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Refactor module-level imports of heavy native dependencies (torch, tensorflow, jax) to function-internal lazy imports. Use when a library import triggers SIGSEGV or slow startup in environments where the native dep cannot fully initialize (e.g., CUDA driver absent, triton C-extension segfault, missing GPU). Predicts test-side effects from removed module attributes.