From 2fa33bcc6bdcb497f763e1b88790c6500b825f79 Mon Sep 17 00:00:00 2001
From: Wenyu <wenyu.lyu@gmail.com>
Date: Wed, 24 Nov 2021 19:05:52 +0800
Subject: [PATCH] model params FAQ (#4693)

---
 configs/picodet/README.md | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/configs/picodet/README.md b/configs/picodet/README.md
index dc6d0dc75..6a41d4847 100644
--- a/configs/picodet/README.md
+++ b/configs/picodet/README.md
@@ -309,6 +309,21 @@ Please use `PicoDet-LCNet` model, which has fewer `transpose` operators.
 </details>
 
 
+<details>
+<summary>How to count model parameters.</summary>
+
+You can insert below code at [here](https://github.com/PaddlePaddle/PaddleDetection/blob/develop/ppdet/engine/trainer.py#L141) to count learnable parameters.
+
+```python
+params = sum([
+    p.numel() for n, p in self.model. named_parameters()
+    if all([x not in n for x in ['_mean', '_variance']])
+]) # exclude BatchNorm running status
+print('params: ', params)
+```
+
+</details>
+
 ## Cite PP-PicoDet
 If you use PicoDet in your research, please cite our work by using the following BibTeX entry:
 ```
-- 
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