instruction stringclasses 180
values | input stringlengths 5 872 | output stringlengths 5 889 | benchmark stringclasses 18
values |
|---|---|---|---|
Rotate counterclockwise SIMONSARCIMAGE | 12 22 78b7a879897,78a9898989a8,a879a8a97a97,78789e87,8a9g89,a8989a8a9a87,7a8797a8b78,8a7a8a978978,a878989a8a98,879897878697,9a898a7876a8,a89789a764a9,898969a764a8,8989867864a8,787b8a67478,b879a86a9a8,a897a87a9897,a89c8a9a78,98a9b89b87,78979a8989a7,8c987c87,a8c7a87878 | 22 12 78a797b8789c878b78,989b8a7a989a878978787,8a9b87a9a6c498789a8,987a897b87b67b9b87,7a9a8987878a78a6c9a8,a89c8a98c7687b878,89c8798a7a96f87,7a898a98a9a86a89b8a97,7a9b87b897a98a789797,79a7a98a7989a878d97,c89a8787a8a9e898,a787a87b89b87b897a8 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
Process SIMONSARCIMAGE and return the counter clock wise rotated | 24 12 98c98k93a4a9,8a98h989b3a4b98,e98c9c3b48d9,8c989c389a418c9898,a89c3b9a54a189c8989,b3c9b5a91b9a8b9a89,8a989a5b9a1k9,a9b5b9a1a9898e98a9,a5d918d98g98,98a98a1d98d989b89,i98l9,c9a8a9898e98b98a9 | 12 24 9898c98b9,c9a8b98a9,4a9898989898,4b98c98a9,34a98f9,94898c98a9,9349a8d98,934898e9,93418f9,a9341a9a8b9,98341f9,a939419898a9,a938591d9,b93591b9a8,b939591c9,b9395918a98,b9395a91b9,8989395a91a9,b98395a9198,c93a959898,98a93985c9,d9395c9,8b983a958a9,989a83895b9 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=medium |
Process simons-arc-image and return the counter clock wise rotated | 28 21 59a59c5159i5195959,9b595a9b59c595959c5159,c59c59a5a9c51951a9c5,5b9a59d59a595a9b5d95,9a5b1b59b5a95a9a519c595,b5b9c515b9595a959b5959,5959595a9b59a519b595859b5,5959a595159a59a5b959689a595,a59b5c959e59a6859a595,9c595159c5a9596a58a59b5,a5a9a5395a959a595619895b9a5,a9a5b9a3595c9651589c515,5159a51a93a5a9a6a5a985a9a595,95c9c53a96b5198b5a9a59,9f5a95a3b59a58a9c595,9c519595a693c981a9c5a9,95951a5a96a5953b58a59595959,b59b596a7a595a38b595a9a59,d5959151e7351a9d59,a59595a9a5b9c5b79d591,959515c9b591595a9c5a919 | 21 28 a9b59f595c919,b5a9a5a9a5195a9b591,915959c59d59b59,b59a59a5a9a59b59a59,95a9b5a9595a9a5a9b5,15a9a5a8c59g5,a515a956a8a9a5d9a5,59a515a965b85a9a5a95,a59a59a565959a81a5179,5919595a96a1a95a8a579,b5a9a59596a515958375,59a5c9b56a5a953759,b59a51a5b96a59537a5,c5a9b59596a5935751,a595a959b5a965359759,a5a95a9b5c93a95795,a9e59c5936a5795,d5159a5a9535657195,15959b5b95359567a59,e5919a5395b96159,59c59591939b5d9,5959b5a95391a59b5a9,c51a9a59595951a59a5,b9519d5959a51a591,b591b9a595a9b59b5,b59c5959a59a59a5a9,9a59a5a9b591g5,59a59c59595c9b59 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=large |
Process Simon-ARC-RLE-Image and return the clockwise rotated | 10 21 7,,h70,,,g702,,,,f7072,,f7074,f70a9,c7c947,7b9a70747,a76b70747,b76a70747,c76074a7,d7674a7,f74a7,7 | 21 10 7,e79m7,d769m7,c7679m7,b76b79l7,a760b79l7,c7b09l7,7b4b79c0h7,c7c49b7c0d7,g794e2b0a7 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
rotate CW SimonsRLEImage | 3 30 6,,,,,,,,,a61,,,,617,,,,,217,,,617,,,,,,a67,,6 | 30 3 h6b2q6,b6m1l6,6o7c1h6 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
Rotate CounterClockwise SIMONSARCRLEIMAGE | 29 8 4343b42a42a43242b42g4,3b9f5d42c4a343c4,2b4d942j5d424,24343c4e9a42j4,2434a2b4a2a4a3d9a434242a4,42b4324b2f423d9a4a2,4a2423b43a42g42a42a924,3f4a234243b4a242d424 | 8 29 d42a4,a42a4b2,c42494,e494,43a42924,d49a4,43a439a4,435a49a2,245a49a4,a4549342,a4549242,a4529b4,a2549b4,a4549b4,24593a43,34593b4,a459a4a2,a459c4,2529a243,4549a232,459a4242,259d4,459a42a4,45942a34,45932424,39e4,494a3424,39b4a24,43b2a43 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=small |
process Simons-ARC-RLE-Image and return the ccw rotated | 9 27 a5a4a5b4,1d5b4,a54b5a45,d51b5,a51b51a5,4a5154145,c5a4545,b5a4a515,c51c5,a541d5,5454b541,d5b45,f5a1,4a5454a51,51b54545,451c515,c51c5,a51454545,54a51a515,c5415a4,e54a5,b51b545,f515,1a51d5,a54b5b4,51a51b51,b5151515 | 27 9 a4g515a1d54c5415,b4a5a41a5a4154154145415451,b45a1d54g54b54a5,b515a4c545a4a5451e51,e5a41f51514d515,4c5154514a54b54b5151a51,45451c54d5151e54a5,i54b51b54e515,51b54f5454f51b5 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=large |
cw rotate SIMONARCRLEIMAGE | 14 28 a24c28b2824,a8f24c2,8524a2a8a28252,a254258c28a2,a2a45c248282,b25a2528b282,c28h2,28424258c282,b25a25c28a2,e25b8a282,e25b48b2,24b245428c2,524a2a528252a8,82528a5a28a282,4a24a5e284,4a28252828a4a2,28242545a28b2,4b28524e2,245a2524e2,25b252525a848,c258c24a25,4b25d284a2,c25828242828,8b25a28a28b2,428458248a24a2,2b8c2a42a82,2524d28a284,5g28b28 | 28 14 5a24824b242a485h2a82,258d25428c24b28c2582,a2a8d25c254c24a245a24,2484f2484d25a25b4a2,b2d5a28a258d24825c2,b282828g54f25b2,j24a2f5252a8a2,b24a8a25a458b2a4828c2828,a248j28248b28d2,a84a24a25b28282848c24a242,c282848a284a2528d2828a2,a28428428b24e28c28a28,2a8d24c2b8a28282a825a2,84b28258c2428j24 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
Process SIMONARCIMAGE and return the counter clock wise rotated | 11 2 b96d2a7,a4525c0a9 | 2 11 79,,20,,,,25,62,95,94, | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=small |
Rotate ccw SIMONARCRLEIMAGE | 19 26 a73g73e73,a7373e73a73a737,373e73a73c737,d7b3c73e7,a3a7a3g73a737,73c737a373a73b73,3c7a3e7373737,c3i73c7,37b3a73a737373a737,3c737b373b7a3a7,a7a373b7c3a73a73,3b73b7b3c73b7,3b7373h7373,73e73e73737,h7a3a7c3a7,j73b737a3,73l73737,a3a7373737a3a73c7,b7373d7a3b73a7,d3a73c73e7,7a373a737a3d7a37,373b73a73f737,c7a3a7a373b73b7,e7a3e7a3b7,3d73a73a73e7,a7a37a3d73d73 | 26 19 3c73c7373a73h73,7a3737373c737a3b7a3c7,h73a7373b7373d7,e73a7b37c3d7a3a7,73a7a37a3d73a73d73a7,e73f73j7,a7a3c7373f7a3c7a3,a3b73b7a3c737a3b73b7,g737a3a73a73a73d7,a73a73b7b3a73d7b3737,d73b737373b73c73b7,b73c7a3h7a3a73a7,b737a3d73c73b737b3,b7a373a7a3f73b73a73,73a73b73a7a3c737a373b7,f7a373f7a3d73,b3c7a373g7b3b73,c7a373d73a7a37a3d7,a73737c37a3c737373a737 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
Rotate CounterClockwise SimonsArcRleImage | 22 8 9c79a7c9a79791a9a7,a7c9b797b97a19a797,b7a979b7a09a1979b79,7b979d7a1a0e79,a97979c71c7a079b7,9a79c7j29a7,97a97b97a9a7b9a79a79,797a97979f7a9c7 | 8 22 a7a9a797,79e7,9c79a7,9b79297,1a9a7279,91a70279,71970297,97107297,79107297,7a9172a7,a90172a7,97071297,a9b7297,9c7279,e797,a79b7a9,a97a9797,7a9c79,7f9,7979a797,b7a9a79,9b7b97 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=small |
CCW rotate SIMONARCRLEIMAGE | 15 29 2,,,,,,,,i24c2,j24b2,,k24a2,l242,,m24,2,,,,,,,,,,,,, | 29 15 m24m2,k2a4n2,j24p2,h2a4q2,g24s2,2,,,,,,,,, | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
Rotate counterclockwise SIMONARCIMAGE | 8 4 b49b69,b9a8696,a9869b6,6d9a6 | 4 8 9b6,69a6,b69,68a9,9869,4989,4b9,4a96 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=small |
