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(Stage 3)
There is also a CUDA-style @sf.kernel with thread_idx, shared memory and barriers. Kernels run on a simulator today (atreides-sim) which has two independent back ends, a Python interpreter and generated C, that must agree bit for bit. atreides-hw is reserved for the real chip and waits for its driver.