From 82ed8835fc2e7495f683519125cfb16737cb02c5 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Sun, 1 Oct 2017 07:58:14 -0400 Subject: [PATCH 01/65] Fixed topk decoder. --- seq2seq/models/DecoderRNN.py | 56 ++++++++------ seq2seq/models/TopKDecoder.py | 58 +++++++-------- tests/test_topkdecoder.py | 136 ++++++++++++++++++++++++++++++++++ 3 files changed, 197 insertions(+), 53 deletions(-) create mode 100644 tests/test_topkdecoder.py diff --git a/seq2seq/models/DecoderRNN.py b/seq2seq/models/DecoderRNN.py index bb96a8f..ff63866 100644 --- a/seq2seq/models/DecoderRNN.py +++ b/seq2seq/models/DecoderRNN.py @@ -109,32 +109,10 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, function=F.log_softmax, teacher_forcing_ratio=0): ret_dict = dict() if self.use_attention: - if encoder_outputs is None: - raise ValueError("Argument encoder_outputs cannot be None when attention is used.") ret_dict[DecoderRNN.KEY_ATTN_SCORE] = list() - if inputs is None: - if teacher_forcing_ratio > 0: - raise ValueError("Teacher forcing has to be disabled (set 0) when no inputs is provided.") - if inputs is None and encoder_hidden is None: - batch_size = 1 - else: - if inputs is not None: - batch_size = inputs.size(0) - else: - if self.rnn_cell is nn.LSTM: - batch_size = encoder_hidden[0].size(1) - elif self.rnn_cell is nn.GRU: - batch_size = encoder_hidden.size(1) - - if inputs is None: - inputs = Variable(torch.LongTensor([self.sos_id]), - volatile=True).view(batch_size, -1) - if torch.cuda.is_available(): - inputs = inputs.cuda() - max_length = self.max_length - else: - max_length = inputs.size(1) - 1 # minus the start of sequence symbol + inputs, batch_size, max_length = self._validate_args(inputs, encoder_hidden, encoder_outputs, + function, teacher_forcing_ratio) decoder_hidden = self._init_state(encoder_hidden) use_teacher_forcing = True if random.random() < teacher_forcing_ratio else False @@ -200,3 +178,33 @@ def _cat_directions(self, h): h = torch.cat([h[0:h.size(0):2], h[1:h.size(0):2]], 2) return h + def _validate_args(self, inputs, encoder_hidden, encoder_outputs, function, teacher_forcing_ratio): + if self.use_attention: + if encoder_outputs is None: + raise ValueError("Argument encoder_outputs cannot be None when attention is used.") + + # inference batch size + if inputs is None and encoder_hidden is None: + batch_size = 1 + else: + if inputs is not None: + batch_size = inputs.size(0) + else: + if self.rnn_cell is nn.LSTM: + batch_size = encoder_hidden[0].size(1) + elif self.rnn_cell is nn.GRU: + batch_size = encoder_hidden.size(1) + + # set default input and max decoding length + if inputs is None: + if teacher_forcing_ratio > 0: + raise ValueError("Teacher forcing has to be disabled (set 0) when no inputs is provided.") + inputs = Variable(torch.LongTensor([self.sos_id] * batch_size), + volatile=True).view(batch_size, 1) + if torch.cuda.is_available(): + inputs = inputs.cuda() + max_length = self.max_length + else: + max_length = inputs.size(1) - 1 # minus the start of sequence symbol + + return inputs, batch_size, max_length diff --git a/seq2seq/models/TopKDecoder.py b/seq2seq/models/TopKDecoder.py index efd3623..17840f4 100644 --- a/seq2seq/models/TopKDecoder.py +++ b/seq2seq/models/TopKDecoder.py @@ -4,7 +4,7 @@ from .baseRNN import BaseRNN -class TopKDecoder(BaseRNN): +class TopKDecoder(torch.nn.Module): r""" Top-K decoding with beam search. @@ -37,47 +37,45 @@ class TopKDecoder(BaseRNN): """ def __init__(self, decoder_rnn, k): - super(TopKDecoder, self).__init__(decoder_rnn.lang, decoder_rnn.max_length) + super(TopKDecoder, self).__init__() self.rnn = decoder_rnn self.k = k - self.V = self.rnn.lang.get_vocab_size() - self.SOS = self.rnn.lang.SOS_token_id - self.EOS = self.rnn.lang.EOS_token_id + self.hidden_size = self.rnn.hidden_size + self.V = self.rnn.output_size + self.SOS = self.rnn.sos_id + self.EOS = self.rnn.eos_id - def forward_rnn(self, inputs=None, encoder_hidden=None, encoder_outputs=None, function=F.log_softmax, - retain_output_probs=True): + def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, function=F.log_softmax, + teacher_forcing_ratio=0, retain_output_probs=True): """ Forward rnn for MAX_LENGTH steps. Look at :func:`seq2seq.models.DecoderRNN.DecoderRNN.forward_rnn` for details. """ - # TODO: Looks like encoder_hidden is not optional, we need unit tests - # for this class - # Get batch size, assuming h_0 is num_layers*directions x b x hidden_dim - b = encoder_hidden.size(1) - h = encoder_hidden.size(2) + inputs, batch_size, max_length = self.rnn._validate_args(inputs, encoder_hidden, encoder_outputs, + function, teacher_forcing_ratio) - self.pos_index = Variable(torch.LongTensor(range(b)) * self.k).view(-1, 1) + self.pos_index = Variable(torch.LongTensor(range(batch_size)) * self.k).view(-1, 1) # Inflate the initial hidden states to be of size: b*k x h - hidden = self._inflate(encoder_hidden, self.k) + if encoder_hidden is None: + hidden = None + else: + hidden = self._inflate(encoder_hidden, self.k) # ... same idea for encoder_outputs and decoder_outputs if self.rnn.use_attention: - if encoder_outputs is None: - raise ValueError("Argument encoder_outputs cannot be None when attention is used.") - else: - inflated_encoder_outputs = self._inflate(encoder_outputs, self.k) + inflated_encoder_outputs = self._inflate(encoder_outputs, self.k) else: inflated_encoder_outputs = None # Initialize the scores; for the first step, # ignore the inflated copies to avoid duplicate entries in the top k - sequence_scores = torch.Tensor(b*self.k, 1) + sequence_scores = torch.Tensor(batch_size * self.k, 1) sequence_scores.fill_(-float('Inf')) - sequence_scores.index_fill_(0, torch.LongTensor([i*self.k for i in range(0, b)]), 0.0) + sequence_scores.index_fill_(0, torch.LongTensor([i * self.k for i in range(0, batch_size)]), 0.0) sequence_scores = Variable(sequence_scores) # Initialize the input vector - input_var = Variable(torch.transpose(torch.LongTensor([[self.SOS]*b*self.k]), 0, 1)) + input_var = Variable(torch.transpose(torch.LongTensor([[self.SOS] * batch_size * self.k]), 0, 1)) # Store decisions for backtracking stored_outputs = list() @@ -86,10 +84,11 @@ def forward_rnn(self, inputs=None, encoder_hidden=None, encoder_outputs=None, fu stored_emitted_symbols = list() stored_hidden = list() - for _ in range(0, self.rnn.max_length): + for _ in range(0, max_length): # Run the RNN one step forward - log_softmax_output, hidden, _ = self.rnn.forward_step(input_var, hidden, inflated_encoder_outputs, function=function) + log_softmax_output, hidden, _ = self.rnn.forward_step(input_var, hidden, + inflated_encoder_outputs, function=function) # If doing local backprop (e.g. supervised training), retain the output layer if retain_output_probs: @@ -97,15 +96,15 @@ def forward_rnn(self, inputs=None, encoder_hidden=None, encoder_outputs=None, fu # To get the full sequence scores for the new candidates, add the local scores for t_i to the predecessor scores for t_(i-1) sequence_scores = self._inflate(sequence_scores, self.V) - sequence_scores += log_softmax_output - scores, candidates = sequence_scores.view(b, -1).topk(self.k, dim=1) + sequence_scores += log_softmax_output.squeeze(1) + scores, candidates = sequence_scores.view(batch_size, -1).topk(self.k, dim=1) # Reshape input = (bk, 1) and sequence_scores = (bk, 1) - input_var = (candidates % self.V).view(b * self.k, 1) - sequence_scores = scores.view(b * self.k, 1) + input_var = (candidates % self.V).view(batch_size * self.k, 1) + sequence_scores = scores.view(batch_size * self.k, 1) # Update fields for next timestep - predecessors = (candidates / self.V + self.pos_index.expand_as(candidates)).view(b*self.k, 1) + predecessors = (candidates / self.V + self.pos_index.expand_as(candidates)).view(batch_size * self.k, 1) hidden = hidden.index_select(1, predecessors.squeeze()) # Update sequence scores and erase scores for end-of-sentence symbol so that they aren't expanded @@ -121,7 +120,8 @@ def forward_rnn(self, inputs=None, encoder_hidden=None, encoder_outputs=None, fu # Do backtracking to return the optimal values output, h_t, h_n, s, l, p = self._backtrack(stored_outputs, stored_hidden, - stored_predecessors, stored_emitted_symbols, stored_scores, b, h) + stored_predecessors, stored_emitted_symbols, + stored_scores, batch_size, self.hidden_size) # Build return objects decoder_outputs = [step[:, 0, :] for step in output] diff --git a/tests/test_topkdecoder.py b/tests/test_topkdecoder.py new file mode 100644 index 0000000..f91e308 --- /dev/null +++ b/tests/test_topkdecoder.py @@ -0,0 +1,136 @@ +import unittest + +import torch +import torch.nn.functional as F +import numpy as np + +from seq2seq.models import DecoderRNN, TopKDecoder + +class TestDecoderRNN(unittest.TestCase): + + @classmethod + def setUpClass(self): + self.vocab_size = 3 + + def test_init(self): + decoder = DecoderRNN(self.vocab_size, 50, 16, 0, 1, input_dropout_p=0) + TopKDecoder(decoder, 3) + + def test_k_1(self): + """ When k=1, the output of topk decoder should be the same as a normal decoder. """ + batch_size = 1 + eos = 1 + for _ in range(10): + # Repeat the randomized test multiple times + decoder = DecoderRNN(self.vocab_size, 50, 16, 0, eos) + for param in decoder.parameters(): + param.data.uniform_(-1, 1) + topk_decoder = TopKDecoder(decoder, 1) + + output, hidden, other = decoder() + output_topk, hidden_topk, other_topk = topk_decoder() + + self.assertEqual(len(output), len(output_topk)) + + finished = [False] * batch_size + seq_scores = [0] * batch_size + + for t_step in range(len(output)): + score, _ = output[t_step].topk(1) + symbols = other['sequence'][t_step] + for b in range(batch_size): + seq_scores[b] += score[b].data[0] + symbol = symbols[b].data[0] + if not finished[b] and symbol == eos: + finished[b] = True + self.assertEqual(other_topk['length'][b], t_step + 1) + self.assertTrue(np.isclose(seq_scores[b], other_topk['score'][b][0])) + if not finished[b]: + symbol_topk = other_topk['sequence'][t_step][b].data[0][0] + self.assertEqual(symbol, symbol_topk) + self.assertTrue(torch.equal(output[t_step].data, output_topk[t_step].data)) + if sum(finished) == batch_size: + break + + def test_k_greater_then_1(self): + """ Implement beam search manually and compare results from topk decoder. """ + max_len = 50 + beam_size = 3 + batch_size = 2 + hidden_size = 8 + sos = 0 + eos = 1 + + decoder = DecoderRNN(self.vocab_size, max_len, hidden_size, sos, eos) + for param in decoder.parameters(): + param.data.uniform_(-1, 1) + topk_decoder = TopKDecoder(decoder, beam_size) + + encoder_hidden = torch.autograd.Variable(torch.randn(1, batch_size, hidden_size)) + output_topk, hidden_topk, other_topk = topk_decoder(encoder_hidden=encoder_hidden) + + # Queue state: + # 1. time step + # 2. symbol + # 3. hidden state + # 4. accumulated log likelihood + # 5. beam number + batch_queue = [[(-1, sos, encoder_hidden[:,b,:].unsqueeze(1), 0, None)] for b in range(batch_size)] + time_batch_queue = [batch_queue] + batch_finished_seqs = [list() for _ in range(batch_size)] + for t in range(max_len): + new_batch_queue = [] + for b in range(batch_size): + new_queue = [] + for k in range(min(len(time_batch_queue[t][b]), beam_size)): + _, inputs, hidden, seq_score, _ = time_batch_queue[t][b][k] + if inputs == eos: + batch_finished_seqs[b].append(time_batch_queue[t][b][k]) + continue + inputs = torch.autograd.Variable(torch.LongTensor([[inputs]])) + decoder_outputs, hidden, _ = decoder.forward_step(inputs, hidden, None, F.log_softmax) + topk_score, topk = decoder_outputs[0].data.topk(beam_size) + for score, sym in zip(topk_score.tolist()[0], topk.tolist()[0]): + new_queue.append((t, sym, hidden, score + seq_score, k)) + new_queue = sorted(new_queue, key=lambda x: x[3], reverse=True)[:beam_size] + new_batch_queue.append(new_queue) + time_batch_queue.append(new_batch_queue) + + finalist = [l[:beam_size] for l in batch_finished_seqs] + for b in range(batch_size): + if len(finalist[b]) < beam_size: + last_step = sorted(time_batch_queue[-1][b], key=lambda x: x[3], reverse=True) + finalist[b] += last_step[:beam_size - len(finalist[b])] + + # back track + topk = [] + for b in range(batch_size): + batch_topk = [] + for k in range(beam_size): + seq = [finalist[b][k]] + prev_k = seq[-1][4] + prev_t = seq[-1][0] + while prev_k is not None: + seq.append(time_batch_queue[prev_t][b][prev_k]) + prev_k = seq[-1][4] + prev_t = seq[-1][0] + batch_topk.append([s for s in reversed(seq)]) + topk.append(batch_topk) + + topk_scores = other_topk['score'] + topk_lengths = other_topk['length'] + topk_pred_symbols = other_topk['sequence'] + for b in range(batch_size): + precision_error = False + for k in range(beam_size - 1): + if np.isclose(topk_scores[b][k], topk_scores[b][k+1]): + precision_error = True + break + if precision_error: + break + for k in range(beam_size): + assert topk_lengths[b][k] == len(topk[b][k]) - 1 + assert np.isclose(topk_scores[b][k], topk[b][k][-1][3]) + total_steps = topk_lengths[b][k] + for t in range(total_steps): + assert topk_pred_symbols[t][b, k].data[0] == topk[b][k][t+1][1] # topk includes SOS From 57d72c7ce912c3a52d0b15f729360c18c6fd6ac5 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Wed, 4 Oct 2017 10:12:32 -0400 Subject: [PATCH 02/65] Fixed unit test. --- tests/test_topkdecoder.py | 151 ++++++++++++++++++++------------------ 1 file changed, 79 insertions(+), 72 deletions(-) diff --git a/tests/test_topkdecoder.py b/tests/test_topkdecoder.py index f91e308..fa4395d 100644 --- a/tests/test_topkdecoder.py +++ b/tests/test_topkdecoder.py @@ -20,6 +20,7 @@ def test_k_1(self): """ When k=1, the output of topk decoder should be the same as a normal decoder. """ batch_size = 1 eos = 1 + for _ in range(10): # Repeat the randomized test multiple times decoder = DecoderRNN(self.vocab_size, 50, 16, 0, eos) @@ -49,88 +50,94 @@ def test_k_1(self): symbol_topk = other_topk['sequence'][t_step][b].data[0][0] self.assertEqual(symbol, symbol_topk) self.assertTrue(torch.equal(output[t_step].data, output_topk[t_step].data)) - if sum(finished) == batch_size: - break + if sum(finished) == batch_size: + break def test_k_greater_then_1(self): """ Implement beam search manually and compare results from topk decoder. """ max_len = 50 beam_size = 3 - batch_size = 2 + batch_size = 1 hidden_size = 8 sos = 0 eos = 1 - decoder = DecoderRNN(self.vocab_size, max_len, hidden_size, sos, eos) - for param in decoder.parameters(): - param.data.uniform_(-1, 1) - topk_decoder = TopKDecoder(decoder, beam_size) - - encoder_hidden = torch.autograd.Variable(torch.randn(1, batch_size, hidden_size)) - output_topk, hidden_topk, other_topk = topk_decoder(encoder_hidden=encoder_hidden) - - # Queue state: - # 1. time step - # 2. symbol - # 3. hidden state - # 4. accumulated log likelihood - # 5. beam number - batch_queue = [[(-1, sos, encoder_hidden[:,b,:].unsqueeze(1), 0, None)] for b in range(batch_size)] - time_batch_queue = [batch_queue] - batch_finished_seqs = [list() for _ in range(batch_size)] - for t in range(max_len): - new_batch_queue = [] + for _ in range(10): + decoder = DecoderRNN(self.vocab_size, max_len, hidden_size, sos, eos) + for param in decoder.parameters(): + param.data.uniform_(-1, 1) + topk_decoder = TopKDecoder(decoder, beam_size) + + encoder_hidden = torch.autograd.Variable(torch.randn(1, batch_size, hidden_size)) + output_topk, hidden_topk, other_topk = topk_decoder(encoder_hidden=encoder_hidden) + + # Queue state: + # 1. time step + # 2. symbol + # 3. hidden state + # 4. accumulated log likelihood + # 5. beam number + batch_queue = [[(-1, sos, encoder_hidden[:,b,:].unsqueeze(1), 0, None)] for b in range(batch_size)] + time_batch_queue = [batch_queue] + batch_finished_seqs = [list() for _ in range(batch_size)] + for t in range(max_len): + new_batch_queue = [] + for b in range(batch_size): + new_queue = [] + for k in range(min(len(time_batch_queue[t][b]), beam_size)): + _, inputs, hidden, seq_score, _ = time_batch_queue[t][b][k] + if inputs == eos: + batch_finished_seqs[b].append(time_batch_queue[t][b][k]) + continue + inputs = torch.autograd.Variable(torch.LongTensor([[inputs]])) + decoder_outputs, hidden, _ = decoder.forward_step(inputs, hidden, None, F.log_softmax) + topk_score, topk = decoder_outputs[0].data.topk(beam_size) + for score, sym in zip(topk_score.tolist()[0], topk.tolist()[0]): + new_queue.append((t, sym, hidden, score + seq_score, k)) + new_queue = sorted(new_queue, key=lambda x: x[3], reverse=True)[:beam_size] + new_batch_queue.append(new_queue) + time_batch_queue.append(new_batch_queue) + + # finished beams + finalist = [l[:beam_size] for l in batch_finished_seqs] + # unfinished beams for b in range(batch_size): - new_queue = [] - for k in range(min(len(time_batch_queue[t][b]), beam_size)): - _, inputs, hidden, seq_score, _ = time_batch_queue[t][b][k] - if inputs == eos: - batch_finished_seqs[b].append(time_batch_queue[t][b][k]) - continue - inputs = torch.autograd.Variable(torch.LongTensor([[inputs]])) - decoder_outputs, hidden, _ = decoder.forward_step(inputs, hidden, None, F.log_softmax) - topk_score, topk = decoder_outputs[0].data.topk(beam_size) - for score, sym in zip(topk_score.tolist()[0], topk.tolist()[0]): - new_queue.append((t, sym, hidden, score + seq_score, k)) - new_queue = sorted(new_queue, key=lambda x: x[3], reverse=True)[:beam_size] - new_batch_queue.append(new_queue) - time_batch_queue.append(new_batch_queue) - - finalist = [l[:beam_size] for l in batch_finished_seqs] - for b in range(batch_size): - if len(finalist[b]) < beam_size: - last_step = sorted(time_batch_queue[-1][b], key=lambda x: x[3], reverse=True) - finalist[b] += last_step[:beam_size - len(finalist[b])] - - # back track - topk = [] - for b in range(batch_size): - batch_topk = [] - for k in range(beam_size): - seq = [finalist[b][k]] - prev_k = seq[-1][4] - prev_t = seq[-1][0] - while prev_k is not None: - seq.append(time_batch_queue[prev_t][b][prev_k]) + if len(finalist[b]) < beam_size: + last_step = sorted(time_batch_queue[-1][b], key=lambda x: x[3], reverse=True) + finalist[b] += last_step[:beam_size - len(finalist[b])] + + # back track + topk = [] + for b in range(batch_size): + batch_topk = [] + for k in range(beam_size): + seq = [finalist[b][k]] prev_k = seq[-1][4] prev_t = seq[-1][0] - batch_topk.append([s for s in reversed(seq)]) - topk.append(batch_topk) - - topk_scores = other_topk['score'] - topk_lengths = other_topk['length'] - topk_pred_symbols = other_topk['sequence'] - for b in range(batch_size): - precision_error = False - for k in range(beam_size - 1): - if np.isclose(topk_scores[b][k], topk_scores[b][k+1]): - precision_error = True + while prev_k is not None: + seq.append(time_batch_queue[prev_t][b][prev_k]) + prev_k = seq[-1][4] + prev_t = seq[-1][0] + batch_topk.append([s for s in reversed(seq)]) + topk.append(batch_topk) + + for b in range(batch_size): + topk[b] = sorted(topk[b], key=lambda s: s[-1][3], reverse=True) + + topk_scores = other_topk['score'] + topk_lengths = other_topk['length'] + topk_pred_symbols = other_topk['sequence'] + for b in range(batch_size): + precision_error = False + for k in range(beam_size - 1): + if np.isclose(topk_scores[b][k], topk_scores[b][k+1]): + precision_error = True + break + if precision_error: break - if precision_error: - break - for k in range(beam_size): - assert topk_lengths[b][k] == len(topk[b][k]) - 1 - assert np.isclose(topk_scores[b][k], topk[b][k][-1][3]) - total_steps = topk_lengths[b][k] - for t in range(total_steps): - assert topk_pred_symbols[t][b, k].data[0] == topk[b][k][t+1][1] # topk includes SOS + for k in range(beam_size): + assert topk_lengths[b][k] == len(topk[b][k]) - 1 + assert np.isclose(topk_scores[b][k], topk[b][k][-1][3]) + total_steps = topk_lengths[b][k] + for t in range(total_steps): + assert topk_pred_symbols[t][b, k].data[0] == topk[b][k][t+1][1] # topk includes SOS From 2bfe47ce3e00b01aa241b25a1fe8fbc32e14fe6d Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Wed, 4 Oct 2017 12:05:38 -0400 Subject: [PATCH 03/65] Make consistent of outputs of Decoder and TopKDecoder. --- scripts/integration_test.py | 6 ++- seq2seq/models/TopKDecoder.py | 85 ++++++++++++++++++++++------------- tests/test_topkdecoder.py | 6 +-- 3 files changed, 60 insertions(+), 37 deletions(-) diff --git a/scripts/integration_test.py b/scripts/integration_test.py index d5843a9..68e8787 100644 --- a/scripts/integration_test.py +++ b/scripts/integration_test.py @@ -7,7 +7,7 @@ import seq2seq from seq2seq.trainer import SupervisedTrainer -from seq2seq.models import EncoderRNN, DecoderRNN, Seq2seq +from seq2seq.models import EncoderRNN, DecoderRNN, TopKDecoder, Seq2seq from seq2seq.loss import Perplexity from seq2seq.dataset import SourceField, TargetField from seq2seq.evaluator import Predictor, Evaluator @@ -108,7 +108,9 @@ def len_filter(example): dev_loss, accuracy = evaluator.evaluate(seq2seq, dev) assert dev_loss < 1.5 -predictor = Predictor(seq2seq, input_vocab, output_vocab) +beam_search = Seq2seq(seq2seq.encoder, TopKDecoder(seq2seq.decoder, 3)) + +predictor = Predictor(beam_search, input_vocab, output_vocab) inp_seq = "1 3 5 7 9" seq = predictor.predict(inp_seq.split()) assert " ".join(seq[:-1]) == inp_seq[::-1] diff --git a/seq2seq/models/TopKDecoder.py b/seq2seq/models/TopKDecoder.py index 17840f4..a3bb6b9 100644 --- a/seq2seq/models/TopKDecoder.py +++ b/seq2seq/models/TopKDecoder.py @@ -57,13 +57,18 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, functi self.pos_index = Variable(torch.LongTensor(range(batch_size)) * self.k).view(-1, 1) # Inflate the initial hidden states to be of size: b*k x h + encoder_hidden = self.rnn._init_state(encoder_hidden) if encoder_hidden is None: hidden = None else: - hidden = self._inflate(encoder_hidden, self.k) + if isinstance(encoder_hidden, tuple): + hidden = tuple([self._inflate(h, self.k, 1) for h in encoder_hidden]) + else: + hidden = self._inflate(encoder_hidden, self.k, 1) + # ... same idea for encoder_outputs and decoder_outputs if self.rnn.use_attention: - inflated_encoder_outputs = self._inflate(encoder_outputs, self.k) + inflated_encoder_outputs = self._inflate(encoder_outputs, self.k, 0) else: inflated_encoder_outputs = None @@ -95,7 +100,7 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, functi stored_outputs.append(log_softmax_output) # To get the full sequence scores for the new candidates, add the local scores for t_i to the predecessor scores for t_(i-1) - sequence_scores = self._inflate(sequence_scores, self.V) + sequence_scores = self._inflate(sequence_scores, self.V, 1) sequence_scores += log_softmax_output.squeeze(1) scores, candidates = sequence_scores.view(batch_size, -1).topk(self.k, dim=1) @@ -105,7 +110,10 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, functi # Update fields for next timestep predecessors = (candidates / self.V + self.pos_index.expand_as(candidates)).view(batch_size * self.k, 1) - hidden = hidden.index_select(1, predecessors.squeeze()) + if isinstance(hidden, tuple): + hidden = tuple([h.index_select(1, predecessors.squeeze()) for h in hidden]) + else: + hidden = hidden.index_select(1, predecessors.squeeze()) # Update sequence scores and erase scores for end-of-sentence symbol so that they aren't expanded stored_scores.append(sequence_scores.clone()) @@ -125,14 +133,19 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, functi # Build return objects decoder_outputs = [step[:, 0, :] for step in output] - decoder_hidden = h_n[:, :, 0, :] + if isinstance(h_n, tuple): + decoder_hidden = tuple([h[:, :, 0, :] for h in h_n]) + else: + decoder_hidden = h_n[:, :, 0, :] metadata = {} metadata['inputs'] = inputs metadata['output'] = output metadata['h_t'] = h_t metadata['score'] = s - metadata['length'] = l - metadata['sequence'] = p + metadata['topk_length'] = l + metadata['topk_sequence'] = p + metadata['length'] = [seq_len[0] for seq_len in l] + metadata['sequence'] = [seq[0] for seq in p] return decoder_outputs, decoder_hidden, metadata def _backtrack(self, nw_output, nw_hidden, predecessors, symbols, scores, b, hidden_size): @@ -163,14 +176,21 @@ def _backtrack(self, nw_output, nw_hidden, predecessors, symbols, scores, b, hid p (batch, k, sequence_len): A Tensor containing predicted sequence """ + lstm = isinstance(nw_hidden[0], tuple) + # initialize return variables given different types output = list() h_t = list() p = list() - h_n = torch.zeros(nw_hidden[0].size()) # Placeholder for last hidden state of top-k sequences. - # If a (top-k) sequence ends early in decoding, `h_n` contains - # its hidden state when it sees EOS. Otherwise, `h_n` contains - # the last hidden state of decoding. + # Placeholder for last hidden state of top-k sequences. + # If a (top-k) sequence ends early in decoding, `h_n` contains + # its hidden state when it sees EOS. Otherwise, `h_n` contains + # the last hidden state of decoding. + if lstm: + state_size = nw_hidden[0][0].size() + h_n = tuple([torch.zeros(state_size), torch.zeros(state_size)]) + else: + h_n = torch.zeros(nw_hidden[0].size()) l = [[self.rnn.max_length] * self.k for _ in range(b)] # Placeholder for lengths of top-k sequences # Similar to `h_n` @@ -190,7 +210,10 @@ def _backtrack(self, nw_output, nw_hidden, predecessors, symbols, scores, b, hid while t >= 0: # Re-order the variables with the back pointer current_output = nw_output[t].index_select(0, t_predecessors) - current_hidden = nw_hidden[t].index_select(1, t_predecessors) + if lstm: + current_hidden = tuple([h.index_select(1, t_predecessors) for h in nw_hidden[t]]) + else: + current_hidden = nw_hidden[t].index_select(1, t_predecessors) current_symbol = symbols[t].index_select(0, t_predecessors) # Re-order the back pointer of the previous step with the back pointer of # the current step @@ -231,8 +254,14 @@ def _backtrack(self, nw_output, nw_hidden, predecessors, symbols, scores, b, hid # with the new ended sequence information t_predecessors[res_idx] = predecessors[t][idx[0]] current_output[res_idx, :] = nw_output[t][idx[0], :] - current_hidden[:, res_idx, :] = nw_hidden[t][:, idx[0], :] - h_n[:, res_idx, :] = nw_hidden[t][:, idx[0], :].data + if lstm: + current_hidden[0][:, res_idx, :] = nw_hidden[t][0][:, idx[0], :] + current_hidden[1][:, res_idx, :] = nw_hidden[t][1][:, idx[0], :] + h_n[0][:, res_idx, :] = nw_hidden[t][0][:, idx[0], :].data + h_n[1][:, res_idx, :] = nw_hidden[t][1][:, idx[0], :].data + else: + current_hidden[:, res_idx, :] = nw_hidden[t][:, idx[0], :] + h_n[:, res_idx, :] = nw_hidden[t][:, idx[0], :].data current_symbol[res_idx, :] = symbols[t][idx[0]] s[b_idx, res_k_idx] = scores[t][idx[0]].data[0] l[b_idx][res_k_idx] = t + 1 @@ -256,13 +285,14 @@ def _backtrack(self, nw_output, nw_hidden, predecessors, symbols, scores, b, hid # It is reversed because the backtracking happens in reverse time order output = [step.index_select(0, re_sorted_idx).view(b, self.k, -1) for step in reversed(output)] p = [step.index_select(0, re_sorted_idx).view(b, self.k, -1) for step in reversed(p)] - h_t = [step.index_select(1, re_sorted_idx).view(-1, b, self.k, hidden_size) for step in reversed(h_t)] - h_n = h_n.index_select(1, re_sorted_idx.data).view(-1, b, self.k, hidden_size) + if lstm: + h_t = [tuple([h.index_select(1, re_sorted_idx).view(-1, b, self.k, hidden_size) for h in step]) for step in reversed(h_t)] + h_n = tuple([h.index_select(1, re_sorted_idx.data).view(-1, b, self.k, hidden_size) for h in h_n]) + else: + h_t = [step.index_select(1, re_sorted_idx).view(-1, b, self.k, hidden_size) for step in reversed(h_t)] + h_n = h_n.index_select(1, re_sorted_idx.data).view(-1, b, self.k, hidden_size) s = s.data - if self.k == 1: - l = [_l[0] for _l in l] - return output, h_t, h_n, s, l, p def _mask_symbol_scores(self, score, idx, masking_score=-float('inf')): @@ -273,7 +303,7 @@ def _mask(self, tensor, idx, dim=0, masking_score=-float('inf')): indices = idx[:, 0] tensor.index_fill_(dim, indices, masking_score) - def _inflate(self, tensor, times): + def _inflate(self, tensor, times, dim): """ Given a tensor, 'inflates' it along the given dimension by replicating each slice specified number of times (in-place) @@ -306,15 +336,6 @@ def _inflate(self, tensor, times): [torch.LongTensor of size 4x2] """ - tensor_dim = len(tensor.size()) - if tensor_dim is 3: - b = tensor.size(1) - return tensor.repeat(1, 1, times).view(tensor.size(0), b * times, -1) - elif tensor_dim is 2: - return tensor.repeat(1, times) - elif tensor_dim is 1: - b = tensor.size(0) - return tensor.repeat(times).view(b, -1) - else: - raise ValueError("Tensor can be of 1D, 2D or 3D only. This one is {}D.".format(tensor_dim)) - + repeat_dims = [1] * tensor.dim() + repeat_dims[dim] = times + return tensor.repeat(*repeat_dims) diff --git a/tests/test_topkdecoder.py b/tests/test_topkdecoder.py index fa4395d..5706dd1 100644 --- a/tests/test_topkdecoder.py +++ b/tests/test_topkdecoder.py @@ -47,7 +47,7 @@ def test_k_1(self): self.assertEqual(other_topk['length'][b], t_step + 1) self.assertTrue(np.isclose(seq_scores[b], other_topk['score'][b][0])) if not finished[b]: - symbol_topk = other_topk['sequence'][t_step][b].data[0][0] + symbol_topk = other_topk['topk_sequence'][t_step][b].data[0][0] self.assertEqual(symbol, symbol_topk) self.assertTrue(torch.equal(output[t_step].data, output_topk[t_step].data)) if sum(finished) == batch_size: @@ -125,8 +125,8 @@ def test_k_greater_then_1(self): topk[b] = sorted(topk[b], key=lambda s: s[-1][3], reverse=True) topk_scores = other_topk['score'] - topk_lengths = other_topk['length'] - topk_pred_symbols = other_topk['sequence'] + topk_lengths = other_topk['topk_length'] + topk_pred_symbols = other_topk['topk_sequence'] for b in range(batch_size): precision_error = False for k in range(beam_size - 1): From 33cd3339c3c2ef0cb49b5125ef3dfdb8de7ff476 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Wed, 4 Oct 2017 12:10:27 -0400 Subject: [PATCH 04/65] Fixed division in python3 --- seq2seq/models/TopKDecoder.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/seq2seq/models/TopKDecoder.py b/seq2seq/models/TopKDecoder.py index a3bb6b9..d4c12e8 100644 --- a/seq2seq/models/TopKDecoder.py +++ b/seq2seq/models/TopKDecoder.py @@ -243,7 +243,7 @@ def _backtrack(self, nw_output, nw_hidden, predecessors, symbols, scores, b, hid # with b*k as the first dimension, and b, k for # the first two dimensions idx = eos_indices[i] - b_idx = idx[0] / self.k + b_idx = int(idx[0] / self.k) # The indices of the replacing position # according to the replacement strategy noted above res_k_idx = self.k - (batch_eos_found[b_idx] % self.k) - 1 From 19f4615165bb8de60cafa3cd0b8f155bf3e4bc7e Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Wed, 4 Oct 2017 12:13:02 -0400 Subject: [PATCH 05/65] Updated apidocs. --- seq2seq/models/TopKDecoder.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/seq2seq/models/TopKDecoder.py b/seq2seq/models/TopKDecoder.py index d4c12e8..795cb76 100644 --- a/seq2seq/models/TopKDecoder.py +++ b/seq2seq/models/TopKDecoder.py @@ -31,8 +31,10 @@ class TopKDecoder(torch.nn.Module): - **decoder_hidden** (num_layers * num_directions, batch, hidden_size): tensor containing the last hidden state of the decoder. - **ret_dict**: dictionary containing additional information as follows {*length* : list of integers - representing lengths of output sequences, *sequence* : list of sequences, where each sequence is a list of - predicted token IDs, *inputs* : target outputs if provided for decoding}. + representing lengths of output sequences, *topk_length*: list of integers representing lengths of beam search + sequences, *sequence* : list of sequences, where each sequence is a list of predicted token IDs, + *topk_sequence* : list of beam search sequences, each beam is a list of token IDs, *inputs* : target + outputs if provided for decoding}. """ From c5ccf32987f3728bd33700ac64241075a42bddf5 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Wed, 4 Oct 2017 12:27:03 -0400 Subject: [PATCH 06/65] Updated code style. --- seq2seq/models/TopKDecoder.py | 90 +++++++++++++++++------------------ tests/test_topkdecoder.py | 12 ++--- 2 files changed, 51 insertions(+), 51 deletions(-) diff --git a/seq2seq/models/TopKDecoder.py b/seq2seq/models/TopKDecoder.py index 795cb76..42b1888 100644 --- a/seq2seq/models/TopKDecoder.py +++ b/seq2seq/models/TopKDecoder.py @@ -3,6 +3,42 @@ from torch.autograd import Variable from .baseRNN import BaseRNN +def _inflate(tensor, times, dim): + """ + Given a tensor, 'inflates' it along the given dimension by replicating each slice specified number of times (in-place) + + Args: + tensor: A :class:`Tensor` to inflate + times: number of repetitions + dimension: axis for inflation (default=0) + + Returns: + A :class:`Tensor` + + Examples:: + >> a = torch.LongTensor([[1, 2], [3, 4]]) + >> a + 1 2 + 3 4 + [torch.LongTensor of size 2x2] + >> decoder = TopKDecoder(nn.RNN(10, 20, 2), 3) + >> b = decoder._inflate(a, 1, dimension=1) + >> b + 1 1 2 2 + 3 3 4 4 + [torch.LongTensor of size 2x4] + >> c = decoder._inflate(a, 1, dimension=0) + >> c + 1 2 + 1 2 + 3 4 + 3 4 + [torch.LongTensor of size 4x2] + + """ + repeat_dims = [1] * tensor.dim() + repeat_dims[dim] = times + return tensor.repeat(*repeat_dims) class TopKDecoder(torch.nn.Module): r""" @@ -31,11 +67,10 @@ class TopKDecoder(torch.nn.Module): - **decoder_hidden** (num_layers * num_directions, batch, hidden_size): tensor containing the last hidden state of the decoder. - **ret_dict**: dictionary containing additional information as follows {*length* : list of integers - representing lengths of output sequences, *topk_length*: list of integers representing lengths of beam search - sequences, *sequence* : list of sequences, where each sequence is a list of predicted token IDs, + representing lengths of output sequences, *topk_length*: list of integers representing lengths of beam search + sequences, *sequence* : list of sequences, where each sequence is a list of predicted token IDs, *topk_sequence* : list of beam search sequences, each beam is a list of token IDs, *inputs* : target outputs if provided for decoding}. - """ def __init__(self, decoder_rnn, k): @@ -64,13 +99,13 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, functi hidden = None else: if isinstance(encoder_hidden, tuple): - hidden = tuple([self._inflate(h, self.k, 1) for h in encoder_hidden]) + hidden = tuple([_inflate(h, self.k, 1) for h in encoder_hidden]) else: - hidden = self._inflate(encoder_hidden, self.k, 1) + hidden = _inflate(encoder_hidden, self.k, 1) # ... same idea for encoder_outputs and decoder_outputs if self.rnn.use_attention: - inflated_encoder_outputs = self._inflate(encoder_outputs, self.k, 0) + inflated_encoder_outputs = _inflate(encoder_outputs, self.k, 0) else: inflated_encoder_outputs = None @@ -102,7 +137,7 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, functi stored_outputs.append(log_softmax_output) # To get the full sequence scores for the new candidates, add the local scores for t_i to the predecessor scores for t_(i-1) - sequence_scores = self._inflate(sequence_scores, self.V, 1) + sequence_scores = _inflate(sequence_scores, self.V, 1) sequence_scores += log_softmax_output.squeeze(1) scores, candidates = sequence_scores.view(batch_size, -1).topk(self.k, dim=1) @@ -145,7 +180,7 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, functi metadata['h_t'] = h_t metadata['score'] = s metadata['topk_length'] = l - metadata['topk_sequence'] = p + metadata['topk_sequence'] = p metadata['length'] = [seq_len[0] for seq_len in l] metadata['sequence'] = [seq[0] for seq in p] return decoder_outputs, decoder_hidden, metadata @@ -192,7 +227,7 @@ def _backtrack(self, nw_output, nw_hidden, predecessors, symbols, scores, b, hid state_size = nw_hidden[0][0].size() h_n = tuple([torch.zeros(state_size), torch.zeros(state_size)]) else: - h_n = torch.zeros(nw_hidden[0].size()) + h_n = torch.zeros(nw_hidden[0].size()) l = [[self.rnn.max_length] * self.k for _ in range(b)] # Placeholder for lengths of top-k sequences # Similar to `h_n` @@ -305,39 +340,4 @@ def _mask(self, tensor, idx, dim=0, masking_score=-float('inf')): indices = idx[:, 0] tensor.index_fill_(dim, indices, masking_score) - def _inflate(self, tensor, times, dim): - """ - Given a tensor, 'inflates' it along the given dimension by replicating each slice specified number of times (in-place) - - Args: - tensor: A :class:`Tensor` to inflate - times: number of repetitions - dimension: axis for inflation (default=0) - - Returns: - A :class:`Tensor` - - Examples:: - >> a = torch.LongTensor([[1, 2], [3, 4]]) - >> a - 1 2 - 3 4 - [torch.LongTensor of size 2x2] - >> decoder = TopKDecoder(nn.RNN(10, 20, 2), 3) - >> b = decoder._inflate(a, 1, dimension=1) - >> b - 1 1 2 2 - 3 3 4 4 - [torch.LongTensor of size 2x4] - >> c = decoder._inflate(a, 1, dimension=0) - >> c - 1 2 - 1 2 - 3 4 - 3 4 - [torch.LongTensor of size 4x2] - - """ - repeat_dims = [1] * tensor.dim() - repeat_dims[dim] = times - return tensor.repeat(*repeat_dims) + \ No newline at end of file diff --git a/tests/test_topkdecoder.py b/tests/test_topkdecoder.py index 5706dd1..cd797e3 100644 --- a/tests/test_topkdecoder.py +++ b/tests/test_topkdecoder.py @@ -28,8 +28,8 @@ def test_k_1(self): param.data.uniform_(-1, 1) topk_decoder = TopKDecoder(decoder, 1) - output, hidden, other = decoder() - output_topk, hidden_topk, other_topk = topk_decoder() + output, _, other = decoder() + output_topk, _, other_topk = topk_decoder() self.assertEqual(len(output), len(output_topk)) @@ -69,7 +69,7 @@ def test_k_greater_then_1(self): topk_decoder = TopKDecoder(decoder, beam_size) encoder_hidden = torch.autograd.Variable(torch.randn(1, batch_size, hidden_size)) - output_topk, hidden_topk, other_topk = topk_decoder(encoder_hidden=encoder_hidden) + _, hidden_topk, other_topk = topk_decoder(encoder_hidden=encoder_hidden) # Queue state: # 1. time step @@ -136,8 +136,8 @@ def test_k_greater_then_1(self): if precision_error: break for k in range(beam_size): - assert topk_lengths[b][k] == len(topk[b][k]) - 1 - assert np.isclose(topk_scores[b][k], topk[b][k][-1][3]) + self.assertEqual(topk_lengths[b][k], len(topk[b][k]) - 1) + self.assertTrue(np.isclose(topk_scores[b][k], topk[b][k][-1][3])) total_steps = topk_lengths[b][k] for t in range(total_steps): - assert topk_pred_symbols[t][b, k].data[0] == topk[b][k][t+1][1] # topk includes SOS + self.assertEqual(topk_pred_symbols[t][b, k].data[0], topk[b][k][t+1][1]) # topk includes SOS From d78d333fe305c6f620a81f6130d124dac99766d4 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Sun, 8 Oct 2017 08:58:21 -0400 Subject: [PATCH 07/65] Refactored decoder from decoder rnn. --- seq2seq/models/DecoderRNN.py | 31 ++++++++++++++++++------------- seq2seq/models/seq2seq.py | 5 +---- 2 files changed, 19 insertions(+), 17 deletions(-) diff --git a/seq2seq/models/DecoderRNN.py b/seq2seq/models/DecoderRNN.py index bb96a8f..54c3b33 100644 --- a/seq2seq/models/DecoderRNN.py +++ b/seq2seq/models/DecoderRNN.py @@ -38,15 +38,13 @@ class DecoderRNN(BaseRNN): KEY_LENGTH (str): key used to indicate a list representing lengths of output sequences in `ret_dict` KEY_SEQUENCE (str): key used to indicate a list of sequences in `ret_dict` - Inputs: inputs, encoder_hidden, encoder_outputs, function, teacher_forcing_ratio + Inputs: inputs, encoder_hidden, encoder_outputs, teacher_forcing_ratio - **inputs** (batch, seq_len, input_size): list of sequences, whose length is the batch size and within which each sequence is a list of token IDs. It is used for teacher forcing when provided. (default `None`) - **encoder_hidden** (num_layers * num_directions, batch_size, hidden_size): tensor containing the features in the hidden state `h` of encoder. Used as the initial hidden state of the decoder. (default `None`) - **encoder_outputs** (batch, seq_len, hidden_size): tensor with containing the outputs of the encoder. Used for attention mechanism (default is `None`). - - **function** (torch.nn.Module): A function used to generate symbols from RNN hidden state - (default is `torch.nn.functional.log_softmax`). - **teacher_forcing_ratio** (float): The probability that teacher forcing will be used. A random number is drawn uniformly from 0-1 for every decoding token, and if the sample is smaller than the given value, teacher forcing would be used (default is 0). @@ -88,9 +86,9 @@ def __init__(self, vocab_size, max_len, hidden_size, if use_attention: self.attention = Attention(self.hidden_size) - self.out = nn.Linear(self.hidden_size, self.output_size) + self.decoder = Decoder(self.hidden_size, self.output_size) - def forward_step(self, input_var, hidden, encoder_outputs, function): + def forward_step(self, input_var, hidden, encoder_outputs): batch_size = input_var.size(0) output_size = input_var.size(1) embedded = self.embedding(input_var) @@ -102,11 +100,10 @@ def forward_step(self, input_var, hidden, encoder_outputs, function): if self.use_attention: output, attn = self.attention(output, encoder_outputs) - predicted_softmax = function(self.out(output.view(-1, self.hidden_size))).view(batch_size, output_size, -1) + predicted_softmax = self.decoder(output).view(batch_size, output_size, -1) return predicted_softmax, hidden, attn - def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, - function=F.log_softmax, teacher_forcing_ratio=0): + def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, teacher_forcing_ratio=0): ret_dict = dict() if self.use_attention: if encoder_outputs is None: @@ -161,9 +158,7 @@ def decode(step, step_output, step_attn): # If teacher_forcing_ratio is True or False instead of a probability, the unrolling can be done in graph if use_teacher_forcing: decoder_input = inputs[:, :-1] - decoder_output, decoder_hidden, attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs, - function=function) - + decoder_output, decoder_hidden, attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) for di in range(decoder_output.size(1)): step_output = decoder_output[:, di, :] step_attn = attn[:, di, :] @@ -171,8 +166,7 @@ def decode(step, step_output, step_attn): else: decoder_input = inputs[:, 0].unsqueeze(1) for di in range(max_length): - decoder_output, decoder_hidden, step_attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs, - function=function) + decoder_output, decoder_hidden, step_attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) step_output = decoder_output.squeeze(1) symbols = decode(di, step_output, step_attn) decoder_input = symbols @@ -200,3 +194,14 @@ def _cat_directions(self, h): h = torch.cat([h[0:h.size(0):2], h[1:h.size(0):2]], 2) return h +class Decoder(nn.Module): + + def __init__(self, hidden_size, output_size): + super(Decoder, self).