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-rw-r--r--src/routines/levelx/xaxpybatched.cpp59
1 files changed, 49 insertions, 10 deletions
diff --git a/src/routines/levelx/xaxpybatched.cpp b/src/routines/levelx/xaxpybatched.cpp
index 55458f43..8089cdc6 100644
--- a/src/routines/levelx/xaxpybatched.cpp
+++ b/src/routines/levelx/xaxpybatched.cpp
@@ -22,7 +22,10 @@ namespace clblast {
// Constructor: forwards to base class constructor
template <typename T>
XaxpyBatched<T>::XaxpyBatched(Queue &queue, EventPointer event, const std::string &name):
- Xaxpy<T>(queue, event, name) {
+ Routine(queue, event, name, {"Xaxpy"}, PrecisionValue<T>(), {}, {
+ #include "../../kernels/level1/level1.opencl"
+ #include "../../kernels/level1/xaxpy.opencl"
+ }) {
}
// =================================================================================================
@@ -30,19 +33,55 @@ XaxpyBatched<T>::XaxpyBatched(Queue &queue, EventPointer event, const std::strin
// The main routine
template <typename T>
void XaxpyBatched<T>::DoAxpyBatched(const size_t n, const std::vector<T> &alphas,
- const std::vector<Buffer<T>> &x_buffers, const size_t x_inc,
- const std::vector<Buffer<T>> &y_buffers, const size_t y_inc,
+ const Buffer<T> &x_buffer, const std::vector<size_t> &x_offsets, const size_t x_inc,
+ const Buffer<T> &y_buffer, const std::vector<size_t> &y_offsets, const size_t y_inc,
const size_t batch_count) {
- if (batch_count < 1) { throw BLASError(StatusCode::kInvalidBatchCount); }
- if (alphas.size() != batch_count) { throw BLASError(StatusCode::kInvalidBatchCount); }
- if (x_buffers.size() != batch_count) { throw BLASError(StatusCode::kInvalidBatchCount); }
- if (y_buffers.size() != batch_count) { throw BLASError(StatusCode::kInvalidBatchCount); }
+
+ // Tests for a valid batch count
+ if ((batch_count < 1) || (alphas.size() != batch_count) ||
+ (x_offsets.size() != batch_count) || (y_offsets.size() != batch_count)) {
+ throw BLASError(StatusCode::kInvalidBatchCount);
+ }
+
+ // Makes sure all dimensions are larger than zero
+ if (n == 0) { throw BLASError(StatusCode::kInvalidDimension); }
+
+ // Tests the vectors for validity
+ for (auto batch = size_t{0}; batch < batch_count; ++batch) {
+ TestVectorX(n, x_buffer, x_offsets[batch], x_inc);
+ TestVectorY(n, y_buffer, y_offsets[batch], y_inc);
+ }
+
+ // Upload the arguments to the device
+ std::vector<int> x_offsets_int(x_offsets.begin(), x_offsets.end());
+ std::vector<int> y_offsets_int(y_offsets.begin(), y_offsets.end());
+ auto x_offsets_device = Buffer<int>(context_, BufferAccess::kReadOnly, batch_count);
+ auto y_offsets_device = Buffer<int>(context_, BufferAccess::kReadOnly, batch_count);
+ x_offsets_device.Write(queue_, batch_count, x_offsets_int);
+ y_offsets_device.Write(queue_, batch_count, y_offsets_int);
+
+ // Retrieves the Xaxpy kernel from the compiled binary
+ auto kernel = Kernel(program_, "XaxpyBatched");
// Naive implementation: calls regular Axpy multiple times
for (auto batch = size_t{0}; batch < batch_count; ++batch) {
- DoAxpy(n, alphas[batch],
- x_buffers[batch], 0, x_inc,
- y_buffers[batch], 0, y_inc);
+
+ // Sets the kernel arguments
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, GetRealArg(alphas[batch]));
+ kernel.SetArgument(2, x_buffer());
+ kernel.SetArgument(3, static_cast<int>(x_offsets[batch]));
+ kernel.SetArgument(4, static_cast<int>(x_inc));
+ kernel.SetArgument(5, y_buffer());
+ kernel.SetArgument(6, static_cast<int>(y_offsets[batch]));
+ kernel.SetArgument(7, static_cast<int>(y_inc));
+ kernel.SetArgument(8, static_cast<int>(batch));
+
+ // Launches the kernel
+ auto n_ceiled = Ceil(n, db_["WGS"]*db_["WPT"]);
+ auto global = std::vector<size_t>{n_ceiled/db_["WPT"]};
+ auto local = std::vector<size_t>{db_["WGS"]};
+ RunKernel(kernel, queue_, device_, global, local, event_);
}
}