diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..1af2e755829034d18f3cc8413f4b9c88f114694e 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +wandb/run-20250503_093006-6lulam7i/run-6lulam7i.wandb filter=lfs diff=lfs merge=lfs -text diff --git a/checkpoints/last.ckpt b/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..64fe483652b737c334a3c7702b4e403a2aa9c64b --- /dev/null +++ b/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60b73c2394734c2926b39048b1d9d9e869dda2e0ea1c8276f1123b03ac7b95ec +size 11142324070 diff --git a/validation_images/sample_1/generated_0.png b/validation_images/sample_1/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..69d323c6854a8ea32886817065e8ab5d3ccc2b86 Binary files /dev/null and b/validation_images/sample_1/generated_0.png differ diff --git a/validation_images/sample_1/generated_10205.png b/validation_images/sample_1/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..48ef0a5134cf88073cc6fa53324c4eefa16b8b2a Binary files /dev/null and b/validation_images/sample_1/generated_10205.png differ diff --git a/validation_images/sample_1/generated_10705.png b/validation_images/sample_1/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..7a8a31e5516030e166315a762d8ca5555bb4d510 Binary files /dev/null and b/validation_images/sample_1/generated_10705.png differ diff --git a/validation_images/sample_1/generated_11205.png b/validation_images/sample_1/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..f241c70d97311ffb3781c557ee7973a6d20d37d9 Binary files /dev/null and b/validation_images/sample_1/generated_11205.png differ diff --git a/validation_images/sample_1/generated_1499.png b/validation_images/sample_1/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..b9c5112e62f3662fef200e62598c06f00ee047fb Binary files /dev/null and b/validation_images/sample_1/generated_1499.png differ diff --git a/validation_images/sample_1/generated_1999.png b/validation_images/sample_1/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..1081752701c09b5630a922727c26b1e4b1adfef9 Binary files /dev/null and b/validation_images/sample_1/generated_1999.png differ diff --git a/validation_images/sample_1/generated_2499.png b/validation_images/sample_1/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..b399fa9574f1ddfc47d091f83e12da59ce76505e Binary files /dev/null and b/validation_images/sample_1/generated_2499.png differ diff --git a/validation_images/sample_1/generated_3401.png b/validation_images/sample_1/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..27fe7971e50f6131f643e405055035b66bfa96d3 Binary files /dev/null and b/validation_images/sample_1/generated_3401.png differ diff --git a/validation_images/sample_1/generated_3901.png b/validation_images/sample_1/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..02cfb736f046e0fd2c5b0b5ae32c4c2bdcd8044d Binary files /dev/null and b/validation_images/sample_1/generated_3901.png differ diff --git a/validation_images/sample_1/generated_4401.png b/validation_images/sample_1/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..88a662420bb2bc57d320f28511b6c5d4463e326a Binary files /dev/null and b/validation_images/sample_1/generated_4401.png differ diff --git a/validation_images/sample_1/generated_4901.png b/validation_images/sample_1/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..cbe74a53fd61eece02c14b28b7488e53c8bb473a Binary files /dev/null and b/validation_images/sample_1/generated_4901.png differ diff --git a/validation_images/sample_1/generated_499.png b/validation_images/sample_1/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..4aee87ba9c1ab818fd7d3ae6fc11603264cbd580 Binary files /dev/null and b/validation_images/sample_1/generated_499.png differ diff --git a/validation_images/sample_1/generated_5401.png b/validation_images/sample_1/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..bdb1c964e70d52a52406a450d4fff8dbce35a003 Binary files /dev/null and b/validation_images/sample_1/generated_5401.png differ diff --git a/validation_images/sample_1/generated_6303.png b/validation_images/sample_1/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..c2743aa7ca2ae73475e80f12db67536c278309e5 Binary files /dev/null and b/validation_images/sample_1/generated_6303.png differ diff --git a/validation_images/sample_1/generated_6803.png b/validation_images/sample_1/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..78347f773d401cea98f199a42af8c100b6ac38c4 Binary files /dev/null and b/validation_images/sample_1/generated_6803.png differ diff --git a/validation_images/sample_1/generated_7303.png b/validation_images/sample_1/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..7debf26ba5036172d69e09352060545bb1a3597b Binary files /dev/null and b/validation_images/sample_1/generated_7303.png differ diff --git a/validation_images/sample_1/generated_7803.png b/validation_images/sample_1/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..80ba7adbae64dc775bee8c790e5e8b0baeeb9c55 Binary files /dev/null and b/validation_images/sample_1/generated_7803.png differ diff --git a/validation_images/sample_1/generated_8303.png b/validation_images/sample_1/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..8aa167fcf34aaf8c31f0a0bb38efbfcffe1753b3 Binary files /dev/null and b/validation_images/sample_1/generated_8303.png differ diff --git a/validation_images/sample_1/generated_9205.png b/validation_images/sample_1/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..cd35d4c5a11cc8fd4beeb8e9af5dd92c4864382b Binary files /dev/null and b/validation_images/sample_1/generated_9205.png differ diff --git a/validation_images/sample_1/generated_9705.png b/validation_images/sample_1/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..7eb43d9e575eb670e22697f9d6e3e6116111850c Binary files /dev/null and b/validation_images/sample_1/generated_9705.png differ diff --git a/validation_images/sample_1/generated_999.png b/validation_images/sample_1/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..f40c6a8904b7b5c54ed3b68916a516e41e28fae2 Binary files /dev/null and b/validation_images/sample_1/generated_999.png differ diff --git a/validation_images/sample_1/input.png b/validation_images/sample_1/input.png new file mode 100644 index 0000000000000000000000000000000000000000..57ce055556a8d0f895a93fddaf3de0bb04592203 Binary files /dev/null and b/validation_images/sample_1/input.png differ diff --git a/validation_images/sample_1/target.png b/validation_images/sample_1/target.png new file mode 100644 index 0000000000000000000000000000000000000000..be7ecb674e8b68960da2b38f27f86ad4ebb2b32a Binary files /dev/null and b/validation_images/sample_1/target.png differ diff --git a/validation_images/sample_10/generated_0.png b/validation_images/sample_10/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..ce252c7cfdb8d7d43aa7517ccf4b7de8ea52c0c2 Binary files /dev/null and b/validation_images/sample_10/generated_0.png differ diff --git a/validation_images/sample_10/generated_10205.png b/validation_images/sample_10/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..5de3db9d4fef9017de3c41f618e30e75c61177e2 Binary files /dev/null and b/validation_images/sample_10/generated_10205.png differ diff --git a/validation_images/sample_10/generated_10705.png b/validation_images/sample_10/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..eb377bf2171b46eb9538a1b92222f0187d8e1853 Binary files /dev/null and b/validation_images/sample_10/generated_10705.png differ diff --git a/validation_images/sample_10/generated_11205.png b/validation_images/sample_10/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..82085c14536eb26330717c7f4d1844df7ba5986e Binary files /dev/null and b/validation_images/sample_10/generated_11205.png differ diff --git a/validation_images/sample_10/generated_1499.png b/validation_images/sample_10/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..b930a2185d038e3f426d112c6cd807f828d41bac Binary files /dev/null and b/validation_images/sample_10/generated_1499.png differ diff --git a/validation_images/sample_10/generated_1999.png b/validation_images/sample_10/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..249f93f8dc49ba5c514e86a42a4b121b4fe6bd83 Binary files /dev/null and b/validation_images/sample_10/generated_1999.png differ diff --git a/validation_images/sample_10/generated_2499.png b/validation_images/sample_10/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..5483fc9607cdd737f807897127cc1138e50fb5b1 Binary files /dev/null and b/validation_images/sample_10/generated_2499.png differ diff --git a/validation_images/sample_10/generated_3401.png b/validation_images/sample_10/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..1da20b67738b93634f787450eb87f847e6d5cb00 Binary files /dev/null and b/validation_images/sample_10/generated_3401.png differ diff --git a/validation_images/sample_10/generated_3901.png b/validation_images/sample_10/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..7179bf550429bec4da166a11a069cdfa093abe3b Binary files /dev/null and b/validation_images/sample_10/generated_3901.png differ diff --git a/validation_images/sample_10/generated_4401.png b/validation_images/sample_10/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..bc7f846c4720d3ed7c4db4b1488e35e9822c22b9 Binary files /dev/null and b/validation_images/sample_10/generated_4401.png differ diff --git a/validation_images/sample_10/generated_4901.png b/validation_images/sample_10/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..38155c3256fcb0bfe2937b909ea6146d46191bba Binary files /dev/null and b/validation_images/sample_10/generated_4901.png differ diff --git a/validation_images/sample_10/generated_499.png b/validation_images/sample_10/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..d32454b496a5477917a5d7fc258b9a540d557457 Binary files /dev/null and b/validation_images/sample_10/generated_499.png differ diff --git a/validation_images/sample_10/generated_5401.png b/validation_images/sample_10/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..29554e996dc98a352aec6d7ce5ea9e5ef39c2eac Binary files /dev/null and b/validation_images/sample_10/generated_5401.png differ diff --git a/validation_images/sample_10/generated_6303.png b/validation_images/sample_10/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..64b5c9e5e1e6b2685c48b38e5659be06a07ec674 Binary files /dev/null and b/validation_images/sample_10/generated_6303.png differ diff --git a/validation_images/sample_10/generated_6803.png b/validation_images/sample_10/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..f77cf943d8205379c58ff1dc35336fa4050b7263 Binary files /dev/null and b/validation_images/sample_10/generated_6803.png differ diff --git a/validation_images/sample_10/generated_7303.png b/validation_images/sample_10/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..357fe2575f1b212d83df80c7099cacc43a1ce13d Binary files /dev/null and b/validation_images/sample_10/generated_7303.png differ diff --git a/validation_images/sample_10/generated_7803.png b/validation_images/sample_10/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..7db7347dccfd77e784039f9da628ca583a0b8d3d Binary files /dev/null and b/validation_images/sample_10/generated_7803.png differ diff --git a/validation_images/sample_10/generated_8303.png b/validation_images/sample_10/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..8bb527841ef049bfe46279905450bdf178cc6b72 Binary files /dev/null and b/validation_images/sample_10/generated_8303.png differ diff --git a/validation_images/sample_10/generated_9205.png b/validation_images/sample_10/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..db002683492b120c66df8ede459657c14d468d50 Binary files /dev/null and b/validation_images/sample_10/generated_9205.png differ diff --git a/validation_images/sample_10/generated_9705.png b/validation_images/sample_10/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..2964697064dceddd5256dc4e7cd490af40ee83d6 Binary files /dev/null and b/validation_images/sample_10/generated_9705.png differ diff --git a/validation_images/sample_10/generated_999.png b/validation_images/sample_10/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..2ac33442ea685daa32c7ae51323ac99de87a2804 Binary files /dev/null and b/validation_images/sample_10/generated_999.png differ diff --git a/validation_images/sample_10/input.png b/validation_images/sample_10/input.png new file mode 100644 index 0000000000000000000000000000000000000000..d36818740c2e9455b485aac77e2f2ca039587b05 Binary files /dev/null and b/validation_images/sample_10/input.png differ diff --git a/validation_images/sample_10/target.png b/validation_images/sample_10/target.png new file mode 100644 index 0000000000000000000000000000000000000000..47f34f0bc705b20de0c4b83cc0184b3a47472e69 Binary files /dev/null and b/validation_images/sample_10/target.png differ diff --git a/validation_images/sample_11/generated_0.png b/validation_images/sample_11/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..1843703f1d9f4a5bf73668457329d77d58c09319 Binary files /dev/null and b/validation_images/sample_11/generated_0.png differ diff --git a/validation_images/sample_11/generated_10205.png b/validation_images/sample_11/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..c4ec7420bc433c6dbe1bca40832c17df49dd2966 Binary files /dev/null and b/validation_images/sample_11/generated_10205.png differ diff --git a/validation_images/sample_11/generated_10705.png b/validation_images/sample_11/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..05b3333e6d8093dd0d46b530aa0447122210257a Binary files /dev/null and b/validation_images/sample_11/generated_10705.png differ diff --git a/validation_images/sample_11/generated_11205.png b/validation_images/sample_11/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..1a29743f20a7481b323266e0e0d5be9f1e7d6272 Binary files /dev/null and b/validation_images/sample_11/generated_11205.png differ diff --git a/validation_images/sample_11/generated_1499.png b/validation_images/sample_11/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..1dafb0a8f492f20fdd32b4338028e16636953e5d Binary files /dev/null and b/validation_images/sample_11/generated_1499.png differ diff --git a/validation_images/sample_11/generated_1999.png b/validation_images/sample_11/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..f228ffcaf98984c19620e74697840a4caa53d000 Binary files /dev/null and b/validation_images/sample_11/generated_1999.png differ diff --git a/validation_images/sample_11/generated_2499.png b/validation_images/sample_11/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..e55b2070c94197c9f3eb9c4348dd821efd01f56c Binary files /dev/null and b/validation_images/sample_11/generated_2499.png differ diff --git a/validation_images/sample_11/generated_3401.png b/validation_images/sample_11/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..5be75c50d92d6ffb69fe38e03f9814ddb001c94b Binary files /dev/null and b/validation_images/sample_11/generated_3401.png differ diff --git a/validation_images/sample_11/generated_3901.png b/validation_images/sample_11/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..5b1400b98854251a06310f9d10bcb5c4709c4e23 Binary files /dev/null and b/validation_images/sample_11/generated_3901.png differ diff --git a/validation_images/sample_11/generated_4401.png b/validation_images/sample_11/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..eacb0d59cb916332cfaf6615c6f60f0c9d927a6d Binary files /dev/null and b/validation_images/sample_11/generated_4401.png differ diff --git a/validation_images/sample_11/generated_4901.png b/validation_images/sample_11/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..4900962a8c15898b55af609d358c32c7247a4f69 Binary files /dev/null and b/validation_images/sample_11/generated_4901.png differ diff --git a/validation_images/sample_11/generated_499.png b/validation_images/sample_11/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..ba2deb3f6a1b161c1075e3558bed23764cb58e62 Binary files /dev/null and b/validation_images/sample_11/generated_499.png differ diff --git a/validation_images/sample_11/generated_5401.png b/validation_images/sample_11/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..407eb46f5f4781ec0f8595e3728599275cb72c2a Binary files /dev/null and b/validation_images/sample_11/generated_5401.png differ diff --git a/validation_images/sample_11/generated_6303.png b/validation_images/sample_11/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..cc8bac3b114fafcc7c39ba395d8788ae942426e0 Binary files /dev/null and b/validation_images/sample_11/generated_6303.png differ diff --git a/validation_images/sample_11/generated_6803.png b/validation_images/sample_11/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..80b7bd74d779848513f1f7ec03ce4036d51fc6e4 Binary files /dev/null and b/validation_images/sample_11/generated_6803.png differ diff --git a/validation_images/sample_11/generated_7303.png b/validation_images/sample_11/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..390578d7f1c6ee700081e2ceeea8cb18332331d4 Binary files /dev/null and b/validation_images/sample_11/generated_7303.png differ diff --git a/validation_images/sample_11/generated_7803.png b/validation_images/sample_11/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..edd96a49128cfd83aa14a3807517c0bb25cfb72c Binary files /dev/null and b/validation_images/sample_11/generated_7803.png differ diff --git a/validation_images/sample_11/generated_8303.png b/validation_images/sample_11/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..aa54265e11deb58ac07da8b8a13ae08bf2cee884 Binary files /dev/null and b/validation_images/sample_11/generated_8303.png differ diff --git a/validation_images/sample_11/generated_9205.png b/validation_images/sample_11/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..c4accffd75cb664058a22863d987fbe4aa2d1fae Binary files /dev/null and b/validation_images/sample_11/generated_9205.png differ diff --git a/validation_images/sample_11/generated_9705.png b/validation_images/sample_11/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..23f6bc2b0dd49c2790c15b52aca87317162ab534 Binary files /dev/null and b/validation_images/sample_11/generated_9705.png differ diff --git a/validation_images/sample_11/generated_999.png b/validation_images/sample_11/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..bee09db069624e981fd241db4184834a9bdc8e6e