diff --git a/correct_filter/logs/molmo/2m.log b/correct_filter/logs/molmo/2m.log
new file mode 100644
index 0000000000000000000000000000000000000000..6cbd81ce14a29e1ccf916de8883b7256527c54e4
--- /dev/null
+++ b/correct_filter/logs/molmo/2m.log
@@ -0,0 +1,3757 @@
+2026-02-19 15:41:15,172 - INFO - 
+=== Loading & Modifying EmbSpatialBench Data (ALL samples) ===
+2026-02-19 15:41:17,604 - INFO - Data modification: 3640/3640 success, 0 failed
+2026-02-19 15:41:17,605 - INFO -   left: 616 samples
+2026-02-19 15:41:17,605 - INFO -     Example Q: Is the jar to the left or right of the stairs? Answer with only one word.
+2026-02-19 15:41:17,605 - INFO -     Example A: left
+2026-02-19 15:41:17,605 - INFO -   right: 620 samples
+2026-02-19 15:41:17,605 - INFO -     Example Q: Is the cabinet to the left or right of the bag? Answer with only one word.
+2026-02-19 15:41:17,605 - INFO -     Example A: right
+2026-02-19 15:41:17,605 - INFO -   above: 596 samples
+2026-02-19 15:41:17,605 - INFO -     Example Q: Is the picture above or under the rug? Answer with only one word.
+2026-02-19 15:41:17,605 - INFO -     Example A: above
+2026-02-19 15:41:17,605 - INFO -   under: 602 samples
+2026-02-19 15:41:17,605 - INFO -     Example Q: Is the dresser above or under the mirror? Answer with only one word.
+2026-02-19 15:41:17,605 - INFO -     Example A: under
+2026-02-19 15:41:17,605 - INFO -   far: 594 samples
+2026-02-19 15:41:17,605 - INFO -     Example Q: Compared to table, is cabinet far or close from you? Answer with only one word.
+2026-02-19 15:41:17,605 - INFO -     Example A: far
+2026-02-19 15:41:17,605 - INFO -   close: 612 samples
+2026-02-19 15:41:17,605 - INFO -     Example Q: Compared to towel, is basket far or close from you? Answer with only one word.
+2026-02-19 15:41:17,605 - INFO -     Example A: close
+2026-02-19 15:41:17,608 - INFO - 
+============================================================
+2026-02-19 15:41:17,608 - INFO - Processing molmo - 2m
+2026-02-19 15:41:17,608 - INFO - Model path: /data/shared/Qwen/molmo/outputs/data_scale_exp_2m/unshared
+2026-02-19 15:41:17,608 - 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)
+2026-02-19 15:41:19,509 - INFO - PyTorch version 2.9.1 available.
+2026-02-19 15:41:19,511 - INFO - TensorFlow version 2.20.0 available.
+2026-02-19 15:41:19,512 - INFO - JAX version 0.6.2 available.
+/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")
+2026-02-19 15:44:22,579 - INFO - Loaded native Molmo from /data/shared/Qwen/molmo/outputs/data_scale_exp_2m/unshared
+2026-02-19 15:44:24,637 - INFO - Model has 32 layers. Extracting ALL layers (0..31)
+2026-02-19 15:44:24,638 - INFO - 
+--- Phase A: Extracting hidden states with predictions ---
+2026-02-19 15:44:24,639 - INFO - Processing category: left (616 samples)
+
  left:   0%|          | 0/616 [00:00<?, ?it/s]2026-02-19 15:44:27.304808: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
+2026-02-19 15:44:27.637318: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
+To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
+
                                               

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    [O] #865    expected=left     | predicted="left"
+    [O] #866    expected=left     | predicted="left"
+    [O] #867    expected=left     | predicted="left"
+    [X] #872    expected=left     | predicted="right"
+    [O] #873    expected=left     | predicted="left"
+    [O] #880    expected=left     | predicted="left"
+    [O] #882    expected=left     | predicted="left"
+    [O] #890    expected=left     | predicted="left"
+    [O] #903    expected=left     | predicted="left"
+    [O] #905    expected=left     | predicted="left"
+    [O] #912    expected=left     | predicted="left"
+    [O] #915    expected=left     | predicted="left"
+    [O] #917    expected=left     | predicted="left"
+    [O] #925    expected=left     | predicted="left"
+    [O] #951    expected=left     | predicted="left"
+    [O] #952    expected=left     | predicted="left"
+    [X] #959    expected=left     | predicted="right"
+    [O] #960    expected=left     | predicted="left"
+    [O] #964    expected=left     | predicted="left"
+    [O] #969    expected=left     | predicted="left"
+    [O] #976    expected=left     | predicted="left"
+    [O] #978    expected=left     | predicted="left"
+    [O] #982    expected=left     | predicted="left"
+    [O] #986    expected=left     | predicted="left"
+    [O] #991    expected=left     | predicted="left"
+    [O] #1013   expected=left     | predicted="left"
+    [O] #1020   expected=left     | predicted="left"
+    [O] #1031   expected=left     | predicted="left"
+    [O] #1034   expected=left     | predicted="left"
+    [O] #1041   expected=left     | predicted="left"
+    [O] #1042   expected=left     | predicted="left"
+    [O] #1044   expected=left     | predicted="left"
+    [O] #1047   expected=left     | predicted="left"
+    [O] #1058   expected=left     | predicted="left"
+    [O] #1065   expected=left     | predicted="left"
+    [O] #1069   expected=left     | predicted="left"
+    [O] #1080   expected=left     | predicted="left"
+    [O] #1083   expected=left     | predicted="left"
+    [O] #1089   expected=left     | predicted="left"
+    [O] #1090   expected=left     | predicted="left"
+    [O] #1099   expected=left     | predicted="left"
+    [O] #1115   expected=left     | predicted="left"
+    [O] #1123   expected=left     | predicted="left"
+    [O] #1124   expected=left     | predicted="left"
+    [O] #1125   expected=left     | predicted="left"
+    [O] #1128   expected=left     | predicted="left"
+    [O] #1130   expected=left     | predicted="left"
+    [O] #1137   expected=left     | predicted="left"
+    [O] #1138   expected=left     | predicted="left"
+    [O] #1153   expected=left     | predicted="left"
+    [O] #1170   expected=left     | predicted="left"
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+    [O] #1277   expected=left     | predicted="To the left"
+    [O] #1294   expected=left     | predicted="left"
+    [O] #1295   expected=left     | predicted="left"
+    [O] #1309   expected=left     | predicted="left"
+    [O] #1310   expected=left     | predicted="left"
+    [O] #1311   expected=left     | predicted="To the left"
+    [O] #1312   expected=left     | predicted="left"
+    [O] #1314   expected=left     | predicted="left"
+    [O] #1315   expected=left     | predicted="left"
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+    [O] #1333   expected=left     | predicted="left"
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+    [O] #1335   expected=left     | predicted="left"
+    [O] #1346   expected=left     | predicted="left"
+    [O] #1353   expected=left     | predicted="left"
+    [O] #1362   expected=left     | predicted="left"
+    [O] #1370   expected=left     | predicted="left"
+    [O] #1375   expected=left     | predicted="left"
+    [O] #1382   expected=left     | predicted="left"
+    [O] #1388   expected=left     | predicted="left"
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+    [X] #1622   expected=left     | predicted="To the right"
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+    [O] #1764   expected=left     | predicted="left"
+    [O] #1766   expected=left     | predicted="left"
+    [O] #1772   expected=left     | predicted="left"
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    [O] #1774   expected=left     | predicted="left"
+    [O] #1776   expected=left     | predicted="left"
+    [O] #1778   expected=left     | predicted="left"
+    [O] #1790   expected=left     | predicted="left"
+    [O] #1792   expected=left     | predicted="left"
+    [O] #1796   expected=left     | predicted="left"
+    [O] #1798   expected=left     | predicted="left"
+    [O] #1818   expected=left     | predicted="left"
+    [O] #1821   expected=left     | predicted="left"
+    [O] #1841   expected=left     | predicted="left"
+    [O] #1845   expected=left     | predicted="left"
+    [O] #1847   expected=left     | predicted="left"
+    [O] #1848   expected=left     | predicted="left"
+    [O] #1851   expected=left     | predicted="left"
+    [O] #1858   expected=left     | predicted="left"
+    [O] #1870   expected=left     | predicted="left"
+    [O] #1873   expected=left     | predicted="left"
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+    [O] #1886   expected=left     | predicted="left"
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+    [O] #1906   expected=left     | predicted="left"
+    [O] #1908   expected=left     | predicted="left"
+    [O] #1911   expected=left     | predicted="To the left"
+    [O] #1916   expected=left     | predicted="left"
+    [O] #1917   expected=left     | predicted="left"
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+    [O] #1954   expected=left     | predicted="left"
+    [O] #1956   expected=left     | predicted="left"
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+    [O] #2701   expected=left     | predicted="left"
+    [O] #2703   expected=left     | predicted="left"
+    [O] #2704   expected=left     | predicted="left"
+
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  left: 100%|█████████▉| 615/616 [09:35<00:00,  1.07it/s]
                                                         
    [O] #2706   expected=left     | predicted="left"
+    [O] #2717   expected=left     | predicted="left"
+    [O] #2721   expected=left     | predicted="left"
+    [O] #2723   expected=left     | predicted="left"
+    [O] #2724   expected=left     | predicted="left"
+    [O] #2742   expected=left     | predicted="left"
+    [O] #2749   expected=left     | predicted="left"
+    [O] #2751   expected=left     | predicted="left"
+    [O] #2761   expected=left     | predicted="left"
+    [O] #2765   expected=left     | predicted="left"
+    [O] #2768   expected=left     | predicted="left"
+    [O] #2770   expected=left     | predicted="left"
+    [O] #2781   expected=left     | predicted="left"
+    [O] #2782   expected=left     | predicted="left"
+    [O] #2788   expected=left     | predicted="left"
+    [O] #2795   expected=left     | predicted="left"
+    [O] #2806   expected=left     | predicted="left"
+    [O] #2809   expected=left     | predicted="left"
+    [O] #2811   expected=left     | predicted="left"
+    [O] #2824   expected=left     | predicted="left"
+    [O] #2827   expected=left     | predicted="left"
+    [O] #2828   expected=left     | predicted="left"
+    [O] #2842   expected=left     | predicted="left"
+    [O] #2846   expected=left     | predicted="left"
+    [O] #2850   expected=left     | predicted="left"
+    [O] #2864   expected=left     | predicted="left"
+    [O] #2865   expected=left     | predicted="left"
+    [O] #2871   expected=left     | predicted="left"
+    [O] #2874   expected=left     | predicted="left"
+    [X] #2875   expected=left     | predicted="right"
+    [O] #2886   expected=left     | predicted="left"
+    [O] #2888   expected=left     | predicted="left"
+    [O] #2891   expected=left     | predicted="left"
+    [O] #2893   expected=left     | predicted="left"
+    [O] #2904   expected=left     | predicted="left"
+    [O] #2906   expected=left     | predicted="left"
+    [O] #2910   expected=left     | predicted="left"
+    [O] #2918   expected=left     | predicted="left"
+    [O] #2921   expected=left     | predicted="left"
+    [O] #2923   expected=left     | predicted="left"
+    [O] #2924   expected=left     | predicted="left"
+    [O] #2927   expected=left     | predicted="left"
+    [O] #2932   expected=left     | predicted="left"
+    [O] #2935   expected=left     | predicted="left"
+    [O] #2938   expected=left     | predicted="left"
+    [O] #2939   expected=left     | predicted="left"
+    [O] #2940   expected=left     | predicted="left"
+    [O] #2945   expected=left     | predicted="left"
+    [O] #2946   expected=left     | predicted="left"
+    [O] #2948   expected=left     | predicted="left"
+    [O] #2949   expected=left     | predicted="left"
+    [O] #2955   expected=left     | predicted="left"
+    [O] #2972   expected=left     | predicted="left"
+    [O] #2974   expected=left     | predicted="left"
+    [X] #2981   expected=left     | predicted="right"
+    [O] #2989   expected=left     | predicted="left"
+    [O] #3002   expected=left     | predicted="left"
+    [O] #3005   expected=left     | predicted="left"
+    [O] #3007   expected=left     | predicted="left"
+    [O] #3012   expected=left     | predicted="left"
+    [O] #3020   expected=left     | predicted="left"
+    [O] #3022   expected=left     | predicted="left"
+    [O] #3024   expected=left     | predicted="left"
+    [O] #3026   expected=left     | predicted="left"
+    [O] #3027   expected=left     | predicted="left"
+    [O] #3037   expected=left     | predicted="left"
+    [O] #3051   expected=left     | predicted="left"
+    [O] #3054   expected=left     | predicted="left"
+    [O] #3078   expected=left     | predicted="left"
+    [O] #3080   expected=left     | predicted="left"
+    [O] #3085   expected=left     | predicted="left"
+    [O] #3088   expected=left     | predicted="left"
+    [O] #3090   expected=left     | predicted="left"
+    [X] #3091   expected=left     | predicted="right"
+    [X] #3093   expected=left     | predicted="right"
+    [O] #3106   expected=left     | predicted="left"
+    [O] #3123   expected=left     | predicted="left"
+    [O] #3131   expected=left     | predicted="left"
+    [O] #3143   expected=left     | predicted="left"
+    [O] #3152   expected=left     | predicted="left"
+    [O] #3171   expected=left     | predicted="left"
+    [O] #3174   expected=left     | predicted="left"
+    [O] #3187   expected=left     | predicted="left"
+    [X] #3188   expected=left     | predicted="right"
+    [O] #3190   expected=left     | predicted="left"
+    [O] #3197   expected=left     | predicted="left"
+    [O] #3201   expected=left     | predicted="left"
+    [O] #3242   expected=left     | predicted="left"
+    [O] #3248   expected=left     | predicted="left"
+    [O] #3249   expected=left     | predicted="left"
+    [O] #3250   expected=left     | predicted="left"
+    [O] #3257   expected=left     | predicted="left"
+    [O] #3264   expected=left     | predicted="left"
+    [O] #3267   expected=left     | predicted="left"
+    [O] #3280   expected=left     | predicted="left"
+    [O] #3296   expected=left     | predicted="left"
+    [O] #3298   expected=left     | predicted="left"
+    [O] #3301   expected=left     | predicted="left"
+    [O] #3322   expected=left     | predicted="left"
+    [O] #3325   expected=left     | predicted="left"
+    [O] #3342   expected=left     | predicted="left"
+    [O] #3344   expected=left     | predicted="left"
+    [O] #3347   expected=left     | predicted="left"
+    [O] #3350   expected=left     | predicted="left"
+    [O] #3353   expected=left     | predicted="left"
+    [O] #3357   expected=left     | predicted="left"
+    [O] #3361   expected=left     | predicted="left"
+    [X] #3362   expected=left     | predicted="right"
+    [O] #3364   expected=left     | predicted="left"
+    [O] #3372   expected=left     | predicted="left"
+    [O] #3376   expected=left     | predicted="left"
+    [O] #3384   expected=left     | predicted="left"
+    [O] #3398   expected=left     | predicted="left"
+    [O] #3399   expected=left     | predicted="left"
+    [O] #3403   expected=left     | predicted="left"
+    [O] #3410   expected=left     | predicted="left"
+    [O] #3412   expected=left     | predicted="left"
+    [O] #3416   expected=left     | predicted="left"
+    [X] #3433   expected=left     | predicted="right"
+    [O] #3436   expected=left     | predicted="left"
+    [O] #3437   expected=left     | predicted="left"
+    [O] #3443   expected=left     | predicted="left"
+    [O] #3448   expected=left     | predicted="left"
+    [O] #3469   expected=left     | predicted="left"
+    [O] #3474   expected=left     | predicted="left"
+    [O] #3476   expected=left     | predicted="left"
+    [O] #3479   expected=left     | predicted="left"
+    [O] #3487   expected=left     | predicted="left"
+    [O] #3488   expected=left     | predicted="left"
+    [O] #3490   expected=left     | predicted="left"
+    [O] #3491   expected=left     | predicted="left"
+    [O] #3494   expected=left     | predicted="left"
+    [O] #3501   expected=left     | predicted="left"
+    [O] #3509   expected=left     | predicted="left"
+    [O] #3510   expected=left     | predicted="left"
+    [O] #3516   expected=left     | predicted="left"
+    [O] #3527   expected=left     | predicted="left"
+    [O] #3529   expected=left     | predicted="left"
+    [O] #3534   expected=left     | predicted="left"
+    [O] #3537   expected=left     | predicted="left"
+    [O] #3542   expected=left     | predicted="left"
+    [O] #3543   expected=left     | predicted="left"
+    [O] #3553   expected=left     | predicted="left"
+    [O] #3559   expected=left     | predicted="left"
+    [O] #3568   expected=left     | predicted="left"
+    [O] #3571   expected=left     | predicted="left"
+    [O] #3576   expected=left     | predicted="left"
+    [O] #3582   expected=left     | predicted="left"
+    [O] #3584   expected=left     | predicted="left"
+    [O] #3589   expected=left     | predicted="left"
+    [O] #3596   expected=left     | predicted="left"
+    [O] #3598   expected=left     | predicted="left"
+    [O] #3616   expected=left     | predicted="left"
+    [O] #3628   expected=left     | predicted="left"
+
  left: 100%|█████████▉| 615/616 [09:35<00:00,  1.07it/s]
  left: 100%|██████████| 616/616 [09:35<00:00,  1.18it/s]
  left: 100%|██████████| 616/616 [09:35<00:00,  1.07it/s]
+2026-02-19 15:54:00,377 - INFO -   left: 616/616 extracted | correct=586, incorrect=30, accuracy=95.1%
+2026-02-19 15:54:00,378 - INFO - Processing category: right (620 samples)
+    [O] #3638   expected=left     | predicted="left"
+
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    [O] #2      expected=right    | predicted="right"
+    [O] #14     expected=right    | predicted="right"
+    [O] #17     expected=right    | predicted="right"
+    [O] #19     expected=right    | predicted="right"
+    [O] #28     expected=right    | predicted="right"
+    [O] #29     expected=right    | predicted="right"
+    [O] #33     expected=right    | predicted="right"
+    [O] #42     expected=right    | predicted="right"
+    [O] #43     expected=right    | predicted="right"
+    [X] #46     expected=right    | predicted="left"
+    [O] #48     expected=right    | predicted="right"
+    [O] #53     expected=right    | predicted="right"
+    [O] #54     expected=right    | predicted="right"
+    [O] #68     expected=right    | predicted="right"
+    [O] #75     expected=right    | predicted="right"
+    [X] #84     expected=right    | predicted="left"
+    [O] #85     expected=right    | predicted="right"
+    [O] #86     expected=right    | predicted="right"
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+    [O] #95     expected=right    | predicted="right"
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+    [O] #106    expected=right    | predicted="right"
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+    [O] #129    expected=right    | predicted="right"
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+    [O] #134    expected=right    | predicted="right"
+    [O] #136    expected=right    | predicted="right"
+    [O] #141    expected=right    | predicted="right"
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+    [O] #519    expected=right    | predicted="right"
+    [O] #527    expected=right    | predicted="right"
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+    [O] #794    expected=right    | predicted="right"
+    [O] #805    expected=right    | predicted="right"
+    [O] #810    expected=right    | predicted="right"
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+    [O] #847    expected=right    | predicted="right"
+    [O] #848    expected=right    | predicted="right"
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+    [X] #869    expected=right    | predicted="No"
+    [O] #885    expected=right    | predicted="right"
+    [O] #900    expected=right    | predicted="right"
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+    [X] #906    expected=right    | predicted="left"
+    [O] #908    expected=right    | predicted="right"
+    [O] #910    expected=right    | predicted="right"
+    [O] #911    expected=right    | predicted="right"
+    [O] #919    expected=right    | predicted="right"
+    [X] #921    expected=right    | predicted="left"
+    [O] #923    expected=right    | predicted="right"
+
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    [X] #926    expected=right    | predicted="left"
+    [O] #931    expected=right    | predicted="To the right"
+    [O] #933    expected=right    | predicted="right"
+    [O] #941    expected=right    | predicted="right"
+    [O] #948    expected=right    | predicted="right"
+    [O] #963    expected=right    | predicted="right"
+    [O] #973    expected=right    | predicted="right"
+    [O] #974    expected=right    | predicted="right"
+    [O] #975    expected=right    | predicted="right"
+    [O] #980    expected=right    | predicted="right"
+    [O] #983    expected=right    | predicted="right"
+    [O] #985    expected=right    | predicted="right"
+    [O] #988    expected=right    | predicted="right"
+    [O] #993    expected=right    | predicted="right"
+    [O] #995    expected=right    | predicted="right"
+    [O] #1004   expected=right    | predicted="right"
+    [X] #1005   expected=right    | predicted="left"
+    [X] #1008   expected=right    | predicted="left"
+    [O] #1010   expected=right    | predicted="right"
+    [O] #1014   expected=right    | predicted="right"
+    [O] #1015   expected=right    | predicted="right"
+    [X] #1019   expected=right    | predicted="left"
+    [O] #1022   expected=right    | predicted="right"
+    [O] #1023   expected=right    | predicted="right"
+    [O] #1028   expected=right    | predicted="right"
+    [O] #1030   expected=right    | predicted="right"
+    [O] #1035   expected=right    | predicted="right"
+    [O] #1052   expected=right    | predicted="right"
+    [O] #1054   expected=right    | predicted="right"
+    [O] #1068   expected=right    | predicted="right"
+    [X] #1070   expected=right    | predicted="left"
+    [O] #1074   expected=right    | predicted="right"
+    [O] #1082   expected=right    | predicted="right"
+    [O] #1084   expected=right    | predicted="right"
+    [O] #1085   expected=right    | predicted="right"
+    [O] #1088   expected=right    | predicted="right"
+    [O] #1092   expected=right    | predicted="right"
+    [O] #1101   expected=right    | predicted="right"
+    [O] #1102   expected=right    | predicted="right"
+    [O] #1106   expected=right    | predicted="right"
+    [X] #1113   expected=right    | predicted="left"
+    [O] #1116   expected=right    | predicted="right"
+    [X] #1117   expected=right    | predicted="left"
+    [X] #1119   expected=right    | predicted="left"
+    [O] #1129   expected=right    | predicted="right"
+    [O] #1135   expected=right    | predicted="right"
+    [X] #1136   expected=right    | predicted="left"
+    [O] #1141   expected=right    | predicted="right"
+    [O] #1144   expected=right    | predicted="right"
+    [O] #1146   expected=right    | predicted="right"
+    [O] #1150   expected=right    | predicted="right"
+    [O] #1152   expected=right    | predicted="right"
+    [O] #1158   expected=right    | predicted="right"
+    [O] #1159   expected=right    | predicted="right"
+    [O] #1175   expected=right    | predicted="right"
+    [O] #1183   expected=right    | predicted="right"
+    [X] #1185   expected=right    | predicted="left"
+    [O] #1193   expected=right    | predicted="right"
+    [X] #1208   expected=right    | predicted="left"
+    [X] #1217   expected=right    | predicted="left"
+    [O] #1222   expected=right    | predicted="right"
+    [X] #1223   expected=right    | predicted="No"
+    [O] #1226   expected=right    | predicted="right"
+    [O] #1228   expected=right    | predicted="right"
+    [O] #1229   expected=right    | predicted="right"
+    [X] #1234   expected=right    | predicted="No"
+    [O] #1239   expected=right    | predicted="right"
+    [O] #1242   expected=right    | predicted="To the right"
+    [O] #1263   expected=right    | predicted="To the right"
+    [O] #1266   expected=right    | predicted="right"
+    [O] #1267   expected=right    | predicted="right"
+    [O] #1273   expected=right    | predicted="right"
+    [X] #1279   expected=right    | predicted="left"
+    [X] #1285   expected=right    | predicted="left"
+    [O] #1304   expected=right    | predicted="right"
+    [O] #1324   expected=right    | predicted="right"
+    [O] #1336   expected=right    | predicted="right"
+    [O] #1339   expected=right    | predicted="right"
+    [O] #1351   expected=right    | predicted="right"
+    [O] #1352   expected=right    | predicted="right"
+    [O] #1355   expected=right    | predicted="right"
+    [X] #1356   expected=right    | predicted="left"
+    [O] #1357   expected=right    | predicted="right"
+    [O] #1365   expected=right    | predicted="right"
+    [O] #1373   expected=right    | predicted="right"
+    [O] #1374   expected=right    | predicted="right"
+    [O] #1380   expected=right    | predicted="right"
+    [O] #1398   expected=right    | predicted="right"
+    [O] #1399   expected=right    | predicted="right"
+    [O] #1402   expected=right    | predicted="right"
+    [X] #1403   expected=right    | predicted="From the image, it's evident that the laptop is to the left of the pillow."
+    [O] #1405   expected=right    | predicted="right"
+    [O] #1412   expected=right    | predicted="right"
+    [O] #1427   expected=right    | predicted="right"
+    [O] #1429   expected=right    | predicted="right"
+    [O] #1432   expected=right    | predicted="right"
+    [O] #1440   expected=right    | predicted="right"
+    [X] #1446   expected=right    | predicted="left"
+    [O] #1448   expected=right    | predicted="right"
+    [O] #1459   expected=right    | predicted="right"
+    [X] #1465   expected=right    | predicted="left"
+    [O] #1473   expected=right    | predicted="right"
+    [O] #1477   expected=right    | predicted="right"
+    [O] #1479   expected=right    | predicted="right"
+    [O] #1480   expected=right    | predicted="right"
+    [O] #1482   expected=right    | predicted="right"
+    [X] #1493   expected=right    | predicted="No"
+    [O] #1507   expected=right    | predicted="right"
+    [O] #1510   expected=right    | predicted="From the viewer's perspective, lettuce appears to the right below. It is likely "
+    [X] #1511   expected=right    | predicted="left"
+    [O] #1535   expected=right    | predicted="right"
+    [O] #1536   expected=right    | predicted="right"
+    [X] #1537   expected=right    | predicted="center"
+    [O] #1547   expected=right    | predicted="right"
+    [O] #1560   expected=right    | predicted="right"
+    [X] #1568   expected=right    | predicted="left"
+    [O] #1578   expected=right    | predicted="right"
+    [O] #1588   expected=right    | predicted="right"
+    [O] #1594   expected=right    | predicted="right"
+    [X] #1599   expected=right    | predicted="left"
+    [O] #1601   expected=right    | predicted="right"
+    [O] #1611   expected=right    | predicted="right"
+    [O] #1615   expected=right    | predicted="To the right"
+    [O] #1617   expected=right    | predicted="right"
+    [O] #1620   expected=right    | predicted="right"
+    [X] #1627   expected=right    | predicted="center"
+    [X] #1633   expected=right    | predicted="To the left"
+    [O] #1637   expected=right    | predicted="right"
+    [O] #1643   expected=right    | predicted="right"
+    [O] #1649   expected=right    | predicted="right"
+    [O] #1657   expected=right    | predicted="right"
+    [O] #1663   expected=right    | predicted="right"
+    [O] #1674   expected=right    | predicted="right"
+    [X] #1675   expected=right    | predicted="left"
+    [O] #1677   expected=right    | predicted="right"
+    [O] #1678   expected=right    | predicted="right"
+    [O] #1684   expected=right    | predicted="right"
+    [O] #1685   expected=right    | predicted="right"
+    [O] #1699   expected=right    | predicted="right"
+    [O] #1701   expected=right    | predicted="right"
+    [O] #1702   expected=right    | predicted="right"
+    [O] #1703   expected=right    | predicted="right"
+    [O] #1717   expected=right    | predicted="right"
+    [O] #1723   expected=right    | predicted="right"
+    [O] #1726   expected=right    | predicted="right"
+    [O] #1757   expected=right    | predicted="right"
+    [O] #1769   expected=right    | predicted="right"
+    [O] #1777   expected=right    | predicted="right"
+
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  right:  71%|███████▏  | 442/620 [05:37<03:06,  1.05s/it]
                                                          

  right:  71%|███████▏  | 442/620 [05:38<03:06,  1.05s/it]
  right:  71%|███████▏  | 443/620 [05:38<03:14,  1.10s/it]
                                                          

  right:  71%|███████▏  | 443/620 [05:39<03:14,  1.10s/it]
  right:  72%|███████▏  | 444/620 [05:39<03:01,  1.03s/it]
                                                          

  right:  72%|███████▏  | 444/620 [05:40<03:01,  1.03s/it]
  right:  72%|███████▏  | 445/620 [05:40<03:06,  1.07s/it]
                                                          
    [O] #1779   expected=right    | predicted="right"
+    [X] #1780   expected=right    | predicted="left"
+    [O] #1781   expected=right    | predicted="To the right"
+    [O] #1789   expected=right    | predicted="right"
+    [O] #1804   expected=right    | predicted="To the right"
+    [O] #1805   expected=right    | predicted="right"
+    [O] #1827   expected=right    | predicted="right"
+    [O] #1829   expected=right    | predicted="right"
+    [X] #1831   expected=right    | predicted="left"
+    [X] #1834   expected=right    | predicted="left"
+    [X] #1835   expected=right    | predicted="No"
+    [O] #1836   expected=right    | predicted="right"
+    [O] #1842   expected=right    | predicted="right"
+    [O] #1849   expected=right    | predicted="right"
+    [X] #1854   expected=right    | predicted="left"
+    [O] #1856   expected=right    | predicted="right"
+    [O] #1862   expected=right    | predicted="From the image, it's evident that the apple is to the right of the plate."
+    [O] #1864   expected=right    | predicted="right"
+    [X] #1868   expected=right    | predicted="left"
+    [O] #1874   expected=right    | predicted="right"
+    [O] #1889   expected=right    | predicted="right"
+    [O] #1893   expected=right    | predicted="right"
+    [O] #1896   expected=right    | predicted="right"
+    [O] #1904   expected=right    | predicted="right"
+    [O] #1909   expected=right    | predicted="right"
+    [O] #1918   expected=right    | predicted="right"
+    [O] #1926   expected=right    | predicted="right"
+    [X] #1931   expected=right    | predicted="left"
+    [O] #1940   expected=right    | predicted="right"
+    [O] #1941   expected=right    | predicted="right"
+    [O] #1957   expected=right    | predicted="right"
+    [X] #1965   expected=right    | predicted="left"
+    [X] #1966   expected=right    | predicted="left"
+    [O] #1967   expected=right    | predicted="right"
+    [O] #1973   expected=right    | predicted="right"
+    [O] #1976   expected=right    | predicted="right"
+    [O] #1977   expected=right    | predicted="right"
+    [X] #1982   expected=right    | predicted="left"
+    [O] #1983   expected=right    | predicted="right"
+    [O] #1985   expected=right    | predicted="right"
+    [O] #1990   expected=right    | predicted="right"
+    [O] #1996   expected=right    | predicted="right"
+    [X] #2013   expected=right    | predicted="left"
+    [O] #2016   expected=right    | predicted="right"
+    [X] #2017   expected=right    | predicted="left"
+    [X] #2019   expected=right    | predicted="No"
+    [X] #2021   expected=right    | predicted="left"
+    [O] #2030   expected=right    | predicted="right"
+    [O] #2049   expected=right    | predicted="right"
+    [O] #2050   expected=right    | predicted="right"
+    [O] #2051   expected=right    | predicted="right"
+    [O] #2061   expected=right    | predicted="right"
+    [O] #2065   expected=right    | predicted="right"
+    [X] #2076   expected=right    | predicted="left"
+    [O] #2078   expected=right    | predicted="right"
+    [X] #2084   expected=right    | predicted="left"
+    [O] #2093   expected=right    | predicted="From the viewer's perspective, the spatula appears on the right side of the salt"
+    [X] #2097   expected=right    | predicted="No"
+    [X] #2099   expected=right    | predicted="No"
+    [O] #2106   expected=right    | predicted="right"
+    [O] #2119   expected=right    | predicted="right"
+    [O] #2121   expected=right    | predicted="right"
+    [O] #2123   expected=right    | predicted="right"
+    [O] #2136   expected=right    | predicted="From the image, it's evident that the lettuce is to the right of the mug."
+    [O] #2141   expected=right    | predicted="right"
+    [O] #2143   expected=right    | predicted="right"
+    [O] #2145   expected=right    | predicted="right"
+    [O] #2151   expected=right    | predicted="right"
+    [X] #2154   expected=right    | predicted="left"
+    [O] #2162   expected=right    | predicted="right"
+    [O] #2164   expected=right    | predicted="right"
+    [O] #2182   expected=right    | predicted="right"
+    [O] #2191   expected=right    | predicted="right"
+    [X] #2196   expected=right    | predicted="left"
+    [X] #2199   expected=right    | predicted="left"
+    [X] #2202   expected=right    | predicted="left"
+    [O] #2209   expected=right    | predicted="right"
+    [O] #2211   expected=right    | predicted="right"
+    [O] #2221   expected=right    | predicted="right"
+    [O] #2225   expected=right    | predicted="From the viewer's perspective, the tomato appears to the right below the housepl"
+    [O] #2226   expected=right    | predicted="right"
+    [X] #2229   expected=right    | predicted="left"
+    [O] #2230   expected=right    | predicted="right"
+    [O] #2239   expected=right    | predicted="right"
+    [O] #2247   expected=right    | predicted="right"
+    [O] #2259   expected=right    | predicted="right"
+    [O] #2260   expected=right    | predicted="right"
+    [O] #2265   expected=right    | predicted="To the right"
+    [X] #2282   expected=right    | predicted="left"
+    [O] #2291   expected=right    | predicted="right"
+    [X] #2301   expected=right    | predicted="left"
+    [O] #2302   expected=right    | predicted="right"
+    [O] #2303   expected=right    | predicted="right"
+    [O] #2304   expected=right    | predicted="right"
+    [O] #2309   expected=right    | predicted="right"
+    [O] #2310   expected=right    | predicted="right"
+    [O] #2316   expected=right    | predicted="right"
+    [O] #2320   expected=right    | predicted="right"
+    [O] #2328   expected=right    | predicted="right"
+    [X] #2334   expected=right    | predicted="left"
+    [O] #2347   expected=right    | predicted="right"
+    [O] #2353   expected=right    | predicted="right"
+    [O] #2355   expected=right    | predicted="right"
+    [O] #2359   expected=right    | predicted="right"
+    [O] #2362   expected=right    | predicted="right"
+    [O] #2365   expected=right    | predicted="right"
+    [O] #2366   expected=right    | predicted="right"
+    [O] #2379   expected=right    | predicted="mug is to the right of book."
+    [X] #2389   expected=right    | predicted="left"
+    [O] #2390   expected=right    | predicted="right"
+    [O] #2396   expected=right    | predicted="right"
+    [O] #2401   expected=right    | predicted="right"
+    [O] #2406   expected=right    | predicted="right"
+    [X] #2407   expected=right    | predicted="left"
+    [O] #2408   expected=right    | predicted="right"
+    [O] #2426   expected=right    | predicted="right"
+    [O] #2431   expected=right    | predicted="To the right"
+    [O] #2433   expected=right    | predicted="right"
+    [O] #2435   expected=right    | predicted="To the right"
+    [O] #2438   expected=right    | predicted="right"
+    [X] #2440   expected=right    | predicted="center"
+    [O] #2449   expected=right    | predicted="right"
+    [O] #2450   expected=right    | predicted="right"
+    [O] #2451   expected=right    | predicted="right"
+    [O] #2457   expected=right    | predicted="right"
+    [O] #2462   expected=right    | predicted="right"
+    [O] #2463   expected=right    | predicted="right"
+    [O] #2471   expected=right    | predicted="To the right"
+    [O] #2473   expected=right    | predicted="right"
+    [O] #2479   expected=right    | predicted="right"
+    [O] #2486   expected=right    | predicted="right"
+    [O] #2501   expected=right    | predicted="right"
+    [O] #2510   expected=right    | predicted="right"
+    [O] #2512   expected=right    | predicted="right"
+    [O] #2516   expected=right    | predicted="right"
+    [O] #2519   expected=right    | predicted="right"
+    [O] #2521   expected=right    | predicted="right"
+    [O] #2525   expected=right    | predicted="right"
+    [O] #2527   expected=right    | predicted="right"
+    [O] #2529   expected=right    | predicted="right"
+    [O] #2533   expected=right    | predicted="right"
+    [O] #2534   expected=right    | predicted="right"
+    [O] #2537   expected=right    | predicted="right"
+    [O] #2554   expected=right    | predicted="right"
+    [O] #2564   expected=right    | predicted="right"
+
  right:  72%|███████▏  | 445/620 [05:41<03:06,  1.07s/it]
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    [O] #2565   expected=right    | predicted="right"
+    [O] #2568   expected=right    | predicted="right"
+    [O] #2569   expected=right    | predicted="right"
+    [O] #2575   expected=right    | predicted="right"
+    [O] #2590   expected=right    | predicted="right"
+    [O] #2594   expected=right    | predicted="right"
+    [O] #2597   expected=right    | predicted="right"
+    [O] #2601   expected=right    | predicted="right"
+    [O] #2602   expected=right    | predicted="right"
+    [X] #2603   expected=right    | predicted="left"
+    [O] #2609   expected=right    | predicted="right"
+    [O] #2610   expected=right    | predicted="right"
+    [O] #2613   expected=right    | predicted="right"
+    [O] #2616   expected=right    | predicted="right"
+    [O] #2629   expected=right    | predicted="right"
+    [O] #2642   expected=right    | predicted="right"
+    [O] #2645   expected=right    | predicted="right"
+    [O] #2654   expected=right    | predicted="right"
+    [O] #2662   expected=right    | predicted="right"
+    [O] #2673   expected=right    | predicted="right"
+    [O] #2675   expected=right    | predicted="right"
+    [O] #2683   expected=right    | predicted="right"
+    [O] #2690   expected=right    | predicted="right"
+    [O] #2693   expected=right    | predicted="right"
+    [O] #2697   expected=right    | predicted="right"
+    [O] #2712   expected=right    | predicted="right"
+    [O] #2718   expected=right    | predicted="right"
+    [O] #2722   expected=right    | predicted="right"
+    [O] #2728   expected=right    | predicted="right"
+    [O] #2731   expected=right    | predicted="right"
+    [O] #2733   expected=right    | predicted="right"
+    [O] #2738   expected=right    | predicted="right"
+    [O] #2744   expected=right    | predicted="right"
+    [X] #2748   expected=right    | predicted="left"
+    [O] #2754   expected=right    | predicted="right"
+    [O] #2758   expected=right    | predicted="right"
+    [X] #2762   expected=right    | predicted="left"
+    [O] #2766   expected=right    | predicted="right"
+    [O] #2767   expected=right    | predicted="right"
+    [O] #2777   expected=right    | predicted="right"
+    [O] #2779   expected=right    | predicted="right"
+    [O] #2780   expected=right    | predicted="right"
+    [O] #2784   expected=right    | predicted="right"
+    [O] #2787   expected=right    | predicted="right"
+    [O] #2810   expected=right    | predicted="right"
+    [O] #2823   expected=right    | predicted="right"
+    [O] #2831   expected=right    | predicted="right"
+    [O] #2836   expected=right    | predicted="right"
+    [O] #2838   expected=right    | predicted="right"
+    [O] #2841   expected=right    | predicted="right"
+    [O] #2857   expected=right    | predicted="right"
+    [O] #2877   expected=right    | predicted="right"
+    [O] #2880   expected=right    | predicted="right"
+    [O] #2885   expected=right    | predicted="right"
+    [O] #2898   expected=right    | predicted="right"
+    [X] #2902   expected=right    | predicted="left"
+    [X] #2905   expected=right    | predicted="left"
+    [O] #2909   expected=right    | predicted="right"
+    [O] #2916   expected=right    | predicted="right"
+    [O] #2926   expected=right    | predicted="right"
+    [O] #2928   expected=right    | predicted="right"
+    [O] #2933   expected=right    | predicted="right"
+    [X] #2937   expected=right    | predicted="left"
+    [O] #2951   expected=right    | predicted="right"
+    [O] #2962   expected=right    | predicted="right"
+    [O] #2966   expected=right    | predicted="right"
+    [O] #2969   expected=right    | predicted="right"
+    [O] #2984   expected=right    | predicted="right"
+    [O] #2986   expected=right    | predicted="right"
+    [O] #2992   expected=right    | predicted="right"
+    [O] #2996   expected=right    | predicted="right"
+    [O] #2997   expected=right    | predicted="right"
+    [O] #2999   expected=right    | predicted="right"
+    [O] #3006   expected=right    | predicted="right"
+    [O] #3008   expected=right    | predicted="right"
+    [O] #3031   expected=right    | predicted="right"
+    [O] #3033   expected=right    | predicted="right"
+    [O] #3034   expected=right    | predicted="right"
+    [O] #3036   expected=right    | predicted="right"
+    [O] #3048   expected=right    | predicted="right"
+    [O] #3055   expected=right    | predicted="right"
+    [O] #3072   expected=right    | predicted="right"
+    [O] #3076   expected=right    | predicted="right"
+    [O] #3082   expected=right    | predicted="right"
+    [O] #3094   expected=right    | predicted="right"
+    [O] #3101   expected=right    | predicted="right"
+    [O] #3102   expected=right    | predicted="right"
+    [O] #3115   expected=right    | predicted="right"
+    [O] #3119   expected=right    | predicted="right"
+    [O] #3132   expected=right    | predicted="right"
+    [O] #3133   expected=right    | predicted="right"
+    [O] #3140   expected=right    | predicted="right"
+    [O] #3147   expected=right    | predicted="right"
+    [O] #3164   expected=right    | predicted="To the right"
+    [O] #3165   expected=right    | predicted="right"
+    [O] #3169   expected=right    | predicted="right"
+    [O] #3172   expected=right    | predicted="right"
+    [O] #3173   expected=right    | predicted="right"
+    [O] #3185   expected=right    | predicted="right"
+    [O] #3186   expected=right    | predicted="right"
+    [O] #3198   expected=right    | predicted="right"
+    [O] #3200   expected=right    | predicted="right"
+    [O] #3205   expected=right    | predicted="right"
+    [O] #3207   expected=right    | predicted="right"
+    [O] #3219   expected=right    | predicted="right"
+    [O] #3226   expected=right    | predicted="right"
+    [O] #3235   expected=right    | predicted="right"
+    [X] #3236   expected=right    | predicted="left"
+    [O] #3241   expected=right    | predicted="right"
+    [O] #3251   expected=right    | predicted="right"
+    [O] #3252   expected=right    | predicted="right"
+    [O] #3256   expected=right    | predicted="right"
+    [O] #3265   expected=right    | predicted="right"
+    [O] #3268   expected=right    | predicted="right"
+    [O] #3281   expected=right    | predicted="right"
+    [O] #3283   expected=right    | predicted="right"
+    [O] #3287   expected=right    | predicted="right"
+    [X] #3288   expected=right    | predicted="left"
+    [X] #3289   expected=right    | predicted="left"
+    [O] #3297   expected=right    | predicted="right"
+    [O] #3306   expected=right    | predicted="right"
+    [O] #3309   expected=right    | predicted="right"
+    [O] #3310   expected=right    | predicted="right"
+    [O] #3314   expected=right    | predicted="right"
+    [O] #3315   expected=right    | predicted="right"
+    [O] #3316   expected=right    | predicted="right"
+    [O] #3324   expected=right    | predicted="right"
+    [O] #3330   expected=right    | predicted="right"
+    [O] #3356   expected=right    | predicted="right"
+    [O] #3360   expected=right    | predicted="right"
+    [O] #3374   expected=right    | predicted="right"
+    [O] #3380   expected=right    | predicted="right"
+    [O] #3382   expected=right    | predicted="right"
+    [O] #3387   expected=right    | predicted="right"
+    [O] #3389   expected=right    | predicted="right"
+    [O] #3390   expected=right    | predicted="right"
+    [O] #3392   expected=right    | predicted="right"
+    [O] #3397   expected=right    | predicted="right"
+    [X] #3404   expected=right    | predicted="left"
+    [O] #3425   expected=right    | predicted="right"
+    [O] #3428   expected=right    | predicted="right"
+    [O] #3449   expected=right    | predicted="right"
+    [O] #3451   expected=right    | predicted="right"
+    [O] #3456   expected=right    | predicted="right"
+    [O] #3462   expected=right    | predicted="right"
+    [O] #3463   expected=right    | predicted="right"
+    [O] #3466   expected=right    | predicted="right"
+    [O] #3473   expected=right    | predicted="right"
+    [O] #3477   expected=right    | predicted="right"
+    [O] #3480   expected=right    | predicted="right"
+    [O] #3484   expected=right    | predicted="right"
+
  right:  96%|█████████▌| 596/620 [08:24<00:24,  1.02s/it]
  right:  96%|█████████▋| 597/620 [08:24<00:26,  1.13s/it]
                                                          

  right:  96%|█████████▋| 597/620 [08:26<00:26,  1.13s/it]
  right:  96%|█████████▋| 598/620 [08:26<00:26,  1.21s/it]
                                                          

  right:  96%|█████████▋| 598/620 [08:27<00:26,  1.21s/it]
  right:  97%|█████████▋| 599/620 [08:27<00:22,  1.09s/it]
                                                          

  right:  97%|█████████▋| 599/620 [08:27<00:22,  1.09s/it]
  right:  97%|█████████▋| 600/620 [08:27<00:19,  1.03it/s]
                                                          

  right:  97%|█████████▋| 600/620 [08:28<00:19,  1.03it/s]
  right:  97%|█████████▋| 601/620 [08:28<00:18,  1.01it/s]
                                                          

  right:  97%|█████████▋| 601/620 [08:30<00:18,  1.01it/s]
  right:  97%|█████████▋| 602/620 [08:30<00:19,  1.10s/it]
                                                          

  right:  97%|█████████▋| 602/620 [08:31<00:19,  1.10s/it]
  right:  97%|█████████▋| 603/620 [08:31<00:18,  1.10s/it]
                                                          

  right:  97%|█████████▋| 603/620 [08:32<00:18,  1.10s/it]
  right:  97%|█████████▋| 604/620 [08:32<00:17,  1.10s/it]
                                                          

  right:  97%|█████████▋| 604/620 [08:33<00:17,  1.10s/it]
  right:  98%|█████████▊| 605/620 [08:33<00:15,  1.03s/it]
                                                          

  right:  98%|█████████▊| 605/620 [08:34<00:15,  1.03s/it]
  right:  98%|█████████▊| 606/620 [08:34<00:15,  1.09s/it]
                                                          

  right:  98%|█████████▊| 606/620 [08:35<00:15,  1.09s/it]
  right:  98%|█████████▊| 607/620 [08:35<00:13,  1.06s/it]
                                                          

  right:  98%|█████████▊| 607/620 [08:36<00:13,  1.06s/it]
  right:  98%|█████████▊| 608/620 [08:36<00:13,  1.13s/it]
                                                          

  right:  98%|█████████▊| 608/620 [08:37<00:13,  1.13s/it]
  right:  98%|█████████▊| 609/620 [08:37<00:12,  1.12s/it]
                                                          

  right:  98%|█████████▊| 609/620 [08:38<00:12,  1.12s/it]
  right:  98%|█████████▊| 610/620 [08:38<00:10,  1.09s/it]
                                                          

  right:  98%|█████████▊| 610/620 [08:39<00:10,  1.09s/it]
  right:  99%|█████████▊| 611/620 [08:39<00:09,  1.07s/it]
                                                          

  right:  99%|█████████▊| 611/620 [08:40<00:09,  1.07s/it]
  right:  99%|█████████▊| 612/620 [08:40<00:07,  1.01it/s]
                                                          

  right:  99%|█████████▊| 612/620 [08:42<00:07,  1.01it/s]
  right:  99%|█████████▉| 613/620 [08:42<00:08,  1.16s/it]
                                                          

  right:  99%|█████████▉| 613/620 [08:43<00:08,  1.16s/it]
  right:  99%|█████████▉| 614/620 [08:43<00:06,  1.08s/it]
                                                          

  right:  99%|█████████▉| 614/620 [08:44<00:06,  1.08s/it]
  right:  99%|█████████▉| 615/620 [08:44<00:05,  1.12s/it]
                                                          

  right:  99%|█████████▉| 615/620 [08:45<00:05,  1.12s/it]
  right:  99%|█████████▉| 616/620 [08:45<00:04,  1.16s/it]
                                                          

  right:  99%|█████████▉| 616/620 [08:46<00:04,  1.16s/it]
  right: 100%|█████████▉| 617/620 [08:46<00:03,  1.15s/it]
                                                          

  right: 100%|█████████▉| 617/620 [08:47<00:03,  1.15s/it]
  right: 100%|█████████▉| 618/620 [08:47<00:02,  1.10s/it]
                                                          

  right: 100%|█████████▉| 618/620 [08:48<00:02,  1.10s/it]
  right: 100%|█████████▉| 619/620 [08:48<00:01,  1.12s/it]
                                                          

  right: 100%|█████████▉| 619/620 [08:50<00:01,  1.12s/it]
  right: 100%|██████████| 620/620 [08:50<00:00,  1.19s/it]
  right: 100%|██████████| 620/620 [08:50<00:00,  1.17it/s]
+2026-02-19 16:02:50,586 - INFO -   right: 620/620 extracted | correct=522, incorrect=98, accuracy=84.2%
+2026-02-19 16:02:50,587 - INFO - Processing category: above (596 samples)
+    [X] #3486   expected=right    | predicted="left"
+    [O] #3493   expected=right    | predicted="right"
+    [O] #3499   expected=right    | predicted="right"
+    [O] #3504   expected=right    | predicted="right"
+    [O] #3505   expected=right    | predicted="right"
+    [O] #3507   expected=right    | predicted="right"
+    [O] #3513   expected=right    | predicted="right"
+    [O] #3523   expected=right    | predicted="right"
+    [O] #3536   expected=right    | predicted="right"
+    [O] #3540   expected=right    | predicted="right"
+    [O] #3541   expected=right    | predicted="right"
+    [O] #3547   expected=right    | predicted="right"
+    [X] #3550   expected=right    | predicted="left"
+    [O] #3562   expected=right    | predicted="right"
+    [O] #3569   expected=right    | predicted="right"
+    [O] #3588   expected=right    | predicted="right"
+    [O] #3591   expected=right    | predicted="right"
+    [X] #3594   expected=right    | predicted="left"
+    [O] #3595   expected=right    | predicted="right"
+    [O] #3604   expected=right    | predicted="right"
+    [O] #3606   expected=right    | predicted="right"
+    [O] #3609   expected=right    | predicted="right"
+    [O] #3627   expected=right    | predicted="right"
+    [O] #3632   expected=right    | predicted="right"
+
  above:   0%|          | 0/596 [00:00<?, ?it/s]
                                                

  above:   0%|          | 0/596 [00:00<?, ?it/s]
  above:   0%|          | 1/596 [00:00<07:21,  1.35it/s]
                                                        

  above:   0%|          | 1/596 [00:01<07:21,  1.35it/s]
  above:   0%|          | 2/596 [00:01<07:23,  1.34it/s]
                                                        

  above:   0%|          | 2/596 [00:02<07:23,  1.34it/s]
  above:   1%|          | 3/596 [00:02<06:43,  1.47it/s]
                                                        

  above:   1%|          | 3/596 [00:02<06:43,  1.47it/s]
  above:   1%|          | 4/596 [00:02<07:18,  1.35it/s]
                                                        

  above:   1%|          | 4/596 [00:03<07:18,  1.35it/s]
  above:   1%|          | 5/596 [00:03<08:16,  1.19it/s]
                                                        

  above:   1%|          | 5/596 [00:04<08:16,  1.19it/s]
  above:   1%|          | 6/596 [00:04<08:30,  1.16it/s]
                                                        

  above:   1%|          | 6/596 [00:05<08:30,  1.16it/s]
  above:   1%|          | 7/596 [00:05<07:54,  1.24it/s]
                                                        

  above:   1%|          | 7/596 [00:06<07:54,  1.24it/s]
  above:   1%|▏         | 8/596 [00:06<07:15,  1.35it/s]
                                                        

  above:   1%|▏         | 8/596 [00:07<07:15,  1.35it/s]
  above:   2%|▏         | 9/596 [00:07<08:04,  1.21it/s]
                                                        

  above:   2%|▏         | 9/596 [00:08<08:04,  1.21it/s]
  above:   2%|▏         | 10/596 [00:08<08:19,  1.17it/s]
                                                         

  above:   2%|▏         | 10/596 [00:08<08:19,  1.17it/s]
  above:   2%|▏         | 11/596 [00:08<07:24,  1.32it/s]
                                                         

  above:   2%|▏         | 11/596 [00:09<07:24,  1.32it/s]
  above:   2%|▏         | 12/596 [00:09<06:45,  1.44it/s]
                                                         

  above:   2%|▏         | 12/596 [00:10<06:45,  1.44it/s]
  above:   2%|▏         | 13/596 [00:10<07:18,  1.33it/s]
                                                         

  above:   2%|▏         | 13/596 [00:10<07:18,  1.33it/s]
  above:   2%|▏         | 14/596 [00:10<07:28,  1.30it/s]
                                                         

  above:   2%|▏         | 14/596 [00:11<07:28,  1.30it/s]
  above:   3%|▎         | 15/596 [00:11<07:59,  1.21it/s]
                                                         

  above:   3%|▎         | 15/596 [00:12<07:59,  1.21it/s]
  above:   3%|▎         | 16/596 [00:12<08:03,  1.20it/s]
                                                         

  above:   3%|▎         | 16/596 [00:13<08:03,  1.20it/s]
  above:   3%|▎         | 17/596 [00:13<07:41,  1.25it/s]
                                                         

  above:   3%|▎         | 17/596 [00:14<07:41,  1.25it/s]
  above:   3%|▎         | 18/596 [00:14<07:27,  1.29it/s]
                                                         

  above:   3%|▎         | 18/596 [00:14<07:27,  1.29it/s]
  above:   3%|▎         | 19/596 [00:14<07:45,  1.24it/s]
                                                         

  above:   3%|▎         | 19/596 [00:15<07:45,  1.24it/s]
  above:   3%|▎         | 20/596 [00:15<07:43,  1.24it/s]
                                                         

  above:   3%|▎         | 20/596 [00:16<07:43,  1.24it/s]
  above:   4%|▎         | 21/596 [00:16<07:49,  1.23it/s]
                                                         

  above:   4%|▎         | 21/596 [00:17<07:49,  1.23it/s]
  above:   4%|▎         | 22/596 [00:17<08:20,  1.15it/s]
                                                         

  above:   4%|▎         | 22/596 [00:18<08:20,  1.15it/s]
  above:   4%|▍         | 23/596 [00:18<08:20,  1.15it/s]
                                                         

  above:   4%|▍         | 23/596 [00:19<08:20,  1.15it/s]
  above:   4%|▍         | 24/596 [00:19<07:49,  1.22it/s]
                                                         

  above:   4%|▍         | 24/596 [00:19<07:49,  1.22it/s]
  above:   4%|▍         | 25/596 [00:19<07:29,  1.27it/s]
                                                         

  above:   4%|▍         | 25/596 [00:21<07:29,  1.27it/s]
  above:   4%|▍         | 26/596 [00:21<08:31,  1.11it/s]
                                                         

  above:   4%|▍         | 26/596 [00:21<08:31,  1.11it/s]
  above:   5%|▍         | 27/596 [00:21<07:52,  1.21it/s]
                                                         

  above:   5%|▍         | 27/596 [00:22<07:52,  1.21it/s]
  above:   5%|▍         | 28/596 [00:22<08:21,  1.13it/s]
                                                         

  above:   5%|▍         | 28/596 [00:23<08:21,  1.13it/s]
  above:   5%|▍         | 29/596 [00:23<08:46,  1.08it/s]
                                                         

  above:   5%|▍         | 29/596 [00:24<08:46,  1.08it/s]
  above:   5%|▌         | 30/596 [00:24<08:41,  1.08it/s]
                                                         

  above:   5%|▌         | 30/596 [00:25<08:41,  1.08it/s]
  above:   5%|▌         | 31/596 [00:25<08:14,  1.14it/s]
                                                         

  above:   5%|▌         | 31/596 [00:26<08:14,  1.14it/s]
  above:   5%|▌         | 32/596 [00:26<07:39,  1.23it/s]
                                                         

  above:   5%|▌         | 32/596 [00:26<07:39,  1.23it/s]
  above:   6%|▌         | 33/596 [00:26<07:31,  1.25it/s]
                                                         

  above:   6%|▌         | 33/596 [00:27<07:31,  1.25it/s]
  above:   6%|▌         | 34/596 [00:27<08:16,  1.13it/s]
                                                         

  above:   6%|▌         | 34/596 [00:29<08:16,  1.13it/s]
  above:   6%|▌         | 35/596 [00:29<09:21,  1.00s/it]
                                                         

  above:   6%|▌         | 35/596 [00:30<09:21,  1.00s/it]
  above:   6%|▌         | 36/596 [00:30<09:01,  1.03it/s]
                                                         

  above:   6%|▌         | 36/596 [00:31<09:01,  1.03it/s]
  above:   6%|▌         | 37/596 [00:31<10:09,  1.09s/it]
                                                         

  above:   6%|▌         | 37/596 [00:32<10:09,  1.09s/it]
  above:   6%|▋         | 38/596 [00:32<10:10,  1.09s/it]
                                                         

  above:   6%|▋         | 38/596 [00:33<10:10,  1.09s/it]
  above:   7%|▋         | 39/596 [00:33<09:48,  1.06s/it]
                                                         

  above:   7%|▋         | 39/596 [00:34<09:48,  1.06s/it]
  above:   7%|▋         | 40/596 [00:34<08:37,  1.08it/s]
                                                         

  above:   7%|▋         | 40/596 [00:35<08:37,  1.08it/s]
  above:   7%|▋         | 41/596 [00:35<08:51,  1.04it/s]
                                                         

  above:   7%|▋         | 41/596 [00:36<08:51,  1.04it/s]
  above:   7%|▋         | 42/596 [00:36<09:18,  1.01s/it]
                                                         

  above:   7%|▋         | 42/596 [00:37<09:18,  1.01s/it]
  above:   7%|▋         | 43/596 [00:37<09:22,  1.02s/it]
                                                         

  above:   7%|▋         | 43/596 [00:38<09:22,  1.02s/it]
  above:   7%|▋         | 44/596 [00:38<08:28,  1.09it/s]
                                                         

  above:   7%|▋         | 44/596 [00:38<08:28,  1.09it/s]
  above:   8%|▊         | 45/596 [00:38<07:48,  1.18it/s]
                                                         

  above:   8%|▊         | 45/596 [00:40<07:48,  1.18it/s]
  above:   8%|▊         | 46/596 [00:40<08:51,  1.03it/s]
                                                         

  above:   8%|▊         | 46/596 [00:41<08:51,  1.03it/s]
  above:   8%|▊         | 47/596 [00:41<09:34,  1.05s/it]
                                                         

  above:   8%|▊         | 47/596 [00:42<09:34,  1.05s/it]
  above:   8%|▊         | 48/596 [00:42<08:44,  1.05it/s]
                                                         

  above:   8%|▊         | 48/596 [00:42<08:44,  1.05it/s]
  above:   8%|▊         | 49/596 [00:42<07:34,  1.20it/s]
                                                         

  above:   8%|▊         | 49/596 [00:43<07:34,  1.20it/s]
  above:   8%|▊         | 50/596 [00:43<08:45,  1.04it/s]
                                                         

  above:   8%|▊         | 50/596 [00:44<08:45,  1.04it/s]
  above:   9%|▊         | 51/596 [00:44<09:00,  1.01it/s]
                                                         

  above:   9%|▊         | 51/596 [00:45<09:00,  1.01it/s]
  above:   9%|▊         | 52/596 [00:45<08:55,  1.02it/s]
                                                         

  above:   9%|▊         | 52/596 [00:46<08:55,  1.02it/s]
  above:   9%|▉         | 53/596 [00:46<08:17,  1.09it/s]
                                                         

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    [O] #10     expected=above    | predicted="above"
+    [O] #20     expected=above    | predicted="above"
+    [O] #31     expected=above    | predicted="above"
+    [O] #32     expected=above    | predicted="above"
+    [O] #34     expected=above    | predicted="above"
+    [O] #64     expected=above    | predicted="above"
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+    [O] #80     expected=above    | predicted="above"
+    [O] #81     expected=above    | predicted="above"
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+    [O] #98     expected=above    | predicted="above"
+    [O] #107    expected=above    | predicted="above"
+    [O] #118    expected=above    | predicted="above"
+    [O] #138    expected=above    | predicted="above"
+    [O] #150    expected=above    | predicted="above"
+    [O] #152    expected=above    | predicted="above"
+    [O] #156    expected=above    | predicted="above"
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+    [O] #165    expected=above    | predicted="above"
+    [O] #168    expected=above    | predicted="above"
+    [O] #169    expected=above    | predicted="above"
+    [O] #183    expected=above    | predicted="above"
+    [O] #200    expected=above    | predicted="above"
+    [O] #210    expected=above    | predicted="above"
+    [O] #217    expected=above    | predicted="above"
+    [O] #234    expected=above    | predicted="above"
+    [O] #240    expected=above    | predicted="above"
+    [O] #245    expected=above    | predicted="above"
+    [O] #264    expected=above    | predicted="above"
+    [O] #266    expected=above    | predicted="above"
+    [O] #276    expected=above    | predicted="above"
+    [O] #285    expected=above    | predicted="above"
+    [O] #292    expected=above    | predicted="above"
+    [O] #293    expected=above    | predicted="above"
+    [O] #296    expected=above    | predicted="above"
+    [O] #303    expected=above    | predicted="above"
+    [O] #305    expected=above    | predicted="above"
+    [O] #312    expected=above    | predicted="above"
+    [O] #326    expected=above    | predicted="above"
+    [O] #330    expected=above    | predicted="above"
+    [X] #338    expected=above    | predicted="below"
+    [O] #339    expected=above    | predicted="above"
+    [O] #345    expected=above    | predicted="above"
+    [O] #361    expected=above    | predicted="above"
+    [O] #372    expected=above    | predicted="above"
+    [O] #381    expected=above    | predicted="above"
+    [O] #382    expected=above    | predicted="above"
+    [O] #389    expected=above    | predicted="above"
+    [O] #391    expected=above    | predicted="above"
+    [O] #395    expected=above    | predicted="above"
+    [O] #407    expected=above    | predicted="above"
+    [O] #411    expected=above    | predicted="above"
+    [O] #427    expected=above    | predicted="above"
+    [O] #428    expected=above    | predicted="above"
+    [O] #432    expected=above    | predicted="above"
+    [O] #443    expected=above    | predicted="above"
+    [O] #454    expected=above    | predicted="above"
+    [O] #457    expected=above    | predicted="above"
+    [O] #459    expected=above    | predicted="above"
+    [O] #461    expected=above    | predicted="above"
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    [O] #950    expected=above    | predicted="above"
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    [X] #1903   expected=above    | predicted="below"
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  above:  98%|█████████▊| 587/596 [09:21<00:08,  1.08it/s]
  above:  99%|█████████▊| 588/596 [09:21<00:08,  1.02s/it]
                                                          

  above:  99%|█████████▊| 588/596 [09:22<00:08,  1.02s/it]
  above:  99%|█████████▉| 589/596 [09:22<00:07,  1.01s/it]
                                                          

  above:  99%|█████████▉| 589/596 [09:23<00:07,  1.01s/it]
  above:  99%|█████████▉| 590/596 [09:23<00:06,  1.04s/it]
                                                          

  above:  99%|█████████▉| 590/596 [09:24<00:06,  1.04s/it]
  above:  99%|█████████▉| 591/596 [09:24<00:04,  1.02it/s]
                                                          

  above:  99%|█████████▉| 591/596 [09:25<00:04,  1.02it/s]
  above:  99%|█████████▉| 592/596 [09:25<00:03,  1.02it/s]
                                                          

  above:  99%|█████████▉| 592/596 [09:26<00:03,  1.02it/s]
  above:  99%|█████████▉| 593/596 [09:26<00:03,  1.01s/it]
                                                          

  above:  99%|█████████▉| 593/596 [09:27<00:03,  1.01s/it]
  above: 100%|█████████▉| 594/596 [09:27<00:02,  1.02s/it]
                                                          

  above: 100%|█████████▉| 594/596 [09:28<00:02,  1.02s/it]
  above: 100%|█████████▉| 595/596 [09:28<00:01,  1.10s/it]
                                                          

  above: 100%|█████████▉| 595/596 [09:28<00:01,  1.10s/it]
  above: 100%|██████████| 596/596 [09:28<00:00,  1.06it/s]
  above: 100%|██████████| 596/596 [09:28<00:00,  1.05it/s]
+2026-02-19 16:12:19,584 - INFO -   above: 596/596 extracted | correct=586, incorrect=10, accuracy=98.3%
+2026-02-19 16:12:19,585 - INFO - Processing category: under (602 samples)
+    [O] #2802   expected=above    | predicted="above"
+    [O] #2805   expected=above    | predicted="above"
+    [O] #2817   expected=above    | predicted="above"
+    [O] #2820   expected=above    | predicted="above"
+    [O] #2839   expected=above    | predicted="above"
+    [O] #2840   expected=above    | predicted="above"
+    [O] #2844   expected=above    | predicted="above"
+    [O] #2845   expected=above    | predicted="above"
+    [O] #2855   expected=above    | predicted="above"
+    [O] #2861   expected=above    | predicted="above"
+    [O] #2876   expected=above    | predicted="above"
+    [O] #2884   expected=above    | predicted="above"
+    [O] #2890   expected=above    | predicted="above"
+    [O] #2894   expected=above    | predicted="above"
+    [O] #2914   expected=above    | predicted="above"
+    [O] #2922   expected=above    | predicted="above"
+    [O] #2925   expected=above    | predicted="above"
+    [O] #2929   expected=above    | predicted="above"
+    [O] #2934   expected=above    | predicted="above"
+    [O] #2936   expected=above    | predicted="above"
+    [O] #2943   expected=above    | predicted="above"
+    [O] #2947   expected=above    | predicted="above"
+    [O] #2950   expected=above    | predicted="above"
+    [O] #2953   expected=above    | predicted="above"
+    [O] #2956   expected=above    | predicted="above"
+    [O] #2958   expected=above    | predicted="above"
+    [O] #2959   expected=above    | predicted="above"
+    [O] #2968   expected=above    | predicted="above"
+    [O] #2973   expected=above    | predicted="above"
+    [O] #2976   expected=above    | predicted="above"
+    [O] #2977   expected=above    | predicted="above"
+    [O] #2985   expected=above    | predicted="above"
+    [O] #2987   expected=above    | predicted="above"
+    [O] #2990   expected=above    | predicted="above"
+    [O] #2995   expected=above    | predicted="above"
+    [O] #3016   expected=above    | predicted="above"
+    [O] #3018   expected=above    | predicted="above"
+    [O] #3028   expected=above    | predicted="above"
+    [O] #3032   expected=above    | predicted="above"
+    [O] #3035   expected=above    | predicted="above"
+    [O] #3045   expected=above    | predicted="above"
+    [O] #3046   expected=above    | predicted="above"
+    [O] #3052   expected=above    | predicted="above"
+    [O] #3053   expected=above    | predicted="above"
+    [O] #3058   expected=above    | predicted="above"
+    [O] #3059   expected=above    | predicted="above"
+    [O] #3060   expected=above    | predicted="above"
+    [O] #3063   expected=above    | predicted="above"
+    [O] #3068   expected=above    | predicted="above"
+    [O] #3074   expected=above    | predicted="above"
+    [O] #3079   expected=above    | predicted="above"
+    [O] #3083   expected=above    | predicted="above"
+    [O] #3086   expected=above    | predicted="above"
+    [O] #3105   expected=above    | predicted="above"
+    [O] #3113   expected=above    | predicted="above"
+    [O] #3134   expected=above    | predicted="above"
+    [O] #3139   expected=above    | predicted="above"
+    [O] #3145   expected=above    | predicted="above"
+    [O] #3155   expected=above    | predicted="above"
+    [O] #3167   expected=above    | predicted="above"
+    [O] #3177   expected=above    | predicted="above"
+    [O] #3181   expected=above    | predicted="above"
+    [O] #3182   expected=above    | predicted="above"
+    [O] #3183   expected=above    | predicted="above"
+    [O] #3189   expected=above    | predicted="above"
+    [O] #3194   expected=above    | predicted="above"
+    [O] #3196   expected=above    | predicted="above"
+    [O] #3204   expected=above    | predicted="above"
+    [O] #3206   expected=above    | predicted="above"
+    [O] #3209   expected=above    | predicted="above"
+    [O] #3210   expected=above    | predicted="above"
+    [O] #3215   expected=above    | predicted="above"
+    [O] #3216   expected=above    | predicted="above"
+    [O] #3218   expected=above    | predicted="above"
+    [O] #3227   expected=above    | predicted="above"
+    [O] #3237   expected=above    | predicted="above"
+    [O] #3238   expected=above    | predicted="above"
+    [O] #3240   expected=above    | predicted="above"
+    [O] #3247   expected=above    | predicted="above"
+    [O] #3262   expected=above    | predicted="above"
+    [O] #3272   expected=above    | predicted="above"
+    [O] #3286   expected=above    | predicted="above"
+    [O] #3293   expected=above    | predicted="above"
+    [O] #3294   expected=above    | predicted="above"
+    [O] #3295   expected=above    | predicted="above"
+    [O] #3299   expected=above    | predicted="above"
+    [O] #3302   expected=above    | predicted="above"
+    [O] #3303   expected=above    | predicted="above"
+    [O] #3312   expected=above    | predicted="above"
+    [O] #3318   expected=above    | predicted="above"
+    [O] #3320   expected=above    | predicted="above"
+    [O] #3336   expected=above    | predicted="above"
+    [O] #3339   expected=above    | predicted="above"
+    [O] #3341   expected=above    | predicted="above"
+    [O] #3346   expected=above    | predicted="above"
+    [O] #3349   expected=above    | predicted="above"
+    [O] #3366   expected=above    | predicted="above"
+    [O] #3367   expected=above    | predicted="above"
+    [O] #3370   expected=above    | predicted="above"
+    [O] #3371   expected=above    | predicted="above"
+    [O] #3383   expected=above    | predicted="above"
+    [O] #3391   expected=above    | predicted="above"
+    [O] #3395   expected=above    | predicted="above"
+    [O] #3401   expected=above    | predicted="above"
+    [O] #3408   expected=above    | predicted="above"
+    [O] #3409   expected=above    | predicted="above"
+    [O] #3413   expected=above    | predicted="above"
+    [O] #3417   expected=above    | predicted="above"
+    [O] #3421   expected=above    | predicted="above"
+    [O] #3424   expected=above    | predicted="above"
+    [O] #3427   expected=above    | predicted="above"
+    [O] #3450   expected=above    | predicted="above"
+    [O] #3460   expected=above    | predicted="above"
+    [O] #3464   expected=above    | predicted="above"
+    [O] #3468   expected=above    | predicted="above"
+    [O] #3471   expected=above    | predicted="above"
+    [O] #3472   expected=above    | predicted="above"
+    [O] #3475   expected=above    | predicted="above"
+    [O] #3512   expected=above    | predicted="above"
+    [O] #3519   expected=above    | predicted="above"
+    [O] #3520   expected=above    | predicted="above"
+    [O] #3525   expected=above    | predicted="above"
+    [O] #3528   expected=above    | predicted="above"
+    [O] #3530   expected=above    | predicted="above"
+    [O] #3532   expected=above    | predicted="above"
+    [O] #3544   expected=above    | predicted="above"
+    [O] #3546   expected=above    | predicted="above"
+    [O] #3551   expected=above    | predicted="above"
+    [O] #3558   expected=above    | predicted="above"
+    [O] #3563   expected=above    | predicted="above"
+    [O] #3566   expected=above    | predicted="above"
+    [O] #3570   expected=above    | predicted="above"
+    [O] #3574   expected=above    | predicted="above"
+    [O] #3585   expected=above    | predicted="above"
+    [O] #3592   expected=above    | predicted="above"
+    [O] #3608   expected=above    | predicted="above"
+    [O] #3617   expected=above    | predicted="above"
+    [O] #3621   expected=above    | predicted="above"
+    [O] #3623   expected=above    | predicted="above"
+    [O] #3626   expected=above    | predicted="above"
+    [O] #3631   expected=above    | predicted="above"
+    [O] #3634   expected=above    | predicted="above"
+    [O] #3636   expected=above    | predicted="above"
+
  under:   0%|          | 0/602 [00:00<?, ?it/s]
                                                

  under:   0%|          | 0/602 [00:00<?, ?it/s]
  under:   0%|          | 1/602 [00:00<07:53,  1.27it/s]
                                                        

  under:   0%|          | 1/602 [00:01<07:53,  1.27it/s]
  under:   0%|          | 2/602 [00:01<08:17,  1.20it/s]
                                                        

  under:   0%|          | 2/602 [00:02<08:17,  1.20it/s]
  under:   0%|          | 3/602 [00:02<08:56,  1.12it/s]
                                                        

  under:   0%|          | 3/602 [00:03<08:56,  1.12it/s]
  under:   1%|          | 4/602 [00:03<09:00,  1.11it/s]
                                                        

  under:   1%|          | 4/602 [00:04<09:00,  1.11it/s]
  under:   1%|          | 5/602 [00:04<09:00,  1.11it/s]
                                                        

  under:   1%|          | 5/602 [00:05<09:00,  1.11it/s]
  under:   1%|          | 6/602 [00:05<08:32,  1.16it/s]
                                                        

  under:   1%|          | 6/602 [00:05<08:32,  1.16it/s]
  under:   1%|          | 7/602 [00:05<08:12,  1.21it/s]
                                                        

  under:   1%|          | 7/602 [00:07<08:12,  1.21it/s]
  under:   1%|▏         | 8/602 [00:07<09:34,  1.03it/s]
                                                        

  under:   1%|▏         | 8/602 [00:08<09:34,  1.03it/s]
  under:   1%|▏         | 9/602 [00:08<09:05,  1.09it/s]
                                                        

  under:   1%|▏         | 9/602 [00:08<09:05,  1.09it/s]
  under:   2%|▏         | 10/602 [00:08<08:31,  1.16it/s]
                                                         

  under:   2%|▏         | 10/602 [00:10<08:31,  1.16it/s]
  under:   2%|▏         | 11/602 [00:10<09:48,  1.00it/s]
                                                         

  under:   2%|▏         | 11/602 [00:10<09:48,  1.00it/s]
  under:   2%|▏         | 12/602 [00:10<09:10,  1.07it/s]
                                                         

  under:   2%|▏         | 12/602 [00:11<09:10,  1.07it/s]
  under:   2%|▏         | 13/602 [00:11<08:40,  1.13it/s]
                                                         

  under:   2%|▏         | 13/602 [00:13<08:40,  1.13it/s]
  under:   2%|▏         | 14/602 [00:13<10:16,  1.05s/it]
                                                         

  under:   2%|▏         | 14/602 [00:13<10:16,  1.05s/it]
  under:   2%|▏         | 15/602 [00:13<09:44,  1.00it/s]
                                                         

  under:   2%|▏         | 15/602 [00:14<09:44,  1.00it/s]
  under:   3%|▎         | 16/602 [00:14<08:53,  1.10it/s]
                                                         

  under:   3%|▎         | 16/602 [00:15<08:53,  1.10it/s]
  under:   3%|▎         | 17/602 [00:15<09:44,  1.00it/s]
                                                         

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  under:   3%|▎         | 18/602 [00:16<08:43,  1.11it/s]
                                                         

  under:   3%|▎         | 18/602 [00:17<08:43,  1.11it/s]
  under:   3%|▎         | 19/602 [00:17<07:34,  1.28it/s]
                                                         

  under:   3%|▎         | 19/602 [00:17<07:34,  1.28it/s]
  under:   3%|▎         | 20/602 [00:17<07:46,  1.25it/s]
                                                         

  under:   3%|▎         | 20/602 [00:18<07:46,  1.25it/s]
  under:   3%|▎         | 21/602 [00:18<08:02,  1.21it/s]
                                                         

  under:   3%|▎         | 21/602 [00:19<08:02,  1.21it/s]
  under:   4%|▎         | 22/602 [00:19<06:54,  1.40it/s]
                                                         

  under:   4%|▎         | 22/602 [00:20<06:54,  1.40it/s]
  under:   4%|▍         | 23/602 [00:20<07:28,  1.29it/s]
                                                         

  under:   4%|▍         | 23/602 [00:21<07:28,  1.29it/s]
  under:   4%|▍         | 24/602 [00:21<08:48,  1.09it/s]
                                                         

  under:   4%|▍         | 24/602 [00:22<08:48,  1.09it/s]
  under:   4%|▍         | 25/602 [00:22<08:31,  1.13it/s]
                                                         

  under:   4%|▍         | 25/602 [00:22<08:31,  1.13it/s]
  under:   4%|▍         | 26/602 [00:22<07:11,  1.34it/s]
                                                         

  under:   4%|▍         | 26/602 [00:23<07:11,  1.34it/s]
  under:   4%|▍         | 27/602 [00:23<07:42,  1.24it/s]
                                                         

  under:   4%|▍         | 27/602 [00:24<07:42,  1.24it/s]
  under:   5%|▍         | 28/602 [00:24<07:16,  1.32it/s]
                                                         

  under:   5%|▍         | 28/602 [00:24<07:16,  1.32it/s]
  under:   5%|▍         | 29/602 [00:24<06:40,  1.43it/s]
                                                         

  under:   5%|▍         | 29/602 [00:25<06:40,  1.43it/s]
  under:   5%|▍         | 30/602 [00:25<06:56,  1.37it/s]
                                                         

  under:   5%|▍         | 30/602 [00:26<06:56,  1.37it/s]
  under:   5%|▌         | 31/602 [00:26<07:20,  1.30it/s]
                                                         

  under:   5%|▌         | 31/602 [00:27<07:20,  1.30it/s]
  under:   5%|▌         | 32/602 [00:27<08:03,  1.18it/s]
                                                         

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  under:   5%|▌         | 33/602 [00:28<08:04,  1.17it/s]
                                                         

  under:   5%|▌         | 33/602 [00:28<08:04,  1.17it/s]
  under:   6%|▌         | 34/602 [00:28<07:30,  1.26it/s]
                                                         

  under:   6%|▌         | 34/602 [00:30<07:30,  1.26it/s]
  under:   6%|▌         | 35/602 [00:30<08:13,  1.15it/s]
                                                         

  under:   6%|▌         | 35/602 [00:30<08:13,  1.15it/s]
  under:   6%|▌         | 36/602 [00:30<07:55,  1.19it/s]
                                                         

  under:   6%|▌         | 36/602 [00:31<07:55,  1.19it/s]
  under:   6%|▌         | 37/602 [00:31<07:58,  1.18it/s]
                                                         

  under:   6%|▌         | 37/602 [00:32<07:58,  1.18it/s]
  under:   6%|▋         | 38/602 [00:32<06:57,  1.35it/s]
                                                         

  under:   6%|▋         | 38/602 [00:33<06:57,  1.35it/s]
  under:   6%|▋         | 39/602 [00:33<07:19,  1.28it/s]
                                                         

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  under:   7%|▋         | 40/602 [00:33<07:00,  1.34it/s]
                                                         

  under:   7%|▋         | 40/602 [00:34<07:00,  1.34it/s]
  under:   7%|▋         | 41/602 [00:34<06:46,  1.38it/s]
                                                         

  under:   7%|▋         | 41/602 [00:35<06:46,  1.38it/s]
  under:   7%|▋         | 42/602 [00:35<07:33,  1.24it/s]
                                                         

  under:   7%|▋         | 42/602 [00:36<07:33,  1.24it/s]
  under:   7%|▋         | 43/602 [00:36<07:45,  1.20it/s]
                                                         

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  under:   7%|▋         | 44/602 [00:37<07:45,  1.20it/s]
                                                         

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  under:   7%|▋         | 45/602 [00:37<07:39,  1.21it/s]
                                                         

  under:   7%|▋         | 45/602 [00:39<07:39,  1.21it/s]
  under:   8%|▊         | 46/602 [00:39<08:31,  1.09it/s]
                                                         

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  under:   8%|▊         | 51/602 [00:43<08:26,  1.09it/s]
                                                         

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  under:   9%|▉         | 53/602 [00:45<08:58,  1.02it/s]
                                                         

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  under:   9%|▉         | 57/602 [00:49<07:25,  1.22it/s]
                                                         

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  under:  10%|█         | 61/602 [00:52<08:00,  1.13it/s]
                                                         

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  under:  25%|██▌       | 151/602 [02:12<05:07,  1.46it/s]
                                                          
    [O] #13     expected=under    | predicted="below"
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+    [O] #586    expected=under    | predicted="below"
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+    [O] #617    expected=under    | predicted="below"
+    [O] #620    expected=under    | predicted="below"
+    [X] #622    expected=under    | predicted="above"
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+    [O] #656    expected=under    | predicted="below"
+    [O] #657    expected=under    | predicted="below"
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+    [O] #668    expected=under    | predicted="below"
+    [O] #675    expected=under    | predicted="below"
+    [O] #679    expected=under    | predicted="below"
+    [O] #680    expected=under    | predicted="below"
+    [O] #685    expected=under    | predicted="below"
+    [O] #706    expected=under    | predicted="below"
+    [O] #710    expected=under    | predicted="below"
+    [X] #711    expected=under    | predicted="above"
+    [O] #712    expected=under    | predicted="below"
+    [O] #713    expected=under    | predicted="below"
+    [O] #714    expected=under    | predicted="below"
+    [O] #716    expected=under    | predicted="below"
+    [O] #724    expected=under    | predicted="below"
+    [O] #725    expected=under    | predicted="below"
+    [O] #744    expected=under    | predicted="below"
+    [O] #750    expected=under    | predicted="below"
+    [O] #751    expected=under    | predicted="below"
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+    [O] #781    expected=under    | predicted="below"
+    [O] #784    expected=under    | predicted="below"
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+    [O] #820    expected=under    | predicted="below"
+    [O] #821    expected=under    | predicted="below"
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+    [O] #850    expected=under    | predicted="below"
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+    [O] #864    expected=under    | predicted="below"
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+    [O] #904    expected=under    | predicted="below"
+    [O] #913    expected=under    | predicted="below"
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+    [O] #918    expected=under    | predicted="below"
+
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    [O] #1784   expected=under    | predicted="below"
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  under:  75%|███████▌  | 453/602 [06:28<02:59,  1.21s/it]
  under:  75%|███████▌  | 454/602 [06:28<02:42,  1.10s/it]
                                                          

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  under:  78%|███████▊  | 470/602 [06:46<02:26,  1.11s/it]
                                                          

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  under:  78%|███████▊  | 472/602 [06:48<02:27,  1.14s/it]
                                                          

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  under:  79%|███████▊  | 473/602 [06:49<02:22,  1.10s/it]
                                                          

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  under:  99%|█████████▉| 596/602 [08:59<00:06,  1.02s/it]
                                                          

  under:  99%|█████████▉| 596/602 [09:01<00:06,  1.02s/it]
  under:  99%|█████████▉| 597/602 [09:01<00:05,  1.04s/it]
                                                          

  under:  99%|█████████▉| 597/602 [09:01<00:05,  1.04s/it]
  under:  99%|█████████▉| 598/602 [09:01<00:03,  1.09it/s]
                                                          

  under:  99%|█████████▉| 598/602 [09:02<00:03,  1.09it/s]
  under: 100%|█████████▉| 599/602 [09:02<00:02,  1.06it/s]
                                                          

  under: 100%|█████████▉| 599/602 [09:03<00:02,  1.06it/s]
  under: 100%|█████████▉| 600/602 [09:03<00:01,  1.06it/s]
                                                          

  under: 100%|█████████▉| 600/602 [09:04<00:01,  1.06it/s]
  under: 100%|█████████▉| 601/602 [09:04<00:00,  1.02it/s]
                                                          

  under: 100%|█████████▉| 601/602 [09:05<00:00,  1.02it/s]
  under: 100%|██████████| 602/602 [09:05<00:00,  1.05s/it]
  under: 100%|██████████| 602/602 [09:05<00:00,  1.10it/s]
+2026-02-19 16:21:25,463 - INFO -   under: 602/602 extracted | correct=592, incorrect=10, accuracy=98.3%
+2026-02-19 16:21:25,463 - INFO - Processing category: far (594 samples)
+    [O] #2808   expected=under    | predicted="below"
+    [O] #2812   expected=under    | predicted="below"
+    [O] #2819   expected=under    | predicted="below"
+    [O] #2826   expected=under    | predicted="below"
+    [O] #2832   expected=under    | predicted="below"
+    [O] #2833   expected=under    | predicted="below"
+    [O] #2835   expected=under    | predicted="below"
+    [O] #2837   expected=under    | predicted="below"
+    [O] #2852   expected=under    | predicted="below"
+    [O] #2858   expected=under    | predicted="below"
+    [O] #2867   expected=under    | predicted="below"
+    [O] #2872   expected=under    | predicted="below"
+    [O] #2873   expected=under    | predicted="below"
+    [O] #2889   expected=under    | predicted="below"
+    [O] #2892   expected=under    | predicted="below"
+    [O] #2900   expected=under    | predicted="below"
+    [O] #2901   expected=under    | predicted="below"
+    [O] #2908   expected=under    | predicted="below"
+    [O] #2913   expected=under    | predicted="below"
+    [O] #2915   expected=under    | predicted="below"
+    [O] #2942   expected=under    | predicted="below"
+    [O] #2944   expected=under    | predicted="below"
+    [O] #2952   expected=under    | predicted="below"
+    [O] #2954   expected=under    | predicted="below"
+    [O] #2957   expected=under    | predicted="below"
+    [O] #2961   expected=under    | predicted="below"
+    [O] #2963   expected=under    | predicted="below"
+    [O] #2967   expected=under    | predicted="below"
+    [O] #2975   expected=under    | predicted="below"
+    [O] #2980   expected=under    | predicted="below"
+    [O] #3013   expected=under    | predicted="below"
+    [O] #3019   expected=under    | predicted="below"
+    [O] #3023   expected=under    | predicted="below"
+    [O] #3025   expected=under    | predicted="below"
+    [O] #3029   expected=under    | predicted="below"
+    [O] #3038   expected=under    | predicted="below"
+    [O] #3042   expected=under    | predicted="below"
+    [O] #3043   expected=under    | predicted="below"
+    [O] #3047   expected=under    | predicted="below"
+    [O] #3049   expected=under    | predicted="below"
+    [O] #3050   expected=under    | predicted="below"
+    [O] #3057   expected=under    | predicted="below"
+    [O] #3061   expected=under    | predicted="below"
+    [O] #3062   expected=under    | predicted="below"
+    [O] #3071   expected=under    | predicted="below"
+    [O] #3075   expected=under    | predicted="below"
+    [O] #3077   expected=under    | predicted="below"
+    [O] #3084   expected=under    | predicted="below"
+    [O] #3087   expected=under    | predicted="below"
+    [O] #3092   expected=under    | predicted="below"
+    [O] #3099   expected=under    | predicted="below"
+    [O] #3100   expected=under    | predicted="below"
+    [O] #3107   expected=under    | predicted="below"
+    [O] #3109   expected=under    | predicted="below"
+    [O] #3111   expected=under    | predicted="below"
+    [O] #3112   expected=under    | predicted="below"
+    [O] #3114   expected=under    | predicted="below"
+    [O] #3120   expected=under    | predicted="below"
+    [O] #3127   expected=under    | predicted="below"
+    [O] #3130   expected=under    | predicted="below"
+    [O] #3137   expected=under    | predicted="below"
+    [O] #3138   expected=under    | predicted="below"
+    [O] #3141   expected=under    | predicted="below"
+    [O] #3142   expected=under    | predicted="below"
+    [O] #3146   expected=under    | predicted="below"
+    [O] #3149   expected=under    | predicted="below"
+    [O] #3150   expected=under    | predicted="below"
+    [O] #3153   expected=under    | predicted="below"
+    [O] #3161   expected=under    | predicted="below"
+    [O] #3166   expected=under    | predicted="below"
+    [O] #3170   expected=under    | predicted="below"
+    [O] #3175   expected=under    | predicted="below"
+    [O] #3178   expected=under    | predicted="below"
+    [O] #3179   expected=under    | predicted="below"
+    [O] #3184   expected=under    | predicted="below"
+    [O] #3192   expected=under    | predicted="below"
+    [O] #3193   expected=under    | predicted="below"
+    [O] #3203   expected=under    | predicted="below"
+    [O] #3217   expected=under    | predicted="below"
+    [O] #3221   expected=under    | predicted="below"
+    [O] #3223   expected=under    | predicted="below"
+    [O] #3224   expected=under    | predicted="below"
+    [O] #3229   expected=under    | predicted="below"
+    [O] #3230   expected=under    | predicted="below"
+    [O] #3231   expected=under    | predicted="below"
+    [O] #3234   expected=under    | predicted="below"
+    [O] #3243   expected=under    | predicted="below"
+    [O] #3244   expected=under    | predicted="below"
+    [O] #3246   expected=under    | predicted="below"
+    [O] #3255   expected=under    | predicted="below"
+    [O] #3258   expected=under    | predicted="below"
+    [O] #3260   expected=under    | predicted="below"
+    [O] #3266   expected=under    | predicted="below"
+    [O] #3271   expected=under    | predicted="below"
+    [O] #3273   expected=under    | predicted="below"
+    [O] #3277   expected=under    | predicted="below"
+    [O] #3279   expected=under    | predicted="below"
+    [O] #3284   expected=under    | predicted="below"
+    [O] #3292   expected=under    | predicted="below"
+    [O] #3305   expected=under    | predicted="below"
+    [O] #3307   expected=under    | predicted="below"
+    [O] #3308   expected=under    | predicted="below"
+    [O] #3317   expected=under    | predicted="below"
+    [O] #3319   expected=under    | predicted="below"
+    [O] #3323   expected=under    | predicted="below"
+    [O] #3327   expected=under    | predicted="below"
+    [O] #3329   expected=under    | predicted="below"
+    [O] #3345   expected=under    | predicted="below"
+    [O] #3348   expected=under    | predicted="below"
+    [O] #3351   expected=under    | predicted="below"
+    [O] #3352   expected=under    | predicted="below"
+    [O] #3355   expected=under    | predicted="below"
+    [O] #3365   expected=under    | predicted="below"
+    [O] #3373   expected=under    | predicted="below"
+    [O] #3377   expected=under    | predicted="below"
+    [O] #3388   expected=under    | predicted="below"
+    [O] #3393   expected=under    | predicted="below"
+    [O] #3394   expected=under    | predicted="below"
+    [O] #3405   expected=under    | predicted="below"
+    [O] #3414   expected=under    | predicted="below"
+    [O] #3415   expected=under    | predicted="below"
+    [O] #3420   expected=under    | predicted="below"
+    [O] #3434   expected=under    | predicted="below"
+    [O] #3438   expected=under    | predicted="below"
+    [O] #3444   expected=under    | predicted="below"
+    [O] #3445   expected=under    | predicted="below"
+    [X] #3446   expected=under    | predicted="above"
+    [O] #3453   expected=under    | predicted="below"
+    [O] #3459   expected=under    | predicted="below"
+    [O] #3467   expected=under    | predicted="below"
+    [O] #3485   expected=under    | predicted="below"
+    [O] #3489   expected=under    | predicted="below"
+    [O] #3508   expected=under    | predicted="below"
+    [O] #3526   expected=under    | predicted="below"
+    [O] #3538   expected=under    | predicted="below"
+    [O] #3545   expected=under    | predicted="below"
+    [O] #3560   expected=under    | predicted="below"
+    [O] #3564   expected=under    | predicted="below"
+    [O] #3565   expected=under    | predicted="below"
+    [O] #3573   expected=under    | predicted="below"
+    [O] #3578   expected=under    | predicted="below"
+    [O] #3579   expected=under    | predicted="below"
+    [O] #3581   expected=under    | predicted="below"
+    [O] #3587   expected=under    | predicted="below"
+    [O] #3603   expected=under    | predicted="below"
+    [O] #3605   expected=under    | predicted="below"
+    [O] #3613   expected=under    | predicted="below"
+    [O] #3629   expected=under    | predicted="below"
+    [O] #3639   expected=under    | predicted="below"
+
  far:   0%|          | 0/594 [00:00<?, ?it/s]
                                              

  far:   0%|          | 0/594 [00:00<?, ?it/s]
  far:   0%|          | 1/594 [00:00<06:28,  1.53it/s]
                                                      

  far:   0%|          | 1/594 [00:01<06:28,  1.53it/s]
  far:   0%|          | 2/594 [00:01<07:10,  1.37it/s]
                                                      

  far:   0%|          | 2/594 [00:02<07:10,  1.37it/s]
  far:   1%|          | 3/594 [00:02<07:27,  1.32it/s]
                                                      

  far:   1%|          | 3/594 [00:03<07:27,  1.32it/s]
  far:   1%|          | 4/594 [00:03<07:32,  1.30it/s]
                                                      

  far:   1%|          | 4/594 [00:03<07:32,  1.30it/s]
  far:   1%|          | 5/594 [00:03<06:38,  1.48it/s]
                                                      

  far:   1%|          | 5/594 [00:04<06:38,  1.48it/s]
  far:   1%|          | 6/594 [00:04<07:21,  1.33it/s]
                                                      

  far:   1%|          | 6/594 [00:05<07:21,  1.33it/s]
  far:   1%|          | 7/594 [00:05<07:26,  1.32it/s]
                                                      

  far:   1%|          | 7/594 [00:05<07:26,  1.32it/s]
  far:   1%|▏         | 8/594 [00:05<06:09,  1.58it/s]
                                                      

  far:   1%|▏         | 8/594 [00:05<06:09,  1.58it/s]
  far:   2%|▏         | 9/594 [00:05<05:06,  1.91it/s]
                                                      

  far:   2%|▏         | 9/594 [00:06<05:06,  1.91it/s]
  far:   2%|▏         | 10/594 [00:06<06:08,  1.58it/s]
                                                       

  far:   2%|▏         | 10/594 [00:08<06:08,  1.58it/s]
  far:   2%|▏         | 11/594 [00:08<09:09,  1.06it/s]
                                                       

  far:   2%|▏         | 11/594 [00:09<09:09,  1.06it/s]
  far:   2%|▏         | 12/594 [00:09<08:33,  1.13it/s]
                                                       

  far:   2%|▏         | 12/594 [00:09<08:33,  1.13it/s]
  far:   2%|▏         | 13/594 [00:09<07:39,  1.26it/s]
                                                       

  far:   2%|▏         | 13/594 [00:10<07:39,  1.26it/s]
  far:   2%|▏         | 14/594 [00:10<07:41,  1.26it/s]
                                                       

  far:   2%|▏         | 14/594 [00:11<07:41,  1.26it/s]
  far:   3%|▎         | 15/594 [00:11<08:03,  1.20it/s]
                                                       

  far:   3%|▎         | 15/594 [00:12<08:03,  1.20it/s]
  far:   3%|▎         | 16/594 [00:12<08:03,  1.20it/s]
                                                       

  far:   3%|▎         | 16/594 [00:13<08:03,  1.20it/s]
  far:   3%|▎         | 17/594 [00:13<08:29,  1.13it/s]
                                                       

  far:   3%|▎         | 17/594 [00:13<08:29,  1.13it/s]
  far:   3%|▎         | 18/594 [00:13<07:54,  1.21it/s]
                                                       

  far:   3%|▎         | 18/594 [00:14<07:54,  1.21it/s]
  far:   3%|▎         | 19/594 [00:14<06:58,  1.37it/s]
                                                       

  far:   3%|▎         | 19/594 [00:15<06:58,  1.37it/s]
  far:   3%|▎         | 20/594 [00:15<07:49,  1.22it/s]
                                                       

  far:   3%|▎         | 20/594 [00:16<07:49,  1.22it/s]
  far:   4%|▎         | 21/594 [00:16<08:17,  1.15it/s]
                                                       

  far:   4%|▎         | 21/594 [00:18<08:17,  1.15it/s]
  far:   4%|▎         | 22/594 [00:18<12:44,  1.34s/it]
                                                       

  far:   4%|▎         | 22/594 [00:19<12:44,  1.34s/it]
  far:   4%|▍         | 23/594 [00:19<11:40,  1.23s/it]
                                                       

  far:   4%|▍         | 23/594 [00:20<11:40,  1.23s/it]
  far:   4%|▍         | 24/594 [00:20<10:22,  1.09s/it]
                                                       

  far:   4%|▍         | 24/594 [00:21<10:22,  1.09s/it]
  far:   4%|▍         | 25/594 [00:21<09:08,  1.04it/s]
                                                       

  far:   4%|▍         | 25/594 [00:22<09:08,  1.04it/s]
  far:   4%|▍         | 26/594 [00:22<08:49,  1.07it/s]
                                                       

  far:   4%|▍         | 26/594 [00:23<08:49,  1.07it/s]
  far:   5%|▍         | 27/594 [00:23<09:15,  1.02it/s]
                                                       

  far:   5%|▍         | 27/594 [00:24<09:15,  1.02it/s]
  far:   5%|▍         | 28/594 [00:24<08:42,  1.08it/s]
                                                       

  far:   5%|▍         | 28/594 [00:24<08:42,  1.08it/s]
  far:   5%|▍         | 29/594 [00:24<07:27,  1.26it/s]
                                                       

  far:   5%|▍         | 29/594 [00:25<07:27,  1.26it/s]
  far:   5%|▌         | 30/594 [00:25<08:11,  1.15it/s]
                                                       

  far:   5%|▌         | 30/594 [00:26<08:11,  1.15it/s]
  far:   5%|▌         | 31/594 [00:26<07:54,  1.19it/s]
                                                       

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  far:   5%|▌         | 32/594 [00:27<08:19,  1.13it/s]
                                                       

  far:   5%|▌         | 32/594 [00:27<08:19,  1.13it/s]
  far:   6%|▌         | 33/594 [00:27<07:34,  1.24it/s]
                                                       

  far:   6%|▌         | 33/594 [00:28<07:34,  1.24it/s]
  far:   6%|▌         | 34/594 [00:28<07:18,  1.28it/s]
                                                       

  far:   6%|▌         | 34/594 [00:29<07:18,  1.28it/s]
  far:   6%|▌         | 35/594 [00:29<07:32,  1.23it/s]
                                                       

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  far:   6%|▌         | 36/594 [00:30<07:44,  1.20it/s]
                                                       

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  far:   6%|▌         | 37/594 [00:31<07:05,  1.31it/s]
                                                       

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  far:   6%|▋         | 38/594 [00:31<07:29,  1.24it/s]
                                                       

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  far:   7%|▋         | 39/594 [00:32<07:09,  1.29it/s]
                                                       

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  far:   7%|▋         | 40/594 [00:33<07:05,  1.30it/s]
                                                       

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  far:   7%|▋         | 41/594 [00:34<06:54,  1.33it/s]
                                                       

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  far:   7%|▋         | 42/594 [00:34<07:04,  1.30it/s]
                                                       

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  far:   7%|▋         | 43/594 [00:35<07:27,  1.23it/s]
                                                       

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  far:   7%|▋         | 44/594 [00:36<06:40,  1.37it/s]
                                                       

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  far:   8%|▊         | 45/594 [00:37<06:33,  1.39it/s]
                                                       

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  far:   8%|▊         | 46/594 [00:37<06:45,  1.35it/s]
                                                       

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    [X] #6      expected=far      | predicted="cabinet"
+    [O] #8      expected=far      | predicted="far"
+    [X] #9      expected=far      | predicted="close"
+    [X] #23     expected=far      | predicted="close"
+    [X] #30     expected=far      | predicted="close"
+    [X] #40     expected=far      | predicted="chair"
+    [X] #44     expected=far      | predicted="close"
+    [X] #45     expected=far      | predicted="close"
+    [O] #50     expected=far      | predicted="far"
+    [X] #51     expected=far      | predicted="close"
+    [X] #52     expected=far      | predicted="coffee table is positioned a significant distance from fireplace."
+    [X] #58     expected=far      | predicted="window"
+    [X] #90     expected=far      | predicted="close"
+    [X] #92     expected=far      | predicted="close"
+    [X] #93     expected=far      | predicted="window"
+    [O] #96     expected=far      | predicted="far"
+    [X] #104    expected=far      | predicted="close"
+    [O] #110    expected=far      | predicted="far"
+    [X] #111    expected=far      | predicted="close"
+    [O] #116    expected=far      | predicted="far"
+    [X] #120    expected=far      | predicted="cabinet"
+    [X] #130    expected=far      | predicted="plant is positioned a significant distance from the camera compared to table."
+    [O] #132    expected=far      | predicted="far"
+    [X] #135    expected=far      | predicted="close"
+    [X] #145    expected=far      | predicted="close"
+    [X] #146    expected=far      | predicted="close"
+    [X] #148    expected=far      | predicted="close"
+    [X] #153    expected=far      | predicted="close"
+    [O] #163    expected=far      | predicted="far"
+    [O] #167    expected=far      | predicted="far"
+    [X] #170    expected=far      | predicted="close"
+    [X] #174    expected=far      | predicted="close"
+    [O] #175    expected=far      | predicted="far"
+    [X] #179    expected=far      | predicted="window"
+    [O] #181    expected=far      | predicted="far"
+    [X] #191    expected=far      | predicted="window"
+    [X] #192    expected=far      | predicted="close"
+    [O] #201    expected=far      | predicted="far"
+    [X] #204    expected=far      | predicted="close"
+    [O] #205    expected=far      | predicted="far"
+    [O] #207    expected=far      | predicted="far"
+    [X] #219    expected=far      | predicted="window"
+    [O] #222    expected=far      | predicted="far"
+    [X] #228    expected=far      | predicted="close"
+    [X] #229    expected=far      | predicted="close"
+    [X] #233    expected=far      | predicted="close"
+    [X] #236    expected=far      | predicted="close"
+    [O] #241    expected=far      | predicted="far"
+    [X] #247    expected=far      | predicted="close"
+    [O] #254    expected=far      | predicted="far"
+    [X] #258    expected=far      | predicted="close"
+    [X] #262    expected=far      | predicted="close"
+    [X] #263    expected=far      | predicted="close"
+    [X] #272    expected=far      | predicted="cabinet"
+    [X] #286    expected=far      | predicted="window"
+    [X] #294    expected=far      | predicted="close"
+    [O] #297    expected=far      | predicted="far"
+    [X] #299    expected=far      | predicted="close"
+    [X] #320    expected=far      | predicted="close"
+    [X] #321    expected=far      | predicted="close"
+    [X] #323    expected=far      | predicted="close"
+    [O] #336    expected=far      | predicted="far"
+    [X] #342    expected=far      | predicted="close"
+    [X] #351    expected=far      | predicted="close"
+    [X] #360    expected=far      | predicted="photo is positioned a significant distance from the viewer."
+    [X] #364    expected=far      | predicted="paper is positioned a significant distance from the camera."
+    [X] #376    expected=far      | predicted="window"
+    [X] #397    expected=far      | predicted="close"
+    [X] #401    expected=far      | predicted="night stand is positioned a significant distance from the camera."
+    [X] #410    expected=far      | predicted="cabinet"
+    [X] #412    expected=far      | predicted="close"
+    [X] #419    expected=far      | predicted="close"
+    [X] #420    expected=far      | predicted="close"
+    [X] #424    expected=far      | predicted="close"
+    [X] #431    expected=far      | predicted="close"
+    [X] #438    expected=far      | predicted="close"
+    [X] #442    expected=far      | predicted="close"
+    [X] #444    expected=far      | predicted="fireplace is positioned a significant distance from the camera."
+    [X] #445    expected=far      | predicted="close"
+    [X] #446    expected=far      | predicted="close"
+    [X] #450    expected=far      | predicted="computer"
+    [X] #453    expected=far      | predicted="close"
+    [X] #460    expected=far      | predicted="glass is positioned a significant distance from the viewer."
+    [X] #463    expected=far      | predicted="close"
+    [O] #471    expected=far      | predicted="far"
+    [X] #473    expected=far      | predicted="window"
+    [X] #488    expected=far      | predicted="close"
+    [X] #491    expected=far      | predicted="close"
+    [X] #493    expected=far      | predicted="close"
+    [O] #496    expected=far      | predicted="far"
+    [X] #502    expected=far      | predicted="close"
+    [X] #505    expected=far      | predicted="close"
+    [X] #510    expected=far      | predicted="close"
+    [X] #517    expected=far      | predicted="close"
+    [X] #524    expected=far      | predicted="close"
+    [X] #532    expected=far      | predicted="lamp"
+    [X] #561    expected=far      | predicted="window"
+    [X] #565    expected=far      | predicted="close"
+    [O] #566    expected=far      | predicted="far"
+    [O] #584    expected=far      | predicted="far"
+    [X] #590    expected=far      | predicted="close"
+    [X] #593    expected=far      | predicted="close"
+    [X] #594    expected=far      | predicted="monitor is positioned a significant distance from banister."
+    [X] #595    expected=far      | predicted="close"
+    [X] #605    expected=far      | predicted="close"
+    [X] #629    expected=far      | predicted="close"
+    [O] #631    expected=far      | predicted="far"
+    [X] #634    expected=far      | predicted="close"
+    [X] #635    expected=far      | predicted="close"
+    [X] #638    expected=far      | predicted="cabinet"
+    [O] #640    expected=far      | predicted="far"
+    [O] #645    expected=far      | predicted="far"
+    [X] #648    expected=far      | predicted="close"
+    [X] #660    expected=far      | predicted="close"
+    [X] #673    expected=far      | predicted="close"
+    [O] #674    expected=far      | predicted="far"
+    [O] #681    expected=far      | predicted="far"
+    [X] #683    expected=far      | predicted="close"
+    [X] #699    expected=far      | predicted="window"
+    [O] #702    expected=far      | predicted="far"
+    [X] #720    expected=far      | predicted="close"
+    [O] #727    expected=far      | predicted="far"
+    [X] #732    expected=far      | predicted="close"
+    [X] #739    expected=far      | predicted="close"
+    [X] #761    expected=far      | predicted="cabinet"
+    [O] #764    expected=far      | predicted="far"
+    [X] #767    expected=far      | predicted="close"
+    [X] #774    expected=far      | predicted="close"
+    [X] #776    expected=far      | predicted="close"
+    [X] #778    expected=far      | predicted="close"
+    [X] #804    expected=far      | predicted="close"
+    [X] #808    expected=far      | predicted="window"
+    [X] #811    expected=far      | predicted="close"
+    [X] #813    expected=far      | predicted="close"
+    [O] #814    expected=far      | predicted="far"
+    [X] #832    expected=far      | predicted="close"
+    [O] #837    expected=far      | predicted="far"
+    [O] #839    expected=far      | predicted="far"
+    [X] #841    expected=far      | predicted="close"
+    [X] #851    expected=far      | predicted="close"
+    [O] #854    expected=far      | predicted="far"
+    [X] #857    expected=far      | predicted="close"
+    [O] #870    expected=far      | predicted="far"
+
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    [X] #874    expected=far      | predicted="window"
+    [X] #879    expected=far      | predicted="window"
+    [X] #881    expected=far      | predicted="window"
+    [X] #892    expected=far      | predicted="window"
+    [O] #896    expected=far      | predicted="far"
+    [X] #907    expected=far      | predicted="close"
+    [X] #920    expected=far      | predicted="window"
+    [X] #935    expected=far      | predicted="lamp"
+    [O] #936    expected=far      | predicted="far"
+    [X] #937    expected=far      | predicted="close"
+    [X] #942    expected=far      | predicted="monitor is positioned a significant distance from fan."
+    [O] #946    expected=far      | predicted="far"
+    [O] #965    expected=far      | predicted="far"
+    [X] #966    expected=far      | predicted="close"
+    [O] #967    expected=far      | predicted="far"
+    [X] #977    expected=far      | predicted="window"
+    [X] #999    expected=far      | predicted="close"
+    [O] #1001   expected=far      | predicted="far"
+    [X] #1002   expected=far      | predicted="close"
+    [X] #1006   expected=far      | predicted="desk is positioned a significant distance from the camera compared to fireplace."
+    [X] #1009   expected=far      | predicted="chair"
+    [X] #1011   expected=far      | predicted="close"
+    [O] #1027   expected=far      | predicted="far"
+    [O] #1032   expected=far      | predicted="far"
+    [X] #1033   expected=far      | predicted="close"
+    [X] #1050   expected=far      | predicted="photo is positioned a significant distance from fireplace."
+    [X] #1055   expected=far      | predicted="close"
+    [X] #1056   expected=far      | predicted="close"
+    [X] #1064   expected=far      | predicted="close"
+    [O] #1091   expected=far      | predicted="far"
+    [X] #1096   expected=far      | predicted="close"
+    [X] #1108   expected=far      | predicted="window"
+    [X] #1110   expected=far      | predicted="close"
+    [O] #1111   expected=far      | predicted="far"
+    [X] #1114   expected=far      | predicted="mirror is positioned a significant distance from the viewer."
+    [X] #1118   expected=far      | predicted="close"
+    [X] #1122   expected=far      | predicted="close"
+    [X] #1134   expected=far      | predicted="close"
+    [X] #1142   expected=far      | predicted="close"
+    [X] #1145   expected=far      | predicted="close"
+    [X] #1148   expected=far      | predicted="close"
+    [X] #1160   expected=far      | predicted="close"
+    [X] #1161   expected=far      | predicted="close"
+    [X] #1163   expected=far      | predicted="close"
+    [X] #1166   expected=far      | predicted="close"
+    [X] #1171   expected=far      | predicted="close"
+    [X] #1173   expected=far      | predicted="close"
+    [O] #1186   expected=far      | predicted="far"
+    [X] #1190   expected=far      | predicted="cabinet"
+    [X] #1200   expected=far      | predicted="close"
+    [X] #1202   expected=far      | predicted="close"
+    [X] #1206   expected=far      | predicted="close"
+    [X] #1216   expected=far      | predicted="close"
+    [X] #1227   expected=far      | predicted="close"
+    [X] #1230   expected=far      | predicted="close"
+    [X] #1255   expected=far      | predicted="window is positioned a significant distance from alarmclock."
+    [X] #1261   expected=far      | predicted="close"
+    [X] #1268   expected=far      | predicted="close"
+    [X] #1276   expected=far      | predicted="close"
+    [X] #1280   expected=far      | predicted="close"
+    [X] #1286   expected=far      | predicted="close"
+    [X] #1302   expected=far      | predicted="close"
+    [X] #1303   expected=far      | predicted="close"
+    [X] #1308   expected=far      | predicted="close"
+    [X] #1320   expected=far      | predicted="close"
+    [X] #1323   expected=far      | predicted="close"
+    [X] #1325   expected=far      | predicted="close"
+    [X] #1332   expected=far      | predicted="close"
+    [X] #1342   expected=far      | predicted="close"
+    [X] #1347   expected=far      | predicted="close"
+    [X] #1358   expected=far      | predicted="close"
+    [X] #1361   expected=far      | predicted="close"
+    [O] #1363   expected=far      | predicted="far"
+    [X] #1377   expected=far      | predicted="close"
+    [X] #1384   expected=far      | predicted="cabinet is positioned a significant distance from spatula."
+    [X] #1385   expected=far      | predicted="close"
+    [X] #1395   expected=far      | predicted="close"
+    [X] #1406   expected=far      | predicted="close"
+    [X] #1414   expected=far      | predicted="close"
+    [X] #1441   expected=far      | predicted="close"
+    [X] #1474   expected=far      | predicted="close"
+    [X] #1484   expected=far      | predicted="close"
+    [X] #1494   expected=far      | predicted="close"
+    [X] #1501   expected=far      | predicted="close"
+    [X] #1504   expected=far      | predicted="close"
+    [X] #1508   expected=far      | predicted="mug is positioned a significant distance from countertop."
+    [X] #1513   expected=far      | predicted="close"
+    [X] #1514   expected=far      | predicted="close"
+    [X] #1516   expected=far      | predicted="close"
+    [X] #1518   expected=far      | predicted="close"
+    [X] #1520   expected=far      | predicted="close"
+    [X] #1521   expected=far      | predicted="close"
+    [X] #1527   expected=far      | predicted="close"
+    [X] #1539   expected=far      | predicted="close"
+    [X] #1541   expected=far      | predicted="close"
+    [X] #1549   expected=far      | predicted="close"
+    [X] #1554   expected=far      | predicted="close"
+    [X] #1556   expected=far      | predicted="close"
+    [X] #1574   expected=far      | predicted="cabinet"
+    [X] #1575   expected=far      | predicted="close"
+    [X] #1577   expected=far      | predicted="close"
+    [X] #1590   expected=far      | predicted="window"
+    [X] #1595   expected=far      | predicted="cabinet is positioned a significant distance from the viewer."
+    [X] #1606   expected=far      | predicted="window"
+    [X] #1609   expected=far      | predicted="close"
+    [X] #1610   expected=far      | predicted="close"
+    [X] #1624   expected=far      | predicted="close"
+    [X] #1631   expected=far      | predicted="close"
+    [X] #1636   expected=far      | predicted="close"
+    [X] #1653   expected=far      | predicted="close"
+    [X] #1655   expected=far      | predicted="cup is positioned a significant distance from countertop."
+    [X] #1661   expected=far      | predicted="close"
+    [X] #1664   expected=far      | predicted="close"
+    [X] #1668   expected=far      | predicted="close"
+    [X] #1673   expected=far      | predicted="close"
+    [X] #1676   expected=far      | predicted="close"
+    [X] #1683   expected=far      | predicted="close"
+    [X] #1686   expected=far      | predicted="close"
+    [X] #1695   expected=far      | predicted="close"
+    [X] #1705   expected=far      | predicted="cabinet is positioned a significant distance from spatula."
+    [X] #1718   expected=far      | predicted="close"
+    [X] #1721   expected=far      | predicted="close"
+    [X] #1737   expected=far      | predicted="close"
+    [X] #1743   expected=far      | predicted="close"
+    [X] #1748   expected=far      | predicted="close"
+    [X] #1750   expected=far      | predicted="close"
+    [X] #1753   expected=far      | predicted="close"
+    [X] #1758   expected=far      | predicted="close"
+    [X] #1760   expected=far      | predicted="close"
+    [X] #1761   expected=far      | predicted="close"
+    [X] #1762   expected=far      | predicted="close"
+    [X] #1786   expected=far      | predicted="close"
+    [X] #1787   expected=far      | predicted="close"
+    [X] #1788   expected=far      | predicted="close"
+    [X] #1819   expected=far      | predicted="close"
+    [X] #1830   expected=far      | predicted="close"
+    [X] #1837   expected=far      | predicted="close"
+    [X] #1838   expected=far      | predicted="close"
+    [X] #1839   expected=far      | predicted="close"
+    [X] #1846   expected=far      | predicted="close"
+    [X] #1859   expected=far      | predicted="close"
+
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    [X] #1861   expected=far      | predicted="close"
+    [X] #1866   expected=far      | predicted="close"
+    [X] #1875   expected=far      | predicted="glassbottle is positioned a significant distance from the anchor potato."
+    [X] #1876   expected=far      | predicted="close"
+    [X] #1878   expected=far      | predicted="close"
+    [X] #1880   expected=far      | predicted="close"
+    [X] #1912   expected=far      | predicted="close"
+    [X] #1913   expected=far      | predicted="close"
+    [X] #1920   expected=far      | predicted="painting is positioned a significant distance from laptop."
+    [X] #1924   expected=far      | predicted="close"
+    [X] #1929   expected=far      | predicted="close"
+    [X] #1932   expected=far      | predicted="plate is positioned a significant distance from the viewer."
+    [X] #1938   expected=far      | predicted="close"
+    [X] #1943   expected=far      | predicted="close"
+    [X] #1950   expected=far      | predicted="close"
+    [X] #1952   expected=far      | predicted="close"
+    [X] #1959   expected=far      | predicted="close"
+    [X] #1962   expected=far      | predicted="close"
+    [X] #1971   expected=far      | predicted="glassbottle is positioned a significant distance from cup."
+    [X] #1978   expected=far      | predicted="bowl is positioned a significant distance from the viewer."
+    [X] #1991   expected=far      | predicted="close"
+    [X] #1992   expected=far      | predicted="close"
+    [X] #1995   expected=far      | predicted="close"
+    [X] #1997   expected=far      | predicted="close"
+    [X] #2018   expected=far      | predicted="cabinet is positioned a significant distance from window."
+    [X] #2025   expected=far      | predicted="close"
+    [X] #2029   expected=far      | predicted="close"
+    [X] #2033   expected=far      | predicted="close"
+    [X] #2040   expected=far      | predicted="close"
+    [X] #2045   expected=far      | predicted="close"
+    [X] #2047   expected=far      | predicted="close"
+    [X] #2055   expected=far      | predicted="close"
+    [X] #2063   expected=far      | predicted="close"
+    [X] #2068   expected=far      | predicted="close"
+    [X] #2070   expected=far      | predicted="close"
+    [X] #2075   expected=far      | predicted="close"
+    [X] #2077   expected=far      | predicted="close"
+    [X] #2083   expected=far      | predicted="close"
+    [X] #2092   expected=far      | predicted="close"
+    [X] #2098   expected=far      | predicted="close"
+    [X] #2100   expected=far      | predicted="close"
+    [X] #2102   expected=far      | predicted="close"
+    [X] #2107   expected=far      | predicted="close"
+    [X] #2109   expected=far      | predicted="close"
+    [X] #2116   expected=far      | predicted="close"
+    [X] #2118   expected=far      | predicted="close"
+    [X] #2122   expected=far      | predicted="close"
+    [X] #2129   expected=far      | predicted="close"
+    [X] #2135   expected=far      | predicted="close"
+    [X] #2140   expected=far      | predicted="close"
+    [X] #2147   expected=far      | predicted="close"
+    [X] #2149   expected=far      | predicted="close"
+    [X] #2157   expected=far      | predicted="close"
+    [X] #2158   expected=far      | predicted="glassbottle is positioned a significant distance from the anchor potato."
+    [X] #2165   expected=far      | predicted="close"
+    [X] #2167   expected=far      | predicted="close"
+    [X] #2172   expected=far      | predicted="close"
+    [X] #2174   expected=far      | predicted="mug is positioned a significant distance from the camera compared to toaster."
+    [X] #2178   expected=far      | predicted="close"
+    [X] #2180   expected=far      | predicted="close"
+    [X] #2187   expected=far      | predicted="close"
+    [X] #2204   expected=far      | predicted="close"
+    [X] #2205   expected=far      | predicted="close"
+    [X] #2207   expected=far      | predicted="close"
+    [X] #2210   expected=far      | predicted="close"
+    [X] #2213   expected=far      | predicted="close"
+    [X] #2216   expected=far      | predicted="close"
+    [X] #2218   expected=far      | predicted="cup is positioned a significant distance from soapbottle."
+    [X] #2224   expected=far      | predicted="painting is positioned a significant distance from the viewer."
+    [X] #2231   expected=far      | predicted="close"
+    [X] #2234   expected=far      | predicted="close"
+    [O] #2240   expected=far      | predicted="far"
+    [X] #2241   expected=far      | predicted="close"
+    [X] #2242   expected=far      | predicted="close"
+    [X] #2256   expected=far      | predicted="close"
+    [X] #2264   expected=far      | predicted="close"
+    [X] #2267   expected=far      | predicted="close"
+    [X] #2273   expected=far      | predicted="glassbottle is positioned a significant distance from the viewer."
+    [X] #2274   expected=far      | predicted="close"
+    [X] #2283   expected=far      | predicted="close"
+    [X] #2292   expected=far      | predicted="close"
+    [X] #2293   expected=far      | predicted="close"
+    [X] #2297   expected=far      | predicted="close"
+    [X] #2300   expected=far      | predicted="cup is positioned a significant distance from bread."
+    [X] #2308   expected=far      | predicted="close"
+    [X] #2311   expected=far      | predicted="close"
+    [X] #2317   expected=far      | predicted="close"
+    [X] #2318   expected=far      | predicted="close"
+    [X] #2323   expected=far      | predicted="close"
+    [X] #2333   expected=far      | predicted="close"
+    [X] #2341   expected=far      | predicted="close"
+    [X] #2342   expected=far      | predicted="close"
+    [X] #2346   expected=far      | predicted="close"
+    [X] #2357   expected=far      | predicted="close"
+    [X] #2358   expected=far      | predicted="close"
+    [X] #2360   expected=far      | predicted="glassbottle is positioned a significant distance from toaster."
+    [X] #2361   expected=far      | predicted="mug is positioned a significant distance from alarmclock."
+    [X] #2370   expected=far      | predicted="close"
+    [X] #2376   expected=far      | predicted="close"
+    [X] #2377   expected=far      | predicted="close"
+    [X] #2380   expected=far      | predicted="close"
+    [X] #2381   expected=far      | predicted="close"
+    [X] #2382   expected=far      | predicted="close"
+    [X] #2395   expected=far      | predicted="close"
+    [X] #2410   expected=far      | predicted="close"
+    [X] #2416   expected=far      | predicted="close"
+    [O] #2418   expected=far      | predicted="far"
+    [X] #2434   expected=far      | predicted="close"
+    [X] #2436   expected=far      | predicted="book is positioned a significant distance from the camera."
+    [X] #2437   expected=far      | predicted="close"
+    [O] #2447   expected=far      | predicted="far"
+    [X] #2448   expected=far      | predicted="close"
+    [X] #2453   expected=far      | predicted="window"
+    [X] #2458   expected=far      | predicted="close"
+    [X] #2470   expected=far      | predicted="close"
+    [X] #2477   expected=far      | predicted="close"
+    [X] #2491   expected=far      | predicted="close"
+    [O] #2518   expected=far      | predicted="far"
+    [X] #2526   expected=far      | predicted="close"
+    [X] #2530   expected=far      | predicted="close"
+    [X] #2540   expected=far      | predicted="close"
+    [X] #2544   expected=far      | predicted="close"
+    [X] #2546   expected=far      | predicted="close"
+    [X] #2556   expected=far      | predicted="close"
+    [X] #2560   expected=far      | predicted="window"
+    [X] #2561   expected=far      | predicted="close"
+    [X] #2570   expected=far      | predicted="close"
+    [X] #2573   expected=far      | predicted="close"
+    [X] #2578   expected=far      | predicted="mirror"
+    [X] #2580   expected=far      | predicted="lamp"
+    [O] #2583   expected=far      | predicted="far"
+    [O] #2586   expected=far      | predicted="far"
+    [X] #2593   expected=far      | predicted="close"
+    [X] #2599   expected=far      | predicted="close"
+    [X] #2606   expected=far      | predicted="close"
+    [O] #2612   expected=far      | predicted="far"
+
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    [O] #2619   expected=far      | predicted="far"
+    [O] #2624   expected=far      | predicted="far"
+    [X] #2625   expected=far      | predicted="close"
+    [X] #2631   expected=far      | predicted="close"
+    [X] #2639   expected=far      | predicted="close"
+    [X] #2641   expected=far      | predicted="close"
+    [X] #2646   expected=far      | predicted="close"
+    [O] #2649   expected=far      | predicted="far"
+    [X] #2650   expected=far      | predicted="close"
+    [X] #2660   expected=far      | predicted="close"
+    [X] #2661   expected=far      | predicted="close"
+    [O] #2670   expected=far      | predicted="far"
+    [X] #2676   expected=far      | predicted="close"
+    [X] #2678   expected=far      | predicted="close"
+    [X] #2679   expected=far      | predicted="close"
+    [X] #2680   expected=far      | predicted="close"
+    [X] #2685   expected=far      | predicted="close"
+    [X] #2702   expected=far      | predicted="cabinet"
+    [X] #2734   expected=far      | predicted="close"
+    [X] #2739   expected=far      | predicted="close"
+    [X] #2745   expected=far      | predicted="window"
+    [X] #2747   expected=far      | predicted="close"
+    [X] #2753   expected=far      | predicted="close"
+    [X] #2755   expected=far      | predicted="cabinet"
+    [X] #2769   expected=far      | predicted="close"
+    [X] #2772   expected=far      | predicted="close"
+    [X] #2773   expected=far      | predicted="close"
+    [X] #2776   expected=far      | predicted="close"
+    [X] #2785   expected=far      | predicted="close"
+    [X] #2786   expected=far      | predicted="close"
+    [X] #2798   expected=far      | predicted="close"
+    [X] #2800   expected=far      | predicted="close"
+    [X] #2807   expected=far      | predicted="window"
+    [X] #2816   expected=far      | predicted="close"
+    [X] #2818   expected=far      | predicted="close"
+    [X] #2821   expected=far      | predicted="pillow"
+    [X] #2822   expected=far      | predicted="close"
+    [X] #2825   expected=far      | predicted="close"
+    [O] #2830   expected=far      | predicted="far"
+    [X] #2834   expected=far      | predicted="close"
+    [X] #2854   expected=far      | predicted="close"
+    [X] #2856   expected=far      | predicted="close"
+    [X] #2860   expected=far      | predicted="close"
+    [X] #2862   expected=far      | predicted="close"
+    [X] #2863   expected=far      | predicted="close"
+    [X] #2878   expected=far      | predicted="close"
+    [X] #2895   expected=far      | predicted="close"
+    [X] #2899   expected=far      | predicted="close"
+    [X] #2903   expected=far      | predicted="close"
+    [X] #2911   expected=far      | predicted="clothes"
+    [X] #2917   expected=far      | predicted="close"
+    [X] #2919   expected=far      | predicted="close"
+    [X] #2920   expected=far      | predicted="close"
+    [X] #2931   expected=far      | predicted="close"
+    [X] #2960   expected=far      | predicted="close"
+    [O] #2965   expected=far      | predicted="far"
+    [X] #2970   expected=far      | predicted="close"
+    [O] #2971   expected=far      | predicted="far"
+    [X] #2978   expected=far      | predicted="close"
+    [X] #2979   expected=far      | predicted="close"
+    [O] #2982   expected=far      | predicted="far"
+    [X] #2983   expected=far      | predicted="close"
+    [O] #2988   expected=far      | predicted="far"
+    [X] #2991   expected=far      | predicted="close"
+    [X] #2994   expected=far      | predicted="chair"
+    [X] #3001   expected=far      | predicted="cabinet"
+    [X] #3004   expected=far      | predicted="close"
+    [X] #3014   expected=far      | predicted="close"
+    [X] #3017   expected=far      | predicted="close"
+    [X] #3030   expected=far      | predicted="close"
+    [X] #3039   expected=far      | predicted="close"
+    [X] #3041   expected=far      | predicted="close"
+    [X] #3044   expected=far      | predicted="close"
+    [X] #3056   expected=far      | predicted="close"
+    [X] #3064   expected=far      | predicted="close"
+    [O] #3065   expected=far      | predicted="far"
+    [O] #3066   expected=far      | predicted="far"
+    [X] #3067   expected=far      | predicted="close"
+    [X] #3070   expected=far      | predicted="close"
+    [X] #3095   expected=far      | predicted="close"
+    [X] #3097   expected=far      | predicted="close"
+    [X] #3103   expected=far      | predicted="close"
+    [O] #3110   expected=far      | predicted="far"
+    [X] #3116   expected=far      | predicted="close"
+    [X] #3124   expected=far      | predicted="close"
+    [O] #3125   expected=far      | predicted="far"
+    [X] #3126   expected=far      | predicted="window"
+    [X] #3128   expected=far      | predicted="close"
+    [O] #3129   expected=far      | predicted="far"
+    [O] #3136   expected=far      | predicted="far"
+    [X] #3144   expected=far      | predicted="window"
+    [X] #3151   expected=far      | predicted="close"
+    [X] #3154   expected=far      | predicted="close"
+    [X] #3157   expected=far      | predicted="close"
+    [O] #3163   expected=far      | predicted="far"
+    [X] #3168   expected=far      | predicted="close"
+    [X] #3176   expected=far      | predicted="close"
+    [O] #3180   expected=far      | predicted="far"
+    [X] #3195   expected=far      | predicted="close"
+    [X] #3202   expected=far      | predicted="clothes"
+    [X] #3208   expected=far      | predicted="close"
+    [X] #3212   expected=far      | predicted="close"
+    [X] #3213   expected=far      | predicted="close"
+    [X] #3228   expected=far      | predicted="close"
+    [X] #3232   expected=far      | predicted="close"
+    [X] #3245   expected=far      | predicted="close"
+    [X] #3253   expected=far      | predicted="bag is positioned a significant distance from window."
+    [X] #3261   expected=far      | predicted="close"
+    [X] #3263   expected=far      | predicted="close"
+    [X] #3270   expected=far      | predicted="close"
+    [O] #3275   expected=far      | predicted="far"
+    [X] #3278   expected=far      | predicted="close"
+    [O] #3282   expected=far      | predicted="far"
+    [X] #3285   expected=far      | predicted="close"
+    [O] #3290   expected=far      | predicted="far"
+    [X] #3304   expected=far      | predicted="window"
+    [X] #3321   expected=far      | predicted="close"
+    [X] #3326   expected=far      | predicted="close"
+    [X] #3328   expected=far      | predicted="close"
+    [X] #3332   expected=far      | predicted="counter"
+    [X] #3333   expected=far      | predicted="close"
+    [X] #3334   expected=far      | predicted="close"
+    [O] #3335   expected=far      | predicted="far"
+    [X] #3337   expected=far      | predicted="close"
+    [X] #3363   expected=far      | predicted="close"
+    [O] #3369   expected=far      | predicted="far"
+    [O] #3375   expected=far      | predicted="far"
+    [X] #3379   expected=far      | predicted="close"
+    [X] #3385   expected=far      | predicted="close"
+    [X] #3386   expected=far      | predicted="close"
+    [O] #3396   expected=far      | predicted="far"
+    [X] #3400   expected=far      | predicted="close"
+    [X] #3418   expected=far      | predicted="close"
+    [X] #3422   expected=far      | predicted="lamp"
+    [O] #3423   expected=far      | predicted="far"
+    [X] #3426   expected=far      | predicted="close"
+    [X] #3430   expected=far      | predicted="window"
+    [X] #3435   expected=far      | predicted="close"
+    [O] #3441   expected=far      | predicted="far"
+    [X] #3442   expected=far      | predicted="close"
+    [X] #3447   expected=far      | predicted="lamp"
+    [X] #3454   expected=far      | predicted="close"
+    [X] #3457   expected=far      | predicted="window"
+    [X] #3465   expected=far      | predicted="close"
+    [O] #3470   expected=far      | predicted="far"
+    [X] #3481   expected=far      | predicted="close"
+    [X] #3483   expected=far      | predicted="close"
+    [X] #3495   expected=far      | predicted="close"
+    [X] #3503   expected=far      | predicted="close"
+    [X] #3514   expected=far      | predicted="close"
+    [X] #3515   expected=far      | predicted="close"
+
  far:  96%|█████████▌| 571/594 [08:23<00:23,  1.00s/it]
  far:  96%|█████████▋| 572/594 [08:23<00:22,  1.01s/it]
                                                        

  far:  96%|█████████▋| 572/594 [08:23<00:22,  1.01s/it]
  far:  96%|█████████▋| 573/594 [08:23<00:18,  1.12it/s]
                                                        

  far:  96%|█████████▋| 573/594 [08:24<00:18,  1.12it/s]
  far:  97%|█████████▋| 574/594 [08:24<00:16,  1.21it/s]
                                                        

  far:  97%|█████████▋| 574/594 [08:25<00:16,  1.21it/s]
  far:  97%|█████████▋| 575/594 [08:25<00:14,  1.35it/s]
                                                        

  far:  97%|█████████▋| 575/594 [08:26<00:14,  1.35it/s]
  far:  97%|█████████▋| 576/594 [08:26<00:14,  1.26it/s]
                                                        

  far:  97%|█████████▋| 576/594 [08:27<00:14,  1.26it/s]
  far:  97%|█████████▋| 577/594 [08:27<00:15,  1.13it/s]
                                                        

  far:  97%|█████████▋| 577/594 [08:27<00:15,  1.13it/s]
  far:  97%|█████████▋| 578/594 [08:27<00:13,  1.18it/s]
                                                        

  far:  97%|█████████▋| 578/594 [08:28<00:13,  1.18it/s]
  far:  97%|█████████▋| 579/594 [08:28<00:13,  1.12it/s]
                                                        

  far:  97%|█████████▋| 579/594 [08:29<00:13,  1.12it/s]
  far:  98%|█████████▊| 580/594 [08:29<00:12,  1.14it/s]
                                                        

  far:  98%|█████████▊| 580/594 [08:30<00:12,  1.14it/s]
  far:  98%|█████████▊| 581/594 [08:30<00:11,  1.11it/s]
                                                        

  far:  98%|█████████▊| 581/594 [08:31<00:11,  1.11it/s]
  far:  98%|█████████▊| 582/594 [08:31<00:11,  1.00it/s]
                                                        

  far:  98%|█████████▊| 582/594 [08:32<00:11,  1.00it/s]
  far:  98%|█████████▊| 583/594 [08:32<00:10,  1.00it/s]
                                                        

  far:  98%|█████████▊| 583/594 [08:33<00:10,  1.00it/s]
  far:  98%|█████████▊| 584/594 [08:33<00:08,  1.15it/s]
                                                        

  far:  98%|█████████▊| 584/594 [08:34<00:08,  1.15it/s]
  far:  98%|█████████▊| 585/594 [08:34<00:07,  1.26it/s]
                                                        

  far:  98%|█████████▊| 585/594 [08:35<00:07,  1.26it/s]
  far:  99%|█████████▊| 586/594 [08:35<00:07,  1.08it/s]
                                                        

  far:  99%|█████████▊| 586/594 [08:36<00:07,  1.08it/s]
  far:  99%|█████████▉| 587/594 [08:36<00:06,  1.06it/s]
                                                        

  far:  99%|█████████▉| 587/594 [08:36<00:06,  1.06it/s]
  far:  99%|█████████▉| 588/594 [08:36<00:04,  1.20it/s]
                                                        

  far:  99%|█████████▉| 588/594 [08:38<00:04,  1.20it/s]
  far:  99%|█████████▉| 589/594 [08:38<00:05,  1.01s/it]
                                                        

  far:  99%|█████████▉| 589/594 [08:39<00:05,  1.01s/it]
  far:  99%|█████████▉| 590/594 [08:39<00:04,  1.01s/it]
                                                        

  far:  99%|█████████▉| 590/594 [08:39<00:04,  1.01s/it]
  far:  99%|█████████▉| 591/594 [08:39<00:02,  1.13it/s]
                                                        

  far:  99%|█████████▉| 591/594 [08:41<00:02,  1.13it/s]
  far: 100%|█████████▉| 592/594 [08:41<00:01,  1.03it/s]
                                                        

  far: 100%|█████████▉| 592/594 [08:42<00:01,  1.03it/s]
  far: 100%|█████████▉| 593/594 [08:42<00:00,  1.03it/s]
                                                        

  far: 100%|█████████▉| 593/594 [08:43<00:00,  1.03it/s]
  far: 100%|██████████| 594/594 [08:43<00:00,  1.01s/it]
  far: 100%|██████████| 594/594 [08:43<00:00,  1.14it/s]
+2026-02-19 16:30:08,717 - INFO -   far: 594/594 extracted | correct=82, incorrect=512, accuracy=13.8%
+2026-02-19 16:30:08,717 - INFO - Processing category: close (612 samples)
+    [X] #3517   expected=far      | predicted="close"
+    [X] #3522   expected=far      | predicted="close"
+    [X] #3531   expected=far      | predicted="close"
+    [X] #3533   expected=far      | predicted="close"
+    [X] #3539   expected=far      | predicted="curtain"
+    [X] #3549   expected=far      | predicted="close"
+    [X] #3554   expected=far      | predicted="close"
+    [X] #3555   expected=far      | predicted="close"
+    [X] #3557   expected=far      | predicted="window"
+    [X] #3572   expected=far      | predicted="close"
+    [O] #3580   expected=far      | predicted="far"
+    [X] #3586   expected=far      | predicted="close"
+    [X] #3590   expected=far      | predicted="close"
+    [X] #3593   expected=far      | predicted="close"
+    [X] #3600   expected=far      | predicted="close"
+    [X] #3610   expected=far      | predicted="close"
+    [X] #3611   expected=far      | predicted="close"
+    [X] #3612   expected=far      | predicted="window"
+    [X] #3614   expected=far      | predicted="close"
+    [X] #3618   expected=far      | predicted="close"
+    [X] #3620   expected=far      | predicted="close"
+    [X] #3624   expected=far      | predicted="close"
+    [X] #3625   expected=far      | predicted="close"
+
  close:   0%|          | 0/612 [00:00<?, ?it/s]
                                                

  close:   0%|          | 0/612 [00:00<?, ?it/s]
  close:   0%|          | 1/612 [00:00<08:28,  1.20it/s]
                                                        

  close:   0%|          | 1/612 [00:01<08:28,  1.20it/s]
  close:   0%|          | 2/612 [00:01<07:39,  1.33it/s]
                                                        

  close:   0%|          | 2/612 [00:02<07:39,  1.33it/s]
  close:   0%|          | 3/612 [00:02<08:29,  1.20it/s]
                                                        

  close:   0%|          | 3/612 [00:03<08:29,  1.20it/s]
  close:   1%|          | 4/612 [00:03<08:35,  1.18it/s]
                                                        

  close:   1%|          | 4/612 [00:04<08:35,  1.18it/s]
  close:   1%|          | 5/612 [00:04<09:16,  1.09it/s]
                                                        

  close:   1%|          | 5/612 [00:04<09:16,  1.09it/s]
  close:   1%|          | 6/612 [00:04<07:42,  1.31it/s]
                                                        

  close:   1%|          | 6/612 [00:05<07:42,  1.31it/s]
  close:   1%|          | 7/612 [00:05<07:21,  1.37it/s]
                                                        

  close:   1%|          | 7/612 [00:06<07:21,  1.37it/s]
  close:   1%|▏         | 8/612 [00:06<07:42,  1.31it/s]
                                                        

  close:   1%|▏         | 8/612 [00:06<07:42,  1.31it/s]
  close:   1%|▏         | 9/612 [00:06<06:12,  1.62it/s]
                                                        

  close:   1%|▏         | 9/612 [00:07<06:12,  1.62it/s]
  close:   2%|▏         | 10/612 [00:07<06:28,  1.55it/s]
                                                         

  close:   2%|▏         | 10/612 [00:08<06:28,  1.55it/s]
  close:   2%|▏         | 11/612 [00:08<06:51,  1.46it/s]
                                                         

  close:   2%|▏         | 11/612 [00:08<06:51,  1.46it/s]
  close:   2%|▏         | 12/612 [00:08<06:45,  1.48it/s]
                                                         

  close:   2%|▏         | 12/612 [00:09<06:45,  1.48it/s]
  close:   2%|▏         | 13/612 [00:09<05:53,  1.70it/s]
                                                         

  close:   2%|▏         | 13/612 [00:09<05:53,  1.70it/s]
  close:   2%|▏         | 14/612 [00:09<05:47,  1.72it/s]
                                                         

  close:   2%|▏         | 14/612 [00:10<05:47,  1.72it/s]
  close:   2%|▏         | 15/612 [00:10<06:27,  1.54it/s]
                                                         

  close:   2%|▏         | 15/612 [00:11<06:27,  1.54it/s]
  close:   3%|▎         | 16/612 [00:11<06:28,  1.53it/s]
                                                         

  close:   3%|▎         | 16/612 [00:12<06:28,  1.53it/s]
  close:   3%|▎         | 17/612 [00:12<07:17,  1.36it/s]
                                                         

  close:   3%|▎         | 17/612 [00:12<07:17,  1.36it/s]
  close:   3%|▎         | 18/612 [00:12<07:22,  1.34it/s]
                                                         

  close:   3%|▎         | 18/612 [00:13<07:22,  1.34it/s]
  close:   3%|▎         | 19/612 [00:13<08:25,  1.17it/s]
                                                         

  close:   3%|▎         | 19/612 [00:14<08:25,  1.17it/s]
  close:   3%|▎         | 20/612 [00:14<08:25,  1.17it/s]
                                                         

  close:   3%|▎         | 20/612 [00:15<08:25,  1.17it/s]
  close:   3%|▎         | 21/612 [00:15<08:33,  1.15it/s]
                                                         

  close:   3%|▎         | 21/612 [00:16<08:33,  1.15it/s]
  close:   4%|▎         | 22/612 [00:16<09:17,  1.06it/s]
                                                         

  close:   4%|▎         | 22/612 [00:17<09:17,  1.06it/s]
  close:   4%|▍         | 23/612 [00:17<08:46,  1.12it/s]
                                                         

  close:   4%|▍         | 23/612 [00:18<08:46,  1.12it/s]
  close:   4%|▍         | 24/612 [00:18<08:25,  1.16it/s]
                                                         

  close:   4%|▍         | 24/612 [00:19<08:25,  1.16it/s]
  close:   4%|▍         | 25/612 [00:19<10:03,  1.03s/it]
                                                         

  close:   4%|▍         | 25/612 [00:20<10:03,  1.03s/it]
  close:   4%|▍         | 26/612 [00:20<09:19,  1.05it/s]
                                                         

  close:   4%|▍         | 26/612 [00:21<09:19,  1.05it/s]
  close:   4%|▍         | 27/612 [00:21<08:41,  1.12it/s]
                                                         

  close:   4%|▍         | 27/612 [00:22<08:41,  1.12it/s]
  close:   5%|▍         | 28/612 [00:22<08:54,  1.09it/s]
                                                         

  close:   5%|▍         | 28/612 [00:23<08:54,  1.09it/s]
  close:   5%|▍         | 29/612 [00:23<09:33,  1.02it/s]
                                                         

  close:   5%|▍         | 29/612 [00:24<09:33,  1.02it/s]
  close:   5%|▍         | 30/612 [00:24<09:05,  1.07it/s]
                                                         

  close:   5%|▍         | 30/612 [00:24<09:05,  1.07it/s]
  close:   5%|▌         | 31/612 [00:24<07:53,  1.23it/s]
                                                         

  close:   5%|▌         | 31/612 [00:26<07:53,  1.23it/s]
  close:   5%|▌         | 32/612 [00:26<09:41,  1.00s/it]
                                                         

  close:   5%|▌         | 32/612 [00:27<09:41,  1.00s/it]
  close:   5%|▌         | 33/612 [00:27<08:53,  1.08it/s]
                                                         

  close:   5%|▌         | 33/612 [00:28<08:53,  1.08it/s]
  close:   6%|▌         | 34/612 [00:28<09:09,  1.05it/s]
                                                         

  close:   6%|▌         | 34/612 [00:28<09:09,  1.05it/s]
  close:   6%|▌         | 35/612 [00:28<07:38,  1.26it/s]
                                                         

  close:   6%|▌         | 35/612 [00:28<07:38,  1.26it/s]
  close:   6%|▌         | 36/612 [00:28<06:49,  1.41it/s]
                                                         

  close:   6%|▌         | 36/612 [00:29<06:49,  1.41it/s]
  close:   6%|▌         | 37/612 [00:29<06:51,  1.40it/s]
                                                         

  close:   6%|▌         | 37/612 [00:31<06:51,  1.40it/s]
  close:   6%|▌         | 38/612 [00:31<08:33,  1.12it/s]
                                                         

  close:   6%|▌         | 38/612 [00:31<08:33,  1.12it/s]
  close:   6%|▋         | 39/612 [00:31<08:43,  1.09it/s]
                                                         

  close:   6%|▋         | 39/612 [00:32<08:43,  1.09it/s]
  close:   7%|▋         | 40/612 [00:32<07:45,  1.23it/s]
                                                         

  close:   7%|▋         | 40/612 [00:32<07:45,  1.23it/s]
  close:   7%|▋         | 41/612 [00:32<06:39,  1.43it/s]
                                                         

  close:   7%|▋         | 41/612 [00:33<06:39,  1.43it/s]
  close:   7%|▋         | 42/612 [00:33<07:01,  1.35it/s]
                                                         

  close:   7%|▋         | 42/612 [00:34<07:01,  1.35it/s]
  close:   7%|▋         | 43/612 [00:34<06:45,  1.40it/s]
                                                         

  close:   7%|▋         | 43/612 [00:35<06:45,  1.40it/s]
  close:   7%|▋         | 44/612 [00:35<06:33,  1.44it/s]
                                                         

  close:   7%|▋         | 44/612 [00:35<06:33,  1.44it/s]
  close:   7%|▋         | 45/612 [00:35<06:56,  1.36it/s]
                                                         

  close:   7%|▋         | 45/612 [00:36<06:56,  1.36it/s]
  close:   8%|▊         | 46/612 [00:36<07:05,  1.33it/s]
                                                         

  close:   8%|▊         | 46/612 [00:37<07:05,  1.33it/s]
  close:   8%|▊         | 47/612 [00:37<06:37,  1.42it/s]
                                                         

  close:   8%|▊         | 47/612 [00:38<06:37,  1.42it/s]
  close:   8%|▊         | 48/612 [00:38<07:10,  1.31it/s]
                                                         

  close:   8%|▊         | 48/612 [00:38<07:10,  1.31it/s]
  close:   8%|▊         | 49/612 [00:38<07:07,  1.32it/s]
                                                         

  close:   8%|▊         | 49/612 [00:39<07:07,  1.32it/s]
  close:   8%|▊         | 50/612 [00:39<07:24,  1.26it/s]
                                                         

  close:   8%|▊         | 50/612 [00:40<07:24,  1.26it/s]
  close:   8%|▊         | 51/612 [00:40<07:38,  1.22it/s]
                                                         

  close:   8%|▊         | 51/612 [00:41<07:38,  1.22it/s]
  close:   8%|▊         | 52/612 [00:41<07:17,  1.28it/s]
                                                         

  close:   8%|▊         | 52/612 [00:42<07:17,  1.28it/s]
  close:   9%|▊         | 53/612 [00:42<08:16,  1.13it/s]
                                                         

  close:   9%|▊         | 53/612 [00:43<08:16,  1.13it/s]
  close:   9%|▉         | 54/612 [00:43<07:39,  1.21it/s]
                                                         

  close:   9%|▉         | 54/612 [00:44<07:39,  1.21it/s]
  close:   9%|▉         | 55/612 [00:44<08:35,  1.08it/s]
                                                         

  close:   9%|▉         | 55/612 [00:45<08:35,  1.08it/s]
  close:   9%|▉         | 56/612 [00:45<08:40,  1.07it/s]
                                                         

  close:   9%|▉         | 56/612 [00:46<08:40,  1.07it/s]
  close:   9%|▉         | 57/612 [00:46<09:15,  1.00s/it]
                                                         

  close:   9%|▉         | 57/612 [00:47<09:15,  1.00s/it]
  close:   9%|▉         | 58/612 [00:47<08:12,  1.12it/s]
                                                         

  close:   9%|▉         | 58/612 [00:47<08:12,  1.12it/s]
  close:  10%|▉         | 59/612 [00:47<06:36,  1.39it/s]
                                                         

  close:  10%|▉         | 59/612 [00:47<06:36,  1.39it/s]
  close:  10%|▉         | 60/612 [00:47<05:42,  1.61it/s]
                                                         

  close:  10%|▉         | 60/612 [00:48<05:42,  1.61it/s]
  close:  10%|▉         | 61/612 [00:48<06:03,  1.51it/s]
                                                         

  close:  10%|▉         | 61/612 [00:49<06:03,  1.51it/s]
  close:  10%|█         | 62/612 [00:49<06:10,  1.49it/s]
                                                         

  close:  10%|█         | 62/612 [00:50<06:10,  1.49it/s]
  close:  10%|█         | 63/612 [00:50<07:25,  1.23it/s]
                                                         

  close:  10%|█         | 63/612 [00:51<07:25,  1.23it/s]
  close:  10%|█         | 64/612 [00:51<07:17,  1.25it/s]
                                                         

  close:  10%|█         | 64/612 [00:51<07:17,  1.25it/s]
  close:  11%|█         | 65/612 [00:51<07:08,  1.28it/s]
                                                         

  close:  11%|█         | 65/612 [00:52<07:08,  1.28it/s]
  close:  11%|█         | 66/612 [00:52<07:41,  1.18it/s]
                                                         

  close:  11%|█         | 66/612 [00:53<07:41,  1.18it/s]
  close:  11%|█         | 67/612 [00:53<08:08,  1.11it/s]
                                                         

  close:  11%|█         | 67/612 [00:55<08:08,  1.11it/s]
  close:  11%|█         | 68/612 [00:55<09:37,  1.06s/it]
                                                         

  close:  11%|█         | 68/612 [00:56<09:37,  1.06s/it]
  close:  11%|█▏        | 69/612 [00:56<08:56,  1.01it/s]
                                                         

  close:  11%|█▏        | 69/612 [00:57<08:56,  1.01it/s]
  close:  11%|█▏        | 70/612 [00:57<09:36,  1.06s/it]
                                                         

  close:  11%|█▏        | 70/612 [00:58<09:36,  1.06s/it]
  close:  12%|█▏        | 71/612 [00:58<08:15,  1.09it/s]
                                                         

  close:  12%|█▏        | 71/612 [00:58<08:15,  1.09it/s]
  close:  12%|█▏        | 72/612 [00:58<07:27,  1.21it/s]
                                                         

  close:  12%|█▏        | 72/612 [00:59<07:27,  1.21it/s]
  close:  12%|█▏        | 73/612 [00:59<07:17,  1.23it/s]
                                                         

  close:  12%|█▏        | 73/612 [01:00<07:17,  1.23it/s]
  close:  12%|█▏        | 74/612 [01:00<07:47,  1.15it/s]
                                                         

  close:  12%|█▏        | 74/612 [01:01<07:47,  1.15it/s]
  close:  12%|█▏        | 75/612 [01:01<07:52,  1.14it/s]
                                                         

  close:  12%|█▏        | 75/612 [01:02<07:52,  1.14it/s]
  close:  12%|█▏        | 76/612 [01:02<07:27,  1.20it/s]
                                                         

  close:  12%|█▏        | 76/612 [01:02<07:27,  1.20it/s]
  close:  13%|█▎        | 77/612 [01:02<07:24,  1.20it/s]
                                                         

  close:  13%|█▎        | 77/612 [01:03<07:24,  1.20it/s]
  close:  13%|█▎        | 78/612 [01:03<08:01,  1.11it/s]
                                                         

  close:  13%|█▎        | 78/612 [01:04<08:01,  1.11it/s]
  close:  13%|█▎        | 79/612 [01:04<07:59,  1.11it/s]
                                                         

  close:  13%|█▎        | 79/612 [01:05<07:59,  1.11it/s]
  close:  13%|█▎        | 80/612 [01:05<07:47,  1.14it/s]
                                                         

  close:  13%|█▎        | 80/612 [01:06<07:47,  1.14it/s]
  close:  13%|█▎        | 81/612 [01:06<08:19,  1.06it/s]
                                                         

  close:  13%|█▎        | 81/612 [01:07<08:19,  1.06it/s]
  close:  13%|█▎        | 82/612 [01:07<07:58,  1.11it/s]
                                                         

  close:  13%|█▎        | 82/612 [01:08<07:58,  1.11it/s]
  close:  14%|█▎        | 83/612 [01:08<07:31,  1.17it/s]
                                                         

  close:  14%|█▎        | 83/612 [01:09<07:31,  1.17it/s]
  close:  14%|█▎        | 84/612 [01:09<07:46,  1.13it/s]
                                                         

  close:  14%|█▎        | 84/612 [01:10<07:46,  1.13it/s]
  close:  14%|█▍        | 85/612 [01:10<07:47,  1.13it/s]
                                                         

  close:  14%|█▍        | 85/612 [01:10<07:47,  1.13it/s]
  close:  14%|█▍        | 86/612 [01:10<07:15,  1.21it/s]
                                                         

  close:  14%|█▍        | 86/612 [01:11<07:15,  1.21it/s]
  close:  14%|█▍        | 87/612 [01:11<07:58,  1.10it/s]
                                                         

  close:  14%|█▍        | 87/612 [01:12<07:58,  1.10it/s]
  close:  14%|█▍        | 88/612 [01:12<07:22,  1.18it/s]
                                                         

  close:  14%|█▍        | 88/612 [01:13<07:22,  1.18it/s]
  close:  15%|█▍        | 89/612 [01:13<06:29,  1.34it/s]
                                                         

  close:  15%|█▍        | 89/612 [01:13<06:29,  1.34it/s]
  close:  15%|█▍        | 90/612 [01:13<05:54,  1.47it/s]
                                                         

  close:  15%|█▍        | 90/612 [01:14<05:54,  1.47it/s]
  close:  15%|█▍        | 91/612 [01:14<05:55,  1.47it/s]
                                                         

  close:  15%|█▍        | 91/612 [01:15<05:55,  1.47it/s]
  close:  15%|█▌        | 92/612 [01:15<07:02,  1.23it/s]
                                                         

  close:  15%|█▌        | 92/612 [01:16<07:02,  1.23it/s]
  close:  15%|█▌        | 93/612 [01:16<07:10,  1.21it/s]
                                                         

  close:  15%|█▌        | 93/612 [01:17<07:10,  1.21it/s]
  close:  15%|█▌        | 94/612 [01:17<06:52,  1.26it/s]
                                                         

  close:  15%|█▌        | 94/612 [01:18<06:52,  1.26it/s]
  close:  16%|█▌        | 95/612 [01:18<07:40,  1.12it/s]
                                                         

  close:  16%|█▌        | 95/612 [01:18<07:40,  1.12it/s]
  close:  16%|█▌        | 96/612 [01:18<07:13,  1.19it/s]
                                                         

  close:  16%|█▌        | 96/612 [01:19<07:13,  1.19it/s]
  close:  16%|█▌        | 97/612 [01:19<07:33,  1.14it/s]
                                                         

  close:  16%|█▌        | 97/612 [01:20<07:33,  1.14it/s]
  close:  16%|█▌        | 98/612 [01:20<07:41,  1.11it/s]
                                                         

  close:  16%|█▌        | 98/612 [01:21<07:41,  1.11it/s]
  close:  16%|█▌        | 99/612 [01:21<07:44,  1.11it/s]
                                                         

  close:  16%|█▌        | 99/612 [01:22<07:44,  1.11it/s]
  close:  16%|█▋        | 100/612 [01:22<07:44,  1.10it/s]
                                                          

  close:  16%|█▋        | 100/612 [01:23<07:44,  1.10it/s]
  close:  17%|█▋        | 101/612 [01:23<07:25,  1.15it/s]
                                                          

  close:  17%|█▋        | 101/612 [01:24<07:25,  1.15it/s]
  close:  17%|█▋        | 102/612 [01:24<06:58,  1.22it/s]
                                                          

  close:  17%|█▋        | 102/612 [01:24<06:58,  1.22it/s]
  close:  17%|█▋        | 103/612 [01:24<06:44,  1.26it/s]
                                                          

  close:  17%|█▋        | 103/612 [01:25<06:44,  1.26it/s]
  close:  17%|█▋        | 104/612 [01:25<07:28,  1.13it/s]
                                                          

  close:  17%|█▋        | 104/612 [01:26<07:28,  1.13it/s]
  close:  17%|█▋        | 105/612 [01:26<07:07,  1.19it/s]
                                                          

  close:  17%|█▋        | 105/612 [01:27<07:07,  1.19it/s]
  close:  17%|█▋        | 106/612 [01:27<06:54,  1.22it/s]
                                                          

  close:  17%|█▋        | 106/612 [01:28<06:54,  1.22it/s]
  close:  17%|█▋        | 107/612 [01:28<06:22,  1.32it/s]
                                                          

  close:  17%|█▋        | 107/612 [01:28<06:22,  1.32it/s]
  close:  18%|█▊        | 108/612 [01:28<06:18,  1.33it/s]
                                                          

  close:  18%|█▊        | 108/612 [01:30<06:18,  1.33it/s]
  close:  18%|█▊        | 109/612 [01:30<07:20,  1.14it/s]
                                                          

  close:  18%|█▊        | 109/612 [01:30<07:20,  1.14it/s]
  close:  18%|█▊        | 110/612 [01:30<07:00,  1.19it/s]
                                                          

  close:  18%|█▊        | 110/612 [01:31<07:00,  1.19it/s]
  close:  18%|█▊        | 111/612 [01:31<07:00,  1.19it/s]
                                                          

  close:  18%|█▊        | 111/612 [01:32<07:00,  1.19it/s]
  close:  18%|█▊        | 112/612 [01:32<07:18,  1.14it/s]
                                                          

  close:  18%|█▊        | 112/612 [01:33<07:18,  1.14it/s]
  close:  18%|█▊        | 113/612 [01:33<07:25,  1.12it/s]
                                                          

  close:  18%|█▊        | 113/612 [01:33<07:25,  1.12it/s]
  close:  19%|█▊        | 114/612 [01:33<06:10,  1.34it/s]
                                                          

  close:  19%|█▊        | 114/612 [01:34<06:10,  1.34it/s]
  close:  19%|█▉        | 115/612 [01:34<06:14,  1.33it/s]
                                                          

  close:  19%|█▉        | 115/612 [01:35<06:14,  1.33it/s]
  close:  19%|█▉        | 116/612 [01:35<06:02,  1.37it/s]
                                                          

  close:  19%|█▉        | 116/612 [01:36<06:02,  1.37it/s]
  close:  19%|█▉        | 117/612 [01:36<07:38,  1.08it/s]
                                                          

  close:  19%|█▉        | 117/612 [01:37<07:38,  1.08it/s]
  close:  19%|█▉        | 118/612 [01:37<08:06,  1.02it/s]
                                                          

  close:  19%|█▉        | 118/612 [01:38<08:06,  1.02it/s]
  close:  19%|█▉        | 119/612 [01:38<07:28,  1.10it/s]
                                                          

  close:  19%|█▉        | 119/612 [01:39<07:28,  1.10it/s]
  close:  20%|█▉        | 120/612 [01:39<07:23,  1.11it/s]
                                                          

  close:  20%|█▉        | 120/612 [01:40<07:23,  1.11it/s]
  close:  20%|█▉        | 121/612 [01:40<07:06,  1.15it/s]
                                                          

  close:  20%|█▉        | 121/612 [01:41<07:06,  1.15it/s]
  close:  20%|█▉        | 122/612 [01:41<07:20,  1.11it/s]
                                                          

  close:  20%|█▉        | 122/612 [01:41<07:20,  1.11it/s]
  close:  20%|██        | 123/612 [01:41<06:28,  1.26it/s]
                                                          

  close:  20%|██        | 123/612 [01:42<06:28,  1.26it/s]
  close:  20%|██        | 124/612 [01:42<06:30,  1.25it/s]
                                                          

  close:  20%|██        | 124/612 [01:43<06:30,  1.25it/s]
  close:  20%|██        | 125/612 [01:43<07:01,  1.15it/s]
                                                          

  close:  20%|██        | 125/612 [01:45<07:01,  1.15it/s]
  close:  21%|██        | 126/612 [01:45<08:48,  1.09s/it]
                                                          

  close:  21%|██        | 126/612 [01:45<08:48,  1.09s/it]
  close:  21%|██        | 127/612 [01:45<07:40,  1.05it/s]
                                                          

  close:  21%|██        | 127/612 [01:46<07:40,  1.05it/s]
  close:  21%|██        | 128/612 [01:46<07:27,  1.08it/s]
                                                          

  close:  21%|██        | 128/612 [01:48<07:27,  1.08it/s]
  close:  21%|██        | 129/612 [01:48<08:35,  1.07s/it]
                                                          

  close:  21%|██        | 129/612 [01:48<08:35,  1.07s/it]
  close:  21%|██        | 130/612 [01:48<07:31,  1.07it/s]
                                                          

  close:  21%|██        | 130/612 [01:49<07:31,  1.07it/s]
  close:  21%|██▏       | 131/612 [01:49<07:27,  1.07it/s]
                                                          

  close:  21%|██▏       | 131/612 [01:50<07:27,  1.07it/s]
  close:  22%|██▏       | 132/612 [01:50<06:58,  1.15it/s]
                                                          

  close:  22%|██▏       | 132/612 [01:51<06:58,  1.15it/s]
  close:  22%|██▏       | 133/612 [01:51<07:00,  1.14it/s]
                                                          

  close:  22%|██▏       | 133/612 [01:52<07:00,  1.14it/s]
  close:  22%|██▏       | 134/612 [01:52<07:51,  1.01it/s]
                                                          

  close:  22%|██▏       | 134/612 [01:53<07:51,  1.01it/s]
  close:  22%|██▏       | 135/612 [01:53<07:35,  1.05it/s]
                                                          

  close:  22%|██▏       | 135/612 [01:54<07:35,  1.05it/s]
  close:  22%|██▏       | 136/612 [01:54<07:23,  1.07it/s]
                                                          

  close:  22%|██▏       | 136/612 [01:56<07:23,  1.07it/s]
  close:  22%|██▏       | 137/612 [01:56<10:35,  1.34s/it]
                                                          

  close:  22%|██▏       | 137/612 [01:57<10:35,  1.34s/it]
  close:  23%|██▎       | 138/612 [01:57<09:23,  1.19s/it]
                                                          

  close:  23%|██▎       | 138/612 [01:58<09:23,  1.19s/it]
  close:  23%|██▎       | 139/612 [01:58<09:23,  1.19s/it]
                                                          

  close:  23%|██▎       | 139/612 [01:59<09:23,  1.19s/it]
  close:  23%|██▎       | 140/612 [01:59<08:48,  1.12s/it]
                                                          

  close:  23%|██▎       | 140/612 [02:00<08:48,  1.12s/it]
  close:  23%|██▎       | 141/612 [02:00<07:58,  1.02s/it]
                                                          

  close:  23%|██▎       | 141/612 [02:01<07:58,  1.02s/it]
  close:  23%|██▎       | 142/612 [02:01<07:06,  1.10it/s]
                                                          

  close:  23%|██▎       | 142/612 [02:01<07:06,  1.10it/s]
  close:  23%|██▎       | 143/612 [02:01<06:04,  1.29it/s]
                                                          

  close:  23%|██▎       | 143/612 [02:02<06:04,  1.29it/s]
  close:  24%|██▎       | 144/612 [02:02<05:38,  1.38it/s]
                                                          

  close:  24%|██▎       | 144/612 [02:02<05:38,  1.38it/s]
  close:  24%|██▎       | 145/612 [02:02<05:38,  1.38it/s]
                                                          
