Merge back from upstream(apache) to origin(local dev) #3
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* [CRT]fix to reduce RAM size during loading model * Release graph_json memory immediately after reading
* [RPC] Improve RPCServer AsyncIO support. When the RPCServer is in the async IO mode, it is possible for the server to directly serve async function that may return its value via a callback in the future. This mode is particular useful to the web environment, where blocking is not an option. This PR introduces the Async support to the RPCSession, allowing the AsyncIO driven servers to serve the async functions. These functions will still be presented as synchronized version on the client side. Followup PR will refactor the web runtime to make use of this feature. * Address comments
* Add tvm-sys * Use as_mut_ptr * Address CR feedback * Update rust/tvm-sys/src/datatype.rs Co-authored-by: Nick Hynes <[email protected]> * Final CR comments * Fix find and replace error in frontend Co-authored-by: Nick Hynes <[email protected]>
- Added the warp level reduction support - Upgraded shfl intrinsics to the sync version. - This is the building block for scheduling softmax like operations. Signed-off-by: Wei Pan <[email protected]>
modified to run specifically on ARM cortex-M hardware, which currently is just the STM32F746 discovery board. Signed-off-by: Tom Gall <[email protected]>
This PR introduces WebGPU support to tvm. The WebGPU runtime is directly built in javascript(as WebGPU uses JS as the first class citizen API) and exposes back to the tvm's runtime via PackedFuncs. One important note is that `ctx.sync` is not async. This is due to the fact that WebGPU is a purely async API and we cannot block in the web environment. So the current best way to use the js api is to wrap things in an async function. When copy a GPU array to CPU, `await ctx.sync()` need to be called to wait for copy completion. We use a AsyncIO rpc server to serve the async functions to the clients.
* [TOPI][RELAY][TENSORFLOW]Math ops added * Extra newline removed * CI fix * Review comments fixed * Review comments fixed
* [RUNTIME] Hexagon driver for offloading kernels to simulator * Add sim_dev as external project when building with Hexagon/sim support * Change target CPU for sim_dev to v60
This PR prepares for our migration to use the clang-format as part of the linter system.
…d match (#5552) * Add additional check before re-using the cached match in merge composite * clean up ExtractPattern calls
* [std::string --> String] GlobalTypeVar is updated with String * [std::string --> String] GlobalVar is updated with String * [std::string --> String][IR] ADT is updated with String * [std::string --> String][IR] OP is updated with String * [std::string --> String][IR] Attrs is updated with String input * [std::string --> String][IR] GlobalVar is updated with String * [std::string --> String][Test] Pyconverter is updated with String change
* [DOCKER] Introduce ci-wasm * Add Jenkinsfile * Rename prepare to prepwasm so it won't run by default
The graphics API is moving towards next generation. Vulkan/Metal on the native and WebGPU on the web. Due to the limited programming model, we cannot get the best compute performance in WebGL. Now that the mainline already have both WebGPU and vulkan support, this PR phases out WebGL.
* [LINT] Enable clang-format. * Add more docs
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