fix bug with annotation result gradient stops

add tensorrt engine

build/publish.cmd

@@ -21,7 +21,7 @@ move dist\Azaion.Dataset.dll dist\dummy\
 
 echo Build Cython app
 cd Azaion.Inference
-.\venv\Scripts\pyinstaller --onefile ^
+.\venv\Scripts\pyinstaller --name=azaion-inference ^
 --collect-all jwt ^
 --collect-all requests ^
 --collect-all psutil ^
@@ -30,6 +30,9 @@ cd Azaion.Inference
 --collect-all cryptography ^
 --collect-all cv2 ^
 --collect-all onnxruntime ^
+--collect-all tensorrt ^
+--collect-all pycuda ^
+--collect-all re ^
 --hidden-import constants ^
 --hidden-import annotation ^
 --hidden-import credentials ^
@@ -41,6 +44,7 @@ cd Azaion.Inference
 --hidden-import hardware_service ^
 --hidden-import remote_command ^
 --hidden-import ai_config ^
+--hidden-import inference_engine ^
 --hidden-import inference ^
 --hidden-import remote_command_handler ^
 start.py
@@ -51,7 +55,9 @@ cd..
 echo Download onnx model
 cd build
 call cdn_manager.exe download models azaion.onnx.big
-move azaion.onnx.big ..\dist\
+call cdn_manager.exe download models azaion.engine.big
+
+move azaion.* ..\dist\
 cd..
 
 echo Copy ico
@@ -64,8 +70,9 @@ copy %cudnn-folder%\* dist\*
 del dist\cudnn_adv64_9.dll
 
 
+
 echo building installer...
 iscc build\installer.iss
 cd build\
 echo uploading installer...
-call .\cdn_manager.exe upload suite AzaionSuiteInstaller.exe ..\AzaionSuiteInstaller.exe
+call cdn_manager.exe upload suite AzaionSuiteInstaller.exe ..\AzaionSuiteInstaller.exe