THREAD – Mortality 2020

Today we published England & Wales mortality statistics for the w/e 25 Dec

Nearly a full year’s data for 2020

In the last 52 weeks there were:
c.604k deaths registered across E&W

This is:
c.73k deaths (14%) above the 5-yr avg = excess deaths

1/11

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.

Oleg Karpov pisze, że gdyby Siergiej Sirotkin zdobył w pierwszej części sezonu więcej punktów od Strolla, to jego kontrakt z automatu zostałby przedłużony na kolejny sezon. Tak się nie stało i Williams ma możliwość szukania innych opcji i to właśnie robi. #F1pl

Czego w artykule brakuje, to informacji, że SMP prawdopodobnie przekazało Williamsowi część środków na sfinansowanie sezonu 2019. W przypadku zakończenia współpracy ekipa z Grove będzie musiała zwrócić te środki. #F1pl

To tłumaczy wysokie kwoty jakich Williams ma oczekiwać za fotel od nowego kierowcy. Jest pewnie próg opłacalności i dopóki nie zostanie osiągnięty, to zmiana z finansowego punktu widzenia nie będzie się zwyczajnie opłacała. #F1pl

Tyle można znaleźć w oświadczeniach prasowych... 😂😂😂

TYPES OF SINS(PAAP) AS PER SKAND PURAN.

There are three types of Adharma- Sthool, Sukshma and Ati Sukshma. The group of Sins in the Sthul section carries you to Narak. These sins are committed through your thoughts, words and deeds.

It is of four types.

1)First is the sin committed by your mental state-
Thinking about woman other then your spouse.

A)Resolution to amass wealth from others.

B)Thinking ill about others.

C)Thinking of doing a forbidden or unworthy deed.

2)Second is the sin that you commit through your words :-

A)Talking irrelevant things.

B)Telling a lie.

C)Speaking harshly.

D)Talking ill about others.

3)Third type of sin is committed through your body actions-

A)Eating food not prescribed to you or forbidden.

B)Violence.

C)Eating fancier food.

D)Acquiring other's wealth.

So these twelve types of sins.

There are six types of sinners or Mahapatak

1)One not bowing his head in front of a temple.

2)Never praise Shiva.

3)People who behave untowardly way in front of Ishwar.

4)People who do not show respect to Ishwar, guru or one who are undignified.

5)One who do not behave properly.

6)One who is jealous of other bhakts.

Below is the list of sins which people may commit.

1)One who does not help a needy person or a person in pain,

This is Kuinini ‘Nini’ Manumua, the woman who was ultimately displaced by inclusion of Laurel Hubbard.

She’s 21, and it would have been her first Olympics.