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## Keyword: differential privacy
### State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey
- **Authors:** Chaoyu Zhang
- **Subjects:** Cryptography an…
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After execution when output files are copied from the worker to the filesystem CAS directory, they lose their sparse file properties and get fully de-sparsified. This obviously increases disk usage, a…
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We have enabled EFA on our Kuberentes cluster and the ncc-tests in this repo are passing without issue and we see bus bandwidth of upro 20Gbps on `P5.48xlarge` instance.
However, when using PyTorch…
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### System Info
- `transformers` version: 4.36.2
- Platform: Linux-5.4.0-166-generic-x86_64-with-glibc2.31
- Python version: 3.10.0
- Huggingface_hub version: 0.20.2
- Safetensors version: 0.4.…
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Hello,
I recognized that if I revoke tasks as well as kill the worker instances with the SIGKILL signal, on every machine a celery process consumes 100% CPU.
The situation keeps and doesn't change af…
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example url :https://github.com/intel-analytics/analytics-zoo/blob/master/pyzoo/zoo/examples/tensorflow/tfpark/keras/keras_dataset.py
**### ERROR**
Py4JJavaError Tr…
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Hi , now i am trying to train SDXL with images of resolutin 768x768, i set batch size for 2 in env file so i have 16 images on folder.
I am using resolution type 'pixel' an resolution '768' both env …
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## 背景
众所周知，Paddle 是一个历史悠久的框架，使得 Paddle 能够久经考验，应对各种场景稳定运行。但历史的沉淀同样带来一个严重的问题，就是框架内 API 语义不清晰，多种 API 能够做同样或者类似的事情。得益于我们的公开 API 审查机制和 fluid 清理，公开 API 中类似问题较少，但框架内部仍存在大量历史遗留的内部 API 的使用，这些 API 的存在导致框架内部需…
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### System Info
ghcr.io/predibase/lorax:8ff0bf5
### Information
- [ ] Docker
- [ ] The CLI directly
### Tasks
- [ ] An officially supported command
- [ ] My own modifications
### Reproduction
r…
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I encounterd this error when training the second model. Is anyone met the same error? If so, please teach me how to solve this. Thanks a lot.
Main library version :
torch 1.10.0…