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Update blogs.json (#16645)

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### Description
<!-- Describe your changes. -->
Update with On-Device Training Deep Dive blog details.



### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Want to publicize the deep-dive blog through the onnx runtime website.
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kshama-msft 2023-07-10 13:18:55 -07:00 committed by GitHub
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{
"blogs": [
{
"title": "On-Device Training: Efficient training on the edge with ONNX Runtime",
"title": "On-Device Training with ONNX Runtime: A deep dive",
"date": "July 5th, 2023",
"blurb": "This blog presents technical details of On-Device training with ONNX Runtime. It explains how On-Device Training works and what are the different steps and artifacts involved in the training process. This information will help you train your models on edge devices.",
"link": "https://cloudblogs.microsoft.com/opensource/2023/07/05/on-device-training-with-onnx-runtime-a-deep-dive/"
},
"title": "On-Device Training: Efficient training on the edge with ONNX Runtime",
"date": "May 31st, 2023",
"blurb": "This blog introduces On-Device Training to enable training models on edge devices with the data available on-edge. It extends ORT Inference on edge to include federated learning and personalization scenarios.",
"link": "https://cloudblogs.microsoft.com/opensource/2023/05/31/on-device-training-efficient-training-on-the-edge-with-onnx-runtime/"