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+# Copyright (C) 2021 Arm Limited or its affiliates. All rights reserved.
+#
+# SPDX-License-Identifier: Apache-2.0
+#
+# 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
+#
+# 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.
+# Description:
+# Utlity function for reading .tosa and .tflite files
+from .operation import Op
+from .operation import Operation
+
+
+def decode_str(s):
+ if s is None:
+ return ""
+ return s.decode("utf-8")
+
+
+def clone_and_reshape_tensor(src_tens, reorder, set_unique):
+ tens = src_tens.clone("_reshape", set_unique)
+ tens.shape = [src_tens.shape[idx] for idx in reorder]
+ tens.bandwidth_shape = tens.shape
+ tens.storage_shape = tens.shape
+
+ if tens.values is not None:
+ tens.values = tens.values.transpose(reorder)
+
+ if tens.quant_values is not None:
+ tens.quant_values = tens.quant_values.transpose(reorder)
+
+ op = Operation(Op.Const, tens.name)
+ op.set_output_tensor(tens)
+ return tens
+
+
+# Fix up tensors without operations. Generate either Placeholder or Constant ops
+def fixup_tensors(input_tensors, tensors):
+ for tens in input_tensors:
+ if len(tens.ops) and tens.ops[0].type == Op.Const:
+ break
+
+ if tens.ops != []:
+ tens.error("This subgraph input tensor has unexpected driving operators.")
+
+ op = Operation(Op.Placeholder, tens.name)
+ op.set_output_tensor(tens)
+
+ for tens in tensors:
+ if not tens.ops:
+ op = Operation(Op.Const, tens.name)
+ op.set_output_tensor(tens)