COMPMID-3712 Remove OpenCL padding: CLDepthwiseConvolutionLayer3x3NHWCKernel FP16/32
Removed unused N from partial block loading macro
Created utility to assert change in padding
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com>
Change-Id: Ifdd30c66dbf5f2842c6b2d939000613d5011708e
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4192
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
diff --git a/src/core/CL/cl_kernels/depthwise_convolution.cl b/src/core/CL/cl_kernels/depthwise_convolution.cl
index 1c032b1..da22faa 100644
--- a/src/core/CL/cl_kernels/depthwise_convolution.cl
+++ b/src/core/CL/cl_kernels/depthwise_convolution.cl
@@ -1474,6 +1474,19 @@
#define VEC_FLOAT VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)
+#define FILL_ZERO_OUT_OF_BOUND_3(data_type, vec_size, basename, cond) \
+ ({ \
+ basename##0 = select(basename##0, (VEC_DATA_TYPE(data_type, vec_size))0, (SELECT_DATA_TYPE(data_type, vec_size))((cond).s0)); \
+ basename##1 = select(basename##1, (VEC_DATA_TYPE(data_type, vec_size))0, (SELECT_DATA_TYPE(data_type, vec_size))((cond).s1)); \
+ basename##2 = select(basename##2, (VEC_DATA_TYPE(data_type, vec_size))0, (SELECT_DATA_TYPE(data_type, vec_size))((cond).s2)); \
+ })
+
+#define FILL_ZERO_OUT_OF_BOUND_4(data_type, vec_size, basename, cond) \
+ ({ \
+ FILL_ZERO_OUT_OF_BOUND_3(data_type, vec_size, basename, cond); \
+ basename##3 = select(basename##3, (VEC_DATA_TYPE(data_type, vec_size))0, (SELECT_DATA_TYPE(data_type, vec_size))((cond).s3)); \
+ })
+
#if defined(CONV_STRIDE_X) && defined(CONV_STRIDE_Y)
/** This function computes the depthwise convolution for NHWC data layout when the stride along the width or height is not 1.
@@ -1485,9 +1498,13 @@
* @note The convolution pad top must be passed at compile time using -DCONV_PAD_LEFT (e.g. -DCONV_PAD_LEFT=1)
* @note The convolution stride along the width must be passed at compile time using -DCONV_STRIDE_X (e.g. -DCONV_STRIDE_Y=X)
* @note The convolution stride along the height must be passed at compile time using -DCONV_STRIDE_Y (e.g. -DCONV_STRIDE_Y=1)
+ * @note The dilation_x and dilation_y must be passed at compile time using -DDILATION_X and -DDILATION_Y: e.g. -DDILATION_X=1, -DDILATION_Y=1
* @note It is possible to select the activation function to apply using -DACTIVATION_TYPE e.g. -DACTIVATION_TYPE=relu
* @note A, B variables required by some activation functions are set using -DA_VAL= and -DB_VAL= respectively
* @note Vector size should be given as a preprocessor argument using -DVEC_SIZE=size
+ * @note The size of the partial store block in x must be passed at compile time using -DPARTIAL_STORE_N0 (e.g. -DPARTIAL_STORE_N0=1)
+ * @note In case of biases, -DHAS_BIAS must to be passed at compile
+ * @note If the output tensor has more than three dimensions, its third dimension must be passed at compile time using -DDST_DEPTH (e.g. -DDST_DEPTH=32)
*
* @param[in] src_ptr Pointer to the source tensor. Supported data types: F16/F32
* @param[in] src_stride_x Stride of the source tensor in X dimension (in bytes)
@@ -1526,14 +1543,15 @@
__kernel void depthwise_convolution_3x3_nhwc(
TENSOR4D_DECLARATION(src),
TENSOR4D_DECLARATION(dst),
- TENSOR3D_DECLARATION(weights),
+ TENSOR3D_DECLARATION(weights)
#if defined(HAS_BIAS)
- VECTOR_DECLARATION(biases),
+ ,
+ VECTOR_DECLARATION(biases)
#endif /* defined(HAS_BIAS) */
- int max_offset)
+)
{
- int x = get_global_id(0); // channels
- int y = get_global_id(1); // spatial coordinate x
+ int x_offset = max((int)(get_global_id(0) * VEC_SIZE - (VEC_SIZE - PARTIAL_STORE_N0) % VEC_SIZE), 0) * sizeof(DATA_TYPE);
+ int y = get_global_id(1); // spatial coordinate x
#if defined(DST_DEPTH)
int z = get_global_id(2) % (int)DST_DEPTH; // spatial coordinate y
int b = get_global_id(2) / (int)DST_DEPTH; // batch
@@ -1541,90 +1559,89 @@
int z = get_global_id(2); // spatial coordinate y
#endif // defined(DST_DEPTH)
- Vector weights = CONVERT_TO_VECTOR_STRUCT(weights);
+ __global uchar *weights_addr = weights_ptr + weights_offset_first_element_in_bytes + x_offset;
#if defined(DST_DEPTH)
- __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x * sizeof(DATA_TYPE) * VEC_SIZE + b * src_stride_w;
+ __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x_offset + b * src_stride_w;
#else /* defined(DST_DEPTH) */
- __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x * sizeof(DATA_TYPE) * VEC_SIZE;
+ __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x_offset;
#endif /* defined(DST_DEPTH) */
- int z_coord = 0;
- int4 offset = 0;
- int4 y_offset = ((int4)(y * CONV_STRIDE_X) + (int4)(0, DILATION_X * 1, DILATION_X * 2, DILATION_X * 3) - CONV_PAD_LEFT) * (int4)src_stride_y;
+ int3 src_coord_y = (int3)(y * CONV_STRIDE_X - CONV_PAD_LEFT) + (int3)(0, DILATION_X, 2 * DILATION_X);
+ int3 src_coord_z = (int3)(z * CONV_STRIDE_Y - CONV_PAD_TOP) + (int3)(0, DILATION_Y, 2 * DILATION_Y);
- // We compute 2x1x1 [C,W,H] elements
- VEC_FLOAT acc = 0;
+ int3 src_offset_y = clamp(src_coord_y, (int3)0, (int3)(SRC_DIM_1 - 1));
+ int3 src_offset_z = clamp(src_coord_z, (int3)0, (int3)(SRC_DIM_2 - 1));
+
+ // Use these vectors to check whether the unclamped load would have been out of bounds
+ src_coord_y = (src_offset_y != src_coord_y);