__init__() + self.hidden_size = hidden_size + self.linear = nn.Linear(hidden_size, output_size) + + def forward(self, hidden): + logits = self.linear(hidden.view(-1, self.hidden_size)) + softmax = F.log_softmax(logits) + return softmax diff --git a/seq2seq/models/seq2seq.py b/seq2seq/models/seq2seq.py index c0481b7..658b746 100644 --- a/seq2seq/models/seq2seq.py +++ b/seq2seq/models/seq2seq.py @@ -8,7 +8,6 @@ class Seq2seq(nn.Module): Args: encoder (EncoderRNN): object of EncoderRNN decoder (DecoderRNN): object of DecoderRNN - decode_function (func, optional): function to generate symbols from output hidden states (default: F.log_softmax) Inputs: input_variable, input_lengths, target_variable, teacher_forcing_ratio, volatile - **input_variable** (list, option): list of sequences, whose length is the batch size and within which @@ -33,11 +32,10 @@ class Seq2seq(nn.Module): """ - def __init__(self, encoder, decoder, decode_function=F.log_softmax): + def __init__(self, encoder, decoder): super(Seq2seq, self).__init__() self.encoder = encoder self.decoder = decoder - self.decode_function = decode_function def flatten_parameters(self): self.encoder.rnn.flatten_parameters() @@ -49,6 +47,5 @@ def forward(self, input_variable, input_lengths=None, target_variable=None, result = self.decoder(inputs=target_variable, encoder_hidden=encoder_hidden, encoder_outputs=encoder_outputs, - function=self.decode_function, teacher_forcing_ratio=teacher_forcing_ratio) return result From 7486875ff1d1df2848334df8350b3866d135157c Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Mon, 9 Oct 2017 03:23:22 -0400 Subject: [PATCH 08/65] Added Seq2SeqDataset class. --- seq2seq/dataset/__init__.py | 1 + seq2seq/dataset/dataset.py | 32 ++++++++++++ tests/data/src.txt | 100 ++++++++++++++++++++++++++++++++++++ tests/data/tgt.txt | 100 ++++++++++++++++++++++++++++++++++++ tests/test_dataset.py | 24 +++++++++ 5 files changed, 257 insertions(+) create mode 100644 seq2seq/dataset/dataset.py create mode 100644 tests/data/src.txt create mode 100644 tests/data/tgt.txt create mode 100644 tests/test_dataset.py diff --git a/seq2seq/dataset/__init__.py b/seq2seq/dataset/__init__.py index 2757c22..11f285e 100644 --- a/seq2seq/dataset/__init__.py +++ b/seq2seq/dataset/__init__.py @@ -1 +1,2 @@ from .fields import SourceField, TargetField +from .dataset import Seq2SeqDataset diff --git a/seq2seq/dataset/dataset.py b/seq2seq/dataset/dataset.py new file mode 100644 index 0000000..09883a2 --- /dev/null +++ b/seq2seq/dataset/dataset.py @@ -0,0 +1,32 @@ +import codecs + +import torchtext + +from . import SourceField, TargetField +from .. import src_field_name, tgt_field_name + +def make_example(line, fields): + pass + +def _read_corpus(path): + with codecs.open(path, 'r', 'utf-8') as fin: + for line in fin: + yield line + +class Seq2SeqDataset(torchtext.data.Dataset): + + def __init__(self, src_path, tgt_path=None, + src_field=SourceField(), tgt_field=TargetField(), + **kwargs): + # construct fields + fields = [(src_field_name, src_field)] + if tgt_path is not None: + fields.append((tgt_field_name, tgt_field)) + + # construct examples + corpus = _read_corpus(src_path) + if tgt_path is not None: + corpus = zip(corpus, _read_corpus(tgt_path)) + examples = [torchtext.data.Example.fromlist(data, fields) for data in corpus] + + super(Seq2SeqDataset, self).__init__(examples, fields, **kwargs) diff --git a/tests/data/src.txt b/tests/data/src.txt new file mode 100644 index 0000000..08f9ff6 --- /dev/null +++ b/tests/data/src.txt @@ -0,0 +1,100 @@ +I am fat. +I am busy. +I am calm. +I am cold. +I am good. +I am here. +I am lazy. +I am lazy. +I am lazy. +I am lazy. +I am okay. +I am sick. +I am sure. +I am sure. +I am weak. +You are crazy. +You are drunk! +You are drunk! +You are early. +You are early. +You are early. +You are early. +You are early. +You are early. +You are early. +You are lying. +You are lying. +You are lying. +You are sharp. +You are wrong. +You are wrong. +She is a nurse. +She is awkward. +She is dieting. +She is talking. +She isn't poor. +We are a family. +We are brothers. +We are busy men. +We are his sons. +We are students. +We are teachers. +We are teachers. +We are the best. +We are watching. +He is a kind boy. +He is an acrobat. +He is dead drunk. +He is distracted. +He is doing well. +He is her friend. +He is in pajamas. +He is in trouble. +He is in trouble. +He is in trouble. +He is just a kid. +He is my brother. +He is my teacher. +He is never lazy. +He is not stupid. +He is photogenic. +He is still here. +He is very angry. +He is very angry. +He is very brave. +He is very brave. +He is very young. +He is well-liked. +They are Russian. +They are arguing. +They are arguing. +They are artists. +They are artists. +They are doctors. +They are doctors. +They are singers. +Go. +Run! +Run! +Wow! +Fire! +Help! +Jump. +Stop! +Stop! +Stop! +Wait! +Wait! +I see. +I try. +I won! +I won! +Oh no! +Attack! +Attack! +Cheers! +Cheers! +Cheers! +Get up. +Got it! diff --git a/tests/data/tgt.txt b/tests/data/tgt.txt new file mode 100644 index 0000000..a817d0d --- /dev/null +++ b/tests/data/tgt.txt @@ -0,0 +1,100 @@ +Je suis gras. +Je suis occupé. +Je suis calme. +J'ai froid. +Je suis bon. +Je suis ici. +Je suis paresseux. +Je suis fainéant. +Je suis paresseuse. +Je suis fainéante. +Je vais bien. +Je suis malade. +Je suis sûr. +Je suis certain. +Je suis faible. +Tu es fou. +Tu es bourré ! +Tu es saoul ! +Tu viens tôt. +Vous êtes matinal. +Vous êtes matinale. +Tu es matinal. +Tu es matinale. +Tu es en avance. +Vous êtes en avance. +Vous mentez. +Vous êtes en train de mentir. +Tu es en train de mentir. +Tu es malin. +Vous avez tort. +Tu as tort. +Elle est infirmière. +Elle est maladroite. +Elle est au régime. +Elle est en train de s'exprimer. +Elle n'est pas pauvre. +Nous sommes une famille. +Nous sommes frères. +Nous sommes des hommes occupés. +Nous sommes ses fils. +Nous sommes étudiants. +Nous sommes enseignants. +Nous sommes enseignantes. +Nous sommes les meilleurs. +Nous regardons. +C'est un gentil garçon. +Il est acrobate. +Il est ivre mort. +Il est dans la lune. +Il va bien. +Il est son ami. +Il est en pyjama. +Il a des soucis. +Il a des problèmes. +Il a des ennuis. +Ce n'est qu'un enfant. +C'est mon frère. +C'est mon professeur. +Il n'est jamais paresseux. +Il n'est pas idiot. +Il est photogénique. +Il est encore ici. +Il est très en colère. +Il est fort en colère. +Il est très courageux. +Il est fort courageux. +Il est très jeune. +Il est bien apprécié. +Elles sont russes. +Ils se disputent. +Ils sont en train de se disputer. +Ils sont artistes. +Elles sont artistes. +Ils sont médecins. +Elles sont médecins. +Ils sont chanteurs. +Va ! +Cours ! +Courez ! +Ça alors ! +Au feu ! +À l'aide ! +Saute. +Ça suffit ! +Stop ! +Arrête-toi ! +Attends ! +Attendez ! +Je comprends. +J'essaye. +J'ai gagné ! +Je l'ai emporté ! +Oh non ! +Attaque ! +Attaquez ! +Santé ! +À votre santé ! +Merci ! +Lève-toi. +J'ai pigé ! diff --git a/tests/test_dataset.py b/tests/test_dataset.py new file mode 100644 index 0000000..b050619 --- /dev/null +++ b/tests/test_dataset.py @@ -0,0 +1,24 @@ +import os +import unittest + +import seq2seq +from seq2seq.dataset import Seq2SeqDataset + +class TestDataset(unittest.TestCase): + + test_path = os.path.dirname(os.path.realpath(__file__)) + src_path = os.path.join(test_path, 'data/src.txt') + tgt_path = os.path.join(test_path, 'data/tgt.txt') + + def test_init_ONLY_SRC(self): + dataset = Seq2SeqDataset(self.src_path) + self.assertEqual(len(dataset.fields), 1) + self.assertEqual(len(dataset), 100) + self.assertTrue(hasattr(dataset.examples[0], seq2seq.src_field_name)) + + def test_init_SRC_AND_TGT(self): + dataset = Seq2SeqDataset(self.src_path, self.tgt_path) + self.assertEqual(len(dataset.fields), 2) + self.assertEqual(len(dataset), 100) + ex = dataset.examples[0] + self.assertTrue(len(getattr(ex, seq2seq.tgt_field_name)) > 2) From c3b70e5df1e8f2ddfbc1e106f94a1ca863960e63 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Mon, 9 Oct 2017 11:23:09 -0400 Subject: [PATCH 09/65] Integration test using new dataset class. --- scripts/generate_toy_data.py | 19 +++++++---------- scripts/integration_test.py | 40 +++++++++++++++++------------------- scripts/integration_test.sh | 14 +++++++------ seq2seq/dataset/dataset.py | 7 +++++++ 4 files changed, 41 insertions(+), 39 deletions(-) diff --git a/scripts/generate_toy_data.py b/scripts/generate_toy_data.py index c1b3697..a3f5aa4 100644 --- a/scripts/generate_toy_data.py +++ b/scripts/generate_toy_data.py @@ -1,7 +1,6 @@ from __future__ import print_function import argparse import os -import shutil import random parser = argparse.ArgumentParser() @@ -9,28 +8,24 @@ parser.add_argument('--max-len', help="max sequence length", default=10) args = parser.parse_args() + def generate_dataset(root, name, size): path = os.path.join(root, name) if not os.path.exists(path): os.mkdir(path) # generate data file - data_path = os.path.join(path, 'data.txt') - with open(data_path, 'w') as fout: + src_path = os.path.join(path, 'src.txt') + tgt_path = os.path.join(path, 'tgt.txt') + with open(src_path, 'w') as src_out, open(tgt_path, 'w') as tgt_out: for _ in range(size): length = random.randint(1, args.max_len) seq = [] for _ in range(length): seq.append(str(random.randint(0, 9))) - fout.write("\t".join([" ".join(seq), " ".join(reversed(seq))])) - fout.write('\n') - - # generate vocabulary - src_vocab = os.path.join(path, 'vocab.source') - with open(src_vocab, 'w') as fout: - fout.write("\n".join([str(i) for i in range(10)])) - tgt_vocab = os.path.join(path, 'vocab.target') - shutil.copy(src_vocab, tgt_vocab) + src_out.write(" ".join(seq) + "\n") + tgt_out.write(" ".join(reversed(seq)) + "\n") + if __name__ == '__main__': data_dir = args.dir diff --git a/scripts/integration_test.py b/scripts/integration_test.py index d5843a9..7d61e18 100644 --- a/scripts/integration_test.py +++ b/scripts/integration_test.py @@ -9,15 +9,19 @@ from seq2seq.trainer import SupervisedTrainer from seq2seq.models import EncoderRNN, DecoderRNN, Seq2seq from seq2seq.loss import Perplexity -from seq2seq.dataset import SourceField, TargetField +from seq2seq.dataset import Seq2SeqDataset from seq2seq.evaluator import Predictor, Evaluator from seq2seq.util.checkpoint import Checkpoint parser = argparse.ArgumentParser() -parser.add_argument('--train_path', action='store', dest='train_path', - help='Path to train data') -parser.add_argument('--dev_path', action='store', dest='dev_path', - help='Path to dev data') +parser.add_argument('--train_src', action='store', dest='train_src_path', + help='Path to train source data') +parser.add_argument('--train_tgt', action='store', dest='train_tgt_path', + help='Path to train target data') +parser.add_argument('--dev_src', action='store', dest='dev_src_path', + help='Path to dev source data') +parser.add_argument('--dev_tgt', action='store', dest='dev_tgt_path', + help='Path to dev target data') parser.add_argument('--expt_dir', action='store', dest='expt_dir', default='./experiment', help='Path to experiment directory. If load_checkpoint is True, then path to checkpoint directory has to be provided') parser.add_argument('--load_checkpoint', action='store', dest='load_checkpoint', @@ -36,25 +40,19 @@ logging.info(opt) # Prepare dataset -src = SourceField() -tgt = TargetField() max_len = 50 def len_filter(example): return len(example.src) <= max_len and len(example.tgt) <= max_len -train = torchtext.data.TabularDataset( - path=opt.train_path, format='tsv', - fields=[('src', src), ('tgt', tgt)], - filter_pred=len_filter -) -dev = torchtext.data.TabularDataset( - path=opt.dev_path, format='tsv', - fields=[('src', src), ('tgt', tgt)], - filter_pred=len_filter -) -src.build_vocab(train, max_size=50000) -tgt.build_vocab(train, max_size=50000) -input_vocab = src.vocab -output_vocab = tgt.vocab + +train = Seq2SeqDataset(opt.train_src_path, opt.train_tgt_path, + filter_pred=len_filter) +src, tgt = train.src_field, train.tgt_field +dev = Seq2SeqDataset(opt.dev_src_path, opt.dev_tgt_path, + src_field=src, tgt_field=tgt, + filter_pred=len_filter) +train.build_vocab(50000, 50000) +input_vocab = train.src_field.vocab +output_vocab = train.tgt_field.vocab # Prepare loss weight = torch.ones(len(tgt.vocab)) diff --git a/scripts/integration_test.sh b/scripts/integration_test.sh index 30fe15d..a10feae 100755 --- a/scripts/integration_test.sh +++ b/scripts/integration_test.sh @@ -1,12 +1,14 @@ #! /bin/sh -TRAIN_PATH=data/toy_reverse/train/data.txt -DEV_PATH=data/toy_reverse/dev/data.txt +TRAIN_SRC=data/toy_reverse/train/src.txt +TRAIN_TGT=data/toy_reverse/train/tgt.txt +DEV_SRC=data/toy_reverse/dev/src.txt +DEV_TGT=data/toy_reverse/dev/tgt.txt # Start training -python scripts/integration_test.py --train_path $TRAIN_PATH --dev_path $DEV_PATH +python scripts/integration_test.py --train_src $TRAIN_SRC --train_tgt $TRAIN_TGT --dev_src $DEV_SRC --dev_tgt $DEV_TGT # Resume training -python scripts/integration_test.py --train_path $TRAIN_PATH --dev_path $DEV_PATH --resume +python scripts/integration_test.py --train_src $TRAIN_SRC --train_tgt $TRAIN_TGT --dev_src $DEV_SRC --dev_tgt $DEV_TGT --resume # Load checkpoint -python scripts/integration_test.py --train_path $TRAIN_PATH --dev_path $DEV_PATH \ - --load_checkpoint $(ls -t experiment/checkpoints/ | head -1) \ No newline at end of file +python scripts/integration_test.py --train_src $TRAIN_SRC --train_tgt $TRAIN_TGT --dev_src $DEV_SRC --dev_tgt $DEV_TGT \ + --load_checkpoint $(ls -t experiment/checkpoints/ | head -1) diff --git a/seq2seq/dataset/dataset.py b/seq2seq/dataset/dataset.py index 09883a2..6fc1577 100644 --- a/seq2seq/dataset/dataset.py +++ b/seq2seq/dataset/dataset.py @@ -18,6 +18,9 @@ class Seq2SeqDataset(torchtext.data.Dataset): def __init__(self, src_path, tgt_path=None, src_field=SourceField(), tgt_field=TargetField(), **kwargs): + self.src_field = src_field + self.tgt_field = tgt_field + # construct fields fields = [(src_field_name, src_field)] if tgt_path is not None: @@ -30,3 +33,7 @@ def __init__(self, src_path, tgt_path=None, examples = [torchtext.data.Example.fromlist(data, fields) for data in corpus] super(Seq2SeqDataset, self).__init__(examples, fields, **kwargs) + + def build_vocab(self, src_vocab_size, tgt_vocab_size): + self.src_field.build_vocab(self, max_size=src_vocab_size) + self.tgt_field.build_vocab(self, max_size=tgt_vocab_size) From 56659341608ae7d110778d086567c7d8d8e1e238 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 10 Oct 2017 08:42:22 -0400 Subject: [PATCH 10/65] Added index field for indexing. --- seq2seq/dataset/dataset.py | 9 ++++++++- tests/test_dataset.py | 15 +++++++++++++-- 2 files changed, 21 insertions(+), 3 deletions(-) diff --git a/seq2seq/dataset/dataset.py b/seq2seq/dataset/dataset.py index 6fc1577..cbe2ab0 100644 --- a/seq2seq/dataset/dataset.py +++ b/seq2seq/dataset/dataset.py @@ -1,5 +1,6 @@ import codecs +import torch import torchtext from . import SourceField, TargetField @@ -25,12 +26,18 @@ def __init__(self, src_path, tgt_path=None, fields = [(src_field_name, src_field)] if tgt_path is not None: fields.append((tgt_field_name, tgt_field)) + idx_field = torchtext.data.Field(use_vocab=False, + tensor_type=torch.LongTensor, + sequential=False) + fields.append(('index', idx_field)) # construct examples corpus = _read_corpus(src_path) if tgt_path is not None: corpus = zip(corpus, _read_corpus(tgt_path)) - examples = [torchtext.data.Example.fromlist(data, fields) for data in corpus] + + examples = [torchtext.data.Example.fromlist(list(data) + [i], fields) + for i, data in enumerate(corpus)] super(Seq2SeqDataset, self).__init__(examples, fields, **kwargs) diff --git a/tests/test_dataset.py b/tests/test_dataset.py index b050619..2fbe0bd 100644 --- a/tests/test_dataset.py +++ b/tests/test_dataset.py @@ -1,6 +1,8 @@ import os import unittest +import torchtext + import seq2seq from seq2seq.dataset import Seq2SeqDataset @@ -12,13 +14,22 @@ class TestDataset(unittest.TestCase): def test_init_ONLY_SRC(self): dataset = Seq2SeqDataset(self.src_path) - self.assertEqual(len(dataset.fields), 1) + self.assertEqual(len(dataset.fields), 2) self.assertEqual(len(dataset), 100) self.assertTrue(hasattr(dataset.examples[0], seq2seq.src_field_name)) def test_init_SRC_AND_TGT(self): dataset = Seq2SeqDataset(self.src_path, self.tgt_path) - self.assertEqual(len(dataset.fields), 2) + self.assertEqual(len(dataset.fields), 3) self.assertEqual(len(dataset), 100) ex = dataset.examples[0] self.assertTrue(len(getattr(ex, seq2seq.tgt_field_name)) > 2) + + def test_indices(self): + dataset = Seq2SeqDataset(self.src_path, self.tgt_path) + dataset.build_vocab(1000, 1000) + batch_size = 25 + + generator = torchtext.data.BucketIterator(dataset, batch_size, device=-1) + batch = next(generator.__iter__()) + self.assertTrue(hasattr(batch, 'index')) From 48205a1f8229cd66fff1deefd7aafd78e477dc79 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 10 Oct 2017 09:30:22 -0400 Subject: [PATCH 11/65] Added copy decoder. --- seq2seq/models/CopyDecoder.py | 31 +++++++++++++++++++++++++++++++ seq2seq/models/DecoderRNN.py | 4 ++-- seq2seq/models/__init__.py | 3 ++- tests/test_copy_decoder.py | 21 +++++++++++++++++++++ 4 files changed, 56 insertions(+), 3 deletions(-) create mode 100644 seq2seq/models/CopyDecoder.py create mode 100644 tests/test_copy_decoder.py diff --git a/seq2seq/models/CopyDecoder.py b/seq2seq/models/CopyDecoder.py new file mode 100644 index 0000000..a70dabd --- /dev/null +++ b/seq2seq/models/CopyDecoder.py @@ -0,0 +1,31 @@ +# Reference: https://arxiv.org/pdf/1704.04368.pdf +# For the copy decoder, the target vocabulary is different for each input sequence, +# and thus the input batch has to carry the following information: +# 1. A unique vocab for each input sequence +# 2. Index to retrieve the vocab for each input sequence +# 3. Use the vocab for loss compute and decoding + +import torch +import torch.nn as nn +import torch.nn.functional as F + +from .DecoderRNN import Decoder + +# TODO: abstract decoders with a parent module +class CopyDecoder(Decoder): + + def __init__(self, hidden_size, output_size): + super(CopyDecoder, self).