{
    "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": true,
            "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": "d806fa3e92289876e01ab19c9e19e9264ea1c1a1",
            "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": 1339.203584,
                "max_global_vram": 6768.033792,
                "max_process_vram": 0.0,
                "max_reserved": 6138.363904,
                "max_allocated": 6060.931072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 13.891625,
                "mean": 13.891625,
                "stdev": 0.0,
                "p50": 13.891625,
                "p90": 13.891625,
                "p95": 13.891625,
                "p99": 13.891625,
                "values": [
                    13.891625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1843.298304,
                "max_global_vram": 6789.005312,
                "max_process_vram": 0.0,
                "max_reserved": 6138.363904,
                "max_allocated": 5287.812608
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 0.028187775611877443,
                "mean": 0.014093887805938721,
                "stdev": 0.0001757760047912593,
                "p50": 0.014093887805938721,
                "p90": 0.014234508609771728,
                "p95": 0.014252086210250854,
                "p99": 0.014266148290634155,
                "values": [
                    0.013918111801147461,
                    0.01426966381072998
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 496.669201315085
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 2023.34208,
                "max_global_vram": 6071.779328,
                "max_process_vram": 0.0,
                "max_reserved": 5381.292032,
                "max_allocated": 5282.963456
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 3.1296978759765626,
                "mean": 1.5648489379882813,
                "stdev": 0.0009840698242187251,
                "p50": 1.5648489379882813,
                "p90": 1.5656361938476562,
                "p95": 1.565734600830078,
                "p99": 1.5658133264160157,
                "values": [
                    1.5658330078125,
                    1.5638648681640626
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 81.15799353978989
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 254,
                "total": 3.129420797348025,
                "mean": 0.012320554320267805,
                "stdev": 8.355633958134549e-05,
                "p50": 0.012303343772888184,
                "p90": 0.01232353286743164,
                "p95": 0.012345753908157349,
                "p99": 0.01277578254699707,
                "values": [
                    0.012336128234863282,
                    0.012316672325134278,
                    0.012298239707946777,
                    0.012297216415405274,
                    0.012294143676757812,
                    0.012294143676757812,
                    0.012297216415405274,
                    0.012296192169189453,
                    0.012300288200378418,
                    0.01229312038421631,
                    0.012305407524108887,
                    0.012303359985351562,
                    0.012303359985351562,
                    0.012320768356323243,
                    0.012316672325134278,
                    0.012295167922973632,
                    0.012295167922973632,
                    0.012300288200378418,
                    0.012294143676757812,
                    0.012289024353027344,
                    0.012300288200378418,
                    0.012301312446594239,
                    0.012300288200378418,
                    0.012302335739135742,
                    0.012310527801513671,
                    0.012308480262756348,
                    0.01232588768005371,
                    0.01233510398864746,
                    0.012298239707946777,
                    0.012290047645568849,
                    0.012299263954162597,
                    0.012297216415405274,
                    0.012294143676757812,
                    0.012289024353027344,
                    0.012306431770324706,
                    0.012311552047729492,
                    0.012811264038085938,
                    0.012744704246520995,
                    0.012312576293945313,
                    0.012304384231567383,
                    0.012292096138000488,
                    0.012302335739135742,
                    0.012294143676757812,
                    0.012307456016540527,
                    0.012296192169189453,
                    0.012305407524108887,
                    0.012312576293945313,
                    0.012310527801513671,
                    0.012295167922973632,
                    0.012298239707946777,
                    0.012315648078918457,
                    0.012304384231567383,
                    0.012294143676757812,
                    0.012290047645568849,
                    0.012303359985351562,
                    0.012289024353027344,
                    0.012297216415405274,
                    0.012289024353027344,
                    0.012311552047729492,
                    0.01229520034790039,
                    0.012481504440307618,
                    0.012891167640686036,
                    0.01262384033203125,
                    0.01235148811340332,
                    0.012320768356323243,
                    0.012313599586486817,
                    0.012311552047729492,
                    0.012344320297241211,
                    0.012313599586486817,
                    0.012302335739135742,
                    0.012310527801513671,
                    0.012309503555297852,
                    0.01232588768005371,
                    0.012299263954162597,
                    0.012304384231567383,
                    0.012300288200378418,
                    0.012291071891784668,
                    0.012304384231567383,
                    0.012290047645568849,
                    0.012295167922973632,
                    0.012301312446594239,
                    0.012303359985351562,
                    0.012301312446594239,
                    0.012295167922973632,
                    0.012307456016540527,
                    0.012322815895080566,
                    0.012308480262756348,
                    0.012298239707946777,
                    0.012299263954162597,
                    0.012308480262756348,
                    0.012309503555297852,
                    0.012300288200378418,
                    0.012307456016540527,
                    0.012314623832702636,
                    0.012304384231567383,
                    0.012303359985351562,
                    0.012307456016540527,
