Dilshod Tadjibaev

icon indicating a website link https://github.com/burn-rs/burn

icon location Dallas, TX icon location Working on Speech Recognition and Burn (Deep Learning Framework in Rust)

Results 409 comments of Dilshod Tadjibaev

[WIP] Make compatible with thumbv6m-none-eabi

@laggui I hope you'd be able to review it soon so we can merge it before other deviations appear on the main.

Dynamic Rank Tensor

I think for uninitiated developers, before we jump to a solution, we need to explain a couple of things: why the current design is "less flexible" and why we still...

Dynamic Rank Tensor

> Note that most, if not all, of our kernels have a static rank, so even if you fuse 10 tensor operations with 5 actual tensors of different ranks, we'll...

Dynamic Rank Tensor

> > Would it be fair to say tracking rank statically helps with graph optimizations? > > I don't think it does. At some point, we had the rank being...

Dynamic Rank Tensor

> So with your new design, tracking rank becomes optional? Can you show us how to use dynamic rank? What happens when a tensor with dynamic rank interacts with a...

Better feature flags for backends.

Just to be clear these feature flags are part of the meta package `burn`?

ONNX import issue: `Reshape: shape tensor must be present for Node`

> [c2b6318](https://github.com/tracel-ai/burn/commit/c2b6318fc3232536c91910923e09ad0f9f30763a) switched to using `ArgType::Shape` for the output of the shapes-Operator instead of just using a 1D `Tensor`. > > As far as I can tell, the ONNX Spec...

ONNX import issue: `Reshape: shape tensor must be present for Node`

Tested the model. it seems to be fixed by https://github.com/tracel-ai/burn/pull/3381

ONNX import issue: `ceil_mode is not supported` in `avg_pool1d_config()`

This requires enhancement to Burn's average pool implementation before we can take on ONNX

ONNX import issue: `ceil_mode is not supported` in `avg_pool1d_config()`

Working on this issue