    [O] #0      expected=close    | predicted="close"
+    [O] #1      expected=close    | predicted="close"
+    [O] #3      expected=close    | predicted="close"
+    [O] #4      expected=close    | predicted="close"
+    [O] #5      expected=close    | predicted="close"
+    [O] #12     expected=close    | predicted="close"
+    [O] #27     expected=close    | predicted="close"
+    [O] #35     expected=close    | predicted="close"
+    [O] #41     expected=close    | predicted="close"
+    [O] #57     expected=close    | predicted="close"
+    [O] #59     expected=close    | predicted="close"
+    [O] #61     expected=close    | predicted="close"
+    [O] #63     expected=close    | predicted="close"
+    [O] #69     expected=close    | predicted="close"
+    [O] #82     expected=close    | predicted="close"
+    [O] #101    expected=close    | predicted="close"
+    [O] #109    expected=close    | predicted="close"
+    [O] #125    expected=close    | predicted="close"
+    [O] #128    expected=close    | predicted="close"
+    [O] #131    expected=close    | predicted="close"
+    [O] #137    expected=close    | predicted="close"
+    [O] #149    expected=close    | predicted="close"
+    [O] #154    expected=close    | predicted="close"
+    [O] #155    expected=close    | predicted="close"
+    [O] #161    expected=close    | predicted="close"
+    [O] #164    expected=close    | predicted="close"
+    [O] #184    expected=close    | predicted="close"
+    [X] #185    expected=close    | predicted="far"
+    [O] #187    expected=close    | predicted="close"
+    [O] #190    expected=close    | predicted="close"
+    [O] #193    expected=close    | predicted="close"
+    [X] #197    expected=close    | predicted="chest is positioned a significant distance from the camera compared to curtain."
+    [O] #208    expected=close    | predicted="close"
+    [O] #214    expected=close    | predicted="close"
+    [O] #223    expected=close    | predicted="close"
+    [O] #226    expected=close    | predicted="close"
+    [O] #231    expected=close    | predicted="close"
+    [O] #235    expected=close    | predicted="close"
+    [O] #238    expected=close    | predicted="close"
+    [O] #242    expected=close    | predicted="close"
+    [O] #243    expected=close    | predicted="close"
+    [O] #253    expected=close    | predicted="close"
+    [O] #256    expected=close    | predicted="close"
+    [O] #259    expected=close    | predicted="close"
+    [O] #270    expected=close    | predicted="close"
+    [O] #273    expected=close    | predicted="close"
+    [O] #278    expected=close    | predicted="close"
+    [O] #284    expected=close    | predicted="close"
+    [O] #288    expected=close    | predicted="close"
+    [X] #298    expected=close    | predicted="cabinet"
+    [O] #325    expected=close    | predicted="close"
+    [O] #333    expected=close    | predicted="close"
+    [O] #337    expected=close    | predicted="close"
+    [O] #340    expected=close    | predicted="close"
+    [X] #349    expected=close    | predicted="lamp is positioned a significant distance from the viewer."
+    [O] #354    expected=close    | predicted="close"
+    [O] #356    expected=close    | predicted="close"
+    [O] #363    expected=close    | predicted="close"
+    [O] #367    expected=close    | predicted="close"
+    [O] #370    expected=close    | predicted="close"
+    [O] #374    expected=close    | predicted="close"
+    [O] #375    expected=close    | predicted="close"
+    [O] #377    expected=close    | predicted="close"
+    [O] #380    expected=close    | predicted="close"
+    [O] #383    expected=close    | predicted="close"
+    [O] #385    expected=close    | predicted="close"
+    [O] #390    expected=close    | predicted="close"
+    [X] #392    expected=close    | predicted="cup is positioned a significant distance from the camera."
+    [X] #394    expected=close    | predicted="far"
+    [O] #413    expected=close    | predicted="close"
+    [X] #415    expected=close    | predicted="far"
+    [O] #416    expected=close    | predicted="close"
+    [X] #417    expected=close    | predicted="far"
+    [O] #418    expected=close    | predicted="close"
+    [O] #422    expected=close    | predicted="close"
+    [O] #423    expected=close    | predicted="close"
+    [O] #433    expected=close    | predicted="close"
+    [O] #434    expected=close    | predicted="close"
+    [O] #437    expected=close    | predicted="close"
+    [O] #447    expected=close    | predicted="close"
+    [O] #467    expected=close    | predicted="close"
+    [O] #472    expected=close    | predicted="close"
+    [O] #480    expected=close    | predicted="close"
+    [O] #487    expected=close    | predicted="close"
+    [O] #507    expected=close    | predicted="close"
+    [O] #518    expected=close    | predicted="close"
+    [O] #525    expected=close    | predicted="close"
+    [O] #536    expected=close    | predicted="close"
+    [O] #538    expected=close    | predicted="close"
+    [X] #540    expected=close    | predicted="far"
+    [O] #541    expected=close    | predicted="close"
+    [O] #542    expected=close    | predicted="close"
+    [O] #556    expected=close    | predicted="close"
+    [O] #564    expected=close    | predicted="close"
+    [O] #574    expected=close    | predicted="close"
+    [O] #576    expected=close    | predicted="close"
+    [O] #588    expected=close    | predicted="close"
+    [O] #591    expected=close    | predicted="close"
+    [O] #623    expected=close    | predicted="close"
+    [O] #628    expected=close    | predicted="close"
+    [O] #649    expected=close    | predicted="close"
+    [O] #651    expected=close    | predicted="close"
+    [O] #653    expected=close    | predicted="close"
+    [O] #654    expected=close    | predicted="close"
+    [O] #655    expected=close    | predicted="close"
+    [O] #662    expected=close    | predicted="close"
+    [O] #663    expected=close    | predicted="close"
+    [O] #664    expected=close    | predicted="close"
+    [O] #676    expected=close    | predicted="close"
+    [O] #678    expected=close    | predicted="close"
+    [O] #687    expected=close    | predicted="close"
+    [O] #688    expected=close    | predicted="close"
+    [O] #695    expected=close    | predicted="close"
+    [O] #698    expected=close    | predicted="close"
+    [O] #700    expected=close    | predicted="close"
+    [O] #704    expected=close    | predicted="close"
+    [X] #707    expected=close    | predicted="plant is positioned a significant distance from piano."
+    [O] #719    expected=close    | predicted="close"
+    [O] #728    expected=close    | predicted="close"
+    [O] #730    expected=close    | predicted="close"
+    [O] #734    expected=close    | predicted="close"
+    [O] #735    expected=close    | predicted="close"
+    [O] #736    expected=close    | predicted="close"
+    [O] #742    expected=close    | predicted="close"
+    [O] #743    expected=close    | predicted="close"
+    [X] #745    expected=close    | predicted="counter is positioned a significant distance from the viewer."
+    [O] #749    expected=close    | predicted="close"
+    [O] #757    expected=close    | predicted="close"
+    [O] #758    expected=close    | predicted="close"
+    [O] #759    expected=close    | predicted="close"
+    [X] #763    expected=close    | predicted="chair"
+    [O] #765    expected=close    | predicted="close"
+    [O] #772    expected=close    | predicted="close"
+    [O] #775    expected=close    | predicted="close"
+    [O] #791    expected=close    | predicted="close"
+    [O] #792    expected=close    | predicted="close"
+    [X] #798    expected=close    | predicted="table is positioned a significant distance from the camera compared to range hoo"
+    [O] #800    expected=close    | predicted="close"
+    [O] #817    expected=close    | predicted="close"
+    [O] #819    expected=close    | predicted="close"
+    [O] #829    expected=close    | predicted="close"
+    [O] #830    expected=close    | predicted="close"
+    [O] #836    expected=close    | predicted="close"
+    [O] #838    expected=close    | predicted="close"
+    [O] #855    expected=close    | predicted="close"
+
  close:  24%|██▎       | 145/612 [02:04<05:38,  1.38it/s]
  close:  24%|██▍       | 146/612 [02:04<06:52,  1.13it/s]
                                                          

  close:  24%|██▍       | 146/612 [02:04<06:52,  1.13it/s]
  close:  24%|██▍       | 147/612 [02:04<06:22,  1.22it/s]
                                                          

  close:  24%|██▍       | 147/612 [02:05<06:22,  1.22it/s]
  close:  24%|██▍       | 148/612 [02:05<06:39,  1.16it/s]
                                                          

  close:  24%|██▍       | 148/612 [02:06<06:39,  1.16it/s]
  close:  24%|██▍       | 149/612 [02:06<07:25,  1.04it/s]
                                                          

  close:  24%|██▍       | 149/612 [02:07<07:25,  1.04it/s]
  close:  25%|██▍       | 150/612 [02:07<07:17,  1.06it/s]
                                                          

  close:  25%|██▍       | 150/612 [02:08<07:17,  1.06it/s]
  close:  25%|██▍       | 151/612 [02:08<06:41,  1.15it/s]
                                                          

  close:  25%|██▍       | 151/612 [02:09<06:41,  1.15it/s]
  close:  25%|██▍       | 152/612 [02:09<07:15,  1.06it/s]
                                                          

  close:  25%|██▍       | 152/612 [02:10<07:15,  1.06it/s]
  close:  25%|██▌       | 153/612 [02:10<07:48,  1.02s/it]
                                                          

  close:  25%|██▌       | 153/612 [02:11<07:48,  1.02s/it]
  close:  25%|██▌       | 154/612 [02:11<07:01,  1.09it/s]
                                                          

  close:  25%|██▌       | 154/612 [02:12<07:01,  1.09it/s]
  close:  25%|██▌       | 155/612 [02:12<07:45,  1.02s/it]
                                                          

  close:  25%|██▌       | 155/612 [02:14<07:45,  1.02s/it]
  close:  25%|██▌       | 156/612 [02:14<08:17,  1.09s/it]
                                                          

  close:  25%|██▌       | 156/612 [02:14<08:17,  1.09s/it]
  close:  26%|██▌       | 157/612 [02:14<06:46,  1.12it/s]
                                                          

  close:  26%|██▌       | 157/612 [02:14<06:46,  1.12it/s]
  close:  26%|██▌       | 158/612 [02:14<05:27,  1.39it/s]
                                                          

  close:  26%|██▌       | 158/612 [02:16<05:27,  1.39it/s]
  close:  26%|██▌       | 159/612 [02:16<06:49,  1.11it/s]
                                                          

  close:  26%|██▌       | 159/612 [02:18<06:49,  1.11it/s]
  close:  26%|██▌       | 160/612 [02:18<09:37,  1.28s/it]
                                                          

  close:  26%|██▌       | 160/612 [02:18<09:37,  1.28s/it]
  close:  26%|██▋       | 161/612 [02:18<08:07,  1.08s/it]
                                                          

  close:  26%|██▋       | 161/612 [02:20<08:07,  1.08s/it]
  close:  26%|██▋       | 162/612 [02:20<08:19,  1.11s/it]
                                                          

  close:  26%|██▋       | 162/612 [02:20<08:19,  1.11s/it]
  close:  27%|██▋       | 163/612 [02:20<07:45,  1.04s/it]
                                                          

  close:  27%|██▋       | 163/612 [02:22<07:45,  1.04s/it]
  close:  27%|██▋       | 164/612 [02:22<08:13,  1.10s/it]
                                                          

  close:  27%|██▋       | 164/612 [02:23<08:13,  1.10s/it]
  close:  27%|██▋       | 165/612 [02:23<08:01,  1.08s/it]
                                                          

  close:  27%|██▋       | 165/612 [02:23<08:01,  1.08s/it]
  close:  27%|██▋       | 166/612 [02:23<07:22,  1.01it/s]
                                                          

  close:  27%|██▋       | 166/612 [02:24<07:22,  1.01it/s]
  close:  27%|██▋       | 167/612 [02:24<07:20,  1.01it/s]
                                                          

  close:  27%|██▋       | 167/612 [02:25<07:20,  1.01it/s]
  close:  27%|██▋       | 168/612 [02:25<07:06,  1.04it/s]
                                                          

  close:  27%|██▋       | 168/612 [02:26<07:06,  1.04it/s]
  close:  28%|██▊       | 169/612 [02:26<06:40,  1.11it/s]
                                                          

  close:  28%|██▊       | 169/612 [02:27<06:40,  1.11it/s]
  close:  28%|██▊       | 170/612 [02:27<06:50,  1.08it/s]
                                                          

  close:  28%|██▊       | 170/612 [02:29<06:50,  1.08it/s]
  close:  28%|██▊       | 171/612 [02:29<08:02,  1.09s/it]
                                                          

  close:  28%|██▊       | 171/612 [02:29<08:02,  1.09s/it]
  close:  28%|██▊       | 172/612 [02:29<07:13,  1.02it/s]
                                                          

  close:  28%|██▊       | 172/612 [02:30<07:13,  1.02it/s]
  close:  28%|██▊       | 173/612 [02:30<05:50,  1.25it/s]
                                                          

  close:  28%|██▊       | 173/612 [02:31<05:50,  1.25it/s]
  close:  28%|██▊       | 174/612 [02:31<06:02,  1.21it/s]
                                                          

  close:  28%|██▊       | 174/612 [02:32<06:02,  1.21it/s]
  close:  29%|██▊       | 175/612 [02:32<06:30,  1.12it/s]
                                                          

  close:  29%|██▊       | 175/612 [02:33<06:30,  1.12it/s]
  close:  29%|██▉       | 176/612 [02:33<07:00,  1.04it/s]
                                                          

  close:  29%|██▉       | 176/612 [02:34<07:00,  1.04it/s]
  close:  29%|██▉       | 177/612 [02:34<07:01,  1.03it/s]
                                                          

  close:  29%|██▉       | 177/612 [02:34<07:01,  1.03it/s]
  close:  29%|██▉       | 178/612 [02:34<06:17,  1.15it/s]
                                                          

  close:  29%|██▉       | 178/612 [02:35<06:17,  1.15it/s]
  close:  29%|██▉       | 179/612 [02:35<05:17,  1.36it/s]
                                                          

  close:  29%|██▉       | 179/612 [02:37<05:17,  1.36it/s]
  close:  29%|██▉       | 180/612 [02:37<08:11,  1.14s/it]
                                                          

  close:  29%|██▉       | 180/612 [02:38<08:11,  1.14s/it]
  close:  30%|██▉       | 181/612 [02:38<07:11,  1.00s/it]
                                                          

  close:  30%|██▉       | 181/612 [02:38<07:11,  1.00s/it]
  close:  30%|██▉       | 182/612 [02:38<06:36,  1.08it/s]
                                                          

  close:  30%|██▉       | 182/612 [02:39<06:36,  1.08it/s]
  close:  30%|██▉       | 183/612 [02:39<06:30,  1.10it/s]
                                                          

  close:  30%|██▉       | 183/612 [02:40<06:30,  1.10it/s]
  close:  30%|███       | 184/612 [02:40<06:53,  1.04it/s]
                                                          

  close:  30%|███       | 184/612 [02:41<06:53,  1.04it/s]
  close:  30%|███       | 185/612 [02:41<07:20,  1.03s/it]
                                                          

  close:  30%|███       | 185/612 [02:42<07:20,  1.03s/it]
  close:  30%|███       | 186/612 [02:42<06:41,  1.06it/s]
                                                          

  close:  30%|███       | 186/612 [02:43<06:41,  1.06it/s]
  close:  31%|███       | 187/612 [02:43<06:40,  1.06it/s]
                                                          

  close:  31%|███       | 187/612 [02:44<06:40,  1.06it/s]
  close:  31%|███       | 188/612 [02:44<06:12,  1.14it/s]
                                                          

  close:  31%|███       | 188/612 [02:45<06:12,  1.14it/s]
  close:  31%|███       | 189/612 [02:45<06:42,  1.05it/s]
                                                          

  close:  31%|███       | 189/612 [02:46<06:42,  1.05it/s]
  close:  31%|███       | 190/612 [02:46<06:33,  1.07it/s]
                                                          

  close:  31%|███       | 190/612 [02:47<06:33,  1.07it/s]
  close:  31%|███       | 191/612 [02:47<06:13,  1.13it/s]
                                                          

  close:  31%|███       | 191/612 [02:48<06:13,  1.13it/s]
  close:  31%|███▏      | 192/612 [02:48<06:17,  1.11it/s]
                                                          

  close:  31%|███▏      | 192/612 [02:48<06:17,  1.11it/s]
  close:  32%|███▏      | 193/612 [02:48<06:11,  1.13it/s]
                                                          

  close:  32%|███▏      | 193/612 [02:49<06:11,  1.13it/s]
  close:  32%|███▏      | 194/612 [02:49<06:19,  1.10it/s]
                                                          

  close:  32%|███▏      | 194/612 [02:50<06:19,  1.10it/s]
  close:  32%|███▏      | 195/612 [02:50<06:10,  1.13it/s]
                                                          

  close:  32%|███▏      | 195/612 [02:51<06:10,  1.13it/s]
  close:  32%|███▏      | 196/612 [02:51<05:31,  1.25it/s]
                                                          

  close:  32%|███▏      | 196/612 [02:52<05:31,  1.25it/s]
  close:  32%|███▏      | 197/612 [02:52<05:33,  1.25it/s]
                                                          

  close:  32%|███▏      | 197/612 [02:53<05:33,  1.25it/s]
  close:  32%|███▏      | 198/612 [02:53<05:40,  1.21it/s]
                                                          

  close:  32%|███▏      | 198/612 [02:54<05:40,  1.21it/s]
  close:  33%|███▎      | 199/612 [02:54<06:31,  1.05it/s]
                                                          

  close:  33%|███▎      | 199/612 [02:56<06:31,  1.05it/s]
  close:  33%|███▎      | 200/612 [02:56<08:30,  1.24s/it]
                                                          

  close:  33%|███▎      | 200/612 [02:56<08:30,  1.24s/it]
  close:  33%|███▎      | 201/612 [02:56<07:19,  1.07s/it]
                                                          

  close:  33%|███▎      | 201/612 [02:57<07:19,  1.07s/it]
  close:  33%|███▎      | 202/612 [02:57<05:41,  1.20it/s]
                                                          

  close:  33%|███▎      | 202/612 [02:58<05:41,  1.20it/s]
  close:  33%|███▎      | 203/612 [02:58<06:15,  1.09it/s]
                                                          

  close:  33%|███▎      | 203/612 [02:59<06:15,  1.09it/s]
  close:  33%|███▎      | 204/612 [02:59<06:35,  1.03it/s]
                                                          

  close:  33%|███▎      | 204/612 [02:59<06:35,  1.03it/s]
  close:  33%|███▎      | 205/612 [02:59<05:48,  1.17it/s]
                                                          

  close:  33%|███▎      | 205/612 [03:00<05:48,  1.17it/s]
  close:  34%|███▎      | 206/612 [03:00<05:36,  1.21it/s]
                                                          

  close:  34%|███▎      | 206/612 [03:01<05:36,  1.21it/s]
  close:  34%|███▍      | 207/612 [03:01<05:42,  1.18it/s]
                                                          

  close:  34%|███▍      | 207/612 [03:02<05:42,  1.18it/s]
  close:  34%|███▍      | 208/612 [03:02<05:31,  1.22it/s]
                                                          

  close:  34%|███▍      | 208/612 [03:03<05:31,  1.22it/s]
  close:  34%|███▍      | 209/612 [03:03<05:32,  1.21it/s]
                                                          

  close:  34%|███▍      | 209/612 [03:04<05:32,  1.21it/s]
  close:  34%|███▍      | 210/612 [03:04<05:51,  1.14it/s]
                                                          

  close:  34%|███▍      | 210/612 [03:05<05:51,  1.14it/s]
  close:  34%|███▍      | 211/612 [03:05<07:02,  1.05s/it]
                                                          

  close:  34%|███▍      | 211/612 [03:06<07:02,  1.05s/it]
  close:  35%|███▍      | 212/612 [03:06<07:27,  1.12s/it]
                                                          

  close:  35%|███▍      | 212/612 [03:07<07:27,  1.12s/it]
  close:  35%|███▍      | 213/612 [03:07<06:00,  1.11it/s]
                                                          

  close:  35%|███▍      | 213/612 [03:07<06:00,  1.11it/s]
  close:  35%|███▍      | 214/612 [03:07<04:43,  1.40it/s]
                                                          

  close:  35%|███▍      | 214/612 [03:08<04:43,  1.40it/s]
  close:  35%|███▌      | 215/612 [03:08<04:59,  1.33it/s]
                                                          

  close:  35%|███▌      | 215/612 [03:08<04:59,  1.33it/s]
  close:  35%|███▌      | 216/612 [03:08<04:15,  1.55it/s]
                                                          

  close:  35%|███▌      | 216/612 [03:09<04:15,  1.55it/s]
  close:  35%|███▌      | 217/612 [03:09<03:24,  1.93it/s]
                                                          

  close:  35%|███▌      | 217/612 [03:09<03:24,  1.93it/s]
  close:  36%|███▌      | 218/612 [03:09<03:46,  1.74it/s]
                                                          

  close:  36%|███▌      | 218/612 [03:10<03:46,  1.74it/s]
  close:  36%|███▌      | 219/612 [03:10<04:23,  1.49it/s]
                                                          

  close:  36%|███▌      | 219/612 [03:11<04:23,  1.49it/s]
  close:  36%|███▌      | 220/612 [03:11<05:10,  1.26it/s]
                                                          

  close:  36%|███▌      | 220/612 [03:12<05:10,  1.26it/s]
  close:  36%|███▌      | 221/612 [03:12<05:04,  1.28it/s]
                                                          

  close:  36%|███▌      | 221/612 [03:12<05:04,  1.28it/s]
  close:  36%|███▋      | 222/612 [03:12<04:34,  1.42it/s]
                                                          

  close:  36%|███▋      | 222/612 [03:13<04:34,  1.42it/s]
  close:  36%|███▋      | 223/612 [03:13<04:36,  1.41it/s]
                                                          

  close:  36%|███▋      | 223/612 [03:14<04:36,  1.41it/s]
  close:  37%|███▋      | 224/612 [03:14<05:10,  1.25it/s]
                                                          

  close:  37%|███▋      | 224/612 [03:15<05:10,  1.25it/s]
  close:  37%|███▋      | 225/612 [03:15<05:27,  1.18it/s]
                                                          

  close:  37%|███▋      | 225/612 [03:16<05:27,  1.18it/s]
  close:  37%|███▋      | 226/612 [03:16<04:50,  1.33it/s]
                                                          

  close:  37%|███▋      | 226/612 [03:16<04:50,  1.33it/s]
  close:  37%|███▋      | 227/612 [03:16<04:43,  1.36it/s]
                                                          

  close:  37%|███▋      | 227/612 [03:17<04:43,  1.36it/s]
  close:  37%|███▋      | 228/612 [03:17<05:18,  1.20it/s]
                                                          

  close:  37%|███▋      | 228/612 [03:18<05:18,  1.20it/s]
  close:  37%|███▋      | 229/612 [03:18<05:24,  1.18it/s]
                                                          

  close:  37%|███▋      | 229/612 [03:19<05:24,  1.18it/s]
  close:  38%|███▊      | 230/612 [03:19<04:42,  1.35it/s]
                                                          

  close:  38%|███▊      | 230/612 [03:20<04:42,  1.35it/s]
  close:  38%|███▊      | 231/612 [03:20<05:14,  1.21it/s]
                                                          

  close:  38%|███▊      | 231/612 [03:21<05:14,  1.21it/s]
  close:  38%|███▊      | 232/612 [03:21<05:40,  1.12it/s]
                                                          

  close:  38%|███▊      | 232/612 [03:22<05:40,  1.12it/s]
  close:  38%|███▊      | 233/612 [03:22<05:52,  1.07it/s]
                                                          

  close:  38%|███▊      | 233/612 [03:23<05:52,  1.07it/s]
  close:  38%|███▊      | 234/612 [03:23<06:56,  1.10s/it]
                                                          

  close:  38%|███▊      | 234/612 [03:25<06:56,  1.10s/it]
  close:  38%|███▊      | 235/612 [03:25<06:59,  1.11s/it]
                                                          

  close:  38%|███▊      | 235/612 [03:25<06:59,  1.11s/it]
  close:  39%|███▊      | 236/612 [03:25<06:12,  1.01it/s]
                                                          

  close:  39%|███▊      | 236/612 [03:26<06:12,  1.01it/s]
  close:  39%|███▊      | 237/612 [03:26<05:47,  1.08it/s]
                                                          

  close:  39%|███▊      | 237/612 [03:27<05:47,  1.08it/s]
  close:  39%|███▉      | 238/612 [03:27<05:59,  1.04it/s]
                                                          

  close:  39%|███▉      | 238/612 [03:28<05:59,  1.04it/s]
  close:  39%|███▉      | 239/612 [03:28<06:23,  1.03s/it]
                                                          

  close:  39%|███▉      | 239/612 [03:29<06:23,  1.03s/it]
  close:  39%|███▉      | 240/612 [03:29<05:17,  1.17it/s]
                                                          

  close:  39%|███▉      | 240/612 [03:29<05:17,  1.17it/s]
  close:  39%|███▉      | 241/612 [03:29<05:00,  1.23it/s]
                                                          

  close:  39%|███▉      | 241/612 [03:30<05:00,  1.23it/s]
  close:  40%|███▉      | 242/612 [03:30<05:17,  1.16it/s]
                                                          

  close:  40%|███▉      | 242/612 [03:31<05:17,  1.16it/s]
  close:  40%|███▉      | 243/612 [03:31<05:00,  1.23it/s]
                                                          

  close:  40%|███▉      | 243/612 [03:32<05:00,  1.23it/s]
  close:  40%|███▉      | 244/612 [03:32<05:02,  1.21it/s]
                                                          

  close:  40%|███▉      | 244/612 [03:33<05:02,  1.21it/s]
  close:  40%|████      | 245/612 [03:33<05:33,  1.10it/s]
                                                          

  close:  40%|████      | 245/612 [03:34<05:33,  1.10it/s]
  close:  40%|████      | 246/612 [03:34<05:26,  1.12it/s]
                                                          

  close:  40%|████      | 246/612 [03:36<05:26,  1.12it/s]
  close:  40%|████      | 247/612 [03:36<06:58,  1.15s/it]
                                                          

  close:  40%|████      | 247/612 [03:37<06:58,  1.15s/it]
  close:  41%|████      | 248/612 [03:37<06:32,  1.08s/it]
                                                          

  close:  41%|████      | 248/612 [03:37<06:32,  1.08s/it]
  close:  41%|████      | 249/612 [03:37<05:59,  1.01it/s]
                                                          

  close:  41%|████      | 249/612 [03:38<05:59,  1.01it/s]
  close:  41%|████      | 250/612 [03:38<05:39,  1.07it/s]
                                                          

  close:  41%|████      | 250/612 [03:39<05:39,  1.07it/s]
  close:  41%|████      | 251/612 [03:39<05:09,  1.17it/s]
                                                          

  close:  41%|████      | 251/612 [03:39<05:09,  1.17it/s]
  close:  41%|████      | 252/612 [03:39<04:38,  1.29it/s]
                                                          

  close:  41%|████      | 252/612 [03:40<04:38,  1.29it/s]
  close:  41%|████▏     | 253/612 [03:40<04:59,  1.20it/s]
                                                          

  close:  41%|████▏     | 253/612 [03:41<04:59,  1.20it/s]
  close:  42%|████▏     | 254/612 [03:41<04:53,  1.22it/s]
                                                          

  close:  42%|████▏     | 254/612 [03:42<04:53,  1.22it/s]
  close:  42%|████▏     | 255/612 [03:42<04:46,  1.24it/s]
                                                          

  close:  42%|████▏     | 255/612 [03:43<04:46,  1.24it/s]
  close:  42%|████▏     | 256/612 [03:43<04:26,  1.34it/s]
                                                          

  close:  42%|████▏     | 256/612 [03:43<04:26,  1.34it/s]
  close:  42%|████▏     | 257/612 [03:43<04:34,  1.29it/s]
                                                          

  close:  42%|████▏     | 257/612 [03:44<04:34,  1.29it/s]
  close:  42%|████▏     | 258/612 [03:44<03:35,  1.65it/s]
                                                          

  close:  42%|████▏     | 258/612 [03:45<03:35,  1.65it/s]
  close:  42%|████▏     | 259/612 [03:45<04:23,  1.34it/s]
                                                          

  close:  42%|████▏     | 259/612 [03:46<04:23,  1.34it/s]
  close:  42%|████▏     | 260/612 [03:46<05:16,  1.11it/s]
                                                          

  close:  42%|████▏     | 260/612 [03:47<05:16,  1.11it/s]
  close:  43%|████▎     | 261/612 [03:47<04:48,  1.22it/s]
                                                          

  close:  43%|████▎     | 261/612 [03:47<04:48,  1.22it/s]
  close:  43%|████▎     | 262/612 [03:47<04:27,  1.31it/s]
                                                          

  close:  43%|████▎     | 262/612 [03:48<04:27,  1.31it/s]
  close:  43%|████▎     | 263/612 [03:48<04:13,  1.37it/s]
                                                          

  close:  43%|████▎     | 263/612 [03:49<04:13,  1.37it/s]
  close:  43%|████▎     | 264/612 [03:49<04:26,  1.31it/s]
                                                          

  close:  43%|████▎     | 264/612 [03:50<04:26,  1.31it/s]
  close:  43%|████▎     | 265/612 [03:50<04:28,  1.29it/s]
                                                          

  close:  43%|████▎     | 265/612 [03:50<04:28,  1.29it/s]
  close:  43%|████▎     | 266/612 [03:50<04:23,  1.31it/s]
                                                          

  close:  43%|████▎     | 266/612 [03:51<04:23,  1.31it/s]
  close:  44%|████▎     | 267/612 [03:51<04:43,  1.22it/s]
                                                          

  close:  44%|████▎     | 267/612 [03:52<04:43,  1.22it/s]
  close:  44%|████▍     | 268/612 [03:52<04:23,  1.31it/s]
                                                          

  close:  44%|████▍     | 268/612 [03:53<04:23,  1.31it/s]
  close:  44%|████▍     | 269/612 [03:53<04:22,  1.31it/s]
                                                          

  close:  44%|████▍     | 269/612 [03:54<04:22,  1.31it/s]
  close:  44%|████▍     | 270/612 [03:54<04:45,  1.20it/s]
                                                          

  close:  44%|████▍     | 270/612 [03:54<04:45,  1.20it/s]
  close:  44%|████▍     | 271/612 [03:54<03:53,  1.46it/s]
                                                          

  close:  44%|████▍     | 271/612 [03:54<03:53,  1.46it/s]
  close:  44%|████▍     | 272/612 [03:54<03:07,  1.81it/s]
                                                          

  close:  44%|████▍     | 272/612 [03:55<03:07,  1.81it/s]
  close:  45%|████▍     | 273/612 [03:55<03:22,  1.68it/s]
                                                          

  close:  45%|████▍     | 273/612 [03:56<03:22,  1.68it/s]
  close:  45%|████▍     | 274/612 [03:56<04:04,  1.38it/s]
                                                          

  close:  45%|████▍     | 274/612 [03:57<04:04,  1.38it/s]
  close:  45%|████▍     | 275/612 [03:57<04:03,  1.39it/s]
                                                          

  close:  45%|████▍     | 275/612 [03:58<04:03,  1.39it/s]
  close:  45%|████▌     | 276/612 [03:58<04:20,  1.29it/s]
                                                          

  close:  45%|████▌     | 276/612 [03:58<04:20,  1.29it/s]
  close:  45%|████▌     | 277/612 [03:58<03:59,  1.40it/s]
                                                          

  close:  45%|████▌     | 277/612 [03:59<03:59,  1.40it/s]
  close:  45%|████▌     | 278/612 [03:59<04:01,  1.38it/s]
                                                          

  close:  45%|████▌     | 278/612 [04:00<04:01,  1.38it/s]
  close:  46%|████▌     | 279/612 [04:00<04:10,  1.33it/s]
                                                          

  close:  46%|████▌     | 279/612 [04:01<04:10,  1.33it/s]
  close:  46%|████▌     | 280/612 [04:01<04:29,  1.23it/s]
                                                          

  close:  46%|████▌     | 280/612 [04:02<04:29,  1.23it/s]
  close:  46%|████▌     | 281/612 [04:02<05:20,  1.03it/s]
                                                          

  close:  46%|████▌     | 281/612 [04:03<05:20,  1.03it/s]
  close:  46%|████▌     | 282/612 [04:03<05:09,  1.07it/s]
                                                          

  close:  46%|████▌     | 282/612 [04:04<05:09,  1.07it/s]
  close:  46%|████▌     | 283/612 [04:04<04:48,  1.14it/s]
                                                          

  close:  46%|████▌     | 283/612 [04:04<04:48,  1.14it/s]
  close:  46%|████▋     | 284/612 [04:04<04:48,  1.14it/s]
                                                          

  close:  46%|████▋     | 284/612 [04:05<04:48,  1.14it/s]
  close:  47%|████▋     | 285/612 [04:05<04:39,  1.17it/s]
                                                          

  close:  47%|████▋     | 285/612 [04:06<04:39,  1.17it/s]
  close:  47%|████▋     | 286/612 [04:06<04:50,  1.12it/s]
                                                          

  close:  47%|████▋     | 286/612 [04:07<04:50,  1.12it/s]
  close:  47%|████▋     | 287/612 [04:07<04:50,  1.12it/s]
                                                          

  close:  47%|████▋     | 287/612 [04:08<04:50,  1.12it/s]
  close:  47%|████▋     | 288/612 [04:08<04:55,  1.10it/s]
                                                          

  close:  47%|████▋     | 288/612 [04:08<04:55,  1.10it/s]
  close:  47%|████▋     | 289/612 [04:08<04:08,  1.30it/s]
                                                          

  close:  47%|████▋     | 289/612 [04:09<04:08,  1.30it/s]
  close:  47%|████▋     | 290/612 [04:09<04:14,  1.26it/s]
                                                          

  close:  47%|████▋     | 290/612 [04:11<04:14,  1.26it/s]
  close:  48%|████▊     | 291/612 [04:11<04:59,  1.07it/s]
                                                          

  close:  48%|████▊     | 291/612 [04:12<04:59,  1.07it/s]
  close:  48%|████▊     | 292/612 [04:12<05:01,  1.06it/s]
                                                          
    [O] #861    expected=close    | predicted="close"
+    [O] #863    expected=close    | predicted="close"
+    [O] #868    expected=close    | predicted="close"
+    [O] #871    expected=close    | predicted="close"
+    [O] #878    expected=close    | predicted="close"
+    [O] #884    expected=close    | predicted="close"
+    [O] #887    expected=close    | predicted="close"
+    [O] #888    expected=close    | predicted="close"
+    [X] #891    expected=close    | predicted="far"
+    [O] #899    expected=close    | predicted="close"
+    [O] #914    expected=close    | predicted="close"
+    [O] #924    expected=close    | predicted="close"
+    [O] #927    expected=close    | predicted="close"
+    [O] #928    expected=close    | predicted="close"
+    [X] #932    expected=close    | predicted="soap is positioned a significant distance from range hood."
+    [O] #939    expected=close    | predicted="close"
+    [X] #940    expected=close    | predicted="stool"
+    [O] #943    expected=close    | predicted="close"
+    [O] #945    expected=close    | predicted="close"
+    [O] #949    expected=close    | predicted="close"
+    [X] #954    expected=close    | predicted="far"
+    [O] #961    expected=close    | predicted="close"
+    [X] #972    expected=close    | predicted="far"
+    [O] #987    expected=close    | predicted="close"
+    [O] #989    expected=close    | predicted="close"
+    [O] #992    expected=close    | predicted="close"
+    [X] #994    expected=close    | predicted="lamp"
+    [O] #1000   expected=close    | predicted="close"
+    [O] #1003   expected=close    | predicted="close"
+    [O] #1007   expected=close    | predicted="close"
+    [O] #1017   expected=close    | predicted="close"
+    [O] #1018   expected=close    | predicted="close"
+    [X] #1026   expected=close    | predicted="cabinet"
+    [O] #1029   expected=close    | predicted="close"
+    [X] #1037   expected=close    | predicted="rug is positioned a significant distance from the camera."
+    [O] #1039   expected=close    | predicted="close"
+    [O] #1043   expected=close    | predicted="close"
+    [X] #1049   expected=close    | predicted="far"
+    [O] #1059   expected=close    | predicted="close"
+    [O] #1066   expected=close    | predicted="close"
+    [O] #1073   expected=close    | predicted="close"
+    [O] #1081   expected=close    | predicted="close"
+    [O] #1086   expected=close    | predicted="close"
+    [O] #1097   expected=close    | predicted="close"
+    [O] #1098   expected=close    | predicted="close"
+    [O] #1100   expected=close    | predicted="close"
+    [O] #1103   expected=close    | predicted="close"
+    [O] #1121   expected=close    | predicted="close"
+    [O] #1139   expected=close    | predicted="close"
+    [O] #1140   expected=close    | predicted="close"
+    [O] #1149   expected=close    | predicted="close"
+    [O] #1156   expected=close    | predicted="close"
+    [O] #1177   expected=close    | predicted="close"
+    [O] #1178   expected=close    | predicted="close"
+    [X] #1181   expected=close    | predicted="cup is positioned a significant distance from door."
+    [O] #1189   expected=close    | predicted="close"
+    [O] #1191   expected=close    | predicted="close"
+    [O] #1207   expected=close    | predicted="close"
+    [O] #1211   expected=close    | predicted="close"
+    [O] #1212   expected=close    | predicted="close"
+    [O] #1213   expected=close    | predicted="close"
+    [O] #1214   expected=close    | predicted="close"
+    [O] #1224   expected=close    | predicted="close"
+    [O] #1225   expected=close    | predicted="close"
+    [O] #1244   expected=close    | predicted="close"
+    [X] #1247   expected=close    | predicted="plate is positioned a significant distance from newspaper."
+    [O] #1249   expected=close    | predicted="close"
+    [O] #1250   expected=close    | predicted="close"
+    [O] #1252   expected=close    | predicted="close"
+    [O] #1260   expected=close    | predicted="close"
+    [O] #1262   expected=close    | predicted="close"
+    [O] #1264   expected=close    | predicted="close"
+    [O] #1272   expected=close    | predicted="close"
+    [O] #1278   expected=close    | predicted="close"
+    [O] #1281   expected=close    | predicted="close"
+    [O] #1287   expected=close    | predicted="close"
+    [O] #1292   expected=close    | predicted="close"
+    [O] #1296   expected=close    | predicted="close"
+    [O] #1300   expected=close    | predicted="close"
+    [O] #1301   expected=close    | predicted="close"
+    [O] #1306   expected=close    | predicted="close"
+    [O] #1328   expected=close    | predicted="close"
+    [O] #1329   expected=close    | predicted="close"
+    [O] #1337   expected=close    | predicted="close"
+    [O] #1341   expected=close    | predicted="close"
+    [O] #1345   expected=close    | predicted="close"
+    [O] #1349   expected=close    | predicted="close"
+    [O] #1360   expected=close    | predicted="close"
+    [O] #1372   expected=close    | predicted="close"
+    [O] #1376   expected=close    | predicted="close"
+    [O] #1378   expected=close    | predicted="close"
+    [O] #1379   expected=close    | predicted="close"
+    [O] #1381   expected=close    | predicted="close"
+    [O] #1390   expected=close    | predicted="close"
+    [O] #1393   expected=close    | predicted="close"
+    [O] #1404   expected=close    | predicted="close"
+    [O] #1407   expected=close    | predicted="close"
+    [O] #1411   expected=close    | predicted="close"
+    [O] #1416   expected=close    | predicted="close"
+    [O] #1418   expected=close    | predicted="close"
+    [O] #1419   expected=close    | predicted="close"
+    [X] #1422   expected=close    | predicted="plate is positioned a significant distance from the viewer."
+    [O] #1428   expected=close    | predicted="close"
+    [O] #1433   expected=close    | predicted="close"
+    [O] #1442   expected=close    | predicted="close"
+    [O] #1447   expected=close    | predicted="close"
+    [O] #1454   expected=close    | predicted="close"
+    [O] #1466   expected=close    | predicted="close"
+    [O] #1489   expected=close    | predicted="close"
+    [O] #1495   expected=close    | predicted="close"
+    [O] #1500   expected=close    | predicted="close"
+    [O] #1502   expected=close    | predicted="close"
+    [O] #1503   expected=close    | predicted="close"
+    [O] #1505   expected=close    | predicted="close"
+    [O] #1522   expected=close    | predicted="close"
+    [O] #1525   expected=close    | predicted="close"
+    [O] #1530   expected=close    | predicted="close"
+    [O] #1532   expected=close    | predicted="close"
+    [O] #1540   expected=close    | predicted="close"
+    [O] #1545   expected=close    | predicted="close"
+    [O] #1557   expected=close    | predicted="close"
+    [O] #1559   expected=close    | predicted="close"
+    [O] #1561   expected=close    | predicted="close"
+    [O] #1567   expected=close    | predicted="close"
+    [O] #1569   expected=close    | predicted="close"
+    [O] #1571   expected=close    | predicted="close"
+    [O] #1579   expected=close    | predicted="close"
+    [O] #1581   expected=close    | predicted="close"
+    [O] #1586   expected=close    | predicted="close"
+    [O] #1607   expected=close    | predicted="close"
+    [O] #1612   expected=close    | predicted="close"
+    [O] #1613   expected=close    | predicted="close"
+    [O] #1621   expected=close    | predicted="close"
+    [O] #1623   expected=close    | predicted="close"
+    [O] #1625   expected=close    | predicted="close"
+    [O] #1629   expected=close    | predicted="close"
+    [O] #1630   expected=close    | predicted="close"
+    [O] #1642   expected=close    | predicted="close"
+    [O] #1648   expected=close    | predicted="close"
+    [O] #1650   expected=close    | predicted="close"
+    [O] #1651   expected=close    | predicted="close"
+    [O] #1652   expected=close    | predicted="close"
+    [O] #1659   expected=close    | predicted="close"
+    [O] #1682   expected=close    | predicted="close"
+    [O] #1687   expected=close    | predicted="close"
+    [O] #1688   expected=close    | predicted="close"
+    [O] #1692   expected=close    | predicted="close"
+
  close:  48%|████▊     | 292/612 [04:12<05:01,  1.06it/s]
  close:  48%|████▊     | 293/612 [04:12<04:56,  1.08it/s]
                                                          

  close:  48%|████▊     | 293/612 [04:13<04:56,  1.08it/s]
  close:  48%|████▊     | 294/612 [04:13<04:36,  1.15it/s]
                                                          

  close:  48%|████▊     | 294/612 [04:14<04:36,  1.15it/s]
  close:  48%|████▊     | 295/612 [04:14<03:45,  1.41it/s]
                                                          

  close:  48%|████▊     | 295/612 [04:14<03:45,  1.41it/s]
  close:  48%|████▊     | 296/612 [04:14<03:58,  1.32it/s]
                                                          

  close:  48%|████▊     | 296/612 [04:16<03:58,  1.32it/s]
  close:  49%|████▊     | 297/612 [04:16<04:33,  1.15it/s]
                                                          

  close:  49%|████▊     | 297/612 [04:16<04:33,  1.15it/s]
  close:  49%|████▊     | 298/612 [04:16<03:57,  1.32it/s]
                                                          

  close:  49%|████▊     | 298/612 [04:17<03:57,  1.32it/s]
  close:  49%|████▉     | 299/612 [04:17<04:24,  1.18it/s]
                                                          

  close:  49%|████▉     | 299/612 [04:18<04:24,  1.18it/s]
  close:  49%|████▉     | 300/612 [04:18<04:25,  1.18it/s]
                                                          

  close:  49%|████▉     | 300/612 [04:19<04:25,  1.18it/s]
  close:  49%|████▉     | 301/612 [04:19<04:54,  1.06it/s]
                                                          

  close:  49%|████▉     | 301/612 [04:20<04:54,  1.06it/s]
  close:  49%|████▉     | 302/612 [04:20<04:46,  1.08it/s]
                                                          

  close:  49%|████▉     | 302/612 [04:21<04:46,  1.08it/s]
  close:  50%|████▉     | 303/612 [04:21<04:35,  1.12it/s]
                                                          

  close:  50%|████▉     | 303/612 [04:22<04:35,  1.12it/s]
  close:  50%|████▉     | 304/612 [04:22<04:26,  1.16it/s]
                                                          

  close:  50%|████▉     | 304/612 [04:23<04:26,  1.16it/s]
  close:  50%|████▉     | 305/612 [04:23<05:03,  1.01it/s]
                                                          

  close:  50%|████▉     | 305/612 [04:24<05:03,  1.01it/s]
  close:  50%|█████     | 306/612 [04:24<05:20,  1.05s/it]
                                                          

  close:  50%|█████     | 306/612 [04:25<05:20,  1.05s/it]
  close:  50%|█████     | 307/612 [04:25<05:13,  1.03s/it]
                                                          

  close:  50%|█████     | 307/612 [04:26<05:13,  1.03s/it]
  close:  50%|█████     | 308/612 [04:26<04:54,  1.03it/s]
                                                          

  close:  50%|█████     | 308/612 [04:26<04:54,  1.03it/s]
  close:  50%|█████     | 309/612 [04:26<04:04,  1.24it/s]
                                                          

  close:  50%|█████     | 309/612 [04:27<04:04,  1.24it/s]
  close:  51%|█████     | 310/612 [04:27<03:48,  1.32it/s]
                                                          

  close:  51%|█████     | 310/612 [04:28<03:48,  1.32it/s]
  close:  51%|█████     | 311/612 [04:28<04:24,  1.14it/s]
                                                          

  close:  51%|█████     | 311/612 [04:29<04:24,  1.14it/s]
  close:  51%|█████     | 312/612 [04:29<04:38,  1.08it/s]
                                                          

  close:  51%|█████     | 312/612 [04:29<04:38,  1.08it/s]
  close:  51%|█████     | 313/612 [04:29<03:36,  1.38it/s]
                                                          

  close:  51%|█████     | 313/612 [04:30<03:36,  1.38it/s]
  close:  51%|█████▏    | 314/612 [04:30<02:48,  1.77it/s]
                                                          

  close:  51%|█████▏    | 314/612 [04:30<02:48,  1.77it/s]
  close:  51%|█████▏    | 315/612 [04:30<02:56,  1.68it/s]
                                                          

  close:  51%|█████▏    | 315/612 [04:31<02:56,  1.68it/s]
  close:  52%|█████▏    | 316/612 [04:31<03:31,  1.40it/s]
                                                          

  close:  52%|█████▏    | 316/612 [04:32<03:31,  1.40it/s]
  close:  52%|█████▏    | 317/612 [04:32<03:53,  1.27it/s]
                                                          

  close:  52%|█████▏    | 317/612 [04:33<03:53,  1.27it/s]
  close:  52%|█████▏    | 318/612 [04:33<03:59,  1.23it/s]
                                                          

  close:  52%|█████▏    | 318/612 [04:34<03:59,  1.23it/s]
  close:  52%|█████▏    | 319/612 [04:34<04:00,  1.22it/s]
                                                          

  close:  52%|█████▏    | 319/612 [04:35<04:00,  1.22it/s]
  close:  52%|█████▏    | 320/612 [04:35<04:03,  1.20it/s]
                                                          

  close:  52%|█████▏    | 320/612 [04:35<04:03,  1.20it/s]
  close:  52%|█████▏    | 321/612 [04:35<03:11,  1.52it/s]
                                                          

  close:  52%|█████▏    | 321/612 [04:36<03:11,  1.52it/s]
  close:  53%|█████▎    | 322/612 [04:36<03:00,  1.61it/s]
                                                          

  close:  53%|█████▎    | 322/612 [04:36<03:00,  1.61it/s]
  close:  53%|█████▎    | 323/612 [04:36<03:16,  1.47it/s]
                                                          

  close:  53%|█████▎    | 323/612 [04:38<03:16,  1.47it/s]
  close:  53%|█████▎    | 324/612 [04:38<03:59,  1.20it/s]
                                                          

  close:  53%|█████▎    | 324/612 [04:38<03:59,  1.20it/s]
  close:  53%|█████▎    | 325/612 [04:38<03:58,  1.20it/s]
                                                          

  close:  53%|█████▎    | 325/612 [04:39<03:58,  1.20it/s]
  close:  53%|█████▎    | 326/612 [04:39<04:03,  1.17it/s]
                                                          

  close:  53%|█████▎    | 326/612 [04:40<04:03,  1.17it/s]
  close:  53%|█████▎    | 327/612 [04:40<04:23,  1.08it/s]
                                                          

  close:  53%|█████▎    | 327/612 [04:41<04:23,  1.08it/s]
  close:  54%|█████▎    | 328/612 [04:41<04:17,  1.10it/s]
                                                          

  close:  54%|█████▎    | 328/612 [04:42<04:17,  1.10it/s]
  close:  54%|█████▍    | 329/612 [04:42<04:03,  1.16it/s]
                                                          

  close:  54%|█████▍    | 329/612 [04:43<04:03,  1.16it/s]
  close:  54%|█████▍    | 330/612 [04:43<04:00,  1.17it/s]
                                                          

  close:  54%|█████▍    | 330/612 [04:43<04:00,  1.17it/s]
  close:  54%|█████▍    | 331/612 [04:43<03:33,  1.32it/s]
                                                          

  close:  54%|█████▍    | 331/612 [04:46<03:33,  1.32it/s]
  close:  54%|█████▍    | 332/612 [04:46<05:36,  1.20s/it]
                                                          

  close:  54%|█████▍    | 332/612 [04:47<05:36,  1.20s/it]
  close:  54%|█████▍    | 333/612 [04:47<05:29,  1.18s/it]
                                                          

  close:  54%|█████▍    | 333/612 [04:48<05:29,  1.18s/it]
  close:  55%|█████▍    | 334/612 [04:48<04:51,  1.05s/it]
                                                          

  close:  55%|█████▍    | 334/612 [04:49<04:51,  1.05s/it]
  close:  55%|█████▍    | 335/612 [04:49<04:54,  1.06s/it]
                                                          

  close:  55%|█████▍    | 335/612 [04:50<04:54,  1.06s/it]
  close:  55%|█████▍    | 336/612 [04:50<04:41,  1.02s/it]
                                                          

  close:  55%|█████▍    | 336/612 [04:50<04:41,  1.02s/it]
  close:  55%|█████▌    | 337/612 [04:50<04:14,  1.08it/s]
                                                          

  close:  55%|█████▌    | 337/612 [04:51<04:14,  1.08it/s]
  close:  55%|█████▌    | 338/612 [04:51<04:33,  1.00it/s]
                                                          

  close:  55%|█████▌    | 338/612 [04:52<04:33,  1.00it/s]
  close:  55%|█████▌    | 339/612 [04:52<04:00,  1.14it/s]
                                                          

  close:  55%|█████▌    | 339/612 [04:53<04:00,  1.14it/s]
  close:  56%|█████▌    | 340/612 [04:53<04:25,  1.02it/s]
                                                          

  close:  56%|█████▌    | 340/612 [04:54<04:25,  1.02it/s]
  close:  56%|█████▌    | 341/612 [04:54<04:01,  1.12it/s]
                                                          

  close:  56%|█████▌    | 341/612 [04:54<04:01,  1.12it/s]
  close:  56%|█████▌    | 342/612 [04:54<03:06,  1.45it/s]
                                                          

  close:  56%|█████▌    | 342/612 [04:55<03:06,  1.45it/s]
  close:  56%|█████▌    | 343/612 [04:55<03:03,  1.46it/s]
                                                          

  close:  56%|█████▌    | 343/612 [04:56<03:03,  1.46it/s]
  close:  56%|█████▌    | 344/612 [04:56<03:36,  1.24it/s]
                                                          

  close:  56%|█████▌    | 344/612 [04:57<03:36,  1.24it/s]
  close:  56%|█████▋    | 345/612 [04:57<03:42,  1.20it/s]
                                                          

  close:  56%|█████▋    | 345/612 [04:58<03:42,  1.20it/s]
  close:  57%|█████▋    | 346/612 [04:58<03:49,  1.16it/s]
                                                          

  close:  57%|█████▋    | 346/612 [04:59<03:49,  1.16it/s]
  close:  57%|█████▋    | 347/612 [04:59<03:52,  1.14it/s]
                                                          

  close:  57%|█████▋    | 347/612 [04:59<03:52,  1.14it/s]
  close:  57%|█████▋    | 348/612 [04:59<03:48,  1.16it/s]
                                                          

  close:  57%|█████▋    | 348/612 [05:00<03:48,  1.16it/s]
  close:  57%|█████▋    | 349/612 [05:00<03:47,  1.16it/s]
                                                          

  close:  57%|█████▋    | 349/612 [05:01<03:47,  1.16it/s]
  close:  57%|█████▋    | 350/612 [05:01<03:50,  1.14it/s]
                                                          

  close:  57%|█████▋    | 350/612 [05:02<03:50,  1.14it/s]
  close:  57%|█████▋    | 351/612 [05:02<03:46,  1.15it/s]
                                                          

  close:  57%|█████▋    | 351/612 [05:03<03:46,  1.15it/s]
  close:  58%|█████▊    | 352/612 [05:03<04:03,  1.07it/s]
                                                          

  close:  58%|█████▊    | 352/612 [05:04<04:03,  1.07it/s]
  close:  58%|█████▊    | 353/612 [05:04<03:59,  1.08it/s]
                                                          

  close:  58%|█████▊    | 353/612 [05:05<03:59,  1.08it/s]
  close:  58%|█████▊    | 354/612 [05:05<03:32,  1.21it/s]
                                                          

  close:  58%|█████▊    | 354/612 [05:06<03:32,  1.21it/s]
  close:  58%|█████▊    | 355/612 [05:06<03:59,  1.07it/s]
                                                          

  close:  58%|█████▊    | 355/612 [05:07<03:59,  1.07it/s]
  close:  58%|█████▊    | 356/612 [05:07<04:09,  1.03it/s]
                                                          

  close:  58%|█████▊    | 356/612 [05:08<04:09,  1.03it/s]
  close:  58%|█████▊    | 357/612 [05:08<03:57,  1.07it/s]
                                                          

  close:  58%|█████▊    | 357/612 [05:09<03:57,  1.07it/s]
  close:  58%|█████▊    | 358/612 [05:09<04:14,  1.00s/it]
                                                          

  close:  58%|█████▊    | 358/612 [05:10<04:14,  1.00s/it]
  close:  59%|█████▊    | 359/612 [05:10<03:50,  1.10it/s]
                                                          

  close:  59%|█████▊    | 359/612 [05:10<03:50,  1.10it/s]
  close:  59%|█████▉    | 360/612 [05:10<03:37,  1.16it/s]
                                                          

  close:  59%|█████▉    | 360/612 [05:13<03:37,  1.16it/s]
  close:  59%|█████▉    | 361/612 [05:13<05:46,  1.38s/it]
                                                          

  close:  59%|█████▉    | 361/612 [05:14<05:46,  1.38s/it]
  close:  59%|█████▉    | 362/612 [05:14<04:55,  1.18s/it]
                                                          

  close:  59%|█████▉    | 362/612 [05:15<04:55,  1.18s/it]
  close:  59%|█████▉    | 363/612 [05:15<04:39,  1.12s/it]
                                                          

  close:  59%|█████▉    | 363/612 [05:16<04:39,  1.12s/it]
  close:  59%|█████▉    | 364/612 [05:16<04:43,  1.14s/it]
                                                          

  close:  59%|█████▉    | 364/612 [05:19<04:43,  1.14s/it]
  close:  60%|█████▉    | 365/612 [05:19<06:37,  1.61s/it]
                                                          

  close:  60%|█████▉    | 365/612 [05:19<06:37,  1.61s/it]
  close:  60%|█████▉    | 366/612 [05:19<04:56,  1.20s/it]
                                                          

  close:  60%|█████▉    | 366/612 [05:19<04:56,  1.20s/it]
  close:  60%|█████▉    | 367/612 [05:19<04:00,  1.02it/s]
                                                          

  close:  60%|█████▉    | 367/612 [05:20<04:00,  1.02it/s]
  close:  60%|██████    | 368/612 [05:20<03:42,  1.10it/s]
                                                          

  close:  60%|██████    | 368/612 [05:21<03:42,  1.10it/s]
  close:  60%|██████    | 369/612 [05:21<03:36,  1.12it/s]
                                                          

  close:  60%|██████    | 369/612 [05:22<03:36,  1.12it/s]
  close:  60%|██████    | 370/612 [05:22<03:43,  1.08it/s]
                                                          

  close:  60%|██████    | 370/612 [05:22<03:43,  1.08it/s]
  close:  61%|██████    | 371/612 [05:22<03:20,  1.20it/s]
                                                          

  close:  61%|██████    | 371/612 [05:23<03:20,  1.20it/s]
  close:  61%|██████    | 372/612 [05:23<03:10,  1.26it/s]
                                                          

  close:  61%|██████    | 372/612 [05:24<03:10,  1.26it/s]
  close:  61%|██████    | 373/612 [05:24<03:14,  1.23it/s]
                                                          

  close:  61%|██████    | 373/612 [05:25<03:14,  1.23it/s]
  close:  61%|██████    | 374/612 [05:25<03:18,  1.20it/s]
                                                          

  close:  61%|██████    | 374/612 [05:27<03:18,  1.20it/s]
  close:  61%|██████▏   | 375/612 [05:27<04:40,  1.18s/it]
                                                          

  close:  61%|██████▏   | 375/612 [05:27<04:40,  1.18s/it]
  close:  61%|██████▏   | 376/612 [05:27<03:33,  1.11it/s]
                                                          

  close:  61%|██████▏   | 376/612 [05:28<03:33,  1.11it/s]
  close:  62%|██████▏   | 377/612 [05:28<03:38,  1.08it/s]
                                                          

  close:  62%|██████▏   | 377/612 [05:30<03:38,  1.08it/s]
  close:  62%|██████▏   | 378/612 [05:30<04:09,  1.07s/it]
                                                          

  close:  62%|██████▏   | 378/612 [05:31<04:09,  1.07s/it]
  close:  62%|██████▏   | 379/612 [05:31<04:57,  1.28s/it]
                                                          

  close:  62%|██████▏   | 379/612 [05:32<04:57,  1.28s/it]
  close:  62%|██████▏   | 380/612 [05:32<04:12,  1.09s/it]
                                                          

  close:  62%|██████▏   | 380/612 [05:33<04:12,  1.09s/it]
  close:  62%|██████▏   | 381/612 [05:33<04:25,  1.15s/it]
                                                          

  close:  62%|██████▏   | 381/612 [05:34<04:25,  1.15s/it]
  close:  62%|██████▏   | 382/612 [05:34<03:51,  1.01s/it]
                                                          

  close:  62%|██████▏   | 382/612 [05:35<03:51,  1.01s/it]
  close:  63%|██████▎   | 383/612 [05:35<03:56,  1.03s/it]
                                                          

  close:  63%|██████▎   | 383/612 [05:36<03:56,  1.03s/it]
  close:  63%|██████▎   | 384/612 [05:36<03:31,  1.08it/s]
                                                          

  close:  63%|██████▎   | 384/612 [05:36<03:31,  1.08it/s]
  close:  63%|██████▎   | 385/612 [05:36<03:12,  1.18it/s]
                                                          

  close:  63%|██████▎   | 385/612 [05:38<03:12,  1.18it/s]
  close:  63%|██████▎   | 386/612 [05:38<03:43,  1.01it/s]
                                                          

  close:  63%|██████▎   | 386/612 [05:39<03:43,  1.01it/s]
  close:  63%|██████▎   | 387/612 [05:39<03:36,  1.04it/s]
                                                          

  close:  63%|██████▎   | 387/612 [05:40<03:36,  1.04it/s]
  close:  63%|██████▎   | 388/612 [05:40<04:36,  1.23s/it]
                                                          

  close:  63%|██████▎   | 388/612 [05:41<04:36,  1.23s/it]
  close:  64%|██████▎   | 389/612 [05:41<04:01,  1.08s/it]
                                                          

  close:  64%|██████▎   | 389/612 [05:43<04:01,  1.08s/it]
  close:  64%|██████▎   | 390/612 [05:43<04:22,  1.18s/it]
                                                          

  close:  64%|██████▎   | 390/612 [05:43<04:22,  1.18s/it]
  close:  64%|██████▍   | 391/612 [05:43<04:00,  1.09s/it]
                                                          

  close:  64%|██████▍   | 391/612 [05:45<04:00,  1.09s/it]
  close:  64%|██████▍   | 392/612 [05:45<03:58,  1.09s/it]
                                                          

  close:  64%|██████▍   | 392/612 [05:45<03:58,  1.09s/it]
  close:  64%|██████▍   | 393/612 [05:45<03:45,  1.03s/it]
                                                          

  close:  64%|██████▍   | 393/612 [05:47<03:45,  1.03s/it]
  close:  64%|██████▍   | 394/612 [05:47<04:07,  1.14s/it]
                                                          

  close:  64%|██████▍   | 394/612 [05:47<04:07,  1.14s/it]
  close:  65%|██████▍   | 395/612 [05:47<03:35,  1.01it/s]
                                                          

  close:  65%|██████▍   | 395/612 [05:50<03:35,  1.01it/s]
  close:  65%|██████▍   | 396/612 [05:50<05:04,  1.41s/it]
                                                          

  close:  65%|██████▍   | 396/612 [05:51<05:04,  1.41s/it]
  close:  65%|██████▍   | 397/612 [05:51<04:25,  1.23s/it]
                                                          

  close:  65%|██████▍   | 397/612 [05:51<04:25,  1.23s/it]
  close:  65%|██████▌   | 398/612 [05:51<03:44,  1.05s/it]
                                                          

  close:  65%|██████▌   | 398/612 [05:52<03:44,  1.05s/it]
  close:  65%|██████▌   | 399/612 [05:52<03:20,  1.06it/s]
                                                          

  close:  65%|██████▌   | 399/612 [05:53<03:20,  1.06it/s]
  close:  65%|██████▌   | 400/612 [05:53<03:06,  1.13it/s]
                                                          

  close:  65%|██████▌   | 400/612 [05:53<03:06,  1.13it/s]
  close:  66%|██████▌   | 401/612 [05:53<02:56,  1.19it/s]
                                                          

  close:  66%|██████▌   | 401/612 [05:55<02:56,  1.19it/s]
  close:  66%|██████▌   | 402/612 [05:55<03:11,  1.10it/s]
                                                          

  close:  66%|██████▌   | 402/612 [05:55<03:11,  1.10it/s]
  close:  66%|██████▌   | 403/612 [05:55<03:08,  1.11it/s]
                                                          

  close:  66%|██████▌   | 403/612 [05:56<03:08,  1.11it/s]
  close:  66%|██████▌   | 404/612 [05:56<02:58,  1.16it/s]
                                                          

  close:  66%|██████▌   | 404/612 [05:57<02:58,  1.16it/s]
  close:  66%|██████▌   | 405/612 [05:57<02:50,  1.22it/s]
                                                          

  close:  66%|██████▌   | 405/612 [05:58<02:50,  1.22it/s]
  close:  66%|██████▋   | 406/612 [05:58<03:12,  1.07it/s]
                                                          

  close:  66%|██████▋   | 406/612 [05:59<03:12,  1.07it/s]
  close:  67%|██████▋   | 407/612 [05:59<03:08,  1.09it/s]
                                                          

  close:  67%|██████▋   | 407/612 [06:00<03:08,  1.09it/s]
  close:  67%|██████▋   | 408/612 [06:00<02:47,  1.22it/s]
                                                          

  close:  67%|██████▋   | 408/612 [06:00<02:47,  1.22it/s]
  close:  67%|██████▋   | 409/612 [06:00<02:35,  1.31it/s]
                                                          

  close:  67%|██████▋   | 409/612 [06:01<02:35,  1.31it/s]
  close:  67%|██████▋   | 410/612 [06:01<02:39,  1.27it/s]
                                                          

  close:  67%|██████▋   | 410/612 [06:02<02:39,  1.27it/s]
  close:  67%|██████▋   | 411/612 [06:02<02:46,  1.21it/s]
                                                          

  close:  67%|██████▋   | 411/612 [06:03<02:46,  1.21it/s]
  close:  67%|██████▋   | 412/612 [06:03<02:51,  1.17it/s]
                                                          

  close:  67%|██████▋   | 412/612 [06:04<02:51,  1.17it/s]
  close:  67%|██████▋   | 413/612 [06:04<03:23,  1.02s/it]
                                                          

  close:  67%|██████▋   | 413/612 [06:06<03:23,  1.02s/it]
  close:  68%|██████▊   | 414/612 [06:06<03:41,  1.12s/it]
                                                          

  close:  68%|██████▊   | 414/612 [06:07<03:41,  1.12s/it]
  close:  68%|██████▊   | 415/612 [06:07<03:43,  1.13s/it]
                                                          

  close:  68%|██████▊   | 415/612 [06:08<03:43,  1.13s/it]
  close:  68%|██████▊   | 416/612 [06:08<03:53,  1.19s/it]
                                                          

  close:  68%|██████▊   | 416/612 [06:09<03:53,  1.19s/it]
  close:  68%|██████▊   | 417/612 [06:09<03:39,  1.12s/it]
                                                          

  close:  68%|██████▊   | 417/612 [06:10<03:39,  1.12s/it]
  close:  68%|██████▊   | 418/612 [06:10<03:24,  1.06s/it]
                                                          

  close:  68%|██████▊   | 418/612 [06:11<03:24,  1.06s/it]
  close:  68%|██████▊   | 419/612 [06:11<03:38,  1.13s/it]
                                                          

  close:  68%|██████▊   | 419/612 [06:13<03:38,  1.13s/it]
  close:  69%|██████▊   | 420/612 [06:13<03:42,  1.16s/it]
                                                          

  close:  69%|██████▊   | 420/612 [06:13<03:42,  1.16s/it]
  close:  69%|██████▉   | 421/612 [06:13<02:58,  1.07it/s]
                                                          

  close:  69%|██████▉   | 421/612 [06:14<02:58,  1.07it/s]
  close:  69%|██████▉   | 422/612 [06:14<03:05,  1.02it/s]
                                                          

  close:  69%|██████▉   | 422/612 [06:15<03:05,  1.02it/s]
  close:  69%|██████▉   | 423/612 [06:15<03:21,  1.07s/it]
                                                          

  close:  69%|██████▉   | 423/612 [06:16<03:21,  1.07s/it]
  close:  69%|██████▉   | 424/612 [06:16<03:11,  1.02s/it]
                                                          

  close:  69%|██████▉   | 424/612 [06:18<03:11,  1.02s/it]
  close:  69%|██████▉   | 425/612 [06:18<03:26,  1.10s/it]
                                                          

  close:  69%|██████▉   | 425/612 [06:19<03:26,  1.10s/it]
  close:  70%|██████▉   | 426/612 [06:19<03:27,  1.11s/it]
                                                          

  close:  70%|██████▉   | 426/612 [06:20<03:27,  1.11s/it]
  close:  70%|██████▉   | 427/612 [06:20<03:24,  1.10s/it]
                                                          

  close:  70%|██████▉   | 427/612 [06:21<03:24,  1.10s/it]
  close:  70%|██████▉   | 428/612 [06:21<03:15,  1.06s/it]
                                                          

  close:  70%|██████▉   | 428/612 [06:22<03:15,  1.06s/it]
  close:  70%|███████   | 429/612 [06:22<03:14,  1.06s/it]
                                                          

  close:  70%|███████   | 429/612 [06:23<03:14,  1.06s/it]
  close:  70%|███████   | 430/612 [06:23<03:21,  1.11s/it]
                                                          

  close:  70%|███████   | 430/612 [06:24<03:21,  1.11s/it]
  close:  70%|███████   | 431/612 [06:24<03:21,  1.11s/it]
                                                          

  close:  70%|███████   | 431/612 [06:25<03:21,  1.11s/it]
  close:  71%|███████   | 432/612 [06:25<03:28,  1.16s/it]
                                                          

  close:  71%|███████   | 432/612 [06:26<03:28,  1.16s/it]
  close:  71%|███████   | 433/612 [06:26<03:20,  1.12s/it]
                                                          

  close:  71%|███████   | 433/612 [06:28<03:20,  1.12s/it]
  close:  71%|███████   | 434/612 [06:28<03:32,  1.19s/it]
                                                          

  close:  71%|███████   | 434/612 [06:29<03:32,  1.19s/it]
  close:  71%|███████   | 435/612 [06:29<03:39,  1.24s/it]
                                                          
    [O] #1697   expected=close    | predicted="close"
+    [O] #1700   expected=close    | predicted="close"
+    [O] #1706   expected=close    | predicted="close"
+    [O] #1707   expected=close    | predicted="close"
+    [O] #1725   expected=close    | predicted="close"
+    [O] #1728   expected=close    | predicted="close"
+    [O] #1732   expected=close    | predicted="close"
+    [O] #1741   expected=close    | predicted="close"
+    [O] #1742   expected=close    | predicted="close"
+    [O] #1763   expected=close    | predicted="close"
+    [O] #1767   expected=close    | predicted="close"
+    [O] #1775   expected=close    | predicted="close"
+    [O] #1782   expected=close    | predicted="close"
+    [O] #1795   expected=close    | predicted="close"
+    [O] #1799   expected=close    | predicted="close"
+    [O] #1802   expected=close    | predicted="close"
+    [O] #1806   expected=close    | predicted="close"
+    [O] #1807   expected=close    | predicted="close"
+    [O] #1809   expected=close    | predicted="close"
+    [O] #1811   expected=close    | predicted="close"
+    [O] #1812   expected=close    | predicted="close"
+    [O] #1814   expected=close    | predicted="close"
+    [O] #1815   expected=close    | predicted="close"
+    [O] #1816   expected=close    | predicted="close"
+    [O] #1817   expected=close    | predicted="close"
+    [O] #1823   expected=close    | predicted="close"
+    [O] #1824   expected=close    | predicted="close"
+    [O] #1825   expected=close    | predicted="close"
+    [O] #1833   expected=close    | predicted="close"
+    [O] #1843   expected=close    | predicted="close"
+    [O] #1844   expected=close    | predicted="close"
+    [O] #1860   expected=close    | predicted="close"
+    [O] #1865   expected=close    | predicted="close"
+    [O] #1871   expected=close    | predicted="close"
+    [O] #1872   expected=close    | predicted="close"
+    [O] #1879   expected=close    | predicted="close"
+    [O] #1881   expected=close    | predicted="close"
+    [O] #1887   expected=close    | predicted="close"
+    [O] #1890   expected=close    | predicted="close"
+    [X] #1898   expected=close    | predicted="cup is positioned a significant distance from spatula."
+    [O] #1900   expected=close    | predicted="close"
+    [O] #1901   expected=close    | predicted="close"
+    [O] #1902   expected=close    | predicted="close"
+    [O] #1914   expected=close    | predicted="close"
+    [O] #1927   expected=close    | predicted="close"
+    [O] #1935   expected=close    | predicted="close"
+    [O] #1944   expected=close    | predicted="close"
+    [O] #1949   expected=close    | predicted="close"
+    [O] #1951   expected=close    | predicted="close"
+    [O] #1963   expected=close    | predicted="close"
+    [O] #1979   expected=close    | predicted="close"
+    [O] #1980   expected=close    | predicted="close"
+    [O] #1984   expected=close    | predicted="close"
+    [O] #1994   expected=close    | predicted="close"
+    [O] #2004   expected=close    | predicted="close"
+    [O] #2005   expected=close    | predicted="close"
+    [O] #2006   expected=close    | predicted="close"
+    [O] #2009   expected=close    | predicted="close"
+    [O] #2012   expected=close    | predicted="close"
+    [O] #2015   expected=close    | predicted="close"
+    [O] #2022   expected=close    | predicted="close"
+    [O] #2031   expected=close    | predicted="close"
+    [O] #2056   expected=close    | predicted="close"
+    [O] #2060   expected=close    | predicted="close"
+    [O] #2062   expected=close    | predicted="close"
+    [O] #2069   expected=close    | predicted="close"
+    [O] #2073   expected=close    | predicted="close"
+    [O] #2079   expected=close    | predicted="close"
+    [X] #2082   expected=close    | predicted="window is positioned a significant distance from the camera compared to fork."
+    [O] #2085   expected=close    | predicted="close"
+    [O] #2095   expected=close    | predicted="close"
+    [O] #2096   expected=close    | predicted="close"
+    [X] #2108   expected=close    | predicted="watch is positioned a significant distance from the camera compared to coffeetab"
+    [O] #2110   expected=close    | predicted="close"
+    [O] #2111   expected=close    | predicted="close"
+    [O] #2138   expected=close    | predicted="close"
+    [O] #2148   expected=close    | predicted="close"
+    [O] #2155   expected=close    | predicted="close"
+    [O] #2170   expected=close    | predicted="close"
+    [O] #2175   expected=close    | predicted="close"
+    [O] #2183   expected=close    | predicted="close"
+    [O] #2184   expected=close    | predicted="close"
+    [X] #2186   expected=close    | predicted="plate is positioned a significant distance from drawer."
+    [O] #2193   expected=close    | predicted="close"
+    [O] #2194   expected=close    | predicted="close"
+    [O] #2203   expected=close    | predicted="close"
+    [X] #2235   expected=close    | predicted="mug is positioned a significant distance from the viewer."
+    [O] #2249   expected=close    | predicted="close"
+    [O] #2262   expected=close    | predicted="close"
+    [O] #2271   expected=close    | predicted="close"
+    [O] #2276   expected=close    | predicted="close"
+    [O] #2284   expected=close    | predicted="close"
+    [O] #2295   expected=close    | predicted="close"
+    [O] #2296   expected=close    | predicted="close"
+    [O] #2314   expected=close    | predicted="close"
+    [O] #2315   expected=close    | predicted="glassbottle is positioned close to the camera compared to toaster."
+    [O] #2321   expected=close    | predicted="close"
+    [O] #2329   expected=close    | predicted="close"
+    [O] #2332   expected=close    | predicted="close"
+    [O] #2335   expected=close    | predicted="close"
+    [O] #2338   expected=close    | predicted="close"
+    [O] #2345   expected=close    | predicted="close"
+    [O] #2350   expected=close    | predicted="close"
+    [X] #2351   expected=close    | predicted="plate is positioned a significant distance from the camera compared to spatula."
+    [O] #2371   expected=close    | predicted="close"
+    [O] #2374   expected=close    | predicted="close"
+    [O] #2375   expected=close    | predicted="close"
+    [O] #2385   expected=close    | predicted="close"
+    [O] #2393   expected=close    | predicted="close"
+    [O] #2397   expected=close    | predicted="close"
+    [O] #2403   expected=close    | predicted="close"
+    [O] #2411   expected=close    | predicted="close"
+    [O] #2414   expected=close    | predicted="close"
+    [O] #2419   expected=close    | predicted="close"
+    [O] #2420   expected=close    | predicted="close"
+    [O] #2421   expected=close    | predicted="close"
+    [O] #2422   expected=close    | predicted="close"
+    [O] #2427   expected=close    | predicted="close"
+    [O] #2429   expected=close    | predicted="close"
+    [O] #2439   expected=close    | predicted="close"
+    [O] #2441   expected=close    | predicted="close"
+    [O] #2455   expected=close    | predicted="close"
+    [O] #2456   expected=close    | predicted="close"
+    [O] #2460   expected=close    | predicted="close"
+    [O] #2465   expected=close    | predicted="close"
+    [O] #2484   expected=close    | predicted="close"
+    [O] #2487   expected=close    | predicted="close"
+    [O] #2490   expected=close    | predicted="close"
+    [O] #2494   expected=close    | predicted="close"
+    [O] #2495   expected=close    | predicted="close"
+    [O] #2497   expected=close    | predicted="close"
+    [O] #2504   expected=close    | predicted="close"
+    [O] #2508   expected=close    | predicted="close"
+    [O] #2513   expected=close    | predicted="close"
+    [O] #2514   expected=close    | predicted="close"
+    [O] #2517   expected=close    | predicted="close"
+    [O] #2522   expected=close    | predicted="close"
+    [O] #2524   expected=close    | predicted="close"
+    [O] #2535   expected=close    | predicted="close"
+    [O] #2536   expected=close    | predicted="close"
+    [O] #2550   expected=close    | predicted="close"
+    [O] #2555   expected=close    | predicted="close"
+    [O] #2559   expected=close    | predicted="close"
+
  close:  71%|███████   | 435/612 [06:30<03:39,  1.24s/it]
  close:  71%|███████   | 436/612 [06:30<03:37,  1.24s/it]
                                                          

  close:  71%|███████   | 436/612 [06:32<03:37,  1.24s/it]
  close:  71%|███████▏  | 437/612 [06:32<03:43,  1.28s/it]
                                                          

  close:  71%|███████▏  | 437/612 [06:33<03:43,  1.28s/it]
  close:  72%|███████▏  | 438/612 [06:33<03:32,  1.22s/it]
                                                          

  close:  72%|███████▏  | 438/612 [06:34<03:32,  1.22s/it]
  close:  72%|███████▏  | 439/612 [06:34<03:37,  1.26s/it]
                                                          

  close:  72%|███████▏  | 439/612 [06:36<03:37,  1.26s/it]
  close:  72%|███████▏  | 440/612 [06:36<03:44,  1.31s/it]
                                                          

  close:  72%|███████▏  | 440/612 [06:37<03:44,  1.31s/it]
  close:  72%|███████▏  | 441/612 [06:37<03:41,  1.30s/it]
                                                          

  close:  72%|███████▏  | 441/612 [06:38<03:41,  1.30s/it]
  close:  72%|███████▏  | 442/612 [06:38<03:31,  1.25s/it]
                                                          

  close:  72%|███████▏  | 442/612 [06:39<03:31,  1.25s/it]
  close:  72%|███████▏  | 443/612 [06:39<03:15,  1.16s/it]
                                                          

  close:  72%|███████▏  | 443/612 [06:40<03:15,  1.16s/it]
  close:  73%|███████▎  | 444/612 [06:40<02:52,  1.03s/it]
                                                          

  close:  73%|███████▎  | 444/612 [06:41<02:52,  1.03s/it]
  close:  73%|███████▎  | 445/612 [06:41<02:55,  1.05s/it]
                                                          

  close:  73%|███████▎  | 445/612 [06:42<02:55,  1.05s/it]
  close:  73%|███████▎  | 446/612 [06:42<02:39,  1.04it/s]
                                                          

  close:  73%|███████▎  | 446/612 [06:42<02:39,  1.04it/s]
  close:  73%|███████▎  | 447/612 [06:42<02:37,  1.05it/s]
                                                          

  close:  73%|███████▎  | 447/612 [06:44<02:37,  1.05it/s]
  close:  73%|███████▎  | 448/612 [06:44<02:45,  1.01s/it]
                                                          

  close:  73%|███████▎  | 448/612 [06:45<02:45,  1.01s/it]
  close:  73%|███████▎  | 449/612 [06:45<02:57,  1.09s/it]
                                                          

  close:  73%|███████▎  | 449/612 [06:46<02:57,  1.09s/it]
  close:  74%|███████▎  | 450/612 [06:46<03:05,  1.14s/it]
                                                          

  close:  74%|███████▎  | 450/612 [06:48<03:05,  1.14s/it]
  close:  74%|███████▎  | 451/612 [06:48<03:15,  1.22s/it]
                                                          

  close:  74%|███████▎  | 451/612 [06:48<03:15,  1.22s/it]
  close:  74%|███████▍  | 452/612 [06:48<02:53,  1.09s/it]
                                                          

  close:  74%|███████▍  | 452/612 [06:49<02:53,  1.09s/it]
  close:  74%|███████▍  | 453/612 [06:49<02:50,  1.07s/it]
                                                          

  close:  74%|███████▍  | 453/612 [06:51<02:50,  1.07s/it]
  close:  74%|███████▍  | 454/612 [06:51<03:18,  1.25s/it]
                                                          

  close:  74%|███████▍  | 454/612 [06:52<03:18,  1.25s/it]
  close:  74%|███████▍  | 455/612 [06:52<03:21,  1.29s/it]
                                                          

  close:  74%|███████▍  | 455/612 [06:54<03:21,  1.29s/it]
  close:  75%|███████▍  | 456/612 [06:54<03:26,  1.32s/it]
                                                          

  close:  75%|███████▍  | 456/612 [06:55<03:26,  1.32s/it]
  close:  75%|███████▍  | 457/612 [06:55<03:17,  1.27s/it]
                                                          

  close:  75%|███████▍  | 457/612 [06:57<03:17,  1.27s/it]
  close:  75%|███████▍  | 458/612 [06:57<03:29,  1.36s/it]
                                                          

  close:  75%|███████▍  | 458/612 [06:58<03:29,  1.36s/it]
  close:  75%|███████▌  | 459/612 [06:58<03:21,  1.32s/it]
                                                          

  close:  75%|███████▌  | 459/612 [06:59<03:21,  1.32s/it]
  close:  75%|███████▌  | 460/612 [06:59<03:02,  1.20s/it]
                                                          

  close:  75%|███████▌  | 460/612 [07:01<03:02,  1.20s/it]
  close:  75%|███████▌  | 461/612 [07:01<03:40,  1.46s/it]
                                                          

  close:  75%|███████▌  | 461/612 [07:02<03:40,  1.46s/it]
  close:  75%|███████▌  | 462/612 [07:02<03:26,  1.38s/it]
                                                          

  close:  75%|███████▌  | 462/612 [07:03<03:26,  1.38s/it]
  close:  76%|███████▌  | 463/612 [07:03<03:21,  1.35s/it]
                                                          

  close:  76%|███████▌  | 463/612 [07:04<03:21,  1.35s/it]
  close:  76%|███████▌  | 464/612 [07:04<03:06,  1.26s/it]
                                                          

  close:  76%|███████▌  | 464/612 [07:05<03:06,  1.26s/it]
  close:  76%|███████▌  | 465/612 [07:05<02:52,  1.17s/it]
                                                          

  close:  76%|███████▌  | 465/612 [07:07<02:52,  1.17s/it]
  close:  76%|███████▌  | 466/612 [07:07<03:01,  1.25s/it]
                                                          

  close:  76%|███████▌  | 466/612 [07:08<03:01,  1.25s/it]
  close:  76%|███████▋  | 467/612 [07:08<02:58,  1.23s/it]
                                                          

  close:  76%|███████▋  | 467/612 [07:09<02:58,  1.23s/it]
  close:  76%|███████▋  | 468/612 [07:09<02:43,  1.14s/it]
                                                          

  close:  76%|███████▋  | 468/612 [07:10<02:43,  1.14s/it]
  close:  77%|███████▋  | 469/612 [07:10<03:05,  1.30s/it]
                                                          

  close:  77%|███████▋  | 469/612 [07:11<03:05,  1.30s/it]
  close:  77%|███████▋  | 470/612 [07:11<02:43,  1.15s/it]
                                                          

  close:  77%|███████▋  | 470/612 [07:13<02:43,  1.15s/it]
  close:  77%|███████▋  | 471/612 [07:13<03:05,  1.31s/it]
                                                          

  close:  77%|███████▋  | 471/612 [07:14<03:05,  1.31s/it]
  close:  77%|███████▋  | 472/612 [07:14<02:58,  1.27s/it]
                                                          

  close:  77%|███████▋  | 472/612 [07:15<02:58,  1.27s/it]
  close:  77%|███████▋  | 473/612 [07:15<02:56,  1.27s/it]
                                                          

  close:  77%|███████▋  | 473/612 [07:16<02:56,  1.27s/it]
  close:  77%|███████▋  | 474/612 [07:16<02:47,  1.21s/it]
                                                          

  close:  77%|███████▋  | 474/612 [07:18<02:47,  1.21s/it]
  close:  78%|███████▊  | 475/612 [07:18<02:44,  1.20s/it]
                                                          

  close:  78%|███████▊  | 475/612 [07:19<02:44,  1.20s/it]
  close:  78%|███████▊  | 476/612 [07:19<02:38,  1.16s/it]
                                                          

  close:  78%|███████▊  | 476/612 [07:20<02:38,  1.16s/it]
  close:  78%|███████▊  | 477/612 [07:20<02:38,  1.18s/it]
                                                          

  close:  78%|███████▊  | 477/612 [07:21<02:38,  1.18s/it]
  close:  78%|███████▊  | 478/612 [07:21<02:31,  1.13s/it]
                                                          

  close:  78%|███████▊  | 478/612 [07:22<02:31,  1.13s/it]
  close:  78%|███████▊  | 479/612 [07:22<02:36,  1.18s/it]
                                                          

  close:  78%|███████▊  | 479/612 [07:23<02:36,  1.18s/it]
  close:  78%|███████▊  | 480/612 [07:23<02:25,  1.10s/it]
                                                          

  close:  78%|███████▊  | 480/612 [07:25<02:25,  1.10s/it]
  close:  79%|███████▊  | 481/612 [07:25<02:44,  1.26s/it]
                                                          

  close:  79%|███████▊  | 481/612 [07:26<02:44,  1.26s/it]
  close:  79%|███████▉  | 482/612 [07:26<02:44,  1.26s/it]
                                                          

  close:  79%|███████▉  | 482/612 [07:26<02:44,  1.26s/it]
  close:  79%|███████▉  | 483/612 [07:26<02:11,  1.02s/it]
                                                          

  close:  79%|███████▉  | 483/612 [07:27<02:11,  1.02s/it]
  close:  79%|███████▉  | 484/612 [07:27<01:58,  1.08it/s]
                                                          

  close:  79%|███████▉  | 484/612 [07:30<01:58,  1.08it/s]
  close:  79%|███████▉  | 485/612 [07:30<03:26,  1.62s/it]
                                                          

  close:  79%|███████▉  | 485/612 [07:32<03:26,  1.62s/it]
  close:  79%|███████▉  | 486/612 [07:32<03:04,  1.46s/it]
                                                          

  close:  79%|███████▉  | 486/612 [07:33<03:04,  1.46s/it]
  close:  80%|███████▉  | 487/612 [07:33<03:01,  1.45s/it]
                                                          

  close:  80%|███████▉  | 487/612 [07:34<03:01,  1.45s/it]
  close:  80%|███████▉  | 488/612 [07:34<02:54,  1.41s/it]
                                                          

  close:  80%|███████▉  | 488/612 [07:35<02:54,  1.41s/it]
  close:  80%|███████▉  | 489/612 [07:35<02:42,  1.32s/it]
                                                          

  close:  80%|███████▉  | 489/612 [07:37<02:42,  1.32s/it]
  close:  80%|████████  | 490/612 [07:37<02:44,  1.35s/it]
                                                          

  close:  80%|████████  | 490/612 [07:38<02:44,  1.35s/it]
  close:  80%|████████  | 491/612 [07:38<02:34,  1.27s/it]
                                                          

  close:  80%|████████  | 491/612 [07:39<02:34,  1.27s/it]
  close:  80%|████████  | 492/612 [07:39<02:34,  1.28s/it]
                                                          

  close:  80%|████████  | 492/612 [07:40<02:34,  1.28s/it]
  close:  81%|████████  | 493/612 [07:40<02:13,  1.12s/it]
                                                          

  close:  81%|████████  | 493/612 [07:41<02:13,  1.12s/it]
  close:  81%|████████  | 494/612 [07:41<01:57,  1.00it/s]
                                                          

  close:  81%|████████  | 494/612 [07:41<01:57,  1.00it/s]
  close:  81%|████████  | 495/612 [07:41<01:48,  1.07it/s]
                                                          

  close:  81%|████████  | 495/612 [07:43<01:48,  1.07it/s]
  close:  81%|████████  | 496/612 [07:43<01:59,  1.03s/it]
                                                          

  close:  81%|████████  | 496/612 [07:44<01:59,  1.03s/it]
  close:  81%|████████  | 497/612 [07:44<02:02,  1.06s/it]
                                                          

  close:  81%|████████  | 497/612 [07:46<02:02,  1.06s/it]
  close:  81%|████████▏ | 498/612 [07:46<02:28,  1.30s/it]
                                                          

  close:  81%|████████▏ | 498/612 [07:47<02:28,  1.30s/it]
  close:  82%|████████▏ | 499/612 [07:47<02:26,  1.30s/it]
                                                          

  close:  82%|████████▏ | 499/612 [07:48<02:26,  1.30s/it]
  close:  82%|████████▏ | 500/612 [07:48<02:11,  1.17s/it]
                                                          

  close:  82%|████████▏ | 500/612 [07:49<02:11,  1.17s/it]
  close:  82%|████████▏ | 501/612 [07:49<01:58,  1.07s/it]
                                                          

  close:  82%|████████▏ | 501/612 [07:50<01:58,  1.07s/it]
  close:  82%|████████▏ | 502/612 [07:50<02:03,  1.12s/it]
                                                          

  close:  82%|████████▏ | 502/612 [07:51<02:03,  1.12s/it]
  close:  82%|████████▏ | 503/612 [07:51<02:04,  1.14s/it]
                                                          

  close:  82%|████████▏ | 503/612 [07:52<02:04,  1.14s/it]
  close:  82%|████████▏ | 504/612 [07:52<01:58,  1.10s/it]
                                                          

  close:  82%|████████▏ | 504/612 [07:53<01:58,  1.10s/it]
  close:  83%|████████▎ | 505/612 [07:53<02:05,  1.17s/it]
                                                          

  close:  83%|████████▎ | 505/612 [07:55<02:05,  1.17s/it]
  close:  83%|████████▎ | 506/612 [07:55<02:02,  1.16s/it]
                                                          

  close:  83%|████████▎ | 506/612 [07:56<02:02,  1.16s/it]
  close:  83%|████████▎ | 507/612 [07:56<02:07,  1.22s/it]
                                                          

  close:  83%|████████▎ | 507/612 [07:57<02:07,  1.22s/it]
  close:  83%|████████▎ | 508/612 [07:57<02:02,  1.18s/it]
                                                          

  close:  83%|████████▎ | 508/612 [07:58<02:02,  1.18s/it]
  close:  83%|████████▎ | 509/612 [07:58<01:58,  1.15s/it]
                                                          

  close:  83%|████████▎ | 509/612 [07:59<01:58,  1.15s/it]
  close:  83%|████████▎ | 510/612 [07:59<01:53,  1.11s/it]
                                                          

  close:  83%|████████▎ | 510/612 [08:00<01:53,  1.11s/it]
  close:  83%|████████▎ | 511/612 [08:00<01:53,  1.13s/it]
                                                          

  close:  83%|████████▎ | 511/612 [08:02<01:53,  1.13s/it]
  close:  84%|████████▎ | 512/612 [08:02<02:01,  1.21s/it]
                                                          

  close:  84%|████████▎ | 512/612 [08:03<02:01,  1.21s/it]
  close:  84%|████████▍ | 513/612 [08:03<01:57,  1.19s/it]
                                                          

  close:  84%|████████▍ | 513/612 [08:04<01:57,  1.19s/it]
  close:  84%|████████▍ | 514/612 [08:04<02:04,  1.27s/it]
                                                          

  close:  84%|████████▍ | 514/612 [08:06<02:04,  1.27s/it]
  close:  84%|████████▍ | 515/612 [08:06<02:07,  1.32s/it]
                                                          

  close:  84%|████████▍ | 515/612 [08:07<02:07,  1.32s/it]
  close:  84%|████████▍ | 516/612 [08:07<01:56,  1.21s/it]
                                                          

  close:  84%|████████▍ | 516/612 [08:08<01:56,  1.21s/it]
  close:  84%|████████▍ | 517/612 [08:08<02:05,  1.32s/it]
                                                          

  close:  84%|████████▍ | 517/612 [08:10<02:05,  1.32s/it]
  close:  85%|████████▍ | 518/612 [08:10<02:12,  1.41s/it]
                                                          

  close:  85%|████████▍ | 518/612 [08:11<02:12,  1.41s/it]
  close:  85%|████████▍ | 519/612 [08:11<02:09,  1.39s/it]
                                                          

  close:  85%|████████▍ | 519/612 [08:12<02:09,  1.39s/it]
  close:  85%|████████▍ | 520/612 [08:12<02:03,  1.34s/it]
                                                          

  close:  85%|████████▍ | 520/612 [08:14<02:03,  1.34s/it]
  close:  85%|████████▌ | 521/612 [08:14<01:55,  1.27s/it]
                                                          

  close:  85%|████████▌ | 521/612 [08:15<01:55,  1.27s/it]
  close:  85%|████████▌ | 522/612 [08:15<02:06,  1.41s/it]
                                                          

  close:  85%|████████▌ | 522/612 [08:17<02:06,  1.41s/it]
  close:  85%|████████▌ | 523/612 [08:17<02:01,  1.36s/it]
                                                          

  close:  85%|████████▌ | 523/612 [08:18<02:01,  1.36s/it]
  close:  86%|████████▌ | 524/612 [08:18<02:11,  1.49s/it]
                                                          

  close:  86%|████████▌ | 524/612 [08:19<02:11,  1.49s/it]
  close:  86%|████████▌ | 525/612 [08:19<01:58,  1.36s/it]
                                                          

  close:  86%|████████▌ | 525/612 [08:21<01:58,  1.36s/it]
  close:  86%|████████▌ | 526/612 [08:21<01:52,  1.31s/it]
                                                          

  close:  86%|████████▌ | 526/612 [08:21<01:52,  1.31s/it]
  close:  86%|████████▌ | 527/612 [08:21<01:41,  1.19s/it]
                                                          

  close:  86%|████████▌ | 527/612 [08:23<01:41,  1.19s/it]
  close:  86%|████████▋ | 528/612 [08:23<01:38,  1.18s/it]
                                                          

  close:  86%|████████▋ | 528/612 [08:24<01:38,  1.18s/it]
  close:  86%|████████▋ | 529/612 [08:24<01:40,  1.20s/it]
                                                          

  close:  86%|████████▋ | 529/612 [08:25<01:40,  1.20s/it]
  close:  87%|████████▋ | 530/612 [08:25<01:40,  1.22s/it]
                                                          

  close:  87%|████████▋ | 530/612 [08:26<01:40,  1.22s/it]
  close:  87%|████████▋ | 531/612 [08:26<01:34,  1.17s/it]
                                                          

  close:  87%|████████▋ | 531/612 [08:28<01:34,  1.17s/it]
  close:  87%|████████▋ | 532/612 [08:28<01:36,  1.21s/it]
                                                          

  close:  87%|████████▋ | 532/612 [08:29<01:36,  1.21s/it]
  close:  87%|████████▋ | 533/612 [08:29<01:44,  1.32s/it]
                                                          

  close:  87%|████████▋ | 533/612 [08:30<01:44,  1.32s/it]
  close:  87%|████████▋ | 534/612 [08:30<01:34,  1.21s/it]
                                                          

  close:  87%|████████▋ | 534/612 [08:31<01:34,  1.21s/it]
  close:  87%|████████▋ | 535/612 [08:31<01:34,  1.22s/it]
                                                          

  close:  87%|████████▋ | 535/612 [08:33<01:34,  1.22s/it]
  close:  88%|████████▊ | 536/612 [08:33<01:33,  1.24s/it]
                                                          

  close:  88%|████████▊ | 536/612 [08:34<01:33,  1.24s/it]
  close:  88%|████████▊ | 537/612 [08:34<01:29,  1.19s/it]
                                                          

  close:  88%|████████▊ | 537/612 [08:34<01:29,  1.19s/it]
  close:  88%|████████▊ | 538/612 [08:34<01:16,  1.03s/it]
                                                          

  close:  88%|████████▊ | 538/612 [08:35<01:16,  1.03s/it]
  close:  88%|████████▊ | 539/612 [08:35<01:15,  1.03s/it]
                                                          

  close:  88%|████████▊ | 539/612 [08:36<01:15,  1.03s/it]
  close:  88%|████████▊ | 540/612 [08:36<01:12,  1.01s/it]
                                                          

  close:  88%|████████▊ | 540/612 [08:37<01:12,  1.01s/it]
  close:  88%|████████▊ | 541/612 [08:37<01:09,  1.02it/s]
                                                          

  close:  88%|████████▊ | 541/612 [08:38<01:09,  1.02it/s]
  close:  89%|████████▊ | 542/612 [08:38<01:12,  1.04s/it]
                                                          

  close:  89%|████████▊ | 542/612 [08:40<01:12,  1.04s/it]
  close:  89%|████████▊ | 543/612 [08:40<01:15,  1.09s/it]
                                                          

  close:  89%|████████▊ | 543/612 [08:41<01:15,  1.09s/it]
  close:  89%|████████▉ | 544/612 [08:41<01:11,  1.05s/it]
                                                          

  close:  89%|████████▉ | 544/612 [08:41<01:11,  1.05s/it]
  close:  89%|████████▉ | 545/612 [08:41<01:04,  1.03it/s]
                                                          

  close:  89%|████████▉ | 545/612 [08:43<01:04,  1.03it/s]
  close:  89%|████████▉ | 546/612 [08:43<01:07,  1.02s/it]
                                                          

  close:  89%|████████▉ | 546/612 [08:43<01:07,  1.02s/it]
  close:  89%|████████▉ | 547/612 [08:43<01:04,  1.00it/s]
                                                          

  close:  89%|████████▉ | 547/612 [08:45<01:04,  1.00it/s]
  close:  90%|████████▉ | 548/612 [08:45<01:11,  1.12s/it]
                                                          

  close:  90%|████████▉ | 548/612 [08:46<01:11,  1.12s/it]
  close:  90%|████████▉ | 549/612 [08:46<01:06,  1.05s/it]
                                                          

  close:  90%|████████▉ | 549/612 [08:47<01:06,  1.05s/it]
  close:  90%|████████▉ | 550/612 [08:47<01:02,  1.01s/it]
                                                          

  close:  90%|████████▉ | 550/612 [08:47<01:02,  1.01s/it]
  close:  90%|█████████ | 551/612 [08:47<00:58,  1.05it/s]
                                                          

  close:  90%|█████████ | 551/612 [08:48<00:58,  1.05it/s]
  close:  90%|█████████ | 552/612 [08:48<00:53,  1.13it/s]
                                                          

  close:  90%|█████████ | 552/612 [08:49<00:53,  1.13it/s]
  close:  90%|█████████ | 553/612 [08:49<00:49,  1.20it/s]
                                                          

  close:  90%|█████████ | 553/612 [08:50<00:49,  1.20it/s]
  close:  91%|█████████ | 554/612 [08:50<00:49,  1.16it/s]
                                                          

  close:  91%|█████████ | 554/612 [08:51<00:49,  1.16it/s]
  close:  91%|█████████ | 555/612 [08:51<00:47,  1.19it/s]
                                                          

  close:  91%|█████████ | 555/612 [08:51<00:47,  1.19it/s]
  close:  91%|█████████ | 556/612 [08:52<00:47,  1.17it/s]
                                                          

  close:  91%|█████████ | 556/612 [08:53<00:47,  1.17it/s]
  close:  91%|█████████ | 557/612 [08:53<00:50,  1.10it/s]
                                                          

  close:  91%|█████████ | 557/612 [08:54<00:50,  1.10it/s]
  close:  91%|█████████ | 558/612 [08:54<01:03,  1.18s/it]
                                                          

  close:  91%|█████████ | 558/612 [08:55<01:03,  1.18s/it]
  close:  91%|█████████▏| 559/612 [08:55<00:58,  1.11s/it]
                                                          

  close:  91%|█████████▏| 559/612 [08:57<00:58,  1.11s/it]
  close:  92%|█████████▏| 560/612 [08:57<01:01,  1.19s/it]
                                                          

  close:  92%|█████████▏| 560/612 [08:58<01:01,  1.19s/it]
  close:  92%|█████████▏| 561/612 [08:58<01:03,  1.24s/it]
                                                          

  close:  92%|█████████▏| 561/612 [08:59<01:03,  1.24s/it]
  close:  92%|█████████▏| 562/612 [08:59<00:53,  1.08s/it]
                                                          

  close:  92%|█████████▏| 562/612 [09:00<00:53,  1.08s/it]
  close:  92%|█████████▏| 563/612 [09:00<00:51,  1.06s/it]
                                                          

  close:  92%|█████████▏| 563/612 [09:00<00:51,  1.06s/it]
  close:  92%|█████████▏| 564/612 [09:00<00:45,  1.05it/s]
                                                          

  close:  92%|█████████▏| 564/612 [09:02<00:45,  1.05it/s]
  close:  92%|█████████▏| 565/612 [09:02<00:50,  1.07s/it]
                                                          

  close:  92%|█████████▏| 565/612 [09:03<00:50,  1.07s/it]
  close:  92%|█████████▏| 566/612 [09:03<00:50,  1.10s/it]
                                                          

  close:  92%|█████████▏| 566/612 [09:04<00:50,  1.10s/it]
  close:  93%|█████████▎| 567/612 [09:04<00:50,  1.12s/it]
                                                          

  close:  93%|█████████▎| 567/612 [09:05<00:50,  1.12s/it]
  close:  93%|█████████▎| 568/612 [09:05<00:49,  1.12s/it]
                                                          

  close:  93%|█████████▎| 568/612 [09:07<00:49,  1.12s/it]
  close:  93%|█████████▎| 569/612 [09:07<00:49,  1.16s/it]
                                                          

  close:  93%|█████████▎| 569/612 [09:07<00:49,  1.16s/it]
  close:  93%|█████████▎| 570/612 [09:07<00:42,  1.00s/it]
                                                          

  close:  93%|█████████▎| 570/612 [09:08<00:42,  1.00s/it]
  close:  93%|█████████▎| 571/612 [09:08<00:42,  1.04s/it]
                                                          

  close:  93%|█████████▎| 571/612 [09:09<00:42,  1.04s/it]
  close:  93%|█████████▎| 572/612 [09:09<00:37,  1.06it/s]
                                                          

  close:  93%|█████████▎| 572/612 [09:10<00:37,  1.06it/s]
  close:  94%|█████████▎| 573/612 [09:10<00:41,  1.07s/it]
                                                          

  close:  94%|█████████▎| 573/612 [09:12<00:41,  1.07s/it]
  close:  94%|█████████▍| 574/612 [09:12<00:41,  1.10s/it]
                                                          

  close:  94%|█████████▍| 574/612 [09:13<00:41,  1.10s/it]
  close:  94%|█████████▍| 575/612 [09:13<00:42,  1.14s/it]
                                                          

  close:  94%|█████████▍| 575/612 [09:14<00:42,  1.14s/it]
  close:  94%|█████████▍| 576/612 [09:14<00:44,  1.22s/it]
                                                          

  close:  94%|█████████▍| 576/612 [09:15<00:44,  1.22s/it]
  close:  94%|█████████▍| 577/612 [09:15<00:38,  1.11s/it]
                                                          

  close:  94%|█████████▍| 577/612 [09:17<00:38,  1.11s/it]
  close:  94%|█████████▍| 578/612 [09:17<00:41,  1.23s/it]
                                                          

  close:  94%|█████████▍| 578/612 [09:17<00:41,  1.23s/it]
  close:  95%|█████████▍| 579/612 [09:17<00:37,  1.13s/it]
                                                          

  close:  95%|█████████▍| 579/612 [09:18<00:37,  1.13s/it]
  close:  95%|█████████▍| 580/612 [09:18<00:31,  1.01it/s]
                                                          

  close:  95%|█████████▍| 580/612 [09:19<00:31,  1.01it/s]
  close:  95%|█████████▍| 581/612 [09:19<00:33,  1.10s/it]
                                                          

  close:  95%|█████████▍| 581/612 [09:21<00:33,  1.10s/it]
  close:  95%|█████████▌| 582/612 [09:21<00:35,  1.20s/it]
                                                          

  close:  95%|█████████▌| 582/612 [09:22<00:35,  1.20s/it]
  close:  95%|█████████▌| 583/612 [09:22<00:32,  1.12s/it]
                                                          

  close:  95%|█████████▌| 583/612 [09:23<00:32,  1.12s/it]
  close:  95%|█████████▌| 584/612 [09:23<00:27,  1.01it/s]
                                                          
    [O] #2562   expected=close    | predicted="close"
+    [O] #2571   expected=close    | predicted="close"
+    [O] #2574   expected=close    | predicted="close"
+    [O] #2576   expected=close    | predicted="close"
+    [O] #2582   expected=close    | predicted="close"
+    [O] #2584   expected=close    | predicted="close"
+    [O] #2585   expected=close    | predicted="close"
+    [O] #2618   expected=close    | predicted="close"
+    [O] #2623   expected=close    | predicted="close"
+    [O] #2630   expected=close    | predicted="close"
+    [O] #2634   expected=close    | predicted="close"
+    [O] #2648   expected=close    | predicted="close"
+    [O] #2655   expected=close    | predicted="close"
+    [X] #2657   expected=close    | predicted="lamp"
+    [O] #2659   expected=close    | predicted="close"
+    [O] #2663   expected=close    | predicted="close"
+    [O] #2666   expected=close    | predicted="close"
+    [O] #2667   expected=close    | predicted="close"
+    [O] #2669   expected=close    | predicted="close"
+    [O] #2672   expected=close    | predicted="close"
+    [O] #2684   expected=close    | predicted="close"
+    [O] #2698   expected=close    | predicted="close"
+    [O] #2707   expected=close    | predicted="close"
+    [O] #2711   expected=close    | predicted="close"
+    [O] #2713   expected=close    | predicted="close"
+    [O] #2716   expected=close    | predicted="paper is positioned close to the camera."
+    [O] #2727   expected=close    | predicted="close"
+    [O] #2741   expected=close    | predicted="close"
+    [O] #2750   expected=close    | predicted="close"
+    [O] #2752   expected=close    | predicted="close"
+    [O] #2756   expected=close    | predicted="close"
+    [X] #2759   expected=close    | predicted="cabinet"
+    [O] #2760   expected=close    | predicted="close"
+    [O] #2763   expected=close    | predicted="close"
+    [O] #2764   expected=close    | predicted="close"
+    [O] #2774   expected=close    | predicted="close"
+    [O] #2778   expected=close    | predicted="close"
+    [O] #2783   expected=close    | predicted="close"
+    [O] #2789   expected=close    | predicted="close"
+    [O] #2790   expected=close    | predicted="close"
+    [O] #2791   expected=close    | predicted="close"
+    [O] #2793   expected=close    | predicted="close"
+    [O] #2794   expected=close    | predicted="close"
+    [O] #2801   expected=close    | predicted="close"
+    [O] #2803   expected=close    | predicted="close"
+    [O] #2813   expected=close    | predicted="close"
+    [O] #2814   expected=close    | predicted="close"
+    [O] #2815   expected=close    | predicted="close"
+    [O] #2829   expected=close    | predicted="close"
+    [X] #2843   expected=close    | predicted="night stand is positioned a significant distance from the camera compared to tab"
+    [O] #2847   expected=close    | predicted="close"
+    [O] #2848   expected=close    | predicted="close"
+    [O] #2849   expected=close    | predicted="close"
+    [O] #2851   expected=close    | predicted="close"
+    [O] #2853   expected=close    | predicted="close"
+    [O] #2859   expected=close    | predicted="close"
+    [O] #2866   expected=close    | predicted="close"
+    [O] #2868   expected=close    | predicted="close"
+    [O] #2869   expected=close    | predicted="close"
+    [O] #2870   expected=close    | predicted="close"
+    [O] #2879   expected=close    | predicted="close"
+    [O] #2881   expected=close    | predicted="close"
+    [O] #2882   expected=close    | predicted="close"
+    [O] #2883   expected=close    | predicted="close"
+    [O] #2887   expected=close    | predicted="close"
+    [O] #2896   expected=close    | predicted="close"
+    [O] #2897   expected=close    | predicted="close"
+    [O] #2907   expected=close    | predicted="close"
+    [O] #2912   expected=close    | predicted="close"
+    [O] #2930   expected=close    | predicted="close"
+    [O] #2941   expected=close    | predicted="close"
+    [O] #2964   expected=close    | predicted="close"
+    [O] #2993   expected=close    | predicted="close"
+    [O] #2998   expected=close    | predicted="close"
+    [O] #3000   expected=close    | predicted="close"
+    [O] #3003   expected=close    | predicted="close"
+    [O] #3009   expected=close    | predicted="close"
+    [O] #3010   expected=close    | predicted="close"
+    [O] #3011   expected=close    | predicted="close"
+    [O] #3015   expected=close    | predicted="close"
+    [O] #3021   expected=close    | predicted="close"
+    [O] #3040   expected=close    | predicted="close"
+    [O] #3069   expected=close    | predicted="close"
+    [O] #3073   expected=close    | predicted="close"
+    [O] #3081   expected=close    | predicted="close"
+    [O] #3089   expected=close    | predicted="close"
+    [X] #3096   expected=close    | predicted="cabinet"
+    [O] #3098   expected=close    | predicted="close"
+    [O] #3104   expected=close    | predicted="close"
+    [O] #3108   expected=close    | predicted="close"
+    [X] #3117   expected=close    | predicted="cabinet"
+    [O] #3118   expected=close    | predicted="close"
+    [O] #3121   expected=close    | predicted="close"
+    [O] #3122   expected=close    | predicted="close"
+    [O] #3135   expected=close    | predicted="close"
+    [O] #3148   expected=close    | predicted="close"
+    [O] #3156   expected=close    | predicted="close"
+    [O] #3158   expected=close    | predicted="close"
+    [O] #3159   expected=close    | predicted="close"
+    [O] #3160   expected=close    | predicted="close"
+    [O] #3162   expected=close    | predicted="close"
+    [O] #3191   expected=close    | predicted="close"
+    [O] #3199   expected=close    | predicted="close"
+    [O] #3211   expected=close    | predicted="close"
+    [O] #3214   expected=close    | predicted="close"
+    [O] #3220   expected=close    | predicted="close"
+    [O] #3222   expected=close    | predicted="close"
+    [O] #3225   expected=close    | predicted="close"
+    [O] #3233   expected=close    | predicted="close"
+    [X] #3239   expected=close    | predicted="cabinet"
+    [O] #3254   expected=close    | predicted="close"
+    [O] #3259   expected=close    | predicted="close"
+    [O] #3269   expected=close    | predicted="close"
+    [O] #3274   expected=close    | predicted="close"
+    [O] #3276   expected=close    | predicted="close"
+    [O] #3291   expected=close    | predicted="close"
+    [O] #3300   expected=close    | predicted="close"
+    [O] #3311   expected=close    | predicted="close"
+    [O] #3313   expected=close    | predicted="close"
+    [O] #3331   expected=close    | predicted="close"
+    [O] #3338   expected=close    | predicted="close"
+    [O] #3340   expected=close    | predicted="close"
+    [O] #3343   expected=close    | predicted="close"
+    [O] #3354   expected=close    | predicted="close"
+    [O] #3358   expected=close    | predicted="close"
+    [O] #3359   expected=close    | predicted="close"
+    [O] #3368   expected=close    | predicted="close"
+    [X] #3378   expected=close    | predicted="cabinet"
+    [O] #3381   expected=close    | predicted="close"
+    [O] #3402   expected=close    | predicted="close"
+    [O] #3406   expected=close    | predicted="close"
+    [O] #3407   expected=close    | predicted="close"
+    [O] #3411   expected=close    | predicted="close"
+    [O] #3419   expected=close    | predicted="close"
+    [O] #3429   expected=close    | predicted="close"
+    [O] #3431   expected=close    | predicted="close"
+    [O] #3432   expected=close    | predicted="close"
+    [O] #3439   expected=close    | predicted="close"
+    [O] #3440   expected=close    | predicted="close"
+    [O] #3452   expected=close    | predicted="close"
+    [O] #3455   expected=close    | predicted="close"
+    [O] #3458   expected=close    | predicted="close"
+    [O] #3461   expected=close    | predicted="close"
+    [O] #3478   expected=close    | predicted="close"
+    [O] #3482   expected=close    | predicted="close"
+    [O] #3492   expected=close    | predicted="close"
+    [O] #3496   expected=close    | predicted="close"
+    [O] #3497   expected=close    | predicted="close"
+    [O] #3498   expected=close    | predicted="close"
+
  close:  95%|█████████▌| 584/612 [09:24<00:27,  1.01it/s]
  close:  96%|█████████▌| 585/612 [09:24<00:28,  1.07s/it]
                                                          

  close:  96%|█████████▌| 585/612 [09:25<00:28,  1.07s/it]
  close:  96%|█████████▌| 586/612 [09:25<00:26,  1.00s/it]
                                                          

  close:  96%|█████████▌| 586/612 [09:26<00:26,  1.00s/it]
  close:  96%|█████████▌| 587/612 [09:26<00:27,  1.11s/it]
                                                          

  close:  96%|█████████▌| 587/612 [09:27<00:27,  1.11s/it]
  close:  96%|█████████▌| 588/612 [09:27<00:28,  1.17s/it]
                                                          

  close:  96%|█████████▌| 588/612 [09:29<00:28,  1.17s/it]
  close:  96%|█████████▌| 589/612 [09:29<00:28,  1.23s/it]
                                                          

  close:  96%|█████████▌| 589/612 [09:30<00:28,  1.23s/it]
  close:  96%|█████████▋| 590/612 [09:30<00:27,  1.25s/it]
                                                          

  close:  96%|█████████▋| 590/612 [09:31<00:27,  1.25s/it]
  close:  97%|█████████▋| 591/612 [09:31<00:25,  1.20s/it]
                                                          

  close:  97%|█████████▋| 591/612 [09:32<00:25,  1.20s/it]
  close:  97%|█████████▋| 592/612 [09:32<00:22,  1.10s/it]
                                                          

  close:  97%|█████████▋| 592/612 [09:33<00:22,  1.10s/it]
  close:  97%|█████████▋| 593/612 [09:33<00:22,  1.18s/it]
                                                          

  close:  97%|█████████▋| 593/612 [09:34<00:22,  1.18s/it]
  close:  97%|█████████▋| 594/612 [09:34<00:20,  1.12s/it]
                                                          

  close:  97%|█████████▋| 594/612 [09:35<00:20,  1.12s/it]
  close:  97%|█████████▋| 595/612 [09:35<00:17,  1.02s/it]
                                                          

  close:  97%|█████████▋| 595/612 [09:36<00:17,  1.02s/it]
  close:  97%|█████████▋| 596/612 [09:36<00:15,  1.03it/s]
                                                          

  close:  97%|█████████▋| 596/612 [09:37<00:15,  1.03it/s]
  close:  98%|█████████▊| 597/612 [09:37<00:14,  1.05it/s]
                                                          

  close:  98%|█████████▊| 597/612 [09:38<00:14,  1.05it/s]
  close:  98%|█████████▊| 598/612 [09:38<00:15,  1.08s/it]
                                                          

  close:  98%|█████████▊| 598/612 [09:39<00:15,  1.08s/it]
  close:  98%|█████████▊| 599/612 [09:39<00:14,  1.14s/it]
                                                          

  close:  98%|█████████▊| 599/612 [09:41<00:14,  1.14s/it]
  close:  98%|█████████▊| 600/612 [09:41<00:13,  1.13s/it]
                                                          

  close:  98%|█████████▊| 600/612 [09:41<00:13,  1.13s/it]
  close:  98%|█████████▊| 601/612 [09:41<00:11,  1.05s/it]
                                                          

  close:  98%|█████████▊| 601/612 [09:43<00:11,  1.05s/it]
  close:  98%|█████████▊| 602/612 [09:43<00:10,  1.09s/it]
                                                          

  close:  98%|█████████▊| 602/612 [09:44<00:10,  1.09s/it]
  close:  99%|█████████▊| 603/612 [09:44<00:09,  1.06s/it]
                                                          

  close:  99%|█████████▊| 603/612 [09:45<00:09,  1.06s/it]
  close:  99%|█████████▊| 604/612 [09:45<00:08,  1.04s/it]
                                                          

  close:  99%|█████████▊| 604/612 [09:46<00:08,  1.04s/it]
  close:  99%|█████████▉| 605/612 [09:46<00:07,  1.06s/it]
                                                          

  close:  99%|█████████▉| 605/612 [09:46<00:07,  1.06s/it]
  close:  99%|█████████▉| 606/612 [09:46<00:05,  1.06it/s]
                                                          

  close:  99%|█████████▉| 606/612 [09:47<00:05,  1.06it/s]
  close:  99%|█████████▉| 607/612 [09:47<00:04,  1.01it/s]
                                                          

  close:  99%|█████████▉| 607/612 [09:49<00:04,  1.01it/s]
  close:  99%|█████████▉| 608/612 [09:49<00:04,  1.13s/it]
                                                          

  close:  99%|█████████▉| 608/612 [09:50<00:04,  1.13s/it]
  close: 100%|█████████▉| 609/612 [09:50<00:03,  1.01s/it]
                                                          

  close: 100%|█████████▉| 609/612 [09:51<00:03,  1.01s/it]
  close: 100%|█████████▉| 610/612 [09:51<00:01,  1.00it/s]
                                                          

  close: 100%|█████████▉| 610/612 [09:52<00:01,  1.00it/s]
  close: 100%|█████████▉| 611/612 [09:52<00:00,  1.03it/s]
                                                          

  close: 100%|█████████▉| 611/612 [09:53<00:00,  1.03it/s]
  close: 100%|██████████| 612/612 [09:53<00:00,  1.20s/it]
  close: 100%|██████████| 612/612 [09:53<00:00,  1.03it/s]
+2026-02-19 16:40:02,467 - INFO -   close: 612/612 extracted | correct=573, incorrect=39, accuracy=93.6%
+2026-02-19 16:40:02,475 - INFO - 
+  === Category Accuracy Summary ===
+2026-02-19 16:40:02,475 - INFO -       left:  586/616  =  95.1%
+2026-02-19 16:40:02,475 - INFO -      right:  522/620  =  84.2%
+2026-02-19 16:40:02,476 - INFO -      above:  586/596  =  98.3%
+2026-02-19 16:40:02,476 - INFO -      under:  592/602  =  98.3%
+2026-02-19 16:40:02,476 - INFO -        far:   82/594  =  13.8%
+2026-02-19 16:40:02,476 - INFO -      close:  573/612  =  93.6%
+2026-02-19 16:40:02,476 - INFO -      TOTAL: 2941/3640 =  80.8%
+2026-02-19 16:40:02,476 - INFO -   ================================
+
+2026-02-19 16:40:02,580 - INFO - Saved 3640 per-sample predictions to /data/shared/Qwen/experiments/correct_filter/results/molmo/accuracy/csv/predictions_2m.csv
+2026-02-19 16:40:05,049 - INFO - Saved 3640 per-sample norms to /data/shared/Qwen/experiments/correct_filter/results/molmo/accuracy/csv/norms_2m.csv
+2026-02-19 16:40:05,059 - INFO - 
+  Accuracy for 2m: 80.8%
+2026-02-19 16:40:05,059 - INFO -     left: 586/616 = 95.1%
+2026-02-19 16:40:05,059 - INFO -     right: 522/620 = 84.2%
+2026-02-19 16:40:05,059 - INFO -     above: 586/596 = 98.3%
+2026-02-19 16:40:05,059 - INFO -     under: 592/602 = 98.3%
+2026-02-19 16:40:05,059 - INFO -     far: 82/594 = 13.8%
+2026-02-19 16:40:05,059 - INFO -     close: 573/612 = 93.6%
+2026-02-19 16:40:05,059 - INFO - 
+--- Phase B: All-samples similarity (all layers) ---
+2026-02-19 16:40:07,328 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_2m_L0.png
+2026-02-19 16:40:08,875 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_2m_L7.png
+2026-02-19 16:40:10,233 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_2m_L15.png
+2026-02-19 16:40:11,406 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_2m_L23.png
+2026-02-19 16:40:12,653 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_2m_L31.png
+2026-02-19 16:40:15,225 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/trajectory_2m.png
+2026-02-19 16:40:15,226 - INFO - 
+--- Phase C: Balanced sampling ---
+2026-02-19 16:40:15,228 - INFO -   Correct group: 50 samples/category
+2026-02-19 16:40:15,228 - INFO -   Incorrect group: 10 samples/category
+2026-02-19 16:40:15,228 - INFO - 
+--- Processing correct-only (n=50) ---
+2026-02-19 16:40:16,796 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_2m_L0.png
+2026-02-19 16:40:18,083 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_2m_L7.png
+2026-02-19 16:40:19,588 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_2m_L15.png
+2026-02-19 16:40:21,664 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_2m_L23.png
+2026-02-19 16:40:22,874 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_2m_L31.png
+2026-02-19 16:40:25,006 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/trajectory_2m.png
+2026-02-19 16:40:25,007 - INFO - 
+--- Processing incorrect-only (n=10) ---
+2026-02-19 16:40:25,985 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_2m_L0.png
+2026-02-19 16:40:26,833 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_2m_L7.png
+2026-02-19 16:40:27,783 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_2m_L15.png
+2026-02-19 16:40:28,602 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_2m_L23.png
+2026-02-19 16:40:29,853 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_2m_L31.png
+2026-02-19 16:40:31,996 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/trajectory_2m.png
+2026-02-19 16:40:35,002 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/overlay_correct_all_2m.png
+2026-02-19 16:40:39,429 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/overlay_correct_incorrect_2m.png
+2026-02-19 16:40:42,429 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/overlay_all_2m.png
+2026-02-19 16:40:45,541 - INFO - Saved accuracy chart: /data/shared/Qwen/experiments/correct_filter/results/molmo/accuracy/accuracy_chart.png
+2026-02-19 16:40:47,051 - INFO - Saved ablation summary: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/ablation_summary.png
+2026-02-19 16:40:47,057 - INFO - 
+============================================================
+2026-02-19 16:40:47,057 - INFO - === Analysis Complete ===
+2026-02-19 16:40:47,057 - INFO - Results saved to: /data/shared/Qwen/experiments/correct_filter/results/molmo
+2026-02-19 16:40:47,057 - INFO - ============================================================
+    [O] #3500   expected=close    | predicted="close"
+    [O] #3502   expected=close    | predicted="close"
+    [O] #3506   expected=close    | predicted="close"
+    [O] #3511   expected=close    | predicted="close"
+    [O] #3518   expected=close    | predicted="close"
+    [O] #3521   expected=close    | predicted="close"
+    [O] #3524   expected=close    | predicted="close"
+    [X] #3535   expected=close    | predicted="cabinet"
+    [O] #3548   expected=close    | predicted="close"
+    [O] #3552   expected=close    | predicted="close"
+    [O] #3556   expected=close    | predicted="close"
+    [O] #3561   expected=close    | predicted="close"
+    [O] #3567   expected=close    | predicted="close"
+    [O] #3575   expected=close    | predicted="close"
+    [O] #3577   expected=close    | predicted="close"
+    [O] #3583   expected=close    | predicted="close"
+    [O] #3597   expected=close    | predicted="close"
+    [O] #3599   expected=close    | predicted="close"
+    [O] #3601   expected=close    | predicted="close"
+    [O] #3602   expected=close    | predicted="close"
+    [O] #3607   expected=close    | predicted="close"
+    [O] #3615   expected=close    | predicted="close"
+    [O] #3619   expected=close    | predicted="close"
+    [O] #3622   expected=close    | predicted="close"
+    [O] #3630   expected=close    | predicted="close"
+    [O] #3633   expected=close    | predicted="close"
+    [O] #3635   expected=close    | predicted="close"
+    [O] #3637   expected=close    | predicted="close"
diff --git a/correct_filter/logs/molmo/400k.log b/correct_filter/logs/molmo/400k.log
new file mode 100644
index 0000000000000000000000000000000000000000..9f0fc188ecfe9edb7c040c35895da33ced4b2254
--- /dev/null
+++ b/correct_filter/logs/molmo/400k.log
@@ -0,0 +1,3757 @@
+2026-02-19 15:41:15,172 - INFO - 
+=== Loading & Modifying EmbSpatialBench Data (ALL samples) ===
+2026-02-19 15:41:17,604 - INFO - Data modification: 3640/3640 success, 0 failed
+2026-02-19 15:41:17,604 - INFO -   left: 616 samples
+2026-02-19 15:41:17,604 - INFO -     Example Q: Is the jar to the left or right of the stairs? Answer with only one word.
+2026-02-19 15:41:17,604 - INFO -     Example A: left
+2026-02-19 15:41:17,604 - INFO -   right: 620 samples
+2026-02-19 15:41:17,604 - INFO -     Example Q: Is the cabinet to the left or right of the bag? Answer with only one word.
+2026-02-19 15:41:17,604 - INFO -     Example A: right
+2026-02-19 15:41:17,604 - INFO -   above: 596 samples
+2026-02-19 15:41:17,604 - INFO -     Example Q: Is the picture above or under the rug? Answer with only one word.
+2026-02-19 15:41:17,604 - INFO -     Example A: above
+2026-02-19 15:41:17,604 - INFO -   under: 602 samples
+2026-02-19 15:41:17,604 - INFO -     Example Q: Is the dresser above or under the mirror? Answer with only one word.
+2026-02-19 15:41:17,604 - INFO -     Example A: under
+2026-02-19 15:41:17,604 - INFO -   far: 594 samples
+2026-02-19 15:41:17,604 - INFO -     Example Q: Compared to table, is cabinet far or close from you? Answer with only one word.
+2026-02-19 15:41:17,604 - INFO -     Example A: far
+2026-02-19 15:41:17,604 - INFO -   close: 612 samples
+2026-02-19 15:41:17,604 - INFO -     Example Q: Compared to towel, is basket far or close from you? Answer with only one word.
+2026-02-19 15:41:17,604 - INFO -     Example A: close
+2026-02-19 15:41:17,607 - INFO - 
+============================================================
+2026-02-19 15:41:17,607 - INFO - Processing molmo - 400k
+2026-02-19 15:41:17,607 - INFO - Model path: /data/shared/Qwen/molmo/outputs/data_scale_exp_400k/unshared
+2026-02-19 15:41:17,607 - 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)
+2026-02-19 15:41:19,510 - INFO - PyTorch version 2.9.1 available.
+2026-02-19 15:41:19,511 - INFO - TensorFlow version 2.20.0 available.
+2026-02-19 15:41:19,512 - INFO - JAX version 0.6.2 available.
+/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")
+2026-02-19 15:45:57,831 - INFO - Loaded native Molmo from /data/shared/Qwen/molmo/outputs/data_scale_exp_400k/unshared
+2026-02-19 15:45:59,363 - INFO - Model has 32 layers. Extracting ALL layers (0..31)
+2026-02-19 15:45:59,378 - INFO - 
+--- Phase A: Extracting hidden states with predictions ---
+2026-02-19 15:45:59,378 - INFO - Processing category: left (616 samples)
+
  left:   0%|          | 0/616 [00:00<?, ?it/s]2026-02-19 15:46:02.739050: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
+2026-02-19 15:46:02.842076: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
+To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
+
                                               

  left:   0%|          | 0/616 [00:08<?, ?it/s]
  left:   0%|          | 1/616 [00:08<1:30:12,  8.80s/it]
                                                         

  left:   0%|          | 1/616 [00:09<1:30:12,  8.80s/it]
  left:   0%|          | 2/616 [00:09<41:47,  4.08s/it]  
                                                       

  left:   0%|          | 2/616 [00:10<41:47,  4.08s/it]
  left:   0%|          | 3/616 [00:10<28:45,  2.81s/it]
                                                       

  left:   0%|          | 3/616 [00:11<28:45,  2.81s/it]
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    [O] #7      expected=left     | predicted="left"
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    [O] #844    expected=left     | predicted="left"
+    [O] #865    expected=left     | predicted="left"
+    [O] #866    expected=left     | predicted="left"
+    [O] #867    expected=left     | predicted="left"
+    [X] #872    expected=left     | predicted="right"
+    [O] #873    expected=left     | predicted="left"
+    [O] #880    expected=left     | predicted="left"
+    [O] #882    expected=left     | predicted="left"
+    [O] #890    expected=left     | predicted="left"
+    [O] #903    expected=left     | predicted="left"
+    [O] #905    expected=left     | predicted="left"
+    [O] #912    expected=left     | predicted="left"
+    [O] #915    expected=left     | predicted="left"
+    [O] #917    expected=left     | predicted="left"
+    [O] #925    expected=left     | predicted="left"
+    [O] #951    expected=left     | predicted="left"
+    [O] #952    expected=left     | predicted="left"
+    [X] #959    expected=left     | predicted="right"
+    [O] #960    expected=left     | predicted="left"
+    [O] #964    expected=left     | predicted="left"
+    [O] #969    expected=left     | predicted="left"
+    [O] #976    expected=left     | predicted="left"
+    [O] #978    expected=left     | predicted="Left"
+    [O] #982    expected=left     | predicted="left"
+    [O] #986    expected=left     | predicted="left"
+    [O] #991    expected=left     | predicted="left"
+    [O] #1013   expected=left     | predicted="left"
+    [O] #1020   expected=left     | predicted="left"
+    [O] #1031   expected=left     | predicted="left"
+    [O] #1034   expected=left     | predicted="left"
+    [O] #1041   expected=left     | predicted="left"
+    [O] #1042   expected=left     | predicted="left"
+    [O] #1044   expected=left     | predicted="left"
+    [O] #1047   expected=left     | predicted="left"
+    [X] #1058   expected=left     | predicted="right"
+    [O] #1065   expected=left     | predicted="Left"
+    [O] #1069   expected=left     | predicted="left"
+    [O] #1080   expected=left     | predicted="left"
+    [O] #1083   expected=left     | predicted="left"
+    [O] #1089   expected=left     | predicted="left"
+    [O] #1090   expected=left     | predicted="left"
+    [O] #1099   expected=left     | predicted="left"
+    [O] #1115   expected=left     | predicted="left"
+    [O] #1123   expected=left     | predicted="left"
+    [X] #1124   expected=left     | predicted="To the right"
+    [O] #1125   expected=left     | predicted="left"
+    [O] #1128   expected=left     | predicted="left"
+    [O] #1130   expected=left     | predicted="left"
+    [O] #1137   expected=left     | predicted="left"
+    [O] #1138   expected=left     | predicted="left"
+    [O] #1153   expected=left     | predicted="left"
+    [O] #1170   expected=left     | predicted="left"
+    [O] #1174   expected=left     | predicted="To the left"
+    [O] #1176   expected=left     | predicted="left"
+    [O] #1184   expected=left     | predicted="left"
+    [O] #1194   expected=left     | predicted="left"
+    [O] #1198   expected=left     | predicted="left"
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+    [O] #1236   expected=left     | predicted="left"
+    [O] #1240   expected=left     | predicted="left"
+    [O] #1241   expected=left     | predicted="left"
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+    [O] #1265   expected=left     | predicted="left"
+    [O] #1269   expected=left     | predicted="left"
+    [O] #1277   expected=left     | predicted="To the left"
+    [O] #1294   expected=left     | predicted="left"
+    [O] #1295   expected=left     | predicted="left"
+    [O] #1309   expected=left     | predicted="left"
+    [O] #1310   expected=left     | predicted="left"
+    [X] #1311   expected=left     | predicted="To the right"
+    [O] #1312   expected=left     | predicted="left"
+    [O] #1314   expected=left     | predicted="To the left"
+    [O] #1315   expected=left     | predicted="left"
+    [O] #1317   expected=left     | predicted="left"
+    [O] #1319   expected=left     | predicted="left"
+    [O] #1321   expected=left     | predicted="left"
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+    [O] #1333   expected=left     | predicted="left"
+    [O] #1334   expected=left     | predicted="left"
+    [O] #1335   expected=left     | predicted="left"
+    [O] #1346   expected=left     | predicted="left"
+    [O] #1353   expected=left     | predicted="Left"
+    [O] #1362   expected=left     | predicted="left"
+    [O] #1370   expected=left     | predicted="left"
+    [O] #1375   expected=left     | predicted="left"
+    [O] #1382   expected=left     | predicted="left"
+    [O] #1388   expected=left     | predicted="left"
+    [O] #1389   expected=left     | predicted="left"
+    [O] #1410   expected=left     | predicted="left"
+    [O] #1417   expected=left     | predicted="left"
+    [O] #1420   expected=left     | predicted="left"
+    [O] #1423   expected=left     | predicted="left"
+    [O] #1425   expected=left     | predicted="To the left"
+    [O] #1434   expected=left     | predicted="left"
+    [O] #1438   expected=left     | predicted="left"
+    [O] #1443   expected=left     | predicted="left"
+    [O] #1449   expected=left     | predicted="left"
+    [O] #1460   expected=left     | predicted="left"
+    [O] #1462   expected=left     | predicted="To the left"
+    [O] #1464   expected=left     | predicted="left"
+    [O] #1467   expected=left     | predicted="left"
+    [O] #1472   expected=left     | predicted="left"
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+    [X] #1488   expected=left     | predicted="To the right"
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+    [O] #1512   expected=left     | predicted="left"
+    [O] #1523   expected=left     | predicted="left"
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+    [O] #1583   expected=left     | predicted="left"
+    [O] #1584   expected=left     | predicted="To the left"
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+    [O] #1589   expected=left     | predicted="left"
+    [O] #1596   expected=left     | predicted="To the left"
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+    [O] #1602   expected=left     | predicted="left"
+    [O] #1608   expected=left     | predicted="left"
+    [X] #1622   expected=left     | predicted="To the right"
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+    [O] #1671   expected=left     | predicted="To the left"
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+    [O] #1704   expected=left     | predicted="left"
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+    [O] #1715   expected=left     | predicted="left"
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+    [O] #1724   expected=left     | predicted="left"
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+    [O] #1744   expected=left     | predicted="left"
+    [O] #1746   expected=left     | predicted="left"
+    [O] #1756   expected=left     | predicted="left"
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    [O] #1764   expected=left     | predicted="left"
+    [O] #1766   expected=left     | predicted="left"
+    [O] #1772   expected=left     | predicted="left"
+    [O] #1774   expected=left     | predicted="left"
+    [O] #1776   expected=left     | predicted="left"
+    [O] #1778   expected=left     | predicted="left"
+    [O] #1790   expected=left     | predicted="left"
+    [O] #1792   expected=left     | predicted="left"
+    [O] #1796   expected=left     | predicted="left"
+    [O] #1798   expected=left     | predicted="left"
+    [O] #1818   expected=left     | predicted="left"
+    [O] #1821   expected=left     | predicted="left"
+    [O] #1841   expected=left     | predicted="left"
+    [O] #1845   expected=left     | predicted="left"
+    [O] #1847   expected=left     | predicted="left"
+    [O] #1848   expected=left     | predicted="left"
+    [O] #1851   expected=left     | predicted="left"
+    [O] #1858   expected=left     | predicted="left"
+    [O] #1870   expected=left     | predicted="left"
+    [O] #1873   expected=left     | predicted="left"
+    [O] #1882   expected=left     | predicted="left"
+    [O] #1884   expected=left     | predicted="left"
+    [O] #1886   expected=left     | predicted="left"
+    [O] #1888   expected=left     | predicted="left"
+    [O] #1892   expected=left     | predicted="left"
+    [O] #1895   expected=left     | predicted="left"
+    [O] #1899   expected=left     | predicted="left"
+    [O] #1906   expected=left     | predicted="left"
+    [O] #1908   expected=left     | predicted="left"
+    [X] #1911   expected=left     | predicted="To the right"
+    [O] #1916   expected=left     | predicted="left"
+    [O] #1917   expected=left     | predicted="left"
+    [O] #1921   expected=left     | predicted="left"
+    [O] #1923   expected=left     | predicted="left"
+    [O] #1939   expected=left     | predicted="left"
+    [O] #1947   expected=left     | predicted="left"
+    [O] #1954   expected=left     | predicted="left"
+    [X] #1956   expected=left     | predicted="right"
+    [X] #1964   expected=left     | predicted="To the right"
+    [O] #1969   expected=left     | predicted="left"
+    [X] #1975   expected=left     | predicted="To the right"
+    [O] #2010   expected=left     | predicted="left"
+    [O] #2023   expected=left     | predicted="left"
+    [O] #2034   expected=left     | predicted="left"
+    [O] #2036   expected=left     | predicted="left"
+    [O] #2038   expected=left     | predicted="left"
+    [O] #2042   expected=left     | predicted="left"
+    [O] #2044   expected=left     | predicted="left"
+    [O] #2046   expected=left     | predicted="left"
+    [O] #2067   expected=left     | predicted="left"
+    [O] #2090   expected=left     | predicted="To the left"
+    [X] #2101   expected=left     | predicted="right"
+    [O] #2103   expected=left     | predicted="left"
+    [O] #2104   expected=left     | predicted="To the left"
+    [O] #2105   expected=left     | predicted="left"
+    [O] #2113   expected=left     | predicted="left"
+    [O] #2114   expected=left     | predicted="left"
+    [O] #2117   expected=left     | predicted="left"
+    [O] #2124   expected=left     | predicted="left"
+    [X] #2125   expected=left     | predicted="To the right"
+    [O] #2127   expected=left     | predicted="left"
+    [O] #2130   expected=left     | predicted="left"
+    [O] #2133   expected=left     | predicted="left"
+    [O] #2134   expected=left     | predicted="left"
+    [O] #2139   expected=left     | predicted="left"
+    [O] #2144   expected=left     | predicted="left"
+    [O] #2146   expected=left     | predicted="left"
+    [O] #2159   expected=left     | predicted="left"
+    [O] #2160   expected=left     | predicted="To the left"
+    [O] #2168   expected=left     | predicted="left"
+    [O] #2169   expected=left     | predicted="left"
+    [O] #2171   expected=left     | predicted="To the left"
+    [O] #2173   expected=left     | predicted="left"
+    [O] #2177   expected=left     | predicted="left"
+    [O] #2188   expected=left     | predicted="left"
+    [O] #2190   expected=left     | predicted="To the left"
+    [O] #2198   expected=left     | predicted="left"
+    [O] #2208   expected=left     | predicted="left"
+    [O] #2212   expected=left     | predicted="left"
+    [O] #2214   expected=left     | predicted="left"
+    [O] #2222   expected=left     | predicted="left"
+    [X] #2227   expected=left     | predicted="To the right"
+    [O] #2232   expected=left     | predicted="To the left"
+    [O] #2236   expected=left     | predicted="left"
+    [O] #2237   expected=left     | predicted="left"
+    [O] #2246   expected=left     | predicted="To the left"
+    [O] #2248   expected=left     | predicted="left"
+    [O] #2254   expected=left     | predicted="left"
+    [O] #2258   expected=left     | predicted="left"
+    [O] #2263   expected=left     | predicted="left"
+    [O] #2268   expected=left     | predicted="left"
+    [O] #2270   expected=left     | predicted="left"
+    [O] #2279   expected=left     | predicted="left"
+    [O] #2281   expected=left     | predicted="left"
+    [O] #2285   expected=left     | predicted="left"
+    [O] #2287   expected=left     | predicted="left"
+    [O] #2290   expected=left     | predicted="left"
+    [O] #2294   expected=left     | predicted="left"
+    [O] #2340   expected=left     | predicted="left"
+    [O] #2354   expected=left     | predicted="Left"
+    [O] #2367   expected=left     | predicted="left"
+    [O] #2369   expected=left     | predicted="left"
+    [O] #2373   expected=left     | predicted="left"
+    [O] #2383   expected=left     | predicted="left"
+    [O] #2387   expected=left     | predicted="left"
+    [O] #2405   expected=left     | predicted="left"
+    [O] #2409   expected=left     | predicted="left"
+    [O] #2415   expected=left     | predicted="left"
+    [O] #2424   expected=left     | predicted="left"
+    [O] #2428   expected=left     | predicted="left"
+    [O] #2432   expected=left     | predicted="To the left"
+    [O] #2442   expected=left     | predicted="left"
+    [O] #2444   expected=left     | predicted="left"
+    [O] #2461   expected=left     | predicted="left"
+    [O] #2467   expected=left     | predicted="left"
+    [O] #2468   expected=left     | predicted="left"
+    [O] #2469   expected=left     | predicted="left"
+    [O] #2475   expected=left     | predicted="left"
+    [O] #2481   expected=left     | predicted="left"
+    [O] #2482   expected=left     | predicted="left"
+    [O] #2485   expected=left     | predicted="left"
+    [O] #2488   expected=left     | predicted="left"
+    [O] #2496   expected=left     | predicted="left"
+    [O] #2498   expected=left     | predicted="left"
+    [O] #2499   expected=left     | predicted="left"
+    [O] #2502   expected=left     | predicted="left"
+    [O] #2503   expected=left     | predicted="left"
+    [O] #2506   expected=left     | predicted="left"
+    [O] #2509   expected=left     | predicted="left"
+    [O] #2520   expected=left     | predicted="left"
+    [O] #2523   expected=left     | predicted="left"
+    [O] #2538   expected=left     | predicted="left"
+    [O] #2543   expected=left     | predicted="left"
+    [O] #2552   expected=left     | predicted="left"
+    [O] #2557   expected=left     | predicted="left"
+    [O] #2596   expected=left     | predicted="left"
+    [O] #2607   expected=left     | predicted="left"
+    [O] #2627   expected=left     | predicted="left"
+    [O] #2628   expected=left     | predicted="left"
+    [O] #2633   expected=left     | predicted="left"
+    [O] #2637   expected=left     | predicted="left"
+    [O] #2638   expected=left     | predicted="left"
+    [O] #2652   expected=left     | predicted="left"
+    [O] #2656   expected=left     | predicted="left"
+    [O] #2658   expected=left     | predicted="left"
+    [O] #2665   expected=left     | predicted="left"
+    [O] #2668   expected=left     | predicted="left"
+    [O] #2677   expected=left     | predicted="To the left"
+    [O] #2686   expected=left     | predicted="left"
+    [O] #2689   expected=left     | predicted="left"
+    [O] #2691   expected=left     | predicted="left"
+    [O] #2695   expected=left     | predicted="left"
+
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    [O] #2700   expected=left     | predicted="left"
+    [O] #2701   expected=left     | predicted="left"
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+    [O] #2749   expected=left     | predicted="left"
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+    [O] #2765   expected=left     | predicted="left"
+    [O] #2768   expected=left     | predicted="left"
+    [O] #2770   expected=left     | predicted="left"
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+    [O] #2795   expected=left     | predicted="left"
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+    [O] #3490   expected=left     | predicted="left"
+    [O] #3491   expected=left     | predicted="left"
+    [O] #3494   expected=left     | predicted="left"
+    [O] #3501   expected=left     | predicted="Left"
+    [O] #3509   expected=left     | predicted="left"
+    [O] #3510   expected=left     | predicted="left"
+    [O] #3516   expected=left     | predicted="left"
+    [O] #3527   expected=left     | predicted="left"
+    [O] #3529   expected=left     | predicted="left"
+    [O] #3534   expected=left     | predicted="left"
+    [O] #3537   expected=left     | predicted="left"
+    [O] #3542   expected=left     | predicted="left"
+    [O] #3543   expected=left     | predicted="left"
+    [O] #3553   expected=left     | predicted="left"
+    [O] #3559   expected=left     | predicted="left"
+    [O] #3568   expected=left     | predicted="left"
+    [O] #3571   expected=left     | predicted="left"
+    [O] #3576   expected=left     | predicted="left"
+    [O] #3582   expected=left     | predicted="left"
+    [O] #3584   expected=left     | predicted="left"
+    [O] #3589   expected=left     | predicted="left"
+
  left:  99%|█████████▉| 611/616 [09:22<00:04,  1.03it/s]
  left:  99%|█████████▉| 612/616 [09:22<00:03,  1.08it/s]
                                                         

  left:  99%|█████████▉| 612/616 [09:23<00:03,  1.08it/s]
  left: 100%|█████████▉| 613/616 [09:23<00:02,  1.02it/s]
                                                         

  left: 100%|█████████▉| 613/616 [09:24<00:02,  1.02it/s]
  left: 100%|█████████▉| 614/616 [09:24<00:01,  1.03it/s]
                                                         

  left: 100%|█████████▉| 614/616 [09:25<00:01,  1.03it/s]
  left: 100%|█████████▉| 615/616 [09:25<00:00,  1.14it/s]
                                                         

  left: 100%|█████████▉| 615/616 [09:26<00:00,  1.14it/s]
  left: 100%|██████████| 616/616 [09:26<00:00,  1.09s/it]
  left: 100%|██████████| 616/616 [09:26<00:00,  1.09it/s]
+2026-02-19 15:55:26,379 - INFO -   left: 616/616 extracted | correct=583, incorrect=33, accuracy=94.6%
+2026-02-19 15:55:26,385 - INFO - Processing category: right (620 samples)
+    [O] #3596   expected=left     | predicted="left"
+    [O] #3598   expected=left     | predicted="left"
+    [O] #3616   expected=left     | predicted="left"
+    [O] #3628   expected=left     | predicted="left"
+    [O] #3638   expected=left     | predicted="left"
+
  right:   0%|          | 0/620 [00:00<?, ?it/s]
                                                

