History¶
0.0.3 (2020-01-21)¶
New features:
FLOPs support for softmax, embedding, sigmoid, tanh, lstm, rnn, gru.
Calculate and track running statistics of data.
Get statistics of dataset (mean, standard deviation and variance).
Calculate and track accuracy of predictions.
Calculate and track hamming loss of predictions.
Track and maintain running average of loss.
Plot (average) gradients for each layer in model.
Bug fixes:
Multi-input model support for model summary and FLOPs.
Deprecations:
get_current_lr() is deprecated, use get_lr() instead.
set_current_lr() is deprecated, use set_lr() instead.
0.0.2 (2019-08-24)¶
New features:
Model summary.
Model FLOPs.
Model ‘trainable’ parameter count.
Bug fixes:
Model parameter count.
0.0.1 (2019-07-19)¶
Initial package