cs230-code-examples

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Error when run build_dataset.py on windows

1

In Windows OS, folder names in a path join together with back slash [ \ ] instead of slash [ / ] like this: > C:\Program Files\NVIDIA GPU Computing Toolkit...

Amin-Tgz

When running the code, I found that this particular layer (and only this one) fails when the batch size is set to 1. https://github.com/cs230-stanford/cs230-code-examples/blob/159df10a6187c7e1d6ec949c8e06d7f67f8f1cd2/pytorch/vision/model/net.py#L78

johntiger1

https://github.com/cs230-stanford/cs230-code-examples/blob/159df10a6187c7e1d6ec949c8e06d7f67f8f1cd2/pytorch/vision/train.py#L51

johntiger1

Before Pytorch 0.4.0., loss was a Variable wrapping a tensor of size (1,), but in 0.4.0 loss is now a scalar and has 0 dimensions. Indexing into a scalar doesn’t...

vganesh46

There is a little issue in `cs230-code-examples/tensorflow/nlp/evaluate.py`: You use the dev set for evaluation: ```python path_eval_sentences = os.path.join(args.data_dir, 'dev/sentences.txt') path_eval_labels = os.path.join(args.data_dir, 'dev/labels.txt') ``` But later you iterate over the...

kldtz

https://github.com/cs230-stanford/cs230-code-examples/blob/159df10a6187c7e1d6ec949c8e06d7f67f8f1cd2/tensorflow/nlp/model/model_fn.py#L68 The computation of accuracy and the metrics of accuracy below are lack of masking. In this way the accuracy could be wrong because of wrong predictions of padded tokens.

yinxusen

The NLP NER example only predicts correct Os

2

Hi, the NER example has an accuracy of 0.82 or 0.78 after running for 10 epochs on the toy 10 values dataset. I was using this code to startup a...

rohun-tripathi

Hello, I just added an example to the cs230 code for simple prediction of a set of images. For this, I added the following files according to the train/training and...

pehpa

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.15.0 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...

dependabot[bot]

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.15.0 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...

dependabot[bot]