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    [O] #2      expected=right    | predicted="right"
+    [O] #14     expected=right    | predicted="right"
+    [O] #17     expected=right    | predicted="right"
+    [X] #19     expected=right    | predicted="left"
+    [O] #28     expected=right    | predicted="right"
+    [O] #29     expected=right    | predicted="right"
+    [O] #33     expected=right    | predicted="right"
+    [O] #42     expected=right    | predicted="right"
+    [X] #43     expected=right    | predicted="glass"
+    [X] #46     expected=right    | predicted="left"
+    [O] #48     expected=right    | predicted="right"
+    [O] #53     expected=right    | predicted="right"
+    [O] #54     expected=right    | predicted="right"
+    [O] #68     expected=right    | predicted="right"
+    [O] #75     expected=right    | predicted="right"
+    [X] #84     expected=right    | predicted="left"
+    [O] #85     expected=right    | predicted="right"
+    [O] #86     expected=right    | predicted="right"
+    [X] #88     expected=right    | predicted="left"
+    [O] #95     expected=right    | predicted="right"
+    [X] #99     expected=right    | predicted="left"
+    [O] #106    expected=right    | predicted="right"
+    [O] #114    expected=right    | predicted="right"
+    [O] #115    expected=right    | predicted="right"
+    [X] #117    expected=right    | predicted="left"
+    [O] #121    expected=right    | predicted="right"
+    [O] #123    expected=right    | predicted="right"
+    [X] #124    expected=right    | predicted="left"
+    [X] #127    expected=right    | predicted="left"
+    [O] #129    expected=right    | predicted="right"
+    [O] #133    expected=right    | predicted="right"
+    [X] #134    expected=right    | predicted="left"
+    [O] #136    expected=right    | predicted="right"
+    [O] #141    expected=right    | predicted="right"
+    [X] #151    expected=right    | predicted="left"
+    [O] #159    expected=right    | predicted="right"
+    [O] #162    expected=right    | predicted="right"
+    [O] #176    expected=right    | predicted="right"
+    [O] #178    expected=right    | predicted="right"
+    [X] #182    expected=right    | predicted="left"
+    [O] #189    expected=right    | predicted="right"
+    [O] #194    expected=right    | predicted="right"
+    [O] #198    expected=right    | predicted="right"
+    [O] #202    expected=right    | predicted="right"
+    [O] #203    expected=right    | predicted="right"
+    [O] #206    expected=right    | predicted="right"
+    [O] #216    expected=right    | predicted="right"
+    [O] #227    expected=right    | predicted="right"
+    [O] #232    expected=right    | predicted="right"
+    [O] #246    expected=right    | predicted="right"
+    [O] #248    expected=right    | predicted="right"
+    [O] #257    expected=right    | predicted="right"
+    [O] #267    expected=right    | predicted="right"
+    [X] #268    expected=right    | predicted="left"
+    [O] #274    expected=right    | predicted="right"
+    [O] #277    expected=right    | predicted="right"
+    [O] #287    expected=right    | predicted="right"
+    [X] #291    expected=right    | predicted="left"
+    [O] #300    expected=right    | predicted="right"
+    [O] #316    expected=right    | predicted="To the right"
+    [O] #317    expected=right    | predicted="right"
+    [O] #319    expected=right    | predicted="right"
+    [O] #322    expected=right    | predicted="right"
+    [O] #331    expected=right    | predicted="right"
+    [X] #341    expected=right    | predicted="left"
+    [O] #344    expected=right    | predicted="right"
+    [O] #350    expected=right    | predicted="right"
+    [O] #355    expected=right    | predicted="right"
+    [O] #362    expected=right    | predicted="To the right"
+    [O] #371    expected=right    | predicted="right"
+    [O] #384    expected=right    | predicted="right"
+    [O] #387    expected=right    | predicted="right"
+    [O] #393    expected=right    | predicted="right"
+    [X] #408    expected=right    | predicted="left"
+    [O] #409    expected=right    | predicted="right"
+    [O] #421    expected=right    | predicted="right"
+    [O] #429    expected=right    | predicted="right"
+    [O] #430    expected=right    | predicted="right"
+    [O] #435    expected=right    | predicted="right"
+    [O] #439    expected=right    | predicted="right"
+    [O] #448    expected=right    | predicted="right"
+    [X] #449    expected=right    | predicted="left"
+    [O] #451    expected=right    | predicted="right"
+    [O] #462    expected=right    | predicted="right"
+    [X] #465    expected=right    | predicted="left"
+    [O] #474    expected=right    | predicted="right"
+    [X] #477    expected=right    | predicted="left"
+    [O] #478    expected=right    | predicted="right"
+    [O] #482    expected=right    | predicted="right"
+    [O] #484    expected=right    | predicted="right"
+    [O] #485    expected=right    | predicted="right"
+    [O] #500    expected=right    | predicted="To the right"
+    [O] #508    expected=right    | predicted="right"
+    [X] #512    expected=right    | predicted="left"
+    [O] #519    expected=right    | predicted="right"
+    [O] #527    expected=right    | predicted="To the right"
+    [O] #528    expected=right    | predicted="right"
+    [O] #535    expected=right    | predicted="right"
+    [O] #549    expected=right    | predicted="right"
+    [O] #550    expected=right    | predicted="right"
+    [O] #555    expected=right    | predicted="right"
+    [O] #570    expected=right    | predicted="right"
+    [X] #572    expected=right    | predicted="left"
+    [O] #596    expected=right    | predicted="right"
+    [X] #597    expected=right    | predicted="left"
+    [X] #601    expected=right    | predicted="left"
+    [O] #602    expected=right    | predicted="right"
+    [O] #607    expected=right    | predicted="right"
+    [X] #609    expected=right    | predicted="left"
+    [O] #616    expected=right    | predicted="right"
+    [O] #618    expected=right    | predicted="To the right"
+    [X] #619    expected=right    | predicted="left"
+    [O] #625    expected=right    | predicted="right"
+    [X] #626    expected=right    | predicted="left"
+    [O] #633    expected=right    | predicted="right"
+    [O] #643    expected=right    | predicted="right"
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+    [X] #650    expected=right    | predicted="left"
+    [O] #652    expected=right    | predicted="right"
+    [X] #666    expected=right    | predicted="left"
+    [O] #670    expected=right    | predicted="right"
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+    [O] #691    expected=right    | predicted="right"
+    [O] #729    expected=right    | predicted="right"
+    [O] #731    expected=right    | predicted="right"
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+    [X] #746    expected=right    | predicted="left"
+    [O] #752    expected=right    | predicted="right"
+    [O] #769    expected=right    | predicted="right"
+    [O] #783    expected=right    | predicted="right"
+    [O] #785    expected=right    | predicted="right"
+    [O] #787    expected=right    | predicted="right"
+    [O] #794    expected=right    | predicted="right"
+    [O] #805    expected=right    | predicted="right"
+    [O] #810    expected=right    | predicted="right"
+    [O] #831    expected=right    | predicted="right"
+    [O] #834    expected=right    | predicted="right"
+    [O] #845    expected=right    | predicted="right"
+    [O] #847    expected=right    | predicted="right"
+    [O] #848    expected=right    | predicted="right"
+    [X] #853    expected=right    | predicted="left"
+    [O] #869    expected=right    | predicted="right"
+    [O] #885    expected=right    | predicted="right"
+    [O] #900    expected=right    | predicted="right"
+    [X] #902    expected=right    | predicted="left"
+    [X] #906    expected=right    | predicted="left"
+    [O] #908    expected=right    | predicted="right"
+    [O] #910    expected=right    | predicted="right"
+    [O] #911    expected=right    | predicted="right"
+    [O] #919    expected=right    | predicted="right"
+    [X] #921    expected=right    | predicted="left"
+
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    [O] #923    expected=right    | predicted="right"
+    [X] #926    expected=right    | predicted="left"
+    [O] #931    expected=right    | predicted="To the right"
+    [O] #933    expected=right    | predicted="right"
+    [X] #941    expected=right    | predicted="left"
+    [O] #948    expected=right    | predicted="right"
+    [O] #963    expected=right    | predicted="right"
+    [O] #973    expected=right    | predicted="right"
+    [O] #974    expected=right    | predicted="right"
+    [O] #975    expected=right    | predicted="right"
+    [O] #980    expected=right    | predicted="right"
+    [O] #983    expected=right    | predicted="right"
+    [O] #985    expected=right    | predicted="right"
+    [X] #988    expected=right    | predicted="left"
+    [O] #993    expected=right    | predicted="right"
+    [X] #995    expected=right    | predicted="left"
+    [O] #1004   expected=right    | predicted="right"
+    [O] #1005   expected=right    | predicted="right"
+    [O] #1008   expected=right    | predicted="right"
+    [O] #1010   expected=right    | predicted="right"
+    [O] #1014   expected=right    | predicted="right"
+    [O] #1015   expected=right    | predicted="right"
+    [X] #1019   expected=right    | predicted="left"
+    [O] #1022   expected=right    | predicted="right"
+    [O] #1023   expected=right    | predicted="right"
+    [O] #1028   expected=right    | predicted="right"
+    [O] #1030   expected=right    | predicted="right"
+    [O] #1035   expected=right    | predicted="right"
+    [O] #1052   expected=right    | predicted="right"
+    [O] #1054   expected=right    | predicted="right"
+    [X] #1068   expected=right    | predicted="left"
+    [X] #1070   expected=right    | predicted="left"
+    [O] #1074   expected=right    | predicted="right"
+    [O] #1082   expected=right    | predicted="right"
+    [O] #1084   expected=right    | predicted="right"
+    [O] #1085   expected=right    | predicted="right"
+    [X] #1088   expected=right    | predicted="left"
+    [O] #1092   expected=right    | predicted="right"
+    [O] #1101   expected=right    | predicted="right"
+    [O] #1102   expected=right    | predicted="right"
+    [O] #1106   expected=right    | predicted="right"
+    [O] #1113   expected=right    | predicted="right"
+    [O] #1116   expected=right    | predicted="right"
+    [O] #1117   expected=right    | predicted="right"
+    [X] #1119   expected=right    | predicted="left"
+    [O] #1129   expected=right    | predicted="right"
+    [O] #1135   expected=right    | predicted="right"
+    [O] #1136   expected=right    | predicted="right"
+    [X] #1141   expected=right    | predicted="left"
+    [O] #1144   expected=right    | predicted="right"
+    [O] #1146   expected=right    | predicted="right"
+    [O] #1150   expected=right    | predicted="right"
+    [O] #1152   expected=right    | predicted="right"
+    [O] #1158   expected=right    | predicted="right"
+    [O] #1159   expected=right    | predicted="right"
+    [O] #1175   expected=right    | predicted="right"
+    [O] #1183   expected=right    | predicted="right"
+    [X] #1185   expected=right    | predicted="left"
+    [O] #1193   expected=right    | predicted="right"
+    [X] #1208   expected=right    | predicted="left"
+    [X] #1217   expected=right    | predicted="left"
+    [O] #1222   expected=right    | predicted="right"
+    [O] #1223   expected=right    | predicted="right"
+    [O] #1226   expected=right    | predicted="right"
+    [O] #1228   expected=right    | predicted="right"
+    [O] #1229   expected=right    | predicted="right"
+    [O] #1234   expected=right    | predicted="To the right"
+    [O] #1239   expected=right    | predicted="right"
+    [O] #1242   expected=right    | predicted="right"
+    [O] #1263   expected=right    | predicted="right"
+    [O] #1266   expected=right    | predicted="right"
+    [O] #1267   expected=right    | predicted="right"
+    [O] #1273   expected=right    | predicted="right"
+    [X] #1279   expected=right    | predicted="left"
+    [X] #1285   expected=right    | predicted="left"
+    [X] #1304   expected=right    | predicted="left"
+    [O] #1324   expected=right    | predicted="right"
+    [O] #1336   expected=right    | predicted="right"
+    [O] #1339   expected=right    | predicted="right"
+    [O] #1351   expected=right    | predicted="right"
+    [O] #1352   expected=right    | predicted="right"
+    [O] #1355   expected=right    | predicted="To the right"
+    [X] #1356   expected=right    | predicted="left"
+    [O] #1357   expected=right    | predicted="right"
+    [O] #1365   expected=right    | predicted="right"
+    [O] #1373   expected=right    | predicted="right"
+    [O] #1374   expected=right    | predicted="right"
+    [X] #1380   expected=right    | predicted="left"
+    [O] #1398   expected=right    | predicted="right"
+    [O] #1399   expected=right    | predicted="right"
+    [O] #1402   expected=right    | predicted="right"
+    [X] #1403   expected=right    | predicted="left"
+    [O] #1405   expected=right    | predicted="right"
+    [O] #1412   expected=right    | predicted="right"
+    [O] #1427   expected=right    | predicted="right"
+    [O] #1429   expected=right    | predicted="right"
+    [O] #1432   expected=right    | predicted="right"
+    [O] #1440   expected=right    | predicted="right"
+    [X] #1446   expected=right    | predicted="left"
+    [O] #1448   expected=right    | predicted="right"
+    [O] #1459   expected=right    | predicted="right"
+    [X] #1465   expected=right    | predicted="left"
+    [O] #1473   expected=right    | predicted="To the right"
+    [O] #1477   expected=right    | predicted="right"
+    [O] #1479   expected=right    | predicted="right"
+    [O] #1480   expected=right    | predicted="right"
+    [O] #1482   expected=right    | predicted="right"
+    [X] #1493   expected=right    | predicted="left"
+    [O] #1507   expected=right    | predicted="right"
+    [O] #1510   expected=right    | predicted="To the right"
+    [O] #1511   expected=right    | predicted="To the right"
+    [O] #1535   expected=right    | predicted="right"
+    [O] #1536   expected=right    | predicted="right"
+    [O] #1537   expected=right    | predicted="To the right"
+    [O] #1547   expected=right    | predicted="right"
+    [O] #1560   expected=right    | predicted="right"
+    [O] #1568   expected=right    | predicted="To the right"
+    [O] #1578   expected=right    | predicted="right"
+    [O] #1588   expected=right    | predicted="right"
+    [O] #1594   expected=right    | predicted="right"
+    [O] #1599   expected=right    | predicted="right"
+    [X] #1601   expected=right    | predicted="left"
+    [O] #1611   expected=right    | predicted="right"
+    [O] #1615   expected=right    | predicted="To the right"
+    [O] #1617   expected=right    | predicted="right"
+    [O] #1620   expected=right    | predicted="right"
+    [O] #1627   expected=right    | predicted="right"
+    [O] #1633   expected=right    | predicted="To the right"
+    [X] #1637   expected=right    | predicted="left"
+    [O] #1643   expected=right    | predicted="right"
+    [O] #1649   expected=right    | predicted="right"
+    [O] #1657   expected=right    | predicted="right"
+    [O] #1663   expected=right    | predicted="right"
+    [O] #1674   expected=right    | predicted="right"
+    [X] #1675   expected=right    | predicted="left"
+    [O] #1677   expected=right    | predicted="right"
+    [O] #1678   expected=right    | predicted="right"
+    [O] #1684   expected=right    | predicted="right"
+    [X] #1685   expected=right    | predicted="left"
+    [O] #1699   expected=right    | predicted="right"
+    [O] #1701   expected=right    | predicted="right"
+    [O] #1702   expected=right    | predicted="right"
+    [O] #1703   expected=right    | predicted="right"
+    [O] #1717   expected=right    | predicted="To the right"
+    [O] #1723   expected=right    | predicted="right"
+    [O] #1726   expected=right    | predicted="right"
+    [O] #1757   expected=right    | predicted="right"
+    [O] #1769   expected=right    | predicted="right"
+    [O] #1777   expected=right    | predicted="right"
+    [O] #1779   expected=right    | predicted="right"
+
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    [X] #1780   expected=right    | predicted="To the left"
+    [O] #1781   expected=right    | predicted="right"
+    [O] #1789   expected=right    | predicted="right"
+    [O] #1804   expected=right    | predicted="To the right"
+    [O] #1805   expected=right    | predicted="right"
+    [X] #1827   expected=right    | predicted="left"
+    [O] #1829   expected=right    | predicted="right"
+    [X] #1831   expected=right    | predicted="left"
+    [X] #1834   expected=right    | predicted="left"
+    [O] #1835   expected=right    | predicted="To the right"
+    [O] #1836   expected=right    | predicted="To the right"
+    [O] #1842   expected=right    | predicted="right"
+    [O] #1849   expected=right    | predicted="right"
+    [X] #1854   expected=right    | predicted="left"
+    [O] #1856   expected=right    | predicted="right"
+    [O] #1862   expected=right    | predicted="To the right"
+    [O] #1864   expected=right    | predicted="right"
+    [O] #1868   expected=right    | predicted="To the right"
+    [O] #1874   expected=right    | predicted="To the right"
+    [O] #1889   expected=right    | predicted="right"
+    [O] #1893   expected=right    | predicted="right"
+    [O] #1896   expected=right    | predicted="right"
+    [O] #1904   expected=right    | predicted="right"
+    [O] #1909   expected=right    | predicted="right"
+    [O] #1918   expected=right    | predicted="To the right"
+    [O] #1926   expected=right    | predicted="right"
+    [X] #1931   expected=right    | predicted="left"
+    [O] #1940   expected=right    | predicted="right"
+    [O] #1941   expected=right    | predicted="right"
+    [O] #1957   expected=right    | predicted="right"
+    [X] #1965   expected=right    | predicted="To the left"
+    [X] #1966   expected=right    | predicted="left"
+    [O] #1967   expected=right    | predicted="right"
+    [O] #1973   expected=right    | predicted="right"
+    [O] #1976   expected=right    | predicted="right"
+    [O] #1977   expected=right    | predicted="right"
+    [X] #1982   expected=right    | predicted="left"
+    [O] #1983   expected=right    | predicted="right"
+    [O] #1985   expected=right    | predicted="right"
+    [O] #1990   expected=right    | predicted="right"
+    [O] #1996   expected=right    | predicted="right"
+    [X] #2013   expected=right    | predicted="left"
+    [O] #2016   expected=right    | predicted="right"
+    [X] #2017   expected=right    | predicted="left"
+    [O] #2019   expected=right    | predicted="To the right"
+    [X] #2021   expected=right    | predicted="left"
+    [O] #2030   expected=right    | predicted="right"
+    [O] #2049   expected=right    | predicted="right"
+    [O] #2050   expected=right    | predicted="right"
+    [X] #2051   expected=right    | predicted="left"
+    [O] #2061   expected=right    | predicted="right"
+    [X] #2065   expected=right    | predicted="left"
+    [X] #2076   expected=right    | predicted="left"
+    [O] #2078   expected=right    | predicted="right"
+    [X] #2084   expected=right    | predicted="left"
+    [X] #2093   expected=right    | predicted="left"
+    [O] #2097   expected=right    | predicted="right"
+    [O] #2099   expected=right    | predicted="right"
+    [O] #2106   expected=right    | predicted="right"
+    [O] #2119   expected=right    | predicted="right"
+    [O] #2121   expected=right    | predicted="right"
+    [O] #2123   expected=right    | predicted="right"
+    [O] #2136   expected=right    | predicted="right"
+    [O] #2141   expected=right    | predicted="right"
+    [O] #2143   expected=right    | predicted="right"
+    [O] #2145   expected=right    | predicted="To the right"
+    [O] #2151   expected=right    | predicted="right"
+    [X] #2154   expected=right    | predicted="left"
+    [O] #2162   expected=right    | predicted="right"
+    [O] #2164   expected=right    | predicted="right"
+    [O] #2182   expected=right    | predicted="right"
+    [O] #2191   expected=right    | predicted="right"
+    [X] #2196   expected=right    | predicted="To the left"
+    [X] #2199   expected=right    | predicted="left"
+    [X] #2202   expected=right    | predicted="left"
+    [O] #2209   expected=right    | predicted="right"
+    [O] #2211   expected=right    | predicted="right"
+    [X] #2221   expected=right    | predicted="left"
+    [O] #2225   expected=right    | predicted="To the right"
+    [O] #2226   expected=right    | predicted="right"
+    [X] #2229   expected=right    | predicted="left"
+    [O] #2230   expected=right    | predicted="right"
+    [O] #2239   expected=right    | predicted="right"
+    [O] #2247   expected=right    | predicted="right"
+    [O] #2259   expected=right    | predicted="right"
+    [O] #2260   expected=right    | predicted="right"
+    [O] #2265   expected=right    | predicted="To the right"
+    [X] #2282   expected=right    | predicted="left"
+    [O] #2291   expected=right    | predicted="right"
+    [O] #2301   expected=right    | predicted="To the right"
+    [O] #2302   expected=right    | predicted="To the right"
+    [O] #2303   expected=right    | predicted="right"
+    [O] #2304   expected=right    | predicted="right"
+    [O] #2309   expected=right    | predicted="right"
+    [X] #2310   expected=right    | predicted="tomato"
+    [O] #2316   expected=right    | predicted="right"
+    [O] #2320   expected=right    | predicted="right"
+    [O] #2328   expected=right    | predicted="right"
+    [X] #2334   expected=right    | predicted="left"
+    [O] #2347   expected=right    | predicted="right"
+    [O] #2353   expected=right    | predicted="right"
+    [O] #2355   expected=right    | predicted="right"
+    [O] #2359   expected=right    | predicted="right"
+    [O] #2362   expected=right    | predicted="right"
+    [O] #2365   expected=right    | predicted="right"
+    [O] #2366   expected=right    | predicted="right"
+    [O] #2379   expected=right    | predicted="right"
+    [X] #2389   expected=right    | predicted="left"
+    [O] #2390   expected=right    | predicted="right"
+    [O] #2396   expected=right    | predicted="right"
+    [O] #2401   expected=right    | predicted="right"
+    [O] #2406   expected=right    | predicted="right"
+    [X] #2407   expected=right    | predicted="left"
+    [O] #2408   expected=right    | predicted="right"
+    [O] #2426   expected=right    | predicted="right"
+    [X] #2431   expected=right    | predicted="Toaster"
+    [O] #2433   expected=right    | predicted="right"
+    [O] #2435   expected=right    | predicted="To the right"
+    [O] #2438   expected=right    | predicted="right"
+    [O] #2440   expected=right    | predicted="right"
+    [O] #2449   expected=right    | predicted="right"
+    [O] #2450   expected=right    | predicted="right"
+    [O] #2451   expected=right    | predicted="right"
+    [O] #2457   expected=right    | predicted="right"
+    [O] #2462   expected=right    | predicted="right"
+    [O] #2463   expected=right    | predicted="right"
+    [X] #2471   expected=right    | predicted="To the left"
+    [O] #2473   expected=right    | predicted="right"
+    [O] #2479   expected=right    | predicted="right"
+    [O] #2486   expected=right    | predicted="right"
+    [O] #2501   expected=right    | predicted="right"
+    [O] #2510   expected=right    | predicted="right"
+    [O] #2512   expected=right    | predicted="right"
+    [O] #2516   expected=right    | predicted="To the right"
+    [O] #2519   expected=right    | predicted="right"
+    [O] #2521   expected=right    | predicted="right"
+    [O] #2525   expected=right    | predicted="right"
+    [O] #2527   expected=right    | predicted="right"
+    [O] #2529   expected=right    | predicted="right"
+    [O] #2533   expected=right    | predicted="right"
+    [O] #2534   expected=right    | predicted="right"
+    [O] #2537   expected=right    | predicted="right"
+    [O] #2554   expected=right    | predicted="right"
+    [O] #2564   expected=right    | predicted="right"
+    [X] #2565   expected=right    | predicted="left"
+    [X] #2568   expected=right    | predicted="left"
+    [X] #2569   expected=right    | predicted="left"
+    [O] #2575   expected=right    | predicted="right"
+    [O] #2590   expected=right    | predicted="right"
+
  right:  73%|███████▎  | 450/620 [06:05<03:17,  1.16s/it]
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    [O] #2594   expected=right    | predicted="right"
+    [O] #2597   expected=right    | predicted="right"
+    [O] #2601   expected=right    | predicted="right"
+    [O] #2602   expected=right    | predicted="right"
+    [X] #2603   expected=right    | predicted="left"
+    [O] #2609   expected=right    | predicted="right"
+    [X] #2610   expected=right    | predicted="left"
+    [O] #2613   expected=right    | predicted="right"
+    [O] #2616   expected=right    | predicted="right"
+    [O] #2629   expected=right    | predicted="right"
+    [O] #2642   expected=right    | predicted="right"
+    [O] #2645   expected=right    | predicted="right"
+    [O] #2654   expected=right    | predicted="right"
+    [O] #2662   expected=right    | predicted="right"
+    [X] #2673   expected=right    | predicted="left"
+    [O] #2675   expected=right    | predicted="right"
+    [O] #2683   expected=right    | predicted="right"
+    [O] #2690   expected=right    | predicted="right"
+    [O] #2693   expected=right    | predicted="right"
+    [O] #2697   expected=right    | predicted="right"
+    [X] #2712   expected=right    | predicted="left"
+    [O] #2718   expected=right    | predicted="right"
+    [O] #2722   expected=right    | predicted="right"
+    [O] #2728   expected=right    | predicted="right"
+    [O] #2731   expected=right    | predicted="right"
+    [X] #2733   expected=right    | predicted="left"
+    [O] #2738   expected=right    | predicted="right"
+    [O] #2744   expected=right    | predicted="To the right"
+    [X] #2748   expected=right    | predicted="left"
+    [O] #2754   expected=right    | predicted="right"
+    [O] #2758   expected=right    | predicted="right"
+    [X] #2762   expected=right    | predicted="left"
+    [O] #2766   expected=right    | predicted="right"
+    [O] #2767   expected=right    | predicted="right"
+    [O] #2777   expected=right    | predicted="right"
+    [O] #2779   expected=right    | predicted="right"
+    [O] #2780   expected=right    | predicted="right"
+    [O] #2784   expected=right    | predicted="right"
+    [O] #2787   expected=right    | predicted="right"
+    [O] #2810   expected=right    | predicted="right"
+    [O] #2823   expected=right    | predicted="right"
+    [O] #2831   expected=right    | predicted="right"
+    [O] #2836   expected=right    | predicted="right"
+    [O] #2838   expected=right    | predicted="right"
+    [O] #2841   expected=right    | predicted="right"
+    [O] #2857   expected=right    | predicted="right"
+    [O] #2877   expected=right    | predicted="right"
+    [O] #2880   expected=right    | predicted="right"
+    [O] #2885   expected=right    | predicted="right"
+    [O] #2898   expected=right    | predicted="right"
+    [X] #2902   expected=right    | predicted="left"
+    [O] #2905   expected=right    | predicted="right"
+    [O] #2909   expected=right    | predicted="right"
+    [O] #2916   expected=right    | predicted="right"
+    [O] #2926   expected=right    | predicted="right"
+    [O] #2928   expected=right    | predicted="To the right"
+    [O] #2933   expected=right    | predicted="right"
+    [X] #2937   expected=right    | predicted="left"
+    [O] #2951   expected=right    | predicted="right"
+    [O] #2962   expected=right    | predicted="right"
+    [O] #2966   expected=right    | predicted="right"
+    [O] #2969   expected=right    | predicted="right"
+    [O] #2984   expected=right    | predicted="right"
+    [O] #2986   expected=right    | predicted="right"
+    [O] #2992   expected=right    | predicted="To the right"
+    [X] #2996   expected=right    | predicted="left"
+    [O] #2997   expected=right    | predicted="right"
+    [O] #2999   expected=right    | predicted="To the right"
+    [O] #3006   expected=right    | predicted="right"
+    [O] #3008   expected=right    | predicted="right"
+    [O] #3031   expected=right    | predicted="right"
+    [O] #3033   expected=right    | predicted="right"
+    [O] #3034   expected=right    | predicted="right"
+    [O] #3036   expected=right    | predicted="right"
+    [O] #3048   expected=right    | predicted="right"
+    [X] #3055   expected=right    | predicted="left"
+    [O] #3072   expected=right    | predicted="right"
+    [O] #3076   expected=right    | predicted="right"
+    [O] #3082   expected=right    | predicted="right"
+    [O] #3094   expected=right    | predicted="right"
+    [O] #3101   expected=right    | predicted="right"
+    [X] #3102   expected=right    | predicted="left"
+    [O] #3115   expected=right    | predicted="right"
+    [O] #3119   expected=right    | predicted="right"
+    [O] #3132   expected=right    | predicted="right"
+    [X] #3133   expected=right    | predicted="left"
+    [O] #3140   expected=right    | predicted="right"
+    [O] #3147   expected=right    | predicted="right"
+    [O] #3164   expected=right    | predicted="right"
+    [O] #3165   expected=right    | predicted="right"
+    [O] #3169   expected=right    | predicted="To the right"
+    [O] #3172   expected=right    | predicted="right"
+    [O] #3173   expected=right    | predicted="right"
+    [O] #3185   expected=right    | predicted="right"
+    [O] #3186   expected=right    | predicted="right"
+    [O] #3198   expected=right    | predicted="right"
+    [O] #3200   expected=right    | predicted="right"
+    [O] #3205   expected=right    | predicted="right"
+    [O] #3207   expected=right    | predicted="right"
+    [O] #3219   expected=right    | predicted="right"
+    [O] #3226   expected=right    | predicted="right"
+    [O] #3235   expected=right    | predicted="right"
+    [O] #3236   expected=right    | predicted="right"
+    [O] #3241   expected=right    | predicted="right"
+    [O] #3251   expected=right    | predicted="right"
+    [O] #3252   expected=right    | predicted="right"
+    [O] #3256   expected=right    | predicted="right"
+    [O] #3265   expected=right    | predicted="right"
+    [O] #3268   expected=right    | predicted="right"
+    [O] #3281   expected=right    | predicted="right"
+    [O] #3283   expected=right    | predicted="right"
+    [O] #3287   expected=right    | predicted="right"
+    [X] #3288   expected=right    | predicted="left"
+    [X] #3289   expected=right    | predicted="left"
+    [X] #3297   expected=right    | predicted="left"
+    [O] #3306   expected=right    | predicted="right"
+    [O] #3309   expected=right    | predicted="right"
+    [O] #3310   expected=right    | predicted="right"
+    [O] #3314   expected=right    | predicted="right"
+    [O] #3315   expected=right    | predicted="right"
+    [X] #3316   expected=right    | predicted="left"
+    [O] #3324   expected=right    | predicted="right"
+    [O] #3330   expected=right    | predicted="right"
+    [X] #3356   expected=right    | predicted="left"
+    [O] #3360   expected=right    | predicted="right"
+    [O] #3374   expected=right    | predicted="right"
+    [O] #3380   expected=right    | predicted="right"
+    [O] #3382   expected=right    | predicted="right"
+    [O] #3387   expected=right    | predicted="right"
+    [X] #3389   expected=right    | predicted="left"
+    [O] #3390   expected=right    | predicted="right"
+    [O] #3392   expected=right    | predicted="right"
+    [O] #3397   expected=right    | predicted="right"
+    [X] #3404   expected=right    | predicted="left"
+    [O] #3425   expected=right    | predicted="right"
+    [O] #3428   expected=right    | predicted="right"
+    [O] #3449   expected=right    | predicted="right"
+    [O] #3451   expected=right    | predicted="right"
+    [O] #3456   expected=right    | predicted="right"
+    [O] #3462   expected=right    | predicted="right"
+    [O] #3463   expected=right    | predicted="right"
+    [O] #3466   expected=right    | predicted="right"
+    [O] #3473   expected=right    | predicted="right"
+    [X] #3477   expected=right    | predicted="left"
+    [O] #3480   expected=right    | predicted="right"
+    [O] #3484   expected=right    | predicted="right"
+    [X] #3486   expected=right    | predicted="left"
+    [X] #3493   expected=right    | predicted="left"
+    [O] #3499   expected=right    | predicted="right"
+    [O] #3504   expected=right    | predicted="right"
+    [O] #3505   expected=right    | predicted="To the right"
+
  right:  97%|█████████▋| 601/620 [08:57<00:21,  1.13s/it]
  right:  97%|█████████▋| 602/620 [08:57<00:21,  1.19s/it]
                                                          

  right:  97%|█████████▋| 602/620 [08:59<00:21,  1.19s/it]
  right:  97%|█████████▋| 603/620 [08:59<00:22,  1.31s/it]
                                                          

  right:  97%|█████████▋| 603/620 [09:00<00:22,  1.31s/it]
  right:  97%|█████████▋| 604/620 [09:00<00:18,  1.18s/it]
                                                          

  right:  97%|█████████▋| 604/620 [09:00<00:18,  1.18s/it]
  right:  98%|█████████▊| 605/620 [09:00<00:15,  1.05s/it]
                                                          

  right:  98%|█████████▊| 605/620 [09:01<00:15,  1.05s/it]
  right:  98%|█████████▊| 606/620 [09:01<00:14,  1.01s/it]
                                                          

  right:  98%|█████████▊| 606/620 [09:02<00:14,  1.01s/it]
  right:  98%|█████████▊| 607/620 [09:02<00:12,  1.03it/s]
                                                          

  right:  98%|█████████▊| 607/620 [09:03<00:12,  1.03it/s]
  right:  98%|█████████▊| 608/620 [09:03<00:11,  1.07it/s]
                                                          

  right:  98%|█████████▊| 608/620 [09:04<00:11,  1.07it/s]
  right:  98%|█████████▊| 609/620 [09:04<00:11,  1.04s/it]
                                                          

  right:  98%|█████████▊| 609/620 [09:05<00:11,  1.04s/it]
  right:  98%|█████████▊| 610/620 [09:05<00:10,  1.09s/it]
                                                          

  right:  98%|█████████▊| 610/620 [09:07<00:10,  1.09s/it]
  right:  99%|█████████▊| 611/620 [09:07<00:09,  1.11s/it]
                                                          

  right:  99%|█████████▊| 611/620 [09:08<00:09,  1.11s/it]
  right:  99%|█████████▊| 612/620 [09:08<00:08,  1.08s/it]
                                                          

  right:  99%|█████████▊| 612/620 [09:09<00:08,  1.08s/it]
  right:  99%|█████████▉| 613/620 [09:09<00:07,  1.05s/it]
                                                          

  right:  99%|█████████▉| 613/620 [09:10<00:07,  1.05s/it]
  right:  99%|█████████▉| 614/620 [09:10<00:06,  1.03s/it]
                                                          

  right:  99%|█████████▉| 614/620 [09:10<00:06,  1.03s/it]
  right:  99%|█████████▉| 615/620 [09:10<00:05,  1.00s/it]
                                                          

  right:  99%|█████████▉| 615/620 [09:11<00:05,  1.00s/it]
  right:  99%|█████████▉| 616/620 [09:11<00:03,  1.04it/s]
                                                          

  right:  99%|█████████▉| 616/620 [09:13<00:03,  1.04it/s]
  right: 100%|█████████▉| 617/620 [09:13<00:03,  1.04s/it]
                                                          

  right: 100%|█████████▉| 617/620 [09:14<00:03,  1.04s/it]
  right: 100%|█████████▉| 618/620 [09:14<00:02,  1.19s/it]
                                                          

  right: 100%|█████████▉| 618/620 [09:15<00:02,  1.19s/it]
  right: 100%|█████████▉| 619/620 [09:15<00:01,  1.14s/it]
                                                          

  right: 100%|█████████▉| 619/620 [09:16<00:01,  1.14s/it]
  right: 100%|██████████| 620/620 [09:16<00:00,  1.17s/it]
  right: 100%|██████████| 620/620 [09:16<00:00,  1.11it/s]
+2026-02-19 16:04:43,250 - INFO -   right: 620/620 extracted | correct=498, incorrect=122, accuracy=80.3%
+2026-02-19 16:04:43,251 - INFO - Processing category: above (596 samples)
+    [O] #3507   expected=right    | predicted="right"
+    [O] #3513   expected=right    | predicted="right"
+    [O] #3523   expected=right    | predicted="right"
+    [O] #3536   expected=right    | predicted="right"
+    [O] #3540   expected=right    | predicted="right"
+    [O] #3541   expected=right    | predicted="right"
+    [O] #3547   expected=right    | predicted="right"
+    [X] #3550   expected=right    | predicted="left"
+    [X] #3562   expected=right    | predicted="To the left"
+    [O] #3569   expected=right    | predicted="right"
+    [O] #3588   expected=right    | predicted="right"
+    [O] #3591   expected=right    | predicted="right"
+    [X] #3594   expected=right    | predicted="left"
+    [O] #3595   expected=right    | predicted="right"
+    [X] #3604   expected=right    | predicted="left"
+    [O] #3606   expected=right    | predicted="right"
+    [O] #3609   expected=right    | predicted="right"
+    [O] #3627   expected=right    | predicted="right"
+    [O] #3632   expected=right    | predicted="right"
+
  above:   0%|          | 0/596 [00:00<?, ?it/s]
                                                

  above:   0%|          | 0/596 [00:00<?, ?it/s]
  above:   0%|          | 1/596 [00:00<07:27,  1.33it/s]
                                                        

  above:   0%|          | 1/596 [00:02<07:27,  1.33it/s]
  above:   0%|          | 2/596 [00:02<10:59,  1.11s/it]
                                                        

  above:   0%|          | 2/596 [00:03<10:59,  1.11s/it]
  above:   1%|          | 3/596 [00:03<11:13,  1.13s/it]
                                                        

  above:   1%|          | 3/596 [00:04<11:13,  1.13s/it]
  above:   1%|          | 4/596 [00:04<09:40,  1.02it/s]
                                                        

  above:   1%|          | 4/596 [00:05<09:40,  1.02it/s]
  above:   1%|          | 5/596 [00:05<10:18,  1.05s/it]
                                                        

  above:   1%|          | 5/596 [00:05<10:18,  1.05s/it]
  above:   1%|          | 6/596 [00:05<09:08,  1.08it/s]
                                                        

  above:   1%|          | 6/596 [00:07<09:08,  1.08it/s]
  above:   1%|          | 7/596 [00:07<10:51,  1.11s/it]
                                                        

  above:   1%|          | 7/596 [00:07<10:51,  1.11s/it]
  above:   1%|▏         | 8/596 [00:07<09:14,  1.06it/s]
                                                        

  above:   1%|▏         | 8/596 [00:09<09:14,  1.06it/s]
  above:   2%|▏         | 9/596 [00:09<10:24,  1.06s/it]
                                                        

  above:   2%|▏         | 9/596 [00:10<10:24,  1.06s/it]
  above:   2%|▏         | 10/596 [00:10<10:09,  1.04s/it]
                                                         

  above:   2%|▏         | 10/596 [00:11<10:09,  1.04s/it]
  above:   2%|▏         | 11/596 [00:11<10:26,  1.07s/it]
                                                         

  above:   2%|▏         | 11/596 [00:12<10:26,  1.07s/it]
  above:   2%|▏         | 12/596 [00:12<10:33,  1.08s/it]
                                                         

  above:   2%|▏         | 12/596 [00:13<10:33,  1.08s/it]
  above:   2%|▏         | 13/596 [00:13<08:55,  1.09it/s]
                                                         

  above:   2%|▏         | 13/596 [00:14<08:55,  1.09it/s]
  above:   2%|▏         | 14/596 [00:14<10:17,  1.06s/it]
                                                         

  above:   2%|▏         | 14/596 [00:14<10:17,  1.06s/it]
  above:   3%|▎         | 15/596 [00:14<08:31,  1.14it/s]
                                                         

  above:   3%|▎         | 15/596 [00:15<08:31,  1.14it/s]
  above:   3%|▎         | 16/596 [00:15<08:07,  1.19it/s]
                                                         

  above:   3%|▎         | 16/596 [00:16<08:07,  1.19it/s]
  above:   3%|▎         | 17/596 [00:16<08:50,  1.09it/s]
                                                         

  above:   3%|▎         | 17/596 [00:17<08:50,  1.09it/s]
  above:   3%|▎         | 18/596 [00:17<08:58,  1.07it/s]
                                                         

  above:   3%|▎         | 18/596 [00:18<08:58,  1.07it/s]
  above:   3%|▎         | 19/596 [00:18<09:21,  1.03it/s]
                                                         

  above:   3%|▎         | 19/596 [00:19<09:21,  1.03it/s]
  above:   3%|▎         | 20/596 [00:19<08:21,  1.15it/s]
                                                         

  above:   3%|▎         | 20/596 [00:20<08:21,  1.15it/s]
  above:   4%|▎         | 21/596 [00:20<08:13,  1.16it/s]
                                                         

  above:   4%|▎         | 21/596 [00:21<08:13,  1.16it/s]
  above:   4%|▎         | 22/596 [00:21<08:44,  1.09it/s]
                                                         

  above:   4%|▎         | 22/596 [00:22<08:44,  1.09it/s]
  above:   4%|▍         | 23/596 [00:22<09:58,  1.04s/it]
                                                         

  above:   4%|▍         | 23/596 [00:23<09:58,  1.04s/it]
  above:   4%|▍         | 24/596 [00:23<09:25,  1.01it/s]
                                                         

  above:   4%|▍         | 24/596 [00:23<09:25,  1.01it/s]
  above:   4%|▍         | 25/596 [00:23<07:42,  1.24it/s]
                                                         

  above:   4%|▍         | 25/596 [00:24<07:42,  1.24it/s]
  above:   4%|▍         | 26/596 [00:24<07:59,  1.19it/s]
                                                         

  above:   4%|▍         | 26/596 [00:25<07:59,  1.19it/s]
  above:   5%|▍         | 27/596 [00:25<07:41,  1.23it/s]
                                                         

  above:   5%|▍         | 27/596 [00:26<07:41,  1.23it/s]
  above:   5%|▍         | 28/596 [00:26<08:16,  1.14it/s]
                                                         

  above:   5%|▍         | 28/596 [00:27<08:16,  1.14it/s]
  above:   5%|▍         | 29/596 [00:27<07:37,  1.24it/s]
                                                         

  above:   5%|▍         | 29/596 [00:28<07:37,  1.24it/s]
  above:   5%|▌         | 30/596 [00:28<08:43,  1.08it/s]
                                                         

  above:   5%|▌         | 30/596 [00:28<08:43,  1.08it/s]
  above:   5%|▌         | 31/596 [00:28<07:39,  1.23it/s]
                                                         

  above:   5%|▌         | 31/596 [00:29<07:39,  1.23it/s]
  above:   5%|▌         | 32/596 [00:29<07:40,  1.23it/s]
                                                         

  above:   5%|▌         | 32/596 [00:30<07:40,  1.23it/s]
  above:   6%|▌         | 33/596 [00:30<08:15,  1.14it/s]
                                                         

  above:   6%|▌         | 33/596 [00:32<08:15,  1.14it/s]
  above:   6%|▌         | 34/596 [00:32<09:23,  1.00s/it]
                                                         

  above:   6%|▌         | 34/596 [00:33<09:23,  1.00s/it]
  above:   6%|▌         | 35/596 [00:33<09:39,  1.03s/it]
                                                         

  above:   6%|▌         | 35/596 [00:33<09:39,  1.03s/it]
  above:   6%|▌         | 36/596 [00:33<08:28,  1.10it/s]
                                                         

  above:   6%|▌         | 36/596 [00:34<08:28,  1.10it/s]
  above:   6%|▌         | 37/596 [00:34<09:01,  1.03it/s]
                                                         

  above:   6%|▌         | 37/596 [00:36<09:01,  1.03it/s]
  above:   6%|▋         | 38/596 [00:36<09:39,  1.04s/it]
                                                         

  above:   6%|▋         | 38/596 [00:37<09:39,  1.04s/it]
  above:   7%|▋         | 39/596 [00:37<09:44,  1.05s/it]
                                                         

  above:   7%|▋         | 39/596 [00:38<09:44,  1.05s/it]
  above:   7%|▋         | 40/596 [00:38<09:25,  1.02s/it]
                                                         

  above:   7%|▋         | 40/596 [00:39<09:25,  1.02s/it]
  above:   7%|▋         | 41/596 [00:39<09:20,  1.01s/it]
                                                         

  above:   7%|▋         | 41/596 [00:40<09:20,  1.01s/it]
  above:   7%|▋         | 42/596 [00:40<10:02,  1.09s/it]
                                                         

  above:   7%|▋         | 42/596 [00:41<10:02,  1.09s/it]
  above:   7%|▋         | 43/596 [00:41<10:22,  1.13s/it]
                                                         

  above:   7%|▋         | 43/596 [00:42<10:22,  1.13s/it]
  above:   7%|▋         | 44/596 [00:42<10:02,  1.09s/it]
                                                         

  above:   7%|▋         | 44/596 [00:43<10:02,  1.09s/it]
  above:   8%|▊         | 45/596 [00:43<09:37,  1.05s/it]
                                                         

  above:   8%|▊         | 45/596 [00:44<09:37,  1.05s/it]
  above:   8%|▊         | 46/596 [00:44<09:12,  1.01s/it]
                                                         

  above:   8%|▊         | 46/596 [00:45<09:12,  1.01s/it]
  above:   8%|▊         | 47/596 [00:45<08:36,  1.06it/s]
                                                         

  above:   8%|▊         | 47/596 [00:45<08:36,  1.06it/s]
  above:   8%|▊         | 48/596 [00:45<07:48,  1.17it/s]
                                                         

  above:   8%|▊         | 48/596 [00:46<07:48,  1.17it/s]
  above:   8%|▊         | 49/596 [00:46<07:18,  1.25it/s]
                                                         

  above:   8%|▊         | 49/596 [00:47<07:18,  1.25it/s]
  above:   8%|▊         | 50/596 [00:47<08:02,  1.13it/s]
                                                         

  above:   8%|▊         | 50/596 [00:48<08:02,  1.13it/s]
  above:   9%|▊         | 51/596 [00:48<08:07,  1.12it/s]
                                                         

  above:   9%|▊         | 51/596 [00:49<08:07,  1.12it/s]
  above:   9%|▊         | 52/596 [00:49<08:19,  1.09it/s]
                                                         

  above:   9%|▊         | 52/596 [00:50<08:19,  1.09it/s]
  above:   9%|▉         | 53/596 [00:50<09:13,  1.02s/it]
                                                         

  above:   9%|▉         | 53/596 [00:51<09:13,  1.02s/it]
  above:   9%|▉         | 54/596 [00:51<09:13,  1.02s/it]
                                                         

  above:   9%|▉         | 54/596 [00:53<09:13,  1.02s/it]
  above:   9%|▉         | 55/596 [00:53<09:43,  1.08s/it]
                                                         

  above:   9%|▉         | 55/596 [00:53<09:43,  1.08s/it]
  above:   9%|▉         | 56/596 [00:53<08:51,  1.02it/s]
                                                         

  above:   9%|▉         | 56/596 [00:54<08:51,  1.02it/s]
  above:  10%|▉         | 57/596 [00:54<09:00,  1.00s/it]
                                                         

  above:  10%|▉         | 57/596 [00:56<09:00,  1.00s/it]
  above:  10%|▉         | 58/596 [00:56<09:19,  1.04s/it]
                                                         

  above:  10%|▉         | 58/596 [00:56<09:19,  1.04s/it]
  above:  10%|▉         | 59/596 [00:56<08:56,  1.00it/s]
                                                         

  above:  10%|▉         | 59/596 [00:57<08:56,  1.00it/s]
  above:  10%|█         | 60/596 [00:57<08:42,  1.03it/s]
                                                         

  above:  10%|█         | 60/596 [00:58<08:42,  1.03it/s]
  above:  10%|█         | 61/596 [00:58<08:33,  1.04it/s]
                                                         

  above:  10%|█         | 61/596 [00:59<08:33,  1.04it/s]
  above:  10%|█         | 62/596 [00:59<08:00,  1.11it/s]
                                                         

  above:  10%|█         | 62/596 [01:00<08:00,  1.11it/s]
  above:  11%|█         | 63/596 [01:00<09:27,  1.07s/it]
                                                         

  above:  11%|█         | 63/596 [01:01<09:27,  1.07s/it]
  above:  11%|█         | 64/596 [01:01<08:14,  1.08it/s]
                                                         

  above:  11%|█         | 64/596 [01:02<08:14,  1.08it/s]
  above:  11%|█         | 65/596 [01:02<07:57,  1.11it/s]
                                                         

  above:  11%|█         | 65/596 [01:03<07:57,  1.11it/s]
  above:  11%|█         | 66/596 [01:03<08:17,  1.06it/s]
                                                         

  above:  11%|█         | 66/596 [01:04<08:17,  1.06it/s]
  above:  11%|█         | 67/596 [01:04<09:03,  1.03s/it]
                                                         

  above:  11%|█         | 67/596 [01:05<09:03,  1.03s/it]
  above:  11%|█▏        | 68/596 [01:05<08:03,  1.09it/s]
                                                         

  above:  11%|█▏        | 68/596 [01:06<08:03,  1.09it/s]
  above:  12%|█▏        | 69/596 [01:06<08:08,  1.08it/s]
                                                         

  above:  12%|█▏        | 69/596 [01:07<08:08,  1.08it/s]
  above:  12%|█▏        | 70/596 [01:07<10:07,  1.16s/it]
                                                         

  above:  12%|█▏        | 70/596 [01:09<10:07,  1.16s/it]
  above:  12%|█▏        | 71/596 [01:09<09:45,  1.12s/it]
                                                         

  above:  12%|█▏        | 71/596 [01:09<09:45,  1.12s/it]
  above:  12%|█▏        | 72/596 [01:09<08:33,  1.02it/s]
                                                         

  above:  12%|█▏        | 72/596 [01:10<08:33,  1.02it/s]
  above:  12%|█▏        | 73/596 [01:10<08:42,  1.00it/s]
                                                         

  above:  12%|█▏        | 73/596 [01:11<08:42,  1.00it/s]
  above:  12%|█▏        | 74/596 [01:11<08:32,  1.02it/s]
                                                         

  above:  12%|█▏        | 74/596 [01:12<08:32,  1.02it/s]
  above:  13%|█▎        | 75/596 [01:12<07:35,  1.14it/s]
                                                         

  above:  13%|█▎        | 75/596 [01:13<07:35,  1.14it/s]
  above:  13%|█▎        | 76/596 [01:13<07:24,  1.17it/s]
                                                         

  above:  13%|█▎        | 76/596 [01:13<07:24,  1.17it/s]
  above:  13%|█▎        | 77/596 [01:13<06:59,  1.24it/s]
                                                         

  above:  13%|█▎        | 77/596 [01:14<06:59,  1.24it/s]
  above:  13%|█▎        | 78/596 [01:14<06:10,  1.40it/s]
                                                         

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+
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+
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    [X] #1903   expected=above    | predicted="below"
+    [O] #1910   expected=above    | predicted="above"
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+    [O] #2024   expected=above    | predicted="above"
+    [O] #2032   expected=above    | predicted="above"
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+    [O] #2054   expected=above    | predicted="above"
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  above:  86%|████████▌ | 510/596 [07:49<01:37,  1.13s/it]
                                                          

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  above:  86%|████████▌ | 511/596 [07:50<01:31,  1.08s/it]
                                                          

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  above:  86%|████████▌ | 513/596 [07:52<01:37,  1.18s/it]
                                                          

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  above:  86%|████████▌ | 514/596 [07:53<01:34,  1.15s/it]
                                                          

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  above:  86%|████████▋ | 515/596 [07:55<01:34,  1.17s/it]
                                                          

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  above:  87%|████████▋ | 516/596 [07:55<01:22,  1.03s/it]
                                                          

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  above:  87%|████████▋ | 517/596 [07:57<01:26,  1.10s/it]
                                                          

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  above:  87%|████████▋ | 518/596 [07:58<01:26,  1.11s/it]
                                                          

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  above:  87%|████████▋ | 519/596 [07:59<01:18,  1.02s/it]
                                                          

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  above:  87%|████████▋ | 520/596 [08:00<01:16,  1.01s/it]
                                                          

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  above:  87%|████████▋ | 521/596 [08:01<01:15,  1.00s/it]
                                                          

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  above:  88%|████████▊ | 522/596 [08:02<01:14,  1.01s/it]
                                                          

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  above:  88%|████████▊ | 524/596 [08:04<01:17,  1.07s/it]
                                                          

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  above:  88%|████████▊ | 525/596 [08:05<01:11,  1.00s/it]
                                                          

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  above:  89%|████████▊ | 528/596 [08:08<01:11,  1.05s/it]
                                                          

  above:  89%|████████▊ | 528/596 [08:09<01:11,  1.05s/it]
  above:  89%|████████▉ | 529/596 [08:09<01:14,  1.11s/it]
                                                          

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  above:  89%|████████▉ | 530/596 [08:10<01:06,  1.00s/it]
                                                          

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  above:  89%|████████▉ | 531/596 [08:11<01:09,  1.07s/it]
                                                          

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  above:  90%|████████▉ | 534/596 [08:15<01:10,  1.14s/it]
                                                          

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  above:  90%|████████▉ | 535/596 [08:16<01:11,  1.18s/it]
                                                          

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  above:  90%|████████▉ | 536/596 [08:17<01:09,  1.16s/it]
                                                          

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  above:  90%|█████████ | 537/596 [08:18<01:07,  1.14s/it]
                                                          

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  above:  90%|█████████ | 538/596 [08:19<01:10,  1.22s/it]
                                                          

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  above:  90%|█████████ | 539/596 [08:20<00:56,  1.01it/s]
                                                          

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  above:  91%|█████████ | 540/596 [08:21<00:57,  1.03s/it]
                                                          

  above:  91%|█████████ | 540/596 [08:22<00:57,  1.03s/it]
  above:  91%|█████████ | 541/596 [08:22<00:59,  1.08s/it]
                                                          

  above:  91%|█████████ | 541/596 [08:23<00:59,  1.08s/it]
  above:  91%|█████████ | 542/596 [08:23<00:52,  1.03it/s]
                                                          

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  above:  91%|█████████ | 543/596 [08:24<00:56,  1.07s/it]
                                                          

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  above:  91%|█████████▏| 544/596 [08:25<00:59,  1.14s/it]
                                                          

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  above:  91%|█████████▏| 545/596 [08:26<00:54,  1.07s/it]
                                                          

  above:  91%|█████████▏| 545/596 [08:27<00:54,  1.07s/it]
  above:  92%|█████████▏| 546/596 [08:27<00:50,  1.02s/it]
                                                          

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  above:  92%|█████████▏| 547/596 [08:29<00:54,  1.12s/it]
                                                          

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  above:  92%|█████████▏| 548/596 [08:30<00:55,  1.16s/it]
                                                          

  above:  92%|█████████▏| 548/596 [08:31<00:55,  1.16s/it]
  above:  92%|█████████▏| 549/596 [08:31<00:54,  1.16s/it]
                                                          

  above:  92%|█████████▏| 549/596 [08:32<00:54,  1.16s/it]
  above:  92%|█████████▏| 550/596 [08:32<00:51,  1.11s/it]
                                                          

  above:  92%|█████████▏| 550/596 [08:33<00:51,  1.11s/it]
  above:  92%|█████████▏| 551/596 [08:33<00:51,  1.15s/it]
                                                          

  above:  92%|█████████▏| 551/596 [08:34<00:51,  1.15s/it]
  above:  93%|█████████▎| 552/596 [08:34<00:47,  1.09s/it]
                                                          

  above:  93%|█████████▎| 552/596 [08:35<00:47,  1.09s/it]
  above:  93%|█████████▎| 553/596 [08:35<00:47,  1.11s/it]
                                                          

  above:  93%|█████████▎| 553/596 [08:37<00:47,  1.11s/it]
  above:  93%|█████████▎| 554/596 [08:37<00:46,  1.11s/it]
                                                          

  above:  93%|█████████▎| 554/596 [08:38<00:46,  1.11s/it]
  above:  93%|█████████▎| 555/596 [08:38<00:45,  1.12s/it]
                                                          

  above:  93%|█████████▎| 555/596 [08:39<00:45,  1.12s/it]
  above:  93%|█████████▎| 556/596 [08:39<00:51,  1.28s/it]
                                                          

  above:  93%|█████████▎| 556/596 [08:40<00:51,  1.28s/it]
  above:  93%|█████████▎| 557/596 [08:40<00:48,  1.23s/it]
                                                          

  above:  93%|█████████▎| 557/596 [08:41<00:48,  1.23s/it]
  above:  94%|█████████▎| 558/596 [08:41<00:41,  1.08s/it]
                                                          

  above:  94%|█████████▎| 558/596 [08:42<00:41,  1.08s/it]
  above:  94%|█████████▍| 559/596 [08:42<00:41,  1.11s/it]
                                                          

  above:  94%|█████████▍| 559/596 [08:44<00:41,  1.11s/it]
  above:  94%|█████████▍| 560/596 [08:44<00:42,  1.19s/it]
                                                          

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  above:  94%|█████████▍| 561/596 [08:44<00:35,  1.02s/it]
                                                          

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  above:  94%|█████████▍| 562/596 [08:45<00:32,  1.04it/s]
                                                          

  above:  94%|█████████▍| 562/596 [08:46<00:32,  1.04it/s]
  above:  94%|█████████▍| 563/596 [08:46<00:35,  1.07s/it]
                                                          

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  above:  95%|█████████▍| 564/596 [08:48<00:33,  1.06s/it]
                                                          

  above:  95%|█████████▍| 564/596 [08:48<00:33,  1.06s/it]
  above:  95%|█████████▍| 565/596 [08:48<00:31,  1.03s/it]
                                                          

  above:  95%|█████████▍| 565/596 [08:50<00:31,  1.03s/it]
  above:  95%|█████████▍| 566/596 [08:50<00:33,  1.10s/it]
                                                          

  above:  95%|█████████▍| 566/596 [08:51<00:33,  1.10s/it]
  above:  95%|█████████▌| 567/596 [08:51<00:31,  1.10s/it]
                                                          

  above:  95%|█████████▌| 567/596 [08:52<00:31,  1.10s/it]
  above:  95%|█████████▌| 568/596 [08:52<00:31,  1.12s/it]
                                                          

  above:  95%|█████████▌| 568/596 [08:53<00:31,  1.12s/it]
  above:  95%|█████████▌| 569/596 [08:53<00:26,  1.02it/s]
                                                          

  above:  95%|█████████▌| 569/596 [08:54<00:26,  1.02it/s]
  above:  96%|█████████▌| 570/596 [08:54<00:25,  1.03it/s]
                                                          

  above:  96%|█████████▌| 570/596 [08:55<00:25,  1.03it/s]
  above:  96%|█████████▌| 571/596 [08:55<00:25,  1.03s/it]
                                                          

  above:  96%|█████████▌| 571/596 [08:56<00:25,  1.03s/it]
  above:  96%|█████████▌| 572/596 [08:56<00:25,  1.05s/it]
                                                          

  above:  96%|█████████▌| 572/596 [08:57<00:25,  1.05s/it]
  above:  96%|█████████▌| 573/596 [08:57<00:27,  1.20s/it]
                                                          

  above:  96%|█████████▌| 573/596 [08:58<00:27,  1.20s/it]
  above:  96%|█████████▋| 574/596 [08:58<00:25,  1.14s/it]
                                                          

  above:  96%|█████████▋| 574/596 [08:59<00:25,  1.14s/it]
  above:  96%|█████████▋| 575/596 [08:59<00:22,  1.08s/it]
                                                          

  above:  96%|█████████▋| 575/596 [09:01<00:22,  1.08s/it]
  above:  97%|█████████▋| 576/596 [09:01<00:23,  1.17s/it]
                                                          

  above:  97%|█████████▋| 576/596 [09:02<00:23,  1.17s/it]
  above:  97%|█████████▋| 577/596 [09:02<00:20,  1.07s/it]
                                                          

  above:  97%|█████████▋| 577/596 [09:02<00:20,  1.07s/it]
  above:  97%|█████████▋| 578/596 [09:02<00:18,  1.01s/it]
                                                          

  above:  97%|█████████▋| 578/596 [09:04<00:18,  1.01s/it]
  above:  97%|█████████▋| 579/596 [09:04<00:17,  1.06s/it]
                                                          

  above:  97%|█████████▋| 579/596 [09:05<00:17,  1.06s/it]
  above:  97%|█████████▋| 580/596 [09:05<00:17,  1.07s/it]
                                                          

  above:  97%|█████████▋| 580/596 [09:06<00:17,  1.07s/it]
  above:  97%|█████████▋| 581/596 [09:06<00:16,  1.08s/it]
                                                          

  above:  97%|█████████▋| 581/596 [09:07<00:16,  1.08s/it]
  above:  98%|█████████▊| 582/596 [09:07<00:15,  1.08s/it]
                                                          

  above:  98%|█████████▊| 582/596 [09:08<00:15,  1.08s/it]
  above:  98%|█████████▊| 583/596 [09:08<00:14,  1.12s/it]
                                                          

  above:  98%|█████████▊| 583/596 [09:09<00:14,  1.12s/it]
  above:  98%|█████████▊| 584/596 [09:09<00:13,  1.16s/it]
                                                          

  above:  98%|█████████▊| 584/596 [09:10<00:13,  1.16s/it]
  above:  98%|█████████▊| 585/596 [09:10<00:12,  1.15s/it]
                                                          

  above:  98%|█████████▊| 585/596 [09:12<00:12,  1.15s/it]
  above:  98%|█████████▊| 586/596 [09:12<00:11,  1.17s/it]
                                                          

  above:  98%|█████████▊| 586/596 [09:13<00:11,  1.17s/it]
  above:  98%|█████████▊| 587/596 [09:13<00:10,  1.12s/it]
                                                          

  above:  98%|█████████▊| 587/596 [09:14<00:10,  1.12s/it]
  above:  99%|█████████▊| 588/596 [09:14<00:08,  1.05s/it]
                                                          

  above:  99%|█████████▊| 588/596 [09:15<00:08,  1.05s/it]
  above:  99%|█████████▉| 589/596 [09:15<00:07,  1.02s/it]
                                                          

  above:  99%|█████████▉| 589/596 [09:16<00:07,  1.02s/it]
  above:  99%|█████████▉| 590/596 [09:16<00:06,  1.08s/it]
                                                          

  above:  99%|█████████▉| 590/596 [09:17<00:06,  1.08s/it]
  above:  99%|█████████▉| 591/596 [09:17<00:05,  1.18s/it]
                                                          

  above:  99%|█████████▉| 591/596 [09:18<00:05,  1.18s/it]
  above:  99%|█████████▉| 592/596 [09:18<00:04,  1.10s/it]
                                                          

  above:  99%|█████████▉| 592/596 [09:19<00:04,  1.10s/it]
  above:  99%|█████████▉| 593/596 [09:19<00:03,  1.08s/it]
                                                          

  above:  99%|█████████▉| 593/596 [09:21<00:03,  1.08s/it]
  above: 100%|█████████▉| 594/596 [09:21<00:02,  1.19s/it]
                                                          

  above: 100%|█████████▉| 594/596 [09:22<00:02,  1.19s/it]
  above: 100%|█████████▉| 595/596 [09:22<00:01,  1.15s/it]
                                                          

  above: 100%|█████████▉| 595/596 [09:23<00:01,  1.15s/it]
  above: 100%|██████████| 596/596 [09:23<00:00,  1.18s/it]
  above: 100%|██████████| 596/596 [09:23<00:00,  1.06it/s]
+2026-02-19 16:14:06,622 - INFO -   above: 596/596 extracted | correct=579, incorrect=17, accuracy=97.1%
+2026-02-19 16:14:06,623 - INFO - Processing category: under (602 samples)
+    [O] #2802   expected=above    | predicted="above"
+    [O] #2805   expected=above    | predicted="above"
+    [O] #2817   expected=above    | predicted="Above"
+    [O] #2820   expected=above    | predicted="Above"
+    [O] #2839   expected=above    | predicted="Above"
+    [O] #2840   expected=above    | predicted="Above"
+    [O] #2844   expected=above    | predicted="above"
+    [O] #2845   expected=above    | predicted="above"
+    [O] #2855   expected=above    | predicted="above"
+    [O] #2861   expected=above    | predicted="above"
+    [O] #2876   expected=above    | predicted="above"
+    [O] #2884   expected=above    | predicted="above"
+    [O] #2890   expected=above    | predicted="above"
+    [O] #2894   expected=above    | predicted="above"
+    [O] #2914   expected=above    | predicted="above"
+    [O] #2922   expected=above    | predicted="Above"
+    [O] #2925   expected=above    | predicted="above"
+    [O] #2929   expected=above    | predicted="above"
+    [O] #2934   expected=above    | predicted="above"
+    [O] #2936   expected=above    | predicted="above"
+    [O] #2943   expected=above    | predicted="above"
+    [O] #2947   expected=above    | predicted="above"
+    [O] #2950   expected=above    | predicted="above"
+    [O] #2953   expected=above    | predicted="Above"
+    [O] #2956   expected=above    | predicted="above"
+    [O] #2958   expected=above    | predicted="above"
+    [O] #2959   expected=above    | predicted="above"
+    [O] #2968   expected=above    | predicted="Above"
+    [O] #2973   expected=above    | predicted="above"
+    [O] #2976   expected=above    | predicted="Above"
+    [O] #2977   expected=above    | predicted="above"
+    [O] #2985   expected=above    | predicted="above"
+    [O] #2987   expected=above    | predicted="above"
+    [O] #2990   expected=above    | predicted="above"
+    [O] #2995   expected=above    | predicted="Above"
+    [O] #3016   expected=above    | predicted="above"
+    [O] #3018   expected=above    | predicted="Above"
+    [O] #3028   expected=above    | predicted="above"
+    [O] #3032   expected=above    | predicted="above"
+    [O] #3035   expected=above    | predicted="above"
+    [O] #3045   expected=above    | predicted="above"
+    [O] #3046   expected=above    | predicted="above"
+    [O] #3052   expected=above    | predicted="above"
+    [O] #3053   expected=above    | predicted="above"
+    [O] #3058   expected=above    | predicted="above"
+    [O] #3059   expected=above    | predicted="above"
+    [O] #3060   expected=above    | predicted="above"
+    [O] #3063   expected=above    | predicted="above"
+    [O] #3068   expected=above    | predicted="above"
+    [O] #3074   expected=above    | predicted="above"
+    [O] #3079   expected=above    | predicted="above"
+    [O] #3083   expected=above    | predicted="above"
+    [O] #3086   expected=above    | predicted="above"
+    [O] #3105   expected=above    | predicted="above"
+    [O] #3113   expected=above    | predicted="above"
+    [O] #3134   expected=above    | predicted="above"
+    [O] #3139   expected=above    | predicted="above"
+    [O] #3145   expected=above    | predicted="Above"
+    [O] #3155   expected=above    | predicted="above"
+    [O] #3167   expected=above    | predicted="above"
+    [O] #3177   expected=above    | predicted="above"
+    [O] #3181   expected=above    | predicted="Above"
+    [O] #3182   expected=above    | predicted="above"
+    [O] #3183   expected=above    | predicted="above"
+    [O] #3189   expected=above    | predicted="above"
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+    [O] #3204   expected=above    | predicted="above"
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+    [O] #3216   expected=above    | predicted="Above"
+    [O] #3218   expected=above    | predicted="above"
+    [O] #3227   expected=above    | predicted="above"
+    [O] #3237   expected=above    | predicted="Above"
+    [O] #3238   expected=above    | predicted="above"
+    [O] #3240   expected=above    | predicted="Above"
+    [O] #3247   expected=above    | predicted="above"
+    [O] #3262   expected=above    | predicted="above"
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+    [O] #3299   expected=above    | predicted="above"
+    [O] #3302   expected=above    | predicted="above"
+    [O] #3303   expected=above    | predicted="above"
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+    [O] #3320   expected=above    | predicted="Above"
+    [O] #3336   expected=above    | predicted="above"
+    [O] #3339   expected=above    | predicted="above"
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+    [O] #3401   expected=above    | predicted="above"
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+    [O] #3409   expected=above    | predicted="above"
+    [O] #3413   expected=above    | predicted="above"
+    [O] #3417   expected=above    | predicted="above"
+    [O] #3421   expected=above    | predicted="above"
+    [O] #3424   expected=above    | predicted="above"
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+    [X] #3450   expected=above    | predicted="under"
+    [O] #3460   expected=above    | predicted="above"
+    [O] #3464   expected=above    | predicted="above"
+    [O] #3468   expected=above    | predicted="above"
+    [O] #3471   expected=above    | predicted="above"
+    [O] #3472   expected=above    | predicted="above"
+    [O] #3475   expected=above    | predicted="Above"
+    [O] #3512   expected=above    | predicted="above"
+    [O] #3519   expected=above    | predicted="above"
+    [O] #3520   expected=above    | predicted="Above"
+    [O] #3525   expected=above    | predicted="above"
+    [O] #3528   expected=above    | predicted="Above"
+    [O] #3530   expected=above    | predicted="above"
+    [O] #3532   expected=above    | predicted="above"
+    [O] #3544   expected=above    | predicted="Above"
+    [O] #3546   expected=above    | predicted="above"
+    [O] #3551   expected=above    | predicted="above"
+    [O] #3558   expected=above    | predicted="above"
+    [O] #3563   expected=above    | predicted="Above"
+    [O] #3566   expected=above    | predicted="above"
+    [O] #3570   expected=above    | predicted="above"
+    [O] #3574   expected=above    | predicted="above"
+    [O] #3585   expected=above    | predicted="above"
+    [O] #3592   expected=above    | predicted="above"
+    [O] #3608   expected=above    | predicted="above"
+    [O] #3617   expected=above    | predicted="Above"
+    [O] #3621   expected=above    | predicted="above"
+    [O] #3623   expected=above    | predicted="above"
+    [O] #3626   expected=above    | predicted="Above"
+    [O] #3631   expected=above    | predicted="above"
+    [O] #3634   expected=above    | predicted="above"
+    [O] #3636   expected=above    | predicted="Above"
+
  under:   0%|          | 0/602 [00:00<?, ?it/s]
                                                

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    [X] #929    expected=under    | predicted="above"
+    [O] #930    expected=under    | predicted="under"
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+    [O] #1012   expected=under    | predicted="under"
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+    [O] #1038   expected=under    | predicted="under"
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+    [O] #1755   expected=under    | predicted="under"
+    [O] #1770   expected=under    | predicted="under"
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+
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  under:  86%|████████▌ | 515/602 [07:32<01:33,  1.07s/it]
                                                          

  under:  86%|████████▌ | 515/602 [07:33<01:33,  1.07s/it]
  under:  86%|████████▌ | 516/602 [07:33<01:27,  1.02s/it]
                                                          

  under:  86%|████████▌ | 516/602 [07:34<01:27,  1.02s/it]
  under:  86%|████████▌ | 517/602 [07:34<01:23,  1.02it/s]
                                                          

  under:  86%|████████▌ | 517/602 [07:35<01:23,  1.02it/s]
  under:  86%|████████▌ | 518/602 [07:35<01:30,  1.08s/it]
                                                          

  under:  86%|████████▌ | 518/602 [07:36<01:30,  1.08s/it]
  under:  86%|████████▌ | 519/602 [07:36<01:34,  1.14s/it]
                                                          

  under:  86%|████████▌ | 519/602 [07:37<01:34,  1.14s/it]
  under:  86%|████████▋ | 520/602 [07:37<01:32,  1.12s/it]
                                                          

  under:  86%|████████▋ | 520/602 [07:38<01:32,  1.12s/it]
  under:  87%|████████▋ | 521/602 [07:38<01:27,  1.08s/it]
                                                          

  under:  87%|████████▋ | 521/602 [07:39<01:27,  1.08s/it]
  under:  87%|████████▋ | 522/602 [07:39<01:23,  1.04s/it]
                                                          

  under:  87%|████████▋ | 522/602 [07:40<01:23,  1.04s/it]
  under:  87%|████████▋ | 523/602 [07:40<01:21,  1.03s/it]
                                                          

  under:  87%|████████▋ | 523/602 [07:41<01:21,  1.03s/it]
  under:  87%|████████▋ | 524/602 [07:41<01:18,  1.01s/it]
                                                          

  under:  87%|████████▋ | 524/602 [07:42<01:18,  1.01s/it]
  under:  87%|████████▋ | 525/602 [07:42<01:22,  1.07s/it]
                                                          

  under:  87%|████████▋ | 525/602 [07:43<01:22,  1.07s/it]
  under:  87%|████████▋ | 526/602 [07:43<01:13,  1.04it/s]
                                                          

  under:  87%|████████▋ | 526/602 [07:44<01:13,  1.04it/s]
  under:  88%|████████▊ | 527/602 [07:44<01:18,  1.04s/it]
                                                          

  under:  88%|████████▊ | 527/602 [07:45<01:18,  1.04s/it]
  under:  88%|████████▊ | 528/602 [07:45<01:11,  1.03it/s]
                                                          

  under:  88%|████████▊ | 528/602 [07:46<01:11,  1.03it/s]
  under:  88%|████████▊ | 529/602 [07:46<01:13,  1.01s/it]
                                                          

  under:  88%|████████▊ | 529/602 [07:47<01:13,  1.01s/it]
  under:  88%|████████▊ | 530/602 [07:47<01:13,  1.01s/it]
                                                          

  under:  88%|████████▊ | 530/602 [07:48<01:13,  1.01s/it]
  under:  88%|████████▊ | 531/602 [07:48<01:16,  1.08s/it]
                                                          

  under:  88%|████████▊ | 531/602 [07:49<01:16,  1.08s/it]
  under:  88%|████████▊ | 532/602 [07:49<01:15,  1.07s/it]
                                                          

  under:  88%|████████▊ | 532/602 [07:50<01:15,  1.07s/it]
  under:  89%|████████▊ | 533/602 [07:50<01:13,  1.06s/it]
                                                          

  under:  89%|████████▊ | 533/602 [07:52<01:13,  1.06s/it]
  under:  89%|████████▊ | 534/602 [07:52<01:11,  1.05s/it]
                                                          

  under:  89%|████████▊ | 534/602 [07:52<01:11,  1.05s/it]
  under:  89%|████████▉ | 535/602 [07:52<01:07,  1.01s/it]
                                                          

  under:  89%|████████▉ | 535/602 [07:54<01:07,  1.01s/it]
  under:  89%|████████▉ | 536/602 [07:54<01:14,  1.13s/it]
                                                          

  under:  89%|████████▉ | 536/602 [07:55<01:14,  1.13s/it]
  under:  89%|████████▉ | 537/602 [07:55<01:07,  1.04s/it]
                                                          

  under:  89%|████████▉ | 537/602 [07:56<01:07,  1.04s/it]
  under:  89%|████████▉ | 538/602 [07:56<01:04,  1.01s/it]
                                                          

  under:  89%|████████▉ | 538/602 [07:57<01:04,  1.01s/it]
  under:  90%|████████▉ | 539/602 [07:57<01:02,  1.00it/s]
                                                          

  under:  90%|████████▉ | 539/602 [07:58<01:02,  1.00it/s]
  under:  90%|████████▉ | 540/602 [07:58<01:08,  1.11s/it]
                                                          

  under:  90%|████████▉ | 540/602 [07:59<01:08,  1.11s/it]
  under:  90%|████████▉ | 541/602 [07:59<01:12,  1.18s/it]
                                                          

  under:  90%|████████▉ | 541/602 [08:00<01:12,  1.18s/it]
  under:  90%|█████████ | 542/602 [08:00<01:09,  1.16s/it]
                                                          

  under:  90%|█████████ | 542/602 [08:01<01:09,  1.16s/it]
  under:  90%|█████████ | 543/602 [08:01<01:06,  1.13s/it]
                                                          

  under:  90%|█████████ | 543/602 [08:03<01:06,  1.13s/it]
  under:  90%|█████████ | 544/602 [08:03<01:09,  1.20s/it]
                                                          

  under:  90%|█████████ | 544/602 [08:04<01:09,  1.20s/it]
  under:  91%|█████████ | 545/602 [08:04<01:08,  1.20s/it]
                                                          

  under:  91%|█████████ | 545/602 [08:05<01:08,  1.20s/it]
  under:  91%|█████████ | 546/602 [08:05<00:57,  1.03s/it]
                                                          

  under:  91%|█████████ | 546/602 [08:06<00:57,  1.03s/it]
  under:  91%|█████████ | 547/602 [08:06<00:53,  1.03it/s]
                                                          

  under:  91%|█████████ | 547/602 [08:07<00:53,  1.03it/s]
  under:  91%|█████████ | 548/602 [08:07<00:56,  1.05s/it]
                                                          

  under:  91%|█████████ | 548/602 [08:08<00:56,  1.05s/it]
  under:  91%|█████████ | 549/602 [08:08<00:58,  1.11s/it]
                                                          

  under:  91%|█████████ | 549/602 [08:09<00:58,  1.11s/it]
  under:  91%|█████████▏| 550/602 [08:09<00:58,  1.12s/it]
                                                          

  under:  91%|█████████▏| 550/602 [08:11<00:58,  1.12s/it]
  under:  92%|█████████▏| 551/602 [08:11<01:03,  1.24s/it]
                                                          

  under:  92%|█████████▏| 551/602 [08:12<01:03,  1.24s/it]
  under:  92%|█████████▏| 552/602 [08:12<00:58,  1.18s/it]
                                                          

  under:  92%|█████████▏| 552/602 [08:13<00:58,  1.18s/it]
  under:  92%|█████████▏| 553/602 [08:13<00:57,  1.17s/it]
                                                          

  under:  92%|█████████▏| 553/602 [08:14<00:57,  1.17s/it]
  under:  92%|█████████▏| 554/602 [08:14<00:49,  1.04s/it]
                                                          

  under:  92%|█████████▏| 554/602 [08:15<00:49,  1.04s/it]
  under:  92%|█████████▏| 555/602 [08:15<00:50,  1.07s/it]
                                                          

  under:  92%|█████████▏| 555/602 [08:16<00:50,  1.07s/it]
  under:  92%|█████████▏| 556/602 [08:16<00:50,  1.09s/it]
                                                          

  under:  92%|█████████▏| 556/602 [08:17<00:50,  1.09s/it]
  under:  93%|█████████▎| 557/602 [08:17<00:48,  1.08s/it]
                                                          

  under:  93%|█████████▎| 557/602 [08:18<00:48,  1.08s/it]
  under:  93%|█████████▎| 558/602 [08:18<00:46,  1.05s/it]
                                                          

  under:  93%|█████████▎| 558/602 [08:19<00:46,  1.05s/it]
  under:  93%|█████████▎| 559/602 [08:19<00:40,  1.06it/s]
                                                          

  under:  93%|█████████▎| 559/602 [08:20<00:40,  1.06it/s]
  under:  93%|█████████▎| 560/602 [08:20<00:40,  1.04it/s]
                                                          

  under:  93%|█████████▎| 560/602 [08:21<00:40,  1.04it/s]
  under:  93%|█████████▎| 561/602 [08:21<00:39,  1.04it/s]
                                                          

  under:  93%|█████████▎| 561/602 [08:22<00:39,  1.04it/s]
  under:  93%|█████████▎| 562/602 [08:22<00:40,  1.02s/it]
                                                          

  under:  93%|█████████▎| 562/602 [08:23<00:40,  1.02s/it]
  under:  94%|█████████▎| 563/602 [08:23<00:38,  1.01it/s]
                                                          

  under:  94%|█████████▎| 563/602 [08:24<00:38,  1.01it/s]
  under:  94%|█████████▎| 564/602 [08:24<00:41,  1.09s/it]
                                                          

  under:  94%|█████████▎| 564/602 [08:25<00:41,  1.09s/it]
  under:  94%|█████████▍| 565/602 [08:25<00:39,  1.08s/it]
                                                          

  under:  94%|█████████▍| 565/602 [08:26<00:39,  1.08s/it]
  under:  94%|█████████▍| 566/602 [08:26<00:38,  1.06s/it]
                                                          

  under:  94%|█████████▍| 566/602 [08:27<00:38,  1.06s/it]
  under:  94%|█████████▍| 567/602 [08:27<00:38,  1.09s/it]
                                                          

  under:  94%|█████████▍| 567/602 [08:28<00:38,  1.09s/it]
  under:  94%|█████████▍| 568/602 [08:28<00:33,  1.01it/s]
                                                          

  under:  94%|█████████▍| 568/602 [08:29<00:33,  1.01it/s]
  under:  95%|█████████▍| 569/602 [08:29<00:33,  1.03s/it]
                                                          

  under:  95%|█████████▍| 569/602 [08:30<00:33,  1.03s/it]
  under:  95%|█████████▍| 570/602 [08:30<00:33,  1.04s/it]
                                                          

  under:  95%|█████████▍| 570/602 [08:31<00:33,  1.04s/it]
  under:  95%|█████████▍| 571/602 [08:31<00:32,  1.05s/it]
                                                          

  under:  95%|█████████▍| 571/602 [08:32<00:32,  1.05s/it]
  under:  95%|█████████▌| 572/602 [08:32<00:32,  1.08s/it]
                                                          

  under:  95%|█████████▌| 572/602 [08:34<00:32,  1.08s/it]
  under:  95%|█████████▌| 573/602 [08:34<00:33,  1.15s/it]
                                                          

  under:  95%|█████████▌| 573/602 [08:35<00:33,  1.15s/it]
  under:  95%|█████████▌| 574/602 [08:35<00:32,  1.17s/it]
                                                          

  under:  95%|█████████▌| 574/602 [08:36<00:32,  1.17s/it]
  under:  96%|█████████▌| 575/602 [08:36<00:30,  1.13s/it]
                                                          

  under:  96%|█████████▌| 575/602 [08:37<00:30,  1.13s/it]
  under:  96%|█████████▌| 576/602 [08:37<00:27,  1.06s/it]
                                                          

  under:  96%|█████████▌| 576/602 [08:38<00:27,  1.06s/it]
  under:  96%|█████████▌| 577/602 [08:38<00:27,  1.11s/it]
                                                          

  under:  96%|█████████▌| 577/602 [08:39<00:27,  1.11s/it]
  under:  96%|█████████▌| 578/602 [08:39<00:24,  1.04s/it]
                                                          

  under:  96%|█████████▌| 578/602 [08:40<00:24,  1.04s/it]
  under:  96%|█████████▌| 579/602 [08:40<00:22,  1.01it/s]
                                                          

  under:  96%|█████████▌| 579/602 [08:41<00:22,  1.01it/s]
  under:  96%|█████████▋| 580/602 [08:41<00:23,  1.05s/it]
                                                          

  under:  96%|█████████▋| 580/602 [08:42<00:23,  1.05s/it]
  under:  97%|█████████▋| 581/602 [08:42<00:22,  1.06s/it]
                                                          

  under:  97%|█████████▋| 581/602 [08:43<00:22,  1.06s/it]
  under:  97%|█████████▋| 582/602 [08:43<00:22,  1.13s/it]
                                                          

  under:  97%|█████████▋| 582/602 [08:45<00:22,  1.13s/it]
  under:  97%|█████████▋| 583/602 [08:45<00:22,  1.18s/it]
                                                          

  under:  97%|█████████▋| 583/602 [08:46<00:22,  1.18s/it]
  under:  97%|█████████▋| 584/602 [08:46<00:20,  1.11s/it]
                                                          

  under:  97%|█████████▋| 584/602 [08:47<00:20,  1.11s/it]
  under:  97%|█████████▋| 585/602 [08:47<00:17,  1.06s/it]
                                                          

  under:  97%|█████████▋| 585/602 [08:47<00:17,  1.06s/it]
  under:  97%|█████████▋| 586/602 [08:47<00:16,  1.02s/it]
                                                          

  under:  97%|█████████▋| 586/602 [08:48<00:16,  1.02s/it]
  under:  98%|█████████▊| 587/602 [08:48<00:14,  1.04it/s]
                                                          

  under:  98%|█████████▊| 587/602 [08:49<00:14,  1.04it/s]
  under:  98%|█████████▊| 588/602 [08:49<00:13,  1.05it/s]
                                                          

  under:  98%|█████████▊| 588/602 [08:50<00:13,  1.05it/s]
  under:  98%|█████████▊| 589/602 [08:50<00:12,  1.04it/s]
                                                          

  under:  98%|█████████▊| 589/602 [08:51<00:12,  1.04it/s]
  under:  98%|█████████▊| 590/602 [08:51<00:11,  1.02it/s]
                                                          

  under:  98%|█████████▊| 590/602 [08:52<00:11,  1.02it/s]
  under:  98%|█████████▊| 591/602 [08:52<00:11,  1.02s/it]
                                                          

  under:  98%|█████████▊| 591/602 [08:53<00:11,  1.02s/it]
  under:  98%|█████████▊| 592/602 [08:53<00:09,  1.01it/s]
                                                          

  under:  98%|█████████▊| 592/602 [08:54<00:09,  1.01it/s]
  under:  99%|█████████▊| 593/602 [08:54<00:09,  1.00s/it]
                                                          

  under:  99%|█████████▊| 593/602 [08:55<00:09,  1.00s/it]
  under:  99%|█████████▊| 594/602 [08:55<00:08,  1.05s/it]
                                                          

  under:  99%|█████████▊| 594/602 [08:57<00:08,  1.05s/it]
  under:  99%|█████████▉| 595/602 [08:57<00:08,  1.18s/it]
                                                          

  under:  99%|█████████▉| 595/602 [08:58<00:08,  1.18s/it]
  under:  99%|█████████▉| 596/602 [08:58<00:06,  1.12s/it]
                                                          

  under:  99%|█████████▉| 596/602 [08:59<00:06,  1.12s/it]
  under:  99%|█████████▉| 597/602 [08:59<00:05,  1.12s/it]
                                                          

  under:  99%|█████████▉| 597/602 [09:00<00:05,  1.12s/it]
  under:  99%|█████████▉| 598/602 [09:00<00:04,  1.01s/it]
                                                          

  under:  99%|█████████▉| 598/602 [09:01<00:04,  1.01s/it]
  under: 100%|█████████▉| 599/602 [09:01<00:02,  1.03it/s]
                                                          

  under: 100%|█████████▉| 599/602 [09:01<00:02,  1.03it/s]
  under: 100%|█████████▉| 600/602 [09:01<00:01,  1.08it/s]
                                                          

  under: 100%|█████████▉| 600/602 [09:02<00:01,  1.08it/s]
  under: 100%|█████████▉| 601/602 [09:02<00:00,  1.05it/s]
                                                          

  under: 100%|█████████▉| 601/602 [09:03<00:00,  1.05it/s]
  under: 100%|██████████| 602/602 [09:03<00:00,  1.13it/s]
  under: 100%|██████████| 602/602 [09:03<00:00,  1.11it/s]
+2026-02-19 16:23:10,357 - INFO -   under: 602/602 extracted | correct=568, incorrect=34, accuracy=94.4%
+2026-02-19 16:23:10,358 - INFO - Processing category: far (594 samples)
+    [O] #2808   expected=under    | predicted="under"
+    [O] #2812   expected=under    | predicted="under"
+    [O] #2819   expected=under    | predicted="under"
+    [O] #2826   expected=under    | predicted="under"
+    [O] #2832   expected=under    | predicted="under"
+    [O] #2833   expected=under    | predicted="under"
+    [O] #2835   expected=under    | predicted="under"
+    [O] #2837   expected=under    | predicted="below"
+    [O] #2852   expected=under    | predicted="below"
+    [O] #2858   expected=under    | predicted="below"
+    [O] #2867   expected=under    | predicted="under"
+    [O] #2872   expected=under    | predicted="under"
+    [O] #2873   expected=under    | predicted="under"
+    [X] #2889   expected=under    | predicted="above"
+    [O] #2892   expected=under    | predicted="under"
+    [O] #2900   expected=under    | predicted="below"
+    [O] #2901   expected=under    | predicted="under"
+    [O] #2908   expected=under    | predicted="under"
+    [O] #2913   expected=under    | predicted="under"
+    [O] #2915   expected=under    | predicted="below"
+    [X] #2942   expected=under    | predicted="above"
+    [O] #2944   expected=under    | predicted="under"
+    [O] #2952   expected=under    | predicted="below"
+    [O] #2954   expected=under    | predicted="under"
+    [O] #2957   expected=under    | predicted="below"
+    [O] #2961   expected=under    | predicted="under"
+    [O] #2963   expected=under    | predicted="under"
+    [O] #2967   expected=under    | predicted="under"
+    [X] #2975   expected=under    | predicted="dresser"
+    [O] #2980   expected=under    | predicted="below"
+    [O] #3013   expected=under    | predicted="under"
+    [O] #3019   expected=under    | predicted="under"
+    [O] #3023   expected=under    | predicted="under"
+    [O] #3025   expected=under    | predicted="under"
+    [O] #3029   expected=under    | predicted="below"
+    [O] #3038   expected=under    | predicted="under"
+    [O] #3042   expected=under    | predicted="under"
+    [O] #3043   expected=under    | predicted="below"
+    [O] #3047   expected=under    | predicted="under"
+    [O] #3049   expected=under    | predicted="under"
+    [O] #3050   expected=under    | predicted="under"
+    [O] #3057   expected=under    | predicted="under"
+    [O] #3061   expected=under    | predicted="below"
+    [O] #3062   expected=under    | predicted="under"
+    [O] #3071   expected=under    | predicted="below"
+    [O] #3075   expected=under    | predicted="below"
+    [O] #3077   expected=under    | predicted="under"
+    [O] #3084   expected=under    | predicted="below"
+    [O] #3087   expected=under    | predicted="under"
+    [O] #3092   expected=under    | predicted="under"
+    [O] #3099   expected=under    | predicted="under"
+    [O] #3100   expected=under    | predicted="under"
+    [O] #3107   expected=under    | predicted="under"
+    [O] #3109   expected=under    | predicted="under"
+    [X] #3111   expected=under    | predicted="above"
+    [O] #3112   expected=under    | predicted="under"
+    [O] #3114   expected=under    | predicted="under"
+    [O] #3120   expected=under    | predicted="under"
+    [O] #3127   expected=under    | predicted="under"
+    [O] #3130   expected=under    | predicted="below"
+    [O] #3137   expected=under    | predicted="under"
+    [X] #3138   expected=under    | predicted="chair"
+    [O] #3141   expected=under    | predicted="below"
+    [O] #3142   expected=under    | predicted="under"
+    [O] #3146   expected=under    | predicted="under"
+    [O] #3149   expected=under    | predicted="under"
+    [O] #3150   expected=under    | predicted="under"
+    [O] #3153   expected=under    | predicted="under"
+    [O] #3161   expected=under    | predicted="under"
+    [O] #3166   expected=under    | predicted="under"
+    [O] #3170   expected=under    | predicted="under"
+    [O] #3175   expected=under    | predicted="under"
+    [O] #3178   expected=under    | predicted="below"
+    [O] #3179   expected=under    | predicted="below"
+    [O] #3184   expected=under    | predicted="under"
+    [O] #3192   expected=under    | predicted="under"
+    [O] #3193   expected=under    | predicted="under"
+    [O] #3203   expected=under    | predicted="under"
+    [O] #3217   expected=under    | predicted="below"
+    [O] #3221   expected=under    | predicted="under"
+    [O] #3223   expected=under    | predicted="below"
+    [O] #3224   expected=under    | predicted="under"
+    [O] #3229   expected=under    | predicted="under"
+    [O] #3230   expected=under    | predicted="under"
+    [O] #3231   expected=under    | predicted="under"
+    [O] #3234   expected=under    | predicted="under"
+    [O] #3243   expected=under    | predicted="under"
+    [O] #3244   expected=under    | predicted="under"
+    [O] #3246   expected=under    | predicted="below"
+    [O] #3255   expected=under    | predicted="below"
+    [O] #3258   expected=under    | predicted="under"
+    [O] #3260   expected=under    | predicted="under"
+    [O] #3266   expected=under    | predicted="under"
+    [O] #3271   expected=under    | predicted="below"
+    [X] #3273   expected=under    | predicted="above"
+    [O] #3277   expected=under    | predicted="under"
+    [O] #3279   expected=under    | predicted="under"
+    [O] #3284   expected=under    | predicted="under"
+    [O] #3292   expected=under    | predicted="under"
+    [O] #3305   expected=under    | predicted="under"
+    [O] #3307   expected=under    | predicted="under"
+    [O] #3308   expected=under    | predicted="under"
+    [O] #3317   expected=under    | predicted="under"
+    [O] #3319   expected=under    | predicted="below"
+    [O] #3323   expected=under    | predicted="under"
+    [X] #3327   expected=under    | predicted="chair"
+    [O] #3329   expected=under    | predicted="under"
+    [O] #3345   expected=under    | predicted="under"
+    [O] #3348   expected=under    | predicted="under"
+    [O] #3351   expected=under    | predicted="under"
+    [O] #3352   expected=under    | predicted="under"
+    [O] #3355   expected=under    | predicted="under"
+    [O] #3365   expected=under    | predicted="below"
+    [O] #3373   expected=under    | predicted="under"
+    [O] #3377   expected=under    | predicted="below"
+    [O] #3388   expected=under    | predicted="below"
+    [O] #3393   expected=under    | predicted="under"
+    [O] #3394   expected=under    | predicted="under"
+    [O] #3405   expected=under    | predicted="under"
+    [O] #3414   expected=under    | predicted="below"
+    [O] #3415   expected=under    | predicted="under"
+    [O] #3420   expected=under    | predicted="under"
+    [O] #3434   expected=under    | predicted="under"
+    [O] #3438   expected=under    | predicted="under"
+    [O] #3444   expected=under    | predicted="under"
+    [O] #3445   expected=under    | predicted="under"
+    [X] #3446   expected=under    | predicted="above"
+    [O] #3453   expected=under    | predicted="below"
+    [O] #3459   expected=under    | predicted="under"
+    [O] #3467   expected=under    | predicted="under"
+    [O] #3485   expected=under    | predicted="under"
+    [O] #3489   expected=under    | predicted="below"
+    [O] #3508   expected=under    | predicted="under"
+    [O] #3526   expected=under    | predicted="under"
+    [O] #3538   expected=under    | predicted="under"
+    [O] #3545   expected=under    | predicted="under"
+    [O] #3560   expected=under    | predicted="under"
+    [O] #3564   expected=under    | predicted="under"
+    [O] #3565   expected=under    | predicted="below"
+    [O] #3573   expected=under    | predicted="under"
+    [O] #3578   expected=under    | predicted="under"
+    [O] #3579   expected=under    | predicted="under"
+    [O] #3581   expected=under    | predicted="below"
+    [O] #3587   expected=under    | predicted="under"
+    [O] #3603   expected=under    | predicted="under"
+    [O] #3605   expected=under    | predicted="under"
+    [O] #3613   expected=under    | predicted="under"
+    [O] #3629   expected=under    | predicted="under"
+    [O] #3639   expected=under    | predicted="under"
+
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    [X] #6      expected=far      | predicted="cabinet"
+    [X] #8      expected=far      | predicted="Close"
+    [X] #9      expected=far      | predicted="Close"
+    [X] #23     expected=far      | predicted="chair"
+    [X] #30     expected=far      | predicted="Close"
+    [X] #40     expected=far      | predicted="Close"
+    [X] #44     expected=far      | predicted="Close"
+    [X] #45     expected=far      | predicted="Close"
+    [X] #50     expected=far      | predicted="Close"
+    [X] #51     expected=far      | predicted="Close"
+    [X] #52     expected=far      | predicted="Close"
+    [X] #58     expected=far      | predicted="Close"
+    [X] #90     expected=far      | predicted="Close"
+    [X] #92     expected=far      | predicted="close"
+    [X] #93     expected=far      | predicted="Close"
+    [X] #96     expected=far      | predicted="Close"
+    [X] #104    expected=far      | predicted="Close"
+    [X] #110    expected=far      | predicted="Close"
+    [X] #111    expected=far      | predicted="Close"
+    [X] #116    expected=far      | predicted="picture"
+    [X] #120    expected=far      | predicted="Close"
+    [X] #130    expected=far      | predicted="plant"
+    [X] #132    expected=far      | predicted="Close"
+    [X] #135    expected=far      | predicted="Close"
+    [X] #145    expected=far      | predicted="Close"
+    [X] #146    expected=far      | predicted="chair"
+    [X] #148    expected=far      | predicted="Close"
+    [X] #153    expected=far      | predicted="Close"
+    [X] #163    expected=far      | predicted="Close"
+    [X] #167    expected=far      | predicted="close"
+    [X] #170    expected=far      | predicted="Close"
+    [X] #174    expected=far      | predicted="Close"
+    [X] #175    expected=far      | predicted="close"
+    [X] #179    expected=far      | predicted="Close"
+    [X] #181    expected=far      | predicted="Close"
+    [X] #191    expected=far      | predicted="close"
+    [X] #192    expected=far      | predicted="Close"
+    [X] #201    expected=far      | predicted="close"
+    [X] #204    expected=far      | predicted="window"
+    [X] #205    expected=far      | predicted="Close"
+    [X] #207    expected=far      | predicted="Close"
+    [X] #219    expected=far      | predicted="window"
+    [X] #222    expected=far      | predicted="Close"
+    [X] #228    expected=far      | predicted="picture"
+    [X] #229    expected=far      | predicted="Close"
+    [X] #233    expected=far      | predicted="Close"
+    [X] #236    expected=far      | predicted="Close"
+    [X] #241    expected=far      | predicted="Close"
+    [X] #247    expected=far      | predicted="close"
+    [X] #254    expected=far      | predicted="Close"
+    [X] #258    expected=far      | predicted="close"
+    [X] #262    expected=far      | predicted="Close"
+    [X] #263    expected=far      | predicted="close"
+    [X] #272    expected=far      | predicted="cabinet"
+    [X] #286    expected=far      | predicted="Close"
+    [X] #294    expected=far      | predicted="Close"
+    [X] #297    expected=far      | predicted="Close"
+    [X] #299    expected=far      | predicted="Close"
+    [X] #320    expected=far      | predicted="Close"
+    [X] #321    expected=far      | predicted="Close"
+    [X] #323    expected=far      | predicted="Close"
+    [X] #336    expected=far      | predicted="Close"
+    [X] #342    expected=far      | predicted="picture"
+    [X] #351    expected=far      | predicted="Close"
+    [X] #360    expected=far      | predicted="Close"
+    [X] #364    expected=far      | predicted="Close"
+    [X] #376    expected=far      | predicted="Close"
+    [X] #397    expected=far      | predicted="Close"
+    [X] #401    expected=far      | predicted="Close"
+    [X] #410    expected=far      | predicted="cabinet"
+    [X] #412    expected=far      | predicted="close"
+    [X] #419    expected=far      | predicted="picture"
+    [X] #420    expected=far      | predicted="Close"
+    [X] #424    expected=far      | predicted="picture"
+    [X] #431    expected=far      | predicted="Close"
+    [X] #438    expected=far      | predicted="Close"
+    [X] #442    expected=far      | predicted="Close"
+    [X] #444    expected=far      | predicted="Close"
+    [X] #445    expected=far      | predicted="close"
+    [X] #446    expected=far      | predicted="Close"
+    [X] #450    expected=far      | predicted="Close"
+    [X] #453    expected=far      | predicted="Close"
+    [X] #460    expected=far      | predicted="glass"
+    [X] #463    expected=far      | predicted="cart"
+    [X] #471    expected=far      | predicted="close"
+    [X] #473    expected=far      | predicted="Close"
+    [X] #488    expected=far      | predicted="Close"
+    [X] #491    expected=far      | predicted="Close"
+    [X] #493    expected=far      | predicted="Close"
+    [X] #496    expected=far      | predicted="Close"
+    [X] #502    expected=far      | predicted="lamp"
+    [X] #505    expected=far      | predicted="Close"
+    [X] #510    expected=far      | predicted="Close"
+    [X] #517    expected=far      | predicted="Close"
+    [X] #524    expected=far      | predicted="Close"
+    [X] #532    expected=far      | predicted="lamp"
+    [X] #561    expected=far      | predicted="Close"
+    [X] #565    expected=far      | predicted="Close"
+    [X] #566    expected=far      | predicted="Close"
+    [X] #584    expected=far      | predicted="Close"
+    [X] #590    expected=far      | predicted="Close"
+    [X] #593    expected=far      | predicted="chair"
+    [X] #594    expected=far      | predicted="close"
+    [X] #595    expected=far      | predicted="close"
+    [X] #605    expected=far      | predicted="Close"
+    [X] #629    expected=far      | predicted="Close"
+    [X] #631    expected=far      | predicted="Close"
+    [X] #634    expected=far      | predicted="close"
+    [X] #635    expected=far      | predicted="box"
+    [X] #638    expected=far      | predicted="cabinet"
+    [X] #640    expected=far      | predicted="Close"
+    [X] #645    expected=far      | predicted="close"
+    [X] #648    expected=far      | predicted="Close"
+    [X] #660    expected=far      | predicted="Close"
+    [X] #673    expected=far      | predicted="Close"
+    [X] #674    expected=far      | predicted="Close"
+    [X] #681    expected=far      | predicted="picture"
+    [X] #683    expected=far      | predicted="close"
+    [X] #699    expected=far      | predicted="Close"
+    [X] #702    expected=far      | predicted="Close"
+    [X] #720    expected=far      | predicted="Close"
+    [X] #727    expected=far      | predicted="Close"
+    [X] #732    expected=far      | predicted="Close"
+    [X] #739    expected=far      | predicted="close"
+    [X] #761    expected=far      | predicted="cabinet"
+    [X] #764    expected=far      | predicted="Close"
+    [X] #767    expected=far      | predicted="Close"
+    [X] #774    expected=far      | predicted="Close"
+    [X] #776    expected=far      | predicted="close"
+    [X] #778    expected=far      | predicted="Close"
+    [X] #804    expected=far      | predicted="Close"
+    [X] #808    expected=far      | predicted="Close"
+    [X] #811    expected=far      | predicted="Close"
+    [X] #813    expected=far      | predicted="Close"
+    [X] #814    expected=far      | predicted="Close"
+    [X] #832    expected=far      | predicted="close"
+    [X] #837    expected=far      | predicted="Close"
+    [X] #839    expected=far      | predicted="Close"
+    [X] #841    expected=far      | predicted="Close"
+    [X] #851    expected=far      | predicted="Close"
+    [X] #854    expected=far      | predicted="Close"
+    [X] #857    expected=far      | predicted="Close"
+    [X] #870    expected=far      | predicted="Close"
+    [X] #874    expected=far      | predicted="Close"
+    [X] #879    expected=far      | predicted="window"
+    [X] #881    expected=far      | predicted="Close"
+    [X] #892    expected=far      | predicted="window"
+    [X] #896    expected=far      | predicted="Close"
+    [X] #907    expected=far      | predicted="close"
+    [X] #920    expected=far      | predicted="Close"
+    [X] #935    expected=far      | predicted="lamp"
+
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    [X] #936    expected=far      | predicted="Close"
+    [X] #937    expected=far      | predicted="Close"
+    [X] #942    expected=far      | predicted="Close"
+    [X] #946    expected=far      | predicted="Close"
+    [X] #965    expected=far      | predicted="picture"
+    [X] #966    expected=far      | predicted="Close"
+    [X] #967    expected=far      | predicted="Close"
+    [X] #977    expected=far      | predicted="Close"
+    [X] #999    expected=far      | predicted="Close"
+    [X] #1001   expected=far      | predicted="picture"
+    [X] #1002   expected=far      | predicted="chair"
+    [X] #1006   expected=far      | predicted="Close"
+    [X] #1009   expected=far      | predicted="Close"
+    [X] #1011   expected=far      | predicted="close"
+    [X] #1027   expected=far      | predicted="Close"
+    [X] #1032   expected=far      | predicted="Close"
+    [X] #1033   expected=far      | predicted="Close"
+    [X] #1050   expected=far      | predicted="Close"
+    [X] #1055   expected=far      | predicted="Close"
+    [X] #1056   expected=far      | predicted="Close"
+    [X] #1064   expected=far      | predicted="Close"
+    [X] #1091   expected=far      | predicted="Close"
+    [X] #1096   expected=far      | predicted="Close"
+    [X] #1108   expected=far      | predicted="Close"
+    [X] #1110   expected=far      | predicted="Close"
+    [X] #1111   expected=far      | predicted="Close"
+    [X] #1114   expected=far      | predicted="Close"
+    [X] #1118   expected=far      | predicted="Close"
+    [X] #1122   expected=far      | predicted="close"
+    [X] #1134   expected=far      | predicted="Close"
+    [X] #1142   expected=far      | predicted="box"
+    [X] #1145   expected=far      | predicted="picture"
+    [X] #1148   expected=far      | predicted="Close"
+    [X] #1160   expected=far      | predicted="Close"
+    [X] #1161   expected=far      | predicted="Close"
+    [X] #1163   expected=far      | predicted="Close"
+    [X] #1166   expected=far      | predicted="Close"
+    [X] #1171   expected=far      | predicted="close"
+    [X] #1173   expected=far      | predicted="Close"
+    [X] #1186   expected=far      | predicted="Close"
+    [X] #1190   expected=far      | predicted="close"
+    [X] #1200   expected=far      | predicted="chair"
+    [X] #1202   expected=far      | predicted="close"
+    [X] #1206   expected=far      | predicted="Close"
+    [X] #1216   expected=far      | predicted="Close"
+    [X] #1227   expected=far      | predicted="Close"
+    [X] #1230   expected=far      | predicted="Close"
+    [X] #1255   expected=far      | predicted="close"
+    [X] #1261   expected=far      | predicted="Close"
+    [X] #1268   expected=far      | predicted="Close"
+    [X] #1276   expected=far      | predicted="Close"
+    [X] #1280   expected=far      | predicted="Close"
+    [X] #1286   expected=far      | predicted="Close"
+    [X] #1302   expected=far      | predicted="Close"
+    [X] #1303   expected=far      | predicted="Close"
+    [X] #1308   expected=far      | predicted="Close"
+    [X] #1320   expected=far      | predicted="Close"
+    [X] #1323   expected=far      | predicted="Close"
+    [X] #1325   expected=far      | predicted="Close"
+    [X] #1332   expected=far      | predicted="close"
+    [X] #1342   expected=far      | predicted="Close"
+    [X] #1347   expected=far      | predicted="close"
+    [X] #1358   expected=far      | predicted="Close"
+    [X] #1361   expected=far      | predicted="Close"
+    [X] #1363   expected=far      | predicted="Close"
+    [X] #1377   expected=far      | predicted="Close"
+    [X] #1384   expected=far      | predicted="cabinet"
+    [X] #1385   expected=far      | predicted="winebottle"
+    [X] #1395   expected=far      | predicted="Close"
+    [X] #1406   expected=far      | predicted="Close"
+    [X] #1414   expected=far      | predicted="Close"
+    [X] #1441   expected=far      | predicted="Close"
+    [X] #1474   expected=far      | predicted="Close"
+    [X] #1484   expected=far      | predicted="Close"
+    [X] #1494   expected=far      | predicted="close"
+    [X] #1501   expected=far      | predicted="close"
+    [X] #1504   expected=far      | predicted="Close"
+    [X] #1508   expected=far      | predicted="close"
+    [X] #1513   expected=far      | predicted="Close"
+    [X] #1514   expected=far      | predicted="Close"
+    [X] #1516   expected=far      | predicted="Close"
+    [X] #1518   expected=far      | predicted="Close"
+    [X] #1520   expected=far      | predicted="Close"
+    [X] #1521   expected=far      | predicted="laptop"
+    [X] #1527   expected=far      | predicted="Close"
+    [X] #1539   expected=far      | predicted="Close"
+    [X] #1541   expected=far      | predicted="close"
+    [X] #1549   expected=far      | predicted="Close"
+    [X] #1554   expected=far      | predicted="Close"
+    [X] #1556   expected=far      | predicted="Close"
+    [X] #1574   expected=far      | predicted="cabinet"
+    [X] #1575   expected=far      | predicted="Close"
+    [X] #1577   expected=far      | predicted="Close"
+    [X] #1590   expected=far      | predicted="Close"
+    [X] #1595   expected=far      | predicted="cabinet"
+    [X] #1606   expected=far      | predicted="window"
+    [X] #1609   expected=far      | predicted="Close"
+    [X] #1610   expected=far      | predicted="Close"
+    [X] #1624   expected=far      | predicted="Close"
+    [X] #1631   expected=far      | predicted="Close"
+    [X] #1636   expected=far      | predicted="Close"
+    [X] #1653   expected=far      | predicted="close"
+    [X] #1655   expected=far      | predicted="cup"
+    [X] #1661   expected=far      | predicted="Close"
+    [X] #1664   expected=far      | predicted="close"
+    [X] #1668   expected=far      | predicted="Close"
+    [X] #1673   expected=far      | predicted="glassbottle"
+    [X] #1676   expected=far      | predicted="Close"
+    [X] #1683   expected=far      | predicted="Close"
+    [X] #1686   expected=far      | predicted="Close"
+    [X] #1695   expected=far      | predicted="Close"
+    [X] #1705   expected=far      | predicted="cabinet"
+    [X] #1718   expected=far      | predicted="close"
+    [X] #1721   expected=far      | predicted="Close"
+    [X] #1737   expected=far      | predicted="Safe"
+    [X] #1743   expected=far      | predicted="Close"
+    [X] #1748   expected=far      | predicted="Close"
+    [X] #1750   expected=far      | predicted="Close"
+    [X] #1753   expected=far      | predicted="close"
+    [X] #1758   expected=far      | predicted="close"
+    [X] #1760   expected=far      | predicted="Close"
+    [X] #1761   expected=far      | predicted="bread"
+    [X] #1762   expected=far      | predicted="painting"
+    [X] #1786   expected=far      | predicted="Close"
+    [X] #1787   expected=far      | predicted="Close"
+    [X] #1788   expected=far      | predicted="Close"
+    [X] #1819   expected=far      | predicted="Close"
+    [X] #1830   expected=far      | predicted="Close"
+    [X] #1837   expected=far      | predicted="Close"
+    [X] #1838   expected=far      | predicted="Close"
+    [X] #1839   expected=far      | predicted="Close"
+    [X] #1846   expected=far      | predicted="Close"
+    [X] #1859   expected=far      | predicted="close"
+    [X] #1861   expected=far      | predicted="Close"
+    [X] #1866   expected=far      | predicted="close"
+    [X] #1875   expected=far      | predicted="glassbottle"
+    [X] #1876   expected=far      | predicted="Close"
+    [X] #1878   expected=far      | predicted="Close"
+    [X] #1880   expected=far      | predicted="Close"
+    [X] #1912   expected=far      | predicted="Close"
+    [X] #1913   expected=far      | predicted="Close"
+    [X] #1920   expected=far      | predicted="painting"
+    [X] #1924   expected=far      | predicted="Close"
+    [X] #1929   expected=far      | predicted="close"
+    [X] #1932   expected=far      | predicted="Close"
+    [X] #1938   expected=far      | predicted="Close"
+    [X] #1943   expected=far      | predicted="close"
+    [X] #1950   expected=far      | predicted="close"
+    [X] #1952   expected=far      | predicted="Close"
+    [X] #1959   expected=far      | predicted="mirror"
+    [X] #1962   expected=far      | predicted="Close"
+
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    [X] #1971   expected=far      | predicted="glassbottle"
+    [X] #1978   expected=far      | predicted="Close"
+    [X] #1991   expected=far      | predicted="Close"
+    [X] #1992   expected=far      | predicted="Close"
+    [X] #1995   expected=far      | predicted="apple"
+    [X] #1997   expected=far      | predicted="Close"
+    [X] #2018   expected=far      | predicted="cabinet"
+    [X] #2025   expected=far      | predicted="Close"
+    [X] #2029   expected=far      | predicted="Close"
+    [X] #2033   expected=far      | predicted="close"
+    [X] #2040   expected=far      | predicted="Close"
+    [X] #2045   expected=far      | predicted="Close"
+    [X] #2047   expected=far      | predicted="glassbottle"
+    [X] #2055   expected=far      | predicted="Close"
+    [X] #2063   expected=far      | predicted="close"
+    [X] #2068   expected=far      | predicted="close"
+    [X] #2070   expected=far      | predicted="Close"
+    [X] #2075   expected=far      | predicted="Close"
+    [X] #2077   expected=far      | predicted="Close"
+    [X] #2083   expected=far      | predicted="Close"
+    [X] #2092   expected=far      | predicted="Close"
+    [X] #2098   expected=far      | predicted="Close"
+    [X] #2100   expected=far      | predicted="Close"
+    [X] #2102   expected=far      | predicted="close"
+    [X] #2107   expected=far      | predicted="close"
+    [X] #2109   expected=far      | predicted="Close"
+    [X] #2116   expected=far      | predicted="close"
+    [X] #2118   expected=far      | predicted="close"
+    [X] #2122   expected=far      | predicted="Close"
+    [X] #2129   expected=far      | predicted="Close"
+    [X] #2135   expected=far      | predicted="Close"
+    [X] #2140   expected=far      | predicted="close"
+    [X] #2147   expected=far      | predicted="Close"
+    [X] #2149   expected=far      | predicted="close"
+    [X] #2157   expected=far      | predicted="glassbottle"
+    [X] #2158   expected=far      | predicted="glassbottle"
+    [X] #2165   expected=far      | predicted="glassbottle"
+    [X] #2167   expected=far      | predicted="Close"
+    [X] #2172   expected=far      | predicted="close"
+    [X] #2174   expected=far      | predicted="Close"
+    [X] #2178   expected=far      | predicted="Close"
+    [X] #2180   expected=far      | predicted="close"
+    [X] #2187   expected=far      | predicted="Close"
+    [X] #2204   expected=far      | predicted="bread"
+    [X] #2205   expected=far      | predicted="Close"
+    [X] #2207   expected=far      | predicted="Close"
+    [X] #2210   expected=far      | predicted="Close"
+    [X] #2213   expected=far      | predicted="close"
+    [X] #2216   expected=far      | predicted="Close"
+    [X] #2218   expected=far      | predicted="cup"
+    [X] #2224   expected=far      | predicted="painting"
+    [X] #2231   expected=far      | predicted="Close"
+    [X] #2234   expected=far      | predicted="bread"
+    [X] #2240   expected=far      | predicted="close"
+    [X] #2241   expected=far      | predicted="Close"
+    [X] #2242   expected=far      | predicted="close"
+    [X] #2256   expected=far      | predicted="Close"
+    [X] #2264   expected=far      | predicted="close"
+    [X] #2267   expected=far      | predicted="Close"
+    [X] #2273   expected=far      | predicted="glassbottle"
+    [X] #2274   expected=far      | predicted="pillow"
+    [X] #2283   expected=far      | predicted="glassbottle"
+    [X] #2292   expected=far      | predicted="Close"
+    [X] #2293   expected=far      | predicted="close"
+    [X] #2297   expected=far      | predicted="Close"
+    [X] #2300   expected=far      | predicted="cup"
+    [X] #2308   expected=far      | predicted="Close"
+    [X] #2311   expected=far      | predicted="Close"
+    [X] #2317   expected=far      | predicted="close"
+    [X] #2318   expected=far      | predicted="Close"
+    [X] #2323   expected=far      | predicted="Close"
+    [X] #2333   expected=far      | predicted="Close"
+    [X] #2341   expected=far      | predicted="Close"
+    [X] #2342   expected=far      | predicted="Close"
+    [X] #2346   expected=far      | predicted="Close"
+    [X] #2357   expected=far      | predicted="Close"
+    [X] #2358   expected=far      | predicted="Close"
+    [X] #2360   expected=far      | predicted="glassbottle"
+    [X] #2361   expected=far      | predicted="close"
+    [X] #2370   expected=far      | predicted="close"
+    [X] #2376   expected=far      | predicted="Close"
+    [X] #2377   expected=far      | predicted="Close"
+    [X] #2380   expected=far      | predicted="Close"
+    [X] #2381   expected=far      | predicted="close"
+    [X] #2382   expected=far      | predicted="close"
+    [X] #2395   expected=far      | predicted="Close"
+    [X] #2410   expected=far      | predicted="close"
+    [X] #2416   expected=far      | predicted="close"
+    [X] #2418   expected=far      | predicted="Close"
+    [X] #2434   expected=far      | predicted="close"
+    [X] #2436   expected=far      | predicted="close"
+    [X] #2437   expected=far      | predicted="close"
+    [X] #2447   expected=far      | predicted="close"
+    [X] #2448   expected=far      | predicted="Close"
+    [X] #2453   expected=far      | predicted="Close"
+    [X] #2458   expected=far      | predicted="Close"
+    [X] #2470   expected=far      | predicted="Close"
+    [X] #2477   expected=far      | predicted="Close"
+    [X] #2491   expected=far      | predicted="close"
+    [X] #2518   expected=far      | predicted="Close"
+    [X] #2526   expected=far      | predicted="Close"
+    [X] #2530   expected=far      | predicted="Close"
+    [X] #2540   expected=far      | predicted="Close"
+    [X] #2544   expected=far      | predicted="Close"
+    [X] #2546   expected=far      | predicted="Close"
+    [X] #2556   expected=far      | predicted="Close"
+    [X] #2560   expected=far      | predicted="Close"
+    [X] #2561   expected=far      | predicted="Close"
+    [X] #2570   expected=far      | predicted="Close"
+    [X] #2573   expected=far      | predicted="Close"
+    [X] #2578   expected=far      | predicted="Close"
+    [X] #2580   expected=far      | predicted="lamp"
+    [X] #2583   expected=far      | predicted="Close"
+    [X] #2586   expected=far      | predicted="Close"
+    [X] #2593   expected=far      | predicted="Close"
+    [X] #2599   expected=far      | predicted="Close"
+    [X] #2606   expected=far      | predicted="Close"
+    [X] #2612   expected=far      | predicted="Close"
+    [X] #2619   expected=far      | predicted="Close"
+    [X] #2624   expected=far      | predicted="Close"
+    [X] #2625   expected=far      | predicted="lamp"
+    [X] #2631   expected=far      | predicted="Close"
+    [X] #2639   expected=far      | predicted="close"
+    [X] #2641   expected=far      | predicted="Close"
+    [X] #2646   expected=far      | predicted="Close"
+    [X] #2649   expected=far      | predicted="Close"
+    [X] #2650   expected=far      | predicted="close"
+    [X] #2660   expected=far      | predicted="Close"
+    [X] #2661   expected=far      | predicted="Close"
+    [X] #2670   expected=far      | predicted="close"
+    [X] #2676   expected=far      | predicted="Close"
+    [X] #2678   expected=far      | predicted="Close"
+    [X] #2679   expected=far      | predicted="Close"
+    [X] #2680   expected=far      | predicted="Close"
+    [X] #2685   expected=far      | predicted="Close"
+    [X] #2702   expected=far      | predicted="cabinet"
+    [X] #2734   expected=far      | predicted="Close"
+    [X] #2739   expected=far      | predicted="Close"
+    [X] #2745   expected=far      | predicted="Close"
+    [X] #2747   expected=far      | predicted="Close"
+    [X] #2753   expected=far      | predicted="mirror"
+    [X] #2755   expected=far      | predicted="cabinet"
+    [X] #2769   expected=far      | predicted="Close"
+    [X] #2772   expected=far      | predicted="pillow"
+    [X] #2773   expected=far      | predicted="Close"
+    [X] #2776   expected=far      | predicted="Close"
+    [X] #2785   expected=far      | predicted="close"
+    [X] #2786   expected=far      | predicted="Close"
+    [X] #2798   expected=far      | predicted="close"
+    [X] #2800   expected=far      | predicted="Close"
+
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  far:  91%|█████████ | 539/594 [07:11<00:57,  1.04s/it]
                                                        

  far:  91%|█████████ | 539/594 [07:12<00:57,  1.04s/it]
  far:  91%|█████████ | 540/594 [07:12<00:57,  1.07s/it]
                                                        

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  far:  91%|█████████ | 541/594 [07:13<00:50,  1.04it/s]
                                                        

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  far:  91%|█████████ | 542/594 [07:14<00:54,  1.04s/it]
                                                        

  far:  91%|█████████ | 542/594 [07:15<00:54,  1.04s/it]
  far:  91%|█████████▏| 543/594 [07:15<00:52,  1.04s/it]
                                                        

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  far:  92%|█████████▏| 544/594 [07:16<00:53,  1.08s/it]
                                                        

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  far:  92%|█████████▏| 545/594 [07:18<00:57,  1.18s/it]
                                                        

  far:  92%|█████████▏| 545/594 [07:19<00:57,  1.18s/it]
  far:  92%|█████████▏| 546/594 [07:19<00:51,  1.06s/it]
                                                        

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  far:  92%|█████████▏| 547/594 [07:20<00:49,  1.06s/it]
                                                        

  far:  92%|█████████▏| 547/594 [07:21<00:49,  1.06s/it]
  far:  92%|█████████▏| 548/594 [07:21<00:56,  1.23s/it]
                                                        

  far:  92%|█████████▏| 548/594 [07:22<00:56,  1.23s/it]
  far:  92%|█████████▏| 549/594 [07:22<00:53,  1.19s/it]
                                                        

  far:  92%|█████████▏| 549/594 [07:23<00:53,  1.19s/it]
  far:  93%|█████████▎| 550/594 [07:23<00:41,  1.05it/s]
                                                        

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  far:  93%|█████████▎| 551/594 [07:23<00:33,  1.27it/s]
                                                        

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  far:  93%|█████████▎| 552/594 [07:24<00:32,  1.30it/s]
                                                        

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  far:  93%|█████████▎| 553/594 [07:25<00:37,  1.10it/s]
                                                        

  far:  93%|█████████▎| 553/594 [07:26<00:37,  1.10it/s]
  far:  93%|█████████▎| 554/594 [07:26<00:37,  1.08it/s]
                                                        

  far:  93%|█████████▎| 554/594 [07:27<00:37,  1.08it/s]
  far:  93%|█████████▎| 555/594 [07:27<00:31,  1.25it/s]
                                                        

  far:  93%|█████████▎| 555/594 [07:28<00:31,  1.25it/s]
  far:  94%|█████████▎| 556/594 [07:28<00:34,  1.09it/s]
                                                        

  far:  94%|█████████▎| 556/594 [07:30<00:34,  1.09it/s]
  far:  94%|█████████▍| 557/594 [07:30<00:42,  1.14s/it]
                                                        

  far:  94%|█████████▍| 557/594 [07:30<00:42,  1.14s/it]
  far:  94%|█████████▍| 558/594 [07:30<00:38,  1.07s/it]
                                                        

  far:  94%|█████████▍| 558/594 [07:31<00:38,  1.07s/it]
  far:  94%|█████████▍| 559/594 [07:31<00:31,  1.12it/s]
                                                        

  far:  94%|█████████▍| 559/594 [07:32<00:31,  1.12it/s]
  far:  94%|█████████▍| 560/594 [07:32<00:31,  1.07it/s]
                                                        

  far:  94%|█████████▍| 560/594 [07:33<00:31,  1.07it/s]
  far:  94%|█████████▍| 561/594 [07:33<00:30,  1.09it/s]
                                                        

  far:  94%|█████████▍| 561/594 [07:34<00:30,  1.09it/s]
  far:  95%|█████████▍| 562/594 [07:34<00:30,  1.06it/s]
                                                        

  far:  95%|█████████▍| 562/594 [07:35<00:30,  1.06it/s]
  far:  95%|█████████▍| 563/594 [07:35<00:27,  1.12it/s]
                                                        

  far:  95%|█████████▍| 563/594 [07:35<00:27,  1.12it/s]
  far:  95%|█████████▍| 564/594 [07:35<00:25,  1.16it/s]
                                                        

  far:  95%|█████████▍| 564/594 [07:37<00:25,  1.16it/s]
  far:  95%|█████████▌| 565/594 [07:37<00:27,  1.05it/s]
                                                        

  far:  95%|█████████▌| 565/594 [07:38<00:27,  1.05it/s]
  far:  95%|█████████▌| 566/594 [07:38<00:26,  1.05it/s]
                                                        

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  far:  95%|█████████▌| 567/594 [07:38<00:25,  1.05it/s]
                                                        

  far:  95%|█████████▌| 567/594 [07:40<00:25,  1.05it/s]
  far:  96%|█████████▌| 568/594 [07:40<00:26,  1.04s/it]
                                                        

  far:  96%|█████████▌| 568/594 [07:41<00:26,  1.04s/it]
  far:  96%|█████████▌| 569/594 [07:41<00:27,  1.10s/it]
                                                        

  far:  96%|█████████▌| 569/594 [07:41<00:27,  1.10s/it]
  far:  96%|█████████▌| 570/594 [07:41<00:21,  1.11it/s]
                                                        

  far:  96%|█████████▌| 570/594 [07:42<00:21,  1.11it/s]
  far:  96%|█████████▌| 571/594 [07:42<00:19,  1.16it/s]
                                                        

  far:  96%|█████████▌| 571/594 [07:44<00:19,  1.16it/s]
  far:  96%|█████████▋| 572/594 [07:44<00:22,  1.03s/it]
                                                        

  far:  96%|█████████▋| 572/594 [07:45<00:22,  1.03s/it]
  far:  96%|█████████▋| 573/594 [07:45<00:23,  1.11s/it]
                                                        

  far:  96%|█████████▋| 573/594 [07:45<00:23,  1.11s/it]
  far:  97%|█████████▋| 574/594 [07:45<00:18,  1.07it/s]
                                                        

  far:  97%|█████████▋| 574/594 [07:46<00:18,  1.07it/s]
  far:  97%|█████████▋| 575/594 [07:46<00:15,  1.22it/s]
                                                        

  far:  97%|█████████▋| 575/594 [07:47<00:15,  1.22it/s]
  far:  97%|█████████▋| 576/594 [07:47<00:16,  1.10it/s]
                                                        

  far:  97%|█████████▋| 576/594 [07:48<00:16,  1.10it/s]
  far:  97%|█████████▋| 577/594 [07:48<00:15,  1.07it/s]
                                                        

  far:  97%|█████████▋| 577/594 [07:49<00:15,  1.07it/s]
  far:  97%|█████████▋| 578/594 [07:49<00:15,  1.05it/s]
                                                        

  far:  97%|█████████▋| 578/594 [07:50<00:15,  1.05it/s]
  far:  97%|█████████▋| 579/594 [07:50<00:14,  1.04it/s]
                                                        

  far:  97%|█████████▋| 579/594 [07:51<00:14,  1.04it/s]
  far:  98%|█████████▊| 580/594 [07:51<00:14,  1.07s/it]
                                                        

  far:  98%|█████████▊| 580/594 [07:53<00:14,  1.07s/it]
  far:  98%|█████████▊| 581/594 [07:53<00:14,  1.10s/it]
                                                        

  far:  98%|█████████▊| 581/594 [07:53<00:14,  1.10s/it]
  far:  98%|█████████▊| 582/594 [07:53<00:11,  1.07it/s]
                                                        

  far:  98%|█████████▊| 582/594 [07:54<00:11,  1.07it/s]
  far:  98%|█████████▊| 583/594 [07:54<00:09,  1.16it/s]
                                                        

  far:  98%|█████████▊| 583/594 [07:55<00:09,  1.16it/s]
  far:  98%|█████████▊| 584/594 [07:55<00:10,  1.03s/it]
                                                        

  far:  98%|█████████▊| 584/594 [07:56<00:10,  1.03s/it]
  far:  98%|█████████▊| 585/594 [07:56<00:08,  1.03it/s]
                                                        

  far:  98%|█████████▊| 585/594 [07:57<00:08,  1.03it/s]
  far:  99%|█████████▊| 586/594 [07:57<00:07,  1.11it/s]
                                                        

  far:  99%|█████████▊| 586/594 [07:58<00:07,  1.11it/s]
  far:  99%|█████████▉| 587/594 [07:58<00:07,  1.01s/it]
                                                        

  far:  99%|█████████▉| 587/594 [07:59<00:07,  1.01s/it]
  far:  99%|█████████▉| 588/594 [07:59<00:06,  1.05s/it]
                                                        

  far:  99%|█████████▉| 588/594 [08:00<00:06,  1.05s/it]
  far:  99%|█████████▉| 589/594 [08:00<00:05,  1.01s/it]
                                                        

  far:  99%|█████████▉| 589/594 [08:01<00:05,  1.01s/it]
  far:  99%|█████████▉| 590/594 [08:01<00:03,  1.03it/s]
                                                        

  far:  99%|█████████▉| 590/594 [08:02<00:03,  1.03it/s]
  far:  99%|█████████▉| 591/594 [08:02<00:03,  1.03s/it]
                                                        

  far:  99%|█████████▉| 591/594 [08:03<00:03,  1.03s/it]
  far: 100%|█████████▉| 592/594 [08:03<00:02,  1.02s/it]
                                                        

  far: 100%|█████████▉| 592/594 [08:04<00:02,  1.02s/it]
  far: 100%|█████████▉| 593/594 [08:04<00:01,  1.08s/it]
                                                        

  far: 100%|█████████▉| 593/594 [08:05<00:01,  1.08s/it]
  far: 100%|██████████| 594/594 [08:05<00:00,  1.09s/it]
  far: 100%|██████████| 594/594 [08:05<00:00,  1.22it/s]
+2026-02-19 16:31:16,345 - INFO -   far: 594/594 extracted | correct=1, incorrect=593, accuracy=0.2%
+2026-02-19 16:31:16,351 - INFO - Processing category: close (612 samples)
+    [X] #2807   expected=far      | predicted="Close"
+    [X] #2816   expected=far      | predicted="Close"
+    [X] #2818   expected=far      | predicted="close"
+    [X] #2821   expected=far      | predicted="pillow"
+    [X] #2822   expected=far      | predicted="Close"
+    [X] #2825   expected=far      | predicted="Close"
+    [X] #2830   expected=far      | predicted="Close"
+    [X] #2834   expected=far      | predicted="close"
+    [X] #2854   expected=far      | predicted="close"
+    [X] #2856   expected=far      | predicted="Close"
+    [X] #2860   expected=far      | predicted="Close"
+    [X] #2862   expected=far      | predicted="Close"
+    [X] #2863   expected=far      | predicted="close"
+    [X] #2878   expected=far      | predicted="Close"
+    [X] #2895   expected=far      | predicted="Close"
+    [X] #2899   expected=far      | predicted="close"
+    [X] #2903   expected=far      | predicted="Close"
+    [X] #2911   expected=far      | predicted="close"
+    [X] #2917   expected=far      | predicted="Close"
+    [X] #2919   expected=far      | predicted="close"
+    [X] #2920   expected=far      | predicted="Close"
+    [X] #2931   expected=far      | predicted="Close"
+    [X] #2960   expected=far      | predicted="Close"
+    [X] #2965   expected=far      | predicted="Close"
+    [X] #2970   expected=far      | predicted="Close"
+    [X] #2971   expected=far      | predicted="Close"
+    [X] #2978   expected=far      | predicted="Close"
+    [X] #2979   expected=far      | predicted="close"
+    [X] #2982   expected=far      | predicted="Close"
+    [X] #2983   expected=far      | predicted="Close"
+    [X] #2988   expected=far      | predicted="Close"
+    [X] #2991   expected=far      | predicted="Close"
+    [X] #2994   expected=far      | predicted="close"
+    [X] #3001   expected=far      | predicted="cabinet"
+    [X] #3004   expected=far      | predicted="Close"
+    [X] #3014   expected=far      | predicted="Close"
+    [X] #3017   expected=far      | predicted="Close"
+    [X] #3030   expected=far      | predicted="Close"
+    [X] #3039   expected=far      | predicted="Close"
+    [X] #3041   expected=far      | predicted="Close"
+    [X] #3044   expected=far      | predicted="Close"
+    [X] #3056   expected=far      | predicted="close"
+    [X] #3064   expected=far      | predicted="Close"
+    [X] #3065   expected=far      | predicted="Close"
+    [X] #3066   expected=far      | predicted="Close"
+    [X] #3067   expected=far      | predicted="Close"
+    [X] #3070   expected=far      | predicted="Close"
+    [X] #3095   expected=far      | predicted="Close"
+    [X] #3097   expected=far      | predicted="close"
+    [X] #3103   expected=far      | predicted="Close"
+    [X] #3110   expected=far      | predicted="Close"
+    [X] #3116   expected=far      | predicted="close"
+    [X] #3124   expected=far      | predicted="picture"
+    [X] #3125   expected=far      | predicted="Close"
+    [X] #3126   expected=far      | predicted="Close"
+    [X] #3128   expected=far      | predicted="Close"
+    [X] #3129   expected=far      | predicted="Close"
+    [X] #3136   expected=far      | predicted="Close"
+    [X] #3144   expected=far      | predicted="close"
+    [X] #3151   expected=far      | predicted="Close"
+    [X] #3154   expected=far      | predicted="close"
+    [X] #3157   expected=far      | predicted="Close"
+    [X] #3163   expected=far      | predicted="close"
+    [X] #3168   expected=far      | predicted="Close"
+    [X] #3176   expected=far      | predicted="Close"
+    [X] #3180   expected=far      | predicted="Close"
+    [X] #3195   expected=far      | predicted="cabinet"
+    [X] #3202   expected=far      | predicted="Close"
+    [X] #3208   expected=far      | predicted="Close"
+    [X] #3212   expected=far      | predicted="Close"
+    [X] #3213   expected=far      | predicted="Close"
+    [X] #3228   expected=far      | predicted="Close"
+    [X] #3232   expected=far      | predicted="close"
+    [X] #3245   expected=far      | predicted="Close"
+    [X] #3253   expected=far      | predicted="close"
+    [X] #3261   expected=far      | predicted="Close"
+    [X] #3263   expected=far      | predicted="Close"
+    [X] #3270   expected=far      | predicted="close"
+    [X] #3275   expected=far      | predicted="Close"
+    [X] #3278   expected=far      | predicted="close"
+    [X] #3282   expected=far      | predicted="Close"
+    [X] #3285   expected=far      | predicted="bookshelf"
+    [X] #3290   expected=far      | predicted="Close"
+    [X] #3304   expected=far      | predicted="Close"
+    [X] #3321   expected=far      | predicted="pillow"
+    [X] #3326   expected=far      | predicted="Close"
+    [X] #3328   expected=far      | predicted="Close"
+    [X] #3332   expected=far      | predicted="Close"
+    [X] #3333   expected=far      | predicted="close"
+    [X] #3334   expected=far      | predicted="Close"
+    [X] #3335   expected=far      | predicted="Close"
+    [X] #3337   expected=far      | predicted="pillow"
+    [X] #3363   expected=far      | predicted="Close"
+    [X] #3369   expected=far      | predicted="Close"
+    [X] #3375   expected=far      | predicted="Close"
+    [X] #3379   expected=far      | predicted="Close"
+    [X] #3385   expected=far      | predicted="Close"
+    [X] #3386   expected=far      | predicted="Close"
+    [O] #3396   expected=far      | predicted="far"
+    [X] #3400   expected=far      | predicted="Close"
+    [X] #3418   expected=far      | predicted="Close"
+    [X] #3422   expected=far      | predicted="lamp"
+    [X] #3423   expected=far      | predicted="close"
+    [X] #3426   expected=far      | predicted="Close"
+    [X] #3430   expected=far      | predicted="close"
+    [X] #3435   expected=far      | predicted="chair"
+    [X] #3441   expected=far      | predicted="Close"
+    [X] #3442   expected=far      | predicted="Close"
+    [X] #3447   expected=far      | predicted="lamp"
+    [X] #3454   expected=far      | predicted="Close"
+    [X] #3457   expected=far      | predicted="Close"
+    [X] #3465   expected=far      | predicted="Close"
+    [X] #3470   expected=far      | predicted="Close"
+    [X] #3481   expected=far      | predicted="Close"
+    [X] #3483   expected=far      | predicted="Close"
+    [X] #3495   expected=far      | predicted="close"
+    [X] #3503   expected=far      | predicted="close"
+    [X] #3514   expected=far      | predicted="Close"
+    [X] #3515   expected=far      | predicted="Close"
+    [X] #3517   expected=far      | predicted="Close"
+    [X] #3522   expected=far      | predicted="bookshelf"
+    [X] #3531   expected=far      | predicted="Close"
+    [X] #3533   expected=far      | predicted="Close"
+    [X] #3539   expected=far      | predicted="Close"
+    [X] #3549   expected=far      | predicted="Close"
+    [X] #3554   expected=far      | predicted="Close"
+    [X] #3555   expected=far      | predicted="Close"
+    [X] #3557   expected=far      | predicted="Close"
+    [X] #3572   expected=far      | predicted="Close"
+    [X] #3580   expected=far      | predicted="close"
+    [X] #3586   expected=far      | predicted="Close"
+    [X] #3590   expected=far      | predicted="Close"
+    [X] #3593   expected=far      | predicted="Close"
+    [X] #3600   expected=far      | predicted="Close"
+    [X] #3610   expected=far      | predicted="Close"
+    [X] #3611   expected=far      | predicted="Close"
+    [X] #3612   expected=far      | predicted="Close"
+    [X] #3614   expected=far      | predicted="Close"
+    [X] #3618   expected=far      | predicted="Close"
+    [X] #3620   expected=far      | predicted="close"
+    [X] #3624   expected=far      | predicted="cabinet"
+    [X] #3625   expected=far      | predicted="Close"
+
  close:   0%|          | 0/612 [00:00<?, ?it/s]
                                                

  close:   0%|          | 0/612 [00:00<?, ?it/s]
  close:   0%|          | 1/612 [00:00<10:01,  1.02it/s]
                                                        

  close:   0%|          | 1/612 [00:01<10:01,  1.02it/s]
  close:   0%|          | 2/612 [00:01<09:12,  1.11it/s]
                                                        

  close:   0%|          | 2/612 [00:02<09:12,  1.11it/s]
  close:   0%|          | 3/612 [00:02<08:18,  1.22it/s]
                                                        

  close:   0%|          | 3/612 [00:03<08:18,  1.22it/s]
  close:   1%|          | 4/612 [00:03<07:52,  1.29it/s]
                                                        

  close:   1%|          | 4/612 [00:04<07:52,  1.29it/s]
  close:   1%|          | 5/612 [00:04<08:23,  1.20it/s]
                                                        

  close:   1%|          | 5/612 [00:04<08:23,  1.20it/s]
  close:   1%|          | 6/612 [00:04<08:13,  1.23it/s]
                                                        

  close:   1%|          | 6/612 [00:05<08:13,  1.23it/s]
  close:   1%|          | 7/612 [00:05<06:55,  1.46it/s]
                                                        

  close:   1%|          | 7/612 [00:05<06:55,  1.46it/s]
  close:   1%|▏         | 8/612 [00:05<05:50,  1.72it/s]
                                                        

  close:   1%|▏         | 8/612 [00:06<05:50,  1.72it/s]
  close:   1%|▏         | 9/612 [00:06<05:42,  1.76it/s]
                                                        

  close:   1%|▏         | 9/612 [00:07<05:42,  1.76it/s]
  close:   2%|▏         | 10/612 [00:07<07:55,  1.27it/s]
                                                         

  close:   2%|▏         | 10/612 [00:08<07:55,  1.27it/s]
  close:   2%|▏         | 11/612 [00:08<08:40,  1.16it/s]
                                                         

  close:   2%|▏         | 11/612 [00:09<08:40,  1.16it/s]
  close:   2%|▏         | 12/612 [00:09<08:37,  1.16it/s]
                                                         

  close:   2%|▏         | 12/612 [00:10<08:37,  1.16it/s]
  close:   2%|▏         | 13/612 [00:10<08:59,  1.11it/s]
                                                         

  close:   2%|▏         | 13/612 [00:11<08:59,  1.11it/s]
  close:   2%|▏         | 14/612 [00:11<08:29,  1.17it/s]
                                                         

  close:   2%|▏         | 14/612 [00:12<08:29,  1.17it/s]
  close:   2%|▏         | 15/612 [00:12<09:33,  1.04it/s]
                                                         

  close:   2%|▏         | 15/612 [00:13<09:33,  1.04it/s]
  close:   3%|▎         | 16/612 [00:13<09:04,  1.09it/s]
                                                         

  close:   3%|▎         | 16/612 [00:14<09:04,  1.09it/s]
  close:   3%|▎         | 17/612 [00:14<09:28,  1.05it/s]
                                                         

  close:   3%|▎         | 17/612 [00:14<09:28,  1.05it/s]
  close:   3%|▎         | 18/612 [00:14<08:36,  1.15it/s]
                                                         

  close:   3%|▎         | 18/612 [00:15<08:36,  1.15it/s]
  close:   3%|▎         | 19/612 [00:15<07:53,  1.25it/s]
                                                         

  close:   3%|▎         | 19/612 [00:16<07:53,  1.25it/s]
  close:   3%|▎         | 20/612 [00:16<07:48,  1.26it/s]
                                                         

  close:   3%|▎         | 20/612 [00:17<07:48,  1.26it/s]
  close:   3%|▎         | 21/612 [00:17<07:42,  1.28it/s]
                                                         

  close:   3%|▎         | 21/612 [00:17<07:42,  1.28it/s]
  close:   4%|▎         | 22/612 [00:17<08:01,  1.23it/s]
                                                         

  close:   4%|▎         | 22/612 [00:19<08:01,  1.23it/s]
  close:   4%|▍         | 23/612 [00:19<08:38,  1.14it/s]
                                                         

  close:   4%|▍         | 23/612 [00:19<08:38,  1.14it/s]
  close:   4%|▍         | 24/612 [00:19<07:41,  1.27it/s]
                                                         

  close:   4%|▍         | 24/612 [00:20<07:41,  1.27it/s]
  close:   4%|▍         | 25/612 [00:20<07:33,  1.29it/s]
                                                         

  close:   4%|▍         | 25/612 [00:21<07:33,  1.29it/s]
  close:   4%|▍         | 26/612 [00:21<08:16,  1.18it/s]
                                                         

  close:   4%|▍         | 26/612 [00:22<08:16,  1.18it/s]
  close:   4%|▍         | 27/612 [00:22<09:01,  1.08it/s]
                                                         

  close:   4%|▍         | 27/612 [00:23<09:01,  1.08it/s]
  close:   5%|▍         | 28/612 [00:23<09:14,  1.05it/s]
                                                         

  close:   5%|▍         | 28/612 [00:24<09:14,  1.05it/s]
  close:   5%|▍         | 29/612 [00:24<08:45,  1.11it/s]
                                                         

  close:   5%|▍         | 29/612 [00:25<08:45,  1.11it/s]
  close:   5%|▍         | 30/612 [00:25<08:44,  1.11it/s]
                                                         

  close:   5%|▍         | 30/612 [00:26<08:44,  1.11it/s]
  close:   5%|▌         | 31/612 [00:26<08:56,  1.08it/s]
                                                         

  close:   5%|▌         | 31/612 [00:27<08:56,  1.08it/s]
  close:   5%|▌         | 32/612 [00:27<08:59,  1.07it/s]
                                                         

  close:   5%|▌         | 32/612 [00:27<08:59,  1.07it/s]
  close:   5%|▌         | 33/612 [00:27<08:26,  1.14it/s]
                                                         

  close:   5%|▌         | 33/612 [00:28<08:26,  1.14it/s]
  close:   6%|▌         | 34/612 [00:28<08:09,  1.18it/s]
                                                         

  close:   6%|▌         | 34/612 [00:29<08:09,  1.18it/s]
  close:   6%|▌         | 35/612 [00:29<06:55,  1.39it/s]
                                                         

  close:   6%|▌         | 35/612 [00:29<06:55,  1.39it/s]
  close:   6%|▌         | 36/612 [00:29<07:31,  1.28it/s]
                                                         

  close:   6%|▌         | 36/612 [00:30<07:31,  1.28it/s]
  close:   6%|▌         | 37/612 [00:30<07:32,  1.27it/s]
                                                         

  close:   6%|▌         | 37/612 [00:31<07:32,  1.27it/s]
  close:   6%|▌         | 38/612 [00:31<07:00,  1.36it/s]
                                                         

  close:   6%|▌         | 38/612 [00:32<07:00,  1.36it/s]
  close:   6%|▋         | 39/612 [00:32<07:23,  1.29it/s]
                                                         

  close:   6%|▋         | 39/612 [00:33<07:23,  1.29it/s]
  close:   7%|▋         | 40/612 [00:33<08:04,  1.18it/s]
                                                         

  close:   7%|▋         | 40/612 [00:33<08:04,  1.18it/s]
  close:   7%|▋         | 41/612 [00:33<07:36,  1.25it/s]
                                                         

  close:   7%|▋         | 41/612 [00:34<07:36,  1.25it/s]
  close:   7%|▋         | 42/612 [00:34<07:33,  1.26it/s]
                                                         

  close:   7%|▋         | 42/612 [00:35<07:33,  1.26it/s]
  close:   7%|▋         | 43/612 [00:35<08:29,  1.12it/s]
                                                         

  close:   7%|▋         | 43/612 [00:36<08:29,  1.12it/s]
  close:   7%|▋         | 44/612 [00:36<08:00,  1.18it/s]
                                                         

  close:   7%|▋         | 44/612 [00:37<08:00,  1.18it/s]
  close:   7%|▋         | 45/612 [00:37<07:13,  1.31it/s]
                                                         

  close:   7%|▋         | 45/612 [00:37<07:13,  1.31it/s]
  close:   8%|▊         | 46/612 [00:37<06:46,  1.39it/s]
                                                         

  close:   8%|▊         | 46/612 [00:38<06:46,  1.39it/s]
  close:   8%|▊         | 47/612 [00:38<06:14,  1.51it/s]
                                                         

  close:   8%|▊         | 47/612 [00:39<06:14,  1.51it/s]
  close:   8%|▊         | 48/612 [00:39<06:46,  1.39it/s]
                                                         

  close:   8%|▊         | 48/612 [00:40<06:46,  1.39it/s]
  close:   8%|▊         | 49/612 [00:40<08:25,  1.11it/s]
                                                         

  close:   8%|▊         | 49/612 [00:41<08:25,  1.11it/s]
  close:   8%|▊         | 50/612 [00:41<07:39,  1.22it/s]
                                                         

  close:   8%|▊         | 50/612 [00:42<07:39,  1.22it/s]
  close:   8%|▊         | 51/612 [00:42<07:54,  1.18it/s]
                                                         

  close:   8%|▊         | 51/612 [00:42<07:54,  1.18it/s]
  close:   8%|▊         | 52/612 [00:42<07:44,  1.21it/s]
                                                         

  close:   8%|▊         | 52/612 [00:43<07:44,  1.21it/s]
  close:   9%|▊         | 53/612 [00:43<08:08,  1.14it/s]
                                                         

  close:   9%|▊         | 53/612 [00:44<08:08,  1.14it/s]
  close:   9%|▉         | 54/612 [00:44<08:49,  1.05it/s]
                                                         

  close:   9%|▉         | 54/612 [00:45<08:49,  1.05it/s]
  close:   9%|▉         | 55/612 [00:45<08:19,  1.12it/s]
                                                         

  close:   9%|▉         | 55/612 [00:46<08:19,  1.12it/s]
  close:   9%|▉         | 56/612 [00:46<07:08,  1.30it/s]
                                                         

  close:   9%|▉         | 56/612 [00:47<07:08,  1.30it/s]
  close:   9%|▉         | 57/612 [00:47<08:50,  1.05it/s]
                                                         

  close:   9%|▉         | 57/612 [00:48<08:50,  1.05it/s]
  close:   9%|▉         | 58/612 [00:48<08:14,  1.12it/s]
                                                         

  close:   9%|▉         | 58/612 [00:49<08:14,  1.12it/s]
  close:  10%|▉         | 59/612 [00:49<07:50,  1.18it/s]
                                                         

  close:  10%|▉         | 59/612 [00:49<07:50,  1.18it/s]
  close:  10%|▉         | 60/612 [00:49<07:41,  1.20it/s]
                                                         

  close:  10%|▉         | 60/612 [00:50<07:41,  1.20it/s]
  close:  10%|▉         | 61/612 [00:50<08:24,  1.09it/s]
                                                         

  close:  10%|▉         | 61/612 [00:52<08:24,  1.09it/s]
  close:  10%|█         | 62/612 [00:52<08:56,  1.03it/s]
                                                         

  close:  10%|█         | 62/612 [00:52<08:56,  1.03it/s]
  close:  10%|█         | 63/612 [00:52<08:11,  1.12it/s]
                                                         

  close:  10%|█         | 63/612 [00:53<08:11,  1.12it/s]
  close:  10%|█         | 64/612 [00:53<07:24,  1.23it/s]
                                                         

  close:  10%|█         | 64/612 [00:53<07:24,  1.23it/s]
  close:  11%|█         | 65/612 [00:53<06:04,  1.50it/s]
                                                         

  close:  11%|█         | 65/612 [00:54<06:04,  1.50it/s]
  close:  11%|█         | 66/612 [00:54<05:42,  1.59it/s]
                                                         

  close:  11%|█         | 66/612 [00:54<05:42,  1.59it/s]
  close:  11%|█         | 67/612 [00:54<05:18,  1.71it/s]
                                                         

  close:  11%|█         | 67/612 [00:55<05:18,  1.71it/s]
  close:  11%|█         | 68/612 [00:55<05:50,  1.55it/s]
                                                         

  close:  11%|█         | 68/612 [00:56<05:50,  1.55it/s]
  close:  11%|█▏        | 69/612 [00:56<07:04,  1.28it/s]
                                                         

  close:  11%|█▏        | 69/612 [00:57<07:04,  1.28it/s]
  close:  11%|█▏        | 70/612 [00:57<06:17,  1.44it/s]
                                                         

  close:  11%|█▏        | 70/612 [00:57<06:17,  1.44it/s]
  close:  12%|█▏        | 71/612 [00:57<05:58,  1.51it/s]
                                                         

  close:  12%|█▏        | 71/612 [00:58<05:58,  1.51it/s]
  close:  12%|█▏        | 72/612 [00:58<06:54,  1.30it/s]
                                                         

  close:  12%|█▏        | 72/612 [00:59<06:54,  1.30it/s]
  close:  12%|█▏        | 73/612 [00:59<07:21,  1.22it/s]
                                                         

  close:  12%|█▏        | 73/612 [01:00<07:21,  1.22it/s]
  close:  12%|█▏        | 74/612 [01:00<06:55,  1.29it/s]
                                                         

  close:  12%|█▏        | 74/612 [01:01<06:55,  1.29it/s]
  close:  12%|█▏        | 75/612 [01:01<06:51,  1.31it/s]
                                                         

  close:  12%|█▏        | 75/612 [01:02<06:51,  1.31it/s]
  close:  12%|█▏        | 76/612 [01:02<08:22,  1.07it/s]
                                                         

  close:  12%|█▏        | 76/612 [01:03<08:22,  1.07it/s]
  close:  13%|█▎        | 77/612 [01:03<08:16,  1.08it/s]
                                                         

  close:  13%|█▎        | 77/612 [01:04<08:16,  1.08it/s]
  close:  13%|█▎        | 78/612 [01:04<07:49,  1.14it/s]
                                                         

  close:  13%|█▎        | 78/612 [01:05<07:49,  1.14it/s]
  close:  13%|█▎        | 79/612 [01:05<08:25,  1.05it/s]
                                                         

  close:  13%|█▎        | 79/612 [01:06<08:25,  1.05it/s]
  close:  13%|█▎        | 80/612 [01:06<09:41,  1.09s/it]
                                                         

  close:  13%|█▎        | 80/612 [01:07<09:41,  1.09s/it]
  close:  13%|█▎        | 81/612 [01:07<07:53,  1.12it/s]
                                                         

  close:  13%|█▎        | 81/612 [01:07<07:53,  1.12it/s]
  close:  13%|█▎        | 82/612 [01:07<06:57,  1.27it/s]
                                                         

  close:  13%|█▎        | 82/612 [01:08<06:57,  1.27it/s]
  close:  14%|█▎        | 83/612 [01:08<07:59,  1.10it/s]
                                                         

  close:  14%|█▎        | 83/612 [01:09<07:59,  1.10it/s]
  close:  14%|█▎        | 84/612 [01:09<07:28,  1.18it/s]
                                                         

  close:  14%|█▎        | 84/612 [01:10<07:28,  1.18it/s]
  close:  14%|█▍        | 85/612 [01:10<07:06,  1.24it/s]
                                                         

  close:  14%|█▍        | 85/612 [01:11<07:06,  1.24it/s]
  close:  14%|█▍        | 86/612 [01:11<07:04,  1.24it/s]
                                                         

  close:  14%|█▍        | 86/612 [01:12<07:04,  1.24it/s]
  close:  14%|█▍        | 87/612 [01:12<07:39,  1.14it/s]
                                                         

  close:  14%|█▍        | 87/612 [01:12<07:39,  1.14it/s]
  close:  14%|█▍        | 88/612 [01:12<07:44,  1.13it/s]
                                                         

  close:  14%|█▍        | 88/612 [01:13<07:44,  1.13it/s]
  close:  15%|█▍        | 89/612 [01:13<07:20,  1.19it/s]
                                                         

  close:  15%|█▍        | 89/612 [01:14<07:20,  1.19it/s]
  close:  15%|█▍        | 90/612 [01:14<08:15,  1.05it/s]
                                                         

  close:  15%|█▍        | 90/612 [01:15<08:15,  1.05it/s]
  close:  15%|█▍        | 91/612 [01:15<07:24,  1.17it/s]
                                                         

  close:  15%|█▍        | 91/612 [01:16<07:24,  1.17it/s]
  close:  15%|█▌        | 92/612 [01:16<07:26,  1.16it/s]
                                                         

  close:  15%|█▌        | 92/612 [01:17<07:26,  1.16it/s]
  close:  15%|█▌        | 93/612 [01:17<07:38,  1.13it/s]
                                                         

  close:  15%|█▌        | 93/612 [01:18<07:38,  1.13it/s]
  close:  15%|█▌        | 94/612 [01:18<08:23,  1.03it/s]
                                                         

  close:  15%|█▌        | 94/612 [01:19<08:23,  1.03it/s]
  close:  16%|█▌        | 95/612 [01:19<07:40,  1.12it/s]
                                                         

  close:  16%|█▌        | 95/612 [01:20<07:40,  1.12it/s]
  close:  16%|█▌        | 96/612 [01:20<07:52,  1.09it/s]
                                                         

  close:  16%|█▌        | 96/612 [01:21<07:52,  1.09it/s]
  close:  16%|█▌        | 97/612 [01:21<09:22,  1.09s/it]
                                                         

  close:  16%|█▌        | 97/612 [01:22<09:22,  1.09s/it]
  close:  16%|█▌        | 98/612 [01:22<08:12,  1.04it/s]
                                                         

  close:  16%|█▌        | 98/612 [01:22<08:12,  1.04it/s]
  close:  16%|█▌        | 99/612 [01:22<06:55,  1.24it/s]
                                                         

  close:  16%|█▌        | 99/612 [01:23<06:55,  1.24it/s]
  close:  16%|█▋        | 100/612 [01:23<06:56,  1.23it/s]
                                                          

  close:  16%|█▋        | 100/612 [01:24<06:56,  1.23it/s]
  close:  17%|█▋        | 101/612 [01:24<07:01,  1.21it/s]
                                                          

  close:  17%|█▋        | 101/612 [01:25<07:01,  1.21it/s]
  close:  17%|█▋        | 102/612 [01:25<08:05,  1.05it/s]
                                                          

  close:  17%|█▋        | 102/612 [01:26<08:05,  1.05it/s]
  close:  17%|█▋        | 103/612 [01:26<07:37,  1.11it/s]
                                                          

  close:  17%|█▋        | 103/612 [01:27<07:37,  1.11it/s]
  close:  17%|█▋        | 104/612 [01:27<06:52,  1.23it/s]
                                                          

  close:  17%|█▋        | 104/612 [01:27<06:52,  1.23it/s]
  close:  17%|█▋        | 105/612 [01:27<05:42,  1.48it/s]
                                                          

  close:  17%|█▋        | 105/612 [01:28<05:42,  1.48it/s]
  close:  17%|█▋        | 106/612 [01:28<05:53,  1.43it/s]
                                                          

  close:  17%|█▋        | 106/612 [01:29<05:53,  1.43it/s]
  close:  17%|█▋        | 107/612 [01:29<06:35,  1.28it/s]
                                                          

  close:  17%|█▋        | 107/612 [01:30<06:35,  1.28it/s]
  close:  18%|█▊        | 108/612 [01:30<06:48,  1.23it/s]
                                                          

  close:  18%|█▊        | 108/612 [01:30<06:48,  1.23it/s]
  close:  18%|█▊        | 109/612 [01:30<06:55,  1.21it/s]
                                                          

  close:  18%|█▊        | 109/612 [01:31<06:55,  1.21it/s]
  close:  18%|█▊        | 110/612 [01:31<06:59,  1.20it/s]
                                                          

  close:  18%|█▊        | 110/612 [01:32<06:59,  1.20it/s]
  close:  18%|█▊        | 111/612 [01:32<07:04,  1.18it/s]
                                                          

  close:  18%|█▊        | 111/612 [01:33<07:04,  1.18it/s]
  close:  18%|█▊        | 112/612 [01:33<07:44,  1.08it/s]
                                                          

  close:  18%|█▊        | 112/612 [01:34<07:44,  1.08it/s]
  close:  18%|█▊        | 113/612 [01:34<07:50,  1.06it/s]
                                                          

  close:  18%|█▊        | 113/612 [01:35<07:50,  1.06it/s]
  close:  19%|█▊        | 114/612 [01:35<07:06,  1.17it/s]
                                                          

  close:  19%|█▊        | 114/612 [01:36<07:06,  1.17it/s]
  close:  19%|█▉        | 115/612 [01:36<06:47,  1.22it/s]
                                                          

  close:  19%|█▉        | 115/612 [01:37<06:47,  1.22it/s]
  close:  19%|█▉        | 116/612 [01:37<07:04,  1.17it/s]
                                                          

  close:  19%|█▉        | 116/612 [01:38<07:04,  1.17it/s]
  close:  19%|█▉        | 117/612 [01:38<07:57,  1.04it/s]
                                                          

  close:  19%|█▉        | 117/612 [01:38<07:57,  1.04it/s]
  close:  19%|█▉        | 118/612 [01:38<07:10,  1.15it/s]
                                                          

  close:  19%|█▉        | 118/612 [01:39<07:10,  1.15it/s]
  close:  19%|█▉        | 119/612 [01:39<07:28,  1.10it/s]
                                                          

  close:  19%|█▉        | 119/612 [01:40<07:28,  1.10it/s]
  close:  20%|█▉        | 120/612 [01:40<07:23,  1.11it/s]
                                                          

  close:  20%|█▉        | 120/612 [01:41<07:23,  1.11it/s]
  close:  20%|█▉        | 121/612 [01:41<07:14,  1.13it/s]
                                                          

  close:  20%|█▉        | 121/612 [01:42<07:14,  1.13it/s]
  close:  20%|█▉        | 122/612 [01:42<07:52,  1.04it/s]
                                                          

  close:  20%|█▉        | 122/612 [01:43<07:52,  1.04it/s]
  close:  20%|██        | 123/612 [01:43<07:13,  1.13it/s]
                                                          

  close:  20%|██        | 123/612 [01:44<07:13,  1.13it/s]
  close:  20%|██        | 124/612 [01:44<06:48,  1.20it/s]
                                                          

  close:  20%|██        | 124/612 [01:45<06:48,  1.20it/s]
  close:  20%|██        | 125/612 [01:45<06:33,  1.24it/s]
                                                          

  close:  20%|██        | 125/612 [01:45<06:33,  1.24it/s]
  close:  21%|██        | 126/612 [01:45<06:56,  1.17it/s]
                                                          

  close:  21%|██        | 126/612 [01:46<06:56,  1.17it/s]
  close:  21%|██        | 127/612 [01:46<07:19,  1.10it/s]
                                                          

  close:  21%|██        | 127/612 [01:47<07:19,  1.10it/s]
  close:  21%|██        | 128/612 [01:47<07:22,  1.09it/s]
                                                          

  close:  21%|██        | 128/612 [01:48<07:22,  1.09it/s]
  close:  21%|██        | 129/612 [01:48<07:00,  1.15it/s]
                                                          

  close:  21%|██        | 129/612 [01:49<07:00,  1.15it/s]
  close:  21%|██        | 130/612 [01:49<06:18,  1.27it/s]
                                                          

  close:  21%|██        | 130/612 [01:49<06:18,  1.27it/s]
  close:  21%|██▏       | 131/612 [01:49<05:42,  1.40it/s]
                                                          

  close:  21%|██▏       | 131/612 [01:50<05:42,  1.40it/s]
  close:  22%|██▏       | 132/612 [01:50<06:07,  1.31it/s]
                                                          

  close:  22%|██▏       | 132/612 [01:51<06:07,  1.31it/s]
  close:  22%|██▏       | 133/612 [01:51<06:35,  1.21it/s]
                                                          

  close:  22%|██▏       | 133/612 [01:52<06:35,  1.21it/s]
  close:  22%|██▏       | 134/612 [01:52<06:31,  1.22it/s]
                                                          

  close:  22%|██▏       | 134/612 [01:53<06:31,  1.22it/s]
  close:  22%|██▏       | 135/612 [01:53<07:00,  1.13it/s]
                                                          

  close:  22%|██▏       | 135/612 [01:54<07:00,  1.13it/s]
  close:  22%|██▏       | 136/612 [01:54<07:19,  1.08it/s]
                                                          

  close:  22%|██▏       | 136/612 [01:55<07:19,  1.08it/s]
  close:  22%|██▏       | 137/612 [01:55<07:47,  1.02it/s]
                                                          

  close:  22%|██▏       | 137/612 [01:56<07:47,  1.02it/s]
  close:  23%|██▎       | 138/612 [01:56<07:42,  1.02it/s]
                                                          

  close:  23%|██▎       | 138/612 [01:57<07:42,  1.02it/s]
  close:  23%|██▎       | 139/612 [01:57<07:12,  1.09it/s]
                                                          

  close:  23%|██▎       | 139/612 [01:58<07:12,  1.09it/s]
  close:  23%|██▎       | 140/612 [01:58<07:02,  1.12it/s]
                                                          

  close:  23%|██▎       | 140/612 [01:59<07:02,  1.12it/s]
  close:  23%|██▎       | 141/612 [01:59<08:00,  1.02s/it]
                                                          

  close:  23%|██▎       | 141/612 [01:59<08:00,  1.02s/it]
  close:  23%|██▎       | 142/612 [01:59<06:37,  1.18it/s]
                                                          

  close:  23%|██▎       | 142/612 [02:00<06:37,  1.18it/s]
  close:  23%|██▎       | 143/612 [02:00<06:40,  1.17it/s]
                                                          

  close:  23%|██▎       | 143/612 [02:01<06:40,  1.17it/s]
  close:  24%|██▎       | 144/612 [02:01<05:24,  1.44it/s]
                                                          

  close:  24%|██▎       | 144/612 [02:01<05:24,  1.44it/s]
  close:  24%|██▎       | 145/612 [02:01<04:29,  1.73it/s]
                                                          

  close:  24%|██▎       | 145/612 [02:02<04:29,  1.73it/s]
  close:  24%|██▍       | 146/612 [02:02<05:37,  1.38it/s]
                                                          

  close:  24%|██▍       | 146/612 [02:03<05:37,  1.38it/s]
  close:  24%|██▍       | 147/612 [02:03<06:29,  1.20it/s]
                                                          

  close:  24%|██▍       | 147/612 [02:04<06:29,  1.20it/s]
  close:  24%|██▍       | 148/612 [02:04<06:49,  1.13it/s]
                                                          

  close:  24%|██▍       | 148/612 [02:05<06:49,  1.13it/s]
  close:  24%|██▍       | 149/612 [02:05<06:13,  1.24it/s]
                                                          

  close:  24%|██▍       | 149/612 [02:06<06:13,  1.24it/s]
  close:  25%|██▍       | 150/612 [02:06<06:12,  1.24it/s]
                                                          

  close:  25%|██▍       | 150/612 [02:07<06:12,  1.24it/s]
  close:  25%|██▍       | 151/612 [02:07<07:53,  1.03s/it]
                                                          
