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shitty_text.txt
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When I find myself in times of trouble, Mother Mary comes to me
Speaking words of wisdom, let it be
And in my hour of darkness she is standing right in front of me
Speaking words of wisdom, let it be
Let it be, let it be, let it be, let it be
Whisper words of wisdom, let it be
And when the broken-hearted people living in the world agree
There will be an answer, let it be
For though they may be parted, there is still a chance that they will see
There will be an answer, let it be
Let it be, let it be, let it be, let it be
Yeah, there will be an answer, let it be
Let it be, let it be, let it be, let it be
Whisper words of wisdom, let it be
Let it be, let it be, let it be, yeah, let it be
Whisper words of wisdom, let it be
And when the night is cloudy there is still a light that shines on me
Shine until tomorrow, let it be
I wake up to the sound of music, Mother Mary comes to me
Speaking words of wisdom, let it be
Let it be, let it be, let it be, yeah, let it be
There will be an answer, let it be
Let it be, let it be, let it be, yeah, let it be
There will be an answer, let it be
Let it be, let it be, let it be, yeah, let it be
Whisper words of wisdom, let it be
Strawberry Fields Forever
The Beatles
Let me take you down
'Cause I'm going to Strawberry Fields
Nothing is real
And nothing to get hung about
Strawberry Fields forever
Living is easy with eyes closed
Misunderstanding all you see
It's getting hard to be someone
But it all works out
It doesn't matter much to me
Let me take you down
'Cause I'm going to Strawberry Fields
Nothing is real
And nothing to get hung about
Strawberry Fields forever
No one I think is in my tree
I mean it must be high or low
That is you can't, you know, tune in
But it's all right
That is, I think, it's not too bad
Let me take you down
'Cause I'm going to Strawberry Fields
Nothing is real
And nothing to get hung about
Strawberry Fields forever
Always, no, sometimes think it's me
But you know I know when it's a dream
I think, er, no, I mean, er, yes
But it's all wrong
That is I think I disagree
Let me take you down
'Cause I'm going to Strawberry Fields
Nothing is real
And nothing to get hung about
Strawberry Fields forever
Strawberry Fields forever
Strawberry Fields forever
If I Fell
The Beatles
If I fell in love with you
Would you promise to be true
And help me understand
'Cause I've been in love before
And I found that love was more
Than just holding hands
If I give my heart to you
I must be sure
From the very start
That you would love me more than her
If I trust in you oh please
Don't run and hide
If I love you too oh please
Don't hurt my pride like her
'Cause I couldn't stand the pain
And I would be sad if our new love was in vain
So I hope you see that I
Would love to love you
And that she will cry
When she learns we are two
'Cause I couldn't stand the pain
And I would be sad if our new love was in vain
So I hope you see that I
Would love to love you
And that she will cry
When she learns we are two
If I fell in love with you
Can't Help Falling in Love
Elvis Presley
Wise men say only fools rush in
But I can't help falling in love with you
Shall I stay?
Would it be a sin
If I can't help falling in love with you?
Like a river flows surely to the sea
Darling so it goes
Some things are meant to be
Take my hand, take my whole life too
For I can't help falling in love with you
Like a river flows surely to the sea
Darling so it goes
Some things are meant to be
Take my hand, take my whole life too
For I can't help falling in love with you
For I can't help falling in love with you
Source: LyricFind
Blackbird
The Beatles
Blackbird singing in the dead of night
Take these broken wings and learn to fly
All your life
You were only waiting for this moment to arise
Blackbird singing in the dead of night
Take these sunken eyes and learn to see
All your life
You were only waiting for this moment to be free
Blackbird fly, blackbird fly
Into the light of a dark black night
Blackbird fly, blackbird fly
Into the light of a dark black night
Blackbird singing in the dead of night
Take these broken wings and learn to fly
All your life
You were only waiting for this moment to arise
You were only waiting for this moment to arise
You were only waiting for this moment to arise
Source: LyricFind
A Day in the Life
The Beatles
"Dub the mic on the piano quite low this
Just keeping it like maracas, you know
You know those old pianos"
"Ok, we're on"
"Sugarplum fairy, sugarplum fairy"
I read the news today, oh boy
About a lucky man who made the grade
And though the news was rather sad
Well, I just had to laugh
I saw the photograph
He blew his mind out in a car
He didn't notice that the lights had changed
A crowd of people stood and stared
They'd seen his face before
Nobody was really sure if he was from the House of Lords
I saw a film today, oh boy
The English Army had just won the war
A crowd of people turned away
But I just had to look
Having read the book
I'd love to turn you on
"Five, six, seven, eight, nine
Ten, eleven, twelve, thirteen, fourteen
Fifteen, sixteen, seventeen, eighteen, nineteen
Twenty"
Woke up, fell out of bed
Dragged a comb across my head
Found my way downstairs and drank a cup
And looking up I noticed I was late
Found my coat and grabbed my hat
Made the bus in seconds flat
Made my way upstairs and had a smoke
And everybody spoke and I went into a dream
"Oh shit"
I read the news today, oh boy
Four thousand holes in Blackburn, Lancashire
And though the holes were rather small
They had to count them all
Now they know how many holes it takes to fill the Albert Hall
I'd love to turn you
"See the worst thing about doing this
Doing something like this
Is I think that at first people sort of are a bit suspicious
'You know, come on, what are you up to?'
