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Faster batch normalization

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This commit is contained in:
Joseph Redmon
2015-12-07 17:18:04 -08:00
parent b4d81aa7bd
commit c2738835f0
7 changed files with 149 additions and 100 deletions
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10
src/blas.h
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@ -36,14 +36,12 @@ void mean_gpu(float *x, int batch, int filters, int spatial, float *mean);
void variance_gpu(float *x, float *mean, int batch, int filters, int spatial, float *variance);
void normalize_gpu(float *x, float *mean, float *variance, int batch, int filters, int spatial);
void mean_delta_gpu(float *delta, float *variance, int batch, int filters, int spatial, float *mean_delta);
void variance_delta_gpu(float *x, float *delta, float *mean, float *variance, int batch, int filters, int spatial, float *variance_delta);
void normalize_delta_gpu(float *x, float *mean, float *variance, float *mean_delta, float *variance_delta, int batch, int filters, int spatial, float *delta);
void fast_mean_delta_gpu(float *delta, float *variance, int batch, int filters, int spatial, float *spatial_mean_delta, float *mean_delta);
void fast_variance_delta_gpu(float *x, float *delta, float *mean, float *variance, int batch, int filters, int spatial, float *spatial_variance_delta, float *variance_delta);
void fast_mean_delta_gpu(float *delta, float *variance, int batch, int filters, int spatial, float *mean_delta);
void fast_variance_delta_gpu(float *x, float *delta, float *mean, float *variance, int batch, int filters, int spatial, float *variance_delta);
void fast_variance_gpu(float *x, float *mean, int batch, int filters, int spatial, float *spatial_variance, float *variance);
void fast_mean_gpu(float *x, int batch, int filters, int spatial, float *spatial_mean, float *mean);
void fast_variance_gpu(float *x, float *mean, int batch, int filters, int spatial, float *variance);
void fast_mean_gpu(float *x, int batch, int filters, int spatial, float *mean);
#endif
#endif