Seeking Clarification on Current and Future Tensor Library Support in Mojo
I wonder if someone can clarify the current state and future direction of a Tensor library for Mojo.
I understand that Tensor won't stay in the standard library and i think to understand the rationale behind it. We have also NuMojo, which looks very promising. It is currently based on Tensor but aims to have "Native array types" as a long-term goal.
Not clear about the situation, I implemented my own vectorized yet simple Vector and Matrix structs for my KAN experiments. They work, my KAN implementaton outperforms the Python implementation i ported to Mojo (which is numpy based). However, I just found out these are extremely slow compared to torch.matmul, etc.
I would greatly appreciate it if someone could clarify what is possible right now for Tensor-based applications and where Mojo is headed in that regard (let's say within this year).
To be clear, I'm not demanding anything of course โ just looking for some clarification on what is possible right now and where we are going as community. Also feedback how others handle the current situation would be great.
Thx
I understand that Tensor won't stay in the standard library and i think to understand the rationale behind it. We have also NuMojo, which looks very promising. It is currently based on Tensor but aims to have "Native array types" as a long-term goal.
Not clear about the situation, I implemented my own vectorized yet simple Vector and Matrix structs for my KAN experiments. They work, my KAN implementaton outperforms the Python implementation i ported to Mojo (which is numpy based). However, I just found out these are extremely slow compared to torch.matmul, etc.
I would greatly appreciate it if someone could clarify what is possible right now for Tensor-based applications and where Mojo is headed in that regard (let's say within this year).
To be clear, I'm not demanding anything of course โ just looking for some clarification on what is possible right now and where we are going as community. Also feedback how others handle the current situation would be great.
Thx
