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Mudit Bachhawat
Mudit Bachhawat

55 Followers

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Apr 9, 2022

Speed Up your Keras Sequence Pipeline

TL; DR When using tf.keras.utils.Sequence to generate batches, the data copy overhead between processed can be very high. This leads to worker processes being blocked most of the time, and decline in batch generation. A common solution is the use of shared memory to share data between processes. PyTorch uses it. With…

TensorFlow

4 min read

Speed up your Keras Sequence Pipeline
Speed up your Keras Sequence Pipeline
TensorFlow

4 min read


Jan 8, 2022

LinkedIn Data Science Interview Questions

I recently interviewed for a research engineer (vision) role at LinkedIn. In this role the candidate is expected to work on state-of-the-art computer vision algorithms to understand users and content on the platform. In this post, I’ll summarize the questions and the whole interview process. Getting A Call: I got a call from…

LinkedIn

6 min read

LinkedIn Data Science Interview Questions
LinkedIn Data Science Interview Questions
LinkedIn

6 min read

Mudit Bachhawat

Mudit Bachhawat

55 Followers

Teaching machines

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