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authorCedric Nugteren <web@cedricnugteren.nl>2018-09-07 22:04:08 +0200
committerCedric Nugteren <web@cedricnugteren.nl>2018-09-07 22:04:08 +0200
commitbbb4523b7cc664ad64cc17f7381e6bbfb0874f06 (patch)
tree2a7432fd718400cae3563d5ffb9f4f1b594c5b96
parentc788e040f7f4e46d9f03644cadb65788fe42571e (diff)
Added reference implementation for xCONVGEMM for half-precision
-rw-r--r--test/routines/levelx/xconvgemm.hpp22
1 files changed, 22 insertions, 0 deletions
diff --git a/test/routines/levelx/xconvgemm.hpp b/test/routines/levelx/xconvgemm.hpp
index 7233f7b6..7fa4e701 100644
--- a/test/routines/levelx/xconvgemm.hpp
+++ b/test/routines/levelx/xconvgemm.hpp
@@ -214,6 +214,28 @@ StatusCode RunReference(const Arguments<T> &args, BuffersHost<T> &buffers_host)
return StatusCode::kSuccess;
}
+// Half-precision version calling the above reference implementation after conversions
+template <>
+StatusCode RunReference<half>(const Arguments<half> &args, BuffersHost<half> &buffers_host) {
+ auto a_buffer2 = HalfToFloatBuffer(buffers_host.a_mat);
+ auto b_buffer2 = HalfToFloatBuffer(buffers_host.b_mat);
+ auto c_buffer2 = HalfToFloatBuffer(buffers_host.c_mat);
+ auto dummy = std::vector<float>(0);
+ auto buffers2 = BuffersHost<float>{dummy, dummy, a_buffer2, b_buffer2, c_buffer2, dummy, dummy};
+ auto args2 = Arguments<float>();
+ args2.a_size = args.a_size; args2.b_size = args.b_size; args2.c_size = args.c_size;
+ args2.channels = args.channels; args2.height = args.height; args2.width = args.width;
+ args2.kernel_h = args.kernel_h; args2.kernel_w = args.kernel_w;
+ args2.pad_h = args.pad_h; args2.pad_w = args.pad_w;
+ args2.stride_h = args.stride_h; args2.stride_w = args.stride_w;
+ args2.dilation_h = args.dilation_h; args2.dilation_w = args.dilation_w;
+ args2.num_kernels = args.num_kernels; args2.batch_count = args.batch_count;
+ args2.a_offset = args.a_offset; args2.b_offset = args.b_offset; args2.c_offset = args.c_offset;
+ auto status = RunReference(args2, buffers2);
+ FloatToHalfBuffer(buffers_host.c_mat, buffers2.c_mat);
+ return status;
+}
+
// =================================================================================================
} // namespace clblast