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Complete deep learning project developed in Full Stack Deep Learning, Spring 2021

Results 14 fsdl-text-recognizer-2021-labs issues
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I can't find any pointer to Lab 10 regarding model monitoring. Is it publicly available? Thanks in advance!

**System specs** XPS 13 Intel(R) Core(TM) i7-8565U CPU @ 1.80GHz 1.99 GHz NVIDIA Geforce Rtx 2080 Super **Problem** Running the following: `python training/run_experiment.py --max_epochs=10 --gpus=1 --num_workers=4 --data_class=EMNISTLines --min_overlap=0 --max_overlap=0 --model_class=LineCNNSimple...

I've been following along with the course, and on lab 9 section "Serving predictions from a web server" when I go to call `python api_server/app.py` I get the following error:...

When running Lab 7 ``` PYTHONPATH=. python training/run_experiment.py --wandb --gpus=-1 --data_class=IAMOriginalAndSyntheticParagraphs --model_class=ResnetTransformer --loss=transformer --batch_size=16 --check_val_every_n_epoch=10 --terminate_on_nan=1 --num_workers=32 --accelerator=ddp --lr=0.001 --accumulate_grad_batches=4 --max_epoch 1 ``` I get the following error: ``` File...

**When I run make pip-tools, it seems that it doesn't work with pip sync giving an error like the below** > pip-sync requirements/prod.txt requirements/dev.txt Found existing installation: wincertstore 0.2 ERROR:...

In this lab3, we will experiment with loss through Cross-Entropy and CTC. In the case of CE, there is no error in executing the implemented code but in the case...

I tried running ` pytest -s text_recognizer/evaluation/evaluate_paragraph_text_recognizer.py` and I got the following error ``` > output_tokens[:, Sy : Sy + 1] = output[-1:] # Set the last output token E...

When running Lab 3 commands from the readme that use ctc loss, this error it thrown ```fsdl-text-recognizer-2021-labs/lab3/text_recognizer/lit_models/base.py", line 24, in update preds = torch.nn.functional.softmax(preds, dim=-1) File "/home/xxx/anaconda3/envs/fsdl/lib/python3.6/site-packages/torch/nn/functional.py", line 1512, in...

Fix for lab3 only, ajusted everywhere for consistency.

Fix for lab3 only but adjusted everywhere for consistency