HarshTrivedi

#########################################################
local setting = std.extVar("setting"); #options: full, fixture
local num_cores = std.parseInt(std.extVar("num_cores"));
#########################################################

# Set this for memory optimization
local activation_checkpointing = false;

local seed = 100;
local transformer_model_name = "nielsr/nt5-small-rc1";

HarshTrivedi

# Source Link: https://www.digitalocean.com/community/tutorials/how-to-install-and-use-docker-on-ubuntu-18-04

sudo apt update
sudo apt install apt-transport-https ca-certificates curl software-properties-common
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu bionic stable"

sudo apt update
apt-cache policy docker-ce
# Should see something like (may be with different version number):

HarshTrivedi

import torch
from torch import LongTensor
from torch.nn import Embedding, LSTM
from torch.autograd import Variable
from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence

## We want to run LSTM on a batch of 3 character sequences ['long_str', 'tiny', 'medium']
#
#     Step 1: Construct Vocabulary
#     Step 2: Load indexed data (list of instances, where each instance is list of character indices)

HarshTrivedi

// Use Gists to store code you would like to remember later on
console.log(window); // log the "window" object to the console

HarshTrivedi

#!/bin/sh

# This script will migrate schema and data from a SQLite3 database to PostgreSQL.
# Schema translation based on http://stackoverflow.com/a/4581921/1303625.
# Some column types are not handled (e.g blobs).

SQLITE_DB_PATH=$1
PG_DB_NAME=$2
PG_USER_NAME=$3