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stevenvar
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[XLA] Reorganize dynamic-size support into feature-based commits
- #53
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stevenvar
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[XLA] Reorganize dynamic-size support into feature-based commits
#53
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Commits on Aug 24, 2026
Use shared reciprocal for broadcast scalar division
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Add shared dynamic shape expression representation
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Propagate symbolic shapes and values through TensorFlow inference
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Use the same symbolic ID for inputs
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Preserve dynamic expressions through HLO construction and inference
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Add shared tf2xla dynamic expression plumbing
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Propagate dynamic expressions through tf2xla kernels
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Preserve dynamic expressions through binary broadcasting
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Preserve shape-derived expressions through constant folding
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Cluster graphs using normalized dynamic subexpressions
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Solve dynamic expressions at XLA cluster boundaries
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Bucket dynamic compilation arguments for cache reuse
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Guard MLIR lowering for dynamic shape expressions
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Pass dynamic batch dimensions through CPU execution
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Generate runtime-dependent CPU loop bounds
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Support dynamic dimensions in CPU operation emitters
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Prevent CPU HLO profiling crashes
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Add dynamic expression integration tests
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Change dynamic batch padding policy
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Keep padded reshape expressions conservative
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Partially solve Max expressions with a constant bound
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Commits on Sep 3, 2026
Fix dynamic expression edge cases and batch bucketing
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Reject zero divisors before simplifying expressions
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Restore GraphProperties dynamic inference isolation
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