tvm
https://github.com/apache/tvm
Python
Open deep learning compiler stack for cpu, gpu and specialized accelerators
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- Issues
- [Bug][VM] Performance degradation of non_max_suppression layer on VM
- [Bug] ELU produced inconsistent inference results with PyTorch
- [Relay] improve optimizations in SimplifyExpr pass
- [CI][Docker] Add riscv-gnu-toolchain to ci_riscv
- [Relay] Generate reduced testcase for compilation failure
- [Bug] [Relay] [BYOC] [Tensorrt] Significant performance gap observed between direct TensorRT usage and TVM's BYOC approach.
- [Tracking Issue][TensorIR][DEV] Categorize Testcases
- [Bug][FuseOps] Ops don't fuse together and remain individual PrimFuncs
- [Bug] The optimal implementation of reduce_sum searched by Ansor is more than 30x slower than torch.sum
- Fix concrete broadcast bug
- Docs
- Python not yet supported