18 Commits

Author	SHA1	Message	Date
liang.he	db025e457a	sync up with latest wasi-nn spec (#3530)	2024-06-17 14:58:09 +08:00
liang.he	f844b33b2d	Make wasi-nn backends as separated shared libraries (#3509) ... - All files under *core/iwasm/libraries/wasi-nn* are compiled as shared libraries - *wasi-nn.c* is shared between backends - Every backend has a separated shared library - If wasi-nn feature is enabled, iwasm will depend on shared library libiwasm.so instead of linking static library libvmlib.a	2024-06-14 12:06:56 +08:00
liang.he	028f43bc18	Fix compilation warnings of wasi-nn (#3497)	2024-06-07 10:49:44 +08:00
liang.he	bd44117676	Add wasi-nn example as smoke test case (#3501)	2024-06-07 10:26:09 +08:00
tonibofarull	b45d014112	wasi-nn: Improve TPU support (#2447) ... 1. Allow TPU and GPU support at the same time. 2. Add Dockerfile to run example with [Coral USB](https://coral.ai/products/accelerator/).	2023-08-14 20:03:56 +08:00
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`:  Visualization with [netron](https://netron.app/).	2023-08-11 07:55:40 +08:00
tonibofarull	f5c5a83331	wasi-nn: Improve tests paths for local dev (#2309) ... ## Context Path to models use `/assets` for testing inside docker. While testing directly from the repo we are forced to use soft-links or modify the paths. ## Proposed Changes Use relative path and adjust docker volumes in docs.	2023-06-27 08:07:30 +08:00
tonibofarull	ac9e789951	wasi-nn: Simplify cmake and headers' location (#2308) ... Major changes: - Public headers inside `wasi-nn/include` - Put cmake files in `cmake` folder - Make linux iwasm link with `${WASI_NN_LIBS}` so iwasm can enable wasi-nn	2023-06-26 09:29:05 +08:00
TianlongLiang	8f82b1e8a2	Fix dockerfile linter warnings (#2291)	2023-06-15 16:52:48 +08:00
YAMAMOTO Takashi	6e3c3fe9ec	Fix build error with LLVM 16 (#2259)	2023-06-06 13:45:18 +08:00
ayakoakasaka	89be5622a5	wasi-nn: Add external delegation to support several NPU/GPU (#2162) ... Add VX delegation as an external delegation of TFLite, so that several NPU/GPU (from VeriSilicon, NXP, Amlogic) can be controlled via WASI-NN. Test Code can work with the X86 simulator.	2023-05-05 16:29:36 +08:00
dependabot[bot]	0ce39a1368	Bump tensorflow in /core/iwasm/libraries/wasi-nn/test (#2061) ... Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.10.1 to 2.11.1. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.10.1...v2.11.1) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2023-03-28 16:36:59 +08:00
tonibofarull	a15a731e12	wasi-nn: Support multiple TFLite models (#2002) ... Remove restrictions: - Only 1 WASM app at a time - Only 1 model at a time - `graph` and `graph-execution-context` are ignored Refer to previous document: e8d718096d/core/iwasm/libraries/wasi-nn/README.md	2023-03-08 15:54:06 +08:00
Wenyong Huang	9b9ae0cfac	Update cmake files and wamr-test-suites to support collect code coverage (#1992) ... Support collecting code coverage with wamr-test-suites script by using lcov and genhtml tools, eg.: cd tests/wamr-test-suites ./test_wamr.sh -s spec -b -P -C The default code coverage and html files are generated at: tests/wamr-test-suites/workspace/wamr.lcov tests/wamr-test-suites/workspace/wamr-lcov.zip And update wamr-test-suites scripts to support testing GC spec cases to avoid frequent synchronization conflicts between branch main and dev/gc.	2023-02-28 17:38:18 +08:00
tonibofarull	1614ce12fa	wasi-nn: Enable GPU support (#1922) ... - Split logic in several dockers - runtime: wasi-nn-cpu and wasi-nn- Nvidia-gpu. - compilation: wasi-nn-compile. Prepare the testing wasm and generates the TFLites. - Implement GPU support for TFLite with Opencl.	2023-02-02 08:09:46 +08:00
tonibofarull	9eed6686df	Refactor WASI-NN to simplify the support for multiple frameworks (#1834) ... - 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	2023-01-25 18:32:40 +08:00
dependabot[bot]	2c5e7bc650	Bump tensorflow from 2.10.0 to 2.10.1 in /core/iwasm/libraries/wasi-nn/test (#1735) ... Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.10.0 to 2.10.1. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.10.0...v2.10.1) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2022-11-22 16:21:06 +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