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use local memory

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Elena Gvozdeva
2014-08-27 14:58:01 +04:00
committed by ElenaGvozdeva
parent d78bc3c321
commit 2d89df1804
3 changed files with 33 additions and 13 deletions
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36
modules/core/src/opencl/gemm.cl
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@@ -28,7 +28,7 @@
sum.y += fma(a.x, b.y, a.y * b.x);\
}
#else
#define MUL(i, a, b) sum += a * b
#define MUL(i, a, b) sum = fma(a, b, sum);
#endif
@@ -40,16 +40,34 @@ __kernel void gemm(__global const uchar * A_ptr, int A_step, int A_offset,
int x = get_global_id(0);
int y = get_global_id(1);
int lidx = get_local_id(0);
int lidy = get_local_id(1);
__global const T* A = (__global const T*)(A_ptr + IND_A);
__global const T* B = (__global const T*)(B_ptr + IND_B);
T sum = (T)(0);
__local T a_local[LOCAL_SIZE*LOCAL_SIZE];
__local T b_local[LOCAL_SIZE*LOCAL_SIZE];
for (int p = 0; p < (n+LOCAL_SIZE-1)/LOCAL_SIZE; ++p)
{
a_local[mad24(lidy, LOCAL_SIZE, lidx)] = A[mad24(p, LOCAL_SIZE, lidx)];
b_local[mad24(lidy, LOCAL_SIZE, lidx)] = B[mad24(p, LOCAL_SIZE, lidy)*STEP_B];
barrier(CLK_LOCAL_MEM_FENCE);
if (x < D_cols && y < D_rows)
{
for (int i = 0; i < LOCAL_SIZE && p * LOCAL_SIZE + i < n; ++i)
MUL(i, a_local[mad24(lidy, LOCAL_SIZE, i)], b_local[mad24(i, LOCAL_SIZE, lidx)]);
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if (x < D_cols && y < D_rows)
{
__global const T* A = (__global const T*)(A_ptr + IND_A);
__global const T* B = (__global const T*)(B_ptr + IND_B);
T sum = (T)(0);
for (int i = 0; i < n; ++i)
MUL(i, A[i*STEP_A], B[i*STEP_B]);
__global T* D = (__global T*)(D_ptr + mad24(y, D_step, mad24(x, TSIZE, D_offset)));
#if HAVE_C
D[0] = mad(alpha, sum, D[0]*beta);