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Longer run through the neural network
See previous post. Here's the results of longer training on the same dataset of almost 10K fantasy titles.
As usual, it's probably replicating actual titles. I've started a new run, tweaking the parameters, to see if I can get it to generate more new titles instead of repeating probably-extant ones.
Epoch 5/50
159/159 [==============================] - 24s 150ms/step - loss: 1.8028
####################
Temperature: 0.2
####################
The Shadow of the Beauth
The Princess of the Beast Story
Chinderelland
####################
Temperature: 0.5
####################
The Shadows of the Beast
The Crement Tales
Fairy Band
####################
Temperature: 1.0
####################
Hockeys
Deful's Godens
Glooping
Epoch 10/50
159/159 [==============================] - 24s 151ms/step - loss: 1.3651
####################
Temperature: 0.2
####################
The Secret of the Shadows
The Child of the Wind
The Shadow of the Dragon
####################
Temperature: 0.5
####################
The Dragon Storm
The Scrotter Song of the Darkness
The Kiss of the Sorceress
####################
Temperature: 1.0
####################
Well Thimper Strangers
The Bribent Hagg
Circle's Reded Twisted
Epoch 15/50
159/159 [==============================] - 24s 151ms/step - loss: 1.0883
####################
Temperature: 0.2
####################
The Shadow of the Blood
The Wind of the Willows
The Storm of the Fire
####################
Temperature: 0.5
####################
The Secret Soon
The Sorcerer's Cinder
The Storm Book of the Storm
####################
Temperature: 1.0
####################
Winter's Tale
The Blood With the White Earth's Horse
Geisting the Valley
Epoch 20/50
159/159 [==============================] - 24s 150ms/step - loss: 0.8721
####################
Temperature: 0.2
####################
The Castle of Glass
The Shadow of the War
The Secret Servant
####################
Temperature: 0.5
####################
The Altis
The Rise Of The Dawn
The Last Her Endsold
####################
Temperature: 1.0
####################
Contrala Purring
Staffen
Where wis Edea
Epoch 25/50
159/159 [==============================] - 24s 151ms/step - loss: 0.7204
####################
Temperature: 0.2
####################
The Secret World of Fairies
The Secret World of Fairies
The Third Wish
####################
Temperature: 0.5
####################
The Girl Who Fell
The House of Grey - Volume 2
The Silmarili
####################
Temperature: 1.0
####################
Wrota
A Maiden and the Goblin One
The Harial Pempo
Epoch 30/50
159/159 [==============================] - 24s 151ms/step - loss: 0.6255
####################
Temperature: 0.2
####################
The Secret Horseman
The Secret Horseman
The Chronicles of Chrestonitates
####################
Temperature: 0.5
####################
The Light Bearty
The Fairy Gift
The Chimera Whe Dragon Talent: Bearer's Return and Ground as the Brothers Griffin
####################
Temperature: 1.0
####################
The Goblin's Codex
Dragonquate
Fight Assassin
Epoch 35/50
159/159 [==============================] - 24s 151ms/step - loss: 0.5660
####################
Temperature: 0.2
####################
The Story of Sinth: A Middleas Natter
The Black Swan
The Dragon and the Fair Maid of Keep
####################
Temperature: 0.5
####################
The Call of the Sword
The Devil's Arvire: a House Dask
The Fight Cast of Mermaid
####################
Temperature: 1.0
####################
The Hundredth Queen
Princess Magic
The Flame in the Master
Epoch 40/50
159/159 [==============================] - 24s 151ms/step - loss: 0.5286
####################
Temperature: 0.2
####################
The Story of Sinx
The Wizard of Rader
The Storyteller's Daughter: A Retelling of the Arabian Nights
####################
Temperature: 0.5
####################
The Transion Beanturs
The Storyteller's Daughter: A Retelling of the Arabian Nights
The Last Watch
####################
Temperature: 1.0
####################
Storm, and Rarana
Whispers in the Woods, Vol. 1
The Night of Dreed
Epoch 45/50
159/159 [==============================] - 24s 151ms/step - loss: 0.5004
####################
Temperature: 0.2
####################
The Shadow of the Gauntlet
The Secret of Shadow
The Fairy Rebel
####################
Temperature: 0.5
####################
The Girl Who Fell
The Curse of the Wolf Girl & Seas 1
Soul Murder
####################
Temperature: 1.0
####################
Snow White & the Hallows
Gotrek & Felix: The First Omnibus
The 19th Bladesman
Epoch 50/50
159/159 [==============================] - 24s 150ms/step - loss: 0.4760
####################
Temperature: 0.2
####################
The Dragon and the Greet Hunt
The Complete Chronicles of Bones
The Secret of Dragonhome
####################
Temperature: 0.5
####################
The Complete Seaborn
The Dragons of Blueland
Cast in Shadow
####################
Temperature: 1.0
####################
Out of the Grahies
His Fiun Hat Snuk
Dreamscalle Warberituon
As usual, it's probably replicating actual titles. I've started a new run, tweaking the parameters, to see if I can get it to generate more new titles instead of repeating probably-extant ones.
