In[]:=
Needs["CUDALink`"]
In[]:=
CUDAQ[]
Out[]=
True
In[]:=
InstallCUDA[]
Out[]=
Success
✓
Message: CUDALink installation complete.
CUDAVersion: 11.3
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In[]:=
CUDAInformation[]
Out[]=
{1{NameNVIDIA GeForce RTX 3090,Clock Rate1695000,Compute Capabilities8.6,GPU Overlap1,Maximum Block Dimensions{1024,1024,64},Maximum Grid Dimensions{2147483647,65535,65535},Maximum Threads Per Block1024,Maximum Shared Memory Per Block49152,Total Constant Memory65536,Warp Size32,Maximum Pitch2147483647,Maximum Registers Per Block65536,Texture Alignment512,Multiprocessor Count82,Core CountIndeterminate,Execution Timeout1,IntegratedFalse,Can Map Host MemoryTrue,Compute ModeDefault,Texture1D Width131072,Texture2D Width131072,Texture2D Height65536,Texture3D Width16384,Texture3D Height16384,Texture3D Depth16384,Texture2D Array Width32768,Texture2D Array Height32768,Texture2D Array Slices2048,Surface Alignment512,Concurrent KernelsTrue,ECC EnabledFalse,TCC EnabledFalse,Total Memory25769803776}}
In[]:=
data=RandomSample[ResourceData["CIFAR-100"][[All,1]]];
In[]:=
ad=AnomalyDetection[data,TargetDevice->"GPU"]
Out[]=
AnomalyDetectorFunction
Input type: Image
False positive rate: 0.001
Data not saved. Save now
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