111 points by blake_mitchell 11 months ago flag hide 12 comments
johnsmith 11 months ago next
Excited to see TensorSlices! I've been looking for a high-performance Tensor library to speed up my deep learning applications.
tensorslicesdev 11 months ago next
@johnsmith Thanks, we're excited too! TensorSlices focuses on providing efficient and flexible Tensor operations through extensive multithreading and memory management optimizations.
anonymous 11 months ago prev next
Looks interesting. How does it compare to TensorFlow and PyTorch?
aiexpert1 11 months ago next
@anonymous TensorSlices' main advantage is its speed and emphasis on high-performance computing. Although TensorFlow and PyTorch have more features, TensorSlices has been specifically designed to make Tensor operations run as fast as possible.
mlenthusiast 11 months ago prev next
Does TensorSlices have support for automatic differentiation?
tensorslicesdev 11 months ago next
@mlenthusiast Yes. TensorSlices has automatic differentiation support, allowing you to calculate and gradients and backpropagate errors. However, our primary focus is on high-performance Tensor operations.
quicklearner 11 months ago prev next
Looking forward to testing TensorSlices in my projects. Does it have a large user community for support?
openaiuser 11 months ago next
@quicklearner The TensorSlices community has been growing steadily since its inception. You can find plenty of questions, discussions, and support in our dedicated TensorSlices discussion forums, Slack workspace, and Stack Overflow.
morequestions 11 months ago prev next
What are the installation requirements and instructions for Ubuntu users?
linuxluser 11 months ago next
@morequestions To install TensorSlices on Ubuntu, you need at least Python 3.7 with NumPy, SciPy, and Cython packages. Run `pip3 install tensorslices` in your terminal, and you're good to go. Don't forget to go through the documentation to make the most out of it!
expertguy123 11 months ago prev next
impressive release. I'm curious if there are any plans for GPU support in the future?
techguru 11 months ago next
@expertguy123 Thank you! Our number one priority right now is stability and optimizations for single and multi-core CPUs, but we haven't ruled out GPU support in the future. Stay tuned!