Cortex-M backend: lower quantized GELU via the activation LUT (#21025)
### Summary Extend the existing sigmoid/tanh/silu activation-LUT path to GELU: add an exact (erf) _gelu to _ACTIVATION_FNS, register aten.gelu in the quantizer's ACTIVATION_OP_PATTERNS (the generic CortexMActivationCheck needs no change), and add aten.gelu to the quantized_activation dialect substitution. Unlike silu, aten.gelu is a core-aten op that survives to_edge unchanged, so no to_edge preservation is required. build_activation_lut only sees the op target, so the table is always the exact/erf GELU regardless of the approximate kwarg. ### Test plan Verified test-first (RED->GREEN) with five nn.GELU() dialect cases (ramp / saturating / asymmetric-zp / zero) whose numerics are validated against the reference (qtol=1); the full cortex_m op dialect suite still passes (177 passed). Authored with Claude Code. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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RJ Ascani committed
7628aa6b88e499b53a47bd2bc776a234279a21f3
Parent: 53180df
Committed by GitHub <noreply@github.com>
on 7/22/2026, 2:12:28 PM