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Fixed issue with dot_product_attention when using TPU. #21254

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Merged
merged 6 commits into from
May 7, 2025

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pctablet505
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codecov-commenter commented May 6, 2025

Codecov Report

Attention: Patch coverage is 14.51613% with 53 lines in your changes missing coverage. Please review.

Project coverage is 82.53%. Comparing base (6ddaefb) to head (f60811e).
Report is 1 commits behind head on master.

Files with missing lines Patch % Lines
keras/src/backend/jax/nn.py 14.51% 48 Missing and 5 partials ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##           master   #21254      +/-   ##
==========================================
- Coverage   82.59%   82.53%   -0.07%     
==========================================
  Files         564      564              
  Lines       54594    54642      +48     
  Branches     8483     8495      +12     
==========================================
+ Hits        45092    45098       +6     
- Misses       7415     7454      +39     
- Partials     2087     2090       +3     
Flag Coverage Δ
keras 82.34% <14.51%> (-0.07%) ⬇️
keras-jax 63.62% <14.51%> (-0.05%) ⬇️
keras-numpy 58.74% <0.00%> (-0.06%) ⬇️
keras-openvino 32.96% <0.00%> (-0.03%) ⬇️
keras-tensorflow 64.03% <0.00%> (-0.06%) ⬇️
keras-torch 63.69% <0.00%> (-0.06%) ⬇️

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Thanks for the PR!

strides: a sequence of `N` integers, representing the inter-window
strides (default: `(1, ..., 1)`).
strides (default: `(1, ..., 1)`).
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Please add indent

"Sharding along sequence dimension not allowed in tpu kernel "
"attention"
"Sharding along sequence dimension not allowed"
" in tpu kernel attention"
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TPU


Args:
query: Queries with shape `[batch, time, heads,
depth_k]`.
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Please use 4-space indent

Corrected indentation in doc string
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LGTM, thank you

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4 participants