+ src_coord_z = (src_offset_z != src_coord_z);
+
+ src_offset_y *= (int3)src_stride_y;
+ src_offset_z *= (int3)src_stride_z;
+
+ // We compute VEC_SIZEx1x1 [C,W,H] elements
+ VEC_FLOAT acc0 = 0;
// Load weights
- VEC_FLOAT w0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 0 * weights_stride_y + 0 * weights_stride_z));
- VEC_FLOAT w1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 1 * weights_stride_y + 0 * weights_stride_z));
- VEC_FLOAT w2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 2 * weights_stride_y + 0 * weights_stride_z));
- VEC_FLOAT w3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 0 * weights_stride_y + 1 * weights_stride_z));
- VEC_FLOAT w4 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 1 * weights_stride_y + 1 * weights_stride_z));
- VEC_FLOAT w5 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 2 * weights_stride_y + 1 * weights_stride_z));
- VEC_FLOAT w6 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 0 * weights_stride_y + 2 * weights_stride_z));
- VEC_FLOAT w7 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 1 * weights_stride_y + 2 * weights_stride_z));
- VEC_FLOAT w8 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 2 * weights_stride_y + 2 * weights_stride_z));
+ VEC_FLOAT w0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 0 * weights_stride_y + 0 * weights_stride_z));
+ VEC_FLOAT w1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 1 * weights_stride_y + 0 * weights_stride_z));
+ VEC_FLOAT w2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 2 * weights_stride_y + 0 * weights_stride_z));
+ VEC_FLOAT w3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 0 * weights_stride_y + 1 * weights_stride_z));
+ VEC_FLOAT w4 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 1 * weights_stride_y + 1 * weights_stride_z));
+ VEC_FLOAT w5 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 2 * weights_stride_y + 1 * weights_stride_z));
+ VEC_FLOAT w6 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 0 * weights_stride_y + 2 * weights_stride_z));
+ VEC_FLOAT w7 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 1 * weights_stride_y + 2 * weights_stride_z));
+ VEC_FLOAT w8 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 2 * weights_stride_y + 2 * weights_stride_z));
// Load input values
// z == 0
- // Clamp z_coord as for z = 0, it can be negative
- // z_coord is casted to unsigned int in order to use just a min() operation
- // A "-1" 32 bit signed variable converted to unsigned gives 4294967295
- z_coord = z * CONV_STRIDE_Y - (int)CONV_PAD_TOP;
- z_coord = min((uint)z_coord, (uint)SRC_DIM_2);
- offset = y_offset + (int4)(z_coord * src_stride_z);
- offset = min(offset, (int4)max_offset);
+ VEC_FLOAT values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s0 + src_offset_y.s0));
+ VEC_FLOAT values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s0 + src_offset_y.s1));
+ VEC_FLOAT values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s0 + src_offset_y.s2));
- VEC_FLOAT values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s0));
- VEC_FLOAT values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s1));
- VEC_FLOAT values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s2));
+ FILL_ZERO_OUT_OF_BOUND_3(DATA_TYPE, VEC_SIZE, values, src_coord_y | (int3)src_coord_z.s0);
+
+ acc0 = fma(values0, w0, acc0);
+ acc0 = fma(values1, w1, acc0);
+ acc0 = fma(values2, w2, acc0);
// z == 1
- // z_coord can be only negative for z = 0 so we do not need to clamp it
- // Moreover z_coord cannot be out-of-bound for z = 1 so we do not need to clamp the offset
- z_coord = z * CONV_STRIDE_Y - (int)CONV_PAD_TOP + DILATION_Y;
- offset = y_offset + (int4)(z_coord * src_stride_z);
- VEC_FLOAT values3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s0));
- VEC_FLOAT values4 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s1));
- VEC_FLOAT values5 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s2));
+ values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s1 + src_offset_y.s0));
+ values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s1 + src_offset_y.s1));
+ values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s1 + src_offset_y.s2));
+
+ FILL_ZERO_OUT_OF_BOUND_3(DATA_TYPE, VEC_SIZE, values, src_coord_y | (int3)src_coord_z.s1);
+
+ acc0 = fma(values0, w3, acc0);
+ acc0 = fma(values1, w4, acc0);
+ acc0 = fma(values2, w5, acc0);
// z == 2
- // Offset can be out-of-bound so we need to check if it is greater than max_offset
- z_coord = z * CONV_STRIDE_Y - (int)CONV_PAD_TOP + DILATION_Y * 2;
- offset = y_offset + (int4)(z_coord * src_stride_z);
- offset = min(offset, (int4)max_offset);
- VEC_FLOAT values6 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s0));
- VEC_FLOAT values7 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s1));
- VEC_FLOAT values8 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s2));
+ values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s2 + src_offset_y.s0));
+ values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s2 + src_offset_y.s1));
+ values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s2 + src_offset_y.s2));
- acc = fma(values0, w0, acc);
- acc = fma(values1, w1, acc);
- acc = fma(values2, w2, acc);