__init__(hidden_size, output_size) + self.gen_linear = nn.Linear(hidden_size, 1) + + def forward(self, hidden, attn): + gen_prob = F.sigmoid(self.gen_linear(hidden.view(-1, self.hidden_size))).log() + + vocab_prob = super(CopyDecoder, self).forward(hidden, attn) + vocab_prob += gen_prob + + copy_prob = attn.view(-1, attn.size(2)).log() + (1 - gen_prob) + + out_prob = torch.cat([vocab_prob, copy_prob], dim=1) + + return out_prob diff --git a/seq2seq/models/DecoderRNN.py b/seq2seq/models/DecoderRNN.py index 54c3b33..467d784 100644 --- a/seq2seq/models/DecoderRNN.py +++ b/seq2seq/models/DecoderRNN.py @@ -100,7 +100,7 @@ def forward_step(self, input_var, hidden, encoder_outputs): if self.use_attention: output, attn = self.attention(output, encoder_outputs) - predicted_softmax = self.decoder(output).view(batch_size, output_size, -1) + predicted_softmax = self.decoder(output, attn).view(batch_size, output_size, -1) return predicted_softmax, hidden, attn def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, teacher_forcing_ratio=0): @@ -201,7 +201,7 @@ def __init__(self, hidden_size, output_size): self.hidden_size = hidden_size self.linear = nn.Linear(hidden_size, output_size) - def forward(self, hidden): + def forward(self, hidden, attn): logits = self.linear(hidden.view(-1, self.hidden_size)) softmax = F.log_softmax(logits) return softmax diff --git a/seq2seq/models/__init__.py b/seq2seq/models/__init__.py index bc2367f..c6ae72d 100644 --- a/seq2seq/models/__init__.py +++ b/seq2seq/models/__init__.py @@ -1,4 +1,5 @@ from .EncoderRNN import EncoderRNN -from .DecoderRNN import DecoderRNN +from .DecoderRNN import DecoderRNN, Decoder +from .CopyDecoder import CopyDecoder from .TopKDecoder import TopKDecoder from .seq2seq import Seq2seq diff --git a/tests/test_copy_decoder.py b/tests/test_copy_decoder.py new file mode 100644 index 0000000..6f060d0 --- /dev/null +++ b/tests/test_copy_decoder.py @@ -0,0 +1,21 @@ +import unittest + +import torch +from torch.autograd import Variable + +from seq2seq.models import CopyDecoder + +class TestCopyDecoder(unittest.TestCase): + + def test_forward(self): + hidden_size = 16 + output_size = 200 + decoder = CopyDecoder(hidden_size, output_size) + + batch_size = 8 + en_len = 5 + de_len = 6 + hidden = Variable(torch.randn(batch_size, de_len, hidden_size)) + attn = Variable(torch.randn(batch_size, de_len, en_len)) + output = decoder(hidden, attn) + self.assertEquals(output.size(), torch.Size((batch_size * de_len, output_size + en_len))) From 5d6b47900e3a79b2fc903fbff55a997401fbfdc5 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Thu, 12 Oct 2017 06:37:38 -0400 Subject: [PATCH 12/65] Refactored interfaces to take batch instead of variables. --- seq2seq/dataset/dataset.py | 40 ++++++++++++++++++++------- seq2seq/evaluator/evaluator.py | 9 +++--- seq2seq/evaluator/predictor.py | 6 +++- seq2seq/loss/loss.py | 16 +++++++++-- seq2seq/models/seq2seq.py | 11 ++++++-- seq2seq/trainer/supervised_trainer.py | 15 +++------- tests/test_dataset.py | 23 +++++++++++++-- tests/test_evaluator.py | 2 +- tests/test_loss_loss.py | 38 +++++++++++++------------ 9 files changed, 107 insertions(+), 53 deletions(-) diff --git a/seq2seq/dataset/dataset.py b/seq2seq/dataset/dataset.py index cbe2ab0..bc5517d 100644 --- a/seq2seq/dataset/dataset.py +++ b/seq2seq/dataset/dataset.py @@ -16,15 +16,13 @@ def _read_corpus(path): class Seq2SeqDataset(torchtext.data.Dataset): - def __init__(self, src_path, tgt_path=None, - src_field=SourceField(), tgt_field=TargetField(), - **kwargs): - self.src_field = src_field - self.tgt_field = tgt_field + def __init__(self, corpus, src_field, tgt_field=None, **kwargs): # construct fields + self.src_field = src_field + self.tgt_field = tgt_field fields = [(src_field_name, src_field)] - if tgt_path is not None: + if tgt_field is not None: fields.append((tgt_field_name, tgt_field)) idx_field = torchtext.data.Field(use_vocab=False, tensor_type=torch.LongTensor, @@ -32,15 +30,37 @@ def __init__(self, src_path, tgt_path=None, fields.append(('index', idx_field)) # construct examples - corpus = _read_corpus(src_path) - if tgt_path is not None: - corpus = zip(corpus, _read_corpus(tgt_path)) - examples = [torchtext.data.Example.fromlist(list(data) + [i], fields) for i, data in enumerate(corpus)] + super(Seq2SeqDataset, self).__init__(examples, fields, **kwargs) + @staticmethod + def from_file(src_path, tgt_path=None, share_fields_from=None, **kwargs): + src_list = _read_corpus(src_path) + if tgt_path is not None: + tgt_list = _read_corpus(tgt_path) + else: + tgt_list = None + return Seq2SeqDataset.from_list(src_list, tgt_list, share_fields_from, **kwargs) + + @staticmethod + def from_list(src_list, tgt_list=None, share_fields_from=None, **kwargs): + corpus = src_list + if share_fields_from is not None: + src_field = share_fields_from.fields[src_field_name] + else: + src_field = SourceField() + tgt_field = None + if tgt_list is not None: + corpus = zip(corpus, tgt_list) + if share_fields_from is not None: + tgt_field = share_fields_from.fields[tgt_field_name] + else: + tgt_field = TargetField() + return Seq2SeqDataset(corpus, src_field, tgt_field, **kwargs) + def build_vocab(self, src_vocab_size, tgt_vocab_size): self.src_field.build_vocab(self, max_size=src_vocab_size) self.tgt_field.build_vocab(self, max_size=tgt_vocab_size) diff --git a/seq2seq/evaluator/evaluator.py b/seq2seq/evaluator/evaluator.py index eb872f6..cc4562d 100644 --- a/seq2seq/evaluator/evaluator.py +++ b/seq2seq/evaluator/evaluator.py @@ -44,16 +44,15 @@ def evaluate(self, model, data): pad = tgt_vocab.stoi[data.fields[seq2seq.tgt_field_name].pad_token] for batch in batch_iterator: - input_variables, input_lengths = getattr(batch, seq2seq.src_field_name) - target_variables = getattr(batch, seq2seq.tgt_field_name) - - decoder_outputs, decoder_hidden, other = model(input_variables, input_lengths.tolist(), target_variables) + decoder_outputs, decoder_hidden, other = model(batch) # Evaluation + loss.eval_batch(batch, decoder_outputs) + seqlist = other['sequence'] + target_variables = getattr(batch, seq2seq.tgt_field_name) for step, step_output in enumerate(decoder_outputs): target = target_variables[:, step + 1] - loss.eval_batch(step_output.view(target_variables.size(0), -1), target) non_padding = target.ne(pad) correct = seqlist[step].view(-1).eq(target).masked_select(non_padding).sum().data[0] diff --git a/seq2seq/evaluator/predictor.py b/seq2seq/evaluator/predictor.py index e521868..2d104a8 100644 --- a/seq2seq/evaluator/predictor.py +++ b/seq2seq/evaluator/predictor.py @@ -1,5 +1,6 @@ import torch from torch.autograd import Variable +import torchtext class Predictor(object): @@ -35,8 +36,11 @@ def predict(self, src_seq): volatile=True).view(1, -1) if torch.cuda.is_available(): src_id_seq = src_id_seq.cuda() + batch = torchtext.data.Batch.fromvars(None, 1, + src=(src_id_seq, [len(src_seq)]), + tgt=None) - softmax_list, _, other = self.model(src_id_seq, [len(src_seq)]) + softmax_list, _, other = self.model(batch) length = other['length'][0] tgt_id_seq = [other['sequence'][di][0].data[0] for di in range(length)] diff --git a/seq2seq/loss/loss.py b/seq2seq/loss/loss.py index 0d2e05b..ff2e8d6 100644 --- a/seq2seq/loss/loss.py +++ b/seq2seq/loss/loss.py @@ -1,8 +1,11 @@ from __future__ import print_function import math + import torch.nn as nn import numpy as np +from .. import tgt_field_name + class Loss(object): """ Base class for encapsulation of the loss functions. @@ -58,7 +61,7 @@ def get_loss(self): """ raise NotImplementedError - def eval_batch(self, outputs, target): + def eval_batch(self, outputs, batch): """ Evaluate and accumulate loss given outputs and expected results. This method is called after each batch with the batch outputs and @@ -70,6 +73,13 @@ def eval_batch(self, outputs, target): outputs (torch.Tensor): outputs of a batch. target (torch.Tensor): expected output of a batch. """ + target_variable = getattr(batch, tgt_field_name) + for step, step_output in enumerate(outputs): + batch_size = target_variable.size(0) + target = target_variable[:, step + 1] + self._eval_batch(step_output.view(batch_size, -1), target) + + def _eval_batch(self, output, target): raise NotImplementedError def cuda(self): @@ -113,7 +123,7 @@ def get_loss(self): loss /= self.norm_term return loss - def eval_batch(self, outputs, target): + def _eval_batch(self, outputs, target): self.acc_loss += self.criterion(outputs, target) self.norm_term += 1 @@ -134,7 +144,7 @@ class Perplexity(NLLLoss): def __init__(self, weight=None, mask=None): super(Perplexity, self).__init__(weight=weight, mask=mask, size_average=False) - def eval_batch(self, outputs, target): + def _eval_batch(self, outputs, target): self.acc_loss += self.criterion(outputs, target) if self.mask is None: self.norm_term += np.prod(target.size()) diff --git a/seq2seq/models/seq2seq.py b/seq2seq/models/seq2seq.py index 658b746..f689d0d 100644 --- a/seq2seq/models/seq2seq.py +++ b/seq2seq/models/seq2seq.py @@ -1,6 +1,8 @@ import torch.nn as nn import torch.nn.functional as F +from .. import src_field_name, tgt_field_name + class Seq2seq(nn.Module): """ Standard sequence-to-sequence architecture with configurable encoder and decoder. @@ -41,8 +43,13 @@ def flatten_parameters(self): self.encoder.rnn.flatten_parameters() self.decoder.rnn.flatten_parameters() - def forward(self, input_variable, input_lengths=None, target_variable=None, - teacher_forcing_ratio=0): + def forward(self, batch, teacher_forcing_ratio=0): + input_variable, input_lengths = getattr(batch, src_field_name) + target_variable = getattr(batch, tgt_field_name) + + if not isinstance(input_lengths, list): + input_lengths = input_lengths.tolist() + encoder_outputs, encoder_hidden = self.encoder(input_variable, input_lengths) result = self.decoder(inputs=target_variable, encoder_hidden=encoder_hidden, diff --git a/seq2seq/trainer/supervised_trainer.py b/seq2seq/trainer/supervised_trainer.py index ed7bc06..a0b1362 100644 --- a/seq2seq/trainer/supervised_trainer.py +++ b/seq2seq/trainer/supervised_trainer.py @@ -2,7 +2,6 @@ import logging import os import random -import time import torch import torchtext @@ -48,16 +47,13 @@ def __init__(self, expt_dir='experiment', loss=NLLLoss(), batch_size=64, self.logger = logging.getLogger(__name__) - def _train_batch(self, input_variable, input_lengths, target_variable, model, teacher_forcing_ratio): + def _train_batch(self, batch, model, teacher_forcing_ratio): loss = self.loss # Forward propagation - decoder_outputs, decoder_hidden, other = model(input_variable, input_lengths, target_variable, - teacher_forcing_ratio=teacher_forcing_ratio) + decoder_outputs, decoder_hidden, other = model(batch, teacher_forcing_ratio=teacher_forcing_ratio) # Get loss loss.reset() - for step, step_output in enumerate(decoder_outputs): - batch_size = target_variable.size(0) - loss.eval_batch(step_output.contiguous().view(batch_size, -1), target_variable[:, step + 1]) + loss.eval_batch(decoder_outputs, batch) # Backward propagation model.zero_grad() loss.backward() @@ -96,10 +92,7 @@ def _train_epoches(self, data, model, n_epochs, start_epoch, start_step, step += 1 step_elapsed += 1 - input_variables, input_lengths = getattr(batch, seq2seq.src_field_name) - target_variables = getattr(batch, seq2seq.tgt_field_name) - - loss = self._train_batch(input_variables, input_lengths.tolist(), target_variables, model, teacher_forcing_ratio) + loss = self._train_batch(batch, model, teacher_forcing_ratio) # Record average loss print_loss_total += loss diff --git a/tests/test_dataset.py b/tests/test_dataset.py index 2fbe0bd..a86d10d 100644 --- a/tests/test_dataset.py +++ b/tests/test_dataset.py @@ -1,5 +1,6 @@ import os import unittest +import tempfile import torchtext @@ -13,23 +14,39 @@ class TestDataset(unittest.TestCase): tgt_path = os.path.join(test_path, 'data/tgt.txt') def test_init_ONLY_SRC(self): - dataset = Seq2SeqDataset(self.src_path) + dataset = Seq2SeqDataset.from_file(self.src_path) self.assertEqual(len(dataset.fields), 2) self.assertEqual(len(dataset), 100) self.assertTrue(hasattr(dataset.examples[0], seq2seq.src_field_name)) def test_init_SRC_AND_TGT(self): - dataset = Seq2SeqDataset(self.src_path, self.tgt_path) + dataset = Seq2SeqDataset.from_file(self.src_path, self.tgt_path) self.assertEqual(len(dataset.fields), 3) self.assertEqual(len(dataset), 100) ex = dataset.examples[0] self.assertTrue(len(getattr(ex, seq2seq.tgt_field_name)) > 2) def test_indices(self): - dataset = Seq2SeqDataset(self.src_path, self.tgt_path) + dataset = Seq2SeqDataset.from_file(self.src_path, self.tgt_path) dataset.build_vocab(1000, 1000) batch_size = 25 generator = torchtext.data.BucketIterator(dataset, batch_size, device=-1) batch = next(generator.__iter__()) self.assertTrue(hasattr(batch, 'index')) + + def test_init_FROM_LIST(self): + src_list = [['1','2','3'], ['4','5','6','7']] + dataset = Seq2SeqDataset.from_list(src_list) + + self.assertEqual(len(dataset), 2) + + tmp_file = open('temp', 'w') + for seq in src_list: + tmp_file.write(' '.join(seq) + "\n") + tmp_file.close() + from_file = Seq2SeqDataset.from_file('temp') + + self.assertEqual(len(dataset.examples), len(from_file.examples)) + for l, f in zip(dataset.examples, from_file.examples): + self.assertEqual(l.src, f.src) diff --git a/tests/test_evaluator.py b/tests/test_evaluator.py index 43ecdbb..95142cc 100644 --- a/tests/test_evaluator.py +++ b/tests/test_evaluator.py @@ -44,5 +44,5 @@ def test_set_eval_mode(self, mock_eval, mock_call): evaluator.evaluate(self.seq2seq, self.dataset) num_batches = int(math.ceil(len(self.dataset) / evaluator.batch_size)) - expected_calls = [call.eval()] + num_batches * [call.call(ANY, ANY, ANY)] + expected_calls = [call.eval()] + num_batches * [call.call(ANY)] self.assertEquals(expected_calls, mock_mgr.mock_calls) diff --git a/tests/test_loss_loss.py b/tests/test_loss_loss.py index aec2853..a39abd7 100644 --- a/tests/test_loss_loss.py +++ b/tests/test_loss_loss.py @@ -5,6 +5,7 @@ import torch import torch.nn.functional as F from torch.autograd import Variable +import torchtext from seq2seq.loss.loss import Loss from seq2seq.loss import NLLLoss, Perplexity @@ -13,14 +14,14 @@ class TestLoss(unittest.TestCase): @classmethod def setUpClass(cls): num_class = 5 + cls.num_class = 5 batch_size = 5 - num_batch = 10 - cls.num_batch = num_batch - cls.outputs = [F.softmax(Variable(torch.randn(batch_size, num_class))) - for _ in range(num_batch)] - cls.targets = [Variable(torch.LongTensor([random.randint(0, num_class - 1) - for _ in range(batch_size)])) - for _ in range(num_batch)] + length = 7 + cls.outputs = [F.softmax(Variable(torch.randn(batch_size, num_class))) for _ in range(length)] + targets = Variable(torch.LongTensor([random.randint(0, num_class - 1) + for _ in range(batch_size * (length + 1))])) + cls.targets = targets.view(batch_size, length + 1) + cls.batch = torchtext.data.Batch.fromvars(None, batch_size, tgt=cls.targets) def test_loss_init(self): name = "name" @@ -44,25 +45,29 @@ def test_nllloss_init_WITH_MASK_BUT_NO_WEIGHT(self): self.assertRaises(ValueError, lambda: NLLLoss(mask=mask)) def test_nllloss(self): + num_batch = 10 loss = NLLLoss() pytorch_loss = 0 pytorch_criterion = torch.nn.NLLLoss() - for output, target in zip(self.outputs, self.targets): - loss.eval_batch(output, target) - pytorch_loss += pytorch_criterion(output, target) + for _ in range(num_batch): + for step, output in enumerate(self.outputs): + pytorch_loss += pytorch_criterion(output, self.targets[:, step + 1]) + loss.eval_batch(self.outputs, self.batch) loss_val = loss.get_loss() - pytorch_loss /= self.num_batch + pytorch_loss /= (num_batch * len(self.outputs)) self.assertAlmostEqual(loss_val, pytorch_loss.data[0]) def test_nllloss_WITH_OUT_SIZE_AVERAGE(self): + num_repeat = 10 loss = NLLLoss(size_average=False) pytorch_loss = 0 pytorch_criterion = torch.nn.NLLLoss(size_average=False) - for output, target in zip(self.outputs, self.targets): - loss.eval_batch(output, target) - pytorch_loss += pytorch_criterion(output, target) + for _ in range(num_repeat): + for step, output in enumerate(self.outputs): + pytorch_loss += pytorch_criterion(output, self.targets[:, step + 1]) + loss.eval_batch(self.outputs, self.batch) loss_val = loss.get_loss() @@ -75,9 +80,8 @@ def test_perplexity_init(self): def test_perplexity(self): nll = NLLLoss() ppl = Perplexity() - for output, target in zip(self.outputs, self.targets): - nll.eval_batch(output, target) - ppl.eval_batch(output, target) + nll.eval_batch(self.outputs, self.batch) + ppl.eval_batch(self.outputs, self.batch) nll_loss = nll.get_loss() ppl_loss = ppl.get_loss() From 799a9229212c95714db8db003e9da918ae049f63 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Thu, 12 Oct 2017 07:48:34 -0400 Subject: [PATCH 13/65] Refactored the place of symbol generation. --- seq2seq/models/DecoderRNN.py | 27 +++++++++++++++------------ tests/test_dataset.py | 1 + 2 files changed, 16 insertions(+), 12 deletions(-) diff --git a/seq2seq/models/DecoderRNN.py b/seq2seq/models/DecoderRNN.py index 467d784..a7252f2 100644 --- a/seq2seq/models/DecoderRNN.py +++ b/seq2seq/models/DecoderRNN.py @@ -90,7 +90,7 @@ def __init__(self, vocab_size, max_len, hidden_size, def forward_step(self, input_var, hidden, encoder_outputs): batch_size = input_var.size(0) - output_size = input_var.size(1) + de_len = input_var.size(1) embedded = self.embedding(input_var) embedded = self.input_dropout(embedded) @@ -100,8 +100,10 @@ def forward_step(self, input_var, hidden, encoder_outputs): if self.use_attention: output, attn = self.attention(output, encoder_outputs) - predicted_softmax = self.decoder(output, attn).view(batch_size, output_size, -1) - return predicted_softmax, hidden, attn + predicted_softmax = self.decoder(output, attn).view(batch_size, de_len, -1) + symbols = predicted_softmax.topk(1, dim=2)[1] + + return predicted_softmax, hidden, symbols, attn def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, teacher_forcing_ratio=0): ret_dict = dict() @@ -140,36 +142,37 @@ def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, teache sequence_symbols = [] lengths = np.array([max_length] * batch_size) - def decode(step, step_output, step_attn): + def post_decode(step_output, step_symbols, step_attn): decoder_outputs.append(step_output) if self.use_attention: ret_dict[DecoderRNN.KEY_ATTN_SCORE].append(step_attn) - symbols = decoder_outputs[-1].topk(1)[1] - sequence_symbols.append(symbols) + + sequence_symbols.append(step_symbols) eos_batches = symbols.data.eq(self.eos_id) if eos_batches.dim() > 0: eos_batches = eos_batches.cpu().view(-1).numpy() update_idx = ((lengths > di) & eos_batches) != 0 lengths[update_idx] = len(sequence_symbols) - return symbols # Manual unrolling is used to support random teacher forcing. # If teacher_forcing_ratio is True or False instead of a probability, the unrolling can be done in graph if use_teacher_forcing: decoder_input = inputs[:, :-1] - decoder_output, decoder_hidden, attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) + decoder_output, decoder_hidden, symbols, attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) for di in range(decoder_output.size(1)): step_output = decoder_output[:, di, :] + step_symbols = symbols[:, di] step_attn = attn[:, di, :] - decode(di, step_output, step_attn) + post_decode(step_output, step_symbols, step_attn) else: decoder_input = inputs[:, 0].unsqueeze(1) for di in range(max_length): - decoder_output, decoder_hidden, step_attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) + decoder_output, decoder_hidden, symbols, step_attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) step_output = decoder_output.squeeze(1) - symbols = decode(di, step_output, step_attn) - decoder_input = symbols + step_symbols = symbols.squeeze(1) + post_decode(step_output, step_symbols, step_attn) + decoder_input = step_symbols ret_dict[DecoderRNN.KEY_SEQUENCE] = sequence_symbols ret_dict[DecoderRNN.KEY_LENGTH] = lengths.tolist() diff --git a/tests/test_dataset.py b/tests/test_dataset.py index a86d10d..cae1a51 100644 --- a/tests/test_dataset.py +++ b/tests/test_dataset.py @@ -50,3 +50,4 @@ def test_init_FROM_LIST(self): self.assertEqual(len(dataset.examples), len(from_file.examples)) for l, f in zip(dataset.examples, from_file.examples): self.assertEqual(l.src, f.src) + os.remove('temp') From ab06567323110d6e5c0017d709cb3e6b189ed1eb Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Thu, 12 Oct 2017 11:34:11 -0400 Subject: [PATCH 14/65] Pass batch through decoder. --- seq2seq/models/CopyDecoder.py | 11 +++++++---- seq2seq/models/DecoderRNN.py | 30 +++++++++++++++++++----------- seq2seq/models/seq2seq.py | 3 ++- tests/test_copy_decoder.py | 3 ++- tests/test_decoder_rnn.py | 17 +++++++++-------- 5 files changed, 39 insertions(+), 25 deletions(-) diff --git a/seq2seq/models/CopyDecoder.py b/seq2seq/models/CopyDecoder.py index a70dabd..0eb6405 100644 --- a/seq2seq/models/CopyDecoder.py +++ b/seq2seq/models/CopyDecoder.py @@ -18,14 +18,17 @@ def __init__(self, hidden_size, output_size): super(CopyDecoder, self).__init__(hidden_size, output_size) self.gen_linear = nn.Linear(hidden_size, 1) - def forward(self, hidden, attn): + def forward(self, batch, hidden, attn): gen_prob = F.sigmoid(self.gen_linear(hidden.view(-1, self.hidden_size))).log() - vocab_prob = super(CopyDecoder, self).forward(hidden, attn) - vocab_prob += gen_prob + vocab_prob, symbols = super(CopyDecoder, self).forward(batch, hidden, attn) + vocab_prob = vocab_prob.view(-1, self.output_size) + gen_prob copy_prob = attn.view(-1, attn.size(2)).log() + (1 - gen_prob) out_prob = torch.cat([vocab_prob, copy_prob], dim=1) - return out_prob + # TODO: generate symbols + symbols = None + + return out_prob, symbols diff --git a/seq2seq/models/DecoderRNN.py b/seq2seq/models/DecoderRNN.py index a7252f2..1cb9b0f 100644 --- a/seq2seq/models/DecoderRNN.py +++ b/seq2seq/models/DecoderRNN.py @@ -88,9 +88,7 @@ def __init__(self, vocab_size, max_len, hidden_size, self.decoder = Decoder(self.hidden_size, self.output_size) - def forward_step(self, input_var, hidden, encoder_outputs): - batch_size = input_var.size(0) - de_len = input_var.size(1) + def forward_step(self, batch, input_var, hidden, encoder_outputs): embedded = self.embedding(input_var) embedded = self.input_dropout(embedded) @@ -100,12 +98,13 @@ def forward_step(self, input_var, hidden, encoder_outputs): if self.use_attention: output, attn = self.attention(output, encoder_outputs) - predicted_softmax = self.decoder(output, attn).view(batch_size, de_len, -1) - symbols = predicted_softmax.topk(1, dim=2)[1] + predicted_softmax, symbols = self.decoder(batch, output, attn) return predicted_softmax, hidden, symbols, attn - def forward(self, inputs=None, encoder_hidden=None, encoder_outputs=None, teacher_forcing_ratio=0): + def forward(self, batch, inputs=None, + encoder_hidden=None, encoder_outputs=None, + teacher_forcing_ratio=0): ret_dict = dict() if self.use_attention: if encoder_outputs is None: @@ -159,7 +158,10 @@ def post_decode(step_output, step_symbols, step_attn): # If teacher_forcing_ratio is True or False instead of a probability, the unrolling can be done in graph if use_teacher_forcing: decoder_input = inputs[:, :-1] - decoder_output, decoder_hidden, symbols, attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) + decoder_output, decoder_hidden, symbols, attn = self.forward_step(batch, + decoder_input, + decoder_hidden, + encoder_outputs) for di in range(decoder_output.size(1)): step_output = decoder_output[:, di, :] step_symbols = symbols[:, di] @@ -168,7 +170,10 @@ def post_decode(step_output, step_symbols, step_attn): else: decoder_input = inputs[:, 0].unsqueeze(1) for di in range(max_length): - decoder_output, decoder_hidden, symbols, step_attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) + decoder_output, decoder_hidden, symbols, step_attn = self.forward_step(batch, + decoder_input, + decoder_hidden, + encoder_outputs) step_output = decoder_output.squeeze(1) step_symbols = symbols.squeeze(1) post_decode(step_output, step_symbols, step_attn) @@ -202,9 +207,12 @@ class Decoder(nn.Module): def __init__(self, hidden_size, output_size): super(Decoder, self).