[Autoscheduler] Add sparse conv2d(1*1) support for auto_scheduler #8065
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
jcf94
requested changes
May 18, 2021
jcf94
requested changes
May 18, 2021
|
Also cc @tkonolige |
added 2 commits
May 18, 2021 13:47
tkonolige
approved these changes
May 18, 2021
|
|
||
| bool SparseConv2dRel(const Array<Type>& types, int num_inputs, const Attrs& attrs, | ||
| const TypeReporter& reporter) { | ||
| ICHECK_EQ(types.size(), 5); |
There was a problem hiding this comment.
Can you add an error message.
added 2 commits
May 19, 2021 10:10
|
Merged. Thanks! @yuchaoli @tkonolige |
trevor-m
pushed a commit
to trevor-m/tvm
that referenced
this pull request
Jun 17, 2021
…ache#8065) * add sparse conv2d support for auto_scheduler * add description * fix bug * fix annotation * Lint fix Co-authored-by: laiyin.lyc <[email protected]>
trevor-m
pushed a commit
to neo-ai/tvm
that referenced
this pull request
Jun 17, 2021
…ache#8065) * add sparse conv2d support for auto_scheduler * add description * fix bug * fix annotation * Lint fix Co-authored-by: laiyin.lyc <[email protected]>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
This pull request adds sparse conv2d(1*1) support for auto_scheduler. I have implemented sparse conv2d with kernel_size=1, using the BSR sparse data format.
I evaluate the performance of sparse conv2d by mobilenet_v2 in pixel2. All of 1*1 conv2d in the network are transformed into sparse conv2d with block_size=(4, 1).
@jcf94