Rotate cw SIMONARCRLEIMAGE | 17 29 d95a95b98b98,9595d95f9,9a5m9,69a59a56c95a959,58a9a589659568595,9b589b5g9,b9658d92c98,a9a58c9828598a9,5869585b92b9898,a9a5956a9295d9,595a96b92a989858,b9859592b96a989,96b5a9526b959a5,95a989i09,a98989a2a9895b95,a98b92b98e9,a5958a98595689a89,b9a5a96d96b9,a8f9596d9,5a9695b95a98a598,c9895a9595b959,5a6965b95c9698,9a58a959a59659689,a95c989585a9596,95a89b5b95895a9,a956a95a95689a589,a985a956859898b9,a9595b958b9b59,a965e95b98a9 | 29 17 f9595895d9595b956b9,c95956a9895a956b98a9589a59,65858a56d9a8959a565959a5a9,5956898a969a5b95895956595959,95d968a9589a8a5a958585c9,c95a9595g9658989a5a95,a9b59595c9a2095965a9585b9,a96958d9689205e9596b9,958b95d95a90a2d956b95,98a59e5c9069a298a95a959,5a9698e95a80c9a2f9,a9a8a56959696a90b9598295c9,c9895a98a98950968a95a965a98,9585d9596b905f98c9,859b5a695a98a90a989a8a95c9,9598a9895b98a90585e95b9,d969898c959598989895b98 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
rotate CCW SIMONARCIMAGE | 12 5 02b72c0a2,2e0202a7,020b2b07a0,a202a0a20b2,2a0a202b0a2 | 5 12 270a2,,02720,0,02020,b0a2,202a0,70202,70b2,7c0,20a20,020a2 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=small |
Rotate clockwise SimonsArcRleImage | 16 19 597907a9070a5979,09k2a3,0a50570907c3a9,97a0707b30a9505,795c3a790a97a9,013a90b950d9,51959090b909790,519a79059a579b5,9170a7909a7b9a7,51b709a0a709a09,59a7595909507a95,9590a959a0a59095,c90b9709a7597,9a7c9a7a0590a7,97595a90a9a090a9,907a97597a909097,09505a05a97595a7,5957a97075a97950,0790a95b9795909 | 19 16 050d9a59a5079a05,7a90a7959d1975a9,9a5757a9b7a9350527,070c90a707593a029,a95959095b7a937520,a907d9079a030727,5705b9a5a90a937029,905907b9a050973929,97979a7b0c973020,95b9b09a759593727,7979a09a5a759b0320,a95a0575a0970b9325,57c9797f9325,a95b05090957975329,057a97b9075b90937,90a79a7a59750a95939 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=medium |
ccw rotate Simons-ARC-RLE-Image | 22 15 72b7a92b797297592979,a7597597279c79a7a8a9,25a729a2a9797d8c9,a7519729d857929b72,7978a1a8c79a7a952759,b8797139792a797b97a9,959a795a1397a979797b9,79a5a9b71a3a79797b29,72a7592729a125729a7a95,979795795a791a79d79,5d7a5a79a7a1c9797,97b9b75e71b7a97,72c727959c7979b79,f72a7a5a72b79792,c797c9a757a9a27979 | 15 22 b92c959a7929,7a975a9297a9797,989b7929a79a79,28972972a79a797,97895a9b797972,5782a97a979b72,798a97972a91979,978a7979a71a729,2785a797571c7,b78979721c75,9798727319b757,79787a931797957,a798a7319b7579,729879172575979,2729831a795a729,a9a281572757279,959717b95d7,a72919795979a79,79718a75b79b7,757578957979b7,275798592b72a7,a72a789a7959b7 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=medium |
Rotate counterclockwise simons-arc-image | 29 5 b9m1k9,9,,, | 5 29 9,,,,,,,,,,,,1c9,,,,,,,,,,,,,,9,, | dataset=image_deserialize group=rotate_ccw image_width=large image_height=small |
rotate CW SIMONSARCRLEIMAGE | 4 18 8,,,,,,,,,,,,,,,,, | 18 4 8,,, | dataset=image_deserialize group=rotate_cw image_width=small image_height=medium |
Rotate counter-clock-wise SIMONSARCRLEIMAGE | 30 11 03870b707a0a70d70a707a0a70,07a3b87a0707070f70b7a07,a0a7370b8b7a07a0c7a070a707,d7a3707b870b70b7070a70a7,a070a70370a70c870a7070a707a0,a0b70a7a3a7d0b8a70a70c7,d707b03a70d70b8707a070,70f7a0a3a070a707a0c8b7,70a7070b7a073b07a0c7070a80,0c70a70d7a30b707070d7,0c70a707a070a73b070f70 | 11 30 0b70707070,7a070b78a7,7070a7078a7,0b707080a7,070a7078b7,b70a708a07,b070a78b7,a7a07080707,c70780a70,0d78a707,d78b070,b7a08a7070,a70a78c70,a707807b03,70a780a7037,07a0807a037,7a078b0370,b78a073b7,a078b73070,0a78a73a070,708703a0b7,a080730a7a0,a787370c7,78030b70a7,78737a0a7a0,083d70a7,73a70e7,83h7,3707a07a0a7,b07a0b7a0 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=medium |
Process SimonsArcRleImage and return the clockwise rotated | 23 2 5e4k7b45,n9f25 | 2 23 95,94,,,,,,97,,,,,,,,27,,,,24,,,5 | dataset=image_deserialize group=rotate_cw image_width=large image_height=small |
Rotate cw simons-arc-image | 20 3 a92a92929d29a2a59,d929a2c92929295,b92929c2a9b29b2 | 3 20 9,,a92,2a9,9,2,9,2,a29,292,,a92,,2,2a9,2,a92,a25,295,259 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=small |
rotate CW Simon-ARC-RLE-Image | 22 13 1,,,,,f12f1a7d1,f12e17f1,f12c1a7g1,g121a7c1b6b1,g127a1c6e1,f172b6i1,e176m1,1 | 13 22 1,,,,,,17j1,167a1b2d1,a1b2g1,a167h1,a1617g1,,b1617f1,,b16a17e1,b16b17d1,c16a17d1,c16g1,,1,, | dataset=image_deserialize group=rotate_cw image_width=large image_height=medium |
rotate CCW SIMONARCRLEIMAGE | 6 22 59b51,b5915,c515,a54195,a52b5,a52a54,542595,542b5,852a59,892b5,852509,8a5209,8a5290,859210,8912a5,586295,986295,969295,565245,5654a9,96b54,59c5 | 22 6 1c54a595a9a0d5945,5a19a59b5a0915b949a5,5951f5g24a5,b54f2a591a69c5,9d5a459c59a8c69,g5f85a9a595 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=large |
Rotate clockwise SIMONARCIMAGE | 8 29 1,,d1212,1,,f12,2f1,1,b12c1,f12,1,c12a12,b12c1,2135c1,2135a121,a123c1,b13c1,1253c1,a1513a12,a1513a16,a1513159,,a1521519,a15a1591,a1515391,15a15391,15121491,151a4191,2a4d1 | 29 8 2l1a2e12e1,4b5f12p1,4b1g512a3l1,142b12c1b3a52b12g1,141a5a1c3e12j1,a14a3a5r12a1,1d91a5d12m1,e1b962e1212b12a12a1 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
rotate CW SIMONSARCIMAGE | 17 8 97989797a97a1c9,8c98a97a98b919,91h981c9,7b9797a919a1c9,a9a1a918b91a91a9,f98a0d1a9,891d0d9a191,b01d91e98 | 8 17 08a97989,0c9197,0191c9,1091b98,90a97b9,90c987,90917b9,90a8b97,a90b979,19091b9,a91c97,a9b1a81,a919a191,9a1d9,9b1c9,e919,81e9 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=small |
Rotate clock-wise SimonsArcRleImage | 30 9 9,j98q9,i949a8o9,i94b98n9,h94s9,,g94t9,,9 | 9 30 9,,,,,,,,9a4e9,b9a4c9,d9a4a9,f989,e98a9,,d98b9,9,,,,,,,,,,,,,, | dataset=image_deserialize group=rotate_cw image_width=large image_height=small |
Rotate Clockwise SimonsRLEImage | 19 19 6,,,,,b68n6,c68m6,,d68l6,e68k6,d648k6,e648j6,f64j6,g64i6,g648h6,h64h6,i64g6,6, | 19 19 6,,,l68d6,j6a8e6,g6468g6,f64a8h6,e648j6,c6a4l6,b648m6,a64o6,6,,,,,,, | dataset=image_deserialize group=rotate_cw image_width=medium image_height=medium |
Rotate ccw SimonsArcRleImage | 6 22 6796a7,a7a6a7,876a79,8716a7,98a673,781637,787371,981376,763676,b7697,578b7,7a57a6,7375a7,7938a7,b7367,b7387,c631,71a747,a7a6a7,97a676,c717,7 | 22 6 a797371a6a76c71a76a7,d73b7976a76834a717,a67b6a3a6a758a367a6a7,9a616171378573a767a6a7,c7c86a7539a761c7,67a89a79a75d76a79a7 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=large |
