code: def revnet_cifar_base():
    
    hparams = revnet_base()
    hparams.num_channels_init_block = 32
    hparams.first_batch_norm = [False, True, True]
    hparams.init_stride = 1
    hparams.init_kernel_size = 3
    hparams.init_maxpool = False
    hparams.strides = [1, 2, 2]
    hparams.batch_size = 128
    hparams.weight_decay = 1e-4
  
    hparams.learning_rate = 0.1
    hparams.learning_rate_cosine_cycle_steps = 5000
    return hparams
docs: Tiny hparams suitable for CIFAR/etc.