Issues

• [Tracking] Pull requests run the full ~2-hour CI matrix regardless of their change

  ooples/AiDotNet#2243 · Filter by author ooples opened on Sep 22, 2026

• CQL and IQL emit NaN actions after training on a multi-dimensional continuous action space

  ooples/AiDotNet#2216 · Filter by author ooples opened on Sep 16, 2026

• Detection/OCR models never seed weight initialization: identical options produce different models

  ooples/AiDotNet#2201 · Filter by author ooples opened on Sep 14, 2026

• Mask R-CNN: RPN built with a 9-channel hidden width and fed P2 with stride-16 anchors

  ooples/AiDotNet#2172 · Filter by author ooples opened on Sep 11, 2026

• DINO / RT-DETR: replace dense global encoder attention with multi-scale deformable attention and AIFI

  ooples/AiDotNet#2171 · Filter by author ooples opened on Sep 11, 2026

• Detection/OCR: annotation-based training with each family's standard loss, and metric-improvement tests

  ooples/AiDotNet#2170 · Filter by author ooples opened on Sep 11, 2026

• fix: latent diffusion models train the denoiser on the raw input, never on the vae latent

  ooples/AiDotNet#2157 · Filter by author ooples opened on Sep 11, 2026

• fix: gan and ner training steps whose backward was removed never update the weights

  ooples/AiDotNet#2155 · Filter by author ooples opened on Sep 11, 2026

• Wav2Vec2 and ECAPA-TDNN language identifiers use Dense stand-ins for convolutions and attention

  ooples/AiDotNet#2153 · Filter by author ooples opened on Sep 11, 2026

• TextConditioningBase defers layer construction, so conditioners report no parameters before a forward

  ooples/AiDotNet#2151 · Filter by author ooples opened on Sep 10, 2026

• DeepCopy is a shallow MemberwiseClone in four model bases, making WithParameters destructive

  ooples/AiDotNet#2150 · Filter by author ooples opened on Sep 10, 2026

• Architecture is never validated against a factory-built layer stack

  ooples/AiDotNet#2149 · Filter by author ooples opened on Sep 10, 2026

• 96 layer factories accept a NeuralNetworkArchitecture and never read it, silently mis-sizing 68 models

  v1-tier2
  ooples/AiDotNet#2147 · Filter by author ooples opened on Sep 10, 2026

• Model-family coverage: decide whether 224 compositional models should be auto-constructible

  v1-tier2
  ooples/AiDotNet#2139 · Filter by author ooples opened on Sep 9, 2026
  1

• Model-family coverage: 35 models declare a category without implementing its interface

  v1-tier2
  ooples/AiDotNet#2138 · Filter by author ooples opened on Sep 9, 2026
  2

• CI: a cancelled run is indistinguishable from a failing one, so a PR shows dozens of red checks with no cause

  v1-tier2
  ooples/AiDotNet#2131 · Filter by author ooples opened on Sep 9, 2026

• FastSpeech2 training diverges (loss 9.66 -> 15.63) and is invisible to CI: HeavyTimeout-excluded from the gate, nightly lane red

  ooples/AiDotNet#2093 · Filter by author ooples opened on Sep 5, 2026
  1

• [Epic] Model-family invariants drive one entry path per model (plus: the coverage report is broken, and 345 models have no test class)

  v1-blocker
  ooples/AiDotNet#2091 · Filter by author ooples opened on Sep 5, 2026
  6

• Heavy Timeout Models (nightly) has failed 5 consecutive nights - deferred models are getting zero coverage

  v1-tier2
  ooples/AiDotNet#2087 · Filter by author ooples opened on Sep 5, 2026

• perf(rg-lru): add graph-mode support for fused recurrence kernel

  ooples/AiDotNet#2050 · Filter by author ooples opened on Aug 25, 2026
  1

• 464 options classes have no copy constructor - decide whether the golden pattern applies to all of them

  v1-tier2
  ooples/AiDotNet#1993 · Filter by author ooples opened on Aug 8, 2026
  2

• Missing model: AWGIM (Attentive Weights Generation for Few-Shot Learning via Information Maximization)

  enhancement
  ooples/AiDotNet#1929 · Filter by author ooples opened on Jul 30, 2026
  2

• PR #1789: GraphAttentionNetwork training is nondeterministic (flaky in isolation, not a CI flake)

  ooples/AiDotNet#1860 · Filter by author ooples opened on Jul 12, 2026
  3

• [Tracking] PR #1789 — green all remaining CI shards

  ooples/AiDotNet#1859 · Filter by author ooples opened on Jul 12, 2026
  3

• PR #1789: CI parallel-execution flakes (GAT, SpiralNet, XDecoder, CpuToWallRatio, MemoryBudget)

  ooples/AiDotNet#1857 · Filter by author ooples opened on Jul 12, 2026
  3