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This is simons-arc-rle-task data. FlipY I0
I0 5 4 96b9,,,9 O0 2 1 84 I1 4 2 84a5,5a85 O1 1 5 0,,,,9 I2 2 1 7 O2 5 2 85b1,38b3 I3 1 1 7 O3 2 2 91,14 I4T 1 1 9 O4T None I5T 1 2 2, O5T None I6T 2 2 03,93 O6T None
5 4 9,96b9,,
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, get histogram for 'I1'
I0 4 2 84a5,5a85 O0 1 5 0,,,,9 I1 2 1 7 O1 5 2 85b1,38b3 I2T 1 1 7 O2T None I3T 1 1 9 O3T None I4T 1 2 2, O4T None
7:2
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
SIMONARCTASK, P2T, min of histograms
I0 2 1 7 O0 5 2 85b1,38b3 I1 1 1 7 O1 2 2 91,14 I2T 1 1 9 O2T None
maybe
dataset=task group=pair_histogram_min image_width=small image_height=small task_pixels=a
simons-arc-rle-task, P4T, min histogram of the 2 images
I0 1 1 7 O0 2 2 91,14 I1 1 1 9 O1 2 2 79,59 I2T 1 2 2, O2T None I3T 2 2 03,93 O3T None I4T 2 1 23 O4T None
maybe
dataset=task group=pair_histogram_min image_width=small image_height=small task_pixels=a
simons-arc-task, P4T, add histograms
I0 1 1 9 O0 2 2 79,59 I1 1 2 2, O1 2 4 14,1,41, I2 2 2 03,93 O2 4 4 26a3,8a25,7,38a3 I3 2 1 23 O3 4 2 a952,b63 I4T 1 5 4,,,,0 O4T None I5T 5 1 90b9 O5T None I6T 1 4 0,,, O6T None
maybe
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
This is Simon-ARC-Task data. Extract I1
I0 1 2 2, O0 2 4 14,1,41, I1 2 2 03,93 O1 4 4 26a3,8a25,7,38a3 I2 2 1 23 O2 4 2 a952,b63 I3T 1 5 4,,,,0 O3T None I4T 5 1 90b9 O4T None
2 2 03,93
dataset=task group=extract_input_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, get O5T and Flip-Y
I0 2 2 03,93 O0 4 4 26a3,8a25,7,38a3 I1 2 1 23 O1 4 2 a952,b63 I2 1 5 4,,,,0 O2 2 5 03,3,38,18,80 I3 5 1 90b9 O3 5 1 a5b7 I4T 1 4 0,,, O4T None I5T 4 5 2629,6b2,6202,a202,2 O5T None
None
dataset=task group=flipy_output_by_id image_width=small image_height=small task_pixels=a
SIMONARCTASK, P1, unique colors that the two images have in common
I0 2 1 23 O0 4 2 a952,b63 I1 1 5 4,,,,0 O1 2 5 03,3,38,18,80 I2 5 1 90b9 O2 5 1 a5b7 I3 1 4 0,,, O3 1 3 3,0, I4 4 5 2629,6b2,6202,a202,2 O4 3 5 817,,818,631,831 I5T 5 3 9,2c9,9 O5T None
0
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
This is SimonsArcTask data. Histogram of O3T
I0 1 5 4,,,,0 O0 2 5 03,3,38,18,80 I1 5 1 90b9 O1 5 1 a5b7 I2T 1 4 0,,, O2T None I3T 4 5 2629,6b2,6202,a202,2 O3T None
None
dataset=task group=histogram_output_by_id image_width=small image_height=small task_pixels=a
SIMONSARCTASK, get I2 and Flip-X
I0 5 1 90b9 O0 5 1 a5b7 I1 1 4 0,,, O1 1 3 3,0, I2 4 5 2629,6b2,6202,a202,2 O2 3 5 817,,818,631,831 I3 5 3 9,2c9,9 O3 5 2 b8a4,a83a8 I4T 3 1 4a1 O4T None
4 5 9262,b26,2026,20a2,2
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
SIMONARCTASK, P2T, add histograms of the 2 images
I0 1 4 0,,, O0 1 3 3,0, I1 4 5 2629,6b2,6202,a202,2 O1 3 5 817,,818,631,831 I2T 5 3 9,2c9,9 O2T None
maybe
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
SimonsArcTask, get I2T and FlipX
I0 4 5 2629,6b2,6202,a202,2 O0 3 5 817,,818,631,831 I1 5 3 9,2c9,9 O1 5 2 b8a4,a83a8 I2T 3 1 4a1 O2T None I3T 1 5 7,,,3,6 O3T None
3 1 a14
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
This is SimonsArcTask data. Extract 'O5T'
I0 5 3 9,2c9,9 O0 5 2 b8a4,a83a8 I1 3 1 4a1 O1 2 2 06,91 I2 1 5 7,,,3,6 O2 2 1 0 I3 5 3 86b8,85a36,8b38 O3 1 4 5,1,8, I4T 3 3 424,142,a12 O4T None I5T 3 4 729,792,749,4a0 O5T None
None
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, P2, the histograms added
I0 3 1 4a1 O0 2 2 06,91 I1 1 5 7,,,3,6 O1 2 1 0 I2 5 3 86b8,85a36,8b38 O2 1 4 5,1,8, I3 3 3 424,142,a12 O3 4 5 b96,6a96,6,9626,6969 I4T 3 4 729,792,749,4a0 O4T None I5T 4 4 3,3838,3,8383 O5T None
8:9,3:5,5:2,6:2,1:1
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
simonarctask, return flip-x of 'I0'
I0 1 5 7,,,3,6 O0 2 1 0 I1 5 3 86b8,85a36,8b38 O1 1 4 5,1,8, I2 3 3 424,142,a12 O2 4 5 b96,6a96,6,9626,6969 I3 3 4 729,792,749,4a0 O3 5 3 1a681,1a0a6,b8a0 I4 4 4 3,3838,3,8383 O4 3 5 7a8,728,318,832,a81 I5T 4 1 b43 O5T None
1 5 7,,,3,6
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, P2, color union
