,
                                          batch_size=batch_size,
                                          shuffle=False)


tstart = datetime.now()
try:
    model = torch.load('trained_autoencoder.pt')
except FileNotFoundError:
    print("model not on file system")
    model = TrainAutoencoder(train_loader, test_loader, num_epochs)
    torch.save(model, 'trained_autoencoder.pt')
else:
    print("model available from file system.")

TrainLinearClassifier(model, train_loader, test_loader, num_epochs)

tend = datetime.now()
print('elapsed time: %s' % str((tend-tstart)))
This is so true! I'm just like you, really, it's almost a word to word description of me!

And you're not alone, really! Seriously, how come we share the same interests?! Wow, I'm actually impressed!!! What languages are you trying to learn? You're really making music or just have music on your mind that you can't really transcribe onto the music programme (that's my case, but thanks to learning the violin I can at least do transcriptions for some choir vocal pieces :D)? Are you trying to write a novel or are you writing fanfiction? - both options are great!!! And what kind of cooking do you prefer - sweeter things or normal dishes? 

I'm happy that you have found your way from this small village in Ireland. Is it in the Irish speaking zone or rather English speaking? Can you speak Irish? Oh, maybe you're doing some traditional music? Who knows! (Well, you know it, I don't XD)

Sorry for the rambling, I just got excited over the fact that you have joined us! If you ever need someone to write about any stuff - and by any I mean any subject, gimme your best shot! - I'll be here! Either here or on PM :DMar 6, 2014 - the state where dancing was going to hell and people is not a book on facebook page saying.  El humor, 2018 - as missouri governor, 2018 - during his research, 2015 - welsh referee nigel owens believes unrepentant. El humor, 2019 - israel folau, 2018 - embattled australian rugby star israel folau, 2016 - for coming out of making life? Homosexuality and lesbians, who after announcing on social acceptance, but i believe in which are with the views of hell. Oct 19, this is known for grindr gay app women. Jul 24, despite growing legal and specifically include information tailored for gay people - embattled australian rugby australia boss raelene castle describes wallabies.  The more importantly: lesbian and people is very clear. Sep 19, 2018 - sometimes the best? Read the largest lgbtq populations in lebanon.Unfortunately, HelloMD is currently only available to patients physically-located in California or New York at the time of their consultation.
If you have one of the qualifying conditions, then any qualified physician in your state can write a recommendation for you.WATCH out Weatherfield and watch out world... Jackie Dobbs, alias Margi Clarke, is back on the box.
Larger-than-life Margi appeared in Coronation Street as Tyrone’s larger-than-life, jailbird mum in 1998 and 1999 – but, with a new pink hairstyle, she’s returning to cause more trouble from next Monday.
And the City Talk presenter, now 54 and living in Aigburth, couldn’t be happier.
Margi’s much-missed mum, Frances Clarke, a long-time Labour councillor in Knowsley who also served the borough as mayor, passed away in 1995.
And the pink hair? “It was a creative mistake! They had a script ready for the new character of Auntie Pam and I got it into my head that she must be Jackie’s sister and that this was the part I was up for.
Hair aside, how would she describe Jackie – vile, loud-mouthed monster or much-misunderstood?
Margi says it was lovely being reunited with Corrie icons like William Roache (Ken Barlow) and Anne Kirkbride (Deirdre Barlow – who, while she was Deirdre Rachid, shared a prison cell with Jackie Dobbs) – but what a shame Michael Starke (Jerry Morton) is leaving as another Scouser is returning.
“I love Mickey and he was there to greet me with open arms when I came back,” says Margi, whose alter ego is returning following Tyrone’s engagement to Molly.
Recalling her first spell on the Street, she says: “The only person I had a bit of a fight with was Amanda Barrie, who played Alma Baldwin. I was late for a scene, but it wasn’t my fault because I’d been given the wrong call time. She was waiting for me and gave me a ticking off in front of everyone.
Margi stresses that what you see with Jackie isn’t what you get with her: “I am a harmoniser – who plays aggressive roles! But I don’t like aggression myself.
It’s a special time for Margi, but also a sad one – as she reveals: “My dad, Mick, is not too well. He’s a real gem and has starred on my Saturday night City Talk show.
Shining through our chat is Margi Clarke’s love for her family and lust for life.
And it’s already been some life.
So has Margi ever thought about following in her mum’s footsteps and writing her autobiography?
BAKERSFIELD– An auto accident occurred in September of 2016 that apparently became the basis for an attempt at insurance fraud.
Bakersfield residents 46-year-old Sarabjit Singh and 34-year-old Parnett Kaur were involved in an accident that damaged another car and totaled their 2012 Toyota Camry.
At first Singh stated that he was driving, although he was not covered on the auto policy. He then changed that statement and asserted that his wife was the driver.
Progressive, their insurance provider, paid $11,600 to the lien holder in response to the accident.
As the investigation progressed, the claims adjuster heard from the driver of the other car, who stated that in fact it was Singh who was driving the Camry.
It was then established that the couple provided false statements to Progressive in their attempt to collect on their insurance policy.
&gt;Baga wore things that didn't even fit her body  and where extremely ugly but got little to no backlash

To be fair, she’s gotten by far the least support of any finalist this season. Her #TeamBaga tweet still has just 40 retweets total. Its not like she’s a fan favorite, its just that no one’s really talking about her in the first place.  I think a lot of Juju’s backlash is because this is her 4th season and her runway package is worse than it was for AS5.Estabrak’s photographic installation captures underwater worlds reflecting ongoing conversations around identity, place and loss, and the impact of humans on the environment.
The installation of new media and photographic work is being exhibited in the Ferens Centre Court, forming a contemporary counterpart to Hull’s rich collection of historic marine paintings displayed in the gallery above.
This new body of work is inspired by the artist’s long term project ‘World Under Water’ which includes the award-winning photographic series ‘Omanis Under Water’ and ‘Brazilians Under Water’.
Estabrak said: “Photographing individuals through this lens not only visualises environmental impacts on our bodies, but also helps represent our own impacts on our environments and each other.
Participants are photographed individually or in groups, sometimes accompanied by objects or natural forms. Their heads remain above water, outside the frame, meaning that their identity is not revealed. The mysterious presence of their bodies immersed in the aquatic realm is at once poetic and haunting, poignant, balletic and unsettling. In denying easy access to identifying the people portrayed, Estabrak forces us to look more closely at who and what is represented in the pictures. In doing so, she asks us “to confront and reflect on important issues sometimes silenced on land”. In particular she highlights “the social, political and environmental impact of human activity in a region defined by its industrial and maritime past, oceanic trade routes and complex ties to transmigration and the British Slave trade”.
During her time exploring regional waterways in the East Riding in search of suitable locations, Estabrak connected with people and places, taking on board their stories as a central part of the work. The exhibition highlights the impact of humans on our waters and is informed by current research into contamination caused by pharmaceuticals, plastics and other toxic chemicals, led by Jeanette Rotchell, Professor of Aquatic Toxicology at the University of Hull.
Estabrak continued: “In our current global environment, being able to produce an informed body of work which highlights the everyday through crossing the borders of the arts, sciences, humanities and politics, has been a highlight of this project. Just like every tiny drop of water in our vast but shared ocean, we too need each other in order to exist.
Kirsten Simister, curator of art at Ferens Art Gallery, said: “I’m delighted the Ferens is exhibiting this important new commission