Rotate counter-clock-wise SIMONSARCRLEIMAGE | 30 14 4503a05a3a04b0b4a03404540454,404030453a0403f4c0a4340,a43a05d403a434540305c4040,04a5a0d4a054b04a5403a40435,40b40a45c45a4504043b405450,3040a40505a0a4a05a0405a4304045,43b4a0345b43a405a40b45a4a05,4a0b4354a04a03b434045a040404,a4a03b504b0a5a4345a4a0b4030,4504043430a3a45a4c03a5a4a034,3b04303b4a054304a0a35c4050,3540b43040b4a3404a0c404040,0b4a54a0b43c04040a4040a4a0,b4040a404043a4a03b0a40a4a034 | 14 30 4a050a5404b04,5a4354a0a35403,430a4a04c040,0a405a4040b40,c4a0d4a04,50b4350e4,4043b4a05a4a0,a050b450a5b4,4a0435b4a3b4,34354b0403b0,04050b45b040,0c40434a04a0,a45b054304043,b40a50b404a0,a43040c4a3a0,0c4043a54304,034a5430545404,a030b4a0404a3,a4a040a4030b4,a0b404a034040,a0b4a5040c4,a3a450a4034b0,35b453a54a304,5c4a03530b4,a05a0404543450,03a0c430a454,3a0540a404a040,0435b4c0b4,50a4a0304505a4,b4043c4a304 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=medium |
Rotate clockwise SIMONARCRLEIMAGE | 25 20 a3d7a6a737167376b7617,i71a7371b6736b7,71b71761b7a176a76c736,1b713a7636a131a731e7,7a1a7171b76d71a7a1617,a76a1b717a17671c71c7,b7371737376a717171767371,7a3c7673a7671713b71b7,a7613a71a73713h763,c71a7171c73f7131,1671d71b70c73c737,6a7171763b750a1e7316,k7570a737373b7,716717a17315a70a717637a21,16b731a73571a70a7a232a73,e71a7513a120a273767a1,31f75c213013b61a7,16e752c717013171b7,6a7173a16c713a73d736,76717367a373636i7 | 20 25 761371a761e71a73,6761761a76a73a717173,e76c763761c7,a1e7a171731d7,e71b713a7171b7,a3b73a71c717131a7,61a7b1l7,71c71767a163717676,365d73d7176176,372a5a3a7a17a3a73b7,b72151c73a7176717,3a72375e76161a73,6a72a17a5a716b7a1a7,31721b7a073a7673131,63a127a01737a1a71a76,b73a0a71d71a7617,a7a02f7a1c763,73a12713c73a713767,a7a372b73b71a71b6,a7163263k7,b767a3e76a1a737,a71a6273c71a71a767,b71a727371a7376b76,73a717271a36b717371,76a71317671371b76a7 | dataset=image_deserialize group=rotate_cw image_width=large image_height=medium |
Rotate clock-wise SimonsArcRleImage | 8 1 81a3b13 | 1 8 8,1,3,,1,,,3 | dataset=image_deserialize group=rotate_cw image_width=small image_height=small |
Process Simons-ARC-Image and return the clockwise rotated | 15 27 79c797c9a79,97e9f7,b9b7b97d9,j9b79,b797b9b79b7,9a7a9798b9a797,d97983b9a79,7a91a9083a79797,7a971b983797a9,797a910783a7a97,97a97017873a797,b9a70918937a97,979706a91893979,797906a97173b9,c90a9b79a4a7,a7906c9a4b79,79706a7a4797979,b709a4b979797,790a4b79b7b9,7906d9a7a9a7,a76b79c79b7,a96c97a97a979,a96c797a9a797,a76a979a7979b7,76b7a9e797,769a797a97b9a7,a797c9a797b9 | 27 15 c7a9e797b9b7a97b97,7a67a97a9797a9797c9a7a979,a97c6a0a7a97b97b9a7b97,b7979764b0a9a7a971c9797,9a79797949a6b0a791b979797,b9a7979747a9a6a01a9a7a9797,97a97b9747d91090f9,a9a79a7979497a91a79b8c97,79b797b949a71c8a397a979,b7b9b797471897a37a979a79,a9a79d794979a3b7a97a979,79797b979a74a3b7b9797979,a9b797a97974b979e79a7,97979b7a9b797d979a79a7,9c79a797a97a9b7979a7a979 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
Rotate clock-wise simons-arc-image | 22 20 a4c9494h94b9,b949494k9a4,94g94d94a9494,a94b949a4h94a9,a9494f9a494b94a9,a2a94949a4d9a49a094,94a20b94a80b94a0c9,c92c894904a0c9a4,a94949a2b09a09d4a9,4f9a2a7a0c9b49,9a4c9b7a249b0494a9,a4949a7649492a904b0a9,b94b9a5a4a94a90949a0,a94d94a5d9094b9,e9a49a4a5a9490c9,94949a4949b4a5a940949,b4f9d4a5940a9,c94a94a94a94b9a50a9,4c9a49a49494a94a9a54,4j9a4949a4a95 | 20 22 a494c9494b92c94,b9a4b9a4b942a9494,b94a94a9494929a4b9,c94a9a4c92c949,a94g9420a4c9,94a94b97b98d949,94a9a4a97a9289494a94,a94a949567928d949,94a9494547208a494a94,94b9454972098494b9,a9c45a427048b94a9,949a45b927a90e9,4a9a45a924b0a94c9,c45a94a9a04a94c9,b945c90a90f9,4a9594a9a0940b4c9,9495a9a04094904a94a9,495940a9049490e9,495409a409a4a90c94,95a0c90b4a90b4a9,95a94a90a9494d949,54d90c9494a9a49 | dataset=image_deserialize group=rotate_cw image_width=large image_height=medium |
rotate CW SimonsArcRleImage | 14 14 4d26b24642,b62b624b232,a3b26b272a32,62a3626a272a36,a264a362673236,b24a2a3672432,2624a642374236,d2a62476432,a626c4b6232,2b4h16,a26a23a2646262,2a6a2326e2,26a232a6b2642,4c62626a2624 | 14 14 4c26c26364,b624626b2362,62a64c263262,6b2462b43b2,63a21426236262,a2a314a6232a62,a6a214643a62a6,2a6214a23d2,6a261643a6a242,b2416e7a2,b261a6423b24,a6a2124242a326,24261g34,4b26a262a6b2 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=medium |
Rotate cw SIMONSARCRLEIMAGE | 5 18 b636,,,,,,,,,,,6,,a60a6,6,,, | 18 5 6,,c60l6,f6j3,6 | dataset=image_deserialize group=rotate_cw image_width=small image_height=medium |
Rotate clockwise Simon-ARC-RLE-Image | 20 13 1,,,,,c1a0m1,a1a0o1,10q1,1,,,, | 13 20 1,d10f1,e10e1,,f10d1,,1,,,,,,,,,,,,, | dataset=image_deserialize group=rotate_cw image_width=medium image_height=medium |
cw rotate Simon-ARC-RLE-Image | 30 16 064z0,b0a46e06b06a06i0,d0a4e06a06l0,e0b4f06d06c06a0,06c02c4a060a6b0a6g0,06c02a040a4k0a1b0,e02b04a04h0a603b0,06c02c0a46a4a060b6063a060,a06a0206d04a0a4a6d036b0,d02g04b6a46a0603b06,d02e0b6a4b0a4b03c0,d02c0a6d04c0a43b060,b06020b6f064d03d0,c0626b06g0a4g06,606q04a06d0,c06f06a06g06d0 | 16 30 06m0,g060a6b06,06d06f04,b06i040,606j040,a0e2d0460,a06d0c2a4a0,b06b06b0a4b0,b06f0a4b0,b06e0a4c0,a0606c0404c0,c06b0404d0,6c06a0404b060,d0604640606a0,d06404f0,6c04604a06c0,d0464b0c60,b064064g0,b04a04a6f0,a04b046e060,a04a04606a06c0,04b04a06a06c0,c04b06b06b0,c0406a06e0,a60a3b0a6e0,d0c301d0,f06031d0,k06b0,c06b06f0,a06b06h0 | dataset=image_deserialize group=rotate_cw image_width=large image_height=medium |
process SIMONSARCRLEIMAGE and return the cw rotated | 18 21 058a070a7b05c07,c07a05f08a0,a08507070708075830,0508b050580a5a630,c05a0707a50603a0,70a575a05a0a6a73a0,d05b0568a03a08,5d0850e60a7,a0f6b0863075,b0a506a05a063a080,57a06a5a070603b07,5a06a0c5063d0,c5b0750603c05,b0a58b0653a07a58,070a5b065057d0,5d08f69157,08a07a08a0708a01a0,05d057c0c50,h0805a075a0,07058b07a07b0507,d05080a507057a0 | 21 18 d05a0b5a0507d0,07058070507e05a05,g05b06a05a0808,05c0b56056a05085a0,08a070a5a0656a075a070,5e08a05060a5a0707,d08b0a5a68f0,8a0586a075a065a075757,07070a60a5a06a05c07,508a065605750650757a0,5b076056c0a6058b0,075a06530a6a0686508a0,7b08670a306860605a05,b0506c0a3a607657a0,50750907c03637065a0,7b5a105f0a36a80,b050505b08a7b0a3a0,07b07085070578d07 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
Rotate clock-wise SIMONSARCRLEIMAGE | 9 12 7,b73d7,b743c7,b7437407,b7a43707,b74a70a7,c7b5a7,a7a540b7,c740b7,c748b7,,d78b7 | 12 9 7,,c75f7,c757c437,7c4574a3a7,b8a0573c7,d75074b7,f7a0b7,7 | dataset=image_deserialize group=rotate_cw image_width=small image_height=medium |
Process SimonsRLEImage and return the counter clock wise rotated | 17 7 a3a07d39d35,a9397a3a735395b3,5d375d35b3,5373a7a3a5e35,b37595d35c3,f3a5c39393,3a5c35e3a93 | 7 17 5a35b3,d3a9,e39,3a5a393,39a35a3,3,95d3,b35b3,3735353,375a3a5,a3735a3,b379a3,a7375a3,09a37a3,0a37a35,39c35,39a5b3 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=small |
