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WebNN: Implement MLBuffer dispatch
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Adds support to execute MLGraphs using MLBuffers. Allows the WebNN
developer to directly bind MLBuffers as input/outputs to graphs
for execution, which keeps MLBuffer data on-device after execution
completes. In future CLs, dispatch can be further optimized.

* Moves out per graph resources required by Dispatch().
* MLGraphBuilder.build no longer pre-allocates I/O.

webmachinelearning/webnn#482

Bug: 1472888
Change-Id: I7400704cf60c149c47c20f22c50d5f12bff89cf9
Cq-Include-Trybots: luci.chromium.try:win11-blink-rel
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bbernhar authored and chromium-wpt-export-bot committed Apr 17, 2024
1 parent b8a81e1 commit eb6ad9c
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Showing 3 changed files with 435 additions and 1 deletion.
2 changes: 2 additions & 0 deletions webnn/conformance_tests/buffer.https.any.js
Original file line number Diff line number Diff line change
Expand Up @@ -14,3 +14,5 @@ testDestroyWebNNBuffer('destroyTwice');
testReadWebNNBuffer('read');

testWriteWebNNBuffer('write');

testDispatchWebNNBuffer('dispatch');
2 changes: 2 additions & 0 deletions webnn/conformance_tests/gpu/buffer.https.any.js
Original file line number Diff line number Diff line change
Expand Up @@ -14,3 +14,5 @@ testDestroyWebNNBuffer('destroyTwice', 'gpu');
testReadWebNNBuffer('read', 'gpu');

testWriteWebNNBuffer('write', 'gpu');

testDispatchWebNNBuffer('dispatch', 'gpu');
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