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ydshieh
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A100_benchmark_gpt-fast

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1
A100_benchmark_gpt-fast
File size: 3,361 Bytes 
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{
    "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": {
        "compile_256_steps": {
            "time": [
                95.8053530548932,
                2.2853265419835225,
                3.2669659190578386,
                3.266023881966248,
                3.2665181120391935,
                3.2668077050475404,
                3.268629180965945
            ],
            "throughput": [
                313.4406741210547,
                313.53108152519695,
                313.4836437079316,
                313.4558542940311,
                313.2811779210108
            ]
        },
        "decode_256_steps": {
            "time": [
                3.2652035469654948,
                3.266546842060052,
                3.2660744179738685,
                3.2665798250818625,
                3.2668340080417693
            ],
            "throughput": [
                313.60985165891134,
                313.4808865481363,
                313.52623025511014,
                313.4777212965668,
                313.45333049652373
            ]
        }
    },
    "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": {
        "compile_256_steps": {
            "time": [
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                2.569424226996489,
                3.670696294051595,
                3.668450210010633,
                3.6684045440051705,
                3.668335850001313,
                3.6684852479957044
            ],
            "throughput": [
                278.9661464663812,
                279.13694922331575,
                279.14042404985,
                279.14565129025294,
                279.1342831648206
            ]
        },
        "decode_256_steps": {
            "time": [
                3.6708598010009155,
                3.668251301976852,
                3.668118276982568,
                3.6684340949868783,
                3.668203241075389
            ],
            "throughput": [
                278.9537207933659,
                279.15208520423823,
                279.16220870673584,
                279.1381754409473,
                279.15574266266634
            ]
        }
    },
    "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": {
        "compile_256_steps": {
            "time": [
                143.95465924602468,
                2.250370017020032,
                2.5594286889536306,
                2.5587191360536963,
                2.5583844779757783,
                2.5602540179388598,
                2.5606976920971647
            ],
            "throughput": [
                400.08928727709196,
                400.2002351767735,
                400.25258471322496,
                399.9603136349628,
                399.89101531206626
            ]
        },
        "decode_256_steps": {
            "time": [
                2.558387466939166,
                2.56033970892895,
                2.5582443029852584,
                2.5585785540752113,
                2.5584073319332674
            ],
            "throughput": [
                400.25211709823816,
                399.94692752250563,
                400.274515926832,
                400.22222431631417,
                400.24900930306967
            ]
        }
    }
}