Binary files /dev/null and b/validation_images/sample_11/generated_999.png differ diff --git a/validation_images/sample_11/input.png b/validation_images/sample_11/input.png new file mode 100644 index 0000000000000000000000000000000000000000..cd2c011c21478c2055c8b924c9d0e24035db97a3 Binary files /dev/null and b/validation_images/sample_11/input.png differ diff --git a/validation_images/sample_11/target.png b/validation_images/sample_11/target.png new file mode 100644 index 0000000000000000000000000000000000000000..c2c7a869a4dd96c9ad8422104c8e97b95ec6cbf4 Binary files /dev/null and b/validation_images/sample_11/target.png differ diff --git a/validation_images/sample_12/generated_0.png b/validation_images/sample_12/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..1c7423e6b6543820d8eee1ef934858d1b049c336 Binary files /dev/null and b/validation_images/sample_12/generated_0.png differ diff --git a/validation_images/sample_12/generated_10205.png b/validation_images/sample_12/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..aefea468ea28405f0748c5ba4e190ce5f8db2641 Binary files /dev/null and b/validation_images/sample_12/generated_10205.png differ diff --git a/validation_images/sample_12/generated_10705.png b/validation_images/sample_12/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..ce9a40b0f606587b833c1ac1d41c2593266b2047 Binary files /dev/null and b/validation_images/sample_12/generated_10705.png differ diff --git a/validation_images/sample_12/generated_11205.png b/validation_images/sample_12/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..fc0d59568c492516239e2470296105ef8cc197d9 Binary files /dev/null and b/validation_images/sample_12/generated_11205.png differ diff --git a/validation_images/sample_12/generated_1499.png b/validation_images/sample_12/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..31d64d896dabb0be657663454e81c162ee14c16b Binary files /dev/null and b/validation_images/sample_12/generated_1499.png differ diff --git a/validation_images/sample_12/generated_1999.png b/validation_images/sample_12/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..1761ab288315bf8a330a5114fb6da583522166eb Binary files /dev/null and b/validation_images/sample_12/generated_1999.png differ diff --git a/validation_images/sample_12/generated_2499.png b/validation_images/sample_12/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..a955b156917d101327350a6f33a3d80f0badda81 Binary files /dev/null and b/validation_images/sample_12/generated_2499.png differ diff --git a/validation_images/sample_12/generated_3401.png b/validation_images/sample_12/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..91fc21cd2fb737b7e963d1abdcd9a02ad241ca1e Binary files /dev/null and b/validation_images/sample_12/generated_3401.png differ diff --git a/validation_images/sample_12/generated_3901.png b/validation_images/sample_12/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..99d81cd14f0f1055f700ed94d7c08c2724ce8f4a Binary files /dev/null and b/validation_images/sample_12/generated_3901.png differ diff --git a/validation_images/sample_12/generated_4401.png b/validation_images/sample_12/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..1c1b103463231604c3da9594ccb4ae98e33b4523 Binary files /dev/null and b/validation_images/sample_12/generated_4401.png differ diff --git a/validation_images/sample_12/generated_4901.png b/validation_images/sample_12/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..6943e65404cf6a5ebae2bf8b59486ce41115f409 Binary files /dev/null and b/validation_images/sample_12/generated_4901.png differ diff --git a/validation_images/sample_12/generated_499.png b/validation_images/sample_12/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..800e2874bed6efbf33e1cacc36a69582eedcbf11 Binary files /dev/null and b/validation_images/sample_12/generated_499.png differ diff --git a/validation_images/sample_12/generated_5401.png b/validation_images/sample_12/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..c1c71c956d5fa124a88d71c9494a59cc400c8be3 Binary files /dev/null and b/validation_images/sample_12/generated_5401.png differ diff --git a/validation_images/sample_12/generated_6303.png b/validation_images/sample_12/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..96f488d8da4ff9df291459401105bb7b30f24129 Binary files /dev/null and b/validation_images/sample_12/generated_6303.png differ diff --git a/validation_images/sample_12/generated_6803.png b/validation_images/sample_12/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..c36b2c1f244345924f938e90a3e6d10f9730eab1 Binary files /dev/null and b/validation_images/sample_12/generated_6803.png differ diff --git a/validation_images/sample_12/generated_7303.png b/validation_images/sample_12/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..64f9ae3f98072adbdd95d6039664100da45db2df Binary files /dev/null and b/validation_images/sample_12/generated_7303.png differ diff --git a/validation_images/sample_12/generated_7803.png b/validation_images/sample_12/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..e658697020113670a39cbd691c128b31e77e75dd Binary files /dev/null and b/validation_images/sample_12/generated_7803.png differ diff --git a/validation_images/sample_12/generated_8303.png b/validation_images/sample_12/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..3c31945ceb947ca730d4e34ec5d8e9d814bee53e Binary files /dev/null and b/validation_images/sample_12/generated_8303.png differ diff --git a/validation_images/sample_12/generated_9205.png b/validation_images/sample_12/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..05a119ebe051e1a1dc37eb2e34fe9d2ec4e8ff84 Binary files /dev/null and b/validation_images/sample_12/generated_9205.png differ diff --git a/validation_images/sample_12/generated_9705.png b/validation_images/sample_12/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..b565bc26a11915af1af486b7957b331823f015b1 Binary files /dev/null and b/validation_images/sample_12/generated_9705.png differ diff --git a/validation_images/sample_12/generated_999.png b/validation_images/sample_12/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..9c11d1eef965fb665a7538881473a918ed4dd73a Binary files /dev/null and b/validation_images/sample_12/generated_999.png differ diff --git a/validation_images/sample_12/input.png b/validation_images/sample_12/input.png new file mode 100644 index 0000000000000000000000000000000000000000..d6e845619c378fbf09e6ed5c3066186fd6db492b Binary files /dev/null and b/validation_images/sample_12/input.png differ diff --git a/validation_images/sample_12/target.png b/validation_images/sample_12/target.png new file mode 100644 index 0000000000000000000000000000000000000000..602f3dc4845929aeab4993362479f1bbcb3e2d26 Binary files /dev/null and b/validation_images/sample_12/target.png differ diff --git a/validation_images/sample_13/generated_0.png b/validation_images/sample_13/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..e56cd144449396934931b37cbdf648ca3db5fd67 Binary files /dev/null and b/validation_images/sample_13/generated_0.png differ diff --git a/validation_images/sample_13/generated_10205.png b/validation_images/sample_13/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..52e26c4466a7912ad6717e7922c37ebb4a74d875 Binary files /dev/null and b/validation_images/sample_13/generated_10205.png differ diff --git a/validation_images/sample_13/generated_10705.png b/validation_images/sample_13/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..c9b2a2ea27241c568cc2b548e784f7c9cd2989a2 Binary files /dev/null and b/validation_images/sample_13/generated_10705.png differ diff --git a/validation_images/sample_13/generated_11205.png b/validation_images/sample_13/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..ac7c935af279fd8e42604a67d92120793a1f7bcd Binary files /dev/null and b/validation_images/sample_13/generated_11205.png differ diff --git a/validation_images/sample_13/generated_1499.png b/validation_images/sample_13/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..e0830cb20762bf30535da8af04d5db650f87116a Binary files /dev/null and b/validation_images/sample_13/generated_1499.png differ diff --git a/validation_images/sample_13/generated_1999.png b/validation_images/sample_13/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..bbdec5bc3c30ace361735edd7a472da011aac25b Binary files /dev/null and b/validation_images/sample_13/generated_1999.png differ diff --git a/validation_images/sample_13/generated_2499.png b/validation_images/sample_13/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..3073a744ebe55a178000ababc8006f31d273220e Binary files /dev/null and b/validation_images/sample_13/generated_2499.png differ diff --git a/validation_images/sample_13/generated_3401.png b/validation_images/sample_13/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..b3e694edc54919cc091a377a2b66c0630fdec814 Binary files /dev/null and b/validation_images/sample_13/generated_3401.png differ diff --git a/validation_images/sample_13/generated_3901.png b/validation_images/sample_13/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..a87659931d3a4cc5d4b08331d2aa9f8d90431edd Binary files /dev/null and b/validation_images/sample_13/generated_3901.png differ diff --git a/validation_images/sample_13/generated_4401.png b/validation_images/sample_13/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..861f604015491283051dc25d170cd13175244208 Binary files /dev/null and b/validation_images/sample_13/generated_4401.png differ diff --git a/validation_images/sample_13/generated_4901.png b/validation_images/sample_13/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..0a0da17c5085b2098af927fe0f43852c71c0edcb Binary files /dev/null and b/validation_images/sample_13/generated_4901.png differ diff --git a/validation_images/sample_13/generated_499.png b/validation_images/sample_13/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..2f3111825eafa65d2a9bd6e50b496ecc272c8b94 Binary files /dev/null and b/validation_images/sample_13/generated_499.png differ diff --git a/validation_images/sample_13/generated_5401.png b/validation_images/sample_13/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..b388900b4d37cdcc38d01267a2cca0a1ea2c4a45 Binary files /dev/null and b/validation_images/sample_13/generated_5401.png differ diff --git a/validation_images/sample_13/generated_6303.png b/validation_images/sample_13/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..261f6209495e39aa378698fc66aeee81dd1e101b Binary files /dev/null and b/validation_images/sample_13/generated_6303.png differ diff --git a/validation_images/sample_13/generated_6803.png b/validation_images/sample_13/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..b10a27df0e8a484dce2743612ca6e568884f79ed Binary files /dev/null and b/validation_images/sample_13/generated_6803.png differ diff --git a/validation_images/sample_13/generated_7303.png b/validation_images/sample_13/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..5f61908d4afb8bbf12799b775deb02a33e7fb3e4 Binary files /dev/null and b/validation_images/sample_13/generated_7303.png differ diff --git a/validation_images/sample_13/generated_7803.png b/validation_images/sample_13/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..eb1fbb812ef5d761bfff65515a8bb5b6b4af3e70 Binary files /dev/null and b/validation_images/sample_13/generated_7803.png differ diff --git a/validation_images/sample_13/generated_8303.png b/validation_images/sample_13/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..01c48e8649cd088a130de8c40ad0fac4e43d01bf Binary files /dev/null and b/validation_images/sample_13/generated_8303.png differ diff --git a/validation_images/sample_13/generated_9205.png b/validation_images/sample_13/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..18c83b3cb3dc6f1e0a653db863f9fc4178f128d8 Binary files /dev/null and b/validation_images/sample_13/generated_9205.png differ diff --git a/validation_images/sample_13/generated_9705.png b/validation_images/sample_13/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..d851ad6a58c41c800f48266cf199bc7ca3209a50 Binary files /dev/null and b/validation_images/sample_13/generated_9705.png differ diff --git a/validation_images/sample_13/generated_999.png b/validation_images/sample_13/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..72942c42ba1769f438509477cbf4f3cefbb7ed31 Binary files /dev/null and b/validation_images/sample_13/generated_999.png differ diff --git a/validation_images/sample_13/input.png b/validation_images/sample_13/input.png new file mode 100644 index 0000000000000000000000000000000000000000..fb567586a49f14f7e78c8246fb22d6d867fa545d Binary files /dev/null and b/validation_images/sample_13/input.png differ diff --git a/validation_images/sample_13/target.png b/validation_images/sample_13/target.png new file mode 100644 index 0000000000000000000000000000000000000000..d7246869c6fa9ab3be0869a5c5495b0fe07be502 Binary files /dev/null and b/validation_images/sample_13/target.png differ diff --git a/validation_images/sample_14/generated_0.png b/validation_images/sample_14/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..d4d4f0e0c8534cc564a007f1d2bd3316f27e1f1f Binary files /dev/null and b/validation_images/sample_14/generated_0.png differ diff --git a/validation_images/sample_14/generated_10205.png b/validation_images/sample_14/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..9e7d59f1f9947a8304d378a3f619d5ab16a61042 Binary files /dev/null and b/validation_images/sample_14/generated_10205.png differ diff --git a/validation_images/sample_14/generated_10705.png b/validation_images/sample_14/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..33bf79ce6eb97c65ce21f8555b5f41250f53d8df Binary files /dev/null and b/validation_images/sample_14/generated_10705.png differ diff --git a/validation_images/sample_14/generated_11205.png b/validation_images/sample_14/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..4e46711bcd14e34ee5fadee17adaacb50709876f Binary files /dev/null and b/validation_images/sample_14/generated_11205.png differ diff --git a/validation_images/sample_14/generated_1499.png b/validation_images/sample_14/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..01de4a8afc7d573a612df0e1d0008ac4e68b60a1 Binary files /dev/null and b/validation_images/sample_14/generated_1499.png differ diff --git a/validation_images/sample_14/generated_1999.png b/validation_images/sample_14/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..94abe4278d3e1ab97a4df548c58ef51a6801124e Binary files /dev/null and b/validation_images/sample_14/generated_1999.png differ diff --git a/validation_images/sample_14/generated_2499.png b/validation_images/sample_14/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..ff2bce1e95727a78fa36adec9601b8d0e3c40311 Binary files /dev/null and b/validation_images/sample_14/generated_2499.png differ diff --git a/validation_images/sample_14/generated_3401.png b/validation_images/sample_14/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..1ef3243040903d1d4f66ff28921c185936dbb91e Binary files /dev/null and b/validation_images/sample_14/generated_3401.png differ diff --git a/validation_images/sample_14/generated_3901.png b/validation_images/sample_14/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..fa5f1026f52d2e4b75da58afb831d97e1d95d54f Binary files /dev/null and b/validation_images/sample_14/generated_3901.png differ diff --git a/validation_images/sample_14/generated_4401.png b/validation_images/sample_14/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..f038628a45e53e1441a44594c6de1a7ed86e99ba Binary files /dev/null and b/validation_images/sample_14/generated_4401.png differ diff --git a/validation_images/sample_14/generated_4901.png b/validation_images/sample_14/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..f28cb5c9a3af8a65907819de355fd5362fdfa1e5 Binary files /dev/null and b/validation_images/sample_14/generated_4901.png differ diff --git a/validation_images/sample_14/generated_499.png b/validation_images/sample_14/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..f96226a2f2c626eb2c20a862bb409ff32a27669b Binary files /dev/null and b/validation_images/sample_14/generated_499.png differ diff --git a/validation_images/sample_14/generated_5401.png b/validation_images/sample_14/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..23450c70d175b59b6f46318e3b3767fa2f564548 Binary files /dev/null and b/validation_images/sample_14/generated_5401.png differ diff --git a/validation_images/sample_14/generated_6303.png b/validation_images/sample_14/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..592aff2373a5d12fe5bd8b9740881fe4c7433078 Binary files /dev/null and b/validation_images/sample_14/generated_6303.png differ diff --git a/validation_images/sample_14/generated_6803.png b/validation_images/sample_14/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..0c0a8a38aae5b383c4e779a57dd5528394c12cf6 Binary files /dev/null and b/validation_images/sample_14/generated_6803.png differ diff --git a/validation_images/sample_14/generated_7303.png b/validation_images/sample_14/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..43b43fa1b6a8ac788c81912274b0ebd968ef9942 Binary files /dev/null and b/validation_images/sample_14/generated_7303.png differ diff --git a/validation_images/sample_14/generated_7803.png b/validation_images/sample_14/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..ba24e1b76344d957252fae0c974a377dabd7a15c Binary files /dev/null and b/validation_images/sample_14/generated_7803.png differ diff --git a/validation_images/sample_14/generated_8303.png b/validation_images/sample_14/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..7083d3722d5e411f512f2f95e4d1c5cb2a818442 Binary files /dev/null and b/validation_images/sample_14/generated_8303.png differ diff --git a/validation_images/sample_14/generated_9205.png b/validation_images/sample_14/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..ec4174c09a4c3bed6dcd43c0825998301bf522ce Binary files /dev/null and b/validation_images/sample_14/generated_9205.png differ diff --git a/validation_images/sample_14/generated_9705.png b/validation_images/sample_14/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..3379f8e6f13804d358dbc4d54b8e37ba54926598 