": 5.1431331844329815,
                "mean": 0.020248555844224345,
                "stdev": 0.00040859367375037484,
                "p50": 0.020331520080566406,
                "p90": 0.020648550987243653,
                "p95": 0.020862720012664794,
                "p99": 0.021247232265472413,
                "values": [
                    0.019732479095458985,
                    0.019717119216918946,
                    0.019677183151245118,
                    0.019687423706054686,
                    0.01965977668762207,
                    0.01964646339416504,
                    0.019693567276000978,
                    0.01965670394897461,
                    0.01963827133178711,
                    0.01964339256286621,
                    0.01967616081237793,
                    0.01963929557800293,
                    0.01968230438232422,
                    0.01962188720703125,
                    0.01963520050048828,
                    0.01967411231994629,
                    0.019708927154541016,
                    0.020496383666992187,
                    0.019717119216918946,
                    0.02020351982116699,
                    0.020763647079467772,
                    0.02049945640563965,
                    0.01979903984069824,
                    0.019709951400756837,
                    0.019785728454589844,
                    0.01982975959777832,
                    0.01966592025756836,
                    0.01967001533508301,
                    0.019681280136108398,
                    0.019733503341674806,
                    0.01965772819519043,
                    0.01964134407043457,
                    0.01966796875,
                    0.019644416809082032,
                    0.01964339256286621,
                    0.019629056930541993,
                    0.02086092758178711,
                    0.020535295486450195,
                    0.020900863647460938,
                    0.020788223266601562,
                    0.020516864776611327,
                    0.02047488021850586,
                    0.020535295486450195,
                    0.020493312835693358,
                    0.020544511795043945,
                    0.020533248901367186,
                    0.02049945640563965,
                    0.01968332862854004,
                    0.01966182327270508,
                    0.01969049644470215,
                    0.019725311279296876,
                    0.01969049644470215,
                    0.019742719650268553,
                    0.01966080093383789,
                    0.0196997127532959,
                    0.01967411231994629,
                    0.01966182327270508,
                    0.01963724708557129,
                    0.019693567276000978,
                    0.01967820739746094,
                    0.01967820739746094,
                    0.01965363121032715,
                    0.01965158462524414,
                    0.019672063827514647,
                    0.019672063827514647,
                    0.019679231643676756,
                    0.01966592025756836,
                    0.01967103958129883,
                    0.01966182327270508,
                    0.01965875244140625,
                    0.019709951400756837,
                    0.019713024139404296,
                    0.019886079788208007,
                    0.020335615158081053,
                    0.019826688766479493,
                    0.02086604881286621,
                    0.020586496353149415,
                    0.01971609687805176,
                    0.019679231643676756,
                    0.021163007736206055,
                    0.020996095657348633,
                    0.020564992904663085,
                    0.02050048065185547,
                    0.020552703857421875,
                    0.02071347236633301,
                    0.020770816802978515,
                    0.0204769287109375,
                    0.020496383666992187,
                    0.020642816543579103,
                    0.02088960075378418,
                    0.02082508850097656,
                    0.020574207305908202,
                    0.02045747184753418,
                    0.020447231292724608,
                    0.020806655883789063,
                    0.020692991256713866,
                    0.019755008697509766,
                    0.01969049644470215,
                    0.02030899238586426,
                    0.020521984100341797,
                    0.020566015243530272,
                    0.020571136474609376,
                    0.020541439056396483,
                    0.020517887115478514,
                    0.020530176162719727,
                    0.020486143112182616,
                    0.020544511795043945,
                    0.019664896011352538,
                    0.019747840881347657,
                    0.020509695053100584,
                    0.02031718444824219,
                    0.02045952033996582,
                    0.020478975296020507,
                    0.020526079177856444,
                    0.020529151916503906,
                    0.020496383666992187,
                    0.020528127670288086,
                    0.02051584053039551,
                    0.020398080825805662,
                    0.020574207305908202,
                    0.020553728103637696,
                    0.020921344757080077,
                    0.021551103591918946,
                    0.021342208862304687,
                    0.02010419273376465,
