From c15ab42cd418f19e87bcae307dbce195a29b913a Mon Sep 17 00:00:00 2001 From: DmitriyAntonov Date: Sat, 14 Oct 2023 14:43:47 +0400 Subject: [PATCH] =?UTF-8?q?=D1=80=D0=B5=D0=B0=D0=B4=D0=B83?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- antonov_dmitry_lab_7/README.md | 31 +++++++++++++++++++++++++ antonov_dmitry_lab_7/lab7.py | 2 +- antonov_dmitry_lab_7/rus.txt | 14 +++++------ antonov_dmitry_lab_7/screens/step1.png | Bin 0 -> 77559 bytes antonov_dmitry_lab_7/screens/step2.png | Bin 0 -> 83372 bytes antonov_dmitry_lab_7/screens/step3.png | Bin 0 -> 73904 bytes antonov_dmitry_lab_7/screens/step4.png | Bin 0 -> 64914 bytes antonov_dmitry_lab_7/screens/step5.png | Bin 0 -> 29567 bytes 8 files changed, 38 insertions(+), 9 deletions(-) create mode 100644 antonov_dmitry_lab_7/screens/step1.png create mode 100644 antonov_dmitry_lab_7/screens/step2.png create mode 100644 antonov_dmitry_lab_7/screens/step3.png create mode 100644 antonov_dmitry_lab_7/screens/step4.png create mode 100644 antonov_dmitry_lab_7/screens/step5.png diff --git a/antonov_dmitry_lab_7/README.md b/antonov_dmitry_lab_7/README.md index 93a515e..7077498 100644 --- a/antonov_dmitry_lab_7/README.md +++ b/antonov_dmitry_lab_7/README.md @@ -73,6 +73,16 @@ * На 50 эпохах нейронная сеть плохо обучена (из 1 места плюс повтор) * На 100 эпохах средний результат (из 2 мест) * На 150 эпохах нейронная сеть показывает наилучший результат (из 3 разных мест без повтора) + +Так же модель работает и на русском тексте. Вот что сгенерировала модель на 150 эпохах. +Предложения взяты из разных мест и выглядят осмысленно. +"Я хочу летать потому что в этом заложено желание преодолевать границы хочу чувствовать себя +свободным словно ветер несущим меня к новым приключениям я хочу летать и продолжать этот бескрайний +полет вперед ибо в этом полете заключена вся суть моего существования существования существования +существования существования трудности трудности трудности неважными хочу летать потому что." + +Чем больше текст мы берем, тем более интересные результаты получаем, но моих вычислительных мощностей уже не хватит. +Так же чем больше прогонов, тем лучше модель, но тоже не до бесконечности можно получить хороший результат.

Обучение
@@ -81,4 +91,25 @@

Результат
+

+ +

+

Обучение 1
+ +

+

+

Обучение 2
+ +

+

+

Обучение 3
+ +

+

+

Обучение 4
+ +

+

+

Обучение 5
+

\ No newline at end of file diff --git a/antonov_dmitry_lab_7/lab7.py b/antonov_dmitry_lab_7/lab7.py index 71f8815..76723a7 100644 --- a/antonov_dmitry_lab_7/lab7.py +++ b/antonov_dmitry_lab_7/lab7.py @@ -33,7 +33,7 @@ model.add(Dense(total_words, activation='softmax')) model.compile(loss='sparse_categorical_crossentropy', optimizer='adam', metrics=['accuracy']) # тренировка модели -model.fit(predictors, labels, epochs=200, verbose=1) +model.fit(predictors, labels, epochs=150, verbose=1) # генерация текста на основе модели diff --git a/antonov_dmitry_lab_7/rus.txt b/antonov_dmitry_lab_7/rus.txt index 3761cb3..4f284f3 100644 --- a/antonov_dmitry_lab_7/rus.txt +++ b/antonov_dmitry_lab_7/rus.txt @@ -1,13 +1,11 @@ -"Я хочу летать",слушал рассказы старых пилотов. говорил маленький Макс каждый день, смотря в небо. Он рисовал птиц на листах бумаги и мечтал о крыльях, которые позволят ему подняться в воздух. +Я хочу летать. Почувствовать ветер в лицо, свободно парить в небесах. Я хочу летать, словно птица, освободившись от земных оков. Летать, словно орел, покоряя небесные просторы. Я хочу летать, чувствовать каждый момент поднятия в воздух, каждый поворот, каждое крыло, взмахнувшее в танце с аэродинамикой. -Каждый вечер, говорил маленький Макс каждый день. Макс шептал: "Я хочу летать". Он представлял себя парящим над зелеными полями и горизонтом, который казался бесконечным. +Я хочу летать над горами, смотреть на вершины, которые кажутся такими далекими с земли. Хочу летать над океанами, наблюдая за волнами, встречая закаты, окрашивающие водную гладь в огонь. Я хочу летать над городами, где жизнь бурлит своим ритмом, а улицы выглядят как мозаика, расстилающаяся под ногами. -С годами, его желание не исчезло. Наоборот, оно стало все сильнее. Макс начал изучать авиацию, читал книги о пилотах и самолетах, мечтая о том дне, когда сможет взлететь. +Я хочу летать, ощущать тот подъем, когда ты понимаешь, что земля осталась позади, а ты – свободен, как никогда. Я хочу летать и видеть этот мир с высоты, где все проблемы кажутся такими маленькими и неважными. Хочу летать и чувствовать себя частью этого огромного космического танца, где звезды танцуют свои вечерние вальсы. -Он посещал авиашоу и Каждый раз, когда он видел, как самолеты взмывали в небо, сердце его билось быстрее, а глаза сверкали от восторга. +Я хочу летать, несмотря ни на что, преодолевая любые преграды. Хочу летать, потому что в этом чувствую свое настоящее "я". Летать – значит освобождаться от гравитации рутины, подниматься над повседневностью, смотреть на мир с высоты своей мечты. -Наконец, на свой двадцатый день рождения, Макс получил в подарок уроки пилотирования. Как только он впервые сел за штурвал, сердце его забилось так, словно оно само хотело взлететь. +Я хочу летать, потому что в этом заключена свобода души. Хочу ощутить, как воздух обволакивает меня, как каждая клетка моего тела ощущает эту свободу. Хочу летать, потому что это моя мечта, которая дает мне силы двигаться вперед, преодолевая все трудности. -С каждым новым уроком Макс приближался к своей мечте. Он учился управлять самолетом, понимать аэродинамику, чувствовать ветер и облака. - -И вот однажды, на заключительном экзамене, Макс с уверенностью сел за штурвал. Он знал, что сейчас его мечта сбудется. Самолет начал набирать высоту, и в тот момент, когда он оторвался от земли, Макс почувствовал, что слова "Я хочу летать" стали его реальностью. Он стал пилотом. \ No newline at end of file +Я хочу летать, потому что в этом заложено желание преодолевать границы. Хочу чувствовать себя свободным, словно ветер, несущим меня к новым приключениям. 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