    [O] #0      expected=close    | predicted="Close"
+    [X] #1      expected=close    | predicted="pillow"
+    [O] #3      expected=close    | predicted="Close"
+    [O] #4      expected=close    | predicted="Close"
+    [O] #5      expected=close    | predicted="Close"
+    [O] #12     expected=close    | predicted="Close"
+    [O] #27     expected=close    | predicted="close"
+    [O] #35     expected=close    | predicted="Close"
+    [O] #41     expected=close    | predicted="Close"
+    [O] #57     expected=close    | predicted="Close"
+    [X] #59     expected=close    | predicted="chair"
+    [O] #61     expected=close    | predicted="Close"
+    [O] #63     expected=close    | predicted="Close"
+    [X] #69     expected=close    | predicted="pillow"
+    [O] #82     expected=close    | predicted="close"
+    [O] #101    expected=close    | predicted="Close"
+    [O] #109    expected=close    | predicted="Close"
+    [O] #125    expected=close    | predicted="Close"
+    [O] #128    expected=close    | predicted="Close"
+    [O] #131    expected=close    | predicted="Close"
+    [X] #137    expected=close    | predicted="lamp"
+    [X] #149    expected=close    | predicted="plant"
+    [O] #154    expected=close    | predicted="close"
+    [O] #155    expected=close    | predicted="Close"
+    [O] #161    expected=close    | predicted="Close"
+    [O] #164    expected=close    | predicted="Close"
+    [O] #184    expected=close    | predicted="Close"
+    [O] #185    expected=close    | predicted="Close"
+    [O] #187    expected=close    | predicted="Close"
+    [O] #190    expected=close    | predicted="Close"
+    [O] #193    expected=close    | predicted="Close"
+    [O] #197    expected=close    | predicted="Close"
+    [O] #208    expected=close    | predicted="Close"
+    [O] #214    expected=close    | predicted="Close"
+    [O] #223    expected=close    | predicted="Close"
+    [O] #226    expected=close    | predicted="Close"
+    [O] #231    expected=close    | predicted="close"
+    [O] #235    expected=close    | predicted="Close"
+    [O] #238    expected=close    | predicted="Close"
+    [O] #242    expected=close    | predicted="close"
+    [O] #243    expected=close    | predicted="Close"
+    [O] #253    expected=close    | predicted="Close"
+    [O] #256    expected=close    | predicted="Close"
+    [O] #259    expected=close    | predicted="Close"
+    [O] #270    expected=close    | predicted="Close"
+    [O] #273    expected=close    | predicted="close"
+    [O] #278    expected=close    | predicted="Close"
+    [O] #284    expected=close    | predicted="close"
+    [O] #288    expected=close    | predicted="Close"
+    [X] #298    expected=close    | predicted="cabinet"
+    [X] #325    expected=close    | predicted="pillow"
+    [O] #333    expected=close    | predicted="Close"
+    [O] #337    expected=close    | predicted="Close"
+    [O] #340    expected=close    | predicted="Close"
+    [X] #349    expected=close    | predicted="lamp"
+    [O] #354    expected=close    | predicted="close"
+    [O] #356    expected=close    | predicted="Close"
+    [O] #363    expected=close    | predicted="Close"
+    [O] #367    expected=close    | predicted="Close"
+    [O] #370    expected=close    | predicted="Close"
+    [O] #374    expected=close    | predicted="Close"
+    [O] #375    expected=close    | predicted="Close"
+    [O] #377    expected=close    | predicted="Close"
+    [O] #380    expected=close    | predicted="Close"
+    [O] #383    expected=close    | predicted="Close"
+    [O] #385    expected=close    | predicted="Close"
+    [O] #390    expected=close    | predicted="Close"
+    [X] #392    expected=close    | predicted="cup"
+    [O] #394    expected=close    | predicted="Close"
+    [O] #413    expected=close    | predicted="close"
+    [X] #415    expected=close    | predicted="lamp"
+    [O] #416    expected=close    | predicted="Close"
+    [O] #417    expected=close    | predicted="close"
+    [O] #418    expected=close    | predicted="Close"
+    [O] #422    expected=close    | predicted="Close"
+    [O] #423    expected=close    | predicted="Close"
+    [O] #433    expected=close    | predicted="Close"
+    [X] #434    expected=close    | predicted="lamp"
+    [X] #437    expected=close    | predicted="glass"
+    [O] #447    expected=close    | predicted="Close"
+    [O] #467    expected=close    | predicted="Close"
+    [O] #472    expected=close    | predicted="Close"
+    [O] #480    expected=close    | predicted="Close"
+    [O] #487    expected=close    | predicted="Close"
+    [O] #507    expected=close    | predicted="Close"
+    [O] #518    expected=close    | predicted="Close"
+    [O] #525    expected=close    | predicted="Close"
+    [O] #536    expected=close    | predicted="Close"
+    [O] #538    expected=close    | predicted="Close"
+    [O] #540    expected=close    | predicted="Close"
+    [O] #541    expected=close    | predicted="Close"
+    [O] #542    expected=close    | predicted="Close"
+    [O] #556    expected=close    | predicted="Close"
+    [O] #564    expected=close    | predicted="close"
+    [O] #574    expected=close    | predicted="Close"
+    [O] #576    expected=close    | predicted="Close"
+    [O] #588    expected=close    | predicted="Close"
+    [O] #591    expected=close    | predicted="Close"
+    [O] #623    expected=close    | predicted="Close"
+    [O] #628    expected=close    | predicted="Close"
+    [O] #649    expected=close    | predicted="Close"
+    [O] #651    expected=close    | predicted="close"
+    [O] #653    expected=close    | predicted="Close"
+    [O] #654    expected=close    | predicted="Close"
+    [O] #655    expected=close    | predicted="Close"
+    [O] #662    expected=close    | predicted="close"
+    [O] #663    expected=close    | predicted="close"
+    [O] #664    expected=close    | predicted="Close"
+    [O] #676    expected=close    | predicted="close"
+    [O] #678    expected=close    | predicted="Close"
+    [O] #687    expected=close    | predicted="close"
+    [O] #688    expected=close    | predicted="Close"
+    [O] #695    expected=close    | predicted="Close"
+    [O] #698    expected=close    | predicted="close"
+    [O] #700    expected=close    | predicted="Close"
+    [O] #704    expected=close    | predicted="Close"
+    [X] #707    expected=close    | predicted="plant"
+    [O] #719    expected=close    | predicted="Close"
+    [O] #728    expected=close    | predicted="Close"
+    [O] #730    expected=close    | predicted="Close"
+    [O] #734    expected=close    | predicted="Close"
+    [X] #735    expected=close    | predicted="lamp"
+    [O] #736    expected=close    | predicted="Close"
+    [O] #742    expected=close    | predicted="Close"
+    [O] #743    expected=close    | predicted="close"
+    [O] #745    expected=close    | predicted="close"
+    [X] #749    expected=close    | predicted="glass"
+    [O] #757    expected=close    | predicted="Close"
+    [O] #758    expected=close    | predicted="Close"
+    [O] #759    expected=close    | predicted="Close"
+    [X] #763    expected=close    | predicted="chair"
+    [O] #765    expected=close    | predicted="Close"
+    [O] #772    expected=close    | predicted="Close"
+    [O] #775    expected=close    | predicted="Close"
+    [O] #791    expected=close    | predicted="Close"
+    [O] #792    expected=close    | predicted="Close"
+    [O] #798    expected=close    | predicted="Close"
+    [O] #800    expected=close    | predicted="Close"
+    [O] #817    expected=close    | predicted="close"
+    [O] #819    expected=close    | predicted="Close"
+    [O] #829    expected=close    | predicted="Close"
+    [O] #830    expected=close    | predicted="Close"
+    [O] #836    expected=close    | predicted="Close"
+    [O] #838    expected=close    | predicted="close"
+    [O] #855    expected=close    | predicted="Close"
+    [O] #861    expected=close    | predicted="Close"
+    [O] #863    expected=close    | predicted="Close"
+    [O] #868    expected=close    | predicted="close"
+    [O] #871    expected=close    | predicted="Close"
+    [O] #878    expected=close    | predicted="Close"
+    [O] #884    expected=close    | predicted="Close"
+
  close:  25%|██▍       | 151/612 [02:08<07:53,  1.03s/it]
  close:  25%|██▍       | 152/612 [02:08<07:27,  1.03it/s]
                                                          

  close:  25%|██▍       | 152/612 [02:09<07:27,  1.03it/s]
  close:  25%|██▌       | 153/612 [02:09<07:03,  1.09it/s]
                                                          

  close:  25%|██▌       | 153/612 [02:10<07:03,  1.09it/s]
  close:  25%|██▌       | 154/612 [02:10<08:13,  1.08s/it]
                                                          

  close:  25%|██▌       | 154/612 [02:11<08:13,  1.08s/it]
  close:  25%|██▌       | 155/612 [02:11<07:41,  1.01s/it]
                                                          

  close:  25%|██▌       | 155/612 [02:12<07:41,  1.01s/it]
  close:  25%|██▌       | 156/612 [02:12<07:47,  1.03s/it]
                                                          

  close:  25%|██▌       | 156/612 [02:13<07:47,  1.03s/it]
  close:  26%|██▌       | 157/612 [02:13<08:27,  1.12s/it]
                                                          

  close:  26%|██▌       | 157/612 [02:14<08:27,  1.12s/it]
  close:  26%|██▌       | 158/612 [02:14<08:03,  1.06s/it]
                                                          

  close:  26%|██▌       | 158/612 [02:15<08:03,  1.06s/it]
  close:  26%|██▌       | 159/612 [02:15<08:01,  1.06s/it]
                                                          

  close:  26%|██▌       | 159/612 [02:17<08:01,  1.06s/it]
  close:  26%|██▌       | 160/612 [02:17<08:43,  1.16s/it]
                                                          

  close:  26%|██▌       | 160/612 [02:18<08:43,  1.16s/it]
  close:  26%|██▋       | 161/612 [02:18<07:58,  1.06s/it]
                                                          

  close:  26%|██▋       | 161/612 [02:19<07:58,  1.06s/it]
  close:  26%|██▋       | 162/612 [02:19<07:51,  1.05s/it]
                                                          

  close:  26%|██▋       | 162/612 [02:20<07:51,  1.05s/it]
  close:  27%|██▋       | 163/612 [02:20<08:55,  1.19s/it]
                                                          

  close:  27%|██▋       | 163/612 [02:21<08:55,  1.19s/it]
  close:  27%|██▋       | 164/612 [02:21<08:30,  1.14s/it]
                                                          

  close:  27%|██▋       | 164/612 [02:22<08:30,  1.14s/it]
  close:  27%|██▋       | 165/612 [02:22<07:41,  1.03s/it]
                                                          

  close:  27%|██▋       | 165/612 [02:23<07:41,  1.03s/it]
  close:  27%|██▋       | 166/612 [02:23<07:38,  1.03s/it]
                                                          

  close:  27%|██▋       | 166/612 [02:24<07:38,  1.03s/it]
  close:  27%|██▋       | 167/612 [02:24<07:45,  1.05s/it]
                                                          

  close:  27%|██▋       | 167/612 [02:25<07:45,  1.05s/it]
  close:  27%|██▋       | 168/612 [02:25<07:56,  1.07s/it]
                                                          

  close:  27%|██▋       | 168/612 [02:26<07:56,  1.07s/it]
  close:  28%|██▊       | 169/612 [02:26<08:04,  1.09s/it]
                                                          

  close:  28%|██▊       | 169/612 [02:27<08:04,  1.09s/it]
  close:  28%|██▊       | 170/612 [02:27<07:41,  1.04s/it]
                                                          

  close:  28%|██▊       | 170/612 [02:28<07:41,  1.04s/it]
  close:  28%|██▊       | 171/612 [02:28<06:44,  1.09it/s]
                                                          

  close:  28%|██▊       | 171/612 [02:29<06:44,  1.09it/s]
  close:  28%|██▊       | 172/612 [02:29<07:14,  1.01it/s]
                                                          

  close:  28%|██▊       | 172/612 [02:30<07:14,  1.01it/s]
  close:  28%|██▊       | 173/612 [02:30<06:45,  1.08it/s]
                                                          

  close:  28%|██▊       | 173/612 [02:31<06:45,  1.08it/s]
  close:  28%|██▊       | 174/612 [02:31<06:56,  1.05it/s]
                                                          

  close:  28%|██▊       | 174/612 [02:32<06:56,  1.05it/s]
  close:  29%|██▊       | 175/612 [02:32<06:25,  1.13it/s]
                                                          

  close:  29%|██▊       | 175/612 [02:33<06:25,  1.13it/s]
  close:  29%|██▉       | 176/612 [02:33<06:46,  1.07it/s]
                                                          

  close:  29%|██▉       | 176/612 [02:33<06:46,  1.07it/s]
  close:  29%|██▉       | 177/612 [02:33<06:31,  1.11it/s]
                                                          

  close:  29%|██▉       | 177/612 [02:34<06:31,  1.11it/s]
  close:  29%|██▉       | 178/612 [02:34<06:04,  1.19it/s]
                                                          

  close:  29%|██▉       | 178/612 [02:35<06:04,  1.19it/s]
  close:  29%|██▉       | 179/612 [02:35<06:03,  1.19it/s]
                                                          

  close:  29%|██▉       | 179/612 [02:36<06:03,  1.19it/s]
  close:  29%|██▉       | 180/612 [02:36<06:13,  1.16it/s]
                                                          

  close:  29%|██▉       | 180/612 [02:37<06:13,  1.16it/s]
  close:  30%|██▉       | 181/612 [02:37<07:04,  1.01it/s]
                                                          

  close:  30%|██▉       | 181/612 [02:38<07:04,  1.01it/s]
  close:  30%|██▉       | 182/612 [02:38<07:28,  1.04s/it]
                                                          

  close:  30%|██▉       | 182/612 [02:39<07:28,  1.04s/it]
  close:  30%|██▉       | 183/612 [02:39<07:00,  1.02it/s]
                                                          

  close:  30%|██▉       | 183/612 [02:40<07:00,  1.02it/s]
  close:  30%|███       | 184/612 [02:40<06:33,  1.09it/s]
                                                          

  close:  30%|███       | 184/612 [02:41<06:33,  1.09it/s]
  close:  30%|███       | 185/612 [02:41<07:19,  1.03s/it]
                                                          

  close:  30%|███       | 185/612 [02:42<07:19,  1.03s/it]
  close:  30%|███       | 186/612 [02:42<06:53,  1.03it/s]
                                                          

  close:  30%|███       | 186/612 [02:43<06:53,  1.03it/s]
  close:  31%|███       | 187/612 [02:43<06:42,  1.05it/s]
                                                          

  close:  31%|███       | 187/612 [02:44<06:42,  1.05it/s]
  close:  31%|███       | 188/612 [02:44<06:39,  1.06it/s]
                                                          

  close:  31%|███       | 188/612 [02:45<06:39,  1.06it/s]
  close:  31%|███       | 189/612 [02:45<05:58,  1.18it/s]
                                                          

  close:  31%|███       | 189/612 [02:46<05:58,  1.18it/s]
  close:  31%|███       | 190/612 [02:46<06:54,  1.02it/s]
                                                          

  close:  31%|███       | 190/612 [02:46<06:54,  1.02it/s]
  close:  31%|███       | 191/612 [02:46<06:06,  1.15it/s]
                                                          

  close:  31%|███       | 191/612 [02:47<06:06,  1.15it/s]
  close:  31%|███▏      | 192/612 [02:47<05:55,  1.18it/s]
                                                          

  close:  31%|███▏      | 192/612 [02:48<05:55,  1.18it/s]
  close:  32%|███▏      | 193/612 [02:48<06:11,  1.13it/s]
                                                          

  close:  32%|███▏      | 193/612 [02:49<06:11,  1.13it/s]
  close:  32%|███▏      | 194/612 [02:49<06:13,  1.12it/s]
                                                          

  close:  32%|███▏      | 194/612 [02:50<06:13,  1.12it/s]
  close:  32%|███▏      | 195/612 [02:50<06:08,  1.13it/s]
                                                          

  close:  32%|███▏      | 195/612 [02:51<06:08,  1.13it/s]
  close:  32%|███▏      | 196/612 [02:51<05:30,  1.26it/s]
                                                          

  close:  32%|███▏      | 196/612 [02:51<05:30,  1.26it/s]
  close:  32%|███▏      | 197/612 [02:51<05:16,  1.31it/s]
                                                          

  close:  32%|███▏      | 197/612 [02:52<05:16,  1.31it/s]
  close:  32%|███▏      | 198/612 [02:52<05:33,  1.24it/s]
                                                          

  close:  32%|███▏      | 198/612 [02:53<05:33,  1.24it/s]
  close:  33%|███▎      | 199/612 [02:53<06:20,  1.09it/s]
                                                          

  close:  33%|███▎      | 199/612 [02:55<06:20,  1.09it/s]
  close:  33%|███▎      | 200/612 [02:55<07:22,  1.07s/it]
                                                          

  close:  33%|███▎      | 200/612 [02:56<07:22,  1.07s/it]
  close:  33%|███▎      | 201/612 [02:56<07:02,  1.03s/it]
                                                          

  close:  33%|███▎      | 201/612 [02:57<07:02,  1.03s/it]
  close:  33%|███▎      | 202/612 [02:57<06:58,  1.02s/it]
                                                          

  close:  33%|███▎      | 202/612 [02:58<06:58,  1.02s/it]
  close:  33%|███▎      | 203/612 [02:58<07:02,  1.03s/it]
                                                          

  close:  33%|███▎      | 203/612 [02:59<07:02,  1.03s/it]
  close:  33%|███▎      | 204/612 [02:59<07:05,  1.04s/it]
                                                          

  close:  33%|███▎      | 204/612 [03:00<07:05,  1.04s/it]
  close:  33%|███▎      | 205/612 [03:00<07:16,  1.07s/it]
                                                          

  close:  33%|███▎      | 205/612 [03:01<07:16,  1.07s/it]
  close:  34%|███▎      | 206/612 [03:01<06:40,  1.01it/s]
                                                          

  close:  34%|███▎      | 206/612 [03:01<06:40,  1.01it/s]
  close:  34%|███▍      | 207/612 [03:01<06:02,  1.12it/s]
                                                          

  close:  34%|███▍      | 207/612 [03:03<06:02,  1.12it/s]
  close:  34%|███▍      | 208/612 [03:03<07:14,  1.08s/it]
                                                          

  close:  34%|███▍      | 208/612 [03:04<07:14,  1.08s/it]
  close:  34%|███▍      | 209/612 [03:04<07:22,  1.10s/it]
                                                          

  close:  34%|███▍      | 209/612 [03:05<07:22,  1.10s/it]
  close:  34%|███▍      | 210/612 [03:05<06:42,  1.00s/it]
                                                          

  close:  34%|███▍      | 210/612 [03:06<06:42,  1.00s/it]
  close:  34%|███▍      | 211/612 [03:06<06:09,  1.09it/s]
                                                          

  close:  34%|███▍      | 211/612 [03:06<06:09,  1.09it/s]
  close:  35%|███▍      | 212/612 [03:06<06:01,  1.11it/s]
                                                          

  close:  35%|███▍      | 212/612 [03:07<06:01,  1.11it/s]
  close:  35%|███▍      | 213/612 [03:07<06:02,  1.10it/s]
                                                          

  close:  35%|███▍      | 213/612 [03:08<06:02,  1.10it/s]
  close:  35%|███▍      | 214/612 [03:08<05:42,  1.16it/s]
                                                          

  close:  35%|███▍      | 214/612 [03:09<05:42,  1.16it/s]
  close:  35%|███▌      | 215/612 [03:09<05:13,  1.27it/s]
                                                          

  close:  35%|███▌      | 215/612 [03:10<05:13,  1.27it/s]
  close:  35%|███▌      | 216/612 [03:10<05:50,  1.13it/s]
                                                          

  close:  35%|███▌      | 216/612 [03:11<05:50,  1.13it/s]
  close:  35%|███▌      | 217/612 [03:11<05:55,  1.11it/s]
                                                          

  close:  35%|███▌      | 217/612 [03:12<05:55,  1.11it/s]
  close:  36%|███▌      | 218/612 [03:12<05:34,  1.18it/s]
                                                          

  close:  36%|███▌      | 218/612 [03:12<05:34,  1.18it/s]
  close:  36%|███▌      | 219/612 [03:12<05:30,  1.19it/s]
                                                          

  close:  36%|███▌      | 219/612 [03:13<05:30,  1.19it/s]
  close:  36%|███▌      | 220/612 [03:13<05:21,  1.22it/s]
                                                          

  close:  36%|███▌      | 220/612 [03:14<05:21,  1.22it/s]
  close:  36%|███▌      | 221/612 [03:14<05:01,  1.30it/s]
                                                          

  close:  36%|███▌      | 221/612 [03:15<05:01,  1.30it/s]
  close:  36%|███▋      | 222/612 [03:15<05:47,  1.12it/s]
                                                          

  close:  36%|███▋      | 222/612 [03:16<05:47,  1.12it/s]
  close:  36%|███▋      | 223/612 [03:16<05:51,  1.11it/s]
                                                          

  close:  36%|███▋      | 223/612 [03:17<05:51,  1.11it/s]
  close:  37%|███▋      | 224/612 [03:17<05:44,  1.13it/s]
                                                          

  close:  37%|███▋      | 224/612 [03:18<05:44,  1.13it/s]
  close:  37%|███▋      | 225/612 [03:18<05:56,  1.09it/s]
                                                          

  close:  37%|███▋      | 225/612 [03:18<05:56,  1.09it/s]
  close:  37%|███▋      | 226/612 [03:18<05:25,  1.19it/s]
                                                          

  close:  37%|███▋      | 226/612 [03:19<05:25,  1.19it/s]
  close:  37%|███▋      | 227/612 [03:19<04:59,  1.28it/s]
                                                          

  close:  37%|███▋      | 227/612 [03:20<04:59,  1.28it/s]
  close:  37%|███▋      | 228/612 [03:20<05:40,  1.13it/s]
                                                          

  close:  37%|███▋      | 228/612 [03:21<05:40,  1.13it/s]
  close:  37%|███▋      | 229/612 [03:21<06:18,  1.01it/s]
                                                          

  close:  37%|███▋      | 229/612 [03:22<06:18,  1.01it/s]
  close:  38%|███▊      | 230/612 [03:22<04:49,  1.32it/s]
                                                          

  close:  38%|███▊      | 230/612 [03:22<04:49,  1.32it/s]
  close:  38%|███▊      | 231/612 [03:22<03:44,  1.70it/s]
                                                          

  close:  38%|███▊      | 231/612 [03:22<03:44,  1.70it/s]
  close:  38%|███▊      | 232/612 [03:22<03:01,  2.10it/s]
                                                          

  close:  38%|███▊      | 232/612 [03:23<03:01,  2.10it/s]
  close:  38%|███▊      | 233/612 [03:23<03:33,  1.77it/s]
                                                          

  close:  38%|███▊      | 233/612 [03:24<03:33,  1.77it/s]
  close:  38%|███▊      | 234/612 [03:24<03:57,  1.59it/s]
                                                          

  close:  38%|███▊      | 234/612 [03:25<03:57,  1.59it/s]
  close:  38%|███▊      | 235/612 [03:25<04:56,  1.27it/s]
                                                          

  close:  38%|███▊      | 235/612 [03:26<04:56,  1.27it/s]
  close:  39%|███▊      | 236/612 [03:26<04:58,  1.26it/s]
                                                          

  close:  39%|███▊      | 236/612 [03:27<04:58,  1.26it/s]
  close:  39%|███▊      | 237/612 [03:27<05:22,  1.16it/s]
                                                          

  close:  39%|███▊      | 237/612 [03:27<05:22,  1.16it/s]
  close:  39%|███▉      | 238/612 [03:27<04:54,  1.27it/s]
                                                          

  close:  39%|███▉      | 238/612 [03:27<04:54,  1.27it/s]
  close:  39%|███▉      | 239/612 [03:27<03:46,  1.65it/s]
                                                          

  close:  39%|███▉      | 239/612 [03:28<03:46,  1.65it/s]
  close:  39%|███▉      | 240/612 [03:28<03:12,  1.93it/s]
                                                          

  close:  39%|███▉      | 240/612 [03:29<03:12,  1.93it/s]
  close:  39%|███▉      | 241/612 [03:29<04:09,  1.49it/s]
                                                          

  close:  39%|███▉      | 241/612 [03:30<04:09,  1.49it/s]
  close:  40%|███▉      | 242/612 [03:30<04:44,  1.30it/s]
                                                          

  close:  40%|███▉      | 242/612 [03:31<04:44,  1.30it/s]
  close:  40%|███▉      | 243/612 [03:31<04:51,  1.26it/s]
                                                          

  close:  40%|███▉      | 243/612 [03:31<04:51,  1.26it/s]
  close:  40%|███▉      | 244/612 [03:31<04:48,  1.28it/s]
                                                          

  close:  40%|███▉      | 244/612 [03:32<04:48,  1.28it/s]
  close:  40%|████      | 245/612 [03:32<05:07,  1.19it/s]
                                                          

  close:  40%|████      | 245/612 [03:33<05:07,  1.19it/s]
  close:  40%|████      | 246/612 [03:34<05:48,  1.05it/s]
                                                          

  close:  40%|████      | 246/612 [03:34<05:48,  1.05it/s]
  close:  40%|████      | 247/612 [03:34<05:23,  1.13it/s]
                                                          

  close:  40%|████      | 247/612 [03:35<05:23,  1.13it/s]
  close:  41%|████      | 248/612 [03:35<05:34,  1.09it/s]
                                                          

  close:  41%|████      | 248/612 [03:36<05:34,  1.09it/s]
  close:  41%|████      | 249/612 [03:36<04:46,  1.27it/s]
                                                          

  close:  41%|████      | 249/612 [03:37<04:46,  1.27it/s]
  close:  41%|████      | 250/612 [03:37<05:04,  1.19it/s]
                                                          

  close:  41%|████      | 250/612 [03:38<05:04,  1.19it/s]
  close:  41%|████      | 251/612 [03:38<05:05,  1.18it/s]
                                                          

  close:  41%|████      | 251/612 [03:38<05:05,  1.18it/s]
  close:  41%|████      | 252/612 [03:38<05:12,  1.15it/s]
                                                          

  close:  41%|████      | 252/612 [03:39<05:12,  1.15it/s]
  close:  41%|████▏     | 253/612 [03:39<05:08,  1.16it/s]
                                                          

  close:  41%|████▏     | 253/612 [03:40<05:08,  1.16it/s]
  close:  42%|████▏     | 254/612 [03:40<05:16,  1.13it/s]
                                                          

  close:  42%|████▏     | 254/612 [03:41<05:16,  1.13it/s]
  close:  42%|████▏     | 255/612 [03:41<05:30,  1.08it/s]
                                                          

  close:  42%|████▏     | 255/612 [03:42<05:30,  1.08it/s]
  close:  42%|████▏     | 256/612 [03:42<05:19,  1.11it/s]
                                                          

  close:  42%|████▏     | 256/612 [03:43<05:19,  1.11it/s]
  close:  42%|████▏     | 257/612 [03:43<04:57,  1.19it/s]
                                                          

  close:  42%|████▏     | 257/612 [03:44<04:57,  1.19it/s]
  close:  42%|████▏     | 258/612 [03:44<05:49,  1.01it/s]
                                                          

  close:  42%|████▏     | 258/612 [03:45<05:49,  1.01it/s]
  close:  42%|████▏     | 259/612 [03:45<04:48,  1.22it/s]
                                                          

  close:  42%|████▏     | 259/612 [03:46<04:48,  1.22it/s]
  close:  42%|████▏     | 260/612 [03:46<05:49,  1.01it/s]
                                                          

  close:  42%|████▏     | 260/612 [03:46<05:49,  1.01it/s]
  close:  43%|████▎     | 261/612 [03:46<04:45,  1.23it/s]
                                                          

  close:  43%|████▎     | 261/612 [03:47<04:45,  1.23it/s]
  close:  43%|████▎     | 262/612 [03:47<03:44,  1.56it/s]
                                                          

  close:  43%|████▎     | 262/612 [03:47<03:44,  1.56it/s]
  close:  43%|████▎     | 263/612 [03:47<03:58,  1.46it/s]
                                                          

  close:  43%|████▎     | 263/612 [03:48<03:58,  1.46it/s]
  close:  43%|████▎     | 264/612 [03:48<04:42,  1.23it/s]
                                                          

  close:  43%|████▎     | 264/612 [03:49<04:42,  1.23it/s]
  close:  43%|████▎     | 265/612 [03:49<04:50,  1.19it/s]
                                                          

  close:  43%|████▎     | 265/612 [03:51<04:50,  1.19it/s]
  close:  43%|████▎     | 266/612 [03:51<05:49,  1.01s/it]
                                                          

  close:  43%|████▎     | 266/612 [03:52<05:49,  1.01s/it]
  close:  44%|████▎     | 267/612 [03:52<05:40,  1.01it/s]
                                                          

  close:  44%|████▎     | 267/612 [03:53<05:40,  1.01it/s]
  close:  44%|████▍     | 268/612 [03:53<05:25,  1.06it/s]
                                                          

  close:  44%|████▍     | 268/612 [03:53<05:25,  1.06it/s]
  close:  44%|████▍     | 269/612 [03:53<05:22,  1.06it/s]
                                                          

  close:  44%|████▍     | 269/612 [03:54<05:22,  1.06it/s]
  close:  44%|████▍     | 270/612 [03:54<05:24,  1.06it/s]
                                                          

  close:  44%|████▍     | 270/612 [03:56<05:24,  1.06it/s]
  close:  44%|████▍     | 271/612 [03:56<05:35,  1.02it/s]
                                                          

  close:  44%|████▍     | 271/612 [03:57<05:35,  1.02it/s]
  close:  44%|████▍     | 272/612 [03:57<05:36,  1.01it/s]
                                                          

  close:  44%|████▍     | 272/612 [03:57<05:36,  1.01it/s]
  close:  45%|████▍     | 273/612 [03:57<04:54,  1.15it/s]
                                                          

  close:  45%|████▍     | 273/612 [03:58<04:54,  1.15it/s]
  close:  45%|████▍     | 274/612 [03:58<05:35,  1.01it/s]
                                                          

  close:  45%|████▍     | 274/612 [04:00<05:35,  1.01it/s]
  close:  45%|████▍     | 275/612 [04:00<05:54,  1.05s/it]
                                                          

  close:  45%|████▍     | 275/612 [04:00<05:54,  1.05s/it]
  close:  45%|████▌     | 276/612 [04:00<05:34,  1.01it/s]
                                                          

  close:  45%|████▌     | 276/612 [04:01<05:34,  1.01it/s]
  close:  45%|████▌     | 277/612 [04:01<05:34,  1.00it/s]
                                                          

  close:  45%|████▌     | 277/612 [04:02<05:34,  1.00it/s]
  close:  45%|████▌     | 278/612 [04:02<04:59,  1.11it/s]
                                                          

  close:  45%|████▌     | 278/612 [04:03<04:59,  1.11it/s]
  close:  46%|████▌     | 279/612 [04:03<04:30,  1.23it/s]
                                                          

  close:  46%|████▌     | 279/612 [04:04<04:30,  1.23it/s]
  close:  46%|████▌     | 280/612 [04:04<05:18,  1.04it/s]
                                                          

  close:  46%|████▌     | 280/612 [04:05<05:18,  1.04it/s]
  close:  46%|████▌     | 281/612 [04:05<04:55,  1.12it/s]
                                                          

  close:  46%|████▌     | 281/612 [04:05<04:55,  1.12it/s]
  close:  46%|████▌     | 282/612 [04:05<03:54,  1.41it/s]
                                                          

  close:  46%|████▌     | 282/612 [04:06<03:54,  1.41it/s]
  close:  46%|████▌     | 283/612 [04:06<03:36,  1.52it/s]
                                                          

  close:  46%|████▌     | 283/612 [04:07<03:36,  1.52it/s]
  close:  46%|████▋     | 284/612 [04:07<04:12,  1.30it/s]
                                                          

  close:  46%|████▋     | 284/612 [04:08<04:12,  1.30it/s]
  close:  47%|████▋     | 285/612 [04:08<04:58,  1.10it/s]
                                                          

  close:  47%|████▋     | 285/612 [04:09<04:58,  1.10it/s]
  close:  47%|████▋     | 286/612 [04:09<05:07,  1.06it/s]
                                                          

  close:  47%|████▋     | 286/612 [04:10<05:07,  1.06it/s]
  close:  47%|████▋     | 287/612 [04:10<04:52,  1.11it/s]
                                                          

  close:  47%|████▋     | 287/612 [04:10<04:52,  1.11it/s]
  close:  47%|████▋     | 288/612 [04:10<04:35,  1.17it/s]
                                                          

  close:  47%|████▋     | 288/612 [04:11<04:35,  1.17it/s]
  close:  47%|████▋     | 289/612 [04:11<04:07,  1.30it/s]
                                                          

  close:  47%|████▋     | 289/612 [04:11<04:07,  1.30it/s]
  close:  47%|████▋     | 290/612 [04:11<03:26,  1.56it/s]
                                                          

  close:  47%|████▋     | 290/612 [04:12<03:26,  1.56it/s]
  close:  48%|████▊     | 291/612 [04:12<03:50,  1.39it/s]
                                                          

  close:  48%|████▊     | 291/612 [04:13<03:50,  1.39it/s]
  close:  48%|████▊     | 292/612 [04:13<04:07,  1.29it/s]
                                                          

  close:  48%|████▊     | 292/612 [04:14<04:07,  1.29it/s]
  close:  48%|████▊     | 293/612 [04:14<04:04,  1.30it/s]
                                                          

  close:  48%|████▊     | 293/612 [04:15<04:04,  1.30it/s]
  close:  48%|████▊     | 294/612 [04:15<04:03,  1.31it/s]
                                                          

  close:  48%|████▊     | 294/612 [04:16<04:03,  1.31it/s]
  close:  48%|████▊     | 295/612 [04:16<04:18,  1.22it/s]
                                                          

  close:  48%|████▊     | 295/612 [04:16<04:18,  1.22it/s]
  close:  48%|████▊     | 296/612 [04:16<04:20,  1.21it/s]
                                                          

  close:  48%|████▊     | 296/612 [04:17<04:20,  1.21it/s]
  close:  49%|████▊     | 297/612 [04:17<04:13,  1.24it/s]
                                                          

  close:  49%|████▊     | 297/612 [04:18<04:13,  1.24it/s]
  close:  49%|████▊     | 298/612 [04:18<04:30,  1.16it/s]
                                                          

  close:  49%|████▊     | 298/612 [04:19<04:30,  1.16it/s]
  close:  49%|████▉     | 299/612 [04:19<04:13,  1.23it/s]
                                                          

  close:  49%|████▉     | 299/612 [04:19<04:13,  1.23it/s]
  close:  49%|████▉     | 300/612 [04:19<03:54,  1.33it/s]
                                                          

  close:  49%|████▉     | 300/612 [04:20<03:54,  1.33it/s]
  close:  49%|████▉     | 301/612 [04:20<03:04,  1.69it/s]
                                                          

  close:  49%|████▉     | 301/612 [04:21<03:04,  1.69it/s]
  close:  49%|████▉     | 302/612 [04:21<03:57,  1.31it/s]
                                                          
    [O] #887    expected=close    | predicted="Close"
+    [O] #888    expected=close    | predicted="Close"
+    [O] #891    expected=close    | predicted="Close"
+    [O] #899    expected=close    | predicted="close"
+    [O] #914    expected=close    | predicted="Close"
+    [O] #924    expected=close    | predicted="Close"
+    [O] #927    expected=close    | predicted="Close"
+    [O] #928    expected=close    | predicted="close"
+    [X] #932    expected=close    | predicted="soap"
+    [O] #939    expected=close    | predicted="Close"
+    [O] #940    expected=close    | predicted="close"
+    [O] #943    expected=close    | predicted="Close"
+    [O] #945    expected=close    | predicted="Close"
+    [O] #949    expected=close    | predicted="Close"
+    [O] #954    expected=close    | predicted="Close"
+    [O] #961    expected=close    | predicted="close"
+    [O] #972    expected=close    | predicted="Close"
+    [O] #987    expected=close    | predicted="Close"
+    [O] #989    expected=close    | predicted="Close"
+    [O] #992    expected=close    | predicted="Close"
+    [X] #994    expected=close    | predicted="lamp"
+    [O] #1000   expected=close    | predicted="Close"
+    [O] #1003   expected=close    | predicted="Close"
+    [O] #1007   expected=close    | predicted="close"
+    [O] #1017   expected=close    | predicted="Close"
+    [X] #1018   expected=close    | predicted="lamp"
+    [O] #1026   expected=close    | predicted="close"
+    [O] #1029   expected=close    | predicted="Close"
+    [O] #1037   expected=close    | predicted="Close"
+    [O] #1039   expected=close    | predicted="Close"
+    [X] #1043   expected=close    | predicted="chair"
+    [O] #1049   expected=close    | predicted="Close"
+    [O] #1059   expected=close    | predicted="Close"
+    [O] #1066   expected=close    | predicted="Close"
+    [O] #1073   expected=close    | predicted="Close"
+    [O] #1081   expected=close    | predicted="close"
+    [O] #1086   expected=close    | predicted="close"
+    [O] #1097   expected=close    | predicted="Close"
+    [O] #1098   expected=close    | predicted="Close"
+    [O] #1100   expected=close    | predicted="close"
+    [O] #1103   expected=close    | predicted="Close"
+    [O] #1121   expected=close    | predicted="Close"
+    [X] #1139   expected=close    | predicted="cabinet"
+    [O] #1140   expected=close    | predicted="Close"
+    [O] #1149   expected=close    | predicted="Close"
+    [O] #1156   expected=close    | predicted="Close"
+    [O] #1177   expected=close    | predicted="Close"
+    [O] #1178   expected=close    | predicted="Close"
+    [X] #1181   expected=close    | predicted="cup"
+    [O] #1189   expected=close    | predicted="Close"
+    [O] #1191   expected=close    | predicted="Close"
+    [O] #1207   expected=close    | predicted="Close"
+    [O] #1211   expected=close    | predicted="Close"
+    [O] #1212   expected=close    | predicted="Close"
+    [O] #1213   expected=close    | predicted="close"
+    [X] #1214   expected=close    | predicted="candle"
+    [X] #1224   expected=close    | predicted="glassbottle"
+    [O] #1225   expected=close    | predicted="Close"
+    [O] #1244   expected=close    | predicted="close"
+    [O] #1247   expected=close    | predicted="close"
+    [O] #1249   expected=close    | predicted="Close"
+    [O] #1250   expected=close    | predicted="Close"
+    [O] #1252   expected=close    | predicted="Close"
+    [O] #1260   expected=close    | predicted="Close"
+    [O] #1262   expected=close    | predicted="Close"
+    [O] #1264   expected=close    | predicted="Close"
+    [O] #1272   expected=close    | predicted="Close"
+    [O] #1278   expected=close    | predicted="close"
+    [O] #1281   expected=close    | predicted="Close"
+    [O] #1287   expected=close    | predicted="Close"
+    [O] #1292   expected=close    | predicted="close"
+    [O] #1296   expected=close    | predicted="Close"
+    [O] #1300   expected=close    | predicted="Close"
+    [O] #1301   expected=close    | predicted="close"
+    [O] #1306   expected=close    | predicted="close"
+    [O] #1328   expected=close    | predicted="close"
+    [O] #1329   expected=close    | predicted="close"
+    [O] #1337   expected=close    | predicted="Close"
+    [O] #1341   expected=close    | predicted="Close"
+    [O] #1345   expected=close    | predicted="Close"
+    [O] #1349   expected=close    | predicted="Close"
+    [X] #1360   expected=close    | predicted="soapbar"
+    [O] #1372   expected=close    | predicted="close"
+    [O] #1376   expected=close    | predicted="close"
+    [O] #1378   expected=close    | predicted="close"
+    [O] #1379   expected=close    | predicted="Close"
+    [O] #1381   expected=close    | predicted="Close"
+    [O] #1390   expected=close    | predicted="Close"
+    [O] #1393   expected=close    | predicted="close"
+    [O] #1404   expected=close    | predicted="Close"
+    [O] #1407   expected=close    | predicted="Close"
+    [O] #1411   expected=close    | predicted="Close"
+    [O] #1416   expected=close    | predicted="Close"
+    [O] #1418   expected=close    | predicted="Close"
+    [O] #1419   expected=close    | predicted="Close"
+    [O] #1422   expected=close    | predicted="Close"
+    [O] #1428   expected=close    | predicted="close"
+    [O] #1433   expected=close    | predicted="Close"
+    [O] #1442   expected=close    | predicted="Close"
+    [O] #1447   expected=close    | predicted="close"
+    [X] #1454   expected=close    | predicted="glassbottle"
+    [O] #1466   expected=close    | predicted="close"
+    [O] #1489   expected=close    | predicted="Close"
+    [O] #1495   expected=close    | predicted="Close"
+    [O] #1500   expected=close    | predicted="close"
+    [O] #1502   expected=close    | predicted="Close"
+    [O] #1503   expected=close    | predicted="Close"
+    [O] #1505   expected=close    | predicted="Close"
+    [X] #1522   expected=close    | predicted="soapbottle"
+    [O] #1525   expected=close    | predicted="Close"
+    [O] #1530   expected=close    | predicted="Close"
+    [O] #1532   expected=close    | predicted="Close"
+    [O] #1540   expected=close    | predicted="Close"
+    [O] #1545   expected=close    | predicted="Close"
+    [X] #1557   expected=close    | predicted="soapbottle"
+    [O] #1559   expected=close    | predicted="Close"
+    [O] #1561   expected=close    | predicted="Close"
+    [O] #1567   expected=close    | predicted="Close"
+    [O] #1569   expected=close    | predicted="close"
+    [O] #1571   expected=close    | predicted="Close"
+    [O] #1579   expected=close    | predicted="Close"
+    [O] #1581   expected=close    | predicted="close"
+    [O] #1586   expected=close    | predicted="Close"
+    [O] #1607   expected=close    | predicted="Close"
+    [O] #1612   expected=close    | predicted="Close"
+    [O] #1613   expected=close    | predicted="Close"
+    [O] #1621   expected=close    | predicted="close"
+    [O] #1623   expected=close    | predicted="close"
+    [O] #1625   expected=close    | predicted="Close"
+    [O] #1629   expected=close    | predicted="close"
+    [O] #1630   expected=close    | predicted="Close"
+    [O] #1642   expected=close    | predicted="Close"
+    [O] #1648   expected=close    | predicted="Close"
+    [O] #1650   expected=close    | predicted="Close"
+    [O] #1651   expected=close    | predicted="Close"
+    [X] #1652   expected=close    | predicted="cup"
+    [O] #1659   expected=close    | predicted="Close"
+    [O] #1682   expected=close    | predicted="Close"
+    [O] #1687   expected=close    | predicted="Close"
+    [O] #1688   expected=close    | predicted="Close"
+    [O] #1692   expected=close    | predicted="Close"
+    [O] #1697   expected=close    | predicted="Close"
+    [O] #1700   expected=close    | predicted="close"
+    [O] #1706   expected=close    | predicted="Close"
+    [O] #1707   expected=close    | predicted="Close"
+    [O] #1725   expected=close    | predicted="Close"
+    [O] #1728   expected=close    | predicted="Close"
+    [O] #1732   expected=close    | predicted="Close"
+    [O] #1741   expected=close    | predicted="Close"
+    [O] #1742   expected=close    | predicted="close"
+    [O] #1763   expected=close    | predicted="Close"
+
  close:  49%|████▉     | 302/612 [04:22<03:57,  1.31it/s]
  close:  50%|████▉     | 303/612 [04:22<04:28,  1.15it/s]
                                                          

  close:  50%|████▉     | 303/612 [04:23<04:28,  1.15it/s]
  close:  50%|████▉     | 304/612 [04:23<04:14,  1.21it/s]
                                                          

  close:  50%|████▉     | 304/612 [04:23<04:14,  1.21it/s]
  close:  50%|████▉     | 305/612 [04:23<03:37,  1.41it/s]
                                                          

  close:  50%|████▉     | 305/612 [04:24<03:37,  1.41it/s]
  close:  50%|█████     | 306/612 [04:24<03:35,  1.42it/s]
                                                          

  close:  50%|█████     | 306/612 [04:24<03:35,  1.42it/s]
  close:  50%|█████     | 307/612 [04:24<03:24,  1.49it/s]
                                                          

  close:  50%|█████     | 307/612 [04:26<03:24,  1.49it/s]
  close:  50%|█████     | 308/612 [04:26<04:05,  1.24it/s]
                                                          

  close:  50%|█████     | 308/612 [04:26<04:05,  1.24it/s]
  close:  50%|█████     | 309/612 [04:26<03:59,  1.27it/s]
                                                          

  close:  50%|█████     | 309/612 [04:27<03:59,  1.27it/s]
  close:  51%|█████     | 310/612 [04:27<04:22,  1.15it/s]
                                                          

  close:  51%|█████     | 310/612 [04:28<04:22,  1.15it/s]
  close:  51%|█████     | 311/612 [04:28<04:04,  1.23it/s]
                                                          

  close:  51%|█████     | 311/612 [04:29<04:04,  1.23it/s]
  close:  51%|█████     | 312/612 [04:29<04:01,  1.24it/s]
                                                          

  close:  51%|█████     | 312/612 [04:30<04:01,  1.24it/s]
  close:  51%|█████     | 313/612 [04:30<04:36,  1.08it/s]
                                                          

  close:  51%|█████     | 313/612 [04:31<04:36,  1.08it/s]
  close:  51%|█████▏    | 314/612 [04:31<04:48,  1.03it/s]
                                                          

  close:  51%|█████▏    | 314/612 [04:32<04:48,  1.03it/s]
  close:  51%|█████▏    | 315/612 [04:32<04:22,  1.13it/s]
                                                          

  close:  51%|█████▏    | 315/612 [04:32<04:22,  1.13it/s]
  close:  52%|█████▏    | 316/612 [04:32<03:47,  1.30it/s]
                                                          

  close:  52%|█████▏    | 316/612 [04:33<03:47,  1.30it/s]
  close:  52%|█████▏    | 317/612 [04:33<03:24,  1.44it/s]
                                                          

  close:  52%|█████▏    | 317/612 [04:33<03:24,  1.44it/s]
  close:  52%|█████▏    | 318/612 [04:33<03:10,  1.55it/s]
                                                          

  close:  52%|█████▏    | 318/612 [04:34<03:10,  1.55it/s]
  close:  52%|█████▏    | 319/612 [04:34<03:29,  1.40it/s]
                                                          

  close:  52%|█████▏    | 319/612 [04:35<03:29,  1.40it/s]
  close:  52%|█████▏    | 320/612 [04:35<03:38,  1.33it/s]
                                                          

  close:  52%|█████▏    | 320/612 [04:36<03:38,  1.33it/s]
  close:  52%|█████▏    | 321/612 [04:36<03:44,  1.30it/s]
                                                          

  close:  52%|█████▏    | 321/612 [04:37<03:44,  1.30it/s]
  close:  53%|█████▎    | 322/612 [04:37<03:52,  1.25it/s]
                                                          

  close:  53%|█████▎    | 322/612 [04:37<03:52,  1.25it/s]
  close:  53%|█████▎    | 323/612 [04:37<03:39,  1.32it/s]
                                                          

  close:  53%|█████▎    | 323/612 [04:38<03:39,  1.32it/s]
  close:  53%|█████▎    | 324/612 [04:38<04:05,  1.17it/s]
                                                          

  close:  53%|█████▎    | 324/612 [04:40<04:05,  1.17it/s]
  close:  53%|█████▎    | 325/612 [04:40<04:28,  1.07it/s]
                                                          

  close:  53%|█████▎    | 325/612 [04:40<04:28,  1.07it/s]
  close:  53%|█████▎    | 326/612 [04:40<04:06,  1.16it/s]
                                                          

  close:  53%|█████▎    | 326/612 [04:41<04:06,  1.16it/s]
  close:  53%|█████▎    | 327/612 [04:41<03:58,  1.19it/s]
                                                          

  close:  53%|█████▎    | 327/612 [04:42<03:58,  1.19it/s]
  close:  54%|█████▎    | 328/612 [04:42<03:30,  1.35it/s]
                                                          

  close:  54%|█████▎    | 328/612 [04:42<03:30,  1.35it/s]
  close:  54%|█████▍    | 329/612 [04:42<03:03,  1.54it/s]
                                                          

  close:  54%|█████▍    | 329/612 [04:43<03:03,  1.54it/s]
  close:  54%|█████▍    | 330/612 [04:43<03:29,  1.35it/s]
                                                          

  close:  54%|█████▍    | 330/612 [04:44<03:29,  1.35it/s]
  close:  54%|█████▍    | 331/612 [04:44<03:24,  1.37it/s]
                                                          

  close:  54%|█████▍    | 331/612 [04:44<03:24,  1.37it/s]
  close:  54%|█████▍    | 332/612 [04:44<03:03,  1.53it/s]
                                                          

  close:  54%|█████▍    | 332/612 [04:45<03:03,  1.53it/s]
  close:  54%|█████▍    | 333/612 [04:45<03:12,  1.45it/s]
                                                          

  close:  54%|█████▍    | 333/612 [04:46<03:12,  1.45it/s]
  close:  55%|█████▍    | 334/612 [04:46<03:21,  1.38it/s]
                                                          

  close:  55%|█████▍    | 334/612 [04:47<03:21,  1.38it/s]
  close:  55%|█████▍    | 335/612 [04:47<03:43,  1.24it/s]
                                                          

  close:  55%|█████▍    | 335/612 [04:48<03:43,  1.24it/s]
  close:  55%|█████▍    | 336/612 [04:48<04:02,  1.14it/s]
                                                          

  close:  55%|█████▍    | 336/612 [04:49<04:02,  1.14it/s]
  close:  55%|█████▌    | 337/612 [04:49<03:57,  1.16it/s]
                                                          

  close:  55%|█████▌    | 337/612 [04:49<03:57,  1.16it/s]
  close:  55%|█████▌    | 338/612 [04:49<03:50,  1.19it/s]
                                                          

  close:  55%|█████▌    | 338/612 [04:50<03:50,  1.19it/s]
  close:  55%|█████▌    | 339/612 [04:50<04:03,  1.12it/s]
                                                          

  close:  55%|█████▌    | 339/612 [04:52<04:03,  1.12it/s]
  close:  56%|█████▌    | 340/612 [04:52<04:27,  1.02it/s]
                                                          

  close:  56%|█████▌    | 340/612 [04:52<04:27,  1.02it/s]
  close:  56%|█████▌    | 341/612 [04:52<04:05,  1.10it/s]
                                                          

  close:  56%|█████▌    | 341/612 [04:53<04:05,  1.10it/s]
  close:  56%|█████▌    | 342/612 [04:53<03:35,  1.25it/s]
                                                          

  close:  56%|█████▌    | 342/612 [04:53<03:35,  1.25it/s]
  close:  56%|█████▌    | 343/612 [04:53<03:19,  1.35it/s]
                                                          

  close:  56%|█████▌    | 343/612 [04:54<03:19,  1.35it/s]
  close:  56%|█████▌    | 344/612 [04:54<03:28,  1.29it/s]
                                                          

  close:  56%|█████▌    | 344/612 [04:55<03:28,  1.29it/s]
  close:  56%|█████▋    | 345/612 [04:55<03:40,  1.21it/s]
                                                          

  close:  56%|█████▋    | 345/612 [04:56<03:40,  1.21it/s]
  close:  57%|█████▋    | 346/612 [04:56<03:45,  1.18it/s]
                                                          

  close:  57%|█████▋    | 346/612 [04:57<03:45,  1.18it/s]
  close:  57%|█████▋    | 347/612 [04:57<03:47,  1.16it/s]
                                                          

  close:  57%|█████▋    | 347/612 [04:58<03:47,  1.16it/s]
  close:  57%|█████▋    | 348/612 [04:58<03:27,  1.27it/s]
                                                          

  close:  57%|█████▋    | 348/612 [04:59<03:27,  1.27it/s]
  close:  57%|█████▋    | 349/612 [04:59<03:52,  1.13it/s]
                                                          

  close:  57%|█████▋    | 349/612 [04:59<03:52,  1.13it/s]
  close:  57%|█████▋    | 350/612 [04:59<03:22,  1.29it/s]
                                                          

  close:  57%|█████▋    | 350/612 [05:00<03:22,  1.29it/s]
  close:  57%|█████▋    | 351/612 [05:00<03:28,  1.25it/s]
                                                          

  close:  57%|█████▋    | 351/612 [05:01<03:28,  1.25it/s]
  close:  58%|█████▊    | 352/612 [05:01<03:35,  1.21it/s]
                                                          

  close:  58%|█████▊    | 352/612 [05:02<03:35,  1.21it/s]
  close:  58%|█████▊    | 353/612 [05:02<03:19,  1.30it/s]
                                                          

  close:  58%|█████▊    | 353/612 [05:02<03:19,  1.30it/s]
  close:  58%|█████▊    | 354/612 [05:02<03:16,  1.32it/s]
                                                          

  close:  58%|█████▊    | 354/612 [05:04<03:16,  1.32it/s]
  close:  58%|█████▊    | 355/612 [05:04<03:49,  1.12it/s]
                                                          

  close:  58%|█████▊    | 355/612 [05:05<03:49,  1.12it/s]
  close:  58%|█████▊    | 356/612 [05:05<04:03,  1.05it/s]
                                                          

  close:  58%|█████▊    | 356/612 [05:05<04:03,  1.05it/s]
  close:  58%|█████▊    | 357/612 [05:05<03:15,  1.31it/s]
                                                          

  close:  58%|█████▊    | 357/612 [05:05<03:15,  1.31it/s]
  close:  58%|█████▊    | 358/612 [05:05<02:43,  1.55it/s]
                                                          

  close:  58%|█████▊    | 358/612 [05:06<02:43,  1.55it/s]
  close:  59%|█████▊    | 359/612 [05:06<03:00,  1.40it/s]
                                                          

  close:  59%|█████▊    | 359/612 [05:07<03:00,  1.40it/s]
  close:  59%|█████▉    | 360/612 [05:07<03:01,  1.39it/s]
                                                          

  close:  59%|█████▉    | 360/612 [05:07<03:01,  1.39it/s]
  close:  59%|█████▉    | 361/612 [05:07<02:34,  1.62it/s]
                                                          

  close:  59%|█████▉    | 361/612 [05:08<02:34,  1.62it/s]
  close:  59%|█████▉    | 362/612 [05:08<02:42,  1.54it/s]
                                                          

  close:  59%|█████▉    | 362/612 [05:09<02:42,  1.54it/s]
  close:  59%|█████▉    | 363/612 [05:09<02:33,  1.62it/s]
                                                          

  close:  59%|█████▉    | 363/612 [05:09<02:33,  1.62it/s]
  close:  59%|█████▉    | 364/612 [05:09<02:45,  1.49it/s]
                                                          

  close:  59%|█████▉    | 364/612 [05:10<02:45,  1.49it/s]
  close:  60%|█████▉    | 365/612 [05:10<02:58,  1.38it/s]
                                                          

  close:  60%|█████▉    | 365/612 [05:11<02:58,  1.38it/s]
  close:  60%|█████▉    | 366/612 [05:11<03:22,  1.22it/s]
                                                          

  close:  60%|█████▉    | 366/612 [05:12<03:22,  1.22it/s]
  close:  60%|█████▉    | 367/612 [05:12<03:12,  1.27it/s]
                                                          

  close:  60%|█████▉    | 367/612 [05:13<03:12,  1.27it/s]
  close:  60%|██████    | 368/612 [05:13<03:12,  1.27it/s]
                                                          

  close:  60%|██████    | 368/612 [05:14<03:12,  1.27it/s]
  close:  60%|██████    | 369/612 [05:14<03:01,  1.34it/s]
                                                          

  close:  60%|██████    | 369/612 [05:14<03:01,  1.34it/s]
  close:  60%|██████    | 370/612 [05:14<03:15,  1.24it/s]
                                                          

  close:  60%|██████    | 370/612 [05:15<03:15,  1.24it/s]
  close:  61%|██████    | 371/612 [05:15<03:23,  1.18it/s]
                                                          

  close:  61%|██████    | 371/612 [05:16<03:23,  1.18it/s]
  close:  61%|██████    | 372/612 [05:16<03:22,  1.18it/s]
                                                          

  close:  61%|██████    | 372/612 [05:17<03:22,  1.18it/s]
  close:  61%|██████    | 373/612 [05:17<03:13,  1.23it/s]
                                                          

  close:  61%|██████    | 373/612 [05:18<03:13,  1.23it/s]
  close:  61%|██████    | 374/612 [05:18<03:03,  1.29it/s]
                                                          

  close:  61%|██████    | 374/612 [05:18<03:03,  1.29it/s]
  close:  61%|██████▏   | 375/612 [05:18<02:59,  1.32it/s]
                                                          

  close:  61%|██████▏   | 375/612 [05:19<02:59,  1.32it/s]
  close:  61%|██████▏   | 376/612 [05:19<03:04,  1.28it/s]
                                                          

  close:  61%|██████▏   | 376/612 [05:20<03:04,  1.28it/s]
  close:  62%|██████▏   | 377/612 [05:20<03:09,  1.24it/s]
                                                          

  close:  62%|██████▏   | 377/612 [05:21<03:09,  1.24it/s]
  close:  62%|██████▏   | 378/612 [05:21<03:31,  1.11it/s]
                                                          

  close:  62%|██████▏   | 378/612 [05:22<03:31,  1.11it/s]
  close:  62%|██████▏   | 379/612 [05:22<03:32,  1.10it/s]
                                                          

  close:  62%|██████▏   | 379/612 [05:23<03:32,  1.10it/s]
  close:  62%|██████▏   | 380/612 [05:23<03:16,  1.18it/s]
                                                          

  close:  62%|██████▏   | 380/612 [05:24<03:16,  1.18it/s]
  close:  62%|██████▏   | 381/612 [05:24<03:09,  1.22it/s]
                                                          

  close:  62%|██████▏   | 381/612 [05:25<03:09,  1.22it/s]
  close:  62%|██████▏   | 382/612 [05:25<03:15,  1.18it/s]
                                                          

  close:  62%|██████▏   | 382/612 [05:25<03:15,  1.18it/s]
  close:  63%|██████▎   | 383/612 [05:25<03:07,  1.22it/s]
                                                          

  close:  63%|██████▎   | 383/612 [05:26<03:07,  1.22it/s]
  close:  63%|██████▎   | 384/612 [05:26<02:54,  1.31it/s]
                                                          

  close:  63%|██████▎   | 384/612 [05:27<02:54,  1.31it/s]
  close:  63%|██████▎   | 385/612 [05:27<03:04,  1.23it/s]
                                                          

  close:  63%|██████▎   | 385/612 [05:27<03:04,  1.23it/s]
  close:  63%|██████▎   | 386/612 [05:27<02:52,  1.31it/s]
                                                          

  close:  63%|██████▎   | 386/612 [05:28<02:52,  1.31it/s]
  close:  63%|██████▎   | 387/612 [05:28<02:42,  1.38it/s]
                                                          

  close:  63%|██████▎   | 387/612 [05:29<02:42,  1.38it/s]
  close:  63%|██████▎   | 388/612 [05:29<03:16,  1.14it/s]
                                                          

  close:  63%|██████▎   | 388/612 [05:30<03:16,  1.14it/s]
  close:  64%|██████▎   | 389/612 [05:30<03:12,  1.16it/s]
                                                          

  close:  64%|██████▎   | 389/612 [05:31<03:12,  1.16it/s]
  close:  64%|██████▎   | 390/612 [05:31<03:05,  1.19it/s]
                                                          

  close:  64%|██████▎   | 390/612 [05:31<03:05,  1.19it/s]
  close:  64%|██████▍   | 391/612 [05:31<02:42,  1.36it/s]
                                                          

  close:  64%|██████▍   | 391/612 [05:32<02:42,  1.36it/s]
  close:  64%|██████▍   | 392/612 [05:32<02:18,  1.59it/s]
                                                          

  close:  64%|██████▍   | 392/612 [05:33<02:18,  1.59it/s]
  close:  64%|██████▍   | 393/612 [05:33<02:43,  1.34it/s]
                                                          

  close:  64%|██████▍   | 393/612 [05:33<02:43,  1.34it/s]
  close:  64%|██████▍   | 394/612 [05:33<02:25,  1.50it/s]
                                                          

  close:  64%|██████▍   | 394/612 [05:34<02:25,  1.50it/s]
  close:  65%|██████▍   | 395/612 [05:34<01:58,  1.83it/s]
                                                          

  close:  65%|██████▍   | 395/612 [05:34<01:58,  1.83it/s]
  close:  65%|██████▍   | 396/612 [05:34<02:15,  1.59it/s]
                                                          

  close:  65%|██████▍   | 396/612 [05:35<02:15,  1.59it/s]
  close:  65%|██████▍   | 397/612 [05:35<02:27,  1.46it/s]
                                                          

  close:  65%|██████▍   | 397/612 [05:36<02:27,  1.46it/s]
  close:  65%|██████▌   | 398/612 [05:36<02:27,  1.45it/s]
                                                          

  close:  65%|██████▌   | 398/612 [05:37<02:27,  1.45it/s]
  close:  65%|██████▌   | 399/612 [05:37<02:18,  1.54it/s]
                                                          

  close:  65%|██████▌   | 399/612 [05:38<02:18,  1.54it/s]
  close:  65%|██████▌   | 400/612 [05:38<02:54,  1.21it/s]
                                                          

  close:  65%|██████▌   | 400/612 [05:39<02:54,  1.21it/s]
  close:  66%|██████▌   | 401/612 [05:39<02:50,  1.24it/s]
                                                          

  close:  66%|██████▌   | 401/612 [05:40<02:50,  1.24it/s]
  close:  66%|██████▌   | 402/612 [05:40<03:08,  1.11it/s]
                                                          

  close:  66%|██████▌   | 402/612 [05:40<03:08,  1.11it/s]
  close:  66%|██████▌   | 403/612 [05:40<03:01,  1.15it/s]
                                                          

  close:  66%|██████▌   | 403/612 [05:41<03:01,  1.15it/s]
  close:  66%|██████▌   | 404/612 [05:41<02:46,  1.25it/s]
                                                          

  close:  66%|██████▌   | 404/612 [05:42<02:46,  1.25it/s]
  close:  66%|██████▌   | 405/612 [05:42<03:15,  1.06it/s]
                                                          

  close:  66%|██████▌   | 405/612 [05:44<03:15,  1.06it/s]
  close:  66%|██████▋   | 406/612 [05:44<03:44,  1.09s/it]
                                                          

  close:  66%|██████▋   | 406/612 [05:44<03:44,  1.09s/it]
  close:  67%|██████▋   | 407/612 [05:44<03:06,  1.10it/s]
                                                          

  close:  67%|██████▋   | 407/612 [05:45<03:06,  1.10it/s]
  close:  67%|██████▋   | 408/612 [05:45<02:31,  1.35it/s]
                                                          

  close:  67%|██████▋   | 408/612 [05:46<02:31,  1.35it/s]
  close:  67%|██████▋   | 409/612 [05:46<02:41,  1.26it/s]
                                                          

  close:  67%|██████▋   | 409/612 [05:47<02:41,  1.26it/s]
  close:  67%|██████▋   | 410/612 [05:47<02:56,  1.14it/s]
                                                          

  close:  67%|██████▋   | 410/612 [05:47<02:56,  1.14it/s]
  close:  67%|██████▋   | 411/612 [05:47<02:24,  1.39it/s]
                                                          

  close:  67%|██████▋   | 411/612 [05:47<02:24,  1.39it/s]
  close:  67%|██████▋   | 412/612 [05:47<02:12,  1.51it/s]
                                                          

  close:  67%|██████▋   | 412/612 [05:49<02:12,  1.51it/s]
  close:  67%|██████▋   | 413/612 [05:49<02:56,  1.13it/s]
                                                          

  close:  67%|██████▋   | 413/612 [05:50<02:56,  1.13it/s]
  close:  68%|██████▊   | 414/612 [05:50<03:00,  1.10it/s]
                                                          

  close:  68%|██████▊   | 414/612 [05:51<03:00,  1.10it/s]
  close:  68%|██████▊   | 415/612 [05:51<03:10,  1.04it/s]
                                                          

  close:  68%|██████▊   | 415/612 [05:52<03:10,  1.04it/s]
  close:  68%|██████▊   | 416/612 [05:52<03:36,  1.10s/it]
                                                          

  close:  68%|██████▊   | 416/612 [05:53<03:36,  1.10s/it]
  close:  68%|██████▊   | 417/612 [05:53<03:31,  1.08s/it]
                                                          

  close:  68%|██████▊   | 417/612 [05:54<03:31,  1.08s/it]
  close:  68%|██████▊   | 418/612 [05:54<03:19,  1.03s/it]
                                                          

  close:  68%|██████▊   | 418/612 [05:55<03:19,  1.03s/it]
  close:  68%|██████▊   | 419/612 [05:55<03:09,  1.02it/s]
                                                          

  close:  68%|██████▊   | 419/612 [05:56<03:09,  1.02it/s]
  close:  69%|██████▊   | 420/612 [05:56<03:05,  1.04it/s]
                                                          

  close:  69%|██████▊   | 420/612 [05:57<03:05,  1.04it/s]
  close:  69%|██████▉   | 421/612 [05:57<03:02,  1.04it/s]
                                                          

  close:  69%|██████▉   | 421/612 [05:58<03:02,  1.04it/s]
  close:  69%|██████▉   | 422/612 [05:58<03:00,  1.05it/s]
                                                          

  close:  69%|██████▉   | 422/612 [05:59<03:00,  1.05it/s]
  close:  69%|██████▉   | 423/612 [05:59<03:16,  1.04s/it]
                                                          

  close:  69%|██████▉   | 423/612 [06:00<03:16,  1.04s/it]
  close:  69%|██████▉   | 424/612 [06:00<03:23,  1.08s/it]
                                                          

  close:  69%|██████▉   | 424/612 [06:02<03:23,  1.08s/it]
  close:  69%|██████▉   | 425/612 [06:02<03:55,  1.26s/it]
                                                          

  close:  69%|██████▉   | 425/612 [06:03<03:55,  1.26s/it]
  close:  70%|██████▉   | 426/612 [06:03<03:33,  1.15s/it]
                                                          

  close:  70%|██████▉   | 426/612 [06:04<03:33,  1.15s/it]
  close:  70%|██████▉   | 427/612 [06:04<03:03,  1.01it/s]
                                                          

  close:  70%|██████▉   | 427/612 [06:05<03:03,  1.01it/s]
  close:  70%|██████▉   | 428/612 [06:05<03:20,  1.09s/it]
                                                          

  close:  70%|██████▉   | 428/612 [06:06<03:20,  1.09s/it]
  close:  70%|███████   | 429/612 [06:06<03:24,  1.12s/it]
                                                          

  close:  70%|███████   | 429/612 [06:07<03:24,  1.12s/it]
  close:  70%|███████   | 430/612 [06:07<03:26,  1.13s/it]
                                                          

  close:  70%|███████   | 430/612 [06:09<03:26,  1.13s/it]
  close:  70%|███████   | 431/612 [06:09<03:58,  1.32s/it]
                                                          

  close:  70%|███████   | 431/612 [06:10<03:58,  1.32s/it]
  close:  71%|███████   | 432/612 [06:10<03:31,  1.18s/it]
                                                          

  close:  71%|███████   | 432/612 [06:11<03:31,  1.18s/it]
  close:  71%|███████   | 433/612 [06:11<03:25,  1.15s/it]
                                                          

  close:  71%|███████   | 433/612 [06:12<03:25,  1.15s/it]
  close:  71%|███████   | 434/612 [06:12<03:37,  1.22s/it]
                                                          

  close:  71%|███████   | 434/612 [06:13<03:37,  1.22s/it]
  close:  71%|███████   | 435/612 [06:13<03:24,  1.16s/it]
                                                          

  close:  71%|███████   | 435/612 [06:14<03:24,  1.16s/it]
  close:  71%|███████   | 436/612 [06:14<03:19,  1.13s/it]
                                                          

  close:  71%|███████   | 436/612 [06:15<03:19,  1.13s/it]
  close:  71%|███████▏  | 437/612 [06:15<03:04,  1.05s/it]
                                                          

  close:  71%|███████▏  | 437/612 [06:17<03:04,  1.05s/it]
  close:  72%|███████▏  | 438/612 [06:17<03:14,  1.12s/it]
                                                          

  close:  72%|███████▏  | 438/612 [06:18<03:14,  1.12s/it]
  close:  72%|███████▏  | 439/612 [06:18<03:13,  1.12s/it]
                                                          

  close:  72%|███████▏  | 439/612 [06:19<03:13,  1.12s/it]
  close:  72%|███████▏  | 440/612 [06:19<03:18,  1.15s/it]
                                                          

  close:  72%|███████▏  | 440/612 [06:20<03:18,  1.15s/it]
  close:  72%|███████▏  | 441/612 [06:20<03:18,  1.16s/it]
                                                          

  close:  72%|███████▏  | 441/612 [06:21<03:18,  1.16s/it]
  close:  72%|███████▏  | 442/612 [06:21<03:30,  1.24s/it]
                                                          

  close:  72%|███████▏  | 442/612 [06:23<03:30,  1.24s/it]
  close:  72%|███████▏  | 443/612 [06:23<03:34,  1.27s/it]
                                                          

  close:  72%|███████▏  | 443/612 [06:24<03:34,  1.27s/it]
  close:  73%|███████▎  | 444/612 [06:24<03:28,  1.24s/it]
                                                          

  close:  73%|███████▎  | 444/612 [06:25<03:28,  1.24s/it]
  close:  73%|███████▎  | 445/612 [06:25<03:36,  1.29s/it]
                                                          

  close:  73%|███████▎  | 445/612 [06:27<03:36,  1.29s/it]
  close:  73%|███████▎  | 446/612 [06:27<03:33,  1.29s/it]
                                                          

  close:  73%|███████▎  | 446/612 [06:28<03:33,  1.29s/it]
  close:  73%|███████▎  | 447/612 [06:28<03:17,  1.20s/it]
                                                          

  close:  73%|███████▎  | 447/612 [06:29<03:17,  1.20s/it]
  close:  73%|███████▎  | 448/612 [06:29<03:21,  1.23s/it]
                                                          

  close:  73%|███████▎  | 448/612 [06:30<03:21,  1.23s/it]
  close:  73%|███████▎  | 449/612 [06:30<03:30,  1.29s/it]
                                                          

  close:  73%|███████▎  | 449/612 [06:32<03:30,  1.29s/it]
  close:  74%|███████▎  | 450/612 [06:32<03:23,  1.26s/it]
                                                          

  close:  74%|███████▎  | 450/612 [06:33<03:23,  1.26s/it]
  close:  74%|███████▎  | 451/612 [06:33<03:09,  1.18s/it]
                                                          

  close:  74%|███████▎  | 451/612 [06:33<03:09,  1.18s/it]
  close:  74%|███████▍  | 452/612 [06:33<02:53,  1.09s/it]
                                                          

  close:  74%|███████▍  | 452/612 [06:35<02:53,  1.09s/it]
  close:  74%|███████▍  | 453/612 [06:35<02:50,  1.07s/it]
                                                          
    [O] #1767   expected=close    | predicted="Close"
+    [O] #1775   expected=close    | predicted="Close"
+    [O] #1782   expected=close    | predicted="close"
+    [O] #1795   expected=close    | predicted="Close"
+    [O] #1799   expected=close    | predicted="Close"
+    [O] #1802   expected=close    | predicted="close"
+    [O] #1806   expected=close    | predicted="Close"
+    [O] #1807   expected=close    | predicted="Close"
+    [O] #1809   expected=close    | predicted="close"
+    [O] #1811   expected=close    | predicted="Close"
+    [O] #1812   expected=close    | predicted="close"
+    [O] #1814   expected=close    | predicted="close"
+    [X] #1815   expected=close    | predicted="cup"
+    [O] #1816   expected=close    | predicted="Close"
+    [X] #1817   expected=close    | predicted="cup"
+    [O] #1823   expected=close    | predicted="close"
+    [O] #1824   expected=close    | predicted="Close"
+    [O] #1825   expected=close    | predicted="Close"
+    [O] #1833   expected=close    | predicted="Close"
+    [X] #1843   expected=close    | predicted="pillow"
+    [O] #1844   expected=close    | predicted="Close"
+    [O] #1860   expected=close    | predicted="Close"
+    [O] #1865   expected=close    | predicted="Close"
+    [O] #1871   expected=close    | predicted="Close"
+    [O] #1872   expected=close    | predicted="Close"
+    [O] #1879   expected=close    | predicted="Close"
+    [O] #1881   expected=close    | predicted="Close"
+    [O] #1887   expected=close    | predicted="Close"
+    [O] #1890   expected=close    | predicted="Close"
+    [X] #1898   expected=close    | predicted="cup"
+    [O] #1900   expected=close    | predicted="Close"
+    [O] #1901   expected=close    | predicted="Close"
+    [O] #1902   expected=close    | predicted="Close"
+    [O] #1914   expected=close    | predicted="Close"
+    [O] #1927   expected=close    | predicted="Close"
+    [O] #1935   expected=close    | predicted="close"
+    [O] #1944   expected=close    | predicted="close"
+    [O] #1949   expected=close    | predicted="Close"
+    [O] #1951   expected=close    | predicted="close"
+    [O] #1963   expected=close    | predicted="close"
+    [O] #1979   expected=close    | predicted="Close"
+    [O] #1980   expected=close    | predicted="close"
+    [O] #1984   expected=close    | predicted="Close"
+    [O] #1994   expected=close    | predicted="Close"
+    [O] #2004   expected=close    | predicted="Close"
+    [O] #2005   expected=close    | predicted="close"
+    [O] #2006   expected=close    | predicted="Close"
+    [O] #2009   expected=close    | predicted="close"
+    [O] #2012   expected=close    | predicted="Close"
+    [O] #2015   expected=close    | predicted="close"
+    [O] #2022   expected=close    | predicted="Close"
+    [O] #2031   expected=close    | predicted="Close"
+    [O] #2056   expected=close    | predicted="close"
+    [O] #2060   expected=close    | predicted="Close"
+    [O] #2062   expected=close    | predicted="close"
+    [O] #2069   expected=close    | predicted="Close"
+    [O] #2073   expected=close    | predicted="Close"
+    [O] #2079   expected=close    | predicted="Close"
+    [X] #2082   expected=close    | predicted="window"
+    [X] #2085   expected=close    | predicted="soapbar"
+    [O] #2095   expected=close    | predicted="close"
+    [O] #2096   expected=close    | predicted="Close"
+    [O] #2108   expected=close    | predicted="close"
+    [O] #2110   expected=close    | predicted="Close"
+    [O] #2111   expected=close    | predicted="Close"
+    [O] #2138   expected=close    | predicted="Close"
+    [O] #2148   expected=close    | predicted="Close"
+    [O] #2155   expected=close    | predicted="Close"
+    [O] #2170   expected=close    | predicted="Close"
+    [O] #2175   expected=close    | predicted="Close"
+    [O] #2183   expected=close    | predicted="Close"
+    [O] #2184   expected=close    | predicted="Close"
+    [O] #2186   expected=close    | predicted="close"
+    [O] #2193   expected=close    | predicted="Close"
+    [O] #2194   expected=close    | predicted="close"
+    [O] #2203   expected=close    | predicted="Close"
+    [O] #2235   expected=close    | predicted="close"
+    [O] #2249   expected=close    | predicted="Close"
+    [O] #2262   expected=close    | predicted="Close"
+    [O] #2271   expected=close    | predicted="Close"
+    [O] #2276   expected=close    | predicted="close"
+    [O] #2284   expected=close    | predicted="close"
+    [O] #2295   expected=close    | predicted="close"
+    [O] #2296   expected=close    | predicted="Close"
+    [O] #2314   expected=close    | predicted="Close"
+    [X] #2315   expected=close    | predicted="glassbottle"
+    [O] #2321   expected=close    | predicted="close"
+    [X] #2329   expected=close    | predicted="tomato"
+    [O] #2332   expected=close    | predicted="Close"
+    [O] #2335   expected=close    | predicted="Close"
+    [O] #2338   expected=close    | predicted="Close"
+    [O] #2345   expected=close    | predicted="close"
+    [O] #2350   expected=close    | predicted="Close"
+    [O] #2351   expected=close    | predicted="Close"
+    [O] #2371   expected=close    | predicted="Close"
+    [O] #2374   expected=close    | predicted="Close"
+    [O] #2375   expected=close    | predicted="close"
+    [O] #2385   expected=close    | predicted="close"
+    [O] #2393   expected=close    | predicted="Close"
+    [O] #2397   expected=close    | predicted="Close"
+    [O] #2403   expected=close    | predicted="close"
+    [X] #2411   expected=close    | predicted="soapbottle"
+    [O] #2414   expected=close    | predicted="close"
+    [O] #2419   expected=close    | predicted="Close"
+    [O] #2420   expected=close    | predicted="Close"
+    [O] #2421   expected=close    | predicted="close"
+    [O] #2422   expected=close    | predicted="close"
+    [O] #2427   expected=close    | predicted="Close"
+    [O] #2429   expected=close    | predicted="Close"
+    [O] #2439   expected=close    | predicted="Close"
+    [O] #2441   expected=close    | predicted="close"
+    [O] #2455   expected=close    | predicted="Close"
+    [O] #2456   expected=close    | predicted="Close"
+    [O] #2460   expected=close    | predicted="close"
+    [O] #2465   expected=close    | predicted="Close"
+    [O] #2484   expected=close    | predicted="Close"
+    [O] #2487   expected=close    | predicted="close"
+    [O] #2490   expected=close    | predicted="Close"
+    [O] #2494   expected=close    | predicted="close"
+    [O] #2495   expected=close    | predicted="Close"
+    [O] #2497   expected=close    | predicted="Close"
+    [O] #2504   expected=close    | predicted="Close"
+    [O] #2508   expected=close    | predicted="Close"
+    [O] #2513   expected=close    | predicted="Close"
+    [O] #2514   expected=close    | predicted="Close"
+    [O] #2517   expected=close    | predicted="close"
+    [O] #2522   expected=close    | predicted="Close"
+    [O] #2524   expected=close    | predicted="Close"
+    [O] #2535   expected=close    | predicted="Close"
+    [O] #2536   expected=close    | predicted="Close"
+    [O] #2550   expected=close    | predicted="Close"
+    [O] #2555   expected=close    | predicted="Close"
+    [O] #2559   expected=close    | predicted="close"
+    [O] #2562   expected=close    | predicted="Close"
+    [O] #2571   expected=close    | predicted="Close"
+    [O] #2574   expected=close    | predicted="Close"
+    [O] #2576   expected=close    | predicted="Close"
+    [O] #2582   expected=close    | predicted="Close"
+    [O] #2584   expected=close    | predicted="Close"
+    [O] #2585   expected=close    | predicted="Close"
+    [O] #2618   expected=close    | predicted="close"
+    [O] #2623   expected=close    | predicted="Close"
+    [O] #2630   expected=close    | predicted="close"
+    [O] #2634   expected=close    | predicted="Close"
+    [O] #2648   expected=close    | predicted="close"
+    [O] #2655   expected=close    | predicted="Close"
+    [X] #2657   expected=close    | predicted="lamp"
+    [O] #2659   expected=close    | predicted="Close"
+    [O] #2663   expected=close    | predicted="close"
+    [O] #2666   expected=close    | predicted="Close"
+    [O] #2667   expected=close    | predicted="close"
+
  close:  74%|███████▍  | 453/612 [06:36<02:50,  1.07s/it]
  close:  74%|███████▍  | 454/612 [06:36<02:51,  1.09s/it]
                                                          

  close:  74%|███████▍  | 454/612 [06:37<02:51,  1.09s/it]
  close:  74%|███████▍  | 455/612 [06:37<02:58,  1.14s/it]
                                                          

  close:  74%|███████▍  | 455/612 [06:38<02:58,  1.14s/it]
  close:  75%|███████▍  | 456/612 [06:38<03:18,  1.27s/it]
                                                          

  close:  75%|███████▍  | 456/612 [06:40<03:18,  1.27s/it]
  close:  75%|███████▍  | 457/612 [06:40<03:14,  1.25s/it]
                                                          

  close:  75%|███████▍  | 457/612 [06:41<03:14,  1.25s/it]
  close:  75%|███████▍  | 458/612 [06:41<03:10,  1.23s/it]
                                                          

  close:  75%|███████▍  | 458/612 [06:42<03:10,  1.23s/it]
  close:  75%|███████▌  | 459/612 [06:42<03:01,  1.19s/it]
                                                          

  close:  75%|███████▌  | 459/612 [06:43<03:01,  1.19s/it]
  close:  75%|███████▌  | 460/612 [06:43<03:15,  1.29s/it]
                                                          

  close:  75%|███████▌  | 460/612 [06:45<03:15,  1.29s/it]
  close:  75%|███████▌  | 461/612 [06:45<03:22,  1.34s/it]
                                                          

  close:  75%|███████▌  | 461/612 [06:46<03:22,  1.34s/it]
  close:  75%|███████▌  | 462/612 [06:46<03:24,  1.36s/it]
                                                          

  close:  75%|███████▌  | 462/612 [06:47<03:24,  1.36s/it]
  close:  76%|███████▌  | 463/612 [06:47<03:06,  1.25s/it]
                                                          

  close:  76%|███████▌  | 463/612 [06:49<03:06,  1.25s/it]
  close:  76%|███████▌  | 464/612 [06:49<03:23,  1.37s/it]
                                                          

  close:  76%|███████▌  | 464/612 [06:50<03:23,  1.37s/it]
  close:  76%|███████▌  | 465/612 [06:50<02:52,  1.18s/it]
                                                          

  close:  76%|███████▌  | 465/612 [06:51<02:52,  1.18s/it]
  close:  76%|███████▌  | 466/612 [06:51<02:54,  1.19s/it]
                                                          

  close:  76%|███████▌  | 466/612 [06:52<02:54,  1.19s/it]
  close:  76%|███████▋  | 467/612 [06:52<02:52,  1.19s/it]
                                                          

  close:  76%|███████▋  | 467/612 [06:53<02:52,  1.19s/it]
  close:  76%|███████▋  | 468/612 [06:53<02:41,  1.12s/it]
                                                          

  close:  76%|███████▋  | 468/612 [06:54<02:41,  1.12s/it]
  close:  77%|███████▋  | 469/612 [06:54<02:52,  1.20s/it]
                                                          

  close:  77%|███████▋  | 469/612 [06:56<02:52,  1.20s/it]
  close:  77%|███████▋  | 470/612 [06:56<02:51,  1.21s/it]
                                                          

  close:  77%|███████▋  | 470/612 [06:57<02:51,  1.21s/it]
  close:  77%|███████▋  | 471/612 [06:57<03:10,  1.35s/it]
                                                          

  close:  77%|███████▋  | 471/612 [06:59<03:10,  1.35s/it]
  close:  77%|███████▋  | 472/612 [06:59<03:20,  1.43s/it]
                                                          

  close:  77%|███████▋  | 472/612 [07:00<03:20,  1.43s/it]
  close:  77%|███████▋  | 473/612 [07:00<03:18,  1.43s/it]
                                                          

  close:  77%|███████▋  | 473/612 [07:02<03:18,  1.43s/it]
  close:  77%|███████▋  | 474/612 [07:02<03:27,  1.50s/it]
                                                          

  close:  77%|███████▋  | 474/612 [07:04<03:27,  1.50s/it]
  close:  78%|███████▊  | 475/612 [07:04<03:29,  1.53s/it]
                                                          

  close:  78%|███████▊  | 475/612 [07:05<03:29,  1.53s/it]
  close:  78%|███████▊  | 476/612 [07:05<03:24,  1.51s/it]
                                                          

  close:  78%|███████▊  | 476/612 [07:07<03:24,  1.51s/it]
  close:  78%|███████▊  | 477/612 [07:07<03:29,  1.55s/it]
                                                          

  close:  78%|███████▊  | 477/612 [07:09<03:29,  1.55s/it]
  close:  78%|███████▊  | 478/612 [07:09<03:38,  1.63s/it]
                                                          

  close:  78%|███████▊  | 478/612 [07:10<03:38,  1.63s/it]
  close:  78%|███████▊  | 479/612 [07:10<03:37,  1.64s/it]
                                                          

  close:  78%|███████▊  | 479/612 [07:12<03:37,  1.64s/it]
  close:  78%|███████▊  | 480/612 [07:12<03:20,  1.52s/it]
                                                          

  close:  78%|███████▊  | 480/612 [07:13<03:20,  1.52s/it]
  close:  79%|███████▊  | 481/612 [07:13<03:06,  1.42s/it]
                                                          

  close:  79%|███████▊  | 481/612 [07:14<03:06,  1.42s/it]
  close:  79%|███████▉  | 482/612 [07:14<02:46,  1.28s/it]
                                                          

  close:  79%|███████▉  | 482/612 [07:15<02:46,  1.28s/it]
  close:  79%|███████▉  | 483/612 [07:15<02:40,  1.25s/it]
                                                          

  close:  79%|███████▉  | 483/612 [07:16<02:40,  1.25s/it]
  close:  79%|███████▉  | 484/612 [07:16<02:34,  1.21s/it]
                                                          

  close:  79%|███████▉  | 484/612 [07:17<02:34,  1.21s/it]
  close:  79%|███████▉  | 485/612 [07:17<02:31,  1.19s/it]
                                                          

  close:  79%|███████▉  | 485/612 [07:18<02:31,  1.19s/it]
  close:  79%|███████▉  | 486/612 [07:18<02:21,  1.12s/it]
                                                          

  close:  79%|███████▉  | 486/612 [07:19<02:21,  1.12s/it]
  close:  80%|███████▉  | 487/612 [07:19<02:05,  1.01s/it]
                                                          

  close:  80%|███████▉  | 487/612 [07:20<02:05,  1.01s/it]
  close:  80%|███████▉  | 488/612 [07:20<01:58,  1.04it/s]
                                                          

  close:  80%|███████▉  | 488/612 [07:21<01:58,  1.04it/s]
  close:  80%|███████▉  | 489/612 [07:21<02:16,  1.11s/it]
                                                          

  close:  80%|███████▉  | 489/612 [07:22<02:16,  1.11s/it]
  close:  80%|████████  | 490/612 [07:22<02:17,  1.13s/it]
                                                          

  close:  80%|████████  | 490/612 [07:24<02:17,  1.13s/it]
  close:  80%|████████  | 491/612 [07:24<02:25,  1.20s/it]
                                                          

  close:  80%|████████  | 491/612 [07:25<02:25,  1.20s/it]
  close:  80%|████████  | 492/612 [07:25<02:24,  1.21s/it]
                                                          

  close:  80%|████████  | 492/612 [07:26<02:24,  1.21s/it]
  close:  81%|████████  | 493/612 [07:26<02:20,  1.18s/it]
                                                          

  close:  81%|████████  | 493/612 [07:27<02:20,  1.18s/it]
  close:  81%|████████  | 494/612 [07:27<02:07,  1.08s/it]
                                                          

  close:  81%|████████  | 494/612 [07:28<02:07,  1.08s/it]
  close:  81%|████████  | 495/612 [07:28<02:07,  1.09s/it]
                                                          

  close:  81%|████████  | 495/612 [07:29<02:07,  1.09s/it]
  close:  81%|████████  | 496/612 [07:29<01:59,  1.03s/it]
                                                          

  close:  81%|████████  | 496/612 [07:30<01:59,  1.03s/it]
  close:  81%|████████  | 497/612 [07:30<01:53,  1.02it/s]
                                                          

  close:  81%|████████  | 497/612 [07:31<01:53,  1.02it/s]
  close:  81%|████████▏ | 498/612 [07:31<01:56,  1.02s/it]
                                                          

  close:  81%|████████▏ | 498/612 [07:32<01:56,  1.02s/it]
  close:  82%|████████▏ | 499/612 [07:32<02:04,  1.10s/it]
                                                          

  close:  82%|████████▏ | 499/612 [07:33<02:04,  1.10s/it]
  close:  82%|████████▏ | 500/612 [07:33<01:58,  1.06s/it]
                                                          

  close:  82%|████████▏ | 500/612 [07:34<01:58,  1.06s/it]
  close:  82%|████████▏ | 501/612 [07:34<01:53,  1.02s/it]
                                                          

  close:  82%|████████▏ | 501/612 [07:35<01:53,  1.02s/it]
  close:  82%|████████▏ | 502/612 [07:35<02:00,  1.09s/it]
                                                          

  close:  82%|████████▏ | 502/612 [07:36<02:00,  1.09s/it]
  close:  82%|████████▏ | 503/612 [07:36<01:57,  1.08s/it]
                                                          

  close:  82%|████████▏ | 503/612 [07:38<01:57,  1.08s/it]
  close:  82%|████████▏ | 504/612 [07:38<02:00,  1.12s/it]
                                                          

  close:  82%|████████▏ | 504/612 [07:38<02:00,  1.12s/it]
  close:  83%|████████▎ | 505/612 [07:38<01:53,  1.06s/it]
                                                          

  close:  83%|████████▎ | 505/612 [07:39<01:53,  1.06s/it]
  close:  83%|████████▎ | 506/612 [07:39<01:47,  1.02s/it]
                                                          

  close:  83%|████████▎ | 506/612 [07:40<01:47,  1.02s/it]
  close:  83%|████████▎ | 507/612 [07:40<01:43,  1.01it/s]
                                                          

  close:  83%|████████▎ | 507/612 [07:42<01:43,  1.01it/s]
  close:  83%|████████▎ | 508/612 [07:42<02:00,  1.16s/it]
                                                          

  close:  83%|████████▎ | 508/612 [07:43<02:00,  1.16s/it]
  close:  83%|████████▎ | 509/612 [07:43<02:00,  1.17s/it]
                                                          

  close:  83%|████████▎ | 509/612 [07:44<02:00,  1.17s/it]
  close:  83%|████████▎ | 510/612 [07:44<01:46,  1.04s/it]
                                                          

  close:  83%|████████▎ | 510/612 [07:45<01:46,  1.04s/it]
  close:  83%|████████▎ | 511/612 [07:45<01:46,  1.05s/it]
                                                          

  close:  83%|████████▎ | 511/612 [07:46<01:46,  1.05s/it]
  close:  84%|████████▎ | 512/612 [07:46<02:00,  1.21s/it]
                                                          

  close:  84%|████████▎ | 512/612 [07:47<02:00,  1.21s/it]
  close:  84%|████████▍ | 513/612 [07:47<01:54,  1.16s/it]
                                                          

  close:  84%|████████▍ | 513/612 [07:49<01:54,  1.16s/it]
  close:  84%|████████▍ | 514/612 [07:49<01:51,  1.13s/it]
                                                          

  close:  84%|████████▍ | 514/612 [07:50<01:51,  1.13s/it]
  close:  84%|████████▍ | 515/612 [07:50<02:03,  1.27s/it]
                                                          

  close:  84%|████████▍ | 515/612 [07:51<02:03,  1.27s/it]
  close:  84%|████████▍ | 516/612 [07:51<01:42,  1.07s/it]
                                                          

  close:  84%|████████▍ | 516/612 [07:52<01:42,  1.07s/it]
  close:  84%|████████▍ | 517/612 [07:52<01:37,  1.02s/it]
                                                          

  close:  84%|████████▍ | 517/612 [07:52<01:37,  1.02s/it]
  close:  85%|████████▍ | 518/612 [07:52<01:28,  1.06it/s]
                                                          

  close:  85%|████████▍ | 518/612 [07:53<01:28,  1.06it/s]
  close:  85%|████████▍ | 519/612 [07:53<01:30,  1.02it/s]
                                                          

  close:  85%|████████▍ | 519/612 [07:54<01:30,  1.02it/s]
  close:  85%|████████▍ | 520/612 [07:54<01:27,  1.05it/s]
                                                          

  close:  85%|████████▍ | 520/612 [07:55<01:27,  1.05it/s]
  close:  85%|████████▌ | 521/612 [07:55<01:24,  1.08it/s]
                                                          

  close:  85%|████████▌ | 521/612 [07:56<01:24,  1.08it/s]
  close:  85%|████████▌ | 522/612 [07:56<01:25,  1.05it/s]
                                                          

  close:  85%|████████▌ | 522/612 [07:57<01:25,  1.05it/s]
  close:  85%|████████▌ | 523/612 [07:57<01:26,  1.03it/s]
                                                          

  close:  85%|████████▌ | 523/612 [07:58<01:26,  1.03it/s]
  close:  86%|████████▌ | 524/612 [07:58<01:28,  1.00s/it]
                                                          

  close:  86%|████████▌ | 524/612 [07:59<01:28,  1.00s/it]
  close:  86%|████████▌ | 525/612 [07:59<01:25,  1.02it/s]
                                                          

  close:  86%|████████▌ | 525/612 [08:00<01:25,  1.02it/s]
  close:  86%|████████▌ | 526/612 [08:00<01:27,  1.02s/it]
                                                          

  close:  86%|████████▌ | 526/612 [08:01<01:27,  1.02s/it]
  close:  86%|████████▌ | 527/612 [08:01<01:20,  1.06it/s]
                                                          

  close:  86%|████████▌ | 527/612 [08:02<01:20,  1.06it/s]
  close:  86%|████████▋ | 528/612 [08:02<01:24,  1.01s/it]
                                                          

  close:  86%|████████▋ | 528/612 [08:03<01:24,  1.01s/it]
  close:  86%|████████▋ | 529/612 [08:03<01:26,  1.05s/it]
                                                          

  close:  86%|████████▋ | 529/612 [08:05<01:26,  1.05s/it]
  close:  87%|████████▋ | 530/612 [08:05<01:29,  1.09s/it]
                                                          

  close:  87%|████████▋ | 530/612 [08:06<01:29,  1.09s/it]
  close:  87%|████████▋ | 531/612 [08:06<01:39,  1.23s/it]
                                                          

  close:  87%|████████▋ | 531/612 [08:07<01:39,  1.23s/it]
  close:  87%|████████▋ | 532/612 [08:07<01:33,  1.17s/it]
                                                          

  close:  87%|████████▋ | 532/612 [08:09<01:33,  1.17s/it]
  close:  87%|████████▋ | 533/612 [08:09<01:40,  1.27s/it]
                                                          

  close:  87%|████████▋ | 533/612 [08:10<01:40,  1.27s/it]
  close:  87%|████████▋ | 534/612 [08:10<01:35,  1.22s/it]
                                                          

  close:  87%|████████▋ | 534/612 [08:11<01:35,  1.22s/it]
  close:  87%|████████▋ | 535/612 [08:11<01:22,  1.07s/it]
                                                          

  close:  87%|████████▋ | 535/612 [08:12<01:22,  1.07s/it]
  close:  88%|████████▊ | 536/612 [08:12<01:26,  1.14s/it]
                                                          

  close:  88%|████████▊ | 536/612 [08:13<01:26,  1.14s/it]
  close:  88%|████████▊ | 537/612 [08:13<01:33,  1.25s/it]
                                                          

  close:  88%|████████▊ | 537/612 [08:14<01:33,  1.25s/it]
  close:  88%|████████▊ | 538/612 [08:14<01:26,  1.17s/it]
                                                          

  close:  88%|████████▊ | 538/612 [08:15<01:26,  1.17s/it]
  close:  88%|████████▊ | 539/612 [08:15<01:20,  1.11s/it]
                                                          

  close:  88%|████████▊ | 539/612 [08:17<01:20,  1.11s/it]
  close:  88%|████████▊ | 540/612 [08:17<01:21,  1.14s/it]
                                                          

  close:  88%|████████▊ | 540/612 [08:18<01:21,  1.14s/it]
  close:  88%|████████▊ | 541/612 [08:18<01:19,  1.11s/it]
                                                          

  close:  88%|████████▊ | 541/612 [08:19<01:19,  1.11s/it]
  close:  89%|████████▊ | 542/612 [08:19<01:22,  1.18s/it]
                                                          

  close:  89%|████████▊ | 542/612 [08:20<01:22,  1.18s/it]
  close:  89%|████████▊ | 543/612 [08:20<01:11,  1.03s/it]
                                                          

  close:  89%|████████▊ | 543/612 [08:21<01:11,  1.03s/it]
  close:  89%|████████▉ | 544/612 [08:21<01:12,  1.06s/it]
                                                          

  close:  89%|████████▉ | 544/612 [08:22<01:12,  1.06s/it]
  close:  89%|████████▉ | 545/612 [08:22<01:15,  1.12s/it]
                                                          

  close:  89%|████████▉ | 545/612 [08:23<01:15,  1.12s/it]
  close:  89%|████████▉ | 546/612 [08:23<01:15,  1.15s/it]
                                                          

  close:  89%|████████▉ | 546/612 [08:24<01:15,  1.15s/it]
  close:  89%|████████▉ | 547/612 [08:24<01:09,  1.07s/it]
                                                          

  close:  89%|████████▉ | 547/612 [08:25<01:09,  1.07s/it]
  close:  90%|████████▉ | 548/612 [08:25<01:08,  1.07s/it]
                                                          

  close:  90%|████████▉ | 548/612 [08:26<01:08,  1.07s/it]
  close:  90%|████████▉ | 549/612 [08:26<01:09,  1.11s/it]
                                                          

  close:  90%|████████▉ | 549/612 [08:27<01:09,  1.11s/it]
  close:  90%|████████▉ | 550/612 [08:27<01:01,  1.01it/s]
                                                          

  close:  90%|████████▉ | 550/612 [08:28<01:01,  1.01it/s]
  close:  90%|█████████ | 551/612 [08:28<00:59,  1.02it/s]
                                                          

  close:  90%|█████████ | 551/612 [08:29<00:59,  1.02it/s]
  close:  90%|█████████ | 552/612 [08:29<01:02,  1.04s/it]
                                                          

  close:  90%|█████████ | 552/612 [08:30<01:02,  1.04s/it]
  close:  90%|█████████ | 553/612 [08:30<01:01,  1.05s/it]
                                                          

  close:  90%|█████████ | 553/612 [08:32<01:01,  1.05s/it]
  close:  91%|█████████ | 554/612 [08:32<01:05,  1.13s/it]
                                                          

  close:  91%|█████████ | 554/612 [08:33<01:05,  1.13s/it]
  close:  91%|█████████ | 555/612 [08:33<01:05,  1.15s/it]
                                                          

  close:  91%|█████████ | 555/612 [08:34<01:05,  1.15s/it]
  close:  91%|█████████ | 556/612 [08:34<01:02,  1.11s/it]
                                                          

  close:  91%|█████████ | 556/612 [08:35<01:02,  1.11s/it]
  close:  91%|█████████ | 557/612 [08:35<01:02,  1.13s/it]
                                                          

  close:  91%|█████████ | 557/612 [08:36<01:02,  1.13s/it]
  close:  91%|█████████ | 558/612 [08:36<00:57,  1.07s/it]
                                                          

  close:  91%|█████████ | 558/612 [08:37<00:57,  1.07s/it]
  close:  91%|█████████▏| 559/612 [08:37<00:55,  1.04s/it]
                                                          

  close:  91%|█████████▏| 559/612 [08:38<00:55,  1.04s/it]
  close:  92%|█████████▏| 560/612 [08:38<00:54,  1.05s/it]
                                                          

  close:  92%|█████████▏| 560/612 [08:39<00:54,  1.05s/it]
  close:  92%|█████████▏| 561/612 [08:39<00:49,  1.04it/s]
                                                          

  close:  92%|█████████▏| 561/612 [08:40<00:49,  1.04it/s]
  close:  92%|█████████▏| 562/612 [08:40<00:54,  1.10s/it]
                                                          

  close:  92%|█████████▏| 562/612 [08:41<00:54,  1.10s/it]
  close:  92%|█████████▏| 563/612 [08:41<00:56,  1.15s/it]
                                                          

  close:  92%|█████████▏| 563/612 [08:42<00:56,  1.15s/it]
  close:  92%|█████████▏| 564/612 [08:42<00:44,  1.07it/s]
                                                          

  close:  92%|█████████▏| 564/612 [08:43<00:44,  1.07it/s]
  close:  92%|█████████▏| 565/612 [08:43<00:45,  1.04it/s]
                                                          

  close:  92%|█████████▏| 565/612 [08:44<00:45,  1.04it/s]
  close:  92%|█████████▏| 566/612 [08:44<00:44,  1.03it/s]
                                                          

  close:  92%|█████████▏| 566/612 [08:45<00:44,  1.03it/s]
  close:  93%|█████████▎| 567/612 [08:45<00:48,  1.08s/it]
                                                          

  close:  93%|█████████▎| 567/612 [08:46<00:48,  1.08s/it]
  close:  93%|█████████▎| 568/612 [08:46<00:46,  1.05s/it]
                                                          

  close:  93%|█████████▎| 568/612 [08:48<00:46,  1.05s/it]
  close:  93%|█████████▎| 569/612 [08:48<00:49,  1.15s/it]
                                                          

  close:  93%|█████████▎| 569/612 [08:48<00:49,  1.15s/it]
  close:  93%|█████████▎| 570/612 [08:48<00:42,  1.00s/it]
                                                          

  close:  93%|█████████▎| 570/612 [08:49<00:42,  1.00s/it]
  close:  93%|█████████▎| 571/612 [08:49<00:44,  1.08s/it]
                                                          

  close:  93%|█████████▎| 571/612 [08:50<00:44,  1.08s/it]
  close:  93%|█████████▎| 572/612 [08:50<00:41,  1.04s/it]
                                                          

  close:  93%|█████████▎| 572/612 [08:52<00:41,  1.04s/it]
  close:  94%|█████████▎| 573/612 [08:52<00:44,  1.14s/it]
                                                          

  close:  94%|█████████▎| 573/612 [08:53<00:44,  1.14s/it]
  close:  94%|█████████▍| 574/612 [08:53<00:43,  1.14s/it]
                                                          

  close:  94%|█████████▍| 574/612 [08:54<00:43,  1.14s/it]
  close:  94%|█████████▍| 575/612 [08:54<00:39,  1.06s/it]
                                                          

  close:  94%|█████████▍| 575/612 [08:55<00:39,  1.06s/it]
  close:  94%|█████████▍| 576/612 [08:55<00:38,  1.07s/it]
                                                          

  close:  94%|█████████▍| 576/612 [08:56<00:38,  1.07s/it]
  close:  94%|█████████▍| 577/612 [08:56<00:37,  1.07s/it]
                                                          

  close:  94%|█████████▍| 577/612 [08:57<00:37,  1.07s/it]
  close:  94%|█████████▍| 578/612 [08:57<00:36,  1.06s/it]
                                                          

  close:  94%|█████████▍| 578/612 [08:58<00:36,  1.06s/it]
  close:  95%|█████████▍| 579/612 [08:58<00:32,  1.03it/s]
                                                          

  close:  95%|█████████▍| 579/612 [08:59<00:32,  1.03it/s]
  close:  95%|█████████▍| 580/612 [08:59<00:30,  1.05it/s]
                                                          

  close:  95%|█████████▍| 580/612 [09:00<00:30,  1.05it/s]
  close:  95%|█████████▍| 581/612 [09:00<00:30,  1.01it/s]
                                                          

  close:  95%|█████████▍| 581/612 [09:01<00:30,  1.01it/s]
  close:  95%|█████████▌| 582/612 [09:01<00:30,  1.01s/it]
                                                          

  close:  95%|█████████▌| 582/612 [09:02<00:30,  1.01s/it]
  close:  95%|█████████▌| 583/612 [09:02<00:31,  1.10s/it]
                                                          

  close:  95%|█████████▌| 583/612 [09:03<00:31,  1.10s/it]
  close:  95%|█████████▌| 584/612 [09:03<00:29,  1.05s/it]
                                                          

  close:  95%|█████████▌| 584/612 [09:04<00:29,  1.05s/it]
  close:  96%|█████████▌| 585/612 [09:04<00:27,  1.03s/it]
                                                          

  close:  96%|█████████▌| 585/612 [09:05<00:27,  1.03s/it]
  close:  96%|█████████▌| 586/612 [09:05<00:27,  1.07s/it]
                                                          

  close:  96%|█████████▌| 586/612 [09:06<00:27,  1.07s/it]
  close:  96%|█████████▌| 587/612 [09:06<00:25,  1.03s/it]
                                                          

  close:  96%|█████████▌| 587/612 [09:07<00:25,  1.03s/it]
  close:  96%|█████████▌| 588/612 [09:07<00:23,  1.04it/s]
                                                          

  close:  96%|█████████▌| 588/612 [09:08<00:23,  1.04it/s]
  close:  96%|█████████▌| 589/612 [09:08<00:23,  1.04s/it]
                                                          

  close:  96%|█████████▌| 589/612 [09:09<00:23,  1.04s/it]
  close:  96%|█████████▋| 590/612 [09:09<00:22,  1.04s/it]
                                                          

  close:  96%|█████████▋| 590/612 [09:10<00:22,  1.04s/it]
  close:  97%|█████████▋| 591/612 [09:10<00:18,  1.15it/s]
                                                          

  close:  97%|█████████▋| 591/612 [09:10<00:18,  1.15it/s]
  close:  97%|█████████▋| 592/612 [09:10<00:16,  1.20it/s]
                                                          

  close:  97%|█████████▋| 592/612 [09:12<00:16,  1.20it/s]
  close:  97%|█████████▋| 593/612 [09:12<00:18,  1.04it/s]
                                                          

  close:  97%|█████████▋| 593/612 [09:13<00:18,  1.04it/s]
  close:  97%|█████████▋| 594/612 [09:13<00:17,  1.02it/s]
                                                          

  close:  97%|█████████▋| 594/612 [09:14<00:17,  1.02it/s]
  close:  97%|█████████▋| 595/612 [09:14<00:16,  1.01it/s]
                                                          

  close:  97%|█████████▋| 595/612 [09:15<00:16,  1.01it/s]
  close:  97%|█████████▋| 596/612 [09:15<00:15,  1.06it/s]
                                                          

  close:  97%|█████████▋| 596/612 [09:15<00:15,  1.06it/s]
  close:  98%|█████████▊| 597/612 [09:15<00:13,  1.11it/s]
                                                          

  close:  98%|█████████▊| 597/612 [09:16<00:13,  1.11it/s]
  close:  98%|█████████▊| 598/612 [09:16<00:12,  1.15it/s]
                                                          

  close:  98%|█████████▊| 598/612 [09:17<00:12,  1.15it/s]
  close:  98%|█████████▊| 599/612 [09:17<00:12,  1.05it/s]
                                                          

  close:  98%|█████████▊| 599/612 [09:18<00:12,  1.05it/s]
  close:  98%|█████████▊| 600/612 [09:18<00:10,  1.12it/s]
                                                          

  close:  98%|█████████▊| 600/612 [09:19<00:10,  1.12it/s]
  close:  98%|█████████▊| 601/612 [09:19<00:10,  1.08it/s]
                                                          

  close:  98%|█████████▊| 601/612 [09:20<00:10,  1.08it/s]
  close:  98%|█████████▊| 602/612 [09:20<00:09,  1.09it/s]
                                                          

  close:  98%|█████████▊| 602/612 [09:21<00:09,  1.09it/s]
  close:  99%|█████████▊| 603/612 [09:21<00:08,  1.09it/s]
                                                          

  close:  99%|█████████▊| 603/612 [09:22<00:08,  1.09it/s]
  close:  99%|█████████▊| 604/612 [09:22<00:07,  1.14it/s]
                                                          
    [O] #2669   expected=close    | predicted="Close"
+    [O] #2672   expected=close    | predicted="Close"
+    [O] #2684   expected=close    | predicted="close"
+    [O] #2698   expected=close    | predicted="Close"
+    [O] #2707   expected=close    | predicted="Close"
+    [O] #2711   expected=close    | predicted="close"
+    [O] #2713   expected=close    | predicted="close"
+    [X] #2716   expected=close    | predicted="paper"
+    [O] #2727   expected=close    | predicted="Close"
+    [O] #2741   expected=close    | predicted="Close"
+    [O] #2750   expected=close    | predicted="close"
+    [O] #2752   expected=close    | predicted="close"
+    [O] #2756   expected=close    | predicted="Close"
+    [O] #2759   expected=close    | predicted="Close"
+    [O] #2760   expected=close    | predicted="close"
+    [O] #2763   expected=close    | predicted="Close"
+    [O] #2764   expected=close    | predicted="Close"
+    [O] #2774   expected=close    | predicted="Close"
+    [O] #2778   expected=close    | predicted="Close"
+    [O] #2783   expected=close    | predicted="close"
+    [O] #2789   expected=close    | predicted="Close"
+    [O] #2790   expected=close    | predicted="Close"
+    [O] #2791   expected=close    | predicted="Close"
+    [O] #2793   expected=close    | predicted="close"
+    [O] #2794   expected=close    | predicted="Close"
+    [X] #2801   expected=close    | predicted="box"
+    [O] #2803   expected=close    | predicted="close"
+    [O] #2813   expected=close    | predicted="Close"
+    [O] #2814   expected=close    | predicted="close"
+    [O] #2815   expected=close    | predicted="Close"
+    [O] #2829   expected=close    | predicted="Close"
+    [O] #2843   expected=close    | predicted="Close"
+    [O] #2847   expected=close    | predicted="Close"
+    [O] #2848   expected=close    | predicted="Close"
+    [O] #2849   expected=close    | predicted="close"
+    [O] #2851   expected=close    | predicted="Close"
+    [O] #2853   expected=close    | predicted="Close"
+    [O] #2859   expected=close    | predicted="Close"
+    [O] #2866   expected=close    | predicted="Close"
+    [O] #2868   expected=close    | predicted="close"
+    [O] #2869   expected=close    | predicted="close"
+    [O] #2870   expected=close    | predicted="close"
+    [O] #2879   expected=close    | predicted="Close"
+    [O] #2881   expected=close    | predicted="Close"
+    [O] #2882   expected=close    | predicted="Close"
+    [O] #2883   expected=close    | predicted="close"
+    [O] #2887   expected=close    | predicted="Close"
+    [O] #2896   expected=close    | predicted="Close"
+    [O] #2897   expected=close    | predicted="Close"
+    [O] #2907   expected=close    | predicted="Close"
+    [O] #2912   expected=close    | predicted="Close"
+    [O] #2930   expected=close    | predicted="close"
+    [O] #2941   expected=close    | predicted="Close"
+    [O] #2964   expected=close    | predicted="Close"
+    [O] #2993   expected=close    | predicted="Close"
+    [O] #2998   expected=close    | predicted="close"
+    [O] #3000   expected=close    | predicted="close"
+    [O] #3003   expected=close    | predicted="Close"
+    [X] #3009   expected=close    | predicted="lamp"
+    [O] #3010   expected=close    | predicted="Close"
+    [O] #3011   expected=close    | predicted="Close"
+    [O] #3015   expected=close    | predicted="close"
+    [O] #3021   expected=close    | predicted="Close"
+    [O] #3040   expected=close    | predicted="Close"
+    [O] #3069   expected=close    | predicted="close"
+    [O] #3073   expected=close    | predicted="Close"
+    [O] #3081   expected=close    | predicted="Close"
+    [O] #3089   expected=close    | predicted="Close"
+    [X] #3096   expected=close    | predicted="cabinet"
+    [O] #3098   expected=close    | predicted="Close"
+    [O] #3104   expected=close    | predicted="close"
+    [O] #3108   expected=close    | predicted="Close"
+    [O] #3117   expected=close    | predicted="Close"
+    [O] #3118   expected=close    | predicted="Close"
+    [O] #3121   expected=close    | predicted="Close"
+    [O] #3122   expected=close    | predicted="Close"
+    [O] #3135   expected=close    | predicted="Close"
+    [O] #3148   expected=close    | predicted="Close"
+    [O] #3156   expected=close    | predicted="Close"
+    [O] #3158   expected=close    | predicted="Close"
+    [O] #3159   expected=close    | predicted="Close"
+    [O] #3160   expected=close    | predicted="Close"
+    [O] #3162   expected=close    | predicted="Close"
+    [O] #3191   expected=close    | predicted="close"
+    [O] #3199   expected=close    | predicted="Close"
+    [O] #3211   expected=close    | predicted="Close"
+    [O] #3214   expected=close    | predicted="Close"
+    [O] #3220   expected=close    | predicted="close"
+    [O] #3222   expected=close    | predicted="Close"
+    [O] #3225   expected=close    | predicted="Close"
+    [O] #3233   expected=close    | predicted="Close"
+    [O] #3239   expected=close    | predicted="Close"
+    [O] #3254   expected=close    | predicted="close"
+    [O] #3259   expected=close    | predicted="Close"
+    [O] #3269   expected=close    | predicted="Close"
+    [O] #3274   expected=close    | predicted="Close"
+    [O] #3276   expected=close    | predicted="Close"
+    [O] #3291   expected=close    | predicted="Close"
+    [X] #3300   expected=close    | predicted="box"
+    [O] #3311   expected=close    | predicted="close"
+    [O] #3313   expected=close    | predicted="Close"
+    [O] #3331   expected=close    | predicted="Close"
+    [O] #3338   expected=close    | predicted="Close"
+    [O] #3340   expected=close    | predicted="Close"
+    [O] #3343   expected=close    | predicted="Close"
+    [O] #3354   expected=close    | predicted="close"
+    [O] #3358   expected=close    | predicted="close"
+    [O] #3359   expected=close    | predicted="Close"
+    [O] #3368   expected=close    | predicted="close"
+    [X] #3378   expected=close    | predicted="cabinet"
+    [O] #3381   expected=close    | predicted="Close"
+    [O] #3402   expected=close    | predicted="close"
+    [O] #3406   expected=close    | predicted="Close"
+    [O] #3407   expected=close    | predicted="Close"
+    [O] #3411   expected=close    | predicted="close"
+    [O] #3419   expected=close    | predicted="Close"
+    [O] #3429   expected=close    | predicted="Close"
+    [O] #3431   expected=close    | predicted="Close"
+    [O] #3432   expected=close    | predicted="Close"
+    [O] #3439   expected=close    | predicted="Close"
+    [O] #3440   expected=close    | predicted="Close"
+    [O] #3452   expected=close    | predicted="Close"
+    [O] #3455   expected=close    | predicted="Close"
+    [O] #3458   expected=close    | predicted="close"
+    [O] #3461   expected=close    | predicted="Close"
+    [O] #3478   expected=close    | predicted="Close"
+    [O] #3482   expected=close    | predicted="Close"
+    [O] #3492   expected=close    | predicted="Close"
+    [O] #3496   expected=close    | predicted="Close"
+    [O] #3497   expected=close    | predicted="Close"
+    [O] #3498   expected=close    | predicted="Close"
+    [O] #3500   expected=close    | predicted="Close"
+    [O] #3502   expected=close    | predicted="Close"
+    [O] #3506   expected=close    | predicted="Close"
+    [O] #3511   expected=close    | predicted="Close"
+    [O] #3518   expected=close    | predicted="Close"
+    [O] #3521   expected=close    | predicted="close"
+    [O] #3524   expected=close    | predicted="Close"
+    [O] #3535   expected=close    | predicted="close"
+    [O] #3548   expected=close    | predicted="Close"
+    [O] #3552   expected=close    | predicted="Close"
+    [O] #3556   expected=close    | predicted="Close"
+    [O] #3561   expected=close    | predicted="Close"
+    [O] #3567   expected=close    | predicted="Close"
+    [O] #3575   expected=close    | predicted="Close"
+    [O] #3577   expected=close    | predicted="Close"
+    [O] #3583   expected=close    | predicted="close"
+    [O] #3597   expected=close    | predicted="Close"
+    [O] #3599   expected=close    | predicted="Close"
+    [X] #3601   expected=close    | predicted="pillow"
+    [O] #3602   expected=close    | predicted="Close"
+
  close:  99%|█████████▊| 604/612 [09:23<00:07,  1.14it/s]
  close:  99%|█████████▉| 605/612 [09:23<00:06,  1.05it/s]
                                                          

  close:  99%|█████████▉| 605/612 [09:24<00:06,  1.05it/s]
  close:  99%|█████████▉| 606/612 [09:24<00:05,  1.05it/s]
                                                          

  close:  99%|█████████▉| 606/612 [09:25<00:05,  1.05it/s]
  close:  99%|█████████▉| 607/612 [09:25<00:04,  1.04it/s]
                                                          

  close:  99%|█████████▉| 607/612 [09:26<00:04,  1.04it/s]
  close:  99%|█████████▉| 608/612 [09:26<00:03,  1.04it/s]
                                                          

  close:  99%|█████████▉| 608/612 [09:26<00:03,  1.04it/s]
  close: 100%|█████████▉| 609/612 [09:26<00:02,  1.13it/s]
                                                          

  close: 100%|█████████▉| 609/612 [09:27<00:02,  1.13it/s]
  close: 100%|█████████▉| 610/612 [09:27<00:01,  1.18it/s]
                                                          

  close: 100%|█████████▉| 610/612 [09:28<00:01,  1.18it/s]
  close: 100%|█████████▉| 611/612 [09:28<00:00,  1.18it/s]
                                                          

  close: 100%|█████████▉| 611/612 [09:29<00:00,  1.18it/s]
  close: 100%|██████████| 612/612 [09:29<00:00,  1.15it/s]
  close: 100%|██████████| 612/612 [09:29<00:00,  1.07it/s]
+2026-02-19 16:40:45,733 - INFO -   close: 612/612 extracted | correct=566, incorrect=46, accuracy=92.5%
+2026-02-19 16:40:45,735 - INFO - 
+  === Category Accuracy Summary ===
+2026-02-19 16:40:45,735 - INFO -       left:  583/616  =  94.6%
+2026-02-19 16:40:45,735 - INFO -      right:  498/620  =  80.3%
+2026-02-19 16:40:45,735 - INFO -      above:  579/596  =  97.1%
+2026-02-19 16:40:45,735 - INFO -      under:  568/602  =  94.4%
+2026-02-19 16:40:45,735 - INFO -        far:    1/594  =   0.2%
+2026-02-19 16:40:45,736 - INFO -      close:  566/612  =  92.5%
+2026-02-19 16:40:45,736 - INFO -      TOTAL: 2795/3640 =  76.8%
+2026-02-19 16:40:45,736 - INFO -   ================================
+
+2026-02-19 16:40:45,770 - INFO - Saved 3640 per-sample predictions to /data/shared/Qwen/experiments/correct_filter/results/molmo/accuracy/csv/predictions_400k.csv
+2026-02-19 16:40:47,773 - INFO - Saved 3640 per-sample norms to /data/shared/Qwen/experiments/correct_filter/results/molmo/accuracy/csv/norms_400k.csv
+2026-02-19 16:40:47,783 - INFO - 
+  Accuracy for 400k: 76.8%
+2026-02-19 16:40:47,783 - INFO -     left: 583/616 = 94.6%
+2026-02-19 16:40:47,783 - INFO -     right: 498/620 = 80.3%
+2026-02-19 16:40:47,783 - INFO -     above: 579/596 = 97.1%
+2026-02-19 16:40:47,783 - INFO -     under: 568/602 = 94.4%
+2026-02-19 16:40:47,783 - INFO -     far: 1/594 = 0.2%
+2026-02-19 16:40:47,783 - INFO -     close: 566/612 = 92.5%
+2026-02-19 16:40:47,783 - INFO - 
+--- Phase B: All-samples similarity (all layers) ---
+2026-02-19 16:40:50,073 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_400k_L0.png
+2026-02-19 16:40:51,060 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_400k_L7.png
+2026-02-19 16:40:52,032 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_400k_L15.png
+2026-02-19 16:40:53,102 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_400k_L23.png
+2026-02-19 16:40:54,344 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/heatmap_400k_L31.png
+2026-02-19 16:40:56,240 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/all_samples/trajectory_400k.png
+2026-02-19 16:40:56,241 - INFO - 
+--- Phase C: Balanced sampling ---
+2026-02-19 16:40:56,244 - INFO -   Correct group: 1 samples/category
+2026-02-19 16:40:56,244 - INFO -   Incorrect group: 17 samples/category
+2026-02-19 16:40:56,244 - INFO - 
+--- Processing correct-only (n=1) ---
+2026-02-19 16:40:57,207 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_400k_L0.png
+2026-02-19 16:40:57,942 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_400k_L7.png
+2026-02-19 16:40:59,388 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_400k_L15.png
+2026-02-19 16:41:00,174 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_400k_L23.png
+2026-02-19 16:41:00,928 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/heatmap_400k_L31.png
+2026-02-19 16:41:02,759 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/correct_only/trajectory_400k.png
+2026-02-19 16:41:02,760 - INFO - 
+--- Processing incorrect-only (n=17) ---
+2026-02-19 16:41:03,799 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_400k_L0.png
+2026-02-19 16:41:04,633 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_400k_L7.png
+2026-02-19 16:41:05,458 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_400k_L15.png
+2026-02-19 16:41:06,704 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_400k_L23.png
+2026-02-19 16:41:07,934 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/heatmap_400k_L31.png
+2026-02-19 16:41:09,528 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/incorrect_only/trajectory_400k.png
+2026-02-19 16:41:11,996 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/overlay_correct_all_400k.png
+2026-02-19 16:41:16,322 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/overlay_correct_incorrect_400k.png
+2026-02-19 16:41:19,334 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/overlay_all_400k.png
+2026-02-19 16:41:20,467 - INFO - Saved accuracy chart: /data/shared/Qwen/experiments/correct_filter/results/molmo/accuracy/accuracy_chart.png
+2026-02-19 16:41:22,005 - INFO - Saved ablation summary: /data/shared/Qwen/experiments/correct_filter/results/molmo/comparison/ablation_summary.png
+2026-02-19 16:41:22,010 - INFO - 
+============================================================
+2026-02-19 16:41:22,010 - INFO - === Analysis Complete ===
+2026-02-19 16:41:22,010 - INFO - Results saved to: /data/shared/Qwen/experiments/correct_filter/results/molmo
+2026-02-19 16:41:22,010 - INFO - ============================================================
+    [O] #3607   expected=close    | predicted="Close"
+    [O] #3615   expected=close    | predicted="close"
+    [O] #3619   expected=close    | predicted="Close"
+    [O] #3622   expected=close    | predicted="Close"
+    [O] #3630   expected=close    | predicted="Close"
+    [O] #3633   expected=close    | predicted="close"
+    [O] #3635   expected=close    | predicted="Close"
+    [O] #3637   expected=close    | predicted="Close"
diff --git a/correct_filter/logs/nvila/vanilla.log b/correct_filter/logs/nvila/vanilla.log
new file mode 100644
index 0000000000000000000000000000000000000000..20d37118d9ea09fd46b0fb25c59e98446e5c9d9f
--- /dev/null
+++ b/correct_filter/logs/nvila/vanilla.log
@@ -0,0 +1,3752 @@
+2026-02-16 04:57:08,093 - INFO - 
+=== Loading & Modifying EmbSpatialBench Data (ALL samples) ===
+2026-02-16 04:57:10,627 - INFO - Data modification: 3640/3640 success, 0 failed
+2026-02-16 04:57:10,627 - INFO -   left: 616 samples
+2026-02-16 04:57:10,627 - INFO -     Example Q: Is the jar to the left or right of the stairs? Answer with only one word.
+2026-02-16 04:57:10,627 - INFO -     Example A: left
+2026-02-16 04:57:10,627 - INFO -   right: 620 samples
+2026-02-16 04:57:10,627 - INFO -     Example Q: Is the cabinet to the left or right of the bag? Answer with only one word.
+2026-02-16 04:57:10,627 - INFO -     Example A: right
+2026-02-16 04:57:10,627 - INFO -   above: 596 samples
+2026-02-16 04:57:10,627 - INFO -     Example Q: Is the picture above or under the rug? Answer with only one word.
+2026-02-16 04:57:10,627 - INFO -     Example A: above
+2026-02-16 04:57:10,627 - INFO -   under: 602 samples
+2026-02-16 04:57:10,627 - INFO -     Example Q: Is the dresser above or under the mirror? Answer with only one word.
+2026-02-16 04:57:10,627 - INFO -     Example A: under
+2026-02-16 04:57:10,627 - INFO -   far: 594 samples
+2026-02-16 04:57:10,627 - INFO -     Example Q: Compared to table, is cabinet far or close from you? Answer with only one word.
+2026-02-16 04:57:10,627 - INFO -     Example A: far
+2026-02-16 04:57:10,627 - INFO -   close: 612 samples
+2026-02-16 04:57:10,627 - INFO -     Example Q: Compared to towel, is basket far or close from you? Answer with only one word.
+2026-02-16 04:57:10,627 - INFO -     Example A: close
+2026-02-16 04:57:10,630 - INFO - 
+============================================================
+2026-02-16 04:57:10,630 - INFO - Processing nvila - vanilla
+2026-02-16 04:57:10,630 - INFO - Model path: /data/shared/Qwen/mydisk/NVILA-Lite-2B
+2026-02-16 04:57:10,630 - INFO - ============================================================
+[2026-02-16 04:57:12,619] [INFO] [real_accelerator.py:110:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+2026-02-16 04:57:15,057 - INFO - PyTorch version 2.3.0 available.
+2026-02-16 04:57:15,942 - INFO - We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk).
+You are attempting to use Flash Attention 2.0 with a model not initialized on GPU. Make sure to move the model to GPU after initializing it on CPU with `model.to('cuda')`.
+The new embeddings will be initialized from a multivariate normal distribution that has old embeddings' mean and covariance. As described in this article: https://nlp.stanford.edu/~johnhew/vocab-expansion.html. To disable this, use `mean_resizing=False`
+2026-02-16 04:57:53,520 - INFO - Loaded NVILA from /data/shared/Qwen/mydisk/NVILA-Lite-2B
+2026-02-16 04:57:53,521 - INFO - Model has 28 layers. Extracting ALL layers (0..27)
+2026-02-16 04:57:53,521 - INFO - 
+--- Phase A: Extracting hidden states with predictions ---
+2026-02-16 04:57:53,521 - INFO - Processing category: left (616 samples)
+
  left:   0%|          | 0/616 [00:00<?, ?it/s]
                                               

  left:   0%|          | 0/616 [00:01<?, ?it/s]
  left:   0%|          | 1/616 [00:01<13:44,  1.34s/it]
                                                       

  left:   0%|          | 1/616 [00:02<13:44,  1.34s/it]
  left:   0%|          | 2/616 [00:02<11:43,  1.15s/it]
                                                       

  left:   0%|          | 2/616 [00:03<11:43,  1.15s/it]
  left:   0%|          | 3/616 [00:03<10:53,  1.07s/it]
                                                       

  left:   0%|          | 3/616 [00:04<10:53,  1.07s/it]
  left:   1%|          | 4/616 [00:04<10:59,  1.08s/it]
                                                       

  left:   1%|          | 4/616 [00:05<10:59,  1.08s/it]
  left:   1%|          | 5/616 [00:05<11:01,  1.08s/it]
                                                       

  left:   1%|          | 5/616 [00:06<11:01,  1.08s/it]
  left:   1%|          | 6/616 [00:06<10:03,  1.01it/s]
                                                       

  left:   1%|          | 6/616 [00:07<10:03,  1.01it/s]
  left:   1%|          | 7/616 [00:07<09:44,  1.04it/s]
                                                       

  left:   1%|          | 7/616 [00:08<09:44,  1.04it/s]
  left:   1%|▏         | 8/616 [00:08<09:31,  1.06it/s]
                                                       

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  left:   1%|▏         | 9/616 [00:09<09:42,  1.04it/s]
                                                       

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  left:   2%|▏         | 10/616 [00:10<09:54,  1.02it/s]
                                                        

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  left:   2%|▏         | 11/616 [00:11<09:51,  1.02it/s]
                                                        

  left:   2%|▏         | 11/616 [00:11<09:51,  1.02it/s]
  left:   2%|▏         | 12/616 [00:11<08:26,  1.19it/s]
                                                        

  left:   2%|▏         | 12/616 [00:12<08:26,  1.19it/s]
  left:   2%|▏         | 13/616 [00:12<09:16,  1.08it/s]
                                                        

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  left:   2%|▏         | 14/616 [00:13<07:57,  1.26it/s]
                                                        

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  left:   2%|▏         | 15/616 [00:14<08:53,  1.13it/s]
                                                        

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  left:   3%|▎         | 16/616 [00:15<08:30,  1.18it/s]
                                                        

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  left:   3%|▎         | 17/616 [00:15<07:38,  1.31it/s]
                                                        

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  left:   3%|▎         | 18/616 [00:16<06:51,  1.45it/s]
                                                        

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    [O] #865    expected=left     | predicted="Left"
+    [O] #866    expected=left     | predicted="Left"
+    [O] #867    expected=left     | predicted="Left"
+    [X] #872    expected=left     | predicted="Right"
+    [O] #873    expected=left     | predicted="Left"
+    [O] #880    expected=left     | predicted="Left"
+    [O] #882    expected=left     | predicted="Left"
+    [O] #890    expected=left     | predicted="Left"
+    [O] #903    expected=left     | predicted="Left"
+    [O] #905    expected=left     | predicted="Left"
+    [O] #912    expected=left     | predicted="Left"
+    [O] #915    expected=left     | predicted="Left"
+    [O] #917    expected=left     | predicted="Left"
+    [O] #925    expected=left     | predicted="Left"
+    [O] #951    expected=left     | predicted="Left"
+    [O] #952    expected=left     | predicted="Left"
+    [X] #959    expected=left     | predicted="Right"
+    [O] #960    expected=left     | predicted="Left"
+    [O] #964    expected=left     | predicted="Left"
+    [O] #969    expected=left     | predicted="Left"
+    [O] #976    expected=left     | predicted="Left"
+    [O] #978    expected=left     | predicted="Left"
+    [O] #982    expected=left     | predicted="Left"
+    [O] #986    expected=left     | predicted="Left"
+    [O] #991    expected=left     | predicted="Left"
+    [O] #1013   expected=left     | predicted="Left"
+    [O] #1020   expected=left     | predicted="Left"
+    [O] #1031   expected=left     | predicted="Left"
+    [O] #1034   expected=left     | predicted="Left"
+    [O] #1041   expected=left     | predicted="Left"
+    [O] #1042   expected=left     | predicted="Left"
+    [O] #1044   expected=left     | predicted="Left"
+    [O] #1047   expected=left     | predicted="Left"
+    [O] #1058   expected=left     | predicted="Left"
+    [O] #1065   expected=left     | predicted="Left"
+    [O] #1069   expected=left     | predicted="Left"
+    [O] #1080   expected=left     | predicted="Left"
+    [O] #1083   expected=left     | predicted="Left"
+    [O] #1089   expected=left     | predicted="Left"
+    [O] #1090   expected=left     | predicted="Left"
+    [O] #1099   expected=left     | predicted="Left"
+    [O] #1115   expected=left     | predicted="Left"
+    [O] #1123   expected=left     | predicted="Left"
+    [O] #1124   expected=left     | predicted="Left"
+    [O] #1125   expected=left     | predicted="Left"
+    [O] #1128   expected=left     | predicted="Left"
+    [O] #1130   expected=left     | predicted="Left"
+    [O] #1137   expected=left     | predicted="Left"
+    [O] #1138   expected=left     | predicted="Left"
+    [O] #1153   expected=left     | predicted="Left"
+    [O] #1170   expected=left     | predicted="Left"
+    [O] #1174   expected=left     | predicted="Left"
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+    [O] #1204   expected=left     | predicted="Left"
+    [O] #1210   expected=left     | predicted="Left"
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+    [O] #1231   expected=left     | predicted="Left"
+    [O] #1236   expected=left     | predicted="Left"
+    [X] #1240   expected=left     | predicted="Right"
+    [O] #1241   expected=left     | predicted="Left"
+    [O] #1251   expected=left     | predicted="Left"
+    [O] #1256   expected=left     | predicted="Left"
+    [O] #1265   expected=left     | predicted="Left"
+    [O] #1269   expected=left     | predicted="Left"
+    [O] #1277   expected=left     | predicted="Left"
+    [O] #1294   expected=left     | predicted="Left"
+    [X] #1295   expected=left     | predicted="Right"
+    [O] #1309   expected=left     | predicted="Left"
+    [O] #1310   expected=left     | predicted="Left"
+    [O] #1311   expected=left     | predicted="Left"
+    [O] #1312   expected=left     | predicted="Left"
+    [O] #1314   expected=left     | predicted="Left"
+    [O] #1315   expected=left     | predicted="Left"
+    [O] #1317   expected=left     | predicted="Left"
+    [O] #1319   expected=left     | predicted="Left"
+    [O] #1321   expected=left     | predicted="Left"
+    [O] #1327   expected=left     | predicted="Left"
+    [O] #1333   expected=left     | predicted="Left"
+    [O] #1334   expected=left     | predicted="Left"
+    [O] #1335   expected=left     | predicted="Left"
+    [X] #1346   expected=left     | predicted="Right"
+    [O] #1353   expected=left     | predicted="Left"
+    [O] #1362   expected=left     | predicted="Left"
+    [X] #1370   expected=left     | predicted="Right"
+    [O] #1375   expected=left     | predicted="Left"
+    [O] #1382   expected=left     | predicted="Left"
+    [O] #1388   expected=left     | predicted="Left"
+    [O] #1389   expected=left     | predicted="Left"
+    [O] #1410   expected=left     | predicted="Left"
+    [O] #1417   expected=left     | predicted="Left"
+    [O] #1420   expected=left     | predicted="Left"
+    [X] #1423   expected=left     | predicted="Right"
+    [O] #1425   expected=left     | predicted="Left"
+    [O] #1434   expected=left     | predicted="Left"
+    [O] #1438   expected=left     | predicted="Left"
+    [O] #1443   expected=left     | predicted="Left"
+    [O] #1449   expected=left     | predicted="Left"
+    [O] #1460   expected=left     | predicted="Left"
+    [O] #1462   expected=left     | predicted="Left"
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+    [O] #1475   expected=left     | predicted="Left"
+    [O] #1476   expected=left     | predicted="Left"
+    [O] #1488   expected=left     | predicted="Left"
+    [O] #1490   expected=left     | predicted="Left"
+    [O] #1512   expected=left     | predicted="Left"
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+    [O] #1551   expected=left     | predicted="Left"
+    [O] #1552   expected=left     | predicted="Left"
+    [O] #1553   expected=left     | predicted="Left"
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+    [O] #1582   expected=left     | predicted="Left"
+    [O] #1583   expected=left     | predicted="Left"
+    [O] #1584   expected=left     | predicted="Left"
+    [O] #1587   expected=left     | predicted="Left"
+    [O] #1589   expected=left     | predicted="Left"
+    [O] #1596   expected=left     | predicted="Left"
+    [O] #1598   expected=left     | predicted="Left"
+    [O] #1602   expected=left     | predicted="Left"
+    [O] #1608   expected=left     | predicted="Left"
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+    [O] #1665   expected=left     | predicted="Left"
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+    [O] #1724   expected=left     | predicted="Left"
+    [O] #1727   expected=left     | predicted="Left"
+    [O] #1735   expected=left     | predicted="Left"
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+    [O] #1746   expected=left     | predicted="Left"
+    [O] #1756   expected=left     | predicted="Left"
+    [O] #1764   expected=left     | predicted="Left"
+    [O] #1766   expected=left     | predicted="Left"
+    [O] #1772   expected=left     | predicted="Left"
+
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    [O] #1774   expected=left     | predicted="Left"
+    [O] #1776   expected=left     | predicted="Left"
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+    [O] #1790   expected=left     | predicted="Left"
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+    [O] #1841   expected=left     | predicted="Left"
+    [O] #1845   expected=left     | predicted="Left"
+    [O] #1847   expected=left     | predicted="Left"
+    [O] #1848   expected=left     | predicted="Left"
+    [O] #1851   expected=left     | predicted="Left"
+    [O] #1858   expected=left     | predicted="Left"
+    [O] #1870   expected=left     | predicted="Left"
+    [O] #1873   expected=left     | predicted="Left"
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+    [O] #1911   expected=left     | predicted="Left"
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+    [O] #2700   expected=left     | predicted="Left"
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+    [O] #2703   expected=left     | predicted="Left"
+    [O] #2704   expected=left     | predicted="Left"
+    [O] #2706   expected=left     | predicted="Left"
+
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  left:  93%|█████████▎| 571/616 [08:11<00:55,  1.24s/it]
  left:  93%|█████████▎| 572/616 [08:11<01:05,  1.50s/it]
                                                         

  left:  93%|█████████▎| 572/616 [08:12<01:05,  1.50s/it]
  left:  93%|█████████▎| 573/616 [08:12<00:57,  1.35s/it]
                                                         

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  left:  93%|█████████▎| 574/616 [08:13<00:58,  1.38s/it]
                                                         

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  left:  93%|█████████▎| 575/616 [08:15<01:01,  1.49s/it]
                                                         

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  left:  94%|█████████▎| 576/616 [08:16<00:55,  1.40s/it]
                                                         

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  left:  94%|█████████▎| 577/616 [08:17<00:55,  1.43s/it]
                                                         

  left:  94%|█████████▎| 577/616 [08:19<00:55,  1.43s/it]
  left:  94%|█████████▍| 578/616 [08:19<00:53,  1.42s/it]
                                                         

  left:  94%|█████████▍| 578/616 [08:20<00:53,  1.42s/it]
  left:  94%|█████████▍| 579/616 [08:20<00:51,  1.39s/it]
                                                         

  left:  94%|█████████▍| 579/616 [08:22<00:51,  1.39s/it]
  left:  94%|█████████▍| 580/616 [08:22<00:55,  1.54s/it]
                                                         

  left:  94%|█████████▍| 580/616 [08:24<00:55,  1.54s/it]
  left:  94%|█████████▍| 581/616 [08:24<00:57,  1.65s/it]
                                                         

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  left:  94%|█████████▍| 582/616 [08:25<00:52,  1.53s/it]
                                                         

  left:  94%|█████████▍| 582/616 [08:27<00:52,  1.53s/it]
  left:  95%|█████████▍| 583/616 [08:27<00:49,  1.49s/it]
                                                         

  left:  95%|█████████▍| 583/616 [08:28<00:49,  1.49s/it]
  left:  95%|█████████▍| 584/616 [08:28<00:42,  1.32s/it]
                                                         

  left:  95%|█████████▍| 584/616 [08:29<00:42,  1.32s/it]
  left:  95%|█████████▍| 585/616 [08:29<00:41,  1.33s/it]
                                                         

  left:  95%|█████████▍| 585/616 [08:31<00:41,  1.33s/it]
  left:  95%|█████████▌| 586/616 [08:31<00:44,  1.48s/it]
                                                         

  left:  95%|█████████▌| 586/616 [08:33<00:44,  1.48s/it]
  left:  95%|█████████▌| 587/616 [08:33<00:46,  1.61s/it]
                                                         

  left:  95%|█████████▌| 587/616 [08:34<00:46,  1.61s/it]
  left:  95%|█████████▌| 588/616 [08:34<00:44,  1.58s/it]
                                                         

  left:  95%|█████████▌| 588/616 [08:36<00:44,  1.58s/it]
  left:  96%|█████████▌| 589/616 [08:36<00:46,  1.74s/it]
                                                         

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  left:  96%|█████████▌| 590/616 [08:38<00:46,  1.80s/it]
                                                         

  left:  96%|█████████▌| 590/616 [08:40<00:46,  1.80s/it]
  left:  96%|█████████▌| 591/616 [08:40<00:43,  1.74s/it]
                                                         

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  left:  97%|█████████▋| 595/616 [08:46<00:31,  1.48s/it]
                                                         

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  left:  97%|█████████▋| 597/616 [08:49<00:29,  1.57s/it]
                                                         

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  left:  97%|█████████▋| 598/616 [08:51<00:32,  1.79s/it]
                                                         

