Repository navigation
Add WebGPU notebook proving GPU inference - #10
Merged
Merged
Conversation
ch13_webgpu.ipynb shows that WebGPU inference really runs on the GPU: the hardware adapter, model tensors held in GPU memory, and WebGPU vs WASM timing for the same greedy generation with SmolLM2-135M-Instruct (q4). Link it from the README and the ch01 introduction, and cover it in the notebook tests with stubbed adapter and tensor-location probes. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #10 +/- ##
=======================================
Coverage 82.96% 82.96%
=======================================
Files 8 8
Lines 2472 2472
=======================================
Hits 2051 2051
Misses 421 421
Flags with carried forward coverage won't be shown. Click here to find out more. 🚀 New features to boost your workflow:
|
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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
ch13_webgpu.ipynb shows that WebGPU inference really runs on the GPU: the
hardware adapter, model tensors held in GPU memory, and WebGPU vs WASM timing
for the same greedy generation with SmolLM2-135M-Instruct (q4). Link it from
the README and the ch01 introduction, and cover it in the notebook tests with
stubbed adapter and tensor-location probes.