A novel mixed precision distributed tpu gan for accelerated learning curve

HIGHLIGHTS

• who: Harini Sriraman from the School of Computer and Engineering, Vellore Institute of Technology, Chennai, India have published the Article: A Novel Mixed Precision Distributed TPU GAN for Accelerated Learning Curve, in the Journal: (JOURNAL)
• what: The authors investigate the performance of TensorFlow 2.2 in distributed training utilizing Google Collaborative Notebooks.
• how: For adequate acceleration of the GAN network the data parallel SGD (Stochastic Gradient Descent) model is implemented in multi-core TPU using distributed TensorFlow with mixed precision bfloat16 and XLA (Accelerated Linear Algebra). The study was conducted on the MNIST . . .
  

   

  

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