Hmmmm..... @DragStoryHourUK are running this as a *paid* Facebook ad, with comments turned off!

a) Rattled much? 👀
b) Caveats are cool. Learn about caveats. You might have been ok with "Drag queens infrequently hurt children!"👍

Examples follow, will grow sporadically...

Important paper from Google on large batch optimization. They do impressively careful experiments measuring # iterations needed to achieve target validation error at various batch sizes. The main "surprise" is the lack of surprises. [thread]

https://t.co/7QIx5CFdfJ

The paper is a good example of lots of elements of good experimental design. They validate their metric by showing lots of variants give consistent results. They tune hyperparamters separately for each condition, check that optimum isn't at the endpoints, and measure sensitivity.

They have separate experiments where the hold fixed # iterations and # epochs, which (as they explain) measure very different things. They avoid confounds, such as batch norm's artificial dependence between batch size and regularization strength.

When the experiments are done carefully enough, the results are remarkably consistent between different datasets and architectures. Qualitatively, MNIST behaves just like ImageNet.

Importantly, they don't find any evidence for a "sharp/flat optima" effect whereby better optimization leads to worse final results. They have a good discussion of experimental artifacts/confounds in past papers where such effects were reported.

1/Just had an interview scheduled with @goddeketal, Dr Simon Goddek, the post-doctoral researcher at the Faculty of Mathematics and Statistics in the field of biotechnology, at an unnamed Dutch university. This researcher has been publicly pointing out that the paper that...

2/ the PCR test as the gold standard underlying global "lockdowns" was passed after maximum ONE day of peer review, as opposed to the average at that same journal of 172 days in 2019. Also that several authors have conflicts of interest. Unfortunately we were forced to cancel..

3/ because he was strongly advised by his university to maintain silence and not speak publicly -- to step back from this issue. I learned from a source that his university was heavily assailed by many complaints. Other scientists who have signed the review criticizing the PRC..

4/test, the "Retraction Request Letter", a critique that got worldwide attention, have also been bombarded with attacks, their relatives are being called at night, and their universities assailed. Some are at risk of losing jobs. Even former employers are being harassed. I..

5/ Note : scientists around the world are being silenced and harassed if they speak up in normal criticism of the scientific methods or conclusions used to advance the lockdown agenda and COVID testing. This is not post-enlightenment scientific discourse, this is how scientists

Some ofthe biggest breakouts occur after Volatility Contraction, the analogy is that more a spring is pressed, higher it jumps whenever it gets released.

There is a VCP Scanner on chartink (Not mine). This may also be used to find potential Breakouts.

Some thoughts on episode 53 of #Hercai

Love,that is not real,has no passion. Its fire turns into embers, it doesn’t not smell. The day, the night, the moon&year burn without sun, light, comfort&sleep.
Ömer Hayyam

#Reyyan #Miran #ReyMir #EbruŞahin #AkınAkınözü
#HercaiThoughts

1
PRAISE
The praise in this episode goes foremost to Ebru because she portrayed Reyyan so realistically like a woman who truly lost her unborn child. I was in awe and pain watching her along the episode, all her breakdowns and tears were so real.
#Hercai

2
Of course also Akın took his part and did his part masterfully, but he rightfully was the one who stood aside in this specific episode that needed to be about Reyyan’s pain and thus concentrated on Ebru.
#Hercai

3
And last but not least, if I say thank you to something that B gave us this year, then it’s to have Ali as our director. Also in this episode we saw the artistic eye behind every shot and I loved it.
#Hercai

4
OVERALL COMMENT
I don’t know who wrote ep. 52 but ep. 53 was going strong once more on symbols: roses, stones, fire and trees were incorporated and especially the ReyMir dialogues were written very well. I truly loved every ReyMir scene.
So let's get into it.
#Hercai