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UNet-based-Denoising-Autoencoder/main.py
@n0obcoder n0obcoder Update main.py
0684b8b 4 minutes ago
172 lines (138 sloc) 6.12 KB
import sys, os, time, glob, time, pdb, cv2
import numpy as np
import torch
import torch.nn as nn
from tqdm import tqdm
import matplotlib.pyplot as plt
plt.switch_backend('agg')
# import neccesary libraries for defining the optimizers
import torch.optim as optim
from torch.optim import lr_scheduler
from torchvision import transforms
from unet import UNet
from datasets import DAE_dataset
device = torch.device("cuda") if torch.cuda.is_available() else torch.device("cpu")
print('device: ', device)
def q(text = ''):
print('> {}'.format(text))
sys.exit()
models_dir = 'models'
if not os.path.exists(models_dir):
os.mkdir(models_dir)
losses_dir = 'losses'
if not os.path.exists(losses_dir):
os.mkdir(losses_dir)
def count_parameters(model):
num_parameters = sum(p.numel() for p in model.parameters() if p.requires_grad)
return num_parameters/1e6 # in terms of millions
def plot_losses(running_train_loss, running_val_loss, train_epoch_loss, val_epoch_loss, epoch):
fig = plt.figure(figsize=(16,16))
fig.suptitle('loss trends', fontsize=20)
ax1 = fig.add_subplot(221)
ax2 = fig.add_subplot(222)
ax3 = fig.add_subplot(223)
ax4 = fig.add_subplot(224)
ax1.title.set_text('epoch train loss VS #epochs')
ax1.set_xlabel('#epochs')
ax1.set_ylabel('epoch train loss')
ax1.plot(train_epoch_loss)
ax2.title.set_text('epoch val loss VS #epochs')
ax2.set_xlabel('#epochs')
ax2.set_ylabel('epoch val loss')
ax2.plot(val_epoch_loss)
ax3.title.set_text('batch train loss VS #batches')
ax3.set_xlabel('#batches')
ax3.set_ylabel('batch train loss')
ax3.plot(running_train_loss)
ax4.title.set_text('batch val loss VS #batches')
ax4.set_xlabel('#batches')
ax4.set_ylabel('batch val loss')
ax4.plot(running_val_loss)
plt.savefig(os.path.join('losses','losses_{}.png'.format(str(epoch + 1).zfill(2))))
transform = transforms.Compose([transforms.ToPILImage(), transforms.ToTensor()])
train_dataset = DAE_dataset(os.path.join('data', 'train'), transform = transform)
val_dataset = DAE_dataset(os.path.join('data', 'val'), transform = transform)
print('\nlen(train_dataset) : ', len(train_dataset))
print('len(val_dataset) : ', len(val_dataset))
batch_size = 8
train_loader = torch.utils.data.DataLoader(train_dataset, batch_size = batch_size, shuffle = True)
val_loader = torch.utils.data.DataLoader(val_dataset, batch_size = batch_size, shuffle = not True)
print('\nlen(train_loader): {} @bs={}'.format(len(train_loader), batch_size))
print('len(val_loader) : {} @bs={}'.format(len(val_loader), batch_size))
resume = not False
if not resume:
print('\nfrom scratch')
model = UNet(n_classes = 1, depth = 3, padding = True).to(device)
train_epoch_loss = []
val_epoch_loss = []
running_train_loss = []
running_val_loss = []
epochs_till_now = 0
else:
ckpt_path = os.path.join('models', 'model01.pth')
ckpt = torch.load(ckpt_path)
model = ckpt['model'].to(device)
print(f'\nckpt loaded: {ckpt_path}')
losses = ckpt['losses']
running_train_loss = losses['running_train_loss']
running_val_loss = losses['running_val_loss']
train_epoch_loss = losses['train_epoch_loss']
val_epoch_loss = losses['val_epoch_loss']
epochs_till_now = ckpt['epochs_till_now']
lr = 3e-5
optimizer = optim.Adam(filter(lambda p: p.requires_grad, model.parameters()), lr = lr)
loss_fn = nn.MSELoss()
log_interval = 25
epochs = 1
###
print('\nmodel has {} M parameters'.format(count_parameters(model)))
print(f'loss_fn : {loss_fn}')
print(f'lr : {lr}')
print(f'epochs_till_now: {epochs_till_now}')
print(f'epochs : {epochs}')
###
for epoch in range(epochs_till_now, epochs_till_now+epochs):
print('\n===== EPOCH {}/{} ====='.format(epochs_till_now + 1, epochs_till_now + epochs))
print('\nTRAINING...')
epoch_train_start_time = time.time()
model.train()
for batch_idx, (imgs, noisy_imgs) in enumerate(train_loader):
batch_start_time = time.time()
imgs = imgs.to(device)
# print(imgs.shape)
# q()
noisy_imgs = noisy_imgs.to(device)
optimizer.zero_grad()
out = model(noisy_imgs)
loss = loss_fn(out, imgs)
running_train_loss.append(loss.item())
loss.backward()
optimizer.step()
if (batch_idx + 1)%log_interval == 0:
batch_time = time.time() - batch_start_time
m,s = divmod(batch_time, 60)
print('train loss @batch_idx {}/{}: {} in {} mins {} secs'.format(str(batch_idx+1).zfill(len(str(len(train_loader)))), len(train_loader), loss.item(), int(m), round(s, 2)))
train_epoch_loss.append(np.array(running_train_loss).mean())
epoch_train_time = time.time() - epoch_train_start_time
m,s = divmod(epoch_train_time, 60)
h,m = divmod(m, 60)
print('\nepoch train time: {} hrs {} mins {} secs'.format(int(h), int(m), int(s)))
print('\nVALIDATION...')
epoch_val_start_time = time.time()
model.eval()
with torch.no_grad():
for batch_idx, (imgs, noisy_imgs) in enumerate(val_loader):
imgs = imgs.to(device)
noisy_imgs = noisy_imgs.to(device)
out = model(noisy_imgs)
loss = loss_fn(out, imgs)
running_val_loss.append(loss.item())
if (batch_idx + 1)%log_interval == 0:
print('val loss @batch_idx {}/{}: {}'.format(str(batch_idx+1).zfill(len(str(len(val_loader)))), len(val_loader), loss.item()))
val_epoch_loss.append(np.array(running_val_loss).mean())
epoch_val_time = time.time() - epoch_val_start_time
m,s = divmod(epoch_val_time, 60)
h,m = divmod(m, 60)
print('\nepoch val time: {} hrs {} mins {} secs'.format(int(h), int(m), int(s)))
plot_losses(running_train_loss, running_val_loss, train_epoch_loss, val_epoch_loss, epoch)
torch.save({'model': model, 'losses': {'running_train_loss': running_train_loss, 'running_val_loss': running_val_loss, 'train_epoch_loss': train_epoch_loss, 'val_epoch_loss': val_epoch_loss}, 'epochs_till_now': epoch+1}, os.path.join(models_dir, 'model{}.pth'.format(str(epoch + 1).zfill(2))))
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About
In the Ghetto
Elvis Presley
As the snow flies
On a cold and gray Chicago mornin'
A poor little baby child is born
In the ghetto (in the ghetto)
And his mama cries
'Cause if there's one thing that she don't need
It's another hungry mouth to feed
In the ghetto (in the ghetto)
People, don't you understand
The child needs a helping hand
Or he'll grow to be an angry young man some day?
