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lightondust/word2vec.ipynb

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word2vec.ipynb
{
"cells": [
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from gensim.models import word2vec\nimport logging\nimport sys",
"execution_count": 1,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from zslib.util.file_util import get_lines_from_file_path, get_line_from_file_path",
"execution_count": 5,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# モジュール"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "def cos_vector(vec1, vec2):\n return np.dot(vec1, vec2) / (np.linalg.norm(vec1) * np.linalg.norm(vec2))\n\ndef cos_word(word1, word2):\n return cos_vector(model.wv[word1], model.wv[word2])\n\ndef distance_vector(vec1, vec2):\n return np.linalg.norm(vec1 - vec2)\n\ndef distance_word(word1, word2):\n return distance_vector(model.wv[word1] , model.wv[word2])",
"execution_count": 3,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# 訓練"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)",
"execution_count": 4,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "file_path = './wikiextractor/wiki_wakati.txt'",
"execution_count": 7,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "sentences = word2vec.Text8Corpus(file_path)",
"execution_count": 9,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "sentences.max_sentence_length",
"execution_count": 10,
"outputs": [
{
"data": {
"text/plain": "10000"
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"scrolled": true,
"trusted": true
},
"cell_type": "code",
"source": "model = word2vec.Word2Vec(sentences, size=200, min_count=20, window=15)",
"execution_count": 115,
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:02:34,031 : INFO : collecting all words and their counts\n2018-06-23 14:02:34,035 : INFO : PROGRESS: at sentence #0, processed 0 words, keeping 0 word types\n2018-06-23 14:03:02,933 : INFO : PROGRESS: at sentence #10000, processed 100000000 words, keeping 890417 word types\n2018-06-23 14:03:32,466 : INFO : PROGRESS: at sentence #20000, processed 200000000 words, keeping 1555031 word types\n2018-06-23 14:04:02,213 : INFO : PROGRESS: at sentence #30000, processed 300000000 words, keeping 2092533 word types\n2018-06-23 14:04:32,178 : INFO : PROGRESS: at sentence #40000, processed 400000000 words, keeping 2667084 word types\n2018-06-23 14:05:02,284 : INFO : PROGRESS: at sentence #50000, processed 500000000 words, keeping 3161410 word types\n2018-06-23 14:05:21,538 : INFO : collected 3484520 word types from a corpus of 563354806 raw words and 56336 sentences\n2018-06-23 14:05:21,539 : INFO : Loading a fresh vocabulary\n2018-06-23 14:05:24,001 : INFO : min_count=20 retains 221980 unique words (6% of original 3484520, drops 3262540)\n2018-06-23 14:05:24,002 : INFO : min_count=20 leaves 555455095 word corpus (98% of original 563354806, drops 7899711)\n2018-06-23 14:05:24,722 : INFO : deleting the raw counts dictionary of 3484520 items\n2018-06-23 14:05:25,050 : INFO : sample=0.001 downsamples 38 most-common words\n2018-06-23 14:05:25,051 : INFO : downsampling leaves estimated 394456190 word corpus (71.0% of prior 555455095)\n2018-06-23 14:05:25,929 : INFO : estimated required memory for 221980 words and 200 dimensions: 466158000 bytes\n2018-06-23 14:05:25,930 : INFO : resetting layer weights\n2018-06-23 14:05:28,708 : INFO : training model with 3 workers on 221980 vocabulary and 200 features, using sg=0 hs=0 sample=0.001 negative=5 window=15\n2018-06-23 14:05:29,712 : INFO : EPOCH 1 - PROGRESS: at 0.13% examples, 496965 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:30,717 : INFO : EPOCH 1 - PROGRESS: at 0.26% examples, 514157 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:31,730 : INFO : EPOCH 1 - PROGRESS: at 0.39% examples, 515202 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:32,738 : INFO : EPOCH 1 - PROGRESS: at 0.53% examples, 520276 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:33,738 : INFO : EPOCH 1 - PROGRESS: at 0.66% examples, 521266 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:34,763 : INFO : EPOCH 1 - PROGRESS: at 0.80% examples, 523145 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:35,777 : INFO : EPOCH 1 - PROGRESS: at 0.94% examples, 525380 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:36,783 : INFO : EPOCH 1 - PROGRESS: at 1.08% examples, 526847 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:37,794 : INFO : EPOCH 1 - PROGRESS: at 1.21% examples, 527521 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:38,806 : INFO : EPOCH 1 - PROGRESS: at 1.35% examples, 528894 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:39,810 : INFO : EPOCH 1 - PROGRESS: at 1.49% examples, 529299 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:40,813 : INFO : EPOCH 1 - PROGRESS: at 1.63% examples, 530531 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:05:41,824 : INFO : EPOCH 1 - PROGRESS: at 1.76% examples, 530688 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:42,832 : INFO : EPOCH 1 - PROGRESS: at 1.90% examples, 530312 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:43,835 : INFO : EPOCH 1 - PROGRESS: at 2.03% examples, 530386 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:44,840 : INFO : EPOCH 1 - PROGRESS: at 2.17% examples, 530912 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:45,842 : INFO : EPOCH 1 - PROGRESS: at 2.30% examples, 530859 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:46,846 : INFO : EPOCH 1 - PROGRESS: at 2.44% examples, 531064 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:47,859 : INFO : EPOCH 1 - PROGRESS: at 2.58% examples, 530796 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:48,865 : INFO : EPOCH 1 - PROGRESS: at 2.71% examples, 531056 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:49,877 : INFO : EPOCH 1 - PROGRESS: at 2.85% examples, 530566 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:50,878 : INFO : EPOCH 1 - PROGRESS: at 2.98% examples, 530415 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:51,884 : INFO : EPOCH 1 - PROGRESS: at 3.11% examples, 530396 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:52,887 : INFO : EPOCH 1 - PROGRESS: at 3.25% examples, 530438 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:53,902 : INFO : EPOCH 1 - PROGRESS: at 3.39% examples, 530507 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:54,906 : INFO : EPOCH 1 - PROGRESS: at 3.52% examples, 530796 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:55,923 : INFO : EPOCH 1 - PROGRESS: at 3.66% examples, 530814 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:56,935 : INFO : EPOCH 1 - PROGRESS: at 3.80% examples, 530861 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:57,959 : INFO : EPOCH 1 - PROGRESS: at 3.94% examples, 531029 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:58,962 : INFO : EPOCH 1 - PROGRESS: at 4.07% examples, 531120 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:05:59,964 : INFO : EPOCH 1 - PROGRESS: at 4.21% examples, 530970 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:00,975 : INFO : EPOCH 1 - PROGRESS: at 4.34% examples, 530500 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:06:01,976 : INFO : EPOCH 1 - PROGRESS: at 4.47% examples, 530464 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:02,994 : INFO : EPOCH 1 - PROGRESS: at 4.61% examples, 530115 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:06:04,001 : INFO : EPOCH 1 - PROGRESS: at 4.75% examples, 530188 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:05,016 : INFO : EPOCH 1 - PROGRESS: at 4.88% examples, 530235 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:06,031 : INFO : EPOCH 1 - PROGRESS: at 5.02% examples, 530051 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:07,051 : INFO : EPOCH 1 - PROGRESS: at 5.16% examples, 530142 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:08,054 : INFO : EPOCH 1 - PROGRESS: at 5.30% examples, 530219 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:06:09,059 : INFO : EPOCH 1 - PROGRESS: at 5.43% examples, 530157 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:06:10,060 : INFO : EPOCH 1 - PROGRESS: at 5.57% examples, 530248 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:06:11,066 : INFO : EPOCH 1 - PROGRESS: at 5.70% examples, 529991 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:12,094 : INFO : EPOCH 1 - PROGRESS: at 5.84% examples, 529894 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:06:13,097 : INFO : EPOCH 1 - PROGRESS: at 5.97% examples, 529690 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:14,112 : INFO : EPOCH 1 - PROGRESS: at 6.11% examples, 529467 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:06:15,130 : INFO : EPOCH 1 - PROGRESS: at 6.24% examples, 529471 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:16,136 : INFO : EPOCH 1 - PROGRESS: at 6.38% examples, 529555 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:17,151 : INFO : EPOCH 1 - PROGRESS: at 6.51% examples, 529292 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:18,151 : INFO : EPOCH 1 - PROGRESS: at 6.65% examples, 529107 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:06:19,154 : INFO : EPOCH 1 - PROGRESS: at 6.78% examples, 529073 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:20,173 : INFO : EPOCH 1 - PROGRESS: at 6.92% examples, 529093 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:21,196 : INFO : EPOCH 1 - PROGRESS: at 7.06% examples, 529080 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:22,199 : INFO : EPOCH 1 - PROGRESS: at 7.19% examples, 528948 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:23,225 : INFO : EPOCH 1 - PROGRESS: at 7.33% examples, 528695 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:06:24,233 : INFO : EPOCH 1 - PROGRESS: at 7.46% examples, 528733 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:25,243 : INFO : EPOCH 1 - PROGRESS: at 7.60% examples, 528835 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:26,252 : INFO : EPOCH 1 - PROGRESS: at 7.74% examples, 528875 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:27,273 : INFO : EPOCH 1 - PROGRESS: at 7.87% examples, 528926 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:06:28,306 : INFO : EPOCH 1 - PROGRESS: at 8.01% examples, 528972 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:06:29,314 : INFO : EPOCH 1 - PROGRESS: at 8.14% examples, 528856 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:30,321 : INFO : EPOCH 1 - PROGRESS: at 8.28% examples, 528647 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:31,339 : INFO : EPOCH 1 - PROGRESS: at 8.41% examples, 528559 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:32,348 : INFO : EPOCH 1 - PROGRESS: at 8.55% examples, 528583 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:06:33,364 : INFO : EPOCH 1 - PROGRESS: at 8.68% examples, 528656 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:34,365 : INFO : EPOCH 1 - PROGRESS: at 8.82% examples, 528745 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:35,368 : INFO : EPOCH 1 - PROGRESS: at 8.95% examples, 528922 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:36,369 : INFO : EPOCH 1 - PROGRESS: at 9.09% examples, 529099 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:37,383 : INFO : EPOCH 1 - PROGRESS: at 9.23% examples, 529108 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:38,403 : INFO : EPOCH 1 - PROGRESS: at 9.36% examples, 529133 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:39,412 : INFO : EPOCH 1 - PROGRESS: at 9.50% examples, 529245 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:06:40,421 : INFO : EPOCH 1 - PROGRESS: at 9.64% examples, 529329 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:41,422 : INFO : EPOCH 1 - PROGRESS: at 9.77% examples, 529365 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:42,427 : INFO : EPOCH 1 - PROGRESS: at 9.90% examples, 529428 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:06:43,428 : INFO : EPOCH 1 - PROGRESS: at 10.04% examples, 529417 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:06:44,435 : INFO : EPOCH 1 - PROGRESS: at 10.17% examples, 529535 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:45,436 : INFO : EPOCH 1 - PROGRESS: at 10.31% examples, 529401 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:06:46,448 : INFO : EPOCH 1 - PROGRESS: at 10.44% examples, 529473 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:47,453 : INFO : EPOCH 1 - PROGRESS: at 10.58% examples, 529667 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:48,480 : INFO : EPOCH 1 - PROGRESS: at 10.72% examples, 529634 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:49,496 : INFO : EPOCH 1 - PROGRESS: at 10.85% examples, 529684 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:06:50,512 : INFO : EPOCH 1 - PROGRESS: at 10.99% examples, 529739 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:51,514 : INFO : EPOCH 1 - PROGRESS: at 11.13% examples, 529746 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:52,525 : INFO : EPOCH 1 - PROGRESS: at 11.26% examples, 529807 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:53,547 : INFO : EPOCH 1 - PROGRESS: at 11.40% examples, 529680 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:54,558 : INFO : EPOCH 1 - PROGRESS: at 11.53% examples, 529671 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:55,563 : INFO : EPOCH 1 - PROGRESS: at 11.67% examples, 529526 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:06:56,586 : INFO : EPOCH 1 - PROGRESS: at 11.81% examples, 529546 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:57,588 : INFO : EPOCH 1 - PROGRESS: at 11.94% examples, 529612 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:58,591 : INFO : EPOCH 1 - PROGRESS: at 12.08% examples, 529566 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:06:59,596 : INFO : EPOCH 1 - PROGRESS: at 12.21% examples, 529564 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:00,600 : INFO : EPOCH 1 - PROGRESS: at 12.35% examples, 529495 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:01,606 : INFO : EPOCH 1 - PROGRESS: at 12.48% examples, 529436 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:02,613 : INFO : EPOCH 1 - PROGRESS: at 12.61% examples, 529348 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:03,618 : INFO : EPOCH 1 - PROGRESS: at 12.75% examples, 529310 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:04,624 : INFO : EPOCH 1 - PROGRESS: at 12.88% examples, 529294 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:05,634 : INFO : EPOCH 1 - PROGRESS: at 13.02% examples, 529291 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:06,640 : INFO : EPOCH 1 - PROGRESS: at 13.16% examples, 529400 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:07,648 : INFO : EPOCH 1 - PROGRESS: at 13.29% examples, 529434 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:08,658 : INFO : EPOCH 1 - PROGRESS: at 13.43% examples, 529474 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:09,659 : INFO : EPOCH 1 - PROGRESS: at 13.57% examples, 529457 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:07:10,673 : INFO : EPOCH 1 - PROGRESS: at 13.70% examples, 529428 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:11,684 : INFO : EPOCH 1 - PROGRESS: at 13.84% examples, 529542 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:12,690 : INFO : EPOCH 1 - PROGRESS: at 13.97% examples, 529461 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:13,698 : INFO : EPOCH 1 - PROGRESS: at 14.11% examples, 529431 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:14,714 : INFO : EPOCH 1 - PROGRESS: at 14.24% examples, 529367 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:15,715 : INFO : EPOCH 1 - PROGRESS: at 14.38% examples, 529363 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:16,736 : INFO : EPOCH 1 - PROGRESS: at 14.51% examples, 529256 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:17,748 : INFO : EPOCH 1 - PROGRESS: at 14.65% examples, 529333 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:18,756 : INFO : EPOCH 1 - PROGRESS: at 14.79% examples, 529290 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:19,757 : INFO : EPOCH 1 - PROGRESS: at 14.92% examples, 529238 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:20,788 : INFO : EPOCH 1 - PROGRESS: at 15.06% examples, 529171 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:07:21,821 : INFO : EPOCH 1 - PROGRESS: at 15.19% examples, 529175 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:22,849 : INFO : EPOCH 1 - PROGRESS: at 15.33% examples, 529058 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:07:23,851 : INFO : EPOCH 1 - PROGRESS: at 15.46% examples, 528997 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:24,858 : INFO : EPOCH 1 - PROGRESS: at 15.60% examples, 528909 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:07:25,890 : INFO : EPOCH 1 - PROGRESS: at 15.73% examples, 528845 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:07:26,902 : INFO : EPOCH 1 - PROGRESS: at 15.87% examples, 528857 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:27,909 : INFO : EPOCH 1 - PROGRESS: at 16.01% examples, 528893 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:28,943 : INFO : EPOCH 1 - PROGRESS: at 16.14% examples, 528859 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:07:29,946 : INFO : EPOCH 1 - PROGRESS: at 16.28% examples, 528868 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:30,960 : INFO : EPOCH 1 - PROGRESS: at 16.41% examples, 528881 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:31,962 : INFO : EPOCH 1 - 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},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:07:42,055 : INFO : EPOCH 1 - PROGRESS: at 17.92% examples, 529222 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:43,075 : INFO : EPOCH 1 - PROGRESS: at 18.05% examples, 529266 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:07:44,090 : INFO : EPOCH 1 - PROGRESS: at 18.19% examples, 529329 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:07:45,096 : INFO : EPOCH 1 - PROGRESS: at 18.33% examples, 529354 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:46,116 : INFO : EPOCH 1 - PROGRESS: at 18.47% examples, 529367 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:47,124 : INFO : EPOCH 1 - PROGRESS: at 18.60% examples, 529387 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:48,139 : INFO : EPOCH 1 - PROGRESS: at 18.74% examples, 529448 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:49,147 : INFO : EPOCH 1 - PROGRESS: at 18.88% examples, 529476 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:50,161 : INFO : EPOCH 1 - PROGRESS: at 19.01% examples, 529444 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:07:51,170 : INFO : EPOCH 1 - 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},
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"output_type": "stream",
"text": "2018-06-23 14:08:55,845 : INFO : EPOCH 1 - PROGRESS: at 27.92% examples, 531197 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:08:56,854 : INFO : EPOCH 1 - PROGRESS: at 28.06% examples, 531242 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:08:57,876 : INFO : EPOCH 1 - PROGRESS: at 28.20% examples, 531234 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:08:58,882 : INFO : EPOCH 1 - PROGRESS: at 28.33% examples, 531258 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:08:59,885 : INFO : EPOCH 1 - PROGRESS: at 28.47% examples, 531286 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:09:00,894 : INFO : EPOCH 1 - PROGRESS: at 28.61% examples, 531300 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:09:01,911 : INFO : EPOCH 1 - PROGRESS: at 28.74% examples, 531283 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:09:02,922 : INFO : EPOCH 1 - PROGRESS: at 28.88% examples, 531304 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:09:03,927 : INFO : EPOCH 1 - PROGRESS: at 29.02% examples, 531331 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:09:04,945 : INFO : EPOCH 1 - 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PROGRESS: at 37.83% examples, 532506 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:10:09,681 : INFO : EPOCH 1 - PROGRESS: at 37.97% examples, 532541 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:10:10,684 : INFO : EPOCH 1 - PROGRESS: at 38.11% examples, 532596 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:10:11,697 : INFO : EPOCH 1 - PROGRESS: at 38.25% examples, 532606 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:10:12,721 : INFO : EPOCH 1 - PROGRESS: at 38.39% examples, 532619 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:10:13,747 : INFO : EPOCH 1 - PROGRESS: at 38.53% examples, 532636 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:10:14,753 : INFO : EPOCH 1 - PROGRESS: at 38.67% examples, 532689 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:10:15,758 : INFO : EPOCH 1 - PROGRESS: at 38.80% examples, 532692 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:10:16,762 : INFO : EPOCH 1 - PROGRESS: at 38.94% examples, 532702 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:10:17,767 : INFO : EPOCH 1 - PROGRESS: at 39.07% examples, 532693 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:10:18,779 : INFO : EPOCH 1 - 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},
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"text": "2018-06-23 14:11:23,356 : INFO : EPOCH 1 - PROGRESS: at 48.07% examples, 534195 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:11:24,364 : INFO : EPOCH 1 - PROGRESS: at 48.21% examples, 534240 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:11:25,367 : INFO : EPOCH 1 - PROGRESS: at 48.35% examples, 534290 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:11:26,390 : INFO : EPOCH 1 - PROGRESS: at 48.49% examples, 534330 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:11:27,392 : INFO : EPOCH 1 - PROGRESS: at 48.63% examples, 534379 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:11:28,403 : INFO : EPOCH 1 - PROGRESS: at 48.78% examples, 534429 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:11:29,403 : INFO : EPOCH 1 - PROGRESS: at 48.91% examples, 534437 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:11:30,410 : INFO : EPOCH 1 - PROGRESS: at 49.05% examples, 534453 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:11:31,414 : INFO : EPOCH 1 - PROGRESS: at 49.19% examples, 534476 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:11:32,418 : INFO : EPOCH 1 - 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PROGRESS: at 58.04% examples, 535280 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:12:37,124 : INFO : EPOCH 1 - PROGRESS: at 58.18% examples, 535300 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:38,133 : INFO : EPOCH 1 - PROGRESS: at 58.31% examples, 535301 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:39,154 : INFO : EPOCH 1 - PROGRESS: at 58.45% examples, 535296 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:40,164 : INFO : EPOCH 1 - PROGRESS: at 58.59% examples, 535295 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:41,171 : INFO : EPOCH 1 - PROGRESS: at 58.73% examples, 535311 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:42,190 : INFO : EPOCH 1 - PROGRESS: at 58.87% examples, 535328 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:43,205 : INFO : EPOCH 1 - PROGRESS: at 59.00% examples, 535338 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:44,206 : INFO : EPOCH 1 - PROGRESS: at 59.14% examples, 535334 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:45,220 : INFO : EPOCH 1 - PROGRESS: at 59.28% examples, 535342 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:12:46,237 : INFO : EPOCH 1 - 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},
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"output_type": "stream",
"text": "2018-06-23 14:13:50,938 : INFO : EPOCH 1 - PROGRESS: at 68.30% examples, 536225 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:51,943 : INFO : EPOCH 1 - PROGRESS: at 68.44% examples, 536236 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:52,951 : INFO : EPOCH 1 - PROGRESS: at 68.57% examples, 536230 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:53,952 : INFO : EPOCH 1 - PROGRESS: at 68.71% examples, 536253 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:54,953 : INFO : EPOCH 1 - PROGRESS: at 68.85% examples, 536269 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:55,980 : INFO : EPOCH 1 - PROGRESS: at 68.99% examples, 536274 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:56,996 : INFO : EPOCH 1 - PROGRESS: at 69.13% examples, 536306 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:58,001 : INFO : EPOCH 1 - PROGRESS: at 69.27% examples, 536320 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:13:59,006 : INFO : EPOCH 1 - PROGRESS: at 69.41% examples, 536334 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:00,033 : INFO : EPOCH 1 - 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PROGRESS: at 73.29% examples, 536741 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:28,268 : INFO : EPOCH 1 - PROGRESS: at 73.43% examples, 536760 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:29,271 : INFO : EPOCH 1 - PROGRESS: at 73.57% examples, 536765 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:30,277 : INFO : EPOCH 1 - PROGRESS: at 73.70% examples, 536770 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:31,279 : INFO : EPOCH 1 - PROGRESS: at 73.84% examples, 536763 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:32,297 : INFO : EPOCH 1 - PROGRESS: at 73.98% examples, 536781 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:33,302 : INFO : EPOCH 1 - PROGRESS: at 74.12% examples, 536794 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:34,335 : INFO : EPOCH 1 - PROGRESS: at 74.25% examples, 536785 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:14:35,337 : INFO : EPOCH 1 - PROGRESS: at 74.39% examples, 536804 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:36,348 : INFO : EPOCH 1 - PROGRESS: at 74.53% examples, 536815 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:14:37,354 : INFO : EPOCH 1 - PROGRESS: at 74.67% examples, 536843 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:38,369 : INFO : EPOCH 1 - PROGRESS: at 74.81% examples, 536852 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:14:39,385 : INFO : EPOCH 1 - PROGRESS: at 74.95% examples, 536858 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:40,395 : INFO : EPOCH 1 - PROGRESS: at 75.09% examples, 536873 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:14:41,396 : INFO : EPOCH 1 - PROGRESS: at 75.22% examples, 536880 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:42,400 : INFO : EPOCH 1 - PROGRESS: at 75.36% examples, 536872 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:14:43,401 : INFO : EPOCH 1 - PROGRESS: at 75.49% examples, 536851 words/s, in_qsize 3, out_qsize 2\n2018-06-23 14:14:44,436 : INFO : EPOCH 1 - PROGRESS: at 75.63% examples, 536850 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:14:45,443 : INFO : EPOCH 1 - PROGRESS: at 75.77% examples, 536879 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:46,456 : INFO : EPOCH 1 - PROGRESS: at 75.91% examples, 536886 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:47,465 : INFO : EPOCH 1 - PROGRESS: at 76.05% examples, 536899 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:48,472 : INFO : EPOCH 1 - PROGRESS: at 76.19% examples, 536912 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:49,481 : INFO : EPOCH 1 - PROGRESS: at 76.32% examples, 536913 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:50,489 : INFO : EPOCH 1 - PROGRESS: at 76.46% examples, 536924 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:51,489 : INFO : EPOCH 1 - PROGRESS: at 76.60% examples, 536942 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:52,512 : INFO : EPOCH 1 - PROGRESS: at 76.74% examples, 536953 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:53,526 : INFO : EPOCH 1 - PROGRESS: at 76.88% examples, 536972 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:54,530 : INFO : EPOCH 1 - PROGRESS: at 77.02% examples, 537002 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:55,544 : INFO : EPOCH 1 - PROGRESS: at 77.16% examples, 537009 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:56,566 : INFO : EPOCH 1 - PROGRESS: at 77.30% examples, 537022 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:57,571 : INFO : EPOCH 1 - PROGRESS: at 77.44% examples, 537046 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:14:58,572 : INFO : EPOCH 1 - PROGRESS: at 77.58% examples, 537033 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:14:59,572 : INFO : EPOCH 1 - PROGRESS: at 77.71% examples, 537046 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:00,578 : INFO : EPOCH 1 - PROGRESS: at 77.85% examples, 537016 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:15:01,589 : INFO : EPOCH 1 - PROGRESS: at 77.99% examples, 537028 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:02,590 : INFO : EPOCH 1 - PROGRESS: at 78.12% examples, 537019 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:03,603 : INFO : EPOCH 1 - PROGRESS: at 78.26% examples, 537022 words/s, in_qsize 6, out_qsize 1\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:15:04,607 : INFO : EPOCH 1 - PROGRESS: at 78.40% examples, 537034 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:05,611 : INFO : EPOCH 1 - PROGRESS: at 78.54% examples, 537057 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:06,617 : INFO : EPOCH 1 - PROGRESS: at 78.68% examples, 537068 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:07,624 : INFO : EPOCH 1 - PROGRESS: at 78.81% examples, 537066 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:08,624 : INFO : EPOCH 1 - PROGRESS: at 78.95% examples, 537068 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:09,626 : INFO : EPOCH 1 - PROGRESS: at 79.09% examples, 537079 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:10,631 : INFO : EPOCH 1 - PROGRESS: at 79.23% examples, 537076 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:11,636 : INFO : EPOCH 1 - PROGRESS: at 79.36% examples, 537075 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:15:12,644 : INFO : EPOCH 1 - PROGRESS: at 79.50% examples, 537071 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:13,649 : INFO : EPOCH 1 - PROGRESS: at 79.64% examples, 537079 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:14,677 : INFO : EPOCH 1 - PROGRESS: at 79.77% examples, 537056 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:15:15,682 : INFO : EPOCH 1 - PROGRESS: at 79.91% examples, 537063 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:16,690 : INFO : EPOCH 1 - PROGRESS: at 80.05% examples, 537071 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:17,709 : INFO : EPOCH 1 - PROGRESS: at 80.19% examples, 537068 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:18,721 : INFO : EPOCH 1 - PROGRESS: at 80.33% examples, 537062 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:19,742 : INFO : EPOCH 1 - PROGRESS: at 80.47% examples, 537056 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:15:20,758 : INFO : EPOCH 1 - PROGRESS: at 80.61% examples, 537070 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:21,779 : INFO : EPOCH 1 - PROGRESS: at 80.75% examples, 537073 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:22,786 : INFO : EPOCH 1 - PROGRESS: at 80.88% examples, 537065 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:23,792 : INFO : EPOCH 1 - PROGRESS: at 81.02% examples, 537062 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:24,795 : INFO : EPOCH 1 - PROGRESS: at 81.16% examples, 537060 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:25,799 : INFO : EPOCH 1 - PROGRESS: at 81.29% examples, 537061 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:26,800 : INFO : EPOCH 1 - PROGRESS: at 81.43% examples, 537065 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:27,824 : INFO : EPOCH 1 - PROGRESS: at 81.57% examples, 537070 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:15:28,839 : INFO : EPOCH 1 - PROGRESS: at 81.71% examples, 537083 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:29,840 : INFO : EPOCH 1 - PROGRESS: at 81.85% examples, 537097 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:30,842 : INFO : EPOCH 1 - PROGRESS: at 81.99% examples, 537109 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:15:31,869 : INFO : EPOCH 1 - 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PROGRESS: at 87.13% examples, 537397 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:16:09,195 : INFO : EPOCH 1 - PROGRESS: at 87.27% examples, 537406 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:10,198 : INFO : EPOCH 1 - PROGRESS: at 87.41% examples, 537410 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:11,205 : INFO : EPOCH 1 - PROGRESS: at 87.55% examples, 537413 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:12,225 : INFO : EPOCH 1 - PROGRESS: at 87.69% examples, 537405 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:16:13,264 : INFO : EPOCH 1 - PROGRESS: at 87.83% examples, 537410 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:16:14,265 : INFO : EPOCH 1 - PROGRESS: at 87.97% examples, 537416 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:15,278 : INFO : EPOCH 1 - PROGRESS: at 88.11% examples, 537416 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:16:16,291 : INFO : EPOCH 1 - PROGRESS: at 88.25% examples, 537426 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:17,300 : INFO : EPOCH 1 - PROGRESS: at 88.39% examples, 537442 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:16:18,305 : INFO : EPOCH 1 - PROGRESS: at 88.53% examples, 537457 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:19,312 : INFO : EPOCH 1 - PROGRESS: at 88.67% examples, 537471 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:20,326 : INFO : EPOCH 1 - PROGRESS: at 88.81% examples, 537474 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:21,342 : INFO : EPOCH 1 - PROGRESS: at 88.95% examples, 537485 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:22,356 : INFO : EPOCH 1 - PROGRESS: at 89.08% examples, 537476 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:16:23,379 : INFO : EPOCH 1 - PROGRESS: at 89.22% examples, 537469 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:24,384 : INFO : EPOCH 1 - PROGRESS: at 89.36% examples, 537481 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:25,396 : INFO : EPOCH 1 - PROGRESS: at 89.50% examples, 537485 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:16:26,415 : INFO : EPOCH 1 - PROGRESS: at 89.64% examples, 537485 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:27,418 : INFO : EPOCH 1 - PROGRESS: at 89.78% examples, 537497 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:28,421 : INFO : EPOCH 1 - PROGRESS: at 89.91% examples, 537511 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:29,430 : INFO : EPOCH 1 - PROGRESS: at 90.05% examples, 537529 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:30,431 : INFO : EPOCH 1 - PROGRESS: at 90.19% examples, 537533 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:31,431 : INFO : EPOCH 1 - PROGRESS: at 90.33% examples, 537536 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:32,433 : INFO : EPOCH 1 - PROGRESS: at 90.46% examples, 537534 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:33,438 : INFO : EPOCH 1 - PROGRESS: at 90.60% examples, 537532 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:34,447 : INFO : EPOCH 1 - PROGRESS: at 90.74% examples, 537543 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:35,454 : INFO : EPOCH 1 - PROGRESS: at 90.88% examples, 537549 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:36,462 : INFO : EPOCH 1 - PROGRESS: at 91.02% examples, 537553 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:37,469 : INFO : EPOCH 1 - PROGRESS: at 91.15% examples, 537562 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:38,475 : INFO : EPOCH 1 - PROGRESS: at 91.29% examples, 537573 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:39,500 : INFO : EPOCH 1 - PROGRESS: at 91.43% examples, 537576 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:16:40,515 : INFO : EPOCH 1 - PROGRESS: at 91.57% examples, 537590 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:41,518 : INFO : EPOCH 1 - PROGRESS: at 91.71% examples, 537578 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:42,538 : INFO : EPOCH 1 - PROGRESS: at 91.85% examples, 537587 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:43,541 : INFO : EPOCH 1 - PROGRESS: at 91.99% examples, 537586 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:16:44,542 : INFO : EPOCH 1 - PROGRESS: at 92.12% examples, 537588 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:16:45,549 : INFO : EPOCH 1 - PROGRESS: at 92.26% examples, 537588 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:46,559 : INFO : EPOCH 1 - PROGRESS: at 92.40% examples, 537594 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:47,560 : INFO : EPOCH 1 - PROGRESS: at 92.54% examples, 537607 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:48,575 : INFO : EPOCH 1 - PROGRESS: at 92.68% examples, 537621 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:49,587 : INFO : EPOCH 1 - PROGRESS: at 92.82% examples, 537634 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:50,593 : INFO : EPOCH 1 - PROGRESS: at 92.95% examples, 537630 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:16:51,603 : INFO : EPOCH 1 - PROGRESS: at 93.09% examples, 537627 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:52,605 : INFO : EPOCH 1 - PROGRESS: at 93.23% examples, 537642 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:53,607 : INFO : EPOCH 1 - PROGRESS: at 93.36% examples, 537635 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:16:54,611 : INFO : EPOCH 1 - PROGRESS: at 93.50% examples, 537645 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:55,617 : INFO : EPOCH 1 - PROGRESS: at 93.64% examples, 537649 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:56,625 : INFO : EPOCH 1 - PROGRESS: at 93.77% examples, 537635 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:16:57,643 : INFO : EPOCH 1 - PROGRESS: at 93.91% examples, 537633 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:58,644 : INFO : EPOCH 1 - PROGRESS: at 94.05% examples, 537657 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:16:59,645 : INFO : EPOCH 1 - PROGRESS: at 94.18% examples, 537625 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:17:00,660 : INFO : EPOCH 1 - PROGRESS: at 94.32% examples, 537627 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:01,671 : INFO : EPOCH 1 - PROGRESS: at 94.46% examples, 537631 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:02,694 : INFO : EPOCH 1 - PROGRESS: at 94.60% examples, 537627 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:03,698 : INFO : EPOCH 1 - PROGRESS: at 94.74% examples, 537646 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:04,726 : INFO : EPOCH 1 - PROGRESS: at 94.88% examples, 537628 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:17:05,726 : INFO : EPOCH 1 - PROGRESS: at 95.02% examples, 537639 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:06,729 : INFO : EPOCH 1 - PROGRESS: at 95.15% examples, 537641 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:07,738 : INFO : EPOCH 1 - PROGRESS: at 95.29% examples, 537635 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:17:08,744 : INFO : EPOCH 1 - PROGRESS: at 95.43% examples, 537645 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:09,749 : INFO : EPOCH 1 - PROGRESS: at 95.56% examples, 537640 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:10,752 : INFO : EPOCH 1 - PROGRESS: at 95.70% examples, 537640 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:17:11,756 : INFO : EPOCH 1 - PROGRESS: at 95.84% examples, 537647 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:12,759 : INFO : EPOCH 1 - PROGRESS: at 95.98% examples, 537650 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:13,762 : INFO : EPOCH 1 - PROGRESS: at 96.11% examples, 537648 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:14,768 : INFO : EPOCH 1 - PROGRESS: at 96.25% examples, 537659 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:15,785 : INFO : EPOCH 1 - PROGRESS: at 96.39% examples, 537661 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:16,802 : INFO : EPOCH 1 - PROGRESS: at 96.53% examples, 537671 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:17,802 : INFO : EPOCH 1 - PROGRESS: at 96.67% examples, 537677 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:18,806 : INFO : EPOCH 1 - PROGRESS: at 96.80% examples, 537667 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:17:19,823 : INFO : EPOCH 1 - PROGRESS: at 96.94% examples, 537672 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:20,830 : INFO : EPOCH 1 - PROGRESS: at 97.08% examples, 537682 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:21,831 : INFO : EPOCH 1 - PROGRESS: at 97.21% examples, 537687 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:22,838 : INFO : EPOCH 1 - PROGRESS: at 97.35% examples, 537695 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:23,842 : INFO : EPOCH 1 - PROGRESS: at 97.49% examples, 537706 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:17:24,843 : INFO : EPOCH 1 - PROGRESS: at 97.63% examples, 537719 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:25,849 : INFO : EPOCH 1 - PROGRESS: at 97.77% examples, 537718 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:17:26,857 : INFO : EPOCH 1 - PROGRESS: at 97.91% examples, 537728 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:27,860 : INFO : EPOCH 1 - PROGRESS: at 98.04% examples, 537738 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:28,863 : INFO : EPOCH 1 - PROGRESS: at 98.18% examples, 537750 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:17:29,867 : INFO : EPOCH 1 - PROGRESS: at 98.32% examples, 537756 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:17:30,870 : INFO : EPOCH 1 - PROGRESS: at 98.46% examples, 537765 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:17:31,873 : INFO : EPOCH 1 - PROGRESS: at 98.59% examples, 537769 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:17:32,892 : INFO : EPOCH 1 - PROGRESS: at 98.73% examples, 537780 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:33,908 : INFO : EPOCH 1 - PROGRESS: at 98.87% examples, 537780 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:17:34,912 : INFO : EPOCH 1 - PROGRESS: at 99.01% examples, 537789 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:17:35,915 : INFO : EPOCH 1 - PROGRESS: at 99.15% examples, 537805 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:36,917 : INFO : EPOCH 1 - PROGRESS: at 99.29% examples, 537817 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:37,928 : INFO : EPOCH 1 - PROGRESS: at 99.42% examples, 537814 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:38,930 : INFO : EPOCH 1 - PROGRESS: at 99.56% examples, 537818 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:39,933 : INFO : EPOCH 1 - PROGRESS: at 99.70% examples, 537830 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:40,937 : INFO : EPOCH 1 - PROGRESS: at 99.84% examples, 537840 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:41,960 : INFO : EPOCH 1 - PROGRESS: at 99.98% examples, 537837 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:17:42,090 : INFO : worker thread finished; awaiting finish of 2 more threads\n2018-06-23 14:17:42,100 : INFO : worker thread finished; awaiting finish of 1 more threads\n2018-06-23 14:17:42,104 : INFO : worker thread finished; awaiting finish of 0 more threads\n2018-06-23 14:17:42,105 : INFO : EPOCH - 1 : training on 563354806 raw words (394455856 effective words) took 733.4s, 537850 effective words/s\n2018-06-23 14:17:43,111 : INFO : EPOCH 2 - PROGRESS: at 0.13% examples, 531475 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:44,131 : INFO : EPOCH 2 - PROGRESS: at 0.27% examples, 534195 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:17:45,132 : INFO : EPOCH 2 - PROGRESS: at 0.41% examples, 535156 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:17:46,138 : INFO : EPOCH 2 - PROGRESS: at 0.55% examples, 537161 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:17:47,147 : INFO : EPOCH 2 - PROGRESS: at 0.69% examples, 539469 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:48,163 : INFO : EPOCH 2 - PROGRESS: at 0.83% examples, 539006 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:49,164 : INFO : EPOCH 2 - PROGRESS: at 0.97% examples, 540088 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:50,174 : INFO : EPOCH 2 - PROGRESS: at 1.10% examples, 539242 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:17:51,180 : INFO : EPOCH 2 - PROGRESS: at 1.24% examples, 539809 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:52,199 : INFO : EPOCH 2 - PROGRESS: at 1.38% examples, 539637 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:53,209 : INFO : EPOCH 2 - PROGRESS: at 1.52% examples, 539296 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:17:54,231 : INFO : EPOCH 2 - PROGRESS: at 1.66% examples, 539455 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:17:55,237 : INFO : EPOCH 2 - PROGRESS: at 1.79% examples, 539553 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:56,243 : INFO : EPOCH 2 - PROGRESS: at 1.93% examples, 539612 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:57,244 : INFO : EPOCH 2 - PROGRESS: at 2.07% examples, 539764 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:58,248 : INFO : EPOCH 2 - PROGRESS: at 2.21% examples, 539620 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:17:59,256 : INFO : EPOCH 2 - PROGRESS: at 2.34% examples, 539693 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:18:00,279 : INFO : EPOCH 2 - PROGRESS: at 2.48% examples, 539241 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:01,282 : INFO : EPOCH 2 - PROGRESS: at 2.62% examples, 539224 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:02,293 : INFO : EPOCH 2 - PROGRESS: at 2.76% examples, 539286 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:03,305 : INFO : EPOCH 2 - PROGRESS: at 2.90% examples, 539438 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:04,305 : INFO : EPOCH 2 - PROGRESS: at 3.04% examples, 539876 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:05,316 : INFO : EPOCH 2 - PROGRESS: at 3.17% examples, 539891 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:06,320 : INFO : EPOCH 2 - PROGRESS: at 3.31% examples, 540093 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:18:07,326 : INFO : EPOCH 2 - PROGRESS: at 3.45% examples, 540521 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:08,357 : INFO : EPOCH 2 - PROGRESS: at 3.59% examples, 540164 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:18:09,373 : INFO : EPOCH 2 - PROGRESS: at 3.73% examples, 540314 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:18:10,377 : INFO : EPOCH 2 - PROGRESS: at 3.87% examples, 540051 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:11,379 : INFO : EPOCH 2 - PROGRESS: at 4.00% examples, 539854 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:12,389 : INFO : EPOCH 2 - PROGRESS: at 4.14% examples, 539944 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:13,390 : INFO : EPOCH 2 - PROGRESS: at 4.28% examples, 540068 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:14,392 : INFO : EPOCH 2 - PROGRESS: at 4.42% examples, 539913 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:15,408 : INFO : EPOCH 2 - PROGRESS: at 4.56% examples, 539733 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:16,411 : INFO : EPOCH 2 - PROGRESS: at 4.70% examples, 539583 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:17,415 : INFO : EPOCH 2 - PROGRESS: at 4.83% examples, 539363 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:18:18,417 : INFO : EPOCH 2 - PROGRESS: at 4.97% examples, 539528 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:19,420 : INFO : EPOCH 2 - PROGRESS: at 5.11% examples, 539332 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:20,425 : INFO : EPOCH 2 - PROGRESS: at 5.24% examples, 539205 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:21,430 : INFO : EPOCH 2 - PROGRESS: at 5.38% examples, 539243 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:22,437 : INFO : EPOCH 2 - PROGRESS: at 5.52% examples, 539238 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:23,447 : INFO : EPOCH 2 - PROGRESS: at 5.66% examples, 539144 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:18:24,469 : INFO : EPOCH 2 - PROGRESS: at 5.80% examples, 538897 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:18:25,470 : INFO : EPOCH 2 - PROGRESS: at 5.94% examples, 539146 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:26,497 : INFO : EPOCH 2 - PROGRESS: at 6.08% examples, 538887 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:18:27,499 : INFO : EPOCH 2 - PROGRESS: at 6.22% examples, 539021 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:28,507 : INFO : EPOCH 2 - PROGRESS: at 6.36% examples, 539160 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:18:29,509 : INFO : EPOCH 2 - PROGRESS: at 6.49% examples, 539252 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:30,514 : INFO : EPOCH 2 - PROGRESS: at 6.64% examples, 539406 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:31,521 : INFO : EPOCH 2 - PROGRESS: at 6.78% examples, 539550 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:32,542 : INFO : EPOCH 2 - PROGRESS: at 6.92% examples, 539599 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:33,547 : INFO : EPOCH 2 - PROGRESS: at 7.06% examples, 539708 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:34,554 : INFO : EPOCH 2 - PROGRESS: at 7.20% examples, 539719 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:35,555 : INFO : EPOCH 2 - PROGRESS: at 7.33% examples, 539766 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:36,561 : INFO : EPOCH 2 - PROGRESS: at 7.47% examples, 539718 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:37,578 : INFO : EPOCH 2 - PROGRESS: at 7.61% examples, 539710 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:18:38,584 : INFO : EPOCH 2 - PROGRESS: at 7.75% examples, 539957 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:39,593 : INFO : EPOCH 2 - PROGRESS: at 7.89% examples, 539928 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:40,606 : INFO : EPOCH 2 - PROGRESS: at 8.03% examples, 539955 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:41,637 : INFO : EPOCH 2 - PROGRESS: at 8.17% examples, 539909 words/s, in_qsize 6, out_qsize 1\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:18:42,649 : INFO : EPOCH 2 - PROGRESS: at 8.31% examples, 540058 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:43,677 : INFO : EPOCH 2 - PROGRESS: at 8.45% examples, 540033 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:18:44,678 : INFO : EPOCH 2 - PROGRESS: at 8.59% examples, 540165 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:45,714 : INFO : EPOCH 2 - PROGRESS: at 8.72% examples, 540031 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:18:46,721 : INFO : EPOCH 2 - PROGRESS: at 8.86% examples, 540074 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:47,735 : INFO : EPOCH 2 - PROGRESS: at 9.00% examples, 540095 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:48,740 : INFO : EPOCH 2 - PROGRESS: at 9.14% examples, 540341 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:49,763 : INFO : EPOCH 2 - PROGRESS: at 9.28% examples, 540265 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:18:50,769 : INFO : EPOCH 2 - PROGRESS: at 9.42% examples, 540450 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:51,771 : INFO : EPOCH 2 - PROGRESS: at 9.56% examples, 540562 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:52,784 : INFO : EPOCH 2 - PROGRESS: at 9.70% examples, 540538 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:18:53,787 : INFO : EPOCH 2 - PROGRESS: at 9.84% examples, 540732 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:54,803 : INFO : EPOCH 2 - PROGRESS: at 9.98% examples, 540747 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:18:55,810 : INFO : EPOCH 2 - PROGRESS: at 10.12% examples, 540904 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:18:56,835 : INFO : EPOCH 2 - PROGRESS: at 10.26% examples, 540901 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:57,860 : INFO : EPOCH 2 - PROGRESS: at 10.40% examples, 540898 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:18:58,867 : INFO : EPOCH 2 - PROGRESS: at 10.54% examples, 541047 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:18:59,868 : INFO : EPOCH 2 - PROGRESS: at 10.67% examples, 541041 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:00,873 : INFO : EPOCH 2 - PROGRESS: at 10.81% examples, 540934 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:01,884 : INFO : EPOCH 2 - PROGRESS: at 10.95% examples, 540878 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:02,896 : INFO : EPOCH 2 - PROGRESS: at 11.08% examples, 540874 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:03,901 : INFO : EPOCH 2 - PROGRESS: at 11.22% examples, 540838 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:04,904 : INFO : EPOCH 2 - PROGRESS: at 11.36% examples, 540870 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:05,911 : INFO : EPOCH 2 - PROGRESS: at 11.50% examples, 540835 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:19:06,922 : INFO : EPOCH 2 - PROGRESS: at 11.64% examples, 540846 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:07,937 : INFO : EPOCH 2 - PROGRESS: at 11.78% examples, 540835 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:08,958 : INFO : EPOCH 2 - PROGRESS: at 11.92% examples, 540898 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:09,969 : INFO : EPOCH 2 - PROGRESS: at 12.06% examples, 540916 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:10,972 : INFO : EPOCH 2 - PROGRESS: at 12.20% examples, 540964 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:11,986 : INFO : EPOCH 2 - PROGRESS: at 12.34% examples, 541015 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:12,999 : INFO : EPOCH 2 - PROGRESS: at 12.48% examples, 541099 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:13,999 : INFO : EPOCH 2 - PROGRESS: at 12.62% examples, 541076 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:15,012 : INFO : EPOCH 2 - PROGRESS: at 12.75% examples, 541010 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:16,021 : INFO : EPOCH 2 - PROGRESS: at 12.89% examples, 541002 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:17,022 : INFO : EPOCH 2 - PROGRESS: at 13.03% examples, 540991 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:18,029 : INFO : EPOCH 2 - PROGRESS: at 13.17% examples, 541047 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:19:19,032 : INFO : EPOCH 2 - PROGRESS: at 13.31% examples, 541152 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:20,053 : INFO : EPOCH 2 - PROGRESS: at 13.45% examples, 541226 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:21,059 : INFO : EPOCH 2 - PROGRESS: at 13.59% examples, 541208 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:19:22,059 : INFO : EPOCH 2 - PROGRESS: at 13.73% examples, 541273 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:23,075 : INFO : EPOCH 2 - PROGRESS: at 13.87% examples, 541296 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:24,079 : INFO : EPOCH 2 - PROGRESS: at 14.01% examples, 541401 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:25,106 : INFO : EPOCH 2 - PROGRESS: at 14.15% examples, 541329 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:19:26,107 : INFO : EPOCH 2 - PROGRESS: at 14.29% examples, 541360 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:27,112 : INFO : EPOCH 2 - PROGRESS: at 14.43% examples, 541422 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:28,126 : INFO : EPOCH 2 - PROGRESS: at 14.57% examples, 541364 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:29,144 : INFO : EPOCH 2 - PROGRESS: at 14.71% examples, 541363 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:19:30,150 : INFO : EPOCH 2 - PROGRESS: at 14.85% examples, 541473 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:31,155 : INFO : EPOCH 2 - PROGRESS: at 14.99% examples, 541481 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:32,158 : INFO : EPOCH 2 - PROGRESS: at 15.13% examples, 541524 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:33,163 : INFO : EPOCH 2 - PROGRESS: at 15.27% examples, 541527 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:34,187 : INFO : EPOCH 2 - PROGRESS: at 15.41% examples, 541500 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:19:35,191 : INFO : EPOCH 2 - PROGRESS: at 15.55% examples, 541561 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:36,206 : INFO : EPOCH 2 - PROGRESS: at 15.69% examples, 541650 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:37,223 : INFO : EPOCH 2 - PROGRESS: at 15.83% examples, 541640 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:38,229 : INFO : EPOCH 2 - PROGRESS: at 15.97% examples, 541689 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:39,231 : INFO : EPOCH 2 - PROGRESS: at 16.11% examples, 541736 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:40,232 : INFO : EPOCH 2 - PROGRESS: at 16.25% examples, 541771 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:41,234 : INFO : EPOCH 2 - PROGRESS: at 16.39% examples, 541791 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:42,252 : INFO : EPOCH 2 - PROGRESS: at 16.53% examples, 541790 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:43,259 : INFO : EPOCH 2 - PROGRESS: at 16.66% examples, 541788 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:19:44,268 : INFO : EPOCH 2 - PROGRESS: at 16.81% examples, 541915 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:45,280 : INFO : EPOCH 2 - PROGRESS: at 16.95% examples, 541951 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:46,288 : INFO : EPOCH 2 - PROGRESS: at 17.09% examples, 542001 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:47,289 : INFO : EPOCH 2 - PROGRESS: at 17.23% examples, 542077 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:48,304 : INFO : EPOCH 2 - PROGRESS: at 17.37% examples, 542091 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:49,313 : INFO : EPOCH 2 - PROGRESS: at 17.51% examples, 542067 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:19:50,313 : INFO : EPOCH 2 - PROGRESS: at 17.64% examples, 542088 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:51,322 : INFO : EPOCH 2 - PROGRESS: at 17.78% examples, 542127 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:52,337 : INFO : EPOCH 2 - PROGRESS: at 17.92% examples, 542136 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:53,341 : INFO : EPOCH 2 - PROGRESS: at 18.06% examples, 542189 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:54,349 : INFO : EPOCH 2 - PROGRESS: at 18.21% examples, 542237 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:55,353 : INFO : EPOCH 2 - PROGRESS: at 18.34% examples, 542223 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:19:56,365 : INFO : EPOCH 2 - PROGRESS: at 18.48% examples, 542222 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:57,368 : INFO : EPOCH 2 - PROGRESS: at 18.62% examples, 542269 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:58,379 : INFO : EPOCH 2 - PROGRESS: at 18.76% examples, 542303 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:19:59,383 : INFO : EPOCH 2 - PROGRESS: at 18.90% examples, 542306 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:00,394 : INFO : EPOCH 2 - PROGRESS: at 19.04% examples, 542345 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:20:01,406 : INFO : EPOCH 2 - PROGRESS: at 19.18% examples, 542316 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:02,418 : INFO : EPOCH 2 - PROGRESS: at 19.32% examples, 542347 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:03,421 : INFO : EPOCH 2 - PROGRESS: at 19.46% examples, 542368 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:04,431 : INFO : EPOCH 2 - PROGRESS: at 19.60% examples, 542416 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:05,434 : INFO : EPOCH 2 - PROGRESS: at 19.74% examples, 542438 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:06,462 : INFO : EPOCH 2 - PROGRESS: at 19.88% examples, 542472 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:20:07,470 : INFO : EPOCH 2 - PROGRESS: at 20.02% examples, 542514 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:08,484 : INFO : EPOCH 2 - PROGRESS: at 20.16% examples, 542537 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:09,503 : INFO : EPOCH 2 - PROGRESS: at 20.30% examples, 542595 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:10,505 : INFO : EPOCH 2 - PROGRESS: at 20.44% examples, 542622 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:11,510 : INFO : EPOCH 2 - PROGRESS: at 20.58% examples, 542637 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:20:12,515 : INFO : EPOCH 2 - PROGRESS: at 20.72% examples, 542701 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:13,519 : INFO : EPOCH 2 - PROGRESS: at 20.86% examples, 542767 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:14,537 : INFO : EPOCH 2 - PROGRESS: at 21.00% examples, 542740 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:15,550 : INFO : EPOCH 2 - PROGRESS: at 21.14% examples, 542795 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:16,553 : INFO : EPOCH 2 - PROGRESS: at 21.28% examples, 542864 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:17,561 : INFO : EPOCH 2 - PROGRESS: at 21.42% examples, 542916 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:20:18,576 : INFO : EPOCH 2 - PROGRESS: at 21.56% examples, 542922 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:19,576 : INFO : EPOCH 2 - PROGRESS: at 21.70% examples, 542987 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:20,598 : INFO : EPOCH 2 - PROGRESS: at 21.84% examples, 542996 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:20:21,601 : INFO : EPOCH 2 - PROGRESS: at 21.98% examples, 543093 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:22,610 : INFO : EPOCH 2 - PROGRESS: at 22.12% examples, 543132 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:23,613 : INFO : EPOCH 2 - PROGRESS: at 22.26% examples, 543194 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:24,619 : INFO : EPOCH 2 - PROGRESS: at 22.40% examples, 543161 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:25,621 : INFO : EPOCH 2 - PROGRESS: at 22.54% examples, 543208 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:26,630 : INFO : EPOCH 2 - PROGRESS: at 22.68% examples, 543257 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:27,637 : INFO : EPOCH 2 - PROGRESS: at 22.82% examples, 543243 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:28,653 : INFO : EPOCH 2 - PROGRESS: at 22.96% examples, 543229 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:20:29,653 : INFO : EPOCH 2 - PROGRESS: at 23.10% examples, 543227 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:30,665 : INFO : EPOCH 2 - PROGRESS: at 23.24% examples, 543247 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:20:31,680 : INFO : EPOCH 2 - PROGRESS: at 23.38% examples, 543293 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:32,681 : INFO : EPOCH 2 - PROGRESS: at 23.52% examples, 543300 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:33,682 : INFO : EPOCH 2 - PROGRESS: at 23.66% examples, 543335 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:34,693 : INFO : EPOCH 2 - PROGRESS: at 23.80% examples, 543356 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:35,696 : INFO : EPOCH 2 - PROGRESS: at 23.94% examples, 543399 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:36,704 : INFO : EPOCH 2 - PROGRESS: at 24.08% examples, 543427 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:37,713 : INFO : EPOCH 2 - PROGRESS: at 24.22% examples, 543441 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:38,730 : INFO : EPOCH 2 - PROGRESS: at 24.36% examples, 543448 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:39,737 : INFO : EPOCH 2 - PROGRESS: at 24.50% examples, 543520 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:40,740 : INFO : EPOCH 2 - PROGRESS: at 24.64% examples, 543545 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:41,743 : INFO : EPOCH 2 - PROGRESS: at 24.78% examples, 543552 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:42,749 : INFO : EPOCH 2 - PROGRESS: at 24.92% examples, 543628 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:43,751 : INFO : EPOCH 2 - PROGRESS: at 25.06% examples, 543597 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:44,758 : INFO : EPOCH 2 - PROGRESS: at 25.20% examples, 543624 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:20:45,762 : INFO : EPOCH 2 - PROGRESS: at 25.34% examples, 543654 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:46,778 : INFO : EPOCH 2 - PROGRESS: at 25.48% examples, 543642 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:47,783 : INFO : EPOCH 2 - PROGRESS: at 25.62% examples, 543678 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:48,788 : INFO : EPOCH 2 - PROGRESS: at 25.76% examples, 543672 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:20:49,798 : INFO : EPOCH 2 - PROGRESS: at 25.90% examples, 543697 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:50,807 : INFO : EPOCH 2 - PROGRESS: at 26.04% examples, 543713 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:51,810 : INFO : EPOCH 2 - PROGRESS: at 26.18% examples, 543752 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:52,811 : INFO : EPOCH 2 - PROGRESS: at 26.32% examples, 543742 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:53,815 : INFO : EPOCH 2 - PROGRESS: at 26.46% examples, 543769 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:54,837 : INFO : EPOCH 2 - PROGRESS: at 26.60% examples, 543801 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:20:55,841 : INFO : EPOCH 2 - PROGRESS: at 26.74% examples, 543845 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:56,842 : INFO : EPOCH 2 - PROGRESS: at 26.88% examples, 543856 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:57,856 : INFO : EPOCH 2 - PROGRESS: at 27.02% examples, 543831 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:20:58,864 : INFO : EPOCH 2 - PROGRESS: at 27.15% examples, 543789 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:20:59,873 : INFO : EPOCH 2 - PROGRESS: at 27.29% examples, 543782 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:00,901 : INFO : EPOCH 2 - PROGRESS: at 27.43% examples, 543757 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:21:01,901 : INFO : EPOCH 2 - PROGRESS: at 27.57% examples, 543764 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:02,928 : INFO : EPOCH 2 - PROGRESS: at 27.71% examples, 543785 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:03,933 : INFO : EPOCH 2 - PROGRESS: at 27.85% examples, 543796 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:04,956 : INFO : EPOCH 2 - PROGRESS: at 27.99% examples, 543782 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:05,958 : INFO : EPOCH 2 - PROGRESS: at 28.13% examples, 543831 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:06,970 : INFO : EPOCH 2 - PROGRESS: at 28.27% examples, 543885 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:07,994 : INFO : EPOCH 2 - PROGRESS: at 28.42% examples, 543861 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:08,999 : INFO : EPOCH 2 - PROGRESS: at 28.56% examples, 543961 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:21:10,006 : INFO : EPOCH 2 - PROGRESS: at 28.70% examples, 543946 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:11,012 : INFO : EPOCH 2 - PROGRESS: at 28.84% examples, 543982 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:12,016 : INFO : EPOCH 2 - PROGRESS: at 28.98% examples, 543981 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:13,017 : INFO : EPOCH 2 - PROGRESS: at 29.12% examples, 544033 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:14,043 : INFO : EPOCH 2 - PROGRESS: at 29.26% examples, 544014 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:15,052 : INFO : EPOCH 2 - PROGRESS: at 29.40% examples, 544011 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:16,065 : INFO : EPOCH 2 - PROGRESS: at 29.54% examples, 544025 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:17,072 : INFO : EPOCH 2 - PROGRESS: at 29.68% examples, 544058 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:18,077 : INFO : EPOCH 2 - PROGRESS: at 29.82% examples, 544092 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:19,079 : INFO : EPOCH 2 - PROGRESS: at 29.96% examples, 544132 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:20,099 : INFO : EPOCH 2 - PROGRESS: at 30.10% examples, 544136 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:21:21,103 : INFO : EPOCH 2 - PROGRESS: at 30.24% examples, 544162 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:22,115 : INFO : EPOCH 2 - PROGRESS: at 30.37% examples, 544105 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:23,123 : INFO : EPOCH 2 - PROGRESS: at 30.52% examples, 544160 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:24,133 : INFO : EPOCH 2 - PROGRESS: at 30.66% examples, 544170 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:25,135 : INFO : EPOCH 2 - PROGRESS: at 30.80% examples, 544201 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:26,149 : INFO : EPOCH 2 - PROGRESS: at 30.94% examples, 544205 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:27,150 : INFO : EPOCH 2 - PROGRESS: at 31.07% examples, 544213 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:28,160 : INFO : EPOCH 2 - PROGRESS: at 31.21% examples, 544207 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:29,172 : INFO : EPOCH 2 - PROGRESS: at 31.35% examples, 544219 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:30,172 : INFO : EPOCH 2 - PROGRESS: at 31.49% examples, 544259 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:31,188 : INFO : EPOCH 2 - PROGRESS: at 31.63% examples, 544231 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:21:32,198 : INFO : EPOCH 2 - PROGRESS: at 31.77% examples, 544256 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:33,218 : INFO : EPOCH 2 - PROGRESS: at 31.91% examples, 544289 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:34,224 : INFO : EPOCH 2 - PROGRESS: at 32.05% examples, 544315 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:35,258 : INFO : EPOCH 2 - PROGRESS: at 32.20% examples, 544333 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:36,262 : INFO : EPOCH 2 - PROGRESS: at 32.34% examples, 544370 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:37,274 : INFO : EPOCH 2 - PROGRESS: at 32.48% examples, 544375 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:38,295 : INFO : EPOCH 2 - PROGRESS: at 32.62% examples, 544366 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:39,307 : INFO : EPOCH 2 - PROGRESS: at 32.76% examples, 544389 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:40,324 : INFO : EPOCH 2 - PROGRESS: at 32.90% examples, 544425 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:41,329 : INFO : EPOCH 2 - PROGRESS: at 33.04% examples, 544447 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:42,350 : INFO : EPOCH 2 - PROGRESS: at 33.18% examples, 544471 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:43,354 : INFO : EPOCH 2 - PROGRESS: at 33.32% examples, 544516 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:44,388 : INFO : EPOCH 2 - PROGRESS: at 33.46% examples, 544478 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:45,391 : INFO : EPOCH 2 - PROGRESS: at 33.60% examples, 544478 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:46,406 : INFO : EPOCH 2 - PROGRESS: at 33.74% examples, 544472 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:47,414 : INFO : EPOCH 2 - PROGRESS: at 33.88% examples, 544493 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:48,418 : INFO : EPOCH 2 - PROGRESS: at 34.02% examples, 544524 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:49,424 : INFO : EPOCH 2 - PROGRESS: at 34.16% examples, 544512 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:50,431 : INFO : EPOCH 2 - PROGRESS: at 34.30% examples, 544549 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:51,448 : INFO : EPOCH 2 - PROGRESS: at 34.45% examples, 544571 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:52,479 : INFO : EPOCH 2 - PROGRESS: at 34.59% examples, 544594 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:53,498 : INFO : EPOCH 2 - PROGRESS: at 34.73% examples, 544631 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:54,503 : INFO : EPOCH 2 - PROGRESS: at 34.87% examples, 544677 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:55,515 : INFO : EPOCH 2 - PROGRESS: at 35.02% examples, 544734 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:56,539 : INFO : EPOCH 2 - PROGRESS: at 35.16% examples, 544729 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:57,549 : INFO : EPOCH 2 - PROGRESS: at 35.30% examples, 544741 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:21:58,551 : INFO : EPOCH 2 - PROGRESS: at 35.44% examples, 544779 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:21:59,563 : INFO : EPOCH 2 - PROGRESS: at 35.58% examples, 544748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:00,566 : INFO : EPOCH 2 - PROGRESS: at 35.72% examples, 544723 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:22:01,568 : INFO : EPOCH 2 - PROGRESS: at 35.85% examples, 544666 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:02,580 : INFO : EPOCH 2 - PROGRESS: at 35.99% examples, 544637 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:03,589 : INFO : EPOCH 2 - PROGRESS: at 36.13% examples, 544618 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:22:04,596 : INFO : EPOCH 2 - PROGRESS: at 36.27% examples, 544608 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:05,605 : INFO : EPOCH 2 - PROGRESS: at 36.41% examples, 544634 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:06,625 : INFO : EPOCH 2 - PROGRESS: at 36.55% examples, 544616 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:22:07,630 : INFO : EPOCH 2 - PROGRESS: at 36.69% examples, 544631 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:08,649 : INFO : EPOCH 2 - PROGRESS: at 36.83% examples, 544594 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:09,655 : INFO : EPOCH 2 - PROGRESS: at 36.97% examples, 544575 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:10,662 : INFO : EPOCH 2 - PROGRESS: at 37.11% examples, 544586 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:22:11,673 : INFO : EPOCH 2 - PROGRESS: at 37.25% examples, 544563 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:22:12,692 : INFO : EPOCH 2 - PROGRESS: at 37.39% examples, 544566 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:13,692 : INFO : EPOCH 2 - PROGRESS: at 37.53% examples, 544555 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:14,719 : INFO : EPOCH 2 - PROGRESS: at 37.67% examples, 544533 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:15,727 : INFO : EPOCH 2 - PROGRESS: at 37.81% examples, 544541 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:16,729 : INFO : EPOCH 2 - PROGRESS: at 37.95% examples, 544592 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:17,731 : INFO : EPOCH 2 - PROGRESS: at 38.09% examples, 544579 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:18,747 : INFO : EPOCH 2 - PROGRESS: at 38.23% examples, 544566 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:19,751 : INFO : EPOCH 2 - PROGRESS: at 38.37% examples, 544577 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:20,760 : INFO : EPOCH 2 - PROGRESS: at 38.51% examples, 544581 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:21,766 : INFO : EPOCH 2 - PROGRESS: at 38.65% examples, 544595 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:22,768 : INFO : EPOCH 2 - PROGRESS: at 38.79% examples, 544559 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:22:23,779 : INFO : EPOCH 2 - PROGRESS: at 38.93% examples, 544567 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:24,783 : INFO : EPOCH 2 - PROGRESS: at 39.07% examples, 544590 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:25,785 : INFO : EPOCH 2 - PROGRESS: at 39.20% examples, 544586 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:26,801 : INFO : EPOCH 2 - PROGRESS: at 39.35% examples, 544603 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:22:27,812 : INFO : EPOCH 2 - PROGRESS: at 39.49% examples, 544630 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:28,820 : INFO : EPOCH 2 - PROGRESS: at 39.63% examples, 544668 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:29,824 : INFO : EPOCH 2 - PROGRESS: at 39.77% examples, 544662 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:30,827 : INFO : EPOCH 2 - PROGRESS: at 39.91% examples, 544704 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:31,848 : INFO : EPOCH 2 - PROGRESS: at 40.05% examples, 544708 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:32,868 : INFO : EPOCH 2 - PROGRESS: at 40.19% examples, 544689 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:33,875 : INFO : EPOCH 2 - PROGRESS: at 40.33% examples, 544696 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:22:34,888 : INFO : EPOCH 2 - PROGRESS: at 40.48% examples, 544711 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:35,891 : INFO : EPOCH 2 - PROGRESS: at 40.62% examples, 544771 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:36,910 : INFO : EPOCH 2 - PROGRESS: at 40.76% examples, 544778 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:37,933 : INFO : EPOCH 2 - PROGRESS: at 40.90% examples, 544776 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:22:38,941 : INFO : EPOCH 2 - PROGRESS: at 41.04% examples, 544805 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:22:39,947 : INFO : EPOCH 2 - PROGRESS: at 41.19% examples, 544836 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:40,954 : INFO : EPOCH 2 - PROGRESS: at 41.33% examples, 544842 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:41,965 : INFO : EPOCH 2 - PROGRESS: at 41.47% examples, 544872 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:42,971 : INFO : EPOCH 2 - PROGRESS: at 41.61% examples, 544912 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:43,978 : INFO : EPOCH 2 - PROGRESS: at 41.75% examples, 544896 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:44,997 : INFO : EPOCH 2 - PROGRESS: at 41.89% examples, 544911 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:45,998 : INFO : EPOCH 2 - PROGRESS: at 42.03% examples, 544941 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:47,005 : INFO : EPOCH 2 - PROGRESS: at 42.17% examples, 544952 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:48,010 : INFO : EPOCH 2 - PROGRESS: at 42.31% examples, 544940 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:49,014 : INFO : EPOCH 2 - PROGRESS: at 42.45% examples, 544957 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:22:50,019 : INFO : EPOCH 2 - PROGRESS: at 42.59% examples, 544981 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:51,021 : INFO : EPOCH 2 - PROGRESS: at 42.73% examples, 545025 