I0 5 3 86b8,85a36,8b38 O0 1 4 5,1,8, I1 3 3 424,142,a12 O1 4 5 b96,6a96,6,9626,6969 I2 3 4 729,792,749,4a0 O2 5 3 1a681,1a0a6,b8a0 I3T 4 4 3,3838,3,8383 O3T None I4T 4 1 b43 O4T None I5T 1 2 9, O5T None
0,1,2,4,6,7,8,9
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
simons-arc-task, P4T, add histograms of the 2 images
I0 3 3 424,142,a12 O0 4 5 b96,6a96,6,9626,6969 I1 3 4 729,792,749,4a0 O1 5 3 1a681,1a0a6,b8a0 I2 4 4 3,3838,3,8383 O2 3 5 7a8,728,318,832,a81 I3 4 1 b43 O3 5 3 5a975,c82,b595 I4T 1 2 9, O4T None
maybe
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
Simons-Arc-RLE-Task, get histogram for I2
I0 3 4 729,792,749,4a0 O0 5 3 1a681,1a0a6,b8a0 I1 4 4 3,3838,3,8383 O1 3 5 7a8,728,318,832,a81 I2 4 1 b43 O2 5 3 5a975,c82,b595 I3T 1 2 9, O3T None I4T 2 3 2,37,17 O4T None
4:3,3:1
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
SimonsArcTask, return flip-y of 'I1'
I0 4 4 3,3838,3,8383 O0 3 5 7a8,728,318,832,a81 I1 4 1 b43 O1 5 3 5a975,c82,b595 I2 1 2 9, O2 3 1 3 I3 2 3 2,37,17 O3 1 3 4,3, I4 3 1 a09 O4 3 4 4,,174,414 I5T 1 4 4,1,,6 O5T None I6T 4 1 4 O6T None
4 1 b43
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, return histogram of O2
I0 4 1 b43 O0 5 3 5a975,c82,b595 I1 1 2 9, O1 3 1 3 I2 2 3 2,37,17 O2 1 3 4,3, I3 3 1 a09 O3 3 4 4,,174,414 I4T 1 4 4,1,,6 O4T None I5T 4 1 4 O5T None I6T 1 1 3 O6T None
3:2,4:1
dataset=task group=histogram_output_by_id image_width=small image_height=small task_pixels=a
simons-arc-task, process 'I3' and return Flip-Y
I0 1 2 9, O0 3 1 3 I1 2 3 2,37,17 O1 1 3 4,3, I2 3 1 a09 O2 3 4 4,,174,414 I3 1 4 4,1,,6 O3 4 5 6a74,b74,9b0,7957,a697 I4T 4 1 4 O4T None
1 4 6,1,,4
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
simonarctask, get I1 and FlipX
I0 2 3 2,37,17 O0 1 3 4,3, I1 3 1 a09 O1 3 4 4,,174,414 I2 1 4 4,1,,6 O2 4 5 6a74,b74,9b0,7957,a697 I3T 4 1 4 O3T None
3 1 9a0
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, process 'I1' and return Flip-Y
I0 3 1 a09 O0 3 4 4,,174,414 I1 1 4 4,1,,6 O1 4 5 6a74,b74,9b0,7957,a697 I2 4 1 4 O2 5 1 a8a08 I3T 1 1 3 O3T None I4T 1 4 1,3,, O4T None I5T 4 4 1,,, O5T None
1 4 6,1,,4
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, return histogram of I1
I0 1 4 4,1,,6 O0 4 5 6a74,b74,9b0,7957,a697 I1 4 1 4 O1 5 1 a8a08 I2 1 1 3 O2 1 5 6,,3,7, I3 1 4 1,3,, O3 5 2 b848,a9238 I4T 4 4 1,,, O4T None I5T 4 2 b91,a1a8 O5T None
4:4
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, process I5T and return histogram
I0 4 1 4 O0 5 1 a8a08 I1 1 1 3 O1 1 5 6,,3,7, I2 1 4 1,3,, O2 5 2 b848,a9238 I3 4 4 1,,, O3 2 4 74,97,7,91 I4 4 2 b91,a1a8 O4 4 1 b51 I5T 2 1 7 O5T None I6T 1 3 8,0, O6T None I7T 3 1 5a0 O7T None
7:2
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
simons-arc-rle-task, P3, sum of histograms
I0 1 1 3 O0 1 5 6,,3,7, I1 1 4 1,3,, O1 5 2 b848,a9238 I2 4 4 1,,, O2 2 4 74,97,7,91 I3 4 2 b91,a1a8 O3 4 1 b51 I4T 2 1 7 O4T None I5T 1 3 8,0, O5T None I6T 3 1 5a0 O6T None
1:4,5:3,9:3,8:2
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
Process SimonsArcRLETask P1, and return the union of colors
I0 1 4 1,3,, O0 5 2 b848,a9238 I1 4 4 1,,, O1 2 4 74,97,7,91 I2 4 2 b91,a1a8 O2 4 1 b51 I3T 2 1 7 O3T None I4T 1 3 8,0, O4T None
1,4,7,9
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
SIMONSARCTASK, process I0 and return flipy
I0 4 4 1,,, O0 2 4 74,97,7,91 I1 4 2 b91,a1a8 O1 4 1 b51 I2 2 1 7 O2 1 3 9,1, I3 1 3 8,0, O3 3 3 a92,6,050 I4 3 1 5a0 O4 3 4 8a2,282,782,2a7 I5T 1 5 4,7,4,8,4 O5T None I6T 5 1 9 O6T None I7T 1 3 4,1, O7T None
4 4 1,,,
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, P1, union of colors of the two images
I0 4 2 b91,a1a8 O0 4 1 b51 I1 2 1 7 O1 1 3 9,1, I2T 1 3 8,0, O2T None I3T 3 1 5a0 O3T None I4T 1 5 4,7,4,8,4 O4T None
1,7,9
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
Simons-Arc-RLE-Task, get O4T and Flip-X
I0 2 1 7 O0 1 3 9,1, I1 1 3 8,0, O1 3 3 a92,6,050 I2 3 1 5a0 O2 3 4 8a2,282,782,2a7 I3 1 5 4,7,4,8,4 O3 4 4 4560,54a0,a763,6a13 I4T 5 1 9 O4T None I5T 1 3 4,1, O5T None
None
dataset=task group=flipx_output_by_id image_width=small image_height=small task_pixels=a
