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Hard Questions: Social Media and Democracy - meta.com
Hard Questions: Social Media and Democracy meta.com
Bringing People Closer Together - meta.com
Bringing People Closer Together meta.com
Alexa and her backup singers are ready to ring in the new year - About Amazon
Alexa and her backup singers are ready to ring in the new year About Amazon
Replacing Disputed Flags With Related Articles - meta.com
Replacing Disputed Flags With Related Articles meta.com
New Tools to Prevent Harassment - meta.com
New Tools to Prevent Harassment meta.com
Hard Questions: Is Spending Time on Social Media Bad for Us? - meta.com
Hard Questions: Is Spending Time on Social Media Bad for Us? meta.com
Block-sparse GPU kernels
We’re releasing highly-optimized GPU kernels for an underexplored class of neural network architectures: networks with block-sparse weights. Depending on the chosen sparsity, these kernels can run orders of magnitude faster than cuBLAS or cuSPARSE. We’ve used them to attain state-of-the-art results in text sentiment analysis and generative modeling of text and images.
Block-sparse GPU kernels
We’re releasing highly-optimized GPU kernels for an underexplored class of neural network architectures: networks with block-sparse weights. Depending on the chosen sparsity, these kernels can run orders of magnitude faster than cuBLAS or cuSPARSE. We’ve used them to attain state-of-the-art results in text sentiment analysis and generative modeling of text and images.
Facebook’s 2017 Year In Review - meta.com
Facebook’s 2017 Year In Review meta.com
Introducing Messenger Kids, a New App For Families to Connect - meta.com
Introducing Messenger Kids, a New App For Families to Connect meta.com
Hard Questions: So Your Kids Are Online, But Will They Be Alright? - meta.com
Hard Questions: So Your Kids Are Online, But Will They Be Alright? meta.com
Facebook Social Good Forum: Announcing New Tools and Initiatives for Communities to Help Each Other - meta.com
Facebook Social Good Forum: Announcing New Tools and Initiatives for Communities to Help Each Other meta.com
A look back at 10 years of the Amazon Kindle - About Amazon
A look back at 10 years of the Amazon Kindle About Amazon
Introducing our first airplane: Amazon One - About Amazon
Introducing our first airplane: Amazon One About Amazon
Send Money to Friends in Messenger – Now in Euros and British Pounds - meta.com
Send Money to Friends in Messenger – Now in Euros and British Pounds meta.com
Amazon’s Joining Forces pledge - About Amazon
Amazon’s Joining Forces pledge About Amazon
Semi – Electric Semi Truck - Tesla
Semi – Electric Semi Truck Tesla
Update on Our Advertising Transparency and Authenticity Efforts - meta.com
Update on Our Advertising Transparency and Authenticity Efforts meta.com
Learning a hierarchy
We’ve developed a hierarchical reinforcement learning algorithm that learns high-level actions useful for solving a range of tasks, allowing fast solving of tasks requiring thousands of timesteps. Our algorithm, when applied to a set of navigation problems, discovers a set of high-level actions for walking and crawling in different directions, which enables the agent to master new navigation tasks quickly.
Learning a hierarchy
We’ve developed a hierarchical reinforcement learning algorithm that learns high-level actions useful for solving a range of tasks, allowing fast solving of tasks requiring thousands of timesteps. Our algorithm, when applied to a set of navigation problems, discovers a set of high-level actions for walking and crawling in different directions, which enables the agent to master new navigation tasks quickly.