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"""
Valid tcgen05 shapes and cluster sizes for SM100, associated with levels.
These shape and level pairs are defined as dicts, where keys are shapes and values are their
associated levels. If the user input level for that category (tcgen05 shape, cluster
size) is smaller than a shape's associated level, it will be excluded, and otherwise, included.
Higher levels are therefore less likely emitted, but lower levels are more emitted more frequently.
Level 0 is always emitted. 
"""

try:
    from .library import DynamicClusterShape
except:
    from library import DynamicClusterShape

SM100_CLUSTER_SHAPES_1SM = {
    tuple(DynamicClusterShape) : 0,
    # size 1 cluster
    (1, 1, 1): 1,
    # size 2 cluster
    (1, 2, 1): 2,
    (2, 1, 1): 5,
    # size 4 clusters
    (2, 2, 1): 6,
    (1, 4, 1): 3,
    (4, 1, 1): 6,
    # size 8 clusters
    (2, 4, 1): 7,
    (4, 2, 1): 7,
    (1, 8, 1): 8,
    (8, 1, 1): 8,
    # size 16 cluster
    (4, 4, 1): 4,
}

SM100_CLUSTER_SHAPES_2SM = {
    tuple(DynamicClusterShape) : 0,
    # size 2 cluster
    (2, 1, 1): 1,
    # size 4 clusters
    (2, 2, 1): 2,
    (4, 1, 1): 2,
    # size 8 clusters
    (2, 4, 1): 3,
    (4, 2, 1): 3,
    (8, 1, 1): 6,
    # size 16 cluster
    (4, 4, 1): 4,
}

# MMA shapes

# 16b Dense

SM100_MMA_SHAPES_16b_DENSE_1SM = {
    (64,   8, 16): 5,
    (64,  16, 16): 2,
    (64,  24, 16): 5,
    (64,  32, 16): 2,
    (64,  40, 16): 5,
    (64,  48, 16): 5,
    (64,  56, 16): 5,
    (64,  64, 16): 2,
    (64,  72, 16): 5,
    (64,  80, 16): 5,
    (64,  88, 16): 5,
    (64,  96, 16): 5,
    (64, 104, 16): 5,
    (64, 112, 16): 5,
    (64, 120, 16): 5,
    (64, 128, 16): 0,
    (64, 136, 16): 5,
    (64, 144, 16): 5,
    (64, 152, 16): 5,
    (64, 160, 16): 5,
    (64, 168, 16): 5,
    (64, 176, 16): 5,
    (64, 184, 16): 5,
    (64, 192, 16): 3,
    (64, 200, 16): 5,
    (64, 208, 16): 5,
    (64, 216, 16): 5,
    (64, 224, 16): 5,
    (64, 232, 16): 5,
    (64, 240, 16): 5,
    (64, 248, 16): 5,
    (64, 256, 16): 3,

    (128,  16, 16): 2,
    (128,  32, 16): 2,
    (128,  48, 16): 5,
    (128,  64, 16): 2,
    (128,  80, 16): 5,
    (128,  96, 16): 5,
    (128, 112, 16): 5,
    (128, 128, 16): 0,
    (128, 144, 16): 5,
    (128, 160, 16): 5,
    (128, 176, 16): 5,
    (128, 192, 16): 3,
    (128, 208, 16): 5,
    (128, 224, 16): 5,
    (128, 240, 16): 5,
    (128, 256, 16): 0,

}


SM100_MMA_SHAPES_16b_DENSE_2SM = {
    (128,  32, 16): 2,
    (128,  64, 16): 2,
    (128,  96, 16): 5,
    (128, 128, 16): 0,
    (128, 160, 16): 5,
    (128, 192, 16): 5,
    (128, 224, 16): 5,
    (128, 256, 16): 0,

    (256,  32, 16): 2,
    (256,  64, 16): 2,
    (256,  96, 16): 5,
    (256, 128, 16): 0,
    (256, 160, 16): 5,
    (256, 192, 16): 3,
    (256, 224, 16): 5,
    (256, 256, 16): 0,
}

# TF32 Dense

SM100_MMA_SHAPES_TF32_DENSE_1SM = {
    (64,   8, 8): 5,
    (64,  16, 8): 2,
    (64,  24, 8): 5,
    (64,  32, 8): 2,
    (64,  40, 8): 5,
    (64,  48, 8): 5,
    (64,  56, 8): 5,
    (64,  64, 8): 1,
    (64,  72, 8): 5,
    (64,  80, 8): 5,
    (64,  88, 8): 5,
    (64,  96, 8): 5,
    (64, 104, 8): 5,
    (64, 112, 8): 5,
    (64, 120, 8): 5,
    (64, 128, 8): 0,
    (64, 136, 8): 5,
    (64, 144, 8): 5,
    (64, 152, 8): 5,
    (64, 160, 8): 5,
    (64, 168, 8): 5,
    (64, 176, 8): 5,
    (64, 184, 8): 5,
    (64, 192, 8): 3,
    (64, 200, 8): 5,
    (64, 208, 8): 5,
    (64, 216, 8): 5,
    (64, 224, 8): 5,
    (64, 232, 8): 5,
    (64, 240, 8): 5,
    (64, 248, 8): 5,
    (64, 256, 8): 3,

