How DeepMind Is Using JAX To Accelerate AI Research

JAX is a Python library developed by Google researchers for high-performance numerical computing. Its API is based on NumPy. NumPy is a...

Microsoft And The University Of California, Merced Introduces ZeRO-Offload, A Novel Heterogeneous DeepLearning Training...

We are progressing towards an era of technology that is becoming heavily dependent on Deep Learning (DL) models. As these models' size increases...

DeepMind Has Reconciled Existing Neural Network Limitations To Outperform Neuro-Symbolic Models

Neural networks have achieved success in various perceptual tasks. However, it is stated that they are ineffective in solving problems requiring higher-level...

Google Open-Sources TensorFlow Recommenders (TFRS): Helping Users Find What They Love

‘Recommendation’ is something you come across every day on almost every online platform, from the morning news stories to the late-night online TV...

TensorFlow Open Sources An End-To-End Solution For TFLite On-Device Recommendation

TensorFlow open-sources an end-to-end solution for on-device recommendation tasks to provide personalized and high-quality recommendations with minimal delay while preserving users’ privacy. Developers build...

Tired Of Tedious Pre-Processing Tasks? Try TensorFlow Lite Task Library!

Every developer loves TensorFlow and even more when you can implement it directly on Android. But we have to do a lot...

Exploring The Power Of Data In Quantum Machine Learning

Quantum computers have the capability to develop quantum machine learning algorithms. These algorithms can achieve better performance for modeling quantum-mechanical systems such as molecules,...

Google AI Introduces Performer: A Generalized Attention Framework based on the Transformer architecture

Transformer model, a deep learning framework, has achieved state-of-the-art results across diverse domains, including natural language, conversation, images, and even music. The core block of any...

TensorFlow Releases Its New Update: TensorFlow 2.4.0-rc4

TensorFlow has recently released its new update, TensorFlow 2.4.0-rc4. TensorFlow Profiler now supports profiling MultiWorkerMirroredStrategy that is now a stable API and tracing multiple...

OpenAI Introduces DALL·E: A Neural Network That Creates Images From Text Descriptions

OpenAI has recently trained a neural network called DALL·E that creates images from text descriptions for various concepts expressible in natural language. 
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