Google says its custom machine learning chips are often 15-30x faster than GPUs and CPUs | TechCrunch
CPU, GPU, FPGA or TPU: Which one to choose for my Machine Learning training? – InAccel
Deep Learning: The Latest Trend In AI And ML | Qubole
Google's dedicated TensorFlow processor, or TPU, crushes Intel, Nvidia in inference workloads - ExtremeTech
Can You Close the Performance Gap Between GPU and CPU for DL?
Production Deep Learning with NVIDIA GPU Inference Engine | NVIDIA Technical Blog
Training Neural Networks on TPU vs GPU vs CPU - Speed and Performance Tests - YouTube
Deep Learning Benchmarks of NVIDIA Tesla P100 PCIe, Tesla K80, and Tesla M40 GPUs - Microway
Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning than Cloud GPUs | Max Woolf's Blog
Lecture 8 Deep Learning Software · BuildOurOwnRepublic
Multi-GPU and Distributed Deep Learning - frankdenneman.nl
Processing AI at the Edge: GPU, VPU, FPGA, ASIC Explained - ADLINK Blog
What is a GPU and do you need one in Deep Learning? | by Jason Dsouza | Towards Data Science
Does making and training neural networks require more CPU or GPU power? - Quora
CPU vs GPU | Neural Network
Meet the Supercharged Future of Big Data: GPU Databases
Inference: The Next Step in GPU-Accelerated Deep Learning | NVIDIA Technical Blog
What is CPU,GPU and TPU? Understanding these 3 processing units using Artificial Neural Networks. - YouTube
Best Deals in Deep Learning Cloud Providers | by Jeff Hale | Towards Data Science
When to use CPUs vs GPUs vs TPUs in a Kaggle Competition? | by Paul Mooney | Towards Data Science
TensorFlow performance test: CPU VS GPU | by Andriy Lazorenko | Medium
FPGA vs GPU for Machine Learning Applications: Which one is better? - Blog - Company - Aldec
CPU, GPU or FPGA: Performance evaluation of cloud computing platforms for Machine Learning training – InAccel
GitHub - moritzhambach/CPU-vs-GPU-benchmark-on-MNIST: compare training duration of CNN with CPU (i7 8550U) vs GPU (mx150) with CUDA depending on batch size
