Hendrik Borras

seml silently kills pending experiments, when observing them with the status command, while they are pending in slurm

5

Hi all, it seems like there is something strange going on with the status command and pending jobs on our slurm cluster. I'm not entirely sure why this happens, but...

Feature request: Automatic hyperparamter optimization

2

Hi all, a use case for which I've been using `seml` a lot is grid searches for finding good hyperparamters for neural nets. And it would be great if one...

It is currently not possible to easily remove the shape from a given tensor. The attached .zip file contains an QONNX model, which has unset tensors: [CNV_2W2A.zip](https://github.com/Xilinx/finn-base/files/6961855/CNV_2W2A.zip) Running the following:...

ConvertToChannelsLastAndClean: New transpose nodes don't have names and intermediate tensors are not kept in place

2

## Prerequisites Please make sure to check off these prerequisites before submitting a bug report. - [x] Test that the bug appears on the current version of the main branch....

Transformations should return whether a model was modified or not

1

## Details Currently a transformation on a model in looks like this: ```py model = model.transform(MoveChanLastUpstream()) ``` The executed transformation, in this case `MoveChanLastUpstream`, may change the model, or it...

MacBook M4 Pro performance on MacOS

2

Hi, thank you for this nice project! It's really cool to get an impression of the performance of the Neural Engine! Below is a bit of data to add to...

Pyro sets all Parameters to requires_grad=True, when using PyroModule

1

### Issue Description Hi all, apparently the bug initially seen in #1778 reappears, when using a `PyroModule` instead and running a simple inference. Meaning that parameters which have `requires_grad=False` set...

Stochastic rounding breaks on GPU

5

**Describe the bug** When using an activation quantizer with stochastic rounding on the GPU, the implementation breaks with a complaint about: `RuntimeError: Expected a 'cuda' device type for generator but...