Change object detector learning rate decay to cosine decay.

PiperOrigin-RevId: 527337105

mediapipe/framework/api2/contract.h

@@ -164,7 +164,7 @@ class Contract {
 
   std::tuple<T...> items;
 
-  // TODO -, check for conflicts.
+  // TODO: when forwarding nested items (e.g. ports), check for conflicts.
   decltype(ExtractNestedItems(items)) all_items{ExtractNestedItems(items)};
 
   constexpr auto inputs() const {

mediapipe/framework/calculator_base.h

@@ -150,7 +150,7 @@ class CalculatorBase {
   // Packets may be output during a call to Close().  However, output packets
   // are silently discarded if Close() is called after a graph run has ended.
   //
-  // NOTE - needs to perform an action only when processing is
+  // NOTE: If Close() needs to perform an action only when processing is
   // complete, Close() must check if cc->GraphStatus() is OK.
   virtual absl::Status Close(CalculatorContext* cc) { return absl::OkStatus(); }
 

mediapipe/framework/calculator_context.h

@@ -111,7 +111,7 @@ class CalculatorContext {
 
   // Returns the status of the graph run.
   //
-  // NOTE -.
+  // NOTE: This method should only be called during CalculatorBase::Close().
   absl::Status GraphStatus() const { return graph_status_; }
 
   ProfilingContext* GetProfilingContext() const {

mediapipe/framework/calculator_runner.h

@@ -66,7 +66,7 @@ class CalculatorRunner {
   explicit CalculatorRunner(const std::string& node_config_string);
   // Convenience constructor to initialize a calculator which uses indexes
   // (not tags) for all its fields.
-  // NOTE -, which
+  // NOTE: This constructor calls proto_ns::TextFormat::ParseFromString(), which
   // is not available when using lite protos.
   CalculatorRunner(const std::string& calculator_type,
                    const std::string& options_string, int num_inputs,

mediapipe/framework/output_side_packet.h

@@ -30,7 +30,7 @@ class OutputSidePacket {
 
   // Sets the output side packet. The Packet must contain the data.
   //
-  // NOTE - cannot report errors via the return value. It uses an error
+  // NOTE: Set() cannot report errors via the return value. It uses an error
   // callback function to report errors.
   virtual void Set(const Packet& packet) = 0;
 };

mediapipe/framework/output_side_packet_impl.h

@@ -48,7 +48,7 @@ class OutputSidePacketImpl : public OutputSidePacket {
 
   // Sets the output side packet. The Packet must contain the data.
   //
-  // NOTE - cannot report errors via the return value. It uses an error
+  // NOTE: Set() cannot report errors via the return value. It uses an error
   // callback function to report errors.
   void Set(const Packet& packet) override;
 

mediapipe/framework/output_stream.h

@@ -50,7 +50,7 @@ class OutputStream {
   //   the only packet in the stream.
   // Violation of any of these conditions causes a CHECK-failure.
   //
-  // NOTE - cannot report errors via the return value. Instead of a
+  // NOTE: AddPacket() cannot report errors via the return value. Instead of a
   // CHECK-failure, a subclass of OutputStream should use a callback function
   // to report errors.
   virtual void AddPacket(const Packet& packet) = 0;

mediapipe/framework/scheduler_queue.h

@@ -102,7 +102,7 @@ class SchedulerQueue : public TaskQueue {
   // Implements the TaskQueue interface.
   void RunNextTask() override;
 
-  // NOTE -, the caller must call
+  // NOTE: After calling SetRunning(true), the caller must call
   // SubmitWaitingTasksToExecutor since tasks may have been added while the
   // queue was not running.
   void SetRunning(bool running) ABSL_LOCKS_EXCLUDED(mutex_);