Cannot reproduce results

[pratikm141]

Hi,

I ran the experiments for colored MNIST three times and got the following results:
python train.py with server_user colored_mnist skewed3 severity4
valid_accs_d aligned 0.5823 valid_accs_d skewed 0.7024
valid_accs_d aligned 0.6067 valid_accs_d skewed 0.6851
valid_accs_d aligned 0.6767 valid_accs_d skewed 0.6791

avg: 62.19 and 68.88

Same issue for CIFAR
python train.py with server_user corrupted_cifar10 type0 skewed3 severity4
valid_accs_d aligned 0.5980 valid_accs_d skewed 0.3731
valid_accs_d aligned 0.5760 valid_accs_d skewed 0.3493

avg: 58.7 36.12

Am I making any mistake or are you using any other set of hyperparameters?