Upload pipeline.py

pipeline.py

@@ -887,6 +887,12 @@ class Q2KQuantizer:
         if cfg.segment:
             from .segmentation import apply_order, q2k_proxy_cfg, segment_stage
 
+            _emit(
+                "Phase 0: Band-Major Segmentation & Lookup Table",
+                0,
+                n_blocks,
+                f"Building {cfg.segment_table_size}-entry LUT & assigning {n_blocks:,} superblocks (k={cfg.segment_k})",
+            )
             X_p = x.reshape(n_blocks, QK_K)
             imp2d = (
                 None