Binary files /dev/null and b/validation_images/sample_14/generated_9705.png differ diff --git a/validation_images/sample_14/generated_999.png b/validation_images/sample_14/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..c7ab585b1d259d30d10529992c8361980a4e7f3e Binary files /dev/null and b/validation_images/sample_14/generated_999.png differ diff --git a/validation_images/sample_14/input.png b/validation_images/sample_14/input.png new file mode 100644 index 0000000000000000000000000000000000000000..6441612c95a6dcee0b28548058203cdffba12430 Binary files /dev/null and b/validation_images/sample_14/input.png differ diff --git a/validation_images/sample_14/target.png b/validation_images/sample_14/target.png new file mode 100644 index 0000000000000000000000000000000000000000..cf5d6c7e0bcef19adf27f719ee3015ca9209e824 Binary files /dev/null and b/validation_images/sample_14/target.png differ diff --git a/validation_images/sample_15/generated_0.png b/validation_images/sample_15/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..e02cd8f663dc3cb9d59a0c25f073e79b3ea28576 Binary files /dev/null and b/validation_images/sample_15/generated_0.png differ diff --git a/validation_images/sample_15/generated_10205.png b/validation_images/sample_15/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..bde1c8f1cd55465a34581547539d6e0add9509e0 Binary files /dev/null and b/validation_images/sample_15/generated_10205.png differ diff --git a/validation_images/sample_15/generated_10705.png b/validation_images/sample_15/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..785e23b17f1ba6687fa7b0462db3e2e2b779a10d Binary files /dev/null and b/validation_images/sample_15/generated_10705.png differ diff --git a/validation_images/sample_15/generated_11205.png b/validation_images/sample_15/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..7c59ff08ef2f1930b8808268925334b3cfe24531 Binary files /dev/null and b/validation_images/sample_15/generated_11205.png differ diff --git a/validation_images/sample_15/generated_1499.png b/validation_images/sample_15/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..7d50195637fad80c7f6f887a5745e3bb315b8abe Binary files /dev/null and b/validation_images/sample_15/generated_1499.png differ diff --git a/validation_images/sample_15/generated_1999.png b/validation_images/sample_15/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..b8181230e8775b453426021d58fc8fc19362157b Binary files /dev/null and b/validation_images/sample_15/generated_1999.png differ diff --git a/validation_images/sample_15/generated_2499.png b/validation_images/sample_15/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..2f7adc39e1b34841a5fdc0fffdd17df0793368d0 Binary files /dev/null and b/validation_images/sample_15/generated_2499.png differ diff --git a/validation_images/sample_15/generated_3401.png b/validation_images/sample_15/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..53900de553f04c304fa98954b429777629c400a6 Binary files /dev/null and b/validation_images/sample_15/generated_3401.png differ diff --git a/validation_images/sample_15/generated_3901.png b/validation_images/sample_15/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..cf622102df19166154107cb397f137774408de96 Binary files /dev/null and b/validation_images/sample_15/generated_3901.png differ diff --git a/validation_images/sample_15/generated_4401.png b/validation_images/sample_15/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..716b7c72009be62df5e9f1c5d9a35441d9120d33 Binary files /dev/null and b/validation_images/sample_15/generated_4401.png differ diff --git a/validation_images/sample_15/generated_4901.png b/validation_images/sample_15/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..6c7836dc7f715ec9fee92ad3a8b1b6d8459822d3 Binary files /dev/null and b/validation_images/sample_15/generated_4901.png differ diff --git a/validation_images/sample_15/generated_499.png b/validation_images/sample_15/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..5870f0525e04edcf430a453b79748908c39c8d57 Binary files /dev/null and b/validation_images/sample_15/generated_499.png differ diff --git a/validation_images/sample_15/generated_5401.png b/validation_images/sample_15/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..236b4491a6efc2f0adc804f5e8fda5914ee4d887 Binary files /dev/null and b/validation_images/sample_15/generated_5401.png differ diff --git a/validation_images/sample_15/generated_6303.png b/validation_images/sample_15/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..796708600409e02a67d0fadd3d3ba6be293994cc Binary files /dev/null and b/validation_images/sample_15/generated_6303.png differ diff --git a/validation_images/sample_15/generated_6803.png b/validation_images/sample_15/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..99b6998febc6e0ce7a4abf11a999cd2d2c15db87 Binary files /dev/null and b/validation_images/sample_15/generated_6803.png differ diff --git a/validation_images/sample_15/generated_7303.png b/validation_images/sample_15/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..9ef48982c0644fa387c9053a4bc7043f63ac1a22 Binary files /dev/null and b/validation_images/sample_15/generated_7303.png differ diff --git a/validation_images/sample_15/generated_7803.png b/validation_images/sample_15/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..3c39fdf4fe400c508c024d457911d6f830fcfdad Binary files /dev/null and b/validation_images/sample_15/generated_7803.png differ diff --git a/validation_images/sample_15/generated_8303.png b/validation_images/sample_15/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..8fe260576dabf07dffa9e2d69b0132b257b45a7a Binary files /dev/null and b/validation_images/sample_15/generated_8303.png differ diff --git a/validation_images/sample_15/generated_9205.png b/validation_images/sample_15/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..75dc171ac9182bcee1487eda1e77f3ea2e93bb79 Binary files /dev/null and b/validation_images/sample_15/generated_9205.png differ diff --git a/validation_images/sample_15/generated_9705.png b/validation_images/sample_15/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..9350556d007b72fdefd71ae2b32be4866cf7fa79 Binary files /dev/null and b/validation_images/sample_15/generated_9705.png differ diff --git a/validation_images/sample_15/generated_999.png b/validation_images/sample_15/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..8848b4a7c5682030f776ad6d6298c67439414a24 Binary files /dev/null and b/validation_images/sample_15/generated_999.png differ diff --git a/validation_images/sample_15/input.png b/validation_images/sample_15/input.png new file mode 100644 index 0000000000000000000000000000000000000000..c39aaee18fdac9657ba40c16a4586ee74d3fcb89 Binary files /dev/null and b/validation_images/sample_15/input.png differ diff --git a/validation_images/sample_15/target.png b/validation_images/sample_15/target.png new file mode 100644 index 0000000000000000000000000000000000000000..a1b9d342d777b0532126608bbf0ecd7c75053898 Binary files /dev/null and b/validation_images/sample_15/target.png differ diff --git a/validation_images/sample_16/generated_0.png b/validation_images/sample_16/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..163cc62a3c64569abe0eafa5ff706b9f5c60f6ab Binary files /dev/null and b/validation_images/sample_16/generated_0.png differ diff --git a/validation_images/sample_16/generated_10205.png b/validation_images/sample_16/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..4abcc5a252c0bce532179470bc5e1b50d4d9bfcb Binary files /dev/null and b/validation_images/sample_16/generated_10205.png differ diff --git a/validation_images/sample_16/generated_10705.png b/validation_images/sample_16/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..260838d25359cd11c8067db26ae54304e46c5638 Binary files /dev/null and b/validation_images/sample_16/generated_10705.png differ diff --git a/validation_images/sample_16/generated_11205.png b/validation_images/sample_16/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..91b1a4ca67982b1841038f3ccbc547b5d9c8fb78 Binary files /dev/null and b/validation_images/sample_16/generated_11205.png differ diff --git a/validation_images/sample_16/generated_1499.png b/validation_images/sample_16/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..9cc1f8744ce8521b6e27a64e341e3e26b10ef8ed Binary files /dev/null and b/validation_images/sample_16/generated_1499.png differ diff --git a/validation_images/sample_16/generated_1999.png b/validation_images/sample_16/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..3d34b6e45cf454e296a93e115f064b4372661e42 Binary files /dev/null and b/validation_images/sample_16/generated_1999.png differ diff --git a/validation_images/sample_16/generated_2499.png b/validation_images/sample_16/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..b35bae79e72d1df597552fc45ab0860581d37a7b Binary files /dev/null and b/validation_images/sample_16/generated_2499.png differ diff --git a/validation_images/sample_16/generated_3401.png b/validation_images/sample_16/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..017fef3c670438b2b417ce72d17ba732826cc75c Binary files /dev/null and b/validation_images/sample_16/generated_3401.png differ diff --git a/validation_images/sample_16/generated_3901.png b/validation_images/sample_16/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..96bcab0ce1d075d7049593defb7d2086de014e79 Binary files /dev/null and b/validation_images/sample_16/generated_3901.png differ diff --git a/validation_images/sample_16/generated_4401.png b/validation_images/sample_16/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..81521d0c1606cdd1d971b8bd2d68f5eeecbfb434 Binary files /dev/null and b/validation_images/sample_16/generated_4401.png differ diff --git a/validation_images/sample_16/generated_4901.png b/validation_images/sample_16/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..8aa9a5ee17f2aa95d6388957c43167ce3579a958 Binary files /dev/null and b/validation_images/sample_16/generated_4901.png differ diff --git a/validation_images/sample_16/generated_499.png b/validation_images/sample_16/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..546bc077106a996daebd810180881fcf87ea85c1 Binary files /dev/null and b/validation_images/sample_16/generated_499.png differ diff --git a/validation_images/sample_16/generated_5401.png b/validation_images/sample_16/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..ed8f523dd50dd12a0a0edb05b91583494ac15c05 Binary files /dev/null and b/validation_images/sample_16/generated_5401.png differ diff --git a/validation_images/sample_16/generated_6303.png b/validation_images/sample_16/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..183e4dcbf36fed3cb3db029062b9af8fa3db6a18 Binary files /dev/null and b/validation_images/sample_16/generated_6303.png differ diff --git a/validation_images/sample_16/generated_6803.png b/validation_images/sample_16/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..989c1ea408d0dc465a4d71e5bb09d4d9edd13938 Binary files /dev/null and b/validation_images/sample_16/generated_6803.png differ diff --git a/validation_images/sample_16/generated_7303.png b/validation_images/sample_16/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..b419fee0beb07bd2204fd71f01f5e665290d40ef Binary files /dev/null and b/validation_images/sample_16/generated_7303.png differ diff --git a/validation_images/sample_16/generated_7803.png b/validation_images/sample_16/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..98a004b7110cda47f5ac5edfb5e324991a4f19da Binary files /dev/null and b/validation_images/sample_16/generated_7803.png differ diff --git a/validation_images/sample_16/generated_8303.png b/validation_images/sample_16/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..22568c35a5f53f6d7037aa63945230cf02549768 Binary files /dev/null and b/validation_images/sample_16/generated_8303.png differ diff --git a/validation_images/sample_16/generated_9205.png b/validation_images/sample_16/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..145e8e6a9c5217da484c6d3e81f891f4c9b656d0 Binary files /dev/null and b/validation_images/sample_16/generated_9205.png differ diff --git a/validation_images/sample_16/generated_9705.png b/validation_images/sample_16/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..0a470c8c81d519def2d5b02996ac9173e54a609c Binary files /dev/null and b/validation_images/sample_16/generated_9705.png differ diff --git a/validation_images/sample_16/generated_999.png b/validation_images/sample_16/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..9b601cd5bf6bc19bf0a6b77ffe314a056889d1ba Binary files /dev/null and b/validation_images/sample_16/generated_999.png differ diff --git a/validation_images/sample_16/input.png b/validation_images/sample_16/input.png new file mode 100644 index 0000000000000000000000000000000000000000..c35a1416f5c5afa5024ca35be391b56dd9da5f70 Binary files /dev/null and b/validation_images/sample_16/input.png differ diff --git a/validation_images/sample_16/target.png b/validation_images/sample_16/target.png new file mode 100644 index 0000000000000000000000000000000000000000..c1dd49260975a10b18ed75af48b54d6d035dbb51 Binary files /dev/null and b/validation_images/sample_16/target.png differ diff --git a/validation_images/sample_17/generated_0.png b/validation_images/sample_17/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..21e4929ea720b4453ecc1d3f50260627c66377f3 Binary files /dev/null and b/validation_images/sample_17/generated_0.png differ diff --git a/validation_images/sample_17/generated_10205.png b/validation_images/sample_17/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..2f5ef0cc5bc51deba7da61dcf01dda615eec8d3e Binary files /dev/null and b/validation_images/sample_17/generated_10205.png differ diff --git a/validation_images/sample_17/generated_10705.png b/validation_images/sample_17/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..1c30bf5c932e1cfcbca6b79521d0aadfb6ded831 Binary files /dev/null and b/validation_images/sample_17/generated_10705.png differ diff --git a/validation_images/sample_17/generated_11205.png b/validation_images/sample_17/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..d38cc9968e82daf4c112c50f322c7a48ec9b468e Binary files /dev/null and b/validation_images/sample_17/generated_11205.png differ diff --git a/validation_images/sample_17/generated_1499.png b/validation_images/sample_17/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..6bd4bcf0df67041bee9e46237582a0a41a5a090e Binary files /dev/null and b/validation_images/sample_17/generated_1499.png differ diff --git a/validation_images/sample_17/generated_1999.png b/validation_images/sample_17/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..20c5456139c1faf96f45eac4ebbe16894953e620 Binary files /dev/null and b/validation_images/sample_17/generated_1999.png differ diff --git a/validation_images/sample_17/generated_2499.png b/validation_images/sample_17/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..10a35595516b752ba534a563454e4750e09f18fd Binary files /dev/null and b/validation_images/sample_17/generated_2499.png differ diff --git a/validation_images/sample_17/generated_3401.png b/validation_images/sample_17/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..a07de3802095cf63e91a17de0dc69117e0770a66 Binary files /dev/null and b/validation_images/sample_17/generated_3401.png differ diff --git a/validation_images/sample_17/generated_3901.png b/validation_images/sample_17/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..88f2c6ec09082f5e74544aa7bfd92f4b4e845799 Binary files /dev/null and b/validation_images/sample_17/generated_3901.png differ diff --git a/validation_images/sample_17/generated_4401.png b/validation_images/sample_17/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..51c6f731624f7abf04051f2ebd11461c7dec7656 Binary files /dev/null and b/validation_images/sample_17/generated_4401.png differ diff --git a/validation_images/sample_17/generated_4901.png b/validation_images/sample_17/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..45343d5c128a29d938f2efea0193e0c88b8c06dd Binary files /dev/null and b/validation_images/sample_17/generated_4901.png differ diff --git a/validation_images/sample_17/generated_499.png b/validation_images/sample_17/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..dba58cd79cadaa82f08cdbed7ebea2bd58eb80fc Binary files /dev/null and b/validation_images/sample_17/generated_499.png differ diff --git a/validation_images/sample_17/generated_5401.png b/validation_images/sample_17/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..c7d0a72e829ad40980dd48ad725cb1c8d01c9174 Binary files /dev/null and b/validation_images/sample_17/generated_5401.png differ diff --git a/validation_images/sample_17/generated_6303.png b/validation_images/sample_17/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..ab84013e813d1c22bbbad19507fb8f6a49ca15d4 Binary files /dev/null and b/validation_images/sample_17/generated_6303.png differ diff --git a/validation_images/sample_17/generated_6803.png b/validation_images/sample_17/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..222c3fc73fd6e5cbe3cf11daa383003471c5777f Binary files /dev/null and b/validation_images/sample_17/generated_6803.png differ diff --git a/validation_images/sample_17/generated_7303.png b/validation_images/sample_17/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..2a807d3b0c2544e8dab18f7cf9789da1fd4e284c Binary files /dev/null and b/validation_images/sample_17/generated_7303.png differ diff --git a/validation_images/sample_17/generated_7803.png b/validation_images/sample_17/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..5a3a63d9e42e2e045a69699c690473ecd3e87173 Binary files /dev/null and b/validation_images/sample_17/generated_7803.png differ diff --git a/validation_images/sample_17/generated_8303.png b/validation_images/sample_17/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..c33d9ce97806ce8e99f6a668d62211779b67c952 Binary files /dev/null and b/validation_images/sample_17/generated_8303.png differ diff --git a/validation_images/sample_17/generated_9205.png b/validation_images/sample_17/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..d2c223c46c7a59ee705f4fdcbc2bf6f6f83a031a Binary