simons-arc-task, P3, intersection of colors of the images
I0 1 3 8,0, O0 3 3 a92,6,050 I1 3 1 5a0 O1 3 4 8a2,282,782,2a7 I2 1 5 4,7,4,8,4 O2 4 4 4560,54a0,a763,6a13 I3 5 1 9 O3 4 1 a254 I4 1 3 4,1, O4 1 3 9,4,9 I5T 3 1 a26 O5T None
empty
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
SimonsArcTask, P4T, min of histograms
I0 3 1 5a0 O0 3 4 8a2,282,782,2a7 I1 1 5 4,7,4,8,4 O1 4 4 4560,54a0,a763,6a13 I2 5 1 9 O2 4 1 a254 I3T 1 3 4,1, O3T None I4T 3 1 a26 O4T None
maybe
dataset=task group=pair_histogram_min image_width=small image_height=small task_pixels=a
SimonsArcTask, process 'O0' and return Flip-X
I0 1 5 4,7,4,8,4 O0 4 4 4560,54a0,a763,6a13 I1 5 1 9 O1 4 1 a254 I2 1 3 4,1, O2 1 3 9,4,9 I3 3 1 a26 O3 3 3 a42,4a6,686 I4T 1 1 6 O4T None I5T 1 1 4 O5T None
4 4 0654,a045,36a7,3a16
dataset=task group=flipx_output_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, get histogram for I6T
I0 5 1 9 O0 4 1 a254 I1 1 3 4,1, O1 1 3 9,4,9 I2 3 1 a26 O2 3 3 a42,4a6,686 I3 1 1 6 O3 3 5 5,,,, I4T 1 1 4 O4T None I5T 1 1 0 O5T None I6T 1 5 2,4,,,0 O6T None
4:3,0:1,2:1
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, get I4 and FlipX
I0 1 3 4,1, O0 1 3 9,4,9 I1 3 1 a26 O1 3 3 a42,4a6,686 I2 1 1 6 O2 3 5 5,,,, I3 1 1 4 O3 5 4 c04,9a856,a0786,a0a17 I4 1 1 0 O4 4 1 6b5 I5T 1 5 2,4,,,0 O5T None I6T 5 4 a3a83,3b20,40a13,41b3 O6T None I7T 4 3 8b0,82a8,a808 O7T None
1 1 0
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
Simon-ARC-Task, process I2 and return flipx
I0 3 1 a26 O0 3 3 a42,4a6,686 I1 1 1 6 O1 3 5 5,,,, I2 1 1 4 O2 5 4 c04,9a856,a0786,a0a17 I3T 1 1 0 O3T None I4T 1 5 2,4,,,0 O4T None I5T 5 4 a3a83,3b20,40a13,41b3 O5T None
1 1 4
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, P5T, unique colors that the two images have the union
I0 1 1 6 O0 3 5 5,,,, I1 1 1 4 O1 5 4 c04,9a856,a0786,a0a17 I2 1 1 0 O2 4 1 6b5 I3 1 5 2,4,,,0 O3 1 5 6,,,3, I4T 5 4 a3a83,3b20,40a13,41b3 O4T None I5T 4 3 8b0,82a8,a808 O5T None
maybe
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
Simons-Arc-RLE-Task, return flipy of I0
I0 1 1 4 O0 5 4 c04,9a856,a0786,a0a17 I1 1 1 0 O1 4 1 6b5 I2 1 5 2,4,,,0 O2 1 5 6,,,3, I3 5 4 a3a83,3b20,40a13,41b3 O3 5 1 b7a3 I4 4 3 8b0,82a8,a808 O4 1 4 6,,, I5T 3 1 8 O5T None I6T 1 5 7,4,,,0 O6T None
1 1 4
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
Process SIMONSARCTASK P5T, and return the overlap of colors
I0 1 1 0 O0 4 1 6b5 I1 1 5 2,4,,,0 O1 1 5 6,,,3, I2 5 4 a3a83,3b20,40a13,41b3 O2 5 1 b7a3 I3 4 3 8b0,82a8,a808 O3 1 4 6,,, I4 3 1 8 O4 4 3 5634,a3a1,a105 I5T 1 5 7,4,,,0 O5T None
maybe
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
simonarctask, P1, max histogram of the 2 images
I0 1 5 2,4,,,0 O0 1 5 6,,,3, I1 5 4 a3a83,3b20,40a13,41b3 O1 5 1 b7a3 I2T 4 3 8b0,82a8,a808 O2T None
3:8,1:3,2:3,7:3,0:2,4:2,8:2
dataset=task group=pair_histogram_max image_width=small image_height=small task_pixels=a
SIMONSARCTASK, P2, sum of histograms
I0 5 4 a3a83,3b20,40a13,41b3 O0 5 1 b7a3 I1 4 3 8b0,82a8,a808 O1 1 4 6,,, I2 3 1 8 O2 4 3 5634,a3a1,a105 I3T 1 5 7,4,,,0 O3T None I4T 5 5 96a86,95a65,65b6,59696,a69a6 O4T None I5T 5 3 34373,74747,4b34 O5T None
1:4,3:3,8:3,5:2,0:1,4:1,6:1
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
This is SimonsArcTask data. Extract O0
I0 4 3 8b0,82a8,a808 O0 1 4 6,,, I1 3 1 8 O1 4 3 5634,a3a1,a105 I2T 1 5 7,4,,,0 O2T None I3T 5 5 96a86,95a65,65b6,59696,a69a6 O3T None
1 4 6,,,
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
SIMONARCTASK, get image O4T
I0 3 1 8 O0 4 3 5634,a3a1,a105 I1 1 5 7,4,,,0 O1 3 5 307,070,372,320,a30 I2 5 5 96a86,95a65,65b6,59696,a69a6 O2 5 5 b085,a0280,0a280,2a080,0 I3 5 3 34373,74747,4b34 O3 5 4 c36,b767,a7063,a7673 I4T 3 2 7,272 O4T None I5T 2 3 52,20,40 O5T None I6T 3 2 a01,1 O6T None
None
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
Process SIMONSARCTASK P2T, and return the overlap of colors
I0 1 5 7,4,,,0 O0 3 5 307,070,372,320,a30 I1 5 5 96a86,95a65,65b6,59696,a69a6 O1 5 5 b085,a0280,0a280,2a080,0 I2T 5 3 34373,74747,4b34 O2T None