Take a look at you and me
Are we too blind to see
Do we simply turn our heads, and look the other way?
Well, the world turns
And a hungry little boy with a runny nose
Plays in the street as the cold wind blows
In the ghetto (in the ghetto)
And his hunger burns
So he starts to roam the streets at night
And he learns how to steal, and he learns how to fight
In the ghetto (in the ghetto)
Then one night in desperation
A young man breaks away
He buys a gun, steals a car
Tries to run, but he don't get far
And his mama cries
As a crowd gathers 'round an angry young man
Face down on the street with a gun in his hand
In the ghetto (in the ghetto)
And as her young man dies
On a cold and gray Chicago mornin'
Another little baby child is born
In the ghetto (in the ghetto)
And his mama cries (in the ghetto)
(In the ghetto)
(Aah-aah)
…Baby One More Time
Britney Spears
Oh baby, baby
Oh baby, baby
Oh baby, baby, how was I supposed to know
That something wasn't right here?
Oh baby, baby, I shouldn't have let you go
And now you're out of sight, yeah
Show me how want it to be
Tell me, baby, 'cause I need to know now, oh because
My loneliness is killing me (and I)
I must confess I still believe (still believe)
When I'm not with you I lose my mind
Give me a sign
Hit me, baby, one more time
Oh baby, baby
The reason I breathe is you
Boy, you got me blinded
Oh, pretty baby
There's nothing that I wouldn't do
It's not the way I planned it
Show me how you want it to be
Tell me, baby, 'cause I need to know now, oh because
My loneliness is killing me (and I)
I must confess I still believe (still believe)
When I'm not with you I lose my mind
Give me a sign
Hit me, baby, one more time
Oh baby, baby (oh oh)
Oh baby, baby (yeah)
Oh baby, baby, how was I supposed to know?
Oh pretty baby, I shouldn't have let you go
I must confess, that my loneliness is killing me now
Don't you know I still believe
That you will be here
And give me a sign
Hit me, baby, one more time
My loneliness is killing me (and I)
I must confess I still believe (still believe)
When I'm not with you I lose my mind
Give me a sign
Hit me, baby, one more time
I must confess, that my loneliness is killing me now
Don't you know I still believe
That you will be here
And give me a sign
Hit me, baby, one more time
I Don't Want to Miss a Thing
Aerosmith
I could stay awake just to hear you breathing
Watch you smile while you are sleeping
While you're far away dreaming
I could spend my life in this sweet surrender
I could stay lost in this moment forever
Every moment spent with you is a moment I treasure
Don't want to close my eyes
I don't want to fall asleep
'Cause I'd miss you baby
And I don't want to miss a thing
'Cause even when I dream of you
The sweetest dream will never do
I'd still miss you baby
And I don't want to miss a thing
Lying close to you feeling your heart beating
And I'm wondering what you're dreaming
Wondering if it's me you're seeing
Then I kiss your eyes
And thank God we're together
I just want to stay with you in this moment forever
Forever and ever
Don't want to close my eyes
I don't want to fall asleep
'Cause I'd miss you baby
And I don't want to miss a thing
'Cause even when I dream of you
The sweetest dream will never do
I'd still miss you baby
And I don't want to miss a thing
I don't want to miss one smile
I don't want to miss one kiss
I just want to be with you
Right here with you, just like this
I just want to hold you close
Feel your heart so close to mine
And just stay here in this moment
For all the rest of time
Don't want to close my eyes
I don't want to fall asleep
'Cause I'd miss you baby
And I don't want to miss a thing
'Cause even when I dream of you
The sweetest dream will never do
I'd still miss you baby
And I don't want to miss a thing
Don't want to close my eyes
I don't want to fall asleep
'Cause I'd miss you baby
I don't want to miss a thing
'Cause even when I dream of you
The sweetest dream will never do
I'd still miss you baby
And I don't want to miss a thing
Dream On
Aerosmith
Every time when I look in the mirror
All these lines on my face getting clearer
The past is gone
It went by, like dusk to dawn
Isn't that the way
Everybody's got the dues in life to pay
I know nobody knows
Where it comes and where it goes
I know it's everybody sin
You got to lose to know how to win
Half my life
Is books, written pages
Live and learn from fools and
From sages
You know it's true, oh
All these feelings come back to you
Sing with me, sing for the years
Sing for the laughter, sing for the tears
Sing with me, just for today
Maybe tomorrow, the good Lord will take you away
Yeah, sing with me, sing for the year
Sing for the laughter, sing for the tear
Sing with me, just for today
Maybe tomorrow, the good Lord will take you away
Dream on
Dream on4:27
Dream on
Dream until your dreams come true
Dream on
Dream on
Dream on
Dream until your dreams come true
Dream on
Dream on
Dream on
Dream on
Dream on
Dream on
Dream on
Sing with me, sing for the year
Sing for the laughter, sing for the tear
Sing with me, just for today
Maybe tomorrow, the good Lord will take you away
Sing with me, sing for the year
Sing for the laughter, sing for the tear
Sing with me, just for today
Maybe tomorrow, the good Lord will take you away
There are places I'll remember
All my life, though some have changed
Some forever, not for better
Some have gone, and some remain
All these places had their moments
With lovers and friends, I still can recall
Some are dead, and some are living
In my life, I've loved them all
But of all these friends and lovers
There is no one compares with you
And these memories lose their meaning
When I think of love as something new
Though I know I'll never lose affection
For people and things that went before
I know I'll often stop and think about them
In my life, I'll love you more
Though I know I'll never lose affection
For people and things that went before
I know I'll often stop and think about them
In my life I'll love you more
In my life I'll love you more
"Shine On You Crazy Diamond (I-V)"
Remember when you were young, you shone like the sun.
Shine on you crazy diamond.
Now there's a look in your eyes, like black holes in the sky.
