Split large fully-connected nodes along k.
#9078
Open
Conversation
This file contains hidden or 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
copybara-service
bot
force-pushed
the
test_806264392
branch
2 times, most recently
from
3dbc2f2 to
b7a9727
Compare
This is just a `subgraph` rewrite that replaces nodes that look like ``` fully_connected(input_id, weights_id, bias_id) ``` where the data along the `k`th dimension exceeds 16kB, with ``` fully_connected(static_slice(K0, input_id), static_slice(K0, weights_id), bias_id) + fully_connected(static_slice(K1, input_id), static_slice(K1, weights_id), 0) + ... + fully_connected(static_slice(Kn, input_id), static_slice(Kn, weights_id), 0) ``` where `static_slice(ival, value_id)` slices `value_id` in the `k` dimension. PiperOrigin-RevId: 806264392
copybara-service
bot
force-pushed
the
test_806264392
branch
from
b7a9727 to
08d8a18
Compare
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
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Outdated suggestions cannot be applied.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.
Split large
fully-connectednodes alongk.This is just a
subgraphrewrite that replaces nodes that look likewhere the data along the
kth dimension exceeds 16kB, withwhere
static_slice(ival, value_id)slicesvalue_idin thekdimension.