The weight
tensor should contain a weight value for each sample, while yours seem to contain the class weights.
Have a look at this example.
With replacement=True
, each sample can be picked in each draw again. The number of drawn samples is defined by the num_samples
argument.
On the other hand, replacement=False
will still use the sample weights to draw the samples, however already picked samples will be removed from the set.