mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-12 17:26:00 +00:00
refactor
This commit is contained in:
Chao Liu
@@ -7,10 +7,10 @@
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template <class TFloat,
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class SrcDesc,
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class DstDesc,
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unsigned NWorkLen0,
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unsigned NWorkLen1,
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unsigned NWorkLen2,
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unsigned NWorkLen3,
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unsigned NBlockOpLen0,
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unsigned NBlockOpLen1,
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unsigned NBlockOpLen2,
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unsigned NBlockOpLen3,
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class F,
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unsigned BlockSize>
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__device__ void blockwise_4d_tensor_op_binary(
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@@ -67,10 +67,10 @@ __device__ void blockwise_4d_tensor_op_binary(
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template <class TFloat,
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class SrcDesc,
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class DstDesc,
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unsigned NWorkLen0,
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unsigned NWorkLen1,
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unsigned NWorkLen2,
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unsigned NWorkLen3,
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unsigned NBlockOpLen0,
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unsigned NBlockOpLen1,
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unsigned NBlockOpLen2,
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unsigned NBlockOpLen3,
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class F,
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unsigned BlockSize>
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__device__ void blockwise_4d_tensor_op_binary(
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@@ -156,10 +156,10 @@ __device__ void blockwise_4d_tensor_op_binary(
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template <class TFloat,
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class DstDesc,
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unsigned NWorkLen0,
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unsigned NWorkLen1,
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unsigned NWorkLen2,
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unsigned NWorkLen3,
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unsigned NBlockOpLen0,
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unsigned NBlockOpLen1,
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unsigned NBlockOpLen2,
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unsigned NBlockOpLen3,
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class F,
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unsigned BlockSize>
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__device__ void blockwise_4d_tensor_op_unary(DstDesc, TFloat* __restrict__ p_dst, F f)
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@@ -240,10 +240,10 @@ __device__ void blockwise_4d_tensor_op_unary(DstDesc, TFloat* __restrict__ p_dst
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template <class TFloat,
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class SrcDesc,
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class DstDesc,
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unsigned NWorkLen0,
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unsigned NWorkLen1,
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unsigned NWorkLen2,
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unsigned NWorkLen3,
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unsigned NBlockOpLen0,
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unsigned NBlockOpLen1,
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unsigned NBlockOpLen2,
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unsigned NBlockOpLen3,
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class F,
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unsigned BlockSize>
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__device__ void blockwise_4d_tensor_op_binary(
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@@ -259,34 +259,34 @@ __device__ void blockwise_4d_tensor_op_binary(
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static_assert(is_same<decltype(src_desc.GetLengths()), decltype(dst_desc.GetLengths())>::value);
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constexpr unsigned NWorkStride3 = 1;
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constexpr unsigned NWorkStride2 = NWorkLen3 * NWorkStride3;
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constexpr unsigned NWorkStride1 = NWorkLen2 * NWorkStride2;
