{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "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": 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,
            "latency": true,
            "memory": 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": "error",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": "b92e3e6e00670fa1351d9aef1be896254e5f33e0",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1049.14944,
                "max_global_vram": 2098.778112,
                "max_process_vram": 282270.982144,
                "max_reserved": 725.614592,
                "max_allocated": 512.832512
            },
            "latency": {
                "unit": "s",
                "count": 61,
                "total": 0.5016442236900329,
                "mean": 0.008223675798197261,
                "stdev": 0.0006479633189001098,
                "p50": 0.007984176158905029,
                "p90": 0.008609457015991211,
                "p95": 0.008970897674560547,
                "p99": 0.011303063011169432,
                "values": [
                    0.010914582252502442,
                    0.008457938194274902,
                    0.008540976524353027,
                    0.008102896690368653,
                    0.008090896606445313,
                    0.008054736137390137,
                    0.008012175559997559,
                    0.008216176986694336,
                    0.008007216453552245,
                    0.007960976123809815,
                    0.007958577156066895,
                    0.008029135704040527,
                    0.008061615943908692,
                    0.008208816528320312,
                    0.011885784149169921,
                    0.008341776847839355,
                    0.008208017349243164,
                    0.008145296096801757,
                    0.007984176158905029,
                    0.007975057125091552,
                    0.007960657119750976,
                    0.00820833683013916,
                    0.008102577209472656,
                    0.008609457015991211,
                    0.008791698455810546,
                    0.008515056610107421,
                    0.008096976280212402,
                    0.007999055862426758,
                    0.007975376129150391,
                    0.007965775966644287,
                    0.007996655941009522,
                    0.00795249605178833,
                    0.007970736026763917,
                    0.00797217607498169,
                    0.007971537113189698,
                    0.007954736232757569,
                    0.008406577110290527,
                    0.007950097084045411,
                    0.007956975936889649,
                    0.007950096130371094,
                    0.007936336994171143,
                    0.00794209623336792,
                    0.007960495948791503,
                    0.007954256057739258,
                    0.007930575847625732,
                    0.008071376800537109,
                    0.007912015914916993,
                    0.007912015914916993,
                    0.007927855968475343,
                    0.00794081687927246,
                    0.007935855865478516,
                    0.007928176879882813,
                    0.007935215950012207,
                    0.007912975788116455,
                    0.007948495864868165,
                    0.007930416107177735,
                    0.0079443359375,
                    0.00876209831237793,
                    0.008970897674560547,
                    0.008446417808532714,
                    0.008977619171142578
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 243.20024877907107
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1049.14944,
                "max_global_vram": 2098.765824,
                "max_process_vram": 303833.305088,
                "max_reserved": 725.614592,
                "max_allocated": 513.056256
            },
            "latency": {
                "unit": "s",
                "count": 61,
                "total": 0.5027290153503416,
                "mean": 0.00824145926803839,
                "stdev": 0.0003059698376399067,
                "p50": 0.008095376014709473,
                "p90": 0.008694896697998047,
                "p95": 0.008986578941345216,
                "p99": 0.00922280216217041,
                "values": [
                    0.008694896697998047,
                    0.008560176849365234,
                    0.008180336952209473,
                    0.008155535697937012,
                    0.008119536399841308,
                    0.008138257026672363,
                    0.008131377220153809,
                    0.008103216171264648,
                    0.008092657089233398,
                    0.008079376220703125,
                    0.008082896232604981,
                    0.008113456726074218,
                    0.008260976791381837,
                    0.008142095565795898,
                    0.009005139350891114,
                    0.008095215797424317,
                    0.008208816528320312,
                    0.008152016639709473,
                    0.008074895858764648,
                    0.008210736274719238,
                    0.00803985595703125,
                    0.008236495971679688,
                    0.008845937728881837,
                    0.008582098007202148,
                    0.00856625747680664,
                    0.008606738090515136,
                    0.008986578941345216,
                    0.008268016815185547,
                    0.008054896354675293,
                    0.008054097175598145,
                    0.008078736305236816,
                    0.008095376014709473,
                    0.008056177139282226,
                    0.00808737564086914,
                    0.008051216125488281,
                    0.008207217216491699,
                    0.008067376136779785,
                    0.008242735862731934,
                    0.008072497367858887,
                    0.008048975944519043,
                    0.008145456314086913,
                    0.008057456970214844,
                    0.008056176185607911,
                    0.008064976692199707,
                    0.008071375846862792,
                    0.008074895858764648,
                    0.00805169677734375,
                    0.008021615982055664,
                    0.008024656295776367,
                    0.008043536186218262,
                    0.008046575546264648,
                    0.008072336196899415,
                    0.008081296920776367,
                    0.008047056198120118,
                    0.008174416542053222,
                    0.008070256233215332,
                    0.008070576667785644,
                    0.009458579063415528,
                    0.008458577156066894,
                    0.0087216157913208,
                    0.009065617561340332
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 121.33773491766797
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 60,
                "total": 0.9865445623397827,
                "mean": 0.016442409372329714,
                "stdev": 0.0007657577295712467,
                "p50": 0.016158432960510255,
                "p90": 0.017191827774047853,
                "p95": 0.017531596279144284,
                "p99": 0.019284931068420403,
                "values": [
                    0.017026754379272462,
                    0.016804033279418946,
                    0.016304832458496094,
                    0.01625507354736328,
                    0.016226593017578124,
                    0.016187713623046874,
                    0.01635347366333008,
                    0.01612259292602539,
                    0.01607075309753418,
                    0.01606915283203125,
                    0.01616083335876465,
                    0.01635171318054199,
                    0.01638835334777832,
                    0.020827241897583008,
                    0.016574272155761717,
                    0.016448354721069335,
                    0.016331073760986328,
                    0.016087392807006835,
                    0.016211233139038085,
                    0.016030752182006835,
                    0.016467073440551757,
                    0.016949153900146483,
                    0.01721443557739258,
                    0.01739011573791504,
                    0.017189315795898438,
                    0.01711891555786133,
                    0.01629507255554199,
                    0.01605891227722168,
                    0.016045473098754884,
                    0.016100353240966796,
                    0.016068832397460937,
                    0.01606803321838379,
                    0.016084192276000976,
                    0.016056352615356446,
                    0.016187713623046874,
                    0.016501474380493163,
                    0.016222591400146483,
                    0.016056352615356446,
                    0.016024513244628905,
                    0.016108991622924805,
                    0.016031232833862305,
                    0.016041791915893555,
                    0.016050912857055663,
                    0.01602707290649414,
                    0.01617363166809082,
                    0.015993633270263673,
                    0.015953951835632325,
                    0.015986753463745118,
                    0.01600819206237793,
                    0.01601347351074219,
                    0.016028671264648436,
                    0.016043392181396485,
                    0.015982751846313478,
                    0.01615603256225586,
                    0.016028352737426758,
                    0.016038272857666017,
                    0.01821315574645996,
                    0.01750291633605957,
                    0.017153793334960938,
                    0.018076515197753905
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 60.818337346767485
            },
            "energy": null,
            "efficiency": null
        }
    }
}