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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