Delphi compatibility/AVX Support #116
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joaopauloschuler#85: Fixed opencl problem + Better cloning (way faster) + Fixed many Delphi warnings + New convolutional classes with swift and gelu + Automatic check if AVX is available + Fixed issues with output procedures: sometimes error proc pointed to the console output (althouth I wanted that in a file...)
-> an azure VM with 120 cores could only access 60 cores
…r each epoch and after each step -> the newly introduced method just checks for the callback routines. Fixed warnings
…ut if the number of examples seen exceeds 2e9 (1 shl 31) examples
-> some changes are still there: * removed unnecessary extra field formatsettings in TVolume -> made a global variable (memory spare ;) ) * fixed many compile warnings and messages. D2010 does not report any
* Updated SelfTest -> avx tests added * Updated code to reference * Removed format settings from constantly beeing created in a base class to one single local instance in neuralvolume
-> integrated dynamically into the framework -> fixed avx512 check in CPUFeatures.pas -> fixed some compiling problems with FPC
# Conflicts: # examples/SelfTest/SelfTest.dpr # examples/SimpleFashionMNIST/SimpleFashionMNIST.lpr # neural/NeuralAVX.pas # neural/NeuralAVXx64.pas # neural/neuraldatasets.pas # neural/neuralfit.pas # neural/neuralnetwork.pas # neural/neuralthread.pas # neural/neuralvolume.pas
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Dear Joapaulo!
I took the liberty to enhance your library with Delphi AVX support and other userfull stuff like faster loading of
classifiers + a few additional checks to avoid AV's . I hope you find these useful and it would be great if you could
take a look at them.