files /dev/null and b/validation_images/sample_17/generated_9205.png differ diff --git a/validation_images/sample_17/generated_9705.png b/validation_images/sample_17/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..c778f506f68de0d4511495a65b564e9831baedf2 Binary files /dev/null and b/validation_images/sample_17/generated_9705.png differ diff --git a/validation_images/sample_17/generated_999.png b/validation_images/sample_17/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..32c98635beb680b8ffa98117d669125051839eb5 Binary files /dev/null and b/validation_images/sample_17/generated_999.png differ diff --git a/validation_images/sample_17/input.png b/validation_images/sample_17/input.png new file mode 100644 index 0000000000000000000000000000000000000000..532c8a3ab4061547fc82651c70d4e8810dab2c33 Binary files /dev/null and b/validation_images/sample_17/input.png differ diff --git a/validation_images/sample_17/target.png b/validation_images/sample_17/target.png new file mode 100644 index 0000000000000000000000000000000000000000..70f22117b36621ba2f0f871c10b6185b48844ed2 Binary files /dev/null and b/validation_images/sample_17/target.png differ diff --git a/validation_images/sample_18/generated_0.png b/validation_images/sample_18/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..470afc393a2bb2dcf8bdd80572866dc7176a593e Binary files /dev/null and b/validation_images/sample_18/generated_0.png differ diff --git a/validation_images/sample_18/generated_10205.png b/validation_images/sample_18/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..19f6a328629716262d2e64e866d9373a6b788879 Binary files /dev/null and b/validation_images/sample_18/generated_10205.png differ diff --git a/validation_images/sample_18/generated_10705.png b/validation_images/sample_18/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..2bd130032167e55298b14013bad62ddf61812338 Binary files /dev/null and b/validation_images/sample_18/generated_10705.png differ diff --git a/validation_images/sample_18/generated_11205.png b/validation_images/sample_18/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..6c6bff716bcc4b885667361a5e3444053024e3de Binary files /dev/null and b/validation_images/sample_18/generated_11205.png differ diff --git a/validation_images/sample_18/generated_1499.png b/validation_images/sample_18/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..8dd394c923c814dd20ef13f11c5b7838d09fb911 Binary files /dev/null and b/validation_images/sample_18/generated_1499.png differ diff --git a/validation_images/sample_18/generated_1999.png b/validation_images/sample_18/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..7f51bbc03c2154c8bdaa69949821df4ff6a1cfd3 Binary files /dev/null and b/validation_images/sample_18/generated_1999.png differ diff --git a/validation_images/sample_18/generated_2499.png b/validation_images/sample_18/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..db87a3ccccfae4e44f9a0f0bdb6ae480807d6058 Binary files /dev/null and b/validation_images/sample_18/generated_2499.png differ diff --git a/validation_images/sample_18/generated_3401.png b/validation_images/sample_18/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..52cb01c84b60a5f7f10d1b512b602b28aa2777db Binary files /dev/null and b/validation_images/sample_18/generated_3401.png differ diff --git a/validation_images/sample_18/generated_3901.png b/validation_images/sample_18/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..abc30e4f7a0e6231fcdd0d55d831f8df680fa6e4 Binary files /dev/null and b/validation_images/sample_18/generated_3901.png differ diff --git a/validation_images/sample_18/generated_4401.png b/validation_images/sample_18/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..618d6c7df42efbaf26fb0679c697283efec8ed4e Binary files /dev/null and b/validation_images/sample_18/generated_4401.png differ diff --git a/validation_images/sample_18/generated_4901.png b/validation_images/sample_18/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..a091e1cd29c706ac7dc94bff9fdb1b58e01db6ba Binary files /dev/null and b/validation_images/sample_18/generated_4901.png differ diff --git a/validation_images/sample_18/generated_499.png b/validation_images/sample_18/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..4c6092fe568efef23225085c29d401a545ec7674 Binary files /dev/null and b/validation_images/sample_18/generated_499.png differ diff --git a/validation_images/sample_18/generated_5401.png b/validation_images/sample_18/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..60db7e3f072f17a9d7a1860f519d10c11590dd95 Binary files /dev/null and b/validation_images/sample_18/generated_5401.png differ diff --git a/validation_images/sample_18/generated_6303.png b/validation_images/sample_18/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..0aacc45e10a95643f953c5880388a1ba074b903b Binary files /dev/null and b/validation_images/sample_18/generated_6303.png differ diff --git a/validation_images/sample_18/generated_6803.png b/validation_images/sample_18/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..3fc9cb4df09c0c73b68953287e74f9f212e3cfa7 Binary files /dev/null and b/validation_images/sample_18/generated_6803.png differ diff --git a/validation_images/sample_18/generated_7303.png b/validation_images/sample_18/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..73ba05c26aa2af191067101a92ccbf25da2fd191 Binary files /dev/null and b/validation_images/sample_18/generated_7303.png differ diff --git a/validation_images/sample_18/generated_7803.png b/validation_images/sample_18/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..f284daf37cd7378c402027eb71753a8b21dc6054 Binary files /dev/null and b/validation_images/sample_18/generated_7803.png differ diff --git a/validation_images/sample_18/generated_8303.png b/validation_images/sample_18/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..627d2fbfa1f3af5d51aa564e2e385750096fae91 Binary files /dev/null and b/validation_images/sample_18/generated_8303.png differ diff --git a/validation_images/sample_18/generated_9205.png b/validation_images/sample_18/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..7e446e16440ef449a81c3bf53c376e3b12ac73bd Binary files /dev/null and b/validation_images/sample_18/generated_9205.png differ diff --git a/validation_images/sample_18/generated_9705.png b/validation_images/sample_18/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..4186540cc2b450b11398fe8bc5a8e8843a13239a Binary files /dev/null and b/validation_images/sample_18/generated_9705.png differ diff --git a/validation_images/sample_18/generated_999.png b/validation_images/sample_18/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..09267dbc9cfbc179598bcfbd2fb8890a7c918f46 Binary files /dev/null and b/validation_images/sample_18/generated_999.png differ diff --git a/validation_images/sample_18/input.png b/validation_images/sample_18/input.png new file mode 100644 index 0000000000000000000000000000000000000000..48eb2805a3768db04d0ec743512577a2611553c0 Binary files /dev/null and b/validation_images/sample_18/input.png differ diff --git a/validation_images/sample_18/target.png b/validation_images/sample_18/target.png new file mode 100644 index 0000000000000000000000000000000000000000..e34d5f0279f06bff3bd3595fab347d6f7ec13297 Binary files /dev/null and b/validation_images/sample_18/target.png differ diff --git a/validation_images/sample_19/generated_0.png b/validation_images/sample_19/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..5fe025e8824a1c367d91ec1250cb361de75b6414 Binary files /dev/null and b/validation_images/sample_19/generated_0.png differ diff --git a/validation_images/sample_19/generated_10205.png b/validation_images/sample_19/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..b7ab737466c3e5f71e2d37c5eeb775a0a09ed878 Binary files /dev/null and b/validation_images/sample_19/generated_10205.png differ diff --git a/validation_images/sample_19/generated_10705.png b/validation_images/sample_19/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..d6eaecf75c04c2d9e1db060161e916a33873d72c Binary files /dev/null and b/validation_images/sample_19/generated_10705.png differ diff --git a/validation_images/sample_19/generated_11205.png b/validation_images/sample_19/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..1181e20b7455d8ff699ff1150b0ff6c16ddabbba Binary files /dev/null and b/validation_images/sample_19/generated_11205.png differ diff --git a/validation_images/sample_19/generated_1499.png b/validation_images/sample_19/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..44fc1a9863ca0571c7938e8b881290368c157999 Binary files /dev/null and b/validation_images/sample_19/generated_1499.png differ diff --git a/validation_images/sample_19/generated_1999.png b/validation_images/sample_19/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..9278f0a166330ae73d3678a1a4c73e1892e1a346 Binary files /dev/null and b/validation_images/sample_19/generated_1999.png differ diff --git a/validation_images/sample_19/generated_2499.png b/validation_images/sample_19/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..cfdac787144185f9714e2ecb63c004a5cc5d57b3 Binary files /dev/null and b/validation_images/sample_19/generated_2499.png differ diff --git a/validation_images/sample_19/generated_3401.png b/validation_images/sample_19/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..690d87a9c7ea1413d1b18251652ddf91e2663301 Binary files /dev/null and b/validation_images/sample_19/generated_3401.png differ diff --git a/validation_images/sample_19/generated_3901.png b/validation_images/sample_19/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..a6ed067f44297d66df9b52ead2ce9e0499eb129e Binary files /dev/null and b/validation_images/sample_19/generated_3901.png differ diff --git a/validation_images/sample_19/generated_4401.png b/validation_images/sample_19/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..8a48cc87b471750699ad17235b0c9f017f7b5623 Binary files /dev/null and b/validation_images/sample_19/generated_4401.png differ diff --git a/validation_images/sample_19/generated_4901.png b/validation_images/sample_19/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..929f950030c6331712498c6e8cac9baf1cce8edb Binary files /dev/null and b/validation_images/sample_19/generated_4901.png differ diff --git a/validation_images/sample_19/generated_499.png b/validation_images/sample_19/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..8eb4e5d7c05f17fe2680b5f92959988952401f20 Binary files /dev/null and b/validation_images/sample_19/generated_499.png differ diff --git a/validation_images/sample_19/generated_5401.png b/validation_images/sample_19/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..56e7755bdc5f48f7b00bbd4b4ae39105bd4e3c35 Binary files /dev/null and b/validation_images/sample_19/generated_5401.png differ diff --git a/validation_images/sample_19/generated_6303.png b/validation_images/sample_19/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..b1de002d78ac9d47aaf30b622caf6a124d193ae7 Binary files /dev/null and b/validation_images/sample_19/generated_6303.png differ diff --git a/validation_images/sample_19/generated_6803.png b/validation_images/sample_19/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..fe5c7301746c367738be8b91ad37dbbb5a9349a7 Binary files /dev/null and b/validation_images/sample_19/generated_6803.png differ diff --git a/validation_images/sample_19/generated_7303.png b/validation_images/sample_19/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..6eff5c055b5fd84ef4548f3f110975e6e7e71b87 Binary files /dev/null and b/validation_images/sample_19/generated_7303.png differ diff --git a/validation_images/sample_19/generated_7803.png b/validation_images/sample_19/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..b67d48c206f3be10615d152609228ed712cecebd Binary files /dev/null and b/validation_images/sample_19/generated_7803.png differ diff --git a/validation_images/sample_19/generated_8303.png b/validation_images/sample_19/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..206e436189fa756399ebf8133d37731f5978691a Binary files /dev/null and b/validation_images/sample_19/generated_8303.png differ diff --git a/validation_images/sample_19/generated_9205.png b/validation_images/sample_19/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..0068cf40f2aa0f2170f2db0a64722dc989f592cb Binary files /dev/null and b/validation_images/sample_19/generated_9205.png differ diff --git a/validation_images/sample_19/generated_9705.png b/validation_images/sample_19/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..a9b59a9203082076f3125c94fe964699b6e8138b Binary files /dev/null and b/validation_images/sample_19/generated_9705.png differ diff --git a/validation_images/sample_19/generated_999.png b/validation_images/sample_19/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..cdecff4b9d434b94570ef8dcf10c26a0d09138a9 Binary files /dev/null and b/validation_images/sample_19/generated_999.png differ diff --git a/validation_images/sample_19/input.png b/validation_images/sample_19/input.png new file mode 100644 index 0000000000000000000000000000000000000000..d6bb708fa203731296401a1623049f33a18a2d63 Binary files /dev/null and b/validation_images/sample_19/input.png differ diff --git a/validation_images/sample_19/target.png b/validation_images/sample_19/target.png new file mode 100644 index 0000000000000000000000000000000000000000..4adf5c8b6fc543e028f2588ee3fb1bd3f731989d Binary files /dev/null and b/validation_images/sample_19/target.png differ diff --git a/validation_images/sample_2/generated_0.png b/validation_images/sample_2/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..65b0302fcb754a9bb51cdcc8ea630b46dbd99d4b Binary files /dev/null and b/validation_images/sample_2/generated_0.png differ diff --git a/validation_images/sample_2/generated_10205.png b/validation_images/sample_2/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..8d93823a3e5b75e300109112b9c462fcf76975e7 Binary files /dev/null and b/validation_images/sample_2/generated_10205.png differ diff --git a/validation_images/sample_2/generated_10705.png b/validation_images/sample_2/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..7375ef07d533ca791db2f8cdba272954c438149e Binary files /dev/null and b/validation_images/sample_2/generated_10705.png differ diff --git a/validation_images/sample_2/generated_11205.png b/validation_images/sample_2/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..4406a2c88a93d9a151eec269067844202cdc5a71 Binary files /dev/null and b/validation_images/sample_2/generated_11205.png differ diff --git a/validation_images/sample_2/generated_1499.png b/validation_images/sample_2/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..edef9c222a14e5fb1ec3776df8adaabcbf6de2db Binary files /dev/null and b/validation_images/sample_2/generated_1499.png differ diff --git a/validation_images/sample_2/generated_1999.png b/validation_images/sample_2/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..3c0db4c115c5cbc68d409a2a39da9341f06369e4 Binary files /dev/null and b/validation_images/sample_2/generated_1999.png differ diff --git a/validation_images/sample_2/generated_2499.png b/validation_images/sample_2/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..0d0e5eaa9b25cea604620c7aae8955eab1312b2f Binary files /dev/null and b/validation_images/sample_2/generated_2499.png differ diff --git a/validation_images/sample_2/generated_3401.png b/validation_images/sample_2/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..935c8ba9015e9201fc46f0e255945bb6e780f966 Binary files /dev/null and b/validation_images/sample_2/generated_3401.png differ diff --git a/validation_images/sample_2/generated_3901.png b/validation_images/sample_2/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..376e66c7aaa31032e6fc67ba0763e36c258e7c22 Binary files /dev/null and b/validation_images/sample_2/generated_3901.png differ diff --git a/validation_images/sample_2/generated_4401.png b/validation_images/sample_2/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..7ac20762bd2d08c1521f36ac05ebe1835b8abe83 Binary files /dev/null and b/validation_images/sample_2/generated_4401.png differ diff --git a/validation_images/sample_2/generated_4901.png b/validation_images/sample_2/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..6112845a1584fd3710171815177d4a428f9015c4 Binary files /dev/null and b/validation_images/sample_2/generated_4901.png differ diff --git a/validation_images/sample_2/generated_499.png b/validation_images/sample_2/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..0fbd80af4b32750c8ef2efe60701fd1012210199 Binary files /dev/null and b/validation_images/sample_2/generated_499.png differ diff --git a/validation_images/sample_2/generated_5401.png b/validation_images/sample_2/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..83b9f09b2c264a5f35b9d4123d1bbae5d0b9e449 Binary files /dev/null and b/validation_images/sample_2/generated_5401.png differ diff --git a/validation_images/sample_2/generated_6303.png b/validation_images/sample_2/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..0666c38539e8d465f41f7ec078e59585e360a3b4 Binary files /dev/null and b/validation_images/sample_2/generated_6303.png differ diff --git a/validation_images/sample_2/generated_6803.png b/validation_images/sample_2/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..9d791b0069f794e06572d194992e25acfcb414d3 Binary files /dev/null and b/validation_images/sample_2/generated_6803.png differ diff --git a/validation_images/sample_2/generated_7303.png b/validation_images/sample_2/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..4dee50470800991dc5d9e8236c4cda22308613ca Binary files /dev/null and b/validation_images/sample_2/generated_7303.png differ diff --git a/validation_images/sample_2/generated_7803.png b/validation_images/sample_2/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..0dc84eb433a181ce1934c879bb21c073225b97de Binary files /dev/null and b/validation_images/sample_2/generated_7803.png differ diff --git a/validation_images/sample_2/generated_8303.png b/validation_images/sample_2/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..8d6d43ba8647dd35b219c79f18aeae5e72bed063 Binary files /dev/null and b/validation_images/sample_2/generated_8303.png differ diff --git