Author Archives: wsmhy2011

Shamelessly reposting link from Horace He’s blog, he’s also FB-er : https://horace.io/brrr_intro.html

Feb 16, 2021 I’d like to start our discussion from examine a human’s daily life. We all know that human brain has evolved tens thousands of years ever since the debut of homo-sapien – to a large degree marks the debut of human intelligence. But besides just human animals are also considered as intelligent, thisContinue reading “A Daily Life of AI Agent”

Aug 02, 2020 Training a puppy is a fun experience. Our little pokie is turning 1 yr old, and turning into a cutie-pie. This thoughts emerged while training my own dog. There’re many examples that reflected the fundamental difference between how human learn vs how animal. One of the key observations is the lack ofContinue reading “How An AI Scientist Train His Puppy”

Shamelessly sharing blog post from Colah: http://colah.github.io/posts/2015-08-Understanding-LSTMs/ this is an incredible illustrative post on what LSTM is and how they were proposed. Big shoutout here and I’d recommend every Deep learning beginners to checkout this blog post. In addition to that, this https://jasdeep06.github.io/posts/Understanding-LSTM-in-Tensorflow-MNIST/ is also a good hands-on tutorial on LSTM in tensorflow. It peeled ofContinue reading “Incredible blog post on understanding LSTM network”

It comes to a point that inevitably, I gotta mount a shared drive between my work mac, my personal mac and the remote GPU instance I’m snitching at. I need a confluent development experience on multiple machines, rsync is terrible and IDE is out of question here. Hmmmm so how did I setup a centralizedContinue reading “quick setup remote workspaces using sshfs”

Although AWS has launched various GPU-powered instances + DL library pre-installed amis, it’s lack of support for remote GUI access still blocking some of the debugging jobs better facilitated by a GUI system. For instance, so far Ubuntu instances still doesn’t have multiple-platform RDP support, you cannot install ubuntu-desktop on your instance and expect AWS willContinue reading “Accessing tensorboard on AWS GPU powered instances”

Dealing with arrays is one of the most trivial however painstaking thing programmers needs to tackle. C/C++ fans have the choice of either fully containerized vectors + advanced data structures, or falling back the primal c pointer arrays. Go sort of absorbs both the c style pointer and the convenient container features modern languages likeContinue reading “sneak-peek on golang’s array/slice allocation”