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A100_benchmark_compile_sdpa

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A100_benchmark_compile_sdpa
File size: 3,318 Bytes 
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{
    "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
        "compile_256_steps": [
            4580.4169999999995,
            23.278,
            23.142,
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            22.933
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        "decode_256_steps": [
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            22.936999999999998
        ]
    },
    "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
        "compile_256_steps": [
            1448.211,
            22.697,
            22.406,
            22.648999999999997,
            22.39
        ],
        "decode_256_steps": [
            22.324,
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            22.325000000000003,
            22.324,
            22.23
        ]
    },
    "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
        "compile_256_steps": [
            1460.353,
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            22.786,
            22.588
        ],
        "decode_256_steps": [
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            22.343,
            22.404,
            22.289
        ]
    },
    "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
        "compile_256_steps": [
            9428.679,
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            181.036,
            31.202,
            30.997
        ],
        "decode_256_steps": [
            30.93,
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            30.836,
            30.810000000000002,
            28.279
        ]
    },
    "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
        "compile_256_steps": [
            1871.3,
            33348.846000000005,
            171.037,
            24.772,
            24.247999999999998
        ],
        "decode_256_steps": [
            24.182,
            23.955000000000002,
            23.861,
            23.767,
            23.733
        ]
    },
    "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
        "compile_256_steps": [
            1882.233,
            33301.306,
            170.673,
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            24.167
        ],
        "decode_256_steps": [
            23.86,
            23.717,
            23.816,
            23.643,
            23.584999999999997
        ]
    },
    "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
        "compile_256_steps": [
            16398.147,
            167.325,
            25.44,
            25.261,
            25.197
        ],
        "decode_256_steps": [
            25.128,
            25.019,
            25.047,
            25.096,
            25.076999999999998
        ]
    },
    "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
        "compile_256_steps": [
            10083.222,
            159.541,
            23.76,
            26.491,
            27.136
        ],
        "decode_256_steps": [
            27.069,
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            23.267,
            25.753,
            23.512
        ]
    }
}