summaryrefslogtreecommitdiff
path: root/runtime/onert/backend/cpu/kernel/DepthwiseConvolutionLayer.h
diff options
context:
space:
mode:
Diffstat (limited to 'runtime/onert/backend/cpu/kernel/DepthwiseConvolutionLayer.h')
-rw-r--r--runtime/onert/backend/cpu/kernel/DepthwiseConvolutionLayer.h83
1 files changed, 83 insertions, 0 deletions
diff --git a/runtime/onert/backend/cpu/kernel/DepthwiseConvolutionLayer.h b/runtime/onert/backend/cpu/kernel/DepthwiseConvolutionLayer.h
new file mode 100644
index 000000000..dcc3762cc
--- /dev/null
+++ b/runtime/onert/backend/cpu/kernel/DepthwiseConvolutionLayer.h
@@ -0,0 +1,83 @@
+/*
+ * Copyright (c) 2019 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.
+ */
+
+#ifndef __ONERT_KERNEL_CPU_DEPTHWISECONVOLUTIONLAYER_H__
+#define __ONERT_KERNEL_CPU_DEPTHWISECONVOLUTIONLAYER_H__
+
+#include "../operand/Tensor.h"
+#include "OperationUtils.h"
+
+#include <exec/IFunction.h>
+
+namespace onert
+{
+namespace backend
+{
+namespace cpu
+{
+namespace kernel
+{
+
+class DepthwiseConvolutionLayer : public ::onert::exec::IFunction
+{
+public:
+ DepthwiseConvolutionLayer();
+
+public:
+ void convFloat32();
+
+ void convQuant8();
+
+ void configure(const operand::Tensor *input, const operand::Tensor *kernel,
+ const operand::Tensor *bias, const uint32_t paddingLeft,
+ const uint32_t paddingRight, const uint32_t paddingTop,
+ const uint32_t paddingBottom, const uint32_t strideW, const uint32_t strideH,
+ const uint32_t multiplier, const ir::Activation activation,
+ operand::Tensor *output);
+
+ void run();
+ void runSync()
+ {
+ // this abstract method is used just for profiling and called for
+ // backend::acl_common::AclFunction
+ run();
+ }
+
+private:
+ const operand::Tensor *_input;
+ const operand::Tensor *_kernel;
+ const operand::Tensor *_bias;
+ operand::Tensor *_output;
+
+ uint32_t _paddingLeft;
+ uint32_t _paddingTop;
+ uint32_t _paddingRight;
+ uint32_t _paddingBottom;
+
+ uint32_t _strideWidth;
+ uint32_t _strideHeight;
+
+ uint32_t _multiplier;
+
+ ir::Activation _activation;
+};
+
+} // namespace kernel
+} // namespace cpu
+} // namespace backend
+} // namespace onert
+
+#endif // __ONERT_KERNEL_CPU_DEPTHWISECONVOLUTIONLAYER_H__