tvm
https://github.com/apache/tvm
Python
Open deep learning compiler stack for cpu, gpu and specialized accelerators
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- Issues
- [Fix][Relax][Frontend][TFLite] Tflite quantized avgpool
- Bug][Relax] Unchecked indices in gather/scatter ops: silent OOB reads and memory-corrupting OOB writes (reachable through the ONNX importer)
- [Bug][CUDA] A tensor with a leading zero extent compiles, and the generated kernel faults with cudaErrorIllegalAddress at the first StreamSync
- [Bug][Relax][Distributed] DeviceMesh accepts invalid shape/device-id cardinality after 32-bit product narrowing
- [Bug][CUDA] Static shared sub-byte allocation uses floor-sized storage
- [Bug][Relax] FoldConstant crashes on shape_to_tensor with symbolic shapes (AssertionError) and folds it into a Constant that breaks reshape
- [Bug][Relax] ONNX Slice with runtime negative starts gives wrong results (zeros) — dynamic_strided_slice mishandles negative begin
- [Fix][Relax] Validate non-concat axes before fusing parallel matmul biases
- [Bug][Relax] CPU default pipeline: fused PrimFunc keeps symbolic height/width unbound (MakePackedAPI ICHECK)
- [Relax][VM] Re-running KillAfterLastUse on a default-lowered module crashes compiled VM codegen[Bug]
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- Python not yet supported