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  left:  97%|█████████▋| 599/616 [08:53<00:29,  1.75s/it]
                                                         

  left:  97%|█████████▋| 599/616 [08:55<00:29,  1.75s/it]
  left:  97%|█████████▋| 600/616 [08:55<00:29,  1.87s/it]
                                                         

  left:  97%|█████████▋| 600/616 [08:57<00:29,  1.87s/it]
  left:  98%|█████████▊| 601/616 [08:57<00:26,  1.76s/it]
                                                         

  left:  98%|█████████▊| 601/616 [08:59<00:26,  1.76s/it]
  left:  98%|█████████▊| 602/616 [08:59<00:26,  1.90s/it]
                                                         

  left:  98%|█████████▊| 602/616 [09:00<00:26,  1.90s/it]
  left:  98%|█████████▊| 603/616 [09:00<00:22,  1.74s/it]
                                                         

  left:  98%|█████████▊| 603/616 [09:02<00:22,  1.74s/it]
  left:  98%|█████████▊| 604/616 [09:02<00:20,  1.69s/it]
                                                         

  left:  98%|█████████▊| 604/616 [09:04<00:20,  1.69s/it]
  left:  98%|█████████▊| 605/616 [09:04<00:19,  1.78s/it]
                                                         

  left:  98%|█████████▊| 605/616 [09:05<00:19,  1.78s/it]
  left:  98%|█████████▊| 606/616 [09:05<00:15,  1.60s/it]
                                                         

  left:  98%|█████████▊| 606/616 [09:07<00:15,  1.60s/it]
  left:  99%|█████████▊| 607/616 [09:07<00:14,  1.65s/it]
                                                         

  left:  99%|█████████▊| 607/616 [09:09<00:14,  1.65s/it]
  left:  99%|█████████▊| 608/616 [09:09<00:14,  1.76s/it]
                                                         

  left:  99%|█████████▊| 608/616 [09:10<00:14,  1.76s/it]
  left:  99%|█████████▉| 609/616 [09:10<00:12,  1.76s/it]
                                                         

  left:  99%|█████████▉| 609/616 [09:13<00:12,  1.76s/it]
  left:  99%|█████████▉| 610/616 [09:13<00:11,  1.88s/it]
                                                         

  left:  99%|█████████▉| 610/616 [09:14<00:11,  1.88s/it]
  left:  99%|█████████▉| 611/616 [09:14<00:08,  1.73s/it]
                                                         

  left:  99%|█████████▉| 611/616 [09:15<00:08,  1.73s/it]
  left:  99%|█████████▉| 612/616 [09:15<00:06,  1.65s/it]
                                                         

  left:  99%|█████████▉| 612/616 [09:18<00:06,  1.65s/it]
  left: 100%|█████████▉| 613/616 [09:18<00:05,  1.78s/it]
                                                         

  left: 100%|█████████▉| 613/616 [09:19<00:05,  1.78s/it]
  left: 100%|█████████▉| 614/616 [09:19<00:03,  1.67s/it]
                                                         

  left: 100%|█████████▉| 614/616 [09:21<00:03,  1.67s/it]
  left: 100%|█████████▉| 615/616 [09:21<00:01,  1.63s/it]
                                                         

  left: 100%|█████████▉| 615/616 [09:21<00:01,  1.63s/it]
  left: 100%|██████████| 616/616 [09:21<00:00,  1.42s/it]
  left: 100%|██████████| 616/616 [09:21<00:00,  1.10it/s]
+2026-02-16 05:07:15,475 - INFO -   left: 616/616 extracted | correct=577, incorrect=39, accuracy=93.7%
+2026-02-16 05:07:15,476 - INFO - Processing category: right (620 samples)
+    [O] #2717   expected=left     | predicted="Left"
+    [O] #2721   expected=left     | predicted="Left"
+    [O] #2723   expected=left     | predicted="Left"
+    [O] #2724   expected=left     | predicted="Left"
+    [O] #2742   expected=left     | predicted="Left"
+    [O] #2749   expected=left     | predicted="Left"
+    [O] #2751   expected=left     | predicted="Left"
+    [O] #2761   expected=left     | predicted="Left"
+    [O] #2765   expected=left     | predicted="Left"
+    [O] #2768   expected=left     | predicted="Left"
+    [O] #2770   expected=left     | predicted="Left"
+    [O] #2781   expected=left     | predicted="Left"
+    [O] #2782   expected=left     | predicted="Left"
+    [O] #2788   expected=left     | predicted="Left"
+    [O] #2795   expected=left     | predicted="Left"
+    [O] #2806   expected=left     | predicted="Left"
+    [O] #2809   expected=left     | predicted="Left"
+    [O] #2811   expected=left     | predicted="Left"
+    [O] #2824   expected=left     | predicted="Left"
+    [O] #2827   expected=left     | predicted="Left"
+    [O] #2828   expected=left     | predicted="Left"
+    [O] #2842   expected=left     | predicted="Left"
+    [O] #2846   expected=left     | predicted="Left"
+    [O] #2850   expected=left     | predicted="Left"
+    [O] #2864   expected=left     | predicted="Left"
+    [O] #2865   expected=left     | predicted="Left"
+    [O] #2871   expected=left     | predicted="Left"
+    [X] #2874   expected=left     | predicted="Right"
+    [O] #2875   expected=left     | predicted="Left"
+    [O] #2886   expected=left     | predicted="Left"
+    [O] #2888   expected=left     | predicted="Left"
+    [O] #2891   expected=left     | predicted="Left"
+    [O] #2893   expected=left     | predicted="Left"
+    [O] #2904   expected=left     | predicted="Left"
+    [O] #2906   expected=left     | predicted="Left"
+    [O] #2910   expected=left     | predicted="Left"
+    [O] #2918   expected=left     | predicted="Left"
+    [O] #2921   expected=left     | predicted="Left"
+    [O] #2923   expected=left     | predicted="Left"
+    [O] #2924   expected=left     | predicted="Left"
+    [O] #2927   expected=left     | predicted="Left"
+    [O] #2932   expected=left     | predicted="Left"
+    [O] #2935   expected=left     | predicted="Left"
+    [O] #2938   expected=left     | predicted="Left"
+    [O] #2939   expected=left     | predicted="Left"
+    [O] #2940   expected=left     | predicted="Left"
+    [O] #2945   expected=left     | predicted="Left"
+    [O] #2946   expected=left     | predicted="Left"
+    [O] #2948   expected=left     | predicted="Left"
+    [X] #2949   expected=left     | predicted="Right"
+    [O] #2955   expected=left     | predicted="Left"
+    [O] #2972   expected=left     | predicted="Left"
+    [O] #2974   expected=left     | predicted="Left"
+    [O] #2981   expected=left     | predicted="Left"
+    [O] #2989   expected=left     | predicted="Left"
+    [O] #3002   expected=left     | predicted="Left"
+    [O] #3005   expected=left     | predicted="Left"
+    [O] #3007   expected=left     | predicted="Left"
+    [O] #3012   expected=left     | predicted="Left"
+    [O] #3020   expected=left     | predicted="Left"
+    [X] #3022   expected=left     | predicted="Right"
+    [O] #3024   expected=left     | predicted="Left"
+    [O] #3026   expected=left     | predicted="Left"
+    [O] #3027   expected=left     | predicted="Left"
+    [O] #3037   expected=left     | predicted="Left"
+    [O] #3051   expected=left     | predicted="Left"
+    [O] #3054   expected=left     | predicted="Left"
+    [O] #3078   expected=left     | predicted="Left"
+    [O] #3080   expected=left     | predicted="Left"
+    [O] #3085   expected=left     | predicted="Left"
+    [O] #3088   expected=left     | predicted="Left"
+    [O] #3090   expected=left     | predicted="Left"
+    [X] #3091   expected=left     | predicted="Right"
+    [X] #3093   expected=left     | predicted="Right"
+    [O] #3106   expected=left     | predicted="Left"
+    [O] #3123   expected=left     | predicted="Left"
+    [O] #3131   expected=left     | predicted="Left"
+    [O] #3143   expected=left     | predicted="Left"
+    [O] #3152   expected=left     | predicted="Left"
+    [O] #3171   expected=left     | predicted="Left"
+    [O] #3174   expected=left     | predicted="Left"
+    [O] #3187   expected=left     | predicted="Left"
+    [X] #3188   expected=left     | predicted="Right"
+    [O] #3190   expected=left     | predicted="Left"
+    [O] #3197   expected=left     | predicted="Left"
+    [O] #3201   expected=left     | predicted="Left"
+    [O] #3242   expected=left     | predicted="Left"
+    [O] #3248   expected=left     | predicted="Left"
+    [O] #3249   expected=left     | predicted="Left"
+    [O] #3250   expected=left     | predicted="Left"
+    [O] #3257   expected=left     | predicted="Left"
+    [O] #3264   expected=left     | predicted="Left"
+    [X] #3267   expected=left     | predicted="Right"
+    [O] #3280   expected=left     | predicted="Left"
+    [O] #3296   expected=left     | predicted="Left"
+    [O] #3298   expected=left     | predicted="Left"
+    [O] #3301   expected=left     | predicted="Left"
+    [O] #3322   expected=left     | predicted="Left"
+    [O] #3325   expected=left     | predicted="Left"
+    [O] #3342   expected=left     | predicted="Left"
+    [O] #3344   expected=left     | predicted="Left"
+    [O] #3347   expected=left     | predicted="Left"
+    [X] #3350   expected=left     | predicted="Right"
+    [O] #3353   expected=left     | predicted="Left"
+    [O] #3357   expected=left     | predicted="Left"
+    [O] #3361   expected=left     | predicted="Left"
+    [O] #3362   expected=left     | predicted="Left"
+    [O] #3364   expected=left     | predicted="Left"
+    [O] #3372   expected=left     | predicted="Left"
+    [O] #3376   expected=left     | predicted="Left"
+    [O] #3384   expected=left     | predicted="Left"
+    [O] #3398   expected=left     | predicted="Left"
+    [O] #3399   expected=left     | predicted="Left"
+    [O] #3403   expected=left     | predicted="Left"
+    [O] #3410   expected=left     | predicted="Left"
+    [O] #3412   expected=left     | predicted="Left"
+    [O] #3416   expected=left     | predicted="Left"
+    [X] #3433   expected=left     | predicted="Right"
+    [O] #3436   expected=left     | predicted="Left"
+    [O] #3437   expected=left     | predicted="Left"
+    [O] #3443   expected=left     | predicted="Left"
+    [O] #3448   expected=left     | predicted="Left"
+    [O] #3469   expected=left     | predicted="Left"
+    [O] #3474   expected=left     | predicted="Left"
+    [O] #3476   expected=left     | predicted="Left"
+    [O] #3479   expected=left     | predicted="Left"
+    [O] #3487   expected=left     | predicted="Left"
+    [O] #3488   expected=left     | predicted="Left"
+    [O] #3490   expected=left     | predicted="Left"
+    [O] #3491   expected=left     | predicted="Left"
+    [O] #3494   expected=left     | predicted="Left"
+    [O] #3501   expected=left     | predicted="Left"
+    [O] #3509   expected=left     | predicted="Left"
+    [O] #3510   expected=left     | predicted="Left"
+    [O] #3516   expected=left     | predicted="Left"
+    [O] #3527   expected=left     | predicted="Left"
+    [O] #3529   expected=left     | predicted="Left"
+    [O] #3534   expected=left     | predicted="Left"
+    [O] #3537   expected=left     | predicted="Left"
+    [O] #3542   expected=left     | predicted="Left"
+    [O] #3543   expected=left     | predicted="Left"
+    [O] #3553   expected=left     | predicted="Left"
+    [O] #3559   expected=left     | predicted="Left"
+    [O] #3568   expected=left     | predicted="Left"
+    [O] #3571   expected=left     | predicted="Left"
+    [O] #3576   expected=left     | predicted="Left"
+    [O] #3582   expected=left     | predicted="Left"
+    [O] #3584   expected=left     | predicted="Left"
+    [O] #3589   expected=left     | predicted="Left"
+    [O] #3596   expected=left     | predicted="Left"
+    [O] #3598   expected=left     | predicted="Left"
+    [O] #3616   expected=left     | predicted="Left"
+    [O] #3628   expected=left     | predicted="Left"
+    [O] #3638   expected=left     | predicted="Left"
+
  right:   0%|          | 0/620 [00:00<?, ?it/s]
                                                

  right:   0%|          | 0/620 [00:00<?, ?it/s]
  right:   0%|          | 1/620 [00:00<06:45,  1.53it/s]
                                                        

  right:   0%|          | 1/620 [00:02<06:45,  1.53it/s]
  right:   0%|          | 2/620 [00:02<11:00,  1.07s/it]
                                                        

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  right:   0%|          | 3/620 [00:03<10:44,  1.04s/it]
                                                        

  right:   0%|          | 3/620 [00:04<10:44,  1.04s/it]
  right:   1%|          | 4/620 [00:04<10:27,  1.02s/it]
                                                        

  right:   1%|          | 4/620 [00:04<10:27,  1.02s/it]
  right:   1%|          | 5/620 [00:04<09:48,  1.05it/s]
                                                        

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  right:   1%|          | 6/620 [00:06<10:30,  1.03s/it]
                                                        

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  right:   1%|          | 7/620 [00:06<09:13,  1.11it/s]
                                                        

  right:   1%|          | 7/620 [00:08<09:13,  1.11it/s]
  right:   1%|▏         | 8/620 [00:08<11:13,  1.10s/it]
                                                        

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  right:   1%|▏         | 9/620 [00:08<09:37,  1.06it/s]
                                                        

  right:   1%|▏         | 9/620 [00:09<09:37,  1.06it/s]
  right:   2%|▏         | 10/620 [00:09<10:19,  1.02s/it]
                                                         

  right:   2%|▏         | 10/620 [00:11<10:19,  1.02s/it]
  right:   2%|▏         | 11/620 [00:11<11:07,  1.10s/it]
                                                         

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  right:   2%|▏         | 12/620 [00:11<09:22,  1.08it/s]
                                                         

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  right:   2%|▏         | 13/620 [00:13<10:49,  1.07s/it]
                                                         

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  right:   2%|▏         | 14/620 [00:14<10:12,  1.01s/it]
                                                         

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  right:   2%|▏         | 15/620 [00:15<10:38,  1.06s/it]
                                                         

  right:   2%|▏         | 15/620 [00:16<10:38,  1.06s/it]
  right:   3%|▎         | 16/620 [00:16<10:45,  1.07s/it]
                                                         

  right:   3%|▎         | 16/620 [00:17<10:45,  1.07s/it]
  right:   3%|▎         | 17/620 [00:17<09:59,  1.01it/s]
                                                         

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  right:   3%|▎         | 18/620 [00:17<08:44,  1.15it/s]
                                                         

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  right:   3%|▎         | 19/620 [00:18<07:46,  1.29it/s]
                                                         

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    [O] #2      expected=right    | predicted="Right"
+    [O] #14     expected=right    | predicted="Right"
+    [O] #17     expected=right    | predicted="Right"
+    [O] #19     expected=right    | predicted="Right"
+    [O] #28     expected=right    | predicted="Right"
+    [O] #29     expected=right    | predicted="Right"
+    [O] #33     expected=right    | predicted="Right"
+    [O] #42     expected=right    | predicted="Right"
+    [O] #43     expected=right    | predicted="Right"
+    [X] #46     expected=right    | predicted="Left"
+    [O] #48     expected=right    | predicted="Right"
+    [O] #53     expected=right    | predicted="Right"
+    [O] #54     expected=right    | predicted="Right"
+    [O] #68     expected=right    | predicted="Right"
+    [X] #75     expected=right    | predicted="Left"
+    [O] #84     expected=right    | predicted="Right"
+    [O] #85     expected=right    | predicted="Right"
+    [O] #86     expected=right    | predicted="Right"
+    [O] #88     expected=right    | predicted="Right"
+    [O] #95     expected=right    | predicted="Right"
+    [O] #99     expected=right    | predicted="Right"
+    [O] #106    expected=right    | predicted="Right"
+    [O] #114    expected=right    | predicted="Right"
+    [O] #115    expected=right    | predicted="Right"
+    [X] #117    expected=right    | predicted="Left"
+    [O] #121    expected=right    | predicted="Right"
+    [O] #123    expected=right    | predicted="Right"
+    [X] #124    expected=right    | predicted="Left"
+    [O] #127    expected=right    | predicted="Right"
+    [O] #129    expected=right    | predicted="Right"
+    [O] #133    expected=right    | predicted="Right"
+    [O] #134    expected=right    | predicted="Right"
+    [O] #136    expected=right    | predicted="Right"
+    [O] #141    expected=right    | predicted="Right"
+    [X] #151    expected=right    | predicted="Left"
+    [O] #159    expected=right    | predicted="Right"
+    [O] #162    expected=right    | predicted="Right"
+    [O] #176    expected=right    | predicted="Right"
+    [O] #178    expected=right    | predicted="Right"
+    [X] #182    expected=right    | predicted="Left"
+    [X] #189    expected=right    | predicted="Left"
+    [O] #194    expected=right    | predicted="Right"
+    [O] #198    expected=right    | predicted="Right"
+    [O] #202    expected=right    | predicted="Right"
+    [O] #203    expected=right    | predicted="Right"
+    [O] #206    expected=right    | predicted="Right"
+    [O] #216    expected=right    | predicted="Right"
+    [O] #227    expected=right    | predicted="Right"
+    [O] #232    expected=right    | predicted="Right"
+    [O] #246    expected=right    | predicted="Right"
+    [O] #248    expected=right    | predicted="Right"
+    [O] #257    expected=right    | predicted="Right"
+    [O] #267    expected=right    | predicted="Right"
+    [O] #268    expected=right    | predicted="Right"
+    [O] #274    expected=right    | predicted="Right"
+    [O] #277    expected=right    | predicted="Right"
+    [O] #287    expected=right    | predicted="Right"
+    [X] #291    expected=right    | predicted="Left"
+    [O] #300    expected=right    | predicted="Right"
+    [O] #316    expected=right    | predicted="Right"
+    [O] #317    expected=right    | predicted="Right"
+    [O] #319    expected=right    | predicted="Right"
+    [O] #322    expected=right    | predicted="Right"
+    [O] #331    expected=right    | predicted="Right"
+    [O] #341    expected=right    | predicted="Right"
+    [O] #344    expected=right    | predicted="Right"
+    [O] #350    expected=right    | predicted="Right"
+    [O] #355    expected=right    | predicted="Right"
+    [O] #362    expected=right    | predicted="Right"
+    [O] #371    expected=right    | predicted="Right"
+    [O] #384    expected=right    | predicted="Right"
+    [O] #387    expected=right    | predicted="Right"
+    [O] #393    expected=right    | predicted="Right"
+    [O] #408    expected=right    | predicted="Right"
+    [O] #409    expected=right    | predicted="Right"
+    [O] #421    expected=right    | predicted="Right"
+    [O] #429    expected=right    | predicted="Right"
+    [O] #430    expected=right    | predicted="Right"
+    [O] #435    expected=right    | predicted="Right"
+    [O] #439    expected=right    | predicted="Right"
+    [O] #448    expected=right    | predicted="Right"
+    [X] #449    expected=right    | predicted="Left"
+    [O] #451    expected=right    | predicted="Right"
+    [O] #462    expected=right    | predicted="Right"
+    [X] #465    expected=right    | predicted="Left"
+    [O] #474    expected=right    | predicted="Right"
+    [O] #477    expected=right    | predicted="Right"
+    [O] #478    expected=right    | predicted="Right"
+    [O] #482    expected=right    | predicted="Right"
+    [O] #484    expected=right    | predicted="Right"
+    [O] #485    expected=right    | predicted="Right"
+    [X] #500    expected=right    | predicted="Left"
+    [O] #508    expected=right    | predicted="Right"
+    [X] #512    expected=right    | predicted="Left"
+    [O] #519    expected=right    | predicted="Right"
+    [O] #527    expected=right    | predicted="Right"
+    [O] #528    expected=right    | predicted="Right"
+    [O] #535    expected=right    | predicted="Right"
+    [O] #549    expected=right    | predicted="Right"
+    [O] #550    expected=right    | predicted="Right"
+    [O] #555    expected=right    | predicted="Right"
+    [O] #570    expected=right    | predicted="Right"
+    [O] #572    expected=right    | predicted="Right"
+    [O] #596    expected=right    | predicted="Right"
+    [O] #597    expected=right    | predicted="Right"
+    [O] #601    expected=right    | predicted="Right"
+    [O] #602    expected=right    | predicted="Right"
+    [O] #607    expected=right    | predicted="Right"
+    [X] #609    expected=right    | predicted="Left"
+    [O] #616    expected=right    | predicted="Right"
+    [O] #618    expected=right    | predicted="Right"
+    [O] #619    expected=right    | predicted="Right"
+    [O] #625    expected=right    | predicted="Right"
+    [O] #626    expected=right    | predicted="Right"
+    [O] #633    expected=right    | predicted="Right"
+    [O] #643    expected=right    | predicted="Right"
+    [O] #646    expected=right    | predicted="Right"
+    [X] #650    expected=right    | predicted="Left"
+    [O] #652    expected=right    | predicted="Right"
+    [O] #666    expected=right    | predicted="Right"
+    [O] #670    expected=right    | predicted="Right"
+    [O] #689    expected=right    | predicted="Right"
+    [O] #691    expected=right    | predicted="Right"
+    [O] #729    expected=right    | predicted="Right"
+    [O] #731    expected=right    | predicted="Right"
+    [X] #738    expected=right    | predicted="Left"
+    [X] #746    expected=right    | predicted="Left"
+    [O] #752    expected=right    | predicted="Right"
+    [O] #769    expected=right    | predicted="Right"
+    [O] #783    expected=right    | predicted="Right"
+    [O] #785    expected=right    | predicted="Right"
+    [O] #787    expected=right    | predicted="Right"
+    [O] #794    expected=right    | predicted="Right"
+    [O] #805    expected=right    | predicted="Right"
+    [O] #810    expected=right    | predicted="Right"
+    [O] #831    expected=right    | predicted="Right"
+    [O] #834    expected=right    | predicted="Right"
+    [O] #845    expected=right    | predicted="Right"
+    [O] #847    expected=right    | predicted="Right"
+    [O] #848    expected=right    | predicted="Right"
+    [X] #853    expected=right    | predicted="Left"
+    [O] #869    expected=right    | predicted="Right"
+    [O] #885    expected=right    | predicted="Right"
+    [O] #900    expected=right    | predicted="Right"
+    [O] #902    expected=right    | predicted="Right"
+    [O] #906    expected=right    | predicted="Right"
+    [O] #908    expected=right    | predicted="Right"
+    [O] #910    expected=right    | predicted="Right"
+    [O] #911    expected=right    | predicted="Right"
+    [O] #919    expected=right    | predicted="Right"
+    [O] #921    expected=right    | predicted="Right"
+    [O] #923    expected=right    | predicted="Right"
+
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    [X] #926    expected=right    | predicted="Left"
+    [O] #931    expected=right    | predicted="Right"
+    [O] #933    expected=right    | predicted="Right"
+    [O] #941    expected=right    | predicted="Right"
+    [O] #948    expected=right    | predicted="Right"
+    [O] #963    expected=right    | predicted="Right"
+    [O] #973    expected=right    | predicted="Right"
+    [O] #974    expected=right    | predicted="Right"
+    [O] #975    expected=right    | predicted="Right"
+    [O] #980    expected=right    | predicted="Right"
+    [O] #983    expected=right    | predicted="Right"
+    [O] #985    expected=right    | predicted="Right"
+    [X] #988    expected=right    | predicted="Left"
+    [O] #993    expected=right    | predicted="Right"
+    [X] #995    expected=right    | predicted="Left"
+    [O] #1004   expected=right    | predicted="Right"
+    [O] #1005   expected=right    | predicted="Right"
+    [X] #1008   expected=right    | predicted="Left"
+    [O] #1010   expected=right    | predicted="Right"
+    [O] #1014   expected=right    | predicted="Right"
+    [O] #1015   expected=right    | predicted="Right"
+    [O] #1019   expected=right    | predicted="Right"
+    [O] #1022   expected=right    | predicted="Right"
+    [X] #1023   expected=right    | predicted="Left"
+    [O] #1028   expected=right    | predicted="Right"
+    [O] #1030   expected=right    | predicted="Right"
+    [O] #1035   expected=right    | predicted="Right"
+    [O] #1052   expected=right    | predicted="Right"
+    [O] #1054   expected=right    | predicted="Right"
+    [O] #1068   expected=right    | predicted="Right"
+    [X] #1070   expected=right    | predicted="Left"
+    [O] #1074   expected=right    | predicted="Right"
+    [O] #1082   expected=right    | predicted="Right"
+    [O] #1084   expected=right    | predicted="Right"
+    [O] #1085   expected=right    | predicted="Right"
+    [O] #1088   expected=right    | predicted="Right"
+    [O] #1092   expected=right    | predicted="Right"
+    [O] #1101   expected=right    | predicted="Right"
+    [O] #1102   expected=right    | predicted="Right"
+    [O] #1106   expected=right    | predicted="Right"
+    [O] #1113   expected=right    | predicted="Right"
+    [O] #1116   expected=right    | predicted="Right"
+    [O] #1117   expected=right    | predicted="Right"
+    [X] #1119   expected=right    | predicted="Left"
+    [O] #1129   expected=right    | predicted="Right"
+    [O] #1135   expected=right    | predicted="Right"
+    [O] #1136   expected=right    | predicted="Right"
+    [O] #1141   expected=right    | predicted="Right"
+    [O] #1144   expected=right    | predicted="Right"
+    [O] #1146   expected=right    | predicted="Right"
+    [O] #1150   expected=right    | predicted="Right"
+    [O] #1152   expected=right    | predicted="Right"
+    [O] #1158   expected=right    | predicted="Right"
+    [O] #1159   expected=right    | predicted="Right"
+    [O] #1175   expected=right    | predicted="Right"
+    [O] #1183   expected=right    | predicted="Right"
+    [X] #1185   expected=right    | predicted="Left"
+    [O] #1193   expected=right    | predicted="Right"
+    [O] #1208   expected=right    | predicted="Right"
+    [X] #1217   expected=right    | predicted="Left"
+    [O] #1222   expected=right    | predicted="Right"
+    [O] #1223   expected=right    | predicted="Right"
+    [O] #1226   expected=right    | predicted="Right"
+    [X] #1228   expected=right    | predicted="Left"
+    [O] #1229   expected=right    | predicted="Right"
+    [O] #1234   expected=right    | predicted="Right"
+    [O] #1239   expected=right    | predicted="Right"
+    [O] #1242   expected=right    | predicted="Right"
+    [O] #1263   expected=right    | predicted="Right"
+    [O] #1266   expected=right    | predicted="Right"
+    [X] #1267   expected=right    | predicted="Left"
+    [O] #1273   expected=right    | predicted="Right"
+    [X] #1279   expected=right    | predicted="Left"
+    [O] #1285   expected=right    | predicted="Right"
+    [O] #1304   expected=right    | predicted="Right"
+    [O] #1324   expected=right    | predicted="Right"
+    [O] #1336   expected=right    | predicted="Right"
+    [O] #1339   expected=right    | predicted="Right"
+    [O] #1351   expected=right    | predicted="Right"
+    [O] #1352   expected=right    | predicted="Right"
+    [X] #1355   expected=right    | predicted="Left"
+    [X] #1356   expected=right    | predicted="Left"
+    [O] #1357   expected=right    | predicted="Right"
+    [O] #1365   expected=right    | predicted="Right"
+    [O] #1373   expected=right    | predicted="Right"
+    [O] #1374   expected=right    | predicted="Right"
+    [O] #1380   expected=right    | predicted="Right"
+    [O] #1398   expected=right    | predicted="Right"
+    [O] #1399   expected=right    | predicted="Right"
+    [O] #1402   expected=right    | predicted="Right"
+    [O] #1403   expected=right    | predicted="Right"
+    [O] #1405   expected=right    | predicted="Right"
+    [O] #1412   expected=right    | predicted="Right"
+    [O] #1427   expected=right    | predicted="Right"
+    [O] #1429   expected=right    | predicted="Right"
+    [O] #1432   expected=right    | predicted="Right"
+    [O] #1440   expected=right    | predicted="Right"
+    [X] #1446   expected=right    | predicted="Left"
+    [O] #1448   expected=right    | predicted="Right"
+    [O] #1459   expected=right    | predicted="Right"
+    [X] #1465   expected=right    | predicted="Left"
+    [O] #1473   expected=right    | predicted="Right"
+    [X] #1477   expected=right    | predicted="Left"
+    [O] #1479   expected=right    | predicted="Right"
+    [O] #1480   expected=right    | predicted="Right"
+    [O] #1482   expected=right    | predicted="Right"
+    [O] #1493   expected=right    | predicted="Right"
+    [O] #1507   expected=right    | predicted="Right"
+    [O] #1510   expected=right    | predicted="Right"
+    [O] #1511   expected=right    | predicted="Right"
+    [O] #1535   expected=right    | predicted="Right"
+    [O] #1536   expected=right    | predicted="Right"
+    [O] #1537   expected=right    | predicted="Right"
+    [X] #1547   expected=right    | predicted="Left"
+    [X] #1560   expected=right    | predicted="Left"
+    [X] #1568   expected=right    | predicted="Left"
+    [X] #1578   expected=right    | predicted="Left"
+    [O] #1588   expected=right    | predicted="Right"
+    [O] #1594   expected=right    | predicted="Right"
+    [O] #1599   expected=right    | predicted="Right"
+    [O] #1601   expected=right    | predicted="Right"
+    [X] #1611   expected=right    | predicted="Left"
+    [O] #1615   expected=right    | predicted="Right"
+    [O] #1617   expected=right    | predicted="Right"
+    [O] #1620   expected=right    | predicted="Right"
+    [O] #1627   expected=right    | predicted="Right"
+    [X] #1633   expected=right    | predicted="Left"
+    [O] #1637   expected=right    | predicted="Right"
+    [O] #1643   expected=right    | predicted="Right"
+    [O] #1649   expected=right    | predicted="Right"
+    [O] #1657   expected=right    | predicted="Right"
+    [O] #1663   expected=right    | predicted="Right"
+    [O] #1674   expected=right    | predicted="Right"
+    [O] #1675   expected=right    | predicted="Right"
+    [O] #1677   expected=right    | predicted="Right"
+    [O] #1678   expected=right    | predicted="Right"
+    [O] #1684   expected=right    | predicted="Right"
+    [O] #1685   expected=right    | predicted="Right"
+    [O] #1699   expected=right    | predicted="Right"
+    [O] #1701   expected=right    | predicted="Right"
+    [O] #1702   expected=right    | predicted="Right"
+    [O] #1703   expected=right    | predicted="Right"
+    [O] #1717   expected=right    | predicted="Right"
+    [O] #1723   expected=right    | predicted="Right"
+    [X] #1726   expected=right    | predicted="Left"
+    [O] #1757   expected=right    | predicted="Right"
+    [O] #1769   expected=right    | predicted="Right"
+    [O] #1777   expected=right    | predicted="Right"
+    [O] #1779   expected=right    | predicted="Right"
+    [O] #1780   expected=right    | predicted="Right"
+    [O] #1781   expected=right    | predicted="Right"
+    [O] #1789   expected=right    | predicted="Right"
+
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    [O] #1804   expected=right    | predicted="Right"
+    [O] #1805   expected=right    | predicted="Right"
+    [O] #1827   expected=right    | predicted="Right"
+    [O] #1829   expected=right    | predicted="Right"
+    [X] #1831   expected=right    | predicted="Left"
+    [X] #1834   expected=right    | predicted="Left"
+    [O] #1835   expected=right    | predicted="Right"
+    [O] #1836   expected=right    | predicted="Right"
+    [O] #1842   expected=right    | predicted="Right"
+    [O] #1849   expected=right    | predicted="Right"
+    [X] #1854   expected=right    | predicted="Left"
+    [O] #1856   expected=right    | predicted="Right"
+    [O] #1862   expected=right    | predicted="Right"
+    [O] #1864   expected=right    | predicted="Right"
+    [O] #1868   expected=right    | predicted="Right"
+    [O] #1874   expected=right    | predicted="Right"
+    [O] #1889   expected=right    | predicted="Right"
+    [O] #1893   expected=right    | predicted="Right"
+    [O] #1896   expected=right    | predicted="Right"
+    [O] #1904   expected=right    | predicted="Right"
+    [O] #1909   expected=right    | predicted="Right"
+    [O] #1918   expected=right    | predicted="Right"
+    [O] #1926   expected=right    | predicted="Right"
+    [X] #1931   expected=right    | predicted="Left"
+    [O] #1940   expected=right    | predicted="Right"
+    [O] #1941   expected=right    | predicted="Right"
+    [O] #1957   expected=right    | predicted="Right"
+    [X] #1965   expected=right    | predicted="Left"
+    [O] #1966   expected=right    | predicted="Right"
+    [O] #1967   expected=right    | predicted="Right"
+    [O] #1973   expected=right    | predicted="Right"
+    [O] #1976   expected=right    | predicted="Right"
+    [O] #1977   expected=right    | predicted="Right"
+    [O] #1982   expected=right    | predicted="Right"
+    [O] #1983   expected=right    | predicted="Right"
+    [O] #1985   expected=right    | predicted="Right"
+    [O] #1990   expected=right    | predicted="Right"
+    [O] #1996   expected=right    | predicted="Right"
+    [O] #2013   expected=right    | predicted="Right"
+    [O] #2016   expected=right    | predicted="Right"
+    [O] #2017   expected=right    | predicted="Right"
+    [O] #2019   expected=right    | predicted="Right"
+    [X] #2021   expected=right    | predicted="Left"
+    [O] #2030   expected=right    | predicted="Right"
+    [O] #2049   expected=right    | predicted="Right"
+    [O] #2050   expected=right    | predicted="Right"
+    [O] #2051   expected=right    | predicted="Right"
+    [O] #2061   expected=right    | predicted="Right"
+    [X] #2065   expected=right    | predicted="Left"
+    [O] #2076   expected=right    | predicted="Right"
+    [O] #2078   expected=right    | predicted="Right"
+    [O] #2084   expected=right    | predicted="Right"
+    [O] #2093   expected=right    | predicted="Right"
+    [O] #2097   expected=right    | predicted="Right"
+    [O] #2099   expected=right    | predicted="Right"
+    [O] #2106   expected=right    | predicted="Right"
+    [O] #2119   expected=right    | predicted="Right"
+    [X] #2121   expected=right    | predicted="Left"
+    [O] #2123   expected=right    | predicted="Right"
+    [O] #2136   expected=right    | predicted="Right"
+    [O] #2141   expected=right    | predicted="Right"
+    [X] #2143   expected=right    | predicted="Left"
+    [O] #2145   expected=right    | predicted="Right"
+    [O] #2151   expected=right    | predicted="Right"
+    [O] #2154   expected=right    | predicted="Right"
+    [O] #2162   expected=right    | predicted="Right"
+    [O] #2164   expected=right    | predicted="Right"
+    [O] #2182   expected=right    | predicted="Right"
+    [O] #2191   expected=right    | predicted="Right"
+    [O] #2196   expected=right    | predicted="Right"
+    [O] #2199   expected=right    | predicted="Right"
+    [O] #2202   expected=right    | predicted="Right"
+    [O] #2209   expected=right    | predicted="Right"
+    [O] #2211   expected=right    | predicted="Right"
+    [O] #2221   expected=right    | predicted="Right"
+    [O] #2225   expected=right    | predicted="Right"
+    [O] #2226   expected=right    | predicted="Right"
+    [O] #2229   expected=right    | predicted="Right"
+    [O] #2230   expected=right    | predicted="Right"
+    [O] #2239   expected=right    | predicted="Right"
+    [O] #2247   expected=right    | predicted="Right"
+    [X] #2259   expected=right    | predicted="Left"
+    [O] #2260   expected=right    | predicted="Right"
+    [O] #2265   expected=right    | predicted="Right"
+    [O] #2282   expected=right    | predicted="Right"
+    [O] #2291   expected=right    | predicted="Right"
+    [O] #2301   expected=right    | predicted="Right"
+    [O] #2302   expected=right    | predicted="Right"
+    [O] #2303   expected=right    | predicted="Right"
+    [O] #2304   expected=right    | predicted="Right"
+    [O] #2309   expected=right    | predicted="Right"
+    [O] #2310   expected=right    | predicted="Right"
+    [O] #2316   expected=right    | predicted="Right"
+    [O] #2320   expected=right    | predicted="Right"
+    [O] #2328   expected=right    | predicted="Right"
+    [X] #2334   expected=right    | predicted="Left"
+    [O] #2347   expected=right    | predicted="Right"
+    [O] #2353   expected=right    | predicted="Right"
+    [O] #2355   expected=right    | predicted="Right"
+    [O] #2359   expected=right    | predicted="Right"
+    [O] #2362   expected=right    | predicted="Right"
+    [O] #2365   expected=right    | predicted="Right"
+    [O] #2366   expected=right    | predicted="Right"
+    [O] #2379   expected=right    | predicted="Right"
+    [X] #2389   expected=right    | predicted="Left"
+    [O] #2390   expected=right    | predicted="Right"
+    [O] #2396   expected=right    | predicted="Right"
+    [O] #2401   expected=right    | predicted="Right"
+    [O] #2406   expected=right    | predicted="Right"
+    [O] #2407   expected=right    | predicted="Right"
+    [O] #2408   expected=right    | predicted="Right"
+    [O] #2426   expected=right    | predicted="Right"
+    [X] #2431   expected=right    | predicted="Left"
+    [O] #2433   expected=right    | predicted="Right"
+    [O] #2435   expected=right    | predicted="Right"
+    [O] #2438   expected=right    | predicted="Right"
+    [X] #2440   expected=right    | predicted="Left"
+    [O] #2449   expected=right    | predicted="Right"
+    [O] #2450   expected=right    | predicted="Right"
+    [O] #2451   expected=right    | predicted="Right"
+    [O] #2457   expected=right    | predicted="Right"
+    [O] #2462   expected=right    | predicted="Right"
+    [O] #2463   expected=right    | predicted="Right"
+    [O] #2471   expected=right    | predicted="Right"
+    [O] #2473   expected=right    | predicted="Right"
+    [O] #2479   expected=right    | predicted="Right"
+    [O] #2486   expected=right    | predicted="Right"
+    [O] #2501   expected=right    | predicted="Right"
+    [O] #2510   expected=right    | predicted="Right"
+    [O] #2512   expected=right    | predicted="Right"
+    [O] #2516   expected=right    | predicted="Right"
+    [O] #2519   expected=right    | predicted="Right"
+    [O] #2521   expected=right    | predicted="Right"
+    [O] #2525   expected=right    | predicted="Right"
+    [O] #2527   expected=right    | predicted="Right"
+    [O] #2529   expected=right    | predicted="Right"
+    [O] #2533   expected=right    | predicted="Right"
+    [O] #2534   expected=right    | predicted="Right"
+    [O] #2537   expected=right    | predicted="Right"
+    [O] #2554   expected=right    | predicted="Right"
+    [O] #2564   expected=right    | predicted="Right"
+    [X] #2565   expected=right    | predicted="Left"
+    [O] #2568   expected=right    | predicted="Right"
+    [O] #2569   expected=right    | predicted="Right"
+    [O] #2575   expected=right    | predicted="Right"
+    [O] #2590   expected=right    | predicted="Right"
+    [O] #2594   expected=right    | predicted="Right"
+    [O] #2597   expected=right    | predicted="Right"
+    [O] #2601   expected=right    | predicted="Right"
+    [O] #2602   expected=right    | predicted="Right"
+    [X] #2603   expected=right    | predicted="Left"
+    [O] #2609   expected=right    | predicted="Right"
+
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  right:  98%|█████████▊| 607/620 [09:01<00:18,  1.44s/it]
                                                          
    [O] #2610   expected=right    | predicted="Right"
+    [O] #2613   expected=right    | predicted="Right"
+    [O] #2616   expected=right    | predicted="Right"
+    [O] #2629   expected=right    | predicted="Right"
+    [O] #2642   expected=right    | predicted="Right"
+    [O] #2645   expected=right    | predicted="Right"
+    [O] #2654   expected=right    | predicted="Right"
+    [O] #2662   expected=right    | predicted="Right"
+    [O] #2673   expected=right    | predicted="Right"
+    [O] #2675   expected=right    | predicted="Right"
+    [O] #2683   expected=right    | predicted="Right"
+    [O] #2690   expected=right    | predicted="Right"
+    [O] #2693   expected=right    | predicted="Right"
+    [O] #2697   expected=right    | predicted="Right"
+    [O] #2712   expected=right    | predicted="Right"
+    [O] #2718   expected=right    | predicted="Right"
+    [O] #2722   expected=right    | predicted="Right"
+    [O] #2728   expected=right    | predicted="Right"
+    [O] #2731   expected=right    | predicted="Right"
+    [O] #2733   expected=right    | predicted="Right"
+    [O] #2738   expected=right    | predicted="Right"
+    [O] #2744   expected=right    | predicted="Right"
+    [X] #2748   expected=right    | predicted="Left"
+    [O] #2754   expected=right    | predicted="Right"
+    [O] #2758   expected=right    | predicted="Right"
+    [X] #2762   expected=right    | predicted="Left"
+    [O] #2766   expected=right    | predicted="Right"
+    [O] #2767   expected=right    | predicted="Right"
+    [O] #2777   expected=right    | predicted="Right"
+    [O] #2779   expected=right    | predicted="Right"
+    [O] #2780   expected=right    | predicted="Right"
+    [O] #2784   expected=right    | predicted="Right"
+    [O] #2787   expected=right    | predicted="Right"
+    [O] #2810   expected=right    | predicted="Right"
+    [O] #2823   expected=right    | predicted="Right"
+    [O] #2831   expected=right    | predicted="Right"
+    [O] #2836   expected=right    | predicted="Right"
+    [O] #2838   expected=right    | predicted="Right"
+    [O] #2841   expected=right    | predicted="Right"
+    [O] #2857   expected=right    | predicted="Right"
+    [O] #2877   expected=right    | predicted="Right"
+    [O] #2880   expected=right    | predicted="Right"
+    [O] #2885   expected=right    | predicted="Right"
+    [O] #2898   expected=right    | predicted="Right"
+    [X] #2902   expected=right    | predicted="Left"
+    [O] #2905   expected=right    | predicted="Right"
+    [O] #2909   expected=right    | predicted="Right"
+    [O] #2916   expected=right    | predicted="Right"
+    [O] #2926   expected=right    | predicted="Right"
+    [O] #2928   expected=right    | predicted="Right"
+    [O] #2933   expected=right    | predicted="Right"
+    [X] #2937   expected=right    | predicted="Left"
+    [O] #2951   expected=right    | predicted="Right"
+    [O] #2962   expected=right    | predicted="Right"
+    [O] #2966   expected=right    | predicted="Right"
+    [O] #2969   expected=right    | predicted="Right"
+    [O] #2984   expected=right    | predicted="Right"
+    [O] #2986   expected=right    | predicted="Right"
+    [O] #2992   expected=right    | predicted="Right"
+    [O] #2996   expected=right    | predicted="Right"
+    [O] #2997   expected=right    | predicted="Right"
+    [O] #2999   expected=right    | predicted="Right"
+    [O] #3006   expected=right    | predicted="Right"
+    [O] #3008   expected=right    | predicted="Right"
+    [O] #3031   expected=right    | predicted="Right"
+    [X] #3033   expected=right    | predicted="Left"
+    [O] #3034   expected=right    | predicted="Right"
+    [O] #3036   expected=right    | predicted="Right"
+    [O] #3048   expected=right    | predicted="Right"
+    [O] #3055   expected=right    | predicted="Right"
+    [O] #3072   expected=right    | predicted="Right"
+    [O] #3076   expected=right    | predicted="Right"
+    [O] #3082   expected=right    | predicted="Right"
+    [O] #3094   expected=right    | predicted="Right"
+    [O] #3101   expected=right    | predicted="Right"
+    [O] #3102   expected=right    | predicted="Right"
+    [O] #3115   expected=right    | predicted="Right"
+    [O] #3119   expected=right    | predicted="Right"
+    [O] #3132   expected=right    | predicted="Right"
+    [O] #3133   expected=right    | predicted="Right"
+    [O] #3140   expected=right    | predicted="Right"
+    [O] #3147   expected=right    | predicted="Right"
+    [O] #3164   expected=right    | predicted="Right"
+    [O] #3165   expected=right    | predicted="Right"
+    [O] #3169   expected=right    | predicted="Right"
+    [O] #3172   expected=right    | predicted="Right"
+    [O] #3173   expected=right    | predicted="Right"
+    [O] #3185   expected=right    | predicted="Right"
+    [O] #3186   expected=right    | predicted="Right"
+    [O] #3198   expected=right    | predicted="Right"
+    [O] #3200   expected=right    | predicted="Right"
+    [O] #3205   expected=right    | predicted="Right"
+    [O] #3207   expected=right    | predicted="Right"
+    [O] #3219   expected=right    | predicted="Right"
+    [O] #3226   expected=right    | predicted="Right"
+    [O] #3235   expected=right    | predicted="Right"
+    [O] #3236   expected=right    | predicted="Right"
+    [O] #3241   expected=right    | predicted="Right"
+    [O] #3251   expected=right    | predicted="Right"
+    [O] #3252   expected=right    | predicted="Right"
+    [O] #3256   expected=right    | predicted="Right"
+    [O] #3265   expected=right    | predicted="Right"
+    [O] #3268   expected=right    | predicted="Right"
+    [O] #3281   expected=right    | predicted="Right"
+    [O] #3283   expected=right    | predicted="Right"
+    [O] #3287   expected=right    | predicted="Right"
+    [O] #3288   expected=right    | predicted="Right"
+    [X] #3289   expected=right    | predicted="Left"
+    [O] #3297   expected=right    | predicted="Right"
+    [O] #3306   expected=right    | predicted="Right"
+    [O] #3309   expected=right    | predicted="Right"
+    [O] #3310   expected=right    | predicted="Right"
+    [O] #3314   expected=right    | predicted="Right"
+    [O] #3315   expected=right    | predicted="Right"
+    [O] #3316   expected=right    | predicted="Right"
+    [O] #3324   expected=right    | predicted="Right"
+    [O] #3330   expected=right    | predicted="Right"
+    [O] #3356   expected=right    | predicted="Right"
+    [O] #3360   expected=right    | predicted="Right"
+    [O] #3374   expected=right    | predicted="Right"
+    [O] #3380   expected=right    | predicted="Right"
+    [O] #3382   expected=right    | predicted="Right"
+    [O] #3387   expected=right    | predicted="Right"
+    [O] #3389   expected=right    | predicted="Right"
+    [O] #3390   expected=right    | predicted="Right"
+    [O] #3392   expected=right    | predicted="Right"
+    [O] #3397   expected=right    | predicted="Right"
+    [O] #3404   expected=right    | predicted="Right"
+    [O] #3425   expected=right    | predicted="Right"
+    [O] #3428   expected=right    | predicted="Right"
+    [O] #3449   expected=right    | predicted="Right"
+    [O] #3451   expected=right    | predicted="Right"
+    [O] #3456   expected=right    | predicted="Right"
+    [O] #3462   expected=right    | predicted="Right"
+    [O] #3463   expected=right    | predicted="Right"
+    [O] #3466   expected=right    | predicted="Right"
+    [O] #3473   expected=right    | predicted="Right"
+    [X] #3477   expected=right    | predicted="Left"
+    [O] #3480   expected=right    | predicted="Right"
+    [O] #3484   expected=right    | predicted="Right"
+    [X] #3486   expected=right    | predicted="Left"
+    [O] #3493   expected=right    | predicted="Right"
+    [O] #3499   expected=right    | predicted="Right"
+    [O] #3504   expected=right    | predicted="Right"
+    [O] #3505   expected=right    | predicted="Right"
+    [O] #3507   expected=right    | predicted="Right"
+    [O] #3513   expected=right    | predicted="Right"
+    [O] #3523   expected=right    | predicted="Right"
+    [O] #3536   expected=right    | predicted="Right"
+    [O] #3540   expected=right    | predicted="Right"
+    [O] #3541   expected=right    | predicted="Right"
+
  right:  98%|█████████▊| 607/620 [09:03<00:18,  1.44s/it]
  right:  98%|█████████▊| 608/620 [09:03<00:18,  1.51s/it]
                                                          

  right:  98%|█████████▊| 608/620 [09:05<00:18,  1.51s/it]
  right:  98%|█████████▊| 609/620 [09:05<00:17,  1.64s/it]
                                                          

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  right:  98%|█████████▊| 610/620 [09:06<00:15,  1.59s/it]
                                                          

  right:  98%|█████████▊| 610/620 [09:07<00:15,  1.59s/it]
  right:  99%|█████████▊| 611/620 [09:07<00:12,  1.40s/it]
                                                          

  right:  99%|█████████▊| 611/620 [09:09<00:12,  1.40s/it]
  right:  99%|█████████▊| 612/620 [09:09<00:11,  1.48s/it]
                                                          

  right:  99%|█████████▊| 612/620 [09:10<00:11,  1.48s/it]
  right:  99%|█████████▉| 613/620 [09:10<00:10,  1.45s/it]
                                                          

  right:  99%|█████████▉| 613/620 [09:12<00:10,  1.45s/it]
  right:  99%|█████████▉| 614/620 [09:12<00:09,  1.63s/it]
                                                          

  right:  99%|█████████▉| 614/620 [09:14<00:09,  1.63s/it]
  right:  99%|█████████▉| 615/620 [09:14<00:08,  1.78s/it]
                                                          

  right:  99%|█████████▉| 615/620 [09:17<00:08,  1.78s/it]
  right:  99%|█████████▉| 616/620 [09:17<00:07,  1.88s/it]
                                                          

  right:  99%|█████████▉| 616/620 [09:18<00:07,  1.88s/it]
  right: 100%|█████████▉| 617/620 [09:18<00:05,  1.90s/it]
                                                          

  right: 100%|█████████▉| 617/620 [09:20<00:05,  1.90s/it]
  right: 100%|█████████▉| 618/620 [09:20<00:03,  1.74s/it]
                                                          

  right: 100%|█████████▉| 618/620 [09:21<00:03,  1.74s/it]
  right: 100%|█████████▉| 619/620 [09:21<00:01,  1.61s/it]
                                                          

  right: 100%|█████████▉| 619/620 [09:23<00:01,  1.61s/it]
  right: 100%|██████████| 620/620 [09:23<00:00,  1.77s/it]
  right: 100%|██████████| 620/620 [09:23<00:00,  1.10it/s]
+2026-02-16 05:16:39,280 - INFO -   right: 620/620 extracted | correct=552, incorrect=68, accuracy=89.0%
+2026-02-16 05:16:39,281 - INFO - Processing category: above (596 samples)
+    [O] #3547   expected=right    | predicted="Right"
+    [X] #3550   expected=right    | predicted="Left"
+    [X] #3562   expected=right    | predicted="Left"
+    [O] #3569   expected=right    | predicted="Right"
+    [O] #3588   expected=right    | predicted="Right"
+    [O] #3591   expected=right    | predicted="Right"
+    [X] #3594   expected=right    | predicted="Left"
+    [O] #3595   expected=right    | predicted="Right"
+    [O] #3604   expected=right    | predicted="Right"
+    [O] #3606   expected=right    | predicted="Right"
+    [O] #3609   expected=right    | predicted="Right"
+    [O] #3627   expected=right    | predicted="Right"
+    [O] #3632   expected=right    | predicted="Right"
+
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    [X] #1903   expected=above    | predicted="Under"
+    [X] #1910   expected=above    | predicted="Under"
+    [X] #1925   expected=above    | predicted="Under"
+    [X] #1930   expected=above    | predicted="Under"
+    [O] #1933   expected=above    | predicted="Above"
+    [X] #1934   expected=above    | predicted="Under"
+    [X] #1936   expected=above    | predicted="Under"
+    [O] #1937   expected=above    | predicted="Above"
+    [O] #1945   expected=above    | predicted="Above"
+    [X] #1948   expected=above    | predicted="Under"
+    [X] #1953   expected=above    | predicted="Under"
+    [O] #1960   expected=above    | predicted="Above"
+    [O] #1968   expected=above    | predicted="Above"
+    [O] #1986   expected=above    | predicted="Above"
+    [O] #1989   expected=above    | predicted="Above"
+    [X] #1993   expected=above    | predicted="Under"
+    [X] #1999   expected=above    | predicted="Under"
+    [X] #2003   expected=above    | predicted="Under"
+    [O] #2007   expected=above    | predicted="Above"
+    [X] #2008   expected=above    | predicted="Under"
+    [O] #2014   expected=above    | predicted="Above"
+    [X] #2024   expected=above    | predicted="Under"
+    [O] #2032   expected=above    | predicted="Above"
+    [X] #2035   expected=above    | predicted="Under"
+    [O] #2039   expected=above    | predicted="Above"
+    [X] #2041   expected=above    | predicted="Under"
+    [X] #2052   expected=above    | predicted="Under"
+    [X] #2053   expected=above    | predicted="Under"
+    [X] #2054   expected=above    | predicted="Under"
+    [X] #2058   expected=above    | predicted="Under"
+    [O] #2059   expected=above    | predicted="Above"
+    [X] #2064   expected=above    | predicted="Under"
+    [O] #2080   expected=above    | predicted="Above"
+    [O] #2086   expected=above    | predicted="Above"
+    [X] #2087   expected=above    | predicted="Under"
+    [X] #2089   expected=above    | predicted="Under"
+    [X] #2091   expected=above    | predicted="Under"
+    [O] #2115   expected=above    | predicted="Above"
+    [X] #2120   expected=above    | predicted="Under"
+    [O] #2126   expected=above    | predicted="Above"
+    [X] #2128   expected=above    | predicted="Under"
+    [X] #2131   expected=above    | predicted="Under"
+    [O] #2132   expected=above    | predicted="Above"
+    [O] #2142   expected=above    | predicted="Above"
+    [X] #2150   expected=above    | predicted="Under"
+    [O] #2161   expected=above    | predicted="Above"
+    [O] #2163   expected=above    | predicted="Above"
+    [O] #2166   expected=above    | predicted="Above"
+    [O] #2179   expected=above    | predicted="Above"
+    [X] #2185   expected=above    | predicted="Under"
+    [X] #2189   expected=above    | predicted="Under"
+    [X] #2192   expected=above    | predicted="Under"
+    [X] #2195   expected=above    | predicted="Under"
+    [X] #2201   expected=above    | predicted="Under"
+    [X] #2219   expected=above    | predicted="Under"
+    [X] #2238   expected=above    | predicted="Under"
+    [X] #2243   expected=above    | predicted="Under"
+    [X] #2251   expected=above    | predicted="Under"
+    [X] #2252   expected=above    | predicted="Under"
+    [X] #2257   expected=above    | predicted="Under"
+    [O] #2261   expected=above    | predicted="Above"
+    [O] #2269   expected=above    | predicted="Above"
+    [X] #2275   expected=above    | predicted="Under"
+    [X] #2286   expected=above    | predicted="Under"
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+    [X] #2797   expected=above    | predicted="Under"
+
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  above:  90%|█████████ | 537/596 [07:09<01:28,  1.49s/it]
                                                          

  above:  90%|█████████ | 537/596 [07:10<01:28,  1.49s/it]
  above:  90%|█████████ | 538/596 [07:10<01:19,  1.37s/it]
                                                          

  above:  90%|█████████ | 538/596 [07:11<01:19,  1.37s/it]
  above:  90%|█████████ | 539/596 [07:11<01:21,  1.44s/it]
                                                          

  above:  90%|█████████ | 539/596 [07:12<01:21,  1.44s/it]
  above:  91%|█████████ | 540/596 [07:12<01:17,  1.38s/it]
                                                          

  above:  91%|█████████ | 540/596 [07:14<01:17,  1.38s/it]
  above:  91%|█████████ | 541/596 [07:14<01:10,  1.29s/it]
                                                          

  above:  91%|█████████ | 541/596 [07:15<01:10,  1.29s/it]
  above:  91%|█████████ | 542/596 [07:15<01:20,  1.48s/it]
                                                          

  above:  91%|█████████ | 542/596 [07:17<01:20,  1.48s/it]
  above:  91%|█████████ | 543/596 [07:17<01:13,  1.38s/it]
                                                          

  above:  91%|█████████ | 543/596 [07:18<01:13,  1.38s/it]
  above:  91%|█████████▏| 544/596 [07:18<01:10,  1.35s/it]
                                                          

  above:  91%|█████████▏| 544/596 [07:19<01:10,  1.35s/it]
  above:  91%|█████████▏| 545/596 [07:19<01:09,  1.37s/it]
                                                          

  above:  91%|█████████▏| 545/596 [07:21<01:09,  1.37s/it]
  above:  92%|█████████▏| 546/596 [07:21<01:11,  1.43s/it]
                                                          

  above:  92%|█████████▏| 546/596 [07:22<01:11,  1.43s/it]
  above:  92%|█████████▏| 547/596 [07:22<01:07,  1.38s/it]
                                                          

  above:  92%|█████████▏| 547/596 [07:24<01:07,  1.38s/it]
  above:  92%|█████████▏| 548/596 [07:24<01:07,  1.42s/it]
                                                          

  above:  92%|█████████▏| 548/596 [07:25<01:07,  1.42s/it]
  above:  92%|█████████▏| 549/596 [07:25<01:04,  1.37s/it]
                                                          

  above:  92%|█████████▏| 549/596 [07:27<01:04,  1.37s/it]
  above:  92%|█████████▏| 550/596 [07:27<01:12,  1.59s/it]
                                                          

  above:  92%|█████████▏| 550/596 [07:29<01:12,  1.59s/it]
  above:  92%|█████████▏| 551/596 [07:29<01:22,  1.83s/it]
                                                          

  above:  92%|█████████▏| 551/596 [07:31<01:22,  1.83s/it]
  above:  93%|█████████▎| 552/596 [07:31<01:13,  1.67s/it]
                                                          

  above:  93%|█████████▎| 552/596 [07:31<01:13,  1.67s/it]
  above:  93%|█████████▎| 553/596 [07:31<00:59,  1.39s/it]
                                                          

  above:  93%|█████████▎| 553/596 [07:33<00:59,  1.39s/it]
  above:  93%|█████████▎| 554/596 [07:33<01:02,  1.50s/it]
                                                          

  above:  93%|█████████▎| 554/596 [07:35<01:02,  1.50s/it]
  above:  93%|█████████▎| 555/596 [07:35<01:01,  1.49s/it]
                                                          

  above:  93%|█████████▎| 555/596 [07:37<01:01,  1.49s/it]
  above:  93%|█████████▎| 556/596 [07:37<01:09,  1.74s/it]
                                                          

  above:  93%|█████████▎| 556/596 [07:38<01:09,  1.74s/it]
  above:  93%|█████████▎| 557/596 [07:38<01:03,  1.62s/it]
                                                          

  above:  93%|█████████▎| 557/596 [07:40<01:03,  1.62s/it]
  above:  94%|█████████▎| 558/596 [07:40<00:58,  1.55s/it]
                                                          

  above:  94%|█████████▎| 558/596 [07:41<00:58,  1.55s/it]
  above:  94%|█████████▍| 559/596 [07:41<00:58,  1.57s/it]
                                                          

  above:  94%|█████████▍| 559/596 [07:43<00:58,  1.57s/it]
  above:  94%|█████████▍| 560/596 [07:43<00:58,  1.62s/it]
                                                          

  above:  94%|█████████▍| 560/596 [07:45<00:58,  1.62s/it]
  above:  94%|█████████▍| 561/596 [07:45<01:03,  1.81s/it]
                                                          

  above:  94%|█████████▍| 561/596 [07:47<01:03,  1.81s/it]
  above:  94%|█████████▍| 562/596 [07:47<01:00,  1.78s/it]
                                                          

  above:  94%|█████████▍| 562/596 [07:48<01:00,  1.78s/it]
  above:  94%|█████████▍| 563/596 [07:48<00:52,  1.58s/it]
                                                          

  above:  94%|█████████▍| 563/596 [07:50<00:52,  1.58s/it]
  above:  95%|█████████▍| 564/596 [07:50<00:49,  1.54s/it]
                                                          

  above:  95%|█████████▍| 564/596 [07:52<00:49,  1.54s/it]
  above:  95%|█████████▍| 565/596 [07:52<00:52,  1.68s/it]
                                                          

  above:  95%|█████████▍| 565/596 [07:54<00:52,  1.68s/it]
  above:  95%|█████████▍| 566/596 [07:54<00:54,  1.81s/it]
                                                          

  above:  95%|█████████▍| 566/596 [07:56<00:54,  1.81s/it]
  above:  95%|█████████▌| 567/596 [07:56<00:53,  1.86s/it]
                                                          

  above:  95%|█████████▌| 567/596 [07:57<00:53,  1.86s/it]
  above:  95%|█████████▌| 568/596 [07:57<00:50,  1.80s/it]
                                                          

  above:  95%|█████████▌| 568/596 [07:58<00:50,  1.80s/it]
  above:  95%|█████████▌| 569/596 [07:58<00:41,  1.55s/it]
                                                          

  above:  95%|█████████▌| 569/596 [08:00<00:41,  1.55s/it]
  above:  96%|█████████▌| 570/596 [08:00<00:39,  1.53s/it]
                                                          

  above:  96%|█████████▌| 570/596 [08:01<00:39,  1.53s/it]
  above:  96%|█████████▌| 571/596 [08:01<00:37,  1.51s/it]
                                                          

  above:  96%|█████████▌| 571/596 [08:02<00:37,  1.51s/it]
  above:  96%|█████████▌| 572/596 [08:02<00:33,  1.38s/it]
                                                          

  above:  96%|█████████▌| 572/596 [08:04<00:33,  1.38s/it]
  above:  96%|█████████▌| 573/596 [08:04<00:33,  1.46s/it]
                                                          

  above:  96%|█████████▌| 573/596 [08:06<00:33,  1.46s/it]
  above:  96%|█████████▋| 574/596 [08:06<00:33,  1.51s/it]
                                                          

  above:  96%|█████████▋| 574/596 [08:07<00:33,  1.51s/it]
  above:  96%|█████████▋| 575/596 [08:07<00:31,  1.50s/it]
                                                          

  above:  96%|█████████▋| 575/596 [08:08<00:31,  1.50s/it]
  above:  97%|█████████▋| 576/596 [08:08<00:27,  1.38s/it]
                                                          

  above:  97%|█████████▋| 576/596 [08:10<00:27,  1.38s/it]
  above:  97%|█████████▋| 577/596 [08:10<00:26,  1.37s/it]
                                                          

  above:  97%|█████████▋| 577/596 [08:11<00:26,  1.37s/it]
  above:  97%|█████████▋| 578/596 [08:11<00:26,  1.48s/it]
                                                          

  above:  97%|█████████▋| 578/596 [08:13<00:26,  1.48s/it]
  above:  97%|█████████▋| 579/596 [08:13<00:24,  1.45s/it]
                                                          

  above:  97%|█████████▋| 579/596 [08:15<00:24,  1.45s/it]
  above:  97%|█████████▋| 580/596 [08:15<00:25,  1.62s/it]
                                                          

  above:  97%|█████████▋| 580/596 [08:16<00:25,  1.62s/it]
  above:  97%|█████████▋| 581/596 [08:16<00:21,  1.41s/it]
                                                          

  above:  97%|█████████▋| 581/596 [08:17<00:21,  1.41s/it]
  above:  98%|█████████▊| 582/596 [08:17<00:20,  1.45s/it]
                                                          

  above:  98%|█████████▊| 582/596 [08:19<00:20,  1.45s/it]
  above:  98%|█████████▊| 583/596 [08:19<00:21,  1.68s/it]
                                                          

  above:  98%|█████████▊| 583/596 [08:21<00:21,  1.68s/it]
  above:  98%|█████████▊| 584/596 [08:21<00:21,  1.78s/it]
                                                          

  above:  98%|█████████▊| 584/596 [08:24<00:21,  1.78s/it]
  above:  98%|█████████▊| 585/596 [08:24<00:21,  1.97s/it]
                                                          

  above:  98%|█████████▊| 585/596 [08:26<00:21,  1.97s/it]
  above:  98%|█████████▊| 586/596 [08:26<00:20,  2.05s/it]
                                                          

  above:  98%|█████████▊| 586/596 [08:27<00:20,  2.05s/it]
  above:  98%|█████████▊| 587/596 [08:27<00:14,  1.63s/it]
                                                          

  above:  98%|█████████▊| 587/596 [08:28<00:14,  1.63s/it]
  above:  99%|█████████▊| 588/596 [08:28<00:12,  1.60s/it]
                                                          

  above:  99%|█████████▊| 588/596 [08:30<00:12,  1.60s/it]
  above:  99%|█████████▉| 589/596 [08:30<00:10,  1.57s/it]
                                                          

  above:  99%|█████████▉| 589/596 [08:31<00:10,  1.57s/it]
  above:  99%|█████████▉| 590/596 [08:31<00:09,  1.61s/it]
                                                          

  above:  99%|█████████▉| 590/596 [08:34<00:09,  1.61s/it]
  above:  99%|█████████▉| 591/596 [08:34<00:08,  1.79s/it]
                                                          

  above:  99%|█████████▉| 591/596 [08:36<00:08,  1.79s/it]
  above:  99%|█████████▉| 592/596 [08:36<00:07,  1.93s/it]
                                                          

  above:  99%|█████████▉| 592/596 [08:38<00:07,  1.93s/it]
  above:  99%|█████████▉| 593/596 [08:38<00:05,  1.94s/it]
                                                          

  above:  99%|█████████▉| 593/596 [08:40<00:05,  1.94s/it]
  above: 100%|█████████▉| 594/596 [08:40<00:04,  2.07s/it]
                                                          

  above: 100%|█████████▉| 594/596 [08:42<00:04,  2.07s/it]
  above: 100%|█████████▉| 595/596 [08:42<00:01,  1.93s/it]
                                                          

  above: 100%|█████████▉| 595/596 [08:43<00:01,  1.93s/it]
  above: 100%|██████████| 596/596 [08:43<00:00,  1.77s/it]
  above: 100%|██████████| 596/596 [08:43<00:00,  1.14it/s]
+2026-02-16 05:25:22,949 - INFO -   above: 596/596 extracted | correct=224, incorrect=372, accuracy=37.6%
+2026-02-16 05:25:22,949 - INFO - Processing category: under (602 samples)
+    [O] #2802   expected=above    | predicted="Above"
+    [O] #2805   expected=above    | predicted="Above"
+    [X] #2817   expected=above    | predicted="Under"
+    [O] #2820   expected=above    | predicted="Above"
+    [X] #2839   expected=above    | predicted="Under"
+    [O] #2840   expected=above    | predicted="Above"
+    [X] #2844   expected=above    | predicted="Under"
+    [X] #2845   expected=above    | predicted="Under"
+    [O] #2855   expected=above    | predicted="Above"
+    [X] #2861   expected=above    | predicted="Under"
+    [X] #2876   expected=above    | predicted="Under"
+    [X] #2884   expected=above    | predicted="Under"
+    [X] #2890   expected=above    | predicted="Under"
+    [O] #2894   expected=above    | predicted="Above"
+    [X] #2914   expected=above    | predicted="Under"
+    [X] #2922   expected=above    | predicted="Under"
+    [X] #2925   expected=above    | predicted="Under"
+    [X] #2929   expected=above    | predicted="Under"
+    [O] #2934   expected=above    | predicted="Above"
+    [O] #2936   expected=above    | predicted="Above"
+    [O] #2943   expected=above    | predicted="Above"
+    [X] #2947   expected=above    | predicted="Under"
+    [O] #2950   expected=above    | predicted="Above"
+    [X] #2953   expected=above    | predicted="Under"
+    [X] #2956   expected=above    | predicted="Under"
+    [O] #2958   expected=above    | predicted="Above"
+    [X] #2959   expected=above    | predicted="Under"
+    [O] #2968   expected=above    | predicted="Above"
+    [X] #2973   expected=above    | predicted="Under"
+    [X] #2976   expected=above    | predicted="Under"
+    [O] #2977   expected=above    | predicted="Above"
+    [X] #2985   expected=above    | predicted="Under"
+    [X] #2987   expected=above    | predicted="Under"
+    [X] #2990   expected=above    | predicted="Under"
+    [X] #2995   expected=above    | predicted="Under"
+    [X] #3016   expected=above    | predicted="Under"
+    [O] #3018   expected=above    | predicted="Above"
+    [X] #3028   expected=above    | predicted="Under"
+    [X] #3032   expected=above    | predicted="Under"
+    [X] #3035   expected=above    | predicted="Under"
+    [X] #3045   expected=above    | predicted="Under"
+    [O] #3046   expected=above    | predicted="Above"
+    [O] #3052   expected=above    | predicted="Above"
+    [X] #3053   expected=above    | predicted="Under"
+    [X] #3058   expected=above    | predicted="Under"
+    [X] #3059   expected=above    | predicted="Under"
+    [X] #3060   expected=above    | predicted="Under"
+    [O] #3063   expected=above    | predicted="Above"
+    [O] #3068   expected=above    | predicted="Above"
+    [X] #3074   expected=above    | predicted="Under"
+    [X] #3079   expected=above    | predicted="Under"
+    [X] #3083   expected=above    | predicted="Under"
+    [O] #3086   expected=above    | predicted="Above"
+    [O] #3105   expected=above    | predicted="Above"
+    [O] #3113   expected=above    | predicted="Above"
+    [O] #3134   expected=above    | predicted="Above"
+    [X] #3139   expected=above    | predicted="Under"
+    [X] #3145   expected=above    | predicted="Under"
+    [O] #3155   expected=above    | predicted="Above"
+    [X] #3167   expected=above    | predicted="Under"
+    [O] #3177   expected=above    | predicted="Above"
+    [O] #3181   expected=above    | predicted="Above"
+    [X] #3182   expected=above    | predicted="Under"
+    [X] #3183   expected=above    | predicted="Under"
+    [X] #3189   expected=above    | predicted="Under"
+    [O] #3194   expected=above    | predicted="Above"
+    [X] #3196   expected=above    | predicted="Under"
+    [X] #3204   expected=above    | predicted="Under"
+    [X] #3206   expected=above    | predicted="Under"
+    [O] #3209   expected=above    | predicted="Above"
+    [X] #3210   expected=above    | predicted="Under"
+    [X] #3215   expected=above    | predicted="Under"
+    [X] #3216   expected=above    | predicted="Under"
+    [X] #3218   expected=above    | predicted="Under"
+    [X] #3227   expected=above    | predicted="Under"
+    [X] #3237   expected=above    | predicted="Under"
+    [O] #3238   expected=above    | predicted="Above"
+    [O] #3240   expected=above    | predicted="Above"
+    [O] #3247   expected=above    | predicted="Above"
+    [X] #3262   expected=above    | predicted="Under"
+    [O] #3272   expected=above    | predicted="Above"
+    [X] #3286   expected=above    | predicted="Under"
+    [O] #3293   expected=above    | predicted="Above"
+    [O] #3294   expected=above    | predicted="Above"
+    [X] #3295   expected=above    | predicted="Under"
+    [X] #3299   expected=above    | predicted="Under"
+    [O] #3302   expected=above    | predicted="Above"
+    [X] #3303   expected=above    | predicted="Under"
+    [X] #3312   expected=above    | predicted="Under"
+    [X] #3318   expected=above    | predicted="Under"
+    [O] #3320   expected=above    | predicted="Above"
+    [O] #3336   expected=above    | predicted="Above"
+    [X] #3339   expected=above    | predicted="Under"
+    [O] #3341   expected=above    | predicted="Above"
+    [O] #3346   expected=above    | predicted="Above"
+    [O] #3349   expected=above    | predicted="Above"
+    [X] #3366   expected=above    | predicted="Under"
+    [X] #3367   expected=above    | predicted="Under"
+    [O] #3370   expected=above    | predicted="Above"
+    [X] #3371   expected=above    | predicted="Under"
+    [X] #3383   expected=above    | predicted="Under"
+    [X] #3391   expected=above    | predicted="Under"
+    [O] #3395   expected=above    | predicted="Above"
+    [O] #3401   expected=above    | predicted="Above"
+    [X] #3408   expected=above    | predicted="Under"
+    [X] #3409   expected=above    | predicted="Under"
+    [X] #3413   expected=above    | predicted="Under"
+    [O] #3417   expected=above    | predicted="Above"
+    [X] #3421   expected=above    | predicted="Under"
+    [O] #3424   expected=above    | predicted="Above"
+    [O] #3427   expected=above    | predicted="Above"
+    [X] #3450   expected=above    | predicted="Under"
+    [X] #3460   expected=above    | predicted="Under"
+    [O] #3464   expected=above    | predicted="Above"
+    [O] #3468   expected=above    | predicted="Above"
+    [O] #3471   expected=above    | predicted="Above"
+    [O] #3472   expected=above    | predicted="Above"
+    [X] #3475   expected=above    | predicted="Under"
+    [O] #3512   expected=above    | predicted="Above"
+    [X] #3519   expected=above    | predicted="Under"
+    [O] #3520   expected=above    | predicted="Above"
+    [X] #3525   expected=above    | predicted="Under"
+    [O] #3528   expected=above    | predicted="Above"
+    [O] #3530   expected=above    | predicted="Above"
+    [X] #3532   expected=above    | predicted="Under"
+    [O] #3544   expected=above    | predicted="Above"
+    [X] #3546   expected=above    | predicted="Under"
+    [X] #3551   expected=above    | predicted="Under"
+    [X] #3558   expected=above    | predicted="Under"
+    [O] #3563   expected=above    | predicted="Above"
+    [X] #3566   expected=above    | predicted="Under"
+    [O] #3570   expected=above    | predicted="Above"
+    [X] #3574   expected=above    | predicted="Under"
+    [O] #3585   expected=above    | predicted="Above"
+    [X] #3592   expected=above    | predicted="Under"
+    [X] #3608   expected=above    | predicted="Under"
+    [X] #3617   expected=above    | predicted="Under"
+    [O] #3621   expected=above    | predicted="Above"
+    [X] #3623   expected=above    | predicted="Under"
+    [X] #3626   expected=above    | predicted="Under"
+    [X] #3631   expected=above    | predicted="Under"
+    [O] #3634   expected=above    | predicted="Above"
+    [O] #3636   expected=above    | predicted="Above"
+
  under:   0%|          | 0/602 [00:00<?, ?it/s]
                                                

  under:   0%|          | 0/602 [00:01<?, ?it/s]
  under:   0%|          | 1/602 [00:01<15:35,  1.56s/it]
                                                        

  under:   0%|          | 1/602 [00:02<15:35,  1.56s/it]
  under:   0%|          | 2/602 [00:02<09:42,  1.03it/s]
                                                        

  under:   0%|          | 2/602 [00:03<09:42,  1.03it/s]
  under:   0%|          | 3/602 [00:03<13:21,  1.34s/it]
                                                        

  under:   0%|          | 3/602 [00:05<13:21,  1.34s/it]
  under:   1%|          | 4/602 [00:05<14:24,  1.45s/it]
                                                        

  under:   1%|          | 4/602 [00:07<14:24,  1.45s/it]
  under:   1%|          | 5/602 [00:07<15:25,  1.55s/it]
                                                        

  under:   1%|          | 5/602 [00:08<15:25,  1.55s/it]
  under:   1%|          | 6/602 [00:08<13:14,  1.33s/it]
                                                        

  under:   1%|          | 6/602 [00:09<13:14,  1.33s/it]
  under:   1%|          | 7/602 [00:09<12:15,  1.24s/it]
                                                        

  under:   1%|          | 7/602 [00:10<12:15,  1.24s/it]
  under:   1%|▏         | 8/602 [00:10<10:59,  1.11s/it]
                                                        

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  under:   1%|▏         | 9/602 [00:11<12:41,  1.28s/it]
                                                        

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  under:   2%|▏         | 10/602 [00:12<12:32,  1.27s/it]
                                                         

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  under:   2%|▏         | 11/602 [00:14<12:54,  1.31s/it]
                                                         

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  under:   2%|▏         | 12/602 [00:15<13:05,  1.33s/it]
                                                         

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  under:   2%|▏         | 13/602 [00:16<12:42,  1.29s/it]
                                                         

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  under:   2%|▏         | 14/602 [00:18<13:15,  1.35s/it]
                                                         

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  under:   2%|▏         | 15/602 [00:19<13:30,  1.38s/it]
                                                         

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  under:   3%|▎         | 16/602 [00:21<13:11,  1.35s/it]
                                                         

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  under:   3%|▎         | 17/602 [00:22<13:27,  1.38s/it]
                                                         

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  under:   3%|▎         | 18/602 [00:23<11:21,  1.17s/it]
                                                         

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  under:   3%|▎         | 19/602 [00:24<11:04,  1.14s/it]
                                                         

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  under:   3%|▎         | 20/602 [00:25<11:59,  1.24s/it]
                                                         

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  under:   3%|▎         | 21/602 [00:27<13:10,  1.36s/it]
                                                         

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  under:   4%|▎         | 22/602 [00:28<12:46,  1.32s/it]
                                                         

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  under:   4%|▍         | 27/602 [00:34<10:19,  1.08s/it]
                                                         

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  under:   5%|▍         | 28/602 [00:36<11:53,  1.24s/it]
                                                         

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  under:   5%|▍         | 29/602 [00:36<10:02,  1.05s/it]
                                                         

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  under:   5%|▌         | 31/602 [00:38<08:32,  1.11it/s]
                                                         

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  under:   5%|▌         | 33/602 [00:41<12:03,  1.27s/it]
                                                         

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  under:   6%|▌         | 34/602 [00:42<09:59,  1.06s/it]
                                                         

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  under:   6%|▌         | 35/602 [00:43<11:36,  1.23s/it]
                                                         

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  under:   6%|▌         | 36/602 [00:45<12:32,  1.33s/it]
                                                         

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  under:   6%|▌         | 37/602 [00:47<13:14,  1.41s/it]
                                                         

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  under:   6%|▋         | 38/602 [00:48<13:38,  1.45s/it]
                                                         

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  under:   6%|▋         | 39/602 [00:49<11:15,  1.20s/it]
                                                         

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  under:   7%|▋         | 40/602 [00:51<12:58,  1.39s/it]
                                                         

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  under:   7%|▋         | 41/602 [00:52<13:19,  1.42s/it]
                                                         

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  under:   7%|▋         | 43/602 [00:55<13:16,  1.43s/it]
                                                         

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  under:   7%|▋         | 44/602 [00:56<12:59,  1.40s/it]
                                                         

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  under:   8%|▊         | 51/602 [01:06<11:55,  1.30s/it]
                                                         

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  under:   9%|▉         | 53/602 [01:07<10:00,  1.09s/it]
                                                         

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  under:  10%|▉         | 60/602 [01:17<12:24,  1.37s/it]
                                                         

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  under:  10%|█         | 61/602 [01:18<10:10,  1.13s/it]
                                                         

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  under:  10%|█         | 62/602 [01:19<08:48,  1.02it/s]
                                                         

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  under:  10%|█         | 63/602 [01:20<09:48,  1.09s/it]
                                                         

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  under:  11%|█         | 64/602 [01:21<10:42,  1.19s/it]
                                                         

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  under:  11%|█         | 65/602 [01:23<11:41,  1.31s/it]
                                                         

  under:  11%|█         | 65/602 [01:24<11:41,  1.31s/it]
  under:  11%|█         | 66/602 [01:24<11:55,  1.34s/it]
                                                         

  under:  11%|█         | 66/602 [01:26<11:55,  1.34s/it]
  under:  11%|█         | 67/602 [01:26<11:47,  1.32s/it]
                                                         

  under:  11%|█         | 67/602 [01:27<11:47,  1.32s/it]
  under:  11%|█▏        | 68/602 [01:27<10:38,  1.20s/it]
                                                         

  under:  11%|█▏        | 68/602 [01:28<10:38,  1.20s/it]
  under:  11%|█▏        | 69/602 [01:28<10:17,  1.16s/it]
                                                         

  under:  11%|█▏        | 69/602 [01:29<10:17,  1.16s/it]
  under:  12%|█▏        | 70/602 [01:29<10:02,  1.13s/it]
                                                         

  under:  12%|█▏        | 70/602 [01:29<10:02,  1.13s/it]
  under:  12%|█▏        | 71/602 [01:29<08:32,  1.04it/s]
                                                         

  under:  12%|█▏        | 71/602 [01:30<08:32,  1.04it/s]
  under:  12%|█▏        | 72/602 [01:30<07:56,  1.11it/s]
                                                         

  under:  12%|█▏        | 72/602 [01:31<07:56,  1.11it/s]
  under:  12%|█▏        | 73/602 [01:31<07:41,  1.15it/s]
                                                         

  under:  12%|█▏        | 73/602 [01:32<07:41,  1.15it/s]
  under:  12%|█▏        | 74/602 [01:32<09:39,  1.10s/it]
                                                         

  under:  12%|█▏        | 74/602 [01:33<09:39,  1.10s/it]
  under:  12%|█▏        | 75/602 [01:33<08:36,  1.02it/s]
                                                         

  under:  12%|█▏        | 75/602 [01:35<08:36,  1.02it/s]
  under:  13%|█▎        | 76/602 [01:35<10:00,  1.14s/it]
                                                         

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  under:  13%|█▎        | 78/602 [01:38<11:33,  1.32s/it]
                                                         

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  under:  13%|█▎        | 79/602 [01:39<11:55,  1.37s/it]
                                                         

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  under:  13%|█▎        | 80/602 [01:40<11:30,  1.32s/it]
                                                         

  under:  13%|█▎        | 80/602 [01:42<11:30,  1.32s/it]
  under:  13%|█▎        | 81/602 [01:42<11:51,  1.37s/it]
                                                         

  under:  13%|█▎        | 81/602 [01:43<11:51,  1.37s/it]
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  under:  15%|█▍        | 90/602 [01:51<07:19,  1.17it/s]
                                                         

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  under:  15%|█▌        | 91/602 [01:53<08:36,  1.01s/it]
                                                         

  under:  15%|█▌        | 91/602 [01:54<08:36,  1.01s/it]
  under:  15%|█▌        | 92/602 [01:54<09:29,  1.12s/it]
                                                         

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  under:  15%|█▌        | 93/602 [01:55<10:28,  1.23s/it]
                                                         

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  under:  16%|█▌        | 95/602 [01:58<10:42,  1.27s/it]
                                                         

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  under:  16%|█▌        | 96/602 [01:59<11:00,  1.31s/it]
                                                         

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  under:  16%|█▌        | 97/602 [02:00<10:09,  1.21s/it]
                                                         

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  under:  16%|█▋        | 98/602 [02:02<11:05,  1.32s/it]
                                                         

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  under:  16%|█▋        | 99/602 [02:03<10:25,  1.24s/it]
                                                         

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  under:  17%|█▋        | 100/602 [02:04<10:29,  1.25s/it]
                                                          

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  under:  17%|█▋        | 102/602 [02:06<08:59,  1.08s/it]
                                                          

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  under:  17%|█▋        | 103/602 [02:07<08:37,  1.04s/it]
                                                          

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  under:  17%|█▋        | 104/602 [02:08<08:43,  1.05s/it]
                                                          

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  under:  17%|█▋        | 105/602 [02:10<09:18,  1.12s/it]
                                                          

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  under:  18%|█▊        | 106/602 [02:11<09:13,  1.12s/it]
                                                          

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  under:  18%|█▊        | 107/602 [02:11<07:49,  1.05it/s]
                                                          

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    [O] #13     expected=under    | predicted="Under"
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+
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  under:  48%|████▊     | 289/602 [03:56<01:14,  4.18it/s]
                                                          

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  under:  48%|████▊     | 290/602 [03:57<01:16,  4.10it/s]
                                                          

  under:  48%|████▊     | 290/602 [03:57<01:16,  4.10it/s]
  under:  48%|████▊     | 291/602 [03:57<01:13,  4.25it/s]
                                                          

  under:  48%|████▊     | 291/602 [03:57<01:13,  4.25it/s]
  under:  49%|████▊     | 292/602 [03:57<01:14,  4.17it/s]
                                                          

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  under:  49%|████▊     | 293/602 [03:57<01:11,  4.34it/s]
                                                          

  under:  49%|████▊     | 293/602 [03:57<01:11,  4.34it/s]
  under:  49%|████▉     | 294/602 [03:57<01:08,  4.47it/s]
                                                          

  under:  49%|████▉     | 294/602 [03:58<01:08,  4.47it/s]
  under:  49%|████▉     | 295/602 [03:58<01:05,  4.65it/s]
                                                          

  under:  49%|████▉     | 295/602 [03:58<01:05,  4.65it/s]
  under:  49%|████▉     | 296/602 [03:58<01:00,  5.05it/s]
                                                          

  under:  49%|████▉     | 296/602 [03:58<01:00,  5.05it/s]
  under:  49%|████▉     | 297/602 [03:58<01:00,  5.06it/s]
                                                          

  under:  49%|████▉     | 297/602 [03:58<01:00,  5.06it/s]
  under:  50%|████▉     | 298/602 [03:58<01:07,  4.50it/s]
                                                          

  under:  50%|████▉     | 298/602 [03:58<01:07,  4.50it/s]
  under:  50%|████▉     | 299/602 [03:58<01:02,  4.83it/s]
                                                          

  under:  50%|████▉     | 299/602 [03:59<01:02,  4.83it/s]
  under:  50%|████▉     | 300/602 [03:59<01:01,  4.89it/s]
                                                          

  under:  50%|████▉     | 300/602 [03:59<01:01,  4.89it/s]
  under:  50%|█████     | 301/602 [03:59<00:56,  5.36it/s]
                                                          

  under:  50%|█████     | 301/602 [03:59<00:56,  5.36it/s]
  under:  50%|█████     | 302/602 [03:59<00:56,  5.30it/s]
                                                          
    [X] #929    expected=under    | predicted="Above"
+    [O] #930    expected=under    | predicted="Under"
+    [O] #944    expected=under    | predicted="Under"
+    [O] #953    expected=under    | predicted="Under"
+    [O] #955    expected=under    | predicted="Under"
+    [O] #968    expected=under    | predicted="Under"
+    [O] #970    expected=under    | predicted="Under"
+    [O] #971    expected=under    | predicted="Under"
+    [O] #979    expected=under    | predicted="Under"
+    [O] #990    expected=under    | predicted="Under"
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    [O] #1784   expected=under    | predicted="Under"
+    [O] #1793   expected=under    | predicted="Under"
+    [O] #1794   expected=under    | predicted="Under"
+    [O] #1800   expected=under    | predicted="Under"
+    [O] #1808   expected=under    | predicted="Under"
+    [O] #1810   expected=under    | predicted="Under"
+    [O] #1813   expected=under    | predicted="Under"
+    [O] #1820   expected=under    | predicted="Under"
+    [O] #1822   expected=under    | predicted="Under"
+    [O] #1826   expected=under    | predicted="Under"
+    [O] #1828   expected=under    | predicted="Under"
+    [O] #1832   expected=under    | predicted="Under"
+    [O] #1840   expected=under    | predicted="Under"
+    [O] #1850   expected=under    | predicted="Under"
+    [O] #1863   expected=under    | predicted="Under"
+    [O] #1869   expected=under    | predicted="Under"
+    [O] #1877   expected=under    | predicted="Under"
+    [O] #1883   expected=under    | predicted="Under"
+    [O] #1894   expected=under    | predicted="Under"
+    [O] #1905   expected=under    | predicted="Under"
+    [O] #1907   expected=under    | predicted="Under"
+    [O] #1915   expected=under    | predicted="Under"
+    [O] #1919   expected=under    | predicted="Under"
+    [O] #1922   expected=under    | predicted="Under"
+    [O] #1928   expected=under    | predicted="Under"
+    [O] #1942   expected=under    | predicted="Under"
+    [O] #1946   expected=under    | predicted="Under"
+    [O] #1955   expected=under    | predicted="Under"
+    [O] #1958   expected=under    | predicted="Under"
+    [O] #1961   expected=under    | predicted="Under"
+    [O] #1970   expected=under    | predicted="Under"
+    [O] #1972   expected=under    | predicted="Under"
+    [O] #1974   expected=under    | predicted="Under"
+    [O] #1981   expected=under    | predicted="Under"
+    [O] #1987   expected=under    | predicted="Under"
+    [O] #1988   expected=under    | predicted="Under"
+    [O] #1998   expected=under    | predicted="Under"
+    [O] #2000   expected=under    | predicted="Under"
+    [O] #2001   expected=under    | predicted="Under"
+    [O] #2002   expected=under    | predicted="Under"
+    [O] #2011   expected=under    | predicted="Under"
+    [O] #2020   expected=under    | predicted="Under"
+    [O] #2026   expected=under    | predicted="Under"
+    [O] #2027   expected=under    | predicted="Under"
+    [O] #2028   expected=under    | predicted="Under"
+    [O] #2037   expected=under    | predicted="Under"
+    [O] #2043   expected=under    | predicted="Under"
+    [O] #2048   expected=under    | predicted="Under"
+    [O] #2057   expected=under    | predicted="Under"
+    [O] #2066   expected=under    | predicted="Under"
+    [X] #2071   expected=under    | predicted="Above"
+    [O] #2072   expected=under    | predicted="Under"
+    [O] #2074   expected=under    | predicted="Under"
+    [O] #2081   expected=under    | predicted="Under"
+    [O] #2088   expected=under    | predicted="Under"
+    [O] #2094   expected=under    | predicted="Under"
+    [O] #2112   expected=under    | predicted="Under"
+    [O] #2137   expected=under    | predicted="Under"
+    [O] #2152   expected=under    | predicted="Under"
+    [O] #2153   expected=under    | predicted="Under"
+    [O] #2156   expected=under    | predicted="Under"
+    [O] #2176   expected=under    | predicted="Under"
+    [O] #2181   expected=under    | predicted="Under"
+    [O] #2197   expected=under    | predicted="Under"
+    [O] #2200   expected=under    | predicted="Under"
+    [O] #2206   expected=under    | predicted="Under"
+    [O] #2215   expected=under    | predicted="Under"
+    [X] #2217   expected=under    | predicted="Above"
+    [O] #2220   expected=under    | predicted="Under"
+    [O] #2223   expected=under    | predicted="Under"
+    [O] #2228   expected=under    | predicted="Under"
+    [O] #2233   expected=under    | predicted="Under"
+    [O] #2244   expected=under    | predicted="Under"
+    [O] #2245   expected=under    | predicted="Under"
+    [O] #2250   expected=under    | predicted="Under"
+    [X] #2253   expected=under    | predicted="Above"
+    [O] #2255   expected=under    | predicted="Under"
+    [O] #2266   expected=under    | predicted="Under"
+    [O] #2272   expected=under    | predicted="Under"
+    [O] #2277   expected=under    | predicted="Under"
+    [O] #2278   expected=under    | predicted="Under"
+    [O] #2280   expected=under    | predicted="Under"
+    [O] #2288   expected=under    | predicted="Under"
+    [O] #2289   expected=under    | predicted="Under"
+    [O] #2313   expected=under    | predicted="Under"
+    [O] #2324   expected=under    | predicted="Under"
+    [O] #2326   expected=under    | predicted="Under"
+    [O] #2339   expected=under    | predicted="Under"
+    [O] #2343   expected=under    | predicted="Under"
+    [O] #2344   expected=under    | predicted="Under"
+    [O] #2349   expected=under    | predicted="Under"
+    [X] #2356   expected=under    | predicted="Above"
+    [O] #2391   expected=under    | predicted="Under"
+    [O] #2392   expected=under    | predicted="Under"
+    [O] #2398   expected=under    | predicted="Under"
+    [O] #2399   expected=under    | predicted="Under"
+    [O] #2400   expected=under    | predicted="Under"
+    [O] #2402   expected=under    | predicted="Under"
+    [O] #2413   expected=under    | predicted="Under"
+    [O] #2423   expected=under    | predicted="Under"
+    [O] #2445   expected=under    | predicted="Under"
+    [O] #2459   expected=under    | predicted="Under"
+    [O] #2466   expected=under    | predicted="Under"
+    [O] #2472   expected=under    | predicted="Under"
+    [O] #2474   expected=under    | predicted="Under"
+    [O] #2480   expected=under    | predicted="Under"
+    [O] #2483   expected=under    | predicted="Under"
+    [O] #2489   expected=under    | predicted="Under"
+    [O] #2507   expected=under    | predicted="Under"
+    [O] #2515   expected=under    | predicted="Under"
+    [O] #2528   expected=under    | predicted="Under"
+    [O] #2532   expected=under    | predicted="Under"
+    [O] #2545   expected=under    | predicted="Under"
+    [O] #2548   expected=under    | predicted="Under"
+    [O] #2551   expected=under    | predicted="Under"
+    [O] #2553   expected=under    | predicted="Under"
+    [O] #2558   expected=under    | predicted="Under"
+    [O] #2563   expected=under    | predicted="Under"
+    [O] #2567   expected=under    | predicted="Under"
+    [O] #2572   expected=under    | predicted="Under"
+    [O] #2587   expected=under    | predicted="Under"
+    [O] #2591   expected=under    | predicted="Under"
+    [O] #2595   expected=under    | predicted="Under"
+    [O] #2604   expected=under    | predicted="Under"
+    [O] #2605   expected=under    | predicted="Under"
+    [O] #2608   expected=under    | predicted="Under"
+    [O] #2611   expected=under    | predicted="Under"
+    [O] #2614   expected=under    | predicted="Under"
+    [O] #2621   expected=under    | predicted="Under"
+    [O] #2622   expected=under    | predicted="Under"
+    [O] #2635   expected=under    | predicted="Under"
+    [O] #2636   expected=under    | predicted="Under"
+    [O] #2674   expected=under    | predicted="Under"
+    [O] #2682   expected=under    | predicted="Under"
+    [X] #2687   expected=under    | predicted="Above"
+    [O] #2699   expected=under    | predicted="Under"
+    [O] #2705   expected=under    | predicted="Under"
+    [O] #2709   expected=under    | predicted="Under"
+    [O] #2710   expected=under    | predicted="Under"
+    [O] #2714   expected=under    | predicted="Under"
+    [O] #2715   expected=under    | predicted="Under"
+    [O] #2726   expected=under    | predicted="Under"
+    [O] #2729   expected=under    | predicted="Under"
+    [O] #2730   expected=under    | predicted="Under"
+    [O] #2736   expected=under    | predicted="Under"
+    [O] #2740   expected=under    | predicted="Under"
+    [O] #2757   expected=under    | predicted="Under"
+    [O] #2771   expected=under    | predicted="Under"
+    [O] #2775   expected=under    | predicted="Under"
+    [O] #2799   expected=under    | predicted="Under"
+    [O] #2804   expected=under    | predicted="Under"
+
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  under:  91%|█████████ | 546/602 [07:01<00:47,  1.17it/s]
                                                          

  under:  91%|█████████ | 546/602 [07:02<00:47,  1.17it/s]
  under:  91%|█████████ | 547/602 [07:02<00:51,  1.07it/s]
                                                          

  under:  91%|█████████ | 547/602 [07:03<00:51,  1.07it/s]
  under:  91%|█████████ | 548/602 [07:03<00:53,  1.00it/s]
                                                          

  under:  91%|█████████ | 548/602 [07:04<00:53,  1.00it/s]
  under:  91%|█████████ | 549/602 [07:04<00:50,  1.06it/s]
                                                          

  under:  91%|█████████ | 549/602 [07:05<00:50,  1.06it/s]
  under:  91%|█████████▏| 550/602 [07:05<00:53,  1.03s/it]
                                                          

  under:  91%|█████████▏| 550/602 [07:06<00:53,  1.03s/it]
  under:  92%|█████████▏| 551/602 [07:06<00:54,  1.07s/it]
                                                          

  under:  92%|█████████▏| 551/602 [07:07<00:54,  1.07s/it]
  under:  92%|█████████▏| 552/602 [07:07<00:52,  1.05s/it]
                                                          

  under:  92%|█████████▏| 552/602 [07:08<00:52,  1.05s/it]
  under:  92%|█████████▏| 553/602 [07:08<00:55,  1.13s/it]
                                                          

  under:  92%|█████████▏| 553/602 [07:09<00:55,  1.13s/it]
  under:  92%|█████████▏| 554/602 [07:09<00:52,  1.09s/it]
                                                          

  under:  92%|█████████▏| 554/602 [07:10<00:52,  1.09s/it]
  under:  92%|█████████▏| 555/602 [07:10<00:49,  1.06s/it]
                                                          

  under:  92%|█████████▏| 555/602 [07:11<00:49,  1.06s/it]
  under:  92%|█████████▏| 556/602 [07:11<00:47,  1.03s/it]
                                                          

  under:  92%|█████████▏| 556/602 [07:12<00:47,  1.03s/it]
  under:  93%|█████████▎| 557/602 [07:12<00:46,  1.04s/it]
                                                          

  under:  93%|█████████▎| 557/602 [07:13<00:46,  1.04s/it]
  under:  93%|█████████▎| 558/602 [07:13<00:39,  1.11it/s]
                                                          

  under:  93%|█████████▎| 558/602 [07:14<00:39,  1.11it/s]
  under:  93%|█████████▎| 559/602 [07:14<00:38,  1.10it/s]
                                                          

  under:  93%|█████████▎| 559/602 [07:15<00:38,  1.10it/s]
  under:  93%|█████████▎| 560/602 [07:15<00:39,  1.05it/s]
                                                          

  under:  93%|█████████▎| 560/602 [07:16<00:39,  1.05it/s]
  under:  93%|█████████▎| 561/602 [07:16<00:34,  1.18it/s]
                                                          

  under:  93%|█████████▎| 561/602 [07:16<00:34,  1.18it/s]
  under:  93%|█████████▎| 562/602 [07:16<00:33,  1.19it/s]
                                                          

  under:  93%|█████████▎| 562/602 [07:18<00:33,  1.19it/s]
  under:  94%|█████████▎| 563/602 [07:18<00:35,  1.09it/s]
                                                          

  under:  94%|█████████▎| 563/602 [07:19<00:35,  1.09it/s]
  under:  94%|█████████▎| 564/602 [07:19<00:37,  1.02it/s]
                                                          

  under:  94%|█████████▎| 564/602 [07:20<00:37,  1.02it/s]
  under:  94%|█████████▍| 565/602 [07:20<00:38,  1.04s/it]
                                                          

  under:  94%|█████████▍| 565/602 [07:21<00:38,  1.04s/it]
  under:  94%|█████████▍| 566/602 [07:21<00:37,  1.03s/it]
                                                          

  under:  94%|█████████▍| 566/602 [07:22<00:37,  1.03s/it]
  under:  94%|█████████▍| 567/602 [07:22<00:36,  1.05s/it]
                                                          

  under:  94%|█████████▍| 567/602 [07:23<00:36,  1.05s/it]
  under:  94%|█████████▍| 568/602 [07:23<00:36,  1.06s/it]
                                                          

  under:  94%|█████████▍| 568/602 [07:24<00:36,  1.06s/it]
  under:  95%|█████████▍| 569/602 [07:24<00:35,  1.08s/it]
                                                          

  under:  95%|█████████▍| 569/602 [07:25<00:35,  1.08s/it]
  under:  95%|█████████▍| 570/602 [07:25<00:34,  1.07s/it]
                                                          

  under:  95%|█████████▍| 570/602 [07:26<00:34,  1.07s/it]
  under:  95%|█████████▍| 571/602 [07:26<00:34,  1.11s/it]
                                                          

  under:  95%|█████████▍| 571/602 [07:27<00:34,  1.11s/it]
  under:  95%|█████████▌| 572/602 [07:27<00:31,  1.04s/it]
                                                          

  under:  95%|█████████▌| 572/602 [07:28<00:31,  1.04s/it]
  under:  95%|█████████▌| 573/602 [07:28<00:31,  1.07s/it]
                                                          

  under:  95%|█████████▌| 573/602 [07:29<00:31,  1.07s/it]
  under:  95%|█████████▌| 574/602 [07:29<00:27,  1.02it/s]
                                                          

  under:  95%|█████████▌| 574/602 [07:30<00:27,  1.02it/s]
  under:  96%|█████████▌| 575/602 [07:30<00:27,  1.04s/it]
                                                          

  under:  96%|█████████▌| 575/602 [07:31<00:27,  1.04s/it]
  under:  96%|█████████▌| 576/602 [07:31<00:24,  1.05it/s]
                                                          

  under:  96%|█████████▌| 576/602 [07:32<00:24,  1.05it/s]
  under:  96%|█████████▌| 577/602 [07:32<00:25,  1.03s/it]
                                                          

  under:  96%|█████████▌| 577/602 [07:33<00:25,  1.03s/it]
  under:  96%|█████████▌| 578/602 [07:33<00:24,  1.01s/it]
                                                          

  under:  96%|█████████▌| 578/602 [07:34<00:24,  1.01s/it]
  under:  96%|█████████▌| 579/602 [07:34<00:21,  1.07it/s]
                                                          

  under:  96%|█████████▌| 579/602 [07:35<00:21,  1.07it/s]
  under:  96%|█████████▋| 580/602 [07:35<00:21,  1.04it/s]
                                                          

  under:  96%|█████████▋| 580/602 [07:36<00:21,  1.04it/s]
  under:  97%|█████████▋| 581/602 [07:36<00:21,  1.02s/it]
                                                          

  under:  97%|█████████▋| 581/602 [07:37<00:21,  1.02s/it]
  under:  97%|█████████▋| 582/602 [07:37<00:21,  1.08s/it]
                                                          

  under:  97%|█████████▋| 582/602 [07:38<00:21,  1.08s/it]
  under:  97%|█████████▋| 583/602 [07:38<00:19,  1.04s/it]
                                                          

  under:  97%|█████████▋| 583/602 [07:40<00:19,  1.04s/it]
  under:  97%|█████████▋| 584/602 [07:40<00:20,  1.13s/it]
                                                          

  under:  97%|█████████▋| 584/602 [07:41<00:20,  1.13s/it]
  under:  97%|█████████▋| 585/602 [07:41<00:19,  1.13s/it]
                                                          

  under:  97%|█████████▋| 585/602 [07:41<00:19,  1.13s/it]
  under:  97%|█████████▋| 586/602 [07:41<00:14,  1.08it/s]
                                                          

  under:  97%|█████████▋| 586/602 [07:42<00:14,  1.08it/s]
  under:  98%|█████████▊| 587/602 [07:42<00:14,  1.05it/s]
                                                          

  under:  98%|█████████▊| 587/602 [07:43<00:14,  1.05it/s]
  under:  98%|█████████▊| 588/602 [07:43<00:13,  1.02it/s]
                                                          

  under:  98%|█████████▊| 588/602 [07:44<00:13,  1.02it/s]
  under:  98%|█████████▊| 589/602 [07:44<00:11,  1.09it/s]
                                                          

  under:  98%|█████████▊| 589/602 [07:45<00:11,  1.09it/s]
  under:  98%|█████████▊| 590/602 [07:45<00:11,  1.02it/s]
                                                          

  under:  98%|█████████▊| 590/602 [07:46<00:11,  1.02it/s]
  under:  98%|█████████▊| 591/602 [07:46<00:11,  1.04s/it]
                                                          

  under:  98%|█████████▊| 591/602 [07:48<00:11,  1.04s/it]
  under:  98%|█████████▊| 592/602 [07:48<00:10,  1.09s/it]
                                                          

  under:  98%|█████████▊| 592/602 [07:48<00:10,  1.09s/it]
  under:  99%|█████████▊| 593/602 [07:48<00:08,  1.01it/s]
                                                          

  under:  99%|█████████▊| 593/602 [07:49<00:08,  1.01it/s]
  under:  99%|█████████▊| 594/602 [07:49<00:07,  1.08it/s]
                                                          

  under:  99%|█████████▊| 594/602 [07:50<00:07,  1.08it/s]
  under:  99%|█████████▉| 595/602 [07:50<00:07,  1.01s/it]
                                                          

  under:  99%|█████████▉| 595/602 [07:51<00:07,  1.01s/it]
  under:  99%|█████████▉| 596/602 [07:51<00:06,  1.02s/it]
                                                          

  under:  99%|█████████▉| 596/602 [07:52<00:06,  1.02s/it]
  under:  99%|█████████▉| 597/602 [07:52<00:05,  1.02s/it]
                                                          

  under:  99%|█████████▉| 597/602 [07:53<00:05,  1.02s/it]
  under:  99%|█████████▉| 598/602 [07:53<00:03,  1.18it/s]
                                                          

  under:  99%|█████████▉| 598/602 [07:54<00:03,  1.18it/s]
  under: 100%|█████████▉| 599/602 [07:54<00:02,  1.03it/s]
                                                          

  under: 100%|█████████▉| 599/602 [07:55<00:02,  1.03it/s]
  under: 100%|█████████▉| 600/602 [07:55<00:01,  1.08it/s]
                                                          

  under: 100%|█████████▉| 600/602 [07:56<00:01,  1.08it/s]
  under: 100%|█████████▉| 601/602 [07:56<00:00,  1.01it/s]
                                                          

  under: 100%|█████████▉| 601/602 [07:57<00:00,  1.01it/s]
  under: 100%|██████████| 602/602 [07:57<00:00,  1.04s/it]
  under: 100%|██████████| 602/602 [07:57<00:00,  1.26it/s]
+2026-02-16 05:33:20,688 - INFO -   under: 602/602 extracted | correct=594, incorrect=8, accuracy=98.7%
+2026-02-16 05:33:20,688 - INFO - Processing category: far (594 samples)
+    [O] #2808   expected=under    | predicted="Under"
+    [O] #2812   expected=under    | predicted="Under"
+    [O] #2819   expected=under    | predicted="Under"
+    [O] #2826   expected=under    | predicted="Under"
+    [O] #2832   expected=under    | predicted="Under"
+    [O] #2833   expected=under    | predicted="Under"
+    [O] #2835   expected=under    | predicted="Under"
+    [O] #2837   expected=under    | predicted="Under"
+    [O] #2852   expected=under    | predicted="Under"
+    [O] #2858   expected=under    | predicted="Under"
+    [O] #2867   expected=under    | predicted="Under"
+    [O] #2872   expected=under    | predicted="Under"
+    [O] #2873   expected=under    | predicted="Under"
+    [O] #2889   expected=under    | predicted="Under"
+    [O] #2892   expected=under    | predicted="Under"
+    [O] #2900   expected=under    | predicted="Under"
+    [O] #2901   expected=under    | predicted="Under"
+    [O] #2908   expected=under    | predicted="Under"
+    [O] #2913   expected=under    | predicted="Under"
+    [O] #2915   expected=under    | predicted="Under"
+    [O] #2942   expected=under    | predicted="Under"
+    [O] #2944   expected=under    | predicted="Under"
+    [O] #2952   expected=under    | predicted="Under"
+    [O] #2954   expected=under    | predicted="Under"
+    [O] #2957   expected=under    | predicted="Under"
+    [O] #2961   expected=under    | predicted="Under"
+    [O] #2963   expected=under    | predicted="Under"
+    [O] #2967   expected=under    | predicted="Under"
+    [O] #2975   expected=under    | predicted="Under"
+    [O] #2980   expected=under    | predicted="Under"
+    [O] #3013   expected=under    | predicted="Under"
+    [O] #3019   expected=under    | predicted="Under"
+    [O] #3023   expected=under    | predicted="Under"
+    [O] #3025   expected=under    | predicted="Under"
+    [O] #3029   expected=under    | predicted="Under"
+    [O] #3038   expected=under    | predicted="Under"
+    [O] #3042   expected=under    | predicted="Under"
+    [O] #3043   expected=under    | predicted="Under"
+    [O] #3047   expected=under    | predicted="Under"
+    [O] #3049   expected=under    | predicted="Under"
+    [O] #3050   expected=under    | predicted="Under"
+    [O] #3057   expected=under    | predicted="Under"
+    [O] #3061   expected=under    | predicted="Under"
+    [O] #3062   expected=under    | predicted="Under"
+    [O] #3071   expected=under    | predicted="Under"
+    [O] #3075   expected=under    | predicted="Under"
+    [O] #3077   expected=under    | predicted="Under"
+    [O] #3084   expected=under    | predicted="Under"
+    [O] #3087   expected=under    | predicted="Under"
+    [X] #3092   expected=under    | predicted="Above"
+    [O] #3099   expected=under    | predicted="Under"
+    [O] #3100   expected=under    | predicted="Under"
+    [O] #3107   expected=under    | predicted="Under"
+    [O] #3109   expected=under    | predicted="Under"
+    [O] #3111   expected=under    | predicted="Under"
+    [O] #3112   expected=under    | predicted="Under"
+    [O] #3114   expected=under    | predicted="Under"
+    [O] #3120   expected=under    | predicted="Under"
+    [O] #3127   expected=under    | predicted="Under"
+    [O] #3130   expected=under    | predicted="Under"
+    [O] #3137   expected=under    | predicted="Under"
+    [O] #3138   expected=under    | predicted="Under"
+    [O] #3141   expected=under    | predicted="Under"
+    [O] #3142   expected=under    | predicted="Under"
+    [O] #3146   expected=under    | predicted="Under"
+    [O] #3149   expected=under    | predicted="Under"
+    [O] #3150   expected=under    | predicted="Under"
+    [O] #3153   expected=under    | predicted="Under"
+    [O] #3161   expected=under    | predicted="Under"
+    [O] #3166   expected=under    | predicted="Under"
+    [O] #3170   expected=under    | predicted="Under"
+    [O] #3175   expected=under    | predicted="Under"
+    [O] #3178   expected=under    | predicted="Under"
+    [O] #3179   expected=under    | predicted="Under"
+    [O] #3184   expected=under    | predicted="Under"
+    [O] #3192   expected=under    | predicted="Under"
+    [O] #3193   expected=under    | predicted="Under"
+    [O] #3203   expected=under    | predicted="Under"
+    [O] #3217   expected=under    | predicted="Under"
+    [O] #3221   expected=under    | predicted="Under"
+    [O] #3223   expected=under    | predicted="Under"
+    [O] #3224   expected=under    | predicted="Under"
+    [O] #3229   expected=under    | predicted="Under"
+    [O] #3230   expected=under    | predicted="Under"
+    [O] #3231   expected=under    | predicted="Under"
+    [O] #3234   expected=under    | predicted="Under"
+    [O] #3243   expected=under    | predicted="Under"
+    [O] #3244   expected=under    | predicted="Under"
+    [O] #3246   expected=under    | predicted="Under"
+    [O] #3255   expected=under    | predicted="Under"
+    [O] #3258   expected=under    | predicted="Under"
+    [O] #3260   expected=under    | predicted="Under"
+    [O] #3266   expected=under    | predicted="Under"
+    [O] #3271   expected=under    | predicted="Under"
+    [O] #3273   expected=under    | predicted="Under"
+    [X] #3277   expected=under    | predicted="Above"
+    [O] #3279   expected=under    | predicted="Under"
+    [O] #3284   expected=under    | predicted="Under"
+    [O] #3292   expected=under    | predicted="Under"
+    [O] #3305   expected=under    | predicted="Under"
+    [O] #3307   expected=under    | predicted="Under"
+    [O] #3308   expected=under    | predicted="Under"
+    [O] #3317   expected=under    | predicted="Under"
+    [O] #3319   expected=under    | predicted="Under"
+    [O] #3323   expected=under    | predicted="Under"
+    [O] #3327   expected=under    | predicted="Under"
+    [O] #3329   expected=under    | predicted="Under"
+    [O] #3345   expected=under    | predicted="Under"
+    [O] #3348   expected=under    | predicted="Under"
+    [O] #3351   expected=under    | predicted="Under"
+    [O] #3352   expected=under    | predicted="Under"
+    [O] #3355   expected=under    | predicted="Under"
+    [O] #3365   expected=under    | predicted="Under"
+    [O] #3373   expected=under    | predicted="Under"
+    [O] #3377   expected=under    | predicted="Under"
+    [O] #3388   expected=under    | predicted="Under"
+    [O] #3393   expected=under    | predicted="Under"
+    [O] #3394   expected=under    | predicted="Under"
+    [O] #3405   expected=under    | predicted="Under"
+    [O] #3414   expected=under    | predicted="Under"
+    [O] #3415   expected=under    | predicted="Under"
+    [O] #3420   expected=under    | predicted="Under"
+    [O] #3434   expected=under    | predicted="Under"
+    [O] #3438   expected=under    | predicted="Under"
+    [O] #3444   expected=under    | predicted="Under"
+    [O] #3445   expected=under    | predicted="Under"
+    [O] #3446   expected=under    | predicted="Under"
+    [O] #3453   expected=under    | predicted="Under"
+    [O] #3459   expected=under    | predicted="Under"
+    [O] #3467   expected=under    | predicted="Under"
+    [O] #3485   expected=under    | predicted="Under"
+    [O] #3489   expected=under    | predicted="Under"
+    [O] #3508   expected=under    | predicted="Under"
+    [O] #3526   expected=under    | predicted="Under"
+    [O] #3538   expected=under    | predicted="Under"
+    [O] #3545   expected=under    | predicted="Under"
+    [O] #3560   expected=under    | predicted="Under"
+    [O] #3564   expected=under    | predicted="Under"
+    [O] #3565   expected=under    | predicted="Under"
+    [O] #3573   expected=under    | predicted="Under"
+    [O] #3578   expected=under    | predicted="Under"
+    [O] #3579   expected=under    | predicted="Under"
+    [O] #3581   expected=under    | predicted="Under"
+    [O] #3587   expected=under    | predicted="Under"
+    [O] #3603   expected=under    | predicted="Under"
+    [O] #3605   expected=under    | predicted="Under"
+    [O] #3613   expected=under    | predicted="Under"
+    [O] #3629   expected=under    | predicted="Under"
+    [O] #3639   expected=under    | predicted="Under"
+
  far:   0%|          | 0/594 [00:00<?, ?it/s]
                                              

  far:   0%|          | 0/594 [00:00<?, ?it/s]
  far:   0%|          | 1/594 [00:00<04:37,  2.14it/s]
                                                      

  far:   0%|          | 1/594 [00:00<04:37,  2.14it/s]
  far:   0%|          | 2/594 [00:00<04:18,  2.29it/s]
                                                      

  far:   0%|          | 2/594 [00:01<04:18,  2.29it/s]
  far:   1%|          | 3/594 [00:01<04:27,  2.21it/s]
                                                      

  far:   1%|          | 3/594 [00:01<04:27,  2.21it/s]
  far:   1%|          | 4/594 [00:01<04:31,  2.17it/s]
                                                      

  far:   1%|          | 4/594 [00:02<04:31,  2.17it/s]
  far:   1%|          | 5/594 [00:02<04:30,  2.18it/s]
                                                      

  far:   1%|          | 5/594 [00:02<04:30,  2.18it/s]
  far:   1%|          | 6/594 [00:02<04:27,  2.20it/s]
                                                      

  far:   1%|          | 6/594 [00:03<04:27,  2.20it/s]
  far:   1%|          | 7/594 [00:03<04:24,  2.22it/s]
                                                      

  far:   1%|          | 7/594 [00:03<04:24,  2.22it/s]
  far:   1%|▏         | 8/594 [00:03<04:22,  2.23it/s]
                                                      

  far:   1%|▏         | 8/594 [00:04<04:22,  2.23it/s]
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    [X] #6      expected=far      | predicted="Close"
+    [X] #8      expected=far      | predicted="Close"
+    [X] #9      expected=far      | predicted="Close"
+    [X] #23     expected=far      | predicted="Close"
+    [X] #30     expected=far      | predicted="Close"
+    [X] #40     expected=far      | predicted="Close"
+    [X] #44     expected=far      | predicted="Close"
+    [X] #45     expected=far      | predicted="Close"
+    [X] #50     expected=far      | predicted="Close"
+    [X] #51     expected=far      | predicted="Close"
+    [X] #52     expected=far      | predicted="Close"
+    [X] #58     expected=far      | predicted="Close"
+    [X] #90     expected=far      | predicted="Close"
+    [X] #92     expected=far      | predicted="Close"
+    [X] #93     expected=far      | predicted="Close"
+    [X] #96     expected=far      | predicted="Close"
+    [X] #104    expected=far      | predicted="Close"
+    [X] #110    expected=far      | predicted="Close"
+    [X] #111    expected=far      | predicted="Close"
+    [X] #116    expected=far      | predicted="Close"
+    [X] #120    expected=far      | predicted="Close"
+    [X] #130    expected=far      | predicted="Close"
+    [X] #132    expected=far      | predicted="Close"
+    [X] #135    expected=far      | predicted="Close"
+    [X] #145    expected=far      | predicted="Close"
+    [X] #146    expected=far      | predicted="Close"
+    [X] #148    expected=far      | predicted="Close"
+    [X] #153    expected=far      | predicted="Close"
+    [X] #163    expected=far      | predicted="Close"
+    [X] #167    expected=far      | predicted="Close"
+    [X] #170    expected=far      | predicted="Close"
+    [X] #174    expected=far      | predicted="Close"
+    [X] #175    expected=far      | predicted="Close"
+    [X] #179    expected=far      | predicted="Close"
+    [O] #181    expected=far      | predicted="Far"
+    [X] #191    expected=far      | predicted="Close"
+    [O] #192    expected=far      | predicted="Far."
+    [X] #201    expected=far      | predicted="Close"
+    [X] #204    expected=far      | predicted="Close"
+    [O] #205    expected=far      | predicted="Far"
+    [X] #207    expected=far      | predicted="Close"
+    [X] #219    expected=far      | predicted="Close"
+    [X] #222    expected=far      | predicted="Close"
+    [X] #228    expected=far      | predicted="Close"
+    [X] #229    expected=far      | predicted="Close"
+    [O] #233    expected=far      | predicted="Far"
+    [X] #236    expected=far      | predicted="Close"
+    [X] #241    expected=far      | predicted="Close"
+    [X] #247    expected=far      | predicted="Close"
+    [X] #254    expected=far      | predicted="Close"
+    [X] #258    expected=far      | predicted="Close"
+    [X] #262    expected=far      | predicted="Close"
+    [X] #263    expected=far      | predicted="Close"
+    [X] #272    expected=far      | predicted="Close"
+    [X] #286    expected=far      | predicted="Close"
+    [X] #294    expected=far      | predicted="Close"
+    [X] #297    expected=far      | predicted="Close"
+    [X] #299    expected=far      | predicted="Close"
+    [X] #320    expected=far      | predicted="Close"
+    [X] #321    expected=far      | predicted="Close"
+    [X] #323    expected=far      | predicted="Close"
+    [X] #336    expected=far      | predicted="Close"
+    [O] #342    expected=far      | predicted="Far."
+    [X] #351    expected=far      | predicted="Close"
+    [X] #360    expected=far      | predicted="Close"
+    [X] #364    expected=far      | predicted="Close"
+    [X] #376    expected=far      | predicted="Close"
+    [O] #397    expected=far      | predicted="Far"
+    [X] #401    expected=far      | predicted="Close"
+    [X] #410    expected=far      | predicted="Close"
+    [X] #412    expected=far      | predicted="Close"
+    [X] #419    expected=far      | predicted="Close"
+    [X] #420    expected=far      | predicted="Close"
+    [X] #424    expected=far      | predicted="Close"
+    [X] #431    expected=far      | predicted="Close"
+    [X] #438    expected=far      | predicted="Close"
+    [O] #442    expected=far      | predicted="Far."
+    [X] #444    expected=far      | predicted="Close"
+    [X] #445    expected=far      | predicted="Close"
+    [X] #446    expected=far      | predicted="Close"
+    [X] #450    expected=far      | predicted="Close"
+    [X] #453    expected=far      | predicted="Close"
+    [X] #460    expected=far      | predicted="Close"
+    [X] #463    expected=far      | predicted="Close."
+    [X] #471    expected=far      | predicted="Close"
+    [X] #473    expected=far      | predicted="Close"
+    [X] #488    expected=far      | predicted="Close."
+    [X] #491    expected=far      | predicted="Close"
+    [X] #493    expected=far      | predicted="Close"
+    [X] #496    expected=far      | predicted="Close"
+    [X] #502    expected=far      | predicted="Close"
+    [X] #505    expected=far      | predicted="Close"
+    [X] #510    expected=far      | predicted="Close"
+    [X] #517    expected=far      | predicted="Close"
+    [X] #524    expected=far      | predicted="Close"
+    [X] #532    expected=far      | predicted="Close"
+    [X] #561    expected=far      | predicted="Close"
+    [X] #565    expected=far      | predicted="Close"
+    [O] #566    expected=far      | predicted="Far."
+    [X] #584    expected=far      | predicted="Close"
+    [X] #590    expected=far      | predicted="Close"
+    [X] #593    expected=far      | predicted="Close"
+    [X] #594    expected=far      | predicted="Close"
+    [X] #595    expected=far      | predicted="Close"
+    [X] #605    expected=far      | predicted="Close"
+    [X] #629    expected=far      | predicted="Close"
+    [X] #631    expected=far      | predicted="Close"
+    [X] #634    expected=far      | predicted="Close"
+    [X] #635    expected=far      | predicted="Close"
+    [X] #638    expected=far      | predicted="Close"
+    [X] #640    expected=far      | predicted="Close"
+    [X] #645    expected=far      | predicted="Close"
+    [X] #648    expected=far      | predicted="Close"
+    [O] #660    expected=far      | predicted="Far."
+    [X] #673    expected=far      | predicted="Close"
+    [X] #674    expected=far      | predicted="Close"
+    [X] #681    expected=far      | predicted="Close"
+    [X] #683    expected=far      | predicted="Close"
+    [X] #699    expected=far      | predicted="Close"
+    [X] #702    expected=far      | predicted="Close"
+    [X] #720    expected=far      | predicted="Close"
+    [X] #727    expected=far      | predicted="Close."
+    [O] #732    expected=far      | predicted="Far"
+    [X] #739    expected=far      | predicted="Close"
+    [X] #761    expected=far      | predicted="Close"
+    [O] #764    expected=far      | predicted="Far."
+    [X] #767    expected=far      | predicted="Close"
+    [X] #774    expected=far      | predicted="Close"
+    [O] #776    expected=far      | predicted="Far"
+    [X] #778    expected=far      | predicted="Close"
+    [X] #804    expected=far      | predicted="Close"
+    [X] #808    expected=far      | predicted="Close"
+    [X] #811    expected=far      | predicted="Close"
+    [X] #813    expected=far      | predicted="Close"
+    [X] #814    expected=far      | predicted="Close"
+    [X] #832    expected=far      | predicted="Close"
+    [X] #837    expected=far      | predicted="Close"
+    [X] #839    expected=far      | predicted="Close"
+    [X] #841    expected=far      | predicted="Close"
+    [X] #851    expected=far      | predicted="Close"
+    [X] #854    expected=far      | predicted="Close"
+    [X] #857    expected=far      | predicted="Close"
+    [O] #870    expected=far      | predicted="Far"
+    [X] #874    expected=far      | predicted="Close"
+    [X] #879    expected=far      | predicted="Close"
+    [X] #881    expected=far      | predicted="Close"
+    [X] #892    expected=far      | predicted="Close"
+    [X] #896    expected=far      | predicted="Close"
+    [X] #907    expected=far      | predicted="Close"
+    [X] #920    expected=far      | predicted="Close"
+    [X] #935    expected=far      | predicted="Close"
+    [X] #936    expected=far      | predicted="Close"
+
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    [X] #937    expected=far      | predicted="Close"
+    [X] #942    expected=far      | predicted="Close"
+    [X] #946    expected=far      | predicted="Close"
+    [X] #965    expected=far      | predicted="Close"
+    [X] #966    expected=far      | predicted="Close"
+    [X] #967    expected=far      | predicted="Close"
+    [X] #977    expected=far      | predicted="Close"
+    [X] #999    expected=far      | predicted="Close"
+    [X] #1001   expected=far      | predicted="Close"
+    [X] #1002   expected=far      | predicted="Close"
+    [X] #1006   expected=far      | predicted="Close"
+    [X] #1009   expected=far      | predicted="Close"
+    [X] #1011   expected=far      | predicted="Close"
+    [X] #1027   expected=far      | predicted="Close"
+    [X] #1032   expected=far      | predicted="Close"
+    [X] #1033   expected=far      | predicted="Close"
+    [X] #1050   expected=far      | predicted="Close."
+    [X] #1055   expected=far      | predicted="Close"
+    [X] #1056   expected=far      | predicted="Close"
+    [X] #1064   expected=far      | predicted="Close"
+    [X] #1091   expected=far      | predicted="Close"
+    [X] #1096   expected=far      | predicted="Close"
+    [O] #1108   expected=far      | predicted="Far"
+    [X] #1110   expected=far      | predicted="Close."
+    [X] #1111   expected=far      | predicted="Close"
+    [X] #1114   expected=far      | predicted="Close"
+    [X] #1118   expected=far      | predicted="Close"
+    [X] #1122   expected=far      | predicted="Close"
+    [O] #1134   expected=far      | predicted="Far"
+    [X] #1142   expected=far      | predicted="Close"
+    [X] #1145   expected=far      | predicted="Close"
+    [X] #1148   expected=far      | predicted="Close"
+    [X] #1160   expected=far      | predicted="Close"
+    [X] #1161   expected=far      | predicted="Close"
+    [X] #1163   expected=far      | predicted="Close"
+    [X] #1166   expected=far      | predicted="Close"
+    [X] #1171   expected=far      | predicted="Close"
+    [X] #1173   expected=far      | predicted="Close"
+    [X] #1186   expected=far      | predicted="Close"
+    [X] #1190   expected=far      | predicted="Close"
+    [O] #1200   expected=far      | predicted="Far"
+    [X] #1202   expected=far      | predicted="Close"
+    [O] #1206   expected=far      | predicted="Far."
+    [O] #1216   expected=far      | predicted="Far"
+    [X] #1227   expected=far      | predicted="Close"
+    [X] #1230   expected=far      | predicted="Close"
+    [X] #1255   expected=far      | predicted="Close"
+    [X] #1261   expected=far      | predicted="Close"
+    [X] #1268   expected=far      | predicted="Close"
+    [X] #1276   expected=far      | predicted="Close"
+    [O] #1280   expected=far      | predicted="Far"
+    [X] #1286   expected=far      | predicted="Close"
+    [O] #1302   expected=far      | predicted="Far."
+    [O] #1303   expected=far      | predicted="Far"
+    [X] #1308   expected=far      | predicted="Close"
+    [X] #1320   expected=far      | predicted="Close"
+    [O] #1323   expected=far      | predicted="Far."
+    [O] #1325   expected=far      | predicted="Far."
+    [X] #1332   expected=far      | predicted="Close"
+    [O] #1342   expected=far      | predicted="Far"
+    [X] #1347   expected=far      | predicted="Close"
+    [O] #1358   expected=far      | predicted="Far."
+    [X] #1361   expected=far      | predicted="Close"
+    [X] #1363   expected=far      | predicted="Close"
+    [X] #1377   expected=far      | predicted="Close"
+    [X] #1384   expected=far      | predicted="Close."
+    [O] #1385   expected=far      | predicted="Far"
+    [O] #1395   expected=far      | predicted="Far"
+    [O] #1406   expected=far      | predicted="Far"
+    [X] #1414   expected=far      | predicted="Close"
+    [X] #1441   expected=far      | predicted="Close"
+    [X] #1474   expected=far      | predicted="Close"
+    [X] #1484   expected=far      | predicted="Close"
+    [O] #1494   expected=far      | predicted="Far."
+    [O] #1501   expected=far      | predicted="Far"
+    [O] #1504   expected=far      | predicted="Far."
+    [X] #1508   expected=far      | predicted="Close"
+    [X] #1513   expected=far      | predicted="Close"
+    [X] #1514   expected=far      | predicted="Close"
+    [X] #1516   expected=far      | predicted="Close"
+    [X] #1518   expected=far      | predicted="Close"
+    [X] #1520   expected=far      | predicted="Close"
+    [X] #1521   expected=far      | predicted="Close"
+    [X] #1527   expected=far      | predicted="Close"
+    [O] #1539   expected=far      | predicted="Far"
+    [O] #1541   expected=far      | predicted="Far"
+    [X] #1549   expected=far      | predicted="Close"
+    [X] #1554   expected=far      | predicted="Close"
+    [X] #1556   expected=far      | predicted="Close"
+    [X] #1574   expected=far      | predicted="Close."
+    [X] #1575   expected=far      | predicted="Close"
+    [O] #1577   expected=far      | predicted="Far"
+    [X] #1590   expected=far      | predicted="Close"
+    [X] #1595   expected=far      | predicted="Close"
+    [X] #1606   expected=far      | predicted="Close"
+    [X] #1609   expected=far      | predicted="Close"
+    [X] #1610   expected=far      | predicted="Close"
+    [O] #1624   expected=far      | predicted="Far"
+    [O] #1631   expected=far      | predicted="Far"
+    [O] #1636   expected=far      | predicted="Far"
+    [X] #1653   expected=far      | predicted="Close"
+    [O] #1655   expected=far      | predicted="Far."
+    [X] #1661   expected=far      | predicted="Close"
+    [X] #1664   expected=far      | predicted="Close"
+    [X] #1668   expected=far      | predicted="Close."
+    [X] #1673   expected=far      | predicted="Close"
+    [O] #1676   expected=far      | predicted="Far"
+    [O] #1683   expected=far      | predicted="Far"
+    [X] #1686   expected=far      | predicted="Close"
+    [O] #1695   expected=far      | predicted="Far."
+    [X] #1705   expected=far      | predicted="Close."
+    [O] #1718   expected=far      | predicted="Far."
+    [O] #1721   expected=far      | predicted="Far"
+    [X] #1737   expected=far      | predicted="Close"
+    [X] #1743   expected=far      | predicted="Close"
+    [X] #1748   expected=far      | predicted="Close"
+    [X] #1750   expected=far      | predicted="Close"
+    [O] #1753   expected=far      | predicted="Far"
+    [X] #1758   expected=far      | predicted="Close"
+    [X] #1760   expected=far      | predicted="Close"
+    [O] #1761   expected=far      | predicted="Far."
+    [O] #1762   expected=far      | predicted="Far"
+    [X] #1786   expected=far      | predicted="Close"
+    [X] #1787   expected=far      | predicted="Close"
+    [O] #1788   expected=far      | predicted="Far"
+    [X] #1819   expected=far      | predicted="Close"
+    [X] #1830   expected=far      | predicted="Close"
+    [O] #1837   expected=far      | predicted="Far"
+    [X] #1838   expected=far      | predicted="Close"
+    [O] #1839   expected=far      | predicted="Far."
+    [O] #1846   expected=far      | predicted="Far."
+    [X] #1859   expected=far      | predicted="Close"
+    [O] #1861   expected=far      | predicted="Far"
+    [X] #1866   expected=far      | predicted="Close"
+    [X] #1875   expected=far      | predicted="Close"
+    [O] #1876   expected=far      | predicted="Far"
+    [O] #1878   expected=far      | predicted="Far"
+    [O] #1880   expected=far      | predicted="Far."
+    [O] #1912   expected=far      | predicted="Far"
+    [X] #1913   expected=far      | predicted="Close"
+    [O] #1920   expected=far      | predicted="Far."
+    [X] #1924   expected=far      | predicted="Close"
+    [X] #1929   expected=far      | predicted="Close"
+    [O] #1932   expected=far      | predicted="Far"
+    [X] #1938   expected=far      | predicted="Close"
+    [X] #1943   expected=far      | predicted="Close"
+    [O] #1950   expected=far      | predicted="Far."
+    [O] #1952   expected=far      | predicted="Far"
+    [O] #1959   expected=far      | predicted="Far"
+    [O] #1962   expected=far      | predicted="Far"
+    [O] #1971   expected=far      | predicted="Far"
+    [X] #1978   expected=far      | predicted="Close"
+    [X] #1991   expected=far      | predicted="Close"
+
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    [X] #1992   expected=far      | predicted="Close"
+    [O] #1995   expected=far      | predicted="Far"
+    [O] #1997   expected=far      | predicted="Far."
+    [X] #2018   expected=far      | predicted="Close."
+    [O] #2025   expected=far      | predicted="Far"
+    [X] #2029   expected=far      | predicted="Close"
+    [O] #2033   expected=far      | predicted="Far."
+    [O] #2040   expected=far      | predicted="Far"
+    [O] #2045   expected=far      | predicted="Far"
+    [X] #2047   expected=far      | predicted="Close"
+    [X] #2055   expected=far      | predicted="Close"
+    [X] #2063   expected=far      | predicted="Close"
+    [X] #2068   expected=far      | predicted="Close"
+    [X] #2070   expected=far      | predicted="Close"
+    [O] #2075   expected=far      | predicted="Far."
+    [O] #2077   expected=far      | predicted="Far"
+    [X] #2083   expected=far      | predicted="Close"
+    [X] #2092   expected=far      | predicted="Close"
+    [X] #2098   expected=far      | predicted="Close."
+    [X] #2100   expected=far      | predicted="Close"
+    [O] #2102   expected=far      | predicted="Far"
+    [X] #2107   expected=far      | predicted="Close"
+    [X] #2109   expected=far      | predicted="Close"
+    [X] #2116   expected=far      | predicted="Close"
+    [X] #2118   expected=far      | predicted="Close."
+    [X] #2122   expected=far      | predicted="Close."
+    [X] #2129   expected=far      | predicted="Close"
+    [X] #2135   expected=far      | predicted="Close"
+    [X] #2140   expected=far      | predicted="Close"
+    [O] #2147   expected=far      | predicted="Far"
+    [X] #2149   expected=far      | predicted="Close"
+    [X] #2157   expected=far      | predicted="Close"
+    [X] #2158   expected=far      | predicted="Close"
+    [X] #2165   expected=far      | predicted="Close"
+    [X] #2167   expected=far      | predicted="Close"
+    [X] #2172   expected=far      | predicted="Close"
+    [O] #2174   expected=far      | predicted="Far."
+    [O] #2178   expected=far      | predicted="Far."
+    [X] #2180   expected=far      | predicted="Close"
+    [X] #2187   expected=far      | predicted="Close"
+    [O] #2204   expected=far      | predicted="Far."
+    [O] #2205   expected=far      | predicted="Far."
+    [O] #2207   expected=far      | predicted="Far"
+    [X] #2210   expected=far      | predicted="Close"
+    [X] #2213   expected=far      | predicted="Close"
+    [X] #2216   expected=far      | predicted="Close."
+    [X] #2218   expected=far      | predicted="Close"
+    [O] #2224   expected=far      | predicted="Far"
+    [O] #2231   expected=far      | predicted="Far"
+    [O] #2234   expected=far      | predicted="Far."
+    [X] #2240   expected=far      | predicted="Close"
+    [X] #2241   expected=far      | predicted="Close"
+    [X] #2242   expected=far      | predicted="Close"
+    [X] #2256   expected=far      | predicted="Close"
+    [O] #2264   expected=far      | predicted="Far."
+    [O] #2267   expected=far      | predicted="Far"
+    [O] #2273   expected=far      | predicted="Far"
+    [X] #2274   expected=far      | predicted="Close"
+    [X] #2283   expected=far      | predicted="Close"
+    [X] #2292   expected=far      | predicted="Close"
+    [X] #2293   expected=far      | predicted="Close"
+    [X] #2297   expected=far      | predicted="Close"
+    [O] #2300   expected=far      | predicted="Far."
+    [O] #2308   expected=far      | predicted="Far"
+    [O] #2311   expected=far      | predicted="Far."
+    [X] #2317   expected=far      | predicted="Close"
+    [X] #2318   expected=far      | predicted="Close"
+    [O] #2323   expected=far      | predicted="Far"
+    [X] #2333   expected=far      | predicted="Close"
+    [X] #2341   expected=far      | predicted="Close"
+    [X] #2342   expected=far      | predicted="Close"
+    [O] #2346   expected=far      | predicted="Far"
+    [X] #2357   expected=far      | predicted="Close"
+    [O] #2358   expected=far      | predicted="Far"
+    [X] #2360   expected=far      | predicted="Close"
+    [X] #2361   expected=far      | predicted="Close"
+    [X] #2370   expected=far      | predicted="Close"
+    [X] #2376   expected=far      | predicted="Close"
+    [X] #2377   expected=far      | predicted="Close"
+    [X] #2380   expected=far      | predicted="Close"
+    [X] #2381   expected=far      | predicted="Close"
+    [X] #2382   expected=far      | predicted="Close"
+    [O] #2395   expected=far      | predicted="Far"
+    [O] #2410   expected=far      | predicted="Far"
+    [O] #2416   expected=far      | predicted="Far."
+    [O] #2418   expected=far      | predicted="Far"
+    [X] #2434   expected=far      | predicted="Close"
+    [X] #2436   expected=far      | predicted="Close"
+    [O] #2437   expected=far      | predicted="Far"
+    [X] #2447   expected=far      | predicted="Close"
+    [O] #2448   expected=far      | predicted="Far"
+    [X] #2453   expected=far      | predicted="Close"
+    [X] #2458   expected=far      | predicted="Close"
+    [X] #2470   expected=far      | predicted="Close"
+    [X] #2477   expected=far      | predicted="Close"
+    [X] #2491   expected=far      | predicted="Close"
+    [X] #2518   expected=far      | predicted="Close"
+    [X] #2526   expected=far      | predicted="Close"
+    [X] #2530   expected=far      | predicted="Close"
+    [X] #2540   expected=far      | predicted="Close"
+    [X] #2544   expected=far      | predicted="Close"
+    [X] #2546   expected=far      | predicted="Close"
+    [X] #2556   expected=far      | predicted="Close"
+    [X] #2560   expected=far      | predicted="Close"
+    [X] #2561   expected=far      | predicted="Close"
+    [X] #2570   expected=far      | predicted="Close"
+    [X] #2573   expected=far      | predicted="Close"
+    [X] #2578   expected=far      | predicted="Close"
+    [X] #2580   expected=far      | predicted="Close"
+    [X] #2583   expected=far      | predicted="Close"
+    [X] #2586   expected=far      | predicted="Close"
+    [X] #2593   expected=far      | predicted="Close"
+    [X] #2599   expected=far      | predicted="Close"
+    [O] #2606   expected=far      | predicted="Far"
+    [X] #2612   expected=far      | predicted="Close"
+    [X] #2619   expected=far      | predicted="Close"
+    [X] #2624   expected=far      | predicted="Close"
+    [X] #2625   expected=far      | predicted="Close"
+    [X] #2631   expected=far      | predicted="Close"
+    [X] #2639   expected=far      | predicted="Close"
+    [X] #2641   expected=far      | predicted="Close"
+    [X] #2646   expected=far      | predicted="Close"
+    [X] #2649   expected=far      | predicted="Close"
+    [X] #2650   expected=far      | predicted="Close"
+    [X] #2660   expected=far      | predicted="Close"
+    [X] #2661   expected=far      | predicted="Close."
+    [X] #2670   expected=far      | predicted="Close"
+    [X] #2676   expected=far      | predicted="Close"
+    [X] #2678   expected=far      | predicted="Close"
+    [X] #2679   expected=far      | predicted="Close"
+    [X] #2680   expected=far      | predicted="Close."
+    [X] #2685   expected=far      | predicted="Close"
+    [X] #2702   expected=far      | predicted="Close"
+    [X] #2734   expected=far      | predicted="Close"
+    [X] #2739   expected=far      | predicted="Close"
+    [X] #2745   expected=far      | predicted="Close"
+    [O] #2747   expected=far      | predicted="Far"
+    [X] #2753   expected=far      | predicted="Close"
+    [X] #2755   expected=far      | predicted="Close"
+    [X] #2769   expected=far      | predicted="Close."
+    [X] #2772   expected=far      | predicted="Close"
+    [X] #2773   expected=far      | predicted="Close"
+    [X] #2776   expected=far      | predicted="Close"
+    [X] #2785   expected=far      | predicted="Close"
+    [X] #2786   expected=far      | predicted="Close"
+    [X] #2798   expected=far      | predicted="Close"
+    [X] #2800   expected=far      | predicted="Close"
+    [X] #2807   expected=far      | predicted="Close"
+    [X] #2816   expected=far      | predicted="Close"
+    [X] #2818   expected=far      | predicted="Close"
+    [X] #2821   expected=far      | predicted="Close"
+    [X] #2822   expected=far      | predicted="Close"
+
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  far:  92%|█████████▏| 546/594 [04:33<00:47,  1.02it/s]
  far:  92%|█████████▏| 547/594 [04:33<00:49,  1.04s/it]
                                                        

  far:  92%|█████████▏| 547/594 [04:34<00:49,  1.04s/it]
  far:  92%|█████████▏| 548/594 [04:34<00:48,  1.05s/it]
                                                        

  far:  92%|█████████▏| 548/594 [04:36<00:48,  1.05s/it]
  far:  92%|█████████▏| 549/594 [04:36<00:47,  1.05s/it]
                                                        

  far:  92%|█████████▏| 549/594 [04:36<00:47,  1.05s/it]
  far:  93%|█████████▎| 550/594 [04:36<00:38,  1.14it/s]
                                                        

  far:  93%|█████████▎| 550/594 [04:37<00:38,  1.14it/s]
  far:  93%|█████████▎| 551/594 [04:37<00:41,  1.04it/s]
                                                        

  far:  93%|█████████▎| 551/594 [04:38<00:41,  1.04it/s]
  far:  93%|█████████▎| 552/594 [04:38<00:38,  1.08it/s]
                                                        

  far:  93%|█████████▎| 552/594 [04:39<00:38,  1.08it/s]
  far:  93%|█████████▎| 553/594 [04:39<00:41,  1.02s/it]
                                                        

  far:  93%|█████████▎| 553/594 [04:40<00:41,  1.02s/it]
  far:  93%|█████████▎| 554/594 [04:40<00:43,  1.08s/it]
                                                        

  far:  93%|█████████▎| 554/594 [04:41<00:43,  1.08s/it]
  far:  93%|█████████▎| 555/594 [04:41<00:40,  1.04s/it]
                                                        

  far:  93%|█████████▎| 555/594 [04:43<00:40,  1.04s/it]
  far:  94%|█████████▎| 556/594 [04:43<00:41,  1.09s/it]
                                                        

  far:  94%|█████████▎| 556/594 [04:44<00:41,  1.09s/it]
  far:  94%|█████████▍| 557/594 [04:44<00:40,  1.09s/it]
                                                        

  far:  94%|█████████▍| 557/594 [04:45<00:40,  1.09s/it]
  far:  94%|█████████▍| 558/594 [04:45<00:40,  1.13s/it]
                                                        

  far:  94%|█████████▍| 558/594 [04:46<00:40,  1.13s/it]
  far:  94%|█████████▍| 559/594 [04:46<00:39,  1.14s/it]
                                                        

  far:  94%|█████████▍| 559/594 [04:47<00:39,  1.14s/it]
  far:  94%|█████████▍| 560/594 [04:47<00:38,  1.12s/it]
                                                        

  far:  94%|█████████▍| 560/594 [04:48<00:38,  1.12s/it]
  far:  94%|█████████▍| 561/594 [04:48<00:36,  1.10s/it]
                                                        

  far:  94%|█████████▍| 561/594 [04:50<00:36,  1.10s/it]
  far:  95%|█████████▍| 562/594 [04:50<00:37,  1.16s/it]
                                                        

  far:  95%|█████████▍| 562/594 [04:51<00:37,  1.16s/it]
  far:  95%|█████████▍| 563/594 [04:51<00:35,  1.16s/it]
                                                        

  far:  95%|█████████▍| 563/594 [04:52<00:35,  1.16s/it]
  far:  95%|█████████▍| 564/594 [04:52<00:33,  1.11s/it]
                                                        

  far:  95%|█████████▍| 564/594 [04:53<00:33,  1.11s/it]
  far:  95%|█████████▌| 565/594 [04:53<00:32,  1.13s/it]
                                                        

  far:  95%|█████████▌| 565/594 [04:54<00:32,  1.13s/it]
  far:  95%|█████████▌| 566/594 [04:54<00:28,  1.03s/it]
                                                        

  far:  95%|█████████▌| 566/594 [04:55<00:28,  1.03s/it]
  far:  95%|█████████▌| 567/594 [04:55<00:26,  1.02it/s]
                                                        

  far:  95%|█████████▌| 567/594 [04:55<00:26,  1.02it/s]
  far:  96%|█████████▌| 568/594 [04:55<00:25,  1.03it/s]
                                                        

  far:  96%|█████████▌| 568/594 [04:57<00:25,  1.03it/s]
  far:  96%|█████████▌| 569/594 [04:57<00:25,  1.01s/it]
                                                        

  far:  96%|█████████▌| 569/594 [04:58<00:25,  1.01s/it]
  far:  96%|█████████▌| 570/594 [04:58<00:26,  1.11s/it]
                                                        

  far:  96%|█████████▌| 570/594 [04:59<00:26,  1.11s/it]
  far:  96%|█████████▌| 571/594 [04:59<00:23,  1.01s/it]
                                                        

  far:  96%|█████████▌| 571/594 [05:00<00:23,  1.01s/it]
  far:  96%|█████████▋| 572/594 [05:00<00:24,  1.11s/it]
                                                        

  far:  96%|█████████▋| 572/594 [05:01<00:24,  1.11s/it]
  far:  96%|█████████▋| 573/594 [05:01<00:22,  1.05s/it]
                                                        

  far:  96%|█████████▋| 573/594 [05:02<00:22,  1.05s/it]
  far:  97%|█████████▋| 574/594 [05:02<00:20,  1.03s/it]
                                                        

  far:  97%|█████████▋| 574/594 [05:03<00:20,  1.03s/it]
  far:  97%|█████████▋| 575/594 [05:03<00:19,  1.05s/it]
                                                        

  far:  97%|█████████▋| 575/594 [05:04<00:19,  1.05s/it]
  far:  97%|█████████▋| 576/594 [05:04<00:19,  1.07s/it]
                                                        

  far:  97%|█████████▋| 576/594 [05:05<00:19,  1.07s/it]
  far:  97%|█████████▋| 577/594 [05:05<00:18,  1.08s/it]
                                                        

  far:  97%|█████████▋| 577/594 [05:07<00:18,  1.08s/it]
  far:  97%|█████████▋| 578/594 [05:07<00:18,  1.14s/it]
                                                        

  far:  97%|█████████▋| 578/594 [05:08<00:18,  1.14s/it]
  far:  97%|█████████▋| 579/594 [05:08<00:16,  1.13s/it]
                                                        

  far:  97%|█████████▋| 579/594 [05:09<00:16,  1.13s/it]
  far:  98%|█████████▊| 580/594 [05:09<00:15,  1.14s/it]
                                                        

  far:  98%|█████████▊| 580/594 [05:10<00:15,  1.14s/it]
  far:  98%|█████████▊| 581/594 [05:10<00:15,  1.20s/it]
                                                        

  far:  98%|█████████▊| 581/594 [05:11<00:15,  1.20s/it]
  far:  98%|█████████▊| 582/594 [05:11<00:13,  1.14s/it]
                                                        

  far:  98%|█████████▊| 582/594 [05:12<00:13,  1.14s/it]
  far:  98%|█████████▊| 583/594 [05:12<00:12,  1.13s/it]
                                                        

  far:  98%|█████████▊| 583/594 [05:13<00:12,  1.13s/it]
  far:  98%|█████████▊| 584/594 [05:13<00:10,  1.09s/it]
                                                        

  far:  98%|█████████▊| 584/594 [05:14<00:10,  1.09s/it]
  far:  98%|█████████▊| 585/594 [05:14<00:09,  1.02s/it]
                                                        

  far:  98%|█████████▊| 585/594 [05:15<00:09,  1.02s/it]
  far:  99%|█████████▊| 586/594 [05:15<00:07,  1.04it/s]
                                                        

  far:  99%|█████████▊| 586/594 [05:16<00:07,  1.04it/s]
  far:  99%|█████████▉| 587/594 [05:16<00:06,  1.09it/s]
                                                        

  far:  99%|█████████▉| 587/594 [05:17<00:06,  1.09it/s]
  far:  99%|█████████▉| 588/594 [05:17<00:05,  1.02it/s]
                                                        

  far:  99%|█████████▉| 588/594 [05:18<00:05,  1.02it/s]
  far:  99%|█████████▉| 589/594 [05:18<00:04,  1.02it/s]
                                                        

  far:  99%|█████████▉| 589/594 [05:19<00:04,  1.02it/s]
  far:  99%|█████████▉| 590/594 [05:19<00:04,  1.01s/it]
                                                        

  far:  99%|█████████▉| 590/594 [05:20<00:04,  1.01s/it]
  far:  99%|█████████▉| 591/594 [05:20<00:02,  1.00it/s]
                                                        

  far:  99%|█████████▉| 591/594 [05:21<00:02,  1.00it/s]
  far: 100%|█████████▉| 592/594 [05:21<00:02,  1.07s/it]
                                                        

  far: 100%|█████████▉| 592/594 [05:22<00:02,  1.07s/it]
  far: 100%|█████████▉| 593/594 [05:22<00:01,  1.07s/it]
                                                        

  far: 100%|█████████▉| 593/594 [05:23<00:01,  1.07s/it]
  far: 100%|██████████| 594/594 [05:23<00:00,  1.03it/s]
  far: 100%|██████████| 594/594 [05:23<00:00,  1.84it/s]
+2026-02-16 05:38:44,129 - INFO -   far: 594/594 extracted | correct=102, incorrect=492, accuracy=17.2%
+2026-02-16 05:38:44,130 - INFO - Processing category: close (612 samples)
+    [X] #2825   expected=far      | predicted="Close"
+    [X] #2830   expected=far      | predicted="Close"
+    [X] #2834   expected=far      | predicted="Close"
+    [X] #2854   expected=far      | predicted="Close"
+    [X] #2856   expected=far      | predicted="Close"
+    [X] #2860   expected=far      | predicted="Close"
+    [X] #2862   expected=far      | predicted="Close"
+    [X] #2863   expected=far      | predicted="Close"
+    [X] #2878   expected=far      | predicted="Close"
+    [X] #2895   expected=far      | predicted="Close"
+    [X] #2899   expected=far      | predicted="Close"
+    [X] #2903   expected=far      | predicted="Close"
+    [X] #2911   expected=far      | predicted="Close"
+    [X] #2917   expected=far      | predicted="Close"
+    [X] #2919   expected=far      | predicted="Close"
+    [X] #2920   expected=far      | predicted="Close"
+    [X] #2931   expected=far      | predicted="Close"
+    [X] #2960   expected=far      | predicted="Close"
+    [X] #2965   expected=far      | predicted="Close"
+    [X] #2970   expected=far      | predicted="Close"
+    [X] #2971   expected=far      | predicted="Close"
+    [X] #2978   expected=far      | predicted="Close"
+    [X] #2979   expected=far      | predicted="Close"
+    [X] #2982   expected=far      | predicted="Close"
+    [X] #2983   expected=far      | predicted="Close"
+    [X] #2988   expected=far      | predicted="Close"
+    [X] #2991   expected=far      | predicted="Close"
+    [O] #2994   expected=far      | predicted="Far"
+    [X] #3001   expected=far      | predicted="Close"
+    [X] #3004   expected=far      | predicted="Close"
+    [X] #3014   expected=far      | predicted="Close"
+    [X] #3017   expected=far      | predicted="Close"
+    [O] #3030   expected=far      | predicted="Far"
+    [X] #3039   expected=far      | predicted="Close"
+    [X] #3041   expected=far      | predicted="Close"
+    [X] #3044   expected=far      | predicted="Close"
+    [X] #3056   expected=far      | predicted="Close"
+    [X] #3064   expected=far      | predicted="Close"
+    [X] #3065   expected=far      | predicted="Close"
+    [X] #3066   expected=far      | predicted="Close"
+    [X] #3067   expected=far      | predicted="Close"
+    [X] #3070   expected=far      | predicted="Close"
+    [X] #3095   expected=far      | predicted="Close"
+    [X] #3097   expected=far      | predicted="Close"
+    [O] #3103   expected=far      | predicted="Far"
+    [X] #3110   expected=far      | predicted="Close"
+    [X] #3116   expected=far      | predicted="Close"
+    [X] #3124   expected=far      | predicted="Close"
+    [X] #3125   expected=far      | predicted="Close"
+    [X] #3126   expected=far      | predicted="Close"
+    [X] #3128   expected=far      | predicted="Close"
+    [X] #3129   expected=far      | predicted="Close"
+    [X] #3136   expected=far      | predicted="Close"
+    [X] #3144   expected=far      | predicted="Close"
+    [X] #3151   expected=far      | predicted="Close"
+    [X] #3154   expected=far      | predicted="Close"
+    [X] #3157   expected=far      | predicted="Close"
+    [X] #3163   expected=far      | predicted="Close"
+    [X] #3168   expected=far      | predicted="Close"
+    [X] #3176   expected=far      | predicted="Close"
+    [X] #3180   expected=far      | predicted="Close"
+    [X] #3195   expected=far      | predicted="Close"
+    [X] #3202   expected=far      | predicted="Close"
+    [O] #3208   expected=far      | predicted="Far"
+    [X] #3212   expected=far      | predicted="Close"
+    [X] #3213   expected=far      | predicted="Close"
+    [X] #3228   expected=far      | predicted="Close"
+    [X] #3232   expected=far      | predicted="Close"
+    [X] #3245   expected=far      | predicted="Close"
+    [X] #3253   expected=far      | predicted="Close"
+    [X] #3261   expected=far      | predicted="Close"
+    [X] #3263   expected=far      | predicted="Close"
+    [X] #3270   expected=far      | predicted="Close"
+    [X] #3275   expected=far      | predicted="Close"
+    [X] #3278   expected=far      | predicted="Close"
+    [X] #3282   expected=far      | predicted="Close"
+    [X] #3285   expected=far      | predicted="Close"
+    [X] #3290   expected=far      | predicted="Close"
+    [X] #3304   expected=far      | predicted="Close"
+    [X] #3321   expected=far      | predicted="Close"
+    [X] #3326   expected=far      | predicted="Close"
+    [X] #3328   expected=far      | predicted="Close"
+    [X] #3332   expected=far      | predicted="Close"
+    [X] #3333   expected=far      | predicted="Close"
+    [X] #3334   expected=far      | predicted="Close"
+    [X] #3335   expected=far      | predicted="Close"
+    [X] #3337   expected=far      | predicted="Close"
+    [X] #3363   expected=far      | predicted="Close"
+    [X] #3369   expected=far      | predicted="Close"
+    [X] #3375   expected=far      | predicted="Close"
+    [X] #3379   expected=far      | predicted="Close"
+    [X] #3385   expected=far      | predicted="Close"
+    [X] #3386   expected=far      | predicted="Close"
+    [O] #3396   expected=far      | predicted="Far"
+    [X] #3400   expected=far      | predicted="Close"
+    [X] #3418   expected=far      | predicted="Close."
+    [X] #3422   expected=far      | predicted="Close"
+    [X] #3423   expected=far      | predicted="Close."
+    [X] #3426   expected=far      | predicted="Close"
+    [X] #3430   expected=far      | predicted="Close"
+    [X] #3435   expected=far      | predicted="Close"
+    [X] #3441   expected=far      | predicted="Close"
+    [X] #3442   expected=far      | predicted="Close"
+    [X] #3447   expected=far      | predicted="Close"
+    [X] #3454   expected=far      | predicted="Close"
+    [X] #3457   expected=far      | predicted="Close"
+    [X] #3465   expected=far      | predicted="Close"
+    [X] #3470   expected=far      | predicted="Close"
+    [X] #3481   expected=far      | predicted="Close"
+    [X] #3483   expected=far      | predicted="Close"
+    [X] #3495   expected=far      | predicted="Close"
+    [X] #3503   expected=far      | predicted="Close"
+    [X] #3514   expected=far      | predicted="Close"
+    [X] #3515   expected=far      | predicted="Close"
+    [X] #3517   expected=far      | predicted="Close"
+    [X] #3522   expected=far      | predicted="Close"
+    [X] #3531   expected=far      | predicted="Close"
+    [X] #3533   expected=far      | predicted="Close"
+    [X] #3539   expected=far      | predicted="Close"
+    [X] #3549   expected=far      | predicted="Close"
+    [X] #3554   expected=far      | predicted="Close"
+    [X] #3555   expected=far      | predicted="Close"
+    [X] #3557   expected=far      | predicted="Close"
+    [X] #3572   expected=far      | predicted="Close"
+    [X] #3580   expected=far      | predicted="Close"
+    [X] #3586   expected=far      | predicted="Close"
+    [X] #3590   expected=far      | predicted="Close"
+    [X] #3593   expected=far      | predicted="Close"
+    [X] #3600   expected=far      | predicted="Close"
+    [X] #3610   expected=far      | predicted="Close"
+    [X] #3611   expected=far      | predicted="Close"
+    [X] #3612   expected=far      | predicted="Close"
+    [X] #3614   expected=far      | predicted="Close"
+    [X] #3618   expected=far      | predicted="Close"
+    [X] #3620   expected=far      | predicted="Close"
+    [X] #3624   expected=far      | predicted="Close"
+    [X] #3625   expected=far      | predicted="Close"
+
  close:   0%|          | 0/612 [00:00<?, ?it/s]
                                                

  close:   0%|          | 0/612 [00:00<?, ?it/s]
  close:   0%|          | 1/612 [00:00<04:45,  2.14it/s]
                                                        

  close:   0%|          | 1/612 [00:00<04:45,  2.14it/s]
  close:   0%|          | 2/612 [00:00<04:52,  2.08it/s]
                                                        

  close:   0%|          | 2/612 [00:01<04:52,  2.08it/s]
  close:   0%|          | 3/612 [00:01<04:38,  2.19it/s]
                                                        

  close:   0%|          | 3/612 [00:01<04:38,  2.19it/s]
  close:   1%|          | 4/612 [00:01<04:30,  2.25it/s]
                                                        

  close:   1%|          | 4/612 [00:02<04:30,  2.25it/s]
  close:   1%|          | 5/612 [00:02<04:23,  2.31it/s]
                                                        

  close:   1%|          | 5/612 [00:02<04:23,  2.31it/s]
  close:   1%|          | 6/612 [00:02<04:28,  2.26it/s]
                                                        

  close:   1%|          | 6/612 [00:03<04:28,  2.26it/s]
  close:   1%|          | 7/612 [00:03<04:32,  2.22it/s]
                                                        

  close:   1%|          | 7/612 [00:03<04:32,  2.22it/s]
  close:   1%|▏         | 8/612 [00:03<04:30,  2.24it/s]
                                                        

  close:   1%|▏         | 8/612 [00:04<04:30,  2.24it/s]
  close:   1%|▏         | 9/612 [00:04<04:32,  2.21it/s]
                                                        

  close:   1%|▏         | 9/612 [00:04<04:32,  2.21it/s]
  close:   2%|▏         | 10/612 [00:04<04:34,  2.19it/s]
                                                         