Epoch 5/50
159/159 [==============================] - 24s 150ms/step - loss: 1.8028
####################
Temperature: 0.2
####################
The Shadow of the Beauth
The Princess of the Beast Story
Chinderelland
####################
Temperature: 0.5
####################
The Shadows of the Beast
The Crement Tales
Fairy Band
####################
Temperature: 1.0
####################
Hockeys
Deful's Godens
Glooping
Epoch 10/50
159/159 [==============================] - 24s 151ms/step - loss: 1.3651
####################
Temperature: 0.2
####################
The Secret of the Shadows
The Child of the Wind
The Shadow of the Dragon
####################
Temperature: 0.5
####################
The Dragon Storm
The Scrotter Song of the Darkness
The Kiss of the Sorceress
####################
Temperature: 1.0
####################
Well Thimper Strangers
The Bribent Hagg
Circle's Reded Twisted
Epoch 15/50
159/159 [==============================] - 24s 151ms/step - loss: 1.0883
####################
Temperature: 0.2
####################
The Shadow of the Blood
The Wind of the Willows
The Storm of the Fire
####################
Temperature: 0.5
####################
The Secret Soon
The Sorcerer's Cinder
The Storm Book of the Storm
####################
Temperature: 1.0
####################
Winter's Tale
The Blood With the White Earth's Horse
Geisting the Valley
Epoch 20/50
159/159 [==============================] - 24s 150ms/step - loss: 0.8721
####################
Temperature: 0.2
####################
The Castle of Glass
The Shadow of the War
The Secret Servant
####################
Temperature: 0.5
####################
The Altis
The Rise Of The Dawn
The Last Her Endsold
####################
Temperature: 1.0
####################
Contrala Purring
Staffen
Where wis Edea
Epoch 25/50
159/159 [==============================] - 24s 151ms/step - loss: 0.7204
####################
Temperature: 0.2
####################
The Secret World of Fairies
The Secret World of Fairies
The Third Wish
####################
Temperature: 0.5
####################
The Girl Who Fell
The House of Grey - Volume 2
The Silmarili
####################
Temperature: 1.0
####################
Wrota
A Maiden and the Goblin One
The Harial Pempo
Epoch 30/50
159/159 [==============================] - 24s 151ms/step - loss: 0.6255
####################
Temperature: 0.2
####################
The Secret Horseman
The Secret Horseman
The Chronicles of Chrestonitates
####################
Temperature: 0.5
####################
The Light Bearty
The Fairy Gift
The Chimera Whe Dragon Talent: Bearer's Return and Ground as the Brothers Griffin
####################
Temperature: 1.0
####################
The Goblin's Codex
Dragonquate
Fight Assassin
Epoch 35/50
159/159 [==============================] - 24s 151ms/step - loss: 0.5660
####################
Temperature: 0.2
####################
The Story of Sinth: A Middleas Natter
The Black Swan
The Dragon and the Fair Maid of Keep
####################
Temperature: 0.5
####################
The Call of the Sword
The Devil's Arvire: a House Dask
The Fight Cast of Mermaid
####################
Temperature: 1.0
####################
The Hundredth Queen
Princess Magic
The Flame in the Master
Epoch 40/50
159/159 [==============================] - 24s 151ms/step - loss: 0.5286
####################
Temperature: 0.2
####################
The Story of Sinx
The Wizard of Rader
The Storyteller's Daughter: A Retelling of the Arabian Nights
####################
Temperature: 0.5
####################
The Transion Beanturs
The Storyteller's Daughter: A Retelling of the Arabian Nights
The Last Watch
####################
Temperature: 1.0
####################
Storm, and Rarana
Whispers in the Woods, Vol. 1
The Night of Dreed
Epoch 45/50
159/159 [==============================] - 24s 151ms/step - loss: 0.5004
####################
Temperature: 0.2
####################
The Shadow of the Gauntlet
The Secret of Shadow
The Fairy Rebel
####################
Temperature: 0.5
####################
The Girl Who Fell
The Curse of the Wolf Girl & Seas 1
Soul Murder
####################
Temperature: 1.0
####################
Snow White & the Hallows
Gotrek & Felix: The First Omnibus
The 19th Bladesman
Epoch 50/50
159/159 [==============================] - 24s 150ms/step - loss: 0.4760
####################
Temperature: 0.2
####################
The Dragon and the Greet Hunt
The Complete Chronicles of Bones
The Secret of Dragonhome
####################
Temperature: 0.5
####################
The Complete Seaborn
The Dragons of Blueland
Cast in Shadow
####################
Temperature: 1.0
####################
Out of the Grahies
His Fiun Hat Snuk
Dreamscalle Warberituon
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