zhaoyanpeng

class AttnCPCFG(CPCFG):
    """ Weighted Compound PCFGs
    """
    def __init__(self, V, NT, T, *args,
                 h_dim = 512,
                 w_dim = 512,
                 z_dim = 64,
                 s_dim = 256, **kwargs):
        super(AttnCPCFG, self).__init__(
                 V, NT, T, *args,

zhaoyanpeng

import torch
import os, sys
import re, time, json, pickle
import numpy as np
from tqdm import tqdm
from PIL import Image

import torch
import torch.nn as nn
import torch.utils.data as data

zhaoyanpeng

('single_and.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/single_and.json')

How many <Z3> <C3> <M3> <S3>s are [both] <R2> the <Z2> <C2> <M2> <S2> and <R> the <Z> <C> <M> <S>?
What number of <Z3> <C3> <M3> <S3>s are [both] <R2> the <Z2> <C2> <M2> <S2> and <R> the <Z> <C> <M> <S>?

There are <ANS> <Z3> <C3> <M3> <S3>s that are [both] <R2> the <Z2> <C2> <M2> <S2> and <R> the <Z> <C> <M> <S>.
The number of <Z3> <C3> <M3> <S3>s that are [both] <R2> the <Z2> <C2> <M2> <S2> and <R> the <Z> <C> <M> <S> is <ANS>.

('single_and.json', 1, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/single_and.json')

zhaoyanpeng

('compare_integer.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/compare_integer.json')

Are there an equal number of <Z> <C> <M> <S>s and <Z2> <C2> <M2> <S2>s?
Are there the same number of <Z> <C> <M> <S>s and <Z2> <C2> <M2> <S2>s?
Is the number of <Z> <C> <M> <S>s the same as the number of <Z2> <C2> <M2> <S2>s?

There are an equal number of <Z> <C> <M> <S>s and <Z2> <C2> <M2> <S2>s.
There are the same number of <Z> <C> <M> <S>s and <Z2> <C2> <M2> <S2>s.
The number of <Z> <C> <M> <S>s is the same as the number of <Z2> <C2> <M2> <S2>s.

zhaoyanpeng

('comparison.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/comparison.json')

Do the <Z> <C> <M> <S> and the <Z2> <C2> <M2> <S2> have the same size?
Is the size of the <Z> <C> <M> <S> the same as the <Z2> <C2> <M2> <S2>?
Do the <Z> <C> <M> <S> and the <Z2> <C2> <M2> <S2> have the same size?
Is the <Z> <C> <M> <S> the same size as the <Z2> <C2> <M2> <S2>?
Does the <Z> <C> <M> <S> have the same size as the <Z2> <C2> <M2> <S2>?

The <Z> <C> <M> <S> and the <Z2> <C2> <M2> <S2> have the same size.
The <Z> <C> <M> <S> and the <Z2> <C2> <M2> <S2> are of the same size.

zhaoyanpeng

('single_or.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/single_or.json')

How many things are [either] <Z> <C> <M> <S>s or <Z2> <C2> <M2> <S2>s?
How many objects are [either] <Z> <C> <M> <S>s or <Z2> <C2> <M2> <S2>s?
What number of things are [either] <Z> <C> <M> <S>s or <Z2> <C2> <M2> <S2>s?
What number of objects are [either] <Z> <C> <M> <S>s or <Z2> <C2> <M2> <S2>s?

There are <ANS> things that are [either] <Z> <C> <M> <S>s or <Z2> <C2> <M2> <S2>s.
There are <ANS> objects that are [either] <Z> <C> <M> <S>s or <Z2> <C2> <M2> <S2>s.
The number of things that are [either] <Z> <C> <M> <S>s or <Z2> <C2> <M2> <S2>s is <ANS>.

zhaoyanpeng

('zero_hop.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/zero_hop.json')

How many <Z> <C> <M> <S>s are there?
What number of <Z> <C> <M> <S>s are there?

There are <ANS> <Z> <C> <M> <S>s.
The number of <Z> <C> <M> <S>s is <ANS>.

('zero_hop.json', 1, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/zero_hop.json')

zhaoyanpeng

('same_relate.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/same_relate.json')

Are there any other things that have the same size as the <Z> <C> <M> <S>?
Is there anything else that has the same size as the <Z> <C> <M> <S>?
Is there any other thing that has the same size as the <Z> <C> <M> <S>?
Are there any other things that are the same size as the <Z> <C> <M> <S>?
Is there anything else that is the same size as the <Z> <C> <M> <S>?
Is there any other thing that is the same size as the <Z> <C> <M> <S>?

There are some other things that have the same size as the <Z> <C> <M> <S>.

zhaoyanpeng

('two_hop.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/two_hop.json')

How many <Z3> <C3> <M3> <S3>s are <R2> the <Z2> <C2> <M2> <S2> [that is] <R> the <Z> <C> <M> <S>?
What number of <Z3> <C3> <M3> <S3>s are <R2> the <Z2> <C2> <M2> <S2> [that is] <R> the <Z> <C> <M> <S>?
There is a <Z2> <C2> <M2> <S2> [that is] <R> the <Z> <C> <M> <S>; how many <Z3> <C3> <M3> <S3>s are <R2> it?
There is a <Z2> <C2> <M2> <S2> [that is] <R> the <Z> <C> <M> <S>; what number of <Z3> <C3> <M3> <S3>s are <R2> it?

There are <ANS> <Z3> <C3> <M3> <S3>s [that are] <R2> the <Z2> <C2> <M2> <S2> [that is] <R> the <Z> <C> <M> <S>.
The number of <Z3> <C3> <M3> <S3>s [that are] <R2> the <Z2> <C2> <M2> <S2> [that is] <R> the <Z> <C> <M> <S> is <ANS>.
There is a <Z2> <C2> <M2> <S2> [that is] <R> the <Z> <C> <M> <S>; there are <ANS> <Z3> <C3> <M3> <S3>s [that are] <R2> it.

zhaoyanpeng

('one_hop.json', 0, '/mnt/yann/code/clevr-caption/question_generation_2.0/CAPTION_templates/one_hop.json')

What number of <Z2> <C2> <M2> <S2>s are <R> the <Z> <C> <M> <S>?
How many <Z2> <C2> <M2> <S2>s are <R> the <Z> <C> <M> <S>?
There is a <Z> <C> <M> <S>; how many <Z2> <C2> <M2> <S2>s are <R> it?
There is a <Z> <C> <M> <S>; what number of <Z2> <C2> <M2> <S2>s are <R> it?

The number of <Z2> <C2> <M2> <S2>s [that are] <R> the <Z> <C> <M> <S> is <ANS>.
There are <ANS> <Z2> <C2> <M2> <S2>s [that are] <R> the <Z> <C> <M> <S>.
There is a <Z> <C> <M> <S>; there are <ANS> <Z2> <C2> <M2> <S2>s [that are] <R> it.