Can You Close the Performance Gap Between GPU and CPU for DL?
Introduction to TensorFlow — CPU vs GPU | by Erik Hallström | Medium
TensorFlow CPUs and GPUs Configuration | by Li Yin | Medium
Run a TensorFlow SavedModel in Node.js directly without conversion — The TensorFlow Blog
TensorFlow slower using GPU then u… | Apple Developer Forums
Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning than Cloud GPUs | Max Woolf's Blog
Recommended PC Hardware for Machine Learning / AI in 2022
PyTorch, Tensorflow, and MXNet on GPU in the same environment and GPU vs CPU performance – Syllepsis
Optimize TensorFlow GPU performance with the TensorFlow Profiler | TensorFlow Core
TensorFlow performance test: CPU VS GPU | by Andriy Lazorenko | Medium
Tensorflow Object Detection API, runs only on CPU with error Ignoring device specification /device:GPU:0 for node 'prefetch_queue_Dequeue' - Stack Overflow
Do we really need GPU for Deep Learning? - CPU vs GPU | by Shachi Shah | Medium
Using multiple GPUs in Tensorflow-… | Apple Developer Forums
Improved TensorFlow 2.7 Operations for Faster Recommenders with NVIDIA — The TensorFlow Blog
The Best GPUs for Deep Learning in 2020 — An In-depth Analysis
TensorFlow Lite Now Faster with Mobile GPUs — The TensorFlow Blog
The Best GPUs for Deep Learning in 2020 — An In-depth Analysis
Optimize your CPU for Deep Learning | by Param Popat | Towards Data Science
Overcoming Data Preprocessing Bottlenecks with TensorFlow Data Service, NVIDIA DALI, and Other Methods | by Chaim Rand | Towards Data Science
Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning than Cloud GPUs | Max Woolf's Blog
GPUDirect Storage: A Direct Path Between Storage and GPU Memory | NVIDIA Technical Blog
Speed up model inference with Vertex AI Predictions' optimized TensorFlow runtime | Google Cloud Blog
When to use CPUs vs GPUs vs TPUs in a Kaggle Competition? | by Paul Mooney | Towards Data Science
Accelerating Wide & Deep Recommender Inference on GPUs | NVIDIA Technical Blog
python - tensorflow run time stable on CPU, but goes up on GPU - Stack Overflow
