Hi just found out about torch studio… the missing deep learning design suite?
Check it out I’m really impressed so far!
Suspiciously it didn’t install datasets correctly and the website now is will not load. Taking this as a sign of boutique software. Is this the real deal?
Realizing there is literally no way people type out ml models the way I learned. Hoping to build complex training and inferencing regimes I can work with interactively like in a digital audio workstation. Pure data, touch designer, maxmsp are all almost there but do not offer the obvious remote acceleration connection possibility. I don’t have nvidia hardware and was hoping to work in the cloud with unlimited scaling without manual memory management… vs code seems to jokingly not support modular gui application programming interface.
I guess at the very least we would expect the capacity to compile a fully operable computational graph from the workflow… not seeing that in vs studio ps or maxmsp.
Also hoping for live model composition and retraining, fine tuning.
To this end nothing the extant nvidia ecosystem, how do researchers use torch and is it motivated by hardware flexibility? What features delineate the utility of torch over tensorflow mxnet etc. I’m noticing that this all came from .net frameworks Caffe mxnet etc via “web networked programming” I’m guessing these tools are foremost interacted with visually but reference to this style is lost.
Is the live composition (properly multi graph composition from recompiled graphs?) functionality ideally supported by jit? I can’t really understand why otherwise it would be implemented within this namespace.
To this end how would everyone suggest learning about jit with my background (26 worked as ml research fellow, have received certificates from prof ng curriculum in handwritten tensorflow and deep learning in handwritten octave).
Please help me identify the correct software or help me spin up the torch studio ideally! Thanks I used torch way more than tensorflow and I’m hoping it’ll finally return a meaningful result!
Best,
Aidan