}
// Mask statistics from optimization by setting local learning rates
// for mean, variance, and the bias correction to zero.
- CHECK_EQ(this->layer_param_.param_size(), 0)
- << "Cannot configure batch normalization statistics as layer parameters.";
for (int i = 0; i < this->blobs_.size(); ++i) {
- ParamSpec* fixed_param_spec = this->layer_param_.add_param();
- fixed_param_spec->set_lr_mult(0.);
+ if (this->layer_param_.param_size() == i) {
+ ParamSpec* fixed_param_spec = this->layer_param_.add_param();
+ fixed_param_spec->set_lr_mult(0.f);
+ } else {
+ CHECK_EQ(this->layer_param_.param(i).lr_mult(), 0.f)
+ << "Cannot configure batch normalization statistics as layer "
+ << "parameters.";
+ }
}
}