a/validation_images/sample_2/generated_9205.png b/validation_images/sample_2/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..18248e85a435ffb7860625ff663742ec7b2111fe Binary files /dev/null and b/validation_images/sample_2/generated_9205.png differ diff --git a/validation_images/sample_2/generated_9705.png b/validation_images/sample_2/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..5fa823979e9ccc2959be830e5624b1c1d05789ba Binary files /dev/null and b/validation_images/sample_2/generated_9705.png differ diff --git a/validation_images/sample_2/generated_999.png b/validation_images/sample_2/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..15aab3ba6a84baa4d4aab7447ef58c7b8c053852 Binary files /dev/null and b/validation_images/sample_2/generated_999.png differ diff --git a/validation_images/sample_2/input.png b/validation_images/sample_2/input.png new file mode 100644 index 0000000000000000000000000000000000000000..c6810b1e620c0b5a45e7500cabf0fe874a60e229 Binary files /dev/null and b/validation_images/sample_2/input.png differ diff --git a/validation_images/sample_2/target.png b/validation_images/sample_2/target.png new file mode 100644 index 0000000000000000000000000000000000000000..8095b7c3c7b57e01217646ea6584fb53f0cde811 Binary files /dev/null and b/validation_images/sample_2/target.png differ diff --git a/validation_images/sample_20/generated_0.png b/validation_images/sample_20/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..7fcde50db755a7e598d0576fb89e6b3bb7fb3406 Binary files /dev/null and b/validation_images/sample_20/generated_0.png differ diff --git a/validation_images/sample_20/generated_10205.png b/validation_images/sample_20/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..6d71a85c912448fbacbc5eac96ed4443582997f4 Binary files /dev/null and b/validation_images/sample_20/generated_10205.png differ diff --git a/validation_images/sample_20/generated_10705.png b/validation_images/sample_20/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..e113f61af06d2c1b15f5586e157105f12b5fde94 Binary files /dev/null and b/validation_images/sample_20/generated_10705.png differ diff --git a/validation_images/sample_20/generated_11205.png b/validation_images/sample_20/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..0a34530c9e3650d10ce7da5c819231f0a3b75afd Binary files /dev/null and b/validation_images/sample_20/generated_11205.png differ diff --git a/validation_images/sample_20/generated_1499.png b/validation_images/sample_20/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..8ddece335328c5acc837f6c3546cda6c12e6608f Binary files /dev/null and b/validation_images/sample_20/generated_1499.png differ diff --git a/validation_images/sample_20/generated_1999.png b/validation_images/sample_20/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..4ab7dafc3aab33a2b1d3cd7543f8bb7ad9f1b14f Binary files /dev/null and b/validation_images/sample_20/generated_1999.png differ diff --git a/validation_images/sample_20/generated_2499.png b/validation_images/sample_20/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..afe0782cd295104c48978304ecf9f38cb3eee067 Binary files /dev/null and b/validation_images/sample_20/generated_2499.png differ diff --git a/validation_images/sample_20/generated_3401.png b/validation_images/sample_20/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..8990107248bd67b29e983a8227ef43db29ac6d24 Binary files /dev/null and b/validation_images/sample_20/generated_3401.png differ diff --git a/validation_images/sample_20/generated_3901.png b/validation_images/sample_20/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..f287dc7c4ee2833184c722789f138d8106e11a96 Binary files /dev/null and b/validation_images/sample_20/generated_3901.png differ diff --git a/validation_images/sample_20/generated_4401.png b/validation_images/sample_20/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..30ab79e55361f8566b6fb56f53be06b0e3462885 Binary files /dev/null and b/validation_images/sample_20/generated_4401.png differ diff --git a/validation_images/sample_20/generated_4901.png b/validation_images/sample_20/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..7291be239721af61759083db0837e8a941816871 Binary files /dev/null and b/validation_images/sample_20/generated_4901.png differ diff --git a/validation_images/sample_20/generated_499.png b/validation_images/sample_20/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..29b11872c8eb7b03a2007420198a1f35520fdd98 Binary files /dev/null and b/validation_images/sample_20/generated_499.png differ diff --git a/validation_images/sample_20/generated_5401.png b/validation_images/sample_20/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..c4bf6d3ae19c17077f4b26afa921f97cfd3a5754 Binary files /dev/null and b/validation_images/sample_20/generated_5401.png differ diff --git a/validation_images/sample_20/generated_6303.png b/validation_images/sample_20/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..4118c67da4e09dd130b70c92f11f58924739af7d Binary files /dev/null and b/validation_images/sample_20/generated_6303.png differ diff --git a/validation_images/sample_20/generated_6803.png b/validation_images/sample_20/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..27c7d06a98b8a3dd64e94d0957976b1c379835b0 Binary files /dev/null and b/validation_images/sample_20/generated_6803.png differ diff --git a/validation_images/sample_20/generated_7303.png b/validation_images/sample_20/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..49448ed6866c889ed5bd401de477506a0f86f12e Binary files /dev/null and b/validation_images/sample_20/generated_7303.png differ diff --git a/validation_images/sample_20/generated_7803.png b/validation_images/sample_20/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..0685dc248f5529f8da7d2d4e1cfba820f1699a6a Binary files /dev/null and b/validation_images/sample_20/generated_7803.png differ diff --git a/validation_images/sample_20/generated_8303.png b/validation_images/sample_20/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..f3870ee3b3ece2e3eaa8d62343c3cb7617c23356 Binary files /dev/null and b/validation_images/sample_20/generated_8303.png differ diff --git a/validation_images/sample_20/generated_9205.png b/validation_images/sample_20/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..ed95735b5d75908326fe7f3bc0c98a744b899ce7 Binary files /dev/null and b/validation_images/sample_20/generated_9205.png differ diff --git a/validation_images/sample_20/generated_9705.png b/validation_images/sample_20/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..12abb41eb40b19fdcf6fca09fe0f58aaff9cbec5 Binary files /dev/null and b/validation_images/sample_20/generated_9705.png differ diff --git a/validation_images/sample_20/generated_999.png b/validation_images/sample_20/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..8478f8202fe85e8d024c14e27c78f4445ad407d4 Binary files /dev/null and b/validation_images/sample_20/generated_999.png differ diff --git a/validation_images/sample_20/input.png b/validation_images/sample_20/input.png new file mode 100644 index 0000000000000000000000000000000000000000..811395e2ce6215f74d2f362a346cd04100fadb06 Binary files /dev/null and b/validation_images/sample_20/input.png differ diff --git a/validation_images/sample_20/target.png b/validation_images/sample_20/target.png new file mode 100644 index 0000000000000000000000000000000000000000..e11269bda66e620a04fbe99815c36bacfff1ca8b Binary files /dev/null and b/validation_images/sample_20/target.png differ diff --git a/validation_images/sample_3/generated_0.png b/validation_images/sample_3/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..573a91887708e62f071413e1237c610e397167d3 Binary files /dev/null and b/validation_images/sample_3/generated_0.png differ diff --git a/validation_images/sample_3/generated_10205.png b/validation_images/sample_3/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..9c18fcdf9ef8b46d0c1fefc0ce6da718fb84788d Binary files /dev/null and b/validation_images/sample_3/generated_10205.png differ diff --git a/validation_images/sample_3/generated_10705.png b/validation_images/sample_3/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..06ef78fe9296a9509b55258278c6be9d29c822aa Binary files /dev/null and b/validation_images/sample_3/generated_10705.png differ diff --git a/validation_images/sample_3/generated_11205.png b/validation_images/sample_3/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..93202746748e72c5c69b643253ed20d57fbf5e38 Binary files /dev/null and b/validation_images/sample_3/generated_11205.png differ diff --git a/validation_images/sample_3/generated_1499.png b/validation_images/sample_3/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..1e3dcffcb27cbfd8f80a95946d43a5462c7770b5 Binary files /dev/null and b/validation_images/sample_3/generated_1499.png differ diff --git a/validation_images/sample_3/generated_1999.png b/validation_images/sample_3/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..6f56e747c78f5b323302a6e607f9eda5329af328 Binary files /dev/null and b/validation_images/sample_3/generated_1999.png differ diff --git a/validation_images/sample_3/generated_2499.png b/validation_images/sample_3/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..11f95da50cae812fc5bb25517928a615e6f39a7c Binary files /dev/null and b/validation_images/sample_3/generated_2499.png differ diff --git a/validation_images/sample_3/generated_3401.png b/validation_images/sample_3/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..131839910bd5483990978c15c541c4339b7665f2 Binary files /dev/null and b/validation_images/sample_3/generated_3401.png differ diff --git a/validation_images/sample_3/generated_3901.png b/validation_images/sample_3/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..bc7b5e8ba1c2b7c4b583d3a6f32b609819b01339 Binary files /dev/null and b/validation_images/sample_3/generated_3901.png differ diff --git a/validation_images/sample_3/generated_4401.png b/validation_images/sample_3/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..d9abc64d4e23e27bf319145210372c410499c631 Binary files /dev/null and b/validation_images/sample_3/generated_4401.png differ diff --git a/validation_images/sample_3/generated_4901.png b/validation_images/sample_3/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..9b1f9d89a2ae6434f9c9bc07b3a2bad500705ae1 Binary files /dev/null and b/validation_images/sample_3/generated_4901.png differ diff --git a/validation_images/sample_3/generated_499.png b/validation_images/sample_3/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..7c434c4cc69366a3c134b7c4bb67b45461cfa5ac Binary files /dev/null and b/validation_images/sample_3/generated_499.png differ diff --git a/validation_images/sample_3/generated_5401.png b/validation_images/sample_3/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..c19a3fa12fe6e83814cd673ea08b3a986724c41e Binary files /dev/null and b/validation_images/sample_3/generated_5401.png differ diff --git a/validation_images/sample_3/generated_6303.png b/validation_images/sample_3/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..6696a54e16b33c91621589d2542528613da291d1 Binary files /dev/null and b/validation_images/sample_3/generated_6303.png differ diff --git a/validation_images/sample_3/generated_6803.png b/validation_images/sample_3/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..968e54c52a6cd4c6153c9a4f043d0abf31c5b8d3 Binary files /dev/null and b/validation_images/sample_3/generated_6803.png differ diff --git a/validation_images/sample_3/generated_7303.png b/validation_images/sample_3/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..99f903d213adfa070a18e062e088b866fa95a8d9 Binary files /dev/null and b/validation_images/sample_3/generated_7303.png differ diff --git a/validation_images/sample_3/generated_7803.png b/validation_images/sample_3/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..a17dce57aeb7d1bcf2879dfb13c2fbb1acbefaed Binary files /dev/null and b/validation_images/sample_3/generated_7803.png differ diff --git a/validation_images/sample_3/generated_8303.png b/validation_images/sample_3/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..b8d8d6324550e9e9879f601955b640409d940b40 Binary files /dev/null and b/validation_images/sample_3/generated_8303.png differ diff --git a/validation_images/sample_3/generated_9205.png b/validation_images/sample_3/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..ec13bc7aa275b537e4ead077ccf8efdab9df6d15 Binary files /dev/null and b/validation_images/sample_3/generated_9205.png differ diff --git a/validation_images/sample_3/generated_9705.png b/validation_images/sample_3/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..c1a029a26af8a10c74f22f7936680bc54447d7fe Binary files /dev/null and b/validation_images/sample_3/generated_9705.png differ diff --git a/validation_images/sample_3/generated_999.png b/validation_images/sample_3/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..599d84540fc4001fb97aa946cecd4326f0335ed2 Binary files /dev/null and b/validation_images/sample_3/generated_999.png differ diff --git a/validation_images/sample_3/input.png b/validation_images/sample_3/input.png new file mode 100644 index 0000000000000000000000000000000000000000..471bc3646b4494498160d8716c25ae461d8d3a20 Binary files /dev/null and b/validation_images/sample_3/input.png differ diff --git a/validation_images/sample_3/target.png b/validation_images/sample_3/target.png new file mode 100644 index 0000000000000000000000000000000000000000..24d1fdfefcdb7b3c870b0dbeaa19b4ce3562e5e9 Binary files /dev/null and b/validation_images/sample_3/target.png differ diff --git a/validation_images/sample_4/generated_0.png b/validation_images/sample_4/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..0b9fa56383052d4392e7f86325b3b3c200beddf9 Binary files /dev/null and b/validation_images/sample_4/generated_0.png differ diff --git a/validation_images/sample_4/generated_10205.png b/validation_images/sample_4/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..b1b36289071fe998142b3f666863794a281ab549 Binary files /dev/null and b/validation_images/sample_4/generated_10205.png differ diff --git a/validation_images/sample_4/generated_10705.png b/validation_images/sample_4/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..722e24423bcaa6ea9a2bd791327916c9aee046f7 Binary files /dev/null and b/validation_images/sample_4/generated_10705.png differ diff --git a/validation_images/sample_4/generated_11205.png b/validation_images/sample_4/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..d8659853b0da437422efa846cc0c12e9fd9890b3 Binary files /dev/null and b/validation_images/sample_4/generated_11205.png differ diff --git a/validation_images/sample_4/generated_1499.png b/validation_images/sample_4/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..4b9ac498c9ac40a1ab4f5981e6ba7d43b235b254 Binary files /dev/null and b/validation_images/sample_4/generated_1499.png differ diff --git a/validation_images/sample_4/generated_1999.png b/validation_images/sample_4/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..5021847291ec55621ad3654696031f461db81965 Binary files /dev/null and b/validation_images/sample_4/generated_1999.png differ diff --git a/validation_images/sample_4/generated_2499.png b/validation_images/sample_4/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..d35aee5aa0d8077502bb04a631e47b2d91a442ad Binary files /dev/null and b/validation_images/sample_4/generated_2499.png differ diff --git a/validation_images/sample_4/generated_3401.png b/validation_images/sample_4/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..0c8111a4fa08161d5b0803fb1d1a9e80763fa4c6 Binary files /dev/null and b/validation_images/sample_4/generated_3401.png differ diff --git a/validation_images/sample_4/generated_3901.png b/validation_images/sample_4/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..7a76331ad1f91b3f15dfbd966bb64b5aeeb0430f Binary files /dev/null and b/validation_images/sample_4/generated_3901.png differ diff --git a/validation_images/sample_4/generated_4401.png b/validation_images/sample_4/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..a8665ae4b4944a17191b1f997255007ace1b3316 Binary files /dev/null and b/validation_images/sample_4/generated_4401.png differ diff --git a/validation_images/sample_4/generated_4901.png b/validation_images/sample_4/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..0488b2a77f021b7e28703f476aa74b690bf56fd3 Binary files /dev/null and b/validation_images/sample_4/generated_4901.png differ diff --git a/validation_images/sample_4/generated_499.png b/validation_images/sample_4/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..5f3f8a2c27008186f4e176b14b5f1f872e5550b2 Binary files /dev/null and b/validation_images/sample_4/generated_499.png differ diff --git a/validation_images/sample_4/generated_5401.png b/validation_images/sample_4/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..4b9fa2cb37282393b7a3b41a590bee38805443b2 Binary files /dev/null and b/validation_images/sample_4/generated_5401.png differ diff --git a/validation_images/sample_4/generated_6303.png b/validation_images/sample_4/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..aa2cb5411580f5bb8c215d8f58287f3d4b8f2add Binary files /dev/null and b/validation_images/sample_4/generated_6303.png differ diff --git a/validation_images/sample_4/generated_6803.png b/validation_images/sample_4/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..bfb15501c64e677a2690bcd2b68dae8c4f08503c Binary files /dev/null and b/validation_images/sample_4/generated_6803.png differ diff --git a/validation_images/sample_4/generated_7303.png b/validation_images/sample_4/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..fda745eb85ec528034bbbaa23d5d433d92907298 Binary files /dev/null and b/validation_images/sample_4/generated_7303.png differ diff --git a/validation_images/sample_4/generated_7803.png b/validation_images/sample_4/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..23608d58630d20ab03be36ea27b3119291578958 Binary files /dev/null and b/validation_images/sample_4/generated_7803.png differ diff --git a/validation_images/sample_4/generated_8303.png b/validation_images/sample_4/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..50c22f508565e9c7ee813a48cd8b680ee901d932 