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Nvidia optimized image pipeline.
We should maybe integrate it as the main backend of Augmentor.
https://github.com/NVIDIA/DALI
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when i run test.py,a problem occurs:
![图片](https://user-images.githubusercontent.com/98819140/196425846-c606eb04-6a95-4b7c-bd61-40cee7c459f4.png)
dlopen libcufile.so failed with error libcufile.so: …
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Hi!
I'm trying to use dali for preprocessing images to send to yolo. I have a two GPU system, that after a few minutes running dali, segfaults and dies. The Dali step is run in an triton ensemble m…
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### Is this a new feature, an improvement, or a change to existing functionality?
New Feature
### How would you describe the priority of this feature request
Nice to have (e.g. Adoption is possible…
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在进行PGD对抗训练时,需要读取数据,而这用到了ImageNetTrainPipeV2,我无法成功运行prototype/data/pipelines/imagenet_pipeline_v2.py,
在以下代码中:
import nvidia.dali.ops as ops
self.mc_input = ops.McReader(f…
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Hi, any plan to integrate DALI (https://docs.nvidia.com/deeplearning/sdk/dali-developer-guide/docs/index.html) to `torchvision` for faster preprocessing? I found `chainer` tries to integrate it (https…
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I am trying to get the 1.0-rc1 code working on my system. My system does have GPUS and CUDA, so I am diverting from the provided instructions. To get the resnet50 test working I had to change the da…
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I'm building a face keypoints detect system which the model is served by tritonserver. I use dali to do some pre-process steps for face keypoints step. The triton accept origin image and face bounding…
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The shape of tensor obtained by nvidia.dali reads the image is rotated, because the rotated jpeg file has orientation info, dali considers the rotation head information of the jpeg file, but opencv do…
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Hi,
DALI seems to sometimes (quite randomly) return invalid images when reading from multiple videos of different sizes (Is it supported?).
When I run the following script:
```python
from tq…