__init__() self.hidden_size = hidden_size + self.output_size = output_size self.linear = nn.Linear(hidden_size, output_size) - def forward(self, hidden, attn): + def forward(self, batch, hidden, attn): + batch_size, de_len = hidden.size(0), hidden.size(1) logits = self.linear(hidden.view(-1, self.hidden_size)) - softmax = F.log_softmax(logits) - return softmax + softmax = F.log_softmax(logits).view(batch_size, de_len, self.output_size) + symbols = softmax.topk(1, dim=2)[1] + return softmax, symbols diff --git a/seq2seq/models/seq2seq.py b/seq2seq/models/seq2seq.py index f689d0d..9433ec2 100644 --- a/seq2seq/models/seq2seq.py +++ b/seq2seq/models/seq2seq.py @@ -51,7 +51,8 @@ def forward(self, batch, teacher_forcing_ratio=0): input_lengths = input_lengths.tolist() encoder_outputs, encoder_hidden = self.encoder(input_variable, input_lengths) - result = self.decoder(inputs=target_variable, + result = self.decoder(batch, + inputs=target_variable, encoder_hidden=encoder_hidden, encoder_outputs=encoder_outputs, teacher_forcing_ratio=teacher_forcing_ratio) diff --git a/tests/test_copy_decoder.py b/tests/test_copy_decoder.py index 6f060d0..bf84daf 100644 --- a/tests/test_copy_decoder.py +++ b/tests/test_copy_decoder.py @@ -15,7 +15,8 @@ def test_forward(self): batch_size = 8 en_len = 5 de_len = 6 + batch = None hidden = Variable(torch.randn(batch_size, de_len, hidden_size)) attn = Variable(torch.randn(batch_size, de_len, en_len)) - output = decoder(hidden, attn) + output, symbols = decoder(batch, hidden, attn) self.assertEquals(output.size(), torch.Size((batch_size * de_len, output_size + en_len))) diff --git a/tests/test_decoder_rnn.py b/tests/test_decoder_rnn.py index 9100fdb..ab012bd 100644 --- a/tests/test_decoder_rnn.py +++ b/tests/test_decoder_rnn.py @@ -10,13 +10,14 @@ class TestDecoderRNN(unittest.TestCase): @classmethod def setUpClass(self): self.vocab_size = 100 + self.batch = None def test_input_dropout_WITH_PROB_ZERO(self): rnn = DecoderRNN(self.vocab_size, 50, 16, 0, 1, input_dropout_p=0) for param in rnn.parameters(): param.data.uniform_(-1, 1) - output1, _, _ = rnn() - output2, _, _ = rnn() + output1, _, _ = rnn(self.batch) + output2, _, _ = rnn(self.batch) for prob1, prob2 in zip(output1, output2): self.assertTrue(torch.equal(prob1.data, prob2.data)) @@ -27,8 +28,8 @@ def test_input_dropout_WITH_NON_ZERO_PROB(self): equal = True for _ in range(50): - output1, _, _ = rnn() - output2, _, _ = rnn() + output1, _, _ = rnn(self.batch) + output2, _, _ = rnn(self.batch) if not torch.equal(output1[0].data, output2[0].data): equal = False break @@ -38,8 +39,8 @@ def test_dropout_WITH_PROB_ZERO(self): rnn = DecoderRNN(self.vocab_size, 50, 16, 0, 1, dropout_p=0) for param in rnn.parameters(): param.data.uniform_(-1, 1) - output1, _, _ = rnn() - output2, _, _ = rnn() + output1, _, _ = rnn(self.batch) + output2, _, _ = rnn(self.batch) for prob1, prob2 in zip(output1, output2): self.assertTrue(torch.equal(prob1.data, prob2.data)) @@ -50,8 +51,8 @@ def test_dropout_WITH_NON_ZERO_PROB(self): equal = True for _ in range(50): - output1, _, _ = rnn() - output2, _, _ = rnn() + output1, _, _ = rnn(self.batch) + output2, _, _ = rnn(self.batch) if not torch.equal(output1[0].data, output2[0].data): equal = False break From 3613879b61e03fa4cca413cb6cf2c04489df7704 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Fri, 13 Oct 2017 10:17:58 -0400 Subject: [PATCH 15/65] Added dynamic vocabulary to dataset. --- seq2seq/dataset/dataset.py | 36 ++++++++++++++++++++++++++++-------- tests/test_dataset.py | 10 ++++++++++ 2 files changed, 38 insertions(+), 8 deletions(-) diff --git a/seq2seq/dataset/dataset.py b/seq2seq/dataset/dataset.py index bc5517d..8a928b7 100644 --- a/seq2seq/dataset/dataset.py +++ b/seq2seq/dataset/dataset.py @@ -1,4 +1,5 @@ import codecs +from collections import Counter import torch import torchtext @@ -15,26 +16,45 @@ def _read_corpus(path): yield line class Seq2SeqDataset(torchtext.data.Dataset): + """ The idea of dynamic vocabulary is bought from [Opennmt-py](https://github.com/OpenNMT/OpenNMT-py)""" - def __init__(self, corpus, src_field, tgt_field=None, **kwargs): + def __init__(self, examples, src_field, tgt_field=None, dynamic=False, **kwargs): # construct fields self.src_field = src_field self.tgt_field = tgt_field - fields = [(src_field_name, src_field)] + self.fields = [(src_field_name, src_field)] if tgt_field is not None: - fields.append((tgt_field_name, tgt_field)) + self.fields.append((tgt_field_name, tgt_field)) + + self.dynamic = dynamic + self.dynamic_vocab = [] + if self.dynamic: + src_index_field = torchtext.data.Field(use_vocab=False, + tensor_type=torch.LongTensor, + sequential=False) + self.fields.append(('src_index', src_index_field)) + examples = self._add_dynamic_vocab(examples) + idx_field = torchtext.data.Field(use_vocab=False, tensor_type=torch.LongTensor, sequential=False) - fields.append(('index', idx_field)) - + self.fields.append(('index', idx_field)) # construct examples - examples = [torchtext.data.Example.fromlist(list(data) + [i], fields) - for i, data in enumerate(corpus)] + examples = [torchtext.data.Example.fromlist(list(data) + [i], self.fields) + for i, data in enumerate(examples)] + + super(Seq2SeqDataset, self).__init__(examples, self.fields, **kwargs) - super(Seq2SeqDataset, self).__init__(examples, fields, **kwargs) + def _add_dynamic_vocab(self, examples): + tokenize = self.fields[0][1].tokenize # Tokenize function of the source field + for example in examples: + src_seq = example[0] + dy_vocab = torchtext.vocab.Vocab(Counter(src_seq)) + self.dynamic_vocab.append(dy_vocab) + src_indices = torch.LongTensor([dy_vocab.stoi[w] for w in tokenize(src_seq)]) + yield tuple(list(example) + [src_indices]) @staticmethod def from_file(src_path, tgt_path=None, share_fields_from=None, **kwargs): diff --git a/tests/test_dataset.py b/tests/test_dataset.py index cae1a51..b0e9558 100644 --- a/tests/test_dataset.py +++ b/tests/test_dataset.py @@ -51,3 +51,13 @@ def test_init_FROM_LIST(self): for l, f in zip(dataset.examples, from_file.examples): self.assertEqual(l.src, f.src) os.remove('temp') + + def test_dynamic(self): + dataset = Seq2SeqDataset.from_file(self.src_path, self.tgt_path, dynamic=True) + self.assertTrue('src_index' in dataset.fields) + for i, ex in enumerate(dataset.examples): + idx = ex.index + self.assertEqual(i, idx) + src_vocab = dataset.dynamic_vocab[i] + for tok, tok_id in zip(ex.src, ex.src_index): + self.assertEqual(src_vocab.stoi[tok], tok_id) From 8ec390039482d4681021aecd969d2e10f50c5284 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 24 Oct 2017 10:29:46 -0400 Subject: [PATCH 16/65] Implemented CopyDecoder and refactoring. --- seq2seq/dataset/dataset.py | 12 +- seq2seq/models/CopyDecoder.py | 39 +++-- seq2seq/models/DecoderRNN.py | 37 +++-- seq2seq/models/TopKDecoder.py | 10 +- seq2seq/models/seq2seq.py | 3 +- seq2seq/trainer/supervised_trainer.py | 8 +- tests/data/src.txt | 200 +++++++++++++------------- tests/data/tgt.txt | 200 +++++++++++++------------- tests/test_copy_decoder.py | 35 +++-- tests/test_topkdecoder.py | 6 +- 10 files changed, 295 insertions(+), 255 deletions(-) diff --git a/seq2seq/dataset/dataset.py b/seq2seq/dataset/dataset.py index 8a928b7..d76cb0c 100644 --- a/seq2seq/dataset/dataset.py +++ b/seq2seq/dataset/dataset.py @@ -31,8 +31,9 @@ def __init__(self, examples, src_field, tgt_field=None, dynamic=False, **kwargs) self.dynamic_vocab = [] if self.dynamic: src_index_field = torchtext.data.Field(use_vocab=False, - tensor_type=torch.LongTensor, - sequential=False) + tensor_type=torch.LongTensor, + pad_token=0, sequential=True, + batch_first=True) self.fields.append(('src_index', src_index_field)) examples = self._add_dynamic_vocab(examples) @@ -50,10 +51,11 @@ def __init__(self, examples, src_field, tgt_field=None, dynamic=False, **kwargs) def _add_dynamic_vocab(self, examples): tokenize = self.fields[0][1].tokenize # Tokenize function of the source field for example in examples: - src_seq = example[0] - dy_vocab = torchtext.vocab.Vocab(Counter(src_seq)) + src_seq = tokenize(example[0]) + dy_vocab = torchtext.vocab.Vocab(Counter(src_seq), specials=[]) self.dynamic_vocab.append(dy_vocab) - src_indices = torch.LongTensor([dy_vocab.stoi[w] for w in tokenize(src_seq)]) + # src_indices = torch.LongTensor([dy_vocab.stoi[w] for w in tokenize(src_seq)]) + src_indices = [dy_vocab.stoi[w] for w in src_seq] yield tuple(list(example) + [src_indices]) @staticmethod diff --git a/seq2seq/models/CopyDecoder.py b/seq2seq/models/CopyDecoder.py index 0eb6405..7b12323 100644 --- a/seq2seq/models/CopyDecoder.py +++ b/seq2seq/models/CopyDecoder.py @@ -1,9 +1,4 @@ -# Reference: https://arxiv.org/pdf/1704.04368.pdf -# For the copy decoder, the target vocabulary is different for each input sequence, -# and thus the input batch has to carry the following information: -# 1. A unique vocab for each input sequence -# 2. Index to retrieve the vocab for each input sequence -# 3. Use the vocab for loss compute and decoding +from __future__ import print_function import torch import torch.nn as nn @@ -13,22 +8,40 @@ # TODO: abstract decoders with a parent module class CopyDecoder(Decoder): + """ Reference: https://arxiv.org/pdf/1704.04368.pdf """ + def __init__(self, hidden_size, output_size): super(CopyDecoder, self).__init__(hidden_size, output_size) self.gen_linear = nn.Linear(hidden_size, 1) - def forward(self, batch, hidden, attn): - gen_prob = F.sigmoid(self.gen_linear(hidden.view(-1, self.hidden_size))).log() + def forward(self, context, attn, batch, dataset): + de_len = context.size(1) + gen_prob = F.sigmoid(self.gen_linear(context.view(-1, self.hidden_size))).log() - vocab_prob, symbols = super(CopyDecoder, self).forward(batch, hidden, attn) - vocab_prob = vocab_prob.view(-1, self.output_size) + gen_prob + vocab_prob, symbols = super(CopyDecoder, self).forward(context, attn) + vocab_prob = vocab_prob.view(-1, self.output_size) * gen_prob - copy_prob = attn.view(-1, attn.size(2)).log() + (1 - gen_prob) + copy_prob = attn.view(-1, attn.size(2)) * (1 - gen_prob) out_prob = torch.cat([vocab_prob, copy_prob], dim=1) - # TODO: generate symbols - symbols = None + dynamic_vocab = dataset.dynamic_vocab + tgt_vocab = dataset.fields['tgt'].vocab + offset = len(tgt_vocab) + for b in range(batch.batch_size): + src_idx = batch.index[b].data[0] + src_vocab = dynamic_vocab[src_idx] + src_indices = batch.src_index[b].data.tolist() + for src_tok_id in src_indices: + tok = src_vocab.itos[src_tok_id] + tgt_tok_id = tgt_vocab.stoi[tok] + if tgt_tok_id != 0: + copy_id = offset + src_tok_id - 1 + out_prob[b: b + de_len, tgt_tok_id] = out_prob[b: b + de_len, tgt_tok_id] \ + + out_prob[b: b + de_len, copy_id] + out_prob[b: b + de_len, copy_id].data.fill_(1e-20) + + symbols = out_prob.topk(1, dim=1)[1] return out_prob, symbols diff --git a/seq2seq/models/DecoderRNN.py b/seq2seq/models/DecoderRNN.py index b6eb909..b6cee1b 100644 --- a/seq2seq/models/DecoderRNN.py +++ b/seq2seq/models/DecoderRNN.py @@ -88,7 +88,7 @@ def __init__(self, vocab_size, max_len, hidden_size, self.decoder = Decoder(self.hidden_size, self.output_size) - def forward_step(self, batch, input_var, hidden, encoder_outputs): + def forward_step(self, input_var, hidden, encoder_outputs): embedded = self.embedding(input_var) embedded = self.input_dropout(embedded) @@ -98,13 +98,11 @@ def forward_step(self, batch, input_var, hidden, encoder_outputs): if self.use_attention: output, attn = self.attention(output, encoder_outputs) - predicted_softmax, symbols = self.decoder(batch, output, attn) - - return predicted_softmax, hidden, symbols, attn + return output, hidden, attn def forward(self, batch, inputs=None, encoder_hidden=None, encoder_outputs=None, - teacher_forcing_ratio=0): + dataset=None, teacher_forcing_ratio=0): ret_dict = dict() if self.use_attention: ret_dict[DecoderRNN.KEY_ATTN_SCORE] = list() @@ -136,25 +134,26 @@ def post_decode(step_output, step_symbols, step_attn): # If teacher_forcing_ratio is True or False instead of a probability, the unrolling can be done in graph if use_teacher_forcing: decoder_input = inputs[:, :-1] - decoder_output, decoder_hidden, symbols, attn = self.forward_step(batch, - decoder_input, - decoder_hidden, - encoder_outputs) + context, decoder_hidden, attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) + decoder_output, symbols = self.decoder(context, attn, batch, dataset) + decoder_output = decoder_output.log() for di in range(decoder_output.size(1)): step_output = decoder_output[:, di, :] step_symbols = symbols[:, di] - step_attn = attn[:, di, :] + if attn is not None: + step_attn = attn[:, di, :] + else: + step_attn = None post_decode(step_output, step_symbols, step_attn) else: decoder_input = inputs[:, 0].unsqueeze(1) for di in range(max_length): - decoder_output, decoder_hidden, symbols, step_attn = self.forward_step(batch, - decoder_input, - decoder_hidden, - encoder_outputs) + context, decoder_hidden, attn = self.forward_step(decoder_input, decoder_hidden, encoder_outputs) + decoder_output, symbols = self.decoder(context, attn, batch, dataset) + decoder_output = decoder_output.log() step_output = decoder_output.squeeze(1) step_symbols = symbols.squeeze(1) - post_decode(step_output, step_symbols, step_attn) + post_decode(step_output, step_symbols, attn) decoder_input = step_symbols ret_dict[DecoderRNN.KEY_SEQUENCE] = sequence_symbols @@ -219,9 +218,9 @@ def __init__(self, hidden_size, output_size): self.output_size = output_size self.linear = nn.Linear(hidden_size, output_size) - def forward(self, batch, hidden, attn): - batch_size, de_len = hidden.size(0), hidden.size(1) - logits = self.linear(hidden.view(-1, self.hidden_size)) - softmax = F.log_softmax(logits).view(batch_size, de_len, self.output_size) + def forward(self, context, attn, *args): + batch_size, de_len = context.size(0), context.size(1) + logits = self.linear(context.view(-1, self.hidden_size)) + softmax = F.softmax(logits).view(batch_size, de_len, self.output_size) symbols = softmax.topk(1, dim=2)[1] return softmax, symbols diff --git a/seq2seq/models/TopKDecoder.py b/seq2seq/models/TopKDecoder.py index 82cad14..8105bd3 100644 --- a/seq2seq/models/TopKDecoder.py +++ b/seq2seq/models/TopKDecoder.py @@ -82,7 +82,7 @@ def __init__(self, decoder_rnn, k): def forward(self, batch, inputs=None, encoder_hidden=None, encoder_outputs=None, - teacher_forcing_ratio=0, retain_output_probs=True): + dataset=None, teacher_forcing_ratio=0, retain_output_probs=True): """ Forward rnn for MAX_LENGTH steps. Look at :func:`seq2seq.models.DecoderRNN.DecoderRNN.forward_rnn` for details. """ @@ -125,11 +125,13 @@ def forward(self, batch, inputs=None, stored_emitted_symbols = list() stored_hidden = list() - for _ in range(0, max_length): + for di in range(0, max_length): # Run the RNN one step forward - log_softmax_output, hidden, symbols, _ = self.rnn.forward_step(batch, input_var, hidden, - inflated_encoder_outputs) + context, hidden, attn = self.rnn.forward_step(input_var, hidden, + inflated_encoder_outputs) + softmax_output, _ = self.rnn.decoder(context, attn, batch, dataset) + log_softmax_output = softmax_output.log() # If doing local backprop (e.g. supervised training), retain the output layer if retain_output_probs: diff --git a/seq2seq/models/seq2seq.py b/seq2seq/models/seq2seq.py index 9433ec2..28b6801 100644 --- a/seq2seq/models/seq2seq.py +++ b/seq2seq/models/seq2seq.py @@ -43,7 +43,7 @@ def flatten_parameters(self): self.encoder.rnn.flatten_parameters() self.decoder.rnn.flatten_parameters() - def forward(self, batch, teacher_forcing_ratio=0): + def forward(self, batch, dataset=None, teacher_forcing_ratio=0): input_variable, input_lengths = getattr(batch, src_field_name) target_variable = getattr(batch, tgt_field_name) @@ -55,5 +55,6 @@ def forward(self, batch, teacher_forcing_ratio=0): inputs=target_variable, encoder_hidden=encoder_hidden, encoder_outputs=encoder_outputs, + dataset=dataset, teacher_forcing_ratio=teacher_forcing_ratio) return result diff --git a/seq2seq/trainer/supervised_trainer.py b/seq2seq/trainer/supervised_trainer.py index a0b1362..8941eda 100644 --- a/seq2seq/trainer/supervised_trainer.py +++ b/seq2seq/trainer/supervised_trainer.py @@ -47,10 +47,12 @@ def __init__(self, expt_dir='experiment', loss=NLLLoss(), batch_size=64, self.logger = logging.getLogger(__name__) - def _train_batch(self, batch, model, teacher_forcing_ratio): + def _train_batch(self, batch, model, teacher_forcing_ratio, dataset): loss = self.loss # Forward propagation - decoder_outputs, decoder_hidden, other = model(batch, teacher_forcing_ratio=teacher_forcing_ratio) + decoder_outputs, decoder_hidden, other = model(batch, + dataset=dataset, + teacher_forcing_ratio=teacher_forcing_ratio) # Get loss loss.reset() loss.eval_batch(decoder_outputs, batch) @@ -92,7 +94,7 @@ def _train_epoches(self, data, model, n_epochs, start_epoch, start_step, step += 1 step_elapsed += 1 - loss = self._train_batch(batch, model, teacher_forcing_ratio) + loss = self._train_batch(batch, model, teacher_forcing_ratio, data) # Record average loss print_loss_total += loss diff --git a/tests/data/src.txt b/tests/data/src.txt index 08f9ff6..e51c186 100644 --- a/tests/data/src.txt +++ b/tests/data/src.txt @@ -1,100 +1,100 @@ -I am fat. -I am busy. -I am calm. -I am cold. -I am good. -I am here. -I am lazy. -I am lazy. -I am lazy. -I am lazy. -I am okay. -I am sick. -I am sure. -I am sure. -I am weak. -You are crazy. -You are drunk! -You are drunk! -You are early. -You are early. -You are early. -You are early. -You are early. -You are early. -You are early. -You are lying. -You are lying. -You are lying. -You are sharp. -You are wrong. -You are wrong. -She is a nurse. -She is awkward. -She is dieting. -She is talking. -She isn't poor. -We are a family. -We are brothers. -We are busy men. -We are his sons. -We are students. -We are teachers. -We are teachers. -We are the best. -We are watching. -He is a kind boy. -He is an acrobat. -He is dead drunk. -He is distracted. -He is doing well. -He is her friend. -He is in pajamas. -He is in trouble. -He is in trouble. -He is in trouble. -He is just a kid. -He is my brother. -He is my teacher. -He is never lazy. -He is not stupid. -He is photogenic. -He is still here. -He is very angry. -He is very angry. -He is very brave. -He is very brave. -He is very young. -He is well-liked. -They are Russian. -They are arguing. -They are arguing. -They are artists. -They are artists. -They are doctors. -They are doctors. -They are singers. -Go. -Run! -Run! -Wow! -Fire! -Help! -Jump. -Stop! -Stop! -Stop! -Wait! -Wait! -I see. -I try. -I won! -I won! -Oh no! -Attack! -Attack! -Cheers! -Cheers! -Cheers! -Get up. -Got it! +select position where school/club team = Butler CC (KS) +select COUNT school/club team where no. = 3 +select school/club team where no. = 21 +select player where no. = 42 +select player where position = Guard years in toronto = 1996-97 +select player where school/club team = Westchester High School +select school/club team where player = Amir Johnson +select COUNT no. where years in toronto = 2005-06 +select COUNT position where years in toronto = 2006-07 +select nationality where school/club team = Fresno State +select school/club team where player = Trey Johnson +select person where entered office as head of state or government = 22 November 2005 +select ended time as senior g8 leader where person = Jacques Chirac +select person where began time as senior g8 leader = 