Commit graph

6 commits

Author SHA1 Message Date
Arthur Islamov
22947109f2
[js/web] FP16 LayerNorm, InstanceNorm, SkipLayerNorm (#17630)
### Description
This PR includes fixes for Norm operations to support FP16 and also some
optimizations to use vec2/vec4 if possible
2023-10-18 10:47:41 -07:00
Yulong Wang
d532645bed
[js/webgpu] revise uniform support (#17871)
### Description
<!-- Describe your changes. -->

work for items (2) and (3) in #17860
2023-10-11 16:41:46 -07:00
Yulong Wang
d9b9c5a537
[js/webgpu] support using uniform buffer (#17803)
### Description
support using uniform buffer.

This PR allows to use uniform buffer in shader program, so that some
runtime information (eg. input/output shape) is no longer need to be
hardcoded into shader code.

There are 2 commits in this PR:
-
[667f31c](667f31c83d):
framework changes to support uniform buffer, as well as updates in
program manager, gpu data manager and indices helper.
-
[09e1d2a](09e1d2ad1d):
an example change for operator `Transpose` to use input's rank-only
instead of dims as shader key. With this change, model mobilenetv2-12
shader compile times dropped from 71 to 52.
2023-10-10 00:31:12 -07:00
Yulong Wang
9aafbe3feb
[js/web] revise TensorView (#17473)
### Description

This change:
- removes the unused `Tensor` types declared in
/js/web/lib/wasm/jsep/tensor.ts
- removes duplicated util functions in  /js/web/lib/wasm/jsep/tensor.ts
- renames /js/web/lib/wasm/jsep/**tensor.ts** to
/js/web/lib/wasm/jsep/**tensor-view.ts** and update corresponding
references. It was kind of confusing that we have multiple `Tensor`
types defined in different places also we have multiple `tensor.ts`
source files.

This is one of the prerequisites for supporting IO binding for WebGPU
buffer in onnxruntime-web.

list of prerequisites PRs:
https://github.com/microsoft/onnxruntime/pull/17465
https://github.com/microsoft/onnxruntime/pull/17469
https://github.com/microsoft/onnxruntime/pull/17470
https://github.com/microsoft/onnxruntime/pull/17472
https://github.com/microsoft/onnxruntime/pull/17473 (this one)
2023-09-14 21:14:44 -07:00
Yulong Wang
fb51faea64
[js/webgpu] fix 2 build breaks introduced in merge (#17273)
### Description
fix 2 build breaks introduced in merge. Fixes web build
2023-08-23 18:09:50 -07:00
satyajandhyala
7d1a5635a0
[JS/Web] Added SkipLayerNormalization operator. (#17102)
### Description
Add SkipLayerNormalization operator to JSEP.



### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2023-08-18 09:59:03 -07:00