Default USE_FLAGTUNE to 0 and add fold_scale A/B script with trace shapes
Plain autotune is the common case (fast, same-config A/B); FlagTune's exhaustive first-run search is now opt-in via USE_FLAGTUNE=1. ab_fold_test.sh automates the FLAGGEMS_MXFP4_FOLDSCALE=0/1 record-replay comparison over the four DeepSeek-V4-Flash trace shape sets, which are now tracked under runs/shape/.
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runs/
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runs/*
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!runs/shape/
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__pycache__/
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