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[TTIR, TTNN] Decompose ttir.convolution to ttir.conv_transpose2d #1662

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jserbedzijaTT opened this issue Dec 24, 2024 · 0 comments
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[TTIR, TTNN] Decompose ttir.convolution to ttir.conv_transpose2d #1662

jserbedzijaTT opened this issue Dec 24, 2024 · 0 comments
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MLIR Ops Issues related to MLIR dialect ops and their implementations TTIR Dialect Issues related to TTIR dialect TTNN Dialect Issues related to TTNN dialect

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@jserbedzijaTT
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As discussed here: #1540, we want to support a decomposition from ttir.convolution to ttir.conv_transpose2d.

Additionally, we should add the window_reversal attribute to both ttir.conv_transpose2d and ttnn.conv_transpose2d to support frameworks that include this attribute for the conv_transpose2d operation. However, before proceeding, this attribute must first be supported in ttnn, as tracked in this tenstorrent/tt-metal#15342.
@jserbedzijaTT jserbedzijaTT added MLIR Ops Issues related to MLIR dialect ops and their implementations TTIR Dialect Issues related to TTIR dialect TTNN Dialect Issues related to TTNN dialect labels Dec 24, 2024
@jserbedzijaTT jserbedzijaTT mentioned this issue Dec 24, 2024
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MLIR Ops Issues related to MLIR dialect ops and their implementations TTIR Dialect Issues related to TTIR dialect TTNN Dialect Issues related to TTNN dialect
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