                    0.019784704208374023,
                    0.01967513656616211,
                    0.019701759338378907,
                    0.019947519302368166,
                    0.02065100860595703,
                    0.020609024047851563,
                    0.01969254493713379,
                    0.019681280136108398,
                    0.01965260887145996,
                    0.019748863220214845,
                    0.019708927154541016,
                    0.02091110420227051,
                    0.02066329574584961,
                    0.02039910316467285,
                    0.020315135955810547,
                    0.020295679092407228,
                    0.020273151397705077,
                    0.020395008087158203,
                    0.02036735916137695,
                    0.02025369644165039,
                    0.0202926082611084,
                    0.020297727584838866,
                    0.020505599975585938,
                    0.020379648208618165,
                    0.020320255279541014,
                    0.020402175903320312,
                    0.020319232940673827,
                    0.02026905632019043,
                    0.020280319213867186,
                    0.020287488937377928,
                    0.02027008056640625,
                    0.020287488937377928,
                    0.020503551483154296,
                    0.020412416458129884,
                    0.020324352264404297,
                    0.020322303771972656,
                    0.020316160202026368,
                    0.020319232940673827,
                    0.020320255279541014,
                    0.020304895401000975,
                    0.020338687896728515,
                    0.020289535522460937,
                    0.020321279525756835,
                    0.020311040878295897,
                    0.020339712142944336,
                    0.020369407653808593,
                    0.020337663650512695,
                    0.020445184707641603,
                    0.021155839920043946,
                    0.020722688674926756,
                    0.02030284881591797,
                    0.020298751831054687,
                    0.020396032333374024,
                    0.02045132827758789,
                    0.020356096267700196,
                    0.02028339195251465,
                    0.02027724838256836,
                    0.020314111709594726,
                    0.020298751831054687,
                    0.020307968139648438,
                    0.020319232940673827,
                    0.020327423095703127,
                    0.02027622413635254,
                    0.02028441619873047,
                    0.02042572784423828,
                    0.02031001663208008,
                    0.02040934371948242,
                    0.020412416458129884,
                    0.020364288330078126,
                    0.020320255279541014,
                    0.02030284881591797,
                    0.020587520599365236,
                    0.02045132827758789,
                    0.020427776336669923,
                    0.020379648208618165,
                    0.020332544326782227,
                    0.020314111709594726,
                    0.020355072021484375,
                    0.020312063217163084,
                    0.020306943893432617,
                    0.02027622413635254,
                    0.020550655364990233,
                    0.02059878349304199,
                    0.02187571144104004,
                    0.02067046356201172,
                    0.02047590446472168,
                    0.02050048065185547,
                    0.020331520080566406,
                    0.020389888763427736,
                    0.020348928451538087,
                    0.02039193534851074,
                    0.020349952697753908,
                    0.020341760635375978,
                    0.020361215591430663,
                    0.020362239837646484,
                    0.020338687896728515,
                    0.020382720947265624,
                    0.02045132827758789,
                    0.020554752349853517,
                    0.021128192901611328,
                    0.02085068893432617,
                    0.020324352264404297,
                    0.020363264083862305,
                    0.020329471588134765,
                    0.020353023529052734,
                    0.02030080032348633,
                    0.02027212715148926,
                    0.020361215591430663,
                    0.020353023529052734,
                    0.02089779281616211,
                    0.020551679611206054,
                    0.02046463966369629,
                    0.020311040878295897,
                    0.020331520080566406,
                    0.020371456146240235,
                    0.020282367706298828,
                    0.020378623962402344,
                    0.0204400634765625,
                    0.020307968139648438,
                    0.020410367965698242,
                    0.02039910316467285,
                    0.020356096267700196,
                    0.020402175903320312,
                    0.020347904205322266,
                    0.020344831466674804,
                    0.02046668815612793,
                    0.020447231292724608,
                    0.02028339195251465,
                    0.020331520080566406
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 49.38623809486334
            },
            "energy": null,
            "efficiency": null
        }
    }
}