1 files changed, 58 insertions, 0 deletions
diff --git a/compiler/nnsuite/conv/model/src/RandomModel.cpp b/compiler/nnsuite/conv/model/src/RandomModel.cpp
new file mode 100644
index 000000000..7b15d4c96
--- /dev/null
+++ b/compiler/nnsuite/conv/model/src/RandomModel.cpp
@@ -0,0 +1,58 @@
+/*
+ * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "nnsuite/conv/RandomModel.h"
+
+#include <nncc/core/ADT/kernel/NCHWLayout.h>
+
+#include <random>
+
+using namespace nncc::core::ADT;
+
+namespace nnsuite
+{
+namespace conv
+{
+
+RandomModel::RandomModel(int32_t seed)
+    : _ifm_shape{1, 8, 8}, _ifm_name{"ifm"}, _ofm_name{"ofm"}, _ofm_shape{2, 6, 6},
+      _ker_buffer{kernel::Shape{2, 1, 3, 3}, kernel::NCHWLayout{}}
+{
+  std::default_random_engine gen{static_cast<uint32_t>(seed)};
+  std::normal_distribution<float> dist{0.0f, 1.0f};
+
+  const uint32_t N = _ker_buffer.shape().count();
+  const uint32_t C = _ker_buffer.shape().depth();
+  const uint32_t H = _ker_buffer.shape().height();
+  const uint32_t W = _ker_buffer.shape().width();
+
+  for (uint32_t n = 0; n < N; ++n)
+  {
+    for (uint32_t ch = 0; ch < C; ++ch)
+    {
+      for (uint32_t row = 0; row < H; ++row)
+      {
+        for (uint32_t col = 0; col < W; ++col)
+        {
+          _ker_buffer.at(n, ch, row, col) = dist(gen);
+        }
+      }
+    }
+  }
+}
+
+} // namespace conv
+} // namespace nnsuite