+ FILL_ZERO_OUT_OF_BOUND_3(DATA_TYPE, VEC_SIZE, values, src_coord_y | (int3)src_coord_z.s2);
- acc = fma(values3, w3, acc);
- acc = fma(values4, w4, acc);
- acc = fma(values5, w5, acc);
-
- acc = fma(values6, w6, acc);
- acc = fma(values7, w7, acc);
- acc = fma(values8, w8, acc);
+ acc0 = fma(values0, w6, acc0);
+ acc0 = fma(values1, w7, acc0);
+ acc0 = fma(values2, w8, acc0);
#if defined(HAS_BIAS)
- Vector biases = CONVERT_TO_VECTOR_STRUCT(biases);
- VEC_FLOAT bias_values = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)biases.ptr);
- acc += bias_values;
+ __global uchar *biases_addr = biases_ptr + biases_offset_first_element_in_bytes + x_offset;
+ VEC_FLOAT bias_values = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)biases_addr);
+ acc0 += bias_values;
#endif // defined(HAS_BIAS)
#if defined(DST_DEPTH)
- __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x * dst_step_x + y * dst_step_y + z * dst_step_z + b * dst_stride_w;
+ __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x_offset + y * dst_step_y + z * dst_step_z + b * dst_stride_w;
#else /* defined(DST_DEPTH) */
- __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x * dst_step_x + y * dst_step_y + z * dst_step_z;
+ __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x_offset + y * dst_step_y + z * dst_step_z;
#endif /* defined(DST_DEPTH) */
- VSTORE(VEC_SIZE)
- (ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc, A_VAL, B_VAL), 0, (__global DATA_TYPE *)(dst_addr));
+ acc0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc0, A_VAL, B_VAL);
+ STORE_VECTOR_SELECT(acc, DATA_TYPE, dst_addr, VEC_SIZE, PARTIAL_STORE_N0, PARTIAL_STORE_N0 != 0 && get_global_id(0) == 0)
}
#endif // defined(CONV_STRIDE_X) && defined(CONV_STRIDE_Y)
@@ -1641,6 +1658,12 @@
* @note It is possible to select the activation function to apply using -DACTIVATION_TYPE e.g. -DACTIVATION_TYPE=relu
* @note A, B variables required by some activation functions are set using -DA_VAL= and -DB_VAL= respectively
* @note Vector size should be given as a preprocessor argument using -DVEC_SIZE=size
+ * @note The size of the partial store block in y must be passed at compile time using -DPARTIAL_STORE_M0 (e.g. -DPARTIAL_STORE_M0=1)
+ * @note The size of the partial store block in x must be passed at compile time using -DPARTIAL_STORE_N0 (e.g. -DPARTIAL_STORE_N0=1)
+ * @note The size of the output's second dimension must be passed at compile time using -DDST_DIM_1 (e.g. -DDST_DIM_1=64)
+ * @note The size of the output's third dimension must be passed at compile time using -DDST_DIM_2 (e.g. -DDST_DIM_2=32)
+ * @note In case of biases, -DHAS_BIAS must to be passed at compile
+ * @note If the output tensor has more than three dimensions, its third dimension must be passed at compile time using -DDST_DEPTH (e.g. -DDST_DEPTH=32)
*
* @param[in] src_ptr Pointer to the source tensor. Supported data types: F16/F32
* @param[in] src_stride_x Stride of the source tensor in X dimension (in bytes)
@@ -1679,14 +1702,15 @@
__kernel void depthwise_convolution_3x3_nhwc_stride1(
TENSOR4D_DECLARATION(src),
TENSOR4D_DECLARATION(dst),
- TENSOR3D_DECLARATION(weights),
+ TENSOR3D_DECLARATION(weights)
#if defined(HAS_BIAS)
- VECTOR_DECLARATION(biases),
+ ,
+ VECTOR_DECLARATION(biases)
#endif /* defined(HAS_BIAS) */
- int max_offset)
+)
{
- int x = get_global_id(0); // channels
- int y = get_global_id(1); // spatial coordinate x
+ int x_offset = max((int)(get_global_id(0) * VEC_SIZE - (VEC_SIZE - PARTIAL_STORE_N0) % VEC_SIZE), 0) * sizeof(DATA_TYPE);
+ int y = get_global_id(1); // spatial coordinate x
#if defined(DST_DEPTH)
int z = get_global_id(2) % (int)DST_DEPTH; // spatial coordinate y
int b = get_global_id(2) / (int)DST_DEPTH; // batch
@@ -1694,79 +1718,52 @@
int z = get_global_id(2); // spatial coordinate y
#endif // defined(DST_DEPTH)
- Vector weights = CONVERT_TO_VECTOR_STRUCT(weights);
+ __global uchar *weights_addr = weights_ptr + weights_offset_first_element_in_bytes + x_offset;
#if defined(DST_DEPTH)
- __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x * sizeof(DATA_TYPE) * VEC_SIZE + b * src_stride_w;
+ __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x_offset + b * src_stride_w;
#else /* defined(DST_DEPTH) */
- __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x * sizeof(DATA_TYPE) * VEC_SIZE;
+ __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + x_offset;
#endif /* defined(DST_DEPTH) */
- int z_coord = 0;
- int4 offset = 0;
- int4 y_offset = ((int4)(y * NUM_ROWS_PROCESSED) + (int4)(0, 1, 2, 3) - (int)CONV_PAD_LEFT) * (int4)src_stride_y;
+ int4 src_coord_y = (int4)(y * NUM_ROWS_PROCESSED - CONV_PAD_LEFT) + V_OFFS4(int4);
+ int4 src_coord_z = (int4)(z * NUM_PLANES_PROCESSED - CONV_PAD_TOP) + V_OFFS4(int4);
- // We compute 2x2x2 [C,W,H] elements
+ int4 src_offset_y = clamp(src_coord_y, (int4)0, (int4)(SRC_DIM_1 - 1));
+ int4 src_offset_z = clamp(src_coord_z, (int4)0, (int4)(SRC_DIM_2 - 1));
+
+ // Use these vectors to check whether the unclamped load would have been out of bounds
+ src_coord_y = (src_offset_y != src_coord_y);
+ src_coord_z = (src_offset_z != src_coord_z);
+
+ src_offset_y *= (int4)src_stride_y;
+ src_offset_z *= (int4)src_stride_z;
+
+ // We compute VEC_SIZEx2x2 [C,W,H] elements