maybe
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
simons-arc-rle-task, return flipx of I2T
I0 5 5 96a86,95a65,65b6,59696,a69a6 O0 5 5 b085,a0280,0a280,2a080,0 I1 5 3 34373,74747,4b34 O1 5 4 c36,b767,a7063,a7673 I2T 3 2 7,272 O2T None I3T 2 3 52,20,40 O3T None I4T 3 2 a01,1 O4T None
3 2 7,272
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
Simon-ARC-Task, P0, overlap of colors of the images
I0 5 3 34373,74747,4b34 O0 5 4 c36,b767,a7063,a7673 I1 3 2 7,272 O1 4 5 8a91,8971,8721,7a61,9848 I2 2 3 52,20,40 O2 5 2 05130,b9a5 I3 3 2 a01,1 O3 2 4 05,5,,47 I4T 2 5 6,68,16,,6 O4T None I5T 5 4 84b9,8c9,84b9,8c9 O5T None I6T 4 2 a4a0,4040 O6T None
3,7
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
simonarctask, get image 'O3'
I0 3 2 7,272 O0 4 5 8a91,8971,8721,7a61,9848 I1 2 3 52,20,40 O1 5 2 05130,b9a5 I2 3 2 a01,1 O2 2 4 05,5,,47 I3 2 5 6,68,16,,6 O3 4 2 7373,a373 I4T 5 4 84b9,8c9,84b9,8c9 O4T None I5T 4 2 a4a0,4040 O5T None I6T 2 1 96 O6T None
4 2 7373,a373
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, P4T, intersection of colors of the 2 images
I0 2 3 52,20,40 O0 5 2 05130,b9a5 I1 3 2 a01,1 O1 2 4 05,5,,47 I2 2 5 6,68,16,,6 O2 4 2 7373,a373 I3T 5 4 84b9,8c9,84b9,8c9 O3T None I4T 4 2 a4a0,4040 O4T None
maybe
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
Simons-Arc-RLE-Task, P3, union of colors of the two images
I0 3 2 a01,1 O0 2 4 05,5,,47 I1 2 5 6,68,16,,6 O1 4 2 7373,a373 I2 5 4 84b9,8c9,84b9,8c9 O2 2 3 97,7,42 I3 4 2 a4a0,4040 O3 3 5 323,929,959,193,1a3 I4 2 1 96 O4 5 3 b752,25747,5a752 I5T 1 2 8,0 O5T None I6T 2 4 09,08,,98 O6T None I7T 4 2 5b9,5a93 O7T None
0,1,2,3,4,5,9
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
Simon-ARC-Task, P1, overlap of colors of the images
I0 2 5 6,68,16,,6 O0 4 2 7373,a373 I1 5 4 84b9,8c9,84b9,8c9 O1 2 3 97,7,42 I2 4 2 a4a0,4040 O2 3 5 323,929,959,193,1a3 I3 2 1 96 O3 5 3 b752,25747,5a752 I4 1 2 8,0 O4 3 1 a23 I5T 2 4 09,08,,98 O5T None I6T 4 2 5b9,5a93 O6T None I7T 2 2 6, O7T None
4,9
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
simons-arc-task, process 'O3' and return Flip-X
I0 5 4 84b9,8c9,84b9,8c9 O0 2 3 97,7,42 I1 4 2 a4a0,4040 O1 3 5 323,929,959,193,1a3 I2 2 1 96 O2 5 3 b752,25747,5a752 I3 1 2 8,0 O3 3 1 a23 I4T 2 4 09,08,,98 O4T None
3 1 3a2
dataset=task group=flipx_output_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, P0, unique colors that the 2 images have in common
I0 4 2 a4a0,4040 O0 3 5 323,929,959,193,1a3 I1 2 1 96 O1 5 3 b752,25747,5a752 I2 1 2 8,0 O2 3 1 a23 I3T 2 4 09,08,,98 O3T None I4T 4 2 5b9,5a93 O4T None
empty
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
simon-arc-rle-task, P6T, min of histograms
I0 2 1 96 O0 5 3 b752,25747,5a752 I1 1 2 8,0 O1 3 1 a23 I2 2 4 09,08,,98 O2 1 4 4,8,6,0 I3 4 2 5b9,5a93 O3 4 4 a456,b54,a5a4,4 I4 2 2 6, O4 4 1 2576 I5T 2 3 5,, O5T None I6T 3 2 0,010 O6T None I7T 2 1 8 O7T None
maybe
dataset=task group=pair_histogram_min image_width=small image_height=small task_pixels=a
simonarctask, P2, max histogram of the 2 images
I0 1 2 8,0 O0 3 1 a23 I1 2 4 09,08,,98 O1 1 4 4,8,6,0 I2 4 2 5b9,5a93 O2 4 4 a456,b54,a5a4,4 I3T 2 2 6, O3T None
4:9,5:6,9:5,3:1,6:1
dataset=task group=pair_histogram_max image_width=small image_height=small task_pixels=a
SIMONARCTASK, get O0 and flipx
I0 2 4 09,08,,98 O0 1 4 4,8,6,0 I1 4 2 5b9,5a93 O1 4 4 a456,b54,a5a4,4 I2 2 2 6, O2 4 1 2576 I3T 2 3 5,, O3T None I4T 3 2 0,010 O4T None I5T 2 1 8 O5T None
1 4 4,8,6,0
dataset=task group=flipx_output_by_id image_width=small image_height=small task_pixels=a
SimonsArcTask, P0, overlap of colors of the images
I0 4 2 5b9,5a93 O0 4 4 a456,b54,a5a4,4 I1 2 2 6, O1 4 1 2576 I2T 2 3 5,, O2T None I3T 3 2 0,010 O3T None
5
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
Simon-ARC-Task, return histogram of 'I0'
I0 2 2 6, O0 4 1 2576 I1 2 3 5,, O1 1 4 1,5,6, I2 3 2 0,010 O2 4 3 a484,4654,5 I3 2 1 8 O3 3 1 6a8 I4T 1 1 5 O4T None I5T 1 1 4 O5T None
6:4
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
SimonsArcRLETask, P2, color intersection
