CHANGELOG.md

Changelog

Unreleased

• Add ability to track system metrics (gorarakelyan)

2.2.1 Mar 31 2021

• Bump up Aim UI to v1.4.1 (gorarakelyan)

2.2.0 Mar 24 2021

• Bump up Aim UI to v1.4.0 (gorarakelyan)
• Add Hugging Face integration (Khazhak)
• Reorganize documentation (Tatevv)

2.1.6 Feb 26 2021

• Add ability to opt out telemetry (gorarakelyan)
• Remove experiment name from config file when calling repo.remove_branch method (gorarakelyan)

2.1.5 Jan 7 2021

• Handle NaN or infinite floats passed to artifacts (gorarakelyan)

2.1.4 Dec 2 2020

• Add ability to specify session run hash (gorarakelyan)
• Initialize repo if it was empty when opening session (gorarakelyan)
• Add validation of map artifact parameters (gorarakelyan)

2.1.3 Nov 24 2020

• Support comparison of list type contexts (gorarakelyan)

2.1.2 Nov 24 2020

• Fix empty contexts comparison issue (gorarakelyan)

2.1.1 Nov 22 2020

• Return only selected params in SelectResult (gorarakelyan)

2.1.0 Nov 19 2020

• Add AimRepo select method (gorarakelyan)
• Implement SelectResult class (gorarakelyan)

2.0.27 Nov 13 2020

• Fix issue with artifact step initializer (gorarakelyan)

2.0.26 Nov 10 2020

• Add block_termination argument to aim.Session (gorarakelyan)
• Convert infinity parameter to string in artifacts (gorarakelyan)

2.0.25 Nov 9 2020

• Reconstruct run metadata file when running close command (gorarakelyan)

2.0.24 Nov 8 2020

• Add SIGTERM signal handler (gorarakelyan)
• Run track function in a parallel thread (gorarakelyan)
• Add SDK session flush method (gorarakelyan)
• Flush aggregated metrics at a given frequency (gorarakelyan)
• Update run metadata file only on artifacts update (gorarakelyan)

2.0.23 Nov 5 2020

• Make experiment name argument required in SDK close command (gorarakelyan)

2.0.22 Nov 5 2020

• Add SDK close method to close dangling experiments (gorarakelyan)

2.0.21 Nov 1 2020

• Resolve compatibility issues with python 3.5.0 (gorarakelyan)

2.0.20 Oct 26 2020

• Enable pypi aim package name (gorarakelyan)

2.0.19 Oct 25 2020

• Add PyTorch Lightning logger (gorarakelyan)
• Add TensorFlow v1 and v2 keras callbacks support (gorarakelyan)

2.0.18 Oct 7 2020

• Add ability to run Aim UI in detached mode (gorarakelyan)
• Add ability to specify repo path when running Aim UI (gorarakelyan)

2.0.17 Oct 5 2020

• Rename AimDE to Aim UI (gorarakelyan)

2.0.16 Oct 2 2020

• Add ability to specify host when running AimDE (gorarakelyan)
• Disable AimContainerCommandManager (gorarakelyan)
• Remove aimde command entry point (gorarakelyan)
• Remove de prefix from development environment management commands (gorarakelyan)

2.0.15 Sep 21 2020

• Set Map artifact default namespace (gorarakelyan)

2.0.14 Sep 21 2020

• Set Metric hashable context to None if no kwarg is passed (gorarakelyan)

2.0.13 Sep 21 2020

• Add ability to query runs by metric value (gorarakelyan)
• Add ability to query runs via SDK (gorarakelyan)

2.0.12 Sep 12 2020

• Update Session to handle exceptions gracefully (gorarakelyan)

2.0.11 Sep 11 2020

• Add alias to keras adapter (gorarakelyan)

2.0.10 Sep 10 2020

• Show progress bar when pulling AimDE image (gorarakelyan)

2.0.9 Sep 10 2020

• Add ability to start multiple sessions (gorarakelyan)
• Add Aim adapter for keras (gorarakelyan)

2.0.8 Aug 26 2020

• Set SDK to select only unarchived runs by default (gorarakelyan)
• Add ability to archive/unarchive runs (gorarakelyan)
• Enable search by run attributes (gorarakelyan)
• Add is not keyword to AimQL (gorarakelyan)

2.0.7 Aug 21 2020

• Validate Artifact values before storing (gorarakelyan)
• Add sessions to SDK (gorarakelyan)

2.0.6 Aug 13 2020

• Add ability to retrieve metrics and traces from repo (gorarakelyan)
• Add SDK select method to select runs and artifacts (gorarakelyan)
• Implement search query language (gorarakelyan)

2.0.5 Jul 18 2020

• Fix issue with PyPI reStructuredText format compatibility (gorarakelyan)

2.0.4 Jul 18 2020

• Add ability to attach tf.summary logs to AimDE (gorarakelyan)