Shine on you crazy diamond.
You were caught in the crossfire of childhood and stardom, blown on the steel breeze.
Come on you target for faraway laughter, come on you stranger, you legend, you martyr, and shine!
You reached for the secret too soon, you cried for the moon.
Shine on you crazy diamond.
Threatened by shadows at night, and exposed in the light.
Shine on you crazy diamond.
Well you wore out your welcome with random precision, rode on the steel breeze.
Come on you raver, you seer of visions, come on you painter, you piper, you prisoner, and shine!
Shine On You Crazy Diamond†was written about Syd Barrett, the former member of the band, who got mentally ill after the release of their first album. He left the band and was replaced by David Gilmour.
This song, under the name "Shine On", has been played by the band for more than a year before the release, because they wanted to polish their sound during live shows.
During the final mixing sessions of this song in June of 1975, Syd Barrett came into the studios. He wasn't recognized at first, but then the band let him stay for a while. Richard Wright recalled, "He just—for some incredible reason—picked the very day that we were doing a song which was about him."
Drive Home
Steven Wilson
Cold windowpane
A car upturned in the rain
Wait on in vain
Don't try to bear the blame
Deal with the pain
Dust down your wings again
You need to clear away
All the jetsam in your brain
And face the truth
Well love can make amends
But while the darkness always ends
You're still alone
So drive home
Pause without end
A moment in time suspends
How could she leave?
Release all your guilt and breathe
Give up your pain
Hold up your head again
You need to clear away
All the jetsam in your brain
And face the truth
Well love can make amends
While the darkness always ends
You're still alone
So drive home
Drive home
Drive home
Drive home
Drive home
Drive home
Drive home
Drive home
Drive home
(Drive home)
Hiding My Heart
Adele
This is how the story went
I met someone by accident
It blew me away
Blew me away
It was in the darkest of my days
When you took my sorrow and you took my pain
And buried them away, you buried them away
I wish I could lay down beside you
When the day is done
And wake up to your face against the morning sun
But like everything I've ever known
You disappear one day
So I spend my whole life hiding my heart away
Dropped you off at the train station
Put a kiss on top of your head
Watch you wave
And watched you wave
Then I went on home to my skyscrapers
And neon lights and waiting papers
That I call home
I call that home
I wish I could lay down beside you
When the day is done
And wake up to your face against the morning sun
But like everything I've ever known
You disappear one day
So I spend my whole life hiding my heart away, away
Woke up feeling heavy-hearted
I'm going back to where I started
The morning rain, the morning rain
And though I wish that you were here
On that same old road that brought me here
It's calling me home, It's calling me home
I wish I could lay down beside you
When the day is done
And wake up to your face against the morning sun
But like everything I've ever known
You disappear one day
So I spend my whole life hiding my heart away
I can't spend my whole life hiding my heart away
Afreen Afreen
Rahat Fateh Ali Khan, Momina Mustehsan
Sa Ni Dha Ga Ni Ni Ni Dha
Dha Ni Sa Ga Ma Ga Sa
Sa Ni Dha Ga Ni Ni Ni Dha
Dha Ni Dha Ga Ma Ma
Sa Ga Ma Ga Dha Dha Ma Dha Ni
Dha Ni Dha Ni Dha Ni Dha
Ni Dha Pa, Pa Dha Ma
Ma Pa Ga
Ga Re Ga Ma Ga
Pa Ma Ga Re
Afreen Afreen Afreeeen
Afreen Afreen Afreeeen
Afreen Afreen Afreeeen
Afreen Afreen Afreeeen
Husn-E-Janaa Kee Tareef Mumkin Nahi
Afreen Afreen Afreeeen Afreeen
Tu Bhee Dekhe Agar To Kahe Hamnsheeen
Afreen Afreen Afreeeen
Afreen Afreen Afreeeen
Afreen Afreen Afreeeen
Afreen Afreen Afreeeen
Aisaa Dekhaa Nahi Khubsoorat Koi
Jism Jaise Hai Ajanta Kee Moorat Koi
Jism Jaise Nigahon Pe Jaadu Koi
Jism Naghma Koi Jism Khushboo Koi
Jism Jaise Machalte Hoye Ragnee
Jism Jaise Mehaktee Hoayee Chandni
Jism Jaise Ke Khilta Hoyaa Ek Chaman
Jism Jaise Ke Sooraj Ki Pehli Kiran
Jism Tersha Hoya Dikashoo Dilnasheen
Sandaleeeen Sandaleen Marmareeeeen Marmareeeeen
Sandaleeeen Sandaleen Marmareeeeen Marmareeeeen
Afreen Afreen Afreen Afreen
Afreen Afreen Afreen Afreen
Husne Janaaa Kee Tareef Mumkin Nahi
Afreen Afreen Afreen Afreen
Tu Bhee Dekhe Agar To Kahe Hamnsheeen
Afreen Afreen Afreen Afreen
Usne Janaaa Kee Tareef Mumkin Nahi
Usne Janaaa Kee Tareef Mumkin Nahi
Afreen Afreen Afreen Afreen
Afreen Afreen Afreen Afreen
Afreen Afreen Afreen Afreen
Afreen Afreen Afreen Afreen
Ankheen Dekheen To Main Dekhtaa Rah Giyaa
Jaam Dooo Ore Doonoon Hee Doo Ateshaaaa
Ankheen Yaa Makadeee Kaee Doo Baab Hain
Ankheen Inn Ko Kahoon Yaa Kahoon Khawab Hain
Ankheen Neechee Hoyee To Haya Baan Gayeen
Ankheen Oonchee Hoyee To Dua Baan Gayeen
Ankheen Uth Kar Jhukeen Too Ada Baan Gayeen
Ankheen Jhuk Kar Utheen To Qadaa Baan Gayeen
Ankheen Jin Main Hain Kaid Asmaan O Zameeeeen
Nargasee Nargaseee Surmayee Surmayeee
Nargasee Nargaseee Surmayee Surmayeee
Afreen Afreen Afreen Afreen
Afreen Afreen Afreen Afreen
Afreen Afreen Afreen Afreen
Afreen Afreen Afreen Afreen
Asia (/ˈeɪʒə, ˈeɪʃə/ (About this soundlisten)) is Earth's largest and most populous continent, located primarily in the Eastern and Northern Hemispheres. It shares the continental landmass of Eurasia with the continent of Europe and the continental landmass of Afro-Eurasia with both Europe and Africa. Asia covers an area of 44,579,000 square kilometres (17,212,000 sq mi), about 30% of Earth's total land area and 8.7% of the Earth's total surface area. The continent, which has long been home to the majority of the human population,[4] was the site of many of the first civilizations. Asia is notable for not only its overall large size and population, but also dense and large settlements, as well as vast barely populated regions. Its 4.5 billion people (as of June 2019) constitute roughly 60% of the world's population.[5]
In general terms, Asia is bounded on the east by the Pacific Ocean, on the south by the Indian Ocean, and on the north by the Arctic Ocean. The border of Asia with Europe is a historical and cultural construct, as there is no clear physical and geographical separation between them. It is somewhat arbitrary and has moved since its first conception in classical antiquity. The division of Eurasia into two continents reflects East–West cultural, linguistic, and ethnic differences, some of which vary on a spectrum rather than with a sharp dividing line. The most commonly accepted boundaries place Asia to the east of the Suez Canal separating it from Africa; and to the east of the Turkish Straits, the Ural Mountains and Ural River, and to the south of the Caucasus Mountains and the Caspian and Black Seas, separating it from Europe.[6]
