Batch Norm in PyTorch - Add Normalization to Conv Net Layers

In this episode, we're going to see how we can add batch normalization to a convolutional neural network.

🕒🦎 VIDEO SECTIONS 🦎🕒

00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:30 What is Batch Norm?
04:04 Creating Two CNNs Using nn.Sequential
09:42 Preparing the Training Set
10:45 Injecting Networks Into Our Testing Framework
14:55 Running the Tests - BatchNorm vs. NoBatchNorm
16:30 Dealing with Error Caused by TensorBoard
19:49 Collective Intelligence and the DEEPLIZARD HIVEMIND

💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥

👋 Hey, we're Chris and Mandy, the creators of deeplizard!

👉 Check out the website for more learning material:
🔗 https://deeplizard.com

💻 ENROLL TO GET DOWNLOAD ACCESS TO CODE FILES
🔗 https://deeplizard.com/resources

🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind

🧠 Use code DEEPLIZARD at checkout to receive 15% off your first Neurohacker order
👉 Use your receipt from Neurohacker to get a discount on deeplizard courses
🔗 https://neurohacker.com/shop?rfsn=648...

👀 CHECK OUT OUR VLOG:
🔗    / deeplizardvlog  

❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Mano Prime
Ling Li

🚀 Boost collective intelligence by sharing this video on social media!

👀 Follow deeplizard:
Our vlog:    / deeplizardvlog  
Facebook:   / deeplizard  
Instagram:   / deeplizard  
Twitter:   / deeplizard  
Patreon:   / deeplizard  
YouTube:    / deeplizard  

🎓 Deep Learning with deeplizard:
Deep Learning Dictionary - https://deeplizard.com/course/ddcpailzrd
Deep Learning Fundamentals - https://deeplizard.com/course/dlcpailzrd
Learn TensorFlow - https://deeplizard.com/course/tfcpailzrd
Learn PyTorch - https://deeplizard.com/course/ptcpailzrd
Natural Language Processing - https://deeplizard.com/course/txtcpai...
Reinforcement Learning - https://deeplizard.com/course/rlcpailzrd
Generative Adversarial Networks - https://deeplizard.com/course/gacpailzrd

🎓 Other Courses:
DL Fundamentals Classic - https://deeplizard.com/learn/video/gZ...
Deep Learning Deployment - https://deeplizard.com/learn/video/SI...
Data Science - https://deeplizard.com/learn/video/d1...
Trading - https://deeplizard.com/learn/video/Zp...

🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard

🎵 deeplizard uses music by Kevin MacLeod
🔗    / @incompetech_kmac  

❤️ Please use the knowledge gained from deeplizard content for good, not evil.