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adding new tiny-yolo

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This commit is contained in:
Joseph Redmon
2016-09-07 22:27:56 -07:00
parent b8eb8b0a40
commit 6b38dcdce0
17 changed files with 132 additions and 64 deletions
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19
src/connected_layer.c
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@ -187,7 +187,7 @@ void denormalize_connected_layer(layer l)
{
int i, j;
for(i = 0; i < l.outputs; ++i){
float scale = l.scales[i]/sqrt(l.rolling_variance[i] + .00001);
float scale = l.scales[i]/sqrt(l.rolling_variance[i] + .000001);
for(j = 0; j < l.inputs; ++j){
l.weights[i*l.inputs + j] *= scale;
}
@ -198,6 +198,23 @@ void denormalize_connected_layer(layer l)
}
}
void statistics_connected_layer(layer l)
{
if(l.batch_normalize){
printf("Scales ");
print_statistics(l.scales, l.outputs);
printf("Rolling Mean ");
print_statistics(l.rolling_mean, l.outputs);
printf("Rolling Variance ");
print_statistics(l.rolling_variance, l.outputs);
}
printf("Biases ");
print_statistics(l.biases, l.outputs);
printf("Weights ");
print_statistics(l.weights, l.outputs);
}
#ifdef GPU
void pull_connected_layer(connected_layer l)