China and the Indian subcontinent alternated in being the largest economies in the world from 1 to 1800 CE. China was a major economic power and attracted many to the east,[7][8][9] and for many the legendary wealth and prosperity of the ancient culture of India personified Asia,[10] attracting European commerce, exploration and colonialism. The accidental discovery of a trans-Atlantic route from Europe to America by Columbus while in search for a route to India demonstrates this deep fascination. The Silk Road became the main east–west trading route in the Asian hinterlands while the Straits of Malacca stood as a major sea route. Asia has exhibited economic dynamism (particularly East Asia) as well as robust population growth during the 20th century, but overall population growth has since fallen.[11] Asia was the birthplace of most of the world's mainstream religions including Hinduism, Zoroastrianism, Judaism, Jainism, Buddhism, Confucianism, Taoism, Christianity, Islam, Sikhism, as well as many other religions.
Given its size and diversity, the concept of Asia—a name dating back to classical antiquity—may actually have more to do with human geography than physical geography.[citation needed] Asia varies greatly across and within its regions with regard to ethnic groups, cultures, environments, economics, historical ties and government systems. It also has a mix of many different climates ranging from the equatorial south via the hot desert in the Middle East, temperate areas in the east and the continental centre to vast subarctic and polar areas in Siberia.
Contents
1 Definition and boundaries
1.1 Asia–Africa boundary
1.2 Asia–Europe boundary
1.3 Asia–Oceania boundary
1.4 Ongoing definition
2 Etymology
2.1 Bronze Age
2.2 Classical antiquity
3 History
4 Geography and climate
4.1 Main regions
4.2 Climate change
5 Economy
6 Tourism
7 Demographics
7.1 Languages
7.2 Religions
7.2.1 Abrahamic
7.2.2 Indian and East Asian religions
8 Modern conflicts
9 Culture
9.1 Nobel prizes
10 Political geography
11 See also
12 References
13 Bibliography
14 Further reading
15 External links
Definition and boundaries
Further information on Asian borders: Geography of Asia § Boundary, Boundaries between continents, List of transcontinental countries § Asia and Europe, and Copenhagen criteria
Asia–Africa boundary
The boundary between Asia and Africa is the Red Sea, the Gulf of Suez, and the Suez Canal.[citation needed] This makes Egypt a transcontinental country, with the Sinai peninsula in Asia and the remainder of the country in Africa.
Asia–Europe boundary
Statue representing Asia at Palazzo Ferreria, in Valletta, Malta
The border between Asia and Europe was historically defined by European academics.[12] The Don River became unsatisfactory to northern Europeans when Peter the Great, king of the Tsardom of Russia, defeating rival claims of Sweden and the Ottoman Empire to the eastern lands, and armed resistance by the tribes of Siberia, synthesized a new Russian Empire extending to the Ural Mountains and beyond, founded in 1721. The major geographical theorist of the empire was actually a former Swedish prisoner-of-war, taken at the Battle of Poltava in 1709 and assigned to Tobolsk, where he associated with Peter's Siberian official, Vasily Tatishchev, and was allowed freedom to conduct geographical and anthropological studies in preparation for a future book.[citation needed]
In Sweden, five years after Peter's death, in 1730 Philip Johan von Strahlenberg published a new atlas proposing the Ural Mountains as the border of Asia. Tatishchev announced that he had proposed the idea to von Strahlenberg. The latter had suggested the Emba River as the lower boundary. Over the next century various proposals were made until the Ural River prevailed in the mid-19th century. The border had been moved perforce from the Black Sea to the Caspian Sea into which the Ural River projects.[13] The border between the Black Sea and the Caspian is usually placed along the crest of the Caucasus Mountains, although it is sometimes placed further north.[12]
Asia–Oceania boundary
The border between Asia and the region of Oceania is usually placed somewhere in the Malay Archipelago. The Maluku Islands in Indonesia are often considered to lie on the border of southeast Asia, with New Guinea, to the east of the islands, being wholly part of Oceania. The terms Southeast Asia and Oceania, devised in the 19th century, have had several vastly different geographic meanings since their inception. The chief factor in determining which islands of the Malay Archipelago are Asian has been the location of the colonial possessions of the various empires there (not all European). Lewis and Wigen assert, "The narrowing of 'Southeast Asia' to its present boundaries was thus a gradual process."[14]
Ongoing definition
Afro-Eurasia shown in green
Geographical Asia is a cultural artifact of European conceptions of the world, beginning with the Ancient Greeks, being imposed onto other cultures, an imprecise concept causing endemic contention about what it means. Asia does not exactly correspond to the cultural borders of its various types of constituents.[15]
From the time of Herodotus a minority of geographers have rejected the three-continent system (Europe, Africa, Asia) on the grounds that there is no substantial physical separation between them.[16] For example, Sir Barry Cunliffe, the emeritus professor of European archeology at Oxford, argues that Europe has been geographically and culturally merely "the western excrescence of the continent of Asia".[17]
Geographically, Asia is the major eastern constituent of the continent of Eurasia with Europe being a northwestern peninsula of the landmass. Asia, Europe and Africa make up a single continuous landmass—Afro-Eurasia (except for the Suez Canal)—and share a common continental shelf. Almost all of Europe and the better part of Asia sit atop the Eurasian Plate, adjoined on the south by the Arabian and Indian Plate and with the easternmost part of Siberia (east of the Chersky Range) on the North American Plate.
