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path: root/run_depth_ladder.sh
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#!/bin/bash
set -e
cd /home/yurenh2/fa
echo "[$(date)] START primary d=256 L=4 ladder"
CUDA_VISIBLE_DEVICES=2 python3 experiments/depth_utility_ladder.py \
  --d_hidden 256 --num_blocks 4 --dataset cifar10 \
  --methods bp fa dfa --k_values 0 1 2 3 4 --seeds 42 123 456 \
  --epochs 100 --gpu 0 --output_dir results/depth_ladder
echo "[$(date)] START secondary d=512 L=2 FA-failure ladder"
CUDA_VISIBLE_DEVICES=2 python3 experiments/depth_utility_ladder.py \
  --d_hidden 512 --num_blocks 2 --dataset cifar10 \
  --methods bp fa dfa --k_values 0 1 2 --seeds 42 123 456 \
  --epochs 100 --gpu 0 --output_dir results/depth_ladder
echo "[$(date)] ALL DONE"