27 June 1976 +select entered office as head of state or government where office = Prime Minister of Italy +select office where began time as senior g8 leader = 20 January 2009 +select COUNT office where ended time as senior g8 leader = 16 November 2011 +select country ( exonym ) where official or native language(s) (alphabet/script) = Dutch Papiamento +select official or native language(s) (alphabet/script) where capital ( exonym ) = Canberra +select capital ( endonym ) where capital ( exonym ) = Canberra +select capital ( endonym ) where country ( endonym ) = Anguilla +select capital ( exonym ) where capital ( endonym ) = St. John's +select COUNT capital ( endonym ) where country ( endonym ) = Australia +select original air date where production code = 9ABX02 +select MIN no. in series where production code = 8ABX15 +select COUNT no. in series where title = " Trust No 1 " +select COUNT directed by where title = " This is Not Happening " +select MIN ties played where years played = 6 +select amount of trees, that require replacement where prevailing types, % = Pine — 29.37 Poplar — 26.12 Acer negundo — 13.2 +select amount of trees, that require replacement where district = Leninsky +select district where total amount of trees < 150817.6878461314 amount of old trees = 1,928 (1.89%) +select amount of trees, that require replacement where district = Motovilikhinsky +select MAX total amount of trees where district = Leninsky +select district where prevailing types, % = Acer negundo — 30.22 Tilia — 18.6 Poplar — 15.23 +select in ames where since beginning of big 12 = Since Beginning of Big 12 +select division where league = USL First Division +select u.s. open cup where regular season = 4th, Atlantic Division +select division where u.s. open cup = Did Not Qualify year = 2003 +select u.s. open cup where playoffs = Division Semifinals +select playoffs where regular season = 1st, Atlantic Division +select playoffs where u.s. open cup = 1st Round +select COUNT 2nd leg where aggregate = 7-2 +select aggregate where 1st leg = 3–2 +select competition where aggregate = 4–7 +select competition where 1st leg = 4-1 (h) +select COUNT round where opponents = Haugar +select 1st leg where opponents = Galatasaray +select MAX rd where pole position = Tom Sneva +select COUNT winning driver where fastest lap = 56.920 +select COUNT report where winning team = Forsythe Racing pole position = Teo Fabi +select rd where name = Indianapolis 500 +select winning team where winning driver = Bobby Rahal +select fastest lap where name = Escort Radar Warning 200 +select report where winning team = Porsche North America +select rnd where circuit = Phoenix International Raceway +select pole position where rnd = 12 +select COUNT report where circuit = Cleveland Burke Lakefront Airport +select COUNT winning driver where rnd = 5 +select MIN rd where name = Tony Bettenhausen 200 +select winning team where name = Los Angeles Times 500 +select COUNT winning driver where name = Kraco Twin 125 (R2) +select name where winning driver = Johnny Rutherford +select COUNT fastest lap where rd = 10 +select region where closure date = 27 August 2013 +select region where on air date = August 2001 +select licence award date where on air date = September 2001 +select licence award date where closure date = 24 September 2013 +select region where licence award date = 23 January 2001 +select licence award date where region = North East England +select % growth (2000–2008) where nation = Ethiopia +select COUNT % growth (2000–2008) where nation = Uganda +select MAX % growth (2000–2008) where nation = Burundi +select village (german) where percent of slovenes 1951 = 76.3% +select MIN number of people 1991 where percent of slovenes 1991 = 92.5% +select village (german) where village (slovenian) = Sele Srednji Kot +select village (german) where village (slovenian) = Sele Borovnica +select village (german) where percent of slovenes 1951 = 96.9% +select village (german) where village (slovenian) = Sele Srednji Kot +select score where date = November 12 +select high assists where team = San Antonio +select high points where game = 4 +select location attendance where date = November 20 +select COUNT no. in series where canadian airdate = 11 February 2008 +select MAX production code where us airdate = 4 April 2008 +select MAX no. in season where title = "Don't Stop Believin'" +select canadian airdate where us airdate = 8 August 2008 +select COUNT no. in season where canadian airdate = 17 March 2008 +select title where us airdate = 4 April 2008 +select director where title = "Great Sexpectations (2)" +select player where college = Wilfrid Laurier +select position where player = Christian Leibl-Cote +select MAX pick # where college = Northwestern +select COUNT foreign nationals in % where population = 4.911 +select COUNT city district (stadtteil) where foreign nationals = 5.162 +select city district (stadtteil) where no = 47 +select league where mascot = Raiders +select league where school = Galena +select location where mascot = Lancers +select location where mascot = Miners +select school where mascot = Raiders diff --git a/tests/data/tgt.txt b/tests/data/tgt.txt index a817d0d..e2d2ba3 100644 --- a/tests/data/tgt.txt +++ b/tests/data/tgt.txt @@ -1,100 +1,100 @@ -Je suis gras. -Je suis occupé. -Je suis calme. -J'ai froid. -Je suis bon. -Je suis ici. -Je suis paresseux. -Je suis fainéant. -Je suis paresseuse. -Je suis fainéante. -Je vais bien. -Je suis malade. -Je suis sûr. -Je suis certain. -Je suis faible. -Tu es fou. -Tu es bourré ! -Tu es saoul ! -Tu viens tôt. -Vous êtes matinal. -Vous êtes matinale. -Tu es matinal. -Tu es matinale. -Tu es en avance. -Vous êtes en avance. -Vous mentez. -Vous êtes en train de mentir. -Tu es en train de mentir. -Tu es malin. -Vous avez tort. -Tu as tort. -Elle est infirmière. -Elle est maladroite. -Elle est au régime. -Elle est en train de s'exprimer. -Elle n'est pas pauvre. -Nous sommes une famille. -Nous sommes frères. -Nous sommes des hommes occupés. -Nous sommes ses fils. -Nous sommes étudiants. -Nous sommes enseignants. -Nous sommes enseignantes. -Nous sommes les meilleurs. -Nous regardons. -C'est un gentil garçon. -Il est acrobate. -Il est ivre mort. -Il est dans la lune. -Il va bien. -Il est son ami. -Il est en pyjama. -Il a des soucis. -Il a des problèmes. -Il a des ennuis. -Ce n'est qu'un enfant. -C'est mon frère. -C'est mon professeur. -Il n'est jamais paresseux. -Il n'est pas idiot. -Il est photogénique. -Il est encore ici. -Il est très en colère. -Il est fort en colère. -Il est très courageux. -Il est fort courageux. -Il est très jeune. -Il est bien apprécié. -Elles sont russes. -Ils se disputent. -Ils sont en train de se disputer. -Ils sont artistes. -Elles sont artistes. -Ils sont médecins. -Elles sont médecins. -Ils sont chanteurs. -Va ! -Cours ! -Courez ! -Ça alors ! -Au feu ! -À l'aide ! -Saute. -Ça suffit ! -Stop ! -Arrête-toi ! -Attends ! -Attendez ! -Je comprends. -J'essaye. -J'ai gagné ! -Je l'ai emporté ! -Oh non ! -Attaque ! -Attaquez ! -Santé ! -À votre santé ! -Merci ! -Lève-toi. -J'ai pigé ! +What position does the player who played for butler cc (ks) play? +How many schools did player number 3 play at? +What school did player number 21 play for? +Who is the player that wears number 42? +What player played guard for toronto in 1996-97? +Who are all of the players on the Westchester High School club team? +What school/club team is Amir Johnson on? +What are the total amount of numbers on the Toronto team in 2005-06? +What are the total number of positions on the Toronto team in 2006-07? +What are the nationality of the players on the Fresno State school/club team? +What school/club team is Trey Johnson on? +Who took office on November 22, 2005? +When did Jacques Chirac stop being a G8 leader? +Who became a G8 leader on June 27, 1976? +When did the Prime Minister of Italy take office? +Which office was held by the person who became a G8 leader on January 20, 2009? +How many offices were held by the person who ceased to be a G8 leader on November 16, 2011? +What is the English name of the country whose official native language is Dutch Papiamento? +What official or native languages are spoken in the country whose capital city is Canberra? +What is the local name given to the city of Canberra? +What is the local name given to the capital of Anguilla? +What is the English name given to the city of St. John's? +How many capital cities does Australia have? +The episode with production code 9abx02 was originally aired on what date? +What is the episode number that has production code 8abx15? +How many episodes are titled, "Trust No 1"? +How many directors are credited on the episode "This is Not Happening"? +Name the minimum tiesplayed for 6 years +What is the amount of trees, that require replacement when prevailing types, % is pine — 29.37 poplar — 26.12 acer negundo — 13.2? +What is the amount of trees, that require replacement when district is leninsky? +What is the district when the total amount of trees is smaller than 150817.6878461314 and amount of old trees is 1,928 (1.89%)? +What is the amount of trees, that require replacement when the district is motovilikhinsky? +What is the total amount of trees when district is leninsky? +What is the district when prevailing types, % is acer negundo — 30.22 tilia — 18.6 poplar — 15.23? +When the value of "since beginning of big 12" is synonymous with its' category, what are the in Ames values? +what's the division with league usl first divofion +what's the u.s. open cup status for regular season of 4th, atlantic division +how many division did not qualify for u.s. open cup in 2003 +which round is u.s. open cup division semifinals +what are all the playoffs for regular season is 1st, atlantic division +what are all the playoffs for u.s. open cup in 1st round +what is the total number of 2nd leg where aggregate is 7-2 + what's the aggregate where 1st leg is 3–2 + what's the competition where aggregate is 4–7 + what's the competition where 1st leg is 4-1 (h) +what is the total number of round where opponents is haugar + what's the 1st leg where opponents is galatasaray +What is the highest Rd that Tom Sneva had the pole position in? +How many winning drivers were there in the race that had a fastest lap time of 56.920? +How many reports are there in the race that Forsythe Racing won and Teo Fabi had the pole position in? +Which Rd took place at the Indianapolis 500? +Which teams won when Bobby Rahal was their winning driver? +What was the fastest lap time in the Escort Radar Warning 200? +What report was there for the porsche north america? +What rnds were there for the phoenix international raceway? +Who was the pole position for the rnd equalling 12? +How many reports were the for the cleveland burke lakefront airport circut? +How many winning drivers were the for the rnd equalling 5? +The race tony bettenhausen 200 has what smallest rd? +The winning team of the race, los angeles times 500 is who? +How many winning drivers in the kraco twin 125 (r2) race were there? +What are the races that johnny rutherford has won? +How many fastest laps were there for a rd that equals 10? +What region had a closure date of August 27, 2013? +What region had an air date of August, 2001? +What was the license award date for the on air date of September, 2001 +What was the license award date for the closure date of September 24, 2013? +What regions had a license award date of January 23, 2001? +What is the license award date for North East England? +What is the percentage of growth in 2000-2008 in ethiopia? +Name the total number of percentage growth 2000-2008 of uganda? +What is the maximum percentage grown 2000-2008 in burundi +Provide me with the names of all the villages (German) that has 76.3% of Slovenes in 1951. +Give me the minimum number of people in 1991 with 92.5% of Slovenes in 1991. +Provide me with the name of all the village (German) that are part of the village (Slovenian) with sele srednji kot. +Provide me with the name of all the village (German) that are part of the village (Slovenian) with sele borovnica. +Provide me with the name of the village (German) where there is 96.9% Slovenes in 1951. +Provide with the names of the village (German) that is part of village (Slovenian) with sele srednji kot. +What was the score of the game on November 12? +Who had high assists when they played against San Antonio? +Who scored the most points in game 4? +Where was the game on November 20? +The canadian airdate of 11 february 2008 applied to what series number? +The U.S. airdate of 4 april 2008 had a production code of what? +The episode titled "don't stop believin'" was what highest number of the season? +The U.S. airdate of 8 august 2008 also had canadian airdates of what? +The canadian airdate of 17 march 2008 had how many numbers in the season? +For the episode(s) aired in the U.S. on 4 april 2008, what were the names? +Who directed the episode "Great Sexpectations (2)"? +Which player from the 2004 CFL draft attended Wilfrid Laurier? +What position does Christian Leibl-Cote play? +What is the pick number for Northwestern college? +How many foreigners in percentage terms had a population of 4.911? +What is the number of the city district of stadtteil where foreigners are 5.162? +What is the city where the number is 47? +Which leagues have Raiders as their mascot? +Which leagues is the Galena school in? +What city and state is the Lancers mascot located? +What city and state are the miners located in? +Which school has the Raiders as their mascot? diff --git a/tests/test_copy_decoder.py b/tests/test_copy_decoder.py index bf84daf..94b555d 100644 --- a/tests/test_copy_decoder.py +++ b/tests/test_copy_decoder.py @@ -1,22 +1,39 @@ +import os import unittest import torch from torch.autograd import Variable +import torchtext +from seq2seq.dataset import Seq2SeqDataset from seq2seq.models import CopyDecoder class TestCopyDecoder(unittest.TestCase): def test_forward(self): hidden_size = 16 - output_size = 200 + batch_size = 8 + + dataset = self._init_dataset() + batch_iterator = torchtext.data.BucketIterator( + dataset=dataset, batch_size=batch_size, + sort_key=lambda x: -len(x.src), + device=-1, repeat=False) + + output_size = len(dataset.fields['tgt'].vocab) decoder = CopyDecoder(hidden_size, output_size) + for batch in batch_iterator: + en_len, de_len = batch.src[0].size(1), batch.tgt.size(1) + src_lengths = batch.src[1] + hidden = Variable(torch.randn(batch_size, de_len, hidden_size)) + attn = Variable(torch.randn(batch_size, de_len, en_len)) + output, symbols = decoder(hidden, attn, batch, dataset) + self.assertEquals(output.size(), torch.Size((batch_size * de_len, output_size + en_len))) - batch_size = 8 - en_len = 5 - de_len = 6 - batch = None - hidden = Variable(torch.randn(batch_size, de_len, hidden_size)) - attn = Variable(torch.randn(batch_size, de_len, en_len)) - output, symbols = decoder(batch, hidden, attn) - self.assertEquals(output.size(), torch.Size((batch_size * de_len, output_size + en_len))) + def _init_dataset(self): + test_path = os.path.dirname(os.path.realpath(__file__)) + src_path = os.path.join(test_path, 'data/src.txt') + tgt_path = os.path.join(test_path, 'data/tgt.txt') + dataset = Seq2SeqDataset.from_file(src_path, tgt_path, dynamic=True) + dataset.build_vocab(100, 100) + return dataset diff --git a/tests/test_topkdecoder.py b/tests/test_topkdecoder.py index 920101f..59869a0 100644 --- a/tests/test_topkdecoder.py +++ b/tests/test_topkdecoder.py @@ -49,6 +49,7 @@ def test_k_1(self): if not finished[b]: symbol_topk = other_topk['topk_sequence'][t_step][b].data[0][0] self.assertEqual(symbol, symbol_topk) + print(t_step, output[t_step].data, output_topk[t_step].data) self.assertTrue(torch.equal(output[t_step].data, output_topk[t_step].data)) if sum(finished) == batch_size: break @@ -90,7 +91,9 @@ def test_k_greater_then_1(self): batch_finished_seqs[b].append(time_batch_queue[t][b][k]) continue inputs = torch.autograd.Variable(torch.LongTensor([[inputs]])) - decoder_outputs, hidden, symbols, _ = decoder.forward_step(None, inputs, hidden, None) + context, hidden, attn = decoder.forward_step(inputs, hidden, None) + decoder_outputs, symbols = decoder.decoder(context, attn, None, None) + decoder_outputs = decoder_outputs.log() topk_score, topk = decoder_outputs[0].data.topk(beam_size) for score, sym in zip(topk_score.tolist()[0], topk.tolist()[0]): new_queue.append((t, sym, hidden, score + seq_score, k)) @@ -127,6 +130,7 @@ def test_k_greater_then_1(self): topk_scores = other_topk['score'] topk_lengths = other_topk['topk_length'] topk_pred_symbols = other_topk['topk_sequence'] + print(topk_lengths) for b in range(batch_size): precision_error = False for k in range(beam_size - 1): From 9bbface77d59c979073c7855d4c9c957051ee361 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 7 Nov 2017 14:51:22 -0500 Subject: [PATCH 17/65] Use new dataset class in sample. --- examples/sample.py | 51 +++++++++++++++------------------------------- 1 file changed, 16 insertions(+), 35 deletions(-) diff --git a/examples/sample.py b/examples/sample.py index 889bfcb..42e2de2 100644 --- a/examples/sample.py +++ b/examples/sample.py @@ -11,7 +11,7 @@ from seq2seq.models import EncoderRNN, DecoderRNN, Seq2seq from seq2seq.loss import Perplexity from seq2seq.optim import Optimizer -from seq2seq.dataset import SourceField, TargetField +from seq2seq.dataset import Seq2SeqDataset from seq2seq.evaluator import Predictor from seq2seq.util.checkpoint import Checkpoint @@ -29,10 +29,10 @@ # python examples/sample.py --train_path $TRAIN_PATH --dev_path $DEV_PATH --expt_dir $EXPT_PATH --load_checkpoint $CHECKPOINT_DIR parser = argparse.ArgumentParser() -parser.add_argument('--train_path', action='store', dest='train_path', - help='Path to train data') -parser.add_argument('--dev_path', action='store', dest='dev_path', - help='Path to dev data') +parser.add_argument('--train_src', action='store', help='Path to source train data') +parser.add_argument('--train_tgt', action='store', help='Path to target train data') +parser.add_argument('--dev_src', action='store', help='Path to source develop data') +parser.add_argument('--dev_tgt', action='store', help='Path to source develop data') parser.add_argument('--expt_dir', action='store', dest='expt_dir', default='./experiment', help='Path to experiment directory. If load_checkpoint is True, then path to checkpoint directory has to be provided') parser.add_argument('--load_checkpoint', action='store', dest='load_checkpoint', @@ -59,35 +59,15 @@ output_vocab = checkpoint.output_vocab else: # Prepare dataset - src = SourceField() - tgt = TargetField() - max_len = 50 - def len_filter(example): - return len(example.src) <= max_len and len(example.tgt) <= max_len - train = torchtext.data.TabularDataset( - path=opt.train_path, format='tsv', - fields=[('src', src), ('tgt', tgt)], - filter_pred=len_filter - ) - dev = torchtext.data.TabularDataset( - path=opt.dev_path, format='tsv', - fields=[('src', src), ('tgt', tgt)], - filter_pred=len_filter - ) - src.build_vocab(train, max_size=50000) - tgt.build_vocab(train, max_size=50000) - input_vocab = src.vocab - output_vocab = tgt.vocab - - # NOTE: If the source field name and the target field name - # are different from 'src' and 'tgt' respectively, they have - # to be set explicitly before any training or inference - # seq2seq.src_field_name = 'src' - # seq2seq.tgt_field_name = 'tgt' + train = Seq2SeqDataset.from_file(opt.train_src, opt.train_tgt, ) + train.build_vocab(50000, 50000) + dev = Seq2SeqDataset.from_file(opt.dev_src, opt.dev_tgt, share_fields_from=train) + input_vocab = train.src_field.vocab + output_vocab = train.tgt_field.vocab # Prepare loss - weight = torch.ones(len(tgt.vocab)) - pad = tgt.vocab.stoi[tgt.pad_token] + weight = torch.ones(len(output_vocab)) + pad = output_vocab.stoi[train.tgt_field.pad_token] loss = Perplexity(weight, pad) if torch.cuda.is_available(): loss.cuda() @@ -98,11 +78,12 @@ def len_filter(example): # Initialize model hidden_size=128 bidirectional = True - encoder = EncoderRNN(len(src.vocab), max_len, hidden_size, + max_len = 50 + encoder = EncoderRNN(len(input_vocab), max_len, hidden_size, bidirectional=bidirectional, variable_lengths=True) - decoder = DecoderRNN(len(tgt.vocab), max_len, hidden_size * 2 if bidirectional else 1, + decoder = DecoderRNN(len(output_vocab), max_len, hidden_size * 2 if bidirectional else 1, dropout_p=0.2, use_attention=True, bidirectional=bidirectional, - eos_id=tgt.eos_id, sos_id=tgt.sos_id) + eos_id=train.tgt_field.eos_id, sos_id=train.tgt_field.sos_id) seq2seq = Seq2seq(encoder, decoder) if torch.cuda.is_available(): seq2seq.cuda() From d8fcaefa15e41fcdfa3482266cb5f4aa6ac10fe6 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 7 Nov 2017 14:51:32 -0500 Subject: [PATCH 18/65] Fixed argument order. --- seq2seq/evaluator/evaluator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/seq2seq/evaluator/evaluator.py b/seq2seq/evaluator/evaluator.py index cc4562d..7c045c1 100644 --- a/seq2seq/evaluator/evaluator.py +++ b/seq2seq/evaluator/evaluator.py @@ -47,7 +47,7 @@ def evaluate(self, model, data): decoder_outputs, decoder_hidden, other = model(batch) # Evaluation - loss.eval_batch(batch, decoder_outputs) + loss.eval_batch(decoder_outputs, batch) seqlist = other['sequence'] target_variables = getattr(batch, seq2seq.tgt_field_name) From 6469d9b26d5f655253f60f7ddee6bd9944685274 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 7 Nov 2017 14:51:47 -0500 Subject: [PATCH 19/65] Fixed noncontinuous tensor view. --- seq2seq/loss/loss.