2.0.3 Jul 8 2020

• Pass project path to development environment container (gorarakelyan)

2.0.2 Jul 7 2020

• Make epoch argument optional for Metric artifact (gorarakelyan)
• Add ability to automatically commit runs after exit (gorarakelyan)
• Add aim up shortcut for running development environment (gorarakelyan)
• Remove first required argument(artifact name) from sdk track function (gorarakelyan)
• Add general dictionary artifact for tracking key: value parameters (gorarakelyan)

2.0.1 Jun 24 2020

• Fix inconsistent DE naming (gorarakelyan)

2.0.0 Jun 18 2020

• Tidy up aim and remove some artifacts (gorarakelyan)
• Update AimContainerCMD to open connection on custom port (gorarakelyan)
• Save passed process uuid to commit configs (gorarakelyan)
• Ability to query processes (gorarakelyan)
• Execute process and store logs into a commit of specific experiment (gorarakelyan)
• Kill running process and its children recursively (gorarakelyan)
• Keep executed processes for monitoring and management (gorarakelyan)
• Add container command handler to exec commands on the host (gorarakelyan)
• Refactor Text artifact to store sentences using protobuf and aimrecords (jamesj-jiao)
• Add ability to pass aim board port as an argument (gorarakelyan)

1.2.17 May 8 2020

• Add config command (gorarakelyan)
• Tune artifacts: images, metric_groups, params (gorarakelyan)

1.2.16 Apr 29 2020

• Add ability to pass numpy array as a segmentation mask (gorarakelyan)

1.2.15 Apr 29 2020

• Add basic image list tracking (gorarakelyan)

1.2.14 Apr 27 2020

• Optimize segmentation tracking insight to load faster (gorarakelyan)

1.2.13 Apr 25 2020

• Remove GitHub security alert (gorarakelyan)
• Add image semantic segmentation tracking (gorarakelyan)

1.2.12 Apr 20 2020

• Add missing init file for aim.artifacts.proto (@mike1808)

1.2.11 Apr 16 2020

• Make epoch property optional for Metric (gorarakelyan)

1.2.10 Apr 16 2020

• Serialize and store Metric records using protobuf and aimrecords (gorarakelyan)
• Create RecordWriter factory which handles artifact records saving (gorarakelyan)
• Extract artifact serialization to ArtifactWriter (mike1808)

1.2.9 Mar 16 2020

• Alert prerequisites installation message for running board (gorarakelyan)

1.2.8 Mar 15 2020

• Update profiler interface for keras (gorarakelyan)

1.2.7 Mar 14 2020

• Add board pull command (gorarakelyan)
• Change board ports to 43800,1,2 (gorarakelyan)
• Add ability to profile graph output nodes (gorarakelyan)
• Remove issue with autograd inside while loop (gorarakelyan)
• Add aim board development mode (gorarakelyan)
• Update board name hash algorithm to md5 (gorarakelyan)
• Add board CLI commands: up, down and upgrade (gorarakelyan)
• Add ability to tag version as a release candidate (gorarakelyan)

1.2.6 Feb 28 2020

• Add learning rate update tracking (gorarakelyan)

1.2.5 Feb 25 2020

• Add autocommit feature to push command: aim push -c [-m <msg>] (gorarakelyan)
• Add cli status command to list branch uncommitted artifacts (gorarakelyan)
• Add an ability to aggregate duplicated nodes within a loop (gorarakelyan)
• Remove gradient break issue when profiling output nodes (gorarakelyan)

1.2.4 Feb 20 2020

• Enable profiler to track nodes inside loops (gorarakelyan)
• Ability to disable profiler for evaluation or inference (gorarakelyan)

1.2.3 Feb 13 2020

• Set minimum required python version to 3.5.2 (gorarakelyan)

1.2.2 Feb 13 2020

• Downgrade required python version (gorarakelyan)

1.2.1 Feb 13 2020

• Edit README.md to pass reStructuredText validation on pypi (gorarakelyan)

1.2.0 Feb 13 2020

• Make aim CLI directly accessible from main.py (gorarakelyan)
• Add disk space usage tracking (gorarakelyan)
• Add profiler support for Keras (gorarakelyan)
• Add TensorFlow graph nodes profiler (gorarakelyan)
• Add command to run aim live container mounted on aim repo (gorarakelyan)
• Update profiler to track GPU usage (gorarakelyan)
• Add machine resource usage profiler (gorarakelyan)

1.1.1 Jan 14 2020

• Remove aim dependencies such as keras, pytorch and etc (gorarakelyan)

1.1.0 Jan 12 2020

• Update code diff tracking to be optional (gorarakelyan)
• Add default False value to aim init function (gorarakelyan)
• Update aim repo to correctly identify cwd (gorarakelyan)
• Update push command to commit if msg argument is specified (gorarakelyan)
• Add ability to initialize repo from within the sdk (gorarakelyan)

