examples/README.md

One-image example

masked.png, mask.png, and expected.png are a fixed validation example from the stage-2 checkpoint at step 97,397. White mask pixels mark the region to inpaint; black pixels mark the known image. The input already hides the target pixels. expected.png is the model output, not the original photograph.

csa infer --checkpoint checkpoints/csa-stage2-step97397.pt \
  --image examples/masked.png --mask examples/mask.png \
  --output output.png --device cpu

The reference was generated on an H100 with FP32 inference. Floating-point differences across devices or PyTorch versions can affect final quantization. Known pixels are composited from the input. Evaluation details and selected examples are in the release notes.