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authorCedric Nugteren <web@cedricnugteren.nl>2018-01-07 14:58:45 +0100
committerCedric Nugteren <web@cedricnugteren.nl>2018-01-07 14:58:45 +0100
commit13f0f6fc6e612a5f77c6fd78b983f1b2bb8e36b6 (patch)
treea0d10ec2fddf436ac2d156c3d1ba724157a1f03e /src/routines/levelx
parent9fb2c61b256ccf66b6a7b6f605008125288d60cf (diff)
Implemented direct version of strided-batched GEMM kernel
Diffstat (limited to 'src/routines/levelx')
-rw-r--r--src/routines/levelx/xgemmstridedbatched.cpp36
1 files changed, 19 insertions, 17 deletions
diff --git a/src/routines/levelx/xgemmstridedbatched.cpp b/src/routines/levelx/xgemmstridedbatched.cpp
index 3ea52980..ddf7d878 100644
--- a/src/routines/levelx/xgemmstridedbatched.cpp
+++ b/src/routines/levelx/xgemmstridedbatched.cpp
@@ -112,6 +112,7 @@ void XgemmStridedBatched<T>::BatchedGemmIndirect(const size_t m, const size_t n,
const size_t b_one, const size_t b_two,
const size_t c_one, const size_t c_two,
const size_t batch_count) {
+ /* TODO
// Calculates the ceiled versions of m, n, and k
const auto m_ceiled = Ceil(Ceil(m, db_["MWG"]), db_["VWM"]);
const auto n_ceiled = Ceil(Ceil(n, db_["NWG"]), db_["VWN"]);
@@ -123,7 +124,6 @@ void XgemmStridedBatched<T>::BatchedGemmIndirect(const size_t m, const size_t n,
Xgemm<T>::CalculateInternalDimensions(m, n, k, db_["MWG"], db_["NWG"], db_["KWG"],
a_one_i, a_two_i, b_one_i, b_two_i, c_one_i, c_two_i);
- /* TODO
// Sets the "internal" offsets, i.e. the perfect offsets
auto a_offsets_i = 0;//std::vector<int>(batch_count);
auto b_offsets_i = 0;//std::vector<int>(batch_count);
@@ -244,30 +244,33 @@ void XgemmStridedBatched<T>::BatchedGemmDirect(const size_t m, const size_t n, c
const bool a_do_transpose, const bool b_do_transpose, const bool c_do_transpose,
const bool a_conjugate, const bool b_conjugate,
const size_t batch_count) {
-/* TODO
+
// Retrieves the proper XgemmDirect kernel from the compiled binary
- const auto name = (a_do_transpose) ? (b_do_transpose ? "XgemmDirectBatchedTT" : "XgemmDirectBatchedTN") :
- (b_do_transpose ? "XgemmDirectBatchedNT" : "XgemmDirectBatchedNN");
+ const auto name = (a_do_transpose) ? (b_do_transpose ? "XgemmDirectStridedBatchedTT" : "XgemmDirectStridedBatchedTN") :
+ (b_do_transpose ? "XgemmDirectStridedBatchedNT" : "XgemmDirectStridedBatchedNN");
auto kernel = Kernel(program_, name);
// Sets the kernel arguments
kernel.SetArgument(0, static_cast<int>(m));
kernel.SetArgument(1, static_cast<int>(n));
kernel.SetArgument(2, static_cast<int>(k));
- kernel.SetArgument(3, alpha);
- kernel.SetArgument(4, beta);
+ kernel.SetArgument(3, GetRealArg(alpha));
+ kernel.SetArgument(4, GetRealArg(beta));
kernel.SetArgument(5, a_buffer());
- kernel.SetArgument(6, a_offset);
+ kernel.SetArgument(6, static_cast<int>(a_offset));
kernel.SetArgument(7, static_cast<int>(a_ld));
- kernel.SetArgument(8, b_buffer());
- kernel.SetArgument(9, b_offset);
- kernel.SetArgument(10, static_cast<int>(b_ld));
- kernel.SetArgument(11, c_buffer());
- kernel.SetArgument(12, c_offset);
- kernel.SetArgument(13, static_cast<int>(c_ld));
- kernel.SetArgument(14, static_cast<int>(c_do_transpose));
- kernel.SetArgument(15, static_cast<int>(a_conjugate));
- kernel.SetArgument(16, static_cast<int>(b_conjugate));
+ kernel.SetArgument(8, static_cast<int>(a_stride));
+ kernel.SetArgument(9, b_buffer());
+ kernel.SetArgument(10, static_cast<int>(b_offset));
+ kernel.SetArgument(11, static_cast<int>(b_ld));
+ kernel.SetArgument(12, static_cast<int>(b_stride));
+ kernel.SetArgument(13, c_buffer());
+ kernel.SetArgument(14, static_cast<int>(c_offset));
+ kernel.SetArgument(15, static_cast<int>(c_ld));
+ kernel.SetArgument(16, static_cast<int>(c_stride));
+ kernel.SetArgument(17, static_cast<int>(c_do_transpose));
+ kernel.SetArgument(18, static_cast<int>(a_conjugate));
+ kernel.SetArgument(19, static_cast<int>(b_conjugate));
// Computes the global and local thread sizes
const auto m_ceiled = Ceil(m, db_["WGD"]);
@@ -281,7 +284,6 @@ void XgemmStridedBatched<T>::BatchedGemmDirect(const size_t m, const size_t n, c
// Launches the kernel
RunKernel(kernel, queue_, device_, global, local, event_);
- */
}
// =================================================================================================