I unable to test the model

[bandarikanth]

I used this code. import tensorflow as tf import numpy as np

preprocessed data

from datasets.twitter import data import data_utils

load data from pickle and npy files

metadata, idx_q, idx_a = data.load_data(PATH='/home/kusuma/Videos/practical_seq2seq-master/datasets/twitter') (trainX, trainY), (testX, testY), (validX, validY) = data_utils.split_dataset(idx_q, idx_a)

parameters

xseq_len = testX.shape[-1] yseq_len = testY.shape[-1] batch_size = 16 xvocab_size = len(metadata['idx2w']) yvocab_size = xvocab_size emb_dim = 1024

import seq2seq_wrapper

import importlib importlib.reload(seq2seq_wrapper)

model = seq2seq_wrapper.Seq2Seq(xseq_len=xseq_len, yseq_len=yseq_len, xvocab_size=xvocab_size, yvocab_size=yvocab_size, ckpt_path='/home/kusuma/Videos/practical_seq2seq-master/ckpt/twitterseq2seq_model.ckpt-11000.data-00000-of-00001', emb_dim=emb_dim, num_layers=3 )

#val_batch_gen = data_utils.rand_batch_gen(validX, validY, 256) test_batch_gen = data_utils.rand_batch_gen(testX, testY, 256) #train_batch_gen = data_utils.rand_batch_gen(trainX, trainY, batch_size)

sess = model.test(test_batch_gen) #sess = model.restore_last_session()

input_ = test_batch_gen.next()[0] output = model.predict(sess, input_) print(output.shape) replies = [] for ii, oi in zip(input_.T, output): q = data_utils.decode(sequence=ii, lookup=metadata['idx2w'], separator=' ') decoded = data_utils.decode(sequence=oi, lookup=metadata['idx2w'], separator=' ').split(' ') if decoded.count('unk') == 0: if decoded not in replies: print('q : [{0}]; a : [{1}]'.format(q, ' '.join(decoded))) replies.append(decoded)

I got errors: usr/bin/python3.5 /home/kusuma/Videos/practical_seq2seq-master/test.py Traceback (most recent call last): File "/home/kusuma/Videos/practical_seq2seq-master/test.py", line 42, in Building Graph output = model.predict(sess, input_) File "/home/kusuma/Videos/practical_seq2seq-master/seq2seq_wrapper.py", line 175, in predict dec_op_v = sess.run(self.decode_outputs_test, feed_dict) AttributeError: 'NoneType' object has no attribute 'run'

[PedroPei]

Oh,I see.You didn't load your model to sess before you run it. You need to save your model after training using saver and load the model before you test it.