  close:   2%|▏         | 10/612 [00:04<04:34,  2.19it/s]
  close:   2%|▏         | 11/612 [00:04<04:34,  2.19it/s]
                                                         

  close:   2%|▏         | 11/612 [00:05<04:34,  2.19it/s]
  close:   2%|▏         | 12/612 [00:05<04:33,  2.19it/s]
                                                         

  close:   2%|▏         | 12/612 [00:05<04:33,  2.19it/s]
  close:   2%|▏         | 13/612 [00:05<04:35,  2.17it/s]
                                                         

  close:   2%|▏         | 13/612 [00:06<04:35,  2.17it/s]
  close:   2%|▏         | 14/612 [00:06<04:31,  2.21it/s]
                                                         

  close:   2%|▏         | 14/612 [00:06<04:31,  2.21it/s]
  close:   2%|▏         | 15/612 [00:06<04:34,  2.18it/s]
                                                         

  close:   2%|▏         | 15/612 [00:07<04:34,  2.18it/s]
  close:   3%|▎         | 16/612 [00:07<04:35,  2.16it/s]
                                                         

  close:   3%|▎         | 16/612 [00:07<04:35,  2.16it/s]
  close:   3%|▎         | 17/612 [00:07<04:33,  2.17it/s]
                                                         

  close:   3%|▎         | 17/612 [00:08<04:33,  2.17it/s]
  close:   3%|▎         | 18/612 [00:08<04:26,  2.23it/s]
                                                         

  close:   3%|▎         | 18/612 [00:08<04:26,  2.23it/s]
  close:   3%|▎         | 19/612 [00:08<04:22,  2.26it/s]
                                                         

  close:   3%|▎         | 19/612 [00:09<04:22,  2.26it/s]
  close:   3%|▎         | 20/612 [00:09<04:18,  2.29it/s]
                                                         

  close:   3%|▎         | 20/612 [00:09<04:18,  2.29it/s]
  close:   3%|▎         | 21/612 [00:09<04:18,  2.28it/s]
                                                         

  close:   3%|▎         | 21/612 [00:09<04:18,  2.28it/s]
  close:   4%|▎         | 22/612 [00:09<04:20,  2.26it/s]
                                                         

  close:   4%|▎         | 22/612 [00:10<04:20,  2.26it/s]
  close:   4%|▍         | 23/612 [00:10<04:19,  2.27it/s]
                                                         

  close:   4%|▍         | 23/612 [00:10<04:19,  2.27it/s]
  close:   4%|▍         | 24/612 [00:10<04:21,  2.25it/s]
                                                         

  close:   4%|▍         | 24/612 [00:11<04:21,  2.25it/s]
  close:   4%|▍         | 25/612 [00:11<04:23,  2.23it/s]
                                                         

  close:   4%|▍         | 25/612 [00:11<04:23,  2.23it/s]
  close:   4%|▍         | 26/612 [00:11<04:27,  2.19it/s]
                                                         

  close:   4%|▍         | 26/612 [00:12<04:27,  2.19it/s]
  close:   4%|▍         | 27/612 [00:12<04:29,  2.17it/s]
                                                         

  close:   4%|▍         | 27/612 [00:12<04:29,  2.17it/s]
  close:   5%|▍         | 28/612 [00:12<04:22,  2.22it/s]
                                                         

  close:   5%|▍         | 28/612 [00:13<04:22,  2.22it/s]
  close:   5%|▍         | 29/612 [00:13<04:21,  2.23it/s]
                                                         

  close:   5%|▍         | 29/612 [00:13<04:21,  2.23it/s]
  close:   5%|▍         | 30/612 [00:13<04:17,  2.26it/s]
                                                         

  close:   5%|▍         | 30/612 [00:13<04:17,  2.26it/s]
  close:   5%|▌         | 31/612 [00:13<04:13,  2.29it/s]
                                                         

  close:   5%|▌         | 31/612 [00:14<04:13,  2.29it/s]
  close:   5%|▌         | 32/612 [00:14<04:11,  2.31it/s]
                                                         

  close:   5%|▌         | 32/612 [00:14<04:11,  2.31it/s]
  close:   5%|▌         | 33/612 [00:14<04:15,  2.27it/s]
                                                         

  close:   5%|▌         | 33/612 [00:15<04:15,  2.27it/s]
  close:   6%|▌         | 34/612 [00:15<04:18,  2.24it/s]
                                                         

  close:   6%|▌         | 34/612 [00:15<04:18,  2.24it/s]
  close:   6%|▌         | 35/612 [00:15<04:13,  2.28it/s]
                                                         

  close:   6%|▌         | 35/612 [00:16<04:13,  2.28it/s]
  close:   6%|▌         | 36/612 [00:16<04:10,  2.30it/s]
                                                         

  close:   6%|▌         | 36/612 [00:16<04:10,  2.30it/s]
  close:   6%|▌         | 37/612 [00:16<04:13,  2.27it/s]
                                                         

  close:   6%|▌         | 37/612 [00:17<04:13,  2.27it/s]
  close:   6%|▌         | 38/612 [00:17<04:17,  2.23it/s]
                                                         

  close:   6%|▌         | 38/612 [00:17<04:17,  2.23it/s]
  close:   6%|▋         | 39/612 [00:17<04:14,  2.25it/s]
                                                         

  close:   6%|▋         | 39/612 [00:17<04:14,  2.25it/s]
  close:   7%|▋         | 40/612 [00:17<04:19,  2.21it/s]
                                                         

  close:   7%|▋         | 40/612 [00:18<04:19,  2.21it/s]
  close:   7%|▋         | 41/612 [00:18<04:15,  2.23it/s]
                                                         

  close:   7%|▋         | 41/612 [00:18<04:15,  2.23it/s]
  close:   7%|▋         | 42/612 [00:18<04:17,  2.21it/s]
                                                         

  close:   7%|▋         | 42/612 [00:19<04:17,  2.21it/s]
  close:   7%|▋         | 43/612 [00:19<04:15,  2.23it/s]
                                                         

  close:   7%|▋         | 43/612 [00:19<04:15,  2.23it/s]
  close:   7%|▋         | 44/612 [00:19<04:14,  2.24it/s]
                                                         

  close:   7%|▋         | 44/612 [00:20<04:14,  2.24it/s]
  close:   7%|▋         | 45/612 [00:20<04:12,  2.25it/s]
                                                         

  close:   7%|▋         | 45/612 [00:20<04:12,  2.25it/s]
  close:   8%|▊         | 46/612 [00:20<04:09,  2.27it/s]
                                                         

  close:   8%|▊         | 46/612 [00:21<04:09,  2.27it/s]
  close:   8%|▊         | 47/612 [00:21<04:07,  2.28it/s]
                                                         

  close:   8%|▊         | 47/612 [00:21<04:07,  2.28it/s]
  close:   8%|▊         | 48/612 [00:21<04:11,  2.24it/s]
                                                         

  close:   8%|▊         | 48/612 [00:21<04:11,  2.24it/s]
  close:   8%|▊         | 49/612 [00:21<04:07,  2.28it/s]
                                                         

  close:   8%|▊         | 49/612 [00:22<04:07,  2.28it/s]
  close:   8%|▊         | 50/612 [00:22<04:13,  2.22it/s]
                                                         

  close:   8%|▊         | 50/612 [00:22<04:13,  2.22it/s]
  close:   8%|▊         | 51/612 [00:22<04:12,  2.22it/s]
                                                         

  close:   8%|▊         | 51/612 [00:23<04:12,  2.22it/s]
  close:   8%|▊         | 52/612 [00:23<04:09,  2.25it/s]
                                                         

  close:   8%|▊         | 52/612 [00:23<04:09,  2.25it/s]
  close:   9%|▊         | 53/612 [00:23<04:06,  2.27it/s]
                                                         

  close:   9%|▊         | 53/612 [00:24<04:06,  2.27it/s]
  close:   9%|▉         | 54/612 [00:24<04:02,  2.30it/s]
                                                         

  close:   9%|▉         | 54/612 [00:24<04:02,  2.30it/s]
  close:   9%|▉         | 55/612 [00:24<04:04,  2.28it/s]
                                                         

  close:   9%|▉         | 55/612 [00:25<04:04,  2.28it/s]
  close:   9%|▉         | 56/612 [00:25<04:07,  2.25it/s]
                                                         

  close:   9%|▉         | 56/612 [00:25<04:07,  2.25it/s]
  close:   9%|▉         | 57/612 [00:25<04:07,  2.24it/s]
                                                         

  close:   9%|▉         | 57/612 [00:25<04:07,  2.24it/s]
  close:   9%|▉         | 58/612 [00:25<04:10,  2.21it/s]
                                                         

  close:   9%|▉         | 58/612 [00:26<04:10,  2.21it/s]
  close:  10%|▉         | 59/612 [00:26<04:01,  2.29it/s]
                                                         

  close:  10%|▉         | 59/612 [00:26<04:01,  2.29it/s]
  close:  10%|▉         | 60/612 [00:26<04:04,  2.26it/s]
                                                         

  close:  10%|▉         | 60/612 [00:27<04:04,  2.26it/s]
  close:  10%|▉         | 61/612 [00:27<04:00,  2.29it/s]
                                                         

  close:  10%|▉         | 61/612 [00:27<04:00,  2.29it/s]
  close:  10%|█         | 62/612 [00:27<04:07,  2.22it/s]
                                                         

  close:  10%|█         | 62/612 [00:28<04:07,  2.22it/s]
  close:  10%|█         | 63/612 [00:28<04:08,  2.21it/s]
                                                         

  close:  10%|█         | 63/612 [00:28<04:08,  2.21it/s]
  close:  10%|█         | 64/612 [00:28<04:09,  2.19it/s]
                                                         

  close:  10%|█         | 64/612 [00:29<04:09,  2.19it/s]
  close:  11%|█         | 65/612 [00:29<04:07,  2.21it/s]
                                                         

  close:  11%|█         | 65/612 [00:29<04:07,  2.21it/s]
  close:  11%|█         | 66/612 [00:29<04:06,  2.22it/s]
                                                         

  close:  11%|█         | 66/612 [00:29<04:06,  2.22it/s]
  close:  11%|█         | 67/612 [00:29<04:07,  2.20it/s]
                                                         

  close:  11%|█         | 67/612 [00:30<04:07,  2.20it/s]
  close:  11%|█         | 68/612 [00:30<04:09,  2.18it/s]
                                                         

  close:  11%|█         | 68/612 [00:30<04:09,  2.18it/s]
  close:  11%|█▏        | 69/612 [00:30<04:15,  2.12it/s]
                                                         

  close:  11%|█▏        | 69/612 [00:31<04:15,  2.12it/s]
  close:  11%|█▏        | 70/612 [00:31<04:16,  2.11it/s]
                                                         

  close:  11%|█▏        | 70/612 [00:31<04:16,  2.11it/s]
  close:  12%|█▏        | 71/612 [00:31<04:16,  2.11it/s]
                                                         

  close:  12%|█▏        | 71/612 [00:32<04:16,  2.11it/s]
  close:  12%|█▏        | 72/612 [00:32<04:06,  2.19it/s]
                                                         

  close:  12%|█▏        | 72/612 [00:32<04:06,  2.19it/s]
  close:  12%|█▏        | 73/612 [00:32<04:03,  2.21it/s]
                                                         

  close:  12%|█▏        | 73/612 [00:33<04:03,  2.21it/s]
  close:  12%|█▏        | 74/612 [00:33<04:04,  2.20it/s]
                                                         

  close:  12%|█▏        | 74/612 [00:33<04:04,  2.20it/s]
  close:  12%|█▏        | 75/612 [00:33<04:00,  2.23it/s]
                                                         

  close:  12%|█▏        | 75/612 [00:34<04:00,  2.23it/s]
  close:  12%|█▏        | 76/612 [00:34<04:00,  2.23it/s]
                                                         

  close:  12%|█▏        | 76/612 [00:34<04:00,  2.23it/s]
  close:  13%|█▎        | 77/612 [00:34<04:05,  2.18it/s]
                                                         

  close:  13%|█▎        | 77/612 [00:34<04:05,  2.18it/s]
  close:  13%|█▎        | 78/612 [00:34<03:56,  2.26it/s]
                                                         

  close:  13%|█▎        | 78/612 [00:35<03:56,  2.26it/s]
  close:  13%|█▎        | 79/612 [00:35<03:55,  2.26it/s]
                                                         

  close:  13%|█▎        | 79/612 [00:35<03:55,  2.26it/s]
  close:  13%|█▎        | 80/612 [00:35<04:00,  2.21it/s]
                                                         

  close:  13%|█▎        | 80/612 [00:36<04:00,  2.21it/s]
  close:  13%|█▎        | 81/612 [00:36<04:03,  2.18it/s]
                                                         

  close:  13%|█▎        | 81/612 [00:36<04:03,  2.18it/s]
  close:  13%|█▎        | 82/612 [00:36<04:03,  2.18it/s]
                                                         

  close:  13%|█▎        | 82/612 [00:37<04:03,  2.18it/s]
  close:  14%|█▎        | 83/612 [00:37<04:04,  2.16it/s]
                                                         

  close:  14%|█▎        | 83/612 [00:37<04:04,  2.16it/s]
  close:  14%|█▎        | 84/612 [00:37<03:57,  2.22it/s]
                                                         

  close:  14%|█▎        | 84/612 [00:38<03:57,  2.22it/s]
  close:  14%|█▍        | 85/612 [00:38<04:03,  2.17it/s]
                                                         

  close:  14%|█▍        | 85/612 [00:38<04:03,  2.17it/s]
  close:  14%|█▍        | 86/612 [00:38<04:05,  2.15it/s]
                                                         

  close:  14%|█▍        | 86/612 [00:39<04:05,  2.15it/s]
  close:  14%|█▍        | 87/612 [00:39<04:04,  2.15it/s]
                                                         

  close:  14%|█▍        | 87/612 [00:39<04:04,  2.15it/s]
  close:  14%|█▍        | 88/612 [00:39<04:01,  2.17it/s]
                                                         

  close:  14%|█▍        | 88/612 [00:40<04:01,  2.17it/s]
  close:  15%|█▍        | 89/612 [00:40<03:58,  2.19it/s]
                                                         

  close:  15%|█▍        | 89/612 [00:40<03:58,  2.19it/s]
  close:  15%|█▍        | 90/612 [00:40<03:57,  2.20it/s]
                                                         

  close:  15%|█▍        | 90/612 [00:40<03:57,  2.20it/s]
  close:  15%|█▍        | 91/612 [00:40<04:00,  2.17it/s]
                                                         

  close:  15%|█▍        | 91/612 [00:41<04:00,  2.17it/s]
  close:  15%|█▌        | 92/612 [00:41<03:54,  2.22it/s]
                                                         

  close:  15%|█▌        | 92/612 [00:41<03:54,  2.22it/s]
  close:  15%|█▌        | 93/612 [00:41<03:53,  2.23it/s]
                                                         

  close:  15%|█▌        | 93/612 [00:42<03:53,  2.23it/s]
  close:  15%|█▌        | 94/612 [00:42<04:00,  2.15it/s]
                                                         

  close:  15%|█▌        | 94/612 [00:42<04:00,  2.15it/s]
  close:  16%|█▌        | 95/612 [00:42<03:59,  2.16it/s]
                                                         

  close:  16%|█▌        | 95/612 [00:43<03:59,  2.16it/s]
  close:  16%|█▌        | 96/612 [00:43<03:57,  2.17it/s]
                                                         

  close:  16%|█▌        | 96/612 [00:43<03:57,  2.17it/s]
  close:  16%|█▌        | 97/612 [00:43<03:55,  2.19it/s]
                                                         

  close:  16%|█▌        | 97/612 [00:44<03:55,  2.19it/s]
  close:  16%|█▌        | 98/612 [00:44<04:00,  2.13it/s]
                                                         

  close:  16%|█▌        | 98/612 [00:44<04:00,  2.13it/s]
  close:  16%|█▌        | 99/612 [00:44<03:55,  2.18it/s]
                                                         

  close:  16%|█▌        | 99/612 [00:45<03:55,  2.18it/s]
  close:  16%|█▋        | 100/612 [00:45<03:46,  2.26it/s]
                                                          

  close:  16%|█▋        | 100/612 [00:45<03:46,  2.26it/s]
  close:  17%|█▋        | 101/612 [00:45<03:46,  2.25it/s]
                                                          

  close:  17%|█▋        | 101/612 [00:45<03:46,  2.25it/s]
  close:  17%|█▋        | 102/612 [00:45<03:44,  2.28it/s]
                                                          

  close:  17%|█▋        | 102/612 [00:46<03:44,  2.28it/s]
  close:  17%|█▋        | 103/612 [00:46<03:44,  2.27it/s]
                                                          

  close:  17%|█▋        | 103/612 [00:46<03:44,  2.27it/s]
  close:  17%|█▋        | 104/612 [00:46<03:46,  2.25it/s]
                                                          

  close:  17%|█▋        | 104/612 [00:47<03:46,  2.25it/s]
  close:  17%|█▋        | 105/612 [00:47<03:52,  2.18it/s]
                                                          

  close:  17%|█▋        | 105/612 [00:47<03:52,  2.18it/s]
  close:  17%|█▋        | 106/612 [00:47<03:52,  2.17it/s]
                                                          

  close:  17%|█▋        | 106/612 [00:48<03:52,  2.17it/s]
  close:  17%|█▋        | 107/612 [00:48<03:56,  2.13it/s]
                                                          

  close:  17%|█▋        | 107/612 [00:48<03:56,  2.13it/s]
  close:  18%|█▊        | 108/612 [00:48<03:50,  2.19it/s]
                                                          

  close:  18%|█▊        | 108/612 [00:49<03:50,  2.19it/s]
  close:  18%|█▊        | 109/612 [00:49<03:46,  2.22it/s]
                                                          

  close:  18%|█▊        | 109/612 [00:49<03:46,  2.22it/s]
  close:  18%|█▊        | 110/612 [00:49<03:47,  2.21it/s]
                                                          

  close:  18%|█▊        | 110/612 [00:50<03:47,  2.21it/s]
  close:  18%|█▊        | 111/612 [00:50<03:45,  2.22it/s]
                                                          

  close:  18%|█▊        | 111/612 [00:50<03:45,  2.22it/s]
  close:  18%|█▊        | 112/612 [00:50<03:44,  2.23it/s]
                                                          

  close:  18%|█▊        | 112/612 [00:50<03:44,  2.23it/s]
  close:  18%|█▊        | 113/612 [00:50<03:43,  2.24it/s]
                                                          

  close:  18%|█▊        | 113/612 [00:51<03:43,  2.24it/s]
  close:  19%|█▊        | 114/612 [00:51<03:41,  2.24it/s]
                                                          

  close:  19%|█▊        | 114/612 [00:51<03:41,  2.24it/s]
  close:  19%|█▉        | 115/612 [00:51<03:43,  2.23it/s]
                                                          

  close:  19%|█▉        | 115/612 [00:52<03:43,  2.23it/s]
  close:  19%|█▉        | 116/612 [00:52<03:46,  2.19it/s]
                                                          

  close:  19%|█▉        | 116/612 [00:52<03:46,  2.19it/s]
  close:  19%|█▉        | 117/612 [00:52<03:43,  2.22it/s]
                                                          

  close:  19%|█▉        | 117/612 [00:53<03:43,  2.22it/s]
  close:  19%|█▉        | 118/612 [00:53<03:42,  2.22it/s]
                                                          

  close:  19%|█▉        | 118/612 [00:53<03:42,  2.22it/s]
  close:  19%|█▉        | 119/612 [00:53<03:42,  2.22it/s]
                                                          

  close:  19%|█▉        | 119/612 [00:54<03:42,  2.22it/s]
  close:  20%|█▉        | 120/612 [00:54<03:39,  2.24it/s]
                                                          

  close:  20%|█▉        | 120/612 [00:54<03:39,  2.24it/s]
  close:  20%|█▉        | 121/612 [00:54<03:36,  2.27it/s]
                                                          

  close:  20%|█▉        | 121/612 [00:54<03:36,  2.27it/s]
  close:  20%|█▉        | 122/612 [00:54<03:40,  2.22it/s]
                                                          

  close:  20%|█▉        | 122/612 [00:55<03:40,  2.22it/s]
  close:  20%|██        | 123/612 [00:55<03:42,  2.20it/s]
                                                          

  close:  20%|██        | 123/612 [00:55<03:42,  2.20it/s]
  close:  20%|██        | 124/612 [00:55<03:41,  2.20it/s]
                                                          

  close:  20%|██        | 124/612 [00:56<03:41,  2.20it/s]
  close:  20%|██        | 125/612 [00:56<03:41,  2.20it/s]
                                                          

  close:  20%|██        | 125/612 [00:56<03:41,  2.20it/s]
  close:  21%|██        | 126/612 [00:56<03:43,  2.18it/s]
                                                          

  close:  21%|██        | 126/612 [00:57<03:43,  2.18it/s]
  close:  21%|██        | 127/612 [00:57<03:39,  2.20it/s]
                                                          

  close:  21%|██        | 127/612 [00:57<03:39,  2.20it/s]
  close:  21%|██        | 128/612 [00:57<03:43,  2.16it/s]
                                                          

  close:  21%|██        | 128/612 [00:58<03:43,  2.16it/s]
  close:  21%|██        | 129/612 [00:58<03:46,  2.13it/s]
                                                          

  close:  21%|██        | 129/612 [00:58<03:46,  2.13it/s]
  close:  21%|██        | 130/612 [00:58<03:44,  2.15it/s]
                                                          

  close:  21%|██        | 130/612 [00:59<03:44,  2.15it/s]
  close:  21%|██▏       | 131/612 [00:59<03:46,  2.13it/s]
                                                          

  close:  21%|██▏       | 131/612 [00:59<03:46,  2.13it/s]
  close:  22%|██▏       | 132/612 [00:59<03:44,  2.14it/s]
                                                          

  close:  22%|██▏       | 132/612 [01:00<03:44,  2.14it/s]
  close:  22%|██▏       | 133/612 [01:00<03:40,  2.18it/s]
                                                          

  close:  22%|██▏       | 133/612 [01:00<03:40,  2.18it/s]
  close:  22%|██▏       | 134/612 [01:00<03:46,  2.11it/s]
                                                          

  close:  22%|██▏       | 134/612 [01:01<03:46,  2.11it/s]
  close:  22%|██▏       | 135/612 [01:01<03:42,  2.15it/s]
                                                          

  close:  22%|██▏       | 135/612 [01:01<03:42,  2.15it/s]
  close:  22%|██▏       | 136/612 [01:01<03:41,  2.15it/s]
                                                          

  close:  22%|██▏       | 136/612 [01:01<03:41,  2.15it/s]
  close:  22%|██▏       | 137/612 [01:01<03:37,  2.18it/s]
                                                          

  close:  22%|██▏       | 137/612 [01:02<03:37,  2.18it/s]
  close:  23%|██▎       | 138/612 [01:02<03:51,  2.04it/s]
                                                          

  close:  23%|██▎       | 138/612 [01:02<03:51,  2.04it/s]
  close:  23%|██▎       | 139/612 [01:02<03:42,  2.12it/s]
                                                          

  close:  23%|██▎       | 139/612 [01:03<03:42,  2.12it/s]
  close:  23%|██▎       | 140/612 [01:03<03:43,  2.11it/s]
                                                          

  close:  23%|██▎       | 140/612 [01:03<03:43,  2.11it/s]
  close:  23%|██▎       | 141/612 [01:03<03:46,  2.08it/s]
                                                          

  close:  23%|██▎       | 141/612 [01:04<03:46,  2.08it/s]
  close:  23%|██▎       | 142/612 [01:04<03:36,  2.17it/s]
                                                          

  close:  23%|██▎       | 142/612 [01:04<03:36,  2.17it/s]
  close:  23%|██▎       | 143/612 [01:04<03:32,  2.21it/s]
                                                          

  close:  23%|██▎       | 143/612 [01:05<03:32,  2.21it/s]
  close:  24%|██▎       | 144/612 [01:05<03:26,  2.26it/s]
                                                          

  close:  24%|██▎       | 144/612 [01:05<03:26,  2.26it/s]
  close:  24%|██▎       | 145/612 [01:05<03:27,  2.26it/s]
                                                          

  close:  24%|██▎       | 145/612 [01:06<03:27,  2.26it/s]
  close:  24%|██▍       | 146/612 [01:06<03:29,  2.22it/s]
                                                          

  close:  24%|██▍       | 146/612 [01:06<03:29,  2.22it/s]
  close:  24%|██▍       | 147/612 [01:06<03:27,  2.24it/s]
                                                          

  close:  24%|██▍       | 147/612 [01:06<03:27,  2.24it/s]
  close:  24%|██▍       | 148/612 [01:06<03:25,  2.26it/s]
                                                          

  close:  24%|██▍       | 148/612 [01:07<03:25,  2.26it/s]
  close:  24%|██▍       | 149/612 [01:07<03:26,  2.24it/s]
                                                          

  close:  24%|██▍       | 149/612 [01:07<03:26,  2.24it/s]
  close:  25%|██▍       | 150/612 [01:07<03:24,  2.26it/s]
                                                          

  close:  25%|██▍       | 150/612 [01:08<03:24,  2.26it/s]
  close:  25%|██▍       | 151/612 [01:08<03:26,  2.24it/s]
                                                          
    [O] #0      expected=close    | predicted="Close"
+    [O] #1      expected=close    | predicted="Close"
+    [O] #3      expected=close    | predicted="Close"
+    [O] #4      expected=close    | predicted="Close"
+    [X] #5      expected=close    | predicted="Far"
+    [O] #12     expected=close    | predicted="Close"
+    [O] #27     expected=close    | predicted="Close"
+    [O] #35     expected=close    | predicted="Close"
+    [O] #41     expected=close    | predicted="Close"
+    [O] #57     expected=close    | predicted="Close"
+    [O] #59     expected=close    | predicted="Close"
+    [O] #61     expected=close    | predicted="Close"
+    [O] #63     expected=close    | predicted="Close"
+    [O] #69     expected=close    | predicted="Close"
+    [O] #82     expected=close    | predicted="Close"
+    [O] #101    expected=close    | predicted="Close"
+    [O] #109    expected=close    | predicted="Close"
+    [O] #125    expected=close    | predicted="Close"
+    [O] #128    expected=close    | predicted="Close"
+    [O] #131    expected=close    | predicted="Close"
+    [O] #137    expected=close    | predicted="Close"
+    [O] #149    expected=close    | predicted="Close"
+    [O] #154    expected=close    | predicted="Close"
+    [O] #155    expected=close    | predicted="Close"
+    [O] #161    expected=close    | predicted="Close"
+    [O] #164    expected=close    | predicted="Close"
+    [O] #184    expected=close    | predicted="Close"
+    [O] #185    expected=close    | predicted="Close"
+    [O] #187    expected=close    | predicted="Close"
+    [O] #190    expected=close    | predicted="Close"
+    [O] #193    expected=close    | predicted="Close"
+    [O] #197    expected=close    | predicted="Close"
+    [O] #208    expected=close    | predicted="Close"
+    [O] #214    expected=close    | predicted="Close"
+    [O] #223    expected=close    | predicted="Close"
+    [O] #226    expected=close    | predicted="Close"
+    [O] #231    expected=close    | predicted="Close"
+    [O] #235    expected=close    | predicted="Close"
+    [O] #238    expected=close    | predicted="Close"
+    [O] #242    expected=close    | predicted="Close"
+    [O] #243    expected=close    | predicted="Close"
+    [O] #253    expected=close    | predicted="Close"
+    [O] #256    expected=close    | predicted="Close"
+    [O] #259    expected=close    | predicted="Close"
+    [O] #270    expected=close    | predicted="Close"
+    [O] #273    expected=close    | predicted="Close"
+    [O] #278    expected=close    | predicted="Close"
+    [O] #284    expected=close    | predicted="Close"
+    [O] #288    expected=close    | predicted="Close"
+    [O] #298    expected=close    | predicted="Close"
+    [O] #325    expected=close    | predicted="Close"
+    [O] #333    expected=close    | predicted="Close"
+    [O] #337    expected=close    | predicted="Close"
+    [O] #340    expected=close    | predicted="Close"
+    [O] #349    expected=close    | predicted="Close"
+    [O] #354    expected=close    | predicted="Close"
+    [O] #356    expected=close    | predicted="Close"
+    [O] #363    expected=close    | predicted="Close"
+    [O] #367    expected=close    | predicted="Close"
+    [O] #370    expected=close    | predicted="Close"
+    [O] #374    expected=close    | predicted="Close"
+    [O] #375    expected=close    | predicted="Close"
+    [O] #377    expected=close    | predicted="Close"
+    [O] #380    expected=close    | predicted="Close"
+    [O] #383    expected=close    | predicted="Close"
+    [O] #385    expected=close    | predicted="Close"
+    [O] #390    expected=close    | predicted="Close"
+    [O] #392    expected=close    | predicted="Close"
+    [O] #394    expected=close    | predicted="Close."
+    [O] #413    expected=close    | predicted="Close"
+    [O] #415    expected=close    | predicted="Close"
+    [O] #416    expected=close    | predicted="Close"
+    [O] #417    expected=close    | predicted="Close"
+    [O] #418    expected=close    | predicted="Close"
+    [O] #422    expected=close    | predicted="Close"
+    [O] #423    expected=close    | predicted="Close"
+    [O] #433    expected=close    | predicted="Close"
+    [O] #434    expected=close    | predicted="Close"
+    [O] #437    expected=close    | predicted="Close"
+    [O] #447    expected=close    | predicted="Close"
+    [O] #467    expected=close    | predicted="Close"
+    [O] #472    expected=close    | predicted="Close"
+    [O] #480    expected=close    | predicted="Close"
+    [O] #487    expected=close    | predicted="Close"
+    [O] #507    expected=close    | predicted="Close."
+    [O] #518    expected=close    | predicted="Close"
+    [O] #525    expected=close    | predicted="Close"
+    [O] #536    expected=close    | predicted="Close"
+    [O] #538    expected=close    | predicted="Close"
+    [O] #540    expected=close    | predicted="Close"
+    [O] #541    expected=close    | predicted="Close"
+    [O] #542    expected=close    | predicted="Close"
+    [O] #556    expected=close    | predicted="Close"
+    [O] #564    expected=close    | predicted="Close"
+    [O] #574    expected=close    | predicted="Close"
+    [O] #576    expected=close    | predicted="Close"
+    [O] #588    expected=close    | predicted="Close"
+    [O] #591    expected=close    | predicted="Close"
+    [O] #623    expected=close    | predicted="Close"
+    [O] #628    expected=close    | predicted="Close"
+    [O] #649    expected=close    | predicted="Close"
+    [O] #651    expected=close    | predicted="Close"
+    [O] #653    expected=close    | predicted="Close"
+    [O] #654    expected=close    | predicted="Close"
+    [O] #655    expected=close    | predicted="Close."
+    [O] #662    expected=close    | predicted="Close"
+    [O] #663    expected=close    | predicted="Close."
+    [O] #664    expected=close    | predicted="Close"
+    [O] #676    expected=close    | predicted="Close"
+    [O] #678    expected=close    | predicted="Close"
+    [O] #687    expected=close    | predicted="Close"
+    [O] #688    expected=close    | predicted="Close"
+    [O] #695    expected=close    | predicted="Close"
+    [O] #698    expected=close    | predicted="Close"
+    [O] #700    expected=close    | predicted="Close"
+    [O] #704    expected=close    | predicted="Close"
+    [O] #707    expected=close    | predicted="Close"
+    [O] #719    expected=close    | predicted="Close"
+    [O] #728    expected=close    | predicted="Close"
+    [O] #730    expected=close    | predicted="Close"
+    [O] #734    expected=close    | predicted="Close"
+    [O] #735    expected=close    | predicted="Close"
+    [O] #736    expected=close    | predicted="Close"
+    [O] #742    expected=close    | predicted="Close"
+    [O] #743    expected=close    | predicted="Close"
+    [O] #745    expected=close    | predicted="Close"
+    [O] #749    expected=close    | predicted="Close"
+    [O] #757    expected=close    | predicted="Close"
+    [O] #758    expected=close    | predicted="Close"
+    [O] #759    expected=close    | predicted="Close"
+    [O] #763    expected=close    | predicted="Close"
+    [O] #765    expected=close    | predicted="Close"
+    [X] #772    expected=close    | predicted="Far"
+    [O] #775    expected=close    | predicted="Close."
+    [O] #791    expected=close    | predicted="Close"
+    [O] #792    expected=close    | predicted="Close"
+    [O] #798    expected=close    | predicted="Close"
+    [O] #800    expected=close    | predicted="Close"
+    [O] #817    expected=close    | predicted="Close"
+    [O] #819    expected=close    | predicted="Close"
+    [O] #829    expected=close    | predicted="Close."
+    [O] #830    expected=close    | predicted="Close"
+    [O] #836    expected=close    | predicted="Close"
+    [O] #838    expected=close    | predicted="Close"
+    [O] #855    expected=close    | predicted="Close"
+    [O] #861    expected=close    | predicted="Close"
+    [O] #863    expected=close    | predicted="Close"
+    [O] #868    expected=close    | predicted="Close"
+    [O] #871    expected=close    | predicted="Close"
+    [O] #878    expected=close    | predicted="Close"
+    [O] #884    expected=close    | predicted="Close"
+
  close:  25%|██▍       | 151/612 [01:08<03:26,  2.24it/s]
  close:  25%|██▍       | 152/612 [01:08<03:31,  2.18it/s]
                                                          

  close:  25%|██▍       | 152/612 [01:09<03:31,  2.18it/s]
  close:  25%|██▌       | 153/612 [01:09<03:35,  2.13it/s]
                                                          

  close:  25%|██▌       | 153/612 [01:09<03:35,  2.13it/s]
  close:  25%|██▌       | 154/612 [01:09<03:32,  2.16it/s]
                                                          

  close:  25%|██▌       | 154/612 [01:10<03:32,  2.16it/s]
  close:  25%|██▌       | 155/612 [01:10<03:21,  2.27it/s]
                                                          

  close:  25%|██▌       | 155/612 [01:10<03:21,  2.27it/s]
  close:  25%|██▌       | 156/612 [01:10<03:23,  2.24it/s]
                                                          

  close:  25%|██▌       | 156/612 [01:11<03:23,  2.24it/s]
  close:  26%|██▌       | 157/612 [01:11<03:25,  2.22it/s]
                                                          

  close:  26%|██▌       | 157/612 [01:11<03:25,  2.22it/s]
  close:  26%|██▌       | 158/612 [01:11<03:22,  2.24it/s]
                                                          

  close:  26%|██▌       | 158/612 [01:11<03:22,  2.24it/s]
  close:  26%|██▌       | 159/612 [01:11<03:22,  2.24it/s]
                                                          

  close:  26%|██▌       | 159/612 [01:12<03:22,  2.24it/s]
  close:  26%|██▌       | 160/612 [01:12<03:22,  2.23it/s]
                                                          

  close:  26%|██▌       | 160/612 [01:12<03:22,  2.23it/s]
  close:  26%|██▋       | 161/612 [01:12<03:22,  2.23it/s]
                                                          

  close:  26%|██▋       | 161/612 [01:13<03:22,  2.23it/s]
  close:  26%|██▋       | 162/612 [01:13<03:22,  2.23it/s]
                                                          

  close:  26%|██▋       | 162/612 [01:13<03:22,  2.23it/s]
  close:  27%|██▋       | 163/612 [01:13<03:22,  2.22it/s]
                                                          

  close:  27%|██▋       | 163/612 [01:14<03:22,  2.22it/s]
  close:  27%|██▋       | 164/612 [01:14<03:24,  2.19it/s]
                                                          

  close:  27%|██▋       | 164/612 [01:14<03:24,  2.19it/s]
  close:  27%|██▋       | 165/612 [01:14<03:19,  2.24it/s]
                                                          

  close:  27%|██▋       | 165/612 [01:15<03:19,  2.24it/s]
  close:  27%|██▋       | 166/612 [01:15<03:18,  2.24it/s]
                                                          

  close:  27%|██▋       | 166/612 [01:15<03:18,  2.24it/s]
  close:  27%|██▋       | 167/612 [01:15<03:21,  2.21it/s]
                                                          

  close:  27%|██▋       | 167/612 [01:16<03:21,  2.21it/s]
  close:  27%|██▋       | 168/612 [01:16<03:27,  2.14it/s]
                                                          

  close:  27%|██▋       | 168/612 [01:16<03:27,  2.14it/s]
  close:  28%|██▊       | 169/612 [01:16<03:22,  2.18it/s]
                                                          

  close:  28%|██▊       | 169/612 [01:16<03:22,  2.18it/s]
  close:  28%|██▊       | 170/612 [01:16<03:25,  2.15it/s]
                                                          

  close:  28%|██▊       | 170/612 [01:17<03:25,  2.15it/s]
  close:  28%|██▊       | 171/612 [01:17<03:19,  2.22it/s]
                                                          

  close:  28%|██▊       | 171/612 [01:17<03:19,  2.22it/s]
  close:  28%|██▊       | 172/612 [01:17<03:22,  2.18it/s]
                                                          

  close:  28%|██▊       | 172/612 [01:18<03:22,  2.18it/s]
  close:  28%|██▊       | 173/612 [01:18<03:21,  2.18it/s]
                                                          

  close:  28%|██▊       | 173/612 [01:18<03:21,  2.18it/s]
  close:  28%|██▊       | 174/612 [01:18<03:16,  2.23it/s]
                                                          

  close:  28%|██▊       | 174/612 [01:19<03:16,  2.23it/s]
  close:  29%|██▊       | 175/612 [01:19<03:15,  2.24it/s]
                                                          

  close:  29%|██▊       | 175/612 [01:19<03:15,  2.24it/s]
  close:  29%|██▉       | 176/612 [01:19<03:27,  2.10it/s]
                                                          

  close:  29%|██▉       | 176/612 [01:20<03:27,  2.10it/s]
  close:  29%|██▉       | 177/612 [01:20<03:23,  2.14it/s]
                                                          

  close:  29%|██▉       | 177/612 [01:20<03:23,  2.14it/s]
  close:  29%|██▉       | 178/612 [01:20<03:19,  2.17it/s]
                                                          

  close:  29%|██▉       | 178/612 [01:21<03:19,  2.17it/s]
  close:  29%|██▉       | 179/612 [01:21<03:16,  2.20it/s]
                                                          

  close:  29%|██▉       | 179/612 [01:21<03:16,  2.20it/s]
  close:  29%|██▉       | 180/612 [01:21<03:13,  2.24it/s]
                                                          

  close:  29%|██▉       | 180/612 [01:21<03:13,  2.24it/s]
  close:  30%|██▉       | 181/612 [01:21<03:12,  2.24it/s]
                                                          

  close:  30%|██▉       | 181/612 [01:22<03:12,  2.24it/s]
  close:  30%|██▉       | 182/612 [01:22<03:12,  2.23it/s]
                                                          

  close:  30%|██▉       | 182/612 [01:22<03:12,  2.23it/s]
  close:  30%|██▉       | 183/612 [01:22<03:15,  2.19it/s]
                                                          

  close:  30%|██▉       | 183/612 [01:23<03:15,  2.19it/s]
  close:  30%|███       | 184/612 [01:23<03:14,  2.20it/s]
                                                          

  close:  30%|███       | 184/612 [01:23<03:14,  2.20it/s]
  close:  30%|███       | 185/612 [01:23<03:14,  2.19it/s]
                                                          

  close:  30%|███       | 185/612 [01:24<03:14,  2.19it/s]
  close:  30%|███       | 186/612 [01:24<03:12,  2.21it/s]
                                                          

  close:  30%|███       | 186/612 [01:24<03:12,  2.21it/s]
  close:  31%|███       | 187/612 [01:24<03:16,  2.16it/s]
                                                          

  close:  31%|███       | 187/612 [01:25<03:16,  2.16it/s]
  close:  31%|███       | 188/612 [01:25<03:14,  2.18it/s]
                                                          

  close:  31%|███       | 188/612 [01:25<03:14,  2.18it/s]
  close:  31%|███       | 189/612 [01:25<03:12,  2.20it/s]
                                                          

  close:  31%|███       | 189/612 [01:26<03:12,  2.20it/s]
  close:  31%|███       | 190/612 [01:26<03:12,  2.19it/s]
                                                          

  close:  31%|███       | 190/612 [01:26<03:12,  2.19it/s]
  close:  31%|███       | 191/612 [01:26<03:08,  2.23it/s]
                                                          

  close:  31%|███       | 191/612 [01:26<03:08,  2.23it/s]
  close:  31%|███▏      | 192/612 [01:26<03:08,  2.23it/s]
                                                          

  close:  31%|███▏      | 192/612 [01:27<03:08,  2.23it/s]
  close:  32%|███▏      | 193/612 [01:27<03:12,  2.18it/s]
                                                          

  close:  32%|███▏      | 193/612 [01:27<03:12,  2.18it/s]
  close:  32%|███▏      | 194/612 [01:27<03:10,  2.19it/s]
                                                          

  close:  32%|███▏      | 194/612 [01:28<03:10,  2.19it/s]
  close:  32%|███▏      | 195/612 [01:28<03:12,  2.17it/s]
                                                          

  close:  32%|███▏      | 195/612 [01:28<03:12,  2.17it/s]
  close:  32%|███▏      | 196/612 [01:28<03:11,  2.17it/s]
                                                          

  close:  32%|███▏      | 196/612 [01:29<03:11,  2.17it/s]
  close:  32%|███▏      | 197/612 [01:29<03:06,  2.22it/s]
                                                          

  close:  32%|███▏      | 197/612 [01:29<03:06,  2.22it/s]
  close:  32%|███▏      | 198/612 [01:29<03:04,  2.24it/s]
                                                          

  close:  32%|███▏      | 198/612 [01:30<03:04,  2.24it/s]
  close:  33%|███▎      | 199/612 [01:30<03:04,  2.24it/s]
                                                          

  close:  33%|███▎      | 199/612 [01:30<03:04,  2.24it/s]
  close:  33%|███▎      | 200/612 [01:30<03:05,  2.22it/s]
                                                          

  close:  33%|███▎      | 200/612 [01:31<03:05,  2.22it/s]
  close:  33%|███▎      | 201/612 [01:31<03:11,  2.15it/s]
                                                          

  close:  33%|███▎      | 201/612 [01:31<03:11,  2.15it/s]
  close:  33%|███▎      | 202/612 [01:31<03:11,  2.14it/s]
                                                          

  close:  33%|███▎      | 202/612 [01:31<03:11,  2.14it/s]
  close:  33%|███▎      | 203/612 [01:31<02:29,  2.73it/s]
                                                          

  close:  33%|███▎      | 203/612 [01:31<02:29,  2.73it/s]
  close:  33%|███▎      | 204/612 [01:31<02:01,  3.35it/s]
                                                          

  close:  33%|███▎      | 204/612 [01:31<02:01,  3.35it/s]
  close:  33%|███▎      | 205/612 [01:31<01:40,  4.06it/s]
                                                          

  close:  33%|███▎      | 205/612 [01:32<01:40,  4.06it/s]
  close:  34%|███▎      | 206/612 [01:32<01:28,  4.57it/s]
                                                          

  close:  34%|███▎      | 206/612 [01:32<01:28,  4.57it/s]
  close:  34%|███▍      | 207/612 [01:32<01:19,  5.11it/s]
                                                          

  close:  34%|███▍      | 207/612 [01:32<01:19,  5.11it/s]
  close:  34%|███▍      | 208/612 [01:32<01:13,  5.52it/s]
                                                          

  close:  34%|███▍      | 208/612 [01:32<01:13,  5.52it/s]
  close:  34%|███▍      | 209/612 [01:32<01:07,  5.94it/s]
                                                          

  close:  34%|███▍      | 209/612 [01:32<01:07,  5.94it/s]
  close:  34%|███▍      | 210/612 [01:32<01:04,  6.22it/s]
                                                          

  close:  34%|███▍      | 210/612 [01:32<01:04,  6.22it/s]
  close:  34%|███▍      | 211/612 [01:32<01:02,  6.41it/s]
                                                          

  close:  34%|███▍      | 211/612 [01:32<01:02,  6.41it/s]
  close:  35%|███▍      | 212/612 [01:32<00:58,  6.81it/s]
                                                          

  close:  35%|███▍      | 212/612 [01:33<00:58,  6.81it/s]
  close:  35%|███▍      | 213/612 [01:33<00:58,  6.80it/s]
                                                          

  close:  35%|███▍      | 213/612 [01:33<00:58,  6.80it/s]
  close:  35%|███▍      | 214/612 [01:33<00:57,  6.97it/s]
                                                          

  close:  35%|███▍      | 214/612 [01:33<00:57,  6.97it/s]
  close:  35%|███▌      | 215/612 [01:33<00:54,  7.23it/s]
                                                          

  close:  35%|███▌      | 215/612 [01:33<00:54,  7.23it/s]
  close:  35%|███▌      | 216/612 [01:33<00:55,  7.11it/s]
                                                          

  close:  35%|███▌      | 216/612 [01:33<00:55,  7.11it/s]
  close:  35%|███▌      | 217/612 [01:33<00:55,  7.09it/s]
                                                          

  close:  35%|███▌      | 217/612 [01:33<00:55,  7.09it/s]
  close:  36%|███▌      | 218/612 [01:33<00:56,  7.03it/s]
                                                          

  close:  36%|███▌      | 218/612 [01:33<00:56,  7.03it/s]
  close:  36%|███▌      | 219/612 [01:33<00:55,  7.04it/s]
                                                          

  close:  36%|███▌      | 219/612 [01:34<00:55,  7.04it/s]
  close:  36%|███▌      | 220/612 [01:34<00:56,  6.93it/s]
                                                          

  close:  36%|███▌      | 220/612 [01:34<00:56,  6.93it/s]
  close:  36%|███▌      | 221/612 [01:34<00:57,  6.78it/s]
                                                          

  close:  36%|███▌      | 221/612 [01:34<00:57,  6.78it/s]
  close:  36%|███▋      | 222/612 [01:34<00:55,  7.00it/s]
                                                          

  close:  36%|███▋      | 222/612 [01:34<00:55,  7.00it/s]
  close:  36%|███▋      | 223/612 [01:34<00:55,  6.98it/s]
                                                          

  close:  36%|███▋      | 223/612 [01:34<00:55,  6.98it/s]
  close:  37%|███▋      | 224/612 [01:34<01:00,  6.44it/s]
                                                          

  close:  37%|███▋      | 224/612 [01:34<01:00,  6.44it/s]
  close:  37%|███▋      | 225/612 [01:34<00:58,  6.57it/s]
                                                          

  close:  37%|███▋      | 225/612 [01:34<00:58,  6.57it/s]
  close:  37%|███▋      | 226/612 [01:34<01:02,  6.15it/s]
                                                          

  close:  37%|███▋      | 226/612 [01:35<01:02,  6.15it/s]
  close:  37%|███▋      | 227/612 [01:35<00:58,  6.60it/s]
                                                          

  close:  37%|███▋      | 227/612 [01:35<00:58,  6.60it/s]
  close:  37%|███▋      | 228/612 [01:35<00:56,  6.83it/s]
                                                          

  close:  37%|███▋      | 228/612 [01:35<00:56,  6.83it/s]
  close:  37%|███▋      | 229/612 [01:35<00:54,  6.99it/s]
                                                          

  close:  37%|███▋      | 229/612 [01:35<00:54,  6.99it/s]
  close:  38%|███▊      | 230/612 [01:35<00:56,  6.75it/s]
                                                          

  close:  38%|███▊      | 230/612 [01:35<00:56,  6.75it/s]
  close:  38%|███▊      | 231/612 [01:35<00:54,  7.02it/s]
                                                          

  close:  38%|███▊      | 231/612 [01:35<00:54,  7.02it/s]
  close:  38%|███▊      | 232/612 [01:35<00:56,  6.70it/s]
                                                          

  close:  38%|███▊      | 232/612 [01:35<00:56,  6.70it/s]
  close:  38%|███▊      | 233/612 [01:35<00:55,  6.79it/s]
                                                          

  close:  38%|███▊      | 233/612 [01:36<00:55,  6.79it/s]
  close:  38%|███▊      | 234/612 [01:36<00:57,  6.62it/s]
                                                          

  close:  38%|███▊      | 234/612 [01:36<00:57,  6.62it/s]
  close:  38%|███▊      | 235/612 [01:36<00:56,  6.64it/s]
                                                          

  close:  38%|███▊      | 235/612 [01:36<00:56,  6.64it/s]
  close:  39%|███▊      | 236/612 [01:36<01:02,  6.00it/s]
                                                          

  close:  39%|███▊      | 236/612 [01:36<01:02,  6.00it/s]
  close:  39%|███▊      | 237/612 [01:36<00:58,  6.44it/s]
                                                          

  close:  39%|███▊      | 237/612 [01:36<00:58,  6.44it/s]
  close:  39%|███▉      | 238/612 [01:36<00:59,  6.27it/s]
                                                          

  close:  39%|███▉      | 238/612 [01:36<00:59,  6.27it/s]
  close:  39%|███▉      | 239/612 [01:36<00:56,  6.55it/s]
                                                          

  close:  39%|███▉      | 239/612 [01:37<00:56,  6.55it/s]
  close:  39%|███▉      | 240/612 [01:37<00:55,  6.66it/s]
                                                          

  close:  39%|███▉      | 240/612 [01:37<00:55,  6.66it/s]
  close:  39%|███▉      | 241/612 [01:37<00:54,  6.85it/s]
                                                          

  close:  39%|███▉      | 241/612 [01:37<00:54,  6.85it/s]
  close:  40%|███▉      | 242/612 [01:37<00:52,  7.02it/s]
                                                          

  close:  40%|███▉      | 242/612 [01:37<00:52,  7.02it/s]
  close:  40%|███▉      | 243/612 [01:37<00:58,  6.29it/s]
                                                          

  close:  40%|███▉      | 243/612 [01:37<00:58,  6.29it/s]
  close:  40%|███▉      | 244/612 [01:37<00:55,  6.62it/s]
                                                          

  close:  40%|███▉      | 244/612 [01:37<00:55,  6.62it/s]
  close:  40%|████      | 245/612 [01:37<00:57,  6.37it/s]
                                                          

  close:  40%|████      | 245/612 [01:37<00:57,  6.37it/s]
  close:  40%|████      | 246/612 [01:37<00:56,  6.51it/s]
                                                          

  close:  40%|████      | 246/612 [01:38<00:56,  6.51it/s]
  close:  40%|████      | 247/612 [01:38<00:53,  6.82it/s]
                                                          

  close:  40%|████      | 247/612 [01:38<00:53,  6.82it/s]
  close:  41%|████      | 248/612 [01:38<00:57,  6.37it/s]
                                                          

  close:  41%|████      | 248/612 [01:38<00:57,  6.37it/s]
  close:  41%|████      | 249/612 [01:38<00:54,  6.70it/s]
                                                          

  close:  41%|████      | 249/612 [01:38<00:54,  6.70it/s]
  close:  41%|████      | 250/612 [01:38<00:53,  6.79it/s]
                                                          

  close:  41%|████      | 250/612 [01:38<00:53,  6.79it/s]
  close:  41%|████      | 251/612 [01:38<00:51,  6.94it/s]
                                                          

  close:  41%|████      | 251/612 [01:38<00:51,  6.94it/s]
  close:  41%|████      | 252/612 [01:38<00:51,  7.03it/s]
                                                          

  close:  41%|████      | 252/612 [01:39<00:51,  7.03it/s]
  close:  41%|████▏     | 253/612 [01:39<00:54,  6.54it/s]
                                                          

  close:  41%|████▏     | 253/612 [01:39<00:54,  6.54it/s]
  close:  42%|████▏     | 254/612 [01:39<00:55,  6.45it/s]
                                                          

  close:  42%|████▏     | 254/612 [01:39<00:55,  6.45it/s]
  close:  42%|████▏     | 255/612 [01:39<00:54,  6.55it/s]
                                                          

  close:  42%|████▏     | 255/612 [01:39<00:54,  6.55it/s]
  close:  42%|████▏     | 256/612 [01:39<00:51,  6.88it/s]
                                                          

  close:  42%|████▏     | 256/612 [01:39<00:51,  6.88it/s]
  close:  42%|████▏     | 257/612 [01:39<00:51,  6.95it/s]
                                                          

  close:  42%|████▏     | 257/612 [01:39<00:51,  6.95it/s]
  close:  42%|████▏     | 258/612 [01:39<00:51,  6.94it/s]
                                                          

  close:  42%|████▏     | 258/612 [01:39<00:51,  6.94it/s]
  close:  42%|████▏     | 259/612 [01:39<00:49,  7.13it/s]
                                                          

  close:  42%|████▏     | 259/612 [01:40<00:49,  7.13it/s]
  close:  42%|████▏     | 260/612 [01:40<00:50,  6.99it/s]
                                                          

  close:  42%|████▏     | 260/612 [01:40<00:50,  6.99it/s]
  close:  43%|████▎     | 261/612 [01:40<00:52,  6.68it/s]
                                                          

  close:  43%|████▎     | 261/612 [01:40<00:52,  6.68it/s]
  close:  43%|████▎     | 262/612 [01:40<00:51,  6.78it/s]
                                                          

  close:  43%|████▎     | 262/612 [01:40<00:51,  6.78it/s]
  close:  43%|████▎     | 263/612 [01:40<00:54,  6.38it/s]
                                                          

  close:  43%|████▎     | 263/612 [01:40<00:54,  6.38it/s]
  close:  43%|████▎     | 264/612 [01:40<00:52,  6.67it/s]
                                                          

  close:  43%|████▎     | 264/612 [01:40<00:52,  6.67it/s]
  close:  43%|████▎     | 265/612 [01:40<00:51,  6.74it/s]
                                                          

  close:  43%|████▎     | 265/612 [01:40<00:51,  6.74it/s]
  close:  43%|████▎     | 266/612 [01:40<00:51,  6.71it/s]
                                                          

  close:  43%|████▎     | 266/612 [01:41<00:51,  6.71it/s]
  close:  44%|████▎     | 267/612 [01:41<00:52,  6.56it/s]
                                                          

  close:  44%|████▎     | 267/612 [01:41<00:52,  6.56it/s]
  close:  44%|████▍     | 268/612 [01:41<00:50,  6.81it/s]
                                                          

  close:  44%|████▍     | 268/612 [01:41<00:50,  6.81it/s]
  close:  44%|████▍     | 269/612 [01:41<00:49,  6.89it/s]
                                                          

  close:  44%|████▍     | 269/612 [01:41<00:49,  6.89it/s]
  close:  44%|████▍     | 270/612 [01:41<00:49,  6.85it/s]
                                                          

  close:  44%|████▍     | 270/612 [01:41<00:49,  6.85it/s]
  close:  44%|████▍     | 271/612 [01:41<00:52,  6.54it/s]
                                                          

  close:  44%|████▍     | 271/612 [01:41<00:52,  6.54it/s]
  close:  44%|████▍     | 272/612 [01:41<00:52,  6.43it/s]
                                                          

  close:  44%|████▍     | 272/612 [01:41<00:52,  6.43it/s]
  close:  45%|████▍     | 273/612 [01:41<00:50,  6.77it/s]
                                                          

  close:  45%|████▍     | 273/612 [01:42<00:50,  6.77it/s]
  close:  45%|████▍     | 274/612 [01:42<00:51,  6.57it/s]
                                                          

  close:  45%|████▍     | 274/612 [01:42<00:51,  6.57it/s]
  close:  45%|████▍     | 275/612 [01:42<00:48,  6.88it/s]
                                                          

  close:  45%|████▍     | 275/612 [01:42<00:48,  6.88it/s]
  close:  45%|████▌     | 276/612 [01:42<00:51,  6.58it/s]
                                                          

  close:  45%|████▌     | 276/612 [01:42<00:51,  6.58it/s]
  close:  45%|████▌     | 277/612 [01:42<00:53,  6.27it/s]
                                                          

  close:  45%|████▌     | 277/612 [01:42<00:53,  6.27it/s]
  close:  45%|████▌     | 278/612 [01:42<00:51,  6.53it/s]
                                                          

  close:  45%|████▌     | 278/612 [01:42<00:51,  6.53it/s]
  close:  46%|████▌     | 279/612 [01:42<00:49,  6.70it/s]
                                                          

  close:  46%|████▌     | 279/612 [01:43<00:49,  6.70it/s]
  close:  46%|████▌     | 280/612 [01:43<00:52,  6.28it/s]
                                                          

  close:  46%|████▌     | 280/612 [01:43<00:52,  6.28it/s]
  close:  46%|████▌     | 281/612 [01:43<00:50,  6.50it/s]
                                                          

  close:  46%|████▌     | 281/612 [01:43<00:50,  6.50it/s]
  close:  46%|████▌     | 282/612 [01:43<00:53,  6.18it/s]
                                                          

  close:  46%|████▌     | 282/612 [01:43<00:53,  6.18it/s]
  close:  46%|████▌     | 283/612 [01:43<00:49,  6.58it/s]
                                                          

  close:  46%|████▌     | 283/612 [01:43<00:49,  6.58it/s]
  close:  46%|████▋     | 284/612 [01:43<00:48,  6.73it/s]
                                                          

  close:  46%|████▋     | 284/612 [01:43<00:48,  6.73it/s]
  close:  47%|████▋     | 285/612 [01:43<00:51,  6.32it/s]
                                                          

  close:  47%|████▋     | 285/612 [01:43<00:51,  6.32it/s]
  close:  47%|████▋     | 286/612 [01:43<00:49,  6.64it/s]
                                                          

  close:  47%|████▋     | 286/612 [01:44<00:49,  6.64it/s]
  close:  47%|████▋     | 287/612 [01:44<00:49,  6.56it/s]
                                                          

  close:  47%|████▋     | 287/612 [01:44<00:49,  6.56it/s]
  close:  47%|████▋     | 288/612 [01:44<00:56,  5.78it/s]
                                                          

  close:  47%|████▋     | 288/612 [01:44<00:56,  5.78it/s]
  close:  47%|████▋     | 289/612 [01:44<00:58,  5.54it/s]
                                                          

  close:  47%|████▋     | 289/612 [01:44<00:58,  5.54it/s]
  close:  47%|████▋     | 290/612 [01:44<00:53,  5.99it/s]
                                                          

  close:  47%|████▋     | 290/612 [01:44<00:53,  5.99it/s]
  close:  48%|████▊     | 291/612 [01:44<00:52,  6.14it/s]
                                                          

  close:  48%|████▊     | 291/612 [01:44<00:52,  6.14it/s]
  close:  48%|████▊     | 292/612 [01:44<00:48,  6.65it/s]
                                                          

  close:  48%|████▊     | 292/612 [01:45<00:48,  6.65it/s]
  close:  48%|████▊     | 293/612 [01:45<00:47,  6.77it/s]
                                                          

  close:  48%|████▊     | 293/612 [01:45<00:47,  6.77it/s]
  close:  48%|████▊     | 294/612 [01:45<00:46,  6.89it/s]
                                                          

  close:  48%|████▊     | 294/612 [01:45<00:46,  6.89it/s]
  close:  48%|████▊     | 295/612 [01:45<00:46,  6.81it/s]
                                                          

  close:  48%|████▊     | 295/612 [01:45<00:46,  6.81it/s]
  close:  48%|████▊     | 296/612 [01:45<00:48,  6.52it/s]
                                                          

  close:  48%|████▊     | 296/612 [01:45<00:48,  6.52it/s]
  close:  49%|████▊     | 297/612 [01:45<00:46,  6.79it/s]
                                                          

  close:  49%|████▊     | 297/612 [01:45<00:46,  6.79it/s]
  close:  49%|████▊     | 298/612 [01:45<00:47,  6.62it/s]
                                                          

  close:  49%|████▊     | 298/612 [01:46<00:47,  6.62it/s]
  close:  49%|████▉     | 299/612 [01:46<00:46,  6.69it/s]
                                                          

  close:  49%|████▉     | 299/612 [01:46<00:46,  6.69it/s]
  close:  49%|████▉     | 300/612 [01:46<00:45,  6.89it/s]
                                                          

  close:  49%|████▉     | 300/612 [01:46<00:45,  6.89it/s]
  close:  49%|████▉     | 301/612 [01:46<00:44,  6.99it/s]
                                                          

  close:  49%|████▉     | 301/612 [01:46<00:44,  6.99it/s]
  close:  49%|████▉     | 302/612 [01:46<00:43,  7.06it/s]
                                                          

  close:  49%|████▉     | 302/612 [01:46<00:43,  7.06it/s]
  close:  50%|████▉     | 303/612 [01:46<00:45,  6.73it/s]
                                                          
    [O] #887    expected=close    | predicted="Close"
+    [O] #888    expected=close    | predicted="Close"
+    [O] #891    expected=close    | predicted="Close"
+    [O] #899    expected=close    | predicted="Close"
+    [O] #914    expected=close    | predicted="Close"
+    [O] #924    expected=close    | predicted="Close"
+    [O] #927    expected=close    | predicted="Close"
+    [O] #928    expected=close    | predicted="Close"
+    [O] #932    expected=close    | predicted="Close"
+    [O] #939    expected=close    | predicted="Close"
+    [O] #940    expected=close    | predicted="Close"
+    [O] #943    expected=close    | predicted="Close"
+    [O] #945    expected=close    | predicted="Close"
+    [O] #949    expected=close    | predicted="Close"
+    [O] #954    expected=close    | predicted="Close"
+    [O] #961    expected=close    | predicted="Close"
+    [O] #972    expected=close    | predicted="Close."
+    [O] #987    expected=close    | predicted="Close"
+    [X] #989    expected=close    | predicted="Far."
+    [O] #992    expected=close    | predicted="Close"
+    [O] #994    expected=close    | predicted="Close"
+    [O] #1000   expected=close    | predicted="Close"
+    [O] #1003   expected=close    | predicted="Close"
+    [O] #1007   expected=close    | predicted="Close"
+    [O] #1017   expected=close    | predicted="Close"
+    [O] #1018   expected=close    | predicted="Close"
+    [O] #1026   expected=close    | predicted="Close"
+    [O] #1029   expected=close    | predicted="Close"
+    [O] #1037   expected=close    | predicted="Close"
+    [O] #1039   expected=close    | predicted="Close"
+    [O] #1043   expected=close    | predicted="Close"
+    [O] #1049   expected=close    | predicted="Close"
+    [O] #1059   expected=close    | predicted="Close"
+    [O] #1066   expected=close    | predicted="Close"
+    [O] #1073   expected=close    | predicted="Close"
+    [O] #1081   expected=close    | predicted="Close"
+    [O] #1086   expected=close    | predicted="Close"
+    [O] #1097   expected=close    | predicted="Close"
+    [O] #1098   expected=close    | predicted="Close"
+    [O] #1100   expected=close    | predicted="Close"
+    [O] #1103   expected=close    | predicted="Close"
+    [O] #1121   expected=close    | predicted="Close"
+    [O] #1139   expected=close    | predicted="Close"
+    [O] #1140   expected=close    | predicted="Close"
+    [O] #1149   expected=close    | predicted="Close"
+    [O] #1156   expected=close    | predicted="Close"
+    [O] #1177   expected=close    | predicted="Close"
+    [O] #1178   expected=close    | predicted="Close"
+    [O] #1181   expected=close    | predicted="Close"
+    [X] #1189   expected=close    | predicted="Far."
+    [O] #1191   expected=close    | predicted="Close"
+    [X] #1207   expected=close    | predicted="Far"
+    [O] #1211   expected=close    | predicted="Close"
+    [O] #1212   expected=close    | predicted="Close"
+    [O] #1213   expected=close    | predicted="Close"
+    [O] #1214   expected=close    | predicted="Close"
+    [O] #1224   expected=close    | predicted="Close"
+    [O] #1225   expected=close    | predicted="Close"
+    [X] #1244   expected=close    | predicted="Far"
+    [O] #1247   expected=close    | predicted="Close"
+    [X] #1249   expected=close    | predicted="Far"
+    [O] #1250   expected=close    | predicted="Close"
+    [O] #1252   expected=close    | predicted="Close"
+    [O] #1260   expected=close    | predicted="Close"
+    [O] #1262   expected=close    | predicted="Close"
+    [X] #1264   expected=close    | predicted="Far"
+    [X] #1272   expected=close    | predicted="Far"
+    [O] #1278   expected=close    | predicted="Close"
+    [X] #1281   expected=close    | predicted="Far"
+    [O] #1287   expected=close    | predicted="Close"
+    [O] #1292   expected=close    | predicted="Close"
+    [O] #1296   expected=close    | predicted="Close"
+    [X] #1300   expected=close    | predicted="Far."
+    [X] #1301   expected=close    | predicted="Far"
+    [O] #1306   expected=close    | predicted="Close"
+    [O] #1328   expected=close    | predicted="Close"
+    [O] #1329   expected=close    | predicted="Close"
+    [O] #1337   expected=close    | predicted="Close"
+    [O] #1341   expected=close    | predicted="Close"
+    [O] #1345   expected=close    | predicted="Close"
+    [X] #1349   expected=close    | predicted="Far."
+    [O] #1360   expected=close    | predicted="Close"
+    [X] #1372   expected=close    | predicted="Far"
+    [O] #1376   expected=close    | predicted="Close"
+    [O] #1378   expected=close    | predicted="Close."
+    [O] #1379   expected=close    | predicted="Close"
+    [X] #1381   expected=close    | predicted="Far."
+    [O] #1390   expected=close    | predicted="Close"
+    [X] #1393   expected=close    | predicted="Far"
+    [O] #1404   expected=close    | predicted="Close"
+    [O] #1407   expected=close    | predicted="Close"
+    [X] #1411   expected=close    | predicted="Far."
+    [X] #1416   expected=close    | predicted="Far"
+    [X] #1418   expected=close    | predicted="Far."
+    [O] #1419   expected=close    | predicted="Close"
+    [X] #1422   expected=close    | predicted="Far"
+    [X] #1428   expected=close    | predicted="Far."
+    [O] #1433   expected=close    | predicted="Close"
+    [O] #1442   expected=close    | predicted="Close"
+    [O] #1447   expected=close    | predicted="Close"
+    [X] #1454   expected=close    | predicted="Far"
+    [O] #1466   expected=close    | predicted="Close."
+    [O] #1489   expected=close    | predicted="Close"
+    [O] #1495   expected=close    | predicted="Close"
+    [O] #1500   expected=close    | predicted="Close"
+    [O] #1502   expected=close    | predicted="Close"
+    [O] #1503   expected=close    | predicted="Close"
+    [X] #1505   expected=close    | predicted="Far"
+    [O] #1522   expected=close    | predicted="Close"
+    [X] #1525   expected=close    | predicted="Far."
+    [O] #1530   expected=close    | predicted="Close"
+    [O] #1532   expected=close    | predicted="Close."
+    [O] #1540   expected=close    | predicted="Close"
+    [O] #1545   expected=close    | predicted="Close"
+    [O] #1557   expected=close    | predicted="Close"
+    [O] #1559   expected=close    | predicted="Close"
+    [O] #1561   expected=close    | predicted="Close"
+    [O] #1567   expected=close    | predicted="Close"
+    [X] #1569   expected=close    | predicted="Far"
+    [X] #1571   expected=close    | predicted="Far."
+    [X] #1579   expected=close    | predicted="Far."
+    [X] #1581   expected=close    | predicted="Far"
+    [X] #1586   expected=close    | predicted="Far."
+    [O] #1607   expected=close    | predicted="Close"
+    [O] #1612   expected=close    | predicted="Close."
+    [X] #1613   expected=close    | predicted="Far."
+    [O] #1621   expected=close    | predicted="Close"
+    [O] #1623   expected=close    | predicted="Close"
+    [X] #1625   expected=close    | predicted="Far."
+    [O] #1629   expected=close    | predicted="Close"
+    [O] #1630   expected=close    | predicted="Close."
+    [O] #1642   expected=close    | predicted="Close"
+    [O] #1648   expected=close    | predicted="Close"
+    [X] #1650   expected=close    | predicted="Far"
+    [X] #1651   expected=close    | predicted="Far"
+    [O] #1652   expected=close    | predicted="Close"
+    [O] #1659   expected=close    | predicted="Close"
+    [X] #1682   expected=close    | predicted="Far."
+    [O] #1687   expected=close    | predicted="Close"
+    [O] #1688   expected=close    | predicted="Close"
+    [X] #1692   expected=close    | predicted="Far"
+    [X] #1697   expected=close    | predicted="Far"
+    [X] #1700   expected=close    | predicted="Far"
+    [O] #1706   expected=close    | predicted="Close"
+    [O] #1707   expected=close    | predicted="Close"
+    [O] #1725   expected=close    | predicted="Close"
+    [X] #1728   expected=close    | predicted="Far."
+    [O] #1732   expected=close    | predicted="Close"
+    [X] #1741   expected=close    | predicted="Far"
+    [O] #1742   expected=close    | predicted="Close"
+    [X] #1763   expected=close    | predicted="Far"
+    [X] #1767   expected=close    | predicted="Far."
+
  close:  50%|████▉     | 303/612 [01:46<00:45,  6.73it/s]
  close:  50%|████▉     | 304/612 [01:46<00:43,  7.02it/s]
                                                          

  close:  50%|████▉     | 304/612 [01:46<00:43,  7.02it/s]
  close:  50%|████▉     | 305/612 [01:46<00:43,  7.08it/s]
                                                          

  close:  50%|████▉     | 305/612 [01:47<00:43,  7.08it/s]
  close:  50%|█████     | 306/612 [01:47<00:43,  6.98it/s]
                                                          

  close:  50%|█████     | 306/612 [01:47<00:43,  6.98it/s]
  close:  50%|█████     | 307/612 [01:47<00:42,  7.21it/s]
                                                          

  close:  50%|█████     | 307/612 [01:47<00:42,  7.21it/s]
  close:  50%|█████     | 308/612 [01:47<00:41,  7.40it/s]
                                                          

  close:  50%|█████     | 308/612 [01:47<00:41,  7.40it/s]
  close:  50%|█████     | 309/612 [01:47<00:41,  7.39it/s]
                                                          

  close:  50%|█████     | 309/612 [01:47<00:41,  7.39it/s]
  close:  51%|█████     | 310/612 [01:47<00:41,  7.33it/s]
                                                          

  close:  51%|█████     | 310/612 [01:47<00:41,  7.33it/s]
  close:  51%|█████     | 311/612 [01:47<00:41,  7.28it/s]
                                                          

  close:  51%|█████     | 311/612 [01:47<00:41,  7.28it/s]
  close:  51%|█████     | 312/612 [01:47<00:45,  6.66it/s]
                                                          

  close:  51%|█████     | 312/612 [01:47<00:45,  6.66it/s]
  close:  51%|█████     | 313/612 [01:47<00:43,  6.87it/s]
                                                          

  close:  51%|█████     | 313/612 [01:48<00:43,  6.87it/s]
  close:  51%|█████▏    | 314/612 [01:48<00:41,  7.12it/s]
                                                          

  close:  51%|█████▏    | 314/612 [01:48<00:41,  7.12it/s]
  close:  51%|█████▏    | 315/612 [01:48<00:40,  7.29it/s]
                                                          

  close:  51%|█████▏    | 315/612 [01:48<00:40,  7.29it/s]
  close:  52%|█████▏    | 316/612 [01:48<00:40,  7.30it/s]
                                                          

  close:  52%|█████▏    | 316/612 [01:48<00:40,  7.30it/s]
  close:  52%|█████▏    | 317/612 [01:48<00:42,  6.87it/s]
                                                          

  close:  52%|█████▏    | 317/612 [01:48<00:42,  6.87it/s]
  close:  52%|█████▏    | 318/612 [01:48<00:42,  6.91it/s]
                                                          

  close:  52%|█████▏    | 318/612 [01:48<00:42,  6.91it/s]
  close:  52%|█████▏    | 319/612 [01:48<00:41,  7.06it/s]
                                                          

  close:  52%|█████▏    | 319/612 [01:48<00:41,  7.06it/s]
  close:  52%|█████▏    | 320/612 [01:48<00:41,  7.06it/s]
                                                          

  close:  52%|█████▏    | 320/612 [01:49<00:41,  7.06it/s]
  close:  52%|█████▏    | 321/612 [01:49<00:41,  7.06it/s]
                                                          

  close:  52%|█████▏    | 321/612 [01:49<00:41,  7.06it/s]
  close:  53%|█████▎    | 322/612 [01:49<00:40,  7.19it/s]
                                                          

  close:  53%|█████▎    | 322/612 [01:49<00:40,  7.19it/s]
  close:  53%|█████▎    | 323/612 [01:49<00:41,  6.90it/s]
                                                          

  close:  53%|█████▎    | 323/612 [01:49<00:41,  6.90it/s]
  close:  53%|█████▎    | 324/612 [01:49<00:41,  7.02it/s]
                                                          

  close:  53%|█████▎    | 324/612 [01:49<00:41,  7.02it/s]
  close:  53%|█████▎    | 325/612 [01:49<00:43,  6.54it/s]
                                                          

  close:  53%|█████▎    | 325/612 [01:49<00:43,  6.54it/s]
  close:  53%|█████▎    | 326/612 [01:49<00:42,  6.81it/s]
                                                          

  close:  53%|█████▎    | 326/612 [01:49<00:42,  6.81it/s]
  close:  53%|█████▎    | 327/612 [01:49<00:40,  7.00it/s]
                                                          

  close:  53%|█████▎    | 327/612 [01:50<00:40,  7.00it/s]
  close:  54%|█████▎    | 328/612 [01:50<00:40,  7.06it/s]
                                                          

  close:  54%|█████▎    | 328/612 [01:50<00:40,  7.06it/s]
  close:  54%|█████▍    | 329/612 [01:50<00:39,  7.19it/s]
                                                          

  close:  54%|█████▍    | 329/612 [01:50<00:39,  7.19it/s]
  close:  54%|█████▍    | 330/612 [01:50<00:41,  6.76it/s]
                                                          

  close:  54%|█████▍    | 330/612 [01:50<00:41,  6.76it/s]
  close:  54%|█████▍    | 331/612 [01:50<00:40,  7.02it/s]
                                                          

  close:  54%|█████▍    | 331/612 [01:50<00:40,  7.02it/s]
  close:  54%|█████▍    | 332/612 [01:50<00:39,  7.09it/s]
                                                          

  close:  54%|█████▍    | 332/612 [01:50<00:39,  7.09it/s]
  close:  54%|█████▍    | 333/612 [01:50<00:40,  6.97it/s]
                                                          

  close:  54%|█████▍    | 333/612 [01:51<00:40,  6.97it/s]
  close:  55%|█████▍    | 334/612 [01:51<00:42,  6.54it/s]
                                                          

  close:  55%|█████▍    | 334/612 [01:51<00:42,  6.54it/s]
  close:  55%|█████▍    | 335/612 [01:51<00:41,  6.65it/s]
                                                          

  close:  55%|█████▍    | 335/612 [01:51<00:41,  6.65it/s]
  close:  55%|█████▍    | 336/612 [01:51<00:44,  6.23it/s]
                                                          

  close:  55%|█████▍    | 336/612 [01:51<00:44,  6.23it/s]
  close:  55%|█████▌    | 337/612 [01:51<00:44,  6.16it/s]
                                                          

  close:  55%|█████▌    | 337/612 [01:51<00:44,  6.16it/s]
  close:  55%|█████▌    | 338/612 [01:51<00:43,  6.24it/s]
                                                          

  close:  55%|█████▌    | 338/612 [01:51<00:43,  6.24it/s]
  close:  55%|█████▌    | 339/612 [01:51<00:43,  6.29it/s]
                                                          

  close:  55%|█████▌    | 339/612 [01:51<00:43,  6.29it/s]
  close:  56%|█████▌    | 340/612 [01:51<00:41,  6.51it/s]
                                                          

  close:  56%|█████▌    | 340/612 [01:52<00:41,  6.51it/s]
  close:  56%|█████▌    | 341/612 [01:52<00:40,  6.73it/s]
                                                          

  close:  56%|█████▌    | 341/612 [01:52<00:40,  6.73it/s]
  close:  56%|█████▌    | 342/612 [01:52<00:39,  6.80it/s]
                                                          

  close:  56%|█████▌    | 342/612 [01:52<00:39,  6.80it/s]
  close:  56%|█████▌    | 343/612 [01:52<00:38,  7.06it/s]
                                                          

  close:  56%|█████▌    | 343/612 [01:52<00:38,  7.06it/s]
  close:  56%|█████▌    | 344/612 [01:52<00:38,  7.04it/s]
                                                          

  close:  56%|█████▌    | 344/612 [01:52<00:38,  7.04it/s]
  close:  56%|█████▋    | 345/612 [01:52<00:38,  6.89it/s]
                                                          

  close:  56%|█████▋    | 345/612 [01:52<00:38,  6.89it/s]
  close:  57%|█████▋    | 346/612 [01:52<00:38,  6.95it/s]
                                                          

  close:  57%|█████▋    | 346/612 [01:52<00:38,  6.95it/s]
  close:  57%|█████▋    | 347/612 [01:52<00:37,  7.03it/s]
                                                          

  close:  57%|█████▋    | 347/612 [01:53<00:37,  7.03it/s]
  close:  57%|█████▋    | 348/612 [01:53<00:38,  6.92it/s]
                                                          

  close:  57%|█████▋    | 348/612 [01:53<00:38,  6.92it/s]
  close:  57%|█████▋    | 349/612 [01:53<00:37,  7.09it/s]
                                                          

  close:  57%|█████▋    | 349/612 [01:53<00:37,  7.09it/s]
  close:  57%|█████▋    | 350/612 [01:53<00:36,  7.20it/s]
                                                          

  close:  57%|█████▋    | 350/612 [01:53<00:36,  7.20it/s]
  close:  57%|█████▋    | 351/612 [01:53<00:39,  6.61it/s]
                                                          

  close:  57%|█████▋    | 351/612 [01:53<00:39,  6.61it/s]
  close:  58%|█████▊    | 352/612 [01:53<00:40,  6.48it/s]
                                                          

  close:  58%|█████▊    | 352/612 [01:53<00:40,  6.48it/s]
  close:  58%|█████▊    | 353/612 [01:53<00:40,  6.42it/s]
                                                          

  close:  58%|█████▊    | 353/612 [01:54<00:40,  6.42it/s]
  close:  58%|█████▊    | 354/612 [01:54<00:39,  6.46it/s]
                                                          

  close:  58%|█████▊    | 354/612 [01:54<00:39,  6.46it/s]
  close:  58%|█████▊    | 355/612 [01:54<00:41,  6.20it/s]
                                                          

  close:  58%|█████▊    | 355/612 [01:54<00:41,  6.20it/s]
  close:  58%|█████▊    | 356/612 [01:54<00:40,  6.39it/s]
                                                          

  close:  58%|█████▊    | 356/612 [01:54<00:40,  6.39it/s]
  close:  58%|█████▊    | 357/612 [01:54<00:38,  6.56it/s]
                                                          

  close:  58%|█████▊    | 357/612 [01:54<00:38,  6.56it/s]
  close:  58%|█████▊    | 358/612 [01:54<00:36,  6.90it/s]
                                                          

  close:  58%|█████▊    | 358/612 [01:54<00:36,  6.90it/s]
  close:  59%|█████▊    | 359/612 [01:54<00:36,  6.92it/s]
                                                          

  close:  59%|█████▊    | 359/612 [01:54<00:36,  6.92it/s]
  close:  59%|█████▉    | 360/612 [01:54<00:35,  7.00it/s]
                                                          

  close:  59%|█████▉    | 360/612 [01:55<00:35,  7.00it/s]
  close:  59%|█████▉    | 361/612 [01:55<00:35,  7.02it/s]
                                                          

  close:  59%|█████▉    | 361/612 [01:55<00:35,  7.02it/s]
  close:  59%|█████▉    | 362/612 [01:55<00:34,  7.22it/s]
                                                          

  close:  59%|█████▉    | 362/612 [01:55<00:34,  7.22it/s]
  close:  59%|█████▉    | 363/612 [01:55<00:33,  7.35it/s]
                                                          

  close:  59%|█████▉    | 363/612 [01:55<00:33,  7.35it/s]
  close:  59%|█████▉    | 364/612 [01:55<00:33,  7.42it/s]
                                                          

  close:  59%|█████▉    | 364/612 [01:55<00:33,  7.42it/s]
  close:  60%|█████▉    | 365/612 [01:55<00:33,  7.31it/s]
                                                          

  close:  60%|█████▉    | 365/612 [01:55<00:33,  7.31it/s]
  close:  60%|█████▉    | 366/612 [01:55<00:35,  6.93it/s]
                                                          

  close:  60%|█████▉    | 366/612 [01:55<00:35,  6.93it/s]
  close:  60%|█████▉    | 367/612 [01:55<00:35,  6.98it/s]
                                                          

  close:  60%|█████▉    | 367/612 [01:56<00:35,  6.98it/s]
  close:  60%|██████    | 368/612 [01:56<00:33,  7.24it/s]
                                                          

  close:  60%|██████    | 368/612 [01:56<00:33,  7.24it/s]
  close:  60%|██████    | 369/612 [01:56<00:36,  6.73it/s]
                                                          

  close:  60%|██████    | 369/612 [01:56<00:36,  6.73it/s]
  close:  60%|██████    | 370/612 [01:56<00:34,  7.00it/s]
                                                          

  close:  60%|██████    | 370/612 [01:56<00:34,  7.00it/s]
  close:  61%|██████    | 371/612 [01:56<00:34,  6.97it/s]
                                                          

  close:  61%|██████    | 371/612 [01:56<00:34,  6.97it/s]
  close:  61%|██████    | 372/612 [01:56<00:33,  7.24it/s]
                                                          

  close:  61%|██████    | 372/612 [01:56<00:33,  7.24it/s]
  close:  61%|██████    | 373/612 [01:56<00:33,  7.19it/s]
                                                          

  close:  61%|██████    | 373/612 [01:56<00:33,  7.19it/s]
  close:  61%|██████    | 374/612 [01:56<00:34,  6.96it/s]
                                                          

  close:  61%|██████    | 374/612 [01:57<00:34,  6.96it/s]
  close:  61%|██████▏   | 375/612 [01:57<00:33,  7.07it/s]
                                                          

  close:  61%|██████▏   | 375/612 [01:57<00:33,  7.07it/s]
  close:  61%|██████▏   | 376/612 [01:57<00:33,  7.07it/s]
                                                          

  close:  61%|██████▏   | 376/612 [01:57<00:33,  7.07it/s]
  close:  62%|██████▏   | 377/612 [01:57<00:35,  6.66it/s]
                                                          

  close:  62%|██████▏   | 377/612 [01:57<00:35,  6.66it/s]
  close:  62%|██████▏   | 378/612 [01:57<00:35,  6.54it/s]
                                                          

  close:  62%|██████▏   | 378/612 [01:57<00:35,  6.54it/s]
  close:  62%|██████▏   | 379/612 [01:57<00:33,  6.86it/s]
                                                          

  close:  62%|██████▏   | 379/612 [01:57<00:33,  6.86it/s]
  close:  62%|██████▏   | 380/612 [01:57<00:32,  7.10it/s]
                                                          

  close:  62%|██████▏   | 380/612 [01:57<00:32,  7.10it/s]
  close:  62%|██████▏   | 381/612 [01:57<00:32,  7.05it/s]
                                                          

  close:  62%|██████▏   | 381/612 [01:58<00:32,  7.05it/s]
  close:  62%|██████▏   | 382/612 [01:58<00:34,  6.76it/s]
                                                          

  close:  62%|██████▏   | 382/612 [01:58<00:34,  6.76it/s]
  close:  63%|██████▎   | 383/612 [01:58<00:33,  6.78it/s]
                                                          

  close:  63%|██████▎   | 383/612 [01:58<00:33,  6.78it/s]
  close:  63%|██████▎   | 384/612 [01:58<00:33,  6.80it/s]
                                                          

  close:  63%|██████▎   | 384/612 [01:58<00:33,  6.80it/s]
  close:  63%|██████▎   | 385/612 [01:58<00:32,  7.03it/s]
                                                          

  close:  63%|██████▎   | 385/612 [01:58<00:32,  7.03it/s]
  close:  63%|██████▎   | 386/612 [01:58<00:31,  7.24it/s]
                                                          

  close:  63%|██████▎   | 386/612 [01:58<00:31,  7.24it/s]
  close:  63%|██████▎   | 387/612 [01:58<00:31,  7.17it/s]
                                                          

  close:  63%|██████▎   | 387/612 [01:58<00:31,  7.17it/s]
  close:  63%|██████▎   | 388/612 [01:58<00:32,  6.83it/s]
                                                          

  close:  63%|██████▎   | 388/612 [01:59<00:32,  6.83it/s]
  close:  64%|██████▎   | 389/612 [01:59<00:32,  6.96it/s]
                                                          

  close:  64%|██████▎   | 389/612 [01:59<00:32,  6.96it/s]
  close:  64%|██████▎   | 390/612 [01:59<00:30,  7.19it/s]
                                                          

  close:  64%|██████▎   | 390/612 [01:59<00:30,  7.19it/s]
  close:  64%|██████▍   | 391/612 [01:59<00:31,  7.10it/s]
                                                          

  close:  64%|██████▍   | 391/612 [01:59<00:31,  7.10it/s]
  close:  64%|██████▍   | 392/612 [01:59<00:30,  7.14it/s]
                                                          

  close:  64%|██████▍   | 392/612 [01:59<00:30,  7.14it/s]
  close:  64%|██████▍   | 393/612 [01:59<00:29,  7.33it/s]
                                                          

  close:  64%|██████▍   | 393/612 [01:59<00:29,  7.33it/s]
  close:  64%|██████▍   | 394/612 [01:59<00:29,  7.32it/s]
                                                          

  close:  64%|██████▍   | 394/612 [01:59<00:29,  7.32it/s]
  close:  65%|██████▍   | 395/612 [01:59<00:31,  6.83it/s]
                                                          

  close:  65%|██████▍   | 395/612 [02:00<00:31,  6.83it/s]
  close:  65%|██████▍   | 396/612 [02:00<00:30,  7.03it/s]
                                                          

  close:  65%|██████▍   | 396/612 [02:00<00:30,  7.03it/s]
  close:  65%|██████▍   | 397/612 [02:00<00:29,  7.25it/s]
                                                          

  close:  65%|██████▍   | 397/612 [02:00<00:29,  7.25it/s]
  close:  65%|██████▌   | 398/612 [02:00<00:29,  7.32it/s]
                                                          

  close:  65%|██████▌   | 398/612 [02:00<00:29,  7.32it/s]
  close:  65%|██████▌   | 399/612 [02:00<00:28,  7.46it/s]
                                                          

  close:  65%|██████▌   | 399/612 [02:00<00:28,  7.46it/s]
  close:  65%|██████▌   | 400/612 [02:00<00:29,  7.17it/s]
                                                          

  close:  65%|██████▌   | 400/612 [02:00<00:29,  7.17it/s]
  close:  66%|██████▌   | 401/612 [02:00<00:29,  7.09it/s]
                                                          

  close:  66%|██████▌   | 401/612 [02:00<00:29,  7.09it/s]
  close:  66%|██████▌   | 402/612 [02:00<00:30,  6.80it/s]
                                                          

  close:  66%|██████▌   | 402/612 [02:00<00:30,  6.80it/s]
  close:  66%|██████▌   | 403/612 [02:00<00:29,  7.10it/s]
                                                          

  close:  66%|██████▌   | 403/612 [02:01<00:29,  7.10it/s]
  close:  66%|██████▌   | 404/612 [02:01<00:28,  7.21it/s]
                                                          

  close:  66%|██████▌   | 404/612 [02:01<00:28,  7.21it/s]
  close:  66%|██████▌   | 405/612 [02:01<00:27,  7.40it/s]
                                                          

  close:  66%|██████▌   | 405/612 [02:01<00:27,  7.40it/s]
  close:  66%|██████▋   | 406/612 [02:01<00:30,  6.83it/s]
                                                          

  close:  66%|██████▋   | 406/612 [02:01<00:30,  6.83it/s]
  close:  67%|██████▋   | 407/612 [02:01<00:29,  6.97it/s]
                                                          

  close:  67%|██████▋   | 407/612 [02:01<00:29,  6.97it/s]
  close:  67%|██████▋   | 408/612 [02:01<00:29,  7.03it/s]
                                                          

  close:  67%|██████▋   | 408/612 [02:01<00:29,  7.03it/s]
  close:  67%|██████▋   | 409/612 [02:01<00:27,  7.32it/s]
                                                          

  close:  67%|██████▋   | 409/612 [02:01<00:27,  7.32it/s]
  close:  67%|██████▋   | 410/612 [02:01<00:28,  7.08it/s]
                                                          

  close:  67%|██████▋   | 410/612 [02:02<00:28,  7.08it/s]
  close:  67%|██████▋   | 411/612 [02:02<00:27,  7.40it/s]
                                                          

  close:  67%|██████▋   | 411/612 [02:02<00:27,  7.40it/s]
  close:  67%|██████▋   | 412/612 [02:02<00:27,  7.22it/s]
                                                          

  close:  67%|██████▋   | 412/612 [02:03<00:27,  7.22it/s]
  close:  67%|██████▋   | 413/612 [02:03<01:18,  2.55it/s]
                                                          

  close:  67%|██████▋   | 413/612 [02:04<01:18,  2.55it/s]
  close:  68%|██████▊   | 414/612 [02:04<01:56,  1.70it/s]
                                                          

  close:  68%|██████▊   | 414/612 [02:05<01:56,  1.70it/s]
  close:  68%|██████▊   | 415/612 [02:05<02:08,  1.54it/s]
                                                          

  close:  68%|██████▊   | 415/612 [02:06<02:08,  1.54it/s]
  close:  68%|██████▊   | 416/612 [02:06<02:44,  1.19it/s]
                                                          

  close:  68%|██████▊   | 416/612 [02:07<02:44,  1.19it/s]
  close:  68%|██████▊   | 417/612 [02:07<02:45,  1.18it/s]
                                                          

  close:  68%|██████▊   | 417/612 [02:07<02:45,  1.18it/s]
  close:  68%|██████▊   | 418/612 [02:07<02:24,  1.35it/s]
                                                          

  close:  68%|██████▊   | 418/612 [02:08<02:24,  1.35it/s]
  close:  68%|██████▊   | 419/612 [02:08<02:27,  1.31it/s]
                                                          

  close:  68%|██████▊   | 419/612 [02:09<02:27,  1.31it/s]
  close:  69%|██████▊   | 420/612 [02:09<02:50,  1.12it/s]
                                                          

  close:  69%|██████▊   | 420/612 [02:10<02:50,  1.12it/s]
  close:  69%|██████▉   | 421/612 [02:10<03:04,  1.04it/s]
                                                          

  close:  69%|██████▉   | 421/612 [02:12<03:04,  1.04it/s]
  close:  69%|██████▉   | 422/612 [02:12<03:14,  1.02s/it]
                                                          

  close:  69%|██████▉   | 422/612 [02:13<03:14,  1.02s/it]
  close:  69%|██████▉   | 423/612 [02:13<03:21,  1.07s/it]
                                                          

  close:  69%|██████▉   | 423/612 [02:14<03:21,  1.07s/it]
  close:  69%|██████▉   | 424/612 [02:14<03:10,  1.01s/it]
                                                          

  close:  69%|██████▉   | 424/612 [02:15<03:10,  1.01s/it]
  close:  69%|██████▉   | 425/612 [02:15<03:10,  1.02s/it]
                                                          

  close:  69%|██████▉   | 425/612 [02:16<03:10,  1.02s/it]
  close:  70%|██████▉   | 426/612 [02:16<03:13,  1.04s/it]
                                                          

  close:  70%|██████▉   | 426/612 [02:17<03:13,  1.04s/it]
  close:  70%|██████▉   | 427/612 [02:17<03:24,  1.11s/it]
                                                          

  close:  70%|██████▉   | 427/612 [02:18<03:24,  1.11s/it]
  close:  70%|██████▉   | 428/612 [02:18<03:07,  1.02s/it]
                                                          

  close:  70%|██████▉   | 428/612 [02:19<03:07,  1.02s/it]
  close:  70%|███████   | 429/612 [02:19<03:08,  1.03s/it]
                                                          

  close:  70%|███████   | 429/612 [02:20<03:08,  1.03s/it]
  close:  70%|███████   | 430/612 [02:20<03:05,  1.02s/it]
                                                          

  close:  70%|███████   | 430/612 [02:21<03:05,  1.02s/it]
  close:  70%|███████   | 431/612 [02:21<03:12,  1.06s/it]
                                                          

  close:  70%|███████   | 431/612 [02:22<03:12,  1.06s/it]
  close:  71%|███████   | 432/612 [02:22<03:17,  1.10s/it]
                                                          

  close:  71%|███████   | 432/612 [02:23<03:17,  1.10s/it]
  close:  71%|███████   | 433/612 [02:23<03:17,  1.10s/it]
                                                          

  close:  71%|███████   | 433/612 [02:24<03:17,  1.10s/it]
  close:  71%|███████   | 434/612 [02:24<03:12,  1.08s/it]
                                                          

  close:  71%|███████   | 434/612 [02:26<03:12,  1.08s/it]
  close:  71%|███████   | 435/612 [02:26<03:19,  1.13s/it]
                                                          

  close:  71%|███████   | 435/612 [02:26<03:19,  1.13s/it]
  close:  71%|███████   | 436/612 [02:26<02:58,  1.02s/it]
                                                          

  close:  71%|███████   | 436/612 [02:28<02:58,  1.02s/it]
  close:  71%|███████▏  | 437/612 [02:28<03:08,  1.08s/it]
                                                          

  close:  71%|███████▏  | 437/612 [02:29<03:08,  1.08s/it]
  close:  72%|███████▏  | 438/612 [02:29<03:11,  1.10s/it]
                                                          

  close:  72%|███████▏  | 438/612 [02:30<03:11,  1.10s/it]
  close:  72%|███████▏  | 439/612 [02:30<03:15,  1.13s/it]
                                                          

  close:  72%|███████▏  | 439/612 [02:31<03:15,  1.13s/it]
  close:  72%|███████▏  | 440/612 [02:31<03:04,  1.07s/it]
                                                          

  close:  72%|███████▏  | 440/612 [02:32<03:04,  1.07s/it]
  close:  72%|███████▏  | 441/612 [02:32<03:04,  1.08s/it]
                                                          

  close:  72%|███████▏  | 441/612 [02:33<03:04,  1.08s/it]
  close:  72%|███████▏  | 442/612 [02:33<03:04,  1.09s/it]
                                                          

  close:  72%|███████▏  | 442/612 [02:34<03:04,  1.09s/it]
  close:  72%|███████▏  | 443/612 [02:34<03:08,  1.12s/it]
                                                          

  close:  72%|███████▏  | 443/612 [02:35<03:08,  1.12s/it]
  close:  73%|███████▎  | 444/612 [02:35<03:04,  1.10s/it]
                                                          

  close:  73%|███████▎  | 444/612 [02:36<03:04,  1.10s/it]
  close:  73%|███████▎  | 445/612 [02:36<03:01,  1.09s/it]
                                                          

  close:  73%|███████▎  | 445/612 [02:37<03:01,  1.09s/it]
  close:  73%|███████▎  | 446/612 [02:37<02:28,  1.12it/s]
                                                          

  close:  73%|███████▎  | 446/612 [02:38<02:28,  1.12it/s]
  close:  73%|███████▎  | 447/612 [02:38<02:30,  1.10it/s]
                                                          

  close:  73%|███████▎  | 447/612 [02:39<02:30,  1.10it/s]
  close:  73%|███████▎  | 448/612 [02:39<02:47,  1.02s/it]
                                                          

  close:  73%|███████▎  | 448/612 [02:40<02:47,  1.02s/it]
  close:  73%|███████▎  | 449/612 [02:40<02:46,  1.02s/it]
                                                          

  close:  73%|███████▎  | 449/612 [02:41<02:46,  1.02s/it]
  close:  74%|███████▎  | 450/612 [02:41<02:54,  1.08s/it]
                                                          

  close:  74%|███████▎  | 450/612 [02:43<02:54,  1.08s/it]
  close:  74%|███████▎  | 451/612 [02:43<03:07,  1.16s/it]
                                                          

  close:  74%|███████▎  | 451/612 [02:43<03:07,  1.16s/it]
  close:  74%|███████▍  | 452/612 [02:43<02:31,  1.06it/s]
                                                          

  close:  74%|███████▍  | 452/612 [02:44<02:31,  1.06it/s]
  close:  74%|███████▍  | 453/612 [02:44<02:30,  1.06it/s]
                                                          

  close:  74%|███████▍  | 453/612 [02:45<02:30,  1.06it/s]
  close:  74%|███████▍  | 454/612 [02:45<02:47,  1.06s/it]
                                                          

  close:  74%|███████▍  | 454/612 [02:46<02:47,  1.06s/it]
  close:  74%|███████▍  | 455/612 [02:46<02:35,  1.01it/s]
                                                          
    [O] #1775   expected=close    | predicted="Close"
+    [O] #1782   expected=close    | predicted="Close"
+    [O] #1795   expected=close    | predicted="Close"
+    [O] #1799   expected=close    | predicted="Close"
+    [O] #1802   expected=close    | predicted="Close"
+    [O] #1806   expected=close    | predicted="Close"
+    [O] #1807   expected=close    | predicted="Close"
+    [O] #1809   expected=close    | predicted="Close"
+    [X] #1811   expected=close    | predicted="Far."
+    [O] #1812   expected=close    | predicted="Close"
+    [X] #1814   expected=close    | predicted="Far"
+    [O] #1815   expected=close    | predicted="Close"
+    [O] #1816   expected=close    | predicted="Close"
+    [X] #1817   expected=close    | predicted="Far."
+    [O] #1823   expected=close    | predicted="Close"
+    [O] #1824   expected=close    | predicted="Close"
+    [X] #1825   expected=close    | predicted="Far"
+    [O] #1833   expected=close    | predicted="Close"
+    [O] #1843   expected=close    | predicted="Close"
+    [O] #1844   expected=close    | predicted="Close"
+    [O] #1860   expected=close    | predicted="Close"
+    [O] #1865   expected=close    | predicted="Close."
+    [O] #1871   expected=close    | predicted="Close"
+    [O] #1872   expected=close    | predicted="Close"
+    [O] #1879   expected=close    | predicted="Close"
+    [O] #1881   expected=close    | predicted="Close"
+    [X] #1887   expected=close    | predicted="Far."
+    [X] #1890   expected=close    | predicted="Far"
+    [X] #1898   expected=close    | predicted="Far"
+    [O] #1900   expected=close    | predicted="Close"
+    [X] #1901   expected=close    | predicted="Far."
+    [O] #1902   expected=close    | predicted="Close"
+    [X] #1914   expected=close    | predicted="Far."
+    [X] #1927   expected=close    | predicted="Far."
+    [X] #1935   expected=close    | predicted="Far"
+    [O] #1944   expected=close    | predicted="Close"
+    [O] #1949   expected=close    | predicted="Close"
+    [X] #1951   expected=close    | predicted="Far"
+    [O] #1963   expected=close    | predicted="Close"
+    [X] #1979   expected=close    | predicted="Far"
+    [O] #1980   expected=close    | predicted="Close"
+    [O] #1984   expected=close    | predicted="Close"
+    [O] #1994   expected=close    | predicted="Close"
+    [O] #2004   expected=close    | predicted="Close"
+    [O] #2005   expected=close    | predicted="Close"
+    [X] #2006   expected=close    | predicted="Far"
+    [O] #2009   expected=close    | predicted="Close"
+    [O] #2012   expected=close    | predicted="Close."
+    [O] #2015   expected=close    | predicted="Close"
+    [O] #2022   expected=close    | predicted="Close"
+    [O] #2031   expected=close    | predicted="Close"
+    [O] #2056   expected=close    | predicted="Close."
+    [O] #2060   expected=close    | predicted="Close"
+    [O] #2062   expected=close    | predicted="Close"
+    [O] #2069   expected=close    | predicted="Close"
+    [X] #2073   expected=close    | predicted="Far"
+    [X] #2079   expected=close    | predicted="Far"
+    [O] #2082   expected=close    | predicted="Close"
+    [O] #2085   expected=close    | predicted="Close"
+    [O] #2095   expected=close    | predicted="Close"
+    [O] #2096   expected=close    | predicted="Close"
+    [O] #2108   expected=close    | predicted="Close"
+    [X] #2110   expected=close    | predicted="Far."
+    [O] #2111   expected=close    | predicted="Close"
+    [O] #2138   expected=close    | predicted="Close"
+    [X] #2148   expected=close    | predicted="Far."
+    [O] #2155   expected=close    | predicted="Close"
+    [X] #2170   expected=close    | predicted="Far"
+    [O] #2175   expected=close    | predicted="Close"
+    [O] #2183   expected=close    | predicted="Close"
+    [O] #2184   expected=close    | predicted="Close"
+    [X] #2186   expected=close    | predicted="Far"
+    [O] #2193   expected=close    | predicted="Close"
+    [X] #2194   expected=close    | predicted="Far."
+    [X] #2203   expected=close    | predicted="Far."
+    [O] #2235   expected=close    | predicted="Close"
+    [O] #2249   expected=close    | predicted="Close"
+    [O] #2262   expected=close    | predicted="Close"
+    [X] #2271   expected=close    | predicted="Far."
+    [O] #2276   expected=close    | predicted="Close"
+    [O] #2284   expected=close    | predicted="Close"
+    [O] #2295   expected=close    | predicted="Close"
+    [O] #2296   expected=close    | predicted="Close"
+    [O] #2314   expected=close    | predicted="Close"
+    [X] #2315   expected=close    | predicted="Far."
+    [O] #2321   expected=close    | predicted="Close"
+    [X] #2329   expected=close    | predicted="Far"
+    [O] #2332   expected=close    | predicted="Close"
+    [O] #2335   expected=close    | predicted="Close"
+    [X] #2338   expected=close    | predicted="Far"
+    [O] #2345   expected=close    | predicted="Close"
+    [X] #2350   expected=close    | predicted="Far."
+    [X] #2351   expected=close    | predicted="Far"
+    [O] #2371   expected=close    | predicted="Close"
+    [O] #2374   expected=close    | predicted="Close"
+    [O] #2375   expected=close    | predicted="Close"
+    [O] #2385   expected=close    | predicted="Close"
+    [X] #2393   expected=close    | predicted="Far"
+    [X] #2397   expected=close    | predicted="Far."
+    [X] #2403   expected=close    | predicted="Far"
+    [O] #2411   expected=close    | predicted="Close"
+    [O] #2414   expected=close    | predicted="Close"
+    [O] #2419   expected=close    | predicted="Close."
+    [O] #2420   expected=close    | predicted="Close"
+    [O] #2421   expected=close    | predicted="Close"
+    [O] #2422   expected=close    | predicted="Close"
+    [O] #2427   expected=close    | predicted="Close"
+    [X] #2429   expected=close    | predicted="Far"
+    [O] #2439   expected=close    | predicted="Close"
+    [O] #2441   expected=close    | predicted="Close"
+    [O] #2455   expected=close    | predicted="Close"
+    [O] #2456   expected=close    | predicted="Close"
+    [O] #2460   expected=close    | predicted="Close"
+    [O] #2465   expected=close    | predicted="Close"
+    [O] #2484   expected=close    | predicted="Close"
+    [O] #2487   expected=close    | predicted="Close"
+    [O] #2490   expected=close    | predicted="Close"
+    [O] #2494   expected=close    | predicted="Close"
+    [O] #2495   expected=close    | predicted="Close"
+    [O] #2497   expected=close    | predicted="Close"
+    [O] #2504   expected=close    | predicted="Close"
+    [X] #2508   expected=close    | predicted="Far"
+    [O] #2513   expected=close    | predicted="Close"
+    [O] #2514   expected=close    | predicted="Close."
+    [O] #2517   expected=close    | predicted="Close"
+    [O] #2522   expected=close    | predicted="Close"
+    [O] #2524   expected=close    | predicted="Close"
+    [O] #2535   expected=close    | predicted="Close"
+    [O] #2536   expected=close    | predicted="Close"
+    [O] #2550   expected=close    | predicted="Close"
+    [O] #2555   expected=close    | predicted="Close"
+    [O] #2559   expected=close    | predicted="Close"
+    [O] #2562   expected=close    | predicted="Close"
+    [O] #2571   expected=close    | predicted="Close"
+    [O] #2574   expected=close    | predicted="Close"
+    [O] #2576   expected=close    | predicted="Close"
+    [O] #2582   expected=close    | predicted="Close"
+    [O] #2584   expected=close    | predicted="Close"
+    [O] #2585   expected=close    | predicted="Close"
+    [O] #2618   expected=close    | predicted="Close."
+    [O] #2623   expected=close    | predicted="Close"
+    [O] #2630   expected=close    | predicted="Close"
+    [O] #2634   expected=close    | predicted="Close"
+    [O] #2648   expected=close    | predicted="Close"
+    [O] #2655   expected=close    | predicted="Close"
+    [O] #2657   expected=close    | predicted="Close"
+    [O] #2659   expected=close    | predicted="Close"
+    [O] #2663   expected=close    | predicted="Close"
+    [O] #2666   expected=close    | predicted="Close"
+    [O] #2667   expected=close    | predicted="Close"
+    [O] #2669   expected=close    | predicted="Close"
+    [O] #2672   expected=close    | predicted="Close"
+
  close:  74%|███████▍  | 455/612 [02:47<02:35,  1.01it/s]
  close:  75%|███████▍  | 456/612 [02:47<02:25,  1.07it/s]
                                                          

  close:  75%|███████▍  | 456/612 [02:48<02:25,  1.07it/s]
  close:  75%|███████▍  | 457/612 [02:48<02:36,  1.01s/it]
                                                          

  close:  75%|███████▍  | 457/612 [02:49<02:36,  1.01s/it]
  close:  75%|███████▍  | 458/612 [02:49<02:36,  1.02s/it]
                                                          

  close:  75%|███████▍  | 458/612 [02:50<02:36,  1.02s/it]
  close:  75%|███████▌  | 459/612 [02:50<02:39,  1.04s/it]
                                                          

  close:  75%|███████▌  | 459/612 [02:51<02:39,  1.04s/it]
  close:  75%|███████▌  | 460/612 [02:51<02:34,  1.01s/it]
                                                          

  close:  75%|███████▌  | 460/612 [02:52<02:34,  1.01s/it]
  close:  75%|███████▌  | 461/612 [02:52<02:37,  1.04s/it]
                                                          

  close:  75%|███████▌  | 461/612 [02:54<02:37,  1.04s/it]
  close:  75%|███████▌  | 462/612 [02:54<02:46,  1.11s/it]
                                                          

  close:  75%|███████▌  | 462/612 [02:55<02:46,  1.11s/it]
  close:  76%|███████▌  | 463/612 [02:55<02:55,  1.18s/it]
                                                          

  close:  76%|███████▌  | 463/612 [02:56<02:55,  1.18s/it]
  close:  76%|███████▌  | 464/612 [02:56<02:39,  1.08s/it]
                                                          

  close:  76%|███████▌  | 464/612 [02:57<02:39,  1.08s/it]
  close:  76%|███████▌  | 465/612 [02:57<02:46,  1.13s/it]
                                                          

  close:  76%|███████▌  | 465/612 [02:58<02:46,  1.13s/it]
  close:  76%|███████▌  | 466/612 [02:58<02:42,  1.11s/it]
                                                          

  close:  76%|███████▌  | 466/612 [02:59<02:42,  1.11s/it]
  close:  76%|███████▋  | 467/612 [02:59<02:26,  1.01s/it]
                                                          

  close:  76%|███████▋  | 467/612 [03:00<02:26,  1.01s/it]
  close:  76%|███████▋  | 468/612 [03:00<02:18,  1.04it/s]
                                                          

  close:  76%|███████▋  | 468/612 [03:01<02:18,  1.04it/s]
  close:  77%|███████▋  | 469/612 [03:01<02:27,  1.03s/it]
                                                          

  close:  77%|███████▋  | 469/612 [03:02<02:27,  1.03s/it]
  close:  77%|███████▋  | 470/612 [03:02<02:34,  1.09s/it]
                                                          

  close:  77%|███████▋  | 470/612 [03:03<02:34,  1.09s/it]
  close:  77%|███████▋  | 471/612 [03:03<02:36,  1.11s/it]
                                                          

  close:  77%|███████▋  | 471/612 [03:04<02:36,  1.11s/it]
  close:  77%|███████▋  | 472/612 [03:04<02:23,  1.02s/it]
                                                          

  close:  77%|███████▋  | 472/612 [03:05<02:23,  1.02s/it]
  close:  77%|███████▋  | 473/612 [03:05<02:21,  1.02s/it]
                                                          

  close:  77%|███████▋  | 473/612 [03:06<02:21,  1.02s/it]
  close:  77%|███████▋  | 474/612 [03:06<01:58,  1.16it/s]
                                                          

  close:  77%|███████▋  | 474/612 [03:07<01:58,  1.16it/s]
  close:  78%|███████▊  | 475/612 [03:07<02:13,  1.03it/s]
                                                          

  close:  78%|███████▊  | 475/612 [03:08<02:13,  1.03it/s]
  close:  78%|███████▊  | 476/612 [03:08<02:19,  1.03s/it]
                                                          

  close:  78%|███████▊  | 476/612 [03:09<02:19,  1.03s/it]
  close:  78%|███████▊  | 477/612 [03:09<02:23,  1.06s/it]
                                                          

  close:  78%|███████▊  | 477/612 [03:10<02:23,  1.06s/it]
  close:  78%|███████▊  | 478/612 [03:10<02:26,  1.10s/it]
                                                          

  close:  78%|███████▊  | 478/612 [03:11<02:26,  1.10s/it]
  close:  78%|███████▊  | 479/612 [03:11<02:29,  1.13s/it]
                                                          

  close:  78%|███████▊  | 479/612 [03:13<02:29,  1.13s/it]
  close:  78%|███████▊  | 480/612 [03:13<02:25,  1.10s/it]
                                                          

  close:  78%|███████▊  | 480/612 [03:13<02:25,  1.10s/it]
  close:  79%|███████▊  | 481/612 [03:13<02:18,  1.06s/it]
                                                          

  close:  79%|███████▊  | 481/612 [03:15<02:18,  1.06s/it]
  close:  79%|███████▉  | 482/612 [03:15<02:19,  1.07s/it]
                                                          

  close:  79%|███████▉  | 482/612 [03:15<02:19,  1.07s/it]
  close:  79%|███████▉  | 483/612 [03:15<01:54,  1.13it/s]
                                                          

  close:  79%|███████▉  | 483/612 [03:16<01:54,  1.13it/s]
  close:  79%|███████▉  | 484/612 [03:16<01:48,  1.18it/s]
                                                          

  close:  79%|███████▉  | 484/612 [03:16<01:48,  1.18it/s]
  close:  79%|███████▉  | 485/612 [03:16<01:33,  1.37it/s]
                                                          

  close:  79%|███████▉  | 485/612 [03:17<01:33,  1.37it/s]
  close:  79%|███████▉  | 486/612 [03:17<01:40,  1.25it/s]
                                                          

  close:  79%|███████▉  | 486/612 [03:18<01:40,  1.25it/s]
  close:  80%|███████▉  | 487/612 [03:18<01:44,  1.20it/s]
                                                          

  close:  80%|███████▉  | 487/612 [03:19<01:44,  1.20it/s]
  close:  80%|███████▉  | 488/612 [03:19<01:53,  1.09it/s]
                                                          

  close:  80%|███████▉  | 488/612 [03:20<01:53,  1.09it/s]
  close:  80%|███████▉  | 489/612 [03:20<02:00,  1.02it/s]
                                                          

  close:  80%|███████▉  | 489/612 [03:22<02:00,  1.02it/s]
  close:  80%|████████  | 490/612 [03:22<02:10,  1.07s/it]
                                                          

  close:  80%|████████  | 490/612 [03:23<02:10,  1.07s/it]
  close:  80%|████████  | 491/612 [03:23<02:11,  1.09s/it]
                                                          

  close:  80%|████████  | 491/612 [03:24<02:11,  1.09s/it]
  close:  80%|████████  | 492/612 [03:24<02:13,  1.11s/it]
                                                          

  close:  80%|████████  | 492/612 [03:25<02:13,  1.11s/it]
  close:  81%|████████  | 493/612 [03:25<02:05,  1.05s/it]
                                                          

  close:  81%|████████  | 493/612 [03:26<02:05,  1.05s/it]
  close:  81%|████████  | 494/612 [03:26<01:54,  1.03it/s]
                                                          

  close:  81%|████████  | 494/612 [03:27<01:54,  1.03it/s]
  close:  81%|████████  | 495/612 [03:27<01:57,  1.00s/it]
                                                          

  close:  81%|████████  | 495/612 [03:28<01:57,  1.00s/it]
  close:  81%|████████  | 496/612 [03:28<02:03,  1.06s/it]
                                                          

  close:  81%|████████  | 496/612 [03:29<02:03,  1.06s/it]
  close:  81%|████████  | 497/612 [03:29<02:04,  1.08s/it]
                                                          

  close:  81%|████████  | 497/612 [03:30<02:04,  1.08s/it]
  close:  81%|████████▏ | 498/612 [03:30<02:07,  1.12s/it]
                                                          

  close:  81%|████████▏ | 498/612 [03:31<02:07,  1.12s/it]
  close:  82%|████████▏ | 499/612 [03:31<02:08,  1.14s/it]
                                                          

  close:  82%|████████▏ | 499/612 [03:32<02:08,  1.14s/it]
  close:  82%|████████▏ | 500/612 [03:32<01:55,  1.03s/it]
                                                          

  close:  82%|████████▏ | 500/612 [03:33<01:55,  1.03s/it]
  close:  82%|████████▏ | 501/612 [03:33<01:44,  1.06it/s]
                                                          

  close:  82%|████████▏ | 501/612 [03:34<01:44,  1.06it/s]
  close:  82%|████████▏ | 502/612 [03:34<01:42,  1.08it/s]
                                                          

  close:  82%|████████▏ | 502/612 [03:35<01:42,  1.08it/s]
  close:  82%|████████▏ | 503/612 [03:35<01:47,  1.02it/s]
                                                          

  close:  82%|████████▏ | 503/612 [03:36<01:47,  1.02it/s]
  close:  82%|████████▏ | 504/612 [03:36<01:46,  1.01it/s]
                                                          

  close:  82%|████████▏ | 504/612 [03:37<01:46,  1.01it/s]
  close:  83%|████████▎ | 505/612 [03:37<01:46,  1.00it/s]
                                                          

  close:  83%|████████▎ | 505/612 [03:38<01:46,  1.00it/s]
  close:  83%|████████▎ | 506/612 [03:38<01:53,  1.08s/it]
                                                          

  close:  83%|████████▎ | 506/612 [03:39<01:53,  1.08s/it]
  close:  83%|████████▎ | 507/612 [03:39<01:57,  1.12s/it]
                                                          

  close:  83%|████████▎ | 507/612 [03:40<01:57,  1.12s/it]
  close:  83%|████████▎ | 508/612 [03:40<01:45,  1.02s/it]
                                                          

  close:  83%|████████▎ | 508/612 [03:41<01:45,  1.02s/it]
  close:  83%|████████▎ | 509/612 [03:41<01:48,  1.05s/it]
                                                          

  close:  83%|████████▎ | 509/612 [03:42<01:48,  1.05s/it]
  close:  83%|████████▎ | 510/612 [03:42<01:45,  1.03s/it]
                                                          

  close:  83%|████████▎ | 510/612 [03:44<01:45,  1.03s/it]
  close:  83%|████████▎ | 511/612 [03:44<01:47,  1.07s/it]
                                                          

  close:  83%|████████▎ | 511/612 [03:45<01:47,  1.07s/it]
  close:  84%|████████▎ | 512/612 [03:45<01:44,  1.05s/it]
                                                          

  close:  84%|████████▎ | 512/612 [03:46<01:44,  1.05s/it]
  close:  84%|████████▍ | 513/612 [03:46<01:46,  1.07s/it]
                                                          

  close:  84%|████████▍ | 513/612 [03:47<01:46,  1.07s/it]
  close:  84%|████████▍ | 514/612 [03:47<01:47,  1.10s/it]
                                                          

  close:  84%|████████▍ | 514/612 [03:48<01:47,  1.10s/it]
  close:  84%|████████▍ | 515/612 [03:48<01:45,  1.09s/it]
                                                          

  close:  84%|████████▍ | 515/612 [03:49<01:45,  1.09s/it]
  close:  84%|████████▍ | 516/612 [03:49<01:34,  1.01it/s]
                                                          

  close:  84%|████████▍ | 516/612 [03:50<01:34,  1.01it/s]
  close:  84%|████████▍ | 517/612 [03:50<01:35,  1.01s/it]
                                                          

  close:  84%|████████▍ | 517/612 [03:51<01:35,  1.01s/it]
  close:  85%|████████▍ | 518/612 [03:51<01:36,  1.02s/it]
                                                          

  close:  85%|████████▍ | 518/612 [03:52<01:36,  1.02s/it]
  close:  85%|████████▍ | 519/612 [03:52<01:38,  1.06s/it]
                                                          

  close:  85%|████████▍ | 519/612 [03:52<01:38,  1.06s/it]
  close:  85%|████████▍ | 520/612 [03:52<01:20,  1.14it/s]
                                                          

  close:  85%|████████▍ | 520/612 [03:54<01:20,  1.14it/s]
  close:  85%|████████▌ | 521/612 [03:54<01:31,  1.01s/it]
                                                          

  close:  85%|████████▌ | 521/612 [03:55<01:31,  1.01s/it]
  close:  85%|████████▌ | 522/612 [03:55<01:36,  1.08s/it]
                                                          

  close:  85%|████████▌ | 522/612 [03:56<01:36,  1.08s/it]
  close:  85%|████████▌ | 523/612 [03:56<01:26,  1.02it/s]
                                                          

  close:  85%|████████▌ | 523/612 [03:57<01:26,  1.02it/s]
  close:  86%|████████▌ | 524/612 [03:57<01:25,  1.03it/s]
                                                          

  close:  86%|████████▌ | 524/612 [03:58<01:25,  1.03it/s]
  close:  86%|████████▌ | 525/612 [03:58<01:29,  1.03s/it]
                                                          

  close:  86%|████████▌ | 525/612 [03:59<01:29,  1.03s/it]
  close:  86%|████████▌ | 526/612 [03:59<01:28,  1.03s/it]
                                                          

  close:  86%|████████▌ | 526/612 [04:00<01:28,  1.03s/it]
  close:  86%|████████▌ | 527/612 [04:00<01:32,  1.09s/it]
                                                          

  close:  86%|████████▌ | 527/612 [04:01<01:32,  1.09s/it]
  close:  86%|████████▋ | 528/612 [04:01<01:25,  1.02s/it]
                                                          

  close:  86%|████████▋ | 528/612 [04:02<01:25,  1.02s/it]
  close:  86%|████████▋ | 529/612 [04:02<01:27,  1.06s/it]
                                                          

  close:  86%|████████▋ | 529/612 [04:03<01:27,  1.06s/it]
  close:  87%|████████▋ | 530/612 [04:03<01:31,  1.11s/it]
                                                          

  close:  87%|████████▋ | 530/612 [04:04<01:31,  1.11s/it]
  close:  87%|████████▋ | 531/612 [04:04<01:32,  1.15s/it]
                                                          

  close:  87%|████████▋ | 531/612 [04:06<01:32,  1.15s/it]
  close:  87%|████████▋ | 532/612 [04:06<01:33,  1.17s/it]
                                                          

  close:  87%|████████▋ | 532/612 [04:06<01:33,  1.17s/it]
  close:  87%|████████▋ | 533/612 [04:06<01:22,  1.05s/it]
                                                          

  close:  87%|████████▋ | 533/612 [04:08<01:22,  1.05s/it]
  close:  87%|████████▋ | 534/612 [04:08<01:25,  1.10s/it]
                                                          

  close:  87%|████████▋ | 534/612 [04:09<01:25,  1.10s/it]
  close:  87%|████████▋ | 535/612 [04:09<01:29,  1.16s/it]
                                                          

  close:  87%|████████▋ | 535/612 [04:10<01:29,  1.16s/it]
  close:  88%|████████▊ | 536/612 [04:10<01:31,  1.20s/it]
                                                          

  close:  88%|████████▊ | 536/612 [04:11<01:31,  1.20s/it]
  close:  88%|████████▊ | 537/612 [04:11<01:23,  1.11s/it]
                                                          

  close:  88%|████████▊ | 537/612 [04:12<01:23,  1.11s/it]
  close:  88%|████████▊ | 538/612 [04:12<01:24,  1.14s/it]
                                                          

  close:  88%|████████▊ | 538/612 [04:13<01:24,  1.14s/it]
  close:  88%|████████▊ | 539/612 [04:13<01:21,  1.12s/it]
                                                          

  close:  88%|████████▊ | 539/612 [04:15<01:21,  1.12s/it]
  close:  88%|████████▊ | 540/612 [04:15<01:24,  1.17s/it]
                                                          

  close:  88%|████████▊ | 540/612 [04:16<01:24,  1.17s/it]
  close:  88%|████████▊ | 541/612 [04:16<01:15,  1.06s/it]
                                                          

  close:  88%|████████▊ | 541/612 [04:17<01:15,  1.06s/it]
  close:  89%|████████▊ | 542/612 [04:17<01:16,  1.10s/it]
                                                          

  close:  89%|████████▊ | 542/612 [04:18<01:16,  1.10s/it]
  close:  89%|████████▊ | 543/612 [04:18<01:19,  1.15s/it]
                                                          

  close:  89%|████████▊ | 543/612 [04:19<01:19,  1.15s/it]
  close:  89%|████████▉ | 544/612 [04:19<01:11,  1.06s/it]
                                                          

  close:  89%|████████▉ | 544/612 [04:20<01:11,  1.06s/it]
  close:  89%|████████▉ | 545/612 [04:20<01:10,  1.05s/it]
                                                          

  close:  89%|████████▉ | 545/612 [04:21<01:10,  1.05s/it]
  close:  89%|████████▉ | 546/612 [04:21<01:11,  1.08s/it]
                                                          

  close:  89%|████████▉ | 546/612 [04:22<01:11,  1.08s/it]
  close:  89%|████████▉ | 547/612 [04:22<01:08,  1.05s/it]
                                                          

  close:  89%|████████▉ | 547/612 [04:23<01:08,  1.05s/it]
  close:  90%|████████▉ | 548/612 [04:23<01:09,  1.08s/it]
                                                          

  close:  90%|████████▉ | 548/612 [04:24<01:09,  1.08s/it]
  close:  90%|████████▉ | 549/612 [04:24<01:10,  1.12s/it]
                                                          

  close:  90%|████████▉ | 549/612 [04:25<01:10,  1.12s/it]
  close:  90%|████████▉ | 550/612 [04:25<01:08,  1.11s/it]
                                                          

  close:  90%|████████▉ | 550/612 [04:27<01:08,  1.11s/it]
  close:  90%|█████████ | 551/612 [04:27<01:07,  1.11s/it]
                                                          

  close:  90%|█████████ | 551/612 [04:28<01:07,  1.11s/it]
  close:  90%|█████████ | 552/612 [04:28<01:08,  1.14s/it]
                                                          

  close:  90%|█████████ | 552/612 [04:29<01:08,  1.14s/it]
  close:  90%|█████████ | 553/612 [04:29<01:04,  1.09s/it]
                                                          

  close:  90%|█████████ | 553/612 [04:30<01:04,  1.09s/it]
  close:  91%|█████████ | 554/612 [04:30<01:03,  1.10s/it]
                                                          

  close:  91%|█████████ | 554/612 [04:31<01:03,  1.10s/it]
  close:  91%|█████████ | 555/612 [04:31<01:03,  1.12s/it]
                                                          

  close:  91%|█████████ | 555/612 [04:32<01:03,  1.12s/it]
  close:  91%|█████████ | 556/612 [04:32<01:04,  1.15s/it]
                                                          

  close:  91%|█████████ | 556/612 [04:34<01:04,  1.15s/it]
  close:  91%|█████████ | 557/612 [04:34<01:04,  1.17s/it]
                                                          

  close:  91%|█████████ | 557/612 [04:35<01:04,  1.17s/it]
  close:  91%|█████████ | 558/612 [04:35<01:05,  1.21s/it]
                                                          

  close:  91%|█████████ | 558/612 [04:36<01:05,  1.21s/it]
  close:  91%|█████████▏| 559/612 [04:36<00:56,  1.07s/it]
                                                          

  close:  91%|█████████▏| 559/612 [04:37<00:56,  1.07s/it]
  close:  92%|█████████▏| 560/612 [04:37<00:55,  1.07s/it]
                                                          

  close:  92%|█████████▏| 560/612 [04:37<00:55,  1.07s/it]
  close:  92%|█████████▏| 561/612 [04:37<00:51,  1.00s/it]
                                                          

  close:  92%|█████████▏| 561/612 [04:39<00:51,  1.00s/it]
  close:  92%|█████████▏| 562/612 [04:39<00:53,  1.07s/it]
                                                          

  close:  92%|█████████▏| 562/612 [04:39<00:53,  1.07s/it]
  close:  92%|█████████▏| 563/612 [04:39<00:47,  1.02it/s]
                                                          

  close:  92%|█████████▏| 563/612 [04:40<00:47,  1.02it/s]
  close:  92%|█████████▏| 564/612 [04:40<00:39,  1.20it/s]
                                                          

  close:  92%|█████████▏| 564/612 [04:41<00:39,  1.20it/s]
  close:  92%|█████████▏| 565/612 [04:41<00:42,  1.11it/s]
                                                          

  close:  92%|█████████▏| 565/612 [04:42<00:42,  1.11it/s]
  close:  92%|█████████▏| 566/612 [04:42<00:44,  1.03it/s]
                                                          

  close:  92%|█████████▏| 566/612 [04:43<00:44,  1.03it/s]
  close:  93%|█████████▎| 567/612 [04:43<00:42,  1.07it/s]
                                                          

  close:  93%|█████████▎| 567/612 [04:44<00:42,  1.07it/s]
  close:  93%|█████████▎| 568/612 [04:44<00:44,  1.01s/it]
                                                          

  close:  93%|█████████▎| 568/612 [04:45<00:44,  1.01s/it]
  close:  93%|█████████▎| 569/612 [04:45<00:46,  1.07s/it]
                                                          

  close:  93%|█████████▎| 569/612 [04:46<00:46,  1.07s/it]
  close:  93%|█████████▎| 570/612 [04:46<00:37,  1.11it/s]
                                                          

  close:  93%|█████████▎| 570/612 [04:47<00:37,  1.11it/s]
  close:  93%|█████████▎| 571/612 [04:47<00:41,  1.00s/it]
                                                          

  close:  93%|█████████▎| 571/612 [04:48<00:41,  1.00s/it]
  close:  93%|█████████▎| 572/612 [04:48<00:40,  1.01s/it]
                                                          

  close:  93%|█████████▎| 572/612 [04:49<00:40,  1.01s/it]
  close:  94%|█████████▎| 573/612 [04:49<00:42,  1.08s/it]
                                                          

  close:  94%|█████████▎| 573/612 [04:50<00:42,  1.08s/it]
  close:  94%|█████████▍| 574/612 [04:50<00:41,  1.08s/it]
                                                          

  close:  94%|█████████▍| 574/612 [04:52<00:41,  1.08s/it]
  close:  94%|█████████▍| 575/612 [04:52<00:39,  1.08s/it]
                                                          

  close:  94%|█████████▍| 575/612 [04:52<00:39,  1.08s/it]
  close:  94%|█████████▍| 576/612 [04:52<00:35,  1.02it/s]
                                                          

  close:  94%|█████████▍| 576/612 [04:53<00:35,  1.02it/s]
  close:  94%|█████████▍| 577/612 [04:53<00:31,  1.10it/s]
                                                          

  close:  94%|█████████▍| 577/612 [04:54<00:31,  1.10it/s]
  close:  94%|█████████▍| 578/612 [04:54<00:31,  1.08it/s]
                                                          

  close:  94%|█████████▍| 578/612 [04:55<00:31,  1.08it/s]
  close:  95%|█████████▍| 579/612 [04:55<00:26,  1.26it/s]
                                                          

  close:  95%|█████████▍| 579/612 [04:56<00:26,  1.26it/s]
  close:  95%|█████████▍| 580/612 [04:56<00:28,  1.13it/s]
                                                          

  close:  95%|█████████▍| 580/612 [04:57<00:28,  1.13it/s]
  close:  95%|█████████▍| 581/612 [04:57<00:28,  1.09it/s]
                                                          

  close:  95%|█████████▍| 581/612 [04:57<00:28,  1.09it/s]
  close:  95%|█████████▌| 582/612 [04:57<00:26,  1.15it/s]
                                                          

  close:  95%|█████████▌| 582/612 [04:58<00:26,  1.15it/s]
  close:  95%|█████████▌| 583/612 [04:58<00:26,  1.10it/s]
                                                          

  close:  95%|█████████▌| 583/612 [05:00<00:26,  1.10it/s]
  close:  95%|█████████▌| 584/612 [05:00<00:27,  1.00it/s]
                                                          

  close:  95%|█████████▌| 584/612 [05:01<00:27,  1.00it/s]
  close:  96%|█████████▌| 585/612 [05:01<00:28,  1.06s/it]
                                                          

  close:  96%|█████████▌| 585/612 [05:02<00:28,  1.06s/it]
  close:  96%|█████████▌| 586/612 [05:02<00:26,  1.00s/it]
                                                          

  close:  96%|█████████▌| 586/612 [05:02<00:26,  1.00s/it]
  close:  96%|█████████▌| 587/612 [05:02<00:23,  1.05it/s]
                                                          

  close:  96%|█████████▌| 587/612 [05:04<00:23,  1.05it/s]
  close:  96%|█████████▌| 588/612 [05:04<00:23,  1.01it/s]
                                                          

  close:  96%|█████████▌| 588/612 [05:05<00:23,  1.01it/s]
  close:  96%|█████████▌| 589/612 [05:05<00:23,  1.04s/it]
                                                          

  close:  96%|█████████▌| 589/612 [05:06<00:23,  1.04s/it]
  close:  96%|█████████▋| 590/612 [05:06<00:23,  1.08s/it]
                                                          

  close:  96%|█████████▋| 590/612 [05:07<00:23,  1.08s/it]
  close:  97%|█████████▋| 591/612 [05:07<00:21,  1.01s/it]
                                                          

  close:  97%|█████████▋| 591/612 [05:08<00:21,  1.01s/it]
  close:  97%|█████████▋| 592/612 [05:08<00:18,  1.06it/s]
                                                          

  close:  97%|█████████▋| 592/612 [05:09<00:18,  1.06it/s]
  close:  97%|█████████▋| 593/612 [05:09<00:19,  1.01s/it]
                                                          

  close:  97%|█████████▋| 593/612 [05:10<00:19,  1.01s/it]
  close:  97%|█████████▋| 594/612 [05:10<00:18,  1.05s/it]
                                                          

  close:  97%|█████████▋| 594/612 [05:11<00:18,  1.05s/it]
  close:  97%|█████████▋| 595/612 [05:11<00:16,  1.01it/s]
                                                          

  close:  97%|█████████▋| 595/612 [05:12<00:16,  1.01it/s]
  close:  97%|█████████▋| 596/612 [05:12<00:16,  1.06s/it]
                                                          

  close:  97%|█████████▋| 596/612 [05:13<00:16,  1.06s/it]
  close:  98%|█████████▊| 597/612 [05:13<00:15,  1.01s/it]
                                                          

  close:  98%|█████████▊| 597/612 [05:14<00:15,  1.01s/it]
  close:  98%|█████████▊| 598/612 [05:14<00:14,  1.01s/it]
                                                          

  close:  98%|█████████▊| 598/612 [05:15<00:14,  1.01s/it]
  close:  98%|█████████▊| 599/612 [05:15<00:13,  1.05s/it]
                                                          

  close:  98%|█████████▊| 599/612 [05:16<00:13,  1.05s/it]
  close:  98%|█████████▊| 600/612 [05:16<00:11,  1.01it/s]
                                                          

  close:  98%|█████████▊| 600/612 [05:17<00:11,  1.01it/s]
  close:  98%|█████████▊| 601/612 [05:17<00:11,  1.04s/it]
                                                          

  close:  98%|█████████▊| 601/612 [05:18<00:11,  1.04s/it]
  close:  98%|█████████▊| 602/612 [05:18<00:10,  1.06s/it]
                                                          

  close:  98%|█████████▊| 602/612 [05:19<00:10,  1.06s/it]
  close:  99%|█████████▊| 603/612 [05:19<00:08,  1.05it/s]
                                                          

  close:  99%|█████████▊| 603/612 [05:20<00:08,  1.05it/s]
  close:  99%|█████████▊| 604/612 [05:20<00:07,  1.10it/s]
                                                          

  close:  99%|█████████▊| 604/612 [05:21<00:07,  1.10it/s]
  close:  99%|█████████▉| 605/612 [05:21<00:07,  1.00s/it]
                                                          

  close:  99%|█████████▉| 605/612 [05:22<00:07,  1.00s/it]
  close:  99%|█████████▉| 606/612 [05:22<00:06,  1.05s/it]
                                                          
    [O] #2684   expected=close    | predicted="Close"
+    [O] #2698   expected=close    | predicted="Close"
+    [O] #2707   expected=close    | predicted="Close"
+    [O] #2711   expected=close    | predicted="Close"
+    [O] #2713   expected=close    | predicted="Close"
+    [O] #2716   expected=close    | predicted="Close"
+    [O] #2727   expected=close    | predicted="Close"
+    [O] #2741   expected=close    | predicted="Close"
+    [O] #2750   expected=close    | predicted="Close"
+    [O] #2752   expected=close    | predicted="Close"
+    [O] #2756   expected=close    | predicted="Close"
+    [O] #2759   expected=close    | predicted="Close"
+    [O] #2760   expected=close    | predicted="Close"
+    [O] #2763   expected=close    | predicted="Close"
+    [O] #2764   expected=close    | predicted="Close"
+    [O] #2774   expected=close    | predicted="Close"
+    [O] #2778   expected=close    | predicted="Close"
+    [O] #2783   expected=close    | predicted="Close"
+    [O] #2789   expected=close    | predicted="Close"
+    [O] #2790   expected=close    | predicted="Close"
+    [O] #2791   expected=close    | predicted="Close"
+    [O] #2793   expected=close    | predicted="Close"
+    [O] #2794   expected=close    | predicted="Close"
+    [O] #2801   expected=close    | predicted="Close"
+    [X] #2803   expected=close    | predicted="Far"
+    [O] #2813   expected=close    | predicted="Close"
+    [O] #2814   expected=close    | predicted="Close"
+    [O] #2815   expected=close    | predicted="Close"
+    [O] #2829   expected=close    | predicted="Close"
+    [O] #2843   expected=close    | predicted="Close"
+    [O] #2847   expected=close    | predicted="Close"
+    [O] #2848   expected=close    | predicted="Close"
+    [O] #2849   expected=close    | predicted="Close"
+    [O] #2851   expected=close    | predicted="Close"
+    [O] #2853   expected=close    | predicted="Close"
+    [O] #2859   expected=close    | predicted="Close"
+    [O] #2866   expected=close    | predicted="Close"
+    [O] #2868   expected=close    | predicted="Close"
+    [O] #2869   expected=close    | predicted="Close"
+    [O] #2870   expected=close    | predicted="Close"
+    [O] #2879   expected=close    | predicted="Close"
+    [O] #2881   expected=close    | predicted="Close"
+    [O] #2882   expected=close    | predicted="Close"
+    [O] #2883   expected=close    | predicted="Close"
+    [O] #2887   expected=close    | predicted="Close"
+    [O] #2896   expected=close    | predicted="Close"
+    [O] #2897   expected=close    | predicted="Close"
+    [O] #2907   expected=close    | predicted="Close"
+    [O] #2912   expected=close    | predicted="Close"
+    [O] #2930   expected=close    | predicted="Close"
+    [O] #2941   expected=close    | predicted="Close"
+    [O] #2964   expected=close    | predicted="Close"
+    [O] #2993   expected=close    | predicted="Close"
+    [O] #2998   expected=close    | predicted="Close"
+    [O] #3000   expected=close    | predicted="Close"
+    [O] #3003   expected=close    | predicted="Close"
+    [O] #3009   expected=close    | predicted="Close"
+    [O] #3010   expected=close    | predicted="Close"
+    [O] #3011   expected=close    | predicted="Close."
+    [O] #3015   expected=close    | predicted="Close"
+    [O] #3021   expected=close    | predicted="Close"
+    [O] #3040   expected=close    | predicted="Close"
+    [X] #3069   expected=close    | predicted="Far"
+    [O] #3073   expected=close    | predicted="Close"
+    [O] #3081   expected=close    | predicted="Close"
+    [O] #3089   expected=close    | predicted="Close"
+    [O] #3096   expected=close    | predicted="Close"
+    [O] #3098   expected=close    | predicted="Close"
+    [O] #3104   expected=close    | predicted="Close"
+    [O] #3108   expected=close    | predicted="Close"
+    [O] #3117   expected=close    | predicted="Close"
+    [O] #3118   expected=close    | predicted="Close"
+    [O] #3121   expected=close    | predicted="Close"
+    [X] #3122   expected=close    | predicted="Far"
+    [O] #3135   expected=close    | predicted="Close"
+    [O] #3148   expected=close    | predicted="Close"
+    [O] #3156   expected=close    | predicted="Close"
+    [O] #3158   expected=close    | predicted="Close"
+    [O] #3159   expected=close    | predicted="Close"
+    [O] #3160   expected=close    | predicted="Close"
+    [O] #3162   expected=close    | predicted="Close"
+    [O] #3191   expected=close    | predicted="Close"
+    [O] #3199   expected=close    | predicted="Close"
+    [O] #3211   expected=close    | predicted="Close"
+    [O] #3214   expected=close    | predicted="Close"
+    [O] #3220   expected=close    | predicted="Close"
+    [O] #3222   expected=close    | predicted="Close"
+    [O] #3225   expected=close    | predicted="Close"
+    [O] #3233   expected=close    | predicted="Close"
+    [O] #3239   expected=close    | predicted="Close"
+    [O] #3254   expected=close    | predicted="Close"
+    [O] #3259   expected=close    | predicted="Close"
+    [O] #3269   expected=close    | predicted="Close"
+    [O] #3274   expected=close    | predicted="Close"
+    [O] #3276   expected=close    | predicted="Close"
+    [O] #3291   expected=close    | predicted="Close"
+    [O] #3300   expected=close    | predicted="Close."
+    [O] #3311   expected=close    | predicted="Close"
+    [O] #3313   expected=close    | predicted="Close"
+    [O] #3331   expected=close    | predicted="Close"
+    [O] #3338   expected=close    | predicted="Close"
+    [O] #3340   expected=close    | predicted="Close"
+    [O] #3343   expected=close    | predicted="Close"
+    [O] #3354   expected=close    | predicted="Close"
+    [O] #3358   expected=close    | predicted="Close"
+    [O] #3359   expected=close    | predicted="Close"
+    [O] #3368   expected=close    | predicted="Close"
+    [O] #3378   expected=close    | predicted="Close"
+    [O] #3381   expected=close    | predicted="Close"
+    [O] #3402   expected=close    | predicted="Close"
+    [O] #3406   expected=close    | predicted="Close"
+    [O] #3407   expected=close    | predicted="Close"
+    [O] #3411   expected=close    | predicted="Close"
+    [O] #3419   expected=close    | predicted="Close"
+    [O] #3429   expected=close    | predicted="Close"
+    [O] #3431   expected=close    | predicted="Close"
+    [O] #3432   expected=close    | predicted="Close"
+    [O] #3439   expected=close    | predicted="Close."
+    [O] #3440   expected=close    | predicted="Close"
+    [O] #3452   expected=close    | predicted="Close"
+    [O] #3455   expected=close    | predicted="Close"
+    [O] #3458   expected=close    | predicted="Close"
+    [O] #3461   expected=close    | predicted="Close"
+    [O] #3478   expected=close    | predicted="Close"
+    [O] #3482   expected=close    | predicted="Close"
+    [O] #3492   expected=close    | predicted="Close"
+    [O] #3496   expected=close    | predicted="Close"
+    [O] #3497   expected=close    | predicted="Close"
+    [O] #3498   expected=close    | predicted="Close"
+    [O] #3500   expected=close    | predicted="Close"
+    [X] #3502   expected=close    | predicted="Far"
+    [O] #3506   expected=close    | predicted="Close"
+    [O] #3511   expected=close    | predicted="Close"
+    [O] #3518   expected=close    | predicted="Close"
+    [O] #3521   expected=close    | predicted="Close"
+    [O] #3524   expected=close    | predicted="Close"
+    [O] #3535   expected=close    | predicted="Close"
+    [O] #3548   expected=close    | predicted="Close"
+    [O] #3552   expected=close    | predicted="Close"
+    [O] #3556   expected=close    | predicted="Close"
+    [O] #3561   expected=close    | predicted="Close"
+    [O] #3567   expected=close    | predicted="Close"
+    [O] #3575   expected=close    | predicted="Close"
+    [O] #3577   expected=close    | predicted="Close"
+    [O] #3583   expected=close    | predicted="Close"
+    [O] #3597   expected=close    | predicted="Close"
+    [O] #3599   expected=close    | predicted="Close"
+    [O] #3601   expected=close    | predicted="Close"
+    [O] #3602   expected=close    | predicted="Close"
+    [O] #3607   expected=close    | predicted="Close"
+    [O] #3615   expected=close    | predicted="Close"
+
  close:  99%|█████████▉| 606/612 [05:23<00:06,  1.05s/it]
  close:  99%|█████████▉| 607/612 [05:23<00:04,  1.02it/s]
                                                          

  close:  99%|█████████▉| 607/612 [05:24<00:04,  1.02it/s]
  close:  99%|█████████▉| 608/612 [05:24<00:04,  1.04s/it]
                                                          

  close:  99%|█████████▉| 608/612 [05:25<00:04,  1.04s/it]
  close: 100%|█████████▉| 609/612 [05:25<00:03,  1.03s/it]
                                                          

  close: 100%|█████████▉| 609/612 [05:26<00:03,  1.03s/it]
  close: 100%|█████████▉| 610/612 [05:26<00:02,  1.06s/it]
                                                          

  close: 100%|█████████▉| 610/612 [05:27<00:02,  1.06s/it]
  close: 100%|█████████▉| 611/612 [05:27<00:00,  1.03it/s]
                                                          

  close: 100%|█████████▉| 611/612 [05:28<00:00,  1.03it/s]
  close: 100%|██████████| 612/612 [05:28<00:00,  1.00s/it]
  close: 100%|██████████| 612/612 [05:28<00:00,  1.86it/s]
+2026-02-16 05:44:12,565 - INFO -   close: 612/612 extracted | correct=534, incorrect=78, accuracy=87.3%
+2026-02-16 05:44:12,567 - INFO - 
+  === Category Accuracy Summary ===
+2026-02-16 05:44:12,567 - INFO -       left:  577/616  =  93.7%
+2026-02-16 05:44:12,567 - INFO -      right:  552/620  =  89.0%
+2026-02-16 05:44:12,567 - INFO -      above:  224/596  =  37.6%
+2026-02-16 05:44:12,567 - INFO -      under:  594/602  =  98.7%
+2026-02-16 05:44:12,567 - INFO -        far:  102/594  =  17.2%
+2026-02-16 05:44:12,568 - INFO -      close:  534/612  =  87.3%
+2026-02-16 05:44:12,568 - INFO -      TOTAL: 2583/3640 =  71.0%
+2026-02-16 05:44:12,568 - INFO -   ================================
+
+2026-02-16 05:44:12,587 - INFO - Saved 3640 per-sample predictions to /data/shared/Qwen/experiments/correct_filter/results/nvila/accuracy/predictions_vanilla.csv
+2026-02-16 05:44:13,265 - INFO - Saved 3640 per-sample norms to /data/shared/Qwen/experiments/correct_filter/results/nvila/accuracy/norms_vanilla.csv
+2026-02-16 05:44:13,272 - INFO - 
+  Accuracy for vanilla: 71.0%
+2026-02-16 05:44:13,273 - INFO -     left: 577/616 = 93.7%
+2026-02-16 05:44:13,273 - INFO -     right: 552/620 = 89.0%
+2026-02-16 05:44:13,273 - INFO -     above: 224/596 = 37.6%
+2026-02-16 05:44:13,273 - INFO -     under: 594/602 = 98.7%
+2026-02-16 05:44:13,273 - INFO -     far: 102/594 = 17.2%
+2026-02-16 05:44:13,273 - INFO -     close: 534/612 = 87.3%
+2026-02-16 05:44:13,273 - INFO - 
+--- Phase B: All-samples similarity (all layers) ---
+2026-02-16 05:44:14,244 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/all_samples/heatmap_vanilla_L0.png
+2026-02-16 05:44:14,913 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/all_samples/heatmap_vanilla_L6.png
+2026-02-16 05:44:15,580 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/all_samples/heatmap_vanilla_L13.png
+2026-02-16 05:44:16,254 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/all_samples/heatmap_vanilla_L20.png
+2026-02-16 05:44:16,916 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/all_samples/heatmap_vanilla_L27.png
+2026-02-16 05:44:18,324 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/all_samples/trajectory_vanilla.png
+2026-02-16 05:44:18,324 - INFO - 
+--- Phase C: Balanced sampling ---
+2026-02-16 05:44:18,326 - INFO -   Correct group: 100 samples/category
+2026-02-16 05:44:18,326 - INFO -   Incorrect group: 8 samples/category
+2026-02-16 05:44:18,326 - INFO - 
+--- Processing correct-only (n=100) ---
+2026-02-16 05:44:19,078 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/correct_only/heatmap_vanilla_L0.png
+2026-02-16 05:44:19,743 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/correct_only/heatmap_vanilla_L6.png
+2026-02-16 05:44:20,417 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/correct_only/heatmap_vanilla_L13.png
+2026-02-16 05:44:21,103 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/correct_only/heatmap_vanilla_L20.png
+2026-02-16 05:44:21,777 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/correct_only/heatmap_vanilla_L27.png
+2026-02-16 05:44:23,665 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/correct_only/trajectory_vanilla.png
+2026-02-16 05:44:23,666 - INFO - 
+--- Processing incorrect-only (n=8) ---
+2026-02-16 05:44:24,371 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/incorrect_only/heatmap_vanilla_L0.png
+2026-02-16 05:44:25,068 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/incorrect_only/heatmap_vanilla_L6.png
+2026-02-16 05:44:25,741 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/incorrect_only/heatmap_vanilla_L13.png
+2026-02-16 05:44:26,414 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/incorrect_only/heatmap_vanilla_L20.png
+2026-02-16 05:44:27,073 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/incorrect_only/heatmap_vanilla_L27.png
+2026-02-16 05:44:28,487 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/incorrect_only/trajectory_vanilla.png
+2026-02-16 05:44:30,395 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_all_vanilla.png
+2026-02-16 05:44:32,279 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_incorrect_vanilla.png
+2026-02-16 05:44:34,228 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_all_vanilla.png
+2026-02-16 05:44:34,906 - INFO - Saved accuracy chart: /data/shared/Qwen/experiments/correct_filter/results/nvila/accuracy/accuracy_chart.png
+2026-02-16 05:44:35,902 - INFO - Saved ablation summary: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/ablation_summary.png
+2026-02-16 05:44:35,906 - INFO - 
+============================================================
+2026-02-16 05:44:35,907 - INFO - === Analysis Complete ===
+2026-02-16 05:44:35,907 - INFO - Results saved to: /data/shared/Qwen/experiments/correct_filter/results/nvila
+2026-02-16 05:44:35,907 - INFO - ============================================================
+    [O] #3619   expected=close    | predicted="Close"
+    [O] #3622   expected=close    | predicted="Close"
+    [O] #3630   expected=close    | predicted="Close"
+    [O] #3633   expected=close    | predicted="Close"
+    [O] #3635   expected=close    | predicted="Close"
+    [O] #3637   expected=close    | predicted="Close"
diff --git a/correct_filter/logs/nvila_refspatial/merge.log b/correct_filter/logs/nvila_refspatial/merge.log
new file mode 100644
index 0000000000000000000000000000000000000000..effa3073f1d173575f3f409714ca8fb130f19a2e
--- /dev/null
+++ b/correct_filter/logs/nvila_refspatial/merge.log
@@ -0,0 +1,53 @@
+2026-02-19 17:30:01,742 - INFO - 
+=== MERGE MODE ===
+2026-02-19 17:30:01,785 - INFO -   Loaded correct-only CSVs for vanilla: 28 layers
+2026-02-19 17:30:01,820 - INFO -   Loaded incorrect-only CSVs for vanilla: 28 layers
+2026-02-19 17:30:01,854 - INFO -   Loaded all-samples CSVs for vanilla: 28 layers
+2026-02-19 17:30:01,889 - INFO -   Loaded correct-only CSVs for 80k: 28 layers
+2026-02-19 17:30:01,924 - INFO -   Loaded incorrect-only CSVs for 80k: 28 layers
+2026-02-19 17:30:01,958 - INFO -   Loaded all-samples CSVs for 80k: 28 layers
+2026-02-19 17:30:01,992 - INFO -   Loaded correct-only CSVs for 400k: 28 layers
+2026-02-19 17:30:02,026 - INFO -   Loaded incorrect-only CSVs for 400k: 28 layers
+2026-02-19 17:30:02,060 - INFO -   Loaded all-samples CSVs for 400k: 28 layers
+2026-02-19 17:30:02,095 - INFO -   Loaded correct-only CSVs for 800k: 28 layers
+2026-02-19 17:30:02,129 - INFO -   Loaded incorrect-only CSVs for 800k: 28 layers
+2026-02-19 17:30:02,164 - INFO -   Loaded all-samples CSVs for 800k: 28 layers
+2026-02-19 17:30:02,198 - INFO -   Loaded correct-only CSVs for 2m: 28 layers
+2026-02-19 17:30:02,232 - INFO -   Loaded incorrect-only CSVs for 2m: 28 layers
+2026-02-19 17:30:02,266 - INFO -   Loaded all-samples CSVs for 2m: 28 layers
+2026-02-19 17:30:02,301 - INFO -   Loaded correct-only CSVs for roborefer: 28 layers
+2026-02-19 17:30:02,337 - INFO -   Loaded all-samples CSVs for roborefer: 28 layers
+2026-02-19 17:30:02,337 - INFO - 
+--- Cross-scale comparison (correct-only) ---
+2026-02-19 17:30:04,019 - INFO - Saved cross-scale trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/cross_scale_correct_only.png
+2026-02-19 17:30:07,692 - INFO - Saved evolution heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/evolution_heatmap_correct_only.png
+2026-02-19 17:30:07,692 - INFO - 
+--- Cross-scale comparison (incorrect-only) ---
+2026-02-19 17:30:09,506 - INFO - Saved cross-scale trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/cross_scale_incorrect_only.png
+2026-02-19 17:30:13,079 - INFO - Saved evolution heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/evolution_heatmap_incorrect_only.png
+2026-02-19 17:30:13,080 - INFO - 
+--- Cross-scale comparison (all-samples) ---
+2026-02-19 17:30:14,631 - INFO - Saved cross-scale trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/cross_scale_all_samples.png
+2026-02-19 17:30:18,442 - INFO - Saved evolution heatmap: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/evolution_heatmap_all_samples.png
+2026-02-19 17:30:20,368 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_all_vanilla.png
+2026-02-19 17:30:22,510 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_incorrect_vanilla.png
+2026-02-19 17:30:24,592 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_all_vanilla.png
+2026-02-19 17:30:26,556 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_all_80k.png
+2026-02-19 17:30:28,503 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_incorrect_80k.png
+2026-02-19 17:30:30,709 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_all_80k.png
+2026-02-19 17:30:32,629 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_all_400k.png
+2026-02-19 17:30:34,562 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_incorrect_400k.png
+2026-02-19 17:30:36,746 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_all_400k.png
+2026-02-19 17:30:38,645 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_all_800k.png
+2026-02-19 17:30:40,555 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_incorrect_800k.png
+2026-02-19 17:30:42,566 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_all_800k.png
+2026-02-19 17:30:44,647 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_all_2m.png
+2026-02-19 17:30:46,536 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_incorrect_2m.png
+2026-02-19 17:30:48,465 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_all_2m.png
+2026-02-19 17:30:50,307 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_correct_all_roborefer.png
+2026-02-19 17:30:52,411 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/overlay_all_roborefer.png
+2026-02-19 17:30:53,498 - INFO - Saved accuracy chart: /data/shared/Qwen/experiments/correct_filter/results/nvila/accuracy/accuracy_chart.png
+2026-02-19 17:30:54,682 - INFO - Saved ablation summary: /data/shared/Qwen/experiments/correct_filter/results/nvila/comparison/ablation_summary.png
+2026-02-19 17:30:54,682 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/correct_filter/results/nvila
diff --git a/correct_filter/logs/qwen/800k.log b/correct_filter/logs/qwen/800k.log
new file mode 100644
index 0000000000000000000000000000000000000000..4d5433db1a8e11a6f21dc973bf220d33f648cbf3
--- /dev/null
+++ b/correct_filter/logs/qwen/800k.log
@@ -0,0 +1,3736 @@
+2026-02-16 04:56:56,864 - INFO - 
+=== Loading & Modifying EmbSpatialBench Data (ALL samples) ===
+2026-02-16 04:56:59,284 - INFO - Data modification: 3640/3640 success, 0 failed
+2026-02-16 04:56:59,285 - INFO -   left: 616 samples
+2026-02-16 04:56:59,285 - INFO -     Example Q: Is the jar to the left or right of the stairs? Answer with only one word.
+2026-02-16 04:56:59,285 - INFO -     Example A: left
+2026-02-16 04:56:59,285 - INFO -   right: 620 samples
+2026-02-16 04:56:59,285 - INFO -     Example Q: Is the cabinet to the left or right of the bag? Answer with only one word.
+2026-02-16 04:56:59,285 - INFO -     Example A: right
+2026-02-16 04:56:59,285 - INFO -   above: 596 samples
+2026-02-16 04:56:59,285 - INFO -     Example Q: Is the picture above or under the rug? Answer with only one word.
+2026-02-16 04:56:59,285 - INFO -     Example A: above
+2026-02-16 04:56:59,285 - INFO -   under: 602 samples
+2026-02-16 04:56:59,285 - INFO -     Example Q: Is the dresser above or under the mirror? Answer with only one word.
+2026-02-16 04:56:59,285 - INFO -     Example A: under
+2026-02-16 04:56:59,285 - INFO -   far: 594 samples
+2026-02-16 04:56:59,285 - INFO -     Example Q: Compared to table, is cabinet far or close from you? Answer with only one word.
+2026-02-16 04:56:59,285 - INFO -     Example A: far
+2026-02-16 04:56:59,285 - INFO -   close: 612 samples
+2026-02-16 04:56:59,285 - INFO -     Example Q: Compared to towel, is basket far or close from you? Answer with only one word.
+2026-02-16 04:56:59,285 - INFO -     Example A: close
+2026-02-16 04:56:59,288 - INFO - 
+============================================================
+2026-02-16 04:56:59,288 - INFO - Processing qwen - 800k
+2026-02-16 04:56:59,288 - INFO - Model path: /data/shared/Qwen/mydisk/output/Qwen/Qwen2.5-VL-3B-Instruct-data_scale_exp_800k-20251114_120221
+2026-02-16 04:56:59,288 - INFO - ============================================================
+
Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/s]
Loading checkpoint shards:  50%|█████     | 1/2 [00:02<00:02,  2.88s/it]
Loading checkpoint shards: 100%|██████████| 2/2 [00:04<00:00,  2.01s/it]
Loading checkpoint shards: 100%|██████████| 2/2 [00:04<00:00,  2.14s/it]
+2026-02-16 04:57:11,072 - INFO - Loaded Qwen2.5-VL from /data/shared/Qwen/mydisk/output/Qwen/Qwen2.5-VL-3B-Instruct-data_scale_exp_800k-20251114_120221
+2026-02-16 04:57:11,072 - INFO - Model has 36 layers. Extracting ALL layers (0..35)
+2026-02-16 04:57:11,073 - INFO - 
+--- Phase A: Extracting hidden states with predictions ---
+2026-02-16 04:57:11,073 - INFO - Processing category: left (616 samples)
+
  left:   0%|          | 0/616 [00:00<?, ?it/s]2026-02-16 04:57:11,096 - INFO - set VIDEO_TOTAL_PIXELS: 90316800
+/usr/local/lib/python3.10/dist-packages/transformers/generation/configuration_utils.py:626: UserWarning: `do_sample` is set to `False`. However, `temperature` is set to `1e-06` -- this flag is only used in sample-based generation modes. You should set `do_sample=True` or unset `temperature`.
+  warnings.warn(
+
                                               