I0 2 3 5,, O0 1 4 1,5,6, I1 3 2 0,010 O1 4 3 a484,4654,5 I2 2 1 8 O2 3 1 6a8 I3 1 1 5 O3 1 3 9,, I4T 1 1 4 O4T None I5T 1 1 2 O5T None
8
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
This is simons-arc-rle-task data. FlipX I6T
I0 3 2 0,010 O0 4 3 a484,4654,5 I1 2 1 8 O1 3 1 6a8 I2 1 1 5 O2 1 3 9,, I3 1 1 4 O3 3 5 a73,a05,703,0a3,073 I4 1 1 2 O4 5 3 73784,73838,737a3 I5T 1 3 9,2, O5T None I6T 3 4 4,348,a18,a78 O6T None I7T 4 4 a5a0,0513,a1a0,6b0 O7T None
3 4 4,843,8a1,8a7
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
Simons-Arc-RLE-Task, P4T, the histograms max
I0 2 1 8 O0 3 1 6a8 I1 1 1 5 O1 1 3 9,, I2 1 1 4 O2 3 5 a73,a05,703,0a3,073 I3T 1 1 2 O3T None I4T 1 3 9,2, O4T None I5T 3 4 4,348,a18,a78 O5T None
maybe
dataset=task group=pair_histogram_max image_width=small image_height=small task_pixels=a
SIMONARCTASK, return flip-x of 'I1'
I0 1 1 5 O0 1 3 9,, I1 1 1 4 O1 3 5 a73,a05,703,0a3,073 I2 1 1 2 O2 5 3 73784,73838,737a3 I3 1 3 9,2, O3 3 3 a53,7a4,a80 I4 3 4 4,348,a18,a78 O4 3 2 6,406 I5T 4 4 a5a0,0513,a1a0,6b0 O5T None
1 1 4
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, get O3T and flipy
I0 1 1 4 O0 3 5 a73,a05,703,0a3,073 I1 1 1 2 O1 5 3 73784,73838,737a3 I2T 1 3 9,2, O2T None I3T 3 4 4,348,a18,a78 O3T None I4T 4 4 a5a0,0513,a1a0,6b0 O4T None
None
dataset=task group=flipy_output_by_id image_width=small image_height=small task_pixels=a
Process simons-arc-task P2, and return the union of colors
I0 1 1 2 O0 5 3 73784,73838,737a3 I1 1 3 9,2, O1 3 3 a53,7a4,a80 I2 3 4 4,348,a18,a78 O2 3 2 6,406 I3T 4 4 a5a0,0513,a1a0,6b0 O3T None
0,1,3,4,6,7,8
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
Simon-ARC-Task, get image I2
I0 1 3 9,2, O0 3 3 a53,7a4,a80 I1 3 4 4,348,a18,a78 O1 3 2 6,406 I2 4 4 a5a0,0513,a1a0,6b0 O2 2 3 29,76,72 I3T 4 4 7062,8052,a523,8727 O3T None I4T 4 5 7025,5704,0747,5405,4052 O4T None
4 4 a5a0,0513,a1a0,6b0
dataset=task group=extract_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, get I3 and FlipY
I0 3 4 4,348,a18,a78 O0 3 2 6,406 I1 4 4 a5a0,0513,a1a0,6b0 O1 2 3 29,76,72 I2 4 4 7062,8052,a523,8727 O2 3 3 a45,6a8,a17 I3 4 5 7025,5704,0747,5405,4052 O3 3 5 185,6a1,6,6a5,868 I4T 5 4 8,b8a3,b3a8,8 O4T None I5T 4 4 b34,3,, O5T None I6T 4 5 7310,17a3,1705,a171,1 O6T None
4 5 4052,5405,0747,5704,7025
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, P4T, add histograms of the 2 images
I0 4 4 a5a0,0513,a1a0,6b0 O0 2 3 29,76,72 I1 4 4 7062,8052,a523,8727 O1 3 3 a45,6a8,a17 I2T 4 5 7025,5704,0747,5405,4052 O2T None I3T 5 4 8,b8a3,b3a8,8 O3T None I4T 4 4 b34,3,, O4T None
maybe
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
SimonsArcRLETask, P0, sum of histograms
I0 4 4 7062,8052,a523,8727 O0 3 3 a45,6a8,a17 I1 4 5 7025,5704,0747,5405,4052 O1 3 5 185,6a1,6,6a5,868 I2T 5 4 8,b8a3,b3a8,8 O2T None I3T 4 4 b34,3,, O3T None
2:4,5:4,7:4,8:4,0:2,1:2,4:2,6:2,3:1
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
SimonsArcTask, P2, add histograms of the images
I0 4 5 7025,5704,0747,5405,4052 O0 3 5 185,6a1,6,6a5,868 I1 5 4 8,b8a3,b3a8,8 O1 5 3 4a1a3,74618,171a6 I2 4 4 b34,3,, O2 3 5 308,801,206,a30,263 I3 4 5 7310,17a3,1705,a171,1 O3 5 4 b7a4,c47,7a4a7,c47 I4 5 2 a8a25,5a865 O4 4 2 a7a4,8419 I5T 2 1 41 O5T None I6T 1 1 6 O6T None
3:19,0:4,2:2,6:2,8:2,1:1,4:1
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
This is simonarctask data. FlipY O0
I0 5 4 8,b8a3,b3a8,8 O0 5 3 4a1a3,74618,171a6 I1 4 4 b34,3,, O1 3 5 308,801,206,a30,263 I2 4 5 7310,17a3,1705,a171,1 O2 5 4 b7a4,c47,7a4a7,c47 I3 5 2 a8a25,5a865 O3 4 2 a7a4,8419 I4T 2 1 41 O4T None I5T 1 1 6 O5T None I6T 1 5 6,3,6,,7 O6T None
5 3 171a6,74618,4a1a3
dataset=task group=flipy_output_by_id image_width=small image_height=small task_pixels=a
SIMONSARCTASK, process 'I0' and return Flip-X
I0 4 4 b34,3,, O0 3 5 308,801,206,a30,263 I1 4 5 7310,17a3,1705,a171,1 O1 5 4 b7a4,c47,7a4a7,c47 I2 5 2 a8a25,5a865 O2 4 2 a7a4,8419 I3T 2 1 41 O3T None
4 4 4b3,3,,
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
This is SIMONARCTASK data. Flip-X 'I2T'