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constexpr unsigned NWorkStride0 = NWorkLen1 * NWorkStride1;
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constexpr unsigned NBlockOpStride3 = 1;
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constexpr unsigned NBlockOpStride2 = NBlockOpLen3 * NBlockOpStride3;
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constexpr unsigned NBlockOpStride1 = NBlockOpLen2 * NBlockOpStride2;
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constexpr unsigned NBlockOpStride0 = NBlockOpLen1 * NBlockOpStride1;
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unsigned itmp = threadIdx.x;
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const unsigned did0_begin = itmp / NWorkStride0;
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const unsigned did0_begin = itmp / NBlockOpStride0;
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itmp -= did0_begin * NWorkStride0;
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itmp -= did0_begin * NBlockOpStride0;
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const unsigned did1_begin = itmp / NWorkStride1;
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const unsigned did1_begin = itmp / NBlockOpStride1;
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itmp -= did1_begin * NWorkStride1;
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itmp -= did1_begin * NBlockOpStride1;
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const unsigned did2_begin = itmp / NWorkStride2;
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const unsigned did2_begin = itmp / NBlockOpStride2;
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itmp -= did2_begin * NWorkStride2;
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itmp -= did2_begin * NBlockOpStride2;
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const unsigned did3_begin = itmp / NWorkStride3;
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const unsigned did3_begin = itmp / NBlockOpStride3;
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NWorkLen0)
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NBlockOpLen0)
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{
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NWorkLen1)
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NBlockOpLen1)
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{
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NWorkLen2)
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NBlockOpLen2)
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{
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for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NWorkLen3)
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for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NBlockOpLen3)
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{
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const unsigned sindex = src_desc.Get1dIndex(did0, did1, did2, did3);
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@@ -304,10 +304,10 @@ __device__ void blockwise_4d_tensor_op_binary(
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template <class TFloat,
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class SrcDesc,
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class DstDesc,
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unsigned NWorkLen0,
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unsigned NWorkLen1,
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unsigned NWorkLen2,
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unsigned NWorkLen3,
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unsigned NBlockOpLen0,
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unsigned NBlockOpLen1,
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unsigned NBlockOpLen2,
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unsigned NBlockOpLen3,
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class F,
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unsigned BlockSize>
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__device__ void blockwise_4d_tensor_op_binary(
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@@ -323,63 +323,63 @@ __device__ void blockwise_4d_tensor_op_binary(
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static_assert(is_same<decltype(src_desc.GetLengths()), decltype(dst_desc.GetLengths())>::value);
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constexpr unsigned NWorkStride3 = 1;
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constexpr unsigned NWorkStride2 = NWorkLen3 * NWorkStride3;
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constexpr unsigned NWorkStride1 = NWorkLen2 * NWorkStride2;
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constexpr unsigned NWorkStride0 = NWorkLen1 * NWorkStride1;
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constexpr unsigned NBlockOpStride3 = 1;
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constexpr unsigned NBlockOpStride2 = NBlockOpLen3 * NBlockOpStride3;
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constexpr unsigned NBlockOpStride1 = NBlockOpLen2 * NBlockOpStride2;