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:52,038 : INFO : EPOCH 2 - PROGRESS: at 42.87% examples, 545039 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:53,054 : INFO : EPOCH 2 - PROGRESS: at 43.02% examples, 545079 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:54,061 : INFO : EPOCH 2 - PROGRESS: at 43.16% examples, 545096 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:55,083 : INFO : EPOCH 2 - PROGRESS: at 43.30% examples, 545102 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:22:56,094 : INFO : EPOCH 2 - PROGRESS: at 43.44% examples, 545158 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:22:57,115 : INFO : EPOCH 2 - PROGRESS: at 43.59% examples, 545192 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:58,120 : INFO : EPOCH 2 - PROGRESS: at 43.73% examples, 545232 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:22:59,127 : INFO : EPOCH 2 - PROGRESS: at 43.87% examples, 545275 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:00,143 : INFO : EPOCH 2 - PROGRESS: at 44.02% examples, 545329 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:01,152 : INFO : EPOCH 2 - PROGRESS: at 44.16% examples, 545363 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:02,157 : INFO : EPOCH 2 - PROGRESS: at 44.30% examples, 545383 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:03,174 : INFO : EPOCH 2 - PROGRESS: at 44.44% examples, 545364 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:23:04,181 : INFO : EPOCH 2 - PROGRESS: at 44.58% examples, 545357 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:05,195 : INFO : EPOCH 2 - PROGRESS: at 44.72% examples, 545365 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:06,212 : INFO : EPOCH 2 - PROGRESS: at 44.85% examples, 545349 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:07,226 : INFO : EPOCH 2 - PROGRESS: at 44.99% examples, 545330 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:08,228 : INFO : EPOCH 2 - PROGRESS: at 45.13% examples, 545281 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:23:09,240 : INFO : EPOCH 2 - PROGRESS: at 45.27% examples, 545266 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:10,242 : INFO : EPOCH 2 - PROGRESS: at 45.40% examples, 545274 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:23:11,279 : INFO : EPOCH 2 - PROGRESS: at 45.55% examples, 545262 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:23:12,284 : INFO : EPOCH 2 - PROGRESS: at 45.69% examples, 545275 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:23:13,290 : INFO : EPOCH 2 - PROGRESS: at 45.83% examples, 545318 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:14,316 : INFO : EPOCH 2 - PROGRESS: at 45.97% examples, 545318 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:23:15,319 : INFO : EPOCH 2 - PROGRESS: at 46.11% examples, 545361 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:16,327 : INFO : EPOCH 2 - PROGRESS: at 46.25% examples, 545349 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:17,336 : INFO : EPOCH 2 - PROGRESS: at 46.39% examples, 545372 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:18,339 : INFO : EPOCH 2 - PROGRESS: at 46.53% examples, 545404 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:19,348 : INFO : EPOCH 2 - PROGRESS: at 46.67% examples, 545415 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:20,353 : INFO : EPOCH 2 - PROGRESS: at 46.82% examples, 545474 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:21,357 : INFO : EPOCH 2 - PROGRESS: at 46.96% examples, 545474 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:22,362 : INFO : EPOCH 2 - PROGRESS: at 47.10% examples, 545491 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:23,364 : INFO : EPOCH 2 - PROGRESS: at 47.24% examples, 545530 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:24,375 : INFO : EPOCH 2 - PROGRESS: at 47.38% examples, 545537 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:25,380 : INFO : EPOCH 2 - PROGRESS: at 47.52% examples, 545531 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:26,387 : INFO : EPOCH 2 - PROGRESS: at 47.66% examples, 545547 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:27,398 : INFO : EPOCH 2 - PROGRESS: at 47.80% examples, 545555 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:28,415 : INFO : EPOCH 2 - PROGRESS: at 47.94% examples, 545566 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:29,435 : INFO : EPOCH 2 - PROGRESS: at 48.08% examples, 545574 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:30,444 : INFO : EPOCH 2 - PROGRESS: at 48.22% examples, 545582 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:23:31,453 : INFO : EPOCH 2 - PROGRESS: at 48.36% examples, 545592 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:23:32,457 : INFO : EPOCH 2 - PROGRESS: at 48.50% examples, 545629 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:33,460 : INFO : EPOCH 2 - PROGRESS: at 48.64% examples, 545647 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:34,465 : INFO : EPOCH 2 - PROGRESS: at 48.78% examples, 545658 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:23:35,468 : INFO : EPOCH 2 - PROGRESS: at 48.93% examples, 545688 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:36,475 : INFO : EPOCH 2 - PROGRESS: at 49.07% examples, 545713 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:23:37,476 : INFO : EPOCH 2 - PROGRESS: at 49.21% examples, 545729 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:38,486 : INFO : EPOCH 2 - PROGRESS: at 49.35% examples, 545751 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:23:39,501 : INFO : EPOCH 2 - PROGRESS: at 49.49% examples, 545768 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:23:40,513 : INFO : EPOCH 2 - PROGRESS: at 49.64% examples, 545805 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:41,516 : INFO : EPOCH 2 - PROGRESS: at 49.78% examples, 545826 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:42,532 : INFO : EPOCH 2 - PROGRESS: at 49.92% examples, 545854 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:43,542 : INFO : EPOCH 2 - PROGRESS: at 50.06% examples, 545871 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:23:44,562 : INFO : EPOCH 2 - PROGRESS: at 50.21% examples, 545901 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:45,563 : INFO : EPOCH 2 - PROGRESS: at 50.34% examples, 545896 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:23:46,577 : INFO : EPOCH 2 - PROGRESS: at 50.48% examples, 545888 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:23:47,580 : INFO : EPOCH 2 - PROGRESS: at 50.62% examples, 545905 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:48,594 : INFO : EPOCH 2 - PROGRESS: at 50.76% examples, 545888 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:49,600 : INFO : EPOCH 2 - PROGRESS: at 50.91% examples, 545921 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:50,613 : INFO : EPOCH 2 - PROGRESS: at 51.05% examples, 545931 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:51,622 : INFO : EPOCH 2 - PROGRESS: at 51.18% examples, 545921 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:52,648 : INFO : EPOCH 2 - PROGRESS: at 51.33% examples, 545945 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:23:53,657 : INFO : EPOCH 2 - PROGRESS: at 51.47% examples, 545974 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:54,669 : INFO : EPOCH 2 - PROGRESS: at 51.61% examples, 545961 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:23:55,680 : INFO : EPOCH 2 - PROGRESS: at 51.75% examples, 545981 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:56,687 : INFO : EPOCH 2 - PROGRESS: at 51.89% examples, 545976 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:23:57,697 : INFO : EPOCH 2 - PROGRESS: at 52.03% examples, 546006 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:23:58,716 : INFO : EPOCH 2 - PROGRESS: at 52.17% examples, 545984 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:23:59,720 : INFO : EPOCH 2 - PROGRESS: at 52.31% examples, 546003 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:00,722 : INFO : EPOCH 2 - PROGRESS: at 52.45% examples, 546020 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:01,728 : INFO : EPOCH 2 - PROGRESS: at 52.59% examples, 546001 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:02,728 : INFO : EPOCH 2 - PROGRESS: at 52.73% examples, 546041 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:03,729 : INFO : EPOCH 2 - PROGRESS: at 52.87% examples, 546068 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:04,742 : INFO : EPOCH 2 - PROGRESS: at 53.01% examples, 546090 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:24:05,759 : INFO : EPOCH 2 - PROGRESS: at 53.15% examples, 546115 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:06,777 : INFO : EPOCH 2 - PROGRESS: at 53.30% examples, 546132 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:24:07,782 : INFO : EPOCH 2 - PROGRESS: at 53.44% examples, 546167 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:08,782 : INFO : EPOCH 2 - PROGRESS: at 53.58% examples, 546188 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:09,786 : INFO : EPOCH 2 - PROGRESS: at 53.72% examples, 546206 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:10,791 : INFO : EPOCH 2 - PROGRESS: at 53.86% examples, 546224 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:11,807 : INFO : EPOCH 2 - PROGRESS: at 54.00% examples, 546204 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:24:12,815 : INFO : EPOCH 2 - PROGRESS: at 54.14% examples, 546269 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:13,821 : INFO : EPOCH 2 - PROGRESS: at 54.28% examples, 546279 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:14,841 : INFO : EPOCH 2 - PROGRESS: at 54.43% examples, 546305 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:15,850 : INFO : EPOCH 2 - PROGRESS: at 54.57% examples, 546332 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:16,856 : INFO : EPOCH 2 - PROGRESS: at 54.71% examples, 546340 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:17,862 : INFO : EPOCH 2 - PROGRESS: at 54.85% examples, 546349 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:18,872 : INFO : EPOCH 2 - PROGRESS: at 54.99% examples, 546339 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:24:19,889 : INFO : EPOCH 2 - PROGRESS: at 55.13% examples, 546352 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:24:20,890 : INFO : EPOCH 2 - PROGRESS: at 55.27% examples, 546403 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:21,913 : INFO : EPOCH 2 - PROGRESS: at 55.42% examples, 546405 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:24:22,916 : INFO : EPOCH 2 - PROGRESS: at 55.56% examples, 546434 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:23,931 : INFO : EPOCH 2 - PROGRESS: at 55.70% examples, 546443 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:24,936 : INFO : EPOCH 2 - PROGRESS: at 55.84% examples, 546452 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:24:25,941 : INFO : EPOCH 2 - PROGRESS: at 55.98% examples, 546463 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:24:26,946 : INFO : EPOCH 2 - PROGRESS: at 56.12% examples, 546507 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:27,960 : INFO : EPOCH 2 - PROGRESS: at 56.26% examples, 546506 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:28,966 : INFO : EPOCH 2 - PROGRESS: at 56.41% examples, 546531 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:29,986 : INFO : EPOCH 2 - PROGRESS: at 56.55% examples, 546540 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:31,010 : INFO : EPOCH 2 - PROGRESS: at 56.69% examples, 546575 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:32,038 : INFO : EPOCH 2 - PROGRESS: at 56.84% examples, 546592 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:33,044 : INFO : EPOCH 2 - PROGRESS: at 56.98% examples, 546634 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:34,051 : INFO : EPOCH 2 - PROGRESS: at 57.12% examples, 546659 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:35,055 : INFO : EPOCH 2 - PROGRESS: at 57.26% examples, 546662 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:36,056 : INFO : EPOCH 2 - PROGRESS: at 57.40% examples, 546678 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:37,062 : INFO : EPOCH 2 - PROGRESS: at 57.55% examples, 546707 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:38,070 : INFO : EPOCH 2 - PROGRESS: at 57.69% examples, 546705 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:39,088 : INFO : EPOCH 2 - PROGRESS: at 57.83% examples, 546724 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:40,089 : INFO : EPOCH 2 - PROGRESS: at 57.97% examples, 546750 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:41,095 : INFO : EPOCH 2 - PROGRESS: at 58.12% examples, 546792 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:42,113 : INFO : EPOCH 2 - PROGRESS: at 58.26% examples, 546798 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:43,115 : INFO : EPOCH 2 - PROGRESS: at 58.40% examples, 546823 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:44,151 : INFO : EPOCH 2 - PROGRESS: at 58.54% examples, 546827 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:24:45,155 : INFO : EPOCH 2 - PROGRESS: at 58.69% examples, 546873 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:46,166 : INFO : EPOCH 2 - PROGRESS: at 58.83% examples, 546871 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:24:47,198 : INFO : EPOCH 2 - PROGRESS: at 58.97% examples, 546881 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:24:48,212 : INFO : EPOCH 2 - PROGRESS: at 59.11% examples, 546915 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:49,220 : INFO : EPOCH 2 - PROGRESS: at 59.26% examples, 546957 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:50,224 : INFO : EPOCH 2 - PROGRESS: at 59.40% examples, 546972 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:24:51,230 : INFO : EPOCH 2 - PROGRESS: at 59.54% examples, 547012 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:52,237 : INFO : EPOCH 2 - PROGRESS: at 59.68% examples, 547041 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:53,240 : INFO : EPOCH 2 - PROGRESS: at 59.82% examples, 547052 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:24:54,240 : INFO : EPOCH 2 - PROGRESS: at 59.97% examples, 547087 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:55,248 : INFO : EPOCH 2 - PROGRESS: at 60.11% examples, 547113 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:56,256 : INFO : EPOCH 2 - PROGRESS: at 60.25% examples, 547134 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:57,269 : INFO : EPOCH 2 - PROGRESS: at 60.39% examples, 547151 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:58,285 : INFO : EPOCH 2 - PROGRESS: at 60.54% examples, 547166 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:24:59,286 : INFO : EPOCH 2 - PROGRESS: at 60.68% examples, 547211 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:00,298 : INFO : EPOCH 2 - PROGRESS: at 60.82% examples, 547213 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:01,305 : INFO : EPOCH 2 - PROGRESS: at 60.96% examples, 547240 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:02,310 : INFO : EPOCH 2 - PROGRESS: at 61.10% examples, 547237 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:03,310 : INFO : EPOCH 2 - PROGRESS: at 61.24% examples, 547236 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:04,312 : INFO : EPOCH 2 - PROGRESS: at 61.38% examples, 547247 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:05,313 : INFO : EPOCH 2 - PROGRESS: at 61.52% examples, 547265 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:25:06,339 : INFO : EPOCH 2 - PROGRESS: at 61.66% examples, 547282 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:25:07,348 : INFO : EPOCH 2 - PROGRESS: at 61.80% examples, 547295 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:08,364 : INFO : EPOCH 2 - PROGRESS: at 61.94% examples, 547306 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:25:09,366 : INFO : EPOCH 2 - PROGRESS: at 62.09% examples, 547336 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:10,375 : INFO : EPOCH 2 - PROGRESS: at 62.23% examples, 547341 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:11,385 : INFO : EPOCH 2 - PROGRESS: at 62.37% examples, 547356 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:12,390 : INFO : EPOCH 2 - PROGRESS: at 62.51% examples, 547380 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:13,396 : INFO : EPOCH 2 - PROGRESS: at 62.65% examples, 547387 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:14,404 : INFO : EPOCH 2 - PROGRESS: at 62.79% examples, 547404 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:15,411 : INFO : EPOCH 2 - PROGRESS: at 62.93% examples, 547429 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:16,432 : INFO : EPOCH 2 - PROGRESS: at 63.08% examples, 547436 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:25:17,441 : INFO : EPOCH 2 - PROGRESS: at 63.22% examples, 547458 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:18,468 : INFO : EPOCH 2 - PROGRESS: at 63.36% examples, 547474 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:25:19,485 : INFO : EPOCH 2 - PROGRESS: at 63.51% examples, 547501 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:20,512 : INFO : EPOCH 2 - PROGRESS: at 63.65% examples, 547485 words/s, in_qsize 6, out_qsize 2\n2018-06-23 14:25:21,517 : INFO : EPOCH 2 - PROGRESS: at 63.79% examples, 547513 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:22,544 : INFO : EPOCH 2 - PROGRESS: at 63.93% examples, 547490 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:23,546 : INFO : EPOCH 2 - PROGRESS: at 64.07% examples, 547513 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:24,553 : INFO : EPOCH 2 - PROGRESS: at 64.21% examples, 547504 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:25,563 : INFO : EPOCH 2 - PROGRESS: at 64.35% examples, 547491 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:26,565 : INFO : EPOCH 2 - PROGRESS: at 64.49% examples, 547486 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:27,567 : INFO : EPOCH 2 - PROGRESS: at 64.63% examples, 547512 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:28,597 : INFO : EPOCH 2 - PROGRESS: at 64.77% examples, 547481 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:29,626 : INFO : EPOCH 2 - PROGRESS: at 64.91% examples, 547490 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:30,642 : INFO : EPOCH 2 - PROGRESS: at 65.05% examples, 547509 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:31,649 : INFO : EPOCH 2 - PROGRESS: at 65.20% examples, 547526 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:32,676 : INFO : EPOCH 2 - PROGRESS: at 65.34% examples, 547540 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:25:33,699 : INFO : EPOCH 2 - PROGRESS: at 65.48% examples, 547539 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:34,725 : INFO : EPOCH 2 - PROGRESS: at 65.62% examples, 547536 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:35,727 : INFO : EPOCH 2 - PROGRESS: at 65.76% examples, 547548 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:36,735 : INFO : EPOCH 2 - PROGRESS: at 65.91% examples, 547564 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:37,740 : INFO : EPOCH 2 - PROGRESS: at 66.05% examples, 547577 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:38,749 : INFO : EPOCH 2 - PROGRESS: at 66.19% examples, 547589 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:39,774 : INFO : EPOCH 2 - PROGRESS: at 66.34% examples, 547614 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:25:40,792 : INFO : EPOCH 2 - PROGRESS: at 66.48% examples, 547645 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:41,794 : INFO : EPOCH 2 - PROGRESS: at 66.63% examples, 547681 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:42,807 : INFO : EPOCH 2 - PROGRESS: at 66.77% examples, 547693 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:43,814 : INFO : EPOCH 2 - PROGRESS: at 66.91% examples, 547725 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:44,819 : INFO : EPOCH 2 - PROGRESS: at 67.05% examples, 547742 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:45,847 : INFO : EPOCH 2 - PROGRESS: at 67.20% examples, 547733 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:46,866 : INFO : EPOCH 2 - PROGRESS: at 67.34% examples, 547765 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:47,869 : INFO : EPOCH 2 - PROGRESS: at 67.48% examples, 547787 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:48,870 : INFO : EPOCH 2 - PROGRESS: at 67.62% examples, 547815 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:49,878 : INFO : EPOCH 2 - PROGRESS: at 67.76% examples, 547814 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:50,885 : INFO : EPOCH 2 - PROGRESS: at 67.91% examples, 547827 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:51,892 : INFO : EPOCH 2 - PROGRESS: at 68.05% examples, 547832 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:52,900 : INFO : EPOCH 2 - PROGRESS: at 68.19% examples, 547851 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:53,912 : INFO : EPOCH 2 - PROGRESS: at 68.33% examples, 547862 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:54,943 : INFO : EPOCH 2 - PROGRESS: at 68.48% examples, 547878 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:25:55,945 : INFO : EPOCH 2 - PROGRESS: at 68.62% examples, 547898 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:56,963 : INFO : EPOCH 2 - PROGRESS: at 68.76% examples, 547903 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:57,967 : INFO : EPOCH 2 - PROGRESS: at 68.90% examples, 547925 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:25:58,985 : INFO : EPOCH 2 - PROGRESS: at 69.05% examples, 547943 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:25:59,997 : INFO : EPOCH 2 - PROGRESS: at 69.19% examples, 547957 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:26:01,001 : INFO : EPOCH 2 - PROGRESS: at 69.33% examples, 547966 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:02,018 : INFO : EPOCH 2 - PROGRESS: at 69.47% examples, 547955 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:26:03,035 : INFO : EPOCH 2 - PROGRESS: at 69.61% examples, 547957 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:04,049 : INFO : EPOCH 2 - PROGRESS: at 69.75% examples, 547966 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:26:05,052 : INFO : EPOCH 2 - PROGRESS: at 69.89% examples, 547996 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:06,056 : INFO : EPOCH 2 - PROGRESS: at 70.03% examples, 547994 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:26:07,063 : INFO : EPOCH 2 - PROGRESS: at 70.18% examples, 548035 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:08,065 : INFO : EPOCH 2 - PROGRESS: at 70.32% examples, 548048 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:09,068 : INFO : EPOCH 2 - PROGRESS: at 70.46% examples, 548069 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:10,073 : INFO : EPOCH 2 - PROGRESS: at 70.60% examples, 548074 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:11,087 : INFO : EPOCH 2 - PROGRESS: at 70.74% examples, 548083 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:12,092 : INFO : EPOCH 2 - PROGRESS: at 70.88% examples, 548108 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:13,104 : INFO : EPOCH 2 - PROGRESS: at 71.02% examples, 548112 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:14,105 : INFO : EPOCH 2 - PROGRESS: at 71.17% examples, 548159 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:15,113 : INFO : EPOCH 2 - PROGRESS: at 71.31% examples, 548162 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:16,133 : INFO : EPOCH 2 - PROGRESS: at 71.45% examples, 548181 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:17,133 : INFO : EPOCH 2 - PROGRESS: at 71.59% examples, 548196 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:18,146 : INFO : EPOCH 2 - PROGRESS: at 71.73% examples, 548215 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:19,166 : INFO : EPOCH 2 - PROGRESS: at 71.88% examples, 548227 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:26:20,168 : INFO : EPOCH 2 - PROGRESS: at 72.02% examples, 548240 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:26:21,174 : INFO : EPOCH 2 - PROGRESS: at 72.16% examples, 548274 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:22,187 : INFO : EPOCH 2 - PROGRESS: at 72.30% examples, 548291 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:23,195 : INFO : EPOCH 2 - PROGRESS: at 72.45% examples, 548310 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:24,200 : INFO : EPOCH 2 - PROGRESS: at 72.59% examples, 548334 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:25,204 : INFO : EPOCH 2 - PROGRESS: at 72.73% examples, 548362 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:26,208 : INFO : EPOCH 2 - PROGRESS: at 72.87% examples, 548399 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:27,217 : INFO : EPOCH 2 - PROGRESS: at 73.01% examples, 548406 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:28,221 : INFO : EPOCH 2 - PROGRESS: at 73.16% examples, 548426 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:29,228 : INFO : EPOCH 2 - PROGRESS: at 73.30% examples, 548453 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:30,233 : INFO : EPOCH 2 - PROGRESS: at 73.44% examples, 548474 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:31,251 : INFO : EPOCH 2 - PROGRESS: at 73.58% examples, 548482 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:32,253 : INFO : EPOCH 2 - PROGRESS: at 73.73% examples, 548522 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:33,261 : INFO : EPOCH 2 - PROGRESS: at 73.87% examples, 548524 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:34,269 : INFO : EPOCH 2 - PROGRESS: at 74.01% examples, 548544 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:35,271 : INFO : EPOCH 2 - PROGRESS: at 74.15% examples, 548581 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:36,291 : INFO : EPOCH 2 - PROGRESS: at 74.29% examples, 548572 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:37,294 : INFO : EPOCH 2 - PROGRESS: at 74.43% examples, 548595 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:38,315 : INFO : EPOCH 2 - PROGRESS: at 74.58% examples, 548599 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:39,318 : INFO : EPOCH 2 - PROGRESS: at 74.72% examples, 548609 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:40,347 : INFO : EPOCH 2 - PROGRESS: at 74.86% examples, 548609 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:26:41,386 : INFO : EPOCH 2 - PROGRESS: at 75.00% examples, 548622 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:26:42,386 : INFO : EPOCH 2 - PROGRESS: at 75.15% examples, 548660 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:43,390 : INFO : EPOCH 2 - PROGRESS: at 75.29% examples, 548670 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:44,410 : INFO : EPOCH 2 - PROGRESS: at 75.43% examples, 548662 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:26:45,413 : INFO : EPOCH 2 - PROGRESS: at 75.57% examples, 548681 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:46,423 : INFO : EPOCH 2 - PROGRESS: at 75.71% examples, 548686 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:47,423 : INFO : EPOCH 2 - PROGRESS: at 75.85% examples, 548711 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:48,427 : INFO : EPOCH 2 - PROGRESS: at 75.99% examples, 548718 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:49,449 : INFO : EPOCH 2 - PROGRESS: at 76.14% examples, 548735 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:50,450 : INFO : EPOCH 2 - PROGRESS: at 76.28% examples, 548746 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:51,455 : INFO : EPOCH 2 - PROGRESS: at 76.41% examples, 548737 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:52,468 : INFO : EPOCH 2 - PROGRESS: at 76.56% examples, 548750 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:53,470 : INFO : EPOCH 2 - PROGRESS: at 76.70% examples, 548772 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:54,490 : INFO : EPOCH 2 - PROGRESS: at 76.84% examples, 548775 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:26:55,504 : INFO : EPOCH 2 - PROGRESS: at 76.98% examples, 548799 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:56,510 : INFO : EPOCH 2 - PROGRESS: at 77.12% examples, 548804 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:57,513 : INFO : EPOCH 2 - PROGRESS: at 77.26% examples, 548818 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:26:58,528 : INFO : EPOCH 2 - PROGRESS: at 77.41% examples, 548847 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:26:59,551 : INFO : EPOCH 2 - PROGRESS: at 77.55% examples, 548844 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:27:00,580 : INFO : EPOCH 2 - PROGRESS: at 77.70% examples, 548844 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:27:01,590 : INFO : EPOCH 2 - PROGRESS: at 77.84% examples, 548852 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:02,595 : INFO : EPOCH 2 - PROGRESS: at 77.98% examples, 548848 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:27:03,622 : INFO : EPOCH 2 - PROGRESS: at 78.12% examples, 548856 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:27:04,624 : INFO : EPOCH 2 - PROGRESS: at 78.26% examples, 548861 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:27:05,636 : INFO : EPOCH 2 - PROGRESS: at 78.40% examples, 548869 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:06,641 : INFO : EPOCH 2 - PROGRESS: at 78.55% examples, 548882 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:07,645 : INFO : EPOCH 2 - PROGRESS: at 78.69% examples, 548900 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:08,651 : INFO : EPOCH 2 - PROGRESS: at 78.83% examples, 548913 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:09,670 : INFO : EPOCH 2 - PROGRESS: at 78.97% examples, 548915 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:10,688 : INFO : EPOCH 2 - PROGRESS: at 79.12% examples, 548925 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:11,696 : INFO : EPOCH 2 - PROGRESS: at 79.26% examples, 548948 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:12,703 : INFO : EPOCH 2 - PROGRESS: at 79.40% examples, 548948 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:13,707 : INFO : EPOCH 2 - PROGRESS: at 79.54% examples, 548963 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:14,715 : INFO : EPOCH 2 - PROGRESS: at 79.68% examples, 548938 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:15,722 : INFO : EPOCH 2 - PROGRESS: at 79.82% examples, 548958 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:16,727 : INFO : EPOCH 2 - PROGRESS: at 79.96% examples, 548957 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:17,733 : INFO : EPOCH 2 - PROGRESS: at 80.11% examples, 548973 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:27:18,738 : INFO : EPOCH 2 - PROGRESS: at 80.25% examples, 548975 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:19,740 : INFO : EPOCH 2 - PROGRESS: at 80.39% examples, 548982 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:27:20,767 : INFO : EPOCH 2 - PROGRESS: at 80.53% examples, 548988 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:27:21,774 : INFO : EPOCH 2 - PROGRESS: at 80.67% examples, 549010 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:22,779 : INFO : EPOCH 2 - PROGRESS: at 80.82% examples, 549029 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:23,799 : INFO : EPOCH 2 - PROGRESS: at 80.96% examples, 549039 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:24,825 : INFO : EPOCH 2 - PROGRESS: at 81.11% examples, 549057 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:25,850 : INFO : EPOCH 2 - PROGRESS: at 81.25% examples, 549063 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:26,854 : INFO : EPOCH 2 - PROGRESS: at 81.39% examples, 549092 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:27,868 : INFO : EPOCH 2 - PROGRESS: at 81.54% examples, 549109 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:28,869 : INFO : EPOCH 2 - PROGRESS: at 81.68% examples, 549141 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:29,894 : INFO : EPOCH 2 - PROGRESS: at 81.83% examples, 549150 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:27:30,910 : INFO : EPOCH 2 - PROGRESS: at 81.97% examples, 549162 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:31,919 : INFO : EPOCH 2 - PROGRESS: at 82.11% examples, 549175 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:32,928 : INFO : EPOCH 2 - PROGRESS: at 82.25% examples, 549185 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:33,932 : INFO : EPOCH 2 - PROGRESS: at 82.39% examples, 549200 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:34,946 : INFO : EPOCH 2 - PROGRESS: at 82.54% examples, 549206 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:35,953 : INFO : EPOCH 2 - PROGRESS: at 82.68% examples, 549230 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:36,956 : INFO : EPOCH 2 - PROGRESS: at 82.82% examples, 549219 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:37,961 : INFO : EPOCH 2 - PROGRESS: at 82.96% examples, 549244 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:38,972 : INFO : EPOCH 2 - PROGRESS: at 83.10% examples, 549243 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:27:39,987 : INFO : EPOCH 2 - PROGRESS: at 83.25% examples, 549255 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:27:41,005 : INFO : EPOCH 2 - PROGRESS: at 83.39% examples, 549267 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:42,009 : INFO : EPOCH 2 - PROGRESS: at 83.53% examples, 549288 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:27:43,016 : INFO : EPOCH 2 - PROGRESS: at 83.67% examples, 549301 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:44,031 : INFO : EPOCH 2 - PROGRESS: at 83.82% examples, 549305 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:27:45,047 : INFO : EPOCH 2 - PROGRESS: at 83.96% examples, 549308 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:46,048 : INFO : EPOCH 2 - PROGRESS: at 84.10% examples, 549326 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:47,070 : INFO : EPOCH 2 - PROGRESS: at 84.24% examples, 549331 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:48,074 : INFO : EPOCH 2 - PROGRESS: at 84.39% examples, 549342 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:27:49,077 : INFO : EPOCH 2 - PROGRESS: at 84.53% examples, 549368 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:50,094 : INFO : EPOCH 2 - PROGRESS: at 84.67% examples, 549355 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:27:51,103 : INFO : EPOCH 2 - PROGRESS: at 84.81% examples, 549372 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:52,118 : INFO : EPOCH 2 - PROGRESS: at 84.96% examples, 549395 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:53,122 : INFO : EPOCH 2 - PROGRESS: at 85.10% examples, 549392 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:54,127 : INFO : EPOCH 2 - PROGRESS: at 85.24% examples, 549399 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:55,131 : INFO : EPOCH 2 - PROGRESS: at 85.38% examples, 549408 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:56,132 : INFO : EPOCH 2 - PROGRESS: at 85.53% examples, 549425 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:57,134 : INFO : EPOCH 2 - PROGRESS: at 85.67% examples, 549435 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:58,142 : INFO : EPOCH 2 - PROGRESS: at 85.81% examples, 549450 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:27:59,156 : INFO : EPOCH 2 - PROGRESS: at 85.95% examples, 549446 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:00,182 : INFO : EPOCH 2 - PROGRESS: at 86.10% examples, 549462 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:28:01,187 : INFO : EPOCH 2 - PROGRESS: at 86.24% examples, 549446 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:02,194 : INFO : EPOCH 2 - PROGRESS: at 86.38% examples, 549454 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:03,217 : INFO : EPOCH 2 - PROGRESS: at 86.52% examples, 549450 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:28:04,217 : INFO : EPOCH 2 - PROGRESS: at 86.66% examples, 549463 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:05,220 : INFO : EPOCH 2 - PROGRESS: at 86.80% examples, 549438 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:06,221 : INFO : EPOCH 2 - PROGRESS: at 86.94% examples, 549436 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:07,235 : INFO : EPOCH 2 - PROGRESS: at 87.08% examples, 549417 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:28:08,242 : INFO : EPOCH 2 - PROGRESS: at 87.22% examples, 549437 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:09,244 : INFO : EPOCH 2 - PROGRESS: at 87.36% examples, 549423 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:10,247 : INFO : EPOCH 2 - PROGRESS: at 87.50% examples, 549432 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:11,264 : INFO : EPOCH 2 - PROGRESS: at 87.64% examples, 549415 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:12,279 : INFO : EPOCH 2 - PROGRESS: at 87.79% examples, 549416 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:13,280 : INFO : EPOCH 2 - PROGRESS: at 87.93% examples, 549423 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:14,308 : INFO : EPOCH 2 - PROGRESS: at 88.07% examples, 549422 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:15,312 : INFO : EPOCH 2 - PROGRESS: at 88.21% examples, 549423 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:16,327 : INFO : EPOCH 2 - PROGRESS: at 88.35% examples, 549425 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:17,331 : INFO : EPOCH 2 - PROGRESS: at 88.50% examples, 549444 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:18,338 : INFO : EPOCH 2 - PROGRESS: at 88.63% examples, 549419 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:19,338 : INFO : EPOCH 2 - PROGRESS: at 88.77% examples, 549413 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:20,338 : INFO : EPOCH 2 - PROGRESS: at 88.91% examples, 549418 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:21,348 : INFO : EPOCH 2 - PROGRESS: at 89.05% examples, 549427 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:22,358 : INFO : EPOCH 2 - PROGRESS: at 89.20% examples, 549433 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:23,365 : INFO : EPOCH 2 - PROGRESS: at 89.34% examples, 549446 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:24,368 : INFO : EPOCH 2 - PROGRESS: at 89.48% examples, 549450 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:25,388 : INFO : EPOCH 2 - PROGRESS: at 89.62% examples, 549452 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:28:26,394 : INFO : EPOCH 2 - PROGRESS: at 89.76% examples, 549476 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:27,398 : INFO : EPOCH 2 - PROGRESS: at 89.91% examples, 549479 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:28,400 : INFO : EPOCH 2 - PROGRESS: at 90.04% examples, 549476 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:29,403 : INFO : EPOCH 2 - PROGRESS: at 90.18% examples, 549481 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:30,406 : INFO : EPOCH 2 - PROGRESS: at 90.33% examples, 549497 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:31,420 : INFO : EPOCH 2 - PROGRESS: at 90.47% examples, 549487 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:28:32,433 : INFO : EPOCH 2 - PROGRESS: at 90.61% examples, 549492 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:33,464 : INFO : EPOCH 2 - PROGRESS: at 90.75% examples, 549498 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:28:34,464 : INFO : EPOCH 2 - PROGRESS: at 90.90% examples, 549524 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:35,471 : INFO : EPOCH 2 - PROGRESS: