fsdl-text-recognizer-2022

fsdl-text-recognizer-2022 copied to clipboard

Make devcontainer compatible with Codespaces and local VS code

1

In order to get CUDA when launching inside VSCode, the `devcontainer.json` needs to include `gpu` arguments for `docker run`: ```json { "runArgs": [ "--gpus", "all" ] } ``` This isn't...

charlesfrye

see the [full-stack-deep-learning/website repo's Makefile](https://github.com/full-stack-deep-learning/website/blob/main/Makefile)

charlesfrye

add AWS CLI actions to Makefile

2

There's a really nice Makefile here to build off of: https://github.com/caseyfitz/cookiecutter-disco-pie/blob/4a7f44cae4c40fde154321d5a4ede5034a13666f/%7B%7Bcookiecutter.repo_name%7D%7D/Makefile

charlesfrye

Multistage builds help separate heavier development dependencies from lighter production dependencies without compromising on all the things that make containers nice. The classic example is separating compilation from deployment. If...

charlesfrye

Log input/output tensor stats

1

As noted in discussion [here](https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022/pull/30#pullrequestreview-1052863477), there can be a difference between the visualization the content of a Tensor as human-interpretable media and the actual contents of that Tensor. So it's...

charlesfrye

Corresponding run - https://wandb.ai/fullstackdeeplearning/fsdl-text-recognizer-2022-training/runs/89fvpv8p

srbhchandra

Corresponding run - https://wandb.ai/fullstackdeeplearning/fsdl-text-recognizer-2022-training/runs/1t65vww1 Signed-off-by: srbhchandra

srbhchandra

either hack it into the `FlaggingCallback` or add a quick batch-style script we can use when logging the test/val sets

charlesfrye

pull from here, in particular `environment`: 

charlesfrye

catch errors in shell commands

3

# Problem we use the IPython `!` magic to execute terminal commands from notebooks, but that causes shell scripts to fail silently -- at most, their errors are printed as...

charlesfrye