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constexpr unsigned NBlockOpStride0 = NBlockOpLen1 * NBlockOpStride1;
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unsigned itmp = threadIdx.x;
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const unsigned did0_begin = itmp / NWorkStride0;
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const unsigned did0_begin = itmp / NBlockOpStride0;
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itmp -= did0_begin * NWorkStride0;
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itmp -= did0_begin * NBlockOpStride0;
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const unsigned did1_begin = itmp / NWorkStride1;
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const unsigned did1_begin = itmp / NBlockOpStride1;
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itmp -= did1_begin * NWorkStride1;
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itmp -= did1_begin * NBlockOpStride1;
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const unsigned did2_begin = itmp / NWorkStride2;
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const unsigned did2_begin = itmp / NBlockOpStride2;
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itmp -= did2_begin * NWorkStride2;
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itmp -= did2_begin * NBlockOpStride2;
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const unsigned did3_begin = itmp / NWorkStride3;
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const unsigned did3_begin = itmp / NBlockOpStride3;
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unsigned sindex = src_desc.Get1dIndex(did0_begin, did1_begin, did2_begin, did3_begin);
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unsigned dindex = dst_desc.Get1dIndex(did0_begin, did1_begin, did2_begin, did3_begin);
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NWorkLen0)
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NBlockOpLen0)
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{
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const unsigned sindex_save0 = sindex;
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const unsigned dindex_save0 = dindex;
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NWorkLen1)
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NBlockOpLen1)
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{
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const unsigned sindex_save1 = sindex;
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const unsigned dindex_save1 = dindex;
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NWorkLen2)
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NBlockOpLen2)
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{
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const unsigned sindex_save2 = sindex;
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const unsigned dindex_save2 = dindex;
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for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NWorkLen3)
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for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NBlockOpLen3)
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{
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f(p_src[sindex], p_dst[dindex]);
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sindex += NWorkLen3 * src_desc.GetStride(I3);
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dindex += NWorkLen3 * dst_desc.GetStride(I3);
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sindex += NBlockOpLen3 * src_desc.GetStride(I3);
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dindex += NBlockOpLen3 * dst_desc.GetStride(I3);
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}
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sindex = sindex_save2 + NWorkLen2 * src_desc.GetStride(I2);
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dindex = dindex_save2 + NWorkLen2 * dst_desc.GetStride(I2);
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sindex = sindex_save2 + NBlockOpLen2 * src_desc.GetStride(I2);
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dindex = dindex_save2 + NBlockOpLen2 * dst_desc.GetStride(I2);
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}
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sindex = sindex_save1 + NWorkLen1 * src_desc.GetStride(I1);
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dindex = dindex_save1 + NWorkLen1 * dst_desc.GetStride(I1);
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sindex = sindex_save1 + NBlockOpLen1 * src_desc.GetStride(I1);
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dindex = dindex_save1 + NBlockOpLen1 * dst_desc.GetStride(I1);
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}
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sindex = sindex_save0 + NWorkLen0 * src_desc.GetStride(I0);
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dindex = dindex_save0 + NWorkLen0 * dst_desc.GetStride(I0);
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sindex = sindex_save0 + NBlockOpLen0 * src_desc.GetStride(I0);
