tiny-cnn v1.0.0.a3 Release Notes
Release Date: 2016-11-29 // over 7 years ago-
🚀 Now we are announcing v1.0.0a3. Thanks for all great contributors! This release includes the following changes from v1.0.0a2:
🐛 Bug fix
- 🛠 Convolutional layer with
padding::samemode doesn't work #332 fixed by @nyanp - 🏗 Segmentation fault at MinGW build #203 #281 fixed by @nyanp
- 🛠 NNPACK backend doesn't work #398 fixed by @azsane
👌 Improvements
- ✂ Remove compiler warnings & improve CMakeLists #387 by @beru
- 👌 Improve memory consumption #410 by @beru
- 👌 Improve unit tests #408 by @Randl
- Subtle speed optimization #419 by @beru
- 🔨 Refactor serialization type & size type #407, #422 by @Randl and @edgarriba
- 👌 Improve compilation time by splitting serialiation/deserialization #421 by @beru
📄 Docs&Comments
- ➕ Add comments to layer class #424 by @edgarriba
- 🛠 Fix typo in comments #404 by @MikalaiDrabovich
Toward v1.0.0
🔀 The first version of
tensoris merged into tiny-dnn (#411 #417 #418 by @pansk @Randl and @edgarriba). It isn't integrated with tiny-dnn layers yet, but it's the starting point of the GPU tiny-dnn. - 🛠 Convolutional layer with
Previous changes from v1.0.0.a2
-
🐛 Bug Fixes
- 🛠 Fix SEGV errors on AVX Optimized code (#353) by @nyanp
- 🛠 Fix compiler error on msvc2013 (#320) by @nyanp
- 🛠 Fix AVX backend slowdown on convolutional layer (#322) by @nyanp
- 🛠 Fix throwing error when we load weights manually (#330) by @nyanp
- 🛠 Fix returning infinity in tan_h (#347) by @nyanp
- 🛠 Fix portability issues on serialization (#377) by @nyanp
🔋 Features
- 👍 Provides compile option to disable serialization support to speedup compilation time (#316) by @nyanp
- ➕ Adds
set_trainablemethod to freeze layers (#346) by @nyanp - ➕ Adds power layer to caffe converter by @goranrauker
- 👍 double precision support (#332) by @nyanp
- Provides pad_type and non-square input to pooling layers (#374) by @nyanp
- ➕ Adds public predict method for vector of tensors (#396) by @reunanen
- ➕ Adds Auto engine selection (#339) by @edgarriba
- ➕ Adds basic image utilities, and remove OpenCV dependencies (#337) by @nyanp
Others
- 🔀 Sync with latest NNPACK by @azsane
- 👌 Improves compiler warnings around type-cast by @pansk @reunanen @edgarriba
- 👌 Improves CMakelist by @syoyo @edgarriba @beru
- ✅ Replaces picotest with gtest by @Randl
- ➕ Adds "layer catalogue" into official documentation by @nyanp
- ➕ Adds tests for GPU environment by @Randl
- ➕ Adds cpplint.py by @edgarriba @Randl
- ➕ Adds a document for building iOS app by @wangyida
- ➕ Adds coverall checking by @edgarriba
- ➕ Adds CI builds for Win32 by @nyanp
- ⚡️ Updates & improves readme by @edgarriba@zhangqianhui