                    0.012307456016540527,
                    0.012319744110107422,
                    0.01234227180480957,
                    0.012295167922973632,
                    0.012300288200378418,
                    0.012300288200378418,
                    0.012305407524108887,
                    0.012295167922973632,
                    0.012291071891784668,
                    0.012316672325134278,
                    0.012299263954162597,
                    0.012306431770324706,
                    0.012294143676757812,
                    0.012306431770324706,
                    0.012296192169189453,
                    0.012323840141296387,
                    0.0123023681640625,
                    0.012306431770324706,
                    0.012303327560424805,
                    0.012305407524108887,
                    0.012301312446594239,
                    0.012311552047729492,
                    0.012307456016540527,
                    0.012778495788574219,
                    0.01275494384765625,
                    0.01234329605102539,
                    0.012306431770324706,
                    0.012304384231567383,
                    0.012299263954162597,
                    0.012299263954162597,
                    0.012340224266052247,
                    0.012289024353027344,
                    0.012304384231567383,
                    0.012296192169189453,
                    0.012302335739135742,
                    0.012296192169189453,
                    0.012286975860595703,
                    0.012294143676757812,
                    0.012296192169189453,
                    0.012304384231567383,
                    0.012306431770324706,
                    0.012304384231567383,
                    0.012294143676757812,
                    0.012309503555297852,
                    0.012307456016540527,
                    0.012291071891784668,
                    0.012289024353027344,
                    0.012296192169189453,
                    0.012348416328430176,
                    0.012333056449890138,
                    0.012315648078918457,
                    0.012307456016540527,
                    0.012323840141296387,
                    0.012310527801513671,
                    0.012294143676757812,
                    0.012308480262756348,
                    0.012320768356323243,
                    0.012303359985351562,
                    0.012292096138000488,
                    0.012296192169189453,
                    0.012303359985351562,
                    0.012305407524108887,
                    0.012302335739135742,
                    0.012297216415405274,
                    0.012295167922973632,
                    0.012299263954162597,
                    0.012305407524108887,
                    0.012292096138000488,
                    0.012297216415405274,
                    0.012313599586486817,
                    0.012316672325134278,
                    0.012299263954162597,
                    0.012306431770324706,
                    0.012297216415405274,
                    0.012294143676757812,
                    0.012292096138000488,
                    0.01228492832183838,
                    0.012295167922973632,
                    0.012299263954162597,
                    0.012309503555297852,
                    0.012294143676757812,
                    0.012285951614379884,
                    0.012321791648864745,
                    0.012313599586486817,
                    0.012299263954162597,
                    0.012296192169189453,
                    0.01237299156188965,
                    0.012305407524108887,
                    0.012299263954162597,
                    0.012298239707946777,
                    0.012295167922973632,
                    0.012305407524108887,
                    0.012308480262756348,
                    0.012301312446594239,
                    0.012301312446594239,
                    0.012313599586486817,
                    0.012313599586486817,
                    0.012298239707946777,
                    0.012298239707946777,
                    0.012296192169189453,
                    0.012306431770324706,
                    0.01229312038421631,
                    0.012295167922973632,
                    0.012292096138000488,
                    0.012317695617675782,
                    0.012314623832702636,
                    0.01277337646484375,
                    0.012749823570251465,
                    0.012318719863891601,
                    0.012306431770324706,
                    0.012309503555297852,
                    0.012297216415405274,
                    0.012299263954162597,
                    0.012290047645568849,
                    0.012300288200378418,
                    0.012314623832702636,
                    0.012308480262756348,
                    0.012294143676757812,
                    0.012295167922973632,
                    0.012320768356323243,
                    0.012302335739135742,
                    0.012317695617675782,
                    0.012302335739135742,
                    0.012303359985351562,
                    0.012305407524108887,
                    0.012297216415405274,
                    0.012309503555297852,
                    0.012303359985351562,
                    0.012310527801513671,
                    0.012302335739135742,
                    0.012302335739135742,
                    0.012336128234863282,
                    0.012332032203674317,
                    0.012301312446594239,
                    0.012292096138000488,
                    0.012306431770324706,
                    0.012294143676757812,
                    0.012299263954162597,
                    0.012301312446594239,
                    0.012301312446594239,
                    0.012311552047729492,
                    0.012300288200378418,
                    0.012307456016540527,
                    0.012301312446594239,
                    0.012292096138000488,
                    0.012309503555297852,
                    0.012305407524108887,
                    0.012298239707946777,
                    0.012297216415405274,
                    0.012295167922973632,
                    0.012296192169189453,
                    0.01247436809539795,
                    0.012310527801513671,
                    0.012307456016540527,
                    0.012308480262756348,
                    0.012301312446594239,
                    0.012305407524108887
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 81.16517926104672
            },
            "energy": null,
            "efficiency": null
        }
    }
}