GenBaB / eran /tanh_9_100 /config.yaml
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general:
loss_reduction_func: min
model:
onnx_path: ${CONFIG_PATH}/ffnnTANH__Point_9x100.onnx
input_shape: [-1, 1, 28, 28]
data:
dataset: MNIST
end: 100
specification:
epsilon: 0.006
solver:
batch_size: 2048
early_stop_patience: 100
alpha-crown:
iteration: 100
beta-crown:
lr_alpha: 0.1
lr_beta: 0.1
iteration: 25
bab:
timeout: 300
branching:
nonlinear_split:
loose_tanh_threshold: 2