2026-02-24 01:54:47,243 - INFO - Logging to: /data/shared/Qwen/experiments/swap_analysis/logs/molmo.log 2026-02-24 01:54:47,245 - INFO - === Loading & Creating Swap Pairs === 2026-02-24 01:54:50,601 - INFO - Swap pair creation stats: 2026-02-24 01:54:50,601 - INFO - left: 616/616 2026-02-24 01:54:50,601 - INFO - right: 620/620 2026-02-24 01:54:50,601 - INFO - above: 596/596 2026-02-24 01:54:50,602 - INFO - under: 602/602 2026-02-24 01:54:50,602 - INFO - far: 594/594 2026-02-24 01:54:50,602 - INFO - close: 612/612 2026-02-24 01:54:50,602 - INFO - Total pairs: 3640 2026-02-24 01:54:50,859 - INFO - PyTorch version 2.9.1 available. 2026-02-24 01:54:50,860 - INFO - TensorFlow version 2.20.0 available. 2026-02-24 01:54:50,862 - INFO - JAX version 0.6.2 available. 2026-02-24 01:54:51,403 - INFO - Loading HF dataset: FlagEval/EmbSpatial-Bench 2026-02-24 01:55:08,971 - INFO - Built bbox cache: 3640 entries (sample keys: ['mp3d_0', 'mp3d_1', 'mp3d_2', 'mp3d_3', 'mp3d_4']) 2026-02-24 01:55:08,994 - INFO - Matched 1206/1206 question_ids between TSV and HF dataset 2026-02-24 01:55:09,003 - INFO - Cross-group quads: 1039/1206 (ambiguous=112, no_bbox=55) 2026-02-24 01:55:09,004 - INFO - ============================================================ 2026-02-24 01:55:09,004 - INFO - Processing molmo - 2m 2026-02-24 01:55:09,004 - INFO - Model path: /data/shared/Qwen/molmo/outputs/data_scale_exp_2m/unshared 2026-02-24 01:55:09,004 - INFO - ============================================================ /root/miniconda3/envs/molmo/lib/python3.10/site-packages/google/api_core/_python_version_support.py:266: FutureWarning: You are using a Python version (3.10.19) which Google will stop supporting in new releases of google.api_core once it reaches its end of life (2026-10-04). Please upgrade to the latest Python version, or at least Python 3.11, to continue receiving updates for google.api_core past that date. warnings.warn(message, FutureWarning) /data/shared/Qwen/molmo/olmo/data/dataset.py:11: UserWarning: MOLMO_DATA_DIR is not set, data loading might fail warnings.warn("MOLMO_DATA_DIR is not set, data loading might fail") 2026-02-24 01:58:13,938 - INFO - Loaded native Molmo from /data/shared/Qwen/molmo/outputs/data_scale_exp_2m/unshared 2026-02-24 01:58:19,083 - INFO - Model has 32 layers. Extracting ALL. 2026-02-24 01:58:19,085 - INFO - --- Phase A: Extracting swap pair features --- Swap pairs: 0%| | 0/1200 [00:00