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    [X] #7      expected=left     | predicted="right"
+    [X] #11     expected=left     | predicted="right"
+    [O] #15     expected=left     | predicted="left"
+    [X] #16     expected=left     | predicted="right"
+    [O] #22     expected=left     | predicted="left"
+    [O] #24     expected=left     | predicted="left"
+    [O] #25     expected=left     | predicted="left"
+    [O] #36     expected=left     | predicted="left"
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    [O] #865    expected=left     | predicted="left"
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+    [O] #1551   expected=left     | predicted="left"
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+    [O] #1562   expected=left     | predicted="left"
+    [X] #1572   expected=left     | predicted="right"
+    [O] #1582   expected=left     | predicted="left"
+    [O] #1583   expected=left     | predicted="left"
+    [O] #1584   expected=left     | predicted="left"
+    [O] #1587   expected=left     | predicted="left"
+    [O] #1589   expected=left     | predicted="left"
+    [O] #1596   expected=left     | predicted="left"
+    [O] #1598   expected=left     | predicted="left"
+    [O] #1602   expected=left     | predicted="left"
+    [O] #1608   expected=left     | predicted="left"
+    [X] #1622   expected=left     | predicted="right"
+    [O] #1628   expected=left     | predicted="left"
+    [O] #1634   expected=left     | predicted="left"
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+    [X] #1715   expected=left     | predicted="right"
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+    [O] #1727   expected=left     | predicted="left"
+    [O] #1735   expected=left     | predicted="left"
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+    [O] #1756   expected=left     | predicted="left"
+    [O] #1764   expected=left     | predicted="left"
+    [O] #1766   expected=left     | predicted="left"
+    [O] #1772   expected=left     | predicted="left"
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    [O] #1774   expected=left     | predicted="left"
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  left:  94%|█████████▎| 577/616 [13:09<02:25,  3.73s/it]
                                                         

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  left:  94%|█████████▍| 580/616 [13:21<02:22,  3.95s/it]
                                                         

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  left:  94%|█████████▍| 581/616 [13:25<02:16,  3.89s/it]
                                                         

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  left:  95%|█████████▍| 585/616 [13:37<01:29,  2.90s/it]
                                                         

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  left:  95%|█████████▌| 586/616 [13:40<01:34,  3.14s/it]
                                                         

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  left:  96%|█████████▌| 589/616 [13:51<01:35,  3.53s/it]
                                                         

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  left:  96%|█████████▌| 591/616 [13:59<01:33,  3.75s/it]
                                                         

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  left:  97%|█████████▋| 595/616 [14:16<01:25,  4.09s/it]
                                                         

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  left:  97%|█████████▋| 597/616 [14:24<01:18,  4.11s/it]
                                                         

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  left:  97%|█████████▋| 598/616 [14:28<01:10,  3.93s/it]
                                                         

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  left:  97%|█████████▋| 599/616 [14:31<01:06,  3.93s/it]
                                                         

  left:  97%|█████████▋| 599/616 [14:35<01:06,  3.93s/it]
  left:  97%|█████████▋| 600/616 [14:35<01:02,  3.92s/it]
                                                         

  left:  97%|█████████▋| 600/616 [14:39<01:02,  3.92s/it]
  left:  98%|█████████▊| 601/616 [14:39<00:56,  3.80s/it]
                                                         

  left:  98%|█████████▊| 601/616 [14:43<00:56,  3.80s/it]
  left:  98%|█████████▊| 602/616 [14:43<00:53,  3.82s/it]
                                                         

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  left:  98%|█████████▊| 603/616 [14:47<00:50,  3.89s/it]
                                                         

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  left:  98%|█████████▊| 605/616 [14:55<00:43,  3.95s/it]
                                                         

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  left:  98%|█████████▊| 606/616 [14:59<00:39,  3.95s/it]
                                                         

  left:  98%|█████████▊| 606/616 [15:03<00:39,  3.95s/it]
  left:  99%|█████████▊| 607/616 [15:03<00:35,  3.97s/it]
                                                         

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  left:  99%|█████████▊| 608/616 [15:06<00:30,  3.87s/it]
                                                         

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  left:  99%|█████████▉| 609/616 [15:10<00:26,  3.85s/it]
                                                         

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  left:  99%|█████████▉| 610/616 [15:14<00:22,  3.78s/it]
                                                         

  left:  99%|█████████▉| 610/616 [15:18<00:22,  3.78s/it]
  left:  99%|█████████▉| 611/616 [15:18<00:19,  3.82s/it]
                                                         

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  left:  99%|█████████▉| 612/616 [15:21<00:15,  3.77s/it]
                                                         

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  left: 100%|█████████▉| 613/616 [15:25<00:11,  3.84s/it]
                                                         

  left: 100%|█████████▉| 613/616 [15:29<00:11,  3.84s/it]
  left: 100%|█████████▉| 614/616 [15:29<00:07,  3.76s/it]
                                                         

  left: 100%|█████████▉| 614/616 [15:33<00:07,  3.76s/it]
  left: 100%|█████████▉| 615/616 [15:33<00:03,  3.92s/it]
                                                         

  left: 100%|█████████▉| 615/616 [15:37<00:03,  3.92s/it]
  left: 100%|██████████| 616/616 [15:37<00:00,  3.97s/it]
  left: 100%|██████████| 616/616 [15:37<00:00,  1.52s/it]
+2026-02-16 05:12:48,938 - INFO -   left: 616/616 extracted | correct=530, incorrect=86, accuracy=86.0%
+2026-02-16 05:12:48,939 - INFO - Processing category: right (620 samples)
+    [O] #2717   expected=left     | predicted="left"
+    [O] #2721   expected=left     | predicted="left"
+    [O] #2723   expected=left     | predicted="left"
+    [X] #2724   expected=left     | predicted="right"
+    [O] #2742   expected=left     | predicted="left"
+    [O] #2749   expected=left     | predicted="left"
+    [O] #2751   expected=left     | predicted="left"
+    [X] #2761   expected=left     | predicted="right"
+    [O] #2765   expected=left     | predicted="left"
+    [X] #2768   expected=left     | predicted="right"
+    [O] #2770   expected=left     | predicted="left"
+    [O] #2781   expected=left     | predicted="left"
+    [O] #2782   expected=left     | predicted="left"
+    [O] #2788   expected=left     | predicted="left"
+    [O] #2795   expected=left     | predicted="left"
+    [O] #2806   expected=left     | predicted="left"
+    [O] #2809   expected=left     | predicted="left"
+    [O] #2811   expected=left     | predicted="left"
+    [O] #2824   expected=left     | predicted="left"
+    [O] #2827   expected=left     | predicted="left"
+    [O] #2828   expected=left     | predicted="left"
+    [O] #2842   expected=left     | predicted="left"
+    [O] #2846   expected=left     | predicted="left"
+    [O] #2850   expected=left     | predicted="left"
+    [X] #2864   expected=left     | predicted="right"
+    [O] #2865   expected=left     | predicted="left"
+    [O] #2871   expected=left     | predicted="left"
+    [O] #2874   expected=left     | predicted="left"
+    [O] #2875   expected=left     | predicted="left"
+    [O] #2886   expected=left     | predicted="left"
+    [O] #2888   expected=left     | predicted="left"
+    [O] #2891   expected=left     | predicted="left"
+    [O] #2893   expected=left     | predicted="left"
+    [O] #2904   expected=left     | predicted="left"
+    [O] #2906   expected=left     | predicted="left"
+    [O] #2910   expected=left     | predicted="left"
+    [O] #2918   expected=left     | predicted="left"
+    [O] #2921   expected=left     | predicted="left"
+    [O] #2923   expected=left     | predicted="left"
+    [X] #2924   expected=left     | predicted="right"
+    [X] #2927   expected=left     | predicted="right"
+    [O] #2932   expected=left     | predicted="left"
+    [O] #2935   expected=left     | predicted="left"
+    [O] #2938   expected=left     | predicted="left"
+    [O] #2939   expected=left     | predicted="left"
+    [O] #2940   expected=left     | predicted="left"
+    [O] #2945   expected=left     | predicted="left"
+    [O] #2946   expected=left     | predicted="left"
+    [O] #2948   expected=left     | predicted="left"
+    [X] #2949   expected=left     | predicted="right"
+    [O] #2955   expected=left     | predicted="left"
+    [O] #2972   expected=left     | predicted="left"
+    [X] #2974   expected=left     | predicted="right"
+    [X] #2981   expected=left     | predicted="right"
+    [O] #2989   expected=left     | predicted="left"
+    [O] #3002   expected=left     | predicted="left"
+    [X] #3005   expected=left     | predicted="right"
+    [O] #3007   expected=left     | predicted="left"
+    [O] #3012   expected=left     | predicted="left"
+    [O] #3020   expected=left     | predicted="left"
+    [X] #3022   expected=left     | predicted="right"
+    [O] #3024   expected=left     | predicted="left"
+    [O] #3026   expected=left     | predicted="left"
+    [O] #3027   expected=left     | predicted="left"
+    [O] #3037   expected=left     | predicted="left"
+    [O] #3051   expected=left     | predicted="left"
+    [O] #3054   expected=left     | predicted="left"
+    [O] #3078   expected=left     | predicted="left"
+    [O] #3080   expected=left     | predicted="left"
+    [O] #3085   expected=left     | predicted="left"
+    [X] #3088   expected=left     | predicted="right"
+    [X] #3090   expected=left     | predicted="right"
+    [X] #3091   expected=left     | predicted="right"
+    [O] #3093   expected=left     | predicted="left"
+    [O] #3106   expected=left     | predicted="left"
+    [O] #3123   expected=left     | predicted="left"
+    [X] #3131   expected=left     | predicted="right"
+    [O] #3143   expected=left     | predicted="left"
+    [O] #3152   expected=left     | predicted="left"
+    [O] #3171   expected=left     | predicted="left"
+    [O] #3174   expected=left     | predicted="left"
+    [O] #3187   expected=left     | predicted="left"
+    [X] #3188   expected=left     | predicted="right"
+    [O] #3190   expected=left     | predicted="left"
+    [O] #3197   expected=left     | predicted="left"
+    [O] #3201   expected=left     | predicted="left"
+    [O] #3242   expected=left     | predicted="left"
+    [O] #3248   expected=left     | predicted="left"
+    [O] #3249   expected=left     | predicted="left"
+    [O] #3250   expected=left     | predicted="left"
+    [O] #3257   expected=left     | predicted="left"
+    [X] #3264   expected=left     | predicted="right"
+    [O] #3267   expected=left     | predicted="left"
+    [O] #3280   expected=left     | predicted="left"
+    [O] #3296   expected=left     | predicted="left"
+    [O] #3298   expected=left     | predicted="left"
+    [O] #3301   expected=left     | predicted="left"
+    [X] #3322   expected=left     | predicted="right"
+    [O] #3325   expected=left     | predicted="left"
+    [O] #3342   expected=left     | predicted="left"
+    [O] #3344   expected=left     | predicted="left"
+    [O] #3347   expected=left     | predicted="left"
+    [X] #3350   expected=left     | predicted="right"
+    [O] #3353   expected=left     | predicted="left"
+    [O] #3357   expected=left     | predicted="left"
+    [O] #3361   expected=left     | predicted="left"
+    [X] #3362   expected=left     | predicted="right"
+    [O] #3364   expected=left     | predicted="left"
+    [O] #3372   expected=left     | predicted="left"
+    [O] #3376   expected=left     | predicted="left"
+    [O] #3384   expected=left     | predicted="left"
+    [O] #3398   expected=left     | predicted="left"
+    [O] #3399   expected=left     | predicted="left"
+    [O] #3403   expected=left     | predicted="left"
+    [O] #3410   expected=left     | predicted="left"
+    [O] #3412   expected=left     | predicted="left"
+    [O] #3416   expected=left     | predicted="left"
+    [X] #3433   expected=left     | predicted="right"
+    [O] #3436   expected=left     | predicted="left"
+    [O] #3437   expected=left     | predicted="left"
+    [O] #3443   expected=left     | predicted="left"
+    [O] #3448   expected=left     | predicted="left"
+    [O] #3469   expected=left     | predicted="left"
+    [O] #3474   expected=left     | predicted="left"
+    [X] #3476   expected=left     | predicted="right"
+    [O] #3479   expected=left     | predicted="left"
+    [O] #3487   expected=left     | predicted="left"
+    [O] #3488   expected=left     | predicted="left"
+    [O] #3490   expected=left     | predicted="left"
+    [O] #3491   expected=left     | predicted="left"
+    [X] #3494   expected=left     | predicted="right"
+    [O] #3501   expected=left     | predicted="left"
+    [O] #3509   expected=left     | predicted="left"
+    [O] #3510   expected=left     | predicted="left"
+    [O] #3516   expected=left     | predicted="left"
+    [O] #3527   expected=left     | predicted="left"
+    [O] #3529   expected=left     | predicted="left"
+    [O] #3534   expected=left     | predicted="left"
+    [O] #3537   expected=left     | predicted="left"
+    [O] #3542   expected=left     | predicted="left"
+    [O] #3543   expected=left     | predicted="left"
+    [O] #3553   expected=left     | predicted="left"
+    [O] #3559   expected=left     | predicted="left"
+    [O] #3568   expected=left     | predicted="left"
+    [O] #3571   expected=left     | predicted="left"
+    [O] #3576   expected=left     | predicted="left"
+    [X] #3582   expected=left     | predicted="right"
+    [O] #3584   expected=left     | predicted="left"
+    [O] #3589   expected=left     | predicted="left"
+    [O] #3596   expected=left     | predicted="left"
+    [O] #3598   expected=left     | predicted="left"
+    [O] #3616   expected=left     | predicted="left"
+    [O] #3628   expected=left     | predicted="left"
+    [O] #3638   expected=left     | predicted="left"
+
  right:   0%|          | 0/620 [00:00<?, ?it/s]
                                                

  right:   0%|          | 0/620 [00:00<?, ?it/s]
  right:   0%|          | 1/620 [00:00<08:54,  1.16it/s]
                                                        

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  right:   0%|          | 2/620 [00:01<06:43,  1.53it/s]
                                                        

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  right:   0%|          | 3/620 [00:02<08:51,  1.16it/s]
                                                        

  right:   0%|          | 3/620 [00:03<08:51,  1.16it/s]
  right:   1%|          | 4/620 [00:03<09:16,  1.11it/s]
                                                        

  right:   1%|          | 4/620 [00:04<09:16,  1.11it/s]
  right:   1%|          | 5/620 [00:04<09:48,  1.05it/s]
                                                        

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  right:   1%|          | 6/620 [00:05<10:06,  1.01it/s]
                                                        

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  right:   1%|          | 7/620 [00:06<09:54,  1.03it/s]
                                                        

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  right:   1%|▏         | 8/620 [00:07<09:36,  1.06it/s]
                                                        

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  right:   1%|▏         | 9/620 [00:08<09:30,  1.07it/s]
                                                        

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  right:   2%|▏         | 10/620 [00:09<09:10,  1.11it/s]
                                                         

  right:   2%|▏         | 10/620 [00:10<09:10,  1.11it/s]
  right:   2%|▏         | 11/620 [00:10<09:37,  1.05it/s]
                                                         

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  right:   2%|▏         | 12/620 [00:10<08:05,  1.25it/s]
                                                         

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  right:   2%|▏         | 13/620 [00:11<08:45,  1.15it/s]
                                                         

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  right:   2%|▏         | 14/620 [00:12<09:51,  1.02it/s]
                                                         

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  right:   2%|▏         | 15/620 [00:13<09:17,  1.09it/s]
                                                         

  right:   2%|▏         | 15/620 [00:14<09:17,  1.09it/s]
  right:   3%|▎         | 16/620 [00:14<09:00,  1.12it/s]
                                                         

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  right:   3%|▎         | 17/620 [00:15<09:06,  1.10it/s]
                                                         

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  right:   3%|▎         | 18/620 [00:16<09:16,  1.08it/s]
                                                         

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  right:   3%|▎         | 19/620 [00:16<08:06,  1.24it/s]
                                                         

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  right:   3%|▎         | 20/620 [00:17<08:25,  1.19it/s]
                                                         

  right:   3%|▎         | 20/620 [00:18<08:25,  1.19it/s]
  right:   3%|▎         | 21/620 [00:18<08:39,  1.15it/s]
                                                         

  right:   3%|▎         | 21/620 [00:19<08:39,  1.15it/s]
  right:   4%|▎         | 22/620 [00:19<09:12,  1.08it/s]
                                                         

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  right:   4%|▎         | 23/620 [00:20<07:44,  1.28it/s]
                                                         

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  right:   4%|▍         | 24/620 [00:21<08:38,  1.15it/s]
                                                         

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    [O] #2      expected=right    | predicted="right"
+    [O] #14     expected=right    | predicted="right"
+    [O] #17     expected=right    | predicted="right"
+    [O] #19     expected=right    | predicted="right"
+    [O] #28     expected=right    | predicted="right"
+    [O] #29     expected=right    | predicted="right"
+    [O] #33     expected=right    | predicted="right"
+    [O] #42     expected=right    | predicted="right"
+    [O] #43     expected=right    | predicted="right"
+    [X] #46     expected=right    | predicted="left"
+    [O] #48     expected=right    | predicted="right"
+    [O] #53     expected=right    | predicted="right"
+    [O] #54     expected=right    | predicted="right"
+    [O] #68     expected=right    | predicted="right"
+    [O] #75     expected=right    | predicted="right"
+    [O] #84     expected=right    | predicted="right"
+    [O] #85     expected=right    | predicted="right"
+    [O] #86     expected=right    | predicted="right"
+    [O] #88     expected=right    | predicted="right"
+    [O] #95     expected=right    | predicted="right"
+    [O] #99     expected=right    | predicted="right"
+    [O] #106    expected=right    | predicted="right"
+    [O] #114    expected=right    | predicted="right"
+    [O] #115    expected=right    | predicted="right"
+    [X] #117    expected=right    | predicted="left"
+    [O] #121    expected=right    | predicted="right"
+    [O] #123    expected=right    | predicted="right"
+    [O] #124    expected=right    | predicted="right"
+    [O] #127    expected=right    | predicted="right"
+    [O] #129    expected=right    | predicted="right"
+    [O] #133    expected=right    | predicted="right"
+    [O] #134    expected=right    | predicted="right"
+    [O] #136    expected=right    | predicted="right"
+    [O] #141    expected=right    | predicted="right"
+    [X] #151    expected=right    | predicted="left"
+    [O] #159    expected=right    | predicted="right"
+    [O] #162    expected=right    | predicted="right"
+    [O] #176    expected=right    | predicted="right"
+    [O] #178    expected=right    | predicted="right"
+    [O] #182    expected=right    | predicted="right"
+    [O] #189    expected=right    | predicted="right"
+    [O] #194    expected=right    | predicted="right"
+    [O] #198    expected=right    | predicted="right"
+    [O] #202    expected=right    | predicted="right"
+    [O] #203    expected=right    | predicted="right"
+    [O] #206    expected=right    | predicted="right"
+    [O] #216    expected=right    | predicted="right"
+    [O] #227    expected=right    | predicted="right"
+    [O] #232    expected=right    | predicted="right"
+    [O] #246    expected=right    | predicted="right"
+    [O] #248    expected=right    | predicted="right"
+    [O] #257    expected=right    | predicted="right"
+    [O] #267    expected=right    | predicted="right"
+    [O] #268    expected=right    | predicted="right"
+    [O] #274    expected=right    | predicted="right"
+    [O] #277    expected=right    | predicted="right"
+    [O] #287    expected=right    | predicted="right"
+    [O] #291    expected=right    | predicted="right"
+    [O] #300    expected=right    | predicted="right"
+    [O] #316    expected=right    | predicted="right"
+    [O] #317    expected=right    | predicted="right"
+    [O] #319    expected=right    | predicted="right"
+    [O] #322    expected=right    | predicted="right"
+    [O] #331    expected=right    | predicted="right"
+    [O] #341    expected=right    | predicted="right"
+    [O] #344    expected=right    | predicted="right"
+    [O] #350    expected=right    | predicted="right"
+    [O] #355    expected=right    | predicted="right"
+    [O] #362    expected=right    | predicted="right"
+    [O] #371    expected=right    | predicted="right"
+    [O] #384    expected=right    | predicted="right"
+    [O] #387    expected=right    | predicted="right"
+    [O] #393    expected=right    | predicted="right"
+    [O] #408    expected=right    | predicted="right"
+    [O] #409    expected=right    | predicted="right"
+    [O] #421    expected=right    | predicted="right"
+    [O] #429    expected=right    | predicted="right"
+    [O] #430    expected=right    | predicted="right"
+    [O] #435    expected=right    | predicted="right"
+    [O] #439    expected=right    | predicted="right"
+    [O] #448    expected=right    | predicted="right"
+    [X] #449    expected=right    | predicted="left"
+    [O] #451    expected=right    | predicted="right"
+    [O] #462    expected=right    | predicted="right"
+    [X] #465    expected=right    | predicted="left"
+    [O] #474    expected=right    | predicted="right"
+    [O] #477    expected=right    | predicted="right"
+    [O] #478    expected=right    | predicted="right"
+    [O] #482    expected=right    | predicted="right"
+    [O] #484    expected=right    | predicted="right"
+    [O] #485    expected=right    | predicted="right"
+    [O] #500    expected=right    | predicted="right"
+    [O] #508    expected=right    | predicted="right"
+    [X] #512    expected=right    | predicted="left"
+    [O] #519    expected=right    | predicted="right"
+    [O] #527    expected=right    | predicted="right"
+    [O] #528    expected=right    | predicted="right"
+    [O] #535    expected=right    | predicted="right"
+    [O] #549    expected=right    | predicted="right"
+    [O] #550    expected=right    | predicted="right"
+    [O] #555    expected=right    | predicted="right"
+    [O] #570    expected=right    | predicted="right"
+    [X] #572    expected=right    | predicted="left"
+    [O] #596    expected=right    | predicted="right"
+    [O] #597    expected=right    | predicted="right"
+    [O] #601    expected=right    | predicted="right"
+    [O] #602    expected=right    | predicted="right"
+    [O] #607    expected=right    | predicted="right"
+    [X] #609    expected=right    | predicted="left"
+    [O] #616    expected=right    | predicted="right"
+    [O] #618    expected=right    | predicted="right"
+    [O] #619    expected=right    | predicted="right"
+    [O] #625    expected=right    | predicted="right"
+    [O] #626    expected=right    | predicted="right"
+    [O] #633    expected=right    | predicted="right"
+    [O] #643    expected=right    | predicted="right"
+    [O] #646    expected=right    | predicted="right"
+    [X] #650    expected=right    | predicted="left"
+    [O] #652    expected=right    | predicted="right"
+    [O] #666    expected=right    | predicted="right"
+    [O] #670    expected=right    | predicted="right"
+    [O] #689    expected=right    | predicted="right"
+    [O] #691    expected=right    | predicted="right"
+    [O] #729    expected=right    | predicted="right"
+    [O] #731    expected=right    | predicted="right"
+    [X] #738    expected=right    | predicted="left"
+    [O] #746    expected=right    | predicted="right"
+    [O] #752    expected=right    | predicted="right"
+    [O] #769    expected=right    | predicted="right"
+    [O] #783    expected=right    | predicted="right"
+    [O] #785    expected=right    | predicted="right"
+    [O] #787    expected=right    | predicted="right"
+    [O] #794    expected=right    | predicted="right"
+    [O] #805    expected=right    | predicted="right"
+    [O] #810    expected=right    | predicted="right"
+    [O] #831    expected=right    | predicted="right"
+    [O] #834    expected=right    | predicted="right"
+    [O] #845    expected=right    | predicted="right"
+    [O] #847    expected=right    | predicted="right"
+    [O] #848    expected=right    | predicted="right"
+    [X] #853    expected=right    | predicted="left"
+    [O] #869    expected=right    | predicted="right"
+    [O] #885    expected=right    | predicted="right"
+    [O] #900    expected=right    | predicted="right"
+    [O] #902    expected=right    | predicted="right"
+    [O] #906    expected=right    | predicted="right"
+    [O] #908    expected=right    | predicted="right"
+    [O] #910    expected=right    | predicted="right"
+    [O] #911    expected=right    | predicted="right"
+    [O] #919    expected=right    | predicted="right"
+    [O] #921    expected=right    | predicted="right"
+
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    [O] #923    expected=right    | predicted="right"
+    [X] #926    expected=right    | predicted="left"
+    [O] #931    expected=right    | predicted="right"
+    [O] #933    expected=right    | predicted="right"
+    [O] #941    expected=right    | predicted="right"
+    [O] #948    expected=right    | predicted="right"
+    [O] #963    expected=right    | predicted="right"
+    [O] #973    expected=right    | predicted="right"
+    [O] #974    expected=right    | predicted="right"
+    [O] #975    expected=right    | predicted="right"
+    [O] #980    expected=right    | predicted="right"
+    [O] #983    expected=right    | predicted="right"
+    [O] #985    expected=right    | predicted="right"
+    [O] #988    expected=right    | predicted="right"
+    [O] #993    expected=right    | predicted="right"
+    [O] #995    expected=right    | predicted="right"
+    [O] #1004   expected=right    | predicted="right"
+    [O] #1005   expected=right    | predicted="right"
+    [X] #1008   expected=right    | predicted="left"
+    [O] #1010   expected=right    | predicted="right"
+    [O] #1014   expected=right    | predicted="right"
+    [O] #1015   expected=right    | predicted="right"
+    [O] #1019   expected=right    | predicted="right"
+    [O] #1022   expected=right    | predicted="right"
+    [O] #1023   expected=right    | predicted="right"
+    [O] #1028   expected=right    | predicted="right"
+    [O] #1030   expected=right    | predicted="right"
+    [O] #1035   expected=right    | predicted="right"
+    [O] #1052   expected=right    | predicted="right"
+    [O] #1054   expected=right    | predicted="right"
+    [O] #1068   expected=right    | predicted="right"
+    [O] #1070   expected=right    | predicted="right"
+    [O] #1074   expected=right    | predicted="right"
+    [O] #1082   expected=right    | predicted="right"
+    [O] #1084   expected=right    | predicted="right"
+    [O] #1085   expected=right    | predicted="right"
+    [O] #1088   expected=right    | predicted="right"
+    [O] #1092   expected=right    | predicted="right"
+    [O] #1101   expected=right    | predicted="right"
+    [O] #1102   expected=right    | predicted="right"
+    [O] #1106   expected=right    | predicted="right"
+    [O] #1113   expected=right    | predicted="right"
+    [O] #1116   expected=right    | predicted="right"
+    [O] #1117   expected=right    | predicted="right"
+    [O] #1119   expected=right    | predicted="right"
+    [O] #1129   expected=right    | predicted="right"
+    [O] #1135   expected=right    | predicted="right"
+    [O] #1136   expected=right    | predicted="right"
+    [O] #1141   expected=right    | predicted="right"
+    [O] #1144   expected=right    | predicted="right"
+    [O] #1146   expected=right    | predicted="right"
+    [O] #1150   expected=right    | predicted="right"
+    [O] #1152   expected=right    | predicted="right"
+    [O] #1158   expected=right    | predicted="right"
+    [O] #1159   expected=right    | predicted="right"
+    [O] #1175   expected=right    | predicted="right"
+    [O] #1183   expected=right    | predicted="right"
+    [O] #1185   expected=right    | predicted="right"
+    [O] #1193   expected=right    | predicted="right"
+    [O] #1208   expected=right    | predicted="right"
+    [X] #1217   expected=right    | predicted="left"
+    [O] #1222   expected=right    | predicted="right"
+    [O] #1223   expected=right    | predicted="right"
+    [O] #1226   expected=right    | predicted="right"
+    [O] #1228   expected=right    | predicted="right"
+    [O] #1229   expected=right    | predicted="right"
+    [O] #1234   expected=right    | predicted="right"
+    [O] #1239   expected=right    | predicted="right"
+    [O] #1242   expected=right    | predicted="right"
+    [O] #1263   expected=right    | predicted="right"
+    [O] #1266   expected=right    | predicted="right"
+    [O] #1267   expected=right    | predicted="right"
+    [O] #1273   expected=right    | predicted="right"
+    [O] #1279   expected=right    | predicted="right"
+    [O] #1285   expected=right    | predicted="right"
+    [O] #1304   expected=right    | predicted="right"
+    [O] #1324   expected=right    | predicted="right"
+    [O] #1336   expected=right    | predicted="right"
+    [O] #1339   expected=right    | predicted="right"
+    [O] #1351   expected=right    | predicted="right"
+    [O] #1352   expected=right    | predicted="right"
+    [O] #1355   expected=right    | predicted="right"
+    [O] #1356   expected=right    | predicted="right"
+    [O] #1357   expected=right    | predicted="right"
+    [O] #1365   expected=right    | predicted="right"
+    [O] #1373   expected=right    | predicted="right"
+    [O] #1374   expected=right    | predicted="right"
+    [O] #1380   expected=right    | predicted="right"
+    [O] #1398   expected=right    | predicted="right"
+    [O] #1399   expected=right    | predicted="right"
+    [O] #1402   expected=right    | predicted="right"
+    [O] #1403   expected=right    | predicted="right"
+    [O] #1405   expected=right    | predicted="right"
+    [O] #1412   expected=right    | predicted="right"
+    [O] #1427   expected=right    | predicted="right"
+    [O] #1429   expected=right    | predicted="right"
+    [O] #1432   expected=right    | predicted="right"
+    [O] #1440   expected=right    | predicted="right"
+    [X] #1446   expected=right    | predicted="left"
+    [O] #1448   expected=right    | predicted="right"
+    [O] #1459   expected=right    | predicted="right"
+    [O] #1465   expected=right    | predicted="right"
+    [O] #1473   expected=right    | predicted="right"
+    [O] #1477   expected=right    | predicted="right"
+    [O] #1479   expected=right    | predicted="right"
+    [O] #1480   expected=right    | predicted="right"
+    [O] #1482   expected=right    | predicted="right"
+    [O] #1493   expected=right    | predicted="right"
+    [O] #1507   expected=right    | predicted="right"
+    [O] #1510   expected=right    | predicted="right"
+    [O] #1511   expected=right    | predicted="right"
+    [O] #1535   expected=right    | predicted="right"
+    [O] #1536   expected=right    | predicted="right"
+    [O] #1537   expected=right    | predicted="right"
+    [O] #1547   expected=right    | predicted="right"
+    [O] #1560   expected=right    | predicted="right"
+    [O] #1568   expected=right    | predicted="right"
+    [O] #1578   expected=right    | predicted="right"
+    [O] #1588   expected=right    | predicted="right"
+    [O] #1594   expected=right    | predicted="right"
+    [O] #1599   expected=right    | predicted="right"
+    [O] #1601   expected=right    | predicted="right"
+    [O] #1611   expected=right    | predicted="right"
+    [O] #1615   expected=right    | predicted="right"
+    [O] #1617   expected=right    | predicted="right"
+    [O] #1620   expected=right    | predicted="right"
+    [O] #1627   expected=right    | predicted="right"
+    [O] #1633   expected=right    | predicted="right"
+    [O] #1637   expected=right    | predicted="right"
+    [O] #1643   expected=right    | predicted="right"
+    [O] #1649   expected=right    | predicted="right"
+    [O] #1657   expected=right    | predicted="right"
+    [O] #1663   expected=right    | predicted="right"
+    [O] #1674   expected=right    | predicted="right"
+    [O] #1675   expected=right    | predicted="right"
+    [O] #1677   expected=right    | predicted="right"
+    [O] #1678   expected=right    | predicted="right"
+    [O] #1684   expected=right    | predicted="right"
+    [O] #1685   expected=right    | predicted="right"
+    [O] #1699   expected=right    | predicted="right"
+    [O] #1701   expected=right    | predicted="right"
+    [O] #1702   expected=right    | predicted="right"
+    [O] #1703   expected=right    | predicted="right"
+    [O] #1717   expected=right    | predicted="right"
+    [O] #1723   expected=right    | predicted="right"
+    [O] #1726   expected=right    | predicted="right"
+    [O] #1757   expected=right    | predicted="right"
+    [O] #1769   expected=right    | predicted="right"
+    [O] #1777   expected=right    | predicted="right"
+    [O] #1779   expected=right    | predicted="right"
+    [O] #1780   expected=right    | predicted="right"
+
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    [O] #1781   expected=right    | predicted="right"
+    [O] #1789   expected=right    | predicted="right"
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+    [O] #2597   expected=right    | predicted="right"
+    [O] #2601   expected=right    | predicted="right"
+
  right:  73%|███████▎  | 453/620 [05:44<10:16,  3.69s/it]
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  right:  95%|█████████▍| 586/620 [14:11<02:08,  3.79s/it]
                                                          

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  right:  95%|█████████▌| 589/620 [14:22<01:56,  3.76s/it]
                                                          

  right:  95%|█████████▌| 589/620 [14:26<01:56,  3.76s/it]
  right:  95%|█████████▌| 590/620 [14:26<01:59,  3.99s/it]
                                                          

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  right:  95%|█████████▌| 591/620 [14:30<01:56,  4.03s/it]
                                                          

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  right:  95%|█████████▌| 592/620 [14:34<01:49,  3.90s/it]
                                                          

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  right:  96%|█████████▌| 593/620 [14:38<01:42,  3.79s/it]
                                                          

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  right:  96%|█████████▌| 594/620 [14:41<01:38,  3.77s/it]
                                                          

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  right:  96%|█████████▌| 595/620 [14:45<01:33,  3.74s/it]
                                                          

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  right:  96%|█████████▌| 596/620 [14:49<01:29,  3.72s/it]
                                                          

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  right:  96%|█████████▋| 597/620 [14:53<01:29,  3.87s/it]
                                                          

  right:  96%|█████████▋| 597/620 [14:57<01:29,  3.87s/it]
  right:  96%|█████████▋| 598/620 [14:57<01:24,  3.83s/it]
                                                          

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  right:  97%|█████████▋| 599/620 [14:58<01:05,  3.12s/it]
                                                          

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  right:  97%|█████████▋| 600/620 [14:59<00:48,  2.43s/it]
                                                          

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  right:  97%|█████████▋| 601/620 [15:03<00:56,  2.96s/it]
                                                          

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  right:  97%|█████████▋| 602/620 [15:07<00:59,  3.31s/it]
                                                          

  right:  97%|█████████▋| 602/620 [15:11<00:59,  3.31s/it]
  right:  97%|█████████▋| 603/620 [15:11<00:58,  3.42s/it]
                                                          

  right:  97%|█████████▋| 603/620 [15:15<00:58,  3.42s/it]
  right:  97%|█████████▋| 604/620 [15:15<00:57,  3.56s/it]
                                                          
    [O] #2602   expected=right    | predicted="right"
+    [O] #2603   expected=right    | predicted="right"
+    [O] #2609   expected=right    | predicted="right"
+    [O] #2610   expected=right    | predicted="right"
+    [O] #2613   expected=right    | predicted="right"
+    [O] #2616   expected=right    | predicted="right"
+    [O] #2629   expected=right    | predicted="right"
+    [O] #2642   expected=right    | predicted="right"
+    [O] #2645   expected=right    | predicted="right"
+    [O] #2654   expected=right    | predicted="right"
+    [O] #2662   expected=right    | predicted="right"
+    [O] #2673   expected=right    | predicted="right"
+    [O] #2675   expected=right    | predicted="right"
+    [O] #2683   expected=right    | predicted="right"
+    [O] #2690   expected=right    | predicted="right"
+    [O] #2693   expected=right    | predicted="right"
+    [O] #2697   expected=right    | predicted="right"
+    [O] #2712   expected=right    | predicted="right"
+    [O] #2718   expected=right    | predicted="right"
+    [O] #2722   expected=right    | predicted="right"
+    [O] #2728   expected=right    | predicted="right"
+    [O] #2731   expected=right    | predicted="right"
+    [O] #2733   expected=right    | predicted="right"
+    [O] #2738   expected=right    | predicted="right"
+    [O] #2744   expected=right    | predicted="right"
+    [X] #2748   expected=right    | predicted="left"
+    [O] #2754   expected=right    | predicted="right"
+    [O] #2758   expected=right    | predicted="right"
+    [X] #2762   expected=right    | predicted="left"
+    [O] #2766   expected=right    | predicted="right"
+    [O] #2767   expected=right    | predicted="right"
+    [O] #2777   expected=right    | predicted="right"
+    [O] #2779   expected=right    | predicted="right"
+    [O] #2780   expected=right    | predicted="right"
+    [O] #2784   expected=right    | predicted="right"
+    [O] #2787   expected=right    | predicted="right"
+    [O] #2810   expected=right    | predicted="right"
+    [O] #2823   expected=right    | predicted="right"
+    [O] #2831   expected=right    | predicted="right"
+    [O] #2836   expected=right    | predicted="right"
+    [O] #2838   expected=right    | predicted="right"
+    [O] #2841   expected=right    | predicted="right"
+    [O] #2857   expected=right    | predicted="right"
+    [O] #2877   expected=right    | predicted="right"
+    [O] #2880   expected=right    | predicted="right"
+    [O] #2885   expected=right    | predicted="right"
+    [O] #2898   expected=right    | predicted="right"
+    [X] #2902   expected=right    | predicted="left"
+    [O] #2905   expected=right    | predicted="right"
+    [O] #2909   expected=right    | predicted="right"
+    [O] #2916   expected=right    | predicted="right"
+    [O] #2926   expected=right    | predicted="right"
+    [O] #2928   expected=right    | predicted="right"
+    [O] #2933   expected=right    | predicted="right"
+    [X] #2937   expected=right    | predicted="left"
+    [O] #2951   expected=right    | predicted="right"
+    [O] #2962   expected=right    | predicted="right"
+    [O] #2966   expected=right    | predicted="right"
+    [O] #2969   expected=right    | predicted="right"
+    [O] #2984   expected=right    | predicted="right"
+    [O] #2986   expected=right    | predicted="right"
+    [O] #2992   expected=right    | predicted="right"
+    [O] #2996   expected=right    | predicted="right"
+    [O] #2997   expected=right    | predicted="right"
+    [O] #2999   expected=right    | predicted="right"
+    [O] #3006   expected=right    | predicted="right"
+    [O] #3008   expected=right    | predicted="right"
+    [O] #3031   expected=right    | predicted="right"
+    [X] #3033   expected=right    | predicted="left"
+    [O] #3034   expected=right    | predicted="right"
+    [O] #3036   expected=right    | predicted="right"
+    [O] #3048   expected=right    | predicted="right"
+    [O] #3055   expected=right    | predicted="right"
+    [O] #3072   expected=right    | predicted="right"
+    [O] #3076   expected=right    | predicted="right"
+    [O] #3082   expected=right    | predicted="right"
+    [O] #3094   expected=right    | predicted="right"
+    [O] #3101   expected=right    | predicted="right"
+    [O] #3102   expected=right    | predicted="right"
+    [O] #3115   expected=right    | predicted="right"
+    [O] #3119   expected=right    | predicted="right"
+    [O] #3132   expected=right    | predicted="right"
+    [O] #3133   expected=right    | predicted="right"
+    [O] #3140   expected=right    | predicted="right"
+    [O] #3147   expected=right    | predicted="right"
+    [O] #3164   expected=right    | predicted="right"
+    [O] #3165   expected=right    | predicted="right"
+    [O] #3169   expected=right    | predicted="right"
+    [O] #3172   expected=right    | predicted="right"
+    [O] #3173   expected=right    | predicted="right"
+    [O] #3185   expected=right    | predicted="right"
+    [O] #3186   expected=right    | predicted="right"
+    [O] #3198   expected=right    | predicted="right"
+    [O] #3200   expected=right    | predicted="right"
+    [O] #3205   expected=right    | predicted="right"
+    [O] #3207   expected=right    | predicted="right"
+    [O] #3219   expected=right    | predicted="right"
+    [O] #3226   expected=right    | predicted="right"
+    [O] #3235   expected=right    | predicted="right"
+    [O] #3236   expected=right    | predicted="right"
+    [O] #3241   expected=right    | predicted="right"
+    [O] #3251   expected=right    | predicted="right"
+    [O] #3252   expected=right    | predicted="right"
+    [O] #3256   expected=right    | predicted="right"
+    [O] #3265   expected=right    | predicted="right"
+    [O] #3268   expected=right    | predicted="right"
+    [O] #3281   expected=right    | predicted="right"
+    [O] #3283   expected=right    | predicted="right"
+    [O] #3287   expected=right    | predicted="right"
+    [O] #3288   expected=right    | predicted="right"
+    [O] #3289   expected=right    | predicted="right"
+    [O] #3297   expected=right    | predicted="right"
+    [O] #3306   expected=right    | predicted="right"
+    [O] #3309   expected=right    | predicted="right"
+    [O] #3310   expected=right    | predicted="right"
+    [O] #3314   expected=right    | predicted="right"
+    [O] #3315   expected=right    | predicted="right"
+    [O] #3316   expected=right    | predicted="right"
+    [O] #3324   expected=right    | predicted="right"
+    [O] #3330   expected=right    | predicted="right"
+    [O] #3356   expected=right    | predicted="right"
+    [O] #3360   expected=right    | predicted="right"
+    [O] #3374   expected=right    | predicted="right"
+    [O] #3380   expected=right    | predicted="right"
+    [O] #3382   expected=right    | predicted="right"
+    [O] #3387   expected=right    | predicted="right"
+    [O] #3389   expected=right    | predicted="right"
+    [O] #3390   expected=right    | predicted="right"
+    [O] #3392   expected=right    | predicted="right"
+    [O] #3397   expected=right    | predicted="right"
+    [O] #3404   expected=right    | predicted="right"
+    [O] #3425   expected=right    | predicted="right"
+    [O] #3428   expected=right    | predicted="right"
+    [O] #3449   expected=right    | predicted="right"
+    [O] #3451   expected=right    | predicted="right"
+    [O] #3456   expected=right    | predicted="right"
+    [O] #3462   expected=right    | predicted="right"
+    [O] #3463   expected=right    | predicted="right"
+    [O] #3466   expected=right    | predicted="right"
+    [O] #3473   expected=right    | predicted="right"
+    [O] #3477   expected=right    | predicted="right"
+    [O] #3480   expected=right    | predicted="right"
+    [O] #3484   expected=right    | predicted="right"
+    [O] #3486   expected=right    | predicted="right"
+    [O] #3493   expected=right    | predicted="right"
+    [O] #3499   expected=right    | predicted="right"
+    [O] #3504   expected=right    | predicted="right"
+    [O] #3505   expected=right    | predicted="right"
+    [O] #3507   expected=right    | predicted="right"
+    [O] #3513   expected=right    | predicted="right"
+    [O] #3523   expected=right    | predicted="right"
+
  right:  97%|█████████▋| 604/620 [15:19<00:57,  3.56s/it]
  right:  98%|█████████▊| 605/620 [15:19<00:55,  3.71s/it]
                                                          

  right:  98%|█████████▊| 605/620 [15:23<00:55,  3.71s/it]
  right:  98%|█████████▊| 606/620 [15:23<00:51,  3.70s/it]
                                                          

  right:  98%|█████████▊| 606/620 [15:26<00:51,  3.70s/it]
  right:  98%|█████████▊| 607/620 [15:26<00:48,  3.70s/it]
                                                          

  right:  98%|█████████▊| 607/620 [15:30<00:48,  3.70s/it]
  right:  98%|█████████▊| 608/620 [15:30<00:45,  3.76s/it]
                                                          

  right:  98%|█████████▊| 608/620 [15:34<00:45,  3.76s/it]
  right:  98%|█████████▊| 609/620 [15:34<00:42,  3.86s/it]
                                                          

  right:  98%|█████████▊| 609/620 [15:38<00:42,  3.86s/it]
  right:  98%|█████████▊| 610/620 [15:38<00:39,  3.93s/it]
                                                          

  right:  98%|█████████▊| 610/620 [15:42<00:39,  3.93s/it]
  right:  99%|█████████▊| 611/620 [15:42<00:35,  3.89s/it]
                                                          

  right:  99%|█████████▊| 611/620 [15:46<00:35,  3.89s/it]
  right:  99%|█████████▊| 612/620 [15:46<00:31,  3.95s/it]
                                                          

  right:  99%|█████████▊| 612/620 [15:50<00:31,  3.95s/it]
  right:  99%|█████████▉| 613/620 [15:50<00:27,  3.88s/it]
                                                          

  right:  99%|█████████▉| 613/620 [15:54<00:27,  3.88s/it]
  right:  99%|█████████▉| 614/620 [15:54<00:23,  3.94s/it]
                                                          

  right:  99%|█████████▉| 614/620 [15:58<00:23,  3.94s/it]
  right:  99%|█████████▉| 615/620 [15:58<00:19,  3.85s/it]
                                                          

  right:  99%|█████████▉| 615/620 [16:01<00:19,  3.85s/it]
  right:  99%|█████████▉| 616/620 [16:01<00:15,  3.84s/it]
                                                          

  right:  99%|█████████▉| 616/620 [16:05<00:15,  3.84s/it]
  right: 100%|█████████▉| 617/620 [16:05<00:11,  3.83s/it]
                                                          

  right: 100%|█████████▉| 617/620 [16:09<00:11,  3.83s/it]
  right: 100%|█████████▉| 618/620 [16:09<00:07,  3.88s/it]
                                                          

  right: 100%|█████████▉| 618/620 [16:13<00:07,  3.88s/it]
  right: 100%|█████████▉| 619/620 [16:13<00:03,  3.99s/it]
                                                          

  right: 100%|█████████▉| 619/620 [16:18<00:03,  3.99s/it]
  right: 100%|██████████| 620/620 [16:18<00:00,  4.03s/it]
  right: 100%|██████████| 620/620 [16:18<00:00,  1.58s/it]
+2026-02-16 05:29:07,032 - INFO -   right: 620/620 extracted | correct=590, incorrect=30, accuracy=95.2%
+2026-02-16 05:29:07,033 - INFO - Processing category: above (596 samples)
+    [O] #3536   expected=right    | predicted="right"
+    [O] #3540   expected=right    | predicted="right"
+    [O] #3541   expected=right    | predicted="right"
+    [O] #3547   expected=right    | predicted="right"
+    [X] #3550   expected=right    | predicted="left"
+    [O] #3562   expected=right    | predicted="right"
+    [O] #3569   expected=right    | predicted="right"
+    [O] #3588   expected=right    | predicted="right"
+    [O] #3591   expected=right    | predicted="right"
+    [O] #3594   expected=right    | predicted="right"
+    [O] #3595   expected=right    | predicted="right"
+    [O] #3604   expected=right    | predicted="right"
+    [O] #3606   expected=right    | predicted="right"
+    [O] #3609   expected=right    | predicted="right"
+    [O] #3627   expected=right    | predicted="right"
+    [O] #3632   expected=right    | predicted="right"
+
  above:   0%|          | 0/596 [00:00<?, ?it/s]
                                                

  above:   0%|          | 0/596 [00:01<?, ?it/s]
  above:   0%|          | 1/596 [00:01<10:31,  1.06s/it]
                                                        

  above:   0%|          | 1/596 [00:01<10:31,  1.06s/it]
  above:   0%|          | 2/596 [00:01<09:11,  1.08it/s]
                                                        

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    [O] #950    expected=above    | predicted="above"
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    [O] #1903   expected=above    | predicted="above"
+    [O] #1910   expected=above    | predicted="above"
+    [O] #1925   expected=above    | predicted="above"
+    [O] #1930   expected=above    | predicted="above"
+    [O] #1933   expected=above    | predicted="above"
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+    [O] #1945   expected=above    | predicted="above"
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+    [O] #1960   expected=above    | predicted="above"
+    [O] #1968   expected=above    | predicted="above"
+    [O] #1986   expected=above    | predicted="above"
+    [O] #1989   expected=above    | predicted="above"
+    [O] #1993   expected=above    | predicted="above"
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+    [O] #2014   expected=above    | predicted="above"
+    [O] #2024   expected=above    | predicted="above"
+    [O] #2032   expected=above    | predicted="above"
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+    [O] #2039   expected=above    | predicted="above"
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+    [O] #2064   expected=above    | predicted="above"
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+    [O] #2331   expected=above    | predicted="above"
+    [O] #2336   expected=above    | predicted="above"
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  above:  91%|█████████ | 541/596 [12:10<03:33,  3.89s/it]
                                                          

  above:  91%|█████████ | 541/596 [12:14<03:33,  3.89s/it]
  above:  91%|█████████ | 542/596 [12:14<03:29,  3.88s/it]
                                                          

  above:  91%|█████████ | 542/596 [12:18<03:29,  3.88s/it]
  above:  91%|█████████ | 543/596 [12:18<03:26,  3.89s/it]
                                                          

  above:  91%|█████████ | 543/596 [12:22<03:26,  3.89s/it]
  above:  91%|█████████▏| 544/596 [12:22<03:22,  3.89s/it]
                                                          

  above:  91%|█████████▏| 544/596 [12:26<03:22,  3.89s/it]
  above:  91%|█████████▏| 545/596 [12:26<03:17,  3.88s/it]
                                                          

  above:  91%|█████████▏| 545/596 [12:30<03:17,  3.88s/it]
  above:  92%|█████████▏| 546/596 [12:30<03:14,  3.88s/it]
                                                          

  above:  92%|█████████▏| 546/596 [12:33<03:14,  3.88s/it]
  above:  92%|█████████▏| 547/596 [12:33<03:09,  3.88s/it]
                                                          

  above:  92%|█████████▏| 547/596 [12:37<03:09,  3.88s/it]
  above:  92%|█████████▏| 548/596 [12:37<03:06,  3.88s/it]
                                                          

  above:  92%|█████████▏| 548/596 [12:41<03:06,  3.88s/it]
  above:  92%|█████████▏| 549/596 [12:41<03:02,  3.88s/it]
                                                          

  above:  92%|█████████▏| 549/596 [12:45<03:02,  3.88s/it]
  above:  92%|█████████▏| 550/596 [12:45<02:58,  3.89s/it]
                                                          

  above:  92%|█████████▏| 550/596 [12:49<02:58,  3.89s/it]
  above:  92%|█████████▏| 551/596 [12:49<02:54,  3.88s/it]
                                                          

  above:  92%|█████████▏| 551/596 [12:53<02:54,  3.88s/it]
  above:  93%|█████████▎| 552/596 [12:53<02:50,  3.88s/it]
                                                          

  above:  93%|█████████▎| 552/596 [12:54<02:50,  3.88s/it]
  above:  93%|█████████▎| 553/596 [12:54<02:06,  2.93s/it]
                                                          

  above:  93%|█████████▎| 553/596 [12:57<02:06,  2.93s/it]
  above:  93%|█████████▎| 554/596 [12:57<02:15,  3.23s/it]
                                                          

  above:  93%|█████████▎| 554/596 [13:01<02:15,  3.23s/it]
  above:  93%|█████████▎| 555/596 [13:01<02:20,  3.43s/it]
                                                          

  above:  93%|█████████▎| 555/596 [13:05<02:20,  3.43s/it]
  above:  93%|█████████▎| 556/596 [13:05<02:22,  3.57s/it]
                                                          

  above:  93%|█████████▎| 556/596 [13:09<02:22,  3.57s/it]
  above:  93%|█████████▎| 557/596 [13:09<02:22,  3.66s/it]
                                                          

  above:  93%|█████████▎| 557/596 [13:13<02:22,  3.66s/it]
  above:  94%|█████████▎| 558/596 [13:13<02:21,  3.73s/it]
                                                          

  above:  94%|█████████▎| 558/596 [13:17<02:21,  3.73s/it]
  above:  94%|█████████▍| 559/596 [13:17<02:19,  3.78s/it]
                                                          

  above:  94%|█████████▍| 559/596 [13:21<02:19,  3.78s/it]
  above:  94%|█████████▍| 560/596 [13:21<02:17,  3.83s/it]
                                                          

  above:  94%|█████████▍| 560/596 [13:25<02:17,  3.83s/it]
  above:  94%|█████████▍| 561/596 [13:25<02:14,  3.84s/it]
                                                          

  above:  94%|█████████▍| 561/596 [13:29<02:14,  3.84s/it]
  above:  94%|█████████▍| 562/596 [13:29<02:11,  3.85s/it]
                                                          

  above:  94%|█████████▍| 562/596 [13:32<02:11,  3.85s/it]
  above:  94%|█████████▍| 563/596 [13:32<02:07,  3.86s/it]
                                                          

  above:  94%|█████████▍| 563/596 [13:36<02:07,  3.86s/it]
  above:  95%|█████████▍| 564/596 [13:36<02:03,  3.87s/it]
                                                          

  above:  95%|█████████▍| 564/596 [13:40<02:03,  3.87s/it]
  above:  95%|█████████▍| 565/596 [13:40<02:00,  3.87s/it]
                                                          

  above:  95%|█████████▍| 565/596 [13:44<02:00,  3.87s/it]
  above:  95%|█████████▍| 566/596 [13:44<01:55,  3.86s/it]
                                                          

  above:  95%|█████████▍| 566/596 [13:48<01:55,  3.86s/it]
  above:  95%|█████████▌| 567/596 [13:48<01:52,  3.87s/it]
                                                          

  above:  95%|█████████▌| 567/596 [13:52<01:52,  3.87s/it]
  above:  95%|█████████▌| 568/596 [13:52<01:48,  3.88s/it]
                                                          

  above:  95%|█████████▌| 568/596 [13:56<01:48,  3.88s/it]
  above:  95%|█████████▌| 569/596 [13:56<01:44,  3.88s/it]
                                                          

  above:  95%|█████████▌| 569/596 [13:57<01:44,  3.88s/it]
  above:  96%|█████████▌| 570/596 [13:57<01:17,  2.99s/it]
                                                          

  above:  96%|█████████▌| 570/596 [14:01<01:17,  2.99s/it]
  above:  96%|█████████▌| 571/596 [14:01<01:21,  3.27s/it]
                                                          

  above:  96%|█████████▌| 571/596 [14:04<01:21,  3.27s/it]
  above:  96%|█████████▌| 572/596 [14:04<01:22,  3.46s/it]
                                                          

  above:  96%|█████████▌| 572/596 [14:08<01:22,  3.46s/it]
  above:  96%|█████████▌| 573/596 [14:08<01:22,  3.59s/it]
                                                          

  above:  96%|█████████▌| 573/596 [14:12<01:22,  3.59s/it]
  above:  96%|█████████▋| 574/596 [14:12<01:20,  3.67s/it]
                                                          

  above:  96%|█████████▋| 574/596 [14:16<01:20,  3.67s/it]
  above:  96%|█████████▋| 575/596 [14:16<01:18,  3.74s/it]
                                                          

  above:  96%|█████████▋| 575/596 [14:20<01:18,  3.74s/it]
  above:  97%|█████████▋| 576/596 [14:20<01:15,  3.79s/it]
                                                          

  above:  97%|█████████▋| 576/596 [14:21<01:15,  3.79s/it]
  above:  97%|█████████▋| 577/596 [14:21<00:55,  2.93s/it]
                                                          

  above:  97%|█████████▋| 577/596 [14:25<00:55,  2.93s/it]
  above:  97%|█████████▋| 578/596 [14:25<00:57,  3.21s/it]
                                                          

  above:  97%|█████████▋| 578/596 [14:28<00:57,  3.21s/it]
  above:  97%|█████████▋| 579/596 [14:28<00:56,  3.33s/it]
                                                          

  above:  97%|█████████▋| 579/596 [14:32<00:56,  3.33s/it]
  above:  97%|█████████▋| 580/596 [14:32<00:55,  3.50s/it]
                                                          

  above:  97%|█████████▋| 580/596 [14:36<00:55,  3.50s/it]
  above:  97%|█████████▋| 581/596 [14:36<00:54,  3.63s/it]
                                                          

  above:  97%|█████████▋| 581/596 [14:40<00:54,  3.63s/it]
  above:  98%|█████████▊| 582/596 [14:40<00:51,  3.71s/it]
                                                          

  above:  98%|█████████▊| 582/596 [14:44<00:51,  3.71s/it]
  above:  98%|█████████▊| 583/596 [14:44<00:48,  3.76s/it]
                                                          

  above:  98%|█████████▊| 583/596 [14:48<00:48,  3.76s/it]
  above:  98%|█████████▊| 584/596 [14:48<00:45,  3.80s/it]
                                                          

  above:  98%|█████████▊| 584/596 [14:52<00:45,  3.80s/it]
  above:  98%|█████████▊| 585/596 [14:52<00:41,  3.81s/it]
                                                          

  above:  98%|█████████▊| 585/596 [14:56<00:41,  3.81s/it]
  above:  98%|█████████▊| 586/596 [14:56<00:38,  3.85s/it]
                                                          

  above:  98%|█████████▊| 586/596 [14:57<00:38,  3.85s/it]
  above:  98%|█████████▊| 587/596 [14:57<00:26,  2.97s/it]
                                                          

  above:  98%|█████████▊| 587/596 [15:00<00:26,  2.97s/it]
  above:  99%|█████████▊| 588/596 [15:00<00:25,  3.22s/it]
                                                          

  above:  99%|█████████▊| 588/596 [15:01<00:25,  3.22s/it]
  above:  99%|█████████▉| 589/596 [15:01<00:17,  2.46s/it]
                                                          

  above:  99%|█████████▉| 589/596 [15:05<00:17,  2.46s/it]
  above:  99%|█████████▉| 590/596 [15:05<00:17,  2.90s/it]
                                                          

  above:  99%|█████████▉| 590/596 [15:09<00:17,  2.90s/it]
  above:  99%|█████████▉| 591/596 [15:09<00:15,  3.20s/it]
                                                          

  above:  99%|█████████▉| 591/596 [15:13<00:15,  3.20s/it]
  above:  99%|█████████▉| 592/596 [15:13<00:13,  3.40s/it]
                                                          

  above:  99%|█████████▉| 592/596 [15:17<00:13,  3.40s/it]
  above:  99%|█████████▉| 593/596 [15:17<00:10,  3.55s/it]
                                                          

  above:  99%|█████████▉| 593/596 [15:21<00:10,  3.55s/it]
  above: 100%|█████████▉| 594/596 [15:21<00:07,  3.66s/it]
                                                          

  above: 100%|█████████▉| 594/596 [15:25<00:07,  3.66s/it]
  above: 100%|█████████▉| 595/596 [15:25<00:03,  3.72s/it]
                                                          

  above: 100%|█████████▉| 595/596 [15:28<00:03,  3.72s/it]
  above: 100%|██████████| 596/596 [15:28<00:00,  3.79s/it]
  above: 100%|██████████| 596/596 [15:28<00:00,  1.56s/it]
+2026-02-16 05:44:35,990 - INFO -   above: 596/596 extracted | correct=596, incorrect=0, accuracy=100.0%
+2026-02-16 05:44:35,991 - INFO - Processing category: under (602 samples)
+    [O] #2802   expected=above    | predicted="above"
+    [O] #2805   expected=above    | predicted="above"
+    [O] #2817   expected=above    | predicted="above"
+    [O] #2820   expected=above    | predicted="above"
+    [O] #2839   expected=above    | predicted="above"
+    [O] #2840   expected=above    | predicted="above"
+    [O] #2844   expected=above    | predicted="above"
+    [O] #2845   expected=above    | predicted="above"
+    [O] #2855   expected=above    | predicted="above"
+    [O] #2861   expected=above    | predicted="above"
+    [O] #2876   expected=above    | predicted="above"
+    [O] #2884   expected=above    | predicted="above"
+    [O] #2890   expected=above    | predicted="above"
+    [O] #2894   expected=above    | predicted="above"
+    [O] #2914   expected=above    | predicted="above"
+    [O] #2922   expected=above    | predicted="above"
+    [O] #2925   expected=above    | predicted="above"
+    [O] #2929   expected=above    | predicted="above"
+    [O] #2934   expected=above    | predicted="above"
+    [O] #2936   expected=above    | predicted="above"
+    [O] #2943   expected=above    | predicted="above"
+    [O] #2947   expected=above    | predicted="above"
+    [O] #2950   expected=above    | predicted="above"
+    [O] #2953   expected=above    | predicted="above"
+    [O] #2956   expected=above    | predicted="above"
+    [O] #2958   expected=above    | predicted="above"
+    [O] #2959   expected=above    | predicted="above"
+    [O] #2968   expected=above    | predicted="above"
+    [O] #2973   expected=above    | predicted="above"
+    [O] #2976   expected=above    | predicted="above"
+    [O] #2977   expected=above    | predicted="above"
+    [O] #2985   expected=above    | predicted="above"
+    [O] #2987   expected=above    | predicted="above"
+    [O] #2990   expected=above    | predicted="above"
+    [O] #2995   expected=above    | predicted="above"
+    [O] #3016   expected=above    | predicted="above"
+    [O] #3018   expected=above    | predicted="above"
+    [O] #3028   expected=above    | predicted="above"
+    [O] #3032   expected=above    | predicted="above"
+    [O] #3035   expected=above    | predicted="above"
+    [O] #3045   expected=above    | predicted="above"
+    [O] #3046   expected=above    | predicted="above"
+    [O] #3052   expected=above    | predicted="above"
+    [O] #3053   expected=above    | predicted="above"
+    [O] #3058   expected=above    | predicted="above"
+    [O] #3059   expected=above    | predicted="above"
+    [O] #3060   expected=above    | predicted="above"
+    [O] #3063   expected=above    | predicted="above"
+    [O] #3068   expected=above    | predicted="above"
+    [O] #3074   expected=above    | predicted="above"
+    [O] #3079   expected=above    | predicted="above"
+    [O] #3083   expected=above    | predicted="above"
+    [O] #3086   expected=above    | predicted="above"
+    [O] #3105   expected=above    | predicted="above"
+    [O] #3113   expected=above    | predicted="above"
+    [O] #3134   expected=above    | predicted="above"
+    [O] #3139   expected=above    | predicted="above"
+    [O] #3145   expected=above    | predicted="above"
+    [O] #3155   expected=above    | predicted="above"
+    [O] #3167   expected=above    | predicted="above"
+    [O] #3177   expected=above    | predicted="above"
+    [O] #3181   expected=above    | predicted="above"
+    [O] #3182   expected=above    | predicted="above"
+    [O] #3183   expected=above    | predicted="above"
+    [O] #3189   expected=above    | predicted="above"
+    [O] #3194   expected=above    | predicted="above"
+    [O] #3196   expected=above    | predicted="above"
+    [O] #3204   expected=above    | predicted="above"
+    [O] #3206   expected=above    | predicted="above"
+    [O] #3209   expected=above    | predicted="above"
+    [O] #3210   expected=above    | predicted="above"
+    [O] #3215   expected=above    | predicted="above"
+    [O] #3216   expected=above    | predicted="above"
+    [O] #3218   expected=above    | predicted="above"
+    [O] #3227   expected=above    | predicted="above"
+    [O] #3237   expected=above    | predicted="above"
+    [O] #3238   expected=above    | predicted="above"
+    [O] #3240   expected=above    | predicted="above"
+    [O] #3247   expected=above    | predicted="above"
+    [O] #3262   expected=above    | predicted="above"
+    [O] #3272   expected=above    | predicted="above"
+    [O] #3286   expected=above    | predicted="above"
+    [O] #3293   expected=above    | predicted="above"
+    [O] #3294   expected=above    | predicted="above"
+    [O] #3295   expected=above    | predicted="above"
+    [O] #3299   expected=above    | predicted="above"
+    [O] #3302   expected=above    | predicted="above"
+    [O] #3303   expected=above    | predicted="above"
+    [O] #3312   expected=above    | predicted="above"
+    [O] #3318   expected=above    | predicted="above"
+    [O] #3320   expected=above    | predicted="above"
+    [O] #3336   expected=above    | predicted="above"
+    [O] #3339   expected=above    | predicted="above"
+    [O] #3341   expected=above    | predicted="above"
+    [O] #3346   expected=above    | predicted="above"
+    [O] #3349   expected=above    | predicted="above"
+    [O] #3366   expected=above    | predicted="above"
+    [O] #3367   expected=above    | predicted="above"
+    [O] #3370   expected=above    | predicted="above"
+    [O] #3371   expected=above    | predicted="above"
+    [O] #3383   expected=above    | predicted="above"
+    [O] #3391   expected=above    | predicted="above"
+    [O] #3395   expected=above    | predicted="above"
+    [O] #3401   expected=above    | predicted="above"
+    [O] #3408   expected=above    | predicted="above"
+    [O] #3409   expected=above    | predicted="above"
+    [O] #3413   expected=above    | predicted="above"
+    [O] #3417   expected=above    | predicted="above"
+    [O] #3421   expected=above    | predicted="above"
+    [O] #3424   expected=above    | predicted="above"
+    [O] #3427   expected=above    | predicted="above"
+    [O] #3450   expected=above    | predicted="above"
+    [O] #3460   expected=above    | predicted="above"
+    [O] #3464   expected=above    | predicted="above"
+    [O] #3468   expected=above    | predicted="above"
+    [O] #3471   expected=above    | predicted="above"
+    [O] #3472   expected=above    | predicted="above"
+    [O] #3475   expected=above    | predicted="above"
+    [O] #3512   expected=above    | predicted="above"
+    [O] #3519   expected=above    | predicted="above"
+    [O] #3520   expected=above    | predicted="above"
+    [O] #3525   expected=above    | predicted="above"
+    [O] #3528   expected=above    | predicted="above"
+    [O] #3530   expected=above    | predicted="above"
+    [O] #3532   expected=above    | predicted="above"
+    [O] #3544   expected=above    | predicted="above"
+    [O] #3546   expected=above    | predicted="above"
+    [O] #3551   expected=above    | predicted="above"
+    [O] #3558   expected=above    | predicted="above"
+    [O] #3563   expected=above    | predicted="above"
+    [O] #3566   expected=above    | predicted="above"
+    [O] #3570   expected=above    | predicted="above"
+    [O] #3574   expected=above    | predicted="above"
+    [O] #3585   expected=above    | predicted="above"
+    [O] #3592   expected=above    | predicted="above"
+    [O] #3608   expected=above    | predicted="above"
+    [O] #3617   expected=above    | predicted="above"
+    [O] #3621   expected=above    | predicted="above"
+    [O] #3623   expected=above    | predicted="above"
+    [O] #3626   expected=above    | predicted="above"
+    [O] #3631   expected=above    | predicted="above"
+    [O] #3634   expected=above    | predicted="above"
+    [O] #3636   expected=above    | predicted="above"
+
  under:   0%|          | 0/602 [00:00<?, ?it/s]
                                                

  under:   0%|          | 0/602 [00:00<?, ?it/s]
  under:   0%|          | 1/602 [00:00<04:36,  2.17it/s]
                                                        

  under:   0%|          | 1/602 [00:01<04:36,  2.17it/s]
  under:   0%|          | 2/602 [00:01<07:23,  1.35it/s]
                                                        

  under:   0%|          | 2/602 [00:02<07:23,  1.35it/s]
  under:   0%|          | 3/602 [00:02<08:08,  1.23it/s]
                                                        

  under:   0%|          | 3/602 [00:03<08:08,  1.23it/s]
  under:   1%|          | 4/602 [00:03<08:34,  1.16it/s]
                                                        

  under:   1%|          | 4/602 [00:03<08:34,  1.16it/s]
  under:   1%|          | 5/602 [00:03<07:00,  1.42it/s]
                                                        

  under:   1%|          | 5/602 [00:04<07:00,  1.42it/s]
  under:   1%|          | 6/602 [00:04<07:50,  1.27it/s]
                                                        

  under:   1%|          | 6/602 [00:05<07:50,  1.27it/s]
  under:   1%|          | 7/602 [00:05<08:11,  1.21it/s]
                                                        

  under:   1%|          | 7/602 [00:06<08:11,  1.21it/s]
  under:   1%|▏         | 8/602 [00:06<08:29,  1.17it/s]
                                                        

  under:   1%|▏         | 8/602 [00:06<08:29,  1.17it/s]
  under:   1%|▏         | 9/602 [00:06<07:26,  1.33it/s]
                                                        

  under:   1%|▏         | 9/602 [00:07<07:26,  1.33it/s]
  under:   2%|▏         | 10/602 [00:07<07:54,  1.25it/s]
                                                         

  under:   2%|▏         | 10/602 [00:08<07:54,  1.25it/s]
  under:   2%|▏         | 11/602 [00:08<08:18,  1.19it/s]
                                                         

  under:   2%|▏         | 11/602 [00:09<08:18,  1.19it/s]
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  under:  12%|█▏        | 70/602 [00:56<07:02,  1.26it/s]
                                                         

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  under:  17%|█▋        | 104/602 [01:21<05:11,  1.60it/s]
                                                          

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  under:  18%|█▊        | 107/602 [01:23<05:11,  1.59it/s]
                                                          

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    [X] #929    expected=under    | predicted="above"
+    [X] #930    expected=under    | predicted="above"
+    [X] #944    expected=under    | predicted="above"
+    [X] #953    expected=under    | predicted="above"
+    [X] #955    expected=under    | predicted="above"
+    [X] #968    expected=under    | predicted="above"
+    [X] #970    expected=under    | predicted="above"
+    [X] #971    expected=under    | predicted="above"
+    [X] #979    expected=under    | predicted="above"
+    [X] #990    expected=under    | predicted="above"
+    [O] #1012   expected=under    | predicted="under"
+    [X] #1025   expected=under    | predicted="above"
+    [X] #1038   expected=under    | predicted="above"
+    [X] #1040   expected=under    | predicted="above"
+    [X] #1045   expected=under    | predicted="above"
+    [X] #1051   expected=under    | predicted="above"
+    [X] #1053   expected=under    | predicted="above"
+    [X] #1057   expected=under    | predicted="above"
+    [O] #1061   expected=under    | predicted="below"
+    [X] #1062   expected=under    | predicted="above"
+    [X] #1063   expected=under    | predicted="above"
+    [X] #1067   expected=under    | predicted="above"
+    [X] #1072   expected=under    | predicted="above"
+    [X] #1076   expected=under    | predicted="above"
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    [X] #1784   expected=under    | predicted="above"
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+    [X] #2551   expected=under    | predicted="above"
+    [O] #2553   expected=under    | predicted="under"
+    [X] #2558   expected=under    | predicted="above"
+    [X] #2563   expected=under    | predicted="above"
+    [X] #2567   expected=under    | predicted="above"
+    [O] #2572   expected=under    | predicted="under"
+    [X] #2587   expected=under    | predicted="above"
+    [O] #2591   expected=under    | predicted="below"
+    [X] #2595   expected=under    | predicted="above"
+    [O] #2604   expected=under    | predicted="under"
+    [O] #2605   expected=under    | predicted="below"
+    [O] #2608   expected=under    | predicted="below"
+    [X] #2611   expected=under    | predicted="above"
+    [X] #2614   expected=under    | predicted="above"
+    [O] #2621   expected=under    | predicted="below"
+    [X] #2622   expected=under    | predicted="above"
+    [X] #2635   expected=under    | predicted="above"
+    [X] #2636   expected=under    | predicted="above"
+    [O] #2674   expected=under    | predicted="below"
+    [X] #2682   expected=under    | predicted="above"
+    [X] #2687   expected=under    | predicted="above"
+    [O] #2699   expected=under    | predicted="below"
+    [X] #2705   expected=under    | predicted="above"
+    [X] #2709   expected=under    | predicted="above"
+    [X] #2710   expected=under    | predicted="above"
+    [X] #2714   expected=under    | predicted="above"
+    [X] #2715   expected=under    | predicted="above"
+    [X] #2726   expected=under    | predicted="above"
+    [X] #2729   expected=under    | predicted="above"
+    [X] #2730   expected=under    | predicted="above"
+    [O] #2736   expected=under    | predicted="under"
+    [X] #2740   expected=under    | predicted="above"
+    [X] #2757   expected=under    | predicted="above"
+    [X] #2771   expected=under    | predicted="above"
+    [O] #2775   expected=under    | predicted="below"
+    [O] #2799   expected=under    | predicted="under"
+    [X] #2804   expected=under    | predicted="above"
+
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  under:  91%|█████████▏| 550/602 [12:26<03:10,  3.66s/it]
  under:  92%|█████████▏| 551/602 [12:26<03:10,  3.73s/it]
                                                          

  under:  92%|█████████▏| 551/602 [12:30<03:10,  3.73s/it]
  under:  92%|█████████▏| 552/602 [12:30<03:08,  3.76s/it]
                                                          

  under:  92%|█████████▏| 552/602 [12:34<03:08,  3.76s/it]
  under:  92%|█████████▏| 553/602 [12:34<03:05,  3.79s/it]
                                                          

  under:  92%|█████████▏| 553/602 [12:38<03:05,  3.79s/it]
  under:  92%|█████████▏| 554/602 [12:38<03:03,  3.81s/it]
                                                          

  under:  92%|█████████▏| 554/602 [12:41<03:03,  3.81s/it]
  under:  92%|█████████▏| 555/602 [12:41<03:00,  3.84s/it]
                                                          

  under:  92%|█████████▏| 555/602 [12:45<03:00,  3.84s/it]
  under:  92%|█████████▏| 556/602 [12:45<02:57,  3.85s/it]
                                                          

  under:  92%|█████████▏| 556/602 [12:49<02:57,  3.85s/it]
  under:  93%|█████████▎| 557/602 [12:49<02:53,  3.86s/it]
                                                          

  under:  93%|█████████▎| 557/602 [12:50<02:53,  3.86s/it]
  under:  93%|█████████▎| 558/602 [12:50<02:10,  2.98s/it]
                                                          

  under:  93%|█████████▎| 558/602 [12:54<02:10,  2.98s/it]
  under:  93%|█████████▎| 559/602 [12:54<02:19,  3.24s/it]
                                                          

  under:  93%|█████████▎| 559/602 [12:58<02:19,  3.24s/it]
  under:  93%|█████████▎| 560/602 [12:58<02:24,  3.43s/it]
                                                          

  under:  93%|█████████▎| 560/602 [13:02<02:24,  3.43s/it]
  under:  93%|█████████▎| 561/602 [13:02<02:25,  3.56s/it]
                                                          

  under:  93%|█████████▎| 561/602 [13:06<02:25,  3.56s/it]
  under:  93%|█████████▎| 562/602 [13:06<02:25,  3.64s/it]
                                                          

  under:  93%|█████████▎| 562/602 [13:09<02:25,  3.64s/it]
  under:  94%|█████████▎| 563/602 [13:09<02:23,  3.69s/it]
                                                          

  under:  94%|█████████▎| 563/602 [13:13<02:23,  3.69s/it]
  under:  94%|█████████▎| 564/602 [13:13<02:21,  3.73s/it]
                                                          

  under:  94%|█████████▎| 564/602 [13:17<02:21,  3.73s/it]
  under:  94%|█████████▍| 565/602 [13:17<02:19,  3.78s/it]
                                                          

  under:  94%|█████████▍| 565/602 [13:21<02:19,  3.78s/it]
  under:  94%|█████████▍| 566/602 [13:21<02:17,  3.81s/it]
                                                          

  under:  94%|█████████▍| 566/602 [13:25<02:17,  3.81s/it]
  under:  94%|█████████▍| 567/602 [13:25<02:14,  3.83s/it]
                                                          

  under:  94%|█████████▍| 567/602 [13:29<02:14,  3.83s/it]
  under:  94%|█████████▍| 568/602 [13:29<02:10,  3.84s/it]
                                                          

  under:  94%|█████████▍| 568/602 [13:33<02:10,  3.84s/it]
  under:  95%|█████████▍| 569/602 [13:33<02:06,  3.85s/it]
                                                          

  under:  95%|█████████▍| 569/602 [13:36<02:06,  3.85s/it]
  under:  95%|█████████▍| 570/602 [13:36<02:02,  3.84s/it]
                                                          

  under:  95%|█████████▍| 570/602 [13:40<02:02,  3.84s/it]
  under:  95%|█████████▍| 571/602 [13:40<01:56,  3.77s/it]
                                                          

  under:  95%|█████████▍| 571/602 [13:44<01:56,  3.77s/it]
  under:  95%|█████████▌| 572/602 [13:44<01:54,  3.80s/it]
                                                          

  under:  95%|█████████▌| 572/602 [13:48<01:54,  3.80s/it]
  under:  95%|█████████▌| 573/602 [13:48<01:51,  3.83s/it]
                                                          

  under:  95%|█████████▌| 573/602 [13:52<01:51,  3.83s/it]
  under:  95%|█████████▌| 574/602 [13:52<01:47,  3.85s/it]
                                                          

  under:  95%|█████████▌| 574/602 [13:56<01:47,  3.85s/it]
  under:  96%|█████████▌| 575/602 [13:56<01:44,  3.86s/it]
                                                          

  under:  96%|█████████▌| 575/602 [13:59<01:44,  3.86s/it]
  under:  96%|█████████▌| 576/602 [13:59<01:40,  3.86s/it]
                                                          

  under:  96%|█████████▌| 576/602 [14:03<01:40,  3.86s/it]
  under:  96%|█████████▌| 577/602 [14:03<01:36,  3.86s/it]
                                                          

  under:  96%|█████████▌| 577/602 [14:07<01:36,  3.86s/it]
  under:  96%|█████████▌| 578/602 [14:07<01:32,  3.86s/it]
                                                          

  under:  96%|█████████▌| 578/602 [14:11<01:32,  3.86s/it]
  under:  96%|█████████▌| 579/602 [14:11<01:28,  3.87s/it]
                                                          

  under:  96%|█████████▌| 579/602 [14:15<01:28,  3.87s/it]
  under:  96%|█████████▋| 580/602 [14:15<01:25,  3.87s/it]
                                                          

  under:  96%|█████████▋| 580/602 [14:19<01:25,  3.87s/it]
  under:  97%|█████████▋| 581/602 [14:19<01:21,  3.87s/it]
                                                          

  under:  97%|█████████▋| 581/602 [14:22<01:21,  3.87s/it]
  under:  97%|█████████▋| 582/602 [14:22<01:16,  3.82s/it]
                                                          

  under:  97%|█████████▋| 582/602 [14:26<01:16,  3.82s/it]
  under:  97%|█████████▋| 583/602 [14:26<01:12,  3.84s/it]
                                                          

  under:  97%|█████████▋| 583/602 [14:30<01:12,  3.84s/it]
  under:  97%|█████████▋| 584/602 [14:30<01:09,  3.85s/it]
                                                          

  under:  97%|█████████▋| 584/602 [14:34<01:09,  3.85s/it]
  under:  97%|█████████▋| 585/602 [14:34<01:05,  3.86s/it]
                                                          

  under:  97%|█████████▋| 585/602 [14:35<01:05,  3.86s/it]
  under:  97%|█████████▋| 586/602 [14:35<00:47,  2.98s/it]
                                                          

  under:  97%|█████████▋| 586/602 [14:39<00:47,  2.98s/it]
  under:  98%|█████████▊| 587/602 [14:39<00:48,  3.26s/it]
                                                          

  under:  98%|█████████▊| 587/602 [14:43<00:48,  3.26s/it]
  under:  98%|█████████▊| 588/602 [14:43<00:47,  3.43s/it]
                                                          

  under:  98%|█████████▊| 588/602 [14:47<00:47,  3.43s/it]
  under:  98%|█████████▊| 589/602 [14:47<00:46,  3.56s/it]
                                                          

  under:  98%|█████████▊| 589/602 [14:50<00:46,  3.56s/it]
  under:  98%|█████████▊| 590/602 [14:50<00:43,  3.66s/it]
                                                          

  under:  98%|█████████▊| 590/602 [14:54<00:43,  3.66s/it]
  under:  98%|█████████▊| 591/602 [14:54<00:40,  3.72s/it]
                                                          

  under:  98%|█████████▊| 591/602 [14:58<00:40,  3.72s/it]
  under:  98%|█████████▊| 592/602 [14:58<00:37,  3.76s/it]
                                                          

  under:  98%|█████████▊| 592/602 [15:02<00:37,  3.76s/it]
  under:  99%|█████████▊| 593/602 [15:02<00:34,  3.78s/it]
                                                          

  under:  99%|█████████▊| 593/602 [15:06<00:34,  3.78s/it]
  under:  99%|█████████▊| 594/602 [15:06<00:30,  3.81s/it]
                                                          

  under:  99%|█████████▊| 594/602 [15:10<00:30,  3.81s/it]
  under:  99%|█████████▉| 595/602 [15:10<00:26,  3.82s/it]
                                                          

  under:  99%|█████████▉| 595/602 [15:14<00:26,  3.82s/it]
  under:  99%|█████████▉| 596/602 [15:14<00:23,  3.84s/it]
                                                          

  under:  99%|█████████▉| 596/602 [15:18<00:23,  3.84s/it]
  under:  99%|█████████▉| 597/602 [15:18<00:19,  3.85s/it]
                                                          

  under:  99%|█████████▉| 597/602 [15:18<00:19,  3.85s/it]
  under:  99%|█████████▉| 598/602 [15:18<00:11,  2.97s/it]
                                                          

  under:  99%|█████████▉| 598/602 [15:22<00:11,  2.97s/it]
  under: 100%|█████████▉| 599/602 [15:22<00:09,  3.22s/it]
                                                          

  under: 100%|█████████▉| 599/602 [15:26<00:09,  3.22s/it]
  under: 100%|█████████▉| 600/602 [15:26<00:06,  3.41s/it]
                                                          

  under: 100%|█████████▉| 600/602 [15:30<00:06,  3.41s/it]
  under: 100%|█████████▉| 601/602 [15:30<00:03,  3.55s/it]
                                                          

  under: 100%|█████████▉| 601/602 [15:34<00:03,  3.55s/it]
  under: 100%|██████████| 602/602 [15:34<00:00,  3.65s/it]
  under: 100%|██████████| 602/602 [15:34<00:00,  1.55s/it]
+2026-02-16 06:00:10,342 - INFO -   under: 602/602 extracted | correct=121, incorrect=481, accuracy=20.1%
+2026-02-16 06:00:10,343 - INFO - Processing category: far (594 samples)
+    [X] #2808   expected=under    | predicted="above"
+    [O] #2812   expected=under    | predicted="below"
+    [X] #2819   expected=under    | predicted="above"
+    [X] #2826   expected=under    | predicted="above"
+    [O] #2832   expected=under    | predicted="below"
+    [X] #2833   expected=under    | predicted="above"
+    [X] #2835   expected=under    | predicted="above"
+    [X] #2837   expected=under    | predicted="above"
+    [X] #2852   expected=under    | predicted="above"
+    [X] #2858   expected=under    | predicted="above"
+    [O] #2867   expected=under    | predicted="below"
+    [O] #2872   expected=under    | predicted="below"
+    [X] #2873   expected=under    | predicted="above"
+    [X] #2889   expected=under    | predicted="above"
+    [O] #2892   expected=under    | predicted="below"
+    [X] #2900   expected=under    | predicted="above"
+    [X] #2901   expected=under    | predicted="above"
+    [O] #2908   expected=under    | predicted="below"
+    [O] #2913   expected=under    | predicted="below"
+    [X] #2915   expected=under    | predicted="above"
+    [X] #2942   expected=under    | predicted="above"
+    [O] #2944   expected=under    | predicted="below"
+    [X] #2952   expected=under    | predicted="above"
+    [X] #2954   expected=under    | predicted="above"
+    [X] #2957   expected=under    | predicted="above"
+    [X] #2961   expected=under    | predicted="above"
+    [X] #2963   expected=under    | predicted="above"
+    [X] #2967   expected=under    | predicted="above"
+    [X] #2975   expected=under    | predicted="above"
+    [X] #2980   expected=under    | predicted="above"
+    [O] #3013   expected=under    | predicted="below"
+    [X] #3019   expected=under    | predicted="above"
+    [X] #3023   expected=under    | predicted="above"
+    [O] #3025   expected=under    | predicted="below"
+    [O] #3029   expected=under    | predicted="below"
+    [X] #3038   expected=under    | predicted="above"
+    [X] #3042   expected=under    | predicted="above"
+    [O] #3043   expected=under    | predicted="below"
+    [O] #3047   expected=under    | predicted="below"
+    [X] #3049   expected=under    | predicted="above"
+    [X] #3050   expected=under    | predicted="above"
+    [X] #3057   expected=under    | predicted="above"
+    [X] #3061   expected=under    | predicted="above"
+    [X] #3062   expected=under    | predicted="above"
+    [X] #3071   expected=under    | predicted="above"
+    [X] #3075   expected=under    | predicted="above"
+    [O] #3077   expected=under    | predicted="below"
+    [X] #3084   expected=under    | predicted="above"
+    [O] #3087   expected=under    | predicted="below"
+    [X] #3092   expected=under    | predicted="above"
+    [X] #3099   expected=under    | predicted="above"
+    [O] #3100   expected=under    | predicted="below"
+    [O] #3107   expected=under    | predicted="under"
+    [X] #3109   expected=under    | predicted="above"
+    [X] #3111   expected=under    | predicted="above"
+    [X] #3112   expected=under    | predicted="above"
+    [X] #3114   expected=under    | predicted="above"
+    [X] #3120   expected=under    | predicted="above"
+    [O] #3127   expected=under    | predicted="below"
+    [O] #3130   expected=under    | predicted="below"
+    [X] #3137   expected=under    | predicted="above"
+    [O] #3138   expected=under    | predicted="below"
+    [O] #3141   expected=under    | predicted="under"
+    [X] #3142   expected=under    | predicted="above"
+    [X] #3146   expected=under    | predicted="above"
+    [X] #3149   expected=under    | predicted="above"
+    [O] #3150   expected=under    | predicted="under"
+    [O] #3153   expected=under    | predicted="below"
+    [X] #3161   expected=under    | predicted="above"
+    [O] #3166   expected=under    | predicted="below"
+    [X] #3170   expected=under    | predicted="above"
+    [O] #3175   expected=under    | predicted="Below"
+    [X] #3178   expected=under    | predicted="above"
+    [O] #3179   expected=under    | predicted="under"
+    [O] #3184   expected=under    | predicted="below"
+    [O] #3192   expected=under    | predicted="below"
+    [X] #3193   expected=under    | predicted="above"
+    [X] #3203   expected=under    | predicted="above"
+    [X] #3217   expected=under    | predicted="above"
+    [X] #3221   expected=under    | predicted="above"
+    [X] #3223   expected=under    | predicted="above"
+    [X] #3224   expected=under    | predicted="above"
+    [X] #3229   expected=under    | predicted="above"
+    [O] #3230   expected=under    | predicted="below"
+    [X] #3231   expected=under    | predicted="above"
+    [X] #3234   expected=under    | predicted="above"
+    [X] #3243   expected=under    | predicted="above"
+    [X] #3244   expected=under    | predicted="above"
+    [X] #3246   expected=under    | predicted="above"
+    [X] #3255   expected=under    | predicted="above"
+    [O] #3258   expected=under    | predicted="under"
+    [O] #3260   expected=under    | predicted="below"
+    [O] #3266   expected=under    | predicted="below"
+    [X] #3271   expected=under    | predicted="above"
+    [X] #3273   expected=under    | predicted="above"
+    [X] #3277   expected=under    | predicted="above"
+    [X] #3279   expected=under    | predicted="above"
+    [O] #3284   expected=under    | predicted="below"
+    [X] #3292   expected=under    | predicted="above"
+    [X] #3305   expected=under    | predicted="above"
+    [X] #3307   expected=under    | predicted="above"
+    [X] #3308   expected=under    | predicted="above"
+    [O] #3317   expected=under    | predicted="below"
+    [X] #3319   expected=under    | predicted="above"
+    [X] #3323   expected=under    | predicted="above"
+    [X] #3327   expected=under    | predicted="above"
+    [O] #3329   expected=under    | predicted="below"
+    [O] #3345   expected=under    | predicted="below"
+    [O] #3348   expected=under    | predicted="Below"
+    [X] #3351   expected=under    | predicted="above"
+    [O] #3352   expected=under    | predicted="below"
+    [O] #3355   expected=under    | predicted="below"
+    [X] #3365   expected=under    | predicted="above"
+    [O] #3373   expected=under    | predicted="below"
+    [X] #3377   expected=under    | predicted="above"
+    [O] #3388   expected=under    | predicted="below"
+    [X] #3393   expected=under    | predicted="above"
+    [X] #3394   expected=under    | predicted="above"
+    [X] #3405   expected=under    | predicted="above"
+    [X] #3414   expected=under    | predicted="above"
+    [X] #3415   expected=under    | predicted="above"
+    [X] #3420   expected=under    | predicted="above"
+    [X] #3434   expected=under    | predicted="above"
+    [X] #3438   expected=under    | predicted="above"
+    [X] #3444   expected=under    | predicted="above"
+    [X] #3445   expected=under    | predicted="above"
+    [X] #3446   expected=under    | predicted="above"
+    [X] #3453   expected=under    | predicted="above"
+    [X] #3459   expected=under    | predicted="above"
+    [X] #3467   expected=under    | predicted="above"
+    [X] #3485   expected=under    | predicted="above"
+    [X] #3489   expected=under    | predicted="above"
+    [O] #3508   expected=under    | predicted="under"
+    [X] #3526   expected=under    | predicted="above"
+    [X] #3538   expected=under    | predicted="above"
+    [X] #3545   expected=under    | predicted="above"
+    [O] #3560   expected=under    | predicted="below"
+    [X] #3564   expected=under    | predicted="above"
+    [X] #3565   expected=under    | predicted="above"
+    [O] #3573   expected=under    | predicted="below"
+    [O] #3578   expected=under    | predicted="below"
+    [X] #3579   expected=under    | predicted="above"
+    [O] #3581   expected=under    | predicted="below"
+    [X] #3587   expected=under    | predicted="above"
+    [O] #3603   expected=under    | predicted="below"
+    [X] #3605   expected=under    | predicted="above"
+    [X] #3613   expected=under    | predicted="above"
+    [X] #3629   expected=under    | predicted="above"
+    [O] #3639   expected=under    | predicted="below"
+
  far:   0%|          | 0/594 [00:00<?, ?it/s]
                                              

  far:   0%|          | 0/594 [00:00<?, ?it/s]
  far:   0%|          | 1/594 [00:00<08:58,  1.10it/s]
                                                      

  far:   0%|          | 1/594 [00:01<08:58,  1.10it/s]
  far:   0%|          | 2/594 [00:01<07:02,  1.40it/s]
                                                      

  far:   0%|          | 2/594 [00:02<07:02,  1.40it/s]
  far:   1%|          | 3/594 [00:02<07:55,  1.24it/s]
                                                      

  far:   1%|          | 3/594 [00:03<07:55,  1.24it/s]
  far:   1%|          | 4/594 [00:03<08:21,  1.18it/s]
                                                      

  far:   1%|          | 4/594 [00:04<08:21,  1.18it/s]
  far:   1%|          | 5/594 [00:04<08:38,  1.14it/s]
                                                      

  far:   1%|          | 5/594 [00:04<08:38,  1.14it/s]
  far:   1%|          | 6/594 [00:04<07:05,  1.38it/s]
                                                      

  far:   1%|          | 6/594 [00:05<07:05,  1.38it/s]
  far:   1%|          | 7/594 [00:05<07:40,  1.28it/s]
                                                      

  far:   1%|          | 7/594 [00:06<07:40,  1.28it/s]
  far:   1%|▏         | 8/594 [00:06<08:01,  1.22it/s]
                                                      

  far:   1%|▏         | 8/594 [00:07<08:01,  1.22it/s]
  far:   2%|▏         | 9/594 [00:07<08:19,  1.17it/s]
                                                      

  far:   2%|▏         | 9/594 [00:07<08:19,  1.17it/s]
  far:   2%|▏         | 10/594 [00:07<06:58,  1.39it/s]
                                                       

  far:   2%|▏         | 10/594 [00:08<06:58,  1.39it/s]
  far:   2%|▏         | 11/594 [00:08<07:33,  1.29it/s]
                                                       

  far:   2%|▏         | 11/594 [00:09<07:33,  1.29it/s]
  far:   2%|▏         | 12/594 [00:09<07:55,  1.22it/s]
                                                       

  far:   2%|▏         | 12/594 [00:10<07:55,  1.22it/s]
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    [O] #6      expected=far      | predicted="far"
+    [O] #8      expected=far      | predicted="far"
+    [O] #9      expected=far      | predicted="far"
+    [O] #23     expected=far      | predicted="far"
+    [O] #30     expected=far      | predicted="far"
+    [O] #40     expected=far      | predicted="far"
+    [O] #44     expected=far      | predicted="far"
+    [O] #45     expected=far      | predicted="far"
+    [O] #50     expected=far      | predicted="far"
+    [O] #51     expected=far      | predicted="far"
+    [O] #52     expected=far      | predicted="far"
+    [O] #58     expected=far      | predicted="far"
+    [O] #90     expected=far      | predicted="far"
+    [O] #92     expected=far      | predicted="far"
+    [O] #93     expected=far      | predicted="far"
+    [O] #96     expected=far      | predicted="far"
+    [O] #104    expected=far      | predicted="far"
+    [O] #110    expected=far      | predicted="far"
+    [O] #111    expected=far      | predicted="far"
+    [O] #116    expected=far      | predicted="far"
+    [O] #120    expected=far      | predicted="far"
+    [O] #130    expected=far      | predicted="far"
+    [O] #132    expected=far      | predicted="far"
+    [O] #135    expected=far      | predicted="far"
+    [O] #145    expected=far      | predicted="far"
+    [O] #146    expected=far      | predicted="far"
+    [O] #148    expected=far      | predicted="far"
+    [O] #153    expected=far      | predicted="far"
+    [O] #163    expected=far      | predicted="far"
+    [O] #167    expected=far      | predicted="far"
+    [O] #170    expected=far      | predicted="far"
+    [O] #174    expected=far      | predicted="far"
+    [O] #175    expected=far      | predicted="far"
+    [O] #179    expected=far      | predicted="far"
+    [O] #181    expected=far      | predicted="far"
+    [O] #191    expected=far      | predicted="far"
+    [O] #192    expected=far      | predicted="far"
+    [O] #201    expected=far      | predicted="far"
+    [O] #204    expected=far      | predicted="far"
+    [O] #205    expected=far      | predicted="far"
+    [O] #207    expected=far      | predicted="far"
+    [O] #219    expected=far      | predicted="far"
+    [O] #222    expected=far      | predicted="far"
+    [O] #228    expected=far      | predicted="far"
+    [O] #229    expected=far      | predicted="far"
+    [O] #233    expected=far      | predicted="far"
+    [O] #236    expected=far      | predicted="far"
+    [O] #241    expected=far      | predicted="far"
+    [O] #247    expected=far      | predicted="far"
+    [O] #254    expected=far      | predicted="far"
+    [O] #258    expected=far      | predicted="far"
+    [O] #262    expected=far      | predicted="far"
+    [O] #263    expected=far      | predicted="far"
+    [O] #272    expected=far      | predicted="far"
+    [O] #286    expected=far      | predicted="far"
+    [O] #294    expected=far      | predicted="far"
+    [O] #297    expected=far      | predicted="far"
+    [O] #299    expected=far      | predicted="far"
+    [O] #320    expected=far      | predicted="far"
+    [O] #321    expected=far      | predicted="far"
+    [O] #323    expected=far      | predicted="far"
+    [O] #336    expected=far      | predicted="far"
+    [O] #342    expected=far      | predicted="far"
+    [O] #351    expected=far      | predicted="far"
+    [O] #360    expected=far      | predicted="far"
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+    [O] #397    expected=far      | predicted="far"
+    [O] #401    expected=far      | predicted="far"
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+    [O] #412    expected=far      | predicted="far"
+    [O] #419    expected=far      | predicted="far"
+    [O] #420    expected=far      | predicted="far"
+    [O] #424    expected=far      | predicted="far"
+    [O] #431    expected=far      | predicted="far"
+    [O] #438    expected=far      | predicted="far"
+    [O] #442    expected=far      | predicted="far"
+    [O] #444    expected=far      | predicted="far"
+    [O] #445    expected=far      | predicted="far"
+    [O] #446    expected=far      | predicted="far"
+    [O] #450    expected=far      | predicted="far"
+    [O] #453    expected=far      | predicted="far"
+    [O] #460    expected=far      | predicted="far"
+    [O] #463    expected=far      | predicted="far"
+    [O] #471    expected=far      | predicted="far"
+    [O] #473    expected=far      | predicted="far"
+    [O] #488    expected=far      | predicted="far"
+    [O] #491    expected=far      | predicted="far"
+    [O] #493    expected=far      | predicted="far"
+    [O] #496    expected=far      | predicted="far"
+    [O] #502    expected=far      | predicted="far"
+    [O] #505    expected=far      | predicted="far"
+    [O] #510    expected=far      | predicted="far"
+    [O] #517    expected=far      | predicted="far"
+    [O] #524    expected=far      | predicted="far"
+    [O] #532    expected=far      | predicted="far"
+    [O] #561    expected=far      | predicted="far"
+    [O] #565    expected=far      | predicted="far"
+    [O] #566    expected=far      | predicted="far"
+    [O] #584    expected=far      | predicted="far"
+    [O] #590    expected=far      | predicted="far"
+    [O] #593    expected=far      | predicted="far"
+    [O] #594    expected=far      | predicted="far"
+    [O] #595    expected=far      | predicted="far"
+    [O] #605    expected=far      | predicted="far"
+    [O] #629    expected=far      | predicted="far"
+    [O] #631    expected=far      | predicted="far"
+    [O] #634    expected=far      | predicted="far"
+    [O] #635    expected=far      | predicted="far"
+    [O] #638    expected=far      | predicted="far"
+    [O] #640    expected=far      | predicted="far"
+    [O] #645    expected=far      | predicted="far"
+    [O] #648    expected=far      | predicted="far"
+    [O] #660    expected=far      | predicted="far"
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+    [O] #699    expected=far      | predicted="far"
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+    [O] #720    expected=far      | predicted="far"
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+    [O] #732    expected=far      | predicted="far"
+    [O] #739    expected=far      | predicted="far"
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+    [O] #764    expected=far      | predicted="far"
+    [O] #767    expected=far      | predicted="far"
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+    [O] #804    expected=far      | predicted="far"
+    [O] #808    expected=far      | predicted="far"
+    [O] #811    expected=far      | predicted="far"
+    [O] #813    expected=far      | predicted="far"
+    [O] #814    expected=far      | predicted="far"
+    [O] #832    expected=far      | predicted="far"
+    [O] #837    expected=far      | predicted="far"
+    [O] #839    expected=far      | predicted="far"
+    [O] #841    expected=far      | predicted="far"
+    [O] #851    expected=far      | predicted="far"
+    [O] #854    expected=far      | predicted="far"
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+    [O] #870    expected=far      | predicted="far"
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+    [O] #892    expected=far      | predicted="far"
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+    [O] #907    expected=far      | predicted="far"
+    [O] #920    expected=far      | predicted="far"
+    [O] #935    expected=far      | predicted="far"
+    [O] #936    expected=far      | predicted="far"
+    [O] #937    expected=far      | predicted="far"
+    [O] #942    expected=far      | predicted="far"
+    [O] #946    expected=far      | predicted="far"
+    [O] #965    expected=far      | predicted="far"
+    [O] #966    expected=far      | predicted="far"
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    [O] #967    expected=far      | predicted="far"
+    [O] #977    expected=far      | predicted="far"
+    [O] #999    expected=far      | predicted="far"
+    [O] #1001   expected=far      | predicted="far"
+    [O] #1002   expected=far      | predicted="far"
+    [O] #1006   expected=far      | predicted="far"
+    [O] #1009   expected=far      | predicted="far"
+    [O] #1011   expected=far      | predicted="far"
+    [O] #1027   expected=far      | predicted="far"
+    [O] #1032   expected=far      | predicted="far"
+    [O] #1033   expected=far      | predicted="far"
+    [O] #1050   expected=far      | predicted="far"
+    [O] #1055   expected=far      | predicted="far"
+    [O] #1056   expected=far      | predicted="far"
+    [O] #1064   expected=far      | predicted="far"
+    [O] #1091   expected=far      | predicted="far"
+    [O] #1096   expected=far      | predicted="far"
+    [O] #1108   expected=far      | predicted="far"
+    [O] #1110   expected=far      | predicted="far"
+    [O] #1111   expected=far      | predicted="far"
+    [O] #1114   expected=far      | predicted="far"
+    [O] #1118   expected=far      | predicted="far"
+    [O] #1122   expected=far      | predicted="far"
+    [O] #1134   expected=far      | predicted="far"
+    [O] #1142   expected=far      | predicted="far"
+    [O] #1145   expected=far      | predicted="far"
+    [O] #1148   expected=far      | predicted="far"
+    [O] #1160   expected=far      | predicted="far"
+    [O] #1161   expected=far      | predicted="far"
+    [O] #1163   expected=far      | predicted="far"
+    [O] #1166   expected=far      | predicted="far"
+    [O] #1171   expected=far      | predicted="far"
+    [O] #1173   expected=far      | predicted="far"
+    [O] #1186   expected=far      | predicted="far"
+    [O] #1190   expected=far      | predicted="far"
+    [O] #1200   expected=far      | predicted="far"
+    [O] #1202   expected=far      | predicted="far"
+    [O] #1206   expected=far      | predicted="far"
+    [O] #1216   expected=far      | predicted="far"
+    [O] #1227   expected=far      | predicted="far"
+    [O] #1230   expected=far      | predicted="far"
+    [O] #1255   expected=far      | predicted="far"
+    [O] #1261   expected=far      | predicted="far"
+    [O] #1268   expected=far      | predicted="far"
+    [O] #1276   expected=far      | predicted="far"
+    [O] #1280   expected=far      | predicted="far"
+    [O] #1286   expected=far      | predicted="far"
+    [O] #1302   expected=far      | predicted="far"
+    [O] #1303   expected=far      | predicted="far"
+    [O] #1308   expected=far      | predicted="far"
+    [O] #1320   expected=far      | predicted="far"
+    [O] #1323   expected=far      | predicted="far"
+    [O] #1325   expected=far      | predicted="far"
+    [O] #1332   expected=far      | predicted="far"
+    [O] #1342   expected=far      | predicted="far"
+    [O] #1347   expected=far      | predicted="far"
+    [O] #1358   expected=far      | predicted="far"
+    [O] #1361   expected=far      | predicted="far"
+    [O] #1363   expected=far      | predicted="far"
+    [O] #1377   expected=far      | predicted="far"
+    [O] #1384   expected=far      | predicted="far"
+    [O] #1385   expected=far      | predicted="far"
+    [O] #1395   expected=far      | predicted="far"
+    [O] #1406   expected=far      | predicted="far"
+    [O] #1414   expected=far      | predicted="far"
+    [O] #1441   expected=far      | predicted="far"
+    [O] #1474   expected=far      | predicted="far"
+    [O] #1484   expected=far      | predicted="far"
+    [O] #1494   expected=far      | predicted="far"
+    [O] #1501   expected=far      | predicted="far"
+    [O] #1504   expected=far      | predicted="far"
+    [O] #1508   expected=far      | predicted="far"
+    [O] #1513   expected=far      | predicted="far"
+    [O] #1514   expected=far      | predicted="far"
+    [O] #1516   expected=far      | predicted="far"
+    [O] #1518   expected=far      | predicted="far"
+    [O] #1520   expected=far      | predicted="far"
+    [O] #1521   expected=far      | predicted="far"
+    [O] #1527   expected=far      | predicted="far"
+    [O] #1539   expected=far      | predicted="far"
+    [O] #1541   expected=far      | predicted="far"
+    [O] #1549   expected=far      | predicted="far"
+    [O] #1554   expected=far      | predicted="far"
+    [O] #1556   expected=far      | predicted="far"
+    [O] #1574   expected=far      | predicted="far"
+    [O] #1575   expected=far      | predicted="far"
+    [O] #1577   expected=far      | predicted="far"
+    [O] #1590   expected=far      | predicted="far"
+    [O] #1595   expected=far      | predicted="far"
+    [O] #1606   expected=far      | predicted="far"
+    [O] #1609   expected=far      | predicted="far"
+    [O] #1610   expected=far      | predicted="far"
+    [O] #1624   expected=far      | predicted="far"
+    [O] #1631   expected=far      | predicted="far"
+    [O] #1636   expected=far      | predicted="far"
+    [O] #1653   expected=far      | predicted="far"
+    [O] #1655   expected=far      | predicted="far"
+    [O] #1661   expected=far      | predicted="far"
+    [O] #1664   expected=far      | predicted="far"
+    [O] #1668   expected=far      | predicted="far"
+    [O] #1673   expected=far      | predicted="far"
+    [O] #1676   expected=far      | predicted="far"
+    [O] #1683   expected=far      | predicted="far"
+    [O] #1686   expected=far      | predicted="far"
+    [O] #1695   expected=far      | predicted="far"
+    [O] #1705   expected=far      | predicted="far"
+    [O] #1718   expected=far      | predicted="far"
+    [O] #1721   expected=far      | predicted="far"
+    [O] #1737   expected=far      | predicted="far"
+    [O] #1743   expected=far      | predicted="far"
+    [O] #1748   expected=far      | predicted="far"
+    [O] #1750   expected=far      | predicted="far"
+    [O] #1753   expected=far      | predicted="far"
+    [O] #1758   expected=far      | predicted="far"
+    [O] #1760   expected=far      | predicted="far"
+    [O] #1761   expected=far      | predicted="far"
+    [O] #1762   expected=far      | predicted="far"
+    [O] #1786   expected=far      | predicted="far"
+    [O] #1787   expected=far      | predicted="far"
+    [O] #1788   expected=far      | predicted="far"
+    [O] #1819   expected=far      | predicted="far"
+    [O] #1830   expected=far      | predicted="far"
+    [O] #1837   expected=far      | predicted="far"
+    [O] #1838   expected=far      | predicted="far"
+    [O] #1839   expected=far      | predicted="far"
+    [O] #1846   expected=far      | predicted="far"
+    [O] #1859   expected=far      | predicted="far"
+    [O] #1861   expected=far      | predicted="far"
+    [O] #1866   expected=far      | predicted="far"
+    [O] #1875   expected=far      | predicted="far"
+    [O] #1876   expected=far      | predicted="far"
+    [O] #1878   expected=far      | predicted="far"
+    [O] #1880   expected=far      | predicted="far"
+    [O] #1912   expected=far      | predicted="far"
+    [O] #1913   expected=far      | predicted="far"
+    [O] #1920   expected=far      | predicted="far"
+    [O] #1924   expected=far      | predicted="far"
+    [O] #1929   expected=far      | predicted="far"
+    [O] #1932   expected=far      | predicted="far"
+    [O] #1938   expected=far      | predicted="far"
+    [O] #1943   expected=far      | predicted="far"
+    [O] #1950   expected=far      | predicted="far"
+    [O] #1952   expected=far      | predicted="far"
+    [O] #1959   expected=far      | predicted="far"
+    [O] #1962   expected=far      | predicted="far"
+    [O] #1971   expected=far      | predicted="far"
+    [O] #1978   expected=far      | predicted="far"
+    [O] #1991   expected=far      | predicted="far"
+    [O] #1992   expected=far      | predicted="far"
+    [O] #1995   expected=far      | predicted="far"
+    [O] #1997   expected=far      | predicted="far"
+    [O] #2018   expected=far      | predicted="far"
+    [O] #2025   expected=far      | predicted="far"
+    [O] #2029   expected=far      | predicted="far"
+    [O] #2033   expected=far      | predicted="far"
+    [O] #2040   expected=far      | predicted="far"
+    [O] #2045   expected=far      | predicted="far"
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    [O] #2047   expected=far      | predicted="far"
+    [O] #2055   expected=far      | predicted="far"
+    [O] #2063   expected=far      | predicted="far"
+    [O] #2068   expected=far      | predicted="far"
+    [O] #2070   expected=far      | predicted="far"
+    [O] #2075   expected=far      | predicted="far"
+    [O] #2077   expected=far      | predicted="far"
+    [O] #2083   expected=far      | predicted="far"
+    [O] #2092   expected=far      | predicted="far"
+    [O] #2098   expected=far      | predicted="far"
+    [O] #2100   expected=far      | predicted="far"
+    [O] #2102   expected=far      | predicted="far"
+    [O] #2107   expected=far      | predicted="far"
+    [O] #2109   expected=far      | predicted="far"
+    [O] #2116   expected=far      | predicted="far"
+    [O] #2118   expected=far      | predicted="far"
+    [O] #2122   expected=far      | predicted="far"
+    [O] #2129   expected=far      | predicted="far"
+    [O] #2135   expected=far      | predicted="far"
+    [O] #2140   expected=far      | predicted="far"
+    [O] #2147   expected=far      | predicted="far"
+    [O] #2149   expected=far      | predicted="far"
+    [O] #2157   expected=far      | predicted="far"
+    [O] #2158   expected=far      | predicted="far"
+    [O] #2165   expected=far      | predicted="far"
+    [O] #2167   expected=far      | predicted="far"
+    [O] #2172   expected=far      | predicted="far"
+    [O] #2174   expected=far      | predicted="far"
+    [O] #2178   expected=far      | predicted="far"
+    [O] #2180   expected=far      | predicted="far"
+    [O] #2187   expected=far      | predicted="far"
+    [O] #2204   expected=far      | predicted="far"
+    [O] #2205   expected=far      | predicted="far"
+    [O] #2207   expected=far      | predicted="far"
+    [O] #2210   expected=far      | predicted="far"
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+    [O] #2216   expected=far      | predicted="far"
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+    [O] #2240   expected=far      | predicted="far"
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+    [O] #2755   expected=far      | predicted="far"
+    [O] #2769   expected=far      | predicted="far"
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+    [O] #2798   expected=far      | predicted="far"
+    [O] #2800   expected=far      | predicted="far"
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+    [O] #2899   expected=far      | predicted="far"
+    [O] #2903   expected=far      | predicted="far"
+    [O] #2911   expected=far      | predicted="far"
+    [O] #2917   expected=far      | predicted="far"
+
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  far:  92%|█████████▏| 546/594 [12:24<02:55,  3.65s/it]
  far:  92%|█████████▏| 547/594 [12:24<02:54,  3.72s/it]
                                                        

  far:  92%|█████████▏| 547/594 [12:28<02:54,  3.72s/it]
  far:  92%|█████████▏| 548/594 [12:28<02:52,  3.76s/it]
                                                        

  far:  92%|█████████▏| 548/594 [12:32<02:52,  3.76s/it]
  far:  92%|█████████▏| 549/594 [12:32<02:50,  3.79s/it]
                                                        

  far:  92%|█████████▏| 549/594 [12:33<02:50,  3.79s/it]
  far:  93%|█████████▎| 550/594 [12:33<02:08,  2.93s/it]
                                                        

  far:  93%|█████████▎| 550/594 [12:37<02:08,  2.93s/it]
  far:  93%|█████████▎| 551/594 [12:37<02:18,  3.21s/it]
                                                        

  far:  93%|█████████▎| 551/594 [12:41<02:18,  3.21s/it]
  far:  93%|█████████▎| 552/594 [12:41<02:22,  3.40s/it]
                                                        

  far:  93%|█████████▎| 552/594 [12:45<02:22,  3.40s/it]
  far:  93%|█████████▎| 553/594 [12:45<02:24,  3.53s/it]
                                                        

  far:  93%|█████████▎| 553/594 [12:48<02:24,  3.53s/it]
  far:  93%|█████████▎| 554/594 [12:48<02:24,  3.62s/it]
                                                        

  far:  93%|█████████▎| 554/594 [12:52<02:24,  3.62s/it]
  far:  93%|█████████▎| 555/594 [12:52<02:23,  3.68s/it]
                                                        

  far:  93%|█████████▎| 555/594 [12:56<02:23,  3.68s/it]
  far:  94%|█████████▎| 556/594 [12:56<02:22,  3.74s/it]
                                                        

  far:  94%|█████████▎| 556/594 [13:00<02:22,  3.74s/it]
  far:  94%|█████████▍| 557/594 [13:00<02:19,  3.78s/it]
                                                        

  far:  94%|█████████▍| 557/594 [13:04<02:19,  3.78s/it]
  far:  94%|█████████▍| 558/594 [13:04<02:17,  3.81s/it]
                                                        

  far:  94%|█████████▍| 558/594 [13:08<02:17,  3.81s/it]
  far:  94%|█████████▍| 559/594 [13:08<02:14,  3.83s/it]
                                                        

  far:  94%|█████████▍| 559/594 [13:12<02:14,  3.83s/it]
  far:  94%|█████████▍| 560/594 [13:12<02:10,  3.85s/it]
                                                        

  far:  94%|█████████▍| 560/594 [13:15<02:10,  3.85s/it]
  far:  94%|█████████▍| 561/594 [13:15<02:06,  3.85s/it]
                                                        

  far:  94%|█████████▍| 561/594 [13:19<02:06,  3.85s/it]
  far:  95%|█████████▍| 562/594 [13:19<02:03,  3.85s/it]
                                                        

  far:  95%|█████████▍| 562/594 [13:23<02:03,  3.85s/it]
  far:  95%|█████████▍| 563/594 [13:23<01:59,  3.86s/it]
                                                        

  far:  95%|█████████▍| 563/594 [13:27<01:59,  3.86s/it]
  far:  95%|█████████▍| 564/594 [13:27<01:55,  3.86s/it]
                                                        

  far:  95%|█████████▍| 564/594 [13:31<01:55,  3.86s/it]
  far:  95%|█████████▌| 565/594 [13:31<01:52,  3.87s/it]
                                                        

  far:  95%|█████████▌| 565/594 [13:35<01:52,  3.87s/it]
  far:  95%|█████████▌| 566/594 [13:35<01:48,  3.87s/it]
                                                        

  far:  95%|█████████▌| 566/594 [13:38<01:48,  3.87s/it]
  far:  95%|█████████▌| 567/594 [13:38<01:42,  3.79s/it]
                                                        

  far:  95%|█████████▌| 567/594 [13:42<01:42,  3.79s/it]
  far:  96%|█████████▌| 568/594 [13:42<01:37,  3.77s/it]
                                                        

  far:  96%|█████████▌| 568/594 [13:46<01:37,  3.77s/it]
  far:  96%|█████████▌| 569/594 [13:46<01:35,  3.81s/it]
                                                        

  far:  96%|█████████▌| 569/594 [13:50<01:35,  3.81s/it]
  far:  96%|█████████▌| 570/594 [13:50<01:31,  3.83s/it]
                                                        

  far:  96%|█████████▌| 570/594 [13:54<01:31,  3.83s/it]
  far:  96%|█████████▌| 571/594 [13:54<01:28,  3.85s/it]
                                                        

  far:  96%|█████████▌| 571/594 [13:58<01:28,  3.85s/it]
  far:  96%|█████████▋| 572/594 [13:58<01:24,  3.86s/it]
                                                        

  far:  96%|█████████▋| 572/594 [14:02<01:24,  3.86s/it]
  far:  96%|█████████▋| 573/594 [14:02<01:21,  3.86s/it]
                                                        

  far:  96%|█████████▋| 573/594 [14:05<01:21,  3.86s/it]
  far:  97%|█████████▋| 574/594 [14:05<01:17,  3.87s/it]
                                                        

  far:  97%|█████████▋| 574/594 [14:09<01:17,  3.87s/it]
  far:  97%|█████████▋| 575/594 [14:09<01:13,  3.87s/it]
                                                        

  far:  97%|█████████▋| 575/594 [14:13<01:13,  3.87s/it]
  far:  97%|█████████▋| 576/594 [14:13<01:10,  3.91s/it]
                                                        

  far:  97%|█████████▋| 576/594 [14:17<01:10,  3.91s/it]
  far:  97%|█████████▋| 577/594 [14:17<01:05,  3.85s/it]
                                                        

  far:  97%|█████████▋| 577/594 [14:21<01:05,  3.85s/it]
  far:  97%|█████████▋| 578/594 [14:21<01:01,  3.86s/it]
                                                        

  far:  97%|█████████▋| 578/594 [14:25<01:01,  3.86s/it]
  far:  97%|█████████▋| 579/594 [14:25<00:57,  3.86s/it]
                                                        

  far:  97%|█████████▋| 579/594 [14:29<00:57,  3.86s/it]
  far:  98%|█████████▊| 580/594 [14:29<00:54,  3.87s/it]
                                                        

  far:  98%|█████████▊| 580/594 [14:33<00:54,  3.87s/it]
  far:  98%|█████████▊| 581/594 [14:33<00:50,  3.87s/it]
                                                        

  far:  98%|█████████▊| 581/594 [14:36<00:50,  3.87s/it]
  far:  98%|█████████▊| 582/594 [14:36<00:46,  3.88s/it]
                                                        

  far:  98%|█████████▊| 582/594 [14:40<00:46,  3.88s/it]
  far:  98%|█████████▊| 583/594 [14:40<00:42,  3.88s/it]
                                                        

  far:  98%|█████████▊| 583/594 [14:44<00:42,  3.88s/it]
  far:  98%|█████████▊| 584/594 [14:44<00:38,  3.88s/it]
                                                        

  far:  98%|█████████▊| 584/594 [14:48<00:38,  3.88s/it]
  far:  98%|█████████▊| 585/594 [14:48<00:34,  3.88s/it]
                                                        

  far:  98%|█████████▊| 585/594 [14:52<00:34,  3.88s/it]
  far:  99%|█████████▊| 586/594 [14:52<00:31,  3.88s/it]
                                                        

  far:  99%|█████████▊| 586/594 [14:56<00:31,  3.88s/it]
  far:  99%|█████████▉| 587/594 [14:56<00:27,  3.88s/it]
                                                        

  far:  99%|█████████▉| 587/594 [15:00<00:27,  3.88s/it]
  far:  99%|█████████▉| 588/594 [15:00<00:23,  3.88s/it]
                                                        

  far:  99%|█████████▉| 588/594 [15:04<00:23,  3.88s/it]
  far:  99%|█████████▉| 589/594 [15:04<00:19,  3.88s/it]
                                                        

  far:  99%|█████████▉| 589/594 [15:07<00:19,  3.88s/it]
  far:  99%|█████████▉| 590/594 [15:07<00:15,  3.88s/it]
                                                        

  far:  99%|█████████▉| 590/594 [15:11<00:15,  3.88s/it]
  far:  99%|█████████▉| 591/594 [15:11<00:11,  3.88s/it]
                                                        

  far:  99%|█████████▉| 591/594 [15:15<00:11,  3.88s/it]
  far: 100%|█████████▉| 592/594 [15:15<00:07,  3.88s/it]
                                                        

  far: 100%|█████████▉| 592/594 [15:19<00:07,  3.88s/it]
  far: 100%|█████████▉| 593/594 [15:19<00:03,  3.88s/it]
                                                        

  far: 100%|█████████▉| 593/594 [15:23<00:03,  3.88s/it]
  far: 100%|██████████| 594/594 [15:23<00:00,  3.88s/it]
  far: 100%|██████████| 594/594 [15:23<00:00,  1.55s/it]
+2026-02-16 06:15:33,835 - INFO -   far: 594/594 extracted | correct=594, incorrect=0, accuracy=100.0%
+2026-02-16 06:15:33,836 - INFO - Processing category: close (612 samples)
+    [O] #2919   expected=far      | predicted="far"
+    [O] #2920   expected=far      | predicted="far"
+    [O] #2931   expected=far      | predicted="far"
+    [O] #2960   expected=far      | predicted="far"
+    [O] #2965   expected=far      | predicted="far"
+    [O] #2970   expected=far      | predicted="far"
+    [O] #2971   expected=far      | predicted="far"
+    [O] #2978   expected=far      | predicted="far"
+    [O] #2979   expected=far      | predicted="far"
+    [O] #2982   expected=far      | predicted="far"
+    [O] #2983   expected=far      | predicted="far"
+    [O] #2988   expected=far      | predicted="far"
+    [O] #2991   expected=far      | predicted="far"
+    [O] #2994   expected=far      | predicted="far"
+    [O] #3001   expected=far      | predicted="far"
+    [O] #3004   expected=far      | predicted="far"
+    [O] #3014   expected=far      | predicted="far"
+    [O] #3017   expected=far      | predicted="far"
+    [O] #3030   expected=far      | predicted="far"
+    [O] #3039   expected=far      | predicted="far"
+    [O] #3041   expected=far      | predicted="far"
+    [O] #3044   expected=far      | predicted="far"
+    [O] #3056   expected=far      | predicted="far"
+    [O] #3064   expected=far      | predicted="far"
+    [O] #3065   expected=far      | predicted="far"
+    [O] #3066   expected=far      | predicted="far"
+    [O] #3067   expected=far      | predicted="far"
+    [O] #3070   expected=far      | predicted="far"
+    [O] #3095   expected=far      | predicted="far"
+    [O] #3097   expected=far      | predicted="far"
+    [O] #3103   expected=far      | predicted="far"
+    [O] #3110   expected=far      | predicted="far"
+    [O] #3116   expected=far      | predicted="far"
+    [O] #3124   expected=far      | predicted="far"
+    [O] #3125   expected=far      | predicted="far"
+    [O] #3126   expected=far      | predicted="far"
+    [O] #3128   expected=far      | predicted="far"
+    [O] #3129   expected=far      | predicted="far"
+    [O] #3136   expected=far      | predicted="far"
+    [O] #3144   expected=far      | predicted="far"
+    [O] #3151   expected=far      | predicted="far"
+    [O] #3154   expected=far      | predicted="far"
+    [O] #3157   expected=far      | predicted="far"
+    [O] #3163   expected=far      | predicted="far"
+    [O] #3168   expected=far      | predicted="far"
+    [O] #3176   expected=far      | predicted="far"
+    [O] #3180   expected=far      | predicted="far"
+    [O] #3195   expected=far      | predicted="far"
+    [O] #3202   expected=far      | predicted="far"
+    [O] #3208   expected=far      | predicted="far"
+    [O] #3212   expected=far      | predicted="far"
+    [O] #3213   expected=far      | predicted="far"
+    [O] #3228   expected=far      | predicted="far"
+    [O] #3232   expected=far      | predicted="far"
+    [O] #3245   expected=far      | predicted="far"
+    [O] #3253   expected=far      | predicted="far"
+    [O] #3261   expected=far      | predicted="far"
+    [O] #3263   expected=far      | predicted="far"
+    [O] #3270   expected=far      | predicted="far"
+    [O] #3275   expected=far      | predicted="far"
+    [O] #3278   expected=far      | predicted="far"
+    [O] #3282   expected=far      | predicted="far"
+    [O] #3285   expected=far      | predicted="far"
+    [O] #3290   expected=far      | predicted="far"
+    [O] #3304   expected=far      | predicted="far"
+    [O] #3321   expected=far      | predicted="far"
+    [O] #3326   expected=far      | predicted="far"
+    [O] #3328   expected=far      | predicted="far"
+    [O] #3332   expected=far      | predicted="far"
+    [O] #3333   expected=far      | predicted="far"
+    [O] #3334   expected=far      | predicted="far"
+    [O] #3335   expected=far      | predicted="far"
+    [O] #3337   expected=far      | predicted="far"
+    [O] #3363   expected=far      | predicted="far"
+    [O] #3369   expected=far      | predicted="far"
+    [O] #3375   expected=far      | predicted="far"
+    [O] #3379   expected=far      | predicted="far"
+    [O] #3385   expected=far      | predicted="far"
+    [O] #3386   expected=far      | predicted="far"
+    [O] #3396   expected=far      | predicted="far"
+    [O] #3400   expected=far      | predicted="far"
+    [O] #3418   expected=far      | predicted="far"
+    [O] #3422   expected=far      | predicted="far"
+    [O] #3423   expected=far      | predicted="far"
+    [O] #3426   expected=far      | predicted="far"
+    [O] #3430   expected=far      | predicted="far"
+    [O] #3435   expected=far      | predicted="far"
+    [O] #3441   expected=far      | predicted="far"
+    [O] #3442   expected=far      | predicted="far"
+    [O] #3447   expected=far      | predicted="far"
+    [O] #3454   expected=far      | predicted="far"
+    [O] #3457   expected=far      | predicted="far"
+    [O] #3465   expected=far      | predicted="far"
+    [O] #3470   expected=far      | predicted="far"
+    [O] #3481   expected=far      | predicted="far"
+    [O] #3483   expected=far      | predicted="far"
+    [O] #3495   expected=far      | predicted="far"
+    [O] #3503   expected=far      | predicted="far"
+    [O] #3514   expected=far      | predicted="far"
+    [O] #3515   expected=far      | predicted="far"
+    [O] #3517   expected=far      | predicted="far"
+    [O] #3522   expected=far      | predicted="far"
+    [O] #3531   expected=far      | predicted="far"
+    [O] #3533   expected=far      | predicted="far"
+    [O] #3539   expected=far      | predicted="far"
+    [O] #3549   expected=far      | predicted="far"
+    [O] #3554   expected=far      | predicted="far"
+    [O] #3555   expected=far      | predicted="far"
+    [O] #3557   expected=far      | predicted="far"
+    [O] #3572   expected=far      | predicted="far"
+    [O] #3580   expected=far      | predicted="far"
+    [O] #3586   expected=far      | predicted="far"
+    [O] #3590   expected=far      | predicted="far"
+    [O] #3593   expected=far      | predicted="far"
+    [O] #3600   expected=far      | predicted="far"
+    [O] #3610   expected=far      | predicted="far"
+    [O] #3611   expected=far      | predicted="far"
+    [O] #3612   expected=far      | predicted="far"
+    [O] #3614   expected=far      | predicted="far"
+    [O] #3618   expected=far      | predicted="far"
+    [O] #3620   expected=far      | predicted="far"
+    [O] #3624   expected=far      | predicted="far"
+    [O] #3625   expected=far      | predicted="far"
+
  close:   0%|          | 0/612 [00:00<?, ?it/s]
                                                

  close:   0%|          | 0/612 [00:00<?, ?it/s]
  close:   0%|          | 1/612 [00:00<07:24,  1.38it/s]
                                                        

  close:   0%|          | 1/612 [00:01<07:24,  1.38it/s]
  close:   0%|          | 2/612 [00:01<08:31,  1.19it/s]
                                                        

  close:   0%|          | 2/612 [00:02<08:31,  1.19it/s]
  close:   0%|          | 3/612 [00:02<08:48,  1.15it/s]
                                                        

  close:   0%|          | 3/612 [00:03<08:48,  1.15it/s]
  close:   1%|          | 4/612 [00:03<09:00,  1.12it/s]
                                                        

  close:   1%|          | 4/612 [00:03<09:00,  1.12it/s]
  close:   1%|          | 5/612 [00:03<07:25,  1.36it/s]
                                                        

  close:   1%|          | 5/612 [00:04<07:25,  1.36it/s]
  close:   1%|          | 6/612 [00:04<08:03,  1.25it/s]
                                                        

  close:   1%|          | 6/612 [00:05<08:03,  1.25it/s]
  close:   1%|          | 7/612 [00:05<08:24,  1.20it/s]
                                                        

  close:   1%|          | 7/612 [00:06<08:24,  1.20it/s]
  close:   1%|▏         | 8/612 [00:06<08:41,  1.16it/s]
                                                        

  close:   1%|▏         | 8/612 [00:07<08:41,  1.16it/s]
  close:   1%|▏         | 9/612 [00:07<07:12,  1.39it/s]
                                                        

  close:   1%|▏         | 9/612 [00:08<07:12,  1.39it/s]
  close:   2%|▏         | 10/612 [00:08<07:53,  1.27it/s]
                                                         

  close:   2%|▏         | 10/612 [00:08<07:53,  1.27it/s]
  close:   2%|▏         | 11/612 [00:08<08:13,  1.22it/s]
                                                         

  close:   2%|▏         | 11/612 [00:09<08:13,  1.22it/s]
  close:   2%|▏         | 12/612 [00:09<08:30,  1.17it/s]
                                                         

  close:   2%|▏         | 12/612 [00:10<08:30,  1.17it/s]
  close:   2%|▏         | 13/612 [00:10<07:09,  1.39it/s]
                                                         

  close:   2%|▏         | 13/612 [00:11<07:09,  1.39it/s]
  close:   2%|▏         | 14/612 [00:11<07:41,  1.30it/s]
                                                         

  close:   2%|▏         | 14/612 [00:12<07:41,  1.30it/s]
  close:   2%|▏         | 15/612 [00:12<08:04,  1.23it/s]
                                                         

  close:   2%|▏         | 15/612 [00:12<08:04,  1.23it/s]
  close:   3%|▎         | 16/612 [00:12<08:23,  1.18it/s]
                                                         

  close:   3%|▎         | 16/612 [00:13<08:23,  1.18it/s]
  close:   3%|▎         | 17/612 [00:13<07:05,  1.40it/s]
                                                         

  close:   3%|▎         | 17/612 [00:14<07:05,  1.40it/s]
  close:   3%|▎         | 18/612 [00:14<07:38,  1.30it/s]
                                                         

  close:   3%|▎         | 18/612 [00:15<07:38,  1.30it/s]
  close:   3%|▎         | 19/612 [00:15<08:03,  1.23it/s]
                                                         

  close:   3%|▎         | 19/612 [00:16<08:03,  1.23it/s]
  close:   3%|▎         | 20/612 [00:16<08:21,  1.18it/s]
                                                         

  close:   3%|▎         | 20/612 [00:16<08:21,  1.18it/s]
  close:   3%|▎         | 21/612 [00:16<07:02,  1.40it/s]
                                                         

  close:   3%|▎         | 21/612 [00:17<07:02,  1.40it/s]
  close:   4%|▎         | 22/612 [00:17<07:34,  1.30it/s]
                                                         

  close:   4%|▎         | 22/612 [00:18<07:34,  1.30it/s]
  close:   4%|▍         | 23/612 [00:18<07:59,  1.23it/s]
                                                         

  close:   4%|▍         | 23/612 [00:19<07:59,  1.23it/s]
  close:   4%|▍         | 24/612 [00:19<08:17,  1.18it/s]
                                                         

  close:   4%|▍         | 24/612 [00:19<08:17,  1.18it/s]
  close:   4%|▍         | 25/612 [00:19<06:59,  1.40it/s]
                                                         

  close:   4%|▍         | 25/612 [00:20<06:59,  1.40it/s]
  close:   4%|▍         | 26/612 [00:20<07:33,  1.29it/s]
                                                         

  close:   4%|▍         | 26/612 [00:21<07:33,  1.29it/s]
  close:   4%|▍         | 27/612 [00:21<07:56,  1.23it/s]
                                                         

  close:   4%|▍         | 27/612 [00:22<07:56,  1.23it/s]
  close:   5%|▍         | 28/612 [00:22<08:15,  1.18it/s]
                                                         

  close:   5%|▍         | 28/612 [00:22<08:15,  1.18it/s]
  close:   5%|▍         | 29/612 [00:22<06:56,  1.40it/s]
                                                         

  close:   5%|▍         | 29/612 [00:23<06:56,  1.40it/s]
  close:   5%|▍         | 30/612 [00:23<07:31,  1.29it/s]
                                                         

  close:   5%|▍         | 30/612 [00:24<07:31,  1.29it/s]
  close:   5%|▌         | 31/612 [00:24<07:54,  1.23it/s]
                                                         

  close:   5%|▌         | 31/612 [00:25<07:54,  1.23it/s]
  close:   5%|▌         | 32/612 [00:25<08:12,  1.18it/s]
                                                         

  close:   5%|▌         | 32/612 [00:26<08:12,  1.18it/s]
  close:   5%|▌         | 33/612 [00:26<07:04,  1.36it/s]
                                                         

  close:   5%|▌         | 33/612 [00:26<07:04,  1.36it/s]
  close:   6%|▌         | 34/612 [00:26<07:32,  1.28it/s]
                                                         

  close:   6%|▌         | 34/612 [00:27<07:32,  1.28it/s]
  close:   6%|▌         | 35/612 [00:27<07:55,  1.21it/s]
                                                         

  close:   6%|▌         | 35/612 [00:28<07:55,  1.21it/s]
  close:   6%|▌         | 36/612 [00:28<08:12,  1.17it/s]
                                                         

  close:   6%|▌         | 36/612 [00:29<08:12,  1.17it/s]
  close:   6%|▌         | 37/612 [00:29<07:27,  1.28it/s]
                                                         

  close:   6%|▌         | 37/612 [00:30<07:27,  1.28it/s]
  close:   6%|▌         | 38/612 [00:30<07:48,  1.23it/s]
                                                         

  close:   6%|▌         | 38/612 [00:31<07:48,  1.23it/s]
  close:   6%|▋         | 39/612 [00:31<08:04,  1.18it/s]
                                                         

  close:   6%|▋         | 39/612 [00:32<08:04,  1.18it/s]
  close:   7%|▋         | 40/612 [00:32<08:03,  1.18it/s]
                                                         

  close:   7%|▋         | 40/612 [00:32<08:03,  1.18it/s]
  close:   7%|▋         | 41/612 [00:32<08:12,  1.16it/s]
                                                         

  close:   7%|▋         | 41/612 [00:33<08:12,  1.16it/s]
  close:   7%|▋         | 42/612 [00:33<08:21,  1.14it/s]
                                                         

  close:   7%|▋         | 42/612 [00:34<08:21,  1.14it/s]
  close:   7%|▋         | 43/612 [00:34<08:24,  1.13it/s]
                                                         

  close:   7%|▋         | 43/612 [00:35<08:24,  1.13it/s]
  close:   7%|▋         | 44/612 [00:35<07:19,  1.29it/s]
                                                         

  close:   7%|▋         | 44/612 [00:36<07:19,  1.29it/s]
  close:   7%|▋         | 45/612 [00:36<07:42,  1.23it/s]
                                                         

  close:   7%|▋         | 45/612 [00:37<07:42,  1.23it/s]
  close:   8%|▊         | 46/612 [00:37<07:58,  1.18it/s]
                                                         

  close:   8%|▊         | 46/612 [00:38<07:58,  1.18it/s]
  close:   8%|▊         | 47/612 [00:38<08:08,  1.16it/s]
                                                         

  close:   8%|▊         | 47/612 [00:38<08:08,  1.16it/s]
  close:   8%|▊         | 48/612 [00:38<06:54,  1.36it/s]
                                                         

  close:   8%|▊         | 48/612 [00:39<06:54,  1.36it/s]
  close:   8%|▊         | 49/612 [00:39<07:23,  1.27it/s]
                                                         

  close:   8%|▊         | 49/612 [00:40<07:23,  1.27it/s]
  close:   8%|▊         | 50/612 [00:40<07:43,  1.21it/s]
                                                         

  close:   8%|▊         | 50/612 [00:41<07:43,  1.21it/s]
  close:   8%|▊         | 51/612 [00:41<07:59,  1.17it/s]
                                                         

  close:   8%|▊         | 51/612 [00:41<07:59,  1.17it/s]
  close:   8%|▊         | 52/612 [00:41<06:45,  1.38it/s]
                                                         

  close:   8%|▊         | 52/612 [00:42<06:45,  1.38it/s]
  close:   9%|▊         | 53/612 [00:42<07:15,  1.28it/s]
                                                         

  close:   9%|▊         | 53/612 [00:43<07:15,  1.28it/s]
  close:   9%|▉         | 54/612 [00:43<07:35,  1.22it/s]
                                                         

  close:   9%|▉         | 54/612 [00:44<07:35,  1.22it/s]
  close:   9%|▉         | 55/612 [00:44<07:53,  1.18it/s]
                                                         

  close:   9%|▉         | 55/612 [00:44<07:53,  1.18it/s]
  close:   9%|▉         | 56/612 [00:44<06:39,  1.39it/s]
                                                         

  close:   9%|▉         | 56/612 [00:45<06:39,  1.39it/s]
  close:   9%|▉         | 57/612 [00:45<07:10,  1.29it/s]
                                                         

  close:   9%|▉         | 57/612 [00:46<07:10,  1.29it/s]
  close:   9%|▉         | 58/612 [00:46<07:31,  1.23it/s]
                                                         

  close:   9%|▉         | 58/612 [00:47<07:31,  1.23it/s]
  close:  10%|▉         | 59/612 [00:47<07:48,  1.18it/s]
                                                         

  close:  10%|▉         | 59/612 [00:47<07:48,  1.18it/s]
  close:  10%|▉         | 60/612 [00:47<06:34,  1.40it/s]
                                                         

  close:  10%|▉         | 60/612 [00:48<06:34,  1.40it/s]
  close:  10%|▉         | 61/612 [00:48<07:06,  1.29it/s]
                                                         

  close:  10%|▉         | 61/612 [00:49<07:06,  1.29it/s]
  close:  10%|█         | 62/612 [00:49<07:26,  1.23it/s]
                                                         

  close:  10%|█         | 62/612 [00:50<07:26,  1.23it/s]
  close:  10%|█         | 63/612 [00:50<07:45,  1.18it/s]
                                                         

  close:  10%|█         | 63/612 [00:51<07:45,  1.18it/s]
  close:  10%|█         | 64/612 [00:51<06:33,  1.39it/s]
                                                         

  close:  10%|█         | 64/612 [00:51<06:33,  1.39it/s]
  close:  11%|█         | 65/612 [00:51<07:04,  1.29it/s]
                                                         

  close:  11%|█         | 65/612 [00:52<07:04,  1.29it/s]
  close:  11%|█         | 66/612 [00:52<07:24,  1.23it/s]
                                                         

  close:  11%|█         | 66/612 [00:53<07:24,  1.23it/s]
  close:  11%|█         | 67/612 [00:53<07:41,  1.18it/s]
                                                         

  close:  11%|█         | 67/612 [00:54<07:41,  1.18it/s]
  close:  11%|█         | 68/612 [00:54<06:31,  1.39it/s]
                                                         

  close:  11%|█         | 68/612 [00:55<06:31,  1.39it/s]
  close:  11%|█▏        | 69/612 [00:55<07:00,  1.29it/s]
                                                         

  close:  11%|█▏        | 69/612 [00:56<07:00,  1.29it/s]
  close:  11%|█▏        | 70/612 [00:56<07:20,  1.23it/s]
                                                         

  close:  11%|█▏        | 70/612 [00:56<07:20,  1.23it/s]
  close:  12%|█▏        | 71/612 [00:56<07:38,  1.18it/s]
                                                         

  close:  12%|█▏        | 71/612 [00:57<07:38,  1.18it/s]
  close:  12%|█▏        | 72/612 [00:57<06:28,  1.39it/s]
                                                         

  close:  12%|█▏        | 72/612 [00:58<06:28,  1.39it/s]
  close:  12%|█▏        | 73/612 [00:58<06:58,  1.29it/s]
                                                         

  close:  12%|█▏        | 73/612 [00:59<06:58,  1.29it/s]
  close:  12%|█▏        | 74/612 [00:59<07:17,  1.23it/s]
                                                         

  close:  12%|█▏        | 74/612 [01:00<07:17,  1.23it/s]
  close:  12%|█▏        | 75/612 [01:00<07:34,  1.18it/s]
                                                         

  close:  12%|█▏        | 75/612 [01:00<07:34,  1.18it/s]
  close:  12%|█▏        | 76/612 [01:00<06:24,  1.39it/s]
                                                         

  close:  12%|█▏        | 76/612 [01:01<06:24,  1.39it/s]
  close:  13%|█▎        | 77/612 [01:01<06:53,  1.29it/s]
                                                         

  close:  13%|█▎        | 77/612 [01:02<06:53,  1.29it/s]
  close:  13%|█▎        | 78/612 [01:02<07:14,  1.23it/s]
                                                         

  close:  13%|█▎        | 78/612 [01:03<07:14,  1.23it/s]
  close:  13%|█▎        | 79/612 [01:03<07:31,  1.18it/s]
                                                         

  close:  13%|█▎        | 79/612 [01:03<07:31,  1.18it/s]
  close:  13%|█▎        | 80/612 [01:03<06:22,  1.39it/s]
                                                         

  close:  13%|█▎        | 80/612 [01:04<06:22,  1.39it/s]
  close:  13%|█▎        | 81/612 [01:04<06:52,  1.29it/s]
                                                         

  close:  13%|█▎        | 81/612 [01:05<06:52,  1.29it/s]
  close:  13%|█▎        | 82/612 [01:05<07:12,  1.23it/s]
                                                         

  close:  13%|█▎        | 82/612 [01:06<07:12,  1.23it/s]
  close:  14%|█▎        | 83/612 [01:06<07:27,  1.18it/s]
                                                         

  close:  14%|█▎        | 83/612 [01:06<07:27,  1.18it/s]
  close:  14%|█▎        | 84/612 [01:06<06:18,  1.39it/s]
                                                         

  close:  14%|█▎        | 84/612 [01:07<06:18,  1.39it/s]
  close:  14%|█▍        | 85/612 [01:07<06:50,  1.28it/s]
                                                         

  close:  14%|█▍        | 85/612 [01:08<06:50,  1.28it/s]
  close:  14%|█▍        | 86/612 [01:08<07:10,  1.22it/s]
                                                         

  close:  14%|█▍        | 86/612 [01:09<07:10,  1.22it/s]
  close:  14%|█▍        | 87/612 [01:09<07:27,  1.17it/s]
                                                         

  close:  14%|█▍        | 87/612 [01:10<07:27,  1.17it/s]
  close:  14%|█▍        | 88/612 [01:10<06:16,  1.39it/s]
                                                         

  close:  14%|█▍        | 88/612 [01:10<06:16,  1.39it/s]
  close:  15%|█▍        | 89/612 [01:10<06:46,  1.29it/s]
                                                         

  close:  15%|█▍        | 89/612 [01:11<06:46,  1.29it/s]
  close:  15%|█▍        | 90/612 [01:11<07:04,  1.23it/s]
                                                         

  close:  15%|█▍        | 90/612 [01:12<07:04,  1.23it/s]
  close:  15%|█▍        | 91/612 [01:12<07:23,  1.17it/s]
                                                         

  close:  15%|█▍        | 91/612 [01:13<07:23,  1.17it/s]
  close:  15%|█▌        | 92/612 [01:13<06:13,  1.39it/s]
                                                         

  close:  15%|█▌        | 92/612 [01:14<06:13,  1.39it/s]
  close:  15%|█▌        | 93/612 [01:14<06:41,  1.29it/s]
                                                         

  close:  15%|█▌        | 93/612 [01:14<06:41,  1.29it/s]
  close:  15%|█▌        | 94/612 [01:14<07:01,  1.23it/s]
                                                         

  close:  15%|█▌        | 94/612 [01:15<07:01,  1.23it/s]
  close:  16%|█▌        | 95/612 [01:15<07:17,  1.18it/s]
                                                         

  close:  16%|█▌        | 95/612 [01:16<07:17,  1.18it/s]
  close:  16%|█▌        | 96/612 [01:16<06:08,  1.40it/s]
                                                         

  close:  16%|█▌        | 96/612 [01:17<06:08,  1.40it/s]
  close:  16%|█▌        | 97/612 [01:17<06:38,  1.29it/s]
                                                         

  close:  16%|█▌        | 97/612 [01:18<06:38,  1.29it/s]
  close:  16%|█▌        | 98/612 [01:18<06:59,  1.23it/s]
                                                         

  close:  16%|█▌        | 98/612 [01:19<06:59,  1.23it/s]
  close:  16%|█▌        | 99/612 [01:19<07:14,  1.18it/s]
                                                         

  close:  16%|█▌        | 99/612 [01:19<07:14,  1.18it/s]
  close:  16%|█▋        | 100/612 [01:19<06:06,  1.40it/s]
                                                          

  close:  16%|█▋        | 100/612 [01:20<06:06,  1.40it/s]
  close:  17%|█▋        | 101/612 [01:20<06:37,  1.28it/s]
                                                          

  close:  17%|█▋        | 101/612 [01:21<06:37,  1.28it/s]
  close:  17%|█▋        | 102/612 [01:21<06:56,  1.22it/s]
                                                          

  close:  17%|█▋        | 102/612 [01:22<06:56,  1.22it/s]
  close:  17%|█▋        | 103/612 [01:22<07:12,  1.18it/s]
                                                          

  close:  17%|█▋        | 103/612 [01:22<07:12,  1.18it/s]
  close:  17%|█▋        | 104/612 [01:22<06:33,  1.29it/s]
                                                          

  close:  17%|█▋        | 104/612 [01:23<06:33,  1.29it/s]
  close:  17%|█▋        | 105/612 [01:23<06:06,  1.38it/s]
                                                          

  close:  17%|█▋        | 105/612 [01:24<06:06,  1.38it/s]
  close:  17%|█▋        | 106/612 [01:24<05:48,  1.45it/s]
                                                          

  close:  17%|█▋        | 106/612 [01:24<05:48,  1.45it/s]
  close:  17%|█▋        | 107/612 [01:24<05:36,  1.50it/s]
                                                          

  close:  17%|█▋        | 107/612 [01:25<05:36,  1.50it/s]
  close:  18%|█▊        | 108/612 [01:25<05:26,  1.54it/s]
                                                          

  close:  18%|█▊        | 108/612 [01:25<05:26,  1.54it/s]
  close:  18%|█▊        | 109/612 [01:25<05:21,  1.57it/s]
                                                          

  close:  18%|█▊        | 109/612 [01:26<05:21,  1.57it/s]
  close:  18%|█▊        | 110/612 [01:26<05:16,  1.59it/s]
                                                          

  close:  18%|█▊        | 110/612 [01:27<05:16,  1.59it/s]
  close:  18%|█▊        | 111/612 [01:27<05:13,  1.60it/s]
                                                          

  close:  18%|█▊        | 111/612 [01:27<05:13,  1.60it/s]
  close:  18%|█▊        | 112/612 [01:27<05:11,  1.61it/s]
                                                          

  close:  18%|█▊        | 112/612 [01:28<05:11,  1.61it/s]
  close:  18%|█▊        | 113/612 [01:28<05:10,  1.61it/s]
                                                          

  close:  18%|█▊        | 113/612 [01:28<05:10,  1.61it/s]
  close:  19%|█▊        | 114/612 [01:28<05:08,  1.61it/s]
                                                          

  close:  19%|█▊        | 114/612 [01:29<05:08,  1.61it/s]
  close:  19%|█▉        | 115/612 [01:29<05:06,  1.62it/s]
                                                          

  close:  19%|█▉        | 115/612 [01:30<05:06,  1.62it/s]
  close:  19%|█▉        | 116/612 [01:30<05:07,  1.62it/s]
                                                          

  close:  19%|█▉        | 116/612 [01:30<05:07,  1.62it/s]
  close:  19%|█▉        | 117/612 [01:30<05:05,  1.62it/s]
                                                          

  close:  19%|█▉        | 117/612 [01:31<05:05,  1.62it/s]
  close:  19%|█▉        | 118/612 [01:31<05:03,  1.63it/s]
                                                          

  close:  19%|█▉        | 118/612 [01:32<05:03,  1.63it/s]
  close:  19%|█▉        | 119/612 [01:32<05:02,  1.63it/s]
                                                          

  close:  19%|█▉        | 119/612 [01:32<05:02,  1.63it/s]
  close:  20%|█▉        | 120/612 [01:32<05:01,  1.63it/s]
                                                          

  close:  20%|█▉        | 120/612 [01:33<05:01,  1.63it/s]
  close:  20%|█▉        | 121/612 [01:33<05:00,  1.63it/s]
                                                          

  close:  20%|█▉        | 121/612 [01:33<05:00,  1.63it/s]
  close:  20%|█▉        | 122/612 [01:33<04:59,  1.63it/s]
                                                          

  close:  20%|█▉        | 122/612 [01:34<04:59,  1.63it/s]
  close:  20%|██        | 123/612 [01:34<04:59,  1.63it/s]
                                                          

  close:  20%|██        | 123/612 [01:35<04:59,  1.63it/s]
  close:  20%|██        | 124/612 [01:35<04:57,  1.64it/s]
                                                          

  close:  20%|██        | 124/612 [01:35<04:57,  1.64it/s]
  close:  20%|██        | 125/612 [01:35<04:57,  1.64it/s]
                                                          

  close:  20%|██        | 125/612 [01:36<04:57,  1.64it/s]
  close:  21%|██        | 126/612 [01:36<04:58,  1.63it/s]
                                                          

  close:  21%|██        | 126/612 [01:36<04:58,  1.63it/s]
  close:  21%|██        | 127/612 [01:36<04:57,  1.63it/s]
                                                          

  close:  21%|██        | 127/612 [01:37<04:57,  1.63it/s]
  close:  21%|██        | 128/612 [01:37<04:58,  1.62it/s]
                                                          

  close:  21%|██        | 128/612 [01:38<04:58,  1.62it/s]
  close:  21%|██        | 129/612 [01:38<04:57,  1.62it/s]
                                                          

  close:  21%|██        | 129/612 [01:38<04:57,  1.62it/s]
  close:  21%|██        | 130/612 [01:38<04:55,  1.63it/s]
                                                          

  close:  21%|██        | 130/612 [01:39<04:55,  1.63it/s]
  close:  21%|██▏       | 131/612 [01:39<04:54,  1.63it/s]
                                                          

  close:  21%|██▏       | 131/612 [01:39<04:54,  1.63it/s]
  close:  22%|██▏       | 132/612 [01:39<04:55,  1.63it/s]
                                                          

  close:  22%|██▏       | 132/612 [01:40<04:55,  1.63it/s]
  close:  22%|██▏       | 133/612 [01:40<04:55,  1.62it/s]
                                                          

  close:  22%|██▏       | 133/612 [01:41<04:55,  1.62it/s]
  close:  22%|██▏       | 134/612 [01:41<04:55,  1.62it/s]
                                                          

  close:  22%|██▏       | 134/612 [01:41<04:55,  1.62it/s]
  close:  22%|██▏       | 135/612 [01:41<04:53,  1.62it/s]
                                                          

  close:  22%|██▏       | 135/612 [01:42<04:53,  1.62it/s]
  close:  22%|██▏       | 136/612 [01:42<04:53,  1.62it/s]
                                                          

  close:  22%|██▏       | 136/612 [01:43<04:53,  1.62it/s]
  close:  22%|██▏       | 137/612 [01:43<04:52,  1.63it/s]
                                                          

  close:  22%|██▏       | 137/612 [01:43<04:52,  1.63it/s]
  close:  23%|██▎       | 138/612 [01:43<04:52,  1.62it/s]
                                                          

  close:  23%|██▎       | 138/612 [01:44<04:52,  1.62it/s]
  close:  23%|██▎       | 139/612 [01:44<04:52,  1.62it/s]
                                                          

  close:  23%|██▎       | 139/612 [01:44<04:52,  1.62it/s]
  close:  23%|██▎       | 140/612 [01:44<04:51,  1.62it/s]
                                                          

  close:  23%|██▎       | 140/612 [01:45<04:51,  1.62it/s]
  close:  23%|██▎       | 141/612 [01:45<04:50,  1.62it/s]
                                                          

  close:  23%|██▎       | 141/612 [01:46<04:50,  1.62it/s]
  close:  23%|██▎       | 142/612 [01:46<04:49,  1.63it/s]
                                                          

  close:  23%|██▎       | 142/612 [01:46<04:49,  1.63it/s]
  close:  23%|██▎       | 143/612 [01:46<04:48,  1.63it/s]
                                                          

  close:  23%|██▎       | 143/612 [01:47<04:48,  1.63it/s]
  close:  24%|██▎       | 144/612 [01:47<04:47,  1.63it/s]
                                                          

  close:  24%|██▎       | 144/612 [01:48<04:47,  1.63it/s]
  close:  24%|██▎       | 145/612 [01:48<04:47,  1.62it/s]
                                                          

  close:  24%|██▎       | 145/612 [01:48<04:47,  1.62it/s]
  close:  24%|██▍       | 146/612 [01:48<04:47,  1.62it/s]
                                                          

  close:  24%|██▍       | 146/612 [01:49<04:47,  1.62it/s]
  close:  24%|██▍       | 147/612 [01:49<04:46,  1.62it/s]
                                                          

  close:  24%|██▍       | 147/612 [01:49<04:46,  1.62it/s]
  close:  24%|██▍       | 148/612 [01:49<04:46,  1.62it/s]
                                                          

  close:  24%|██▍       | 148/612 [01:50<04:46,  1.62it/s]
  close:  24%|██▍       | 149/612 [01:50<04:46,  1.62it/s]
                                                          

  close:  24%|██▍       | 149/612 [01:51<04:46,  1.62it/s]
  close:  25%|██▍       | 150/612 [01:51<04:44,  1.63it/s]
                                                          

  close:  25%|██▍       | 150/612 [01:51<04:44,  1.63it/s]
  close:  25%|██▍       | 151/612 [01:51<04:43,  1.63it/s]
                                                          

  close:  25%|██▍       | 151/612 [01:52<04:43,  1.63it/s]
  close:  25%|██▍       | 152/612 [01:52<04:43,  1.62it/s]
                                                          

  close:  25%|██▍       | 152/612 [01:52<04:43,  1.62it/s]
  close:  25%|██▌       | 153/612 [01:52<04:42,  1.62it/s]
                                                          

  close:  25%|██▌       | 153/612 [01:53<04:42,  1.62it/s]
  close:  25%|██▌       | 154/612 [01:53<04:42,  1.62it/s]
                                                          

  close:  25%|██▌       | 154/612 [01:54<04:42,  1.62it/s]
  close:  25%|██▌       | 155/612 [01:54<04:41,  1.62it/s]
                                                          

  close:  25%|██▌       | 155/612 [01:54<04:41,  1.62it/s]
  close:  25%|██▌       | 156/612 [01:54<04:41,  1.62it/s]
                                                          

  close:  25%|██▌       | 156/612 [01:55<04:41,  1.62it/s]
  close:  26%|██▌       | 157/612 [01:55<04:40,  1.62it/s]
                                                          