VEC_FLOAT acc0 = 0;
VEC_FLOAT acc1 = 0;
VEC_FLOAT acc2 = 0;
VEC_FLOAT acc3 = 0;
// Load weights
- VEC_FLOAT w0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 0 * weights_stride_y + 0 * weights_stride_z));
- VEC_FLOAT w1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 1 * weights_stride_y + 0 * weights_stride_z));
- VEC_FLOAT w2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 2 * weights_stride_y + 0 * weights_stride_z));
- VEC_FLOAT w3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 0 * weights_stride_y + 1 * weights_stride_z));
- VEC_FLOAT w4 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 1 * weights_stride_y + 1 * weights_stride_z));
- VEC_FLOAT w5 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 2 * weights_stride_y + 1 * weights_stride_z));
- VEC_FLOAT w6 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 0 * weights_stride_y + 2 * weights_stride_z));
- VEC_FLOAT w7 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 1 * weights_stride_y + 2 * weights_stride_z));
- VEC_FLOAT w8 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights.ptr + 2 * weights_stride_y + 2 * weights_stride_z));
+ VEC_FLOAT w0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 0 * weights_stride_y + 0 * weights_stride_z));
+ VEC_FLOAT w1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 1 * weights_stride_y + 0 * weights_stride_z));
+ VEC_FLOAT w2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 2 * weights_stride_y + 0 * weights_stride_z));
+ VEC_FLOAT w3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 0 * weights_stride_y + 1 * weights_stride_z));
+ VEC_FLOAT w4 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 1 * weights_stride_y + 1 * weights_stride_z));
+ VEC_FLOAT w5 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 2 * weights_stride_y + 1 * weights_stride_z));
+ VEC_FLOAT w6 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 0 * weights_stride_y + 2 * weights_stride_z));
+ VEC_FLOAT w7 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 1 * weights_stride_y + 2 * weights_stride_z));
+ VEC_FLOAT w8 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(weights_addr + 2 * weights_stride_y + 2 * weights_stride_z));
// Load input values
// z == 0
- // Clamp z_coord as for z = 0, it can be negative
- // z_coord is casted to unsigned int in order to use just a min() operation
- // A "-1" 32 bit signed variable converted to unsigned gives 4294967295
- z_coord = z * (int)NUM_PLANES_PROCESSED - (int)CONV_PAD_TOP;
- z_coord = min((uint)z_coord, (uint)SRC_DIM_2);
- offset = y_offset + (int4)(z_coord * src_stride_z);
- offset = min(offset, (int4)max_offset);
+ VEC_FLOAT values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s0 + src_offset_y.s0));
+ VEC_FLOAT values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s0 + src_offset_y.s1));
+ VEC_FLOAT values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s0 + src_offset_y.s2));
+ VEC_FLOAT values3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s0 + src_offset_y.s3));
- VEC_FLOAT values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s0));
- VEC_FLOAT values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s1));
- VEC_FLOAT values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s2));
- VEC_FLOAT values3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s3));
-
- // z == 1
- // z_coord can be only negative for z = 0 so we do not need to clamp it
- // Moreover z_coord cannot be out-of-bound for z = 1 so we do not need to clamp the offset
- z_coord = z * (int)NUM_PLANES_PROCESSED - (int)CONV_PAD_TOP + 1;
- offset = y_offset + (int4)(z_coord * src_stride_z);
- VEC_FLOAT values4 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s0));
- VEC_FLOAT values5 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s1));
- VEC_FLOAT values6 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s2));
- VEC_FLOAT values7 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s3));
-
- // z == 2
- // After z = 1 we can simply add src_stride_z to offset without updating z_coord
- // However offset can be out-of-bound so we need to check if it is greater than max_offset
- offset += (int4)src_stride_z;
- offset = min(offset, (int4)max_offset);
- VEC_FLOAT values8 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s0));
- VEC_FLOAT values9 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s1));
- VEC_FLOAT values10 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s2));
- VEC_FLOAT values11 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s3));
-
- // z == 3
- // After z = 1 we can simply add src_stride_z to offset without updating z_coord
- // However offset can be out-of-bound so we need to check if it is greater than max_offset
- offset += (int4)src_stride_z;
- offset = min(offset, (int4)max_offset);
- VEC_FLOAT values12 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s0));
- VEC_FLOAT values13 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s1));
- VEC_FLOAT values14 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s2));
- VEC_FLOAT values15 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + offset.s3));
+ FILL_ZERO_OUT_OF_BOUND_4(DATA_TYPE, VEC_SIZE, values, src_coord_y | (int4)src_coord_z.s0);
