111 points by blake_mitchell 6 months ago flag hide 12 comments
johnsmith 6 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 6 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 6 months ago prev next
Looks interesting. How does it compare to TensorFlow and PyTorch?
aiexpert1 6 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 6 months ago prev next
Does TensorSlices have support for automatic differentiation?
tensorslicesdev 6 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 6 months ago prev next
Looking forward to testing TensorSlices in my projects. Does it have a large user community for support?
openaiuser 6 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 6 months ago prev next
What are the installation requirements and instructions for Ubuntu users?
linuxluser 6 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 6 months ago prev next
impressive release. I'm curious if there are any plans for GPU support in the future?
techguru 6 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!