Rotate ccw SIMONSARCRLEIMAGE | 6 24 a81b8,081286,a612a8,a81286,a87268,a07286,807a20,687128,807128,a87128,6701a8,876128,878620,07a620,876020,67a686,7680a8,7a6868,70a6a0,0b808,a86808,86a860,8b086,806068 | 24 6 8686860d8b06a80a8068,c868c28c2a86b0686,8e2d1a606086b8a0,c1e7068b68a686806,a86a8a0808e7a60a86a0,806a8086a86a8086b70c8 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=large |
cw rotate Simons-ARC-RLE-Image | 6 24 048b4,04a0a4,b0b4,0804a0,b4040,040a40,4a8484,424048,020408,a02404,a42b4,402a48,4a02a4,404204,4b040,a40a40,8a0408,4a0a48,040480,404048,80a404,040404,b4084,40b40 | 24 6 a4084048e4a0a404c0,0a4a04a04c040a28a480a4,a40a4d040b204804b08,40a40c40a2c40a40a404,48a04840a40b4a048a40b4,0b480a8a0a48a4a84b0b4 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
Process SimonsArcRleImage and return the clockwise rotated | 8 6 4,a42d4,4245c4,2b45b4,4a245b4,4a7275a4 | 6 8 a42b4,7242a4,72a424,2a45a4,7a5b4,5d4,4, | dataset=image_deserialize group=rotate_cw image_width=small image_height=small |
Rotate cw Simons-ARC-Image | 1 24 9,,,,,,,,1,,,5,,,,,,,,,,,3, | 24 1 a3j5b1g9 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
Process SIMONSARCRLEIMAGE and return the counter clock wise rotated | 22 11 36b36a31b30a3b61603,b31636016d3a60a360,b31a363630a31d3131,36a36d31d36a3a63,0d36e34a3136163,310b3a631a384036d3,3d236131834a636a363,a361a3c28a63431b3a1,b3b6a3a0b364a3610a3,3136b36a36b34031c3,a30b36a3031a316c3a6 | 11 22 301c31a36,063a6361a36,63161b30a3,1b36b31a3,60c363613,a6361631b3,a6c36a306,d306b41,a313b436a3,0c3836b3,e386a31,a301a318363,36b3132030,a16b3120a3,30b3a62363,3a63a632a36,6d3236a3,3636a3236a3,3a1b321a63,d3026a30,6a36312a313,c30e3 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=medium |
CW rotate simons-arc-image | 26 12 h42a47284a7a42842a4,a8e48728f42b47a4,4a7842a47d47e4842a4,a4828a47a487848e4a78a4,7482482b427b47b47b4742,4a848b4a87a4a8287g4,a42a47a248b47b48248b487,a48a424d948724874a84a24,24b274b847e4848a48a4,748b42a4742b4a8b42c47,8a48b478424a8a42a4a7a42a4,242a48h47e4a8a4 | 12 26 2872b47a484,e48a4784,248282b87a4,4842b4a28a4,b42a4848b4,8a47274842a4,a42a4242c4,474892a47b4,4848948a4784,a4789a8b472,42a494728424,a4279a4a7484,48e48a47,48a4878c42,c474848748,74842427c4,428b48c47,c4a87c47,b4872e4,47d47a424,472b8d42,c48b47848,8f47b4,82482a478272,c428e4,a47a4742c4 | dataset=image_deserialize group=rotate_cw image_width=large image_height=medium |
Rotate CounterClockwise SIMONARCIMAGE | 4 11 6,,a616,,,a6a1,,b61,a641,a671,b67 | 11 4 d6d17,a6d16476,6, | dataset=image_deserialize group=rotate_ccw image_width=small image_height=medium |
Rotate clock-wise Simon-ARC-RLE-Image | 22 24 a4a12a1a41a41b42b141,1b4a84b121a412142a12,a24181a8b1241421a4b1,1a218421a8c124141414,c18c1b2h14,b128b1c414121a2421,414282a1a4a14a12a14a12,b48a4a124e12a1414,b18a141d4124d14,a418a14b1a21a41214a14,431814a1a214b14a214a1,a1364c12a142b4a1a41,4213c142b141242a424,12134141a4121b4d14,41423a14127a142a4a2a12,14241314a107a4b1a4142,a1424134a104a7b14a124,24121413a102a47a1a2b4,414214a134102a1742b42,421b414312014a1a71a24,4141a4121310a1a4247121,a141214b1304141b47a1,b14141a4140a4a1a4c1,214214a2a41b412a14124 | 24 22 2a1b42a14141a41a4b1214,c1214141a213414b1a2a4,41a4141424a13b1a4a12a41,24a14b242a36c8a2b141,a12a4a1413414b14e82,a41c413c14a142a14181,214c13a14b1a4c12841,2412413b4j1814,a4a1a3c1a412142a418a14,4a1314b124b21c428b1,143121b07c124a142a124,4d024712a1424a1421214,b4a12474b14a1414b1a41,a4a14147c4214b14b1a4,a1a4a17a12414142c12414,2a1417b1a42a4141a214a24,1a4274b141a4a212e12,1b47a2a421212c121b41,414714214214a14a142a1421,a1712a4c1b4a141414b1,2a1a2a424a124d12c14,4b142a4a2a4a1b421a4121 | dataset=image_deserialize group=rotate_cw image_width=large image_height=large |
Rotate Clockwise Simons-ARC-Image | 20 5 a030c3030h3,b303a0a3b8d9b3,a3d6d9b6a90a3,30d3a050c9b303,b3b0b35930b3b03 | 5 20 c30,30a30,a36a3,036a0,036a3,03603,a3603,309a3,30930,a5983,90980,3a983,09693,39693,,a3a93,03a93,030a3,a0b3,3 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=small |
process simons-arc-image and return the ccw rotated | 19 8 3,g38i3,f38j3,e38k3,3,,, | 8 19 3,,,,,,,,,,38e3,a38d3,b38c3,3,,,,, | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=small |
cw rotate simons-arc-image | 5 21 05a10,15181,a0581,,a0580,a1581,b1a5,8a1a5,0a805,1a805,1a815,0a810,a18a1,01810,a0a10,a02a1,10201,,102a1,1,b1a0 | 21 5 d1b010a108a1b010,a1d0a1c8b1b0a5,a1c21e8a1c5a1,0a1a0e1a0a5d81,0d1a010d510b10 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
Process SimonsArcRleImage and return the clockwise rotated | 30 2 n9c30i9,g96e3b90j9 | 2 30 9,,,,,,,,69,39,,,,,,93,,,03,90,9,,,,,,,,, | dataset=image_deserialize group=rotate_cw image_width=large image_height=small |
ccw rotate SIMONARCIMAGE | 11 25 a41b41a4a1,a40a40147a4,4140b437a4,c40a43714,d4037b4,a415a407414,a1415340a14,c450740a4,c43570404,a4134574040,04030574a01,a43474540a4,40147151a01,b4707150a4,41471745014,a17a4915404,01719a415a0,47491b4501,479a1a41504,7941c4054,71a410a1450,4140b1a405,4141a4b145,1d401041,e41b41 | 25 11 1g40141b401a40a5a1,1a414a140404041c0a50b4,4b7a4104e04b50a4104,a4a3a7040b41b5141414a14,a1a4304c7a5141c4b101,40a40430b541a79c401b4,b40a4a5340a70149a14a1b4,a40a451a4a3a4a7419a1401a4,10b41b41031a4a749e4,a41b41d404b1a79b1a4,e41b40c410a4a7a414 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
Rotate CounterClockwise Simon-ARC-RLE-Image | 1 24 5,,,,,,,,,,,,,,,,,,,,,,, | 24 1 5 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=large |
CW rotate Simons-ARC-Image | 28 12 b58f58g5858d5,a58v585,5,j58a58h5a858,l58c58h5,d58e58d58h5,k58n5,j58585e158d5,f5a858c18a5858d585,b58c58r5,k58c58i5,d5a8a5858c58d5a8c5 | 12 28 5,,i585,a58g58,5,8d58d5,8j5,b58g5,a5a8g5,8j5,b58g5,8a518b58a58,58515a8d5,b518a58c5,b51c58b5,b581f5,8b51f5,58a51f5,b5815a8c5,c51f5,b581e58,5,8b58e58,8j5,g58b5,,b58e585,g58b5 | dataset=image_deserialize group=rotate_cw image_width=large image_height=medium |
Process SimonsArcRleImage and return the clockwise rotated | 4 16 4b6,6,a646,a6a4,a646,b64,,,,6,,,,b64,a646,a4a6 | 16 4 4m64,4n6,64h6b4a6,a64c6c464b6 | dataset=image_deserialize group=rotate_cw image_width=small image_height=medium |
Process Simons-ARC-Image and return the counter clock wise rotated | 12 11 a505b050130,50535010a535,05a0103c51,05050a5301a0,050308950105,0a504a851a01,13042a801a03,b5308a51350,b51058b031,0b5a08515a3,050150851305 | 11 12 05105130135,a35c05a30,1a5a1a03053,0a5a0b10a1,5053a5050a5,01359a85b8,b05c85a0,051a042b05,53053043151,05b050b50,50c53c5,a5c01a5a0 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=medium |
