Taichi is a programming language created in 2019 by Yuanming Hu.
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Taichi Lang is an open-source, imperative, parallel programming language for high-performance numerical computation. It is embedded in Python and uses just-in-time (JIT) compiler frameworks, for example LLVM, to offload the compute-intensive Python code to the native GPU or CPU instructions.
// For CPU
Parallelize(int num_threads) // Multi-threading
Vectorize(int width) // Loop vectorization
// For GPU
BlockDim(int blockDim) // Specify GPU block size
// For scratchpad optimization
AssumeInRange(Expr base, int lower, int upper)
Cache(Expr)
// Cache data into GPU L1 cache
CacheL1(Expr)
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