commit 442261bf67fa2ec4d86ed3e431a6373787b3e35a
author Jerry Ge <jerry.ge@arm.com> Fri Sep 09 13:38:56 2022 -0700
committer Eric Kunze <eric.kunze@arm.com> Tue Aug 22 17:30:05 2023 +0000
tree d6a802db3c208cb9783cabe58d17aa1ffe12ee52
parent 780ffb5f034a4fd6581a44cd9c3b1cf119f33589

[Serialization_lib] Support StatefulOps for TOSA

- Add variable in TosaTensor to schema file
- Update TosaSerializationTensor regarding variable change
- Rename internal zero_pad() and expose interface as ForceAlignTensorData()

Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I36fa64eb0802cb5b8d3564ea7233460ef8c9f539

include/tosa_generated.h

diff --git a/include/tosa_generated.h b/include/tosa_generated.h
index 22819f1..b2805a8 100644
--- a/include/tosa_generated.h
+++ b/include/tosa_generated.h
@@ -2204,7 +2204,8 @@
     VT_NAME = 4,
     VT_SHAPE = 6,
     VT_TYPE = 8,
-    VT_DATA = 10
+    VT_DATA = 10,
+    VT_VARIABLE = 12
   };
   const ::flatbuffers::String *name() const {
     return GetPointer<const ::flatbuffers::String *>(VT_NAME);
@@ -2218,6 +2219,9 @@
   const ::flatbuffers::Vector<uint8_t> *data() const {
     return GetPointer<const ::flatbuffers::Vector<uint8_t> *>(VT_DATA);
   }
+  bool variable() const {
+    return GetField<uint8_t>(VT_VARIABLE, 0) != 0;
+  }
   bool Verify(::flatbuffers::Verifier &verifier) const {
     return VerifyTableStart(verifier) &&
            VerifyOffset(verifier, VT_NAME) &&
@@ -2227,6 +2231,7 @@
            VerifyField<uint32_t>(verifier, VT_TYPE, 4) &&
            VerifyOffset(verifier, VT_DATA) &&
            verifier.VerifyVector(data()) &&
+           VerifyField<uint8_t>(verifier, VT_VARIABLE, 1) &&
            verifier.EndTable();
   }
 };
@@ -2247,6 +2252,9 @@
   void add_data(::flatbuffers::Offset<::flatbuffers::Vector<uint8_t>> data) {
     fbb_.AddOffset(TosaTensor::VT_DATA, data);
   }
+  void add_variable(bool variable) {
+    fbb_.AddElement<uint8_t>(TosaTensor::VT_VARIABLE, static_cast<uint8_t>(variable), 0);
+  }
   explicit TosaTensorBuilder(::flatbuffers::FlatBufferBuilder &_fbb)
         : fbb_(_fbb) {
     start_ = fbb_.StartTable();
@@ -2263,12 +2271,14 @@
     ::flatbuffers::Offset<::flatbuffers::String> name = 0,
     ::flatbuffers::Offset<::flatbuffers::Vector<int32_t>> shape = 0,
     tosa::DType type = tosa::DType_UNKNOWN,
-    ::flatbuffers::Offset<::flatbuffers::Vector<uint8_t>> data = 0) {
+    ::flatbuffers::Offset<::flatbuffers::Vector<uint8_t>> data = 0,
+    bool variable = false) {
   TosaTensorBuilder builder_(_fbb);
   builder_.add_data(data);
   builder_.add_type(type);
   builder_.add_shape(shape);
   builder_.add_name(name);
+  builder_.add_variable(variable);
   return builder_.Finish();
 }
 
@@ -2277,7 +2287,8 @@
     const char *name = nullptr,
     const std::vector<int32_t> *shape = nullptr,
     tosa::DType type = tosa::DType_UNKNOWN,
-    const std::vector<uint8_t> *data = nullptr) {
+    const std::vector<uint8_t> *data = nullptr,
+    bool variable = false) {
   auto name__ = name ? _fbb.CreateString(name) : 0;
   auto shape__ = shape ? _fbb.CreateVector<int32_t>(*shape) : 0;
   if (data) { _fbb.ForceVectorAlignment(data->size(), sizeof(uint8_t), 8); }
@@ -2287,7 +2298,8 @@
       name__,
       shape__,
       type,
-      data__);
+      data__,
+      variable);
 }
 
 struct TosaOperator FLATBUFFERS_FINAL_CLASS : private ::flatbuffers::Table {

include/tosa_serialization_handler.h

diff --git a/include/tosa_serialization_handler.h b/include/tosa_serialization_handler.h
index cae6a27..bf44c11 100644
--- a/include/tosa_serialization_handler.h
+++ b/include/tosa_serialization_handler.h
@@ -1,5 +1,5 @@
 
-// Copyright (c) 2020-2021, ARM Limited.
+// Copyright (c) 2020-2023, ARM Limited.
 //
 //    Licensed under the Apache License, Version 2.0 (the "License");
 //    you may not use this file except in compliance with the License.
@@ -112,11 +112,13 @@
     TosaSerializationTensor(const flatbuffers::String* name,
                             const flatbuffers::Vector<int32_t>* shape,
                             DType dtype,
-                            const flatbuffers::Vector<uint8_t>* data);
+                            const flatbuffers::Vector<uint8_t>* data,
+                            bool variable = false);
     TosaSerializationTensor(const std::string& name,
                             const std::vector<int32_t>& shape,
                             DType dtype,
-                            const std::vector<uint8_t>& data);
+                            const std::vector<uint8_t>& data,
+                            bool variable = false);
     TosaSerializationTensor();
     ~TosaSerializationTensor();
 
@@ -129,10 +131,14 @@
     {
         return _shape;
     }
-    DType GetDtype()
+    DType GetDtype() const
     {
         return _dtype;
     }
+    bool GetVariable() const
+    {
+        return _variable;
+    }
     const std::vector<uint8_t>& GetData() const
     {
         return _data;
@@ -169,6 +175,7 @@
     DType _dtype;                /* data type enumeration, see tosa_isa_generated.h */
     std::vector<int32_t> _shape; /* shape of the tensor */
     std::string _name;           /* name of the tensor, used for solving dependency */
+    bool _variable;              /* is this a variable tensor */
     std::vector<uint8_t> _data;  /* data array */
 };
 
@@ -368,6 +375,8 @@
     static tosa_err_t ConvertU8toI4(const std::vector<uint8_t>& in, uint32_t out_size, std::vector<int8_t>& out);
     static tosa_err_t ConvertU8toBool(const std::vector<uint8_t>& in, uint32_t out_size, std::vector<bool>& out);
 
+    static void ForceAlignTensorData(std::vector<uint8_t>& buf);
+
     // version
     const TosaVersion& GetVersion()
     {