1.0.2 Jan 7 2020

• Remove objects dir from empty .aim branch index (gorarakelyan)

1.0.1 Dec 26 2019

• Add cil command to print aim current version (gorarakelyan)

1.0.0 Dec 25 2019

• Add aim version number in commit config file (gorarakelyan)
• Update push command to send username and check storage availability (gorarakelyan)
• Add hyper parameters tracking (gorarakelyan)
• Update push command to print shorter file names when pushing to remote (gorarakelyan)
• Update tracking artifacts to be saved in log format (gorarakelyan)
• Add pytorch cuda support to existing sdk artefacts (gorarakelyan)
• Add cli reset command (gorarakelyan)
• Add nested module tracking support to aim sdk (gorarakelyan)
• Add code difference tracking to aim sdk (gorarakelyan)
• Update aim push command to send commits (gorarakelyan)
• Add commit structure implementation (gorarakelyan)
• Add aim commit command synchronized with git commits (gorarakelyan)
• Add version control system factory (gorarakelyan)
• Update all insights example (gorarakelyan)
• Add model gradients tracking (gorarakelyan)
• Add model weights distribution tracking (gorarakelyan)
• Add aim correlation tracking (gorarakelyan)

0.2.9 Nov 30 2019

• Update push tolerance when remote origin is invalid (gorarakelyan)

0.2.8 Nov 30 2019

• Update aim auth public key search algorithm (gorarakelyan)

0.2.7 Nov 14 2019

• Update dependencies torch and torchvision versions (sgevorg)

0.2.6 Nov 5 2019

• Update aim track logger (gorarakelyan)

0.2.5 Nov 4 2019

• Add branch name validation (gorarakelyan)
• Add single branch push to aim push command (gorarakelyan)

0.2.4 Nov 3 2019

• Update aim auth print format (gorarakelyan)
• Update setup.py requirements (gorarakelyan)

0.2.3 Nov 3 2019

• Update package requirements (gorarakelyan)

0.2.2 Nov 1 2019

• Update package requirements (sgevorg)

0.2.1 Nov 1 2019

• Add paramiko to required in setup.py (sgevorg)

0.2.0 Nov 1 2019

• Update the repo to prep for open source pypi push (sgevorg)
• Add error and activity logging (sgevorg)
• Add push command robustness (gorarakelyan)
• Add cli auth command (gorarakelyan)
• Add public key authentication (gorarakelyan)
• Update push to send only branches (gorarakelyan)
• Add branching command line interface (gorarakelyan)
• Update skd interface (gorarakelyan)
• Add pytorch examples inside examples directory (gorarakelyan)
• Add model load sdk method (gorarakelyan)
• Add model checkpoint save tests (gorarakelyan)
• Update file sending protocol (gorarakelyan)
• Add model tracking (gorarakelyan)

0.1.0 - Sep 23 2019

• Update setup py to build cython extensions (gorarakelyan)
• Update tcp client to send multiple files through one connection (gorarakelyan)
• Update tcp client to send images (gorarakelyan)
• Update sdk track functionality to support multiple metrics (gorarakelyan)
• Update push command for sending repo to a given remote (gorarakelyan)
• Add cli remote commands (gorarakelyan)
• Update cli architecture from single group of commands to multiple groups (gorarakelyan)
• Add testing env first skeleton and versions (sgevorg)
• Add dummy exporting files from .aim-test (sgevorg)
• Add description for Testing Environment (sgevorg)
• Update metadata structure and handling (sgevorg)
• Add support for seq2seq models (sgevorg)
• Update the output of doker image build to be more informative and intuitive (sgevorg)
• Update README.MD with changed Aim messaging (sgevorg)
• Remove setup.cfg file (maybe temporarily) (sgevorg)
• Update the location for docker build template files, move to data/ (sgevorg)
• Update the docs/cli.md for aim-deploy docs (sgevorg)
• Add docker deploy .aim/deploy_temp/<model> cleanup at the end of the build (sgevorg)
• Add Docker Deploy via aim-deploy command (sgevorg)
• Add Docker image generate skeleton (sgevorg)
• Add AimModel.load_mode static function to parse .aim files (sgevorg)
• Update exporter to decouple from specifics of exporting and framework (sgevorg)
• Add model export with .aim extension (sgevorg)
• Remove pack/unpack of the metadata (sgevorg)
• Add pack/unpack to add metadata to model for engine processing (sgevorg)
• Add aim-deploy command configuration in cli (sgevorg)
• Add basic cli (sgevorg)
• Update setup.py for cli first version (sgevorg)
• Add initial cli specs (sgevorg)
• Add directories: the initial skeleton of the repo (sgevorg)
• Add gitignore, license file and other basics for repo (sgevorg)