Rotate clockwise SIMONSARCRLEIMAGE | 18 4 f95c959a5a9,i929b5959,5b95b95a9249b59,59a5j4595 | 4 18 a5a9,9,5b9,,45a9,4b9,,4a95,45a9,4b9,4929,42a9,a4a5,4959,4b5,a595,9a59,5b9 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=small |
Rotate clockwise Simon-ARC-RLE-Image | 28 6 42a6a46d424640a42429a4242,2a6a46406a4606d46a89c24,462b4b2c40c4084942a4a0,m4240a82494a2062,6e4m34b20a6,40a64a242a42428b64a2462b40 | 6 28 46a424,0a4a62,6a42a6,6c46,4,2b464,2a4246,434204,234264,43c4,,23a464,43a402,234064,832a46,63c4,630a40,638b4,4380a4,232862,23a484,a4a982,62a4a9,d24,4a2424,4a04a2,4a6024,062042 | dataset=image_deserialize group=rotate_cw image_width=large image_height=small |
Rotate ccw SIMONARCIMAGE | 15 27 38a623862a68a62,68386d363a62,8a63b686386363,836a86a363a6863,68386a32638a3a6,38d62639a685,b68362a8396325,b6232b639a656,a368b328398653,86c38a6396563,b8326268369586,2b8236563695a6,836263523a658a6,b36a356a3a6a23,8628635b3a5763,363865263817938,c625a63176963,3283568317639a3,3232583175a6383,b62531735a6323,b35a6765a82b6,a68537a853823a6,286513a23c686,385138686a23836,63568d632a63,3a62a62626a8383,36363a6836a3636 | 27 15 a2a36a56a3b6a38c3c6a36,d682a568a62636382a683683,a638363a6b5827b9a36368636,83a63b686a9565763a6a263283,a6868d9c6517b6a862383,6j36a3817a58362b6,23c6868686d3173a53a623,6383a2862a65263a63176828a68,836a36263826b526831782a626,a3a63a62a36c3a56836738b6,2a68a6c3a263a62b56313863,683a86828a3826a863a2b51626,63a63c63a863236836386a563,a863a8a636a8a3b6a2636a83a6,36a863a63a8283836a3636236a3 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
cw rotate SimonsRLEImage | 13 21 8b18b1b818,1e8a18181,1b81a81a8b1,c18a1a8a1a8,81a8d1a818,a8b1818b7a8,a1a8183785181,a818131a5a8a1,818a1358a18a1,c835a8d1,a18131818c1,a853b1a818a1,8583a8b1c8,585a18b1b81,a1a818c1b8,81818a1d81,c18c1a8a1,1a818b1a8b1,c8181a8c1,b8a1a81818a1,1a81d81818 | 21 13 1a8a1815a81b81a8b18,c8b1858181818a1a81,c81a8585b818181a81,a18b181a3181a8181a81,8a1b8a181a3d181a8,b8b1b8a15a3a8a1a81,a8g1a8513b1a81,818a18b181a857818b1,c818b1a8a15871a818,b1b81a8c185781b8,a8a1e8a1a8178b18,d1c8d1a818181,8d1818e1b8a18 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
Rotate ccw SIMONSARCIMAGE | 22 4 4g7a49e49494,a4943a6b25d28d4,c4a848a5b8b3a49b4,9a43a8a5a4949b4b39a4 | 4 22 4,9b4,b49,9493,b43,4843,4234,,,4289,9284,4589,4254,7254,7285,7645,76a8,73a8,7a43,79a4,7b4,b49 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=small |
ccw rotate SIMONSARCIMAGE | 24 22 c78h789b7978a7,7989i7a879a79783,c7a978a79a7h178,l78c73a9b7,c7a5d797a8a7a9a7373,a73857b5a7a8737973d7,c75a79a7a578a9g7,d75a974a7a9587a3b797,79b75a747b9a7a5d7a8,a7839597497879f7873,b78757a9a78a73b78c73,8a78a794c73a7a8d737,9a78a75478c78a7979c7,e753739a738b73a7387,7a87895a738c79a793a787,b787975i7387378,78787495c7878b78738a7,c737958c79c78b797,b78b7973c7c8b78a7,879c795f7878a73a7,73d7b978b78383a78a7,b79c79f78b78a78 | 22 24 73873b78a3c78d78,78d798a737a8a79c7,87173c78b7373878387,7919k73c78,9719g79738e7,a7139373a78a7393a87837,79179a73c79d78787,a71a79a75a78e7a838,981b7985a78a79b78787,a8178395a737a8a7878b7,a71a878979b73b79c7,d787a9a73c78d7,c798579a8h787,a79b7579c798f7,f7479a78a3b73797,d75a7a49e7875a9,a78a75a9a79a437b5b97,d75797979b57a9c7,a7975a7c5b7a94d7,8797b5a79c78a73c7,79b78b73b8a7a878a79,78b73b78c78c79a7,79e79d7878b737,j789e78a7 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=large |
cw rotate Simons-ARC-RLE-Image | 5 24 9a3a0,b3a5,b020,4a020,40929,40920,24020,,24328,24928,24028,25428,20428,,29428,23428,23048,20348,0b48,40948,32948,30298,b028,c08 | 24 5 a0a340k2b4039,b02040a39a05d4c0a3,a02a9430d4093a0a9a0a3,029d4m250,o8b09a050 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
Rotate ccw SimonsRLEImage | 16 26 9a79b78794a7897,d789e7a17,e78b78a1b7,89b79787a174b7,79c78a784a7978,c78a79479c79,f7478b78a7,e748474d7,49d794b768a7,8a797894797a64a7,a78g7a6894,b794a7874698b7,e79b7a8a7a4,9a7a479a78767974,7a87a9798b5c7,747898a76a487a47,4f7678a7a87,7874b76g7,78f78a74a79,b79c74974c7,7874c748747974,894d789c787,9a78d74d78,74a7874h7,b7978c78a9b7,b78e798c7 | 26 16 c789c747a4c797478b7,91g7974a748c78c7,81a79787848a79748b79d7,a714c7b68e74d797,a71e7a698658b7a4b798,47814974b7687548f789,9a71878a79747854a789894b7,d747a4d78a6a7a48c7,8a7879489478a79a76g7,79878a7479a7a9h74a7,7879d78c798g787,d78d7474a9f78a7,9g797974787479478798,i78b78e74c7,b7a9b79d7847a878974a7,9a78c748b79a74c789b7 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
ccw rotate Simons-ARC-RLE-Image | 6 22 1,b2121,a12b1,2b121,1,b1219,21a2a1,121912,a12b1,2a98a1,216182,1612a0,a14029,1242a1,214a12,124a19,a14a12,d19,a1b21,2b191,12b12,a19b1 | 22 6 d1912a120912929a121,1212e1802d129a1,d1a29181202c12b1,1a2b1212961d412a19,12d1219161212c121,1212a12a1a2b12c12a1 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=large |
rotate CW simons-arc-image | 16 6 a78a7b8a7a53878,b8d7a5a378a7,a8a787a5a387a8a7,8a7b8a38a787878,78958j7,89b878d78b7 | 6 16 87b87,987a87,89a7a8,858b7,c8a7,a78a78,873578,a73578,a78357,b7357,b7835,a78735,8a7873,a7c8,7,a78a78 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=small |
Rotate CounterClockwise Simons-ARC-Image | 25 14 54c5a25a24c54c545a2,54a5b4b52a5b2545452b5,452b545a45254a24a2a54525,2b5245252b54a25b45b45,252545a2c54252a4a525454,2a5254524a5452a424254a245,4c5252b542c5a4b5a45,4c542a5252c542542b52,b54d5d4c5a4a5252,4a52b5a4a54524542425a4a5,25a4b54c5424a54252a525,b5a252a45a2a5452a542a525,b254a2b5a2545245242a4a5,54a5b25b252454b5a25424 | 14 25 2b54a5a2c54,25245a4b5a252,b5a424524a5a4,42a452b54a545,c52452a5c2,5454b5a425a42,a5245245a42525,542c42524b5,45454254545245,5c24e524,5b254b5b4a5,52a4a2a54a25a4,c54525454a52,452a5a42a45a25,a2e54a5b2,2542b524c52,a54a54b545452,2a5c2a5b4a5,2a452a52b5b2,54545424c5a2,54524e5242,d52a54242a5,a5252d54525,a4i524,a54b2a4542525 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=medium |
ccw rotate Simon-ARC-RLE-Image | 18 5 a8a4a80c8f0,c8a4e0b8020,a8d3c8c08a0,b80b8c04a80b8,d8a0f2c8 | 5 18 b0a8,020a8,a0b8,08a08,08082,,b042,80802,,,,a0380,84380,843a8,48308,483a8,8, | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=small |
Rotate clock-wise Simons-ARC-Image | 2 8 4,,,,41,,,40 | 8 2 4,0b1c4 | dataset=image_deserialize group=rotate_cw image_width=small image_height=small |
CW rotate SIMONARCIMAGE | 5 2 45a45,54245 | 2 5 54,45,24,4,5 | dataset=image_deserialize group=rotate_cw image_width=small image_height=small |
