neural-api
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joaopauloschuler
CAI NEURAL API - Pascal based deep learning neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.
Source: https://arxiv.org/pdf/1302.4389.pdf Requirement: implement maxout activation function or numerically equivalent function.
There are plenty of problems that can be solved with neural networks. This is a request to add more source code examples.
API could support existing word embeddings: http://vectors.nlpl.eu/repository https://nlp.stanford.edu/projects/glove/ https://fasttext.cc/docs/en/english-vectors.html https://fasttext.cc/docs/en/crawl-vectors.html
https://github.com/tgautam03/Transformers/blob/master/classification.ipynb
A colleague of mine made the comment I should pretraing the models to yield more robust models and better accuracy. Now... how can I do that - or ... what...
OpenCL stopped working on google colab. You can confirm by running `!clinfo` . To solve the problem, you can do this: ``` !sudo apt update !sudo apt purge *nvidia* -y...
Hi Joao In a denoising auto-encoder I have: `NeuralFit.FitLoading(NNAutoencoder, {EpochSize=}SETrainSize.Value, 0, 0, {Batch=}SEBatch.Value, {Epochs=}SEEpoch.Value, @GetTrainingData, nil, nil); ` I suppose that in your example {EpochSize} (must be read {train size}...
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...
Hello, I have a problem with my new card Quadro RTX 4000 when i use OpenCL mode. Same code works fine with other Cuda card. I compare OpenCL information with...
I was browsing through the code to understand the loading mechanism in the neuralfit classes. In my first attempt I use the `TNeuralFit` class and need to move on to...
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CAI NEURAL API - Pascal based deep learning neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.