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/seq2seq/loss/loss.py b/seq2seq/loss/loss.py index ff2e8d6..500a038 100644 --- a/seq2seq/loss/loss.py +++ b/seq2seq/loss/loss.py @@ -77,7 +77,7 @@ def eval_batch(self, outputs, batch): for step, step_output in enumerate(outputs): batch_size = target_variable.size(0) target = target_variable[:, step + 1] - self._eval_batch(step_output.view(batch_size, -1), target) + self._eval_batch(step_output.contiguous().view(batch_size, -1), target) def _eval_batch(self, output, target): raise NotImplementedError From 325b62d1847361aced4776098b39d3ca06b28cf0 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 7 Nov 2017 14:52:08 -0500 Subject: [PATCH 20/65] Fixed wrong variable. --- seq2seq/models/DecoderRNN.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/seq2seq/models/DecoderRNN.py b/seq2seq/models/DecoderRNN.py index b6cee1b..b1b5f9c 100644 --- a/seq2seq/models/DecoderRNN.py +++ b/seq2seq/models/DecoderRNN.py @@ -124,7 +124,7 @@ def post_decode(step_output, step_symbols, step_attn): sequence_symbols.append(step_symbols) - eos_batches = symbols.data.eq(self.eos_id) + eos_batches = step_symbols.data.eq(self.eos_id) if eos_batches.dim() > 0: eos_batches = eos_batches.cpu().view(-1).numpy() update_idx = ((lengths > di) & eos_batches) != 0 From fd274c2fcdabc790fcf26d00b7a5b61f88144fa5 Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Tue, 7 Nov 2017 15:06:31 -0500 Subject: [PATCH 21/65] Updated integration test script with new dataset class. --- scripts/integration_test.py | 37 +++++++++++++------------------------ 1 file changed, 13 insertions(+), 24 deletions(-) diff --git a/scripts/integration_test.py b/scripts/integration_test.py index 1161af4..e3f1fec 100644 --- a/scripts/integration_test.py +++ b/scripts/integration_test.py @@ -14,14 +14,10 @@ from seq2seq.util.checkpoint import Checkpoint parser = argparse.ArgumentParser() -parser.add_argument('--train_src', action='store', dest='train_src_path', - help='Path to train source data') -parser.add_argument('--train_tgt', action='store', dest='train_tgt_path', - help='Path to train target data') -parser.add_argument('--dev_src', action='store', dest='dev_src_path', - help='Path to dev source data') -parser.add_argument('--dev_tgt', action='store', dest='dev_tgt_path', - help='Path to dev target data') +parser.add_argument('--train_src', action='store', help='Path to train source data') +parser.add_argument('--train_tgt', action='store', help='Path to train target data') +parser.add_argument('--dev_src', action='store', help='Path to dev source data') +parser.add_argument('--dev_tgt', action='store', help='Path to dev target data') parser.add_argument('--expt_dir', action='store', dest='expt_dir', default='./experiment', help='Path to experiment directory. If load_checkpoint is True, then path to checkpoint directory has to be provided') parser.add_argument('--load_checkpoint', action='store', dest='load_checkpoint', @@ -40,23 +36,15 @@ logging.info(opt) # Prepare dataset -max_len = 50 -def len_filter(example): - return len(example.src) <= max_len and len(example.tgt) <= max_len - -train = Seq2SeqDataset(opt.train_src_path, opt.train_tgt_path, - filter_pred=len_filter) -src, tgt = train.src_field, train.tgt_field -dev = Seq2SeqDataset(opt.dev_src_path, opt.dev_tgt_path, - src_field=src, tgt_field=tgt, - filter_pred=len_filter) +train = Seq2SeqDataset.from_file(opt.train_src, opt.train_tgt) train.build_vocab(50000, 50000) +dev = Seq2SeqDataset.from_file(opt.dev_src, opt.dev_tgt, share_fields_from=train) input_vocab = train.src_field.vocab output_vocab = train.tgt_field.vocab # Prepare loss -weight = torch.ones(len(tgt.vocab)) -pad = tgt.vocab.stoi[tgt.pad_token] +weight = torch.ones(len(output_vocab)) +pad = output_vocab.stoi[train.tgt_field.pad_token] loss = Perplexity(weight, pad) if torch.cuda.is_available(): loss.cuda() @@ -73,17 +61,18 @@ def len_filter(example): optimizer = None if not opt.resume: # Initialize model - hidden_size=128 + hidden_size = 128 bidirectional = True - encoder = EncoderRNN(len(src.vocab), max_len, hidden_size, + max_len = 50 + encoder = EncoderRNN(len(input_vocab), max_len, hidden_size, bidirectional=bidirectional, rnn_cell='lstm', variable_lengths=True) - decoder = DecoderRNN(len(tgt.vocab), max_len, hidden_size * 2, + decoder = DecoderRNN(len(output_vocab), max_len, hidden_size * 2, dropout_p=0.2, use_attention=True, bidirectional=bidirectional, rnn_cell='lstm', - eos_id=tgt.eos_id, sos_id=tgt.sos_id) + eos_id=train.tgt_field.eos_id, sos_id=train.tgt_field.sos_id) seq2seq = Seq2seq(encoder, decoder) if torch.cuda.is_available(): seq2seq.cuda() From 17fe23546abbdb59336e68e054be01cedb42644b Mon Sep 17 00:00:00 2001 From: kylegao91 Date: Fri, 4 May 2018 11:41:18 -0400 Subject: [PATCH 22/65] updated README --- README.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 553234a..d0ce9fa 100644 --- a/README.md +++ b/README.md @@ -7,11 +7,10 @@ This is a framework for sequence-to-sequence (seq2seq) models implemented in [PyTorch](http://pytorch.org). The framework has modularized and extensible components for seq2seq models, training and inference, checkpoints, etc. This is an alpha release. We appreciate any kind of feedback or contribution. -# What's New in 0.1.4 +# What's New in 0.1.6 -* Improved running speed significantly -* Bidirectional encoder -* Show token-wise accuracy in evaluation +* Compatible with PyTorch 0.4 +* Added support for pre-trained word embedding # Roadmap Seq2seq is a fast evolving field with new techniques and architectures being published frequently. The goal of this library is facilitating the development of such techniques and applications. While constantly improving the quality of code and documentation, we will focus on the following items: From 447f00a5236b6c2bed1367003679aa3e850980d8 Mon Sep 17 00:00:00 2001 From: Prabhsimran Singh Date: Sat, 1 Sep 2018 08:11:16 +0530 Subject: [PATCH 23/65] updates README --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index d0ce9fa..30fa7ef 100644 --- a/README.md +++ b/README.md @@ -34,7 +34,7 @@ Currently we only support installation from source code using setuptools. Check pip install -r requirements.txt python setup.py install -If you already had a version of PyTorch installed on your system, please verify that the active torch package is at least version 0.1.11. +If you already had a version of PyTorch installed on your system, please verify that it is at least v0.4.0 for compatibility with our latest release. # Get Started ### Prepare toy dataset @@ -81,11 +81,11 @@ We appreciate any kind of feedback or contribution. Feel free to proceed with s We are using 4-week release cycles, where during each cycle changes will be pushed to the `develop` branch and finally merge to the `master` branch at the end of each cycle. ### Development Environment -We setup the development environment using [Vagrant](https://www.vagrantup.com/). Run `vagrant up` with our 'Vagrantfile' to get started. +We setup the development environment using [Vagrant](https://www.vagrantup.com/). To get started, make sure that you have [VirtualBox](https://www.virtualbox.org/) installed on your system, then run `vagrant up` with our 'Vagrantfile' and once the VM has been provisioned you can `vagrant ssh` into it. The following tools are needed and installed in the development environment by default: * Git -* Python +* Python 2.7 * Python packages: nose, mock, coverage, flake8 ### Test From 554a3b5f5747f8a0033771ea541f78ff9943b223 Mon Sep 17 00:00:00 2001 From: Prabhsimran Singh Date: Sat, 1 Sep 2018 16:50:34 +0530 Subject: [PATCH 24/65] removed deprecated warnings and added dropout with 1 layer warning --- README.md | 6 +++--- scripts/integration_test.py | 2 +- seq2seq/loss/loss.py | 12 ++++++------ seq2seq/models/attention.py | 2 +- seq2seq/models/baseRNN.py | 4 +++- seq2seq/trainer/supervised_trainer.py | 3 +-- tests/test_loss_loss.py | 4 ++-- 7 files changed, 17 insertions(+), 16 deletions(-) diff --git a/README.md b/README.md index 30fa7ef..65f07c5 100644 --- a/README.md +++ b/README.md @@ -5,11 +5,11 @@ **[Documentation](https://ibm.github.io/pytorch-seq2seq/public/index.html)** -This is a framework for sequence-to-sequence (seq2seq) models implemented in [PyTorch](http://pytorch.org). The framework has modularized and extensible components for seq2seq models, training and inference, checkpoints, etc. This is an alpha release. We appreciate any kind of feedback or contribution. +pytorch-seq2seq is a simple, efficient and scalable framework implemented in [PyTorch](http://pytorch.org), to get you up and running in no time on sequence-to-sequence (seq2seq) tasks. The framework has modularized and extensible components for seq2seq models, training and inference, checkpoints, etc. This is an alpha release. We appreciate any kind of feedback or contribution. # What's New in 0.1.6 -* Compatible with PyTorch 0.4 +* Compatible with PyTorch 0.4.1 * Added support for pre-trained word embedding # Roadmap @@ -34,7 +34,7 @@ Currently we only support installation from source code using setuptools. Check pip install -r requirements.txt python setup.py install -If you already had a version of PyTorch installed on your system, please verify that it is at least v0.4.0 for compatibility with our latest release. +If you already had a version of PyTorch installed on your system, please verify that it is at least v0.4.1 for compatibility with our latest release. # Get Started ### Prepare toy dataset diff --git a/scripts/integration_test.py b/scripts/integration_test.py index 1d14df0..afbc2f4 100644 --- a/scripts/integration_test.py +++ b/scripts/integration_test.py @@ -82,7 +82,7 @@ def len_filter(example): rnn_cell='lstm', variable_lengths=True) decoder = DecoderRNN(len(tgt.vocab), max_len, hidden_size * 2, - dropout_p=0.2, use_attention=True, + dropout_p=0, use_attention=True, bidirectional=bidirectional, rnn_cell='lstm', eos_id=tgt.eos_id, sos_id=tgt.sos_id) diff --git a/seq2seq/loss/loss.py b/seq2seq/loss/loss.py index 431b4d8..37de0d3 100644 --- a/seq2seq/loss/loss.py +++ b/seq2seq/loss/loss.py @@ -86,14 +86,14 @@ class NLLLoss(Loss): Args: weight (torch.Tensor, optional): refer to http://pytorch.org/docs/master/nn.html#nllloss mask (int, optional): index of masked token, i.e. weight[mask] = 0. - size_average (bool, optional): refer to http://pytorch.org/docs/master/nn.html#nllloss + reduce (str, optional): refer to http://pytorch.org/docs/master/nn.html#nllloss """ _NAME = "Avg NLLLoss" - def __init__(self, weight=None, mask=None, size_average=True): + def __init__(self, weight=None, mask=None, reduction='elementwise_mean'): self.mask = mask - self.size_average = size_average + self.reduction = reduction if mask is not None: if weight is None: raise ValueError("Must provide weight with a mask.") @@ -101,14 +101,14 @@ def __init__(self, weight=None, mask=None, size_average=True): super(NLLLoss, self).__init__( self._NAME, - nn.NLLLoss(weight=weight, size_average=size_average)) + nn.NLLLoss(weight=weight, reduction=reduction)) def get_loss(self): if isinstance(self.acc_loss, int): return 0 # total loss for all batches loss = self.acc_loss.data.item() - if self.size_average: + if self.reduction == 'elementwise_mean': # average loss per batch loss /= self.norm_term return loss @@ -132,7 +132,7 @@ class Perplexity(NLLLoss): _MAX_EXP = 100 def __init__(self, weight=None, mask=None): - super(Perplexity, self).__init__(weight=weight, mask=mask, size_average=False) + super(Perplexity, self).__init__(weight=weight, mask=mask, reduction='sum') def eval_batch(self, outputs, target): self.acc_loss += self.criterion(outputs, target) diff --git a/seq2seq/models/attention.py b/seq2seq/models/attention.py index f6898a8..53d08cd 100644 --- a/seq2seq/models/attention.py +++ b/seq2seq/models/attention.py @@ -67,6 +67,6 @@ def forward(self, output, context): # concat -> (batch, out_len, 2*dim) combined = torch.cat((mix, output), dim=2) # output -> (batch, out_len, dim) - output = F.tanh(self.linear_out(combined.view(-1, 2 * hidden_size))).view(batch_size, -1, hidden_size) + output = torch.tanh(self.linear_out(combined.view(-1, 2 * hidden_size))).view(batch_size, -1, hidden_size) return output, attn diff --git a/seq2seq/models/baseRNN.py b/seq2seq/models/baseRNN.py index 185a252..8a63f78 100644 --- a/seq2seq/models/baseRNN.py +++ b/seq2seq/models/baseRNN.py @@ -1,6 +1,7 @@ """ A base class for RNN. """ import torch.nn as nn +import logging class BaseRNN(nn.Module): r""" @@ -41,7 +42,8 @@ def __init__(self, vocab_size, max_len, hidden_size, input_dropout_p, dropout_p, self.rnn_cell = nn.GRU else: raise ValueError("Unsupported RNN Cell: {0}".format(rnn_cell)) - + if n_layers == 1 and dropout_p > 0: + logging.warning("Using dropout with 1 layer") self.dropout_p = dropout_p def forward(self, *args, **kwargs): diff --git a/seq2seq/trainer/supervised_trainer.py b/seq2seq/trainer/supervised_trainer.py index 6745ce0..4f6c1b9 100644 --- a/seq2seq/trainer/supervised_trainer.py +++ b/seq2seq/trainer/supervised_trainer.py @@ -26,8 +26,7 @@ class SupervisedTrainer(object): checkpoint_every (int, optional): number of batches to checkpoint after, (default: 100) """ def __init__(self, expt_dir='experiment', loss=NLLLoss(), batch_size=64, - random_seed=None, - checkpoint_every=100, print_every=100): + random_seed=None, checkpoint_every=100, print_every=100): self._trainer = "Simple Trainer" self.random_seed = random_seed if random_seed is not None: diff --git a/tests/test_loss_loss.py b/tests/test_loss_loss.py index e8c0499..116dea7 100644 --- a/tests/test_loss_loss.py +++ b/tests/test_loss_loss.py @@ -57,9 +57,9 @@ def test_nllloss(self): self.assertAlmostEqual(loss_val, pytorch_loss.item()) def test_nllloss_WITH_OUT_SIZE_AVERAGE(self): - loss = NLLLoss(size_average=False) + loss = NLLLoss(reduction='sum') pytorch_loss = 0 - pytorch_criterion = torch.nn.NLLLoss(size_average=False) + pytorch_criterion = torch.nn.NLLLoss(reduction='sum') for output, target in zip(self.outputs, self.targets): loss.eval_batch(output, target) pytorch_loss += pytorch_criterion(output, target) From 4acfa8be493a7769c6eaf860adde5ffef3356808 Mon Sep 17 00:00:00 2001 From: Prabhsimran Singh Date: Sat, 1 Sep 2018 18:50:07 +0530 Subject: [PATCH 25/65] update README --- README.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 65f07c5..cb632ad 100644 --- a/README.md +++ b/README.md @@ -13,11 +13,11 @@ pytorch-seq2seq is a simple, efficient and scalable framework implemented in [Py * Added support for pre-trained word embedding # Roadmap -Seq2seq is a fast evolving field with new techniques and architectures being published frequently. The goal of this library is facilitating the development of such techniques and applications. While constantly improving the quality of code and documentation, we will focus on the following items: +Sequence to sequence learning is a fast evolving space with new techniques and architectures being published frequently. The goal of this library is facilitating the development of such techniques and applications. While constantly improving the quality of code and documentation, we will focus on the following items: * Evaluation with benchmarks such as WMT machine translation, COCO image captioning, conversational models, etc; -* Provide more flexible model options, improving the usability of the library; -* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122) and the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762); +* Provide more flexible model options and improve the usability of the library; +* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122), the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762), the deep reinforced model proposed by [A Deep Reinforced Model for Abstractive Summarization](https://arxiv.org/abs/1705.04304). * Support features in the new versions of PyTorch. # Installation @@ -73,25 +73,25 @@ The sample script by default saves checkpoints in the `experiment` folder of the * WMT Machine Translation (Coming soon) # Troubleshoots and Contributing -If you have any questions, bug reports, and feature requests, please [open an issue](https://github.com/IBM/pytorch-seq2seq/issues/new) on Github. For live discussions, please go to our [Gitter lobby](https://gitter.im/pytorch-seq2seq/Lobby). +If you have any questions, bug reports, and feature requests, please [open an issue](https://github.com/IBM/pytorch-seq2seq/issues/new) and make sure to use labels, to make everyone's life easier. For live discussions, please go to our [Gitter lobby](https://gitter.im/pytorch-seq2seq/Lobby). -We appreciate any kind of feedback or contribution. Feel free to proceed with small issues like bug fixes, documentation improvement. For major contributions and new features, please discuss with the collaborators in corresponding issues. +We appreciate any kind of feedback or contribution. Feel free to proceed with small issues like questions, bug fixes and documentation improvement. For major contributions and new features, please discuss with the collaborators in corresponding issues. ### Development Cycle We are using 4-week release cycles, where during each cycle changes will be pushed to the `develop` branch and finally merge to the `master` branch at the end of each cycle. ### Development Environment -We setup the development environment using [Vagrant](https://www.vagrantup.com/). To get started, make sure that you have [VirtualBox](https://www.virtualbox.org/) installed on your system, then run `vagrant up` with our 'Vagrantfile' and once the VM has been provisioned you can `vagrant ssh` into it. +We setup the development environment using [Vagrant](https://www.vagrantup.com/). To get started, make sure that you have [VirtualBox](https://www.virtualbox.org/) installed on your system, then run `vagrant up` with our 'Vagrantfile', once the VM has been provisioned you can `vagrant ssh` into it and start moving things around, albeit in moderation. The following tools are needed and installed in the development environment by default: * Git -* Python 2.7 +* Python 2.7 (upgrading to Python 3.6 in the upcoming release) * Python packages: nose, mock, coverage, flake8 ### Test The quality and the maintainability of the project is ensured by comprehensive tests. We encourage writing unit tests and integration tests when contributing new codes. -Locally please run `nosetests` in the package root directory to run unit tests. We use TravisCI to require that a pull request has to pass all unit tests to be eligible to merge. See [travis configuration](https://github.com/IBM/pytorch-seq2seq/blob/master/.travis.yml) for more information. +Locally please run `nose` tests in the package root directory to run unit tests. We use TravisCI to require that a pull request has to pass all unit tests to be eligible to merge. See [travis configuration](https://github.com/IBM/pytorch-seq2seq/blob/master/.travis.yml) for more information. ### Code Style We follow [PEP8](https://www.python.org/dev/peps/pep-0008/) for code style. Especially the style of docstrings is important to generate documentation. From 3ac68aebe41cbb73eb4e27832e406ae87e4b1745 Mon Sep 17 00:00:00 2001 From: Prabhsimran Singh Date: Sat, 1 Sep 2018 18:53:31 +0530 Subject: [PATCH 26/65] update README --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index cb632ad..48f5ee3 100644 --- a/README.md +++ b/README.md @@ -5,9 +5,9 @@ **[Documentation](https://ibm.github.io/pytorch-seq2seq/public/index.html)** -pytorch-seq2seq is a simple, efficient and scalable framework implemented in [PyTorch](http://pytorch.org), to get you up and running in no time on sequence-to-sequence (seq2seq) tasks. The framework has modularized and extensible components for seq2seq models, training and inference, checkpoints, etc. This is an alpha release. We appreciate any kind of feedback or contribution. +**pytorch-seq2seq** is a simple, efficient and scalable framework implemented in [PyTorch](http://pytorch.org), to get you up and running in no time on sequence-to-sequence learning tasks. The framework has modularized and extensible components for seq2seq models, training and