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-rw-r--r--compute_kernel_writer/src/cl/CLKernelWriter.cpp126
1 files changed, 126 insertions, 0 deletions
diff --git a/compute_kernel_writer/src/cl/CLKernelWriter.cpp b/compute_kernel_writer/src/cl/CLKernelWriter.cpp
index 88ada37d71..b4df5c5f50 100644
--- a/compute_kernel_writer/src/cl/CLKernelWriter.cpp
+++ b/compute_kernel_writer/src/cl/CLKernelWriter.cpp
@@ -25,12 +25,18 @@
#include "src/cl/CLKernelWriter.h"
#include "ckw/Error.h"
#include "ckw/Kernel.h"
+#include "ckw/TensorSampler.h"
#include "ckw/TileOperand.h"
+#include "ckw/types/MemoryOperation.h"
#include "ckw/types/TargetLanguage.h"
#include "src/ITensorComponent.h"
#include "src/cl/CLHelpers.h"
#include "src/cl/CLTensorArgument.h"
#include "src/cl/CLTile.h"
+#include "src/cl/helpers/CLMemoryOpBufferHelper.h"
+#include "src/cl/helpers/CLMemoryOpImage2dHelper.h"
+#include "src/cl/helpers/ICLMemoryOpHelper.h"
+
#include <cstdint>
namespace ckw
@@ -160,4 +166,124 @@ void CLKernelWriter::op_write_raw_code(const std::string &raw_code)
append_code(raw_code);
}
+const CLTile &CLKernelWriter::to_cl_tile(const TileOperand &operand)
+{
+ const auto &tile = get_tile(operand);
+#ifdef COMPUTE_KERNEL_WRITER_ASSERTS_ENABLED
+ // Check if the tile is a CLTile created by this kernel writer.
+ {
+ bool found = false;
+ for(const auto &t : _tiles)
+ {
+ if(&tile == t.get())
+ {
+ found = true;
+ break;
+ }
+ }
+ if(!found)
+ {
+ for(const auto &t : _tensors)
+ {
+ const auto components = t->components();
+ for(const auto component : components)
+ {
+ if(&tile == &component->tile())
+ {
+ found = true;
+ break;
+ }
+ }
+ }
+ }
+ CKW_ASSERT_MSG(found, "The tile is not found!");
+ }
+#endif // COMPUTE_KERNEL_WRITER_ASSERTS_ENABLED
+ return static_cast<const CLTile &>(tile);
+}
+
+void CLKernelWriter::op_load(const TileOperand &tile_op, const TensorOperand &tensor_op, TensorSampler &sampler,
+ const TileOperand &x, const TileOperand &y, const TileOperand &z, const TileOperand &batch)
+{
+ const CLTile dilation_x("1", DataType::Int32);
+ const CLTile dilation_y("1", DataType::Int32);
+
+ op_load_store(MemoryOperation::Load, tile_op, tensor_op, sampler, x, y, z, batch, dilation_x, dilation_y);
+}
+
+void CLKernelWriter::op_load_dilated(const TileOperand &tile_op, const TensorOperand &tensor_op, TensorSampler &sampler,
+ const TileOperand &x, const TileOperand &y, const TileOperand &z, const TileOperand &batch,
+ const TileOperand &dilation_x, const TileOperand &dilation_y)
+{
+ const auto &dil_x_tile = to_cl_tile(dilation_x);
+ const auto &dil_y_tile = to_cl_tile(dilation_y);
+
+ op_load_store(MemoryOperation::Load, tile_op, tensor_op, sampler, x, y, z, batch, dil_x_tile, dil_y_tile);
+}
+
+void CLKernelWriter::op_store(const TensorOperand &tensor_op, const TileOperand &tile_op, TensorSampler &sampler,
+ const TileOperand &x, const TileOperand &y, const TileOperand &z, const TileOperand &batch)
+{
+ const CLTile dilation_x("1", DataType::Int32);
+ const CLTile dilation_y("1", DataType::Int32);
+
+ op_load_store(MemoryOperation::Store, tile_op, tensor_op, sampler, x, y, z, batch, dilation_x, dilation_y);
+}
+
+void CLKernelWriter::op_store_dilated(const TensorOperand &tensor_op, const TileOperand &tile_op, TensorSampler &sampler,
+ const TileOperand &x, const TileOperand &y, const TileOperand &z, const TileOperand &batch,
+ const TileOperand &dilation_x, const TileOperand &dilation_y)
+{
+ const auto &dil_x_tile = to_cl_tile(dilation_x);
+ const auto &dil_y_tile = to_cl_tile(dilation_y);
+
+ op_load_store(MemoryOperation::Store, tile_op, tensor_op, sampler, x, y, z, batch, dil_x_tile, dil_y_tile);
+}
+
+void CLKernelWriter::op_load_store(MemoryOperation op, const TileOperand &tile_op, const TensorOperand &tensor_op, TensorSampler &sampler,
+ const TileOperand &x, const TileOperand &y, const TileOperand &z, const TileOperand &batch,
+ const CLTile &dilation_x, const CLTile &dilation_y)
+{
+ CKW_UNUSED(dilation_x);
+ CKW_ASSERT(dilation_x.scalar(0,0).str == "1"); // Dilation in x dimension is not implemented yet
+
+ ITensor &tensor = get_tensor(tensor_op);
+
+ std::unique_ptr<ICLMemoryOpHelper> helper;
+ switch(sampler.storage())
+ {
+ case TensorStorageType::BufferUint8Ptr:
+ helper = std::make_unique<CLMemoryOpBufferHelper>(this, &tensor, &sampler, op);
+ break;
+ case TensorStorageType::Texture2dReadOnly:
+ case TensorStorageType::Texture2dWriteOnly:
+ helper = std::make_unique<CLMemoryOpImage2dHelper>(this, &tensor, &sampler, op);
+ break;
+ default:
+ CKW_THROW_MSG("Unsupported tensor storage");
+ }
+
+ const auto &tile = to_cl_tile(tile_op);
+ const auto &x_tile = to_cl_tile(x);
+ const auto &y_tile = to_cl_tile(y);
+ const auto &z_tile = to_cl_tile(z);
+ const auto &batch_tile = to_cl_tile(batch);
+
+ helper->initialize(&tile, &x_tile, &z_tile, &batch_tile);
+
+ for(int row = 0; row < tile.info().height(); ++row)
+ {
+ std::string coord_y = y_tile.scalar(0, 0).str + " + " + std::to_string(row);
+
+ if(dilation_y.scalar(0, 0).str != "1")
+ {
+ coord_y += " * " + dilation_y.scalar(0, 0).str;
+ }
+
+ helper->write_row(row, coord_y);
+ }
+
+ helper->finalize();
+}
+
} // namespace ckw