Etymology
Ptolemy's Asia
The idea of a place called "Asia" was originally a concept of Greek civilization,[18] though this might not correspond to the entire continent currently known by that name. The English word comes from Latin literature, where it has the same form, "Asia". Whether "Asia" in other languages comes from Latin of the Roman Empire is much less certain, and the ultimate source of the Latin word is uncertain, though several theories have been published. One of the first classical writers to use Asia as a name of the whole continent was Pliny.[19] This metonymical change in meaning is common and can be observed in some other geographical names, such as Scandinavia (from Scania).
Bronze Age
Before Greek poetry, the Aegean Sea area was in a Greek Dark Age, at the beginning of which syllabic writing was lost and alphabetic writing had not begun. Prior to then in the Bronze Age the records of the Assyrian Empire, the Hittite Empire and the various Mycenaean states of Greece mention a region undoubtedly Asia, certainly in Anatolia, including if not identical to Lydia. These records are administrative and do not include poetry.
The Mycenaean states were destroyed about 1200 BCE by unknown agents although one school of thought assigns the Dorian invasion to this time. The burning of the palaces baked clay diurnal administrative records written in a Greek syllabic script called Linear B, deciphered by a number of interested parties, most notably by a young World War II cryptographer, Michael Ventris, subsequently assisted by the scholar, John Chadwick. A major cache discovered by Carl Blegen at the site of ancient Pylos included hundreds of male and female names formed by different methods.
Some of these are of women held in servitude (as study of the society implied by the content reveals). They were used in trades, such as cloth-making, and usually came with children. The epithet lawiaiai, "captives", associated with some of them identifies their origin. Some are ethnic names. One in particular, aswiai, identifies "women of Asia".[20] Perhaps they were captured in Asia, but some others, Milatiai, appear to have been of Miletus, a Greek colony, which would not have been raided for slaves by Greeks. Chadwick suggests that the names record the locations where these foreign women were purchased.[21] The name is also in the singular, Aswia, which refers both to the name of a country and to a female of it. There is a masculine form, aswios. This Aswia appears to have been a remnant of a region known to the Hittites as Assuwa, centered on Lydia, or "Roman Asia". This name, Assuwa, has been suggested as the origin for the name of the continent "Asia".[22] The Assuwa league was a confederation of states in western Anatolia, defeated by the Hittites under Tudhaliya I around 1400 BCE.
Alternatively, the etymology of the term may be from the Akkadian word (w)aṣû(m), which means 'to go outside' or 'to ascend', referring to the direction of the sun at sunrise in the Middle East and also likely connected with the Phoenician word asa meaning east. This may be contrasted to a similar etymology proposed for Europe, as being from Akkadian erēbu(m) 'to enter' or 'set' (of the sun).
T.R. Reid supports this alternative etymology, noting that the ancient Greek name must have derived from asu, meaning 'east' in Assyrian (ereb for Europe meaning 'west').[18] The ideas of Occidental (form Latin Occidens 'setting') and Oriental (from Latin Oriens for 'rising') are also European invention, synonymous with Western and Eastern.[18] Reid further emphasizes that it explains the Western point of view of placing all the peoples and cultures of Asia into a single classification, almost as if there were a need for setting the distinction between Western and Eastern civilizations on the Eurasian continent.[18] Kazuo Ogura and Tenshin Okakura are two outspoken Japanese figures on the subject.[18]
Classical antiquity
The province of Asia highlighted (in red) within the Roman Empire.
Latin Asia and Greek Ἀσία appear to be the same word. Roman authors translated Ἀσία as Asia. The Romans named a province Asia, located in western Anatolia (in modern-day Turkey). There was an Asia Minor and an Asia Major located in modern-day Iraq. As the earliest evidence of the name is Greek, it is likely circumstantially that Asia came from Ἀσία, but ancient transitions, due to the lack of literary contexts, are difficult to catch in the act. The most likely vehicles were the ancient geographers and historians, such as Herodotus, who were all Greek. Ancient Greek certainly evidences early and rich uses of the name.[23]
The first continental use of Asia is attributed to Herodotus (about 440 BCE), not because he innovated it, but because his Histories are the earliest surviving prose to describe it in any detail. He defines it carefully,[24] mentioning the previous geographers whom he had read, but whose works are now missing. By it he means Anatolia and the Persian Empire, in contrast to Greece and Egypt.
Herodotus comments that he is puzzled as to why three women's names were "given to a tract which is in reality one" (Europa, Asia, and Libya, referring to Africa), stating that most Greeks assumed that Asia was named after the wife of Prometheus (i.e. Hesione), but that the Lydians say it was named after Asies, son of Cotys, who passed the name on to a tribe at Sardis.[25] In Greek mythology, "Asia" (Ἀσία) or "Asie" (Ἀσίη) was the name of a "Nymph or Titan goddess of Lydia".[26]
In ancient Greek religion, places were under the care of female divinities, parallel to guardian angels. The poets detailed their doings and generations in allegoric language salted with entertaining stories, which subsequently playwrights transformed into classical Greek drama and became "Greek mythology". For example, Hesiod mentions the daughters of Tethys and Ocean, among whom are a "holy company", "who with the Lord Apollo and the Rivers have youths in their keeping".[27] Many of these are geographic: Doris, Rhodea, Europa, Asia. Hesiod explains:[28]
For there are three-thousand neat-ankled daughters of Ocean who are dispersed far and wide, and in every place alike serve the earth and the deep waters.