at 91.04% examples, 549522 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:36,475 : INFO : EPOCH 2 - PROGRESS: at 91.18% examples, 549536 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:37,484 : INFO : EPOCH 2 - PROGRESS: at 91.32% examples, 549536 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:38,491 : INFO : EPOCH 2 - PROGRESS: at 91.46% examples, 549548 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:39,498 : INFO : EPOCH 2 - PROGRESS: at 91.60% examples, 549559 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:40,515 : INFO : EPOCH 2 - PROGRESS: at 91.75% examples, 549571 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:41,531 : INFO : EPOCH 2 - PROGRESS: at 91.89% examples, 549588 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:42,540 : INFO : EPOCH 2 - PROGRESS: at 92.03% examples, 549603 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:43,549 : INFO : EPOCH 2 - PROGRESS: at 92.17% examples, 549604 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:44,563 : INFO : EPOCH 2 - PROGRESS: at 92.32% examples, 549613 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:45,573 : INFO : EPOCH 2 - PROGRESS: at 92.46% examples, 549631 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:46,593 : INFO : EPOCH 2 - PROGRESS: at 92.60% examples, 549641 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:47,612 : INFO : EPOCH 2 - PROGRESS: at 92.75% examples, 549654 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:48,613 : INFO : EPOCH 2 - PROGRESS: at 92.89% examples, 549681 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:49,633 : INFO : EPOCH 2 - PROGRESS: at 93.03% examples, 549671 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:28:50,636 : INFO : EPOCH 2 - PROGRESS: at 93.17% examples, 549697 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:51,654 : INFO : EPOCH 2 - PROGRESS: at 93.32% examples, 549700 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:52,662 : INFO : EPOCH 2 - PROGRESS: at 93.46% examples, 549711 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:53,667 : INFO : EPOCH 2 - PROGRESS: at 93.60% examples, 549731 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:54,679 : INFO : EPOCH 2 - PROGRESS: at 93.74% examples, 549716 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:28:55,710 : INFO : EPOCH 2 - PROGRESS: at 93.89% examples, 549726 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:28:56,737 : INFO : EPOCH 2 - PROGRESS: at 94.03% examples, 549731 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:28:57,756 : INFO : EPOCH 2 - PROGRESS: at 94.17% examples, 549740 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:58,766 : INFO : EPOCH 2 - PROGRESS: at 94.32% examples, 549748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:28:59,787 : INFO : EPOCH 2 - PROGRESS: at 94.46% examples, 549745 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:00,798 : INFO : EPOCH 2 - PROGRESS: at 94.60% examples, 549743 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:01,798 : INFO : EPOCH 2 - PROGRESS: at 94.74% examples, 549748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:02,815 : INFO : EPOCH 2 - PROGRESS: at 94.88% examples, 549751 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:03,818 : INFO : EPOCH 2 - PROGRESS: at 95.02% examples, 549752 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:04,830 : INFO : EPOCH 2 - PROGRESS: at 95.16% examples, 549769 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:05,846 : INFO : EPOCH 2 - PROGRESS: at 95.30% examples, 549763 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:29:06,882 : INFO : EPOCH 2 - PROGRESS: at 95.45% examples, 549761 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:29:07,915 : INFO : EPOCH 2 - PROGRESS: at 95.59% examples, 549745 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:29:08,915 : INFO : EPOCH 2 - PROGRESS: at 95.73% examples, 549760 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:09,938 : INFO : EPOCH 2 - PROGRESS: at 95.87% examples, 549747 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:10,941 : INFO : EPOCH 2 - PROGRESS: at 96.01% examples, 549762 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:11,947 : INFO : EPOCH 2 - PROGRESS: at 96.16% examples, 549762 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:12,960 : INFO : EPOCH 2 - PROGRESS: at 96.30% examples, 549789 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:13,966 : INFO : EPOCH 2 - PROGRESS: at 96.44% examples, 549812 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:14,970 : INFO : EPOCH 2 - PROGRESS: at 96.58% examples, 549816 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:15,973 : INFO : EPOCH 2 - PROGRESS: at 96.73% examples, 549821 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:29:16,987 : INFO : EPOCH 2 - PROGRESS: at 96.87% examples, 549827 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:18,003 : INFO : EPOCH 2 - PROGRESS: at 97.01% examples, 549824 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:19,007 : INFO : EPOCH 2 - PROGRESS: at 97.15% examples, 549829 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:20,025 : INFO : EPOCH 2 - PROGRESS: at 97.29% examples, 549823 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:21,030 : INFO : EPOCH 2 - PROGRESS: at 97.43% examples, 549816 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:29:22,040 : INFO : EPOCH 2 - PROGRESS: at 97.57% examples, 549823 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:23,051 : INFO : EPOCH 2 - PROGRESS: at 97.71% examples, 549812 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:24,056 : INFO : EPOCH 2 - PROGRESS: at 97.85% examples, 549816 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:25,071 : INFO : EPOCH 2 - PROGRESS: at 97.99% examples, 549811 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:26,088 : INFO : EPOCH 2 - PROGRESS: at 98.13% examples, 549805 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:29:27,098 : INFO : EPOCH 2 - PROGRESS: at 98.27% examples, 549815 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:28,104 : INFO : EPOCH 2 - PROGRESS: at 98.41% examples, 549828 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:29,120 : INFO : EPOCH 2 - PROGRESS: at 98.55% examples, 549823 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:30,124 : INFO : EPOCH 2 - PROGRESS: at 98.69% examples, 549838 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:31,128 : INFO : EPOCH 2 - PROGRESS: at 98.83% examples, 549842 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:32,137 : INFO : EPOCH 2 - PROGRESS: at 98.98% examples, 549848 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:33,147 : INFO : EPOCH 2 - PROGRESS: at 99.12% examples, 549860 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:34,166 : INFO : EPOCH 2 - PROGRESS: at 99.26% examples, 549863 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:35,170 : INFO : EPOCH 2 - PROGRESS: at 99.40% examples, 549869 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:36,171 : INFO : EPOCH 2 - PROGRESS: at 99.54% examples, 549876 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:37,189 : INFO : EPOCH 2 - PROGRESS: at 99.68% examples, 549879 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:38,199 : INFO : EPOCH 2 - PROGRESS: at 99.82% examples, 549887 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:29:39,217 : INFO : EPOCH 2 - PROGRESS: at 99.97% examples, 549890 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:39,419 : INFO : worker thread finished; awaiting finish of 2 more threads\n2018-06-23 14:29:39,420 : INFO : worker thread finished; awaiting finish of 1 more threads\n2018-06-23 14:29:39,423 : INFO : worker thread finished; awaiting finish of 0 more threads\n2018-06-23 14:29:39,424 : INFO : EPOCH - 2 : training on 563354806 raw words (394461315 effective words) took 717.3s, 549913 effective words/s\n2018-06-23 14:29:40,434 : INFO : EPOCH 3 - PROGRESS: at 0.14% examples, 536683 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:41,435 : INFO : EPOCH 3 - PROGRESS: at 0.28% examples, 548702 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:29:42,451 : INFO : EPOCH 3 - PROGRESS: at 0.42% examples, 551564 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:43,458 : INFO : EPOCH 3 - PROGRESS: at 0.57% examples, 554688 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:44,465 : INFO : EPOCH 3 - PROGRESS: at 0.71% examples, 553783 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:29:45,465 : INFO : EPOCH 3 - PROGRESS: at 0.85% examples, 555915 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:46,478 : INFO : EPOCH 3 - PROGRESS: at 0.99% examples, 555574 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:47,489 : INFO : EPOCH 3 - PROGRESS: at 1.13% examples, 554332 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:29:48,494 : INFO : EPOCH 3 - PROGRESS: at 1.27% examples, 555025 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:29:49,509 : INFO : EPOCH 3 - PROGRESS: at 1.42% examples, 555006 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:50,530 : INFO : EPOCH 3 - PROGRESS: at 1.56% examples, 555641 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:51,541 : INFO : EPOCH 3 - PROGRESS: at 1.70% examples, 554868 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:29:52,557 : INFO : EPOCH 3 - PROGRESS: at 1.85% examples, 555632 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:29:53,561 : INFO : EPOCH 3 - PROGRESS: at 1.99% examples, 555180 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:54,572 : INFO : EPOCH 3 - PROGRESS: at 2.13% examples, 555325 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:29:55,577 : INFO : EPOCH 3 - PROGRESS: at 2.27% examples, 555397 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:56,585 : INFO : EPOCH 3 - PROGRESS: at 2.42% examples, 555663 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:57,593 : INFO : EPOCH 3 - PROGRESS: at 2.56% examples, 555718 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:58,603 : INFO : EPOCH 3 - PROGRESS: at 2.70% examples, 556008 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:29:59,612 : INFO : EPOCH 3 - PROGRESS: at 2.85% examples, 556445 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:00,634 : INFO : EPOCH 3 - PROGRESS: at 2.99% examples, 556196 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:01,636 : INFO : EPOCH 3 - PROGRESS: at 3.12% examples, 555395 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:02,639 : INFO : EPOCH 3 - PROGRESS: at 3.26% examples, 554968 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:03,640 : INFO : EPOCH 3 - PROGRESS: at 3.40% examples, 554600 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:30:04,649 : INFO : EPOCH 3 - PROGRESS: at 3.54% examples, 554691 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:05,653 : INFO : EPOCH 3 - PROGRESS: at 3.69% examples, 554835 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:06,665 : INFO : EPOCH 3 - PROGRESS: at 3.83% examples, 554662 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:07,671 : INFO : EPOCH 3 - PROGRESS: at 3.97% examples, 554352 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:08,691 : INFO : EPOCH 3 - PROGRESS: at 4.11% examples, 554256 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:09,708 : INFO : EPOCH 3 - PROGRESS: at 4.26% examples, 554483 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:10,711 : INFO : EPOCH 3 - PROGRESS: at 4.40% examples, 554317 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:11,714 : INFO : EPOCH 3 - PROGRESS: at 4.54% examples, 554076 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:12,738 : INFO : EPOCH 3 - PROGRESS: at 4.68% examples, 554017 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:13,744 : INFO : EPOCH 3 - PROGRESS: at 4.82% examples, 554133 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:14,760 : INFO : EPOCH 3 - PROGRESS: at 4.97% examples, 554069 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:30:15,767 : INFO : EPOCH 3 - PROGRESS: at 5.11% examples, 554159 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:16,778 : INFO : EPOCH 3 - PROGRESS: at 5.25% examples, 553897 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:17,779 : INFO : EPOCH 3 - PROGRESS: at 5.39% examples, 553628 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:18,781 : INFO : EPOCH 3 - PROGRESS: at 5.53% examples, 553299 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:19,784 : INFO : EPOCH 3 - PROGRESS: at 5.67% examples, 553167 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:20,798 : INFO : EPOCH 3 - PROGRESS: at 5.81% examples, 553005 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:21,803 : INFO : EPOCH 3 - PROGRESS: at 5.95% examples, 552887 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:22,804 : INFO : EPOCH 3 - PROGRESS: at 6.09% examples, 552930 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:23,807 : INFO : EPOCH 3 - PROGRESS: at 6.23% examples, 552880 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:24,814 : INFO : EPOCH 3 - PROGRESS: at 6.38% examples, 552907 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:25,824 : INFO : EPOCH 3 - PROGRESS: at 6.52% examples, 552760 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:26,830 : INFO : EPOCH 3 - PROGRESS: at 6.66% examples, 552748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:27,849 : INFO : EPOCH 3 - PROGRESS: at 6.80% examples, 552603 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:30:28,870 : INFO : EPOCH 3 - PROGRESS: at 6.94% examples, 552540 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:29,878 : INFO : EPOCH 3 - PROGRESS: at 7.09% examples, 552493 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:30,886 : INFO : EPOCH 3 - PROGRESS: at 7.23% examples, 552528 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:31,899 : INFO : EPOCH 3 - PROGRESS: at 7.37% examples, 552602 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:32,910 : INFO : EPOCH 3 - PROGRESS: at 7.52% examples, 552655 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:33,914 : INFO : EPOCH 3 - PROGRESS: at 7.66% examples, 552696 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:34,917 : INFO : EPOCH 3 - PROGRESS: at 7.80% examples, 552874 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:35,925 : INFO : EPOCH 3 - PROGRESS: at 7.94% examples, 552854 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:36,944 : INFO : EPOCH 3 - PROGRESS: at 8.08% examples, 552942 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:37,947 : INFO : EPOCH 3 - PROGRESS: at 8.22% examples, 552806 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:38,972 : INFO : EPOCH 3 - PROGRESS: at 8.37% examples, 552952 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:39,981 : INFO : EPOCH 3 - PROGRESS: at 8.51% examples, 553023 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:30:40,982 : INFO : EPOCH 3 - PROGRESS: at 8.65% examples, 553062 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:42,005 : INFO : EPOCH 3 - PROGRESS: at 8.79% examples, 553042 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:43,020 : INFO : EPOCH 3 - PROGRESS: at 8.93% examples, 553169 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:44,025 : INFO : EPOCH 3 - PROGRESS: at 9.08% examples, 553264 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:30:45,029 : INFO : EPOCH 3 - PROGRESS: at 9.22% examples, 553525 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:46,035 : INFO : EPOCH 3 - PROGRESS: at 9.36% examples, 553393 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:47,052 : INFO : EPOCH 3 - PROGRESS: at 9.50% examples, 553507 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:48,057 : INFO : EPOCH 3 - PROGRESS: at 9.65% examples, 553663 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:49,063 : INFO : EPOCH 3 - PROGRESS: at 9.79% examples, 553718 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:50,067 : INFO : EPOCH 3 - PROGRESS: at 9.93% examples, 553855 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:51,072 : INFO : EPOCH 3 - PROGRESS: at 10.07% examples, 553850 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:52,106 : INFO : EPOCH 3 - PROGRESS: at 10.21% examples, 553819 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:30:53,107 : INFO : EPOCH 3 - PROGRESS: at 10.36% examples, 554016 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:54,119 : INFO : EPOCH 3 - PROGRESS: at 10.50% examples, 553946 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:55,119 : INFO : EPOCH 3 - PROGRESS: at 10.64% examples, 554060 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:56,137 : INFO : EPOCH 3 - PROGRESS: at 10.78% examples, 553953 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:30:57,144 : INFO : EPOCH 3 - PROGRESS: at 10.92% examples, 554014 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:58,160 : INFO : EPOCH 3 - PROGRESS: at 11.06% examples, 554005 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:30:59,193 : INFO : EPOCH 3 - PROGRESS: at 11.21% examples, 553949 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:31:00,208 : INFO : EPOCH 3 - PROGRESS: at 11.35% examples, 554004 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:01,226 : INFO : EPOCH 3 - PROGRESS: at 11.49% examples, 553817 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:02,227 : INFO : EPOCH 3 - PROGRESS: at 11.63% examples, 553663 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:03,235 : INFO : EPOCH 3 - PROGRESS: at 11.77% examples, 553707 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:31:04,255 : INFO : EPOCH 3 - PROGRESS: at 11.92% examples, 553628 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:05,258 : INFO : EPOCH 3 - PROGRESS: at 12.06% examples, 553627 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:06,258 : INFO : EPOCH 3 - PROGRESS: at 12.20% examples, 553625 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:07,272 : INFO : EPOCH 3 - PROGRESS: at 12.34% examples, 553617 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:08,273 : INFO : EPOCH 3 - PROGRESS: at 12.48% examples, 553638 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:09,279 : INFO : EPOCH 3 - PROGRESS: at 12.62% examples, 553735 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:10,299 : INFO : EPOCH 3 - PROGRESS: at 12.77% examples, 553639 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:11,307 : INFO : EPOCH 3 - PROGRESS: at 12.91% examples, 553644 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:12,312 : INFO : EPOCH 3 - PROGRESS: at 13.05% examples, 553557 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:13,317 : INFO : EPOCH 3 - PROGRESS: at 13.19% examples, 553654 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:14,331 : INFO : EPOCH 3 - PROGRESS: at 13.33% examples, 553614 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:31:15,337 : INFO : EPOCH 3 - PROGRESS: at 13.47% examples, 553566 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:16,342 : INFO : EPOCH 3 - PROGRESS: at 13.62% examples, 553561 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:17,347 : INFO : EPOCH 3 - PROGRESS: at 13.75% examples, 553420 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:18,357 : INFO : EPOCH 3 - PROGRESS: at 13.90% examples, 553500 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:19,370 : INFO : EPOCH 3 - PROGRESS: at 14.04% examples, 553565 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:20,371 : INFO : EPOCH 3 - PROGRESS: at 14.19% examples, 553666 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:21,380 : INFO : EPOCH 3 - PROGRESS: at 14.33% examples, 553595 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:22,383 : INFO : EPOCH 3 - PROGRESS: at 14.47% examples, 553687 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:23,396 : INFO : EPOCH 3 - PROGRESS: at 14.61% examples, 553660 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:24,400 : INFO : EPOCH 3 - PROGRESS: at 14.75% examples, 553660 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:25,405 : INFO : EPOCH 3 - PROGRESS: at 14.90% examples, 553669 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:26,412 : INFO : EPOCH 3 - PROGRESS: at 15.04% examples, 553764 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:27,421 : INFO : EPOCH 3 - PROGRESS: at 15.18% examples, 553778 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:28,445 : INFO : EPOCH 3 - PROGRESS: at 15.33% examples, 553761 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:29,447 : INFO : EPOCH 3 - PROGRESS: at 15.47% examples, 553786 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:30,454 : INFO : EPOCH 3 - PROGRESS: at 15.61% examples, 553727 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:31,454 : INFO : EPOCH 3 - PROGRESS: at 15.75% examples, 553762 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:32,466 : INFO : EPOCH 3 - PROGRESS: at 15.89% examples, 553749 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:33,485 : INFO : EPOCH 3 - PROGRESS: at 16.04% examples, 553770 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:34,487 : INFO : EPOCH 3 - PROGRESS: at 16.18% examples, 553769 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:35,488 : INFO : EPOCH 3 - PROGRESS: at 16.32% examples, 553804 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:36,489 : INFO : EPOCH 3 - PROGRESS: at 16.46% examples, 553778 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:37,497 : INFO : EPOCH 3 - PROGRESS: at 16.60% examples, 553794 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:38,502 : INFO : EPOCH 3 - PROGRESS: at 16.74% examples, 553830 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:39,502 : INFO : EPOCH 3 - PROGRESS: at 16.88% examples, 553885 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:40,505 : INFO : EPOCH 3 - PROGRESS: at 17.03% examples, 553913 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:41,509 : INFO : EPOCH 3 - PROGRESS: at 17.17% examples, 553938 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:42,522 : INFO : EPOCH 3 - PROGRESS: at 17.31% examples, 553922 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:43,536 : INFO : EPOCH 3 - PROGRESS: at 17.45% examples, 553908 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:44,539 : INFO : EPOCH 3 - PROGRESS: at 17.59% examples, 553924 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:45,560 : INFO : EPOCH 3 - PROGRESS: at 17.73% examples, 553764 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:31:46,563 : INFO : EPOCH 3 - PROGRESS: at 17.87% examples, 553785 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:47,572 : INFO : EPOCH 3 - PROGRESS: at 18.02% examples, 553851 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:48,580 : INFO : EPOCH 3 - PROGRESS: at 18.16% examples, 553812 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:49,582 : INFO : EPOCH 3 - PROGRESS: at 18.30% examples, 553831 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:50,586 : INFO : EPOCH 3 - PROGRESS: at 18.44% examples, 553819 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:51,594 : INFO : EPOCH 3 - PROGRESS: at 18.58% examples, 553758 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:31:52,620 : INFO : EPOCH 3 - PROGRESS: at 18.73% examples, 553736 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:31:53,639 : INFO : EPOCH 3 - PROGRESS: at 18.87% examples, 553749 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:54,641 : INFO : EPOCH 3 - PROGRESS: at 19.01% examples, 553736 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:31:55,649 : INFO : EPOCH 3 - PROGRESS: at 19.15% examples, 553744 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:56,673 : INFO : EPOCH 3 - PROGRESS: at 19.30% examples, 553736 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:31:57,695 : INFO : EPOCH 3 - PROGRESS: at 19.44% examples, 553754 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:31:58,695 : INFO : EPOCH 3 - PROGRESS: at 19.58% examples, 553764 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:31:59,709 : INFO : EPOCH 3 - PROGRESS: at 19.72% examples, 553760 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:00,728 : INFO : EPOCH 3 - 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},
{
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"output_type": "stream",
"text": "2018-06-23 14:32:10,790 : INFO : EPOCH 3 - PROGRESS: at 21.28% examples, 553953 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:11,806 : INFO : EPOCH 3 - PROGRESS: at 21.42% examples, 553903 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:12,828 : INFO : EPOCH 3 - PROGRESS: at 21.57% examples, 553905 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:13,852 : INFO : EPOCH 3 - PROGRESS: at 21.71% examples, 553906 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:32:14,870 : INFO : EPOCH 3 - PROGRESS: at 21.85% examples, 553858 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:32:15,885 : INFO : EPOCH 3 - PROGRESS: at 21.99% examples, 553844 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:16,892 : INFO : EPOCH 3 - PROGRESS: at 22.14% examples, 553915 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:17,905 : INFO : EPOCH 3 - PROGRESS: at 22.28% examples, 553921 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:18,919 : INFO : EPOCH 3 - PROGRESS: at 22.42% examples, 553956 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:32:19,925 : INFO : EPOCH 3 - 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},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:33:24,508 : INFO : EPOCH 3 - PROGRESS: at 31.67% examples, 554502 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:33:25,513 : INFO : EPOCH 3 - PROGRESS: at 31.81% examples, 554521 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:26,522 : INFO : EPOCH 3 - PROGRESS: at 31.95% examples, 554504 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:27,527 : INFO : EPOCH 3 - PROGRESS: at 32.09% examples, 554516 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:28,534 : INFO : EPOCH 3 - PROGRESS: at 32.23% examples, 554497 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:33:29,537 : INFO : EPOCH 3 - PROGRESS: at 32.37% examples, 554490 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:30,545 : INFO : EPOCH 3 - PROGRESS: at 32.51% examples, 554455 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:31,551 : INFO : EPOCH 3 - PROGRESS: at 32.65% examples, 554470 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:32,585 : INFO : EPOCH 3 - PROGRESS: at 32.80% examples, 554457 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:33:33,589 : INFO : EPOCH 3 - PROGRESS: at 32.94% examples, 554505 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:34,606 : INFO : EPOCH 3 - PROGRESS: at 33.08% examples, 554488 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:35,606 : INFO : EPOCH 3 - PROGRESS: at 33.22% examples, 554523 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:36,608 : INFO : EPOCH 3 - PROGRESS: at 33.36% examples, 554525 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:37,612 : INFO : EPOCH 3 - PROGRESS: at 33.50% examples, 554487 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:38,624 : INFO : EPOCH 3 - PROGRESS: at 33.64% examples, 554478 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:39,626 : INFO : EPOCH 3 - PROGRESS: at 33.79% examples, 554524 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:40,649 : INFO : EPOCH 3 - PROGRESS: at 33.93% examples, 554498 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:33:41,656 : INFO : EPOCH 3 - PROGRESS: at 34.07% examples, 554505 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:42,660 : INFO : EPOCH 3 - PROGRESS: at 34.21% examples, 554509 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:43,661 : INFO : EPOCH 3 - PROGRESS: at 34.36% examples, 554523 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:44,667 : INFO : EPOCH 3 - PROGRESS: at 34.50% examples, 554506 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:45,679 : INFO : EPOCH 3 - PROGRESS: at 34.64% examples, 554521 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:46,696 : INFO : EPOCH 3 - PROGRESS: at 34.78% examples, 554528 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:47,697 : INFO : EPOCH 3 - PROGRESS: at 34.93% examples, 554569 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:48,703 : INFO : EPOCH 3 - PROGRESS: at 35.07% examples, 554548 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:49,707 : INFO : EPOCH 3 - PROGRESS: at 35.21% examples, 554553 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:50,734 : INFO : EPOCH 3 - PROGRESS: at 35.35% examples, 554540 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:51,739 : INFO : EPOCH 3 - PROGRESS: at 35.50% examples, 554533 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:52,756 : INFO : EPOCH 3 - PROGRESS: at 35.64% examples, 554509 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:33:53,763 : INFO : EPOCH 3 - PROGRESS: at 35.78% examples, 554491 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:54,780 : INFO : EPOCH 3 - PROGRESS: at 35.92% examples, 554474 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:33:55,787 : INFO : EPOCH 3 - PROGRESS: at 36.06% examples, 554495 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:56,814 : INFO : EPOCH 3 - PROGRESS: at 36.21% examples, 554452 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:57,815 : INFO : EPOCH 3 - PROGRESS: at 36.35% examples, 554460 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:58,829 : INFO : EPOCH 3 - PROGRESS: at 36.49% examples, 554445 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:33:59,835 : INFO : EPOCH 3 - PROGRESS: at 36.63% examples, 554477 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:00,857 : INFO : EPOCH 3 - PROGRESS: at 36.77% examples, 554416 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:34:01,860 : INFO : EPOCH 3 - PROGRESS: at 36.91% examples, 554396 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:02,865 : INFO : EPOCH 3 - PROGRESS: at 37.05% examples, 554345 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:03,885 : INFO : EPOCH 3 - PROGRESS: at 37.19% examples, 554320 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:04,902 : INFO : EPOCH 3 - PROGRESS: at 37.34% examples, 554294 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:34:05,904 : INFO : EPOCH 3 - PROGRESS: at 37.48% examples, 554293 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:06,918 : INFO : EPOCH 3 - PROGRESS: at 37.62% examples, 554256 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:07,921 : INFO : EPOCH 3 - PROGRESS: at 37.76% examples, 554240 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:08,935 : INFO : EPOCH 3 - PROGRESS: at 37.90% examples, 554176 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:09,944 : INFO : EPOCH 3 - PROGRESS: at 38.04% examples, 554170 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:10,969 : INFO : EPOCH 3 - PROGRESS: at 38.18% examples, 554080 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:34:11,971 : INFO : EPOCH 3 - PROGRESS: at 38.32% examples, 554105 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:12,983 : INFO : EPOCH 3 - PROGRESS: at 38.46% examples, 554073 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:34:13,983 : INFO : EPOCH 3 - PROGRESS: at 38.60% examples, 554065 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:14,983 : INFO : EPOCH 3 - PROGRESS: at 38.74% examples, 554047 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:15,994 : INFO : EPOCH 3 - PROGRESS: at 38.88% examples, 554020 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:17,027 : INFO : EPOCH 3 - PROGRESS: at 39.03% examples, 553994 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:34:18,058 : INFO : EPOCH 3 - PROGRESS: at 39.17% examples, 553951 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:34:19,062 : INFO : EPOCH 3 - PROGRESS: at 39.31% examples, 553961 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:20,064 : INFO : EPOCH 3 - PROGRESS: at 39.45% examples, 553947 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:21,084 : INFO : EPOCH 3 - PROGRESS: at 39.59% examples, 553904 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:22,093 : INFO : EPOCH 3 - PROGRESS: at 39.73% examples, 553881 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:34:23,094 : INFO : EPOCH 3 - PROGRESS: at 39.88% examples, 553920 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:24,105 : INFO : EPOCH 3 - PROGRESS: at 40.02% examples, 553886 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:25,121 : INFO : EPOCH 3 - PROGRESS: at 40.16% examples, 553864 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:26,128 : INFO : EPOCH 3 - PROGRESS: at 40.30% examples, 553868 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:27,133 : INFO : EPOCH 3 - PROGRESS: at 40.44% examples, 553843 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:28,134 : INFO : EPOCH 3 - PROGRESS: at 40.58% examples, 553825 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:34:29,149 : INFO : EPOCH 3 - PROGRESS: at 40.72% examples, 553810 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:30,159 : INFO : EPOCH 3 - PROGRESS: at 40.86% examples, 553799 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:31,179 : INFO : EPOCH 3 - PROGRESS: at 41.01% examples, 553773 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:32,184 : INFO : EPOCH 3 - PROGRESS: at 41.15% examples, 553775 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:33,201 : INFO : EPOCH 3 - PROGRESS: at 41.29% examples, 553757 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:34,214 : INFO : EPOCH 3 - PROGRESS: at 41.43% examples, 553748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:35,248 : INFO : EPOCH 3 - PROGRESS: at 41.58% examples, 553730 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:34:36,267 : INFO : EPOCH 3 - PROGRESS: at 41.72% examples, 553755 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:37,267 : INFO : EPOCH 3 - PROGRESS: at 41.86% examples, 553795 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:34:38,287 : INFO : EPOCH 3 - PROGRESS: at 42.01% examples, 553784 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:39,308 : INFO : EPOCH 3 - PROGRESS: at 42.15% examples, 553789 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:34:40,317 : INFO : EPOCH 3 - PROGRESS: at 42.29% examples, 553811 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:41,327 : INFO : EPOCH 3 - PROGRESS: at 42.44% examples, 553809 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:42,339 : INFO : EPOCH 3 - PROGRESS: at 42.58% examples, 553839 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:43,358 : INFO : EPOCH 3 - PROGRESS: at 42.72% examples, 553851 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:34:44,362 : INFO : EPOCH 3 - PROGRESS: at 42.86% examples, 553834 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:34:45,391 : INFO : EPOCH 3 - PROGRESS: at 43.01% examples, 553849 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:34:46,400 : INFO : EPOCH 3 - PROGRESS: at 43.15% examples, 553855 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:34:47,400 : INFO : EPOCH 3 - 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PROGRESS: at 47.07% examples, 553370 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:35:15,671 : INFO : EPOCH 3 - PROGRESS: at 47.21% examples, 553346 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:16,687 : INFO : EPOCH 3 - PROGRESS: at 47.35% examples, 553345 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:17,694 : INFO : EPOCH 3 - PROGRESS: at 47.49% examples, 553332 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:35:18,708 : INFO : EPOCH 3 - PROGRESS: at 47.63% examples, 553312 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:35:19,719 : INFO : EPOCH 3 - PROGRESS: at 47.77% examples, 553298 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:35:20,733 : INFO : EPOCH 3 - PROGRESS: at 47.91% examples, 553270 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:35:21,736 : INFO : EPOCH 3 - PROGRESS: at 48.05% examples, 553261 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:22,750 : INFO : EPOCH 3 - PROGRESS: at 48.19% examples, 553241 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:23,760 : INFO : EPOCH 3 - PROGRESS: at 48.34% examples, 553246 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:24,770 : INFO : EPOCH 3 - PROGRESS: at 48.48% examples, 553252 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:25,789 : INFO : EPOCH 3 - PROGRESS: at 48.62% examples, 553244 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:26,790 : INFO : EPOCH 3 - PROGRESS: at 48.76% examples, 553261 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:27,794 : INFO : EPOCH 3 - PROGRESS: at 48.90% examples, 553268 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:28,801 : INFO : EPOCH 3 - PROGRESS: at 49.05% examples, 553251 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:29,801 : INFO : EPOCH 3 - PROGRESS: at 49.19% examples, 553268 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:30,807 : INFO : EPOCH 3 - PROGRESS: at 49.33% examples, 553259 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:31,813 : INFO : EPOCH 3 - PROGRESS: at 49.47% examples, 553229 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:35:32,816 : INFO : EPOCH 3 - 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PROGRESS: at 52.11% examples, 552704 words/s, in_qsize 4, out_qsize 1\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:35:52,054 : INFO : EPOCH 3 - PROGRESS: at 52.25% examples, 552699 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:53,082 : INFO : EPOCH 3 - PROGRESS: at 52.39% examples, 552679 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:54,086 : INFO : EPOCH 3 - PROGRESS: at 52.53% examples, 552662 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:55,096 : INFO : EPOCH 3 - PROGRESS: at 52.68% examples, 552670 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:56,097 : INFO : EPOCH 3 - PROGRESS: at 52.82% examples, 552682 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:35:57,104 : INFO : EPOCH 3 - PROGRESS: at 52.96% examples, 552692 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:58,108 : INFO : EPOCH 3 - PROGRESS: at 53.10% examples, 552693 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:35:59,110 : INFO : EPOCH 3 - PROGRESS: at 53.24% examples, 552701 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:00,113 : INFO : EPOCH 3 - PROGRESS: at 53.38% examples, 552688 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:01,118 : INFO : EPOCH 3 - PROGRESS: at 53.51% examples, 552629 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:36:02,154 : INFO : EPOCH 3 - PROGRESS: at 53.65% examples, 552604 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:36:03,164 : INFO : EPOCH 3 - PROGRESS: at 53.79% examples, 552560 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:36:04,167 : INFO : EPOCH 3 - PROGRESS: at 53.93% examples, 552541 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:05,198 : INFO : EPOCH 3 - PROGRESS: at 54.07% examples, 552505 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:36:06,199 : INFO : EPOCH 3 - PROGRESS: at 54.21% examples, 552489 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:07,211 : INFO : EPOCH 3 - PROGRESS: at 54.35% examples, 552456 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:08,215 : INFO : EPOCH 3 - PROGRESS: at 54.49% examples, 552435 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:36:09,215 : INFO : EPOCH 3 - PROGRESS: at 54.62% examples, 552422 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:10,229 : INFO : EPOCH 3 - PROGRESS: at 54.76% examples, 552386 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:11,241 : INFO : EPOCH 3 - PROGRESS: at 54.90% examples, 552373 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:12,250 : INFO : EPOCH 3 - PROGRESS: at 55.04% examples, 552362 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:36:13,267 : INFO : EPOCH 3 - PROGRESS: at 55.18% examples, 552362 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:36:14,288 : INFO : EPOCH 3 - PROGRESS: at 55.33% examples, 552352 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:15,292 : INFO : EPOCH 3 - PROGRESS: at 55.47% examples, 552347 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:16,318 : INFO : EPOCH 3 - PROGRESS: at 55.61% examples, 552326 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:36:17,320 : INFO : EPOCH 3 - PROGRESS: at 55.75% examples, 552305 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:18,331 : INFO : EPOCH 3 - PROGRESS: at 55.89% examples, 552270 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:19,353 : INFO : EPOCH 3 - PROGRESS: at 56.03% examples, 552250 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:20,364 : INFO : EPOCH 3 - PROGRESS: at 56.17% examples, 552234 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:21,365 : INFO : EPOCH 3 - PROGRESS: at 56.31% examples, 552219 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:22,394 : INFO : EPOCH 3 - PROGRESS: at 56.45% examples, 552183 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:36:23,402 : INFO : EPOCH 3 - PROGRESS: at 56.59% examples, 552191 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:24,405 : INFO : EPOCH 3 - PROGRESS: at 56.73% examples, 552191 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:25,436 : INFO : EPOCH 3 - PROGRESS: at 56.87% examples, 552154 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:36:26,451 : INFO : EPOCH 3 - PROGRESS: at 57.01% examples, 552155 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:27,471 : INFO : EPOCH 3 - PROGRESS: at 57.15% examples, 552113 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:36:28,476 : INFO : EPOCH 3 - PROGRESS: at 57.29% examples, 552119 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:29,481 : INFO : EPOCH 3 - PROGRESS: at 57.43% examples, 552101 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:30,486 : INFO : EPOCH 3 - PROGRESS: at 57.57% examples, 552083 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:36:31,487 : INFO : EPOCH 3 - PROGRESS: at 57.71% examples, 552064 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:32,488 : INFO : EPOCH 3 - PROGRESS: at 57.85% examples, 552055 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:33,517 : INFO : EPOCH 3 - PROGRESS: at 57.99% examples, 552018 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:36:34,521 : INFO : EPOCH 3 - PROGRESS: at 58.13% examples, 552029 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:35,526 : INFO : EPOCH 3 - PROGRESS: at 58.27% examples, 552008 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:36,527 : INFO : EPOCH 3 - PROGRESS: at 58.41% examples, 552005 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:36:37,534 : INFO : EPOCH 3 - PROGRESS: at 58.55% examples, 552003 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:38,543 : INFO : EPOCH 3 - PROGRESS: at 58.69% examples, 551978 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:39,543 : INFO : EPOCH 3 - PROGRESS: at 58.83% examples, 551980 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:40,552 : INFO : EPOCH 3 - PROGRESS: at 58.97% examples, 551989 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:41,569 : INFO : EPOCH 3 - PROGRESS: at 59.11% examples, 551974 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:42,595 : INFO : EPOCH 3 - PROGRESS: at 59.25% examples, 551965 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:43,605 : INFO : EPOCH 3 - PROGRESS: at 59.39% examples, 551957 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:44,612 : INFO : EPOCH 3 - PROGRESS: at 59.53% examples, 551955 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:45,614 : INFO : EPOCH 3 - PROGRESS: at 59.67% examples, 551945 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:46,628 : INFO : EPOCH 3 - PROGRESS: at 59.81% examples, 551913 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:47,648 : INFO : EPOCH 3 - PROGRESS: at 59.95% examples, 551895 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:48,668 : INFO : EPOCH 3 - PROGRESS: at 60.09% examples, 551880 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:49,700 : INFO : EPOCH 3 - PROGRESS: at 60.23% examples, 551877 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:36:50,726 : INFO : EPOCH 3 - PROGRESS: at 60.38% examples, 551882 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:51,734 : INFO : EPOCH 3 - PROGRESS: at 60.52% examples, 551882 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:52,739 : INFO : EPOCH 3 - PROGRESS: at 60.66% examples, 551879 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:53,742 : INFO : EPOCH 3 - PROGRESS: at 60.79% examples, 551863 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:36:54,749 : INFO : EPOCH 3 - PROGRESS: at 60.94% examples, 551878 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:55,750 : INFO : EPOCH 3 - PROGRESS: at 61.08% examples, 551903 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:56,762 : INFO : EPOCH 3 - PROGRESS: at 61.22% examples, 551892 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:57,766 : INFO : EPOCH 3 - PROGRESS: at 61.36% examples, 551888 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:58,785 : INFO : EPOCH 3 - PROGRESS: at 61.50% examples, 551873 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:36:59,789 : INFO : EPOCH 3 - PROGRESS: at 61.64% examples, 551875 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:00,812 : INFO : EPOCH 3 - PROGRESS: at 61.78% examples, 551860 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:37:01,849 : INFO : EPOCH 3 - PROGRESS: at 61.92% examples, 551853 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:37:02,859 : INFO : EPOCH 3 - PROGRESS: at 62.07% examples, 551860 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:03,864 : INFO : EPOCH 3 - PROGRESS: at 62.21% examples, 551862 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:04,895 : INFO : EPOCH 3 - PROGRESS: at 62.35% examples, 551844 words/s, in_qsize 6, out_qsize 1\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:37:05,898 : INFO : EPOCH 3 - PROGRESS: at 62.49% examples, 551827 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:37:06,906 : INFO : EPOCH 3 - PROGRESS: at 62.63% examples, 551823 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:07,928 : INFO : EPOCH 3 - PROGRESS: at 62.77% examples, 551827 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:08,929 : INFO : EPOCH 3 - PROGRESS: at 62.91% examples, 551832 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:09,934 : INFO : EPOCH 3 - PROGRESS: at 63.05% examples, 551819 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:10,935 : INFO : EPOCH 3 - PROGRESS: at 63.19% examples, 551795 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:37:11,944 : INFO : EPOCH 3 - PROGRESS: at 63.33% examples, 551807 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:12,963 : INFO : EPOCH 3 - PROGRESS: at 63.47% examples, 551806 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:37:13,973 : INFO : EPOCH 3 - PROGRESS: at 63.61% examples, 551833 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:37:14,973 : INFO : EPOCH 3 - 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},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:38:19,633 : INFO : EPOCH 3 - PROGRESS: at 72.75% examples, 551591 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:20,635 : INFO : EPOCH 3 - PROGRESS: at 72.89% examples, 551601 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:21,646 : INFO : EPOCH 3 - PROGRESS: at 73.04% examples, 551597 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:22,658 : INFO : EPOCH 3 - PROGRESS: at 73.18% examples, 551589 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:23,666 : INFO : EPOCH 3 - PROGRESS: at 73.31% examples, 551584 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:38:24,671 : INFO : EPOCH 3 - PROGRESS: at 73.46% examples, 551594 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:25,679 : INFO : EPOCH 3 - PROGRESS: at 73.60% examples, 551594 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:26,680 : INFO : EPOCH 3 - PROGRESS: at 73.74% examples, 551603 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:27,688 : INFO : EPOCH 3 - PROGRESS: at 73.88% examples, 551612 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:28,706 : INFO : EPOCH 3 - PROGRESS: at 74.02% examples, 551602 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:38:29,711 : INFO : EPOCH 3 - PROGRESS: at 74.16% examples, 551617 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:30,737 : INFO : EPOCH 3 - PROGRESS: at 74.30% examples, 551611 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:31,751 : INFO : EPOCH 3 - PROGRESS: at 74.44% examples, 551615 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:32,754 : INFO : EPOCH 3 - PROGRESS: at 74.58% examples, 551619 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:33,764 : INFO : EPOCH 3 - PROGRESS: at 74.73% examples, 551628 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:34,778 : INFO : EPOCH 3 - PROGRESS: at 74.87% examples, 551625 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:35,786 : INFO : EPOCH 3 - PROGRESS: at 75.01% examples, 551612 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:38:36,796 : INFO : EPOCH 3 - PROGRESS: at 75.15% examples, 551622 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:37,805 : INFO : EPOCH 3 - PROGRESS: at 75.29% examples, 551607 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:38,806 : INFO : EPOCH 3 - PROGRESS: at 75.43% examples, 551613 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:39,838 : INFO : EPOCH 3 - PROGRESS: at 75.56% examples, 551571 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:38:40,846 : INFO : EPOCH 3 - PROGRESS: at 75.71% examples, 551599 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:41,847 : INFO : EPOCH 3 - PROGRESS: at 75.85% examples, 551605 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:42,872 : INFO : EPOCH 3 - PROGRESS: at 75.99% examples, 551586 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:43,894 : INFO : EPOCH 3 - PROGRESS: at 76.13% examples, 551585 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:44,896 : INFO : EPOCH 3 - PROGRESS: at 76.27% examples, 551590 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:45,903 : INFO : EPOCH 3 - PROGRESS: at 76.41% examples, 551573 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:38:46,912 : INFO : EPOCH 3 - PROGRESS: at 76.55% examples, 551573 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:47,937 : INFO : EPOCH 3 - PROGRESS: at 76.69% examples, 551568 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:48,949 : INFO : EPOCH 3 - PROGRESS: at 76.83% examples, 551561 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:49,953 : INFO : EPOCH 3 - PROGRESS: at 76.97% examples, 551567 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:50,955 : INFO : EPOCH 3 - PROGRESS: at 77.11% examples, 551570 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:51,964 : INFO : EPOCH 3 - PROGRESS: at 77.25% examples, 551586 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:52,975 : INFO : EPOCH 3 - PROGRESS: at 77.39% examples, 551576 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:53,985 : INFO : EPOCH 3 - PROGRESS: at 77.53% examples, 551569 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:38:54,997 : INFO : EPOCH 3 - PROGRESS: at 77.68% examples, 551557 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:55,997 : INFO : EPOCH 3 - PROGRESS: at 77.82% examples, 551555 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:57,013 : INFO : EPOCH 3 - PROGRESS: at 77.96% examples, 551536 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:38:58,014 : INFO : EPOCH 3 - PROGRESS: at 78.10% examples, 551540 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:38:59,030 : INFO : EPOCH 3 - PROGRESS: at 78.24% examples, 551539 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:00,057 : INFO : EPOCH 3 - PROGRESS: at 78.38% examples, 551539 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:39:01,062 : INFO : EPOCH 3 - PROGRESS: at 78.52% examples, 551535 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:02,064 : INFO : EPOCH 3 - PROGRESS: at 78.66% examples, 551524 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:03,070 : INFO : EPOCH 3 - PROGRESS: at 78.80% examples, 551535 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:04,074 : INFO : EPOCH 3 - PROGRESS: at 78.94% examples, 551521 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:05,086 : INFO : EPOCH 3 - PROGRESS: at 79.08% examples, 551497 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:06,097 : INFO : EPOCH 3 - PROGRESS: at 79.22% examples, 551488 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:07,106 : INFO : EPOCH 3 - PROGRESS: at 79.36% examples, 551469 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:08,125 : INFO : EPOCH 3 - PROGRESS: at 79.50% examples, 551452 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:09,130 : INFO : EPOCH 3 - PROGRESS: at 79.64% examples, 551448 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:39:10,139 : INFO : EPOCH 3 - PROGRESS: at 79.78% examples, 551440 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:11,155 : INFO : EPOCH 3 - PROGRESS: at 79.92% examples, 551425 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:12,156 : INFO : EPOCH 3 - PROGRESS: at 80.06% examples, 551415 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:13,165 : INFO : EPOCH 3 - PROGRESS: at 80.20% examples, 551418 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:14,177 : INFO : EPOCH 3 - PROGRESS: at 80.34% examples, 551399 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:15,185 : INFO : EPOCH 3 - PROGRESS: at 80.48% examples, 551404 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:16,189 : INFO : EPOCH 3 - PROGRESS: at 80.62% examples, 551415 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:17,193 : INFO : EPOCH 3 - PROGRESS: at 80.76% examples, 551409 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:18,194 : INFO : EPOCH 3 - PROGRESS: at 80.90% examples, 551407 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:19,204 : INFO : EPOCH 3 - PROGRESS: at 81.04% examples, 551399 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:20,213 : INFO : EPOCH 3 - PROGRESS: at 81.18% examples, 551404 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:21,231 : INFO : EPOCH 3 - PROGRESS: at 81.32% examples, 551390 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:39:22,231 : INFO : EPOCH 3 - PROGRESS: at 81.46% examples, 551394 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:23,239 : INFO : EPOCH 3 - PROGRESS: at 81.61% examples, 551390 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:24,242 : INFO : EPOCH 3 - PROGRESS: at 81.74% examples, 551379 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:25,261 : INFO : EPOCH 3 - PROGRESS: at 81.89% examples, 551376 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:39:26,268 : INFO : EPOCH 3 - PROGRESS: at 82.03% examples, 551372 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:27,281 : INFO : EPOCH 3 - PROGRESS: at 82.17% examples, 551375 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:28,285 : INFO : EPOCH 3 - PROGRESS: at 82.31% examples, 551362 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:29,286 : INFO : EPOCH 3 - PROGRESS: at 82.44% examples, 551342 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:30,307 : INFO : EPOCH 3 - PROGRESS: at 82.58% examples, 551327 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:39:31,323 : INFO : EPOCH 3 - PROGRESS: at 82.72% examples, 551313 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:39:32,338 : INFO : EPOCH 3 - PROGRESS: at 82.87% examples, 551312 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:39:33,344 : INFO : EPOCH 3 - PROGRESS: at 83.01% examples, 551310 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:34,346 : INFO : EPOCH 3 - PROGRESS: at 83.14% examples, 551287 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:35,350 : INFO : EPOCH 3 - PROGRESS: at 83.28% examples, 551283 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:36,356 : INFO : EPOCH 3 - PROGRESS: at 83.42% examples, 551283 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:37,378 : INFO : EPOCH 3 - PROGRESS: at 83.56% examples, 551270 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:39:38,381 : INFO : EPOCH 3 - PROGRESS: at 83.70% examples, 551260 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:39:39,389 : INFO : EPOCH 3 - PROGRESS: at 83.84% examples, 551255 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:40,398 : INFO : EPOCH 3 - PROGRESS: at 83.98% examples, 551249 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:41,416 : INFO : EPOCH 3 - PROGRESS: at 84.12% examples, 551237 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:39:42,419 : INFO : EPOCH 3 - 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PROGRESS: at 93.10% examples, 550805 words/s, in_qsize 5, out_qsize 2\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:40:47,054 : INFO : EPOCH 3 - PROGRESS: at 93.24% examples, 550826 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:48,061 : INFO : EPOCH 3 - PROGRESS: at 93.38% examples, 550828 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:49,065 : INFO : EPOCH 3 - PROGRESS: at 93.52% examples, 550818 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:50,072 : INFO : EPOCH 3 - PROGRESS: at 93.66% examples, 550811 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:51,080 : INFO : EPOCH 3 - PROGRESS: at 93.80% examples, 550810 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:52,096 : INFO : EPOCH 3 - PROGRESS: at 93.95% examples, 550818 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:53,103 : INFO : EPOCH 3 - PROGRESS: at 94.09% examples, 550817 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:40:54,109 : INFO : EPOCH 3 - PROGRESS: at 94.23% examples, 550814 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:55,114 : INFO : EPOCH 3 - PROGRESS: at 94.37% examples, 550815 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:56,123 : INFO : EPOCH 3 - PROGRESS: at 94.51% examples, 550813 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:57,123 : INFO : EPOCH 3 - PROGRESS: at 94.64% examples, 550807 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:40:58,153 : INFO : EPOCH 3 - PROGRESS: at 94.78% examples, 550789 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:40:59,165 : INFO : EPOCH 3 - PROGRESS: at 94.92% examples, 550771 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:41:00,166 : INFO : EPOCH 3 - PROGRESS: at 95.06% examples, 550772 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:01,173 : INFO : EPOCH 3 - PROGRESS: at 95.20% examples, 550761 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:02,183 : INFO : EPOCH 3 - PROGRESS: at 95.34% examples, 550750 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:03,187 : INFO : EPOCH 3 - PROGRESS: at 95.48% examples, 550760 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:04,188 : INFO : EPOCH 3 - PROGRESS: at 95.62% examples, 550759 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:41:05,193 : INFO : EPOCH 3 - PROGRESS: at 95.76% examples, 550748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:06,203 : INFO : EPOCH 3 - PROGRESS: at 95.90% examples, 550744 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:07,219 : INFO : EPOCH 3 - PROGRESS: at 96.04% examples, 550736 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:08,221 : INFO : EPOCH 3 - PROGRESS: at 96.18% examples, 550729 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:09,229 : INFO : EPOCH 3 - PROGRESS: at 96.32% examples, 550727 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:10,235 : INFO : EPOCH 3 - PROGRESS: at 96.46% examples, 550729 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:11,254 : INFO : EPOCH 3 - PROGRESS: at 96.60% examples, 550730 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:41:12,281 : INFO : EPOCH 3 - PROGRESS: at 96.74% examples, 550715 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:13,284 : INFO : EPOCH 3 - PROGRESS: at 96.88% examples, 550698 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:41:14,292 : INFO : EPOCH 3 - PROGRESS: at 97.02% examples, 550692 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:41:15,296 : INFO : EPOCH 3 - PROGRESS: at 97.16% examples, 550695 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:16,301 : INFO : EPOCH 3 - PROGRESS: at 97.30% examples, 550698 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:17,315 : INFO : EPOCH 3 - PROGRESS: at 97.44% examples, 550695 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:18,324 : INFO : EPOCH 3 - PROGRESS: at 97.58% examples, 550682 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:19,337 : INFO : EPOCH 3 - PROGRESS: at 97.72% examples, 550677 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:20,342 : INFO : EPOCH 3 - PROGRESS: at 97.85% examples, 550660 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:21,347 : INFO : EPOCH 3 - PROGRESS: at 97.99% examples, 550642 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:22,368 : INFO : EPOCH 3 - PROGRESS: at 98.13% examples, 550632 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:23,372 : INFO : EPOCH 3 - PROGRESS: at 98.27% examples, 550627 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:24,383 : INFO : EPOCH 3 - PROGRESS: at 98.41% examples, 550605 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:41:25,383 : INFO : EPOCH 3 - PROGRESS: at 98.54% examples, 550601 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:26,396 : INFO : EPOCH 3 - PROGRESS: at 98.68% examples, 550599 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:27,396 : INFO : EPOCH 3 - PROGRESS: at 98.82% examples, 550604 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:28,401 : INFO : EPOCH 3 - PROGRESS: at 98.96% examples, 550592 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:29,427 : INFO : EPOCH 3 - PROGRESS: at 99.11% examples, 550589 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:30,454 : INFO : EPOCH 3 - PROGRESS: at 99.25% examples, 550587 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:31,456 : INFO : EPOCH 3 - PROGRESS: at 99.39% examples, 550593 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:41:32,456 : INFO : EPOCH 3 - PROGRESS: at 99.53% examples, 550590 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:33,477 : INFO : EPOCH 3 - PROGRESS: at 99.67% examples, 550590 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:34,481 : INFO : EPOCH 3 - PROGRESS: at 99.81% examples, 550593 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:35,490 : INFO : EPOCH 3 - PROGRESS: at 99.95% examples, 550593 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:35,832 : INFO : worker thread finished; awaiting finish of 2 more threads\n2018-06-23 14:41:35,841 : INFO : worker thread finished; awaiting finish of 1 more threads\n2018-06-23 14:41:35,853 : INFO : worker thread finished; awaiting finish of 0 more threads\n2018-06-23 14:41:35,853 : INFO : EPOCH - 3 : training on 563354806 raw words (394459203 effective words) took 716.4s, 550593 effective words/s\n2018-06-23 14:41:36,868 : INFO : EPOCH 4 - PROGRESS: at 0.14% examples, 533406 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:37,881 : INFO : EPOCH 4 - PROGRESS: at 0.28% examples, 540391 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:38,890 : INFO : EPOCH 4 - PROGRESS: at 0.42% examples, 542602 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:39,900 : INFO : EPOCH 4 - PROGRESS: at 0.56% examples, 545821 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:40,925 : INFO : EPOCH 4 - PROGRESS: at 0.70% examples, 543234 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:41:41,926 : INFO : EPOCH 4 - PROGRESS: at 0.84% examples, 545691 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:42,947 : INFO : EPOCH 4 - PROGRESS: at 0.98% examples, 545280 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:43,957 : INFO : EPOCH 4 - PROGRESS: at 1.12% examples, 545425 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:44,958 : INFO : EPOCH 4 - PROGRESS: at 1.26% examples, 546602 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:45,965 : INFO : EPOCH 4 - PROGRESS: at 1.40% examples, 546436 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:46,972 : INFO : EPOCH 4 - PROGRESS: at 1.54% examples, 546740 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:47,980 : INFO : EPOCH 4 - PROGRESS: at 1.68% examples, 546899 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:48,990 : INFO : EPOCH 4 - PROGRESS: at 1.82% examples, 546840 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:50,006 : INFO : EPOCH 4 - PROGRESS: at 1.96% examples, 546584 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:51,012 : INFO : EPOCH 4 - PROGRESS: at 2.10% examples, 546480 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:41:52,019 : INFO : EPOCH 4 - PROGRESS: at 2.24% examples, 546686 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:53,034 : INFO : EPOCH 4 - PROGRESS: at 2.38% examples, 546785 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:54,050 : INFO : EPOCH 4 - PROGRESS: at 2.52% examples, 546721 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:41:55,053 : INFO : EPOCH 4 - PROGRESS: at 2.66% examples, 547317 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:56,054 : INFO : EPOCH 4 - PROGRESS: at 2.80% examples, 547675 words/s, in_qsize 6, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:41:57,055 : INFO : EPOCH 4 - PROGRESS: at 2.94% examples, 547629 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:58,075 : INFO : EPOCH 4 - PROGRESS: at 3.08% examples, 547540 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:41:59,080 : INFO : EPOCH 4 - PROGRESS: at 3.22% examples, 547357 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:00,098 : INFO : EPOCH 4 - PROGRESS: at 3.36% examples, 547477 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:42:01,099 : INFO : EPOCH 4 - PROGRESS: at 3.50% examples, 546908 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:42:02,136 : INFO : EPOCH 4 - PROGRESS: at 3.64% examples, 546709 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:42:03,138 : INFO : EPOCH 4 - PROGRESS: at 3.78% examples, 546880 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:04,142 : INFO : EPOCH 4 - PROGRESS: at 3.92% examples, 546607 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:05,148 : INFO : EPOCH 4 - PROGRESS: at 4.05% examples, 546121 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:06,155 : INFO : EPOCH 4 - PROGRESS: at 4.19% examples, 546050 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:07,177 : INFO : EPOCH 4 - PROGRESS: at 4.33% examples, 545811 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:42:08,187 : INFO : EPOCH 4 - PROGRESS: at 4.48% examples, 546030 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:09,194 : INFO : EPOCH 4 - PROGRESS: at 4.62% examples, 545790 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:10,222 : INFO : EPOCH 4 - PROGRESS: at 4.76% examples, 545856 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:42:11,230 : INFO : EPOCH 4 - PROGRESS: at 4.90% examples, 545995 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:12,238 : INFO : EPOCH 4 - PROGRESS: at 5.04% examples, 545685 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:13,249 : INFO : EPOCH 4 - PROGRESS: at 5.18% examples, 545648 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:42:14,270 : INFO : EPOCH 4 - PROGRESS: at 5.32% examples, 545641 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:15,275 : INFO : EPOCH 4 - PROGRESS: at 5.46% examples, 545530 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:16,277 : INFO : EPOCH 4 - PROGRESS: at 5.60% examples, 545573 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:17,296 : INFO : EPOCH 4 - PROGRESS: at 5.74% examples, 545402 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:42:18,304 : INFO : EPOCH 4 - PROGRESS: at 5.88% examples, 545352 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:42:19,312 : INFO : EPOCH 4 - PROGRESS: at 6.02% examples, 545371 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:20,326 : INFO : EPOCH 4 - PROGRESS: at 6.16% examples, 545365 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:21,336 : INFO : EPOCH 4 - PROGRESS: at 6.30% examples, 545336 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:42:22,337 : INFO : EPOCH 4 - PROGRESS: at 6.44% examples, 545445 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:23,351 : INFO : EPOCH 4 - PROGRESS: at 6.58% examples, 545389 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:24,358 : INFO : EPOCH 4 - PROGRESS: at 6.72% examples, 545430 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:25,365 : INFO : EPOCH 4 - PROGRESS: at 6.86% examples, 545526 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:26,373 : INFO : EPOCH 4 - PROGRESS: at 7.00% examples, 545470 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:27,374 : INFO : EPOCH 4 - PROGRESS: at 7.14% examples, 545500 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:28,405 : INFO : EPOCH 4 - PROGRESS: at 7.29% examples, 545561 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:29,411 : INFO : EPOCH 4 - PROGRESS: at 7.43% examples, 545577 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:42:30,428 : INFO : EPOCH 4 - PROGRESS: at 7.57% examples, 545618 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:31,428 : INFO : EPOCH 4 - PROGRESS: at 7.71% examples, 545705 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:32,444 : INFO : EPOCH 4 - PROGRESS: at 7.85% examples, 545629 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:42:33,457 : INFO : EPOCH 4 - PROGRESS: at 7.99% examples, 545675 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:34,464 : INFO : EPOCH 4 - PROGRESS: at 8.13% examples, 545763 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:35,472 : INFO : EPOCH 4 - PROGRESS: at 8.27% examples, 545839 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:36,495 : INFO : EPOCH 4 - PROGRESS: at 8.41% examples, 545770 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:42:37,524 : INFO : EPOCH 4 - PROGRESS: at 8.55% examples, 545911 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:38,524 : INFO : EPOCH 4 - PROGRESS: at 8.69% examples, 545967 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:42:39,539 : INFO : EPOCH 4 - PROGRESS: at 8.83% examples, 545993 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:40,539 : INFO : EPOCH 4 - PROGRESS: at 8.97% examples, 546049 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:41,561 : INFO : EPOCH 4 - PROGRESS: at 9.11% examples, 546008 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:42,574 : INFO : EPOCH 4 - PROGRESS: at 9.25% examples, 546182 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:43,591 : INFO : EPOCH 4 - PROGRESS: at 9.39% examples, 546186 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:44,600 : INFO : EPOCH 4 - PROGRESS: at 9.53% examples, 546166 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:42:45,626 : INFO : EPOCH 4 - PROGRESS: at 9.67% examples, 546153 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:46,629 : INFO : EPOCH 4 - PROGRESS: at 9.81% examples, 546256 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:47,644 : INFO : EPOCH 4 - PROGRESS: at 9.95% examples, 546400 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:48,651 : INFO : EPOCH 4 - PROGRESS: at 10.09% examples, 546403 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:49,665 : INFO : EPOCH 4 - PROGRESS: at 10.23% examples, 546314 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:50,671 : INFO : EPOCH 4 - PROGRESS: at 10.37% examples, 546288 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:42:51,680 : INFO : EPOCH 4 - PROGRESS: at 10.51% examples, 546440 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:52,699 : INFO : EPOCH 4 - PROGRESS: at 10.65% examples, 546420 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:53,700 : INFO : EPOCH 4 - PROGRESS: at 10.79% examples, 546539 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:54,706 : INFO : EPOCH 4 - PROGRESS: at 10.93% examples, 546619 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:55,731 : INFO : EPOCH 4 - PROGRESS: at 11.07% examples, 546547 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:56,737 : INFO : EPOCH 4 - PROGRESS: at 11.21% examples, 546604 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:57,752 : INFO : EPOCH 4 - PROGRESS: at 11.35% examples, 546569 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:58,761 : INFO : EPOCH 4 - PROGRESS: at 11.49% examples, 546537 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:42:59,774 : INFO : EPOCH 4 - PROGRESS: at 11.63% examples, 546468 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:00,776 : INFO : EPOCH 4 - PROGRESS: at 11.77% examples, 546481 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:43:01,797 : INFO : EPOCH 4 - PROGRESS: at 11.92% examples, 546475 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:02,802 : INFO : EPOCH 4 - PROGRESS: at 12.06% examples, 546460 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:43:03,816 : INFO : EPOCH 4 - PROGRESS: at 12.20% examples, 546537 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:04,822 : INFO : EPOCH 4 - PROGRESS: at 12.34% examples, 546730 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:05,824 : INFO : EPOCH 4 - PROGRESS: at 12.48% examples, 546899 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:06,831 : INFO : EPOCH 4 - PROGRESS: at 12.62% examples, 546918 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:43:07,849 : INFO : EPOCH 4 - PROGRESS: at 12.77% examples, 546907 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:08,854 : INFO : EPOCH 4 - PROGRESS: at 12.91% examples, 546929 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:09,873 : INFO : EPOCH 4 - PROGRESS: at 13.05% examples, 546978 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:43:10,887 : INFO : EPOCH 4 - PROGRESS: at 13.19% examples, 547021 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:43:11,903 : INFO : EPOCH 4 - PROGRESS: at 13.33% examples, 547041 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:12,929 : INFO : EPOCH 4 - PROGRESS: at 13.48% examples, 547161 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:43:13,962 : INFO : EPOCH 4 - PROGRESS: at 13.63% examples, 547215 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:43:14,965 : INFO : EPOCH 4 - PROGRESS: at 13.77% examples, 547290 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:15,988 : INFO : EPOCH 4 - PROGRESS: at 13.91% examples, 547293 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:43:17,006 : INFO : EPOCH 4 - PROGRESS: at 14.05% examples, 547452 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:18,018 : INFO : EPOCH 4 - PROGRESS: at 14.20% examples, 547563 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:19,024 : INFO : EPOCH 4 - PROGRESS: at 14.34% examples, 547641 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:20,025 : INFO : EPOCH 4 - PROGRESS: at 14.48% examples, 547722 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:21,031 : INFO : EPOCH 4 - PROGRESS: at 14.62% examples, 547729 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:22,048 : INFO : EPOCH 4 - PROGRESS: at 14.77% examples, 547780 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:23,071 : INFO : EPOCH 4 - PROGRESS: at 14.91% examples, 547823 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:24,073 : INFO : EPOCH 4 - PROGRESS: at 15.05% examples, 547856 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:43:25,079 : INFO : EPOCH 4 - PROGRESS: at 15.19% examples, 547951 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:26,084 : INFO : EPOCH 4 - PROGRESS: at 15.34% examples, 548080 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:27,087 : INFO : EPOCH 4 - PROGRESS: at 15.48% examples, 548035 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:28,088 : INFO : EPOCH 4 - PROGRESS: at 15.62% examples, 548121 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:29,090 : INFO : EPOCH 4 - PROGRESS: at 15.76% examples, 548140 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:30,095 : INFO : EPOCH 4 - PROGRESS: at 15.90% examples, 548138 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:43:31,098 : INFO : EPOCH 4 - PROGRESS: at 16.04% examples, 548226 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:32,116 : INFO : EPOCH 4 - PROGRESS: at 16.18% examples, 548253 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:33,123 : INFO : EPOCH 4 - PROGRESS: at 16.32% examples, 548314 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:34,144 : INFO : EPOCH 4 - PROGRESS: at 16.47% examples, 548356 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:43:35,147 : INFO : EPOCH 4 - PROGRESS: at 16.61% examples, 548439 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:36,152 : INFO : EPOCH 4 - PROGRESS: at 16.75% examples, 548580 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:37,155 : INFO : EPOCH 4 - PROGRESS: at 16.89% examples, 548547 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:38,176 : INFO : EPOCH 4 - PROGRESS: at 17.04% examples, 548590 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:39,192 : INFO : EPOCH 4 - PROGRESS: at 17.18% examples, 548607 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:40,193 : INFO : EPOCH 4 - PROGRESS: at 17.32% examples, 548635 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:43:41,196 : INFO : EPOCH 4 - PROGRESS: at 17.46% examples, 548763 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:42,209 : INFO : EPOCH 4 - PROGRESS: at 17.60% examples, 548774 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:43,218 : INFO : EPOCH 4 - PROGRESS: at 17.75% examples, 548871 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:43:44,225 : INFO : EPOCH 4 - PROGRESS: at 17.89% examples, 548916 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:45,237 : INFO : EPOCH 4 - PROGRESS: at 18.03% examples, 548949 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:46,243 : INFO : EPOCH 4 - PROGRESS: at 18.17% examples, 548951 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:47,246 : INFO : EPOCH 4 - PROGRESS: at 18.32% examples, 549044 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:48,258 : INFO : EPOCH 4 - PROGRESS: at 18.46% examples, 548987 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:49,260 : INFO : EPOCH 4 - PROGRESS: at 18.60% examples, 549048 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:50,265 : INFO : EPOCH 4 - PROGRESS: at 18.74% examples, 549098 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:51,269 : INFO : EPOCH 4 - PROGRESS: at 18.88% examples, 549151 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:52,272 : INFO : EPOCH 4 - PROGRESS: at 19.02% examples, 549172 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:53,273 : INFO : EPOCH 4 - PROGRESS: at 19.16% examples, 549238 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:54,294 : INFO : EPOCH 4 - PROGRESS: at 19.31% examples, 549286 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:55,314 : INFO : EPOCH 4 - PROGRESS: at 19.45% examples, 549345 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:43:56,323 : INFO : EPOCH 4 - PROGRESS: at 19.59% examples, 549446 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:57,333 : INFO : EPOCH 4 - PROGRESS: at 19.74% examples, 549443 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:58,338 : INFO : EPOCH 4 - PROGRESS: at 19.88% examples, 549468 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:43:59,369 : INFO : EPOCH 4 - PROGRESS: at 20.02% examples, 549474 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:44:00,372 : INFO : EPOCH 4 - PROGRESS: at 20.16% examples, 549490 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:44:01,393 : INFO : EPOCH 4 - PROGRESS: at 20.30% examples, 549396 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:02,397 : INFO : EPOCH 4 - PROGRESS: at 20.44% examples, 549422 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:03,412 : INFO : EPOCH 4 - PROGRESS: at 20.58% examples, 549446 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:04,425 : INFO : EPOCH 4 - PROGRESS: at 20.72% examples, 549532 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:05,441 : INFO : EPOCH 4 - PROGRESS: at 20.87% examples, 549604 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:06,456 : INFO : EPOCH 4 - PROGRESS: at 21.01% examples, 549633 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:07,457 : INFO : EPOCH 4 - PROGRESS: at 21.15% examples, 549636 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:44:08,460 : INFO : EPOCH 4 - PROGRESS: at 21.28% examples, 549575 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:44:09,463 : INFO : EPOCH 4 - PROGRESS: at 21.43% examples, 549592 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:10,491 : INFO : EPOCH 4 - PROGRESS: at 21.57% examples, 549560 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:11,502 : INFO : EPOCH 4 - PROGRESS: at 21.71% examples, 549589 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:12,521 : INFO : EPOCH 4 - PROGRESS: at 21.85% examples, 549653 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:13,524 : INFO : EPOCH 4 - PROGRESS: at 22.00% examples, 549708 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:14,529 : INFO : EPOCH 4 - PROGRESS: at 22.14% examples, 549719 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:15,545 : INFO : EPOCH 4 - PROGRESS: at 22.28% examples, 549742 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:16,549 : INFO : EPOCH 4 - PROGRESS: at 22.42% examples, 549837 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:17,552 : INFO : EPOCH 4 - PROGRESS: at 22.56% examples, 549849 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:18,555 : INFO : EPOCH 4 - PROGRESS: at 22.70% examples, 549909 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:19,575 : INFO : EPOCH 4 - PROGRESS: at 22.85% examples, 549930 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:20,606 : INFO : EPOCH 4 - PROGRESS: at 22.99% examples, 549956 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:44:21,612 : INFO : EPOCH 4 - PROGRESS: at 23.13% examples, 549944 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:22,632 : INFO : EPOCH 4 - PROGRESS: at 23.28% examples, 549940 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:23,633 : INFO : EPOCH 4 - PROGRESS: at 23.42% examples, 549990 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:44:24,642 : INFO : EPOCH 4 - PROGRESS: at 23.56% examples, 550013 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:25,643 : INFO : EPOCH 4 - PROGRESS: at 23.70% examples, 550014 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:26,644 : INFO : EPOCH 4 - PROGRESS: at 23.84% examples, 550035 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:27,657 : INFO : EPOCH 4 - PROGRESS: at 23.98% examples, 550080 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:28,675 : INFO : EPOCH 4 - PROGRESS: at 24.13% examples, 550086 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:29,684 : INFO : EPOCH 4 - PROGRESS: at 24.27% examples, 550142 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:30,685 : INFO : EPOCH 4 - PROGRESS: at 24.41% examples, 550154 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:31,693 : INFO : EPOCH 4 - PROGRESS: at 24.55% examples, 550145 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:44:32,718 : INFO : EPOCH 4 - PROGRESS: at 24.70% examples, 550190 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:44:33,742 : INFO : EPOCH 4 - 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},
