diff options
Diffstat (limited to 'src/core/CL/cl_kernels/instance_normalization.cl')
| -rw-r--r-- | src/core/CL/cl_kernels/instance_normalization.cl | 14 |
1 files changed, 7 insertions, 7 deletions
diff --git a/src/core/CL/cl_kernels/instance_normalization.cl b/src/core/CL/cl_kernels/instance_normalization.cl index 699597e8a8..18afcc53a7 100644 --- a/src/core/CL/cl_kernels/instance_normalization.cl +++ b/src/core/CL/cl_kernels/instance_normalization.cl @@ -58,8 +58,8 @@ __kernel void instance_normalization( #endif /* IN_PLACE */ ) { - DATA_TYPE sum = 0.f; - DATA_TYPE sum_sq = 0.f; + float sum = 0.f; + float sum_sq = 0.f; #if defined(NHWC) @@ -73,7 +73,7 @@ __kernel void instance_normalization( { for(int i_h = 0; i_h < DIM_Z; ++i_h) { - DATA_TYPE data = *((__global DATA_TYPE *)input_ptr + pc + i_w * DIM_X + i_h * elements_x_y + pn * elements_x_y_z); + float data = (float)*((__global DATA_TYPE *)input_ptr + pc + i_w * DIM_X + i_h * elements_x_y + pn * elements_x_y_z); sum += data; sum_sq += data * data; } @@ -120,14 +120,14 @@ __kernel void instance_normalization( part_sum_sq.s0 += data * data; } - sum = part_sum.s0; - sum_sq = part_sum_sq.s0; + sum = (float)part_sum.s0; + sum_sq = (float)part_sum_sq.s0; #endif // defined(NHWC) - const DATA_TYPE mean_float = ((float)sum / elements_plane); + const float mean_float = (sum / elements_plane); const DATA_TYPE mean = (DATA_TYPE)mean_float; - const float var_float = ((float)sum_sq / elements_plane) - (mean_float * mean_float); + const float var_float = (sum_sq / elements_plane) - (mean_float * mean_float); const float multip_float = GAMMA / sqrt(var_float + EPSILON); const DATA_TYPE multip = (DATA_TYPE)multip_float; |