acc0 = fma(values0, w0, acc0);
acc0 = fma(values1, w1, acc0);
@@ -1775,45 +1772,69 @@
acc1 = fma(values2, w1, acc1);
acc1 = fma(values3, w2, acc1);
- acc0 = fma(values4, w3, acc0);
- acc0 = fma(values5, w4, acc0);
- acc0 = fma(values6, w5, acc0);
- acc1 = fma(values5, w3, acc1);
- acc1 = fma(values6, w4, acc1);
- acc1 = fma(values7, w5, acc1);
+ // z == 1
+ values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s1 + src_offset_y.s0));
+ values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s1 + src_offset_y.s1));
+ values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s1 + src_offset_y.s2));
+ values3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s1 + src_offset_y.s3));
- acc0 = fma(values8, w6, acc0);
- acc0 = fma(values9, w7, acc0);
- acc0 = fma(values10, w8, acc0);
- acc1 = fma(values9, w6, acc1);
- acc1 = fma(values10, w7, acc1);
- acc1 = fma(values11, w8, acc1);
+ FILL_ZERO_OUT_OF_BOUND_4(DATA_TYPE, VEC_SIZE, values, src_coord_y | (int4)src_coord_z.s1);
- acc2 = fma(values4, w0, acc2);
- acc2 = fma(values5, w1, acc2);
- acc2 = fma(values6, w2, acc2);
- acc3 = fma(values5, w0, acc3);
- acc3 = fma(values6, w1, acc3);
- acc3 = fma(values7, w2, acc3);
+ acc0 = fma(values0, w3, acc0);
+ acc0 = fma(values1, w4, acc0);
+ acc0 = fma(values2, w5, acc0);
+ acc1 = fma(values1, w3, acc1);
+ acc1 = fma(values2, w4, acc1);
+ acc1 = fma(values3, w5, acc1);
- acc2 = fma(values8, w3, acc2);
- acc2 = fma(values9, w4, acc2);
- acc2 = fma(values10, w5, acc2);
- acc3 = fma(values9, w3, acc3);
- acc3 = fma(values10, w4, acc3);
- acc3 = fma(values11, w5, acc3);
+ acc2 = fma(values0, w0, acc2);
+ acc2 = fma(values1, w1, acc2);
+ acc2 = fma(values2, w2, acc2);
+ acc3 = fma(values1, w0, acc3);
+ acc3 = fma(values2, w1, acc3);
+ acc3 = fma(values3, w2, acc3);
- acc2 = fma(values12, w6, acc2);
- acc2 = fma(values13, w7, acc2);
- acc2 = fma(values14, w8, acc2);
- acc3 = fma(values13, w6, acc3);
- acc3 = fma(values14, w7, acc3);
- acc3 = fma(values15, w8, acc3);
+ // z == 2
+ values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s2 + src_offset_y.s0));
+ values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s2 + src_offset_y.s1));
+ values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s2 + src_offset_y.s2));
+ values3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s2 + src_offset_y.s3));
+
+ FILL_ZERO_OUT_OF_BOUND_4(DATA_TYPE, VEC_SIZE, values, src_coord_y | (int4)src_coord_z.s2);
+
+ acc0 = fma(values0, w6, acc0);
+ acc0 = fma(values1, w7, acc0);
+ acc0 = fma(values2, w8, acc0);
+ acc1 = fma(values1, w6, acc1);
+ acc1 = fma(values2, w7, acc1);
+ acc1 = fma(values3, w8, acc1);
+
+ acc2 = fma(values0, w3, acc2);
+ acc2 = fma(values1, w4, acc2);
+ acc2 = fma(values2, w5, acc2);
+ acc3 = fma(values1, w3, acc3);
+ acc3 = fma(values2, w4, acc3);
+ acc3 = fma(values3, w5, acc3);
+
+ // z == 3
+ values0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s3 + src_offset_y.s0));
+ values1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s3 + src_offset_y.s1));
+ values2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s3 + src_offset_y.s2));
+ values3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(src_addr + src_offset_z.s3 + src_offset_y.s3));
+
+ FILL_ZERO_OUT_OF_BOUND_4(DATA_TYPE, VEC_SIZE, values, src_coord_y | (int4)src_coord_z.s3);
+
+ acc2 = fma(values0, w6, acc2);
+ acc2 = fma(values1, w7, acc2);
+ acc2 = fma(values2, w8, acc2);
+ acc3 = fma(values1, w6, acc3);
+ acc3 = fma(values2, w7, acc3);
+ acc3 = fma(values3, w8, acc3);
#if defined(HAS_BIAS)
- Vector biases = CONVERT_TO_VECTOR_STRUCT(biases);
+ __global uchar *biases_addr = biases_ptr + biases_offset_first_element_in_bytes + x_offset;
- VEC_FLOAT bias_values = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)biases.ptr);
+ VEC_FLOAT bias_values = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)biases_addr);
acc0 += bias_values;
acc1 += bias_values;
@@ -1821,25 +1842,34 @@
acc3 += bias_values;
#endif // defined(HAS_BIAS)
-#if defined(DST_DEPTH)
- __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x * dst_step_x + y * dst_step_y + (z * NUM_PLANES_PROCESSED) * dst_step_z + b * dst_stride_w;
-#else /* defined(DST_DEPTH) */
- __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x * dst_step_x + y * dst_step_y + (z * NUM_PLANES_PROCESSED) * dst_step_z;
-#endif /* defined(DST_DEPTH) */
+ int2 dst_offset_y = min((int2)(y * NUM_ROWS_PROCESSED) + V_OFFS2(int2), (int2)(DST_DIM_1 - 1)) * (int2)dst_stride_y;
+ int dst_coord_z = z * NUM_PLANES_PROCESSED;
- VSTORE(VEC_SIZE)
- (ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc0, A_VAL, B_VAL), 0, (__global DATA_TYPE *)(dst_addr + 0 * dst_stride_y));
- VSTORE(VEC_SIZE)
- (ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc1, A_VAL, B_VAL), 0, (__global DATA_TYPE *)(dst_addr + 1 * dst_stride_y));
+#if defined(DST_DEPTH)
+ __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x_offset + dst_coord_z * dst_stride_z + b * dst_stride_w;
+#else // defined(DST_DEPTH)
+ __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x_offset + dst_coord_z * dst_stride_z;
+#endif // defined(DST_DEPTH)
+
+ /* Store vectors in reverse order along the Y. The Y offsets are calculated so that they are forced to be in bound.
