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v1.1.13

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@milakov milakov released this 26 Mar 20:38
· 196 commits to master since this release
  • Data transformers:
    -- Stretch added to distort sampler transformer
    -- perspective distortions added to distort_2d transformer
    -- reshape_data_transformer added
    -- elastic_deformation_2d_data_transformer added
  • Mixture of models:
    -- Added --test_validate_save_output and --test_validate_load_output options
    -- Running testing and validation from a mixture of output_values
  • Readers:
    -- supervised_shuffle_entries_data_reader is made deterministic
    -- deterministic image data reader is extended to sampler
  • Layers:
    -- Parametric ReLU added (with CPU and GPU backends)
    -- Average subsampling is reverted to native implementation (3D and 4D support)
  • Others:
    -- Taking RELUs into account when initializing weights
    -- validate_progress_network_data_pusher is extended with frequency parameter
    -- Quasi-random training data randomization is dropped
    -- Memory consumption reduced during testing
    -- Resume training (-R) can now be applied with multiple ANNs training (-N)
    -- VS2013 projects and solution added (using CUDA 7.0)
    -- Fixed fancy backprop for analyzer
    -- Bug-fixes