QANet

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How to reload model to make predictions?

447428054

how to predict answers for custom question and context by reusing loaded model

1

Hello All, I have many json files whose format are the same as the standard train file or dev file so can i feed that to this network and predict...

SachinIchake

ValueError: could not convert string to float: 'bewildered'

menggehe

why did u add this kind of dropout in every residual block

1

`def layer_dropout(inputs, residual, dropout): pred = tf.random_uniform([]) < dropout return tf.cond(pred, lambda: residual, lambda: tf.nn.dropout(inputs, 1.0 - dropout) + residual)`

xiongma

In highway network, H is a non_linear function. But in this report，H is a linear function. why this is? thanks!

kyang888

Why is the dropout here not every resudial block? 

liying123456

1.What is the meaning of config.hidden used in conv(), and why is the value of kernel size =5 in conv() , is it a parameter that needs to be debugged?...

liying123456

RuntimeError('cannot join current thread',) in <object repr() failed>

1

(.venv) ub16c9@ub16c9-gpu:~/ub16_prj/QANet$ python config.py --mode train Building model... WARNING:tensorflow:From /home/ub16c9/ub16_prj/QANet/layers.py:52: calling reduce_mean (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version. Instructions for updating: keep_dims...

SeekPoint

This repo cannot reproduce the result of original paper

2

Thank you for your implementation, it is very helpful for me. I run this code and can get the similar result when the number of heads equals to 1. But,...

DC-Swind

TODOs

6

This is an umbrella issue where we can collectively tackled some problems and improve general open source reading comprehension quality. **Goal** The network is already there. We just need to...

ghost