CHANGELOG.md

Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

Updated bytes transitive dependency to 1.11.1 (fixes RUSTSEC-2026-0007: integer overflow in BytesMut::reserve)
Updated slab transitive dependency to 0.4.12 (fixes RUSTSEC-2025-0047: out-of-bounds access in get_disjoint_mut)
Bumped minimum tokio to 1.44 to pull the patched bytes version
Added pre-parse bounds check in FANN format parser: layer_sizes and weights sections are now limited to 10,000 and 100,000,000 entries respectively, preventing memory exhaustion from crafted files

Compile error with --all-features: shaders.rs match on ActivationFunction was non-exhaustive — missing arms for Gelu, Swish, and LeakyRelu caused a build failure; mapped to existing GPU shader types
Adam L2 weight-decay bug: the decay term previously applied a constant learning_rate * lambda offset to all weight updates instead of scaling by the actual weight value (learning_rate * lambda * w), violating L2 regularisation semantics
Replaced lazy_static macro with std::sync::OnceLock in memory_manager.rs; removed lazy_static dependency entirely

lazy_static dependency (replaced by std::sync::OnceLock, stable since Rust 1.70)

Added 9 new tests in src/tests/network_tests.rs that verify computed output values (not just structural properties): ReLU ordering, sigmoid/tanh range + non-NaN guarantees, output dimension correctness, input validation, deterministic forward pass, and Adam weight-decay activation