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Check out the documentation for more information.

run ./run.sh

  1 # Full training (default from config.yaml)
  2 ./run.sh
  3 
  4 # Fast test cycle (90% faster)
  5 ./run.sh --epochs 1 --batch_size 64 --num_samples 1000
  6 
  7 # Custom configurations
  8 ./run.sh --epochs 3 --batch_size 32
  9 ./run.sh --num_samples 5000
 10 ./run.sh --epochs 1  # Just test with 1 epoch

Speed Comparison


β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ Command                                              β”‚ Time Estimate    β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ ./run.sh                                             β”‚ ~10 hours (full) β”‚
β”‚ ./run.sh --epochs 1 --batch_size 64 --num_samples 1000 β”‚ ~5-10 minutes ⚑ β”‚
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