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13 hoursfeat(cnn_v3): 3×3 dilated bottleneck + Sobel loss + FiLM warmup + architectu...skal
3 daysdocs: update temporal feedback docs — wire_dag auto-wiring, F16X8 formatskal
3 daysfeat(cnn_v3): shadow→dif migration complete (ch18)skal
5 daysdocs(cnn_v3): update CNN_V3.md + HOWTO.md to reflect Phases 1-5 completeskal
6 daysdocs(cnn_v3): full design doc — U-Net + FiLM architecture planskal
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