14 Commits

Author	SHA1	Message	Date
liang.he	30539bf50c	Fix compilation error found in tflite test (#3820) ... ps. https://github.com/bytecodealliance/wasm-micro-runtime/pull/3817	2024-10-08 09:54:39 +08:00
liang.he	0599351262	wasi-nn: Add a new target for llama.cpp as a wasi-nn backend (#3709) ... Minimum support: - [x] accept (WasmEdge) customized model parameters. metadata. - [x] Target [wasmedge-ggml examples](https://github.com/second-state/WasmEdge-WASINN-examples/tree/master/wasmedge-ggml) - [x] basic - [x] chatml - [x] gemma - [x] llama - [x] qwen --- In the future, to support if required: - [ ] Target [wasmedge-ggml examples](https://github.com/second-state/WasmEdge-WASINN-examples/tree/master/wasmedge-ggml) - [ ] command-r. (>70G memory requirement) - [ ] embedding. (embedding mode) - [ ] grammar. (use the grammar option to constrain the model to generate the JSON output) - [ ] llama-stream. (new APIS `compute_single`, `get_output_single`, `fini_single`) - [ ] llava. (image representation) - [ ] llava-base64-stream. (image representation) - [ ] multimodel. (image representation) - [ ] Target [llamaedge](https://github.com/LlamaEdge/LlamaEdge)	2024-09-10 08:45:18 +08:00
liang.he	058bc47102	[wasi-nn] Add a new wasi-nn backend openvino (#3603)	2024-07-22 17:16:41 +08:00
liang.he	d36160b294	wasi-nn: Add wasmedge-wasinn-example as smoke test (#3554)	2024-06-24 12:03:08 +08:00
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	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	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
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
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
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
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