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I will progressively summarize talks I find illuminating from the [Stanford MLSys](https://mlsys.stanford.edu/) Seminar Series here.
Talk Link: [https://www.youtube.com/watch?v=DB7oOZ5hyrE](https://w…
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## 🚀 Feature
Enable gradient calculations during evaluation loops.
### Motivation
Some loss functions require the gradients of the outputs with respect to the inputs. For example, a physics i…
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**Is your feature request related to a problem? Please describe.**
> Amazon Rekognition makes it easy to add image and video analysis to your applications using proven, highly scalable, deep learni…
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## Description
System tests are a type of software testing performed on a complete and integrated system to evaluate its compliance with specified requirements. These tests focus on verifying that …
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## Proposed refactor
See title
### Motivation
PyTorch 1.13 is released today Oct 27 (at least that's the plan).
We already support it and test it.
### Pitch
To follow our previous supp…
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## 🚀 Feature
Generate an error when a custom image is specified through the build config and the default cloud compute is selected.
### Motivation
#14125
https://github.com/Lightning-AI/li…
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# Background
Currently pwn.college hosts a bunch of challenges primarily for the purposes of running ASU's CSE 466. As a result of it being open to the world, other non-ASU and non-466 students ca…
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## 🚀 Feature
We should support Python 3.10 as Python 3.10 was released at the beginning of this month.
**Required dependencies supporting Python 3.10**
- [x] numpy>=1.21.0 https://numpy.org/news/…
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I have used BERT NextSentencePredictor to find similar sentences or similar news, However, It's super slow. Even on Tesla V100 which is the fastest GPU till now. It takes around 10secs for a query tit…
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Sik-Ho Tsang. [Review: Learning Word Embeddings Efficiently with Noise-Contrastive Estimation (NCE)](https://sh-tsang.medium.com/review-learning-word-embeddings-efficiently-with-noise-contrastive-esti…