update: experiments on CIFAR10

This commit is contained in:
2026-02-05 15:01:27 +08:00
parent 9966697a7d
commit 06cc14c47a
10 changed files with 317 additions and 233 deletions

View File

@@ -24,10 +24,10 @@ DMAdam优化器代码实现见 `dmadam.py`。算法流程如下:
> 5.   $x^{k+1} = x^k - \eta_k \cdot \frac{m^k}{\sqrt{v^k + \varepsilon}}$
> 6. **end while**
## 实验设置
### 参数说明
- 迭代次数: 2000
- 其余优化器参数见各小节表格
- DMAdam优化器中:
@@ -39,6 +39,15 @@ $$
\end{align*}
$$
### 实验环境
```
python >= 3.12
torch==2.10.0
numpy==2.4.2
matplotlib==3.10.8
```
---
## 1. Sphere 函数