Can dropout layers not influence LSTM training at all

I am working on a project that requires time-series prediction (regression) and I use LSTM network with first 1D conv layer in Keras/TF-gpu as follows: model = Sequential() model.add(Conv1D(filters=60, activation=’relu’, input_shape=(x_train.shape[1], len(features_used)), kernel_size=5, padding=’causal’, strides=1)) model.add(CuDNNLSTM(units=128, return_sequences=True)) model.add(CuDNNLSTM(units=128)) model.add(Dense(units=1)) As an effect my model is clearly overfitting: So I decided to add dropout layers, first…

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How to show how many times bash has been invoked?

A lot of times I will used wrapper scripts for projects to maintain environment variables during development; shell.sh: #!/bin/bash export PATH=$PWD/bin:$PATH export USERNAME=foo export PASSWORD=bar export DB_SERVER=http://localhost:6001 bash This sets the environment for the project then starts an interactive bash session. This example is a shell script but actually I do this most often from…

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How to fix error Read-only file system after using qouta

I am making linux exercises, but something went wrong. In /etc/fstab I add some to this line: UUID=20c2ec5-dasdas-dasdas-dsd-sad / ext4 errors=remount-ro,usr-quota,grp-quota 0 1 (added: usr-quota,grp-quota) and create files: touch /quota.user chmod 0600 /quota.user touch /quota.group chmod 0600 /quota.group and run sudo reboot. After reboot I got Read-only file system error. How to fix that? GUI…

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