+ * If only the first address is in bound, the Y offset of the second address will be brought back and there will be 2 writes in the same location for the same thread.
+ * Since the last vector to be written is always the valid one for that location, it overwrites the wrong values.
+ */
+ values0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc1, A_VAL, B_VAL);
+ STORE_VECTOR_SELECT(values, DATA_TYPE, dst_addr + dst_offset_y.s1, VEC_SIZE, PARTIAL_STORE_N0, PARTIAL_STORE_N0 != 0 && get_global_id(0) == 0)
+
+ values0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc0, A_VAL, B_VAL);
+ STORE_VECTOR_SELECT(values, DATA_TYPE, dst_addr + dst_offset_y.s0, VEC_SIZE, PARTIAL_STORE_N0, PARTIAL_STORE_N0 != 0 && get_global_id(0) == 0)
#if((DST_DIM_2 % NUM_PLANES_PROCESSED) != 0)
- if((z * NUM_PLANES_PROCESSED + 1) < DST_DIM_2)
+ if((dst_coord_z + 1) < DST_DIM_2)
#endif // ((DST_DIM_2 % NUM_PLANES_PROCESSED) != 0)
{
- VSTORE(VEC_SIZE)
- (ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc2, A_VAL, B_VAL), 0, (__global DATA_TYPE *)(dst_addr + 0 * dst_stride_y + 1 * dst_stride_z));
- VSTORE(VEC_SIZE)
- (ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc3, A_VAL, B_VAL), 0, (__global DATA_TYPE *)(dst_addr + 1 * dst_stride_y + 1 * dst_stride_z));
+ values0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc3, A_VAL, B_VAL);
+ STORE_VECTOR_SELECT(values, DATA_TYPE, dst_addr + dst_stride_z + dst_offset_y.s1, VEC_SIZE, PARTIAL_STORE_N0, PARTIAL_STORE_N0 != 0 && get_global_id(0) == 0)
+
+ values0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, acc2, A_VAL, B_VAL);
+ STORE_VECTOR_SELECT(values, DATA_TYPE, dst_addr + dst_stride_z + dst_offset_y.s0, VEC_SIZE, PARTIAL_STORE_N0, PARTIAL_STORE_N0 != 0 && get_global_id(0) == 0)
}
}
diff --git a/src/core/CL/cl_kernels/gemm.cl b/src/core/CL/cl_kernels/gemm.cl
index f29f2c1..653aa55 100644
--- a/src/core/CL/cl_kernels/gemm.cl
+++ b/src/core/CL/cl_kernels/gemm.cl
@@ -1282,7 +1282,7 @@
const bool cond_x = ((x + 1) * N0 >= N);
// Store output block
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#undef RHS_BLOCK_SIZE
#undef RHS_OFFSET_X
@@ -1628,7 +1628,7 @@
const bool cond_x = ((x + 1) * N0 >= N);
// Store output block
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#undef RHS_BLOCK_SIZE
#undef RHS_OFFSET_X
@@ -2024,7 +2024,7 @@
const bool cond_x = ((x + 1) * N0 >= N);
// Store output block
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#undef RHS_BLOCK_SIZE
#undef RHS_OFFSET_X
@@ -2333,7 +2333,7 @@
const bool cond_x = ((x + 1) * N0 >= N);
// Store output block
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#undef RHS_BLOCK_SIZE
#undef RHS_OFFSET_X
@@ -2775,9 +2775,9 @@
// Store output block
#if defined(MIXED_PRECISION)
CONVERT_BLOCK(M0, N0, DATA_TYPE, c, c_lp);
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#else // defined(MIXED_PRECISION)
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#endif // defined(MIXED_PRECISION)
#undef LHS_BLOCK_SIZE
@@ -3045,9 +3045,9 @@
// Store output block
#if defined(MIXED_PRECISION)
CONVERT_BLOCK(M0, N0, DATA_TYPE, c, c_lp);
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#else // defined(MIXED_PRECISION)
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#endif // defined(MIXED_PRECISION)
#undef LHS_BLOCK_SIZE
@@ -3539,9 +3539,9 @@
// Store output block
#if defined(MIXED_PRECISION)
CONVERT_BLOCK(M0, N0, DATA_TYPE, c, c_lp);
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#else // defined(MIXED_PRECISION)
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#endif // defined(MIXED_PRECISION)
#undef LHS_BLOCK_SIZE
@@ -3906,9 +3906,9 @@
// Store output block
#if defined(MIXED_PRECISION)
CONVERT_BLOCK(M0, N0, DATA_TYPE, c, c_lp);
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c_lp, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#else // defined(MIXED_PRECISION)
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#endif // defined(MIXED_PRECISION)
#undef LHS_BLOCK_SIZE
@@ -4287,7 +4287,7 @@
const bool cond_x = ((x + 1) * N0 >= N);
// Store output block
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
#undef RHS_BLOCK_SIZE
#undef RHS_OFFSET_X
diff --git a/src/core/CL/cl_kernels/gemm_helpers.h b/src/core/CL/cl_kernels/gemm_helpers.h
index 1e020e1..2534204 100644
--- a/src/core/CL/cl_kernels/gemm_helpers.h
+++ b/src/core/CL/cl_kernels/gemm_helpers.h
@@ -708,233 +708,6 @@
#define CALCULATE_Z_OFFSET(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y)
/** @} */ // end of group CALCULATE_Z_OFFSET
-/** Store the 0 to (n-1)th rows of the given variables
- * @name STORE_ROW_n
- *
- * @param[in] N0 The width of the passed in vector. Supported: 1, 2, 3, 4, 8, 16
- * @param[in] DATA_TYPE The data type of the vectors
- * @param[in] BASENAME The basename of the variables
- * @param[in] PTR The base pointer
- * @param[in] STRIDE_Y The stride value in y-axis direction
- * @param[in] Z The offset in z-axis direction
- * @{
- */
-#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
-
-#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
-
-#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
-
-#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
-
-#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
-
-#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
-
-#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
-
-#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
-
-#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
-
-#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
-
-#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
-
-#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
-
-#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
-
-#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
-
-#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
-
-#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
-/** @} */ // end of groupd STORE_ROW_n
-
-/** Convert and store the 0th to (n-1)th rows of the given variables
- * @name CONVERT_STORE_ROW_n
- *
- * @param[in] N0 The size of the vectors
- * @param[in] DATA_TYPE The data type of the vectors
- * @param[in] BASENAME The basename of the variables
- * @param[in] PTR The base pointer
- * @param[in] STRIDE_Y The stride value in y-axis direction
- * @param[in] Z The offset in z-axis direction
- * @{
- */
-#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
-
-#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
-
-#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
-
-#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
-
-#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
-
-#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
-
-#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
-
-#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
-
-#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
-
-#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
-
-#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
-
-#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
-
-#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
-
-#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
-
-#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
-
-#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
- VSTORE(N0) \
- (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
-
-/** @} */ // end of groupd CONVERT_STORE_ROW_n
-
-/** Store a block of the given size M0xN0
- * @name STORE_BLOCK
- *
- * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16.
