trained_resnet_model_v2_10.tflite AI/ML Model Updates for Saral v1.0

[dileep-gadiraju]

trained_resnet_model_v2_10.tflite support:

Below exception thrown when trying to use v2_10.tflite in the app.

2021-11-18 16:20:24.337 4708-13961/? W/ExynosCameraSec: [CAM(0)][Back_0]-(m_getSensorListenerData[31474]):skip the Rotation data. ret -11 2021-11-18 16:20:24.343 3452-3452/com.saralapp W/System.err: com.google.firebase.ml.common.FirebaseMLException: Internal error has occurred when executing Firebase ML tasks 2021-11-18 16:20:24.343 4688-4688/? D/gralloc: [mali_gralloc_allocate] begin 2021-11-18 16:20:24.343 4688-4688/? D/gralloc: buffer_descriptor: wh(2131 1017) usage_pc(0x966 0x906) hal_format(0x4) layer_count(1) sizes(0 0 0) strde(0) byte_stride(0) alloc_wh(0 0) internal_format(0x0) alloc_format(0x0) fd_count(1) plane_count(0) 2021-11-18 16:20:24.344 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzpf.zza(com.google.firebase:firebase-ml-common@@22.0.1:38) 2021-11-18 16:20:24.344 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzpe.run(Unknown Source:4) 2021-11-18 16:20:24.344 3452-3452/com.saralapp W/System.err: at android.os.Handler.handleCallback(Handler.java:938) 2021-11-18 16:20:24.345 3452-3452/com.saralapp W/System.err: at android.os.Handler.dispatchMessage(Handler.java:99) 2021-11-18 16:20:24.345 4688-4688/? D/gralloc: [mali_gralloc_allocate] allocation successful 2021-11-18 16:20:24.345 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zze.dispatchMessage(com.google.firebase:firebase-ml-common@@22.0.1:6) 2021-11-18 16:20:24.345 3452-3452/com.saralapp W/System.err: at android.os.Looper.loop(Looper.java:246) 2021-11-18 16:20:24.345 3452-3452/com.saralapp W/System.err: at android.os.HandlerThread.run(HandlerThread.java:67) 2021-11-18 16:20:24.346 3452-3452/com.saralapp W/System.err: Caused by: java.lang.IllegalArgumentException: Cannot copy between a TensorFlowLite tensor with shape [1, 11] and a Java object with shape [1, 10]. 2021-11-18 16:20:24.346 5086-7449/? I/EDMNativeHelperService: isCameraEnabled 2021-11-18 16:20:24.347 3452-3452/com.saralapp W/System.err: at org.tensorflow.lite.Tensor.throwExceptionIfTypeIsIncompatible(Tensor.java:242) 2021-11-18 16:20:24.347 5086-7449/? D/EDMNativeHelper: isCameraEnabled 2021-11-18 16:20:24.347 3452-3452/com.saralapp W/System.err: at org.tensorflow.lite.Tensor.copyTo(Tensor.java:116) 2021-11-18 16:20:24.347 3452-3452/com.saralapp W/System.err: at org.tensorflow.lite.NativeInterpreterWrapper.run(NativeInterpreterWrapper.java:157) 2021-11-18 16:20:24.347 3452-3452/com.saralapp W/System.err: at org.tensorflow.lite.Interpreter.runForMultipleInputsOutputs(Interpreter.java:250) 2021-11-18 16:20:24.348 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzqw.runForMultipleInputsOutputs(com.google.firebase:firebase-ml-model-interpreter@@22.0.1:4) 2021-11-18 16:20:24.348 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzqo.zza(com.google.firebase:firebase-ml-model-interpreter@@22.0.1:85) 2021-11-18 16:20:24.348 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzqo.zza(com.google.firebase:firebase-ml-model-interpreter@@22.0.1:147) 2021-11-18 16:20:24.348 5086-7449/? D/EDMNativeHelper: checking for camera in EnterpriseDeviceManagerService 2021-11-18 16:20:24.348 5086-7449/? D/EnterpriseDeviceManagerService: isCameraEnabledNative 2021-11-18 16:20:24.349 5086-7449/? D/EnterpriseDeviceManagerService: checking for camera in restriction policy 2021-11-18 16:20:24.349 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzpj.zza(com.google.firebase:firebase-ml-common@@22.0.1:31) 2021-11-18 16:20:24.349 5086-7449/? D/RestrictionPolicy: isCameraEnabled ret(true) userId(0) cxtInfo.mCallerUid(10499) cxtInfo.mContainerId(0) 2021-11-18 16:20:24.349 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzpl.call(Unknown Source:8) 2021-11-18 16:20:24.349 3452-3452/com.saralapp W/System.err: at com.google.android.gms.internal.firebase_ml.zzpf.zza(com.google.firebase:firebase-ml-common@@22.0.1:32) 2021-11-18 16:20:24.349 3452-3452/com.saralapp W/System.err: ... 6 more 2021-11-18 16:20:24.349 3452-3452/com.saralapp E/SrlSDK::HWClassify: Internal error has occurred when executing Firebase ML tasks

[dileep-gadiraju]

Testing in progress with Handwritten Digits TFLite model v2.10 in the below branch: https://github.com/Sunbird-Saral/Project-Saral/tree/feature/adopt-tflite-v2_10

[dileep-gadiraju]

@apurvabisht97 , you certified this already please add your test results and close this enhancement.

[apurvabisht97]

new model is working as expected .