Distributed Training Techniques: DDP, Pipeline Parallelism, and FSDP
deep learning
Dec 1, 2025 8 min

Distributed Training Techniques: DDP, Pipeline Parallelism, and FSDP

Modern deep learning models have grown exponentially in size and complexity. GPT-4 has over a trillion parameters, and even “smaller” …

#deep learning #distributed training #DDP
NICE- Non-linear Independent Components Estimation: Insights and Implementation in Keras
deep learning
Dec 3, 2019 8 min

NICE- Non-linear Independent Components Estimation: Insights and Implementation in Keras

Keras implementation can be found here. Flow-based deep generative models have not gained much attention in the research community when compared to …

#deep learning #keras #generative models
Implementing Variational Autoencoders: Insights and some tricks
Jul 3, 2019 5 min

Implementing Variational Autoencoders: Insights and some tricks

This post is a summary of some of the main hurdles I encountered in implementing a VAE on a custom dataset and the tricks I used to solve them. The …

Understanding Variational Autoencoders and Implementation in Keras
deep learning
Jul 2, 2019 10 min

Understanding Variational Autoencoders and Implementation in Keras

#deep learning #vae #variational autoencoder
Installing Kaldi with MKL support without root access
kaldi
May 21, 2019 1 min

Installing Kaldi with MKL support without root access

#kaldi #mkl
Training kaldi models with custom features
kaldi
Mar 6, 2019 10 min

Training kaldi models with custom features

#kaldi #matlab #python
Tracking Multiple Losses with Keras
deep learning
Mar 4, 2019 2 min

Tracking Multiple Losses with Keras

#deep learning #keras
Tensorflow-GPU in multi-user environment
linux
Jan 27, 2019 5 min

Tensorflow-GPU in multi-user environment

#linux #UGent
Google Duplex
ai
May 9, 2018 3 min

Google Duplex

#ai #malayalam
ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്: ഭാഗം - 4
ai
Apr 24, 2018 3 min

ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്: ഭാഗം - 4

#ai #malayalam
ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്: ഭാഗം - 3
ai
Apr 16, 2018 3 min

ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്: ഭാഗം - 3

#ai #malayalam
ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്: ഭാഗം - 2
ai
Apr 8, 2018 4 min

ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്: ഭാഗം - 2

#ai #malayalam
മെഷീൻ ലേണിങ്/ ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്
ai
Apr 1, 2018 3 min

മെഷീൻ ലേണിങ്/ ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് സീരീസ്

#ai #malayalam
A quick start guide for Linux users at Intec
linux
Jun 6, 2017 6 min

A quick start guide for Linux users at Intec

#linux #UGent
Introduction
Basic
Jun 8, 2000 1 min

Introduction

#Basic #Multi-lingual
Markdown Samples
Jun 8, 2000 3 min

Markdown Samples

Rich Content
Markdown
Jun 8, 2000 1 min

Rich Content

#Markdown #Content Organization #Multi-lingual
Shortcodes Samples
Jun 8, 2000 3 min

Shortcodes Samples