Binary files /dev/null and b/validation_images/sample_4/generated_8303.png differ diff --git a/validation_images/sample_4/generated_9205.png b/validation_images/sample_4/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..2339e7d57469c9f26a404e21f3efd345b9c5a2da Binary files /dev/null and b/validation_images/sample_4/generated_9205.png differ diff --git a/validation_images/sample_4/generated_9705.png b/validation_images/sample_4/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..48dd2d5d1f849ad8982c5fd9d8a37c50328e4c22 Binary files /dev/null and b/validation_images/sample_4/generated_9705.png differ diff --git a/validation_images/sample_4/generated_999.png b/validation_images/sample_4/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..0a18b1063463f01d1cfb1ab95e38661739314e7d Binary files /dev/null and b/validation_images/sample_4/generated_999.png differ diff --git a/validation_images/sample_4/input.png b/validation_images/sample_4/input.png new file mode 100644 index 0000000000000000000000000000000000000000..f4445a34aadb7c098d1229addb2848ddd014229f Binary files /dev/null and b/validation_images/sample_4/input.png differ diff --git a/validation_images/sample_4/target.png b/validation_images/sample_4/target.png new file mode 100644 index 0000000000000000000000000000000000000000..bc56c3acd3dcacb9cf50f4cac4805e68ff00bf3f Binary files /dev/null and b/validation_images/sample_4/target.png differ diff --git a/validation_images/sample_5/generated_0.png b/validation_images/sample_5/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..7f7dae88e12f3a7bbe0b3b83f2d149a63218c82f Binary files /dev/null and b/validation_images/sample_5/generated_0.png differ diff --git a/validation_images/sample_5/generated_10205.png b/validation_images/sample_5/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..12d9511f146f7ba3ed302dce3e0b1da4dfa486a0 Binary files /dev/null and b/validation_images/sample_5/generated_10205.png differ diff --git a/validation_images/sample_5/generated_10705.png b/validation_images/sample_5/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..47b1435d710e966d23b5d92bb5c475e04c6f6469 Binary files /dev/null and b/validation_images/sample_5/generated_10705.png differ diff --git a/validation_images/sample_5/generated_11205.png b/validation_images/sample_5/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..8bef986f456cf750ec3fc132ece893693d08e6b5 Binary files /dev/null and b/validation_images/sample_5/generated_11205.png differ diff --git a/validation_images/sample_5/generated_1499.png b/validation_images/sample_5/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..87cc93b15327aa95f2405b8022d98ba0b5d31cd9 Binary files /dev/null and b/validation_images/sample_5/generated_1499.png differ diff --git a/validation_images/sample_5/generated_1999.png b/validation_images/sample_5/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..a76fdc3c61c5cbbdc92ed08478d55554cfae1c96 Binary files /dev/null and b/validation_images/sample_5/generated_1999.png differ diff --git a/validation_images/sample_5/generated_2499.png b/validation_images/sample_5/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..494e8f0e910f7b8cb61a5ddb548a7d95164dcf69 Binary files /dev/null and b/validation_images/sample_5/generated_2499.png differ diff --git a/validation_images/sample_5/generated_3401.png b/validation_images/sample_5/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..74037b1c299290a8c615fe14812b09f70d8b99d9 Binary files /dev/null and b/validation_images/sample_5/generated_3401.png differ diff --git a/validation_images/sample_5/generated_3901.png b/validation_images/sample_5/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..c77e4c510b9332d8a0a02f42ce56a8856244ec37 Binary files /dev/null and b/validation_images/sample_5/generated_3901.png differ diff --git a/validation_images/sample_5/generated_4401.png b/validation_images/sample_5/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..defdede6a42b8f6cd77d745ef23303aa26b41b42 Binary files /dev/null and b/validation_images/sample_5/generated_4401.png differ diff --git a/validation_images/sample_5/generated_4901.png b/validation_images/sample_5/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..9b3492407c122e7d2efd733951eab071d3abdaae Binary files /dev/null and b/validation_images/sample_5/generated_4901.png differ diff --git a/validation_images/sample_5/generated_499.png b/validation_images/sample_5/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..5db11b98dad6287eb8beedb4d5bb302b9ffaaa44 Binary files /dev/null and b/validation_images/sample_5/generated_499.png differ diff --git a/validation_images/sample_5/generated_5401.png b/validation_images/sample_5/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..a27089953f0e776d03b778943744185b2e708219 Binary files /dev/null and b/validation_images/sample_5/generated_5401.png differ diff --git a/validation_images/sample_5/generated_6303.png b/validation_images/sample_5/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..2c95b134efb01fb606ac3624d78377afc19a8480 Binary files /dev/null and b/validation_images/sample_5/generated_6303.png differ diff --git a/validation_images/sample_5/generated_6803.png b/validation_images/sample_5/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..f367dbfeb25b5888e63a34d8537e2c6008cc17df Binary files /dev/null and b/validation_images/sample_5/generated_6803.png differ diff --git a/validation_images/sample_5/generated_7303.png b/validation_images/sample_5/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..e61108065f555c857fc64c024a82567fbe965b9a Binary files /dev/null and b/validation_images/sample_5/generated_7303.png differ diff --git a/validation_images/sample_5/generated_7803.png b/validation_images/sample_5/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..9089041a05e4bee7a997cead8332184fa601e5f9 Binary files /dev/null and b/validation_images/sample_5/generated_7803.png differ diff --git a/validation_images/sample_5/generated_8303.png b/validation_images/sample_5/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..e766b0bd366057d651658dbcb7d0600bb39f9938 Binary files /dev/null and b/validation_images/sample_5/generated_8303.png differ diff --git a/validation_images/sample_5/generated_9205.png b/validation_images/sample_5/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..0f8ff59c3f869222363166b0d67305cf36ccade8 Binary files /dev/null and b/validation_images/sample_5/generated_9205.png differ diff --git a/validation_images/sample_5/generated_9705.png b/validation_images/sample_5/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..b4bcd1a982fd6b38a805d649c8660a836b4204c7 Binary files /dev/null and b/validation_images/sample_5/generated_9705.png differ diff --git a/validation_images/sample_5/generated_999.png b/validation_images/sample_5/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..5e88bee7a53668788506e2258917158f5b01ad87 Binary files /dev/null and b/validation_images/sample_5/generated_999.png differ diff --git a/validation_images/sample_5/input.png b/validation_images/sample_5/input.png new file mode 100644 index 0000000000000000000000000000000000000000..8e51141b3cdeebe4e372b1ccb7202b748fef1bf6 Binary files /dev/null and b/validation_images/sample_5/input.png differ diff --git a/validation_images/sample_5/target.png b/validation_images/sample_5/target.png new file mode 100644 index 0000000000000000000000000000000000000000..49ec87d051d6b2f7fa6ddf9a63baeb0f6052a10f Binary files /dev/null and b/validation_images/sample_5/target.png differ diff --git a/validation_images/sample_6/generated_0.png b/validation_images/sample_6/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..8ecee5f18a4ab23485a5b1dadea44cb1fb23204e Binary files /dev/null and b/validation_images/sample_6/generated_0.png differ diff --git a/validation_images/sample_6/generated_10205.png b/validation_images/sample_6/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..6d38763b411a5d4b3bf1caf40f4df0e35b15b958 Binary files /dev/null and b/validation_images/sample_6/generated_10205.png differ diff --git a/validation_images/sample_6/generated_10705.png b/validation_images/sample_6/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..9807096b34f33c6e6ac8eb209eed4115e0ede11b Binary files /dev/null and b/validation_images/sample_6/generated_10705.png differ diff --git a/validation_images/sample_6/generated_11205.png b/validation_images/sample_6/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..1f315f03a4cbd352f3fed30fa38dc39e8d4b97a7 Binary files /dev/null and b/validation_images/sample_6/generated_11205.png differ diff --git a/validation_images/sample_6/generated_1499.png b/validation_images/sample_6/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..9f3a35dcc7838a0516a02c01a19ede1d6daf6f01 Binary files /dev/null and b/validation_images/sample_6/generated_1499.png differ diff --git a/validation_images/sample_6/generated_1999.png b/validation_images/sample_6/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..660e82f8abc9e1c615f3518f6aaa87dbae84987f Binary files /dev/null and b/validation_images/sample_6/generated_1999.png differ diff --git a/validation_images/sample_6/generated_2499.png b/validation_images/sample_6/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..c3a422a2552e9817e460f79818986bad8c95fd77 Binary files /dev/null and b/validation_images/sample_6/generated_2499.png differ diff --git a/validation_images/sample_6/generated_3401.png b/validation_images/sample_6/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..cd830874bcb3e3fe0844608da9d2d5611087f731 Binary files /dev/null and b/validation_images/sample_6/generated_3401.png differ diff --git a/validation_images/sample_6/generated_3901.png b/validation_images/sample_6/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..9f5498955f7dc121dcc67a34e9668a1782b3934d Binary files /dev/null and b/validation_images/sample_6/generated_3901.png differ diff --git a/validation_images/sample_6/generated_4401.png b/validation_images/sample_6/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..677b81cd6777fbdddb297aedbd3f6b6a89be751c Binary files /dev/null and b/validation_images/sample_6/generated_4401.png differ diff --git a/validation_images/sample_6/generated_4901.png b/validation_images/sample_6/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..1bc8540b0fa01c5f4998a659931a30894ae85590 Binary files /dev/null and b/validation_images/sample_6/generated_4901.png differ diff --git a/validation_images/sample_6/generated_499.png b/validation_images/sample_6/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..d6a8b10efa9f1c12a3f8c05c2594b8fb521bee0f Binary files /dev/null and b/validation_images/sample_6/generated_499.png differ diff --git a/validation_images/sample_6/generated_5401.png b/validation_images/sample_6/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..0686a41cdfc072a85f05f706bc03b94c8842d6e8 Binary files /dev/null and b/validation_images/sample_6/generated_5401.png differ diff --git a/validation_images/sample_6/generated_6303.png b/validation_images/sample_6/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..91fdbd5a7ab57f42e1decf3f9e9fe1abcb1e6f23 Binary files /dev/null and b/validation_images/sample_6/generated_6303.png differ diff --git a/validation_images/sample_6/generated_6803.png b/validation_images/sample_6/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..aed4210487518be80314c5d2851da0418c1a7e4c Binary files /dev/null and b/validation_images/sample_6/generated_6803.png differ diff --git a/validation_images/sample_6/generated_7303.png b/validation_images/sample_6/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..7943181fb2732aa0f721425bf6e46b36009a9800 Binary files /dev/null and b/validation_images/sample_6/generated_7303.png differ diff --git a/validation_images/sample_6/generated_7803.png b/validation_images/sample_6/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..8149bbed1d2127250c4db432d3469cbe95d38460 Binary files /dev/null and b/validation_images/sample_6/generated_7803.png differ diff --git a/validation_images/sample_6/generated_8303.png b/validation_images/sample_6/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..f4a8fe3d29ec2e852d5233fd222d3564d5388832 Binary files /dev/null and b/validation_images/sample_6/generated_8303.png differ diff --git a/validation_images/sample_6/generated_9205.png b/validation_images/sample_6/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..db1c9764ac2656d05bacba283da6fc8d5145d074 Binary files /dev/null and b/validation_images/sample_6/generated_9205.png differ diff --git a/validation_images/sample_6/generated_9705.png b/validation_images/sample_6/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..968730d664fc70c4a373ed88b2c7fe40f685b935 Binary files /dev/null and b/validation_images/sample_6/generated_9705.png differ diff --git a/validation_images/sample_6/generated_999.png b/validation_images/sample_6/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..e3d872fabc91ad45858d51fc947b8ea48efc9935 Binary files /dev/null and b/validation_images/sample_6/generated_999.png differ diff --git a/validation_images/sample_6/input.png b/validation_images/sample_6/input.png new file mode 100644 index 0000000000000000000000000000000000000000..c69dc311cfdcf6a7a4983f47d1ed510474772f5e Binary files /dev/null and b/validation_images/sample_6/input.png differ diff --git a/validation_images/sample_6/target.png b/validation_images/sample_6/target.png new file mode 100644 index 0000000000000000000000000000000000000000..92f9a51e725837332bbd9eb54612d5e4035513a9 Binary files /dev/null and b/validation_images/sample_6/target.png differ diff --git a/validation_images/sample_7/generated_0.png b/validation_images/sample_7/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..8ff939aa1e5f71addf5890488fb31a4efce285a2 Binary files /dev/null and b/validation_images/sample_7/generated_0.png differ diff --git a/validation_images/sample_7/generated_10205.png b/validation_images/sample_7/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..ef61d63f577ce0fe892d83363722d668ef37922b Binary files /dev/null and b/validation_images/sample_7/generated_10205.png differ diff --git a/validation_images/sample_7/generated_10705.png b/validation_images/sample_7/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..360c7d362a992c43a1ac95bef0cf257b9108c92a Binary files /dev/null and b/validation_images/sample_7/generated_10705.png differ diff --git a/validation_images/sample_7/generated_11205.png b/validation_images/sample_7/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..fbdcd8be22576d648c7c49ccca6586e33a582f10 Binary files /dev/null and b/validation_images/sample_7/generated_11205.png differ diff --git a/validation_images/sample_7/generated_1499.png b/validation_images/sample_7/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..3c346d5e4475c480d13af3608cccebdc34761982 Binary files /dev/null and b/validation_images/sample_7/generated_1499.png differ diff --git a/validation_images/sample_7/generated_1999.png b/validation_images/sample_7/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..de6ea906c286a82cf10007451093c2c158e9538c Binary files /dev/null and b/validation_images/sample_7/generated_1999.png differ diff --git a/validation_images/sample_7/generated_2499.png b/validation_images/sample_7/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..1e153b2728cd661105b1840577dfd4e34357bf3f Binary files /dev/null and b/validation_images/sample_7/generated_2499.png differ diff --git a/validation_images/sample_7/generated_3401.png b/validation_images/sample_7/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..721e04d77a9debbe3b326720767d01a315e72bbf Binary files /dev/null and b/validation_images/sample_7/generated_3401.png differ diff --git a/validation_images/sample_7/generated_3901.png b/validation_images/sample_7/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..8be671d5e2800656536e66e50d5bb43982b736c0 Binary files /dev/null and b/validation_images/sample_7/generated_3901.png differ diff --git a/validation_images/sample_7/generated_4401.png b/validation_images/sample_7/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..7c66841a6e0647d50b827d9d0a9fec301267ccf8 Binary files /dev/null and b/validation_images/sample_7/generated_4401.png differ diff --git a/validation_images/sample_7/generated_4901.png b/validation_images/sample_7/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..699d1c11a83737c7a09d70c26f117d6d78be2c21 Binary files /dev/null and b/validation_images/sample_7/generated_4901.png differ diff --git a/validation_images/sample_7/generated_499.png b/validation_images/sample_7/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..ac32220f0db0fa7fbc3c247cf26733bb95001042 Binary files /dev/null and b/validation_images/sample_7/generated_499.png differ diff --git a/validation_images/sample_7/generated_5401.png b/validation_images/sample_7/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..f721de016fb882c0f31d40c8a1df847f2002c13a Binary files /dev/null and b/validation_images/sample_7/generated_5401.png differ diff --git a/validation_images/sample_7/generated_6303.png b/validation_images/sample_7/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..896c74fe8ddfd681591a1c4707f3b4d5baeb86b9 Binary files /dev/null and b/validation_images/sample_7/generated_6303.png differ diff --git a/validation_images/sample_7/generated_6803.png b/validation_images/sample_7/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..157221733ba7de34644691fb32f27b5a85413271 Binary files /dev/null and b/validation_images/sample_7/generated_6803.png differ diff --git a/validation_images/sample_7/generated_7303.png b/validation_images/sample_7/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..12bd0e8caa7edd379aec7ba0cfc5d8dd5b83b38d Binary files /dev/null and b/validation_images/sample_7/generated_7303.png differ diff --git a/validation_images/sample_7/generated_7803.png b/validation_images/sample_7/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..3371183efd3e22f0a59a0cb3b315777cc0f8b7cc Binary files /dev/null and b/validation_images/sample_7/generated_7803.png differ diff --git a/validation_images/sample_7/generated_8303.png b/validation_images/sample_7/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..19d6449fdfa48f9675ea761bd8b90281766fc393 