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## Description
I have 2 model yolov8s and pruned model yolov8s with smaller size. For the second model, I pruned its channel using structural pruning method of [Torch pruning](https://github.com/Va…
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当我用--learner=chn-pruned-rmt \
--cpr_prune_ratio=0.40
压缩自定义模型的时候,发现无论我设置的cpr_prune_ratio为多少,最后压缩完成的模型的参数量都是一样的。
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Hi, thank you for sharing. I found that after pruning, the model size of slimsam-77 is only 38M, which is the same as the model size of edgesam, but the GPU usage of slimsam is still very high, 3071Mi…
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Hi,
I ran the following command:
/home/natan/datasets/ILSVRC2012/ -b=32 --amp --model=resnet18 --lr=0.02 --sched=cosine -bp=32 --pruning_ratio=0.27 --prune --prune_skip --gamma_knowledge=…
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Hello, I am trying to use AIMET to prune an SSD model in tensorflow. Upon looking at example code, I see that an evaluation function is required that measures accuracy. Is the API compatible with SSD …
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Hanging during the pruning.
extra_args:
--learner channel
--cp_preserve_ratio 0.5
--cp_prune_option auto
--ddpg_noise_std_init=0.5
--ddpg_actor_width 300
--ddpg_critic_width 300
--cp_…
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I am trying to prune the [Restormer](https://github.com/swz30/Restormer) model using Torch-pruning library but I stumbled upon the following error :
```
File "/home/sarthak.vora/Documents/pt-text…
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**Is your feature request related to a problem? Please describe.**
I'm always frustrated when I have to manually set my default parameters for Message Storage and Message Pruning when creating a new …
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log of running export_chn_pruned_tflite_model.py:
2018-12-12 05:19:28.614521: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not c…
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After having a glance on channel pruning gpu version, i found that gpu version may not strictly implement lasso regression. Neither Coordinate descent method nor LARS optimization algorithm are used. …