- * The data to store is expected to have consecutive names for each row.
- * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2.
- * The Z offset is expected to have consecutive names.
- * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2.
- *
- * @param[in] M0 The number of rows to store
- * @param[in] N0 The size of each vector
- * @param[in] DATA_TYPE The data type of the vectors
- * @param[in] BASENAME The basename of the variables
- * @param[in] PTR The base pointer
- * @param[in] STRIDE_Y The stride value in y-axis direction
- * @param[in] Z The offset in z-axis direction
- * @{
- */
-#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
-#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
-/** @} */ // end of group STORE_BLOCK
-
-/** Convert and store a block of the given size M0xN0
- * @name CONVERT_STORE_BLOCK
- *
- * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16.
- * The data to store is expected to have consecutive names for each row.
- * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2.
- * The Z offset is expected to have consecutive names.
- * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2.
- *
- * @param[in] M0 The number of rows to store
- * @param[in] N0 The size of each vector
- * @param[in] DATA_TYPE The data type of the vectors
- * @param[in] BASENAME The basename of the variables
- * @param[in] PTR The base pointer
- * @param[in] STRIDE_Y The stride value in y-axis direction
- * @param[in] Z The offset in z-axis direction
- * @{
- */
-#define CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
-#define CONVERT_STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
-/** @} */ // end of group CONVERT_STORE_BLOCK
-
/** Scale the rows in the given variables (BASENAME0 to BASENAMEn-1)
* @name SCALE_ROW_n
*
diff --git a/src/core/CL/cl_kernels/gemmlowp.cl b/src/core/CL/cl_kernels/gemmlowp.cl
index da92548..9bdd5a2 100644
--- a/src/core/CL/cl_kernels/gemmlowp.cl
+++ b/src/core/CL/cl_kernels/gemmlowp.cl
@@ -1096,7 +1096,7 @@
const bool cond_x = ((x + 1) * N0 >= N);
// Store output block
- STORE_BLOCK_BOUNDARY_AWARE(M0, N0, int, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, cond_y, cond_x);
+ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, int, c, dst_addr, dst_stride_y, zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, cond_y, cond_x);
}
#endif // defined(M0) && defined(N0) && defined(K0) && defined(K) && defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0)
diff --git a/src/core/CL/cl_kernels/load_store_utility.h b/src/core/CL/cl_kernels/load_store_utility.h
index cb833d0..84b6d2e 100644
--- a/src/core/CL/cl_kernels/load_store_utility.h
+++ b/src/core/CL/cl_kernels/load_store_utility.h
@@ -21,6 +21,234 @@
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
+
+/** Store the 0 to (n-1)th rows of the given variables
+ * @name STORE_ROW_n
+ *
+ * @param[in] N0 The width of the passed in vector. Supported: 1, 2, 3, 4, 8, 16
+ * @param[in] DATA_TYPE The data type of the vectors
+ * @param[in] BASENAME The basename of the variables
+ * @param[in] PTR The base pointer
+ * @param[in] STRIDE_Y The stride value in y-axis direction
+ * @param[in] Z The offset in z-axis direction
+ * @{
+ */
+#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
+
+#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
+
+#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
+
+#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
+
+#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
+
+#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
+
+#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
+
+#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
+
+#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
+
+#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
+
+#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
+
+#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
+
+#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
+
+#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
+
+#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
+
+#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
+/** @} */ // end of groupd STORE_ROW_n
+
+/** Convert and store the 0th to (n-1)th rows of the given variables
+ * @name CONVERT_STORE_ROW_n
+ *
+ * @param[in] N0 The size of the vectors
+ * @param[in] DATA_TYPE The data type of the vectors
+ * @param[in] BASENAME The basename of the variables
+ * @param[in] PTR The base pointer
+ * @param[in] STRIDE_Y The stride value in y-axis direction
+ * @param[in] Z The offset in z-axis direction
+ * @{
+ */
+#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
+
+#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
+
+#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
+
+#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
+
+#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
+
+#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
+
+#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
+
+#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
+
+#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
+
+#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
+
+#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
+
+#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
+
+#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
+
+#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
+
+#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
+
+#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
+ VSTORE(N0) \
+ (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
+
+/** @} */ // end of groupd CONVERT_STORE_ROW_n
+
+/** Store a block of the given size M0xN0
+ * @name STORE_BLOCK
+ *
+ * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16.
