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Refactor WASI-NN to simplify the support for multiple frameworks (#1834)

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- Reorganize the library structure
- Use the latest version of `wasi-nn` wit (Oct 25, 2022):
    0f77c48ec1/wasi-nn.wit.md
- Split logic that converts WASM structs to native structs in a separate file
- Simplify addition of new frameworks
This commit is contained in:
tonibofarull
2023-01-25 11:32:40 +01:00
committed by GitHub
parent 965edff4df
commit 9eed6686df
24 changed files with 911 additions and 504 deletions
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10
core/iwasm/libraries/wasi-nn/README.md
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@ -37,7 +37,11 @@ Tests: passed!
## What is missing
* Only 1 model at a time is supported.
Supported:
* Only 1 WASM app at a time.
* Only 1 model at a time.
* `graph` and `graph-execution-context` are ignored.
* Only `tensorflow` (lite) is supported.
* Only `cpu` is supported.
* Graph encoding: `tensorflowlite`.
* Execution target: `cpu`.
* Tensor type: `fp32`.