opensource/MinerU
3
0
Fork 0
mirror of https://github.com/opendatalab/MinerU.git synced 2026-09-24 23:10:23 +08:00
Code Issues Packages Projects Releases Wiki Activity

docs(cuda-acceleration): add tips to verify CUDA acceleration effectiveness

Browse Source 
Add notes in the Ubuntu and Windows CUDA acceleration guides on how to
determine if CUDA acceleration is working. This includes checking for
significant reductions in `layout detection cost`, `mfr time`, and `ocr cost`
as indicators of successful acceleration.
This commit is contained in:
myhloli
2024-08-08 18:14:11 +08:00
parent c0ee70d525
commit 048e0952e8
2 changed files with 4 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/README_Ubuntu_CUDA_Acceleration_zh_CN.md
+2
View File
@@ -97,6 +97,7 @@ magic-pdf pdf-command --pdf small_ocr.pdf
```bash
magic-pdf pdf-command --pdf small_ocr.pdf
```
> 提示：CUDA加速是否生效可以根据log中输出的各个阶段cost耗时来简单判断，通常情况下，`layout detection cost` 和 `mfr time` 应提速10倍以上。
## 10. 为ocr开启cuda加速
> ❗️以下操作需显卡显存大于等于16G才可进行，否则会因为显存不足导致程序崩溃或运行速度下降
@@ -109,3 +110,4 @@ python -m pip install paddlepaddle-gpu==3.0.0b1 -i https://www.paddlepaddle.org.
```bash
magic-pdf pdf-command --pdf small_ocr.pdf
```
> 提示：CUDA加速是否生效可以根据log中输出的各个阶段cost耗时来简单判断，通常情况下，`ocr cost`应提速10倍以上。
docs/README_Windows_CUDA_Acceleration_zh_CN.md
+2
View File
@@ -88,6 +88,7 @@ pip install --force-reinstall torch==2.3.1 torchvision==0.18.1 --index-url https
```bash
magic-pdf pdf-command --pdf small_ocr.pdf
```
> 提示：CUDA加速是否生效可以根据log中输出的各个阶段cost耗时来简单判断，通常情况下，`layout detection cost` 和 `mfr time` 应提速10倍以上。
## 9. 为ocr开启cuda加速
> ❗️以下操作需显卡显存大于等于16G才可进行，否则会因为显存不足导致程序崩溃或运行速度下降
@@ -100,4 +101,5 @@ pip install paddlepaddle-gpu==2.6.1
```bash
magic-pdf pdf-command --pdf small_ocr.pdf
```
> 提示：CUDA加速是否生效可以根据log中输出的各个阶段cost耗时来简单判断，通常情况下，`ocr cost`应提速10倍以上。