summaryrefslogtreecommitdiff
path: root/compiler/circle-inspect/src/Dump.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'compiler/circle-inspect/src/Dump.cpp')
-rw-r--r--compiler/circle-inspect/src/Dump.cpp135
1 files changed, 135 insertions, 0 deletions
diff --git a/compiler/circle-inspect/src/Dump.cpp b/compiler/circle-inspect/src/Dump.cpp
new file mode 100644
index 000000000..fbc092b89
--- /dev/null
+++ b/compiler/circle-inspect/src/Dump.cpp
@@ -0,0 +1,135 @@
+/*
+ * 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.
+ */
+
+#include "Dump.h"
+#include "Reader.h"
+
+#include <ostream>
+
+namespace circleinspect
+{
+
+void DumpOperators::run(std::ostream &os, const circle::Model *model)
+{
+ circleinspect::Reader reader(model);
+
+ assert(reader.num_subgraph() == 1);
+ reader.select_subgraph(0);
+
+ auto ops = reader.operators();
+
+ // dump operators
+ for (uint32_t i = 0; i < ops->Length(); ++i)
+ {
+ const auto op = ops->Get(i);
+
+ auto op_name = reader.opcode_name(op);
+
+ os << op_name << std::endl;
+ }
+}
+
+} // namespace circleinspect
+
+namespace
+{
+
+const circle::Operator *operator_match_output(circleinspect::Reader &reader, const int32_t tensor)
+{
+ auto ops = reader.operators();
+
+ for (uint32_t i = 0; i < ops->Length(); ++i)
+ {
+ const auto op = ops->Get(i);
+
+ const std::vector<int32_t> &outputs = circleinspect::as_index_vector(op->outputs());
+
+ for (auto output : outputs)
+ {
+ if (output == tensor)
+ return op;
+ }
+ }
+ return nullptr;
+}
+
+size_t tensor_buffer_size(circleinspect::Reader &reader, const int32_t tensor_id)
+{
+ auto tensors = reader.tensors();
+
+ if (tensor_id < 0 || tensor_id >= tensors->Length())
+ {
+ throw std::runtime_error("Invalid Tensor ID");
+ }
+
+ auto tensor = tensors->Get(tensor_id);
+ auto buffer_id = tensor->buffer();
+
+ size_t size = reader.buffer_info(buffer_id, nullptr);
+
+ return size;
+}
+
+} // namespace
+
+namespace circleinspect
+{
+
+void DumpConv2DWeight::run(std::ostream &os, const circle::Model *model)
+{
+ circleinspect::Reader reader(model);
+
+ assert(reader.num_subgraph() == 1);
+ reader.select_subgraph(0);
+
+ auto ops = reader.operators();
+
+ // dump Conv2D, DepthwiseConv2D and its weight input operator
+ for (uint32_t i = 0; i < ops->Length(); ++i)
+ {
+ const auto op = ops->Get(i);
+ auto bc = reader.builtin_code(op);
+
+ if (bc == circle::BuiltinOperator_CONV_2D || bc == circle::BuiltinOperator_DEPTHWISE_CONV_2D)
+ {
+ const std::vector<int32_t> &inputs = circleinspect::as_index_vector(op->inputs());
+ if (inputs.size() < 2)
+ {
+ throw std::runtime_error("Operator has invalid input");
+ }
+ auto weight_input = inputs[1]; // Tensor ID of weight input
+
+ const auto op_weight = operator_match_output(reader, weight_input);
+ const auto buffer_size = tensor_buffer_size(reader, weight_input);
+
+ std::string weight_op_name = "?";
+
+ if (op_weight == nullptr && buffer_size > 0)
+ {
+ weight_op_name = "CONST";
+ }
+ else if (op_weight != nullptr)
+ {
+ weight_op_name = reader.opcode_name(op_weight);
+ }
+
+ auto op_name = reader.opcode_name(op);
+ os << op_name << "," << weight_op_name << std::endl;
+ }
+ }
+}
+
+} // namespace circleinspect