Bu, modeli yüklerken android'de aldığım hatadır.
java.lang.RuntimeException: Unable to start activity ComponentInfo{com.android.example.cataractdetectionapp/com.android.example.cataractdetectionapp.InferenceActivity}:
com.facebook.jni.CppException: Could not run 'aten::empty_strided' with arguments from the 'CUDA' backend.
This could be because the operator doesn't exist for this backend, or was omitted during the selective/custom build process (if using custom build).
If you are a Facebook employee using PyTorch on mobile, please visit https://fburl.com/ptmfixes for possible resolutions.
'aten::empty_strided' is only available for these backends:
[CPU, Vulkan, BackendSelect, Python, Named, Conjugate, Negative, ADInplaceOrView, AutogradOther, AutogradCPU, AutogradCUDA,
AutogradXLA, AutogradLazy, AutogradXPU, AutogradMLC, UNKNOWN_TENSOR_TYPE_ID, Autocast, Batched, VmapMode].
CPU: registered at aten/src/ATen/RegisterCPU.cpp:18433 [kernel]
Vulkan: registered at ../aten/src/ATen/native/vulkan/ops/Factory.cpp:47 [kernel]
BackendSelect: registered at aten/src/ATen/RegisterBackendSelect.cpp:665 [kernel]
Python: registered at ../aten/src/ATen/core/PythonFallbackKernel.cpp:47 [backend fallback]
Named: registered at ../aten/src/ATen/core/NamedRegistrations.cpp:7 [backend fallback]
Conjugate: fallthrough registered at ../aten/src/ATen/ConjugateFallback.cpp:22 [kernel]
Negative: fallthrough registered at ../aten/src/ATen/native/NegateFallback.cpp:22 [kernel]
ADInplaceOrView: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:64 [backend fallback]
AutogradOther: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:35 [backend fallback]
AutogradCPU: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:39 [backend fallback]
AutogradCUDA: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:47 [backend fallback]
AutogradXLA: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:51 [backend fallback]
AutogradLazy: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:55 [backend fallback]
AutogradXPU: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:43 [backend fallback]
AutogradMLC: fallthrough registered at ../aten/src/ATen/core/VariableFallbackKernel.cpp:59 [backend fallback]
UNKNOWN_TENSOR_TYPE_ID: fallthrough registered at ../aten/src/ATen/autocast_mode.cpp:466 [backend fallback]
Autocast: fallthrough registered at ../aten/src/ATen/autocast_mode.cpp:305 [backend fallback]
Batched: registered at ../aten/src/ATen/BatchingRegistrations.cpp:1016 [backend fallback]
VmapMode: fallthrough registered at ../aten/src/ATen/VmapModeRegistrations.cpp:33 [backend fallback]
Modülü yüklemek için aşağıdaki kodu kullandım:
Module module = LiteModuleLoader.load(assetFilePath(getApplicationContext(), "Model.ptl"));
Pytorch için kullandığım bağımlılıklar aşağıdaki gibidir:
implementation 'org.pytorch:pytorch_android_lite:1.10.0'
implementation 'org.pytorch:pytorch_android_torchvision:1.10.0'