    [X] #0      expected=close    | predicted="far"
+    [X] #1      expected=close    | predicted="far"
+    [X] #3      expected=close    | predicted="far"
+    [X] #4      expected=close    | predicted="far"
+    [X] #5      expected=close    | predicted="far"
+    [X] #12     expected=close    | predicted="far"
+    [X] #27     expected=close    | predicted="far"
+    [X] #35     expected=close    | predicted="far"
+    [X] #41     expected=close    | predicted="far"
+    [X] #57     expected=close    | predicted="far"
+    [X] #59     expected=close    | predicted="far"
+    [X] #61     expected=close    | predicted="far"
+    [X] #63     expected=close    | predicted="far"
+    [X] #69     expected=close    | predicted="far"
+    [X] #82     expected=close    | predicted="far"
+    [X] #101    expected=close    | predicted="far"
+    [X] #109    expected=close    | predicted="far"
+    [X] #125    expected=close    | predicted="far"
+    [X] #128    expected=close    | predicted="far"
+    [X] #131    expected=close    | predicted="far"
+    [X] #137    expected=close    | predicted="far"
+    [X] #149    expected=close    | predicted="far"
+    [X] #154    expected=close    | predicted="far"
+    [X] #155    expected=close    | predicted="far"
+    [X] #161    expected=close    | predicted="far"
+    [X] #164    expected=close    | predicted="far"
+    [X] #184    expected=close    | predicted="far"
+    [X] #185    expected=close    | predicted="far"
+    [X] #187    expected=close    | predicted="far"
+    [X] #190    expected=close    | predicted="far"
+    [X] #193    expected=close    | predicted="far"
+    [X] #197    expected=close    | predicted="far"
+    [X] #208    expected=close    | predicted="far"
+    [X] #214    expected=close    | predicted="far"
+    [X] #223    expected=close    | predicted="far"
+    [X] #226    expected=close    | predicted="far"
+    [X] #231    expected=close    | predicted="far"
+    [X] #235    expected=close    | predicted="far"
+    [X] #238    expected=close    | predicted="far"
+    [X] #242    expected=close    | predicted="far"
+    [X] #243    expected=close    | predicted="far"
+    [X] #253    expected=close    | predicted="far"
+    [X] #256    expected=close    | predicted="far"
+    [X] #259    expected=close    | predicted="far"
+    [X] #270    expected=close    | predicted="far"
+    [X] #273    expected=close    | predicted="far"
+    [X] #278    expected=close    | predicted="far"
+    [X] #284    expected=close    | predicted="far"
+    [X] #288    expected=close    | predicted="far"
+    [X] #298    expected=close    | predicted="far"
+    [X] #325    expected=close    | predicted="far"
+    [X] #333    expected=close    | predicted="far"
+    [X] #337    expected=close    | predicted="far"
+    [X] #340    expected=close    | predicted="far"
+    [X] #349    expected=close    | predicted="far"
+    [X] #354    expected=close    | predicted="far"
+    [X] #356    expected=close    | predicted="far"
+    [X] #363    expected=close    | predicted="far"
+    [X] #367    expected=close    | predicted="far"
+    [X] #370    expected=close    | predicted="far"
+    [X] #374    expected=close    | predicted="far"
+    [X] #375    expected=close    | predicted="far"
+    [X] #377    expected=close    | predicted="far"
+    [X] #380    expected=close    | predicted="far"
+    [X] #383    expected=close    | predicted="far"
+    [X] #385    expected=close    | predicted="far"
+    [X] #390    expected=close    | predicted="far"
+    [X] #392    expected=close    | predicted="far"
+    [X] #394    expected=close    | predicted="far"
+    [X] #413    expected=close    | predicted="far"
+    [X] #415    expected=close    | predicted="far"
+    [X] #416    expected=close    | predicted="far"
+    [X] #417    expected=close    | predicted="far"
+    [X] #418    expected=close    | predicted="far"
+    [X] #422    expected=close    | predicted="far"
+    [X] #423    expected=close    | predicted="far"
+    [X] #433    expected=close    | predicted="far"
+    [X] #434    expected=close    | predicted="far"
+    [X] #437    expected=close    | predicted="far"
+    [X] #447    expected=close    | predicted="far"
+    [X] #467    expected=close    | predicted="far"
+    [X] #472    expected=close    | predicted="far"
+    [X] #480    expected=close    | predicted="far"
+    [X] #487    expected=close    | predicted="far"
+    [X] #507    expected=close    | predicted="far"
+    [X] #518    expected=close    | predicted="far"
+    [X] #525    expected=close    | predicted="far"
+    [X] #536    expected=close    | predicted="far"
+    [X] #538    expected=close    | predicted="far"
+    [X] #540    expected=close    | predicted="far"
+    [X] #541    expected=close    | predicted="far"
+    [X] #542    expected=close    | predicted="far"
+    [X] #556    expected=close    | predicted="far"
+    [X] #564    expected=close    | predicted="far"
+    [X] #574    expected=close    | predicted="far"
+    [X] #576    expected=close    | predicted="far"
+    [X] #588    expected=close    | predicted="far"
+    [X] #591    expected=close    | predicted="far"
+    [X] #623    expected=close    | predicted="far"
+    [X] #628    expected=close    | predicted="far"
+    [X] #649    expected=close    | predicted="far"
+    [X] #651    expected=close    | predicted="far"
+    [X] #653    expected=close    | predicted="far"
+    [X] #654    expected=close    | predicted="far"
+    [X] #655    expected=close    | predicted="far"
+    [X] #662    expected=close    | predicted="far"
+    [X] #663    expected=close    | predicted="far"
+    [X] #664    expected=close    | predicted="far"
+    [X] #676    expected=close    | predicted="far"
+    [X] #678    expected=close    | predicted="far"
+    [X] #687    expected=close    | predicted="far"
+    [X] #688    expected=close    | predicted="far"
+    [X] #695    expected=close    | predicted="far"
+    [X] #698    expected=close    | predicted="far"
+    [X] #700    expected=close    | predicted="far"
+    [X] #704    expected=close    | predicted="far"
+    [X] #707    expected=close    | predicted="far"
+    [X] #719    expected=close    | predicted="far"
+    [X] #728    expected=close    | predicted="far"
+    [X] #730    expected=close    | predicted="far"
+    [X] #734    expected=close    | predicted="far"
+    [X] #735    expected=close    | predicted="far"
+    [X] #736    expected=close    | predicted="far"
+    [X] #742    expected=close    | predicted="far"
+    [X] #743    expected=close    | predicted="far"
+    [X] #745    expected=close    | predicted="far"
+    [X] #749    expected=close    | predicted="far"
+    [X] #757    expected=close    | predicted="far"
+    [X] #758    expected=close    | predicted="far"
+    [X] #759    expected=close    | predicted="far"
+    [X] #763    expected=close    | predicted="far"
+    [X] #765    expected=close    | predicted="far"
+    [X] #772    expected=close    | predicted="far"
+    [X] #775    expected=close    | predicted="far"
+    [X] #791    expected=close    | predicted="far"
+    [X] #792    expected=close    | predicted="far"
+    [X] #798    expected=close    | predicted="far"
+    [X] #800    expected=close    | predicted="far"
+    [X] #817    expected=close    | predicted="far"
+    [X] #819    expected=close    | predicted="far"
+    [X] #829    expected=close    | predicted="far"
+    [X] #830    expected=close    | predicted="far"
+    [X] #836    expected=close    | predicted="far"
+    [X] #838    expected=close    | predicted="far"
+    [X] #855    expected=close    | predicted="far"
+    [X] #861    expected=close    | predicted="far"
+    [X] #863    expected=close    | predicted="far"
+    [X] #868    expected=close    | predicted="far"
+    [X] #871    expected=close    | predicted="far"
+    [X] #878    expected=close    | predicted="far"
+    [X] #884    expected=close    | predicted="far"
+    [X] #887    expected=close    | predicted="far"
+    [X] #888    expected=close    | predicted="far"
+    [X] #891    expected=close    | predicted="far"
+    [X] #899    expected=close    | predicted="far"
+    [X] #914    expected=close    | predicted="far"
+    [X] #924    expected=close    | predicted="far"
+
  close:  26%|██▌       | 157/612 [01:56<04:40,  1.62it/s]
  close:  26%|██▌       | 158/612 [01:56<04:39,  1.62it/s]
                                                          

  close:  26%|██▌       | 158/612 [01:56<04:39,  1.62it/s]
  close:  26%|██▌       | 159/612 [01:56<04:39,  1.62it/s]
                                                          

  close:  26%|██▌       | 159/612 [01:57<04:39,  1.62it/s]
  close:  26%|██▌       | 160/612 [01:57<04:38,  1.62it/s]
                                                          

  close:  26%|██▌       | 160/612 [01:57<04:38,  1.62it/s]
  close:  26%|██▋       | 161/612 [01:57<04:37,  1.62it/s]
                                                          

  close:  26%|██▋       | 161/612 [01:58<04:37,  1.62it/s]
  close:  26%|██▋       | 162/612 [01:58<04:37,  1.62it/s]
                                                          

  close:  26%|██▋       | 162/612 [01:59<04:37,  1.62it/s]
  close:  27%|██▋       | 163/612 [01:59<04:36,  1.62it/s]
                                                          

  close:  27%|██▋       | 163/612 [01:59<04:36,  1.62it/s]
  close:  27%|██▋       | 164/612 [01:59<04:35,  1.62it/s]
                                                          

  close:  27%|██▋       | 164/612 [02:00<04:35,  1.62it/s]
  close:  27%|██▋       | 165/612 [02:00<04:36,  1.62it/s]
                                                          

  close:  27%|██▋       | 165/612 [02:00<04:36,  1.62it/s]
  close:  27%|██▋       | 166/612 [02:00<04:35,  1.62it/s]
                                                          

  close:  27%|██▋       | 166/612 [02:01<04:35,  1.62it/s]
  close:  27%|██▋       | 167/612 [02:01<04:35,  1.61it/s]
                                                          

  close:  27%|██▋       | 167/612 [02:02<04:35,  1.61it/s]
  close:  27%|██▋       | 168/612 [02:02<04:34,  1.62it/s]
                                                          

  close:  27%|██▋       | 168/612 [02:02<04:34,  1.62it/s]
  close:  28%|██▊       | 169/612 [02:02<04:33,  1.62it/s]
                                                          

  close:  28%|██▊       | 169/612 [02:03<04:33,  1.62it/s]
  close:  28%|██▊       | 170/612 [02:03<04:32,  1.62it/s]
                                                          

  close:  28%|██▊       | 170/612 [02:04<04:32,  1.62it/s]
  close:  28%|██▊       | 171/612 [02:04<04:31,  1.62it/s]
                                                          

  close:  28%|██▊       | 171/612 [02:04<04:31,  1.62it/s]
  close:  28%|██▊       | 172/612 [02:04<04:31,  1.62it/s]
                                                          

  close:  28%|██▊       | 172/612 [02:05<04:31,  1.62it/s]
  close:  28%|██▊       | 173/612 [02:05<04:29,  1.63it/s]
                                                          

  close:  28%|██▊       | 173/612 [02:05<04:29,  1.63it/s]
  close:  28%|██▊       | 174/612 [02:05<04:27,  1.64it/s]
                                                          

  close:  28%|██▊       | 174/612 [02:06<04:27,  1.64it/s]
  close:  29%|██▊       | 175/612 [02:06<04:27,  1.64it/s]
                                                          

  close:  29%|██▊       | 175/612 [02:07<04:27,  1.64it/s]
  close:  29%|██▉       | 176/612 [02:07<04:27,  1.63it/s]
                                                          

  close:  29%|██▉       | 176/612 [02:07<04:27,  1.63it/s]
  close:  29%|██▉       | 177/612 [02:07<04:27,  1.63it/s]
                                                          

  close:  29%|██▉       | 177/612 [02:08<04:27,  1.63it/s]
  close:  29%|██▉       | 178/612 [02:08<04:27,  1.62it/s]
                                                          

  close:  29%|██▉       | 178/612 [02:08<04:27,  1.62it/s]
  close:  29%|██▉       | 179/612 [02:08<04:28,  1.61it/s]
                                                          

  close:  29%|██▉       | 179/612 [02:09<04:28,  1.61it/s]
  close:  29%|██▉       | 180/612 [02:09<04:28,  1.61it/s]
                                                          

  close:  29%|██▉       | 180/612 [02:10<04:28,  1.61it/s]
  close:  30%|██▉       | 181/612 [02:10<04:26,  1.62it/s]
                                                          

  close:  30%|██▉       | 181/612 [02:10<04:26,  1.62it/s]
  close:  30%|██▉       | 182/612 [02:10<04:24,  1.62it/s]
                                                          

  close:  30%|██▉       | 182/612 [02:11<04:24,  1.62it/s]
  close:  30%|██▉       | 183/612 [02:11<04:23,  1.63it/s]
                                                          

  close:  30%|██▉       | 183/612 [02:12<04:23,  1.63it/s]
  close:  30%|███       | 184/612 [02:12<04:21,  1.63it/s]
                                                          

  close:  30%|███       | 184/612 [02:12<04:21,  1.63it/s]
  close:  30%|███       | 185/612 [02:12<04:21,  1.63it/s]
                                                          

  close:  30%|███       | 185/612 [02:13<04:21,  1.63it/s]
  close:  30%|███       | 186/612 [02:13<04:20,  1.63it/s]
                                                          

  close:  30%|███       | 186/612 [02:13<04:20,  1.63it/s]
  close:  31%|███       | 187/612 [02:13<04:20,  1.63it/s]
                                                          

  close:  31%|███       | 187/612 [02:14<04:20,  1.63it/s]
  close:  31%|███       | 188/612 [02:14<04:19,  1.63it/s]
                                                          

  close:  31%|███       | 188/612 [02:15<04:19,  1.63it/s]
  close:  31%|███       | 189/612 [02:15<04:19,  1.63it/s]
                                                          

  close:  31%|███       | 189/612 [02:15<04:19,  1.63it/s]
  close:  31%|███       | 190/612 [02:15<04:19,  1.63it/s]
                                                          

  close:  31%|███       | 190/612 [02:16<04:19,  1.63it/s]
  close:  31%|███       | 191/612 [02:16<04:18,  1.63it/s]
                                                          

  close:  31%|███       | 191/612 [02:16<04:18,  1.63it/s]
  close:  31%|███▏      | 192/612 [02:16<04:17,  1.63it/s]
                                                          

  close:  31%|███▏      | 192/612 [02:17<04:17,  1.63it/s]
  close:  32%|███▏      | 193/612 [02:17<04:16,  1.63it/s]
                                                          

  close:  32%|███▏      | 193/612 [02:18<04:16,  1.63it/s]
  close:  32%|███▏      | 194/612 [02:18<04:15,  1.64it/s]
                                                          

  close:  32%|███▏      | 194/612 [02:18<04:15,  1.64it/s]
  close:  32%|███▏      | 195/612 [02:18<04:14,  1.64it/s]
                                                          

  close:  32%|███▏      | 195/612 [02:19<04:14,  1.64it/s]
  close:  32%|███▏      | 196/612 [02:19<04:13,  1.64it/s]
                                                          

  close:  32%|███▏      | 196/612 [02:19<04:13,  1.64it/s]
  close:  32%|███▏      | 197/612 [02:19<04:14,  1.63it/s]
                                                          

  close:  32%|███▏      | 197/612 [02:20<04:14,  1.63it/s]
  close:  32%|███▏      | 198/612 [02:20<04:14,  1.62it/s]
                                                          

  close:  32%|███▏      | 198/612 [02:21<04:14,  1.62it/s]
  close:  33%|███▎      | 199/612 [02:21<04:14,  1.62it/s]
                                                          

  close:  33%|███▎      | 199/612 [02:21<04:14,  1.62it/s]
  close:  33%|███▎      | 200/612 [02:21<04:13,  1.63it/s]
                                                          

  close:  33%|███▎      | 200/612 [02:22<04:13,  1.63it/s]
  close:  33%|███▎      | 201/612 [02:22<04:14,  1.62it/s]
                                                          

  close:  33%|███▎      | 201/612 [02:23<04:14,  1.62it/s]
  close:  33%|███▎      | 202/612 [02:23<04:14,  1.61it/s]
                                                          

  close:  33%|███▎      | 202/612 [02:23<04:14,  1.61it/s]
  close:  33%|███▎      | 203/612 [02:23<03:36,  1.89it/s]
                                                          

  close:  33%|███▎      | 203/612 [02:23<03:36,  1.89it/s]
  close:  33%|███▎      | 204/612 [02:23<03:11,  2.13it/s]
                                                          

  close:  33%|███▎      | 204/612 [02:24<03:11,  2.13it/s]
  close:  33%|███▎      | 205/612 [02:24<02:49,  2.40it/s]
                                                          

  close:  33%|███▎      | 205/612 [02:24<02:49,  2.40it/s]
  close:  34%|███▎      | 206/612 [02:24<02:37,  2.58it/s]
                                                          

  close:  34%|███▎      | 206/612 [02:24<02:37,  2.58it/s]
  close:  34%|███▍      | 207/612 [02:24<02:27,  2.75it/s]
                                                          

  close:  34%|███▍      | 207/612 [02:24<02:27,  2.75it/s]
  close:  34%|███▍      | 208/612 [02:24<02:22,  2.83it/s]
                                                          

  close:  34%|███▍      | 208/612 [02:25<02:22,  2.83it/s]
  close:  34%|███▍      | 209/612 [02:25<02:12,  3.03it/s]
                                                          

  close:  34%|███▍      | 209/612 [02:25<02:12,  3.03it/s]
  close:  34%|███▍      | 210/612 [02:25<02:13,  3.00it/s]
                                                          

  close:  34%|███▍      | 210/612 [02:25<02:13,  3.00it/s]
  close:  34%|███▍      | 211/612 [02:25<02:05,  3.19it/s]
                                                          

  close:  34%|███▍      | 211/612 [02:26<02:05,  3.19it/s]
  close:  35%|███▍      | 212/612 [02:26<02:06,  3.15it/s]
                                                          

  close:  35%|███▍      | 212/612 [02:26<02:06,  3.15it/s]
  close:  35%|███▍      | 213/612 [02:26<02:00,  3.30it/s]
                                                          

  close:  35%|███▍      | 213/612 [02:26<02:00,  3.30it/s]
  close:  35%|███▍      | 214/612 [02:26<02:02,  3.24it/s]
                                                          

  close:  35%|███▍      | 214/612 [02:27<02:02,  3.24it/s]
  close:  35%|███▌      | 215/612 [02:27<01:59,  3.32it/s]
                                                          

  close:  35%|███▌      | 215/612 [02:27<01:59,  3.32it/s]
  close:  35%|███▌      | 216/612 [02:27<02:02,  3.24it/s]
                                                          

  close:  35%|███▌      | 216/612 [02:27<02:02,  3.24it/s]
  close:  35%|███▌      | 217/612 [02:27<01:59,  3.31it/s]
                                                          

  close:  35%|███▌      | 217/612 [02:28<01:59,  3.31it/s]
  close:  36%|███▌      | 218/612 [02:28<02:01,  3.25it/s]
                                                          

  close:  36%|███▌      | 218/612 [02:28<02:01,  3.25it/s]
  close:  36%|███▌      | 219/612 [02:28<01:58,  3.32it/s]
                                                          

  close:  36%|███▌      | 219/612 [02:28<01:58,  3.32it/s]
  close:  36%|███▌      | 220/612 [02:28<02:00,  3.25it/s]
                                                          

  close:  36%|███▌      | 220/612 [02:28<02:00,  3.25it/s]
  close:  36%|███▌      | 221/612 [02:28<01:57,  3.33it/s]
                                                          

  close:  36%|███▌      | 221/612 [02:29<01:57,  3.33it/s]
  close:  36%|███▋      | 222/612 [02:29<02:00,  3.25it/s]
                                                          

  close:  36%|███▋      | 222/612 [02:29<02:00,  3.25it/s]
  close:  36%|███▋      | 223/612 [02:29<01:56,  3.33it/s]
                                                          

  close:  36%|███▋      | 223/612 [02:29<01:56,  3.33it/s]
  close:  37%|███▋      | 224/612 [02:29<01:59,  3.26it/s]
                                                          

  close:  37%|███▋      | 224/612 [02:30<01:59,  3.26it/s]
  close:  37%|███▋      | 225/612 [02:30<01:55,  3.34it/s]
                                                          

  close:  37%|███▋      | 225/612 [02:30<01:55,  3.34it/s]
  close:  37%|███▋      | 226/612 [02:30<01:58,  3.26it/s]
                                                          

  close:  37%|███▋      | 226/612 [02:30<01:58,  3.26it/s]
  close:  37%|███▋      | 227/612 [02:30<01:55,  3.34it/s]
                                                          

  close:  37%|███▋      | 227/612 [02:31<01:55,  3.34it/s]
  close:  37%|███▋      | 228/612 [02:31<01:58,  3.25it/s]
                                                          

  close:  37%|███▋      | 228/612 [02:31<01:58,  3.25it/s]
  close:  37%|███▋      | 229/612 [02:31<01:55,  3.32it/s]
                                                          

  close:  37%|███▋      | 229/612 [02:31<01:55,  3.32it/s]
  close:  38%|███▊      | 230/612 [02:31<01:57,  3.24it/s]
                                                          

  close:  38%|███▊      | 230/612 [02:31<01:57,  3.24it/s]
  close:  38%|███▊      | 231/612 [02:31<01:54,  3.33it/s]
                                                          

  close:  38%|███▊      | 231/612 [02:32<01:54,  3.33it/s]
  close:  38%|███▊      | 232/612 [02:32<01:57,  3.25it/s]
                                                          

  close:  38%|███▊      | 232/612 [02:32<01:57,  3.25it/s]
  close:  38%|███▊      | 233/612 [02:32<01:56,  3.26it/s]
                                                          

  close:  38%|███▊      | 233/612 [02:32<01:56,  3.26it/s]
  close:  38%|███▊      | 234/612 [02:32<01:57,  3.21it/s]
                                                          

  close:  38%|███▊      | 234/612 [02:33<01:57,  3.21it/s]
  close:  38%|███▊      | 235/612 [02:33<01:53,  3.32it/s]
                                                          

  close:  38%|███▊      | 235/612 [02:33<01:53,  3.32it/s]
  close:  39%|███▊      | 236/612 [02:33<01:55,  3.24it/s]
                                                          

  close:  39%|███▊      | 236/612 [02:33<01:55,  3.24it/s]
  close:  39%|███▊      | 237/612 [02:33<01:54,  3.28it/s]
                                                          

  close:  39%|███▊      | 237/612 [02:34<01:54,  3.28it/s]
  close:  39%|███▉      | 238/612 [02:34<01:56,  3.20it/s]
                                                          

  close:  39%|███▉      | 238/612 [02:34<01:56,  3.20it/s]
  close:  39%|███▉      | 239/612 [02:34<01:52,  3.32it/s]
                                                          

  close:  39%|███▉      | 239/612 [02:34<01:52,  3.32it/s]
  close:  39%|███▉      | 240/612 [02:34<01:55,  3.23it/s]
                                                          

  close:  39%|███▉      | 240/612 [02:35<01:55,  3.23it/s]
  close:  39%|███▉      | 241/612 [02:35<01:51,  3.33it/s]
                                                          

  close:  39%|███▉      | 241/612 [02:35<01:51,  3.33it/s]
  close:  40%|███▉      | 242/612 [02:35<01:53,  3.25it/s]
                                                          

  close:  40%|███▉      | 242/612 [02:35<01:53,  3.25it/s]
  close:  40%|███▉      | 243/612 [02:35<01:50,  3.32it/s]
                                                          

  close:  40%|███▉      | 243/612 [02:35<01:50,  3.32it/s]
  close:  40%|███▉      | 244/612 [02:35<01:53,  3.25it/s]
                                                          

  close:  40%|███▉      | 244/612 [02:36<01:53,  3.25it/s]
  close:  40%|████      | 245/612 [02:36<01:49,  3.34it/s]
                                                          

  close:  40%|████      | 245/612 [02:36<01:49,  3.34it/s]
  close:  40%|████      | 246/612 [02:36<01:52,  3.25it/s]
                                                          

  close:  40%|████      | 246/612 [02:36<01:52,  3.25it/s]
  close:  40%|████      | 247/612 [02:36<01:49,  3.34it/s]
                                                          

  close:  40%|████      | 247/612 [02:37<01:49,  3.34it/s]
  close:  41%|████      | 248/612 [02:37<01:51,  3.26it/s]
                                                          

  close:  41%|████      | 248/612 [02:37<01:51,  3.26it/s]
  close:  41%|████      | 249/612 [02:37<01:49,  3.32it/s]
                                                          

  close:  41%|████      | 249/612 [02:37<01:49,  3.32it/s]
  close:  41%|████      | 250/612 [02:37<01:52,  3.21it/s]
                                                          

  close:  41%|████      | 250/612 [02:38<01:52,  3.21it/s]
  close:  41%|████      | 251/612 [02:38<01:49,  3.30it/s]
                                                          

  close:  41%|████      | 251/612 [02:38<01:49,  3.30it/s]
  close:  41%|████      | 252/612 [02:38<01:51,  3.24it/s]
                                                          

  close:  41%|████      | 252/612 [02:38<01:51,  3.24it/s]
  close:  41%|████▏     | 253/612 [02:38<01:50,  3.26it/s]
                                                          

  close:  41%|████▏     | 253/612 [02:39<01:50,  3.26it/s]
  close:  42%|████▏     | 254/612 [02:39<01:51,  3.21it/s]
                                                          

  close:  42%|████▏     | 254/612 [02:39<01:51,  3.21it/s]
  close:  42%|████▏     | 255/612 [02:39<01:48,  3.30it/s]
                                                          

  close:  42%|████▏     | 255/612 [02:39<01:48,  3.30it/s]
  close:  42%|████▏     | 256/612 [02:39<01:50,  3.22it/s]
                                                          

  close:  42%|████▏     | 256/612 [02:39<01:50,  3.22it/s]
  close:  42%|████▏     | 257/612 [02:39<01:47,  3.30it/s]
                                                          

  close:  42%|████▏     | 257/612 [02:40<01:47,  3.30it/s]
  close:  42%|████▏     | 258/612 [02:40<01:49,  3.22it/s]
                                                          

  close:  42%|████▏     | 258/612 [02:40<01:49,  3.22it/s]
  close:  42%|████▏     | 259/612 [02:40<01:48,  3.26it/s]
                                                          

  close:  42%|████▏     | 259/612 [02:40<01:48,  3.26it/s]
  close:  42%|████▏     | 260/612 [02:40<01:49,  3.21it/s]
                                                          

  close:  42%|████▏     | 260/612 [02:41<01:49,  3.21it/s]
  close:  43%|████▎     | 261/612 [02:41<01:46,  3.31it/s]
                                                          

  close:  43%|████▎     | 261/612 [02:41<01:46,  3.31it/s]
  close:  43%|████▎     | 262/612 [02:41<01:48,  3.24it/s]
                                                          

  close:  43%|████▎     | 262/612 [02:41<01:48,  3.24it/s]
  close:  43%|████▎     | 263/612 [02:41<01:45,  3.31it/s]
                                                          

  close:  43%|████▎     | 263/612 [02:42<01:45,  3.31it/s]
  close:  43%|████▎     | 264/612 [02:42<01:47,  3.24it/s]
                                                          

  close:  43%|████▎     | 264/612 [02:42<01:47,  3.24it/s]
  close:  43%|████▎     | 265/612 [02:42<01:44,  3.33it/s]
                                                          

  close:  43%|████▎     | 265/612 [02:42<01:44,  3.33it/s]
  close:  43%|████▎     | 266/612 [02:42<01:46,  3.24it/s]
                                                          

  close:  43%|████▎     | 266/612 [02:42<01:46,  3.24it/s]
  close:  44%|████▎     | 267/612 [02:42<01:44,  3.31it/s]
                                                          

  close:  44%|████▎     | 267/612 [02:43<01:44,  3.31it/s]
  close:  44%|████▍     | 268/612 [02:43<01:46,  3.22it/s]
                                                          

  close:  44%|████▍     | 268/612 [02:43<01:46,  3.22it/s]
  close:  44%|████▍     | 269/612 [02:43<01:43,  3.30it/s]
                                                          

  close:  44%|████▍     | 269/612 [02:43<01:43,  3.30it/s]
  close:  44%|████▍     | 270/612 [02:43<01:45,  3.23it/s]
                                                          

  close:  44%|████▍     | 270/612 [02:44<01:45,  3.23it/s]
  close:  44%|████▍     | 271/612 [02:44<01:43,  3.31it/s]
                                                          

  close:  44%|████▍     | 271/612 [02:44<01:43,  3.31it/s]
  close:  44%|████▍     | 272/612 [02:44<01:45,  3.23it/s]
                                                          

  close:  44%|████▍     | 272/612 [02:44<01:45,  3.23it/s]
  close:  45%|████▍     | 273/612 [02:44<01:42,  3.30it/s]
                                                          

  close:  45%|████▍     | 273/612 [02:45<01:42,  3.30it/s]
  close:  45%|████▍     | 274/612 [02:45<01:44,  3.22it/s]
                                                          

  close:  45%|████▍     | 274/612 [02:45<01:44,  3.22it/s]
  close:  45%|████▍     | 275/612 [02:45<01:42,  3.30it/s]
                                                          

  close:  45%|████▍     | 275/612 [02:45<01:42,  3.30it/s]
  close:  45%|████▌     | 276/612 [02:45<01:45,  3.18it/s]
                                                          

  close:  45%|████▌     | 276/612 [02:46<01:45,  3.18it/s]
  close:  45%|████▌     | 277/612 [02:46<01:41,  3.29it/s]
                                                          

  close:  45%|████▌     | 277/612 [02:46<01:41,  3.29it/s]
  close:  45%|████▌     | 278/612 [02:46<01:45,  3.16it/s]
                                                          

  close:  45%|████▌     | 278/612 [02:46<01:45,  3.16it/s]
  close:  46%|████▌     | 279/612 [02:46<01:40,  3.31it/s]
                                                          

  close:  46%|████▌     | 279/612 [02:46<01:40,  3.31it/s]
  close:  46%|████▌     | 280/612 [02:46<01:42,  3.23it/s]
                                                          

  close:  46%|████▌     | 280/612 [02:47<01:42,  3.23it/s]
  close:  46%|████▌     | 281/612 [02:47<01:38,  3.36it/s]
                                                          

  close:  46%|████▌     | 281/612 [02:47<01:38,  3.36it/s]
  close:  46%|████▌     | 282/612 [02:47<01:40,  3.27it/s]
                                                          

  close:  46%|████▌     | 282/612 [02:47<01:40,  3.27it/s]
  close:  46%|████▌     | 283/612 [02:47<01:38,  3.35it/s]
                                                          

  close:  46%|████▌     | 283/612 [02:48<01:38,  3.35it/s]
  close:  46%|████▋     | 284/612 [02:48<01:40,  3.25it/s]
                                                          

  close:  46%|████▋     | 284/612 [02:48<01:40,  3.25it/s]
  close:  47%|████▋     | 285/612 [02:48<01:39,  3.28it/s]
                                                          

  close:  47%|████▋     | 285/612 [02:48<01:39,  3.28it/s]
  close:  47%|████▋     | 286/612 [02:48<01:42,  3.18it/s]
                                                          

  close:  47%|████▋     | 286/612 [02:49<01:42,  3.18it/s]
  close:  47%|████▋     | 287/612 [02:49<01:37,  3.32it/s]
                                                          

  close:  47%|████▋     | 287/612 [02:49<01:37,  3.32it/s]
  close:  47%|████▋     | 288/612 [02:49<01:40,  3.24it/s]
                                                          

  close:  47%|████▋     | 288/612 [02:49<01:40,  3.24it/s]
  close:  47%|████▋     | 289/612 [02:49<01:37,  3.33it/s]
                                                          

  close:  47%|████▋     | 289/612 [02:50<01:37,  3.33it/s]
  close:  47%|████▋     | 290/612 [02:50<01:39,  3.23it/s]
                                                          

  close:  47%|████▋     | 290/612 [02:50<01:39,  3.23it/s]
  close:  48%|████▊     | 291/612 [02:50<01:37,  3.29it/s]
                                                          

  close:  48%|████▊     | 291/612 [02:50<01:37,  3.29it/s]
  close:  48%|████▊     | 292/612 [02:50<01:39,  3.20it/s]
                                                          

  close:  48%|████▊     | 292/612 [02:50<01:39,  3.20it/s]
  close:  48%|████▊     | 293/612 [02:50<01:37,  3.27it/s]
                                                          

  close:  48%|████▊     | 293/612 [02:51<01:37,  3.27it/s]
  close:  48%|████▊     | 294/612 [02:51<01:39,  3.21it/s]
                                                          

  close:  48%|████▊     | 294/612 [02:51<01:39,  3.21it/s]
  close:  48%|████▊     | 295/612 [02:51<01:36,  3.28it/s]
                                                          

  close:  48%|████▊     | 295/612 [02:51<01:36,  3.28it/s]
  close:  48%|████▊     | 296/612 [02:51<01:38,  3.22it/s]
                                                          

  close:  48%|████▊     | 296/612 [02:52<01:38,  3.22it/s]
  close:  49%|████▊     | 297/612 [02:52<01:35,  3.30it/s]
                                                          

  close:  49%|████▊     | 297/612 [02:52<01:35,  3.30it/s]
  close:  49%|████▊     | 298/612 [02:52<01:37,  3.22it/s]
                                                          

  close:  49%|████▊     | 298/612 [02:52<01:37,  3.22it/s]
  close:  49%|████▉     | 299/612 [02:52<01:34,  3.30it/s]
                                                          

  close:  49%|████▉     | 299/612 [02:53<01:34,  3.30it/s]
  close:  49%|████▉     | 300/612 [02:53<01:36,  3.23it/s]
                                                          

  close:  49%|████▉     | 300/612 [02:53<01:36,  3.23it/s]
  close:  49%|████▉     | 301/612 [02:53<01:33,  3.31it/s]
                                                          

  close:  49%|████▉     | 301/612 [02:53<01:33,  3.31it/s]
  close:  49%|████▉     | 302/612 [02:53<01:36,  3.22it/s]
                                                          

  close:  49%|████▉     | 302/612 [02:54<01:36,  3.22it/s]
  close:  50%|████▉     | 303/612 [02:54<01:33,  3.31it/s]
                                                          

  close:  50%|████▉     | 303/612 [02:54<01:33,  3.31it/s]
  close:  50%|████▉     | 304/612 [02:54<01:35,  3.23it/s]
                                                          

  close:  50%|████▉     | 304/612 [02:54<01:35,  3.23it/s]
  close:  50%|████▉     | 305/612 [02:54<01:32,  3.31it/s]
                                                          

  close:  50%|████▉     | 305/612 [02:54<01:32,  3.31it/s]
  close:  50%|█████     | 306/612 [02:54<01:35,  3.22it/s]
                                                          

  close:  50%|█████     | 306/612 [02:55<01:35,  3.22it/s]
  close:  50%|█████     | 307/612 [02:55<01:32,  3.31it/s]
                                                          

  close:  50%|█████     | 307/612 [02:55<01:32,  3.31it/s]
  close:  50%|█████     | 308/612 [02:55<01:33,  3.24it/s]
                                                          

  close:  50%|█████     | 308/612 [02:55<01:33,  3.24it/s]
  close:  50%|█████     | 309/612 [02:55<01:31,  3.32it/s]
                                                          

  close:  50%|█████     | 309/612 [02:56<01:31,  3.32it/s]
  close:  51%|█████     | 310/612 [02:56<01:33,  3.24it/s]
                                                          

  close:  51%|█████     | 310/612 [02:56<01:33,  3.24it/s]
  close:  51%|█████     | 311/612 [02:56<01:30,  3.33it/s]
                                                          

  close:  51%|█████     | 311/612 [02:56<01:30,  3.33it/s]
  close:  51%|█████     | 312/612 [02:56<01:33,  3.21it/s]
                                                          

  close:  51%|█████     | 312/612 [02:57<01:33,  3.21it/s]
  close:  51%|█████     | 313/612 [02:57<01:30,  3.32it/s]
                                                          

  close:  51%|█████     | 313/612 [02:57<01:30,  3.32it/s]
  close:  51%|█████▏    | 314/612 [02:57<01:31,  3.24it/s]
                                                          
    [X] #927    expected=close    | predicted="far"
+    [X] #928    expected=close    | predicted="far"
+    [X] #932    expected=close    | predicted="far"
+    [X] #939    expected=close    | predicted="far"
+    [X] #940    expected=close    | predicted="far"
+    [X] #943    expected=close    | predicted="far"
+    [X] #945    expected=close    | predicted="far"
+    [X] #949    expected=close    | predicted="far"
+    [X] #954    expected=close    | predicted="far"
+    [X] #961    expected=close    | predicted="far"
+    [X] #972    expected=close    | predicted="far"
+    [X] #987    expected=close    | predicted="far"
+    [X] #989    expected=close    | predicted="far"
+    [X] #992    expected=close    | predicted="far"
+    [X] #994    expected=close    | predicted="far"
+    [X] #1000   expected=close    | predicted="far"
+    [X] #1003   expected=close    | predicted="far"
+    [X] #1007   expected=close    | predicted="far"
+    [X] #1017   expected=close    | predicted="far"
+    [X] #1018   expected=close    | predicted="far"
+    [X] #1026   expected=close    | predicted="far"
+    [X] #1029   expected=close    | predicted="far"
+    [X] #1037   expected=close    | predicted="far"
+    [X] #1039   expected=close    | predicted="far"
+    [X] #1043   expected=close    | predicted="far"
+    [X] #1049   expected=close    | predicted="far"
+    [X] #1059   expected=close    | predicted="far"
+    [X] #1066   expected=close    | predicted="far"
+    [X] #1073   expected=close    | predicted="far"
+    [X] #1081   expected=close    | predicted="far"
+    [X] #1086   expected=close    | predicted="far"
+    [X] #1097   expected=close    | predicted="far"
+    [X] #1098   expected=close    | predicted="far"
+    [X] #1100   expected=close    | predicted="far"
+    [X] #1103   expected=close    | predicted="far"
+    [X] #1121   expected=close    | predicted="far"
+    [X] #1139   expected=close    | predicted="far"
+    [X] #1140   expected=close    | predicted="far"
+    [X] #1149   expected=close    | predicted="far"
+    [X] #1156   expected=close    | predicted="far"
+    [X] #1177   expected=close    | predicted="far"
+    [X] #1178   expected=close    | predicted="far"
+    [X] #1181   expected=close    | predicted="far"
+    [X] #1189   expected=close    | predicted="far"
+    [X] #1191   expected=close    | predicted="far"
+    [X] #1207   expected=close    | predicted="far"
+    [X] #1211   expected=close    | predicted="far"
+    [X] #1212   expected=close    | predicted="far"
+    [X] #1213   expected=close    | predicted="far"
+    [X] #1214   expected=close    | predicted="far"
+    [X] #1224   expected=close    | predicted="far"
+    [X] #1225   expected=close    | predicted="far"
+    [X] #1244   expected=close    | predicted="far"
+    [X] #1247   expected=close    | predicted="far"
+    [X] #1249   expected=close    | predicted="far"
+    [X] #1250   expected=close    | predicted="far"
+    [X] #1252   expected=close    | predicted="far"
+    [X] #1260   expected=close    | predicted="far"
+    [X] #1262   expected=close    | predicted="far"
+    [X] #1264   expected=close    | predicted="far"
+    [X] #1272   expected=close    | predicted="far"
+    [X] #1278   expected=close    | predicted="far"
+    [X] #1281   expected=close    | predicted="far"
+    [X] #1287   expected=close    | predicted="far"
+    [X] #1292   expected=close    | predicted="far"
+    [X] #1296   expected=close    | predicted="far"
+    [X] #1300   expected=close    | predicted="far"
+    [X] #1301   expected=close    | predicted="far"
+    [X] #1306   expected=close    | predicted="far"
+    [X] #1328   expected=close    | predicted="far"
+    [X] #1329   expected=close    | predicted="far"
+    [X] #1337   expected=close    | predicted="far"
+    [X] #1341   expected=close    | predicted="far"
+    [X] #1345   expected=close    | predicted="far"
+    [X] #1349   expected=close    | predicted="far"
+    [X] #1360   expected=close    | predicted="far"
+    [X] #1372   expected=close    | predicted="far"
+    [X] #1376   expected=close    | predicted="far"
+    [X] #1378   expected=close    | predicted="far"
+    [X] #1379   expected=close    | predicted="far"
+    [X] #1381   expected=close    | predicted="far"
+    [X] #1390   expected=close    | predicted="far"
+    [X] #1393   expected=close    | predicted="far"
+    [X] #1404   expected=close    | predicted="far"
+    [X] #1407   expected=close    | predicted="far"
+    [X] #1411   expected=close    | predicted="far"
+    [X] #1416   expected=close    | predicted="far"
+    [X] #1418   expected=close    | predicted="far"
+    [X] #1419   expected=close    | predicted="far"
+    [X] #1422   expected=close    | predicted="far"
+    [X] #1428   expected=close    | predicted="far"
+    [X] #1433   expected=close    | predicted="far"
+    [X] #1442   expected=close    | predicted="far"
+    [X] #1447   expected=close    | predicted="far"
+    [X] #1454   expected=close    | predicted="far"
+    [X] #1466   expected=close    | predicted="far"
+    [X] #1489   expected=close    | predicted="far"
+    [X] #1495   expected=close    | predicted="far"
+    [X] #1500   expected=close    | predicted="far"
+    [X] #1502   expected=close    | predicted="far"
+    [X] #1503   expected=close    | predicted="far"
+    [X] #1505   expected=close    | predicted="far"
+    [X] #1522   expected=close    | predicted="far"
+    [X] #1525   expected=close    | predicted="far"
+    [X] #1530   expected=close    | predicted="far"
+    [X] #1532   expected=close    | predicted="far"
+    [X] #1540   expected=close    | predicted="far"
+    [X] #1545   expected=close    | predicted="far"
+    [X] #1557   expected=close    | predicted="far"
+    [X] #1559   expected=close    | predicted="far"
+    [X] #1561   expected=close    | predicted="far"
+    [X] #1567   expected=close    | predicted="far"
+    [X] #1569   expected=close    | predicted="far"
+    [X] #1571   expected=close    | predicted="far"
+    [X] #1579   expected=close    | predicted="far"
+    [X] #1581   expected=close    | predicted="far"
+    [X] #1586   expected=close    | predicted="far"
+    [X] #1607   expected=close    | predicted="far"
+    [X] #1612   expected=close    | predicted="far"
+    [X] #1613   expected=close    | predicted="far"
+    [X] #1621   expected=close    | predicted="far"
+    [X] #1623   expected=close    | predicted="far"
+    [X] #1625   expected=close    | predicted="far"
+    [X] #1629   expected=close    | predicted="far"
+    [X] #1630   expected=close    | predicted="far"
+    [X] #1642   expected=close    | predicted="far"
+    [X] #1648   expected=close    | predicted="far"
+    [X] #1650   expected=close    | predicted="far"
+    [X] #1651   expected=close    | predicted="far"
+    [X] #1652   expected=close    | predicted="far"
+    [X] #1659   expected=close    | predicted="far"
+    [X] #1682   expected=close    | predicted="far"
+    [X] #1687   expected=close    | predicted="far"
+    [X] #1688   expected=close    | predicted="far"
+    [X] #1692   expected=close    | predicted="far"
+    [X] #1697   expected=close    | predicted="far"
+    [X] #1700   expected=close    | predicted="far"
+    [X] #1706   expected=close    | predicted="far"
+    [X] #1707   expected=close    | predicted="far"
+    [X] #1725   expected=close    | predicted="far"
+    [X] #1728   expected=close    | predicted="far"
+    [X] #1732   expected=close    | predicted="far"
+    [X] #1741   expected=close    | predicted="far"
+    [X] #1742   expected=close    | predicted="far"
+    [X] #1763   expected=close    | predicted="far"
+    [X] #1767   expected=close    | predicted="far"
+    [X] #1775   expected=close    | predicted="far"
+    [X] #1782   expected=close    | predicted="far"
+    [X] #1795   expected=close    | predicted="far"
+    [X] #1799   expected=close    | predicted="far"
+    [X] #1802   expected=close    | predicted="far"
+    [X] #1806   expected=close    | predicted="far"
+    [X] #1807   expected=close    | predicted="far"
+    [X] #1809   expected=close    | predicted="far"
+    [X] #1811   expected=close    | predicted="far"
+    [X] #1812   expected=close    | predicted="far"
+    [X] #1814   expected=close    | predicted="far"
+
  close:  51%|█████▏    | 314/612 [02:57<01:31,  3.24it/s]
  close:  51%|█████▏    | 315/612 [02:57<01:29,  3.32it/s]
                                                          

  close:  51%|█████▏    | 315/612 [02:57<01:29,  3.32it/s]
  close:  52%|█████▏    | 316/612 [02:57<01:31,  3.24it/s]
                                                          

  close:  52%|█████▏    | 316/612 [02:58<01:31,  3.24it/s]
  close:  52%|█████▏    | 317/612 [02:58<01:28,  3.33it/s]
                                                          

  close:  52%|█████▏    | 317/612 [02:58<01:28,  3.33it/s]
  close:  52%|█████▏    | 318/612 [02:58<01:30,  3.25it/s]
                                                          

  close:  52%|█████▏    | 318/612 [02:58<01:30,  3.25it/s]
  close:  52%|█████▏    | 319/612 [02:58<01:29,  3.26it/s]
                                                          

  close:  52%|█████▏    | 319/612 [02:59<01:29,  3.26it/s]
  close:  52%|█████▏    | 320/612 [02:59<01:31,  3.20it/s]
                                                          

  close:  52%|█████▏    | 320/612 [02:59<01:31,  3.20it/s]
  close:  52%|█████▏    | 321/612 [02:59<01:27,  3.33it/s]
                                                          

  close:  52%|█████▏    | 321/612 [02:59<01:27,  3.33it/s]
  close:  53%|█████▎    | 322/612 [02:59<01:29,  3.23it/s]
                                                          

  close:  53%|█████▎    | 322/612 [03:00<01:29,  3.23it/s]
  close:  53%|█████▎    | 323/612 [03:00<01:27,  3.32it/s]
                                                          

  close:  53%|█████▎    | 323/612 [03:00<01:27,  3.32it/s]
  close:  53%|█████▎    | 324/612 [03:00<01:28,  3.24it/s]
                                                          

  close:  53%|█████▎    | 324/612 [03:00<01:28,  3.24it/s]
  close:  53%|█████▎    | 325/612 [03:00<01:26,  3.33it/s]
                                                          

  close:  53%|█████▎    | 325/612 [03:01<01:26,  3.33it/s]
  close:  53%|█████▎    | 326/612 [03:01<01:28,  3.25it/s]
                                                          

  close:  53%|█████▎    | 326/612 [03:01<01:28,  3.25it/s]
  close:  53%|█████▎    | 327/612 [03:01<01:25,  3.32it/s]
                                                          

  close:  53%|█████▎    | 327/612 [03:01<01:25,  3.32it/s]
  close:  54%|█████▎    | 328/612 [03:01<01:27,  3.23it/s]
                                                          

  close:  54%|█████▎    | 328/612 [03:01<01:27,  3.23it/s]
  close:  54%|█████▍    | 329/612 [03:01<01:25,  3.31it/s]
                                                          

  close:  54%|█████▍    | 329/612 [03:02<01:25,  3.31it/s]
  close:  54%|█████▍    | 330/612 [03:02<01:27,  3.22it/s]
                                                          

  close:  54%|█████▍    | 330/612 [03:02<01:27,  3.22it/s]
  close:  54%|█████▍    | 331/612 [03:02<01:25,  3.27it/s]
                                                          

  close:  54%|█████▍    | 331/612 [03:02<01:25,  3.27it/s]
  close:  54%|█████▍    | 332/612 [03:02<01:26,  3.22it/s]
                                                          

  close:  54%|█████▍    | 332/612 [03:03<01:26,  3.22it/s]
  close:  54%|█████▍    | 333/612 [03:03<01:25,  3.27it/s]
                                                          

  close:  54%|█████▍    | 333/612 [03:03<01:25,  3.27it/s]
  close:  55%|█████▍    | 334/612 [03:03<01:26,  3.21it/s]
                                                          

  close:  55%|█████▍    | 334/612 [03:03<01:26,  3.21it/s]
  close:  55%|█████▍    | 335/612 [03:03<01:23,  3.32it/s]
                                                          

  close:  55%|█████▍    | 335/612 [03:04<01:23,  3.32it/s]
  close:  55%|█████▍    | 336/612 [03:04<01:25,  3.23it/s]
                                                          

  close:  55%|█████▍    | 336/612 [03:04<01:25,  3.23it/s]
  close:  55%|█████▌    | 337/612 [03:04<01:22,  3.34it/s]
                                                          

  close:  55%|█████▌    | 337/612 [03:04<01:22,  3.34it/s]
  close:  55%|█████▌    | 338/612 [03:04<01:24,  3.25it/s]
                                                          

  close:  55%|█████▌    | 338/612 [03:04<01:24,  3.25it/s]
  close:  55%|█████▌    | 339/612 [03:04<01:21,  3.34it/s]
                                                          

  close:  55%|█████▌    | 339/612 [03:05<01:21,  3.34it/s]
  close:  56%|█████▌    | 340/612 [03:05<01:23,  3.26it/s]
                                                          

  close:  56%|█████▌    | 340/612 [03:05<01:23,  3.26it/s]
  close:  56%|█████▌    | 341/612 [03:05<01:21,  3.33it/s]
                                                          

  close:  56%|█████▌    | 341/612 [03:05<01:21,  3.33it/s]
  close:  56%|█████▌    | 342/612 [03:05<01:24,  3.21it/s]
                                                          

  close:  56%|█████▌    | 342/612 [03:06<01:24,  3.21it/s]
  close:  56%|█████▌    | 343/612 [03:06<01:21,  3.29it/s]
                                                          

  close:  56%|█████▌    | 343/612 [03:06<01:21,  3.29it/s]
  close:  56%|█████▌    | 344/612 [03:06<01:23,  3.20it/s]
                                                          

  close:  56%|█████▌    | 344/612 [03:06<01:23,  3.20it/s]
  close:  56%|█████▋    | 345/612 [03:06<01:21,  3.29it/s]
                                                          

  close:  56%|█████▋    | 345/612 [03:07<01:21,  3.29it/s]
  close:  57%|█████▋    | 346/612 [03:07<01:22,  3.23it/s]
                                                          

  close:  57%|█████▋    | 346/612 [03:07<01:22,  3.23it/s]
  close:  57%|█████▋    | 347/612 [03:07<01:20,  3.31it/s]
                                                          

  close:  57%|█████▋    | 347/612 [03:07<01:20,  3.31it/s]
  close:  57%|█████▋    | 348/612 [03:07<01:21,  3.24it/s]
                                                          

  close:  57%|█████▋    | 348/612 [03:08<01:21,  3.24it/s]
  close:  57%|█████▋    | 349/612 [03:08<01:19,  3.31it/s]
                                                          

  close:  57%|█████▋    | 349/612 [03:08<01:19,  3.31it/s]
  close:  57%|█████▋    | 350/612 [03:08<01:20,  3.25it/s]
                                                          

  close:  57%|█████▋    | 350/612 [03:08<01:20,  3.25it/s]
  close:  57%|█████▋    | 351/612 [03:08<01:19,  3.30it/s]
                                                          

  close:  57%|█████▋    | 351/612 [03:09<01:19,  3.30it/s]
  close:  58%|█████▊    | 352/612 [03:09<01:20,  3.23it/s]
                                                          

  close:  58%|█████▊    | 352/612 [03:09<01:20,  3.23it/s]
  close:  58%|█████▊    | 353/612 [03:09<01:18,  3.30it/s]
                                                          

  close:  58%|█████▊    | 353/612 [03:09<01:18,  3.30it/s]
  close:  58%|█████▊    | 354/612 [03:09<01:19,  3.23it/s]
                                                          

  close:  58%|█████▊    | 354/612 [03:09<01:19,  3.23it/s]
  close:  58%|█████▊    | 355/612 [03:09<01:17,  3.30it/s]
                                                          

  close:  58%|█████▊    | 355/612 [03:10<01:17,  3.30it/s]
  close:  58%|█████▊    | 356/612 [03:10<01:19,  3.23it/s]
                                                          

  close:  58%|█████▊    | 356/612 [03:10<01:19,  3.23it/s]
  close:  58%|█████▊    | 357/612 [03:10<01:17,  3.31it/s]
                                                          

  close:  58%|█████▊    | 357/612 [03:10<01:17,  3.31it/s]
  close:  58%|█████▊    | 358/612 [03:10<01:18,  3.23it/s]
                                                          

  close:  58%|█████▊    | 358/612 [03:11<01:18,  3.23it/s]
  close:  59%|█████▊    | 359/612 [03:11<01:16,  3.31it/s]
                                                          

  close:  59%|█████▊    | 359/612 [03:11<01:16,  3.31it/s]
  close:  59%|█████▉    | 360/612 [03:11<01:17,  3.24it/s]
                                                          

  close:  59%|█████▉    | 360/612 [03:11<01:17,  3.24it/s]
  close:  59%|█████▉    | 361/612 [03:11<01:15,  3.33it/s]
                                                          

  close:  59%|█████▉    | 361/612 [03:12<01:15,  3.33it/s]
  close:  59%|█████▉    | 362/612 [03:12<01:16,  3.25it/s]
                                                          

  close:  59%|█████▉    | 362/612 [03:12<01:16,  3.25it/s]
  close:  59%|█████▉    | 363/612 [03:12<01:14,  3.33it/s]
                                                          

  close:  59%|█████▉    | 363/612 [03:12<01:14,  3.33it/s]
  close:  59%|█████▉    | 364/612 [03:12<01:16,  3.25it/s]
                                                          

  close:  59%|█████▉    | 364/612 [03:12<01:16,  3.25it/s]
  close:  60%|█████▉    | 365/612 [03:12<01:14,  3.32it/s]
                                                          

  close:  60%|█████▉    | 365/612 [03:13<01:14,  3.32it/s]
  close:  60%|█████▉    | 366/612 [03:13<01:15,  3.24it/s]
                                                          

  close:  60%|█████▉    | 366/612 [03:13<01:15,  3.24it/s]
  close:  60%|█████▉    | 367/612 [03:13<01:13,  3.32it/s]
                                                          

  close:  60%|█████▉    | 367/612 [03:13<01:13,  3.32it/s]
  close:  60%|██████    | 368/612 [03:13<01:15,  3.24it/s]
                                                          

  close:  60%|██████    | 368/612 [03:14<01:15,  3.24it/s]
  close:  60%|██████    | 369/612 [03:14<01:13,  3.31it/s]
                                                          

  close:  60%|██████    | 369/612 [03:14<01:13,  3.31it/s]
  close:  60%|██████    | 370/612 [03:14<01:14,  3.24it/s]
                                                          

  close:  60%|██████    | 370/612 [03:14<01:14,  3.24it/s]
  close:  61%|██████    | 371/612 [03:14<01:13,  3.30it/s]
                                                          

  close:  61%|██████    | 371/612 [03:15<01:13,  3.30it/s]
  close:  61%|██████    | 372/612 [03:15<01:14,  3.24it/s]
                                                          

  close:  61%|██████    | 372/612 [03:15<01:14,  3.24it/s]
  close:  61%|██████    | 373/612 [03:15<01:12,  3.31it/s]
                                                          

  close:  61%|██████    | 373/612 [03:15<01:12,  3.31it/s]
  close:  61%|██████    | 374/612 [03:15<01:13,  3.24it/s]
                                                          

  close:  61%|██████    | 374/612 [03:15<01:13,  3.24it/s]
  close:  61%|██████▏   | 375/612 [03:15<01:11,  3.32it/s]
                                                          

  close:  61%|██████▏   | 375/612 [03:16<01:11,  3.32it/s]
  close:  61%|██████▏   | 376/612 [03:16<01:12,  3.25it/s]
                                                          

  close:  61%|██████▏   | 376/612 [03:16<01:12,  3.25it/s]
  close:  62%|██████▏   | 377/612 [03:16<01:11,  3.29it/s]
                                                          

  close:  62%|██████▏   | 377/612 [03:16<01:11,  3.29it/s]
  close:  62%|██████▏   | 378/612 [03:16<01:12,  3.21it/s]
                                                          

  close:  62%|██████▏   | 378/612 [03:17<01:12,  3.21it/s]
  close:  62%|██████▏   | 379/612 [03:17<01:10,  3.31it/s]
                                                          

  close:  62%|██████▏   | 379/612 [03:17<01:10,  3.31it/s]
  close:  62%|██████▏   | 380/612 [03:17<01:11,  3.23it/s]
                                                          

  close:  62%|██████▏   | 380/612 [03:17<01:11,  3.23it/s]
  close:  62%|██████▏   | 381/612 [03:17<01:09,  3.30it/s]
                                                          

  close:  62%|██████▏   | 381/612 [03:18<01:09,  3.30it/s]
  close:  62%|██████▏   | 382/612 [03:18<01:11,  3.23it/s]
                                                          

  close:  62%|██████▏   | 382/612 [03:18<01:11,  3.23it/s]
  close:  63%|██████▎   | 383/612 [03:18<01:08,  3.32it/s]
                                                          

  close:  63%|██████▎   | 383/612 [03:18<01:08,  3.32it/s]
  close:  63%|██████▎   | 384/612 [03:18<01:10,  3.25it/s]
                                                          

  close:  63%|██████▎   | 384/612 [03:19<01:10,  3.25it/s]
  close:  63%|██████▎   | 385/612 [03:19<01:08,  3.33it/s]
                                                          

  close:  63%|██████▎   | 385/612 [03:19<01:08,  3.33it/s]
  close:  63%|██████▎   | 386/612 [03:19<01:09,  3.25it/s]
                                                          

  close:  63%|██████▎   | 386/612 [03:19<01:09,  3.25it/s]
  close:  63%|██████▎   | 387/612 [03:19<01:07,  3.32it/s]
                                                          

  close:  63%|██████▎   | 387/612 [03:19<01:07,  3.32it/s]
  close:  63%|██████▎   | 388/612 [03:19<01:09,  3.22it/s]
                                                          

  close:  63%|██████▎   | 388/612 [03:20<01:09,  3.22it/s]
  close:  64%|██████▎   | 389/612 [03:20<01:07,  3.31it/s]
                                                          

  close:  64%|██████▎   | 389/612 [03:20<01:07,  3.31it/s]
  close:  64%|██████▎   | 390/612 [03:20<01:08,  3.22it/s]
                                                          

  close:  64%|██████▎   | 390/612 [03:20<01:08,  3.22it/s]
  close:  64%|██████▍   | 391/612 [03:20<01:06,  3.31it/s]
                                                          

  close:  64%|██████▍   | 391/612 [03:21<01:06,  3.31it/s]
  close:  64%|██████▍   | 392/612 [03:21<01:07,  3.24it/s]
                                                          

  close:  64%|██████▍   | 392/612 [03:21<01:07,  3.24it/s]
  close:  64%|██████▍   | 393/612 [03:21<01:05,  3.32it/s]
                                                          

  close:  64%|██████▍   | 393/612 [03:21<01:05,  3.32it/s]
  close:  64%|██████▍   | 394/612 [03:21<01:07,  3.25it/s]
                                                          

  close:  64%|██████▍   | 394/612 [03:22<01:07,  3.25it/s]
  close:  65%|██████▍   | 395/612 [03:22<01:05,  3.31it/s]
                                                          

  close:  65%|██████▍   | 395/612 [03:22<01:05,  3.31it/s]
  close:  65%|██████▍   | 396/612 [03:22<01:06,  3.24it/s]
                                                          

  close:  65%|██████▍   | 396/612 [03:22<01:06,  3.24it/s]
  close:  65%|██████▍   | 397/612 [03:22<01:06,  3.23it/s]
                                                          

  close:  65%|██████▍   | 397/612 [03:23<01:06,  3.23it/s]
  close:  65%|██████▌   | 398/612 [03:23<01:07,  3.19it/s]
                                                          

  close:  65%|██████▌   | 398/612 [03:23<01:07,  3.19it/s]
  close:  65%|██████▌   | 399/612 [03:23<01:04,  3.32it/s]
                                                          

  close:  65%|██████▌   | 399/612 [03:23<01:04,  3.32it/s]
  close:  65%|██████▌   | 400/612 [03:23<01:05,  3.22it/s]
                                                          

  close:  65%|██████▌   | 400/612 [03:23<01:05,  3.22it/s]
  close:  66%|██████▌   | 401/612 [03:23<01:03,  3.33it/s]
                                                          

  close:  66%|██████▌   | 401/612 [03:24<01:03,  3.33it/s]
  close:  66%|██████▌   | 402/612 [03:24<01:04,  3.26it/s]
                                                          

  close:  66%|██████▌   | 402/612 [03:24<01:04,  3.26it/s]
  close:  66%|██████▌   | 403/612 [03:24<01:02,  3.35it/s]
                                                          

  close:  66%|██████▌   | 403/612 [03:24<01:02,  3.35it/s]
  close:  66%|██████▌   | 404/612 [03:24<01:03,  3.27it/s]
                                                          

  close:  66%|██████▌   | 404/612 [03:25<01:03,  3.27it/s]
  close:  66%|██████▌   | 405/612 [03:25<01:01,  3.34it/s]
                                                          

  close:  66%|██████▌   | 405/612 [03:25<01:01,  3.34it/s]
  close:  66%|██████▋   | 406/612 [03:25<01:03,  3.26it/s]
                                                          

  close:  66%|██████▋   | 406/612 [03:25<01:03,  3.26it/s]
  close:  67%|██████▋   | 407/612 [03:25<01:01,  3.32it/s]
                                                          

  close:  67%|██████▋   | 407/612 [03:26<01:01,  3.32it/s]
  close:  67%|██████▋   | 408/612 [03:26<01:02,  3.25it/s]
                                                          

  close:  67%|██████▋   | 408/612 [03:26<01:02,  3.25it/s]
  close:  67%|██████▋   | 409/612 [03:26<01:01,  3.30it/s]
                                                          

  close:  67%|██████▋   | 409/612 [03:26<01:01,  3.30it/s]
  close:  67%|██████▋   | 410/612 [03:26<01:00,  3.37it/s]
                                                          

  close:  67%|██████▋   | 410/612 [03:26<01:00,  3.37it/s]
  close:  67%|██████▋   | 411/612 [03:26<00:58,  3.41it/s]
                                                          

  close:  67%|██████▋   | 411/612 [03:27<00:58,  3.41it/s]
  close:  67%|██████▋   | 412/612 [03:27<00:58,  3.45it/s]
                                                          

  close:  67%|██████▋   | 412/612 [03:30<00:58,  3.45it/s]
  close:  67%|██████▋   | 413/612 [03:30<03:42,  1.12s/it]
                                                          

  close:  67%|██████▋   | 413/612 [03:33<03:42,  1.12s/it]
  close:  68%|██████▊   | 414/612 [03:33<05:34,  1.69s/it]
                                                          

  close:  68%|██████▊   | 414/612 [03:36<05:34,  1.69s/it]
  close:  68%|██████▊   | 415/612 [03:36<06:51,  2.09s/it]
                                                          

  close:  68%|██████▊   | 415/612 [03:39<06:51,  2.09s/it]
  close:  68%|██████▊   | 416/612 [03:39<07:43,  2.36s/it]
                                                          

  close:  68%|██████▊   | 416/612 [03:42<07:43,  2.36s/it]
  close:  68%|██████▊   | 417/612 [03:42<08:17,  2.55s/it]
                                                          

  close:  68%|██████▊   | 417/612 [03:42<08:17,  2.55s/it]
  close:  68%|██████▊   | 418/612 [03:42<06:21,  1.96s/it]
                                                          

  close:  68%|██████▊   | 418/612 [03:45<06:21,  1.96s/it]
  close:  68%|██████▊   | 419/612 [03:45<07:20,  2.28s/it]
                                                          

  close:  68%|██████▊   | 419/612 [03:48<07:20,  2.28s/it]
  close:  69%|██████▊   | 420/612 [03:48<07:59,  2.50s/it]
                                                          

  close:  69%|██████▊   | 420/612 [03:51<07:59,  2.50s/it]
  close:  69%|██████▉   | 421/612 [03:51<08:21,  2.63s/it]
                                                          

  close:  69%|██████▉   | 421/612 [03:54<08:21,  2.63s/it]
  close:  69%|██████▉   | 422/612 [03:54<08:39,  2.73s/it]
                                                          

  close:  69%|██████▉   | 422/612 [03:57<08:39,  2.73s/it]
  close:  69%|██████▉   | 423/612 [03:57<08:53,  2.82s/it]
                                                          

  close:  69%|██████▉   | 423/612 [04:00<08:53,  2.82s/it]
  close:  69%|██████▉   | 424/612 [04:00<09:02,  2.89s/it]
                                                          

  close:  69%|██████▉   | 424/612 [04:03<09:02,  2.89s/it]
  close:  69%|██████▉   | 425/612 [04:03<09:05,  2.92s/it]
                                                          

  close:  69%|██████▉   | 425/612 [04:06<09:05,  2.92s/it]
  close:  70%|██████▉   | 426/612 [04:06<09:06,  2.94s/it]
                                                          

  close:  70%|██████▉   | 426/612 [04:09<09:06,  2.94s/it]
  close:  70%|██████▉   | 427/612 [04:09<09:04,  2.94s/it]
                                                          

  close:  70%|██████▉   | 427/612 [04:12<09:04,  2.94s/it]
  close:  70%|██████▉   | 428/612 [04:12<09:06,  2.97s/it]
                                                          

  close:  70%|██████▉   | 428/612 [04:15<09:06,  2.97s/it]
  close:  70%|███████   | 429/612 [04:15<09:02,  2.97s/it]
                                                          

  close:  70%|███████   | 429/612 [04:18<09:02,  2.97s/it]
  close:  70%|███████   | 430/612 [04:18<09:00,  2.97s/it]
                                                          

  close:  70%|███████   | 430/612 [04:21<09:00,  2.97s/it]
  close:  70%|███████   | 431/612 [04:21<09:00,  2.99s/it]
                                                          

  close:  70%|███████   | 431/612 [04:24<09:00,  2.99s/it]
  close:  71%|███████   | 432/612 [04:24<08:58,  2.99s/it]
                                                          

  close:  71%|███████   | 432/612 [04:27<08:58,  2.99s/it]
  close:  71%|███████   | 433/612 [04:27<08:55,  2.99s/it]
                                                          

  close:  71%|███████   | 433/612 [04:30<08:55,  2.99s/it]
  close:  71%|███████   | 434/612 [04:30<08:54,  3.00s/it]
                                                          

  close:  71%|███████   | 434/612 [04:33<08:54,  3.00s/it]
  close:  71%|███████   | 435/612 [04:33<08:54,  3.02s/it]
                                                          

  close:  71%|███████   | 435/612 [04:36<08:54,  3.02s/it]
  close:  71%|███████   | 436/612 [04:36<08:50,  3.02s/it]
                                                          

  close:  71%|███████   | 436/612 [04:39<08:50,  3.02s/it]
  close:  71%|███████▏  | 437/612 [04:39<08:48,  3.02s/it]
                                                          

  close:  71%|███████▏  | 437/612 [04:42<08:48,  3.02s/it]
  close:  72%|███████▏  | 438/612 [04:42<08:43,  3.01s/it]
                                                          

  close:  72%|███████▏  | 438/612 [04:45<08:43,  3.01s/it]
  close:  72%|███████▏  | 439/612 [04:45<08:40,  3.01s/it]
                                                          

  close:  72%|███████▏  | 439/612 [04:48<08:40,  3.01s/it]
  close:  72%|███████▏  | 440/612 [04:48<08:35,  3.00s/it]
                                                          

  close:  72%|███████▏  | 440/612 [04:51<08:35,  3.00s/it]
  close:  72%|███████▏  | 441/612 [04:51<08:27,  2.97s/it]
                                                          

  close:  72%|███████▏  | 441/612 [04:55<08:27,  2.97s/it]
  close:  72%|███████▏  | 442/612 [04:55<09:09,  3.23s/it]
                                                          

  close:  72%|███████▏  | 442/612 [04:59<09:09,  3.23s/it]
  close:  72%|███████▏  | 443/612 [04:59<09:38,  3.43s/it]
                                                          

  close:  72%|███████▏  | 443/612 [05:03<09:38,  3.43s/it]
  close:  73%|███████▎  | 444/612 [05:03<09:57,  3.56s/it]
                                                          

  close:  73%|███████▎  | 444/612 [05:07<09:57,  3.56s/it]
  close:  73%|███████▎  | 445/612 [05:07<10:09,  3.65s/it]
                                                          

  close:  73%|███████▎  | 445/612 [05:08<10:09,  3.65s/it]
  close:  73%|███████▎  | 446/612 [05:08<07:49,  2.83s/it]
                                                          

  close:  73%|███████▎  | 446/612 [05:11<07:49,  2.83s/it]
  close:  73%|███████▎  | 447/612 [05:11<08:21,  3.04s/it]
                                                          

  close:  73%|███████▎  | 447/612 [05:15<08:21,  3.04s/it]
  close:  73%|███████▎  | 448/612 [05:15<08:59,  3.29s/it]
                                                          

  close:  73%|███████▎  | 448/612 [05:19<08:59,  3.29s/it]
  close:  73%|███████▎  | 449/612 [05:19<09:25,  3.47s/it]
                                                          

  close:  73%|███████▎  | 449/612 [05:23<09:25,  3.47s/it]
  close:  74%|███████▎  | 450/612 [05:23<09:42,  3.59s/it]
                                                          

  close:  74%|███████▎  | 450/612 [05:27<09:42,  3.59s/it]
  close:  74%|███████▎  | 451/612 [05:27<09:52,  3.68s/it]
                                                          

  close:  74%|███████▎  | 451/612 [05:28<09:52,  3.68s/it]
  close:  74%|███████▍  | 452/612 [05:28<07:36,  2.85s/it]
                                                          

  close:  74%|███████▍  | 452/612 [05:32<07:36,  2.85s/it]
  close:  74%|███████▍  | 453/612 [05:32<08:20,  3.15s/it]
                                                          

  close:  74%|███████▍  | 453/612 [05:35<08:20,  3.15s/it]
  close:  74%|███████▍  | 454/612 [05:35<08:51,  3.37s/it]
                                                          

  close:  74%|███████▍  | 454/612 [05:39<08:51,  3.37s/it]
  close:  74%|███████▍  | 455/612 [05:39<09:12,  3.52s/it]
                                                          

  close:  74%|███████▍  | 455/612 [05:43<09:12,  3.52s/it]
  close:  75%|███████▍  | 456/612 [05:43<09:26,  3.63s/it]
                                                          

  close:  75%|███████▍  | 456/612 [05:47<09:26,  3.63s/it]
  close:  75%|███████▍  | 457/612 [05:47<09:34,  3.71s/it]
                                                          

  close:  75%|███████▍  | 457/612 [05:51<09:34,  3.71s/it]
  close:  75%|███████▍  | 458/612 [05:51<09:38,  3.76s/it]
                                                          

  close:  75%|███████▍  | 458/612 [05:55<09:38,  3.76s/it]
  close:  75%|███████▌  | 459/612 [05:55<09:40,  3.79s/it]
                                                          

  close:  75%|███████▌  | 459/612 [05:59<09:40,  3.79s/it]
  close:  75%|███████▌  | 460/612 [05:59<09:40,  3.82s/it]
                                                          

  close:  75%|███████▌  | 460/612 [06:03<09:40,  3.82s/it]
  close:  75%|███████▌  | 461/612 [06:03<09:39,  3.84s/it]
                                                          

  close:  75%|███████▌  | 461/612 [06:06<09:39,  3.84s/it]
  close:  75%|███████▌  | 462/612 [06:06<09:37,  3.85s/it]
                                                          

  close:  75%|███████▌  | 462/612 [06:10<09:37,  3.85s/it]
  close:  76%|███████▌  | 463/612 [06:10<09:34,  3.86s/it]
                                                          

  close:  76%|███████▌  | 463/612 [06:14<09:34,  3.86s/it]
  close:  76%|███████▌  | 464/612 [06:14<09:32,  3.87s/it]
                                                          

  close:  76%|███████▌  | 464/612 [06:18<09:32,  3.87s/it]
  close:  76%|███████▌  | 465/612 [06:18<09:28,  3.87s/it]
                                                          

  close:  76%|███████▌  | 465/612 [06:22<09:28,  3.87s/it]
  close:  76%|███████▌  | 466/612 [06:22<09:26,  3.88s/it]
                                                          

  close:  76%|███████▌  | 466/612 [06:26<09:26,  3.88s/it]
  close:  76%|███████▋  | 467/612 [06:26<09:21,  3.87s/it]
                                                          

  close:  76%|███████▋  | 467/612 [06:30<09:21,  3.87s/it]
  close:  76%|███████▋  | 468/612 [06:30<09:18,  3.88s/it]
                                                          

  close:  76%|███████▋  | 468/612 [06:34<09:18,  3.88s/it]
  close:  77%|███████▋  | 469/612 [06:34<09:14,  3.88s/it]
                                                          

  close:  77%|███████▋  | 469/612 [06:37<09:14,  3.88s/it]
  close:  77%|███████▋  | 470/612 [06:37<09:10,  3.88s/it]
                                                          

  close:  77%|███████▋  | 470/612 [06:41<09:10,  3.88s/it]
  close:  77%|███████▋  | 471/612 [06:41<09:06,  3.88s/it]
                                                          
    [X] #1815   expected=close    | predicted="far"
+    [X] #1816   expected=close    | predicted="far"
+    [X] #1817   expected=close    | predicted="far"
+    [X] #1823   expected=close    | predicted="far"
+    [X] #1824   expected=close    | predicted="far"
+    [X] #1825   expected=close    | predicted="far"
+    [X] #1833   expected=close    | predicted="far"
+    [X] #1843   expected=close    | predicted="far"
+    [X] #1844   expected=close    | predicted="far"
+    [X] #1860   expected=close    | predicted="far"
+    [X] #1865   expected=close    | predicted="far"
+    [X] #1871   expected=close    | predicted="far"
+    [X] #1872   expected=close    | predicted="far"
+    [X] #1879   expected=close    | predicted="far"
+    [X] #1881   expected=close    | predicted="far"
+    [X] #1887   expected=close    | predicted="far"
+    [X] #1890   expected=close    | predicted="far"
+    [X] #1898   expected=close    | predicted="far"
+    [X] #1900   expected=close    | predicted="far"
+    [X] #1901   expected=close    | predicted="far"
+    [X] #1902   expected=close    | predicted="far"
+    [X] #1914   expected=close    | predicted="far"
+    [X] #1927   expected=close    | predicted="far"
+    [X] #1935   expected=close    | predicted="far"
+    [X] #1944   expected=close    | predicted="far"
+    [X] #1949   expected=close    | predicted="far"
+    [X] #1951   expected=close    | predicted="far"
+    [X] #1963   expected=close    | predicted="far"
+    [X] #1979   expected=close    | predicted="far"
+    [X] #1980   expected=close    | predicted="far"
+    [X] #1984   expected=close    | predicted="far"
+    [X] #1994   expected=close    | predicted="far"
+    [X] #2004   expected=close    | predicted="far"
+    [X] #2005   expected=close    | predicted="far"
+    [X] #2006   expected=close    | predicted="far"
+    [X] #2009   expected=close    | predicted="far"
+    [X] #2012   expected=close    | predicted="far"
+    [X] #2015   expected=close    | predicted="far"
+    [X] #2022   expected=close    | predicted="far"
+    [X] #2031   expected=close    | predicted="far"
+    [X] #2056   expected=close    | predicted="far"
+    [X] #2060   expected=close    | predicted="far"
+    [X] #2062   expected=close    | predicted="far"
+    [X] #2069   expected=close    | predicted="far"
+    [X] #2073   expected=close    | predicted="far"
+    [X] #2079   expected=close    | predicted="far"
+    [X] #2082   expected=close    | predicted="far"
+    [X] #2085   expected=close    | predicted="far"
+    [X] #2095   expected=close    | predicted="far"
+    [X] #2096   expected=close    | predicted="far"
+    [X] #2108   expected=close    | predicted="far"
+    [X] #2110   expected=close    | predicted="far"
+    [X] #2111   expected=close    | predicted="far"
+    [X] #2138   expected=close    | predicted="far"
+    [X] #2148   expected=close    | predicted="far"
+    [X] #2155   expected=close    | predicted="far"
+    [X] #2170   expected=close    | predicted="far"
+    [X] #2175   expected=close    | predicted="far"
+    [X] #2183   expected=close    | predicted="far"
+    [X] #2184   expected=close    | predicted="far"
+    [X] #2186   expected=close    | predicted="far"
+    [X] #2193   expected=close    | predicted="far"
+    [X] #2194   expected=close    | predicted="far"
+    [X] #2203   expected=close    | predicted="far"
+    [X] #2235   expected=close    | predicted="far"
+    [X] #2249   expected=close    | predicted="far"
+    [X] #2262   expected=close    | predicted="far"
+    [X] #2271   expected=close    | predicted="far"
+    [X] #2276   expected=close    | predicted="far"
+    [X] #2284   expected=close    | predicted="far"
+    [X] #2295   expected=close    | predicted="far"
+    [X] #2296   expected=close    | predicted="far"
+    [X] #2314   expected=close    | predicted="far"
+    [X] #2315   expected=close    | predicted="far"
+    [X] #2321   expected=close    | predicted="far"
+    [X] #2329   expected=close    | predicted="far"
+    [X] #2332   expected=close    | predicted="far"
+    [X] #2335   expected=close    | predicted="far"
+    [X] #2338   expected=close    | predicted="far"
+    [X] #2345   expected=close    | predicted="far"
+    [X] #2350   expected=close    | predicted="far"
+    [X] #2351   expected=close    | predicted="far"
+    [X] #2371   expected=close    | predicted="far"
+    [X] #2374   expected=close    | predicted="far"
+    [X] #2375   expected=close    | predicted="far"
+    [X] #2385   expected=close    | predicted="far"
+    [X] #2393   expected=close    | predicted="far"
+    [X] #2397   expected=close    | predicted="far"
+    [X] #2403   expected=close    | predicted="far"
+    [X] #2411   expected=close    | predicted="far"
+    [X] #2414   expected=close    | predicted="far"
+    [X] #2419   expected=close    | predicted="far"
+    [X] #2420   expected=close    | predicted="far"
+    [X] #2421   expected=close    | predicted="far"
+    [X] #2422   expected=close    | predicted="far"
+    [X] #2427   expected=close    | predicted="far"
+    [X] #2429   expected=close    | predicted="far"
+    [X] #2439   expected=close    | predicted="far"
+    [X] #2441   expected=close    | predicted="far"
+    [X] #2455   expected=close    | predicted="far"
+    [X] #2456   expected=close    | predicted="far"
+    [X] #2460   expected=close    | predicted="far"
+    [X] #2465   expected=close    | predicted="far"
+    [X] #2484   expected=close    | predicted="far"
+    [X] #2487   expected=close    | predicted="far"
+    [X] #2490   expected=close    | predicted="far"
+    [X] #2494   expected=close    | predicted="far"
+    [X] #2495   expected=close    | predicted="far"
+    [X] #2497   expected=close    | predicted="far"
+    [X] #2504   expected=close    | predicted="far"
+    [X] #2508   expected=close    | predicted="far"
+    [X] #2513   expected=close    | predicted="far"
+    [X] #2514   expected=close    | predicted="far"
+    [X] #2517   expected=close    | predicted="far"
+    [X] #2522   expected=close    | predicted="far"
+    [X] #2524   expected=close    | predicted="far"
+    [X] #2535   expected=close    | predicted="far"
+    [X] #2536   expected=close    | predicted="far"
+    [X] #2550   expected=close    | predicted="far"
+    [X] #2555   expected=close    | predicted="far"
+    [X] #2559   expected=close    | predicted="far"
+    [X] #2562   expected=close    | predicted="far"
+    [X] #2571   expected=close    | predicted="far"
+    [X] #2574   expected=close    | predicted="far"
+    [X] #2576   expected=close    | predicted="far"
+    [X] #2582   expected=close    | predicted="far"
+    [X] #2584   expected=close    | predicted="far"
+    [X] #2585   expected=close    | predicted="far"
+    [X] #2618   expected=close    | predicted="far"
+    [X] #2623   expected=close    | predicted="far"
+    [X] #2630   expected=close    | predicted="far"
+    [X] #2634   expected=close    | predicted="far"
+    [X] #2648   expected=close    | predicted="far"
+    [X] #2655   expected=close    | predicted="far"
+    [X] #2657   expected=close    | predicted="far"
+    [X] #2659   expected=close    | predicted="far"
+    [X] #2663   expected=close    | predicted="far"
+    [X] #2666   expected=close    | predicted="far"
+    [X] #2667   expected=close    | predicted="far"
+    [X] #2669   expected=close    | predicted="far"
+    [X] #2672   expected=close    | predicted="far"
+    [X] #2684   expected=close    | predicted="far"
+    [X] #2698   expected=close    | predicted="far"
+    [X] #2707   expected=close    | predicted="far"
+    [X] #2711   expected=close    | predicted="far"
+    [X] #2713   expected=close    | predicted="far"
+    [X] #2716   expected=close    | predicted="far"
+    [X] #2727   expected=close    | predicted="far"
+    [X] #2741   expected=close    | predicted="far"
+    [X] #2750   expected=close    | predicted="far"
+    [X] #2752   expected=close    | predicted="far"
+    [X] #2756   expected=close    | predicted="far"
+    [X] #2759   expected=close    | predicted="far"
+    [X] #2760   expected=close    | predicted="far"
+    [X] #2763   expected=close    | predicted="far"
+    [X] #2764   expected=close    | predicted="far"
+    [X] #2774   expected=close    | predicted="far"
+
  close:  77%|███████▋  | 471/612 [06:45<09:06,  3.88s/it]
  close:  77%|███████▋  | 472/612 [06:45<09:02,  3.88s/it]
                                                          

  close:  77%|███████▋  | 472/612 [06:49<09:02,  3.88s/it]
  close:  77%|███████▋  | 473/612 [06:49<08:59,  3.88s/it]
                                                          

  close:  77%|███████▋  | 473/612 [06:50<08:59,  3.88s/it]
  close:  77%|███████▋  | 474/612 [06:50<06:52,  2.99s/it]
                                                          

  close:  77%|███████▋  | 474/612 [06:54<06:52,  2.99s/it]
  close:  78%|███████▊  | 475/612 [06:54<07:26,  3.26s/it]
                                                          

  close:  78%|███████▊  | 475/612 [06:57<07:26,  3.26s/it]
  close:  78%|███████▊  | 476/612 [06:57<07:35,  3.35s/it]
                                                          

  close:  78%|███████▊  | 476/612 [07:01<07:35,  3.35s/it]
  close:  78%|███████▊  | 477/612 [07:01<07:53,  3.51s/it]
                                                          

  close:  78%|███████▊  | 477/612 [07:05<07:53,  3.51s/it]
  close:  78%|███████▊  | 478/612 [07:05<08:04,  3.62s/it]
                                                          

  close:  78%|███████▊  | 478/612 [07:09<08:04,  3.62s/it]
  close:  78%|███████▊  | 479/612 [07:09<08:11,  3.70s/it]
                                                          

  close:  78%|███████▊  | 479/612 [07:13<08:11,  3.70s/it]
  close:  78%|███████▊  | 480/612 [07:13<08:15,  3.75s/it]
                                                          

  close:  78%|███████▊  | 480/612 [07:17<08:15,  3.75s/it]
  close:  79%|███████▊  | 481/612 [07:17<08:05,  3.71s/it]
                                                          

  close:  79%|███████▊  | 481/612 [07:20<08:05,  3.71s/it]
  close:  79%|███████▉  | 482/612 [07:20<08:09,  3.76s/it]
                                                          

  close:  79%|███████▉  | 482/612 [07:21<08:09,  3.76s/it]
  close:  79%|███████▉  | 483/612 [07:21<06:14,  2.90s/it]
                                                          

  close:  79%|███████▉  | 483/612 [07:25<06:14,  2.90s/it]
  close:  79%|███████▉  | 484/612 [07:25<06:48,  3.19s/it]
                                                          

  close:  79%|███████▉  | 484/612 [07:26<06:48,  3.19s/it]
  close:  79%|███████▉  | 485/612 [07:26<05:18,  2.51s/it]
                                                          

  close:  79%|███████▉  | 485/612 [07:30<05:18,  2.51s/it]
  close:  79%|███████▉  | 486/612 [07:30<06:07,  2.92s/it]
                                                          

  close:  79%|███████▉  | 486/612 [07:34<06:07,  2.92s/it]
  close:  80%|███████▉  | 487/612 [07:34<06:40,  3.20s/it]
                                                          

  close:  80%|███████▉  | 487/612 [07:38<06:40,  3.20s/it]
  close:  80%|███████▉  | 488/612 [07:38<07:01,  3.40s/it]
                                                          

  close:  80%|███████▉  | 488/612 [07:42<07:01,  3.40s/it]
  close:  80%|███████▉  | 489/612 [07:42<07:13,  3.53s/it]
                                                          

  close:  80%|███████▉  | 489/612 [07:45<07:13,  3.53s/it]
  close:  80%|████████  | 490/612 [07:45<07:21,  3.62s/it]
                                                          

  close:  80%|████████  | 490/612 [07:49<07:21,  3.62s/it]
  close:  80%|████████  | 491/612 [07:49<07:25,  3.68s/it]
                                                          

  close:  80%|████████  | 491/612 [07:53<07:25,  3.68s/it]
  close:  80%|████████  | 492/612 [07:53<07:28,  3.74s/it]
                                                          

  close:  80%|████████  | 492/612 [07:57<07:28,  3.74s/it]
  close:  81%|████████  | 493/612 [07:57<07:29,  3.78s/it]
                                                          

  close:  81%|████████  | 493/612 [08:01<07:29,  3.78s/it]
  close:  81%|████████  | 494/612 [08:01<07:29,  3.81s/it]
                                                          

  close:  81%|████████  | 494/612 [08:05<07:29,  3.81s/it]
  close:  81%|████████  | 495/612 [08:05<07:28,  3.83s/it]
                                                          

  close:  81%|████████  | 495/612 [08:09<07:28,  3.83s/it]
  close:  81%|████████  | 496/612 [08:09<07:24,  3.83s/it]
                                                          

  close:  81%|████████  | 496/612 [08:13<07:24,  3.83s/it]
  close:  81%|████████  | 497/612 [08:13<07:23,  3.85s/it]
                                                          

  close:  81%|████████  | 497/612 [08:16<07:23,  3.85s/it]
  close:  81%|████████▏ | 498/612 [08:16<07:20,  3.86s/it]
                                                          

  close:  81%|████████▏ | 498/612 [08:20<07:20,  3.86s/it]
  close:  82%|████████▏ | 499/612 [08:20<07:15,  3.86s/it]
                                                          

  close:  82%|████████▏ | 499/612 [08:24<07:15,  3.86s/it]
  close:  82%|████████▏ | 500/612 [08:24<07:13,  3.87s/it]
                                                          

  close:  82%|████████▏ | 500/612 [08:28<07:13,  3.87s/it]
  close:  82%|████████▏ | 501/612 [08:28<07:09,  3.87s/it]
                                                          

  close:  82%|████████▏ | 501/612 [08:32<07:09,  3.87s/it]
  close:  82%|████████▏ | 502/612 [08:32<07:06,  3.88s/it]
                                                          

  close:  82%|████████▏ | 502/612 [08:36<07:06,  3.88s/it]
  close:  82%|████████▏ | 503/612 [08:36<07:02,  3.88s/it]
                                                          

  close:  82%|████████▏ | 503/612 [08:39<07:02,  3.88s/it]
  close:  82%|████████▏ | 504/612 [08:39<06:49,  3.80s/it]
                                                          

  close:  82%|████████▏ | 504/612 [08:43<06:49,  3.80s/it]
  close:  83%|████████▎ | 505/612 [08:43<06:48,  3.82s/it]
                                                          

  close:  83%|████████▎ | 505/612 [08:47<06:48,  3.82s/it]
  close:  83%|████████▎ | 506/612 [08:47<06:47,  3.84s/it]
                                                          

  close:  83%|████████▎ | 506/612 [08:51<06:47,  3.84s/it]
  close:  83%|████████▎ | 507/612 [08:51<06:44,  3.85s/it]
                                                          

  close:  83%|████████▎ | 507/612 [08:55<06:44,  3.85s/it]
  close:  83%|████████▎ | 508/612 [08:55<06:41,  3.86s/it]
                                                          

  close:  83%|████████▎ | 508/612 [08:59<06:41,  3.86s/it]
  close:  83%|████████▎ | 509/612 [08:59<06:38,  3.87s/it]
                                                          

  close:  83%|████████▎ | 509/612 [09:03<06:38,  3.87s/it]
  close:  83%|████████▎ | 510/612 [09:03<06:34,  3.87s/it]
                                                          

  close:  83%|████████▎ | 510/612 [09:07<06:34,  3.87s/it]
  close:  83%|████████▎ | 511/612 [09:07<06:31,  3.87s/it]
                                                          

  close:  83%|████████▎ | 511/612 [09:10<06:31,  3.87s/it]
  close:  84%|████████▎ | 512/612 [09:10<06:22,  3.83s/it]
                                                          

  close:  84%|████████▎ | 512/612 [09:14<06:22,  3.83s/it]
  close:  84%|████████▍ | 513/612 [09:14<06:23,  3.87s/it]
                                                          

  close:  84%|████████▍ | 513/612 [09:18<06:23,  3.87s/it]
  close:  84%|████████▍ | 514/612 [09:18<06:17,  3.85s/it]
                                                          

  close:  84%|████████▍ | 514/612 [09:22<06:17,  3.85s/it]
  close:  84%|████████▍ | 515/612 [09:22<06:12,  3.84s/it]
                                                          

  close:  84%|████████▍ | 515/612 [09:26<06:12,  3.84s/it]
  close:  84%|████████▍ | 516/612 [09:26<06:09,  3.85s/it]
                                                          

  close:  84%|████████▍ | 516/612 [09:30<06:09,  3.85s/it]
  close:  84%|████████▍ | 517/612 [09:30<06:06,  3.86s/it]
                                                          

  close:  84%|████████▍ | 517/612 [09:33<06:06,  3.86s/it]
  close:  85%|████████▍ | 518/612 [09:33<06:03,  3.87s/it]
                                                          

  close:  85%|████████▍ | 518/612 [09:37<06:03,  3.87s/it]
  close:  85%|████████▍ | 519/612 [09:37<05:59,  3.87s/it]
                                                          

  close:  85%|████████▍ | 519/612 [09:38<05:59,  3.87s/it]
  close:  85%|████████▍ | 520/612 [09:38<04:29,  2.93s/it]
                                                          

  close:  85%|████████▍ | 520/612 [09:42<04:29,  2.93s/it]
  close:  85%|████████▌ | 521/612 [09:42<04:53,  3.23s/it]
                                                          

  close:  85%|████████▌ | 521/612 [09:46<04:53,  3.23s/it]
  close:  85%|████████▌ | 522/612 [09:46<05:08,  3.43s/it]
                                                          

  close:  85%|████████▌ | 522/612 [09:50<05:08,  3.43s/it]
  close:  85%|████████▌ | 523/612 [09:50<05:17,  3.57s/it]
                                                          

  close:  85%|████████▌ | 523/612 [09:54<05:17,  3.57s/it]
  close:  86%|████████▌ | 524/612 [09:54<05:21,  3.66s/it]
                                                          

  close:  86%|████████▌ | 524/612 [09:58<05:21,  3.66s/it]
  close:  86%|████████▌ | 525/612 [09:58<05:23,  3.72s/it]
                                                          

  close:  86%|████████▌ | 525/612 [10:01<05:23,  3.72s/it]
  close:  86%|████████▌ | 526/612 [10:01<05:23,  3.76s/it]
                                                          

  close:  86%|████████▌ | 526/612 [10:05<05:23,  3.76s/it]
  close:  86%|████████▌ | 527/612 [10:05<05:22,  3.80s/it]
                                                          

  close:  86%|████████▌ | 527/612 [10:09<05:22,  3.80s/it]
  close:  86%|████████▋ | 528/612 [10:09<05:21,  3.83s/it]
                                                          

  close:  86%|████████▋ | 528/612 [10:13<05:21,  3.83s/it]
  close:  86%|████████▋ | 529/612 [10:13<05:18,  3.83s/it]
                                                          

  close:  86%|████████▋ | 529/612 [10:17<05:18,  3.83s/it]
  close:  87%|████████▋ | 530/612 [10:17<05:15,  3.85s/it]
                                                          

  close:  87%|████████▋ | 530/612 [10:21<05:15,  3.85s/it]
  close:  87%|████████▋ | 531/612 [10:21<05:12,  3.86s/it]
                                                          

  close:  87%|████████▋ | 531/612 [10:25<05:12,  3.86s/it]
  close:  87%|████████▋ | 532/612 [10:25<05:09,  3.87s/it]
                                                          

  close:  87%|████████▋ | 532/612 [10:29<05:09,  3.87s/it]
  close:  87%|████████▋ | 533/612 [10:29<05:05,  3.87s/it]
                                                          

  close:  87%|████████▋ | 533/612 [10:32<05:05,  3.87s/it]
  close:  87%|████████▋ | 534/612 [10:32<05:02,  3.87s/it]
                                                          

  close:  87%|████████▋ | 534/612 [10:36<05:02,  3.87s/it]
  close:  87%|████████▋ | 535/612 [10:36<04:58,  3.88s/it]
                                                          

  close:  87%|████████▋ | 535/612 [10:40<04:58,  3.88s/it]
  close:  88%|████████▊ | 536/612 [10:40<04:54,  3.88s/it]
                                                          

  close:  88%|████████▊ | 536/612 [10:44<04:54,  3.88s/it]
  close:  88%|████████▊ | 537/612 [10:44<04:50,  3.88s/it]
                                                          

  close:  88%|████████▊ | 537/612 [10:48<04:50,  3.88s/it]
  close:  88%|████████▊ | 538/612 [10:48<04:47,  3.88s/it]
                                                          

  close:  88%|████████▊ | 538/612 [10:52<04:47,  3.88s/it]
  close:  88%|████████▊ | 539/612 [10:52<04:43,  3.88s/it]
                                                          

  close:  88%|████████▊ | 539/612 [10:56<04:43,  3.88s/it]
  close:  88%|████████▊ | 540/612 [10:56<04:39,  3.88s/it]
                                                          

  close:  88%|████████▊ | 540/612 [11:00<04:39,  3.88s/it]
  close:  88%|████████▊ | 541/612 [11:00<04:35,  3.88s/it]
                                                          

  close:  88%|████████▊ | 541/612 [11:03<04:35,  3.88s/it]
  close:  89%|████████▊ | 542/612 [11:03<04:31,  3.88s/it]
                                                          

  close:  89%|████████▊ | 542/612 [11:07<04:31,  3.88s/it]
  close:  89%|████████▊ | 543/612 [11:07<04:27,  3.88s/it]
                                                          

  close:  89%|████████▊ | 543/612 [11:11<04:27,  3.88s/it]
  close:  89%|████████▉ | 544/612 [11:11<04:23,  3.88s/it]
                                                          

  close:  89%|████████▉ | 544/612 [11:15<04:23,  3.88s/it]
  close:  89%|████████▉ | 545/612 [11:15<04:19,  3.88s/it]
                                                          

  close:  89%|████████▉ | 545/612 [11:19<04:19,  3.88s/it]
  close:  89%|████████▉ | 546/612 [11:19<04:16,  3.88s/it]
                                                          

  close:  89%|████████▉ | 546/612 [11:23<04:16,  3.88s/it]
  close:  89%|████████▉ | 547/612 [11:23<04:12,  3.88s/it]
                                                          

  close:  89%|████████▉ | 547/612 [11:27<04:12,  3.88s/it]
  close:  90%|████████▉ | 548/612 [11:27<04:09,  3.91s/it]
                                                          

  close:  90%|████████▉ | 548/612 [11:31<04:09,  3.91s/it]
  close:  90%|████████▉ | 549/612 [11:31<04:03,  3.87s/it]
                                                          

  close:  90%|████████▉ | 549/612 [11:34<04:03,  3.87s/it]
  close:  90%|████████▉ | 550/612 [11:34<03:58,  3.85s/it]
                                                          

  close:  90%|████████▉ | 550/612 [11:38<03:58,  3.85s/it]
  close:  90%|█████████ | 551/612 [11:38<03:55,  3.86s/it]
                                                          

  close:  90%|█████████ | 551/612 [11:42<03:55,  3.86s/it]
  close:  90%|█████████ | 552/612 [11:42<03:52,  3.87s/it]
                                                          

  close:  90%|█████████ | 552/612 [11:46<03:52,  3.87s/it]
  close:  90%|█████████ | 553/612 [11:46<03:48,  3.87s/it]
                                                          

  close:  90%|█████████ | 553/612 [11:50<03:48,  3.87s/it]
  close:  91%|█████████ | 554/612 [11:50<03:44,  3.87s/it]
                                                          

  close:  91%|█████████ | 554/612 [11:54<03:44,  3.87s/it]
  close:  91%|█████████ | 555/612 [11:54<03:40,  3.87s/it]
                                                          

  close:  91%|█████████ | 555/612 [11:58<03:40,  3.87s/it]
  close:  91%|█████████ | 556/612 [11:58<03:37,  3.88s/it]
                                                          

  close:  91%|█████████ | 556/612 [12:02<03:37,  3.88s/it]
  close:  91%|█████████ | 557/612 [12:02<03:33,  3.88s/it]
                                                          

  close:  91%|█████████ | 557/612 [12:05<03:33,  3.88s/it]
  close:  91%|█████████ | 558/612 [12:05<03:29,  3.88s/it]
                                                          

  close:  91%|█████████ | 558/612 [12:09<03:29,  3.88s/it]
  close:  91%|█████████▏| 559/612 [12:09<03:25,  3.88s/it]
                                                          

  close:  91%|█████████▏| 559/612 [12:13<03:25,  3.88s/it]
  close:  92%|█████████▏| 560/612 [12:13<03:21,  3.88s/it]
                                                          

  close:  92%|█████████▏| 560/612 [12:17<03:21,  3.88s/it]
  close:  92%|█████████▏| 561/612 [12:17<03:17,  3.88s/it]
                                                          

  close:  92%|█████████▏| 561/612 [12:21<03:17,  3.88s/it]
  close:  92%|█████████▏| 562/612 [12:21<03:14,  3.88s/it]
                                                          

  close:  92%|█████████▏| 562/612 [12:25<03:14,  3.88s/it]
  close:  92%|█████████▏| 563/612 [12:25<03:10,  3.88s/it]
                                                          

  close:  92%|█████████▏| 563/612 [12:26<03:10,  3.88s/it]
  close:  92%|█████████▏| 564/612 [12:26<02:20,  2.93s/it]
                                                          

  close:  92%|█████████▏| 564/612 [12:30<02:20,  2.93s/it]
  close:  92%|█████████▏| 565/612 [12:30<02:31,  3.23s/it]
                                                          

  close:  92%|█████████▏| 565/612 [12:33<02:31,  3.23s/it]
  close:  92%|█████████▏| 566/612 [12:33<02:37,  3.43s/it]
                                                          

  close:  92%|█████████▏| 566/612 [12:37<02:37,  3.43s/it]
  close:  93%|█████████▎| 567/612 [12:37<02:40,  3.57s/it]
                                                          

  close:  93%|█████████▎| 567/612 [12:41<02:40,  3.57s/it]
  close:  93%|█████████▎| 568/612 [12:41<02:41,  3.67s/it]
                                                          

  close:  93%|█████████▎| 568/612 [12:45<02:41,  3.67s/it]
  close:  93%|█████████▎| 569/612 [12:45<02:40,  3.73s/it]
                                                          

  close:  93%|█████████▎| 569/612 [12:46<02:40,  3.73s/it]
  close:  93%|█████████▎| 570/612 [12:46<02:01,  2.89s/it]
                                                          

  close:  93%|█████████▎| 570/612 [12:50<02:01,  2.89s/it]
  close:  93%|█████████▎| 571/612 [12:50<02:10,  3.17s/it]
                                                          

  close:  93%|█████████▎| 571/612 [12:54<02:10,  3.17s/it]
  close:  93%|█████████▎| 572/612 [12:54<02:14,  3.37s/it]
                                                          

  close:  93%|█████████▎| 572/612 [12:58<02:14,  3.37s/it]
  close:  94%|█████████▎| 573/612 [12:58<02:17,  3.52s/it]
                                                          

  close:  94%|█████████▎| 573/612 [13:01<02:17,  3.52s/it]
  close:  94%|█████████▍| 574/612 [13:01<02:17,  3.63s/it]
                                                          

  close:  94%|█████████▍| 574/612 [13:05<02:17,  3.63s/it]
  close:  94%|█████████▍| 575/612 [13:05<02:17,  3.70s/it]
                                                          

  close:  94%|█████████▍| 575/612 [13:09<02:17,  3.70s/it]
  close:  94%|█████████▍| 576/612 [13:09<02:15,  3.75s/it]
                                                          

  close:  94%|█████████▍| 576/612 [13:13<02:15,  3.75s/it]
  close:  94%|█████████▍| 577/612 [13:13<02:12,  3.79s/it]
                                                          

  close:  94%|█████████▍| 577/612 [13:17<02:12,  3.79s/it]
  close:  94%|█████████▍| 578/612 [13:17<02:09,  3.82s/it]
                                                          

  close:  94%|█████████▍| 578/612 [13:18<02:09,  3.82s/it]
  close:  95%|█████████▍| 579/612 [13:18<01:37,  2.95s/it]
                                                          

  close:  95%|█████████▍| 579/612 [13:22<01:37,  2.95s/it]
  close:  95%|█████████▍| 580/612 [13:22<01:42,  3.21s/it]
                                                          

  close:  95%|█████████▍| 580/612 [13:26<01:42,  3.21s/it]
  close:  95%|█████████▍| 581/612 [13:26<01:45,  3.40s/it]
                                                          

  close:  95%|█████████▍| 581/612 [13:29<01:45,  3.40s/it]
  close:  95%|█████████▌| 582/612 [13:29<01:45,  3.52s/it]
                                                          

  close:  95%|█████████▌| 582/612 [13:33<01:45,  3.52s/it]
  close:  95%|█████████▌| 583/612 [13:33<01:45,  3.62s/it]
                                                          

  close:  95%|█████████▌| 583/612 [13:37<01:45,  3.62s/it]
  close:  95%|█████████▌| 584/612 [13:37<01:43,  3.70s/it]
                                                          

  close:  95%|█████████▌| 584/612 [13:41<01:43,  3.70s/it]
  close:  96%|█████████▌| 585/612 [13:41<01:41,  3.76s/it]
                                                          

  close:  96%|█████████▌| 585/612 [13:45<01:41,  3.76s/it]
  close:  96%|█████████▌| 586/612 [13:45<01:38,  3.79s/it]
                                                          

  close:  96%|█████████▌| 586/612 [13:49<01:38,  3.79s/it]
  close:  96%|█████████▌| 587/612 [13:49<01:35,  3.82s/it]
                                                          

  close:  96%|█████████▌| 587/612 [13:53<01:35,  3.82s/it]
  close:  96%|█████████▌| 588/612 [13:53<01:32,  3.83s/it]
                                                          

  close:  96%|█████████▌| 588/612 [13:56<01:32,  3.83s/it]
  close:  96%|█████████▌| 589/612 [13:56<01:28,  3.85s/it]
                                                          

  close:  96%|█████████▌| 589/612 [14:00<01:28,  3.85s/it]
  close:  96%|█████████▋| 590/612 [14:00<01:24,  3.86s/it]
                                                          

  close:  96%|█████████▋| 590/612 [14:04<01:24,  3.86s/it]
  close:  97%|█████████▋| 591/612 [14:04<01:21,  3.87s/it]
                                                          

  close:  97%|█████████▋| 591/612 [14:08<01:21,  3.87s/it]
  close:  97%|█████████▋| 592/612 [14:08<01:17,  3.87s/it]
                                                          

  close:  97%|█████████▋| 592/612 [14:12<01:17,  3.87s/it]
  close:  97%|█████████▋| 593/612 [14:12<01:13,  3.88s/it]
                                                          

  close:  97%|█████████▋| 593/612 [14:16<01:13,  3.88s/it]
  close:  97%|█████████▋| 594/612 [14:16<01:08,  3.79s/it]
                                                          

  close:  97%|█████████▋| 594/612 [14:19<01:08,  3.79s/it]
  close:  97%|█████████▋| 595/612 [14:19<01:04,  3.82s/it]
                                                          

  close:  97%|█████████▋| 595/612 [14:23<01:04,  3.82s/it]
  close:  97%|█████████▋| 596/612 [14:23<01:01,  3.84s/it]
                                                          

  close:  97%|█████████▋| 596/612 [14:27<01:01,  3.84s/it]
  close:  98%|█████████▊| 597/612 [14:27<00:57,  3.85s/it]
                                                          

  close:  98%|█████████▊| 597/612 [14:31<00:57,  3.85s/it]
  close:  98%|█████████▊| 598/612 [14:31<00:54,  3.86s/it]
                                                          

  close:  98%|█████████▊| 598/612 [14:35<00:54,  3.86s/it]
  close:  98%|█████████▊| 599/612 [14:35<00:49,  3.81s/it]
                                                          

  close:  98%|█████████▊| 599/612 [14:39<00:49,  3.81s/it]
  close:  98%|█████████▊| 600/612 [14:39<00:46,  3.84s/it]
                                                          

  close:  98%|█████████▊| 600/612 [14:43<00:46,  3.84s/it]
  close:  98%|█████████▊| 601/612 [14:43<00:42,  3.86s/it]
                                                          

  close:  98%|█████████▊| 601/612 [14:47<00:42,  3.86s/it]
  close:  98%|█████████▊| 602/612 [14:47<00:38,  3.87s/it]
                                                          

  close:  98%|█████████▊| 602/612 [14:50<00:38,  3.87s/it]
  close:  99%|█████████▊| 603/612 [14:50<00:34,  3.87s/it]
                                                          

  close:  99%|█████████▊| 603/612 [14:54<00:34,  3.87s/it]
  close:  99%|█████████▊| 604/612 [14:54<00:31,  3.88s/it]
                                                          

  close:  99%|█████████▊| 604/612 [14:58<00:31,  3.88s/it]
  close:  99%|█████████▉| 605/612 [14:58<00:27,  3.88s/it]
                                                          

  close:  99%|█████████▉| 605/612 [15:02<00:27,  3.88s/it]
  close:  99%|█████████▉| 606/612 [15:02<00:23,  3.89s/it]
                                                          

  close:  99%|█████████▉| 606/612 [15:06<00:23,  3.89s/it]
  close:  99%|█████████▉| 607/612 [15:06<00:19,  3.91s/it]
                                                          

  close:  99%|█████████▉| 607/612 [15:10<00:19,  3.91s/it]
  close:  99%|█████████▉| 608/612 [15:10<00:15,  3.87s/it]
                                                          

  close:  99%|█████████▉| 608/612 [15:14<00:15,  3.87s/it]
  close: 100%|█████████▉| 609/612 [15:14<00:11,  3.85s/it]
                                                          

  close: 100%|█████████▉| 609/612 [15:17<00:11,  3.85s/it]
  close: 100%|█████████▉| 610/612 [15:17<00:07,  3.86s/it]
                                                          

  close: 100%|█████████▉| 610/612 [15:21<00:07,  3.86s/it]
  close: 100%|█████████▉| 611/612 [15:21<00:03,  3.87s/it]
                                                          

  close: 100%|█████████▉| 611/612 [15:25<00:03,  3.87s/it]
  close: 100%|██████████| 612/612 [15:25<00:00,  3.87s/it]
  close: 100%|██████████| 612/612 [15:25<00:00,  1.51s/it]
+2026-02-16 06:30:59,604 - INFO -   close: 612/612 extracted | correct=0, incorrect=612, accuracy=0.0%
+2026-02-16 06:30:59,605 - INFO - 
+  === Category Accuracy Summary ===
+2026-02-16 06:30:59,606 - INFO -       left:  530/616  =  86.0%
+2026-02-16 06:30:59,606 - INFO -      right:  590/620  =  95.2%
+2026-02-16 06:30:59,606 - INFO -      above:  596/596  = 100.0%
+2026-02-16 06:30:59,606 - INFO -      under:  121/602  =  20.1%
+2026-02-16 06:30:59,606 - INFO -        far:  594/594  = 100.0%
+2026-02-16 06:30:59,606 - INFO -      close:    0/612  =   0.0%
+2026-02-16 06:30:59,606 - INFO -      TOTAL: 2431/3640 =  66.8%
+2026-02-16 06:30:59,606 - INFO -   ================================
+
+2026-02-16 06:30:59,626 - INFO - Saved 3640 per-sample predictions to /data/shared/Qwen/experiments/correct_filter/results/qwen/accuracy/predictions_800k.csv
+2026-02-16 06:31:00,899 - INFO - Saved 3640 per-sample norms to /data/shared/Qwen/experiments/correct_filter/results/qwen/accuracy/norms_800k.csv
+2026-02-16 06:31:00,907 - INFO - 
+  Accuracy for 800k: 66.8%
+2026-02-16 06:31:00,907 - INFO -     left: 530/616 = 86.0%
+2026-02-16 06:31:00,907 - INFO -     right: 590/620 = 95.2%
+2026-02-16 06:31:00,907 - INFO -     above: 596/596 = 100.0%
+2026-02-16 06:31:00,907 - INFO -     under: 121/602 = 20.1%
+2026-02-16 06:31:00,907 - INFO -     far: 594/594 = 100.0%
+2026-02-16 06:31:00,907 - INFO -     close: 0/612 = 0.0%
+2026-02-16 06:31:00,907 - INFO - 
+--- Phase B: All-samples similarity (all layers) ---
+2026-02-16 06:31:02,041 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/all_samples/heatmap_800k_L0.png
+2026-02-16 06:31:02,719 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/all_samples/heatmap_800k_L8.png
+2026-02-16 06:31:03,388 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/all_samples/heatmap_800k_L17.png
+2026-02-16 06:31:04,076 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/all_samples/heatmap_800k_L26.png
+2026-02-16 06:31:04,770 - INFO - Saved heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/all_samples/heatmap_800k_L35.png
+2026-02-16 06:31:06,126 - INFO - Saved trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/all_samples/trajectory_800k.png
+2026-02-16 06:31:06,127 - INFO - 
+--- Phase C: Balanced sampling ---
+2026-02-16 06:31:06,128 - INFO -   Correct group: 0 samples/category
+2026-02-16 06:31:06,128 - INFO -   Incorrect group: 0 samples/category
+2026-02-16 06:31:06,128 - WARNING -   Skipping correct-only: no correct samples in some category
+2026-02-16 06:31:06,129 - WARNING -   Skipping incorrect-only: no incorrect samples in some category
+2026-02-16 06:31:07,059 - INFO - Saved accuracy chart: /data/shared/Qwen/experiments/correct_filter/results/qwen/accuracy/accuracy_chart.png
+/data/shared/Qwen/experiments/correct_filter/correct_filter_analysis.py:1139: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
+  ax.legend(fontsize=8, loc='best')
+2026-02-16 06:31:07,957 - INFO - Saved ablation summary: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/ablation_summary.png
+2026-02-16 06:31:07,960 - INFO - 
+============================================================
+2026-02-16 06:31:07,960 - INFO - === Analysis Complete ===
+2026-02-16 06:31:07,960 - INFO - Results saved to: /data/shared/Qwen/experiments/correct_filter/results/qwen
+2026-02-16 06:31:07,960 - INFO - ============================================================
+    [X] #2778   expected=close    | predicted="far"
+    [X] #2783   expected=close    | predicted="far"
+    [X] #2789   expected=close    | predicted="far"
+    [X] #2790   expected=close    | predicted="far"
+    [X] #2791   expected=close    | predicted="far"
+    [X] #2793   expected=close    | predicted="far"
+    [X] #2794   expected=close    | predicted="far"
+    [X] #2801   expected=close    | predicted="far"
+    [X] #2803   expected=close    | predicted="far"
+    [X] #2813   expected=close    | predicted="far"
+    [X] #2814   expected=close    | predicted="far"
+    [X] #2815   expected=close    | predicted="far"
+    [X] #2829   expected=close    | predicted="far"
+    [X] #2843   expected=close    | predicted="far"
+    [X] #2847   expected=close    | predicted="far"
+    [X] #2848   expected=close    | predicted="far"
+    [X] #2849   expected=close    | predicted="far"
+    [X] #2851   expected=close    | predicted="far"
+    [X] #2853   expected=close    | predicted="far"
+    [X] #2859   expected=close    | predicted="far"
+    [X] #2866   expected=close    | predicted="far"
+    [X] #2868   expected=close    | predicted="far"
+    [X] #2869   expected=close    | predicted="far"
+    [X] #2870   expected=close    | predicted="far"
+    [X] #2879   expected=close    | predicted="far"
+    [X] #2881   expected=close    | predicted="far"
+    [X] #2882   expected=close    | predicted="far"
+    [X] #2883   expected=close    | predicted="far"
+    [X] #2887   expected=close    | predicted="far"
+    [X] #2896   expected=close    | predicted="far"
+    [X] #2897   expected=close    | predicted="far"
+    [X] #2907   expected=close    | predicted="far"
+    [X] #2912   expected=close    | predicted="far"
+    [X] #2930   expected=close    | predicted="far"
+    [X] #2941   expected=close    | predicted="far"
+    [X] #2964   expected=close    | predicted="far"
+    [X] #2993   expected=close    | predicted="far"
+    [X] #2998   expected=close    | predicted="far"
+    [X] #3000   expected=close    | predicted="far"
+    [X] #3003   expected=close    | predicted="far"
+    [X] #3009   expected=close    | predicted="far"
+    [X] #3010   expected=close    | predicted="far"
+    [X] #3011   expected=close    | predicted="far"
+    [X] #3015   expected=close    | predicted="far"
+    [X] #3021   expected=close    | predicted="far"
+    [X] #3040   expected=close    | predicted="far"
+    [X] #3069   expected=close    | predicted="far"
+    [X] #3073   expected=close    | predicted="far"
+    [X] #3081   expected=close    | predicted="far"
+    [X] #3089   expected=close    | predicted="far"
+    [X] #3096   expected=close    | predicted="far"
+    [X] #3098   expected=close    | predicted="far"
+    [X] #3104   expected=close    | predicted="far"
+    [X] #3108   expected=close    | predicted="far"
+    [X] #3117   expected=close    | predicted="far"
+    [X] #3118   expected=close    | predicted="far"
+    [X] #3121   expected=close    | predicted="far"
+    [X] #3122   expected=close    | predicted="far"
+    [X] #3135   expected=close    | predicted="far"
+    [X] #3148   expected=close    | predicted="far"
+    [X] #3156   expected=close    | predicted="far"
+    [X] #3158   expected=close    | predicted="far"
+    [X] #3159   expected=close    | predicted="far"
+    [X] #3160   expected=close    | predicted="far"
+    [X] #3162   expected=close    | predicted="far"
+    [X] #3191   expected=close    | predicted="far"
+    [X] #3199   expected=close    | predicted="far"
+    [X] #3211   expected=close    | predicted="far"
+    [X] #3214   expected=close    | predicted="far"
+    [X] #3220   expected=close    | predicted="far"
+    [X] #3222   expected=close    | predicted="far"
+    [X] #3225   expected=close    | predicted="far"
+    [X] #3233   expected=close    | predicted="far"
+    [X] #3239   expected=close    | predicted="far"
+    [X] #3254   expected=close    | predicted="far"
+    [X] #3259   expected=close    | predicted="far"
+    [X] #3269   expected=close    | predicted="far"
+    [X] #3274   expected=close    | predicted="far"
+    [X] #3276   expected=close    | predicted="far"
+    [X] #3291   expected=close    | predicted="far"
+    [X] #3300   expected=close    | predicted="far"
+    [X] #3311   expected=close    | predicted="far"
+    [X] #3313   expected=close    | predicted="far"
+    [X] #3331   expected=close    | predicted="far"
+    [X] #3338   expected=close    | predicted="far"
+    [X] #3340   expected=close    | predicted="far"
+    [X] #3343   expected=close    | predicted="far"
+    [X] #3354   expected=close    | predicted="far"
+    [X] #3358   expected=close    | predicted="far"
+    [X] #3359   expected=close    | predicted="far"
+    [X] #3368   expected=close    | predicted="far"
+    [X] #3378   expected=close    | predicted="far"
+    [X] #3381   expected=close    | predicted="far"
+    [X] #3402   expected=close    | predicted="far"
+    [X] #3406   expected=close    | predicted="far"
+    [X] #3407   expected=close    | predicted="far"
+    [X] #3411   expected=close    | predicted="far"
+    [X] #3419   expected=close    | predicted="far"
+    [X] #3429   expected=close    | predicted="far"
+    [X] #3431   expected=close    | predicted="far"
+    [X] #3432   expected=close    | predicted="far"
+    [X] #3439   expected=close    | predicted="far"
+    [X] #3440   expected=close    | predicted="far"
+    [X] #3452   expected=close    | predicted="far"
+    [X] #3455   expected=close    | predicted="far"
+    [X] #3458   expected=close    | predicted="far"
+    [X] #3461   expected=close    | predicted="far"
+    [X] #3478   expected=close    | predicted="far"
+    [X] #3482   expected=close    | predicted="far"
+    [X] #3492   expected=close    | predicted="far"
+    [X] #3496   expected=close    | predicted="far"
+    [X] #3497   expected=close    | predicted="far"
+    [X] #3498   expected=close    | predicted="far"
+    [X] #3500   expected=close    | predicted="far"
+    [X] #3502   expected=close    | predicted="far"
+    [X] #3506   expected=close    | predicted="far"
+    [X] #3511   expected=close    | predicted="far"
+    [X] #3518   expected=close    | predicted="far"
+    [X] #3521   expected=close    | predicted="far"
+    [X] #3524   expected=close    | predicted="far"
+    [X] #3535   expected=close    | predicted="far"
+    [X] #3548   expected=close    | predicted="far"
+    [X] #3552   expected=close    | predicted="far"
+    [X] #3556   expected=close    | predicted="far"
+    [X] #3561   expected=close    | predicted="far"
+    [X] #3567   expected=close    | predicted="far"
+    [X] #3575   expected=close    | predicted="far"
+    [X] #3577   expected=close    | predicted="far"
+    [X] #3583   expected=close    | predicted="far"
+    [X] #3597   expected=close    | predicted="far"
+    [X] #3599   expected=close    | predicted="far"
+    [X] #3601   expected=close    | predicted="far"
+    [X] #3602   expected=close    | predicted="far"
+    [X] #3607   expected=close    | predicted="far"
+    [X] #3615   expected=close    | predicted="far"
+    [X] #3619   expected=close    | predicted="far"
+    [X] #3622   expected=close    | predicted="far"
+    [X] #3630   expected=close    | predicted="far"
+    [X] #3633   expected=close    | predicted="far"
+    [X] #3635   expected=close    | predicted="far"
+    [X] #3637   expected=close    | predicted="far"
diff --git a/correct_filter/logs/qwen/merge.log b/correct_filter/logs/qwen/merge.log
new file mode 100644
index 0000000000000000000000000000000000000000..5d7a34d4e891cd78a436973f983494fbc82b86eb
--- /dev/null
+++ b/correct_filter/logs/qwen/merge.log
@@ -0,0 +1,34 @@
+2026-02-16 06:32:17,024 - INFO - 
+=== MERGE MODE ===
+2026-02-16 06:32:17,071 - INFO -   Loaded correct-only CSVs for vanilla: 36 layers
+2026-02-16 06:32:17,115 - INFO -   Loaded incorrect-only CSVs for vanilla: 36 layers
+2026-02-16 06:32:17,158 - INFO -   Loaded all-samples CSVs for vanilla: 36 layers
+2026-02-16 06:32:17,202 - INFO -   Loaded correct-only CSVs for 80k: 36 layers
+2026-02-16 06:32:17,247 - INFO -   Loaded incorrect-only CSVs for 80k: 36 layers
+2026-02-16 06:32:17,295 - INFO -   Loaded all-samples CSVs for 80k: 36 layers
+2026-02-16 06:32:17,340 - INFO -   Loaded all-samples CSVs for 400k: 36 layers
+2026-02-16 06:32:17,384 - INFO -   Loaded all-samples CSVs for 800k: 36 layers
+2026-02-16 06:32:17,429 - INFO -   Loaded all-samples CSVs for 2m: 36 layers
+2026-02-16 06:32:17,429 - INFO - 
+--- Cross-scale comparison (correct-only) ---
+2026-02-16 06:32:18,896 - INFO - Saved cross-scale trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/cross_scale_correct_only.png
+2026-02-16 06:32:22,497 - INFO - Saved evolution heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/evolution_heatmap_correct_only.png
+2026-02-16 06:32:22,497 - INFO - 
+--- Cross-scale comparison (incorrect-only) ---
+2026-02-16 06:32:23,845 - INFO - Saved cross-scale trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/cross_scale_incorrect_only.png
+2026-02-16 06:32:27,607 - INFO - Saved evolution heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/evolution_heatmap_incorrect_only.png
+2026-02-16 06:32:27,607 - INFO - 
+--- Cross-scale comparison (all-samples) ---
+2026-02-16 06:32:29,055 - INFO - Saved cross-scale trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/cross_scale_all_samples.png
+2026-02-16 06:32:32,916 - INFO - Saved evolution heatmap: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/evolution_heatmap_all_samples.png
+2026-02-16 06:32:34,800 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/overlay_correct_all_vanilla.png
+2026-02-16 06:32:36,686 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/overlay_correct_incorrect_vanilla.png
+2026-02-16 06:32:38,626 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/overlay_all_vanilla.png
+2026-02-16 06:32:40,766 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/overlay_correct_all_80k.png
+2026-02-16 06:32:42,633 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/overlay_correct_incorrect_80k.png
+2026-02-16 06:32:44,553 - INFO - Saved overlay trajectory: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/overlay_all_80k.png
+2026-02-16 06:32:45,490 - INFO - Saved accuracy chart: /data/shared/Qwen/experiments/correct_filter/results/qwen/accuracy/accuracy_chart.png
+2026-02-16 06:32:46,779 - INFO - Saved ablation summary: /data/shared/Qwen/experiments/correct_filter/results/qwen/comparison/ablation_summary.png
+2026-02-16 06:32:46,779 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/correct_filter/results/qwen
diff --git a/correct_filter/results/nvila/correct_only/csv/similarity_2m_L19.csv b/correct_filter/results/nvila/correct_only/csv/similarity_2m_L19.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f002cf11f2ebac940e3aad9230f579fa1fc6e7a6
--- /dev/null
+++ b/correct_filter/results/nvila/correct_only/csv/similarity_2m_L19.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999994,0.8991923,0.8493467,0.81553906,0.8096595,0.8057249
+right,0.8991923,1.0000001,0.8299763,0.82783175,0.8233004,0.8249223
+above,0.8493467,0.8299763,0.99999976,0.796924,0.8262607,0.79406756
+under,0.81553906,0.82783175,0.796924,0.9999999,0.81169206,0.82434756
+far,0.8096595,0.8233004,0.8262607,0.81169206,1.0000005,0.9490688
+close,0.8057249,0.8249223,0.79406756,0.82434756,0.9490688,0.99999946
diff --git a/correct_filter/results/nvila/correct_only/csv/similarity_400k_L3.csv b/correct_filter/results/nvila/correct_only/csv/similarity_400k_L3.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7ddd32efe1cb1975bac328c1036b4847e173a90
--- /dev/null
+++ b/correct_filter/results/nvila/correct_only/csv/similarity_400k_L3.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0,0.9982395,0.99902904,0.9986573,0.99305904,0.99289715
+right,0.9982395,0.9999998,0.9981134,0.99887675,0.99230933,0.9926587
+above,0.99902904,0.9981134,1.0000001,0.999732,0.9930539,0.99304837
+under,0.9986573,0.99887675,0.999732,0.9999998,0.9930441,0.9931912
+far,0.99305904,0.99230933,0.9930539,0.9930441,1.0,0.9999262
+close,0.99289715,0.9926587,0.99304837,0.9931912,0.9999262,1.0
diff --git a/correct_filter/results/nvila/correct_only/csv/similarity_800k_L13.csv b/correct_filter/results/nvila/correct_only/csv/similarity_800k_L13.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2e656ad8db0ab6ad8ca6cf33e9ddd1fb269e7c8
--- /dev/null
+++ b/correct_filter/results/nvila/correct_only/csv/similarity_800k_L13.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0,0.9993274,0.98097557,0.9776447,0.9682863,0.9687329
+right,0.9993274,0.9999999,0.98198366,0.97855175,0.9687888,0.96875936
+above,0.98097557,0.98198366,1.0000002,0.9984115,0.9812294,0.98173153
+under,0.9776447,0.97855175,0.9984115,0.99999964,0.9804057,0.98098433
+far,0.9682863,0.9687888,0.9812294,0.9804057,1.0000001,0.9967936
+close,0.9687329,0.96875936,0.98173153,0.98098433,0.9967936,1.0
diff --git a/correct_filter/results/nvila/correct_only/csv/similarity_vanilla_L8.csv b/correct_filter/results/nvila/correct_only/csv/similarity_vanilla_L8.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4b632885e0aa7433f9ec98b5d91c50299d37e12
--- /dev/null
+++ b/correct_filter/results/nvila/correct_only/csv/similarity_vanilla_L8.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0,0.99979997,0.99502134,0.99474984,0.9790601,0.9859216
+right,0.99979997,0.9999997,0.9946649,0.99426866,0.97707397,0.985598
+above,0.99502134,0.9946649,0.99999994,0.9998232,0.9847441,0.9921752
+under,0.99474984,0.99426866,0.9998232,0.9999997,0.9861286,0.99237704
+far,0.9790601,0.97707397,0.9847441,0.9861286,1.0000001,0.99223137
+close,0.9859216,0.985598,0.9921752,0.99237704,0.99223137,0.9999997
diff --git a/exp2a_modified/results/molmo/similarity_2m_L13_early_mid.csv b/exp2a_modified/results/molmo/similarity_2m_L13_early_mid.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83364624cba163203928f664f862741ad4e65039
--- /dev/null
+++ b/exp2a_modified/results/molmo/similarity_2m_L13_early_mid.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0000001,0.999149,0.962124,0.9593728,0.9088014,0.9092257
+right,0.999149,1.0000004,0.963094,0.96030515,0.90875113,0.9091817
+above,0.962124,0.963094,1.0000001,0.9955881,0.9074487,0.90784436
+under,0.9593728,0.96030515,0.9955881,0.99999994,0.90212697,0.9029928
+far,0.9088014,0.90875113,0.9074487,0.90212697,1.0000002,0.99841166
+close,0.9092257,0.9091817,0.90784436,0.9029928,0.99841166,1.0000002
diff --git a/exp2a_modified/results/molmo/similarity_800k_L19_middle.csv b/exp2a_modified/results/molmo/similarity_800k_L19_middle.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26fde75650301c93fbef9a047f9ec73801847d94
--- /dev/null
+++ b/exp2a_modified/results/molmo/similarity_800k_L19_middle.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999996,0.9752356,0.8444253,0.8164777,0.78374106,0.78145015
+right,0.9752356,1.0,0.83634424,0.8171387,0.77880913,0.7755206
+above,0.8444253,0.83634424,1.0,0.9157071,0.7842552,0.7697447
+under,0.8164777,0.8171387,0.9157071,0.99999964,0.7630049,0.7732489
+far,0.78374106,0.77880913,0.7842552,0.7630049,1.0,0.99374145
+close,0.78145015,0.7755206,0.7697447,0.7732489,0.99374145,1.0000005
diff --git a/exp2a_modified/results/molmo/similarity_vanilla_L26_late_mid.csv b/exp2a_modified/results/molmo/similarity_vanilla_L26_late_mid.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd4646342ec9bd9e722278172894eb7409b08538
--- /dev/null
+++ b/exp2a_modified/results/molmo/similarity_vanilla_L26_late_mid.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0000005,0.9955554,0.9608875,0.9594548,0.8109677,0.8083561
+right,0.9955554,0.9999999,0.964953,0.9638739,0.8058286,0.80206555
+above,0.9608875,0.964953,1.0000001,0.992614,0.7811126,0.7749344
+under,0.9594548,0.9638739,0.992614,1.0,0.79343164,0.7902819
+far,0.8109677,0.8058286,0.7811126,0.79343164,1.0000005,0.9958171
+close,0.8083561,0.80206555,0.7749344,0.7902819,0.9958171,1.0
diff --git a/exp2a_modified/results/nvila/results_summary.csv b/exp2a_modified/results/nvila/results_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bd4650634792b9ff4ef8f3804d9a836286c0fb6
--- /dev/null
+++ b/exp2a_modified/results/nvila/results_summary.csv
@@ -0,0 +1,26 @@
+model,sim_above_far,sim_under_close,sim_left_right,diff_above_far_vs_left_right,diff_under_close_vs_left_right,layer_idx,layer_label
+nvila_vanilla,0.9768777,0.9755331,0.9997542,-0.022876501,-0.024221063,6,early
+nvila_vanilla,0.98319453,0.9818109,0.99986887,-0.01667434,-0.018057942,11,early_mid
+nvila_vanilla,0.92581946,0.9214773,0.9901695,-0.06435007,-0.06869221,17,middle
+nvila_vanilla,0.9163888,0.9182395,0.9937971,-0.077408314,-0.07555765,22,late_mid
+nvila_vanilla,0.9931767,0.9933256,0.9997714,-0.0065947175,-0.006445825,27,late
+nvila_80k,0.9822901,0.9830795,0.9999727,-0.017682612,-0.016893208,6,early
+nvila_80k,0.971831,0.972438,0.99997884,-0.028147817,-0.027540863,11,early_mid
+nvila_80k,0.8978678,0.8984088,0.9781369,-0.0802691,-0.07972813,17,middle
+nvila_80k,0.8770188,0.8702637,0.98724145,-0.11022264,-0.11697775,22,late_mid
+nvila_80k,0.9929427,0.99287665,0.99955857,-0.006615877,-0.006681919,27,late
+nvila_400k,0.9854341,0.98500335,0.9999227,-0.014488578,-0.014919341,6,early
+nvila_400k,0.9703555,0.9701954,0.999959,-0.029603481,-0.02976358,11,early_mid
+nvila_400k,0.853421,0.8603352,0.973042,-0.11962104,-0.11270684,17,middle
+nvila_400k,0.8716479,0.8639274,0.98938745,-0.11773956,-0.12546003,22,late_mid
+nvila_400k,0.9946202,0.99466735,0.99972814,-0.0051079392,-0.005060792,27,late
+nvila_800k,0.98992753,0.9896405,0.99996746,-0.010039926,-0.010326982,6,early
+nvila_800k,0.9767815,0.97665334,0.99993896,-0.023157477,-0.023285627,11,early_mid
+nvila_800k,0.86649287,0.85884815,0.97497976,-0.10848689,-0.1161316,17,middle
+nvila_800k,0.8333621,0.8121988,0.99009347,-0.15673137,-0.17789465,22,late_mid
+nvila_800k,0.9953831,0.9954171,0.9998052,-0.004422128,-0.004388094,27,late
+nvila_2m,0.9882744,0.9877119,0.9999543,-0.011679888,-0.012242377,6,early
+nvila_2m,0.97557366,0.9748245,0.99997437,-0.024400711,-0.025149882,11,early_mid
+nvila_2m,0.8730347,0.879299,0.9757607,-0.10272598,-0.09646171,17,middle
+nvila_2m,0.84895223,0.85292655,0.9930812,-0.14412898,-0.14015466,22,late_mid
+nvila_2m,0.9961237,0.9962092,0.9999036,-0.0037799478,-0.003694415,27,late
diff --git a/exp2a_modified/results/nvila/similarity_2m_L17_middle.csv b/exp2a_modified/results/nvila/similarity_2m_L17_middle.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee861837eb7ae4ce59f7204a84e954f9c076c7ed
--- /dev/null
+++ b/exp2a_modified/results/nvila/similarity_2m_L17_middle.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999999,0.9757607,0.90407866,0.9006069,0.8284929,0.8263052
+right,0.9757607,1.0000001,0.8945373,0.89740705,0.824288,0.8215337
+above,0.90407866,0.8945373,1.0,0.9630981,0.8730347,0.8632808
+under,0.9006069,0.89740705,0.9630981,0.9999997,0.8717985,0.879299
+far,0.8284929,0.824288,0.8730347,0.8717985,0.99999964,0.99520177
+close,0.8263052,0.8215337,0.8632808,0.879299,0.99520177,1.0
diff --git a/exp2a_modified/results/nvila/similarity_2m_L22_late_mid.csv b/exp2a_modified/results/nvila/similarity_2m_L22_late_mid.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c45d1b7e13b2620cd9ca57350407d4d609a4ac4
--- /dev/null
+++ b/exp2a_modified/results/nvila/similarity_2m_L22_late_mid.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.99999994,0.9930812,0.9348455,0.92703223,0.7459198,0.7438211
+right,0.9930812,1.0,0.9311498,0.92547834,0.7464276,0.7431478
+above,0.9348455,0.9311498,1.0000001,0.9838899,0.84895223,0.84332174
+under,0.92703223,0.92547834,0.9838899,1.0,0.8507151,0.85292655
+far,0.7459198,0.7464276,0.84895223,0.8507151,1.0,0.9947814
+close,0.7438211,0.7431478,0.84332174,0.85292655,0.9947814,1.0000002
diff --git a/exp2a_modified/results/nvila/similarity_2m_L27_late.csv b/exp2a_modified/results/nvila/similarity_2m_L27_late.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7431bdbcbb97126278a2cfcef15525b89c4ae2de
--- /dev/null
+++ b/exp2a_modified/results/nvila/similarity_2m_L27_late.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0000002,0.9999036,0.9985545,0.99836975,0.99476254,0.994663
+right,0.9999036,1.0000005,0.99840385,0.99829763,0.9947906,0.9946926
+above,0.9985545,0.99840385,0.9999998,0.99963063,0.9961237,0.9959164
+under,0.99836975,0.99829763,0.99963063,0.99999964,0.9962062,0.9962092
+far,0.99476254,0.9947906,0.9961237,0.9962062,1.0,0.99980533
+close,0.994663,0.9946926,0.9959164,0.9962092,0.99980533,0.99999964
diff --git a/exp2a_modified/results/nvila/similarity_400k_L11_early_mid.csv b/exp2a_modified/results/nvila/similarity_400k_L11_early_mid.csv
new file mode 100644
index 0000000000000000000000000000000000000000..344ee2e46810811b020c6d9d98fb7e4379cd0e03
--- /dev/null
+++ b/exp2a_modified/results/nvila/similarity_400k_L11_early_mid.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.99999976,0.999959,0.98900884,0.9889352,0.954264,0.9539945
+right,0.999959,1.0000005,0.9891763,0.98914975,0.95471853,0.9544397
+above,0.98900884,0.9891763,0.9999997,0.9997953,0.9703555,0.97020906
+under,0.9889352,0.98914975,0.9997953,0.9999997,0.97041875,0.9701954
+far,0.954264,0.95471853,0.9703555,0.97041875,0.9999995,0.9999529
+close,0.9539945,0.9544397,0.97020906,0.9701954,0.9999529,1.0000005
diff --git a/exp2a_modified/results/nvila/similarity_400k_L17_middle.csv b/exp2a_modified/results/nvila/similarity_400k_L17_middle.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08640f7a7658c7d64e9702b8cd862f1173b35ae0
--- /dev/null
+++ b/exp2a_modified/results/nvila/similarity_400k_L17_middle.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999996,0.973042,0.920389,0.91129595,0.8028054,0.80182457
+right,0.973042,0.99999964,0.9157221,0.91809094,0.8182516,0.8171082
+above,0.920389,0.9157221,1.0000004,0.9702402,0.853421,0.8472392
+under,0.91129595,0.91809094,0.9702402,1.0000001,0.8591274,0.8603352
+far,0.8028054,0.8182516,0.853421,0.8591274,1.0000002,0.99851584
+close,0.80182457,0.8171082,0.8472392,0.8603352,0.99851584,1.0000001
diff --git a/exp2a_modified/results/nvila/similarity_400k_L27_late.csv b/exp2a_modified/results/nvila/similarity_400k_L27_late.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0ac9e4b6002560d567cd3fb52b39d06a09a5475
--- /dev/null
+++ b/exp2a_modified/results/nvila/similarity_400k_L27_late.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.99999994,0.99972814,0.9974848,0.9974014,0.9942725,0.99421275
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diff --git a/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L13.csv b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L13.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e366605e3178e25d9a558c02563dc2a719bcd9b7
--- /dev/null
+++ b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L13.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
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+close,0.9160556,0.9152582,0.9246333,0.925783,0.99945354,0.99999976
diff --git a/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L24.csv b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L24.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28c077d63558779c05ce392539b14bccd1ad34ae
--- /dev/null
+++ b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L24.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
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+close,0.8310582,0.82648844,0.80085,0.8141513,0.9960752,1.0000004
diff --git a/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L5.csv b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe06507b3b9c2840725cf3f8170c438198d889ca
--- /dev/null
+++ b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L5.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
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diff --git a/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L6.csv b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L6.csv
new file mode 100644
index 0000000000000000000000000000000000000000..899dc723b795b0cd56a078a47a0c7f4598b345f1
--- /dev/null
+++ b/exp2a_modified/results_all_layers/molmo/similarity_vanilla_L6.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
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diff --git a/exp2a_modified/results_all_layers/nvila/results_summary.csv b/exp2a_modified/results_all_layers/nvila/results_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7159257969fe2bf123390bc22b14ec5ef4b22ae
--- /dev/null
+++ b/exp2a_modified/results_all_layers/nvila/results_summary.csv
@@ -0,0 +1,169 @@
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L0.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L0.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22c796c741fa9bce23e78a4a7207903216a699bf
--- /dev/null
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L1.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9810b9cce670bdaf071b3c9d9264bf9f9d15dcc6
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L10.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47eea236ad1b131bdd6a715b4e2e5d6aaf47b7a2
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L11.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L11.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7421538f603b3cc0ed62ba08534e0dcbaaadd2d
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L12.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L12.csv
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index 0000000000000000000000000000000000000000..2f3bf9842de05d767f0e45c840291c3c173a18e6
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L13.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L13.csv
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index 0000000000000000000000000000000000000000..8187fe55151aaaac77b51a936c52b01985236b34
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L14.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L14.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1985c5d66493d76caf75fb7d04c8c25664605061
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L15.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L15.csv
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index 0000000000000000000000000000000000000000..da3ff8a3c0d948d2f8a4114af55aa94a1883c150
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L16.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L16.csv
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index 0000000000000000000000000000000000000000..fb7cf50fc311d06c7977b73a6e97cb9e6fb29275
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L17.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L17.csv
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index 0000000000000000000000000000000000000000..ee861837eb7ae4ce59f7204a84e954f9c076c7ed
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L19.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L19.csv
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index 0000000000000000000000000000000000000000..074e29b7f528033854565197dc7b22fc087b7961
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diff --git a/exp2a_modified/results_all_layers/nvila/similarity_2m_L2.csv b/exp2a_modified/results_all_layers/nvila/similarity_2m_L2.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ccf04e14e9e70ba1e7afb8ab9d1dbf7ef7b5a02
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new file mode 100644
index 0000000000000000000000000000000000000000..7201d05764d2c6241f788bacc5902a86829da13b
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..f8783e9a6a1f8782843ee7efdfc667c66a33540c
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..7c45d1b7e13b2620cd9ca57350407d4d609a4ac4
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..426da935a5c74be7db43e97aaa9de0d2c6d76616
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..7f2a823fecf1f770ddae2348fdb7ec087e24cbd6
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..c0b88cfa9ce5af5461a35c68e6c39eb929f16fdf
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new file mode 100644
index 0000000000000000000000000000000000000000..a3d5c85807308e8fe2798cd249044429b37e8ab8
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new file mode 100644
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index 0000000000000000000000000000000000000000..4f66bcc82fe0a8c64a19ce76bfeddbc5b64a1dd0
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index 0000000000000000000000000000000000000000..743c030001315a60ae9139d331cacd162784d51a
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index 0000000000000000000000000000000000000000..9598e495c731df4d09b4b12c3c498377f17ca49f
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new file mode 100644
index 0000000000000000000000000000000000000000..d94d7cfa56fa554a67a2d803160d495f44651879
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index 0000000000000000000000000000000000000000..38e662f4e6af7df2c1ce6e486b6ad1e2e2f48836
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index 0000000000000000000000000000000000000000..63d7821b76912843fee938faff264e7ba546514e
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index 0000000000000000000000000000000000000000..1a3ff0ac237201d17392517dc6cbafe206a44814
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new file mode 100644
index 0000000000000000000000000000000000000000..e79d798daabf1bffe87f7e23cbbf5b535cb6fc64
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index 0000000000000000000000000000000000000000..686b69e6c92eb7d3eb8259b23d081c8192f13b6e
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index 0000000000000000000000000000000000000000..cf31e6f07634a6b0de417a94299b046da95def8e
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index 0000000000000000000000000000000000000000..c003a8e5e8e27952bb575f08f79315d04d6c9add
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index 0000000000000000000000000000000000000000..84afebd0590b31a8a54e8402237134c97659db0f
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index 0000000000000000000000000000000000000000..af7e1ad2a0b38b2360363c5356ff18ff5caa3b5f
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index 0000000000000000000000000000000000000000..5480cb2067ba240c61f4b56f480eb6ecc5128791
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index 0000000000000000000000000000000000000000..6ddbb3932bdeb65d434f63ed97c493e407ebbbfd
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index 0000000000000000000000000000000000000000..cdfbab429fd84a0773d0fc989041245c8d35b610
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index 0000000000000000000000000000000000000000..2c22f707713f980aea57cbb17bf6efd938123241
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_800k_L32.csv b/exp2a_modified/results_all_layers/qwen/similarity_800k_L32.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3f80bac3ef6540cb9c724c51e86236ecfbae2b1
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_800k_L32.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_800k_L33.csv b/exp2a_modified/results_all_layers/qwen/similarity_800k_L33.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ce026bcb710a24d7a28a70d2839abc16429b28
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_800k_L33.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_80k_L14.csv b/exp2a_modified/results_all_layers/qwen/similarity_80k_L14.csv
new file mode 100644
index 0000000000000000000000000000000000000000..504d8543fd97dc8c4fcc84e17f14a3ae2de48856
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_80k_L14.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_80k_L30.csv b/exp2a_modified/results_all_layers/qwen/similarity_80k_L30.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0344f42e3c818c0565285b21c52864c6dbb2aabc
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_80k_L30.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_80k_L35.csv b/exp2a_modified/results_all_layers/qwen/similarity_80k_L35.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e5c0a5ace08a6fb8fc2383cd15221af7e888bb6
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_80k_L35.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_80k_L8.csv b/exp2a_modified/results_all_layers/qwen/similarity_80k_L8.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68bff4559b055e317a3f00aff1707e5ddc74d52c
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_80k_L8.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L1.csv b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a71b9bd2c76bad3f1dad8bfe35205f861cd429c
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L1.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L10.csv b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9eb837573a7f939dd10a7c76b2b604733f433b8
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L10.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L27.csv b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L27.csv
new file mode 100644
index 0000000000000000000000000000000000000000..500b03e81574eb5ba6045a52fd1f54a65b0ce01b
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L27.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L3.csv b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L3.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87c35094f219e5cf3f68593ded682db3b8d129e6
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L3.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L32.csv b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L32.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20bcf31fe3bc73713df5d96d5d8a58380dc38676
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L32.csv
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L4.csv b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L4.csv
new file mode 100644
index 0000000000000000000000000000000000000000..106f0aa4d4e8caf83f4e20518800ca8502ddf3c4
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L4.csv
@@ -0,0 +1,7 @@
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diff --git a/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L8.csv b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L8.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85080d1dc11746a1a37071d15e4d24b3f39183b4
--- /dev/null
+++ b/exp2a_modified/results_all_layers/qwen/similarity_vanilla_L8.csv
@@ -0,0 +1,7 @@
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diff --git a/exp2a_results/molmo/results_summary.csv b/exp2a_results/molmo/results_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..937a1cf90eac75d0fc3d916c45ebe2ab9a844170
--- /dev/null
+++ b/exp2a_results/molmo/results_summary.csv
@@ -0,0 +1,6 @@
+model,sim_above_far,sim_under_close,sim_left_right,diff_above_far_vs_left_right,diff_under_close_vs_left_right
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+molmo_80k,0.70961565,0.69585514,0.9982649,-0.28864926,-0.30240977
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+molmo_800k,0.68773323,0.6904198,0.9976609,-0.30992764,-0.30724108
+molmo_2m,0.70348847,0.7398053,0.99639654,-0.29290807,-0.25659126
diff --git a/exp2a_results/molmo/similarity_2m.csv b/exp2a_results/molmo/similarity_2m.csv
new file mode 100644
index 0000000000000000000000000000000000000000..777fb7b07d9d61cdffec7ca1003410e6757d2b8b
--- /dev/null
+++ b/exp2a_results/molmo/similarity_2m.csv
@@ -0,0 +1,7 @@
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diff --git a/exp2a_results/molmo/similarity_800k.csv b/exp2a_results/molmo/similarity_800k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42f58aeccce9a17a2b33b39036fb79baf08165ac
--- /dev/null
+++ b/exp2a_results/molmo/similarity_800k.csv
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diff --git a/exp2a_results/molmo/similarity_80k.csv b/exp2a_results/molmo/similarity_80k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74769d8a09aa7da99243684fe2749e027c8cdba6
--- /dev/null
+++ b/exp2a_results/molmo/similarity_80k.csv
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diff --git a/exp2a_results/nvila/similarity_400k.csv b/exp2a_results/nvila/similarity_400k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c61086bdde4bfc62ebc4925a1a0ddcab79395f6
--- /dev/null
+++ b/exp2a_results/nvila/similarity_400k.csv
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diff --git a/exp2a_results/nvila/similarity_800k.csv b/exp2a_results/nvila/similarity_800k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..663aa980c6171036947c7961088e581b09761355
--- /dev/null
+++ b/exp2a_results/nvila/similarity_800k.csv
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diff --git a/exp2a_results/nvila/similarity_vanilla.csv b/exp2a_results/nvila/similarity_vanilla.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22799adbb0c7cb483387daf8da22bc8dd3d6b88d
--- /dev/null
+++ b/exp2a_results/nvila/similarity_vanilla.csv
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+far,0.92706037,0.9288745,0.9257428,0.9275917,1.0000001,0.99302495
+close,0.9265013,0.9277723,0.925647,0.9278563,0.99302495,0.99999976
diff --git a/exp2a_results/qwen/results_summary.csv b/exp2a_results/qwen/results_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d5a6a5550b55c21d577ca451627442e31b34b31
--- /dev/null
+++ b/exp2a_results/qwen/results_summary.csv
@@ -0,0 +1,6 @@
+model,sim_above_far,sim_under_close,sim_left_right,diff_above_far_vs_left_right,diff_under_close_vs_left_right
+qwen_vanilla,0.9686911,0.9642082,0.9993206,-0.030629516,-0.03511244
+qwen_80k,0.9624193,0.9574299,0.9993595,-0.036940217,-0.041929603
+qwen_400k,0.9564022,0.9519615,0.99937594,-0.042973757,-0.047414422
+qwen_800k,0.95405847,0.95065147,0.99941164,-0.045353174,-0.048760176
+qwen_2m,0.95611894,0.9542708,0.99951774,-0.043398798,-0.04524696
diff --git a/exp2a_results/qwen/similarity_400k.csv b/exp2a_results/qwen/similarity_400k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dc3e7825bbd9314b5e78241a19940e9a59b9273
--- /dev/null
+++ b/exp2a_results/qwen/similarity_400k.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0,0.99937594,0.9991276,0.99829257,0.9567528,0.9538676
+right,0.99937594,0.9999999,0.9994892,0.9985801,0.95804405,0.9552003
+above,0.9991276,0.9994892,0.9999999,0.9990127,0.9564022,0.95383126
+under,0.99829257,0.9985801,0.9990127,0.9999999,0.9544926,0.9519615
+far,0.9567528,0.95804405,0.9564022,0.9544926,0.99999964,0.9969077
+close,0.9538676,0.9552003,0.95383126,0.9519615,0.9969077,1.0000002
diff --git a/exp2a_results/qwen/similarity_800k.csv b/exp2a_results/qwen/similarity_800k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6373a886e639efbbddfbd294c62fa780da44dda8
--- /dev/null
+++ b/exp2a_results/qwen/similarity_800k.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999999,0.99941164,0.9992402,0.99845755,0.95455456,0.952234
+right,0.99941164,1.0000001,0.9995781,0.99883175,0.95547706,0.9532256
+above,0.9992402,0.9995781,0.9999995,0.99918395,0.95405847,0.9520437
+under,0.99845755,0.99883175,0.99918395,0.9999999,0.9525231,0.95065147
+far,0.95455456,0.95547706,0.95405847,0.9525231,0.9999999,0.9969524
+close,0.952234,0.9532256,0.9520437,0.95065147,0.9969524,1.0
diff --git a/exp2a_results/qwen/similarity_80k.csv b/exp2a_results/qwen/similarity_80k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0463339acb991370cae4eac712cf5d3e4da66e28
--- /dev/null
+++ b/exp2a_results/qwen/similarity_80k.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0,0.9993595,0.9989976,0.99866927,0.96228355,0.9575701
+right,0.9993595,1.0000005,0.9993774,0.9986429,0.964399,0.9597731
+above,0.9989976,0.9993774,1.0,0.9990984,0.9624193,0.95799494
+under,0.99866927,0.9986429,0.9990984,1.0000001,0.96181804,0.9574299
+far,0.96228355,0.964399,0.9624193,0.96181804,1.0000004,0.99685454
+close,0.9575701,0.9597731,0.95799494,0.9574299,0.99685454,0.99999994
diff --git a/exp2a_results/qwen/similarity_vanilla.csv b/exp2a_results/qwen/similarity_vanilla.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4de5fdccb1b02a97eafaa7c67aabbfabc113bbc
--- /dev/null
+++ b/exp2a_results/qwen/similarity_vanilla.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999999,0.9993206,0.9989918,0.9987417,0.96916175,0.963472
+right,0.9993206,0.9999999,0.9993114,0.9986831,0.9704946,0.96485734
+above,0.9989918,0.9993114,1.0000005,0.99925673,0.9686911,0.9633236
+under,0.9987417,0.9986831,0.99925673,0.99999976,0.96935964,0.9642082
+far,0.96916175,0.9704946,0.9686911,0.96935964,0.99999976,0.9967441
+close,0.963472,0.96485734,0.9633236,0.9642082,0.9967441,1.0000002