Matorage Versions Save

Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)

v0.3.0

3 years ago

Change Log

version : v0.3.0

change things

Bug Fixes

  • When using NAS, the default list_objects function has been modified to have the same output as minio's list_objects function.
  • Add unittests for NAS.
    • Add data saver and data loader for NAS.
    • Add model saver and model loader for NAS.
    • Add optimizer saver and optimizer loader for NAS.
  • Fixed deadlock(join in multiprocessing) when model is reloaded in tensorflow. This bug created a timeout error in travis ci.
  • Fixed an error when an empty string entered in the group in tensorflow optimizer.
  • Split downloaded data cache folder with ~/.matorage(default cache_folder_path).
  • Fixed unittest nas folder permission in .travis.
  • Fixed group type from int to str, so tensorflow and torch are working fine.
  • Fixed cache_folder_path not in DataS3Test.
  • Fixed unittest main function to be right.
  • Split test_datasaver_filetype to torch and tensorflow.

New Features

  • Add context manager for DataSaver #24.

New Examples

v0.2.1

3 years ago

Change Log

version : v0.2.1

change things

Bug Fixes

  • Fixed raise error when filetype is False but trying to store string type matrix(issue #17)
  • Fixed itemsize also save to json file(issue #18)
  • Fixed the list_object function overridden in NAS(issue #21,#22)
  • Fixed not use caching when using NAS(issue #21,#22)
  • Fixed FileNotFoundError when use put_object function in NAS.

New Features

New Examples

v0.2.0

3 years ago

Change Log

version : v0.2.0

change things

Bug Fixes

  • Docker container bug in travis.
  • Group named 0 error in the optimizer.
  • The problem that the dataset name is not sorted when loading.
  • Unable to read metadata.json file in the bucket.
  • The problem of reading filetype as well as HDF5.

New Features

  • Compatible S3 module.
  • saving and loading logic for dataset of filetype
  • refresh argument in DataSaver to clean all dataset.
  • saving and loading logic for scheduler.
  • Showing bucket list for dataset, model and optimizer.

New Examples

  • Add SQuAD 1.1/2.0 tasks

0.1.0a

3 years ago

Hello, matorage!

  • Initial release, We support manage dataset, model, and optimizer.