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PR #21022: [XLA:CPU][oneDNN] Modify addend shape for small Convolution + Bias contraction #3080

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PR #21022: [XLA:CPU][oneDNN] Modify addend shape for small Convolution + Bias contraction

Imported from GitHub PR openxla/xla#21022

For small constant biases, XLA may perform constant folding, which can alter the shape of the bias passed to oneDNN. This PR removes any extraneous trivial dimensions from the bias that is passed to the oneDNN library. It also adds a test in all applicable dtypes to test the functionality.
Copybara import of the project:

--
5ce5ba690d5acd1ebedca1484483639b2f3b0be1 by Akhil Goel [email protected]:

Modify conv bias shape

Merging this change closes #21022

FUTURE_COPYBARA_INTEGRATE_REVIEW=openxla/xla#21022 from Intel-tensorflow:akhil/conv_bias_fix 5ce5ba690d5acd1ebedca1484483639b2f3b0be1

…n + Bias contraction

Imported from GitHub PR openxla/xla#21022

For small constant biases, XLA may perform constant folding, which can alter the shape of the bias passed to oneDNN. This PR removes any extraneous trivial dimensions from the bias that is passed to the oneDNN library. It also adds a test in all applicable dtypes to test the functionality.
Copybara import of the project:

--
5ce5ba690d5acd1ebedca1484483639b2f3b0be1 by Akhil Goel <[email protected]>:

Modify conv bias shape

Merging this change closes #21022

FUTURE_COPYBARA_INTEGRATE_REVIEW=openxla/xla#21022 from Intel-tensorflow:akhil/conv_bias_fix 5ce5ba690d5acd1ebedca1484483639b2f3b0be1
PiperOrigin-RevId: 713098378
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