Refactor gelu_tanh to use tanh for compiler pattern matching
#653
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The current
gelu_tanhimplementation usessigmoid_fast, which prevents Reactant.jl from pattern matching and fusing GELU operations into GEMM calls (see EnzymeAD/Reactant.jl#1420).Changes
Reimplemented
gelu_tanhto use the standard paper formula withtanh_fast:This enables compiler pattern matching while maintaining mathematical correctness.
Created
gelu_sigmoidpreserving the old sigmoid-based implementation for users who prefer it:Updated derivatives for both variants with correct chain rule application
Maintained backward compatibility:
geluconstant still points togelu_tanhBoth implementations are mathematically equivalent (verified to machine precision) and produce identical outputs.
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Original prompt
gelu_tanhshould actually usetanh#640💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.