I0 4 5 7310,17a3,1705,a171,1 O0 5 4 b7a4,c47,7a4a7,c47 I1 5 2 a8a25,5a865 O1 4 2 a7a4,8419 I2T 2 1 41 O2T None I3T 1 1 6 O3T None I4T 1 5 6,3,6,,7 O4T None
2 1 14
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
simon-arc-rle-task, P2T, intersection of colors of the two images
I0 5 2 a8a25,5a865 O0 4 2 a7a4,8419 I1 2 1 41 O1 2 2 27,72 I2T 1 1 6 O2T None I3T 1 5 6,3,6,,7 O3T None I4T 5 5 8b56,a8a58,a5186,586a8,b585 O4T None
maybe
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
SIMONSARCTASK, get image 'O1'
I0 2 1 41 O0 2 2 27,72 I1 1 1 6 O1 2 5 85,62,12,92,12 I2 1 5 6,3,6,,7 O2 5 1 5c4 I3 5 5 8b56,a8a58,a5186,586a8,b585 O3 1 2 9, I4T 5 2 a9b8,9a8a2 O4T None
2 5 85,62,12,92,12
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
simons-arc-task, P1, intersection of colors of the two images
I0 1 1 6 O0 2 5 85,62,12,92,12 I1 1 5 6,3,6,,7 O1 5 1 5c4 I2T 5 5 8b56,a8a58,a5186,586a8,b585 O2T None
empty
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
This is simonarctask data. Flip-Y 'I1'
I0 1 5 6,3,6,,7 O0 5 1 5c4 I1 5 5 8b56,a8a58,a5186,586a8,b585 O1 1 2 9, I2 5 2 a9b8,9a8a2 O2 2 1 47 I3T 2 4 1,29,21,2 O3T None I4T 4 4 1,a7a1,1, O4T None I5T 4 3 16a7,2a64,a6a7 O5T None
5 5 b585,586a8,a5186,a8a58,8b56
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
simons-arc-task, get image 'O3T'
I0 5 5 8b56,a8a58,a5186,586a8,b585 O0 1 2 9, I1 5 2 a9b8,9a8a2 O1 2 1 47 I2 2 4 1,29,21,2 O2 1 4 0,3,, I3T 4 4 1,a7a1,1, O3T None
None
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
SIMONSARCTASK, return histogram of I3T
I0 5 2 a9b8,9a8a2 O0 2 1 47 I1 2 4 1,29,21,2 O1 1 4 0,3,, I2 4 4 1,a7a1,1, O2 4 5 8b9,5a98,8989,b98,a898 I3T 4 3 16a7,2a64,a6a7 O3T None
6:5,7:4,1:1,2:1,4:1
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
SIMONSARCTASK, P4T, intersection of colors of the images
I0 2 4 1,29,21,2 O0 1 4 0,3,, I1 4 4 1,a7a1,1, O1 4 5 8b9,5a98,8989,b98,a898 I2T 4 3 16a7,2a64,a6a7 O2T None I3T 3 1 8a5 O3T None I4T 1 4 8,,6,8 O4T None
maybe
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
simonarctask, get histogram for O0
I0 4 4 1,a7a1,1, O0 4 5 8b9,5a98,8989,b98,a898 I1 4 3 16a7,2a64,a6a7 O1 5 1 6c2 I2T 3 1 8a5 O2T None
9:11,8:8,5:1
dataset=task group=histogram_output_by_id image_width=small image_height=small task_pixels=a
SimonsArcTask, get image 'O1'
I0 4 3 16a7,2a64,a6a7 O0 5 1 6c2 I1 3 1 8a5 O1 1 3 7,,0 I2 1 4 8,,6,8 O2 3 5 a63,963,093,392,502 I3T 4 1 4 O3T None I4T 1 2 7,4 O4T None
1 3 7,,0
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
Simon-ARC-Task, P1, intersection of colors of the two images
I0 3 1 8a5 O0 1 3 7,,0 I1 1 4 8,,6,8 O1 3 5 a63,963,093,392,502 I2 4 1 4 O2 5 1 2b16 I3 1 2 7,4 O3 1 5 4,7,,, I4T 2 1 0 O4T None I5T 1 2 2,8 O5T None
6
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
This is SimonsArcTask data. Histogram of 'I1'
I0 1 4 8,,6,8 O0 3 5 a63,963,093,392,502 I1 4 1 4 O1 5 1 2b16 I2 1 2 7,4 O2 1 5 4,7,,, I3 2 1 0 O3 5 4 1c6,67a64,a6764,16196 I4T 1 2 2,8 O4T None I5T 2 2 28,26 O5T None I6T 2 2 6,76 O6T None
4:4
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
simons-arc-task, P0, unique colors that the 2 images have the union
I0 4 1 4 O0 5 1 2b16 I1 1 2 7,4 O1 1 5 4,7,,, I2 2 1 0 O2 5 4 1c6,67a64,a6764,16196 I3 1 2 2,8 O3 4 5 a845,9545,9425,9a45,a2a9 I4T 2 2 28,26 O4T None
1,2,4,6
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
SIMONSARCTASK, P2, max histogram of the two images
I0 1 2 7,4 O0 1 5 4,7,,, I1 2 1 0 O1 5 4 1c6,67a64,a6764,16196 I2 1 2 2,8 O2 4 5 a845,9545,9425,9a45,a2a9 I3T 2 2 28,26 O3T None
4:5,5:5,9:5,2:3,8:2
dataset=task group=pair_histogram_max image_width=small image_height=small task_pixels=a
simonarctask, P1, color intersection
I0 2 1 0 O0 5 4 1c6,67a64,a6764,16196 I1 1 2 2,8 O1 4 5 a845,9545,9425,9a45,a2a9 I2T 2 2 28,26 O2T None
2,8
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
simons-arc-task, P2, sum of histograms
I0 1 2 2,8 O0 4 5 a845,9545,9425,9a45,a2a9 I1 2 2 28,26 O1 5 5 b360,6a940,a94a9,a0470,94b9 I2 2 2 6,76 O2 5 2 1c6,0 I3T 2 3 0,, O3T None
6:7,0:5,1:1,7:1