Rotate counter-clock-wise Simon-ARC-RLE-Image | 20 15 6,c64n6,b64o6,a64p6,64q6,g6468h6,f6468i6,e64a8j6,d648l6,c648m6,b6a8n6,a68p6,68q6,6, | 15 20 6,,,,,,,,,d68h6,e68g6,d6468f6,e648f6,f648e6,g648d6,64f648c6,a64f68c6,b64f68b6,c64f68a6,6 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=medium |
rotate CCW Simons-ARC-RLE-Image | 12 2 a6d150505,505c0c10 | 2 12 50,01,51,01,51,10,,,,15,60,65 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=small |
CW rotate SimonsArcRleImage | 12 28 g39b3,939c393b5,a9c3a939a3,39d3a9393,9b3b595393,3a939a39a393,a3b9b39393,9b35b39593,a3a9b3953a9,d35c393,e39b393,,353a9c3913,5a35c35913,a3939c3919,9a39d3913,a3939c3913,535e3913,c39b35913,e39a5913,9a39g3,3939f39,d35b39a3,d39a39a39,c3a5d39,a39a3a939393,9b35a35c3,53a593953595 | 28 12 59d39a353935d39a393a93,e39g35e393a9a3,539f35939d393a9b393,5d3a9c39359b3939e3,9535d39393939c35a95c3,a39595k35c35c3,939d39f3a9d3539a3,a5e35i39a3d93,a3939b3a5c35c35a9359a39,5c39a3g9c35c3953,939d3g1h9353,5a3a939e39d39e353 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
Rotate CounterClockwise SimonsArcRleImage | 17 29 2e74f7a4,474d74742a7474,47a47b474d724,a74a727427474a741,74b74a74c7b41,7a4a7d47427414,7b4a74a7a47b417,2a7a472a4747471a7,b72a74a727a471a4,7474b74d71b4,a7a4e74741747,a7a4747a474714a74,74a74a7247a412a74,4a7474d714b74,42a7a47a4741a42a7,74b74b74174b74,4h71c7a4,4a74747a41c7474,7a47a4a7414a74b7,a7b47471247b4a7,4a7a47271a7274a74,c4a7414a747a472,7a47a4717a4c747,4c7414f747,2474a717272c747,g74d7427,b747474b72d7,474b74747b47474,7474b7a4a724a747 | 29 17 b4a14a7a47b47b4a742d747,472a4a17b4d74d7b42a74,74a7b4a14c72a747474b74747,c7474a7a14274b7c4f7,b7472b474a1b4b74f7a4,72b74a74b74a1d724c7242,7474a7a4a7b474a17a4a7472a747,a74a7a472e747a12a74e7,7472a474b7a474a7a4a14a7247a4,47a474747474274a74b7a14a7474,a74a7a424i74247a1a747,a742a4d747b47a4b7a4a74a7,f74c7474b7b474e7,a74b7a42b474b747b4a747474,7b47a4b7a4e7a47a4c747,c7b4a74a74724a74a7a474b74,2a4c72d7a47a4a7a4742a747 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
Process SIMONARCIMAGE and return the clockwise rotated | 17 28 e1b31313b13,6e0a1a3c1a3,6131a31f0131,63c13a13e13,6313a13a13b13b1,6a3b13b1a31a313,6c313e13b1,6a3b13i1,361313b13e13,16a13c13a13a131,3613d13e13,16d1a3a13d1,163a1c31c3b1,16a3a1313a131a313,1631a3b1c31313,163f1a313131,16c13a13a13a131,36c131a3c1a31,373a13c1313a131,173f1a3a13a1,1763b1c3a13131,17613b1a3e13,3173e1a3a1313,137a31a3e1a31,1373g131a31,a1731a3c1b3b1,3c131d313b1,b3a13a13a1313a13 | 28 17 a3b13b1a3e1313f61,3a1a31c7i6d3101,31c7a6a3a1c3c1b3a1301,a1c313e13a13131313a101,c1313e13c13a13b1301,b3e13b1313b13d1301,a1313d1a3a1a3c1d3103,13a13a13f1a3g1013,a3c1a3a13b1b3g1013,13c1a3a1a313b1b3b1a3031,13b131b3a1a313e13a10a3,b3a13a13b1d3d13a10a1,a1a3d13131313a13e1013,b3c13c131a3d1b310a1,b1b3a1313a1a3f13d1,b1a3a131c3d13e1a31,3c1a3e1a3a1313a13131a3 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
Rotate counterclockwise SIMONSARCIMAGE | 9 14 746474747,7346b743,7436b474,a43763b4,47476a7a4,057a464a7,4a0a56b4,a4704a537,347407534,a474705a4,47474a757,474a7b47,74a7a4b3,4343b7a4 | 14 9 73b4747a4a734,a47a474a345434,a7a47a4b57437,47437a65707a47,a74a6454074747,4a6a7450a4b73,64a3470b7a474,43a4750b4a743,b7a40a43b474 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=medium |
Rotate clock-wise SIMONSARCRLEIMAGE | 29 28 40a4c04b04a0b4b04e04,404a04a0a4a0a4d04a0a4b0a4,40b4a0a4a040b4040b4b0c4,a0a40a4c04c0a40404a0d4,b0b4e04b0b404c0a404,a04a0d4c040d40c40a4,0e4c04a0b404040b4c0,c040b4a0a40d40a4a0404a0,a40b40a4a0d404a0a4a0d4,a4f0a4a0a4d0b404a0a4,40e40a404a0c4a04d0a4,0c40a4c0a404a0404a04b040,0a4d0d404b0b4a04040a4,4b04f0a40b4a0b40a4040,0404b04b0d4b0e4c0,a04a0c40c4c0404a0404a04,4a0a4e0d4a0a4b0a40a40,40b4c0e40a4a04a0a4c0,a0a4a04a04b0d40b4a0a4040,a0a4d0404040d4e04a0,404a0a4a04040b4040a40c40a4,0a4a0c4b04040a4b0a4a0b40,b404a040b404a0a4a040a4a04a0,f04b0a4c0b4a0c4b0,40e4a0b40404a04b0a40a40,a404a0a4d040b40a4b04a0a4,a0a4a04040b40a40a404a0b4a04,0c40a40a4b04a0a404c0b40 | 28 29 a0a40404a0a4a04a0b4d0b4,404a0a4e040a40a404e0,a4040e404a0b4b0a40c4,c4c0c404a0a404040b404,4a0404c0a4a040a40b40404a0,b04a0a4c04c04040c4040,c4a0a404a04b0a4a0b404b0,40d4d0a4a0a40a404a04a0,04c04d04a04b0a404a0b4,4c040c4c040a4b04b040,a40404c0404a040a4h0,040b40a40c404b0b4a0a4a0,040a404b0g40a4a04a0a4,a04a040g4040a4d0a40,a404a0a40b40404a0d4a04a0,0a4c0b4040a40a40b4b0404,a0a40a40b4b04a04a0d4a04,b40f4b04a040a40c404,a4a04b04a0a4a0b4a0c4c0,a0b4a0b4040404e040b40,b4a04040a40d40e404a0,e04a04b0a4a0c4b0a404,c0c4d0a4b04a0a4b040,040b404a0c40a4c0a4b040,0c4a040b40a4b0d404b0,a4a040a404a040a4b04a0c4a0,4a040a404a04f0a4a0b4a0,40a4a0a40404a0e4a040b40,0a4c04c04a040b4a0e4 | dataset=image_deserialize group=rotate_cw image_width=large image_height=large |
Rotate counterclockwise SIMONSARCRLEIMAGE | 22 26 107b0708708108b08010,1a01a018a0108087e0,a717b07b01d010180,e0818a787818c087,a701a81b01e0107a0,0b87101f01018b0,b07107d07b07d0,7a08a07078a07a0a7b018,b01b080107a0a17170a8,b0a1080817108a01b078,07a08c0780a8e078,8018701708d0a870708,871010a7b07d01a070,b0a18a7b01a081d08,7107070d108087b0a1,01c0801057a8080718a7,78b70817a0a5d08a07,a8a080c8781a5c0180,81a07b080181a0a5187a0,101807801a781a0195c0,71f087b0a91d0,d0b18b0a9e010,g070a9f0807,1b078a0a908a017017a07,c070a9b010a8a070b1,718d07d0708b081 | 26 22 b07b0d8081a7d0a7a1,10a8b018a70701708b01a018,a0107e07b08017b08010,8c08a07e01808c07a0,a010a1a01a071a07a015b0170,e0b7108a07b0591c08,070801071a0801a8a0519a07a0,a801c01c08b05a09a0187,b08d0a8b0a805b09a080,1807a0a7a08c085b109c0,8018c071a07a175b8a09810,01071c078b015071a709b0,7a07b08a178a01a08078a09a0,8a08b0708c0a17a81087907,087101a08a0b71018b01a090,710810a70801a70b80801a090,c081f087c070108a0,c0871a0187a1a0787c0a70,01701878a10801707a08e0,701a08d0a1b07a01d08,a07078c07070a1a8101c01,a1707a07b0a80707a817a0107 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=large |
Process Simons-ARC-RLE-Image and return the counter clock wise rotated | 15 10 40a810a84a80208,808310b82a82a8,8083162d8a08,a8301f6a04,a0321i2,a0a81048a6d8,82a80b828a6808,a80808080b8a60,4i80486,a80b8480a80b8 | 10 15 b842a8068,08a02806a8,a2a02a8648,0a862868a0,b86286b8,828626c8,4a86262080,b862d8,a826248084,a0a620c8,e1a0a8,8a302d8,b8a3a8080,b08a02b8,4b8a0a848 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=small |
