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This commit is contained in:
Jakub Pokrywka
parent
ecf931a3e0
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"execution_count": 4,
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"outputs": [
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"data": {
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"text/plain": [
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"['hi .', 'cześć .']"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"execution_count": 6,
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"outputs": [
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"data": {
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"text/plain": [
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"['i m ok .', 'ze mną wszystko w porządku .']"
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]
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},
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"execution_count": 6,
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"outputs": [],
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"source": [
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"execution_count": 7,
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"execution_count": null,
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"outputs": [
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{
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"data": {
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"text/plain": [
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"['i m up .', 'wstałem .']"
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]
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},
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"execution_count": 7,
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"metadata": {},
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"execution_count": 8,
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"outputs": [
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"data": {
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"text/plain": [
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"['i m tom .', 'jestem tom .']"
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]
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},
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"execution_count": 8,
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"text/plain": [
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"1828"
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"execution_count": 9,
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"outputs": [],
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"source": [
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"eng_lang.n_words"
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"iter: 8050, loss: 2.9240697879488504\n",
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"iter: 8100, loss: 3.0172221147900546\n",
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"iter: 8150, loss: 2.8361169849426027\n",
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"iter: 8200, loss: 2.9860127468676803\n",
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"iter: 8250, loss: 2.9495567634294906\n",
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"iter: 8300, loss: 2.793946119104113\n",
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"iter: 8350, loss: 3.2106793221594785\n",
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"iter: 8400, loss: 2.736634517018757\n",
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"iter: 8450, loss: 2.8962079345536615\n",
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"iter: 8500, loss: 2.906407202516283\n",
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"iter: 8550, loss: 2.6900012663281148\n",
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"iter: 8600, loss: 2.8905927643056897\n",
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"iter: 8650, loss: 2.950769727600945\n",
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"iter: 8700, loss: 2.884238138978443\n",
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"iter: 8750, loss: 2.7154052526648083\n",
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"iter: 8800, loss: 2.8823739119030183\n",
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"iter: 8850, loss: 2.93061117755799\n",
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"iter: 8900, loss: 2.658344201617771\n",
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"iter: 8950, loss: 2.5747124820644887\n",
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"iter: 9000, loss: 2.8281182004307954\n",
|
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"iter: 9050, loss: 2.6702445936959895\n",
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"iter: 9100, loss: 2.8030708763485865\n",
|
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"iter: 9150, loss: 3.0742075329053966\n",
|
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"iter: 9200, loss: 2.7834522392787635\n",
|
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"iter: 9250, loss: 2.9308865650949025\n",
|
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"iter: 9300, loss: 2.776913931453039\n",
|
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"iter: 9350, loss: 2.7998796779011923\n",
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"iter: 9400, loss: 3.1615792548088795\n",
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"iter: 9450, loss: 3.2742855516539673\n",
|
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"iter: 9500, loss: 2.981044085154457\n",
|
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"iter: 9550, loss: 2.4407524968101866\n",
|
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"iter: 9600, loss: 2.624275121037923\n",
|
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"iter: 9650, loss: 2.4893303714971697\n",
|
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"iter: 9700, loss: 2.7211539438906183\n",
|
||||
"iter: 9750, loss: 2.8714180671828133\n",
|
||||
"iter: 9800, loss: 2.7188037380396373\n",
|
||||
"iter: 9850, loss: 2.4101966271173385\n",
|
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"iter: 9900, loss: 2.9492219283542926\n",
|
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"iter: 9950, loss: 2.547067801430112\n",
|
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"iter: 10000, loss: 2.8521263429191372\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"trainIters(encoder1, attn_decoder1, 10_000, print_every=50)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 21,
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"> he is a tennis player .\n",
|
||||
"= on jest tenisistą .\n",
|
||||
"< jest tenisistą . <EOS>\n",
|
||||
"\n",
|
||||
"> i m not going to change my mind .\n",
|
||||
"= nie zamierzam zmieniać zdania .\n",
|
||||
"< nie idę do . <EOS>\n",
|
||||
"\n",
|
||||
"> i m totally confused .\n",
|
||||
"= jestem kompletnie zmieszany .\n",
|
||||
"< jestem dziś . . <EOS>\n",
|
||||
"\n",
|
||||
"> he is a pioneer in this field .\n",
|
||||
"= jest pionierem w tej dziedzinie .\n",
|
||||
"< on jest w w . . <EOS>\n",
|
||||
"\n",
|
||||
"> i m so excited .\n",
|
||||
"= jestem taki podekscytowany !\n",
|
||||
"< jestem jestem głodny . <EOS>\n",
|
||||
"\n",
|
||||
"> they are a party of six .\n",
|
||||
"= jest ich sześć osób .\n",
|
||||
"< oni nie są . . <EOS>\n",
|
||||
"\n",
|
||||
"> he is the father of two children .\n",
|
||||
"= on jest ojcem dwójki dzieci .\n",
|
||||
"< on jest na do . . <EOS>\n",
|
||||
"\n",
|
||||
"> i am leaving at four .\n",
|
||||
"= wychodzę o czwartej .\n",
|
||||
"< jestem na . <EOS>\n",
|
||||
"\n",
|
||||
"> i m not much of a writer .\n",
|
||||
"= pisarz ze mnie żaden .\n",
|
||||
"< nie jestem mnie . . <EOS>\n",
|
||||
"\n",
|
||||
"> you re disgusting !\n",
|
||||
"= jesteś obrzydliwy !\n",
|
||||
"< jesteś obrzydliwy . <EOS>\n",
|
||||
"\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"evaluateRandomly(encoder1, attn_decoder1)"
|
||||
]
|
||||
@ -797,7 +477,14 @@
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
"source": [
|
||||
"## ZADANIE\n",
|
||||
"\n",
|
||||
"Gonito \"WMT2017 Czech-English machine translation challenge for news \"\n",
|
||||
"\n",
|
||||
"Proszę wytrenować najpierw model german -> english, a później dotrenować na czech-> english.\n",
|
||||
"Można wziąć inicjalizować enkoder od nowa lub nie. Proszę w każdym razie użyć wytrenowanego dekodera."
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
|
||||
Loading…
Reference in New Issue
Block a user