Files
IOPaint/iopaint/tests/test_match_histograms.py
let5sne 1b87a98261 🎨 完整的 IOPaint 项目更新
## 主要更新
-  更新所有依赖到最新稳定版本
- 📝 添加详细的项目文档和模型推荐
- 🔧 配置 VSCode Cloud Studio 预览功能
- 🐛 修复 PyTorch API 弃用警告

## 依赖更新
- diffusers: 0.27.2 → 0.35.2
- gradio: 4.21.0 → 5.46.0
- peft: 0.7.1 → 0.18.0
- Pillow: 9.5.0 → 11.3.0
- fastapi: 0.108.0 → 0.116.2

## 新增文件
- CLAUDE.md - 项目架构和开发指南
- UPGRADE_NOTES.md - 详细的升级说明
- .vscode/preview.yml - 预览配置
- .vscode/LAUNCH_GUIDE.md - 启动指南
- .gitignore - 更新的忽略规则

## 代码修复
- 修复 iopaint/model/ldm.py 中的 torch.cuda.amp.autocast() 弃用警告

## 文档更新
- README.md - 添加模型推荐和使用指南
- 完整的项目源码(iopaint/)
- Web 前端源码(web_app/)

🤖 Generated with Claude Code
2025-11-28 17:10:24 +00:00

37 lines
1.1 KiB
Python

import pytest
import torch
from iopaint.model_manager import ModelManager
from iopaint.schema import SDSampler, HDStrategy
from iopaint.tests.utils import check_device, get_config, assert_equal, current_dir
@pytest.mark.parametrize("device", ["cuda", "mps"])
@pytest.mark.parametrize("sampler", [SDSampler.ddim])
def test_sd_match_histograms(device, sampler):
sd_steps = check_device(device)
model = ModelManager(
name="runwayml/stable-diffusion-inpainting",
device=torch.device(device),
disable_nsfw=True,
sd_cpu_textencoder=False,
)
cfg = get_config(
strategy=HDStrategy.ORIGINAL,
prompt="face of a fox, sitting on a bench",
sd_steps=sd_steps,
sd_guidance_scale=7.5,
sd_lcm_lora=False,
sd_match_histograms=True,
sd_sampler=sampler
)
assert_equal(
model,
cfg,
f"runway_sd_1_5_device_{device}_match_histograms.png",
img_p=current_dir / "overture-creations-5sI6fQgYIuo.png",
mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
)