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
Simons-Arc-RLE-Task, return O3T
I0 2 2 28,26 O0 5 5 b360,6a940,a94a9,a0470,94b9 I1 2 2 6,76 O1 5 2 1c6,0 I2 2 3 0,, O2 2 3 92,82, I3T 3 1 0 O3T None I4T 1 1 7 O4T None
None
dataset=task group=extract_output_by_id image_width=small image_height=small task_pixels=a
simonarctask, get histogram for 'I3'
I0 2 2 6,76 O0 5 2 1c6,0 I1 2 3 0,, O1 2 3 92,82, I2 3 1 0 O2 3 5 9a2,292,929,a92,9a2 I3 1 1 7 O3 5 4 8,01531,,a3189 I4 1 2 6,8 O4 4 2 2,6a85 I5T 2 1 2 O5T None I6T 1 2 4, O6T None I7T 2 5 7,,,,57 O7T None
7:1
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
SimonsArcTask, get histogram for I3T
I0 2 3 0,, O0 2 3 92,82, I1 3 1 0 O1 3 5 9a2,292,929,a92,9a2 I2 1 1 7 O2 5 4 8,01531,,a3189 I3T 1 2 6,8 O3T None I4T 2 1 2 O4T None
6:1,8:1
dataset=task group=histogram_input_by_id image_width=small image_height=small task_pixels=a
This is simon-arc-rle-task data. FlipY I6T
I0 3 1 0 O0 3 5 9a2,292,929,a92,9a2 I1 1 1 7 O1 5 4 8,01531,,a3189 I2 1 2 6,8 O2 4 2 2,6a85 I3 2 1 2 O3 2 5 63,93,73,37,39 I4T 1 2 4, O4T None I5T 2 5 7,,,,57 O5T None I6T 5 5 a0a30,06909,6b09,b070,b970 O6T None
5 5 b970,b070,6b09,06909,a0a30
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
Simon-ARC-Task, P4T, intersection of colors of the two images
I0 1 1 7 O0 5 4 8,01531,,a3189 I1 1 2 6,8 O1 4 2 2,6a85 I2 2 1 2 O2 2 5 63,93,73,37,39 I3 1 2 4, O3 5 2 8c5,5a858 I4T 2 5 7,,,,57 O4T None I5T 5 5 a0a30,06909,6b09,b070,b970 O5T None
maybe
dataset=task group=pair_histogram_intersection_colors image_width=small image_height=small task_pixels=a
This is SIMONARCTASK data. FlipX I0
I0 1 2 6,8 O0 4 2 2,6a85 I1 2 1 2 O1 2 5 63,93,73,37,39 I2 1 2 4, O2 5 2 8c5,5a858 I3 2 5 7,,,,57 O3 2 5 5,,,, I4T 5 5 a0a30,06909,6b09,b070,b970 O4T None
1 2 6,8
dataset=task group=flipx_input_by_id image_width=small image_height=small task_pixels=a
simons-arc-task, get I2T and flipy
I0 2 1 2 O0 2 5 63,93,73,37,39 I1 1 2 4, O1 5 2 8c5,5a858 I2T 2 5 7,,,,57 O2T None
2 5 57,7,,,
dataset=task group=flipy_input_by_id image_width=small image_height=small task_pixels=a
This is SIMONARCTASK data. Histogram of 'O3T'
I0 1 2 4, O0 5 2 8c5,5a858 I1 2 5 7,,,,57 O1 2 5 5,,,, I2 5 5 a0a30,06909,6b09,b070,b970 O2 5 5 2a947,29a47,92497,494a9,94b9 I3T 5 2 3, O3T None
None
dataset=task group=histogram_output_by_id image_width=small image_height=small task_pixels=a
Simon-ARC-Task, get image 'I2T'
I0 2 5 7,,,,57 O0 2 5 5,,,, I1 5 5 a0a30,06909,6b09,b070,b970 O1 5 5 2a947,29a47,92497,494a9,94b9 I2T 5 2 3, O2T None I3T 2 1 6 O3T None
5 2 3,
dataset=task group=extract_input_by_id image_width=small image_height=small task_pixels=a
SIMONSARCTASK, get histogram for O0
I0 5 5 a0a30,06909,6b09,b070,b970 O0 5 5 2a947,29a47,92497,494a9,94b9 I1 5 2 3, O1 5 1 5c7 I2 2 1 6 O2 1 3 8,2, I3 1 1 0 O3 3 1 0 I4T 1 4 7,3,, O4T None
9:12,4:7,2:3,7:3
dataset=task group=histogram_output_by_id image_width=small image_height=small task_pixels=a
This is SIMONARCTASK data. Extract I0
I0 5 2 3, O0 5 1 5c7 I1 2 1 6 O1 1 3 8,2, I2T 1 1 0 O2T None I3T 1 4 7,3,, O3T None I4T 4 1 a9a3 O4T None
5 2 3,
dataset=task group=extract_input_by_id image_width=small image_height=small task_pixels=a
Simon-ARC-Task, process 'O1' and return histogram
I0 2 1 6 O0 1 3 8,2, I1 1 1 0 O1 3 1 0 I2T 1 4 7,3,, O2T None I3T 4 1 a9a3 O3T None
0:3
dataset=task group=histogram_output_by_id image_width=small image_height=small task_pixels=a
SIMONSARCTASK, P1, add histograms of the two images
I0 1 1 0 O0 3 1 0 I1 1 4 7,3,, O1 1 1 5 I2 4 1 a9a3 O2 1 5 8,,,,9 I3 1 4 5,,, O3 5 5 1,,,, I4T 4 5 1b0,1071,a710,07a1,b10 O4T None
3:3,5:1,7:1
dataset=task group=pair_histogram_add image_width=small image_height=small task_pixels=a
simon-arc-rle-task, P3T, union of colors of the 2 images
I0 1 4 7,3,, O0 1 1 5 I1 4 1 a9a3 O1 1 5 8,,,,9 I2T 1 4 5,,, O2T None I3T 4 5 1b0,1071,a710,07a1,b10 O3T None I4T 5 5 a6a46,64b6,0a674,4b64,b6a4 O4T None
maybe
dataset=task group=pair_histogram_union_colors image_width=small image_height=small task_pixels=a
End of preview. Expand in Data Studio

