aaronmarkham commented on a change in pull request #15137: 1.5.0 news
URL: https://github.com/apache/incubator-mxnet/pull/15137#discussion_r297843262
##########
File path: NEWS.md
##########
@@ -17,6 +17,855 @@
MXNet Change Log
================
+## 1.5.0
Review comment:
This TOC should work... but we might need to remove the old TOC for 1.4.1
(or update it) so there are no conflicts.
```suggestion
- [MXNet Change Log](#mxnet-change-log)
* [1.5.0](#150)
+ [New Features](#new-features)
- [Automatic Mixed
Precision(experimental)](#automatic-mixed-precision-experimental-)
- [MKL-DNN Reduced precision inference and RNN API
support](#mkl-dnn-reduced-precision-inference-and-rnn-api-support)
- [Dynamic Shape(experimental)](#dynamic-shape-experimental-)
- [Large Tensor Support](#large-tensor-support)
- [Dependency Update](#dependency-update)
- [Gluon Fit API(experimental)](#gluon-fit-api-experimental-)
- [New Operators](#new-operators)
+ [Feature Improvements](#feature-improvements)
- [Operators](#operators)
- [MKLDNN](#mkldnn)
- [ONNX](#onnx)
- [TensorRT](#tensorrt)
- [FP16 Support](#fp16-support)
- [Deep Graph Library(DGL) support](#deep-graph-library-dgl--support)
- [Horovod Integration](#horovod-integration)
- [Dynamic Shape](#dynamic-shape)
- [Backend Engine](#backend-engine)
- [Large Tensor Support](#large-tensor-support-1)
- [Quantization](#quantization)
- [Profiler](#profiler)
- [CoreML](#coreml)
+ [Front End API](#front-end-api)
- [Gluon](#gluon)
- [Python](#python)
+ [Language Bindings](#language-bindings)
- [Scala](#scala)
- [Java](#java)
- [C++](#c--)
- [Clojure](#clojure)
- [Julia](#julia)
- [Perl:](#perl-)
- [R](#r)
+ [Performance Improvements](#performance-improvements)
+ [Example and Tutorials](#example-and-tutorials)
+ [Website](#website)
+ [Documentation](#documentation)
+ [Build and Test](#build-and-test)
+ [Bug-fixes](#bug-fixes)
+ [License](#license)
+ [Depreciations](#depreciations)
+ [Known Issues](#known-issues)
* [1.4.1](#141)
+ [Bug-fixes](#bug-fixes-1)
* [1.4.0](#140)
+ [New Features](#new-features-1)
- [Java Inference API](#java-inference-api)
- [Julia API](#julia-api)
- [Control Flow Operators
(experimental)](#control-flow-operators--experimental-)
- [SVRG Optimization](#svrg-optimization)
- [Subgraph API (experimental)](#subgraph-api--experimental-)
- [JVM Memory Management](#jvm-memory-management)
- [Topology-aware AllReduce
(experimental)](#topology-aware-allreduce--experimental-)
- [MKLDNN backend: Graph optimization and Quantization
(experimental)](#mkldnn-backend--graph-optimization-and-quantization--experimental-)
* [Graph Optimization](#graph-optimization)
* [Quantization](#quantization-1)
+ [New Operators](#new-operators-1)
+ [Feature improvements](#feature-improvements)
- [Operator](#operator)
- [Optimizer](#optimizer)
- [Sparse](#sparse)
- [ONNX](#onnx-1)
- [MKLDNN](#mkldnn-1)
- [Inference](#inference)
- [Other](#other)
+ [Frontend API updates](#frontend-api-updates)
- [Gluon](#gluon-1)
- [Symbol](#symbol)
+ [Language API updates](#language-api-updates)
- [Java](#java-1)
- [R](#r-1)
- [Scala](#scala-1)
- [Clojure](#clojure-1)
- [Perl](#perl)
- [Julia](#julia-1)
+ [Performance benchmarks and
improvements](#performance-benchmarks-and-improvements)
+ [Bug fixes](#bug-fixes)
+ [Licensing updates](#licensing-updates)
+ [Improvements](#improvements)
- [Tutorial](#tutorial)
- [Example](#example)
- [Documentation](#documentation-1)
- [Website](#website-1)
- [MXNet Distributions](#mxnet-distributions)
- [Installation](#installation)
- [Build and CI](#build-and-ci)
- [3rd party](#3rd-party)
* [TVM:](#tvm-)
* [CUDNN:](#cudnn-)
* [Horovod:](#horovod-)
+ [Deprications](#deprications)
+ [Other](#other-1)
+ [How to build MXNet](#how-to-build-mxnet)
+ [List of submodules used by Apache MXNet (Incubating) and when they
were updated
last](#list-of-submodules-used-by-apache-mxnet--incubating--and-when-they-were-updated-last)
* [1.3.1](#131)
+ [Bug fixes](#bug-fixes-1)
+ [Documentation fixes](#documentation-fixes)
+ [Other Improvements](#other-improvements)
+ [Submodule updates](#submodule-updates)
+ [Known issues](#known-issues)
* [1.3.0](#130)
+ [New Features - Gluon RNN layers are now
HybridBlocks](#new-features---gluon-rnn-layers-are-now-hybridblocks)
+ [MKL-DNN improvements](#mkl-dnn-improvements)
+ [New Features - Gluon Model Zoo Pre-trained
Models](#new-features---gluon-model-zoo-pre-trained-models)
+ [New Features - Clojure package
(experimental)](#new-features---clojure-package--experimental-)
+ [New Features - Synchronized Cross-GPU Batch Norm
(experimental)](#new-features---synchronized-cross-gpu-batch-norm--experimental-)