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dindex = dindex_save0 + NBlockOpLen0 * dst_desc.GetStride(I0);
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}
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}
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#endif
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@@ -388,10 +388,10 @@ __device__ void blockwise_4d_tensor_op_binary(
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template <class TFloat,
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class SrcDesc,
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class DstDesc,
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unsigned NWorkLen0,
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unsigned NWorkLen1,
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unsigned NWorkLen2,
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unsigned NWorkLen3,
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unsigned NBlockOpLen0,
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unsigned NBlockOpLen1,
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unsigned NBlockOpLen2,
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unsigned NBlockOpLen3,
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class F,
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unsigned BlockSize>
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__device__ void blockwise_4d_tensor_op_binary(
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@@ -407,65 +407,69 @@ __device__ void blockwise_4d_tensor_op_binary(
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static_assert(is_same<decltype(src_desc.GetLengths()), decltype(dst_desc.GetLengths())>::value);
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constexpr unsigned NWorkStride3 = 1;
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constexpr unsigned NWorkStride2 = NWorkLen3 * NWorkStride3;
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constexpr unsigned NWorkStride1 = NWorkLen2 * NWorkStride2;
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constexpr unsigned NWorkStride0 = NWorkLen1 * NWorkStride1;
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constexpr unsigned NBlockOpStride3 = 1;
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constexpr unsigned NBlockOpStride2 = NBlockOpLen3 * NBlockOpStride3;
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constexpr unsigned NBlockOpStride1 = NBlockOpLen2 * NBlockOpStride2;
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constexpr unsigned NBlockOpStride0 = NBlockOpLen1 * NBlockOpStride1;
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unsigned itmp = threadIdx.x;
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const unsigned did0_begin = itmp / NWorkStride0;
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const unsigned did0_begin = itmp / NBlockOpStride0;
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itmp -= did0_begin * NWorkStride0;
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itmp -= did0_begin * NBlockOpStride0;
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const unsigned did1_begin = itmp / NWorkStride1;
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const unsigned did1_begin = itmp / NBlockOpStride1;
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itmp -= did1_begin * NWorkStride1;
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itmp -= did1_begin * NBlockOpStride1;
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const unsigned did2_begin = itmp / NWorkStride2;
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const unsigned did2_begin = itmp / NBlockOpStride2;
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itmp -= did2_begin * NWorkStride2;
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itmp -= did2_begin * NBlockOpStride2;
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const unsigned did3_begin = itmp / NWorkStride3;
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const unsigned did3_begin = itmp / NBlockOpStride3;
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unsigned sindex = src_desc.Get1dIndex(did0_begin, did1_begin, did2_begin, did3_begin);
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unsigned dindex = dst_desc.Get1dIndex(did0_begin, did1_begin, did2_begin, did3_begin);
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NWorkLen0)
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NBlockOpLen0)
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{
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unsigned i1 = 0;
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NWorkLen1)
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NBlockOpLen1)
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{
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unsigned i2 = 0;
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NWorkLen2)
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NBlockOpLen2)
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{
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unsigned i3 = 0;
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for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NWorkLen3)