    (128,  16, 8): 2,
    (128,  32, 8): 2,
    (128,  48, 8): 5,
    (128,  64, 8): 2,
    (128,  80, 8): 5,
    (128,  96, 8): 5,
    (128, 112, 8): 5,
    (128, 128, 8): 0,
    (128, 144, 8): 5,
    (128, 160, 8): 5,
    (128, 176, 8): 5,
    (128, 192, 8): 3,
    (128, 208, 8): 5,
    (128, 224, 8): 5,
    (128, 240, 8): 5,
    (128, 256, 8): 0,

}

SM100_MMA_SHAPES_TF32_DENSE_2SM = {
    (128,  32, 8): 2,
    (128,  64, 8): 1,
    (128,  96, 8): 5,
    (128, 128, 8): 0,
    (128, 160, 8): 5,
    (128, 192, 8): 5,
    (128, 224, 8): 5,
    (128, 256, 8): 0,

    (256,  32, 8): 2,
    (256,  64, 8): 1,
    (256,  96, 8): 5,
    (256, 128, 8): 0,
    (256, 160, 8): 5,
    (256, 192, 8): 5,
    (256, 224, 8): 5,
    (256, 256, 8): 0,
}

# F8F6F4
SM100_MMA_SHAPES_F8F6F4_DENSE_1SM = {
    (64,   8, 32): 4,
    (64,  16, 32): 4,
    (64,  24, 32): 5,
    (64,  32, 32): 3,
    (64,  40, 32): 5,
    (64,  48, 32): 5,
    (64,  56, 32): 5,
    (64,  64, 32): 2,
    (64,  72, 32): 5,
    (64,  80, 32): 5,
    (64,  88, 32): 5,
    (64,  96, 32): 5,
    (64, 104, 32): 5,
    (64, 112, 32): 5,
    (64, 120, 32): 5,
    (64, 128, 32): 0,
    (64, 136, 32): 5,
    (64, 144, 32): 5,
    (64, 152, 32): 5,
    (64, 160, 32): 5,
    (64, 168, 32): 5,
    (64, 176, 32): 5,
    (64, 184, 32): 5,
    (64, 192, 32): 5,
    (64, 200, 32): 5,
    (64, 208, 32): 5,
    (64, 216, 32): 5,
    (64, 224, 32): 5,
    (64, 232, 32): 5,
    (64, 240, 32): 5,
    (64, 248, 32): 5,
    (64, 256, 32): 0,

    (128,  16, 32): 4,
    (128,  32, 32): 3,
    (128,  48, 32): 5,
    (128,  64, 32): 2,
    (128,  80, 32): 5,
    (128,  96, 32): 5,
    (128, 112, 32): 5,
    (128, 128, 32): 0,
    (128, 144, 32): 5,
    (128, 160, 32): 5,
    (128, 176, 32): 5,
    (128, 192, 32): 5,
    (128, 208, 32): 5,
    (128, 224, 32): 5,
    (128, 240, 32): 5,
    (128, 256, 32): 0,

}

SM100_MMA_SHAPES_F8F6F4_DENSE_2SM = {
    (128,  32, 32): 3,
    (128,  64, 32): 2,
    (128,  96, 32): 5,
    (128, 128, 32): 1,
    (128, 160, 32): 5,
    (128, 192, 32): 5,
    (128, 224, 32): 5,
    (128, 256, 32): 1,

    (256,  32, 32): 2,
    (256,  64, 32): 2,
    (256,  96, 32): 5,
    (256, 128, 32): 0,
    (256, 160, 32): 5,
    (256, 192, 32): 5,
    (256, 224, 32): 5,
    (256, 256, 32): 0,
}

# MXF8F6F4
SM100_MMA_SHAPES_MXF8F6F4_DENSE_1SM = {
    (128,  64, 32): 1,
    (128, 128, 32): 0,
    (128, 192, 32): 1,
    (128, 256, 32): 0,
}


SM100_MMA_SHAPES_MXF8F6F4_SPARSE_1SM = {
    (128, 128, 32): 0,
    (128, 192, 32): 1,
    (128, 256, 32): 0,
}

SM100_MMA_SHAPES_MXF8F6F4_DENSE_2SM = {
    (256,  64, 32): 1,
    (256, 128, 32): 0,
    (256, 192, 32): 1,
    (256, 256, 32): 0,


}


SM100_MMA_SHAPES_MXF8F6F4_SPARSE_2SM = {
    (256, 128, 32): 0,
    (256, 192, 32): 1,
    (256, 256, 32): 0,

}


# MXF4NVF4
SM100_MMA_SHAPES_MXF4NVF4_DENSE_1SM = {
    (128,  64, 64): 1,
    (128, 128, 64): 0,
    (128, 192, 64): 1,
    (128, 256, 64): 0,
}


SM100_MMA_SHAPES_MXF4NVF4_SPARSE_1SM = {
    (128, 128, 64): 0,
    (128, 256, 64): 0,
}


SM100_MMA_SHAPES_MXF4NVF4_DENSE_2SM = {
    # Multiples of 16 for N
    (256,  64, 64): 1,
    (256, 128, 64): 0,
    (256, 192, 64): 1,
    (256, 256, 64): 0,

}


SM100_MMA_SHAPES_MXF4NVF4_SPARSE_2SM = {
    # Multiples of 16 for N
    (256, 128, 64): 0,
    (256, 256, 64): 0,

}