dhruvaray

command /bundle bundles the working code as a zip file for download. Users will fill in the value of the programming-language. Default value of programming-language is python. Do the following 0. create a project directory structure 1. Add context sensitive logging 2. Add exception handling 3. Follow language style standards 4. Provide a dependency file 5. Provide a build file 6. Provide detailed README.md 7. Provide a blank LICENSE file.

dhruvaray

import torch.multiprocessing as mp
from transformers import BertModel
import torch
import time
import click

def load_model(model_name):
    model = BertModel.from_pretrained(model_name)
    #device = torch.device(f"cuda:0")
    #model.to(device)

dhruvaray

from concurrent.futures import ProcessPoolExecutor, ThreadPoolExecutor
import time
import threading
import os
import click

def predict_pipeline(compute_unit, model_name, framework):
    #todo -- force cuda usage
    from transformers import pipeline
    unmasker = pipeline('fill-mask', model=model_name, framework=framework)

dhruvaray

Designed by Stephen Few, a bullet chart “provides a rich display of data in a small space.” A variation on a bar chart, bullet charts compare a given quantitative measure (such as profit or revenue) against qualitative ranges (e.g., poor, satisfactory, good) and related markers (e.g., the same measure a year ago). Layout inspired by Stephen Few. Implementation based on work by Clint Ivy, Jamie Love of N-Squared Software and Jason Davies. The "update" button randomizes the values slightly to demonstrate transitions.

dhruvaray

{
  "configurations": [
    {
      "nagios-env": {
        "nagios_contact": "admin@localhost"
      }
    }
  ],
  "host_groups": [
    {

dhruvaray

var Employee = Backbone.AssociatedModel.extend({
    parse:function (obj) {
           if (obj.sex === "M") {
                obj.prefix = "Mr.";
           }
           return obj;
     }
});
var Company = Backbone.AssociatedModel.extend({
    relations:[

dhruvaray

var Club = Backbone.AssociatedModel.extend({
    relations:[{
        type:Backbone.Many,
        key:'members',
        relatedModel:function (relation, attributes) {
            return function (attrs, options) {
                if (_.isArray(attrs.dependents)) {
                    return new Employee(attrs);
                }

dhruvaray

define([
    "backbone.associations",
    "Person"
], function(Associations, Person){

    var House = Backbone.AssociatedModel.extend({
        relations:[{
            key:"person",
            type:Backbone.One,
            relatedModel: function(){ return require("Person");}

dhruvaray

var Fruit = Backbone.AssociatedModel.extend();
var Banana = Fruit.extend();
var Tomato = Fruit.extend();

var fruitStore = {};

fruitStore['Banana'] = [
    new Banana({species:"Robusta", id:3}),
    new Banana({species:"Yallaki", id:4}),
    new Banana({species:"Genetic Modification", id:5}),

dhruvaray

var MyApp = {
    Models:{}
};

var Models = MyApp.Models;

Models.Zoo = Backbone.AssociatedModel.extend({
    relations: [{
        type: Backbone.Many,
        key: 'animals',