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for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NBlockOpLen3)
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{
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f(p_src[sindex], p_dst[dindex]);
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sindex += NWorkLen3 * src_desc.GetStride(I3);
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dindex += NWorkLen3 * dst_desc.GetStride(I3);
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sindex += NBlockOpLen3 * src_desc.GetStride(I3);
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dindex += NBlockOpLen3 * dst_desc.GetStride(I3);
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++i3;
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}
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sindex +=
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NWorkLen2 * src_desc.GetStride(I2) - i3 * NWorkLen3 * src_desc.GetStride(I3);
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dindex +=
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NWorkLen2 * dst_desc.GetStride(I2) - i3 * NWorkLen3 * dst_desc.GetStride(I3);
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sindex += NBlockOpLen2 * src_desc.GetStride(I2) -
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i3 * NBlockOpLen3 * src_desc.GetStride(I3);
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dindex += NBlockOpLen2 * dst_desc.GetStride(I2) -
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i3 * NBlockOpLen3 * dst_desc.GetStride(I3);
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++i2;
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}
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sindex += NWorkLen1 * src_desc.GetStride(I1) - i2 * NWorkLen2 * src_desc.GetStride(I2);
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dindex += NWorkLen1 * dst_desc.GetStride(I1) - i2 * NWorkLen2 * dst_desc.GetStride(I2);
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sindex +=
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NBlockOpLen1 * src_desc.GetStride(I1) - i2 * NBlockOpLen2 * src_desc.GetStride(I2);
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dindex +=
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NBlockOpLen1 * dst_desc.GetStride(I1) - i2 * NBlockOpLen2 * dst_desc.GetStride(I2);
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++i1;
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}
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sindex += NWorkLen0 * src_desc.GetStride(I0) - i1 * NWorkLen1 * src_desc.GetStride(I1);
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dindex += NWorkLen0 * dst_desc.GetStride(I0) - i1 * NWorkLen1 * dst_desc.GetStride(I1);
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sindex +=
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NBlockOpLen0 * src_desc.GetStride(I0) - i1 * NBlockOpLen1 * src_desc.GetStride(I1);
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dindex +=
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NBlockOpLen0 * dst_desc.GetStride(I0) - i1 * NBlockOpLen1 * dst_desc.GetStride(I1);
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}
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}
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#endif
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@@ -474,10 +478,10 @@ __device__ void blockwise_4d_tensor_op_binary(
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template <class TFloat,
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class SrcDesc,
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class DstDesc,
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unsigned NWorkLen0,
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unsigned NWorkLen1,
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unsigned NWorkLen2,
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unsigned NWorkLen3,
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unsigned NBlockOpLen0,
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unsigned NBlockOpLen1,
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unsigned NBlockOpLen2,
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unsigned NBlockOpLen3,
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class F,
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unsigned BlockSize>
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__device__ void blockwise_4d_tensor_op_binary(
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@@ -493,34 +497,34 @@ __device__ void blockwise_4d_tensor_op_binary(
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static_assert(is_same<decltype(src_desc.GetLengths()), decltype(dst_desc.GetLengths())>::value);
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constexpr unsigned NWorkStride3 = 1;
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constexpr unsigned NWorkStride2 = NWorkLen3 * NWorkStride3;
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constexpr unsigned NWorkStride1 = NWorkLen2 * NWorkStride2;
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constexpr unsigned NWorkStride0 = NWorkLen1 * NWorkStride1;
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constexpr unsigned NBlockOpStride3 = 1;
