[RELEASE] Release note for 0.2 (#853)

NEWS.md

@@ -3,11 +3,49 @@ TVM Change Log
 
 This file records the changes in TVM library in reverse chronological order.
 
+## On-going version
 
-## On onging verison
+Refer to the Roadmap issue for complete list on on-going version features.
+If you check in something that is not reflected in Roadmap issue, please reply
+to that issue so it can get added.
+
+## 0.2
+
+This release comes with a complete set of TOPI support for NNVM compiler, which allows compilation of end to end workloads.
+We also make major improvements in supporting new backends: ROCm for AMDGPUs and ARM GPU.
+
+- Backend support
+   - Support LLVM mainline(4.0, 5.0, 6.0)
+   - Support ROCM stack for AMD GPUs
+   - More robust OpenCL support for ARM GPUs
+- Android RPC runtime
+- Multi-threading optimization for ARM
+   - multi-threaded depthwise
+   - multi-threaded conv2d
+- New schedule primitives
+   - storage_align for shared memory alignment
+   - double_buffer
 - UnrollLoop : more robust version of unroll loop, count maximum steps that can be unrolled.
+- Full set of TOPI operators
+   - Introduce tvm.target to specify target options for compilation better.
+   - broadcast/ reduction operators
+   - pooling and global pooling
+   - Generic target support for topi
+   - schedule with external libraries
+- End to end deep learning pipelines for CPU, GPU, ARM GPU
+- Tutorials
+  - How to load compiled module in any language runtime
+  -  How to use java runtime
+- Contrib library: MIOpen, CuDNN
+- Ongoing items that contains functioning pieces
+  - WebGL backend
+  - C++ compiler support
+  - MPS DNN
+  - low bit support, introduced popcount
+
+
+## 0.1
 
-## 0.1rc
 - Language runtime
     - python
     - javascript

python/tvm/_ffi/libinfo.py

@@ -100,4 +100,4 @@ def find_lib_path(name=None, search_path=None, optional=False):
 
 
 # current version
-__version__ = "0.1.0"
+__version__ = "0.2.0"