+ [New Features - Sparse Tensor Support for Gluon
(experimental)](#new-features---sparse-tensor-support-for-gluon--experimental-)
+ [New Features - Control flow operators
(experimental)](#new-features---control-flow-operators--experimental-)
+ [New Features - Scala API Improvements
(experimental)](#new-features---scala-api-improvements--experimental-)
+ [New Features - Rounding GPU Memory Pool for dynamic networks with
variable-length inputs and outputs
(experimental)](#new-features---rounding-gpu-memory-pool-for-dynamic-networks-with-variable-length-inputs-and-outputs--experimental-)
+ [New Features - Topology-aware AllReduce
(experimental)](#new-features---topology-aware-allreduce--experimental-)
+ [New Features - Export MXNet models to ONNX format
(experimental)](#new-features---export-mxnet-models-to-onnx-format--experimental-)
+ [New Features - TensorRT Runtime Integration
(experimental)](#new-features---tensorrt-runtime-integration--experimental-)
+ [New Examples - Scala](#new-examples---scala)
+ [Maintenance - Flaky Tests improvement
effort](#maintenance---flaky-tests-improvement-effort)
+ [Maintenance - MXNet Model Backwards Compatibility
Checker](#maintenance---mxnet-model-backwards-compatibility-checker)
+ [Maintenance - Integrated testing for "the Straight
Dope"](#maintenance---integrated-testing-for--the-straight-dope-)
+ [Bug-fixes](#bug-fixes-2)
+ [Performance Improvements](#performance-improvements-1)
+ [API Changes](#api-changes)
+ [Other features](#other-features)
+ [Usability Improvements](#usability-improvements)
* [1.2.0](#120)
+ [New Features - Added Scala Inference
APIs](#new-features---added-scala-inference-apis)
+ [New Features - Added a Module to Import ONNX models into
MXNet](#new-features---added-a-module-to-import-onnx-models-into-mxnet)
+ [New Features - Added Support for Model Quantization with
Calibration](#new-features---added-support-for-model-quantization-with-calibration)
+ [New Features - MKL-DNN
Integration](#new-features---mkl-dnn-integration)
+ [New Features - Added Exception Handling Support for
Operators](#new-features---added-exception-handling-support-for-operators)
+ [New Features - Enhanced FP16
support](#new-features---enhanced-fp16-support)
+ [New Features - Added Profiling
Enhancements](#new-features---added-profiling-enhancements)
+ [Breaking Changes](#breaking-changes)
+ [Bug Fixes](#bug-fixes)
+ [Performance Improvements](#performance-improvements-2)
+ [API Changes](#api-changes-1)
+ [Sparse Support](#sparse-support)
+ [Deprecations](#deprecations)
+ [Other Features](#other-features)
+ [Usability Improvements](#usability-improvements-1)
+ [Known Issues](#known-issues-1)
* [1.1.0](#110)
+ [Usability Improvements](#usability-improvements-2)
+ [Bug-fixes](#bug-fixes-3)
+ [New Features](#new-features-2)
+ [API Changes](#api-changes-2)
+ [Deprecations](#deprecations-1)
+ [Performance Improvements](#performance-improvements-3)
+ [Known Issues](#known-issues-2)
* [1.0.0](#100)
+ [Performance](#performance)
+ [New Features - Gradient Compression
[Experimental]](#new-features---gradient-compression--experimental-)
+ [New Features - Support of NVIDIA Collective Communication Library
(NCCL)
[Experimental]](#new-features---support-of-nvidia-collective-communication-library--nccl---experimental-)
+ [New Features - Advanced Indexing [General
Availability]](#new-features---advanced-indexing--general-availability-)
+ [New Features - Gluon [General
Availability]](#new-features---gluon--general-availability-)
+ [New Features - ARM / Raspberry Pi support
[Experimental]](#new-features---arm---raspberry-pi-support--experimental-)
+ [New Features - NVIDIA Jetson support
[Experimental]](#new-features---nvidia-jetson-support--experimental-)
+ [New Features - Sparse Tensor Support [General
Availability]](#new-features---sparse-tensor-support--general-availability-)
+ [Bug-fixes](#bug-fixes-4)
+ [Doc Updates](#doc-updates)
* [0.12.1](#0121)
+ [Bug-fixes](#bug-fixes-5)
* [0.12.0](#0120)
+ [Performance](#performance-1)
+ [New Features - Gluon](#new-features---gluon)
+ [New Features - Autograd](#new-features---autograd)
+ [New Features - Sparse Tensor
Support](#new-features---sparse-tensor-support)
+ [Other New Features](#other-new-features)
+ [API Changes](#api-changes-3)
+ [Bug-fixes](#bug-fixes-6)
* [0.11.0](#0110)
+ [Major Features](#major-features)
+ [API Changes](#api-changes-4)
+ [Performance Improvements](#performance-improvements-4)
+ [Bugfixes](#bugfixes)
+ [Refactors](#refactors)
* [0.10.0](#0100)
* [0.9.3](#093)
* [v0.8](#v08)
* [v0.7](#v07)
* [v0.5 (initial release)](#v05--initial-release-)
## 1.5.0
```
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