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constexpr unsigned NBlockOpStride2 = NBlockOpLen3 * NBlockOpStride3;
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constexpr unsigned NBlockOpStride1 = NBlockOpLen2 * NBlockOpStride2;
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constexpr unsigned NBlockOpStride0 = NBlockOpLen1 * NBlockOpStride1;
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unsigned itmp = threadIdx.x;
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const unsigned did0_begin = itmp / NWorkStride0;
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const unsigned did0_begin = itmp / NBlockOpStride0;
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itmp -= did0_begin * NWorkStride0;
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itmp -= did0_begin * NBlockOpStride0;
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const unsigned did1_begin = itmp / NWorkStride1;
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const unsigned did1_begin = itmp / NBlockOpStride1;
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itmp -= did1_begin * NWorkStride1;
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itmp -= did1_begin * NBlockOpStride1;
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const unsigned did2_begin = itmp / NWorkStride2;
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const unsigned did2_begin = itmp / NBlockOpStride2;
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itmp -= did2_begin * NWorkStride2;
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itmp -= did2_begin * NBlockOpStride2;
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const unsigned did3_begin = itmp / NWorkStride3;
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const unsigned did3_begin = itmp / NBlockOpStride3;
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NWorkLen0)
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for(unsigned did0 = did0_begin; did0 < src_desc.GetLength(I0); did0 += NBlockOpLen0)
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{
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NWorkLen1)
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for(unsigned did1 = did1_begin; did1 < src_desc.GetLength(I1); did1 += NBlockOpLen1)
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{
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NWorkLen2)
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for(unsigned did2 = did2_begin; did2 < src_desc.GetLength(I2); did2 += NBlockOpLen2)
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{
|
||||
for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NWorkLen3)
|
||||
for(unsigned did3 = did3_begin; did3 < src_desc.GetLength(I3); did3 += NBlockOpLen3)
|
||||
{
|
||||
const unsigned sindex = src_desc.Get1dIndex(did0, did1, did2, did3);
|
||||
|
||||
|
||||
@@ -12,11 +12,11 @@ template <class TFloat,
|
||||
unsigned OutTileSizeW,
|
||||
unsigned BlockSize>
|
||||
__device__ void blockwise_convolution(InDesc,
|
||||
TFloat* const __restrict__ p_in,
|
||||
TFloat* const __restrict__ p_in_lds,
|
||||
WeiDesc,
|
||||
TFloat* const __restrict__ p_wei,
|
||||
TFloat* const __restrict__ p_wei_lds,
|
||||
OutDesc,
|
||||
TFloat* __restrict__ p_out)
|
||||
TFloat* __restrict__ p_out_lds)
|
||||
{
|
||||
constexpr auto I0 = Index<0>{};
|
||||
constexpr auto I1 = Index<1>{};
|
||||
@@ -97,8 +97,8 @@ __device__ void blockwise_convolution(InDesc,
|
||||
decltype(in_thread_dst_desc),
|
||||
decltype(f_copy)>(
|
||||
in_thread_src_desc,
|
||||
p_in + in_desc.Get1dIndex(
|
||||
n_thread_work_begin, 0, hi_thread_work_begin, wi_thread_work_begin),
|
||||
p_in_lds + in_desc.Get1dIndex(
|
||||
n_thread_work_begin, 0, hi_thread_work_begin, wi_thread_work_begin),
|
||||
in_thread_dst_desc,
|
||||
p_in_thread,
|
||||
f_copy);
|
||||
@@ -112,7 +112,7 @@ __device__ void blockwise_convolution(InDesc,
|
||||
decltype(wei_thread_dst_desc),
|
||||
decltype(f_copy)>(
|
||||
wei_thread_src_desc,
|
||||
p_wei + wei_desc.Get1dIndex(k_thread_work_begin, 0, 0, 0),
|
||||
p_wei_lds + wei_desc.Get1dIndex(k_thread_work_begin, 0, 0, 0),
|
||||
wei_thread_dst_desc,
|
||||
p_wei_thread,
|
||||
f_copy);
|
||||
@@ -123,10 +123,10 @@ __device__ void blockwise_convolution(InDesc,
|
||||
decltype(out_thread_dst_desc),
|
||||
decltype(f_copy)>(
|
||||
out_thread_src_desc,
|
||||
p_out + out_desc.Get1dIndex(n_thread_work_begin,
|
||||
k_thread_work_begin,
|
||||
ho_thread_work_begin,
|
||||
wo_thread_work_begin),
|
||||
p_out_lds + out_desc.Get1dIndex(n_thread_work_begin,
|
||||
k_thread_work_begin,
|
||||
ho_thread_work_begin,
|
||||
wo_thread_work_begin),
|
||||
out_thread_dst_desc,
|
||||
p_out_thread,
|
||||
f_copy);
|
||||
@@ -150,10 +150,10 @@ __device__ void blockwise_convolution(InDesc,
|
||||
out_thread_dst_desc,
|
||||
p_out_thread,
|
||||
out_thread_src_desc,
|
||||
p_out + out_desc.Get1dIndex(n_thread_work_begin,
|
||||
k_thread_work_begin,
|
||||
ho_thread_work_begin,
|
||||
wo_thread_work_begin),
|
||||
p_out_lds + out_desc.Get1dIndex(n_thread_work_begin,
|
||||
k_thread_work_begin,
|
||||
ho_thread_work_begin,
|
||||
wo_thread_work_begin),
|
||||
f_copy);
|
||||
}
|
||||
