Deep Learning
15 articles in this category
AI NewsAI InfrastructureDeep Learning
Optimizing Deep Learning Workflows with NVIDIA Transformer Engine: FP8 and Mixed Precision Implementation
Learn to implement NVIDIA Transformer Engine with FP8 precision to accelerate training while maintaining accuracy through a robust fallback-enabled workflow.
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AI NewsDeep LearningMachine Learning
Meet SymTorch: A PyTorch Library for Translating Deep Learning Models into Mathematical Equations
Cambridge Researchers introduce SymTorch, a library using symbolic regression to translate PyTorch models into closed-form equations, achieving an 8.3% throughput increase in LLM inference benchmarks.
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AI NewsMachine LearningDeep Learning
Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax
A JAX-based tutorial implements self-attention and residual blocks, achieving 92% accuracy on synthetic data with adaptive optimization.
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