Arief Rahmansyah ariefrahmansyah

What is Transformers in NLP?

Concepts

Attention

Encoder-Decoder Attention: Attention between the input sequence and the output sequence.
Self attention in the input sequence: Attends to all the words in the input sequence.
Self attention in the output sequence: One thing we should be wary of here is that the scope of self attention is limited to the words that occur before a given word. This prevents any information leaks during the training of the model. This is done by masking the words that occur after it for each step. So for step 1, only the first word of the output sequence is NOT masked, for step 2, the first two words are NOT masked and so on.

Manage Docker as a non-root user

The docker daemon binds to a Unix socket instead of a TCP port. By default that Unix socket is owned by the user root and other users can only access it using sudo. The docker daemon always runs as the root user.

If you don’t want to use sudo when you use the docker command, create a Unix group called docker and add users to it. When the docker daemon starts, it makes the ownership of the Unix socket read/writable by the docker group.

Add the docker group if it doesn't already exist: sudo groupadd docker

	repeat
	set chargeState to do shell script "pmset -g batt \| awk '{printf \"%s %s\\n\", $4,$5;exit}'"
	set percentLeft to do shell script "pmset -g batt \| egrep -ow '([0-9]{1,3})[%]' \| egrep -ow '[0-9]{1,3}'"

	considering numeric strings
	if chargeState contains "Battery Power" and percentLeft ≤ 20 then
	display notification "Time to plug me in 🔌" with title "Battery Charge Boundary" sound name "Ping"
	#else if chargeState contains "AC Power" and percentLeft ≥ 80 then
	# display notification "Time to unplug me 🔋" with title "Battery Charge Boundary" sound name "Ping"
	end if

	repeat
	set chargeState to do shell script "pmset -g batt \| awk '{printf \"%s %s\\n\", $4,$5;exit}'"
	set percentLeft to do shell script "pmset -g batt \| egrep -ow '([0-9]{1,3})[%]' \| egrep -ow '[0-9]{1,3}'"
	considering numeric strings
	if chargeState contains "Battery Power" and percentLeft ≤ 40 then
	display notification "Time to plug me in :)" with title "Battery Charge Boundary"
	else if chargeState contains "AC Power" and percentLeft ≥ 80 then
	display notification "Time to unplug me :)" with title "Battery Charge Boundary"
	end if
	end considering

	//+build ignore

	// TensorFlow Serving gRPC interface generator.
	//
	// This script works around a bunch of issues (as of 2019-08-25) between Go's
	// protobuf compiler plugin, Go modules, and definitions of TensorFlow and
	// TensorFlow Serving proto files. It assumes that protoc and protoc-gen-go are
	// on your PATH.
	//
	// git clone -b r1.15 https://github.com/tensorflow/tensorflow.git

	history \| \
	awk '{CMD[$2]++;count++;}END { for (a in CMD)print CMD[a] " " CMD[a]/count*100 "% " a;}' \| \
	grep -v "./" \| \
	column -c3 -s " " -t \| \
	sort -nr \| nl \| head -n 10

	#!/bin/bash

	# To ensure that migrating from glide novendor to go list is giving us equal result.
	# https://github.com/jaegertracing/jaeger/pull/1127

	GLIDE_PKGS=$(glide novendor \| sort \| grep -v -e ./thrift-gen/... -e ./swagger-gen/... -e ./examples/... -e ./scripts/...)
	GO_PKGS=$(go list ./... \| grep -v -e examples -e scripts -e swagger-gen -e thrift-gen)

	GOCACHE="/Users/ariefrahmansyah/Library/Caches/go-build"
	clear_cache() {

	GO=go
	GOBUILD=${GO} build
	GOINSTALL=${GO} install
	GOTEST=${GO} test
	GODEP=dep

	export NOW=$(shell date +'%FT%T%z')

	ROOT_PATH="github.com/ariefrahmansyah"
	APP_NAME="[MY-AWESOME-APP]"