The Iliad (attributed by the ancient Greeks to Homer) mentions two Phrygians (the tribe that replaced the Luvians in Lydia) in the Trojan War named Asios (an adjective meaning "Asian");[29] and also a marsh or lowland containing a marsh in Lydia as ασιος.[30]
History
Main article: History of Asia
The Silk Road connected civilizations across Asia[31]
The Mongol Empire at its greatest extent. The gray area is the later Timurid Empire.
The history of Asia can be seen as the distinct histories of several peripheral coastal regions: East Asia, South Asia, Southeast Asia and the Middle East, linked by the interior mass of the Central Asian steppes.
The coastal periphery was home to some of the world's earliest known civilizations, each of them developing around fertile river valleys. The civilizations in Mesopotamia, the Indus Valley and the Yellow River shared many similarities. These civilizations may well have exchanged technologies and ideas such as mathematics and the wheel. Other innovations, such as writing, seem to have been developed individually in each area. Cities, states and empires developed in these lowlands.
The central steppe region had long been inhabited by horse-mounted nomads who could reach all areas of Asia from the steppes. The earliest postulated expansion out of the steppe is that of the Indo-Europeans, who spread their languages into the Middle East, South Asia, and the borders of China, where the Tocharians resided. The northernmost part of Asia, including much of Siberia, was largely inaccessible to the steppe nomads, owing to the dense forests, climate and tundra. These areas remained very sparsely populated.
The center and the peripheries were mostly kept separated by mountains and deserts. The Caucasus and Himalaya mountains and the Karakum and Gobi deserts formed barriers that the steppe horsemen could cross only with difficulty. While the urban city dwellers were more advanced technologically and socially, in many cases they could do little in a military aspect to defend against the mounted hordes of the steppe. However, the lowlands did not have enough open grasslands to support a large horsebound force; for this and other reasons, the nomads who conquered states in China, India, and the Middle East often found themselves adapting to the local, more affluent societies.
The Islamic Caliphate's defeats of the Byzantine and Persian empires led to West Asia and southern parts of Central Asia and western parts of South Asia under its control during its conquests of the 7th century. The Mongol Empire conquered a large part of Asia in the 13th century, an area extending from China to Europe. Before the Mongol invasion, Song dynasty reportedly had approximately 120 million citizens; the 1300 census which followed the invasion reported roughly 60 million people.[32]
The Black Death, one of the most devastating pandemics in human history, is thought to have originated in the arid plains of central Asia, where it then travelled along the Silk Road.[33]
The Russian Empire began to expand into Asia from the 17th century, and would eventually take control of all of Siberia and most of Central Asia by the end of the 19th century. The Ottoman Empire controlled Anatolia, most of the Middle East, North Africa and the Balkans from the mid 16th century onwards. In the 17th century, the Manchu conquered China and established the Qing dynasty. The Islamic Mughal Empire and the Hindu Maratha Empire controlled much of India in the 16th and 18th centuries respectively.[34] The Empire of Japan controlled most of East Asia and much of Southeast Asia, New Guinea and the Pacific islands until the end of World War II.
Map of western, southern, and central Asia in 1885[35]
The map of Asia in 1796, which also included the continent of Australia (then known as New Holland).
1890 map of Asia
Geography and climate
Main articles: Geography of Asia and Climate of Asia
See also: Category:Biota of Asia
The Himalayan range is home to some of the planet's highest peaks.
Asia is the largest continent on Earth. It covers 9% of the Earth's total surface area (or 30% of its land area), and has the longest coastline, at 62,800 kilometres (39,022 mi). Asia is generally defined as comprising the eastern four-fifths of Eurasia. It is located to the east of the Suez Canal and the Ural Mountains, and south of the Caucasus Mountains (or the Kuma–Manych Depression) and the Caspian and Black Seas.[6][36] It is bounded on the east by the Pacific Ocean, on the south by the Indian Ocean and on the north by the Arctic Ocean. Asia is subdivided into 48 countries, three of them (Russia, Kazakhstan and Turkey) having part of their land in Europe.
Asia has extremely diverse climates and geographic features. Climates range from arctic and subarctic in Siberia to tropical in southern India and Southeast Asia. It is moist across southeast sections, and dry across much of the interior. Some of the largest daily temperature ranges on Earth occur in western sections of Asia. The monsoon circulation dominates across southern and eastern sections, due to the presence of the Himalayas forcing the formation of a thermal low which draws in moisture during the summer. Southwestern sections of the continent are hot. Siberia is one of the coldest places in the Northern Hemisphere, and can act as a source of arctic air masses for North America. The most active place on Earth for tropical cyclone activity lies northeast of the Philippines and south of Japan. The Gobi Desert is in Mongolia and the Arabian Desert stretches across much of the Middle East. The Yangtze River in China is the longest river in the continent. The Himalayas between Nepal and China is the tallest mountain range in the world. Tropical rainforests stretch across much of southern Asia and coniferous and deciduous forests lie farther north.
Kerala backwaters
Mongolian steppe
South China Karst
Altai Mountains
Hunza Valley
Main regions
Central Asia (The 'stans)
East Asia (Far East)
North Asia (Siberia)
South Asia (Indian subcontinent)
Southeast Asia (East Indies and Indochina)
Western Asia (The Middle East or Near East)
Climate change
A survey carried out in 2010 by global risk analysis farm Maplecroft identified 16 countries that are extremely vulnerable to climate change. Each nation's vulnerability was calculated using 42 socio, economic and environmental indicators, which identified the likely climate change impacts during the next 30 years. The Asian countries of Bangladesh, India, Vietnam, Thailand, Pakistan and Sri Lanka were among the 16 countries facing extreme risk from climate change. Some shifts are already occurring. For example, in tropical parts of India with a semi-arid climate, the temperature increased by 0.4 °C between 1901 and 2003. A 2013 study by the International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) aimed to find science-based, pro-poor approaches and techniques that would enable Asia's agricultural systems to cope with climate change, while benefitting poor and vulnerable farmers. The study's recommendations ranged from improving the use of climate information in local planning and strengthening weather-based agro-advisory services, to stimulating diversification of rural household incomes and providing incentives to farmers to adopt natural resource conservation measures to enhance forest cover, replenish groundwater and use renewable energy.[37]
Economy
Main articles: Economy of Asia, List of Asian countries by GDP, List of countries in Asia-Pacific by GDP (nominal), and List of Asian and Pacific countries by GDP (PPP)
Singapore has one of the busiest ports in the world and is the world's fourth largest foreign exchange trading center.