Version 1

Have dataset items that are somewhat evenly of each type. The LLM validation loss went down and then continue to rise afterwards, so I guess the complexity of the dataset was too high. The image sizes are between 1 and 10 pixels.

Version 2

Here the majority of dataset items are histograms. Smaller images. Here the image sizes are between 1 and 5 pixels. Let's see if the LLM does better on this one.

Version 3

Focus on pair comparisons finding color intersection and color union.

Version 4

image size 3-10. This converged slowly. I suspect the bigger image size was too optimistic. Next time try with a smaller image size.

Version 5

image size 3-8. Added pair_histogram_add, pair_histogram_max, pair_histogram_min. This converged slowly. I suspect the big image size is still too optimistic. Next time try with an even smaller image size.

Version 6

I'm trying even smaller images.

image width 1-5, this is what it has been trained on in the past.

image height 3-8, this is slightly bigger than what it has been trained on.

This did the LLM make sense of quite fast. Next I'm goint to try with a wider image.

Version 7

image width 3-8, this is slightly bigger than what it has been trained on, and something that the model has struggled learning.

image height 1-5, this is what it has been trained on in the past.

Version 8

image size 1-8.

I have been training on image pairs, so the model is now somewhat ok at making sense on image pairs. So I hope it will be better at processing tasks, since a task is a list of image pairs.

Version 9

image size 1-10.

same weight to all transformations.

Making use of TaskFormatterRLECompact` for the first time. Oh, the number of tokens per row is too high. I'm going to use smaller images.

Version 10

image size 1-5.

same weight to all transformations.

Making use of TaskFormatterRLECompact`.

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