diff options
Diffstat (limited to 'src/core/CL/cl_kernels/pooling_layer_quantized.cl')
| -rw-r--r-- | src/core/CL/cl_kernels/pooling_layer_quantized.cl | 37 |
1 files changed, 17 insertions, 20 deletions
diff --git a/src/core/CL/cl_kernels/pooling_layer_quantized.cl b/src/core/CL/cl_kernels/pooling_layer_quantized.cl index 04fef98cd0..d8cef2b4e6 100644 --- a/src/core/CL/cl_kernels/pooling_layer_quantized.cl +++ b/src/core/CL/cl_kernels/pooling_layer_quantized.cl @@ -197,29 +197,23 @@ __kernel void pooling_layer_MxN_quantized_nhwc( { // Note: If C is not multiple of VEC_SIZE, we shift back of VEC_SIZE_LEFTOVER elements to compute the leftover elements for get_global_id(0) == 0 // Note: If C is less than VEC_SIZE, VEC_SIZE should be SHRINKED to the closest smaller VEC_SIZE. This operation is performed on the host side - int offset_c = max((int)(get_global_id(0) * VEC_SIZE - (VEC_SIZE - VEC_SIZE_LEFTOVER) % VEC_SIZE), 0) * sizeof(DATA_TYPE); + int offset_c = max((int)(get_global_id(0) * VEC_SIZE - (VEC_SIZE - VEC_SIZE_LEFTOVER) % VEC_SIZE), 0) * sizeof(DATA_TYPE); int idx_out_w = get_global_id(1); #if DST_BATCH_SIZE != 1 // If batch size != 1, the batch size dimension is collapsed over the height dimension int idx_out_h = get_global_id(2) % DST_HEIGHT; int idx_out_n = get_global_id(2) / DST_HEIGHT; -#else //DST_BATCH_SIZE != 1 - int idx_out_h = get_global_id(2); - int idx_out_n = 0; +#else //DST_BATCH_SIZE != 1 + int idx_out_h = get_global_id(2); + int idx_out_n = 0; #endif // DST_BATCH_SIZE != 1 - int idx_in_w = idx_out_w * STRIDE_X - PAD_X; - int idx_in_h = idx_out_h * STRIDE_Y - PAD_Y; + int idx_in_w = idx_out_w * STRIDE_X - PAD_X; + int idx_in_h = idx_out_h * STRIDE_Y - PAD_Y; - __global unsigned char *in_base_ptr = input_ptr + input_offset_first_element_in_bytes + - offset_c + - idx_out_n * input_stride_w; + __global unsigned char *in_base_ptr = input_ptr + input_offset_first_element_in_bytes + offset_c + idx_out_n * input_stride_w; - __global unsigned char *out_base_ptr = output_ptr + output_offset_first_element_in_bytes + - offset_c + - idx_out_w * output_stride_y + - idx_out_h * output_stride_z + - idx_out_n * output_stride_w; + __global unsigned char *out_base_ptr = output_ptr + output_offset_first_element_in_bytes + offset_c + idx_out_w * output_stride_y + idx_out_h * output_stride_z + idx_out_n * output_stride_w; int pool_x_s = max((int)0, -idx_in_w); int pool_x_e = min((int)POOL_SIZE_X, (int)SRC_WIDTH - idx_in_w); @@ -230,7 +224,7 @@ __kernel void pooling_layer_MxN_quantized_nhwc( int filter_size = 0; #elif defined(POOL_AVG) && !defined(EXCLUDE_PADDING) // defined(POOL_AVG) && defined(EXCLUDE_PADDING) int filter_size = POOL_SIZE_X * POOL_SIZE_Y; -#endif // defined(POOL_AVG) && !defined(EXCLUDE_PADDING) +#endif // defined(POOL_AVG) && !defined(EXCLUDE_PADDING) VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE) res0 = INITIAL_VALUE; @@ -239,10 +233,12 @@ __kernel void pooling_layer_MxN_quantized_nhwc( { for(int x = pool_x_s; x < pool_x_e; ++x) { - VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE) data; - VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE) data0; + VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE) + data; + VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE) + data0; - data = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + (x + idx_in_w) * input_stride_y + (y + idx_in_h) * input_stride_z)); + data = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + (x + idx_in_w) * input_stride_y + (y + idx_in_h) * input_stride_z)); data0 = CONVERT(data, VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE)); res0 = POOL_OP(res0, data0); @@ -257,7 +253,8 @@ __kernel void pooling_layer_MxN_quantized_nhwc( res0 = (res0 + (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))(filter_size >> 1)) / filter_size; #endif // defined(POOL_AVG) - VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE) out_q0 = CONVERT(res0, VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)); + VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE) + out_q0 = CONVERT(res0, VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)); #if defined(OFFSET_IN1) && defined(OFFSET_OUT) && defined(SCALE_IN1) && defined(SCALE_OUT) REQUANTIZE(VEC_SIZE, out_q0, OFFSET_IN1, OFFSET_OUT, SCALE_IN1, SCALE_OUT, out_q0); #endif /* defined(OFFSET_IN1) && defined(OFFSET_OUT) && defined(SCALE_IN1) && defined(SCALE_OUT) */ @@ -265,5 +262,5 @@ __kernel void pooling_layer_MxN_quantized_nhwc( // Store result STORE_VECTOR_SELECT(out_q, DATA_TYPE, out_base_ptr, VEC_SIZE, VEC_SIZE_LEFTOVER, ((VEC_SIZE_LEFTOVER != 0) && get_global_id(0) == 0)); } -#endif // defined(VEC_SIZE) && defined(VEC_SIZE_LEFTOVER) && defined(SRC_WIDTH) && defined(SRC_HEIGHT) && defined(DST_CHANNELS) && defined(DST_HEIGHT) && defined(DST_BATCH_SIZE) && defined(SELECT_DATA_TYPE) && defined(ACC_DATA_TYPE) +#endif // defined(VEC_SIZE) && defined(VEC_SIZE_LEFTOVER) && defined(SRC_WIDTH) && defined(SRC_HEIGHT) && defined(DST_CHANNELS) && defined(DST_HEIGHT) && defined(DST_BATCH_SIZE) && defined(ACC_DATA_TYPE) #endif // defined(DATA_TYPE) && defined(INITIAL_VALUE)
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