[VTA] Support for batched inference #3661
Merged
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
tmoreau89
changed the title
tmoreau89
requested review from
jroesch and
tqchen
and removed request for
tqchen
|
@vegaluisjose @liangfu @tqchen please review |
jroesch
approved these changes
Jul 30, 2019
jroesch
approved these changes
Jul 30, 2019
wweic
pushed a commit
to wweic/tvm
that referenced
this pull request
Aug 9, 2019
* fix in IR pass to support padding on 6-d tensors * support for both N>1 and N==1 for padding * batch size > 1 tuning and base config * output formatting * batch conv2d * print all category results * revert to single-batch config * pick record best * fix conv test * improving reporting * address batching bug in fast simulator * fix
wweic
pushed a commit
to neo-ai/tvm
that referenced
this pull request
Sep 6, 2019
* fix in IR pass to support padding on 6-d tensors * support for both N>1 and N==1 for padding * batch size > 1 tuning and base config * output formatting * batch conv2d * print all category results * revert to single-batch config * pick record best * fix conv test * improving reporting * address batching bug in fast simulator * fix
tqchen
pushed a commit
to tqchen/tvm
that referenced
this pull request
Mar 29, 2020
* fix in IR pass to support padding on 6-d tensors * support for both N>1 and N==1 for padding * batch size > 1 tuning and base config * output formatting * batch conv2d * print all category results * revert to single-batch config * pick record best * fix conv test * improving reporting * address batching bug in fast simulator * fix
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Outdated suggestions cannot be applied.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 PR addresses some bugs that occur when setting
LOG_BATCHto a value greater than 0 (i.e. batch size greater than 1).In addition, TOPHUB schedules were updated: tlc-pack/tophub@102b9b4
And a bitstream was added to test batched inference in hardware: uwsampl/vta-distro@e28d9d5
To reproduce in sim, set
vta_config.jsonto:To run on
pynq, setTARGETtopynq.