+ * The data to store is expected to have consecutive names for each row.
+ * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2.
+ * The Z offset is expected to have consecutive names.
+ * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2.
+ *
+ * @param[in] M0 The number of rows to store
+ * @param[in] N0 The size of each vector
+ * @param[in] DATA_TYPE The data type of the vectors
+ * @param[in] BASENAME The basename of the variables
+ * @param[in] PTR The base pointer
+ * @param[in] STRIDE_Y The stride value in y-axis direction
+ * @param[in] Z The offset in z-axis direction
+ * @{
+ */
+#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
+#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
+/** @} */ // end of group STORE_BLOCK
+
+/** Convert and store a block of the given size M0xN0
+ * @name CONVERT_STORE_BLOCK
+ *
+ * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16.
+ * The data to store is expected to have consecutive names for each row.
+ * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2.
+ * The Z offset is expected to have consecutive names.
+ * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2.
+ *
+ * @param[in] M0 The number of rows to store
+ * @param[in] N0 The size of each vector
+ * @param[in] DATA_TYPE The data type of the vectors
+ * @param[in] BASENAME The basename of the variables
+ * @param[in] PTR The base pointer
+ * @param[in] STRIDE_Y The stride value in y-axis direction
+ * @param[in] Z The offset in z-axis direction
+ * @{
+ */
+#define CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
+#define CONVERT_STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
+/** @} */ // end of group CONVERT_STORE_BLOCK
+
/** Partially store the 0 to (n-1)th rows of the given variables
* @name STORE_ROW_PARTIAL_n
* Within each row, store the lower @p STORE_N0 elements of vectors of width @p N0
@@ -157,26 +385,25 @@
* @param[in] Z The offset in z-axis direction
* @param[in] PARTIAL_STORE_M0 The partial size in y, for partial blocks. Supported range: [1, @p M0)
* @param[in] PARTIAL_STORE_N0 The partial size in x, for partial blocks. Supported range: [1, @p N0)
- * @param[in] N Total number of columns. Used to detect if current block is at the boundary in x.
* @param[in] PARTIAL_COND_Y Condition on the y axis to perform the partial store Y. True to use PARTIAL_STORE_M0 rather than M0.
* @param[in] PARTIAL_COND_X Condition on the x axis to perform the partial store X. True to use PARTIAL_STORE_N0 rather than N0.
*/
-#define STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, PARTIAL_COND_Y, PARTIAL_COND_X) \
- if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y)) \
- { \
- STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
- } \
- else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X)) \
- { \
- STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
- } \
- else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X)) \
- { \
- STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
- } \
- else \
- { \
- STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
+#define STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
+ if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y)) \
+ { \
+ STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
+ } \
+ else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X)) \
+ { \
+ STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
+ } \
+ else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X)) \
+ { \
+ STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
+ } \
+ else \
+ { \
+ STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
}
/** Store a block that can only be partial in x but not y.
*
@@ -195,17 +422,16 @@
* @param[in] STRIDE_Y The stride value in y-axis direction
* @param[in] Z The offset in z-axis direction
* @param[in] PARTIAL_STORE_N0 The partial size in x, for partial blocks. Supported range: [1, @p N0)
- * @param[in] N Total number of columns. Used to detect if current block is at the boundary in x.
* @param[in] PARTIAL_COND_X Condition on the x axis to perform the partial store X. True to use PARTIAL_STORE_N0 rather than N0.
*/
-#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, N, PARTIAL_COND_X) \
- if(!(PARTIAL_COND_X)) \
- { \
- STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
- } \
- else \
- { \
- STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
+#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \
+ if(!(PARTIAL_COND_X)) \
+ { \
+ STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
+ } \
+ else \
+ { \
+ STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \
}
/** Store a block that can only be partial in y but not x.
*
@@ -286,36 +512,35 @@
* @param[in] Z The offset in z-axis direction
* @param[in] PARTIAL_STORE_M0 The partial size in y, for partial blocks. Supported: [0, @p M0)
* @param[in] PARTIAL_STORE_N0 The partial size in x, for partial blocks. Supported: [0, @p N0)
- * @param[in] N Total number of columns. Used to detect if current block is at the boundary in x.
* @param[in] PARTIAL_COND_Y Condition on the y axis to perform the partial store Y. True to use PARTIAL_STORE_M0 rather than M0.
* @param[in] PARTIAL_COND_X Condition on the x axis to perform the partial store X. True to use PARTIAL_STORE_N0 rather than N0.
* @{
*/
#if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0
// Case1: No partial blocks in either x or y
-#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, PARTIAL_COND_Y, PARTIAL_COND_X) \
+#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
#elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0
// Case2: Partial blocks in y
-#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, PARTIAL_COND_Y, PARTIAL_COND_X) \
+#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y)
#elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0
// Case3: Partial blocks in x
-#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, PARTIAL_COND_Y, PARTIAL_COND_X) \
- STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, N, PARTIAL_COND_X)
+#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
+ STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X)
#else // PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0
// Case4: Partial blocks in both x and y
-#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, PARTIAL_COND_Y, PARTIAL_COND_X) \
- STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, PARTIAL_COND_Y, PARTIAL_COND_X)
+#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
+ STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X)
#endif // PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0
#else // defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0)
-#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, N, PARTIAL_COND_Y, PARTIAL_COND_X) \
+#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
#endif // defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0)
@@ -362,5 +587,5 @@
* @{
*/
#define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \
- STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, 0, cond)
+ STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond)
/** @} */ // end of group STORE_VECTOR_SELECT
\ No newline at end of file