{
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"output_type": "stream",
"text": "2018-06-23 14:45:38,351 : INFO : EPOCH 4 - PROGRESS: at 33.89% examples, 550891 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:39,354 : INFO : EPOCH 4 - PROGRESS: at 34.03% examples, 550897 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:45:40,370 : INFO : EPOCH 4 - PROGRESS: at 34.17% examples, 550893 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:41,397 : INFO : EPOCH 4 - PROGRESS: at 34.31% examples, 550888 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:42,400 : INFO : EPOCH 4 - PROGRESS: at 34.46% examples, 550916 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:43,404 : INFO : EPOCH 4 - PROGRESS: at 34.60% examples, 550912 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:44,414 : INFO : EPOCH 4 - PROGRESS: at 34.74% examples, 550886 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:45,430 : INFO : EPOCH 4 - PROGRESS: at 34.88% examples, 550884 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:46,452 : INFO : EPOCH 4 - PROGRESS: at 35.02% examples, 550841 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:47,471 : INFO : EPOCH 4 - PROGRESS: at 35.16% examples, 550852 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:48,486 : INFO : EPOCH 4 - PROGRESS: at 35.30% examples, 550855 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:45:49,486 : INFO : EPOCH 4 - PROGRESS: at 35.45% examples, 550871 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:50,492 : INFO : EPOCH 4 - PROGRESS: at 35.59% examples, 550884 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:51,505 : INFO : EPOCH 4 - PROGRESS: at 35.73% examples, 550895 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:52,523 : INFO : EPOCH 4 - PROGRESS: at 35.87% examples, 550861 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:45:53,532 : INFO : EPOCH 4 - PROGRESS: at 36.01% examples, 550864 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:54,553 : INFO : EPOCH 4 - PROGRESS: at 36.15% examples, 550848 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:55,558 : INFO : EPOCH 4 - PROGRESS: at 36.29% examples, 550840 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:56,568 : INFO : EPOCH 4 - PROGRESS: at 36.43% examples, 550817 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:45:57,576 : INFO : EPOCH 4 - PROGRESS: at 36.58% examples, 550806 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:58,576 : INFO : EPOCH 4 - PROGRESS: at 36.72% examples, 550836 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:45:59,587 : INFO : EPOCH 4 - PROGRESS: at 36.86% examples, 550812 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:00,590 : INFO : EPOCH 4 - PROGRESS: at 37.00% examples, 550802 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:01,594 : INFO : EPOCH 4 - PROGRESS: at 37.13% examples, 550742 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:02,597 : INFO : EPOCH 4 - PROGRESS: at 37.27% examples, 550709 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:03,624 : INFO : EPOCH 4 - PROGRESS: at 37.41% examples, 550672 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:46:04,626 : INFO : EPOCH 4 - PROGRESS: at 37.56% examples, 550692 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:05,627 : INFO : EPOCH 4 - PROGRESS: at 37.70% examples, 550726 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:06,633 : INFO : EPOCH 4 - PROGRESS: at 37.84% examples, 550714 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:07,638 : INFO : EPOCH 4 - PROGRESS: at 37.98% examples, 550737 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:08,654 : INFO : EPOCH 4 - PROGRESS: at 38.12% examples, 550725 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:09,657 : INFO : EPOCH 4 - PROGRESS: at 38.27% examples, 550764 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:10,664 : INFO : EPOCH 4 - PROGRESS: at 38.41% examples, 550747 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:11,673 : INFO : EPOCH 4 - PROGRESS: at 38.55% examples, 550730 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:12,683 : INFO : EPOCH 4 - PROGRESS: at 38.69% examples, 550735 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:13,685 : INFO : EPOCH 4 - PROGRESS: at 38.83% examples, 550756 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:14,699 : INFO : EPOCH 4 - PROGRESS: at 38.97% examples, 550728 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:15,707 : INFO : EPOCH 4 - PROGRESS: at 39.12% examples, 550779 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:16,708 : INFO : EPOCH 4 - PROGRESS: at 39.26% examples, 550797 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:17,724 : INFO : EPOCH 4 - PROGRESS: at 39.40% examples, 550794 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:18,733 : INFO : EPOCH 4 - PROGRESS: at 39.54% examples, 550783 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:46:19,758 : INFO : EPOCH 4 - PROGRESS: at 39.68% examples, 550791 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:20,760 : INFO : EPOCH 4 - PROGRESS: at 39.83% examples, 550809 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:21,779 : INFO : EPOCH 4 - PROGRESS: at 39.97% examples, 550802 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:22,784 : INFO : EPOCH 4 - PROGRESS: at 40.11% examples, 550835 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:23,785 : INFO : EPOCH 4 - PROGRESS: at 40.25% examples, 550815 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:24,802 : INFO : EPOCH 4 - PROGRESS: at 40.39% examples, 550827 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:25,812 : INFO : EPOCH 4 - PROGRESS: at 40.54% examples, 550823 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:26,818 : INFO : EPOCH 4 - PROGRESS: at 40.68% examples, 550817 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:27,832 : INFO : EPOCH 4 - PROGRESS: at 40.82% examples, 550786 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:46:28,837 : INFO : EPOCH 4 - PROGRESS: at 40.96% examples, 550800 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:29,850 : INFO : EPOCH 4 - PROGRESS: at 41.10% examples, 550770 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:30,853 : INFO : EPOCH 4 - PROGRESS: at 41.24% examples, 550813 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:31,855 : INFO : EPOCH 4 - PROGRESS: at 41.38% examples, 550785 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:32,860 : INFO : EPOCH 4 - PROGRESS: at 41.52% examples, 550785 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:33,860 : INFO : EPOCH 4 - PROGRESS: at 41.66% examples, 550783 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:34,867 : INFO : EPOCH 4 - PROGRESS: at 41.80% examples, 550745 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:35,871 : INFO : EPOCH 4 - PROGRESS: at 41.94% examples, 550803 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:36,893 : INFO : EPOCH 4 - PROGRESS: at 42.08% examples, 550793 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:37,895 : INFO : EPOCH 4 - PROGRESS: at 42.23% examples, 550839 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:38,913 : INFO : EPOCH 4 - PROGRESS: at 42.37% examples, 550806 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:39,919 : INFO : EPOCH 4 - PROGRESS: at 42.51% examples, 550853 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:40,936 : INFO : EPOCH 4 - PROGRESS: at 42.66% examples, 550880 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:41,944 : INFO : EPOCH 4 - PROGRESS: at 42.80% examples, 550915 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:42,946 : INFO : EPOCH 4 - PROGRESS: at 42.94% examples, 550940 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:43,946 : INFO : EPOCH 4 - PROGRESS: at 43.09% examples, 550995 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:44,948 : INFO : EPOCH 4 - PROGRESS: at 43.22% examples, 550974 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:45,955 : INFO : EPOCH 4 - PROGRESS: at 43.36% examples, 550971 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:46,958 : INFO : EPOCH 4 - PROGRESS: at 43.50% examples, 550954 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:47,965 : INFO : EPOCH 4 - PROGRESS: at 43.65% examples, 550970 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:48,972 : INFO : EPOCH 4 - PROGRESS: at 43.79% examples, 550967 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:49,987 : INFO : EPOCH 4 - PROGRESS: at 43.93% examples, 550980 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:50,992 : INFO : EPOCH 4 - PROGRESS: at 44.07% examples, 551007 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:46:52,005 : INFO : EPOCH 4 - PROGRESS: at 44.21% examples, 550972 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:46:53,005 : INFO : EPOCH 4 - PROGRESS: at 44.35% examples, 551029 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:54,017 : INFO : EPOCH 4 - PROGRESS: at 44.49% examples, 551021 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:55,021 : INFO : EPOCH 4 - PROGRESS: at 44.63% examples, 551026 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:56,023 : INFO : EPOCH 4 - PROGRESS: at 44.77% examples, 551037 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:57,027 : INFO : EPOCH 4 - PROGRESS: at 44.91% examples, 551047 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:58,027 : INFO : EPOCH 4 - PROGRESS: at 45.05% examples, 551047 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:46:59,031 : INFO : EPOCH 4 - PROGRESS: at 45.19% examples, 551052 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:47:00,042 : INFO : EPOCH 4 - PROGRESS: at 45.34% examples, 551081 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:01,061 : INFO : EPOCH 4 - 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PROGRESS: at 48.03% examples, 551240 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:20,258 : INFO : EPOCH 4 - PROGRESS: at 48.17% examples, 551232 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:47:21,289 : INFO : EPOCH 4 - PROGRESS: at 48.32% examples, 551253 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:47:22,299 : INFO : EPOCH 4 - PROGRESS: at 48.46% examples, 551263 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:47:23,299 : INFO : EPOCH 4 - PROGRESS: at 48.60% examples, 551309 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:24,300 : INFO : EPOCH 4 - PROGRESS: at 48.74% examples, 551309 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:25,300 : INFO : EPOCH 4 - PROGRESS: at 48.89% examples, 551327 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:26,308 : INFO : EPOCH 4 - PROGRESS: at 49.03% examples, 551336 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:27,312 : INFO : EPOCH 4 - PROGRESS: at 49.17% examples, 551332 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:28,314 : INFO : EPOCH 4 - PROGRESS: at 49.31% examples, 551355 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:29,319 : INFO : EPOCH 4 - PROGRESS: at 49.45% examples, 551347 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:30,320 : INFO : EPOCH 4 - PROGRESS: at 49.59% examples, 551366 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:31,328 : INFO : EPOCH 4 - PROGRESS: at 49.73% examples, 551379 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:32,341 : INFO : EPOCH 4 - PROGRESS: at 49.88% examples, 551382 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:33,343 : INFO : EPOCH 4 - PROGRESS: at 50.02% examples, 551377 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:34,363 : INFO : EPOCH 4 - PROGRESS: at 50.16% examples, 551367 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:35,368 : INFO : EPOCH 4 - PROGRESS: at 50.30% examples, 551397 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:36,379 : INFO : EPOCH 4 - PROGRESS: at 50.44% examples, 551378 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:47:37,409 : INFO : EPOCH 4 - 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PROGRESS: at 54.40% examples, 551604 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:48:05,622 : INFO : EPOCH 4 - PROGRESS: at 54.54% examples, 551628 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:06,637 : INFO : EPOCH 4 - PROGRESS: at 54.69% examples, 551629 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:07,640 : INFO : EPOCH 4 - PROGRESS: at 54.83% examples, 551662 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:08,656 : INFO : EPOCH 4 - PROGRESS: at 54.97% examples, 551665 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:09,665 : INFO : EPOCH 4 - PROGRESS: at 55.11% examples, 551676 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:48:10,683 : INFO : EPOCH 4 - PROGRESS: at 55.26% examples, 551690 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:11,702 : INFO : EPOCH 4 - PROGRESS: at 55.40% examples, 551684 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:48:12,705 : INFO : EPOCH 4 - PROGRESS: at 55.54% examples, 551699 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:13,717 : INFO : EPOCH 4 - PROGRESS: at 55.68% examples, 551682 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:14,720 : INFO : EPOCH 4 - PROGRESS: at 55.82% examples, 551698 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:15,733 : INFO : EPOCH 4 - PROGRESS: at 55.97% examples, 551701 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:16,742 : INFO : EPOCH 4 - PROGRESS: at 56.11% examples, 551709 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:17,748 : INFO : EPOCH 4 - PROGRESS: at 56.25% examples, 551707 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:18,751 : INFO : EPOCH 4 - PROGRESS: at 56.39% examples, 551723 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:19,762 : INFO : EPOCH 4 - PROGRESS: at 56.53% examples, 551698 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:20,777 : INFO : EPOCH 4 - PROGRESS: at 56.67% examples, 551696 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:21,782 : INFO : EPOCH 4 - PROGRESS: at 56.81% examples, 551696 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:22,784 : INFO : EPOCH 4 - PROGRESS: at 56.95% examples, 551701 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:23,791 : INFO : EPOCH 4 - PROGRESS: at 57.09% examples, 551697 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:24,793 : INFO : EPOCH 4 - PROGRESS: at 57.23% examples, 551692 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:25,796 : INFO : EPOCH 4 - PROGRESS: at 57.37% examples, 551673 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:26,797 : INFO : EPOCH 4 - PROGRESS: at 57.51% examples, 551679 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:27,815 : INFO : EPOCH 4 - PROGRESS: at 57.65% examples, 551674 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:28,821 : INFO : EPOCH 4 - PROGRESS: at 57.79% examples, 551663 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:48:29,851 : INFO : EPOCH 4 - PROGRESS: at 57.94% examples, 551670 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:48:30,858 : INFO : EPOCH 4 - PROGRESS: at 58.08% examples, 551696 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:31,877 : INFO : EPOCH 4 - PROGRESS: at 58.22% examples, 551689 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:32,886 : INFO : EPOCH 4 - PROGRESS: at 58.37% examples, 551699 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:33,900 : INFO : EPOCH 4 - PROGRESS: at 58.51% examples, 551681 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:48:34,933 : INFO : EPOCH 4 - PROGRESS: at 58.65% examples, 551693 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:48:35,934 : INFO : EPOCH 4 - PROGRESS: at 58.80% examples, 551730 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:36,954 : INFO : EPOCH 4 - PROGRESS: at 58.94% examples, 551741 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:37,957 : INFO : EPOCH 4 - PROGRESS: at 59.08% examples, 551765 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:38,965 : INFO : EPOCH 4 - PROGRESS: at 59.22% examples, 551762 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:39,966 : INFO : EPOCH 4 - PROGRESS: at 59.36% examples, 551780 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:40,975 : INFO : EPOCH 4 - PROGRESS: at 59.50% examples, 551775 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:41,980 : INFO : EPOCH 4 - PROGRESS: at 59.65% examples, 551809 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:42,996 : INFO : EPOCH 4 - PROGRESS: at 59.79% examples, 551796 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:44,014 : INFO : EPOCH 4 - PROGRESS: at 59.93% examples, 551812 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:45,014 : INFO : EPOCH 4 - PROGRESS: at 60.07% examples, 551837 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:46,015 : INFO : EPOCH 4 - PROGRESS: at 60.22% examples, 551858 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:47,029 : INFO : EPOCH 4 - PROGRESS: at 60.36% examples, 551860 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:48,055 : INFO : EPOCH 4 - PROGRESS: at 60.50% examples, 551886 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:49,057 : INFO : EPOCH 4 - PROGRESS: at 60.64% examples, 551887 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:50,061 : INFO : EPOCH 4 - PROGRESS: at 60.79% examples, 551902 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:48:51,079 : INFO : EPOCH 4 - PROGRESS: at 60.93% examples, 551905 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:52,081 : INFO : EPOCH 4 - PROGRESS: at 61.07% examples, 551943 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:53,083 : INFO : EPOCH 4 - PROGRESS: at 61.21% examples, 551947 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:54,085 : INFO : EPOCH 4 - PROGRESS: at 61.35% examples, 551960 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:55,086 : INFO : EPOCH 4 - PROGRESS: at 61.50% examples, 551983 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:56,093 : INFO : EPOCH 4 - PROGRESS: at 61.64% examples, 551981 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:57,094 : INFO : EPOCH 4 - PROGRESS: at 61.78% examples, 552011 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:58,100 : INFO : EPOCH 4 - PROGRESS: at 61.92% examples, 552009 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:48:59,117 : INFO : EPOCH 4 - PROGRESS: at 62.06% examples, 552005 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:49:00,139 : INFO : EPOCH 4 - PROGRESS: at 62.20% examples, 552016 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:01,141 : INFO : EPOCH 4 - PROGRESS: at 62.34% examples, 552018 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:02,177 : INFO : EPOCH 4 - PROGRESS: at 62.49% examples, 551993 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:49:03,185 : INFO : EPOCH 4 - PROGRESS: at 62.63% examples, 552003 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:04,202 : INFO : EPOCH 4 - PROGRESS: at 62.77% examples, 551998 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:05,208 : INFO : EPOCH 4 - PROGRESS: at 62.91% examples, 552013 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:06,229 : INFO : EPOCH 4 - PROGRESS: at 63.05% examples, 551995 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:49:07,248 : INFO : EPOCH 4 - PROGRESS: at 63.19% examples, 551995 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:08,256 : INFO : EPOCH 4 - PROGRESS: at 63.33% examples, 551993 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:09,276 : INFO : EPOCH 4 - PROGRESS: at 63.48% examples, 551990 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:49:10,280 : INFO : EPOCH 4 - PROGRESS: at 63.62% examples, 552008 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:49:11,280 : INFO : EPOCH 4 - PROGRESS: at 63.76% examples, 552033 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:12,289 : INFO : EPOCH 4 - PROGRESS: at 63.90% examples, 552007 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:49:13,296 : INFO : EPOCH 4 - PROGRESS: at 64.04% examples, 552026 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:14,309 : INFO : EPOCH 4 - PROGRESS: at 64.18% examples, 552029 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:49:15,312 : INFO : EPOCH 4 - PROGRESS: at 64.33% examples, 552063 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:16,314 : INFO : EPOCH 4 - PROGRESS: at 64.47% examples, 552062 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:17,331 : INFO : EPOCH 4 - PROGRESS: at 64.61% examples, 552046 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:18,332 : INFO : EPOCH 4 - PROGRESS: at 64.75% examples, 552053 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:49:19,354 : INFO : EPOCH 4 - PROGRESS: at 64.89% examples, 552045 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:20,357 : INFO : EPOCH 4 - PROGRESS: at 65.03% examples, 552040 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:21,376 : INFO : EPOCH 4 - PROGRESS: at 65.17% examples, 552034 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:22,377 : INFO : EPOCH 4 - PROGRESS: at 65.32% examples, 552052 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:23,384 : INFO : EPOCH 4 - PROGRESS: at 65.45% examples, 552031 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:24,385 : INFO : EPOCH 4 - PROGRESS: at 65.60% examples, 552049 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:25,400 : INFO : EPOCH 4 - PROGRESS: at 65.74% examples, 552050 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:26,407 : INFO : EPOCH 4 - PROGRESS: at 65.88% examples, 552057 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:27,409 : INFO : EPOCH 4 - PROGRESS: at 66.02% examples, 552038 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:49:28,423 : INFO : EPOCH 4 - PROGRESS: at 66.16% examples, 552032 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:29,428 : INFO : EPOCH 4 - PROGRESS: at 66.30% examples, 552042 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:30,440 : INFO : EPOCH 4 - PROGRESS: at 66.45% examples, 552057 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:31,446 : INFO : EPOCH 4 - PROGRESS: at 66.59% examples, 552069 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:32,454 : INFO : EPOCH 4 - PROGRESS: at 66.73% examples, 552060 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:33,457 : INFO : EPOCH 4 - PROGRESS: at 66.87% examples, 552041 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:49:34,463 : INFO : EPOCH 4 - PROGRESS: at 67.01% examples, 552062 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:35,465 : INFO : EPOCH 4 - PROGRESS: at 67.15% examples, 552063 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:36,465 : INFO : EPOCH 4 - PROGRESS: at 67.29% examples, 552076 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:37,479 : INFO : EPOCH 4 - PROGRESS: at 67.43% examples, 552079 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:38,481 : INFO : EPOCH 4 - PROGRESS: at 67.57% examples, 552078 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:39,492 : INFO : EPOCH 4 - PROGRESS: at 67.72% examples, 552083 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:40,498 : INFO : EPOCH 4 - PROGRESS: at 67.86% examples, 552090 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:41,505 : INFO : EPOCH 4 - PROGRESS: at 68.00% examples, 552099 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:42,506 : INFO : EPOCH 4 - PROGRESS: at 68.14% examples, 552117 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:43,516 : INFO : EPOCH 4 - PROGRESS: at 68.28% examples, 552124 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:44,524 : INFO : EPOCH 4 - PROGRESS: at 68.43% examples, 552128 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:45,563 : INFO : EPOCH 4 - PROGRESS: at 68.57% examples, 552124 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:49:46,563 : INFO : EPOCH 4 - 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PROGRESS: at 69.99% examples, 552180 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:56,646 : INFO : EPOCH 4 - PROGRESS: at 70.13% examples, 552214 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:57,668 : INFO : EPOCH 4 - PROGRESS: at 70.27% examples, 552213 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:49:58,669 : INFO : EPOCH 4 - PROGRESS: at 70.42% examples, 552229 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:49:59,681 : INFO : EPOCH 4 - PROGRESS: at 70.56% examples, 552221 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:00,682 : INFO : EPOCH 4 - PROGRESS: at 70.70% examples, 552221 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:01,702 : INFO : EPOCH 4 - PROGRESS: at 70.83% examples, 552179 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:50:02,708 : INFO : EPOCH 4 - PROGRESS: at 70.97% examples, 552165 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:03,709 : INFO : EPOCH 4 - PROGRESS: at 71.11% examples, 552163 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:04,733 : INFO : EPOCH 4 - 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PROGRESS: at 75.06% examples, 552216 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:50:33,038 : INFO : EPOCH 4 - PROGRESS: at 75.20% examples, 552219 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:34,039 : INFO : EPOCH 4 - PROGRESS: at 75.34% examples, 552186 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:50:35,040 : INFO : EPOCH 4 - PROGRESS: at 75.48% examples, 552174 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:36,047 : INFO : EPOCH 4 - PROGRESS: at 75.62% examples, 552171 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:37,048 : INFO : EPOCH 4 - PROGRESS: at 75.76% examples, 552179 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:38,058 : INFO : EPOCH 4 - PROGRESS: at 75.90% examples, 552174 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:39,066 : INFO : EPOCH 4 - PROGRESS: at 76.04% examples, 552184 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:40,073 : INFO : EPOCH 4 - PROGRESS: at 76.18% examples, 552195 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:41,082 : INFO : EPOCH 4 - PROGRESS: at 76.32% examples, 552195 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:50:42,084 : INFO : EPOCH 4 - PROGRESS: at 76.46% examples, 552209 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:43,104 : INFO : EPOCH 4 - PROGRESS: at 76.61% examples, 552205 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:44,111 : INFO : EPOCH 4 - PROGRESS: at 76.75% examples, 552204 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:45,121 : INFO : EPOCH 4 - PROGRESS: at 76.89% examples, 552213 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:46,137 : INFO : EPOCH 4 - PROGRESS: at 77.03% examples, 552203 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:47,143 : INFO : EPOCH 4 - PROGRESS: at 77.17% examples, 552216 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:48,147 : INFO : EPOCH 4 - PROGRESS: at 77.31% examples, 552231 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:49,150 : INFO : EPOCH 4 - PROGRESS: at 77.45% examples, 552230 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:50,152 : INFO : EPOCH 4 - PROGRESS: at 77.60% examples, 552239 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:51,188 : INFO : EPOCH 4 - PROGRESS: at 77.74% examples, 552227 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:50:52,211 : INFO : EPOCH 4 - PROGRESS: at 77.88% examples, 552225 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:50:53,217 : INFO : EPOCH 4 - PROGRESS: at 78.03% examples, 552244 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:54,217 : INFO : EPOCH 4 - PROGRESS: at 78.17% examples, 552248 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:55,232 : INFO : EPOCH 4 - PROGRESS: at 78.31% examples, 552242 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:56,233 : INFO : EPOCH 4 - PROGRESS: at 78.45% examples, 552244 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:57,259 : INFO : EPOCH 4 - PROGRESS: at 78.59% examples, 552231 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:50:58,271 : INFO : EPOCH 4 - PROGRESS: at 78.73% examples, 552236 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:50:59,271 : INFO : EPOCH 4 - PROGRESS: at 78.87% examples, 552236 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:00,271 : INFO : EPOCH 4 - PROGRESS: at 79.02% examples, 552247 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:01,283 : INFO : EPOCH 4 - PROGRESS: at 79.16% examples, 552234 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:02,293 : INFO : EPOCH 4 - PROGRESS: at 79.30% examples, 552238 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:51:03,314 : INFO : EPOCH 4 - PROGRESS: at 79.44% examples, 552231 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:04,327 : INFO : EPOCH 4 - PROGRESS: at 79.58% examples, 552233 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:05,333 : INFO : EPOCH 4 - PROGRESS: at 79.72% examples, 552228 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:06,344 : INFO : EPOCH 4 - PROGRESS: at 79.87% examples, 552237 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:07,365 : INFO : EPOCH 4 - PROGRESS: at 80.01% examples, 552242 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:08,382 : INFO : EPOCH 4 - PROGRESS: at 80.15% examples, 552238 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:09,397 : INFO : EPOCH 4 - PROGRESS: at 80.29% examples, 552238 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:10,401 : INFO : EPOCH 4 - PROGRESS: at 80.44% examples, 552247 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:11,420 : INFO : EPOCH 4 - PROGRESS: at 80.58% examples, 552230 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:51:12,423 : INFO : EPOCH 4 - PROGRESS: at 80.72% examples, 552252 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:13,444 : INFO : EPOCH 4 - PROGRESS: at 80.86% examples, 552250 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:14,444 : INFO : EPOCH 4 - PROGRESS: at 81.01% examples, 552262 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:15,452 : INFO : EPOCH 4 - PROGRESS: at 81.15% examples, 552255 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:16,458 : INFO : EPOCH 4 - PROGRESS: at 81.29% examples, 552263 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:51:17,471 : INFO : EPOCH 4 - PROGRESS: at 81.43% examples, 552265 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:18,482 : INFO : EPOCH 4 - PROGRESS: at 81.57% examples, 552267 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:19,497 : INFO : EPOCH 4 - PROGRESS: at 81.71% examples, 552267 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:20,500 : INFO : EPOCH 4 - PROGRESS: at 81.86% examples, 552277 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:21,517 : INFO : EPOCH 4 - PROGRESS: at 82.00% examples, 552273 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:22,519 : INFO : EPOCH 4 - PROGRESS: at 82.14% examples, 552286 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:51:23,519 : INFO : EPOCH 4 - PROGRESS: at 82.28% examples, 552274 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:24,525 : INFO : EPOCH 4 - PROGRESS: at 82.42% examples, 552272 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:25,534 : INFO : EPOCH 4 - PROGRESS: at 82.56% examples, 552266 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:26,549 : INFO : EPOCH 4 - PROGRESS: at 82.70% examples, 552263 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:27,553 : INFO : EPOCH 4 - PROGRESS: at 82.84% examples, 552270 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:51:28,558 : INFO : EPOCH 4 - PROGRESS: at 82.99% examples, 552291 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:29,572 : INFO : EPOCH 4 - PROGRESS: at 83.13% examples, 552292 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:30,573 : INFO : EPOCH 4 - PROGRESS: at 83.27% examples, 552300 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:31,577 : INFO : EPOCH 4 - PROGRESS: at 83.41% examples, 552298 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:32,581 : INFO : EPOCH 4 - PROGRESS: at 83.55% examples, 552315 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:33,591 : INFO : EPOCH 4 - PROGRESS: at 83.69% examples, 552320 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:34,599 : INFO : EPOCH 4 - PROGRESS: at 83.84% examples, 552324 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:35,620 : INFO : EPOCH 4 - PROGRESS: at 83.98% examples, 552328 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:36,624 : INFO : EPOCH 4 - PROGRESS: at 84.12% examples, 552338 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:37,628 : INFO : EPOCH 4 - PROGRESS: at 84.26% examples, 552344 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:38,629 : INFO : EPOCH 4 - PROGRESS: at 84.40% examples, 552341 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:51:39,631 : INFO : EPOCH 4 - PROGRESS: at 84.55% examples, 552352 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:40,631 : INFO : EPOCH 4 - PROGRESS: at 84.69% examples, 552359 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:41,634 : INFO : EPOCH 4 - PROGRESS: at 84.83% examples, 552365 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:42,648 : INFO : EPOCH 4 - PROGRESS: at 84.97% examples, 552361 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:43,649 : INFO : EPOCH 4 - PROGRESS: at 85.11% examples, 552367 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:44,660 : INFO : EPOCH 4 - PROGRESS: at 85.25% examples, 552352 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:45,678 : INFO : EPOCH 4 - PROGRESS: at 85.40% examples, 552344 words/s, in_qsize 6, out_qsize 1\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:51:46,679 : INFO : EPOCH 4 - PROGRESS: at 85.54% examples, 552331 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:47,681 : INFO : EPOCH 4 - PROGRESS: at 85.68% examples, 552326 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:48,688 : INFO : EPOCH 4 - PROGRESS: at 85.82% examples, 552326 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:51:49,700 : INFO : EPOCH 4 - PROGRESS: at 85.96% examples, 552320 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:50,700 : INFO : EPOCH 4 - PROGRESS: at 86.10% examples, 552321 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:51,703 : INFO : EPOCH 4 - PROGRESS: at 86.24% examples, 552325 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:52,712 : INFO : EPOCH 4 - PROGRESS: at 86.38% examples, 552327 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:53,725 : INFO : EPOCH 4 - PROGRESS: at 86.52% examples, 552316 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:54,731 : INFO : EPOCH 4 - PROGRESS: at 86.66% examples, 552309 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:51:55,733 : INFO : EPOCH 4 - PROGRESS: at 86.80% examples, 552312 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:56,745 : INFO : EPOCH 4 - PROGRESS: at 86.95% examples, 552307 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:57,748 : INFO : EPOCH 4 - PROGRESS: at 87.09% examples, 552316 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:58,766 : INFO : EPOCH 4 - PROGRESS: at 87.23% examples, 552320 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:51:59,772 : INFO : EPOCH 4 - PROGRESS: at 87.38% examples, 552331 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:00,792 : INFO : EPOCH 4 - PROGRESS: at 87.52% examples, 552299 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:01,795 : INFO : EPOCH 4 - PROGRESS: at 87.66% examples, 552290 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:02,803 : INFO : EPOCH 4 - PROGRESS: at 87.79% examples, 552269 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:03,814 : INFO : EPOCH 4 - PROGRESS: at 87.94% examples, 552263 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:04,819 : INFO : EPOCH 4 - PROGRESS: at 88.08% examples, 552255 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:05,834 : INFO : EPOCH 4 - PROGRESS: at 88.22% examples, 552253 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:06,848 : INFO : EPOCH 4 - PROGRESS: at 88.36% examples, 552250 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:07,863 : INFO : EPOCH 4 - PROGRESS: at 88.51% examples, 552266 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:08,879 : INFO : EPOCH 4 - PROGRESS: at 88.65% examples, 552273 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:09,879 : INFO : EPOCH 4 - PROGRESS: at 88.79% examples, 552296 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:10,894 : INFO : EPOCH 4 - PROGRESS: at 88.94% examples, 552296 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:11,897 : INFO : EPOCH 4 - PROGRESS: at 89.08% examples, 552295 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:12,899 : INFO : EPOCH 4 - PROGRESS: at 89.22% examples, 552305 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:13,905 : INFO : EPOCH 4 - 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PROGRESS: at 90.63% examples, 552332 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:23,991 : INFO : EPOCH 4 - PROGRESS: at 90.77% examples, 552333 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:24,994 : INFO : EPOCH 4 - PROGRESS: at 90.92% examples, 552341 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:26,020 : INFO : EPOCH 4 - PROGRESS: at 91.06% examples, 552331 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:52:27,031 : INFO : EPOCH 4 - PROGRESS: at 91.20% examples, 552335 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:28,032 : INFO : EPOCH 4 - PROGRESS: at 91.34% examples, 552336 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:29,042 : INFO : EPOCH 4 - PROGRESS: at 91.48% examples, 552333 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:30,045 : INFO : EPOCH 4 - PROGRESS: at 91.62% examples, 552320 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:52:31,063 : INFO : EPOCH 4 - PROGRESS: at 91.76% examples, 552328 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:32,070 : INFO : EPOCH 4 - PROGRESS: at 91.90% examples, 552337 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:33,076 : INFO : EPOCH 4 - PROGRESS: at 92.04% examples, 552328 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:52:34,082 : INFO : EPOCH 4 - PROGRESS: at 92.19% examples, 552337 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:35,087 : INFO : EPOCH 4 - PROGRESS: at 92.33% examples, 552350 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:36,089 : INFO : EPOCH 4 - PROGRESS: at 92.47% examples, 552349 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:37,104 : INFO : EPOCH 4 - PROGRESS: at 92.61% examples, 552339 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:52:38,111 : INFO : EPOCH 4 - PROGRESS: at 92.75% examples, 552346 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:39,128 : INFO : EPOCH 4 - PROGRESS: at 92.89% examples, 552356 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:40,135 : INFO : EPOCH 4 - PROGRESS: at 93.03% examples, 552351 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:52:41,144 : INFO : EPOCH 4 - 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},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:53:00,340 : INFO : EPOCH 4 - PROGRESS: at 95.87% examples, 552417 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:01,341 : INFO : EPOCH 4 - PROGRESS: at 96.01% examples, 552410 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:53:02,348 : INFO : EPOCH 4 - PROGRESS: at 96.15% examples, 552406 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:53:03,348 : INFO : EPOCH 4 - PROGRESS: at 96.30% examples, 552419 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:04,355 : INFO : EPOCH 4 - PROGRESS: at 96.44% examples, 552428 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:05,392 : INFO : EPOCH 4 - PROGRESS: at 96.58% examples, 552411 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:53:06,393 : INFO : EPOCH 4 - PROGRESS: at 96.72% examples, 552425 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:07,400 : INFO : EPOCH 4 - PROGRESS: at 96.86% examples, 552433 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:08,415 : INFO : EPOCH 4 - PROGRESS: at 97.00% examples, 552427 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:09,426 : INFO : EPOCH 4 - PROGRESS: at 97.14% examples, 552422 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:10,432 : INFO : EPOCH 4 - PROGRESS: at 97.29% examples, 552442 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:11,436 : INFO : EPOCH 4 - PROGRESS: at 97.43% examples, 552444 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:12,442 : INFO : EPOCH 4 - PROGRESS: at 97.57% examples, 552441 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:13,445 : INFO : EPOCH 4 - PROGRESS: at 97.71% examples, 552442 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:14,449 : INFO : EPOCH 4 - PROGRESS: at 97.85% examples, 552443 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:15,454 : INFO : EPOCH 4 - PROGRESS: at 97.99% examples, 552442 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:16,471 : INFO : EPOCH 4 - PROGRESS: at 98.13% examples, 552433 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:53:17,488 : INFO : EPOCH 4 - PROGRESS: at 98.27% examples, 552435 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:18,496 : INFO : EPOCH 4 - PROGRESS: at 98.41% examples, 552431 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:19,498 : INFO : EPOCH 4 - PROGRESS: at 98.55% examples, 552434 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:20,520 : INFO : EPOCH 4 - PROGRESS: at 98.69% examples, 552432 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:21,525 : INFO : EPOCH 4 - PROGRESS: at 98.83% examples, 552421 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:22,529 : INFO : EPOCH 4 - PROGRESS: at 98.97% examples, 552429 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:23,530 : INFO : EPOCH 4 - PROGRESS: at 99.12% examples, 552444 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:24,548 : INFO : EPOCH 4 - PROGRESS: at 99.26% examples, 552444 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:53:25,553 : INFO : EPOCH 4 - PROGRESS: at 99.40% examples, 552454 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:26,580 : INFO : EPOCH 4 - PROGRESS: at 99.54% examples, 552457 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:53:27,586 : INFO : EPOCH 4 - PROGRESS: at 99.68% examples, 552456 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:28,588 : INFO : EPOCH 4 - PROGRESS: at 99.82% examples, 552448 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:29,618 : INFO : EPOCH 4 - PROGRESS: at 99.96% examples, 552438 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:53:29,833 : INFO : worker thread finished; awaiting finish of 2 more threads\n2018-06-23 14:53:29,836 : INFO : worker thread finished; awaiting finish of 1 more threads\n2018-06-23 14:53:29,844 : INFO : worker thread finished; awaiting finish of 0 more threads\n2018-06-23 14:53:29,845 : INFO : EPOCH - 4 : training on 563354806 raw words (394445984 effective words) took 714.0s, 552454 effective words/s\n2018-06-23 14:53:30,852 : INFO : EPOCH 5 - PROGRESS: at 0.13% examples, 524278 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:31,872 : INFO : EPOCH 5 - PROGRESS: at 0.28% examples, 541005 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:32,894 : INFO : EPOCH 5 - PROGRESS: at 0.42% examples, 545511 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:33,901 : INFO : EPOCH 5 - PROGRESS: at 0.56% examples, 548221 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:34,906 : INFO : EPOCH 5 - PROGRESS: at 0.70% examples, 550095 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:35,918 : INFO : EPOCH 5 - PROGRESS: at 0.85% examples, 550581 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:36,925 : INFO : EPOCH 5 - PROGRESS: at 0.99% examples, 551449 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:37,942 : INFO : EPOCH 5 - PROGRESS: at 1.13% examples, 551251 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:38,958 : INFO : EPOCH 5 - PROGRESS: at 1.27% examples, 551601 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:39,960 : INFO : EPOCH 5 - PROGRESS: at 1.41% examples, 552654 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:40,960 : INFO : EPOCH 5 - PROGRESS: at 1.56% examples, 553200 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:41,979 : INFO : EPOCH 5 - PROGRESS: at 1.70% examples, 552930 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:42,981 : INFO : EPOCH 5 - PROGRESS: at 1.84% examples, 553878 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:44,002 : INFO : EPOCH 5 - PROGRESS: at 1.98% examples, 552934 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:45,010 : INFO : EPOCH 5 - PROGRESS: at 2.13% examples, 553753 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:46,011 : INFO : EPOCH 5 - PROGRESS: at 2.27% examples, 554127 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:47,014 : INFO : EPOCH 5 - PROGRESS: at 2.41% examples, 554214 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:48,025 : INFO : EPOCH 5 - PROGRESS: at 2.55% examples, 554271 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:49,027 : INFO : EPOCH 5 - PROGRESS: at 2.69% examples, 554504 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:50,033 : INFO : EPOCH 5 - PROGRESS: at 2.83% examples, 554389 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:51,036 : INFO : EPOCH 5 - PROGRESS: at 2.98% examples, 554385 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:52,051 : INFO : EPOCH 5 - PROGRESS: at 3.12% examples, 554656 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:53,060 : INFO : EPOCH 5 - PROGRESS: at 3.26% examples, 554724 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:54,081 : INFO : EPOCH 5 - PROGRESS: at 3.40% examples, 554213 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:53:55,097 : INFO : EPOCH 5 - PROGRESS: at 3.54% examples, 554188 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:56,104 : INFO : EPOCH 5 - PROGRESS: at 3.68% examples, 554033 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:57,111 : INFO : EPOCH 5 - PROGRESS: at 3.83% examples, 554007 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:58,124 : INFO : EPOCH 5 - PROGRESS: at 3.97% examples, 553570 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:53:59,149 : INFO : EPOCH 5 - PROGRESS: at 4.11% examples, 553428 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:00,150 : INFO : EPOCH 5 - PROGRESS: at 4.25% examples, 553513 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:01,160 : INFO : EPOCH 5 - PROGRESS: at 4.39% examples, 553006 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:02,181 : INFO : EPOCH 5 - PROGRESS: at 4.53% examples, 552727 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:03,189 : INFO : EPOCH 5 - PROGRESS: at 4.67% examples, 552549 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:54:04,199 : INFO : EPOCH 5 - PROGRESS: at 4.82% examples, 552872 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:05,207 : INFO : EPOCH 5 - PROGRESS: at 4.96% examples, 552755 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:06,213 : INFO : EPOCH 5 - PROGRESS: at 5.10% examples, 552878 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:07,231 : INFO : EPOCH 5 - PROGRESS: at 5.25% examples, 552946 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:08,238 : INFO : EPOCH 5 - PROGRESS: at 5.39% examples, 552789 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:09,246 : INFO : EPOCH 5 - PROGRESS: at 5.53% examples, 552748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:10,255 : INFO : EPOCH 5 - PROGRESS: at 5.67% examples, 552546 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:54:11,258 : INFO : EPOCH 5 - PROGRESS: at 5.81% examples, 552731 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:12,276 : INFO : EPOCH 5 - PROGRESS: at 5.95% examples, 552607 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:13,284 : INFO : EPOCH 5 - PROGRESS: at 6.10% examples, 552713 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:14,288 : INFO : EPOCH 5 - PROGRESS: at 6.24% examples, 552675 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:15,303 : INFO : EPOCH 5 - PROGRESS: at 6.38% examples, 552578 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:16,333 : INFO : EPOCH 5 - PROGRESS: at 6.53% examples, 552538 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:54:17,335 : INFO : EPOCH 5 - PROGRESS: at 6.67% examples, 552726 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:18,343 : INFO : EPOCH 5 - PROGRESS: at 6.81% examples, 552548 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:19,351 : INFO : EPOCH 5 - PROGRESS: at 6.95% examples, 552355 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:20,352 : INFO : EPOCH 5 - PROGRESS: at 7.09% examples, 552392 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:21,355 : INFO : EPOCH 5 - PROGRESS: at 7.23% examples, 552461 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:22,363 : INFO : EPOCH 5 - PROGRESS: at 7.38% examples, 552461 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:23,365 : INFO : EPOCH 5 - PROGRESS: at 7.52% examples, 552478 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:24,374 : INFO : EPOCH 5 - PROGRESS: at 7.66% examples, 552742 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:25,381 : INFO : EPOCH 5 - PROGRESS: at 7.80% examples, 552758 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:26,383 : INFO : EPOCH 5 - PROGRESS: at 7.94% examples, 552785 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:27,384 : INFO : EPOCH 5 - PROGRESS: at 8.08% examples, 552693 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:54:28,388 : INFO : EPOCH 5 - PROGRESS: at 8.22% examples, 552795 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:29,407 : INFO : EPOCH 5 - PROGRESS: at 8.36% examples, 552753 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:30,418 : INFO : EPOCH 5 - PROGRESS: at 8.50% examples, 552707 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:54:31,418 : INFO : EPOCH 5 - PROGRESS: at 8.65% examples, 552869 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:32,420 : INFO : EPOCH 5 - PROGRESS: at 8.78% examples, 552809 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:33,439 : INFO : EPOCH 5 - PROGRESS: at 8.93% examples, 552793 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:34,445 : INFO : EPOCH 5 - PROGRESS: at 9.07% examples, 552879 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:35,457 : INFO : EPOCH 5 - PROGRESS: at 9.21% examples, 552869 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:36,474 : INFO : EPOCH 5 - PROGRESS: at 9.35% examples, 552859 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:37,481 : INFO : EPOCH 5 - PROGRESS: at 9.49% examples, 552951 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:54:38,494 : INFO : EPOCH 5 - PROGRESS: at 9.64% examples, 552974 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:39,495 : INFO : EPOCH 5 - PROGRESS: at 9.78% examples, 552970 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:40,497 : INFO : EPOCH 5 - PROGRESS: at 9.92% examples, 553117 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:41,502 : INFO : EPOCH 5 - PROGRESS: at 10.06% examples, 553131 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:42,523 : INFO : EPOCH 5 - PROGRESS: at 10.20% examples, 553098 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:43,538 : INFO : EPOCH 5 - PROGRESS: at 10.34% examples, 553120 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:44,542 : INFO : EPOCH 5 - PROGRESS: at 10.48% examples, 553212 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:45,562 : INFO : EPOCH 5 - PROGRESS: at 10.63% examples, 553190 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:54:46,565 : INFO : EPOCH 5 - PROGRESS: at 10.76% examples, 553014 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:54:47,571 : INFO : EPOCH 5 - PROGRESS: at 10.90% examples, 553013 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:48,574 : INFO : EPOCH 5 - PROGRESS: at 11.04% examples, 552855 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:54:49,601 : INFO : EPOCH 5 - PROGRESS: at 11.18% examples, 552763 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:54:50,612 : INFO : EPOCH 5 - PROGRESS: at 11.32% examples, 552803 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:51,625 : INFO : EPOCH 5 - PROGRESS: at 11.46% examples, 552655 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:52,628 : INFO : EPOCH 5 - PROGRESS: at 11.60% examples, 552577 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:53,628 : INFO : EPOCH 5 - PROGRESS: at 11.75% examples, 552609 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:54,637 : INFO : EPOCH 5 - PROGRESS: at 11.89% examples, 552518 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:55,641 : INFO : EPOCH 5 - PROGRESS: at 12.03% examples, 552437 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:56,649 : INFO : EPOCH 5 - PROGRESS: at 12.16% examples, 552267 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:54:57,663 : INFO : EPOCH 5 - PROGRESS: at 12.30% examples, 552161 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:58,672 : INFO : EPOCH 5 - PROGRESS: at 12.44% examples, 552151 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:54:59,673 : INFO : EPOCH 5 - PROGRESS: at 12.58% examples, 552122 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:00,680 : INFO : EPOCH 5 - PROGRESS: at 12.72% examples, 551938 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:01,683 : INFO : EPOCH 5 - PROGRESS: at 12.86% examples, 551751 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:02,695 : INFO : EPOCH 5 - PROGRESS: at 13.00% examples, 551586 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:03,700 : INFO : EPOCH 5 - PROGRESS: at 13.14% examples, 551680 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:04,707 : INFO : EPOCH 5 - PROGRESS: at 13.28% examples, 551699 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:05,712 : INFO : EPOCH 5 - PROGRESS: at 13.42% examples, 551681 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:06,731 : INFO : EPOCH 5 - PROGRESS: at 13.56% examples, 551613 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:07,737 : INFO : EPOCH 5 - PROGRESS: at 13.71% examples, 551629 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:08,741 : INFO : EPOCH 5 - PROGRESS: at 13.85% examples, 551613 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:55:09,742 : INFO : EPOCH 5 - PROGRESS: at 13.99% examples, 551620 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:10,744 : INFO : EPOCH 5 - PROGRESS: at 14.13% examples, 551591 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:55:11,745 : INFO : EPOCH 5 - PROGRESS: at 14.27% examples, 551608 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:12,751 : INFO : EPOCH 5 - PROGRESS: at 14.41% examples, 551690 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:13,770 : INFO : EPOCH 5 - PROGRESS: at 14.55% examples, 551634 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:14,780 : INFO : EPOCH 5 - PROGRESS: at 14.69% examples, 551647 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:15,785 : INFO : EPOCH 5 - PROGRESS: at 14.83% examples, 551601 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:16,802 : INFO : EPOCH 5 - PROGRESS: at 14.98% examples, 551653 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:17,808 : INFO : EPOCH 5 - PROGRESS: at 15.12% examples, 551703 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:55:18,810 : INFO : EPOCH 5 - PROGRESS: at 15.26% examples, 551699 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:19,812 : INFO : EPOCH 5 - PROGRESS: at 15.40% examples, 551692 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:20,817 : INFO : EPOCH 5 - PROGRESS: at 15.54% examples, 551784 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:21,836 : INFO : EPOCH 5 - PROGRESS: at 15.69% examples, 551766 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:55:22,864 : INFO : EPOCH 5 - PROGRESS: at 15.83% examples, 551731 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:55:23,867 : INFO : EPOCH 5 - PROGRESS: at 15.97% examples, 551768 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:55:24,875 : INFO : EPOCH 5 - PROGRESS: at 16.11% examples, 551818 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:25,893 : INFO : EPOCH 5 - PROGRESS: at 16.26% examples, 551869 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:26,894 : INFO : EPOCH 5 - PROGRESS: at 16.40% examples, 551860 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:27,902 : INFO : EPOCH 5 - PROGRESS: at 16.54% examples, 551888 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:28,903 : INFO : EPOCH 5 - PROGRESS: at 16.68% examples, 551950 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:29,925 : INFO : EPOCH 5 - PROGRESS: at 16.83% examples, 551984 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:30,926 : INFO : EPOCH 5 - PROGRESS: at 16.97% examples, 552093 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:31,945 : INFO : EPOCH 5 - PROGRESS: at 17.11% examples, 552067 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:32,947 : INFO : EPOCH 5 - PROGRESS: at 17.25% examples, 552119 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:33,966 : INFO : EPOCH 5 - PROGRESS: at 17.40% examples, 552152 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:34,968 : INFO : EPOCH 5 - PROGRESS: at 17.54% examples, 552183 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:35,985 : INFO : EPOCH 5 - PROGRESS: at 17.68% examples, 552161 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:36,986 : INFO : EPOCH 5 - PROGRESS: at 17.82% examples, 552158 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:55:37,989 : INFO : EPOCH 5 - PROGRESS: at 17.96% examples, 552090 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:38,999 : INFO : EPOCH 5 - PROGRESS: at 18.10% examples, 552045 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:40,004 : INFO : EPOCH 5 - PROGRESS: at 18.24% examples, 552021 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:41,005 : INFO : EPOCH 5 - PROGRESS: at 18.38% examples, 551993 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:42,022 : INFO : EPOCH 5 - PROGRESS: at 18.52% examples, 551946 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:43,026 : INFO : EPOCH 5 - PROGRESS: at 18.66% examples, 551924 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:44,027 : INFO : EPOCH 5 - PROGRESS: at 18.80% examples, 551930 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:55:45,039 : INFO : EPOCH 5 - PROGRESS: at 18.94% examples, 551882 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:46,057 : INFO : EPOCH 5 - PROGRESS: at 19.08% examples, 551816 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:47,067 : INFO : EPOCH 5 - PROGRESS: at 19.23% examples, 551830 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:48,067 : INFO : EPOCH 5 - PROGRESS: at 19.36% examples, 551785 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:49,071 : INFO : EPOCH 5 - PROGRESS: at 19.50% examples, 551691 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:55:50,079 : INFO : EPOCH 5 - PROGRESS: at 19.64% examples, 551735 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:51,079 : INFO : EPOCH 5 - PROGRESS: at 19.78% examples, 551706 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:52,085 : INFO : EPOCH 5 - PROGRESS: at 19.92% examples, 551758 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:53,095 : INFO : EPOCH 5 - PROGRESS: at 20.06% examples, 551717 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:54,102 : INFO : EPOCH 5 - PROGRESS: at 20.21% examples, 551755 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:55,124 : INFO : EPOCH 5 - PROGRESS: at 20.35% examples, 551786 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:56,133 : INFO : EPOCH 5 - PROGRESS: at 20.49% examples, 551872 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:57,148 : INFO : EPOCH 5 - PROGRESS: at 20.64% examples, 551881 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:58,150 : INFO : EPOCH 5 - PROGRESS: at 20.78% examples, 551899 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:55:59,153 : INFO : EPOCH 5 - PROGRESS: at 20.92% examples, 551909 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:56:00,156 : INFO : EPOCH 5 - PROGRESS: at 21.06% examples, 551974 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:01,161 : INFO : EPOCH 5 - PROGRESS: at 21.19% examples, 551891 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:02,167 : INFO : EPOCH 5 - PROGRESS: at 21.33% examples, 551894 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:03,172 : INFO : EPOCH 5 - PROGRESS: at 21.48% examples, 551928 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:04,185 : INFO : EPOCH 5 - PROGRESS: at 21.62% examples, 551937 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:05,195 : INFO : EPOCH 5 - PROGRESS: at 21.76% examples, 551952 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:56:06,214 : INFO : EPOCH 5 - PROGRESS: at 21.91% examples, 552004 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:07,222 : INFO : EPOCH 5 - PROGRESS: at 22.05% examples, 552039 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:08,241 : INFO : EPOCH 5 - PROGRESS: at 22.19% examples, 552079 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:09,258 : INFO : EPOCH 5 - PROGRESS: at 22.33% examples, 552089 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:56:10,268 : INFO : EPOCH 5 - PROGRESS: at 22.48% examples, 552096 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:11,273 : INFO : EPOCH 5 - PROGRESS: at 22.62% examples, 552139 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:12,276 : INFO : EPOCH 5 - PROGRESS: at 22.76% examples, 552135 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:13,284 : INFO : EPOCH 5 - PROGRESS: at 22.90% examples, 552180 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:14,291 : INFO : EPOCH 5 - PROGRESS: at 23.05% examples, 552227 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:15,293 : INFO : EPOCH 5 - PROGRESS: at 23.19% examples, 552215 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:16,297 : INFO : EPOCH 5 - PROGRESS: at 23.33% examples, 552209 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:56:17,298 : INFO : EPOCH 5 - PROGRESS: at 23.47% examples, 552212 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:18,312 : INFO : EPOCH 5 - PROGRESS: at 23.61% examples, 552238 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:19,321 : INFO : EPOCH 5 - PROGRESS: at 23.75% examples, 552283 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:20,341 : INFO : EPOCH 5 - PROGRESS: at 23.90% examples, 552268 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:21,347 : INFO : EPOCH 5 - PROGRESS: at 24.04% examples, 552289 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:22,353 : INFO : EPOCH 5 - PROGRESS: at 24.18% examples, 552235 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:23,358 : INFO : EPOCH 5 - PROGRESS: at 24.32% examples, 552216 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:24,360 : INFO : EPOCH 5 - PROGRESS: at 24.46% examples, 552215 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:25,379 : INFO : EPOCH 5 - PROGRESS: at 24.60% examples, 552186 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:26,380 : INFO : EPOCH 5 - PROGRESS: at 24.74% examples, 552231 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:27,393 : INFO : EPOCH 5 - PROGRESS: at 24.88% examples, 552226 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:28,395 : INFO : EPOCH 5 - PROGRESS: at 25.02% examples, 552276 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:29,425 : INFO : EPOCH 5 - PROGRESS: at 25.17% examples, 552261 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:56:30,446 : INFO : EPOCH 5 - PROGRESS: at 25.31% examples, 552270 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:31,449 : INFO : EPOCH 5 - PROGRESS: at 25.46% examples, 552328 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:32,454 : INFO : EPOCH 5 - PROGRESS: at 25.60% examples, 552324 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:33,462 : INFO : EPOCH 5 - PROGRESS: at 25.74% examples, 552371 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:34,477 : INFO : EPOCH 5 - PROGRESS: at 25.88% examples, 552365 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:35,478 : INFO : EPOCH 5 - PROGRESS: at 26.02% examples, 552367 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:36,481 : INFO : EPOCH 5 - PROGRESS: at 26.16% examples, 552355 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:37,492 : INFO : EPOCH 5 - PROGRESS: at 26.30% examples, 552275 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:56:38,496 : INFO : EPOCH 5 - PROGRESS: at 26.44% examples, 552216 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:56:39,497 : INFO : EPOCH 5 - PROGRESS: at 26.58% examples, 552187 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:40,499 : INFO : EPOCH 5 - PROGRESS: at 26.72% examples, 552156 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:41,507 : INFO : EPOCH 5 - PROGRESS: at 26.85% examples, 552108 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:42,518 : INFO : EPOCH 5 - PROGRESS: at 27.00% examples, 552118 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:43,536 : INFO : EPOCH 5 - PROGRESS: at 27.14% examples, 552076 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:44,539 : INFO : EPOCH 5 - PROGRESS: at 27.28% examples, 552051 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:56:45,548 : INFO : EPOCH 5 - PROGRESS: at 27.41% examples, 551996 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:46,554 : INFO : EPOCH 5 - PROGRESS: at 27.55% examples, 551909 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:47,556 : INFO : EPOCH 5 - 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PROGRESS: at 28.95% examples, 551648 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:57,658 : INFO : EPOCH 5 - PROGRESS: at 29.09% examples, 551676 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:56:58,681 : INFO : EPOCH 5 - PROGRESS: at 29.23% examples, 551662 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:56:59,690 : INFO : EPOCH 5 - PROGRESS: at 29.37% examples, 551684 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:57:00,694 : INFO : EPOCH 5 - PROGRESS: at 29.51% examples, 551692 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:01,694 : INFO : EPOCH 5 - PROGRESS: at 29.65% examples, 551676 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:02,721 : INFO : EPOCH 5 - PROGRESS: at 29.80% examples, 551682 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:03,727 : INFO : EPOCH 5 - PROGRESS: at 29.94% examples, 551676 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:57:04,731 : INFO : EPOCH 5 - PROGRESS: at 30.08% examples, 551716 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:05,733 : INFO : EPOCH 5 - PROGRESS: at 30.22% examples, 551717 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:06,733 : INFO : EPOCH 5 - PROGRESS: at 30.36% examples, 551748 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:07,763 : INFO : EPOCH 5 - PROGRESS: at 30.50% examples, 551711 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:57:08,775 : INFO : EPOCH 5 - PROGRESS: at 30.65% examples, 551743 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:09,782 : INFO : EPOCH 5 - PROGRESS: at 30.79% examples, 551763 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:10,783 : INFO : EPOCH 5 - PROGRESS: at 30.93% examples, 551766 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:11,784 : INFO : EPOCH 5 - PROGRESS: at 31.07% examples, 551741 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:12,785 : INFO : EPOCH 5 - PROGRESS: at 31.21% examples, 551722 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:13,790 : INFO : EPOCH 5 - PROGRESS: at 31.35% examples, 551722 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:14,802 : INFO : EPOCH 5 - PROGRESS: at 31.49% examples, 551700 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:15,805 : INFO : EPOCH 5 - PROGRESS: at 31.63% examples, 551733 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:16,815 : INFO : EPOCH 5 - PROGRESS: at 31.77% examples, 551722 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:17,836 : INFO : EPOCH 5 - PROGRESS: at 31.91% examples, 551751 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:18,838 : INFO : EPOCH 5 - PROGRESS: at 32.05% examples, 551756 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:19,855 : INFO : EPOCH 5 - PROGRESS: at 32.19% examples, 551750 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:20,866 : INFO : EPOCH 5 - PROGRESS: at 32.34% examples, 551770 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:21,876 : INFO : EPOCH 5 - PROGRESS: at 32.48% examples, 551747 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:22,895 : INFO : EPOCH 5 - PROGRESS: at 32.62% examples, 551768 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:23,899 : INFO : EPOCH 5 - 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PROGRESS: at 36.58% examples, 551799 words/s, in_qsize 5, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 14:57:52,194 : INFO : EPOCH 5 - PROGRESS: at 36.73% examples, 551791 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:53,210 : INFO : EPOCH 5 - PROGRESS: at 36.87% examples, 551752 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:54,218 : INFO : EPOCH 5 - PROGRESS: at 37.01% examples, 551783 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:57:55,225 : INFO : EPOCH 5 - PROGRESS: at 37.15% examples, 551821 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:56,227 : INFO : EPOCH 5 - PROGRESS: at 37.30% examples, 551831 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:57,228 : INFO : EPOCH 5 - PROGRESS: at 37.44% examples, 551846 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:58,250 : INFO : EPOCH 5 - PROGRESS: at 37.58% examples, 551822 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:57:59,260 : INFO : EPOCH 5 - PROGRESS: at 37.72% examples, 551832 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:00,264 : INFO : EPOCH 5 - PROGRESS: at 37.87% examples, 551871 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:01,264 : INFO : EPOCH 5 - PROGRESS: at 38.00% examples, 551791 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:02,268 : INFO : EPOCH 5 - PROGRESS: at 38.14% examples, 551775 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:03,280 : INFO : EPOCH 5 - PROGRESS: at 38.28% examples, 551739 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:58:04,297 : INFO : EPOCH 5 - PROGRESS: at 38.42% examples, 551730 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:05,298 : INFO : EPOCH 5 - PROGRESS: at 38.57% examples, 551750 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:06,310 : INFO : EPOCH 5 - PROGRESS: at 38.71% examples, 551721 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:07,326 : INFO : EPOCH 5 - PROGRESS: at 38.85% examples, 551712 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:08,337 : INFO : EPOCH 5 - PROGRESS: at 38.99% examples, 551715 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:09,345 : INFO : EPOCH 5 - PROGRESS: at 39.13% examples, 551733 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:10,359 : INFO : EPOCH 5 - PROGRESS: at 39.27% examples, 551702 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:11,360 : INFO : EPOCH 5 - PROGRESS: at 39.41% examples, 551723 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:12,369 : INFO : EPOCH 5 - PROGRESS: at 39.55% examples, 551681 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:13,380 : INFO : EPOCH 5 - PROGRESS: at 39.69% examples, 551663 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:14,381 : INFO : EPOCH 5 - PROGRESS: at 39.83% examples, 551659 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:15,402 : INFO : EPOCH 5 - PROGRESS: at 39.97% examples, 551642 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:16,402 : INFO : EPOCH 5 - PROGRESS: at 40.12% examples, 551680 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:17,427 : INFO : EPOCH 5 - PROGRESS: at 40.26% examples, 551683 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:18,429 : INFO : EPOCH 5 - PROGRESS: at 40.40% examples, 551674 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:19,455 : INFO : EPOCH 5 - PROGRESS: at 40.54% examples, 551640 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:58:20,475 : INFO : EPOCH 5 - PROGRESS: at 40.69% examples, 551647 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:21,492 : INFO : EPOCH 5 - PROGRESS: at 40.83% examples, 551629 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:22,496 : INFO : EPOCH 5 - PROGRESS: at 40.97% examples, 551642 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:23,502 : INFO : EPOCH 5 - PROGRESS: at 41.11% examples, 551652 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:24,515 : INFO : EPOCH 5 - PROGRESS: at 41.26% examples, 551646 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:25,532 : INFO : EPOCH 5 - PROGRESS: at 41.40% examples, 551633 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:58:26,536 : INFO : EPOCH 5 - PROGRESS: at 41.54% examples, 551656 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:27,540 : INFO : EPOCH 5 - PROGRESS: at 41.68% examples, 551645 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:28,542 : INFO : EPOCH 5 - PROGRESS: at 41.82% examples, 551636 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:29,543 : INFO : EPOCH 5 - PROGRESS: at 41.96% examples, 551625 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:30,552 : INFO : EPOCH 5 - PROGRESS: at 42.10% examples, 551633 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:58:31,557 : INFO : EPOCH 5 - PROGRESS: at 42.24% examples, 551651 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:32,562 : INFO : EPOCH 5 - PROGRESS: at 42.38% examples, 551637 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:33,575 : INFO : EPOCH 5 - PROGRESS: at 42.53% examples, 551670 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:34,587 : INFO : EPOCH 5 - PROGRESS: at 42.67% examples, 551680 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:35,596 : INFO : EPOCH 5 - PROGRESS: at 42.81% examples, 551684 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:36,600 : INFO : EPOCH 5 - PROGRESS: at 42.95% examples, 551702 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:37,606 : INFO : EPOCH 5 - PROGRESS: at 43.10% examples, 551721 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:38,620 : INFO : EPOCH 5 - PROGRESS: at 43.24% examples, 551722 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:39,631 : INFO : EPOCH 5 - PROGRESS: at 43.38% examples, 551758 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:40,646 : INFO : EPOCH 5 - PROGRESS: at 43.52% examples, 551737 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:41,656 : INFO : EPOCH 5 - PROGRESS: at 43.66% examples, 551743 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:42,672 : INFO : EPOCH 5 - PROGRESS: at 43.81% examples, 551746 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:43,677 : INFO : EPOCH 5 - PROGRESS: at 43.95% examples, 551752 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:44,688 : INFO : EPOCH 5 - PROGRESS: at 44.09% examples, 551744 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:45,709 : INFO : EPOCH 5 - PROGRESS: at 44.23% examples, 551714 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:46,730 : INFO : EPOCH 5 - PROGRESS: at 44.37% examples, 551712 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:47,731 : INFO : EPOCH 5 - PROGRESS: at 44.51% examples, 551717 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:48,737 : INFO : EPOCH 5 - PROGRESS: at 44.65% examples, 551717 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:49,745 : INFO : EPOCH 5 - PROGRESS: at 44.79% examples, 551715 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:50,767 : INFO : EPOCH 5 - PROGRESS: at 44.93% examples, 551709 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:51,781 : INFO : EPOCH 5 - PROGRESS: at 45.07% examples, 551685 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:52,783 : INFO : EPOCH 5 - PROGRESS: at 45.21% examples, 551670 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:53,798 : INFO : EPOCH 5 - PROGRESS: at 45.35% examples, 551649 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:58:54,804 : INFO : EPOCH 5 - PROGRESS: at 45.49% examples, 551625 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:55,816 : INFO : EPOCH 5 - PROGRESS: at 45.63% examples, 551591 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:56,824 : INFO : EPOCH 5 - PROGRESS: at 45.77% examples, 551605 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:57,849 : INFO : EPOCH 5 - PROGRESS: at 45.91% examples, 551548 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:58:58,865 : INFO : EPOCH 5 - PROGRESS: at 46.05% examples, 551548 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:58:59,907 : INFO : EPOCH 5 - PROGRESS: at 46.19% examples, 551504 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:59:00,913 : INFO : EPOCH 5 - PROGRESS: at 46.33% examples, 551471 words/s, in_qsize 5, out_qsize 2\n2018-06-23 14:59:01,933 : INFO : EPOCH 5 - PROGRESS: at 46.47% examples, 551450 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:02,940 : INFO : EPOCH 5 - PROGRESS: at 46.61% examples, 551451 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:03,946 : INFO : EPOCH 5 - PROGRESS: at 46.75% examples, 551448 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:04,962 : INFO : EPOCH 5 - PROGRESS: at 46.89% examples, 551429 words/s, in_qsize 5, out_qsize 0\n"
