Problem with "max_mem_size" on Colab

[fcrdossantos]

I'm using the following code:

clf = SVR(kernel= 'linear',        
          max_mem_size=6000
           ) 

clf.fit(X_train,y_train)

Using Google Colab with GPU

It's always reaching the limit (12GB RAM)

There's any fix or work-around?

I'm using the last master branch (builded on Colab)