ccw rotate SIMONARCRLEIMAGE | 18 26 2a52a52b51f5,2c52a527105a2515,a52d571b50c5,5015152751b50c5,2c517251b5a02a5,71b57a5152502c5,17a571501a504d5,a5a72b51a04a52a05,526575051a54a0a525,b565751a5451a0252,a2a562a7a54f5,521a56a17452b52a5,a51a561057e525,51515a8541a7c520,a1a5a25c827d5,a5125254215b85015,a5152a5452b5a0510,a5150542g525,b51a541d52c5,a50154c52a52a525,5251541c520d5,a5254a50b51b50a5,2b54a52c52c51,g51c51a505,a512a5250g51,f52a51c5051 | 26 18 h52b50a50d515a1,51d502b5a25a1252b50a5,c52a505252b50d50b50,52a50a5250e50h5,52b02a5a0d5805a2b51a5,d504501c578c5052b5,50c50a4a525728c521c5,a1b52505a4a578c52d51,57b1a50b5471812h5,527a5c1a575482f5105,b57250a5171058a421a502a52,2a527b5057a18b5a451b525,52a5171a572a68a2b5a4d5,b51a572756b52520b5a4b5,2e5756b5152a5b1b525,a521b576a5a1a5b15052a515,b50517525a25a1d52d5,a2a5271b52b51f52b5 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=large |
rotate CW SimonsRLEImage | 8 17 a4a2b42,a4b2424,24b2a42,242424a2,42424b2,c2a424,b2b424,2424c2,a4a2b42,b2a4842,a42a48a2,4a2d4,b2424a2,d4b2,a424b24,24242b4,42c4a2 | 17 8 42a42a424b24a2a4,2b4a242a4b2c4,4a24g24c2,g42a4a24b2,4a242c42b4b24,a4a2a4a842a42c4,24b242a4d2424,2a4a24c2a4b242 | dataset=image_deserialize group=rotate_cw image_width=small image_height=medium |
Rotate counterclockwise SimonsArcRleImage | 22 23 8,o81d8,n81a8a5a8,a86j841a5c8,a863h84a5e8,b86f8b5g8,b863c8b541g8,b863a8a58541h8,c8635b8581h8,c86c8581i8,c86b8581j8,d8685a81j8,d865a82k8,e8682l8,d8562m8,c8526n8,b852a86m8,b85b86m8,a85c86m8,85e86l8,g86l8,8, | 23 22 8,,a85s8,,b85r8,8185r8,a8a15q8,b845q8,c8451o8,d854a1m8,d8a5481l8,e8b58a1j8,e85a85a82i8,f85a85a82d8a6a8,f85b85a828b6c8,g85b85b6f8,g83a8a6852f8,e8a3b6c852e8,c83b6g8a5d8,b8a6l85c8,r85b8,8 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=large |
cw rotate Simons-ARC-RLE-Image | 19 26 4249a42c4a2c429,a42c4a2e42b4,d42c424a2c49,b4a2b42a4242b424,a49242e429292a4,42e424249472b4,a42d42c40a3429,249b42a94c394949,a49a424b324042a424,9c4a32c40e4,c42d42042c42,42429a49a40g4,42a429a4240b2a9b4,b424a2a40d4a2a4,b4242a420c4b2a4,a429a424024249d4,4a242a40a4242c424,c42a40e42a4a2,a42b404242a4a29b4,49c404a24a2a424a2,b424092a492c4b2,d424a9b42e4,e4242b9b42492,2e4a2a4b94a2a4,a242d42b42a92a4,h42b4242b4 | 26 19 4a2l4942f4,42c49a42b4a2d42c42,f424a2e4a9249a424,42b42c49a242e4a2a49,g4a2b4292e42b4,c420d4a29a432b4242a4,b4249a0a4242b4342e42,a42492a4a0c494239d424,a4a294a2a40242b439a242424,a249a42b42a0c43g4,b49494242b4a0242342a42a4,a4a94a2b42a4240a43b42a42,a494242a42b42a4a034924242,a29c42a49a4242a43049a2a4,49d4a2a4249b429372c4,29a2a429b4a29d4329a424,4a2a42d4a2d49a42c4,b494a24a2f4242a42a42,b424a242e42a4a9b4949 | dataset=image_deserialize group=rotate_cw image_width=medium image_height=large |
process Simon-ARC-RLE-Image and return the ccw rotated | 12 16 9a08e0a9,a08h0,09a080a8a080,808a08a08a08,a080808b090,089b089c0,a09b0a809a0,d0809c0,a8d080808,8b08c0a80,a08b0b8080,a08d09a08,c0a808c0,08a08f0,80908a080808,d0a8b080 | 16 12 9a08c08a08a080,90809c0a8c08,e090a8c080,b08e089c0,a08a098980808080,a080b8b08c08,b08b08c08a08,a0808c08a0b80,8n0,080a8a9b0a8a090,a09a08a08c08a0,9a08c0a8c080 | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=medium |
Rotate ccw SIMONARCRLEIMAGE | 30 10 181r81a8b1a8,i81a8181g8b1b8,h81b85b1j818,b81a81f8a51h81b8,k818a1a5b1g81,8a1d8181a80b98a581g8,f813b0e781a5a8a1a818,81a8c3i8c75a1c81,a8a3d81f81a8181d818,b81a81c81b81c81g81 | 10 30 c81a8181,a81b81818,1h8,a181e8,a1c81b8,81c8a1a8,f81a8,1e8518,d8157a8,c81857a1,c81517a8,c81587a8,c8587818,a8a1597b8,8a15197a81,a815197b8,815a807b8,c8187b8,e80a81,81b810b8,a81b80818,d813b8,e813a8,b81b8381,f83a8,,b81c831,1c81a838,d8181a8,1h8 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=small |
Rotate clock-wise SimonsArcRleImage | 7 28 d797,b747a1,1a74a79,79149a7,71741a7,7184b7,a784b7,,a784a71,a784b7,9784b7,a784b7,7874b7,,,,b749a7,b74b7,,9a74717,b74797,a794717,b74b7,,,71d7,,c79a7 | 28 7 g79g79f71a7,7a1h7c8e7a19b7,e79h7f871b7,b7w47,9i79j719b7,e7191p719,r71d7917 | dataset=image_deserialize group=rotate_cw image_width=small image_height=large |
Process Simon-ARC-RLE-Image and return the counter clock wise rotated | 5 21 b757,5,a7575,7a5a7,,a5757,75b7,c57,5a757,c57,5a767,65057,75207,a7527,57527,7a507,a5707,75057,a5057,b5a7,c57 | 21 5 7a5q7,a5b757b5650a2a0a575,7c5a7575702b57a0a5,757d5757a5a7e5,75b757c56a75757b5 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=large |
Rotate counterclockwise SIMONSARCRLEIMAGE | 23 12 c10b1b919d19a120,a12f1b9a0d12a1,b12a91f8361210b1,2e62d1319a12a9a1,12a1412a191a3a1a9a1a901,1b24921913219a1919c1,c1429a132019d10a10,b1a941a3e192c1a9,0a10143a191010a12a1a9a1,a90a14a2e10b9d1,b12i109c10a1,2102b19b19a121a02b19 | 12 23 0d109b19,2b10a19c1,121a9b19101,a10a91019b1,9a1219d12,a12e1910,c1a91a2910,a16a9a191a91,103e1a02,10831a910b1,a9813f1,198132010a19,a98a132d1,918191319b1,918a1913c1,a182b131219,b16a29132a1,a196192b4a1,0196b49c1,a126121901a2,121612b1010,b16a2b19a1,b12c10912 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=medium |
process SIMONARCIMAGE and return the cw rotated | 21 29 0,,,,,q03a0,p023a0,o0203a0,n02b5a0,k0c5d0,g0c502f0,d07a5c02g0,e07d02g0,f07b02d06b0,g0402e06b0,g042f06b0,g024g06a0,f0204c0a1a06a0,e02a04b07a0a16a0,i04a07c06a0,i0407g0,,j07h0,,0,,,, | 29 21 0,,,,,p07j0,i02d075j0,j02b0705j0,k02a4b05i0,i0b42c05i0,f0b4c02b05i0,d0a7g02a05i0,f0a7f0a205h0,h0a7f025h0,j01f05h0,j01f052g0,i01h052f0,i01a0b6c0502e0,h0c6f05b3d0,0, | dataset=image_deserialize group=rotate_cw image_width=large image_height=large |
rotate CCW Simons-ARC-RLE-Image | 6 19 892852,892b5,5a2828,9832a8,8a3598,8a39a8,873985,97a3a2,27a3a8,925382,8a2325,a98362,598386,825236,252836,a29536,2a8926,89a896,25c8 | 19 6 25c8528252e68,a5289a82a8268b3298,85825a9e32859a8,b2e352a8529b8,a928a3b7a2a9252895,a859b89298958b282 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=medium |
ccw rotate SimonsArcRleImage | 21 23 0a8a08080a8a08f0,08r0,d0a8d08e080,f08b0808b08b0,m0808c0,b08a0808k0,8c08c08080808c0,a08c08b08c08c0,a0808c0a808g0,0a8n0a80,a0808b08f0a8b0,p08080,08d08a08f08a0,a08g08a08e0,c08h0a8c08,0808a08e08e08,a0808j08c0,g08e0a8b08,g08a0a8c08a08,a08c0a8e08d0,a08a08a0808d0a8b0,8c08b08j0,8a08d08c0a80a808 | 23 21 m0a80a8b08,a08e0808j0,h08a08h08,b08e0a8e080808,c080a8a08d0a8a08a0,m08a0808a08,c0808e0a8f08,8a08j08f0,a08b0808h08c0,b08b08d08c08c0,8d0808b08f08a0,8f08k0a8,d08c08e0c8a0,8a08b08c08e08b0,a08a08h08f0,808b08l0a80,g0808b0808e0,d08h08e08,8e0c8a08a08a0a8a0,a8f08a08a08f0,e08m0a8 | dataset=image_deserialize group=rotate_ccw image_width=large image_height=large |
cw rotate Simons-ARC-RLE-Image | 21 6 4,b4a6g5g4,a48h46g5,48r4,,8s4 | 6 21 8d4,4a8b4,b48a4,c464,,c454,,,,,,,b4654,b45a4,,,,,,, | dataset=image_deserialize group=rotate_cw image_width=large image_height=small |
