chore(release): v0.8.0

CHANGELOG.md

@@ -1,29 +1,79 @@
 # CHANGELOG
 
-## [unreleased]
+## [0.8.0] - 2021-09-26
 
     ### Bug Fixes
 
+        - Fix ci pypi versioning
+        - Remove __init__.py and python __version__, use cargo version
+        - Only run publish once on git tag
+        - Move import bagua_install_library to install library function
+        - Merge bagua_install_library and setup.py, remove nccl<=2.6 support
+        - Fix alltoall_v parameter (#17)
+        - Reduce and allgather python interface
+        - Fix decompress incorrect pointer and typo in error msg
+        - Fix python gil deadlock during getting data ptr
+        - Fix benchmark script requirements
+        - Fix alltoall_v parameter types (#27)
+        - Always mark bagua padding tensor as ready
+        - Make compress/decompress of BaguaTensor `method` string consistent (#33)
+        - Fix scatter and reduce_scatter implementation (#40)
+        - Substract overflow error for decentralized op (#39)
+        - Fix QADAM params (#17)
+        - Fix assert precision (#18)
         - Replace mutex with atomic bool for async op and add Aluminum submodule update (#67)
         - Fix duplicated dependency downloading during installation (#77)
         - Fix async algorithm aborting (#78)
         - Fix async algorithm hanging when abort (#81)
         - Fix qadam algorithm call (#20)
         - Fix missing symbols in the zip library (#24)
+        - Fix random autotune-service hang
+        - Fix random autotune server hang (#206)
+        - Bagua-net library path mismatch, make `--enable_bagua_net` argument style consistent with other args (#218)
+        - Fix compressed buffer can not be scattered to odd number of ranks
+        - Handle conflicts caused by sklearn upgrade (#225)
 
     ### Features
 
-        - Add native async model average algorithm (#41)
         - Add async model average algorithm (#110)
         - Add cached dataset wrapper (#148)
+        - Support sync batchnorm (#151)
+        - Add `--enable-bagua-net` option in launcher (#183)
+        - Add pytorch examples for MNIST, ImageNet, SQuAD training (#1)
+        - Add requirements.txt, only download dataset on local rank 0 (#2)
+        - Initial commit of bagua core impl
+        - Add python packaging related files
+        - Only publish pypi for master commits
+        - Add __version__ variable
+        - Install nccl deps in bagua core and add generated __version__ variable
+        - Add version.py placeholder to prevent file not found error
+        - Initial support for python op (#2)
+        - Add 5 min timeout for buckets' comm op (#5)
+        - Replace NCCL with Aluminum (#7)
+        - Add synethetic benchmark script (#5)
+        - Add elastic training example (#7)
+        - Support alltoall_v (vector alltoall) (#14)
+        - Add reduce and allgather python interface
+        - Support reduce and allgather op with Reduction op enum
+        - Support creating BaguaTensor by passing torch tensor directly (#19)
+        - Compatible mode for getting pytorch tensor info with Python interpreter
+        - Better debug log including tensor info when executing ops
+        - Add native low precision decentralized operator (#26)
+        - Add (scatter, gather, scatter_reduce) and all inplace version communication primitives (#37)
+        - Make full precision decentralized op stateless (#36)
+        - Add communication_primitives example (#12)
+        - Support nccl 2.10 ncclAvg (#45)
+        - Use nccl 2.10 avg op for all algorithms using averaging (#46)
+        - Add opentelemetry to report tensor ready order (#42)
+        - Add deterministic flag (#15)
+        - Add native async model average algorithm (#41)
         - Add examples for async model average algorithm (#14)
         - Support packet splitting and multi-stream parallel transmission (#5)
-        - Support sync batchnorm (#151)
         - Support ncclnet v3 and remove the dependency on nccl in the installation environment (#17)
         - Add sync interval param to async examples (#19)
         - Suppport tokio backend (#21)
         - Support bagua-net (#89)
-        - Add `--enable-bagua-net` option in launcher (#183)
+        - Broadcast scalars for optimizers (#202)
 
 
 ## [0.7.0] - 2021-08-16