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adeshpande3 avatar adeshpande3 commented on September 13, 2024

What are the errors that you're getting?

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baalajimaestro avatar baalajimaestro commented on September 13, 2024

I am getting errors on randint function in def getTrainingBatch(localXTrain, localYTrain, localBatchSize, maxLen): num = randint(0,numTrainingExamples - localBatchSize - 1) arr = localXTrain[num:num + localBatchSize]
Coz the randint must have second parameter higher than first it threw me an exception

And on modifying it to def getTrainingBatch(localXTrain, localYTrain, localBatchSize, maxLen): num = randint(0,abs(numTrainingExamples - localBatchSize - 1)) arr = localXTrain[num:num + localBatchSize]
Doesn't help it either

It instead sends back empty lists

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adeshpande3 avatar adeshpande3 commented on September 13, 2024

If the 2nd parameter is lower than the first, then that means that "numTrainingExamples - localBatchSize - 1" returns you a negative value.

Check what your values for numTrainingExamples and localBatchSize are. Batch size should always be less than the number of training examples.

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baalajimaestro avatar baalajimaestro commented on September 13, 2024

localBatchSize=24 numTrainingExamples=0

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adeshpande3 avatar adeshpande3 commented on September 13, 2024

So the number of training examples shouldn't be 0. It should be a positive number. Check where that value is getting initialized (most likely in createTrainingMatrices) and why it's 0.

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