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@vladalive
vladalive / gdrive_download.md
Created May 16, 2019 14:38
Download Google Drive files from linux terminal via wget

Setup:

  1. Add this code to your ~/.bash_aliases file.
function gdrive_download () {
  CONFIRM=$(wget --quiet --save-cookies /tmp/cookies.txt --keep-session-cookies --no-check-certificate "https://docs.google.com/uc?export=download&id=$1" -O- | sed -rn 's/.*confirm=([0-9A-Za-z_]+).*/\1\n/p')
  wget --load-cookies /tmp/cookies.txt "https://docs.google.com/uc?export=download&confirm=$CONFIRM&id=$1" -O $2
  rm -rf /tmp/cookies.txt
}
@thomwolf
thomwolf / gradient_accumulation.py
Last active January 16, 2024 02:38
PyTorch gradient accumulation training loop
model.zero_grad() # Reset gradients tensors
for i, (inputs, labels) in enumerate(training_set):
predictions = model(inputs) # Forward pass
loss = loss_function(predictions, labels) # Compute loss function
loss = loss / accumulation_steps # Normalize our loss (if averaged)
loss.backward() # Backward pass
if (i+1) % accumulation_steps == 0: # Wait for several backward steps
optimizer.step() # Now we can do an optimizer step
model.zero_grad() # Reset gradients tensors
if (i+1) % evaluation_steps == 0: # Evaluate the model when we...
@astamicu
astamicu / Remove videos from Youtube Watch Later playlist.md
Last active June 14, 2024 14:10
Script to remove all videos from Youtube Watch Later playlist

UPDATED 22.11.2022

It's been two years since the last update, so here's the updated working script as per the comments below.

Thanks to BryanHaley for this.

setInterval(function () {
    video = document.getElementsByTagName('ytd-playlist-video-renderer')[0];

 video.querySelector('#primary button[aria-label="Action menu"]').click();
@Ashton-W
Ashton-W / Issue.md
Last active June 14, 2024 15:27
GitHub Markdown toggle code block
Click to toggle contents of `code`
CODE!