wasm-micro-runtime

gnh1201/wasm-micro-runtime

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Commit Graph

Author	SHA1	Message	Date
tonibofarull	0b0af1b3df	wasi-nn: Support uint8 quantized networks (#2433 ) Support (non-full) uint8 quantized networks. Inputs and outputs are still required to be `float`. The (de)quantization is done internally by wasi-nn. Example generated from `quantized_model.py`: ![Screenshot from 2023-08-07 17-57-05](https://github.com/bytecodealliance/wasm-micro-runtime/assets/80318361/91f12ff6-870c-427a-b1dc-e307f7d1f5ee) Visualization with [netron](https://netron.app/).	2023-08-11 07:55:40 +08:00
tonibofarull	e53ab91439	Integrate WASI-NN into WAMR (#1521 ) Initial integration of WASI-NN based on #1225: - Implement the library core/iwasm/libraries/wasi-nn - Support TensorFlow, CPU, F32 at the first stage - Add cmake variable `-DWAMR_BUILD_WASI_NN` - Add test case based on Docker image and update document Refer to #1573	2022-10-12 12:09:29 +08:00

Author

SHA1

Message

Date

tonibofarull

0b0af1b3df

wasi-nn: Support uint8 quantized networks (#2433 )

Support (non-full) uint8 quantized networks.
Inputs and outputs are still required to be `float`. The (de)quantization is done internally by wasi-nn.

Example generated from `quantized_model.py`:
![Screenshot from 2023-08-07 17-57-05](https://github.com/bytecodealliance/wasm-micro-runtime/assets/80318361/91f12ff6-870c-427a-b1dc-e307f7d1f5ee)

Visualization with [netron](https://netron.app/).

2023-08-11 07:55:40 +08:00

tonibofarull

e53ab91439

Integrate WASI-NN into WAMR (#1521 )

Initial integration of WASI-NN based on #1225:
- Implement the library core/iwasm/libraries/wasi-nn
- Support TensorFlow, CPU, F32 at the first stage
- Add cmake variable `-DWAMR_BUILD_WASI_NN`
- Add test case based on Docker image and update document

Refer to #1573

2022-10-12 12:09:29 +08:00

2 Commits