[XLA:CPU] Add benchmarks for 1D strided convolutions #19261
Merged
+101
−0
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
[XLA:CPU] Add benchmarks for 1D strided convolutions
Currently the transposed convolution is orders of magnitude slower than the regular one. Ideally performance should be similar. Detailed results:
Benchmark Time CPU Iterations
BM_Conv1DStrided/process_time 2869248 ns 31485808 ns 21
BM_Conv1DTransposedStrided/process_time 444138484 ns 9397599808 ns 1
BM_Conv1DTransposedStridedNonDefaultLayout/process_time 471396271 ns 9208384080 ns 1