ibm/autovp

[ICLR24] AutoVP: An Automated Visual Prompting Framework and Benchmark

autovp's Issues

How to tune the parameter of specific model?

For example, I just want to tune the padding size of resnet18 under the CIFAR10 dataset, so I use this command:

python3 demo.py \
    --dataset "CIFAR10" \
    --datapath "../data" \
    --pretrained "resnet18" \
    --mapping_method "frequency_based_mapping" \
    --param_tune 1 \
    --seed 42 \
    --out_map_num 10 \
    --img_scale 1.0 \
    --epoch 50

However, it showed a table like this:

It seems that demo.py tried all the configurations rather than under my setting.

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By the way, it also showed me this error message when the tuning of every configuration ended:

I'm not sure if I install the wrong version of ray because it does not appear in the requirements.txt.
I installed it by pip install ray[tune], and its version is 2.31.0