batch-processing

Using nlp.pipe() with pre-segmented and pre-tokenized text with spaCy

Using nlp.pipe() with pre-segmented and pre-tokenized text with spaCy Question: I am trying to tag and parse text that has already been split up in sentences and has already been tokenized. As an example: sents = [[‘I’, ‘like’, ‘cookies’, ‘.’], [‘Do’, ‘you’, ‘?’]] The fastest approach to process batches of text is .pipe(). However, it …

Total answers: 4

AWS Batch analog in GCP?

AWS Batch analog in GCP? Question: I was using AWS and am new to GCP. One feature I used heavily was AWS Batch, which automatically creates a VM when the job is submitted and deletes the VM when the job is done. Is there a GCP counterpart? Based on my research, the closest is GCP …

Total answers: 6

Python: Moving files to folder based on filenames

Python: Moving files to folder based on filenames Question: I have a folder with 10 images that I wish to move into a new folder based on it’s current filenames. I’ve successfully been able to move every images in the folder into a new folder, and as of now I’ve been successful at moving each …

Total answers: 1

Training broke with ResourceExausted error

Training broke with ResourceExausted error Question: I am new to tensorflow and Machine Learning. Recently I am working on a model. My model is like below, Character level Embedding Vector -> Embedding lookup -> LSTM1 Word level Embedding Vector->Embedding lookup -> LSTM2 [LSTM1+LSTM2] -> single layer MLP-> softmax layer [LSTM1+LSTM2] -> Single layer MLP-> WGAN …

Total answers: 3

How to execute a for loop in batches?

How to execute a for loop in batches? Question: for x in records: data = {} for y in sObjectName.describe()[‘fields’] data[y[‘name’]] = x[y[‘name’]] ls.append(adapter.insert_posts(collection, data)) I want to execute the code ls.append(adapter.insert_post(collection, x)) in the batch size of 500, where x should contain 500 data dicts. I could create a list a of 500 data …

Total answers: 5