-
Pruning mode is not supported in version 0.7.0. Even the presence of this setting in the config file will not start the cli or gui properly. For now not using this option. Hope to see support for prun…
-
Code snippet:
```
import torch_pruning as tp
import einops
from torch import nn
import torch
class RoiAlignDecoderLayer(nn.Module):
def __init__(self, n_channels, n_locs, n_heads, drop_…
-
### Describe the bug
The statistics are only valid if interpreted in the context of [ColumnOrder](https://docs.rs/parquet/latest/parquet/basic/enum.ColumnOrder.html), otherwise the results are not …
-
There has recently been an article saying mobilenetv3 can be used for QAT
[https://blog.tensorflow.org/2022/06/Adding-Quantization-aware-Training-and-Pruning-to-the-TensorFlow-Model-Garden.html](http…
-
The following error occurred when I use yolov4-tiny.cfg:
Traceback (most recent call last):
File "/Users/ren_yx/PycharmProjects/Object detection/YOLO_pruning/train.py", line 542, in
train() …
-
Hi,
Thanks for your awesome work. I was wondering - the per-layer pruning rates are hard-coded in the command line in your examples, but what is a non-manual way to determine these? Is there any co…
-
# 🚀 Feature Request
When having a lot of validators, local antislashing DB can grow up to dozen of GB.
A cool feature: Implement the minimal slashing db (with a `--mimimal-slashing-db` feature fla…
-
Related to the _The Lottery Ticket Hypothesis_, pruning allows to discard a large amount of parameters within a network [1, 2, 3, 4] without sacrificing model accuracy (depending on the amount of cour…
-
When using Docker for a large amount of projects on a personal machine, and frequently rebuilding large containers, one may find themselves requiring to prune cached layers from previous builds to fre…
-
when I use 'Torch-Pruning/examples/coco_yolo/train_with_pruning.py' to pure yolov5s , will have error'RuntimeError: Given groups=1, weight of size [255, 128, 1, 1], expected input[8, 77, 80, 80] to…