Replace AllOpsResolver usage with new solution

AllOpsResolver is no longer available. Create a new similar fallback
solution that is based on a MicroMutableOpResolver instance instead.

Change-Id: I398d0d99c4d0a5230ab1435796e1e1c6dea47f8f

2 files changed, 126 insertions, 5 deletions

diff --git a/applications/inference_process/src/inference_process.cpp b/applications/inference_process/src/inference_process.cpp
index 3cbc8e0..ead99e7 100644
--- a/applications/inference_process/src/inference_process.cpp
+++ b/applications/inference_process/src/inference_process.cpp
@@ -17,7 +17,7 @@
  */
 
 #ifndef INFERENCE_PROCESS_OPS_RESOLVER
-#include "tensorflow/lite/micro/all_ops_resolver.h"
+#include "micro_mutable_all_ops_resolver.h"
 #else
 #define _STRINGIFY(a) #a
 #define STRINGIFY(a)  _STRINGIFY(a)
@@ -150,11 +150,7 @@ bool InferenceProcess::runJob(InferenceJob &job) {
     }
 
     // Create the TFL micro interpreter
-#ifndef INFERENCE_PROCESS_OPS_RESOLVER
-    tflite::AllOpsResolver resolver;
-#else
     tflite::MicroMutableOpResolver<kNumberOperators> resolver = get_resolver();
-#endif
     tflite::ArmProfiler profiler;
     tflite::MicroInterpreter interpreter(model, resolver, tensorArena, tensorArenaSize, nullptr, &profiler);
 
diff --git a/applications/inference_process/src/micro_mutable_all_ops_resolver.h b/applications/inference_process/src/micro_mutable_all_ops_resolver.h
new file mode 100644
index 0000000..7664a09
--- /dev/null
+++ b/applications/inference_process/src/micro_mutable_all_ops_resolver.h
@@ -0,0 +1,125 @@
+/* Copyright 2023 The TensorFlow Authors. All Rights Reserved.
+   Copyright 2023 Arm Limited and/or its affiliates <open-source-office@arm.com>
+
+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.
+==============================================================================*/
+
+#pragma once
+
+#include <tensorflow/lite/micro/micro_mutable_op_resolver.h>
+
+constexpr int kNumberOperators = 97;
+
+inline tflite::MicroMutableOpResolver<kNumberOperators> get_resolver() {
+    tflite::MicroMutableOpResolver<kNumberOperators> micro_op_resolver;
+
+    micro_op_resolver.AddAbs();
+    micro_op_resolver.AddAdd();
+    micro_op_resolver.AddAddN();
+    micro_op_resolver.AddArgMax();
+    micro_op_resolver.AddArgMin();
+    micro_op_resolver.AddAssignVariable();
+    micro_op_resolver.AddAveragePool2D();
+    micro_op_resolver.AddBatchToSpaceNd();
+    micro_op_resolver.AddBroadcastArgs();
+    micro_op_resolver.AddBroadcastTo();
+    micro_op_resolver.AddCallOnce();
+    micro_op_resolver.AddCast();
+    micro_op_resolver.AddCeil();
+    micro_op_resolver.AddCircularBuffer();
+    micro_op_resolver.AddConcatenation();
+    micro_op_resolver.AddConv2D();
+    micro_op_resolver.AddCos();
+    micro_op_resolver.AddCumSum();
+    micro_op_resolver.AddDepthToSpace();
+    micro_op_resolver.AddDepthwiseConv2D();
+    micro_op_resolver.AddDequantize();
+    micro_op_resolver.AddDetectionPostprocess();
+    micro_op_resolver.AddDiv();
+    micro_op_resolver.AddElu();
+    micro_op_resolver.AddEqual();
+    micro_op_resolver.AddEthosU();
+    micro_op_resolver.AddExp();
+    micro_op_resolver.AddExpandDims();
+    micro_op_resolver.AddFill();
+    micro_op_resolver.AddFloor();
+    micro_op_resolver.AddFloorDiv();
+    micro_op_resolver.AddFloorMod();
+    micro_op_resolver.AddFullyConnected();
+    micro_op_resolver.AddGather();
+    micro_op_resolver.AddGatherNd();
+    micro_op_resolver.AddGreater();
+    micro_op_resolver.AddGreaterEqual();
+    micro_op_resolver.AddHardSwish();
+    micro_op_resolver.AddIf();
+    micro_op_resolver.AddL2Normalization();
+    micro_op_resolver.AddL2Pool2D();
+    micro_op_resolver.AddLeakyRelu();
+    micro_op_resolver.AddLess();
+    micro_op_resolver.AddLessEqual();
+    micro_op_resolver.AddLog();
+    micro_op_resolver.AddLogicalAnd();
+    micro_op_resolver.AddLogicalNot();
+    micro_op_resolver.AddLogicalOr();
+    micro_op_resolver.AddLogistic();
+    micro_op_resolver.AddLogSoftmax();
+    micro_op_resolver.AddMaxPool2D();
+    micro_op_resolver.AddMaximum();
+    micro_op_resolver.AddMean();
+    micro_op_resolver.AddMinimum();
+    micro_op_resolver.AddMirrorPad();
+    micro_op_resolver.AddMul();
+    micro_op_resolver.AddNeg();
+    micro_op_resolver.AddNotEqual();
+    micro_op_resolver.AddPack();
+    micro_op_resolver.AddPad();
+    micro_op_resolver.AddPadV2();
+    micro_op_resolver.AddPrelu();
+    micro_op_resolver.AddQuantize();
+    micro_op_resolver.AddReadVariable();
+    micro_op_resolver.AddReduceMax();
+    micro_op_resolver.AddRelu();
+    micro_op_resolver.AddRelu6();
+    micro_op_resolver.AddReshape();
+    micro_op_resolver.AddResizeBilinear();
+    micro_op_resolver.AddResizeNearestNeighbor();
+    micro_op_resolver.AddRound();
+    micro_op_resolver.AddRsqrt();
+    micro_op_resolver.AddSelectV2();
+    micro_op_resolver.AddShape();
+    micro_op_resolver.AddSin();
+    micro_op_resolver.AddSlice();
+    micro_op_resolver.AddSoftmax();
+    micro_op_resolver.AddSpaceToBatchNd();
+    micro_op_resolver.AddSpaceToDepth();
+    micro_op_resolver.AddSplit();
+    micro_op_resolver.AddSplitV();
+    micro_op_resolver.AddSqrt();
+    micro_op_resolver.AddSquare();
+    micro_op_resolver.AddSquaredDifference();
+    micro_op_resolver.AddSqueeze();
+    micro_op_resolver.AddStridedSlice();
+    micro_op_resolver.AddSub();
+    micro_op_resolver.AddSum();
+    micro_op_resolver.AddSvdf();
+    micro_op_resolver.AddTanh();
+    micro_op_resolver.AddTranspose();
+    micro_op_resolver.AddTransposeConv();
+    micro_op_resolver.AddUnidirectionalSequenceLSTM();
+    micro_op_resolver.AddUnpack();
+    micro_op_resolver.AddVarHandle();
+    micro_op_resolver.AddWhile();
+    micro_op_resolver.AddZerosLike();
+
+    return micro_op_resolver;
+}