}
|
||||
@@ -170,18 +170,18 @@ template <class TFloat,
|
||||
unsigned CPerBlock,
|
||||
unsigned YPerBlock,
|
||||
unsigned XPerBlock,
|
||||
unsigned NBlockCopyLen0,
|
||||
unsigned NBlockCopyLen1,
|
||||
unsigned NBlockCopyLen2,
|
||||
unsigned NBlockCopyLen3,
|
||||
unsigned NBlockOpLen0,
|
||||
unsigned NBlockOpLen1,
|
||||
unsigned NBlockOpLen2,
|
||||
unsigned NBlockOpLen3,
|
||||
unsigned BlockSize,
|
||||
unsigned GridSize>
|
||||
__global__ void gridwise_convolution(InDesc,
|
||||
TFloat* const __restrict__ p_in,
|
||||
TFloat* const __restrict__ p_in_glb,
|
||||
WeiDesc,
|
||||
TFloat* const __restrict__ p_wei,
|
||||
TFloat* const __restrict__ p_wei_glb,
|
||||
OutDesc,
|
||||
TFloat* __restrict__ p_out)
|
||||
TFloat* __restrict__ p_out_glb)
|
||||
{
|
||||
constexpr auto I0 = Index<0>{};
|
||||
constexpr auto I1 = Index<1>{};
|
||||
@@ -222,13 +222,13 @@ __global__ void gridwise_convolution(InDesc,
|
||||
constexpr auto out_block_lds_desc =
|
||||
make_ConstantTensorDescriptor(out_block_glb_desc.GetLengths());
|
||||
|
||||
constexpr unsigned in_block_size = in_block_lds_desc.GetElementSize();
|
||||
constexpr unsigned wei_block_size = wei_block_lds_desc.GetElementSize();
|
||||
constexpr unsigned out_block_size = out_block_lds_desc.GetElementSize();
|
||||
constexpr unsigned in_block_size = in_block_lds_desc.GetElementSpace();
|
||||
constexpr unsigned wei_block_size = wei_block_lds_desc.GetElementSpace();
|
||||
constexpr unsigned out_block_size = out_block_lds_desc.GetElementSpace();
|
||||
|
||||
__shared__ TFloat p_in_block[in_block_size];
|
||||
__shared__ TFloat p_wei_block[wei_block_size];
|
||||
__shared__ TFloat p_out_block[out_block_size];
|
||||
__shared__ TFloat p_in_block_lds[in_block_size];
|
||||
__shared__ TFloat p_wei_block_lds[wei_block_size];
|
||||
__shared__ TFloat p_out_block_lds[out_block_size];
|
||||
|
||||
const unsigned block_id = blockIdx.x;
|
||||
|
||||
@@ -286,12 +286,12 @@ __global__ void gridwise_convolution(InDesc,
|
||||
// set output tensor in LDS to 0
|
||||
blockwise_4d_tensor_op_unary<TFloat,
|
||||
decltype(out_block_lds_desc),
|
||||
NBlockCopyLen0,
|
||||
NBlockCopyLen1,
|
||||
NBlockCopyLen2,
|
||||
NBlockCopyLen3,
|
||||
NBlockOpLen0,
|
||||
NBlockOpLen1,
|
||||
NBlockOpLen2,
|
||||
NBlockOpLen3,
|
||||
decltype(f_set0),
|
||||
BlockSize>(out_block_lds_desc, p_out_block, f_set0);
|
||||
BlockSize>(out_block_lds_desc, p_out_block_lds, f_set0);
|
||||
|
||||
for(unsigned c_block_work_begin = 0; c_block_work_begin < in_desc.GetLength(I1);
|
||||
c_block_work_begin += CPerBlock)
|
||||
@@ -301,35 +301,35 @@ __global__ void gridwise_convolution(InDesc,
|
||||
blockwise_4d_tensor_op_binary<TFloat,
|
||||
decltype(in_block_glb_desc),
|
||||
decltype(in_block_lds_desc),
|
||||
NBlockCopyLen0,
|
||||
NBlockCopyLen1,
|
||||
NBlockCopyLen2,
|
||||
NBlockCopyLen3,
|
||||
NBlockOpLen0,
|
||||
NBlockOpLen1,
|
||||
NBlockOpLen2,
|
||||
NBlockOpLen3,
|
||||
decltype(f_copy),
|
||||
BlockSize>(
|
||||
in_block_glb_desc,
|
||||
p_in + in_block_glb_desc.Get1dIndex(n_block_work_begin,
|
||||
c_block_work_begin,
|
||||
hi_block_work_begin,
|
||||
wi_block_work_begin),
|
||||
p_in_glb + in_block_glb_desc.Get1dIndex(n_block_work_begin,
|
||||
c_block_work_begin,
|
||||
hi_block_work_begin,
|
||||
wi_block_work_begin),
|
||||
in_block_lds_desc,
|
||||
p_in_block,
|
||||
p_in_block_lds,
|
||||
f_copy);
|
||||
|
||||
// copy weight tensor to LDS
|
||||
blockwise_4d_tensor_op_binary<TFloat,
|
||||
decltype(wei_block_glb_desc),
|
||||
decltype(wei_block_lds_desc),
|
||||
NBlockCopyLen0,
|
||||
NBlockCopyLen1,
|
||||
NBlockCopyLen2,
|
||||
NBlockCopyLen3,
|
||||
NBlockOpLen0,
|
||||
NBlockOpLen1,
|
||||
NBlockOpLen2,
|
||||
NBlockOpLen3,
|
||||
decltype(f_copy),
|
||||
BlockSize>(
|
||||
wei_block_glb_desc,
|
||||
p_wei + wei_block_glb_desc.Get1dIndex(k_block_work_begin, c_block_work_begin, 0, 0),
|
||||
p_wei_glb + wei_block_glb_desc.Get1dIndex(k_block_work_begin, c_block_work_begin, 0, 0),
|
||||
wei_block_lds_desc,
|
||||
p_wei_block,
|
||||
p_wei_block_lds,
|
||||
f_copy);
|
||||
|
||||
#if 1
|
||||
@@ -344,11 +344,11 @@ __global__ void gridwise_convolution(InDesc,
|
||||
OutTileSizeH,
|
||||
OutTileSizeW,
|
||||
BlockSize>(in_block_lds_desc,
|
||||
p_in_block,
|
||||
p_in_block_lds,
|
||||
wei_block_lds_desc,
|
||||
p_wei_block,
|
||||
p_wei_block_lds,
|
||||
out_block_lds_desc,
|
||||
p_out_block);
|
||||
p_out_block_lds);
|
||||
|
||||
#if 1
|
||||
__syncthreads();
|
||||
@@ -359,16 +359,16 @@ __global__ void gridwise_convolution(InDesc,
|
||||
blockwise_4d_tensor_op_binary<TFloat,
|
||||
decltype(out_block_lds_desc),
|
||||
decltype(out_block_glb_desc),
|
||||
NBlockCopyLen0,
|
||||
NBlockCopyLen1,
|
||||
NBlockCopyLen2,
|
||||
NBlockCopyLen3,
|
||||
NBlockOpLen0,
|
||||
NBlockOpLen1,
|
||||
NBlockOpLen2,
|
||||
NBlockOpLen3,
|
||||
decltype(f_copy),
|
||||
BlockSize>(
|
||||
out_block_lds_desc,
|
||||
p_out_block,
|
||||
p_out_block_lds,
|
||||
out_block_glb_desc,
|
||||
p_out +
|
||||
p_out_glb +
|
||||
out_block_glb_desc.Get1dIndex(
|
||||
n_block_work_begin, k_block_work_begin, ho_block_work_begin, wo_block_work_begin),
|
||||
f_copy);
|
||||
|
||||
Reference in New Issue
Block a user