tvm
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apache
Open deep learning compiler stack for cpu, gpu and specialized accelerators
This feature is critical for modern LLM compilation workflows and is currently not available in Relax. Adding native support for GQA in Relax will enable better performance and compatibility with...
### Summary In a Python process where PyTorch and Transformers are imported first, importing TVM immediately segfaults before any TVM API is used. The backtrace points to an LLVM static...
This commit introduces a vendor-neutral NPU backend that demonstrates architectural patterns common across Neural Processing Units. The implementation covers key NPU concepts including multi-tier memory hierarchy management, automatic tiling for...
Implementation of paper [Tensor Program Optimization for the RISC-V Vector Extension Using Probabilistic Programs](https://arxiv.org/abs/2507.01457)
This PR introduces an operator fusion for the common `conv2d` followed by `reshape`, `add`, and `relu` sequence, commonly found in deep learning models (e.g., convolution + bias + activation pattern...
https://github.com/mlc-ai/mlc-llm/issues/3231 When I use mlc-llm, I encounter error in linking. I solved the problem with this patch. This patch may not solve the root cause. But for my scene it...
Intel GNA (Gaussian Neural Accelerator) backend for TVM Relax, designed as a foundation for Intel NPU support. While GNA hardware is present in Intel Core Ultra processors, this backend serves...
My graph is shown in the screenshot. The shape that the Reshape operator needs to receive is actually a tensor. However, at this point, TVM throws an error.  tvm...
I want use tvm on automatic drive。 all the code is write in cpp 17,so i need use c++ to run the tvm export so。 0.21.dev tag do not have...
Thanks for participating in the TVM community! We use https://discuss.tvm.ai for any general usage questions and discussions. The issue tracker is used for actionable items such as feature proposals discussion,...