Rank Country GDP (PPP, Peak Year)
millions of USD Peak Year
1 China 27,331,166 2019
2 India 11,468,022 2019
3 Japan 5,749,550 2019
4 Russia 4,357,759 2019
5 Indonesia 3,743,159 2019
6 Turkey 2,292,511 2018
7 South Korea 2,229,779 2019
8 Saudi Arabia 1,924,253 2019
9 Iran 1,639,561 2017
10 Thailand 1,390,484 2019
Rank Country GDP (nominal, Peak Year)
millions of USD Peak Year
1 China 14,216,503 2019
2 Japan 6,203,212 2012
3 India 2,971,996 2019
4 Russia 2,289,244 2013
5 South Korea 1,656,674 2019
6 Indonesia 1,100,911 2019
7 Turkey 950,328 2013
8 Saudi Arabia 782,483 2018
9 Taiwan 601,431 2019
10 Iran 577,214 2011
Asia has the largest continental economy by both GDP Nominal and PPP in the world, and is the fastest growing economic region.[38] As of 2018, the largest economies in Asia are China, Japan, India, Russia, South Korea, Indonesia and Turkey based on GDP in both nominal and PPP.[39] Based on Global Office Locations 2011, Asia dominated the office locations with 4 of the top 5 being in Asia: Hong Kong, Singapore, Tokyo and Seoul. Around 68 percent of international firms have office in Hong Kong.[40]
In the late 1990s and early 2000s, the economies of China[41] and India have been growing rapidly, both with an average annual growth rate of more than 8%. Other recent very-high-growth nations in Asia include Israel, Malaysia, Indonesia, Bangladesh, Pakistan, Thailand, Sri Lanka, Vietnam, Mongolia, Uzbekistan and the Philippines, and mineral-rich nations such as Kazakhstan, Turkmenistan, Iran, Brunei, the United Arab Emirates, Qatar, Kuwait, Saudi Arabia, Bahrain and Oman.
According to economic historian Angus Maddison in his book The World Economy: A Millennial Perspective, India had the world's largest economy during 0 BCE and 1000 BCE.[42][43] China was the largest and most advanced economy on earth for much of recorded history,[44][45][46] until the British Empire (excluding India) overtook it in the mid-19th century. For several decades in the late twentieth century Japan was the largest economy in Asia and second-largest of any single nation in the world, after surpassing the Soviet Union (measured in net material product) in 1986 and Germany in 1968. (NB: A number of supernational economies are larger, such as the European Union (EU), the North American Free Trade Agreement (NAFTA) or APEC). This ended in 2010 when China overtook Japan to become the world's second largest economy.
In the late 1980s and early 1990s, Japan's GDP was almost as large (current exchange rate method) as that of the rest of Asia combined.[47] In 1995, Japan's economy nearly equaled that of the US as the largest economy in the world for a day, after the Japanese currency reached a record high of 79 yen/US$. Economic growth in Asia since World War II to the 1990s had been concentrated in Japan as well as the four regions of South Korea, Taiwan, Hong Kong and Singapore located in the Pacific Rim, known as the Asian tigers, which have now all received developed country status, having the highest GDP per capita in Asia.[48]
Mumbai is one of the most populous cities on the continent. The city is an infrastructure and tourism hub, and plays a crucial role in the Economy of India.
It is forecasted that India will overtake Japan in terms of nominal GDP by 2020.[49] By 2027, according to Goldman Sachs, China will have the largest economy in the world. Several trade blocs exist, with the most developed being the Association of Southeast Asian Nations.
Asia is the largest continent in the world by a considerable margin, and it is rich in natural resources, such as petroleum, forests, fish, water, rice, copper and silver. Manufacturing in Asia has traditionally been strongest in East and Southeast Asia, particularly in China, Taiwan, South Korea, Japan, India, the Philippines, and Singapore. Japan and South Korea continue to dominate in the area of multinational corporations, but increasingly the PRC and India are making significant inroads. Many companies from Europe, North America, South Korea and Japan have operations in Asia's developing countries to take advantage of its abundant supply of cheap labour and relatively developed infrastructure.
According to Citigroup 9 of 11 Global Growth Generators countries came from Asia driven by population and income growth. They are Bangladesh, China, India, Indonesia, Iraq, Mongolia, Philippines, Sri Lanka and Vietnam.[50] Asia has three main financial centers: Hong Kong, Tokyo and Singapore. Call centers and business process outsourcing (BPOs) are becoming major employers in India and the Philippines due to the availability of a large pool of highly skilled, English-speaking workers. The increased use of outsourcing has assisted the rise of India and the China as financial centers. Due to its large and extremely competitive information technology industry, India has become a major hub for outsourcing.
In 2010, Asia had 3.3 million millionaires (people with net worth over US$1 million excluding their homes), slightly below North America with 3.4 million millionaires. Last year Asia had toppled Europe.[51] Citigroup in The Wealth Report 2012 stated that Asian centa-millionaire overtook North America's wealth for the first time as the world's "economic center of gravity" continued moving east. At the end of 2011, there were 18,000 Asian people mainly in Southeast Asia, China and Japan who have at least $100 million in disposable assets, while North America with 17,000 people and Western Europe with 14,000 people.[52]
Tourism
A Thai temple complex with several ornate buildings and a stupa, and a lot of visitors
Wat Phra Kaeo in the Grand Palace is among Bangkok's major tourist attractions.
With growing Regional Tourism with domination of Chinese visitors, MasterCard has released Global Destination Cities Index 2013 with 10 of 20 are dominated by Asia and Pacific Region Cities and also for the first time a city of a country from Asia (Bangkok) set in the top-ranked with 15.98 international visitors.[53]
Demographics
Main article: Demographics of Asia
Historical populations
Year Pop. ±%
1500 243,000,000 —
1700 436,000,000 +79.4%
1900 947,000,000 +117.2%
1950 1,402,000,000 +48.0%
1999 3,634,000,000 +159.2%
2016 4,462,676,731 +22.8%
Source: "UN report 2004 data" (PDF).