jxtps

Windows support

2

I'm interested in a windows version - what would be involved with getting the published artifacts to also support Windows? JavaCPP seems like a potentially interesting helper project here, see:...

Tensorflow for python supports conv2d_transpose, which I need for a U-net implementation but seems to be missing from TF4S. What is involved with adding support for additional ops? Happy to...

GANLoss for G network: goal should be to have D output >=0.5, not 1?

1

In [model_gan.py](https://github.com/cszn/KAIR/blob/master/models/model_gan.py#L222) we have: ```python if self.opt['train']['gan_type'] in ['gan', 'lsgan', 'wgan', 'softplusgan']: pred_g_fake = self.netD(self.E) D_loss = self.D_lossfn_weight * self.D_lossfn(pred_g_fake, True) ``` But when D & G have converged, `pred_g_fake`...

Introduced in https://openreview.net/forum?id=xTJEN-ggl1b discussed in https://www.youtube.com/watch?v=3qxJ2WD8p4w with tensorflow implementation in https://github.com/g0lemXIV/LambdaNetworks and pytorch implementations in https://github.com/lucidrains/lambda-networks and https://github.com/leaderj1001/LambdaNetworks - LambdaNetworks are an interesting new development in deep learning for image...

Introduced in https://arxiv.org/abs/2102.06171 discussed in https://news.ycombinator.com/item?id=26133798 and https://www.youtube.com/watch?v=rNkHjZtH0RQ with code on https://github.com/deepmind/deepmind-research/tree/master/nfnets (in JAX), Normalizer-Free Networks are an interesting new development in deep learning for image processing: they figured out...

There was an "s" missing in the docs.

Arm64 Support For Pytorch?

15

I noticed that [org.bytedeco CUDA](https://jarcasting.com/artifacts/org.bytedeco/cuda/11.6-8.3-1.5.7/) now contains `cuda-11.6-8.3-1.5.7-linux-arm64-redist.jar`, so it sounds like you've compiled CUDA to run on arm64? Any chance of also compiling pytorch for arm64 (ideally both for...

Lib load fails under SBT, succeeds with plain java

16

If I create [a small sample project](https://github.com/bytedeco/javacpp-presets/files/9273617/sbt_javacpp.zip) with the following class: ```java package misc; import org.bytedeco.pytorch.Device; import org.bytedeco.pytorch.global.torch; public class MyTest { public static void debug(String prop) { System.out.println(prop +...

CUDA: nvmlErrorString should probably return String instead of BytePointer?

1

https://github.com/bytedeco/javacpp-presets/blob/master/cuda/src/gen/java/org/bytedeco/cuda/global/nvml.java#L1832 ```java /** * Helper method for converting NVML error codes into readable strings. * * For all products. * * @param result NVML error code to convert * *...

Can't invoke `sbt dist` while IntelliJ is running Play dev server

7

## steps SBT version: 1.4.5 I'm developing multiple Play applications with SBT + IntelliJ on Windows 10. I run the play apps using [IntelliJ's run functionality](https://www.playframework.com/documentation/2.8.x/IDE#IntelliJ-IDEA). I deploy my applications...