inference, checkpoints, etc. This is an alpha release. We appreciate any kind of feedback or contribution. -# What's New in 0.1.6 +# What's New in 0.1.7 * Compatible with PyTorch 0.4.1 * Added support for pre-trained word embedding @@ -17,7 +17,7 @@ Sequence to sequence learning is a fast evolving space with new techniques and a * Evaluation with benchmarks such as WMT machine translation, COCO image captioning, conversational models, etc; * Provide more flexible model options and improve the usability of the library; -* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122), the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762), the deep reinforced model proposed by [A Deep Reinforced Model for Abstractive Summarization](https://arxiv.org/abs/1705.04304). +* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122), the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762) and the deep reinforced model proposed by [A Deep Reinforced Model for Abstractive Summarization](https://arxiv.org/abs/1705.04304). * Support features in the new versions of PyTorch. # Installation @@ -34,7 +34,7 @@ Currently we only support installation from source code using setuptools. Check pip install -r requirements.txt python setup.py install -If you already had a version of PyTorch installed on your system, please verify that it is at least v0.4.1 for compatibility with our latest release. +If you already had a version of PyTorch installed on your system, please verify that it is at least `v0.4.1` for compatibility with our latest release `v0.1.7`. # Get Started ### Prepare toy dataset From 15a9f304c4eaab87d9f61f07f6a735ba33111ad2 Mon Sep 17 00:00:00 2001 From: Prabhsimran Singh Date: Sat, 1 Sep 2018 20:27:00 +0530 Subject: [PATCH 27/65] changes vagrant file to support pytorch-0.2-linux-python2.7-cpu and updates README --- README.md | 9 ++++++--- Vagrantfile | 6 +++--- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 48f5ee3..179990b 100644 --- a/README.md +++ b/README.md @@ -15,9 +15,10 @@ # Roadmap Sequence to sequence learning is a fast evolving space with new techniques and architectures being published frequently. The goal of this library is facilitating the development of such techniques and applications. While constantly improving the quality of code and documentation, we will focus on the following items: +* Tutorials with examples on how to quickly get started with the library; * Evaluation with benchmarks such as WMT machine translation, COCO image captioning, conversational models, etc; * Provide more flexible model options and improve the usability of the library; -* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122), the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762) and the deep reinforced model proposed by [A Deep Reinforced Model for Abstractive Summarization](https://arxiv.org/abs/1705.04304). +* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122), the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762) and the deep reinforced model proposed by [A Deep Reinforced Model for Abstractive Summarization](https://arxiv.org/abs/1705.04304); * Support features in the new versions of PyTorch. # Installation @@ -85,13 +86,15 @@ We setup the development environment using [Vagrant](https://www.vagrantup.com/) The following tools are needed and installed in the development environment by default: * Git -* Python 2.7 (upgrading to Python 3.6 in the upcoming release) +* Python 2.7 * Python packages: nose, mock, coverage, flake8 +[Docker](https://www.docker.com/) support for development coming soon. + ### Test The quality and the maintainability of the project is ensured by comprehensive tests. We encourage writing unit tests and integration tests when contributing new codes. -Locally please run `nose` tests in the package root directory to run unit tests. We use TravisCI to require that a pull request has to pass all unit tests to be eligible to merge. See [travis configuration](https://github.com/IBM/pytorch-seq2seq/blob/master/.travis.yml) for more information. +Locally please run `nosetests` in the package root directory to run unit tests. We use TravisCI to require that a pull request has to pass all unit tests to be eligible to merge. See [travis configuration](https://github.com/IBM/pytorch-seq2seq/blob/master/.travis.yml) for more information. ### Code Style We follow [PEP8](https://www.python.org/dev/peps/pep-0008/) for code style. Especially the style of docstrings is important to generate documentation. diff --git a/Vagrantfile b/Vagrantfile index c283708..cb623d1 100644 --- a/Vagrantfile +++ b/Vagrantfile @@ -66,9 +66,9 @@ Vagrant.configure("2") do |config| # documentation for more information about their specific syntax and use. config.vm.provision "shell", inline: <<-SHELL apt-get update - apt-get -y install git-all python-dev python-pip + apt-get -y install git-all python python-dev python-pip pip install --upgrade pip - pip install nose mock coverage numpy flake8 - pip -q install http://download.pytorch.org/whl/cu75/torch-0.2.0.post1-cp27-cp27mu-manylinux1_x86_64.whl + pip install nose mock coverage numpy flake8 + pip -q install pip install http://download.pytorch.org/whl/cpu/torch-0.4.1-cp27-cp27m-linux_x86_64.whl SHELL end From e3836f8cb6027ce25c33f7c5214a9a02588993f0 Mon Sep 17 00:00:00 2001 From: Prabhsimran Singh Date: Sat, 1 Sep 2018 20:40:38 +0530 Subject: [PATCH 28/65] fixed vagrant file --- README.md | 2 +- Vagrantfile | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 179990b..4269bc4 100644 --- a/README.md +++ b/README.md @@ -87,7 +87,7 @@ We setup the development environment using [Vagrant](https://www.vagrantup.com/) The following tools are needed and installed in the development environment by default: * Git * Python 2.7 -* Python packages: nose, mock, coverage, flake8 +* Python packages: pytorch, torchtext, nose, mock, coverage, flake8 [Docker](https://www.docker.com/) support for development coming soon. diff --git a/Vagrantfile b/Vagrantfile index cb623d1..2283877 100644 --- a/Vagrantfile +++ b/Vagrantfile @@ -69,6 +69,7 @@ Vagrant.configure("2") do |config| apt-get -y install git-all python python-dev python-pip pip install --upgrade pip pip install nose mock coverage numpy flake8 - pip -q install pip install http://download.pytorch.org/whl/cpu/torch-0.4.1-cp27-cp27m-linux_x86_64.whl + pip install http://download.pytorch.org/whl/cpu/torch-0.4.1-cp27-cp27mu-linux_x86_64.whl + pip install torchtext SHELL end From f472ca2ee398374a3cfb49d1cec0e1f03ed30614 Mon Sep 17 00:00:00 2001 From: Prabhsimran Singh Date: Sat, 1 Sep 2018 22:45:00 +0530 Subject: [PATCH 29/65] updates docs --- docs/.buildinfo | 4 + docs/.doctrees/dataset.doctree | Bin 0 -> 13938 bytes docs/.doctrees/environment.pickle | Bin 0 -> 2773336 bytes docs/.doctrees/evaluator.doctree | Bin 0 -> 23633 bytes docs/.doctrees/index.doctree | Bin 0 -> 3638 bytes docs/.doctrees/loss.doctree | Bin 0 -> 42765 bytes docs/.doctrees/models.doctree | Bin 0 -> 130331 bytes docs/.doctrees/notes/intro.doctree | Bin 0 -> 20524 bytes docs/.doctrees/optim.doctree | Bin 0 -> 14471 bytes docs/.doctrees/trainer.doctree | Bin 0 -> 22022 bytes docs/.doctrees/util.doctree | Bin 0 -> 29274 bytes docs/Makefile | 20 - docs/{public => }/_modules/index.html | 57 +- docs/{public => }/_sources/dataset.rst.txt | 0 docs/{public => 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diff --git a/docs/public/_modules/index.html b/docs/_modules/index.html similarity index 77% rename from docs/public/_modules/index.html rename to docs/_modules/index.html index 34c956b..beb6a98 100644 --- a/docs/public/_modules/index.html +++ b/docs/_modules/index.html @@ -8,7 +8,7 @@ - Overview: module code — pytorch-seq2seq 0.1.6 documentation + Overview: module code — pytorch-seq2seq 0.1.7 documentation @@ -24,25 +24,17 @@ - - - - - - - - - - - + + + + - +

@@ -64,7 +56,7 @@
- 0.1.6 + 0.1.7
@@ -91,6 +83,11 @@

Notes

Package Reference

    @@ -112,7 +109,7 @@
    -
@@ -179,9 +175,7 @@

All modules for which code is available

-
- -
+
@@ -190,11 +184,11 @@

All modules for which code is available

- © Copyright 2017, pytorch-seq2seq Contritors. + © Copyright 2017, pytorch-seq2seq Contributors.

- Built with Sphinx using a theme provided by Read the Docs. + Built with Sphinx using a theme provided by Read the Docs.
@@ -212,7 +206,8 @@

All modules for which code is available

- + - - - + \ No newline at end of file diff --git a/docs/public/_sources/dataset.rst.txt b/docs/_sources/dataset.rst.txt similarity index 100% rename from docs/public/_sources/dataset.rst.txt rename to docs/_sources/dataset.rst.txt diff --git a/docs/public/_sources/evaluator.rst.txt b/docs/_sources/evaluator.rst.txt similarity index 100% rename from docs/public/_sources/evaluator.rst.txt rename to docs/_sources/evaluator.rst.txt diff --git a/docs/public/_sources/index.rst.txt b/docs/_sources/index.rst.txt similarity index 100% rename from docs/public/_sources/index.rst.txt rename to docs/_sources/index.rst.txt diff --git a/docs/public/_sources/loss.rst.txt b/docs/_sources/loss.rst.txt similarity index 100% rename from docs/public/_sources/loss.rst.txt rename to docs/_sources/loss.rst.txt diff --git a/docs/public/_sources/models.rst.txt b/docs/_sources/models.rst.txt similarity index 100% rename from docs/public/_sources/models.rst.txt rename to docs/_sources/models.rst.txt diff --git a/docs/public/_sources/notes/intro.md.txt b/docs/_sources/notes/intro.md.txt similarity index 52% rename from docs/public/_sources/notes/intro.md.txt rename to docs/_sources/notes/intro.md.txt index 888af3f..b72feb6 100644 --- a/docs/public/_sources/notes/intro.md.txt +++ b/docs/_sources/notes/intro.md.txt @@ -1,17 +1,24 @@ # Introduction -This is a framework for sequence-to-sequence (seq2seq) models implemented in [PyTorch](http://pytorch.org). The framework has modularized and extensible components for seq2seq models, training and inference, checkpoints, etc. This is an alpha release. We appreciate any kind of feedback or contribution. +**pytorch-seq2seq** is a simple, efficient and scalable framework implemented in [PyTorch](http://pytorch.org), to get you up and running in no time on sequence-to-sequence learning tasks. The framework has modularized and extensible components for seq2seq models, training and inference, checkpoints, etc. This is an alpha release. We appreciate any kind of feedback or contribution. -## Roadmap -Seq2seq is a fast evolving field with new techniques and architectures being published frequently. The goal of this library is facilitating the development of such techniques and applications. While constantly improving the quality of code and documentation, we will focus on the following items: +# What's New in 0.1.7 +* Compatible with PyTorch 0.4.1 +* Added support for pre-trained word embedding +* Minor Bug fixes + +# Roadmap +Sequence to sequence learning is a fast evolving space with new techniques and architectures being published frequently. The goal of this library is facilitating the development of such techniques and applications. While constantly improving the quality of code and documentation, we will focus on the following items: + +* Tutorials with examples on how to quickly get started with the library; * Evaluation with benchmarks such as WMT machine translation, COCO image captioning, conversational models, etc; -* Provide more flexible model options, improving the usability of the library; -* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122) and the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762); +* Provide more flexible model options and improve the usability of the library; +* Adding latest architectures such as the CNN based model proposed by [Convolutional Sequence to Sequence Learning](https://arxiv.org/abs/1705.03122), the transformer model proposed by [Attention Is All You Need](https://arxiv.org/abs/1706.03762) and the deep reinforced model proposed by [A Deep Reinforced Model for Abstractive Summarization](https://arxiv.org/abs/1705.04304); * Support features in the new versions of PyTorch. -## Installation -This package requires Python 2.7. We recommend creating a new virtual environment for this project (using virtualenv or conda). +# Installation +This package requires Python 2.7 or 3.6. We recommend creating a new virtual environment for this project (using virtualenv or conda). ### Prerequisites @@ -24,9 +31,9 @@ Currently we only support installation from source code using setuptools. Check pip install -r requirements.txt python setup.py install -If you already had a version of PyTorch installed on your system, please verify that the active torch package is at least version 0.1.11. +If you already had a version of PyTorch installed on your system, please verify that it is at least `v0.4.1` for compatibility with our latest release `v0.1.7`. -## Get Started +# Get Started ### Prepare toy dataset # Run script to generate the reverse toy dataset @@ -58,13 +65,18 @@ Checkpoints are organized by experiments and timestamps as shown in the followin The sample script by default saves checkpoints in the `experiment` folder of the root directory. Look at the usages of the sample code for more options, including resuming and loading from checkpoints. -## Troubleshoots and Contributing -If you have any questions, bug reports, and feature requests, please [open an issue](https://github.com/IBM/pytorch-seq2seq/issues/new) on Github. +# Troubleshoots and Contributing +If you have any questions, bug reports, and feature requests, please [open an issue](https://github.com/IBM/pytorch-seq2seq/issues/new). For live discussions, please go to our [Gitter lobby](https://gitter.im/pytorch-seq2seq/Lobby). -We appreciate any kind of feedback or contribution. Feel free to proceed with small issues like bug fixes, documentation improvement. For major contributions and new features, please discuss with the collaborators in corresponding issues. +We appreciate any kind of feedback or contribution. Feel free to proceed with small issues like questions, bug fixes and documentation improvement. For major contributions and new features, please discuss with the collaborators in corresponding issues. ### Development Environment -We setup the development environment using [Vagrant](https://www.vagrantup.com/). Run `vagrant up` with our 'Vagrantfile' to get started. +We setup the development environment using [Vagrant](https://www.vagrantup.com/). To get started, make sure that you have [VirtualBox](https://www.virtualbox.org/) installed on your system, then run `vagrant up` with our 'Vagrantfile'. + +[Docker](https://www.docker.com/) support for development coming soon. + +### Test +The quality and the maintainability of the project is ensured by comprehensive tests. We encourage writing unit tests and integration tests when contributing new codes. ### Code Style We follow [Google Python Style Guide](https://google.github.io/styleguide/pyguide.html) for code style. Especially the style of docstrings is important to generate documentation. diff --git a/docs/public/_sources/optim.rst.txt b/docs/_sources/optim.rst.txt similarity index 100% rename from docs/public/_sources/optim.rst.txt rename to docs/_sources/optim.rst.txt diff --git a/docs/public/_sources/trainer.rst.txt b/docs/_sources/trainer.rst.txt similarity index 100% rename from docs/public/_sources/trainer.rst.txt rename to docs/_sources/trainer.rst.txt diff --git a/docs/public/_sources/util.rst.txt b/docs/_sources/util.rst.txt similarity index 100% rename from docs/public/_sources/util.rst.txt rename to docs/_sources/util.rst.txt diff --git a/docs/public/_static/ajax-loader.gif b/docs/_static/ajax-loader.gif similarity index 100% rename from docs/public/_static/ajax-loader.gif rename to docs/_static/ajax-loader.gif diff --git a/docs/public/_static/basic.css b/docs/_static/basic.css similarity index 95% rename from docs/public/_static/basic.css rename to docs/_static/basic.css index 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5654977..d892892 100644 --- a/docs/public/_static/doctools.js +++ b/docs/_static/doctools.js @@ -4,7 +4,7 @@ * * Sphinx JavaScript utilities for all documentation. * - * :copyright: Copyright 2007-2017 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2018 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -45,7 +45,7 @@ jQuery.urlencode = encodeURIComponent; * it will always return arrays of strings for the value parts. */ jQuery.getQueryParameters = function(s) { - if (typeof s == 'undefined') + if (typeof s === 'undefined') s = document.location.search; var parts = s.substr(s.indexOf('?') + 1).split('&'); var result = {}; @@ -66,29 +66,55 @@ jQuery.getQueryParameters = function(s) { * span elements with the given class name. */ jQuery.fn.highlightText = function(text, className) { - function highlight(node) { - if (node.nodeType == 3) { + function highlight(node, addItems) { + if (node.nodeType === 3) { var val = node.nodeValue; var pos = val.toLowerCase().indexOf(text); - if (pos >= 0 && !jQuery(node.parentNode).hasClass(className)) { - var span = document.createElement("span"); - span.className = className; + if (pos >= 0 && + !jQuery(node.parentNode).hasClass(className) && + !jQuery(node.parentNode).hasClass("nohighlight")) { + var span; + var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); + if (isInSVG) { + span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); + } else { + span = document.createElement("span"); + span.className = className; + } span.appendChild(document.createTextNode(val.substr(pos, text.length))); node.parentNode.insertBefore(span, node.parentNode.insertBefore( document.createTextNode(val.substr(pos + text.length)), node.nextSibling)); node.nodeValue = val.substr(0, pos); + if (isInSVG) { + var bbox = span.getBBox(); + var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); + rect.x.baseVal.value = bbox.x; + rect.y.baseVal.value = bbox.y; + rect.width.baseVal.value = bbox.width; + rect.height.baseVal.value = bbox.height; + rect.setAttribute('class', className); + var parentOfText = node.parentNode.parentNode; + addItems.push({ + "parent": node.parentNode, + "target": rect}); + } } } else if (!jQuery(node).is("button, select, textarea")) { jQuery.each(node.childNodes, function() { - highlight(this); + highlight(this, addItems); }); } } - return this.each(function() { - highlight(this); + var addItems = []; + var result = this.each(function() { + highlight(this, addItems); }); + for (var i = 0; i < addItems.length; ++i) { + jQuery(addItems[i].parent).before(addItems[i].target); + } + return result; }; /* @@ -131,21 +157,21 @@ var Documentation = { * i18n support */ TRANSLATIONS : {}, - PLURAL_EXPR : function(n) { return n == 1 ? 0 : 1; }, + PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; }, LOCALE : 'unknown', // gettext and ngettext don't access this so that the functions // can safely bound to a different name (_ = Documentation.gettext) gettext : function(string) { var translated = Documentation.TRANSLATIONS[string]; - if (typeof translated == 'undefined') + if (typeof translated === 'undefined') return string; - return (typeof translated == 'string') ? translated : translated[0]; + return (typeof translated === 'string') ? translated : translated[0]; }, ngettext : function(singular, plural, n) { var translated = Documentation.TRANSLATIONS[singular]; - if (typeof translated == 'undefined') + if (typeof translated === 'undefined') return (n == 1) ? singular : plural; return translated[Documentation.PLURALEXPR(n)]; }, @@ -180,7 +206,7 @@ var Documentation = { * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075 */ fixFirefoxAnchorBug : function() { - if (document.location.hash) + if (document.location.hash && $.browser.mozilla) window.setTimeout(function() { document.location.href += ''; }, 10); @@ -216,7 +242,7 @@ var Documentation = { var src = $(this).attr('src'); var idnum = $(this).attr('id').substr(7); $('tr.cg-' + idnum).toggle(); - if (src.substr(-9) == 'minus.png') + if (src.substr(-9) === 'minus.png') $(this).attr('src', src.substr(0, src.length-9) + 'plus.png'); else $(this).attr('src', src.substr(0, src.length-8) + 'minus.png'); @@ -248,7 +274,7 @@ var Documentation = { var path = document.location.pathname; var parts = path.split(/\//); $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() { - if (this == '..') + if (this === '..') parts.pop(); }); var url = parts.join('/'); diff --git a/docs/_static/documentation_options.js b/docs/_static/documentation_options.js new file mode 100644 index 0000000..9c9c947 --- /dev/null +++ b/docs/_static/documentation_options.js @@ -0,0 +1,9 @@ +var DOCUMENTATION_OPTIONS = { + URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), + VERSION: '0.1.7', + LANGUAGE: 'None', + COLLAPSE_INDEX: false, + FILE_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt' +}; 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