flutter-tflite
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"Cannot create interpreter" when attempting to use XNNPackDelegate or GpuDelegateV2 (Android 13).
Here is what I see in the log when attempting to use the GpuDelegateV2
on Android 13 (Google Pixel 6a), as suggested in the provided example files.
I/tflite (13058): Created TensorFlow Lite delegate for GPU.
I/tflite (13058): Initialized TensorFlow Lite runtime.
W/libc (13058): Access denied finding property "ro.mediatek.platform"
W/libc (13058): Access denied finding property "ro.chipname"
W/libc (13058): Access denied finding property "ro.hardware.chipname"
No indication is given about where the error occurred.
It is raised in interpreter.dart
, here:
factory Interpreter._create(Model model, {InterpreterOptions? options}) {
final interpreter = tfliteBinding.TfLiteInterpreterCreate(
model.base, options?.base ?? cast<TfLiteInterpreterOptions>(nullptr));
checkArgument(isNotNull(interpreter),
message: 'Unable to create interpreter.');
return Interpreter._(interpreter);
}
When closing the debugger session, additional red text shows up (I am not sure this is linked to the issue or maybe this is a side effect of FFI and/or the debugger):
Unhandled exception:
invalid input
#0 parseDefinitionTypes (package:front_end/src/api_prototype/expression_compilation_tools.dart:110:43)
#1 createDefinitionsWithTypes (package:front_end/src/api_prototype/expression_compilation_tools.dart:32:7)
#2 IncrementalCompiler.compileExpression (package:vm/incremental_compiler.dart:219:50)
#3 FrontendCompiler.compileExpression (package:frontend_server/frontend_server.dart:981:45)
#4 listenAndCompile.<anonymous closure> (package:frontend_server/frontend_server.dart:1452:26)
#5 _RootZone.runUnaryGuarded (dart:async/zone.dart:1594:10)
#6 _BufferingStreamSubscription._sendData (dart:async/stream_impl.dart:339:11)
#7 _BufferingStreamSubscription._add (dart:async/stream_impl.dart:271:7)
#8 _SinkTransformerStreamSubscription._add (dart:async/stream_transformers.dart:63:11)
#9 _EventSinkWrapper.add (dart:async/stream_transformers.dart:13:11)
#10 _StringAdapterSink.add (dart:convert/string_conversion.dart:228:11)
...
Shall I give additional permissions to the application?
Similarly, the XNNPackDelegate
also fails for the same model (66MB in size, which is not very big!)