This blog post compares deep learning to the brain and derives an estimate of computational power for the brain which is used to predict the singularity. | Continue reading
In this guide I analyse hardware from CPU to SSD and their impact on performance for deep learning so that you can choose the hardware that you really need. | Continue reading
Convolution is probably the most important concept in deep learning right now. It was convolution and convolutional nets that catapulted deep learning to the forefront of almost any machine learning task there is. But what makes convolution so powerful? How does it work? In this … | Continue reading
How to pick a good advisor? How important is school prestige? How important are peers? I answer these questions and help you find the right grad school. | Continue reading
Scientists often lament their lack of creativity when they are actually creative. This blog posts looks closer where their thinking might went wrong. | Continue reading
You want a cheap high performance GPU for deep learning? In this blog post I will guide through the choices, so you can find the GPU which is best for you. | Continue reading
You want a cheap high performance GPU for deep learning? In this blog post I will guide through the choices, so you can find the GPU which is best for you. | Continue reading
In this guide I analyse hardware from CPU to SSD and their impact on performance for deep learning so that you can choose the hardware that you really need. | Continue reading
You want a cheap high performance GPU for deep learning? In this blog post I will guide through the choices, so you can find the GPU which is best for you. | Continue reading
Here I develop a theoretical model of TPUs vs GPUs for transformers as used by BERT and show that current GPUs are about 32% to 54% slower for this task. | Continue reading
You want a cheap high performance GPU for deep learning? In this blog post I will guide through the choices, so you can find the GPU which is best for you. | Continue reading