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Optimize Dot + Slice about amdmigraphx HOT 1 CLOSED

umangyadav avatar umangyadav commented on July 26, 2024
Optimize Dot + Slice

from amdmigraphx.

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umangyadav avatar umangyadav commented on July 26, 2024

For exmaple:
Following is the code snippet before fuse_mlir pass for the test_gru_bidirct_3args test where @22 is a dot operation and only used once where it is sliced.

@22 = gpu::mlir_op[op=dot](@0,r), [mlir_dot1] -> float_type, {2, 10}, {10, 1}
@23 = slice[axes={1},starts={0},ends={5}](@21) -> float_type, {2, 5}, {15, 1}
@24 = contiguous(@23) -> float_type, {2, 5}, {5, 1}
@25 = slice[axes={1},starts={10},ends={15}](@21) -> float_type, {2, 5}, {15, 1}
@26 = contiguous(@25) -> float_type, {2, 5}, {5, 1}
@27 = slice[axes={1},starts={0},ends={5}](@22) -> float_type, {2, 5}, {10, 1}

from amdmigraphx.

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