diff --git a/CHANGELOG.md b/CHANGELOG.md
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--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,4 +1,53 @@
 
+# Release Note (`v0.0.24`)
+> Release time: 2019-07-19 18:18:46
+
+
+🙇 We'd like to thank all contributors for this new release! In particular,
+ hanhxiao,  Jem,  Larry Yan,  felix,  🙇
+
+
+### 🆕 New Features
+
+ - [[```9f6c0524```](https://github.com/gnes-ai/gnes/commit/9f6c0524f986d735d3ef831fe2021579dff575c3)] __-__ __fasterrcnn__: add the original image to chunk list (*Jem*)
+ - [[```abb0841c```](https://github.com/gnes-ai/gnes/commit/abb0841cdcd07c3bedeee03682b3022743449bda)] __-__ __encoder__: add convolution variational autoencoder (*Larry Yan*)
+
+### 🐞 Bug fixes
+
+ - [[```1b526832```](https://github.com/gnes-ai/gnes/commit/1b52683216a4bea57a5b9ac37b5b9c98e3586b30)] __-__ __base__: fix dump yaml kwargs (*hanhxiao*)
+ - [[```086f3cea```](https://github.com/gnes-ai/gnes/commit/086f3cea723ac491c06f0630baf0809fa4afcc5e)] __-__ __base__: fix ump instance (*hanhxiao*)
+ - [[```12dfde42```](https://github.com/gnes-ai/gnes/commit/12dfde423bcf0a2027c45328d16a03dd25cfe617)] __-__ __base__: move name setting to trainable base (*hanhxiao*)
+ - [[```16f1a497```](https://github.com/gnes-ai/gnes/commit/16f1a497392ac484e1358863dcfc757fd1e74986)] __-__ __base__: move set config to metaclass (*hanhxiao*)
+ - [[```b97acd6c```](https://github.com/gnes-ai/gnes/commit/b97acd6cc69d562c0577aeb86fda5f8301f9e26a)] __-__ __base__: fix duplicate warning (*hanhxiao*)
+ - [[```991e4425```](https://github.com/gnes-ai/gnes/commit/991e4425ce1d650d0b2602df8abaab85f07c9b5f)] __-__ __base__: fix duplicate load and init from yaml (*hanhxiao*)
+ - [[```69a486e5```](https://github.com/gnes-ai/gnes/commit/69a486e5092d0e5b7b0e84a907cd5a9294dc01b9)] __-__ __compose__: fix import (*hanhxiao*)
+ - [[```4977aa3c```](https://github.com/gnes-ai/gnes/commit/4977aa3cf5e247c967c7b5d0729916fa69cc0381)] __-__ __vector indexer__: reorder relevance and chunk weight (*Jem*)
+ - [[```2448411d```](https://github.com/gnes-ai/gnes/commit/2448411db6c21b5526fcc389c4e9112c09b11146)] __-__ __encoder__: modify CVAE (*Larry Yan*)
+ - [[```b4bf0bf8```](https://github.com/gnes-ai/gnes/commit/b4bf0bf889cdfc11ae17146d08fa2544c4fd3a59)] __-__ __indexer__: add path check for dir and file (*hanhxiao*)
+ - [[```92f36c33```](https://github.com/gnes-ai/gnes/commit/92f36c332354e32119eeb5c02cbd7e0c2c626d81)] __-__ __fasterrcnn__: handle imgs with 0 chunk (*Jem*)
+ - [[```a1329913```](https://github.com/gnes-ai/gnes/commit/a13299132b776ccbb1826bf0f3a361e431a0f2ca)] __-__ __fasterrcnn__: fix bug for gpu (*Jem*)
+ - [[```38eca0ce```](https://github.com/gnes-ai/gnes/commit/38eca0ceb7102d7076f7e3854b0154d85a2cd9c0)] __-__ __grpc__: change grpc client message size limit (*felix*)
+ - [[```3836020a```](https://github.com/gnes-ai/gnes/commit/3836020aca4dbf9d3a650ca8c75907c2803db477)] __-__ __preprocessor__: fix preprocessor service handler function name error (*felix*)
+ - [[```599a3c3d```](https://github.com/gnes-ai/gnes/commit/599a3c3dc4558bc34901189e54561e0f74bc2c19)] __-__ __compose__: fix composer logic (*hanhxiao*)
+ - [[```7f3b2fb5```](https://github.com/gnes-ai/gnes/commit/7f3b2fb5eefa07c6fa3a119903afa6b1ad52cf75)] __-__ __release__: fix git tag version (*hanhxiao*)
+
+### 🚧 Code Refactoring
+
+ - [[```9bbb3c05```](https://github.com/gnes-ai/gnes/commit/9bbb3c0529ea92a947202bef1abfcd4a2f7bef77)] __-__ __compose__: move compose template to resources (*hanhxiao*)
+ - [[```a4e153d7```](https://github.com/gnes-ai/gnes/commit/a4e153d7bddad52625a9ad5527024e0f2671f160)] __-__ __base__: remove dump path and reorganize work dir (*hanhxiao*)
+
+### 🏁 Unit Test and CICD
+
+ - [[```e088ea9c```](https://github.com/gnes-ai/gnes/commit/e088ea9c244265dbfc46326b3617371677f51262)] __-__ __drone__: turn off profiling in ci (*hanhxiao*)
+ - [[```33a570b9```](https://github.com/gnes-ai/gnes/commit/33a570b9ba1dc1fa35917e1462c55e2b6926dc1b)] __-__ __drone__: remove pylint for faster ci (*hanhxiao*)
+ - [[```51eafac7```](https://github.com/gnes-ai/gnes/commit/51eafac76d25c9442d1a63a2d2a431cbb00e2b44)] __-__ __indexer__: fix data path in unit test (*hanhxiao*)
+
+### 🍹 Other Improvements
+
+ - [[```43ef4108```](https://github.com/gnes-ai/gnes/commit/43ef4108e74afdf06ad8a84a29973f6bd739e2aa)] __-__ __git__: add tmp to ignore (*hanhxiao*)
+ - [[```44b1a0c9```](https://github.com/gnes-ai/gnes/commit/44b1a0c976f6232708393c8c967d627da1d7df09)] __-__ fix unittest (*felix*)
+ - [[```984a9a2d```](https://github.com/gnes-ai/gnes/commit/984a9a2d980f93bbac1c1b943fb6e6305bf03aaf)] __-__ __changelog__: update change log to v0.0.23 (*hanhxiao*)
+
 # Release Note (`v0.0.23`)
 > Release time: 2019-07-17 18:28:08
 
@@ -54,4 +103,3 @@
  - [[```0c737a94```](https://github.com/gnes-ai/gnes/commit/0c737a944e3edef97bcf94ea5d35bedf0483795f)] __-__ __release__: revert back master check (*hanhxiao*)
  - [[```7b04697c```](https://github.com/gnes-ai/gnes/commit/7b04697cf4eb48c1b86ee59260a073b8ad8066e2)] __-__ __changelog__: revert the change log to empty (*hanhxiao*)
  - [[```d02f320d```](https://github.com/gnes-ai/gnes/commit/d02f320daceeeb87492e748e960f323856d093a1)] __-__ revert docker file (*felix*)
-