-
Demonstrate how `MLTensor` can be used to help web developers manage constant data (e.g., trained weights) on-device.
Dependent PRs
* `MLConstantOperand`: https://github.com/webmachinelearning/web…
-
Hi,
Just checking if 14.x support is possible.
-
Some issues with using a dict:
* `dimensions` isn't validated against `TypedArray.bytesLength`. I can set arbitrary dimensions (like `[4,4,4]` to a Float32Array that only has 1 element.
* Hard to cr…
-
## The Problem (see #477)
Our current method for surfacing `dispatch()` errors is to "lose" the `MLContext`. As I mentioned in https://github.com/webmachinelearning/webnn/pull/754#discussion_r17474…
-
# Purpose/Motivation
Provides a means to upload or download tensor data to/from a created `MLBuffer` via #542 . This is a sub-issue of https://github.com/webmachinelearning/webnn/issues/482.
# …
-
The idea is perhaps future-looking, but I'd like to bring it up for discussion.
## Motivations
* Reduce the GPU/NPU memory required for completing a use case (e.g. text2image).
* Reduce the mem…
-
- Go to https://microsoft.github.io/webnn-developer-preview/demos/image-classification/?provider=webnn&devicetype=gpu&model=resnet-50&run=5 via either:
- Microsoft Edge 130.0.2849.52 (Official build…
-
Failed to execute 'dispatch' on 'MLContext' after landing https://github.com/microsoft/webnn-developer-preview/pull/45
### Repro Steps A
1. Enable WebNN in browser
2. Visit https://microsoft.github.i…
-
>[!IMPORTANT]
>This is a work in progress draft agenda for the [WebML WG](https://webmachinelearning.github.io/) meeting at [TPAC 2024](https://www.w3.org/2024/09/TPAC/). Agenda proposals and…
-
The recent revision of the proposed MLBuffer spec no longer represents a low-level concept of device memory storage, as these buffers are now tied to specific shapes and data types. Converting between…