Update README.md

README.md

@@ -7,3 +7,27 @@ library_name: timm
 license: apache-2.0
 ---
 # Model card for resnext101d_32x4d
+
+This repo is provided with ResNeXt101d_32x4d trained by timm.
+
+## Usage
+
+```python
+model = timm.create_model("hf_hub:mjun0812/resnext101d_32x4d", pretrained=True)
+```
+
+## Detail
+
+ImageNet-1K results
+
+| top1 | top5 |
+| -- | -- |
+| 80.9695 | 95.1044 |
+
+training command
+
+```bash
+torchrun train.py \
+    --data-dir ~/workspace/dataset/ImageNet --model resnext101d_32x4d --lr 0.6 --warmup-epochs 5 --epochs 240 \
+    --weight-decay 1e-4 --sched cosine --reprob 0.4 --recount 3 --remode pixel --aa rand-m7-mstd0.5-inc1 -b 256 -j 6 --amp --dist-bn reduce
+```