Initial checkin of TOSA reference_model and tests
Change-Id: I2f8e7fa63e2ae40203e57d2cc8814bde3b312cb6
Signed-off-by: Eric Kunze <eric.kunze@arm.com>
diff --git a/reference_model/src/ops/activation_funcs.h b/reference_model/src/ops/activation_funcs.h
new file mode 100644
index 0000000..b051b9d
--- /dev/null
+++ b/reference_model/src/ops/activation_funcs.h
@@ -0,0 +1,101 @@
+
+// Copyright (c) 2020, ARM Limited.
+//
+// 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.
+
+#ifndef OPS_ACTIVATION_FUNCS_H
+#define OPS_ACTIVATION_FUNCS_H
+
+#include "ewise_unary.h"
+#include "graph_node.h"
+
+using namespace tosa;
+
+namespace TosaReference
+{
+
+template <int Rank, DType Dtype>
+class OpClamp : public UnaryNode<Rank, Dtype>
+{
+public:
+ OpClamp(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_)
+ : UnaryNode<Rank, Dtype>(Op_CLAMP, id_)
+ {
+ INIT_ATTRIBUTE(Clamp);
+ register_fcn();
+ }
+ static constexpr int32_t QMin = GetQMin<Dtype>::value;
+ static constexpr int32_t QMax = GetQMax<Dtype>::value;
+ using InEigenType = typename GetEigenType<Dtype>::type;
+ using OutEigenType = typename GetEigenType<Dtype>::type;
+ virtual int register_fcn();
+
+protected:
+ TosaClampAttribute* attribute;
+};
+
+template <int Rank, DType Dtype>
+class OpReluN : public UnaryNode<Rank, Dtype>
+{
+public:
+ OpReluN(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_)
+ : UnaryNode<Rank, Dtype>(Op_RELUN, id_)
+ {
+ INIT_ATTRIBUTE(ReluN);
+ register_fcn();
+ }
+ static constexpr int32_t QMin = GetQMin<Dtype>::value;
+ static constexpr int32_t QMax = GetQMax<Dtype>::value;
+ using InEigenType = typename GetEigenType<Dtype>::type;
+ using OutEigenType = typename GetEigenType<Dtype>::type;
+ virtual int register_fcn();
+
+protected:
+ TosaReluNAttribute* attribute;
+};
+
+template <int Rank, DType Dtype>
+class OpSigmoid : public UnaryNode<Rank, Dtype>
+{
+public:
+ OpSigmoid(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_)
+ : UnaryNode<Rank, Dtype>(Op_SIGMOID, id_)
+ {
+ register_fcn();
+ }
+ static constexpr int32_t QMin = GetQMin<Dtype>::value;
+ static constexpr int32_t QMax = GetQMax<Dtype>::value;
+ using InEigenType = typename GetEigenType<Dtype>::type;
+ using OutEigenType = typename GetEigenType<Dtype>::type;
+ virtual int register_fcn();
+};
+
+template <int Rank, DType Dtype>
+class OpTanh : public UnaryNode<Rank, Dtype>
+{
+public:
+ OpTanh(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_)
+ : UnaryNode<Rank, Dtype>(Op_TANH, id_)
+ {
+ register_fcn();
+ }
+ static constexpr int32_t QMin = GetQMin<Dtype>::value;
+ static constexpr int32_t QMax = GetQMax<Dtype>::value;
+ using InEigenType = typename GetEigenType<Dtype>::type;
+ using OutEigenType = typename GetEigenType<Dtype>::type;
+ virtual int register_fcn();
+};
+
+}; // namespace TosaReference
+
+#endif