Binary files /dev/null and b/validation_images/sample_7/generated_8303.png differ diff --git a/validation_images/sample_7/generated_9205.png b/validation_images/sample_7/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..350b58da3104868dbc21fb513e200f60083493f9 Binary files /dev/null and b/validation_images/sample_7/generated_9205.png differ diff --git a/validation_images/sample_7/generated_9705.png b/validation_images/sample_7/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..962906d1c9f6d8ebb810a7319329a37d7900048d Binary files /dev/null and b/validation_images/sample_7/generated_9705.png differ diff --git a/validation_images/sample_7/generated_999.png b/validation_images/sample_7/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..88fcc50880bf426fa8893608700c08cb097e7d39 Binary files /dev/null and b/validation_images/sample_7/generated_999.png differ diff --git a/validation_images/sample_7/input.png b/validation_images/sample_7/input.png new file mode 100644 index 0000000000000000000000000000000000000000..20eeb280125c033d800a66ea5fdaaa711d8caa9e Binary files /dev/null and b/validation_images/sample_7/input.png differ diff --git a/validation_images/sample_7/target.png b/validation_images/sample_7/target.png new file mode 100644 index 0000000000000000000000000000000000000000..3976365b24e4566c7144b6f8bf1c8882f0da2432 Binary files /dev/null and b/validation_images/sample_7/target.png differ diff --git a/validation_images/sample_8/generated_0.png b/validation_images/sample_8/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..839201a4ea8cd97afa5ca83a1c3ab3ba8b4116d6 Binary files /dev/null and b/validation_images/sample_8/generated_0.png differ diff --git a/validation_images/sample_8/generated_10205.png b/validation_images/sample_8/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..1f45a5b319aa973de6a4bb01baa6e41530ee3d12 Binary files /dev/null and b/validation_images/sample_8/generated_10205.png differ diff --git a/validation_images/sample_8/generated_10705.png b/validation_images/sample_8/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..c02f26dc76d793d2a0157f57b3a2dc2740817c8f Binary files /dev/null and b/validation_images/sample_8/generated_10705.png differ diff --git a/validation_images/sample_8/generated_11205.png b/validation_images/sample_8/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..fba16b281d2b95d3e38dafd83ceff9f94cfe1c7b Binary files /dev/null and b/validation_images/sample_8/generated_11205.png differ diff --git a/validation_images/sample_8/generated_1499.png b/validation_images/sample_8/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..18f27dda191e9f166ad9c6e8a2d157135f15cec5 Binary files /dev/null and b/validation_images/sample_8/generated_1499.png differ diff --git a/validation_images/sample_8/generated_1999.png b/validation_images/sample_8/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..23370cf57eb14e5bafd632567a7929d675fbe7a2 Binary files /dev/null and b/validation_images/sample_8/generated_1999.png differ diff --git a/validation_images/sample_8/generated_2499.png b/validation_images/sample_8/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..b5d0d94b05e1ca70cbc0091479c8569062dd1da7 Binary files /dev/null and b/validation_images/sample_8/generated_2499.png differ diff --git a/validation_images/sample_8/generated_3401.png b/validation_images/sample_8/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..925c6af5429830f70e287859accc21714189f0ff Binary files /dev/null and b/validation_images/sample_8/generated_3401.png differ diff --git a/validation_images/sample_8/generated_3901.png b/validation_images/sample_8/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..0232735e5e48a870fffd0e97a1e26cae8fd0858f Binary files /dev/null and b/validation_images/sample_8/generated_3901.png differ diff --git a/validation_images/sample_8/generated_4401.png b/validation_images/sample_8/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..34053fc2cec2c9144e41afd548c2c420e18eafa3 Binary files /dev/null and b/validation_images/sample_8/generated_4401.png differ diff --git a/validation_images/sample_8/generated_4901.png b/validation_images/sample_8/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..3951ec975a0671d2a2b5a9c40f2d957e1770bbc4 Binary files /dev/null and b/validation_images/sample_8/generated_4901.png differ diff --git a/validation_images/sample_8/generated_499.png b/validation_images/sample_8/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..4c6447b8f5043123456c5dd7a312d2e7ecf27684 Binary files /dev/null and b/validation_images/sample_8/generated_499.png differ diff --git a/validation_images/sample_8/generated_5401.png b/validation_images/sample_8/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..10efdf73766aeee20f80f6715e13c91893f9166a Binary files /dev/null and b/validation_images/sample_8/generated_5401.png differ diff --git a/validation_images/sample_8/generated_6303.png b/validation_images/sample_8/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..034f4c786644cd12083ae334c1024ce67bb31b0f Binary files /dev/null and b/validation_images/sample_8/generated_6303.png differ diff --git a/validation_images/sample_8/generated_6803.png b/validation_images/sample_8/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..5b3fe302dce47a5b643fcf1daf6de21d5975a66c Binary files /dev/null and b/validation_images/sample_8/generated_6803.png differ diff --git a/validation_images/sample_8/generated_7303.png b/validation_images/sample_8/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..6bb23afcef045ce95a049ae109c97cd49847f383 Binary files /dev/null and b/validation_images/sample_8/generated_7303.png differ diff --git a/validation_images/sample_8/generated_7803.png b/validation_images/sample_8/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..8276be88bce0a429467e0e4c42b8ba66a23c1b69 Binary files /dev/null and b/validation_images/sample_8/generated_7803.png differ diff --git a/validation_images/sample_8/generated_8303.png b/validation_images/sample_8/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..e3a4157bfc7d4ba2d1f03ee08f3c19872bc26595 Binary files /dev/null and b/validation_images/sample_8/generated_8303.png differ diff --git a/validation_images/sample_8/generated_9205.png b/validation_images/sample_8/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..96b9c3e464430a12ab5dce9f9cbccb73bb1c5667 Binary files /dev/null and b/validation_images/sample_8/generated_9205.png differ diff --git a/validation_images/sample_8/generated_9705.png b/validation_images/sample_8/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..937886953b0d4a7b068f0972363d5e4e62680f1d Binary files /dev/null and b/validation_images/sample_8/generated_9705.png differ diff --git a/validation_images/sample_8/generated_999.png b/validation_images/sample_8/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..db34d2157ca77ea9923ea626be22c5f6478b97cb Binary files /dev/null and b/validation_images/sample_8/generated_999.png differ diff --git a/validation_images/sample_8/input.png b/validation_images/sample_8/input.png new file mode 100644 index 0000000000000000000000000000000000000000..848e485fd8fe93491b132e942cba9cd5cd38850d Binary files /dev/null and b/validation_images/sample_8/input.png differ diff --git a/validation_images/sample_8/target.png b/validation_images/sample_8/target.png new file mode 100644 index 0000000000000000000000000000000000000000..945488ea3673a4206b6894d0b805cff88ccaad2e Binary files /dev/null and b/validation_images/sample_8/target.png differ diff --git a/validation_images/sample_9/generated_0.png b/validation_images/sample_9/generated_0.png new file mode 100644 index 0000000000000000000000000000000000000000..dda0733e84998eef10ab5d5c62ea36ff31c1c8e4 Binary files /dev/null and b/validation_images/sample_9/generated_0.png differ diff --git a/validation_images/sample_9/generated_10205.png b/validation_images/sample_9/generated_10205.png new file mode 100644 index 0000000000000000000000000000000000000000..32dcf20739f602e92b503a35032808ce2c2adaaa Binary files /dev/null and b/validation_images/sample_9/generated_10205.png differ diff --git a/validation_images/sample_9/generated_10705.png b/validation_images/sample_9/generated_10705.png new file mode 100644 index 0000000000000000000000000000000000000000..56498a79a02341defa09faafc9695fa781f1e299 Binary files /dev/null and b/validation_images/sample_9/generated_10705.png differ diff --git a/validation_images/sample_9/generated_11205.png b/validation_images/sample_9/generated_11205.png new file mode 100644 index 0000000000000000000000000000000000000000..81287aab0a9293f4d18b7da04a68b32d0380b614 Binary files /dev/null and b/validation_images/sample_9/generated_11205.png differ diff --git a/validation_images/sample_9/generated_1499.png b/validation_images/sample_9/generated_1499.png new file mode 100644 index 0000000000000000000000000000000000000000..973b172aafe3242e4146e3376a3ab2e381f5ca8e Binary files /dev/null and b/validation_images/sample_9/generated_1499.png differ diff --git a/validation_images/sample_9/generated_1999.png b/validation_images/sample_9/generated_1999.png new file mode 100644 index 0000000000000000000000000000000000000000..d67e38954dd9ac128930d98ccbf573321a974e60 Binary files /dev/null and b/validation_images/sample_9/generated_1999.png differ diff --git a/validation_images/sample_9/generated_2499.png b/validation_images/sample_9/generated_2499.png new file mode 100644 index 0000000000000000000000000000000000000000..148454a9087a24590c34b659f847aacc4a44be34 Binary files /dev/null and b/validation_images/sample_9/generated_2499.png differ diff --git a/validation_images/sample_9/generated_3401.png b/validation_images/sample_9/generated_3401.png new file mode 100644 index 0000000000000000000000000000000000000000..ed58ff9e7acfc85d88945978fa2a735a2f519afc Binary files /dev/null and b/validation_images/sample_9/generated_3401.png differ diff --git a/validation_images/sample_9/generated_3901.png b/validation_images/sample_9/generated_3901.png new file mode 100644 index 0000000000000000000000000000000000000000..91b0d0f3a8fd3af4e7ca84ca0482705acc062080 Binary files /dev/null and b/validation_images/sample_9/generated_3901.png differ diff --git a/validation_images/sample_9/generated_4401.png b/validation_images/sample_9/generated_4401.png new file mode 100644 index 0000000000000000000000000000000000000000..52fbc9d518135a8c5ddc6a494661e3788a5adcab Binary files /dev/null and b/validation_images/sample_9/generated_4401.png differ diff --git a/validation_images/sample_9/generated_4901.png b/validation_images/sample_9/generated_4901.png new file mode 100644 index 0000000000000000000000000000000000000000..0351b907e85edbf9661874ea6fa18a90d245bf34 Binary files /dev/null and b/validation_images/sample_9/generated_4901.png differ diff --git a/validation_images/sample_9/generated_499.png b/validation_images/sample_9/generated_499.png new file mode 100644 index 0000000000000000000000000000000000000000..7d0d5e74333394c2940917916b0a668be52e96ba Binary files /dev/null and b/validation_images/sample_9/generated_499.png differ diff --git a/validation_images/sample_9/generated_5401.png b/validation_images/sample_9/generated_5401.png new file mode 100644 index 0000000000000000000000000000000000000000..d96f00ed8819bf9a97d335f9e64c0be1c9312690 Binary files /dev/null and b/validation_images/sample_9/generated_5401.png differ diff --git a/validation_images/sample_9/generated_6303.png b/validation_images/sample_9/generated_6303.png new file mode 100644 index 0000000000000000000000000000000000000000..e3a72675aa658954ec79eff1c954b9b6a6202b06 Binary files /dev/null and b/validation_images/sample_9/generated_6303.png differ diff --git a/validation_images/sample_9/generated_6803.png b/validation_images/sample_9/generated_6803.png new file mode 100644 index 0000000000000000000000000000000000000000..96d98e2c25d52bfae15f778a17de79ef2fc30efb Binary files /dev/null and b/validation_images/sample_9/generated_6803.png differ diff --git a/validation_images/sample_9/generated_7303.png b/validation_images/sample_9/generated_7303.png new file mode 100644 index 0000000000000000000000000000000000000000..3a6cd762bdc4b4ba1cdf67e09ea31b0022fd81ca Binary files /dev/null and b/validation_images/sample_9/generated_7303.png differ diff --git a/validation_images/sample_9/generated_7803.png b/validation_images/sample_9/generated_7803.png new file mode 100644 index 0000000000000000000000000000000000000000..ab819de3eb36dc6c0a8062ad900d68f4ecdcbbab Binary files /dev/null and b/validation_images/sample_9/generated_7803.png differ diff --git a/validation_images/sample_9/generated_8303.png b/validation_images/sample_9/generated_8303.png new file mode 100644 index 0000000000000000000000000000000000000000..0366ec19d0ba5b1b8e9562f6a68458ce9bfd2503 Binary files /dev/null and b/validation_images/sample_9/generated_8303.png differ diff --git a/validation_images/sample_9/generated_9205.png b/validation_images/sample_9/generated_9205.png new file mode 100644 index 0000000000000000000000000000000000000000..5e71f01ff16089a7a9a26c77db2c55d91b47eec3 Binary files /dev/null and b/validation_images/sample_9/generated_9205.png differ diff --git a/validation_images/sample_9/generated_9705.png b/validation_images/sample_9/generated_9705.png new file mode 100644 index 0000000000000000000000000000000000000000..77b8bef64886b0eaf7153ab22e44e67cd10a974e Binary files /dev/null and b/validation_images/sample_9/generated_9705.png differ diff --git a/validation_images/sample_9/generated_999.png b/validation_images/sample_9/generated_999.png new file mode 100644 index 0000000000000000000000000000000000000000..aac08211448e34df78ed4289e9d885ea4c8e440d Binary files /dev/null and b/validation_images/sample_9/generated_999.png differ diff --git a/validation_images/sample_9/input.png b/validation_images/sample_9/input.png new file mode 100644 index 0000000000000000000000000000000000000000..46af6e81b615414be1f646f6ee4aa441d338c7ee Binary files /dev/null and b/validation_images/sample_9/input.png differ diff --git a/validation_images/sample_9/target.png b/validation_images/sample_9/target.png new file mode 100644 index 0000000000000000000000000000000000000000..dcc0adc8cc9bfe26c88d4808db0cbf60c9118b66 Binary files /dev/null and b/validation_images/sample_9/target.png differ diff --git a/wandb/debug-internal.log b/wandb/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..da3a667b8893f6f30946d40771ed16c72763eddd --- /dev/null +++ b/wandb/debug-internal.log @@ -0,0 +1,15 @@ +{"time":"2025-05-03T09:30:06.335993876Z","level":"INFO","msg":"stream: starting","core version":"0.19.10","symlink path":"output-1x10/wandb/run-20250503_093006-6lulam7i/logs/debug-core.log"} +{"time":"2025-05-03T09:30:06.646255096Z","level":"INFO","msg":"created new stream","id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646365747Z","level":"INFO","msg":"stream: started","id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646448307Z","level":"INFO","msg":"writer: Do: started","stream_id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646467799Z","level":"INFO","msg":"handler: started","stream_id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646504679Z","level":"INFO","msg":"sender: started","stream_id":"6lulam7i"} +{"time":"2025-05-03T09:30:07.154796709Z","level":"INFO","msg":"Starting system monitor"} +{"time":"2025-05-03T12:41:54.390973196Z","level":"INFO","msg":"stream: closing","id":"6lulam7i"} +{"time":"2025-05-03T12:41:54.391092073Z","level":"INFO","msg":"Stopping system monitor"} +{"time":"2025-05-03T12:41:54.391261446Z","level":"INFO","msg":"Stopped system monitor"} +{"time":"2025-05-03T12:41:55.494402294Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"} +{"time":"2025-05-03T12:41:55.677400669Z","level":"INFO","msg":"handler: closed","stream_id":"6lulam7i"} +{"time":"2025-05-03T12:41:55.677482267Z","level":"INFO","msg":"writer: Close: closed","stream_id":"6lulam7i"} +{"time":"2025-05-03T12:41:55.677508801Z","level":"INFO","msg":"sender: closed","stream_id":"6lulam7i"} +{"time":"2025-05-03T12:41:55.677885557Z","level":"INFO","msg":"stream: closed","id":"6lulam7i"} diff --git a/wandb/debug.log b/wandb/debug.log new file mode 100644 index 0000000000000000000000000000000000000000..8aad8ca1ca45b6ba6922c8b358e736569f6a5e98 --- /dev/null +++ b/wandb/debug.log @@ -0,0 +1,24 @@ +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Current SDK version is 0.19.10 +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Configure stats pid to 275356 +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Loading settings from /root/.config/wandb/settings +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Loading settings from /workspace/project/wandb/settings +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Loading settings from environment variables +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_init.py:setup_run_log_directory():724] Logging user logs to ./output-1x10/wandb/run-20250503_093006-6lulam7i/logs/debug.log +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:setup_run_log_directory():725] Logging internal logs to ./output-1x10/wandb/run-20250503_093006-6lulam7i/logs/debug-internal.log +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():852] calling init triggers +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():857] wandb.init called with sweep_config: {} +config: {'_wandb': {}} +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():893] starting backend +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():897] sending inform_init request +2025-05-03 09:30:06,332 INFO MainThread:275356 [backend.py:_multiprocessing_setup():101] multiprocessing start_methods=fork,spawn,forkserver, using: spawn +2025-05-03 09:30:06,332 INFO MainThread:275356 [wandb_init.py:init():907] backend started and connected +2025-05-03 09:30:06,340 INFO MainThread:275356 [wandb_init.py:init():1002] updated telemetry +2025-05-03 09:30:06,341 INFO MainThread:275356 [wandb_init.py:init():1026] communicating run to backend with 90.0 second timeout +2025-05-03 09:30:07,150 INFO MainThread:275356 [wandb_init.py:init():1101] starting run threads in backend +2025-05-03 09:30:07,519 INFO MainThread:275356 [wandb_run.py:_console_start():2566] atexit reg +2025-05-03 