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-rw-r--r--reference_model/src/generate/generate_dot_product.cc59
1 files changed, 59 insertions, 0 deletions
diff --git a/reference_model/src/generate/generate_dot_product.cc b/reference_model/src/generate/generate_dot_product.cc
index 7337969..117d49d 100644
--- a/reference_model/src/generate/generate_dot_product.cc
+++ b/reference_model/src/generate/generate_dot_product.cc
@@ -963,6 +963,63 @@ bool generateFFT2D(const TosaReference::GenerateConfig& cfg,
return true;
}
+//---------------------------------------------------------------------------//
+// RFFT2D //
+//---------------------------------------------------------------------------//
+
+template <typename DataType>
+bool generateRFFT2DReal(const TosaReference::GenerateConfig& cfg,
+ TosaReference::IDotProductGenerator& generator,
+ DataType* data,
+ size_t size)
+{
+ const int64_t T = TosaReference::numElementsFromShape(cfg.shape);
+ const uint32_t H = cfg.shape[1];
+ const uint32_t W = cfg.shape[2];
+
+ for (int64_t t = 0; t < T; ++t)
+ {
+ uint32_t x = t % W;
+ uint32_t y = (t / W) % H;
+ uint32_t k = y * W + x;
+
+ data[t] = static_cast<DataType>(generator(k));
+ }
+ return true;
+}
+
+bool generateRFFT2D(const TosaReference::GenerateConfig& cfg,
+ TosaReference::IDotProductGenerator& generator,
+ void* data,
+ size_t size)
+{
+ if (cfg.shape.size() != 3)
+ {
+ WARNING("[Generator][DP][RFFT2D] Tensor shape expected 3 dimensions.");
+ return false;
+ }
+
+ switch (cfg.dataType)
+ {
+ case DType::DType_FP32: {
+ float* outData = reinterpret_cast<float*>(data);
+ switch (cfg.inputPos)
+ {
+ case 0:
+ return generateRFFT2DReal(cfg, generator, outData, size);
+ default:
+ WARNING("[Generator][DP][RFFT2D] Invalid input tensor slot position to operator.");
+ return false;
+ }
+ break;
+ }
+ default:
+ WARNING("[Generator][DP][RFFT2D] Only supports FP32.");
+ return false;
+ }
+
+ return true;
+}
} // namespace
namespace TosaReference
@@ -1003,6 +1060,8 @@ bool generateDotProduct(const GenerateConfig& cfg, void* data, size_t size)
return generateConv3D(cfg, *generator, data, size);
case tosa::Op_FFT2D:
return generateFFT2D(cfg, *generator, data, size);
+ case tosa::Op_RFFT2D:
+ return generateRFFT2D(cfg, *generator, data, size);
default:
WARNING("[Generator][DP] Unsupported operator.");
return false;