neural-api

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Support of more than 64 cores

1

We tried to create an Azure cloud virtual machine with 120 cores. The library supports only 64 since this is the max reported by the system calls. To get around...

mikerabat

Enabling OpenCl

2

Hi, Is it useful to enable OpenCL in both Network and Fit? Thank you. B->

Dzandaa

What is the expected speedup when using OpenCL?

1

gwiesenekker

Optimal batch size for AVX2 and/or OpenCL?

1

I have enabled AVX2 and OpenCL. Is there a recommended optimal batch size when using AVX2 and/or OpenCL?

gwiesenekker

Loss function

1

The Hypotenuse output shows an Accuracy, an Error and a Loss. In Tensorflow the 'loss function' is used to train the neural network, but as the Loss is zero I...

gwiesenekker

How are you supposed to use Idx and ThreadId in FitLoading?

10

I guess these are used to select the pair but how? Suppose I have a CSV file with 100.000.000 rows (each row consisting of 100 inputs and 1 output). Could...

gwiesenekker

Equivalent to Dropout

12

Hello, Is there and equivalent to "dropout" in CAI? Thank you. B->

Dzandaa

Multithreading for TNeuralDataLoadingFit.FitLoading

5

I see from the HypotenuseFitLoading example that GetTrainingPair supports a ThreadId argument. How do you add multi-threading support to the HypotenuseFitLoading example?

gwiesenekker

How can I get the weights and biases of the trained neural network?

2

How can I get the weights and biases of the trained neural network?

gwiesenekker

Add image classification examples for Colorectal Cancer and Malaria datasets. **Colorectal Cancer Dataset:** https://zenodo.org/record/53169/ https://zenodo.org/record/53169/files/Kather_texture_2016_image_tiles_5000.zip?download=1 https://www.tensorflow.org/datasets/catalog/colorectal_histology **Malaria Dataset:** https://www.tensorflow.org/datasets/catalog/malaria https://data.lhncbc.nlm.nih.gov/public/Malaria/cell_images.zip

joaopauloschuler