},
{
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"output_type": "stream",
"text": "2018-06-23 14:59:05,964 : INFO : EPOCH 5 - PROGRESS: at 47.03% examples, 551411 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:06,971 : INFO : EPOCH 5 - PROGRESS: at 47.17% examples, 551427 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:07,988 : INFO : EPOCH 5 - PROGRESS: at 47.31% examples, 551405 words/s, in_qsize 4, out_qsize 1\n2018-06-23 14:59:08,994 : INFO : EPOCH 5 - PROGRESS: at 47.45% examples, 551381 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:09,995 : INFO : EPOCH 5 - PROGRESS: at 47.59% examples, 551368 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:11,002 : INFO : EPOCH 5 - PROGRESS: at 47.73% examples, 551343 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:59:12,015 : INFO : EPOCH 5 - PROGRESS: at 47.87% examples, 551329 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:13,034 : INFO : EPOCH 5 - PROGRESS: at 48.01% examples, 551318 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:14,049 : INFO : EPOCH 5 - PROGRESS: at 48.15% examples, 551320 words/s, in_qsize 6, out_qsize 0\n2018-06-23 14:59:15,056 : INFO : EPOCH 5 - PROGRESS: at 48.29% examples, 551318 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:16,075 : INFO : EPOCH 5 - PROGRESS: at 48.43% examples, 551296 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:59:17,077 : INFO : EPOCH 5 - PROGRESS: at 48.57% examples, 551282 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:59:18,083 : INFO : EPOCH 5 - PROGRESS: at 48.71% examples, 551295 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:19,110 : INFO : EPOCH 5 - PROGRESS: at 48.85% examples, 551270 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:59:20,111 : INFO : EPOCH 5 - PROGRESS: at 48.99% examples, 551270 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:21,117 : INFO : EPOCH 5 - PROGRESS: at 49.13% examples, 551238 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:22,129 : INFO : EPOCH 5 - PROGRESS: at 49.27% examples, 551226 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:23,132 : INFO : EPOCH 5 - PROGRESS: at 49.41% examples, 551220 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:24,147 : INFO : EPOCH 5 - 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PROGRESS: at 52.07% examples, 551027 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:59:43,303 : INFO : EPOCH 5 - PROGRESS: at 52.21% examples, 551034 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:44,303 : INFO : EPOCH 5 - PROGRESS: at 52.35% examples, 551025 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:45,308 : INFO : EPOCH 5 - PROGRESS: at 52.49% examples, 551007 words/s, in_qsize 6, out_qsize 2\n2018-06-23 14:59:46,312 : INFO : EPOCH 5 - PROGRESS: at 52.63% examples, 551013 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:47,349 : INFO : EPOCH 5 - PROGRESS: at 52.77% examples, 550987 words/s, in_qsize 6, out_qsize 1\n2018-06-23 14:59:48,355 : INFO : EPOCH 5 - PROGRESS: at 52.91% examples, 550987 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:49,356 : INFO : EPOCH 5 - PROGRESS: at 53.05% examples, 550980 words/s, in_qsize 5, out_qsize 1\n2018-06-23 14:59:50,361 : INFO : EPOCH 5 - PROGRESS: at 53.19% examples, 550992 words/s, in_qsize 5, out_qsize 0\n2018-06-23 14:59:51,381 : INFO : EPOCH 5 - 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PROGRESS: at 57.11% examples, 550677 words/s, in_qsize 6, out_qsize 1\n"
},
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"output_type": "stream",
"text": "2018-06-23 15:00:19,702 : INFO : EPOCH 5 - PROGRESS: at 57.25% examples, 550652 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:20,702 : INFO : EPOCH 5 - PROGRESS: at 57.39% examples, 550640 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:21,721 : INFO : EPOCH 5 - PROGRESS: at 57.53% examples, 550642 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:00:22,731 : INFO : EPOCH 5 - PROGRESS: at 57.67% examples, 550632 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:23,738 : INFO : EPOCH 5 - PROGRESS: at 57.81% examples, 550638 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:24,759 : INFO : EPOCH 5 - PROGRESS: at 57.95% examples, 550611 words/s, in_qsize 6, out_qsize 0\n2018-06-23 15:00:25,769 : INFO : EPOCH 5 - PROGRESS: at 58.09% examples, 550586 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:00:26,769 : INFO : EPOCH 5 - PROGRESS: at 58.23% examples, 550591 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:27,772 : INFO : EPOCH 5 - PROGRESS: at 58.37% examples, 550577 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:00:28,777 : INFO : EPOCH 5 - PROGRESS: at 58.51% examples, 550558 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:00:29,779 : INFO : EPOCH 5 - PROGRESS: at 58.65% examples, 550562 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:30,812 : INFO : EPOCH 5 - PROGRESS: at 58.79% examples, 550560 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:00:31,852 : INFO : EPOCH 5 - PROGRESS: at 58.94% examples, 550546 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:00:32,855 : INFO : EPOCH 5 - PROGRESS: at 59.08% examples, 550555 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:33,864 : INFO : EPOCH 5 - PROGRESS: at 59.22% examples, 550553 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:34,894 : INFO : EPOCH 5 - PROGRESS: at 59.36% examples, 550537 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:35,898 : INFO : EPOCH 5 - PROGRESS: at 59.50% examples, 550526 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:00:36,900 : INFO : EPOCH 5 - PROGRESS: at 59.64% examples, 550532 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:37,903 : INFO : EPOCH 5 - PROGRESS: at 59.78% examples, 550524 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:38,905 : INFO : EPOCH 5 - PROGRESS: at 59.92% examples, 550514 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:39,911 : INFO : EPOCH 5 - PROGRESS: at 60.05% examples, 550503 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:40,920 : INFO : EPOCH 5 - PROGRESS: at 60.19% examples, 550504 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:00:41,927 : INFO : EPOCH 5 - PROGRESS: at 60.33% examples, 550499 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:00:42,950 : INFO : EPOCH 5 - PROGRESS: at 60.48% examples, 550498 words/s, in_qsize 6, out_qsize 0\n2018-06-23 15:00:43,951 : INFO : EPOCH 5 - PROGRESS: at 60.62% examples, 550504 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:44,972 : INFO : EPOCH 5 - PROGRESS: at 60.76% examples, 550486 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:45,983 : INFO : EPOCH 5 - PROGRESS: at 60.90% examples, 550486 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:47,013 : INFO : EPOCH 5 - PROGRESS: at 61.04% examples, 550461 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:00:48,022 : INFO : EPOCH 5 - PROGRESS: at 61.18% examples, 550444 words/s, in_qsize 5, out_qsize 2\n2018-06-23 15:00:49,023 : INFO : EPOCH 5 - PROGRESS: at 61.32% examples, 550451 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:50,030 : INFO : EPOCH 5 - PROGRESS: at 61.46% examples, 550449 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:51,056 : INFO : EPOCH 5 - PROGRESS: at 61.60% examples, 550424 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:00:52,061 : INFO : EPOCH 5 - PROGRESS: at 61.73% examples, 550420 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:53,065 : INFO : EPOCH 5 - PROGRESS: at 61.87% examples, 550412 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:54,080 : INFO : EPOCH 5 - PROGRESS: at 62.01% examples, 550383 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:55,092 : INFO : EPOCH 5 - PROGRESS: at 62.15% examples, 550379 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:56,094 : INFO : EPOCH 5 - PROGRESS: at 62.29% examples, 550370 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:57,097 : INFO : EPOCH 5 - PROGRESS: at 62.43% examples, 550359 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:58,100 : INFO : EPOCH 5 - PROGRESS: at 62.57% examples, 550332 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:00:59,104 : INFO : EPOCH 5 - PROGRESS: at 62.70% examples, 550314 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:00,108 : INFO : EPOCH 5 - PROGRESS: at 62.84% examples, 550317 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:01,123 : INFO : EPOCH 5 - PROGRESS: at 62.98% examples, 550280 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:02,130 : INFO : EPOCH 5 - PROGRESS: at 63.12% examples, 550234 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:03,137 : INFO : EPOCH 5 - PROGRESS: at 63.25% examples, 550222 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:04,139 : INFO : EPOCH 5 - PROGRESS: at 63.39% examples, 550201 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:05,153 : INFO : EPOCH 5 - PROGRESS: at 63.53% examples, 550179 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:06,173 : INFO : EPOCH 5 - PROGRESS: at 63.67% examples, 550165 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:01:07,178 : INFO : EPOCH 5 - PROGRESS: at 63.81% examples, 550156 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:01:08,182 : INFO : EPOCH 5 - PROGRESS: at 63.95% examples, 550170 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:09,189 : INFO : EPOCH 5 - PROGRESS: at 64.09% examples, 550151 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:10,203 : INFO : EPOCH 5 - PROGRESS: at 64.23% examples, 550127 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:11,216 : INFO : EPOCH 5 - PROGRESS: at 64.37% examples, 550104 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:12,219 : INFO : EPOCH 5 - PROGRESS: at 64.50% examples, 550094 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:13,221 : INFO : EPOCH 5 - PROGRESS: at 64.64% examples, 550068 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:14,234 : INFO : EPOCH 5 - PROGRESS: at 64.78% examples, 550051 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:15,253 : INFO : EPOCH 5 - PROGRESS: at 64.92% examples, 550035 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:16,259 : INFO : EPOCH 5 - PROGRESS: at 65.06% examples, 550017 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:17,292 : INFO : EPOCH 5 - PROGRESS: at 65.20% examples, 549982 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:01:18,309 : INFO : EPOCH 5 - PROGRESS: at 65.34% examples, 549988 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:19,313 : INFO : EPOCH 5 - PROGRESS: at 65.48% examples, 549989 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:20,329 : INFO : EPOCH 5 - PROGRESS: at 65.62% examples, 549979 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:21,337 : INFO : EPOCH 5 - PROGRESS: at 65.76% examples, 549963 words/s, in_qsize 5, out_qsize 2\n2018-06-23 15:01:22,338 : INFO : EPOCH 5 - PROGRESS: at 65.90% examples, 549953 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:23,342 : INFO : EPOCH 5 - PROGRESS: at 66.04% examples, 549933 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:24,345 : INFO : EPOCH 5 - PROGRESS: at 66.17% examples, 549901 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:25,346 : INFO : EPOCH 5 - PROGRESS: at 66.31% examples, 549877 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:26,350 : INFO : EPOCH 5 - PROGRESS: at 66.45% examples, 549877 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:27,356 : INFO : EPOCH 5 - PROGRESS: at 66.59% examples, 549878 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:28,377 : INFO : EPOCH 5 - PROGRESS: at 66.73% examples, 549843 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:01:29,380 : INFO : EPOCH 5 - PROGRESS: at 66.87% examples, 549844 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:30,400 : INFO : EPOCH 5 - PROGRESS: at 67.01% examples, 549839 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:01:31,402 : INFO : EPOCH 5 - PROGRESS: at 67.15% examples, 549857 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:32,409 : INFO : EPOCH 5 - PROGRESS: at 67.29% examples, 549854 words/s, in_qsize 6, out_qsize 0\n"
},
{
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"output_type": "stream",
"text": "2018-06-23 15:01:33,435 : INFO : EPOCH 5 - PROGRESS: at 67.43% examples, 549832 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:01:34,441 : INFO : EPOCH 5 - PROGRESS: at 67.57% examples, 549846 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:35,462 : INFO : EPOCH 5 - PROGRESS: at 67.72% examples, 549843 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:36,473 : INFO : EPOCH 5 - PROGRESS: at 67.86% examples, 549836 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:37,476 : INFO : EPOCH 5 - PROGRESS: at 68.00% examples, 549825 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:38,490 : INFO : EPOCH 5 - PROGRESS: at 68.13% examples, 549804 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:39,501 : INFO : EPOCH 5 - PROGRESS: at 68.27% examples, 549802 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:40,509 : INFO : EPOCH 5 - PROGRESS: at 68.41% examples, 549796 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:41,515 : INFO : EPOCH 5 - PROGRESS: at 68.56% examples, 549805 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:01:42,517 : INFO : EPOCH 5 - 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},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 15:02:47,122 : INFO : EPOCH 5 - PROGRESS: at 77.61% examples, 549375 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:48,129 : INFO : EPOCH 5 - PROGRESS: at 77.75% examples, 549372 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:49,152 : INFO : EPOCH 5 - PROGRESS: at 77.89% examples, 549350 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:02:50,155 : INFO : EPOCH 5 - PROGRESS: at 78.02% examples, 549327 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:51,160 : INFO : EPOCH 5 - PROGRESS: at 78.16% examples, 549318 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:52,172 : INFO : EPOCH 5 - PROGRESS: at 78.30% examples, 549297 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:53,197 : INFO : EPOCH 5 - PROGRESS: at 78.44% examples, 549267 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:02:54,204 : INFO : EPOCH 5 - PROGRESS: at 78.58% examples, 549265 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:55,208 : INFO : EPOCH 5 - PROGRESS: at 78.72% examples, 549245 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:56,219 : INFO : EPOCH 5 - PROGRESS: at 78.85% examples, 549229 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:57,229 : INFO : EPOCH 5 - PROGRESS: at 78.99% examples, 549224 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:02:58,230 : INFO : EPOCH 5 - PROGRESS: at 79.13% examples, 549214 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:02:59,242 : INFO : EPOCH 5 - PROGRESS: at 79.27% examples, 549198 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:00,252 : INFO : EPOCH 5 - PROGRESS: at 79.41% examples, 549183 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:01,271 : INFO : EPOCH 5 - PROGRESS: at 79.55% examples, 549158 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:02,287 : INFO : EPOCH 5 - PROGRESS: at 79.68% examples, 549125 words/s, in_qsize 6, out_qsize 0\n2018-06-23 15:03:03,296 : INFO : EPOCH 5 - PROGRESS: at 79.82% examples, 549106 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:04,300 : INFO : EPOCH 5 - PROGRESS: at 79.96% examples, 549083 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:05,316 : INFO : EPOCH 5 - PROGRESS: at 80.10% examples, 549050 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:03:06,321 : INFO : EPOCH 5 - PROGRESS: at 80.23% examples, 549039 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:07,326 : INFO : EPOCH 5 - PROGRESS: at 80.37% examples, 549032 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:08,361 : INFO : EPOCH 5 - PROGRESS: at 80.51% examples, 549005 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:03:09,369 : INFO : EPOCH 5 - PROGRESS: at 80.65% examples, 548992 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:10,384 : INFO : EPOCH 5 - PROGRESS: at 80.79% examples, 548941 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:11,386 : INFO : EPOCH 5 - PROGRESS: at 80.92% examples, 548920 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:12,388 : INFO : EPOCH 5 - PROGRESS: at 81.06% examples, 548900 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:13,410 : INFO : EPOCH 5 - PROGRESS: at 81.20% examples, 548873 words/s, in_qsize 6, out_qsize 0\n2018-06-23 15:03:14,418 : INFO : EPOCH 5 - PROGRESS: at 81.34% examples, 548873 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:15,425 : INFO : EPOCH 5 - PROGRESS: at 81.48% examples, 548864 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:16,431 : INFO : EPOCH 5 - PROGRESS: at 81.62% examples, 548864 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:17,438 : INFO : EPOCH 5 - PROGRESS: at 81.76% examples, 548869 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:18,466 : INFO : EPOCH 5 - PROGRESS: at 81.90% examples, 548861 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:19,473 : INFO : EPOCH 5 - PROGRESS: at 82.04% examples, 548860 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:20,476 : INFO : EPOCH 5 - PROGRESS: at 82.18% examples, 548864 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:21,476 : INFO : EPOCH 5 - PROGRESS: at 82.32% examples, 548884 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:22,485 : INFO : EPOCH 5 - PROGRESS: at 82.46% examples, 548861 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:23,492 : INFO : EPOCH 5 - PROGRESS: at 82.60% examples, 548861 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:24,493 : INFO : EPOCH 5 - PROGRESS: at 82.74% examples, 548842 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:25,516 : INFO : EPOCH 5 - PROGRESS: at 82.88% examples, 548838 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:03:26,517 : INFO : EPOCH 5 - PROGRESS: at 83.02% examples, 548833 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:27,520 : INFO : EPOCH 5 - PROGRESS: at 83.15% examples, 548826 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:28,523 : INFO : EPOCH 5 - PROGRESS: at 83.29% examples, 548816 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:29,528 : INFO : EPOCH 5 - PROGRESS: at 83.43% examples, 548818 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:30,548 : INFO : EPOCH 5 - PROGRESS: at 83.57% examples, 548813 words/s, in_qsize 6, out_qsize 0\n2018-06-23 15:03:31,554 : INFO : EPOCH 5 - PROGRESS: at 83.71% examples, 548816 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:32,575 : INFO : EPOCH 5 - PROGRESS: at 83.85% examples, 548803 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:33,592 : INFO : EPOCH 5 - PROGRESS: at 83.99% examples, 548784 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:34,597 : INFO : EPOCH 5 - PROGRESS: at 84.13% examples, 548775 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:35,604 : INFO : EPOCH 5 - PROGRESS: at 84.27% examples, 548760 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:36,605 : INFO : EPOCH 5 - PROGRESS: at 84.41% examples, 548751 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:37,613 : INFO : EPOCH 5 - PROGRESS: at 84.55% examples, 548751 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:38,616 : INFO : EPOCH 5 - PROGRESS: at 84.69% examples, 548762 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:39,623 : INFO : EPOCH 5 - PROGRESS: at 84.83% examples, 548759 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:40,627 : INFO : EPOCH 5 - PROGRESS: at 84.97% examples, 548735 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:03:41,629 : INFO : EPOCH 5 - PROGRESS: at 85.11% examples, 548735 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:42,633 : INFO : EPOCH 5 - PROGRESS: at 85.25% examples, 548720 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:43,634 : INFO : EPOCH 5 - PROGRESS: at 85.38% examples, 548709 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:44,636 : INFO : EPOCH 5 - PROGRESS: at 85.52% examples, 548692 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:45,643 : INFO : EPOCH 5 - PROGRESS: at 85.66% examples, 548665 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:46,644 : INFO : EPOCH 5 - PROGRESS: at 85.80% examples, 548666 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:47,646 : INFO : EPOCH 5 - PROGRESS: at 85.94% examples, 548661 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:48,664 : INFO : EPOCH 5 - PROGRESS: at 86.07% examples, 548641 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:49,667 : INFO : EPOCH 5 - PROGRESS: at 86.21% examples, 548640 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:50,669 : INFO : EPOCH 5 - PROGRESS: at 86.35% examples, 548629 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:51,669 : INFO : EPOCH 5 - PROGRESS: at 86.49% examples, 548627 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:52,688 : INFO : EPOCH 5 - PROGRESS: at 86.63% examples, 548613 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:53,696 : INFO : EPOCH 5 - PROGRESS: at 86.77% examples, 548598 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:54,706 : INFO : EPOCH 5 - PROGRESS: at 86.91% examples, 548589 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:03:55,706 : INFO : EPOCH 5 - PROGRESS: at 87.05% examples, 548585 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:56,733 : INFO : EPOCH 5 - PROGRESS: at 87.19% examples, 548572 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:03:57,769 : INFO : EPOCH 5 - PROGRESS: at 87.33% examples, 548555 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:03:58,782 : INFO : EPOCH 5 - PROGRESS: at 87.48% examples, 548554 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:03:59,792 : INFO : EPOCH 5 - PROGRESS: at 87.62% examples, 548534 words/s, in_qsize 6, out_qsize 0\n"
},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 15:04:00,794 : INFO : EPOCH 5 - PROGRESS: at 87.75% examples, 548525 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:01,815 : INFO : EPOCH 5 - PROGRESS: at 87.89% examples, 548483 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:02,829 : INFO : EPOCH 5 - PROGRESS: at 88.03% examples, 548473 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:03,830 : INFO : EPOCH 5 - PROGRESS: at 88.17% examples, 548466 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:04,831 : INFO : EPOCH 5 - PROGRESS: at 88.31% examples, 548448 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:05,836 : INFO : EPOCH 5 - PROGRESS: at 88.45% examples, 548445 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:06,842 : INFO : EPOCH 5 - PROGRESS: at 88.58% examples, 548433 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:04:07,848 : INFO : EPOCH 5 - PROGRESS: at 88.72% examples, 548425 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:08,856 : INFO : EPOCH 5 - PROGRESS: at 88.86% examples, 548423 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:09,868 : INFO : EPOCH 5 - 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PROGRESS: at 90.27% examples, 548448 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:19,943 : INFO : EPOCH 5 - PROGRESS: at 90.41% examples, 548442 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:20,947 : INFO : EPOCH 5 - PROGRESS: at 90.54% examples, 548433 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:21,956 : INFO : EPOCH 5 - PROGRESS: at 90.68% examples, 548435 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:22,976 : INFO : EPOCH 5 - PROGRESS: at 90.82% examples, 548415 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:04:23,988 : INFO : EPOCH 5 - PROGRESS: at 90.96% examples, 548402 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:24,992 : INFO : EPOCH 5 - PROGRESS: at 91.10% examples, 548394 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:25,994 : INFO : EPOCH 5 - PROGRESS: at 91.24% examples, 548389 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:04:27,003 : INFO : EPOCH 5 - PROGRESS: at 91.38% examples, 548380 words/s, in_qsize 5, out_qsize 1\n2018-06-23 15:04:28,011 : INFO : EPOCH 5 - 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},
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 15:05:14,419 : INFO : EPOCH 5 - PROGRESS: at 97.92% examples, 548177 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:15,420 : INFO : EPOCH 5 - PROGRESS: at 98.06% examples, 548175 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:16,425 : INFO : EPOCH 5 - PROGRESS: at 98.20% examples, 548180 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:17,427 : INFO : EPOCH 5 - PROGRESS: at 98.34% examples, 548183 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:18,442 : INFO : EPOCH 5 - PROGRESS: at 98.48% examples, 548169 words/s, in_qsize 6, out_qsize 1\n2018-06-23 15:05:19,455 : INFO : EPOCH 5 - PROGRESS: at 98.62% examples, 548170 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:20,466 : INFO : EPOCH 5 - PROGRESS: at 98.76% examples, 548170 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:21,471 : INFO : EPOCH 5 - PROGRESS: at 98.90% examples, 548164 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:22,472 : INFO : EPOCH 5 - PROGRESS: at 99.03% examples, 548161 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:23,481 : INFO : EPOCH 5 - PROGRESS: at 99.17% examples, 548148 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:24,502 : INFO : EPOCH 5 - PROGRESS: at 99.31% examples, 548142 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:25,521 : INFO : EPOCH 5 - PROGRESS: at 99.45% examples, 548128 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:26,526 : INFO : EPOCH 5 - PROGRESS: at 99.59% examples, 548124 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:27,528 : INFO : EPOCH 5 - PROGRESS: at 99.72% examples, 548111 words/s, in_qsize 4, out_qsize 1\n2018-06-23 15:05:28,529 : INFO : EPOCH 5 - PROGRESS: at 99.86% examples, 548099 words/s, in_qsize 5, out_qsize 0\n2018-06-23 15:05:29,493 : INFO : worker thread finished; awaiting finish of 2 more threads\n2018-06-23 15:05:29,496 : INFO : worker thread finished; awaiting finish of 1 more threads\n2018-06-23 15:05:29,501 : INFO : worker thread finished; awaiting finish of 0 more threads\n2018-06-23 15:05:29,502 : INFO : EPOCH - 5 : training on 563354806 raw words (394454038 effective words) took 719.7s, 548116 effective words/s\n2018-06-23 15:05:29,503 : INFO : training on a 2816774030 raw words (1972276396 effective words) took 3600.8s, 547734 effective words/s\n"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "# model.save(\"./wiki.model\")",
"execution_count": 116,
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": "2018-06-23 15:06:00,417 : INFO : saving Word2Vec object under ./wiki.model, separately None\n2018-06-23 15:06:00,418 : INFO : storing np array 'vectors' to ./wiki.model.wv.vectors.npy\n2018-06-23 15:06:00,527 : INFO : not storing attribute vectors_norm\n2018-06-23 15:06:00,528 : INFO : storing np array 'syn1neg' to ./wiki.model.trainables.syn1neg.npy\n2018-06-23 15:06:00,636 : INFO : not storing attribute cum_table\n2018-06-23 15:06:01,190 : INFO : saved ./wiki.model\n"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# 使う"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "model_file = './wiki.model'",
"execution_count": 15,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "model = word2vec.Word2Vec.load(model_file)",
"execution_count": 16,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "pos =['ロシア']\nneg =[]\nresults = model.wv.most_similar(positive=pos, negative=neg)\n\nresults",
"execution_count": 17,
"outputs": [
{
"data": {
"text/plain": "[('ウクライナ', 0.8402687311172485),\n ('ベラルーシ', 0.7339856624603271),\n ('モスクワ', 0.7306736707687378),\n ('グルジア', 0.7280224561691284),\n ('サンクトペテルブルク', 0.725482702255249),\n ('ソ連', 0.6972707509994507),\n ('ポーランド', 0.6962708234786987),\n ('クリミア', 0.6858572959899902),\n ('エストニア', 0.6832072734832764),\n ('トルコ', 0.6797314882278442)]"
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "## 国・首都"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "def capital(country):\n pos=[country, '東京']\n neg=['日本']\n return model.wv.most_similar(positive=pos, negative=neg)\n\ndef country(capital):\n pos=[capital, '日本']\n neg=['東京']\n return model.wv.most_similar(positive=pos, negative=neg)",
"execution_count": 23,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "capital('イギリス')",
"execution_count": 24,
"outputs": [
{
"data": {
"text/plain": "[('ロンドン', 0.6625537872314453),\n ('ブライトン', 0.602887749671936),\n ('ダブリン', 0.5732823610305786),\n ('エディンバラ', 0.5449219346046448),\n ('コヴェントリー', 0.5336467623710632),\n ('ニューヨーク', 0.5335486531257629),\n ('ブリストル', 0.5310947895050049),\n ('バーミンガム', 0.5302724838256836),\n ('ハムステッド', 0.530250072479248),\n ('グラスゴー', 0.5237090587615967)]"
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "country('北京')",
"execution_count": 26,
"outputs": [
{
"data": {
"text/plain": "[('中国', 0.7526445388793945),\n ('中華人民共和国', 0.6712119579315186),\n ('中華民国', 0.6192564964294434),\n ('台湾', 0.582610011100769),\n ('韓国', 0.5784990787506104),\n ('上海', 0.5455552935600281),\n ('天津', 0.5378749370574951),\n ('重慶', 0.5296570062637329),\n ('広州', 0.5273566246032715),\n ('中国共産党', 0.5228261947631836)]"
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "model.wv.most_similar(positive=['数学', 'ファラデー'], negative=['物理'])",
"execution_count": 44,
"outputs": [
{
"data": {
"text/plain": "[('ベルンハルト・リーマン', 0.5729793906211853),\n ('アンリ・ポアンカレ', 0.5690509080886841),\n ('レオンハルト・オイラー', 0.5669301152229309),\n ('ケイリー', 0.5580946207046509),\n ('イブン・アル・ハイサム', 0.5529767870903015),\n ('ゴットフリート・ライプニッツ', 0.5484482049942017),\n ('ニュートン', 0.5402655005455017),\n ('ガウス', 0.5384296178817749),\n ('ダフィット・ヒルベルト', 0.5359850525856018),\n ('ヤコブ・ベルヌーイ', 0.535256564617157)]"
},
"execution_count": 44,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "model.wv.most_similar(positive=['娘', '男'], negative=['女'])",
"execution_count": 16,
"outputs": [
{
"data": {
"text/plain": "[('息子', 0.7409306764602661),\n ('妻', 0.7187551259994507),\n ('妹', 0.705742597579956),\n ('弟', 0.6941105127334595),\n ('一人娘', 0.6730968952178955),\n ('母', 0.6676344275474548),\n ('孫娘', 0.6534746885299683),\n ('長男', 0.6449876427650452),\n ('次男', 0.6392081379890442),\n ('兄', 0.6380683183670044)]"
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "model.wv.most_similar(positive=['姪', '男'], negative=['女'])",
"execution_count": 18,
"outputs": [
{
"data": {
"text/plain": "[('いとこ', 0.767851710319519),\n ('義弟', 0.7662343978881836),\n ('甥', 0.7550125122070312),\n ('大叔父', 0.7467689514160156),\n ('伯父', 0.7295721173286438),\n ('従兄', 0.7265299558639526),\n ('従兄弟', 0.7185778617858887),\n ('従弟', 0.7141042351722717),\n ('叔母', 0.7115648984909058),\n ('義兄', 0.7082334756851196)]"
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "## 機能"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### 語彙"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "model.wv[\"言語\"]",
"execution_count": 74,
"outputs": [
{
"data": {
"text/plain": "array([-1.6093415 , -0.48870012, 0.9734129 , 3.3223937 , -3.838978 ,\n -2.5806391 , -0.6354585 , 2.1864517 , -1.7614211 , 2.986786 ,\n 1.5044813 , 1.7898896 , 0.637112 , -1.1706923 , 1.1591022 ,\n -0.19164251, 3.4432735 , -2.312369 , -0.09359948, 8.580323 ,\n -0.737214 , 0.61090946, -1.8647976 , -2.4218466 , 3.0846605 ,\n -1.7448734 , -2.482399 , 1.2974256 , 2.3988068 , -0.5981659 ,\n -1.205147 , -0.24562858, 0.7823033 , 2.4085307 , -2.3690805 ,\n -4.7028823 , 2.9797401 , -0.6348101 , 0.02724876, -0.24891464,\n 0.22728123, 1.0389432 , 4.9158216 , -2.4918184 , -2.436604 ,\n 0.99168104, -1.3339671 , 0.79126894, 2.1123466 , -3.3011475 ,\n -0.2691313 , 0.55839396, -2.607715 , -5.904831 , 7.9301763 ,\n 6.3713584 , 0.91555905, -9.225521 , -2.105483 , 2.399661 ,\n 2.7357163 , -4.734412 , -0.14849024, -2.0517876 , 4.00631 ,\n -1.0604335 , -0.36130428, 3.335066 , 1.0363022 , -0.36595422,\n -3.4408953 , -0.02966685, -5.2481594 , 2.005642 , -0.3827127 ,\n -4.29835 , -3.8359473 , -5.505129 , -0.21058929, -3.25969 ,\n -7.2543774 , 4.8273735 , -1.4545265 , -0.27928522, -6.8157425 ,\n 2.6947265 , -0.5448283 , 1.5533307 , -0.54196966, 0.8026997 ,\n 3.2410345 , -4.66115 , 1.8780565 , -2.7548344 , 0.51276624,\n -0.72928584, 3.2523997 , -2.303838 , 0.63396144, 3.1279435 ,\n 5.329616 , -2.624971 , -4.7802095 , -3.01482 , 3.239649 ,\n 2.771459 , -0.75829 , -2.7819374 , 1.4459854 , -2.4702084 ,\n 0.4438587 , -0.22763042, 2.022389 , 0.05043326, 0.594368 ,\n -1.3622339 , -1.5178853 , -2.8150017 , 4.369432 , -1.888069 ,\n -1.857214 , 4.316379 , -2.9523244 , 1.1512827 , -0.03323807,\n 0.34005693, -2.9924684 , -2.9933834 , -3.2182803 , 1.8443786 ,\n 5.378575 , 2.4182606 , 0.02819255, -1.5042803 , 1.0393108 ,\n -5.0298924 , -6.580987 , -4.961093 , -0.7256892 , -0.05860636,\n -1.2422712 , 2.8998232 , -0.51177 , -0.14581656, -0.6005037 ,\n -2.1051157 , 2.7107399 , 0.5707182 , 0.06395216, -2.0471792 ,\n 1.2782409 , 4.6330094 , 2.953038 , 2.7279158 , -1.3157774 ,\n -4.663684 , -2.810585 , -4.264693 , -1.7369742 , -0.58869255,\n -0.29833 , -1.4770055 , 3.525027 , -2.0471764 , 0.38655457,\n -3.1618207 , -0.37098593, 4.998433 , 1.9917943 , -4.369977 ,\n -1.1607337 , -0.3711595 , 1.2370652 , 2.0699832 , -3.3145485 ,\n -0.7501747 , 1.4915652 , -1.6521492 , 4.3876476 , 1.5020156 ,\n -5.373212 , 2.3419795 , -0.07000034, 2.0608165 , 0.41838044,\n -5.745576 , -5.1443605 , 6.025418 , 4.1767907 , -4.577625 ,\n -0.14787966, 1.166374 , -3.617678 , -0.4198938 , 2.7896624 ,\n -0.9580717 , 0.30311954, 3.733097 , -0.77506924, 4.8545914 ],\n dtype=float32)"
},
"execution_count": 74,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "len(model.wv.vocab)",
"execution_count": 89,
"outputs": [
{
"data": {
"text/plain": "221980"
},
"execution_count": 89,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "type(model.wv.vocab)",
"execution_count": 90,
"outputs": [
{
"data": {
"text/plain": "dict"
},
"execution_count": 90,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "count = 0\nfor word in model.wv.vocab.keys():\n print(word)\n if count > 30:\n break\n count += 1",
"execution_count": 93,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "EXTREME\nフラニョ・トゥジマン\nエレクテウス\nヤーマン\nPigs\nhaired\n釘抜き\nレーザ\nミス・ペレグリン\nハイス\n立た\nリウ\n久手\n罪\nわくわく\n番外地\nエアクリーナーボックス\n箇\nコーエーテクモホールディングス\nOhwi\nしだ\n米須\nガリリャーノ\nアートディンク\nバルトゥ\nサマーウォーズ\nアロースタッド\n富内線\n切れ端\n田巻\nGarry\n引致\n"
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# 分かち書き検証"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "import subprocess",
"execution_count": 27,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "out = subprocess.run(['wc', '-l', './wikiextractor/wiki_wakati.txt'], stdout=subprocess.PIPE)",
"execution_count": 47,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "int(str(out.stdout).split(' ')[0].replace(\"b'\",''))",
"execution_count": 53,
"outputs": [
{
"data": {
"text/plain": "24092336"
},
"execution_count": 53,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "get_line_from_file_path(11, file_path).split(' ')",
"execution_count": 8,
"outputs": [
{
"data": {
"text/plain": "['1949',\n '年',\n '、',\n 'ミシガン',\n '州',\n 'グランドラピッズ',\n 'に',\n '生まれる',\n '。',\n 'カリフォルニア',\n '州',\n '出身',\n 'の',\n '母親',\n 'が',\n 'かつて',\n 'ナイトクラブ',\n 'の',\n 'ピアニスト',\n 'を',\n 'し',\n 'て',\n 'い',\n 'た',\n 'こと',\n 'から',\n '、',\n '幼少',\n '期',\n 'から',\n '音楽',\n '環境',\n 'に',\n 'は',\n '恵まれ',\n 'て',\n 'おり',\n '、',\n '母親',\n 'の',\n '所有',\n 'する',\n 'レコード',\n 'や',\n 'ラジオ',\n 'から',\n '流れる',\n 'ジャズ',\n 'の',\n '名手',\n 'たち',\n 'の',\n '演奏',\n 'を',\n '聴い',\n 'て',\n '育っ',\n 'た',\n '。',\n '父',\n 'は',\n 'ブルーカラー',\n 'だっ',\n 'た',\n 'が',\n '収入',\n '面',\n 'で',\n 'は',\n '恵まれ',\n 'て',\n 'おり',\n '、',\n 'グランドラピッズ',\n 'の',\n '高級',\n '住宅',\n '街',\n 'に',\n '住み',\n '、',\n 'サックス',\n 'の',\n '個人',\n 'レッスン',\n 'を',\n '受け',\n 'た',\n '。',\n '父方',\n 'の',\n '先祖',\n 'に',\n 'は',\n '「',\n 'Mad',\n 'Angus',\n 'Mackay',\n '」',\n 'の',\n '異名',\n 'を',\n '取っ',\n 'た',\n 'ヴィクトリア',\n '女王',\n 'お抱え',\n 'の',\n 'バグ',\n 'パイプ',\n '奏者',\n 'が',\n 'おり',\n '、',\n 'マッケイ',\n 'は',\n '自分',\n 'の',\n '版権',\n '管理',\n '会社',\n 'に',\n '彼',\n 'の',\n '異名',\n 'から',\n '取っ',\n 'た',\n '「',\n 'Mad',\n 'Angus',\n 'Music',\n '」',\n 'という',\n '社名',\n 'を',\n '付け',\n 'た',\n '。',\n 'なお',\n '、',\n '両親',\n 'は',\n '彼',\n 'が',\n '高校',\n 'に',\n '入る',\n '前',\n 'に',\n '離婚',\n 'し',\n '、',\n 'マッケイ',\n 'は',\n '父',\n 'に',\n '引き取ら',\n 'れ',\n 'た',\n '。',\n '\\n']"
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "line_nos = [7,4,31, 3, 31]\nget_lines_from_file_path(line_nos, file_path)",
"execution_count": 9,
"outputs": [
{
"data": {
"text/plain": "{3: 'スティーヴ ・ マッケイ （\" Steve Mackay \"、 1949 年 9 月 25 日 - 2015 年 10 月 10 日 ） は 、 アメリカ合衆国 の 音楽家 、 作曲 家 、 ザ・ストゥージズ の サックス 奏者 。 \\n',\n 4: '\\n',\n 7: 'ザ・ストゥージズ を 離れ た 後 は 電気 技師 として 働く 傍ら 、 、 、 （ フィリップ ・ チャールズ ・ リス マン ） といった 面々 と 共演 し た 。 1990 年代 の 活動 休止 時期 を 挟ん で 、 2000 年代 に は インストゥルメンタル・ミュージシャン で あり 、 インディーズ・レーベル 「 Radon 」 の 主催 者 、 スコット ・ ニーデガー ら と 主 に 共演 し た 。 また 、 2000 年代 中盤 から 再び 音楽 活動 に 専念 し 、 Radon に 関係 し た ミュージシャン たち や ザ・ストゥージズ の ベーシスト 、 を バック に 従え て 、 ソロアルバム を 3 枚 リリース し た 。 \\n',\n 31: '1972 年 に カーナル・キッチン は 解散 し 、 マッケイ は ブルース バンド の The Mojo Boogie Band へ 参加 する 。 また 、 同じ 時期 に 電気 技師 として も 活動 を 開始 する 。 \\n'}"
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "get_line_from_file_path(5, file_path).split(' ')",
"execution_count": 11,
"outputs": [
{
"data": {
"text/plain": "['1969',\n '年',\n 'に',\n 'マーク・ランパート',\n 'と',\n '結成',\n 'し',\n 'た',\n 'インストゥルメンタルデュオ',\n '、',\n 'カーナル・キッチン',\n '（',\n 'Carnal',\n 'Kitchen',\n '）',\n 'で',\n '活動',\n '中',\n '、',\n 'その',\n 'ライブ',\n 'を',\n '見',\n 'た',\n 'ザ・ストゥージズ',\n 'の',\n 'イギー・ポップ',\n 'に',\n '誘わ',\n 'れ',\n 'て',\n 'アルバム',\n '「',\n '」',\n 'に',\n 'サックス',\n '奏者',\n 'として',\n '参加',\n 'し',\n '、',\n 'プロ',\n 'デビュー',\n 'し',\n 'た',\n '。',\n '\\n']"
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "",
"execution_count": null,
"outputs": []
}
],
"metadata": {
"kernelspec": {
"name": "tensorflow",
"display_name": "tensorflow",
"language": "python"
},
"language_info": {
"name": "python",
"version": "3.6.5",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"toc": {
"nav_menu": {},
"number_sections": true,
"sideBar": false,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {
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