09:30:07,520 INFO MainThread:275356 [wandb_run.py:_redirect():2414] redirect: wrap_raw +2025-05-03 09:30:07,520 INFO MainThread:275356 [wandb_run.py:_redirect():2483] Wrapping output streams. +2025-05-03 09:30:07,520 INFO MainThread:275356 [wandb_run.py:_redirect():2506] Redirects installed. +2025-05-03 09:30:07,525 INFO MainThread:275356 [wandb_init.py:init():1147] run started, returning control to user process +2025-05-03 09:30:07,527 INFO MainThread:275356 [wandb_run.py:_config_callback():1429] config_cb None None {'base_model': 'timbrooks/instruct-pix2pix', 'data_dir': './data2', 'output_dir': './output-1x10', 'epochs': 4, 'batch_size': 20, 'split_episode': 90, 'max_episodes': 100, 'learning_rate': 1e-05, 'gpus': 1, 'precision': '16', 'accumulate_grad_batches': 1, 'num_workers': 16, 'checkpoint_every_n_steps': 500, 'eval_every_steps': 500, 'frame_offset': 10, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_weight_decay': 0.01, 'adam_epsilon': 1e-08, 'lr_scheduler': 'cosine', 'lr_warmup_steps': 500, 'wandb_project': 'instruct-pix2pix-robotwin', 'wandb_entity': 'nitrous-dev'} +2025-05-03 12:41:54,388 INFO MsgRouterThr:275356 [mailbox.py:close():129] [no run ID] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20250503_093006-6lulam7i/files/config.yaml b/wandb/run-20250503_093006-6lulam7i/files/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..29d53a3bf73978410d7625812eebfebefd1c420a --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/files/config.yaml @@ -0,0 +1,113 @@ +_wandb: + value: + cli_version: 0.19.10 + m: + - "1": trainer/global_step + "6": + - 3 + "7": [] + - "1": lr-AdamW + "5": 1 + "6": + - 1 + - 3 + "7": [] + - "1": trainer/train_loss + "5": 1 + "6": + - 1 + - 3 + "7": [] + - "1": epoch + "5": 1 + "6": + - 1 + - 3 + "7": [] + - "1": trainer/val_loss + "5": 1 + "6": + - 1 + - 3 + "7": [] + python_version: 3.8.5 + t: + "1": + - 1 + - 9 + - 11 + - 41 + - 49 + - 55 + - 71 + - 83 + - 105 + "2": + - 1 + - 9 + - 11 + - 41 + - 49 + - 55 + - 71 + - 83 + - 105 + "3": + - 7 + - 13 + - 23 + - 55 + - 66 + "4": 3.8.5 + "5": 0.19.10 + "6": 4.46.3 + "8": + - 5 + "12": 0.19.10 + "13": linux-x86_64 +accumulate_grad_batches: + value: 1 +adam_beta1: + value: 0.9 +adam_beta2: + value: 0.999 +adam_epsilon: + value: 1e-08 +adam_weight_decay: + value: 0.01 +base_model: + value: timbrooks/instruct-pix2pix +batch_size: + value: 20 +checkpoint_every_n_steps: + value: 500 +data_dir: + value: ./data2 +epochs: + value: 4 +eval_every_steps: + value: 500 +frame_offset: + value: 10 +gpus: + value: 1 +learning_rate: + value: 1e-05 +lr_scheduler: + value: cosine +lr_warmup_steps: + value: 500 +max_episodes: + value: 100 +num_workers: + value: 16 +output_dir: + value: ./output-1x10 +precision: + value: "16" +split_episode: + value: 90 +wandb_entity: + value: nitrous-dev +wandb_project: + value: instruct-pix2pix-robotwin diff --git a/wandb/run-20250503_093006-6lulam7i/files/output.log b/wandb/run-20250503_093006-6lulam7i/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..f1a62975632a527326f2a6fbe8eb26af032d6be8 --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/files/output.log @@ -0,0 +1,17 @@ + + | Name | Type | Params +------------------------------------------------------ +0 | text_encoder | CLIPTextModel | 123 M +1 | vae | AutoencoderKL | 83.7 M +2 | unet | UNet2DConditionModel | 859 M +------------------------------------------------------ +859 M Trainable params +206 M Non-trainable params +1.1 B Total params +4,264.987 Total estimated model params size (MB) +Epoch 3: 100%|██████████| 4512/4512 [48:12<00:00, 1.56it/s, loss=0.0358, v_num=am7i] +/root/miniconda/envs/ip2p/lib/python3.8/site-packages/pytorch_lightning/plugins/precision/native_amp.py:77: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. + with torch.cuda.amp.autocast(): +/root/miniconda/envs/ip2p/lib/python3.8/site-packages/pytorch_lightning/plugins/precision/native_amp.py:71: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. + with torch.cuda.amp.autocast(): + diff --git a/wandb/run-20250503_093006-6lulam7i/files/requirements.txt b/wandb/run-20250503_093006-6lulam7i/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..147e2e62817298f761a748e3559f9de949db85bc --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/files/requirements.txt @@ -0,0 +1,203 @@ +Brotli==1.0.9 +certifi==2024.8.30 +charset-normalizer==3.3.2 +idna==3.7 +pillow==10.4.0 +PySocks==1.7.1 +setuptools==75.1.0 +six==1.16.0 +nvidia-cudnn-cu12==9.1.0.70 +wheel==0.44.0 +mkl-service==2.4.0 +pip==20.3.3 +torch==2.4.1 +urllib3==2.2.3 +frozenlist==1.5.0 +requests==2.32.3 +mkl-fft==1.3.1 +mkl-random==1.2.2 +torchvision==0.12.0 +nvidia-nvjitlink-cu12==12.9.41 +zipp==3.20.2 +typing_extensions==4.13.2 +rpds-py==0.20.1 +pyasn1==0.6.1 +nvidia-cusparse-cu12==12.1.0.106 +nvidia-cublas-cu12==12.1.3.1 +mpmath==1.3.0 +MarkupSafe==2.1.5 +filelock==3.16.1 +attrs==25.3.0 +triton==3.0.0 +sympy==1.13.3 +sniffio==1.3.1 +smmap==5.0.2 +rsa==4.9.1 +referencing==0.35.1 +pyasn1_modules==0.4.2 +propcache==0.2.0 +packaging==24.2 +oauthlib==3.2.2 +nvidia-nvtx-cu12==12.1.105 +nvidia-nccl-cu12==2.20.5 +nvidia-cusolver-cu12==11.4.5.107 +nvidia-curand-cu12==10.3.2.106 +nvidia-cufft-cu12==11.0.2.54 +nvidia-cuda-runtime-cu12==12.1.105 +nvidia-cuda-nvrtc-cu12==12.1.105 +nvidia-cuda-cupti-cu12==12.1.105 +numpy==1.24.4 +networkx==3.1 +multidict==6.1.0 +mdurl==0.1.2 +Jinja2==3.1.6 +importlib_resources==6.4.5 +h11==0.16.0 +fsspec==2025.3.0 +exceptiongroup==1.2.2 +cachetools==5.5.2 +yarl==1.15.2 +wcwidth==0.2.13 +tqdm==4.67.1 +contourpy==1.1.1 +tifffile==2023.7.10 +scipy==1.9.1 +requests-oauthlib==2.0.0 +PyYAML==6.0.2 +PyWavelets==1.4.1 +Pygments==2.19.1 +pydantic_core==2.27.2 +pkgutil_resolve_name==1.3.10 +markdown-it-py==3.0.0 +lazy_loader==0.4 +jsonschema-specifications==2023.12.1 +importlib_metadata==8.5.0 +imageio==2.9.0 +httpcore==1.0.9 +google-auth==2.39.0 +gitdb==4.0.12 +async-timeout==5.0.1 +anyio==4.5.2 +annotated-types==0.7.0 +aiosignal==1.3.1 +aiohappyeyeballs==2.4.4 +Werkzeug==3.0.6 +websockets==12.0 +tzdata==2025.2 +trampoline==0.1.2 +tensorboard-data-server==0.7.2 +starlette==0.44.0 +shellingham==1.5.4 +setproctitle==1.3.6 +sentry-sdk==2.27.0 +scikit-image==0.20.0 +safetensors==0.5.3 +rich==13.9.4 +regex==2024.11.6 +pytz==2025.2 +python-dateutil==2.9.0.post0 +pyparsing==3.1.4 +pydantic==2.10.6 +psutil==7.0.0 +protobuf==5.29.4 +platformdirs==4.3.6 +narwhals==1.37.1 +Markdown==3.7 +kiwisolver==1.4.7 +jsonschema==4.23.0 +huggingface-hub==0.30.2 +httpx==0.28.1 +grpcio==1.70.0 +google-auth-oauthlib==1.0.0 +GitPython==3.1.44 +ftfy==6.2.3 +fonttools==4.57.0 +eval_type_backport==0.2.2 +docker-pycreds==0.4.0 +dill==0.3.6 +cycler==0.12.1 +click==8.1.8 +aiohttp==3.10.11 +absl-py==2.2.2 +xxhash==3.5.0 +watchdog==4.0.2 +wandb==0.19.10 +uvicorn==0.33.0 +urwid==2.6.16 +typer==0.15.3 +tornado==6.4.2 +torchsde==0.2.6 +torchmetrics==0.6.0 +torchdiffeq==0.2.5 +tomlkit==0.12.0 +toml==0.10.2 +tensorboard==2.14.0 +tenacity==9.0.0 +semantic-version==2.10.0 +ruff==0.11.8 +responses==0.18.0 +python-multipart==0.0.20 +pydub==0.25.1 +pyDeprecate==0.3.1 +pydeck==0.9.1 +pyarrow==17.0.0 +pandas==2.0.3 +orjson==3.10.15 +opencv-python-headless==4.11.0.86 +opencv-python==4.1.2.30 +multiprocess==0.70.14 +matplotlib==3.7.5 +kornia==0.6.0 +jsonmerge==1.9.2 +jiter==0.9.0 +imgaug==0.2.6 +gradio_client==1.3.0 +future==1.0.0 +ffmpy==0.5.0 +fastapi==0.115.12 +einops==0.3.0 +distro==1.9.0 +dctorch==0.1.2 +clip-anytorch==2.6.0 +clean-fid==0.1.35 +blinker==1.8.2 +antlr4-python3-runtime==4.8 +altair==5.4.1 +aiofiles==23.2.1 +accelerate==1.0.1 +torch-fidelity==0.3.0 +test_tube==0.7.5 +streamlit==1.40.1 +seaborn==0.13.2 +pytorch-lightning==1.4.2 +pudb==2019.2 +openai==1.77.0 +omegaconf==2.1.1 +k-diffusion==0.2.0.dev0 +invisible-watermark==0.2.0 +imageio-ffmpeg==0.4.2 +gradio==4.44.1 +diffusers==0.33.1 +datasets==2.8.0 +albumentations==0.4.3 +tokenizers==0.20.3 +transformers==4.46.3 +taming-transformers==0.0.1 +clip==1.0 +autocommand==2.2.2 +backports.tarfile==1.2.0 +importlib_metadata==8.0.0 +importlib_resources==6.4.0 +inflect==7.3.1 +jaraco.collections==5.1.0 +jaraco.context==5.3.0 +jaraco.functools==4.0.1 +jaraco.text==3.12.1 +more-itertools==10.3.0 +packaging==24.1 +platformdirs==4.2.2 +tomli==2.0.1 +typeguard==4.3.0 +typing_extensions==4.12.2 +wheel==0.43.0 +zipp==3.19.2 diff --git a/wandb/run-20250503_093006-6lulam7i/files/wandb-metadata.json b/wandb/run-20250503_093006-6lulam7i/files/wandb-metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0cc3839817d4e8fc6f67fe646aeb25e0a4f3131c --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/files/wandb-metadata.json @@ -0,0 +1,72 @@ +{ + "os": "Linux-5.4.0-204-generic-x86_64-with-glibc2.10", + "python": "CPython 3.8.5", + "startedAt": "2025-05-03T09:30:06.333297Z", + "args": [ + "--base_model", + "timbrooks/instruct-pix2pix", + "--data_dir", + "./data2", + "--output_dir", + "./output-1x10", + "--epochs", + "4", + "--batch_size", + "20", + "--learning_rate", + "1e-5", + "--gpus", + "1", + "--precision", + "16", + "--num_workers", + "16", + "--checkpoint_every_n_steps", + "500", + "--eval_every_steps", + "500", + "--frame_offset", + "10", + "--split_episode", + "90", + "--max_episodes", + "100", + "--wandb_project", + "instruct-pix2pix-robotwin", + "--wandb_entity", + "nitrous-dev" + ], + "program": "./src/train.py", + "codePath": "src/train.py", + "email": "nicholas@nitrous.dev", + "root": "./output-1x10", + "host": "8b47d5eebecb", + "executable": "/root/miniconda/envs/ip2p/bin/python", + "codePathLocal": "src/train.py", + "cpu_count": 60, + "cpu_count_logical": 120, + "gpu": "NVIDIA GeForce RTX 4090", + "gpu_count": 1, + "disk": { + "/": { + "total": "107374182400", + "used": "59519709184" + } + }, + "memory": { + "total": "405617934336" + }, + "cpu": { + "count": 60, + "countLogical": 120 + }, + "gpu_nvidia": [ + { + "name": "NVIDIA GeForce RTX 4090", + "memoryTotal": "25757220864", + "cudaCores": 16384, + "architecture": "Ada" + } + ], + "cudaVersion": "12.4" +} \ No newline at end of file diff --git a/wandb/run-20250503_093006-6lulam7i/files/wandb-summary.json b/wandb/run-20250503_093006-6lulam7i/files/wandb-summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a674d7199823008bcb99099f40f253e49b9a67ff --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/files/wandb-summary.json @@ -0,0 +1 @@ +{"trainer/global_step":11599,"trainer/train_loss":0.05777150020003319,"_timestamp":1.7462760911305244e+09,"_step":483,"lr-AdamW":1.6197679308938007e-11,"trainer/val_loss":0.040006253868341446,"epoch":3,"_wandb":{"runtime":11508},"_runtime":11484.79762707} \ No newline at end of file diff --git a/wandb/run-20250503_093006-6lulam7i/logs/debug-core.log b/wandb/run-20250503_093006-6lulam7i/logs/debug-core.log new file mode 100644 index 0000000000000000000000000000000000000000..70a0a756a3768a34408db0d60a77c0042a29fb3a --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/logs/debug-core.log @@ -0,0 +1,13 @@ +{"time":"2025-05-03T09:30:05.714017949Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmp4mblpxse/port-275356.txt","pid":275356,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false} +{"time":"2025-05-03T09:30:05.716978145Z","level":"INFO","msg":"Will exit if parent process dies.","ppid":275356} +{"time":"2025-05-03T09:30:05.716971141Z","level":"INFO","msg":"server is running","addr":{"IP":"127.0.0.1","Port":39957,"Zone":""}} +{"time":"2025-05-03T09:30:05.892244735Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"127.0.0.1:50448"} +{"time":"2025-05-03T09:30:06.335561362Z","level":"INFO","msg":"handleInformInit: received","streamId":"6lulam7i","id":"127.0.0.1:50448"} +{"time":"2025-05-03T09:30:06.646383788Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"6lulam7i","id":"127.0.0.1:50448"} +{"time":"2025-05-03T12:41:54.390365452Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"127.0.0.1:50448"} +{"time":"2025-05-03T12:41:54.390908708Z","level":"INFO","msg":"server is shutting down"} +{"time":"2025-05-03T12:41:54.390874092Z","level":"INFO","msg":"connection: closing","id":"127.0.0.1:50448"} +{"time":"2025-05-03T12:41:54.391122335Z","level":"INFO","msg":"connection: closed successfully","id":"127.0.0.1:50448"} +{"time":"2025-05-03T12:41:55.678051215Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"127.0.0.1:50448"} +{"time":"2025-05-03T12:41:55.678148611Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"127.0.0.1:50448"} +{"time":"2025-05-03T12:41:55.678229447Z","level":"INFO","msg":"server is closed"} diff --git a/wandb/run-20250503_093006-6lulam7i/logs/debug-internal.log b/wandb/run-20250503_093006-6lulam7i/logs/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..da3a667b8893f6f30946d40771ed16c72763eddd --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/logs/debug-internal.log @@ -0,0 +1,15 @@ +{"time":"2025-05-03T09:30:06.335993876Z","level":"INFO","msg":"stream: starting","core version":"0.19.10","symlink path":"output-1x10/wandb/run-20250503_093006-6lulam7i/logs/debug-core.log"} +{"time":"2025-05-03T09:30:06.646255096Z","level":"INFO","msg":"created new stream","id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646365747Z","level":"INFO","msg":"stream: started","id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646448307Z","level":"INFO","msg":"writer: Do: started","stream_id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646467799Z","level":"INFO","msg":"handler: started","stream_id":"6lulam7i"} +{"time":"2025-05-03T09:30:06.646504679Z","level":"INFO","msg":"sender: started","stream_id":"6lulam7i"} +{"time":"2025-05-03T09:30:07.154796709Z","level":"INFO","msg":"Starting system monitor"} +{"time":"2025-05-03T12:41:54.390973196Z","level":"INFO","msg":"stream: closing","id":"6lulam7i"} +{"time":"2025-05-03T12:41:54.391092073Z","level":"INFO","msg":"Stopping system monitor"} +{"time":"2025-05-03T12:41:54.391261446Z","level":"INFO","msg":"Stopped system monitor"} +{"time":"2025-05-03T12:41:55.494402294Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"} +{"time":"2025-05-03T12:41:55.677400669Z","level":"INFO","msg":"handler: closed","stream_id":"6lulam7i"} +{"time":"2025-05-03T12:41:55.677482267Z","level":"INFO","msg":"writer: Close: closed","stream_id":"6lulam7i"} +{"time":"2025-05-03T12:41:55.677508801Z","level":"INFO","msg":"sender: closed","stream_id":"6lulam7i"} +{"time":"2025-05-03T12:41:55.677885557Z","level":"INFO","msg":"stream: closed","id":"6lulam7i"} diff --git a/wandb/run-20250503_093006-6lulam7i/logs/debug.log b/wandb/run-20250503_093006-6lulam7i/logs/debug.log new file mode 100644 index 0000000000000000000000000000000000000000..8aad8ca1ca45b6ba6922c8b358e736569f6a5e98 --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/logs/debug.log @@ -0,0 +1,24 @@ +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Current SDK version is 0.19.10 +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Configure stats pid to 275356 +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Loading settings from /root/.config/wandb/settings +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Loading settings from /workspace/project/wandb/settings +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_setup.py:_flush():68] Loading settings from environment variables +2025-05-03 09:30:06,265 INFO MainThread:275356 [wandb_init.py:setup_run_log_directory():724] Logging user logs to ./output-1x10/wandb/run-20250503_093006-6lulam7i/logs/debug.log +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:setup_run_log_directory():725] Logging internal logs to ./output-1x10/wandb/run-20250503_093006-6lulam7i/logs/debug-internal.log +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():852] calling init triggers +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():857] wandb.init called with sweep_config: {} +config: {'_wandb': {}} +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():893] starting backend +2025-05-03 09:30:06,266 INFO MainThread:275356 [wandb_init.py:init():897] sending inform_init request +2025-05-03 09:30:06,332 INFO MainThread:275356 [backend.py:_multiprocessing_setup():101] multiprocessing start_methods=fork,spawn,forkserver, using: spawn +2025-05-03 09:30:06,332 INFO MainThread:275356 [wandb_init.py:init():907] backend started and connected +2025-05-03 09:30:06,340 INFO MainThread:275356 [wandb_init.py:init():1002] updated telemetry +2025-05-03 09:30:06,341 INFO MainThread:275356 [wandb_init.py:init():1026] communicating run to backend with 90.0 second timeout +2025-05-03 09:30:07,150 INFO MainThread:275356 [wandb_init.py:init():1101] starting run threads in backend +2025-05-03 09:30:07,519 INFO MainThread:275356 [wandb_run.py:_console_start():2566] atexit reg +2025-05-03 09:30:07,520 INFO MainThread:275356 [wandb_run.py:_redirect():2414] redirect: wrap_raw +2025-05-03 09:30:07,520 INFO MainThread:275356 [wandb_run.py:_redirect():2483] Wrapping output streams. +2025-05-03 09:30:07,520 INFO MainThread:275356 [wandb_run.py:_redirect():2506] Redirects installed. +2025-05-03 09:30:07,525 INFO MainThread:275356 [wandb_init.py:init():1147] run started, returning control to user process +2025-05-03 09:30:07,527 INFO MainThread:275356 [wandb_run.py:_config_callback():1429] config_cb None None {'base_model': 'timbrooks/instruct-pix2pix', 'data_dir': './data2', 'output_dir': './output-1x10', 'epochs': 4, 'batch_size': 20, 'split_episode': 90, 'max_episodes': 100, 'learning_rate': 1e-05, 'gpus': 1, 'precision': '16', 'accumulate_grad_batches': 1, 'num_workers': 16, 'checkpoint_every_n_steps': 500, 'eval_every_steps': 500, 'frame_offset': 10, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_weight_decay': 0.01, 'adam_epsilon': 1e-08, 'lr_scheduler': 'cosine', 'lr_warmup_steps': 500, 'wandb_project': 'instruct-pix2pix-robotwin', 'wandb_entity': 'nitrous-dev'} +2025-05-03 12:41:54,388 INFO MsgRouterThr:275356 [mailbox.py:close():129] [no run ID] Closing mailbox, abandoning 1 handles. diff --git a/wandb/run-20250503_093006-6lulam7i/run-6lulam7i.wandb b/wandb/run-20250503_093006-6lulam7i/run-6lulam7i.wandb new file mode 100644 index 0000000000000000000000000000000000000000..fcfd8b4cec74e9db8cb63e58fcf663a29541a01a --- /dev/null +++ b/wandb/run-20250503_093006-6lulam7i/run-6lulam7i.wandb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c02b882b6a8cf6ad513a9f3bd6d5b92259f92991594158bd6f69ca6e82f42925 +size 6703324