open-mmlab / mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

https://mmrazor.readthedocs.io/en/latest/

open-mmlab/mmrazor Issues

[Bug] Custom Distillation MMSeg CWD loss nan problem
Updated 7 days ago
[Bug] `mmrazor.engine.runner.quantization_loops.QATValLoop` calls `after_val_epoch` hook twice with different keys, causing `mmengine.hooks.checkpoint_hook._save_best_checkpoint()` to fail with `KeyError` for the `save_best` config
Updated 8 days ago
torch.fx.proxy.TraceError: class `MMArchitectureQuant`
Updated 9 days ago1
[Bug] (suggested fix) `nn.Parameter` are not added to root after being traced in `mmrazor.models.task_utils.tracer.fx.custom_tracer.build_graphmodule()`
Updated 9 days ago1
[Bug] (suggested fix) `mmrazor.models.algorithms.quantization.mm_architecture.MMArchitectureQuant.sync_qparams()` fails if there are modules present in other modes but not in forward `mode='tensor'`
Updated 9 days ago1
[Bug] (suggested temporary fix) Pytorch >= 2 causes mmrazor.engine to fail
Updated 9 days ago1
cannot use recorder to obtain panoptic_head info from mask2former
Closed 11 days ago
I want to obtain the current epoch value and associate it with the custom distillation loss
Closed 12 days ago
Try to reproduce CWD in VOC data set
Updated a month ago
[Bug] TypeError: 'NoneType' object is not iterable
Updated a month ago
TypeError: __init__() takes 1 positional argument but 2 were given
Updated a month ago2
How to get started??
Updated a month ago
I can't reproduce dfad results
Updated 2 months ago
Was support for GN ever added to mmrazor?
Updated 2 months ago
Quantizing rtmdet to int8 fails
Updated 2 months ago1
Error: assert len(module.recorded_input) > 0
Updated 2 months ago
How to use the mmrazor tool to lightweight the end2end.onnx model generated by mmdeploy
Updated 3 months ago
why the accuracy of distilled student is lower than model of mmpretrain
Updated 3 months ago1
[Bug] use mmrazor/main/tools/visualizations/feature_diff_visualization.py error: inference_mot() missing 2 required positional arguments: 'frame_id' and 'video_len'
Updated 3 months ago
generate a yolov5_prune_config file
Updated 3 months ago
KD connector
Updated 4 months ago
The student model maintains an mAP of 0 throughout the distiller training process.
Updated 4 months ago
compile mmrazor gets a wrong results with pip install -v -e .
Updated 4 months ago
Are there any tutorials that are friendly to newcomers?
Updated 4 months ago
ImportError: `torch>=1.13` is not installed properly, plz check.
Updated 4 months ago
Does mmrazor now support mmroate?
Updated 4 months ago
[Bug] class `CustomTracer` in mmrazor/models/task_modules/tracer/fx/custom_tracer.py: __init__() takes 1 positional argument but 3 were given
Updated 4 months ago1
How to load the training weights of the student model before distillation？
Updated 4 months ago
RTM Head
Updated 5 months ago4
TypeError: 'Proxy' object cannot be interpreted as an integer
Updated 5 months ago1
[Bug]mmcls needs mmcv-full, while mmrazor now need mmcv>=2.0.0
Closed 5 months ago6
[Bug] RuntimeError: Trying to create tensor with negative dimension -512: [-512]
Updated 5 months ago1
[Feature] merge DFND algorithm to mmrazor
Updated 6 months ago
Why student's performance started at 0 during distillation?
Updated 6 months ago
[Bug]mmrazor requires mmcv>=2.0, but mmcls needs to install mmcv>=1.4.2, <=1.9.0.
Updated 6 months ago1
Distillation failed
Updated 6 months ago
I am running the group fisher prunning on colab and I am geeting an error
Updated 6 months ago
[Bug]
Closed 6 months ago2
[Bug]
Closed 6 months ago1
[Feature] Multi-Teacher distiller
Updated 6 months ago
新人，刚知道github，怎么运行这个KD啊，这个项目该如何使用啊
Updated 6 months ago1
How to save ONLY studuent ckpt?
Updated 6 months ago
ptq mmyolo yolov8 errors
Updated 6 months ago
how to distillation with mmyolo
Closed 6 months ago1
Does mmrazor qat support tensorrt backend?
Updated 6 months ago
How to distill layers with different number of filters?
Updated 6 months ago
When I ran the script pruning/get_channel_units.py, I got this error: TypeError: expected Tensor as element 0 in argument 0, but got tuple.
Updated 7 months ago4
What should I do to prune my own segmentation model with my own datasets?
Updated 7 months ago2
how to build a anchor-based distillation in mmrazor such as fgd?
Updated 7 months ago
[Bug]
Updated 7 months ago