process Simons-ARC-Image and return the ccw rotated | 20 12 a0q5,a5c0m5,c5a3c0i5,e5a3a5b0f5,g5a3b5c0b5,i5a3c5b75,i5a4c7c5,e5c4a7a5a3c5,a5c47h5a3a5,a47n5a3,5, | 12 20 h53a5,d57b53a5,d57a53b5,c507a53b5,c50573c5,,c5057d5,b50a57d5,b505347c5,,a5053a54c5,,a503b54c5,a503b547b5,503d54b5,,50e54b5,50e547a5,0g54a5, | dataset=image_deserialize group=rotate_ccw image_width=medium image_height=medium |
Rotate Clockwise SimonsArcRleImage | 26 8 9,p90g9,,q90f9,,r90e9,,s95d9 | 8 26 9,,,,,,,,,,,,,,,,,d9a09,b9a0b9,9a0d9,5f9,9,,,, | dataset=image_deserialize group=rotate_cw image_width=large image_height=small |
Rotate counterclockwise SIMONSARCRLEIMAGE | 4 3 8047,1a39,b54 | 3 4 794,435,035,815 | dataset=image_deserialize group=rotate_ccw image_width=small image_height=small |
Process Simon-ARC-RLE-Image and return the clockwise rotated | 29 6 t3a4e3,p3c4g3,i3d0a4c5g3,h3458b5g0e4,c3e54o8a3,c5b4d385n3 | 6 29 5d3,,,,45c3,,,35c3,,354b3,3450a3,3a80a3,a850a3,5850a3,3850a3,3804a3,,380543,,,,380a34,,384b3,,,,a34b3, | dataset=image_deserialize group=rotate_cw image_width=large image_height=small |
rotate CW Simons-ARC-Image | 6 2 607a36,9a0a90 | 2 6 96,0,07,93,,06 | dataset=image_deserialize group=rotate_cw image_width=small image_height=small |
Rotate clock-wise Simons-ARC-RLE-Image | 23 14 1,,,,,,,,,,,,, | 14 23 1,,,,,,,,,,,,,,,,,,,,,, | dataset=image_deserialize group=rotate_cw image_width=large image_height=medium |
End of preview. Expand in Data Studio
Version 1
Have dataset items that are somewhat evenly of each type. The LLM learned some of the types fine. However rotated images are causing problems. The image sizes are between 1 and 10 pixels.
Version 2
Here the majority of dataset items are rotated images. Since this is what my LLM is struggling with. Smaller images. Here the image sizes are between 1 and 5 pixels. This helped a lot on the validation loss.
Version 3
Main focus is now on count_same_color_as_center_with_8neighbors_nowrap and image size 1-6.
Which the LLM has struggeld with in the past, maybe due to too big image sizes.
Struggles somewhat with the count_same_color_as_center_with_8neighbors_nowrap.
Version 4
I'm trying smaller images again. Here the image sizes are between 1 and 5 pixels.
Added same_color_inside_3x3_area_nowrap that checks if all surrounding pixels agree on the same color,
maybe that have some synergy with the count_same_color_as_center_with_8neighbors_nowrap.
It helped a little, but it's still not as good at counting neighbors as I would like.
Version 5
I have added a pixels_with_k_matching_neighbors with a k parameter between 1-8.
This may help improve on counting the number of neighboring pixels.
The image size 1-6.
This did indeed help on counting the number of surrounding pixels.
Version 6
Same weight to all the transformations. Image size 1-11.
Version 7
Focus on histogram and k-nearest neighbors. image size 1-12. It seems like the LLM has gotten the hang of it.
Version 8
Focus on histogram and k-nearest neighbors. image size 5-20.
Version 9
Focus on histogram and k-nearest neighbors. image size 10-30.
Version 10
Same weight to all the transformations. image width 10-30. image height 2-5.
Version 11
Same weight to all the transformations. image width 2-5. image height 10-30.
Version 12
Focus on k-nearest neighbors. image width 2-5. image height 10-30.
Version 13
Focus on compres_x, compres_y, compres_xy.
image size is 1-10.
Version 14
Focus on histograms and k-nearest-neighbors. image size 5-20.
Version 15
Focus on histograms and k-nearest-neighbors. image size 10-30.
Version 16
Focus on k-nearest-neighbors. image size 10-25.
Version 17
Disabled k-nearest-neighbors, I suspect this is the reason why it converges so slowly. image size 15-30.
Version 18
Disabled k-nearest-neighbors, and compression. image size 15-25.
Version 19
Translate x/y by plus/minus 1. Disabled rotation and transpose. image size 22-30.
Version 20
Focus on k-nearest-neighbors. image size 5-15.
Version 21
Focus on k-nearest-neighbors. image size 8-18.
Version 22
Same weight to all the transformations. image size 8-20.
Version 23
Same weight to all the transformations. image size 5-30.
The LLM is struggling learning this. I'm going to try with small images.
Version 24
Focus on rotate cw, rotate ccw, transpose. image size 2-10.
The LLM is struggling learning this. Despite being small images. I'm going to try with even small images.
Version 25
Focus on rotate cw, rotate ccw, transpose. image size 2-5.
The LLM is struggling learning this. Despite being small images. I'm going to try with even small images.
Version 26
Focus on rotate cw, rotate ccw, transpose, k-nearest-neighbors. image size 1-3.
The LLM is struggling learning this. Despite being small images.
Version 27
Focus on rotate cw, rotate ccw, transpose. image size 1-4.
The LLM is struggling learning this. Despite being small images.
Version 28
Focus on rotate cw, rotate ccw, transpose. image size 1-5.
Version 29
Focus on rotate cw, rotate ccw, transpose. image size 1-6.
Version 30
Focus on rotate cw, rotate ccw, transpose. image size 1-8.
Version 31
Focus on rotate cw, rotate ccw, transpose. image size 1-10.
Version 32
Focus on rotate cw, rotate ccw, transpose. image size 1-12.
Version 33
Focus on rotate cw, rotate ccw, transpose.
image size 1-14.
The serialize items were using fewer names to identify the dataset, now uses the same names as deserialize.
Version 34
Focus only on rotate cw. All other operations have been disabled.
image size 1-30.
Version 35
Focus only on rotate ccw. All other operations have been disabled.
image size 1-30.
Version 36
Focus only on rotate cw and rotate ccw. All other operations have been disabled.
image size 1-30.
Version 37
Focus only on rotate cw and rotate ccw. All other operations have been disabled.
image size 1-30.
Using the same image and apply both rotate cw and rotate ccw.
My hypothesis is that it will learn better to distinguish between the two rotation types.
Version 38
Argh, the validation loss was seriously bad on this one.
I guess what happened is that rotate cw always was followed by rotate ccw, causing the model to be biased, always expecting the opposite transformation.
Now I have suffled the entire dataset. So there are still 50% of each operation, in random order.
Using the same image and apply both rotate cw and rotate ccw.
I still think my hypothesis is sound, that it will learn better to distinguish between the two rotation types when it's the same image.
Focus only on rotate cw and rotate ccw. All other operations have been disabled.
image size 1-30.
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