"At the start of 2020, the dollar’s run had endured 100 years. That would have been reason to question how much longer it could continue." This crude instance of the gambler's fallacy is one of many reasons why I find Ruchir Sharma's FT piece unconvincing:

Thread about Shashanka and alleged persecution of the Buddhists. The purpose of this thread is to defy their claims while tackling a few other issues.

(Very long thread but useful) 1/n

Shashanka was a Shaivite king of Gauda with his capital being Karnasuvarna.
He is often accused to be a persecutor of Buddhists by the certain historians prejudiced folks to form a picture that Hindu kings were also against other religions just like the muslim kings. 2/n

Much of Shashanka's life after 619 CE is not very much known to us. Historians primarily cite from a few sources like 1) Banabhatta's Harshacharita and 2) Hsuan Tsung's Si Yu Ki(SYK), both being 7th century texts and 3/n

3) Manjushri Mula Kalpa(MMK), an 8th century text sometimes also dated as a 12th century text. 4/n

The method of accusing Shashanka as a Buddhist hater is established by saying that Shashanka desecrated Buddha's sacred marks, destroyed the Bodhi Tree in Gaya and replaced the Buddha statue w Shiva after which he died as he incurred a mortal flesh-rotting disease 5/n

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.

SRI BANASHANKARI AMMAN, BANGALORE
#bharatmandir

Located in Southern Bangalore, this is one of the most popular places of worship in Bangalore City.
Devoted to Devi Banashankari, this shrine is visited specially during Rahukala which is believed to be an unfavorable time.

Somanna Shetty, a great devotee of Devi, brought this murti from Badami’s Banshankari Amma Kshetram.
It is said that many years ago, three ladies visited this shrine and requested the pujari to conduct puja for them. Since it was the inauspicious rahu kaal, the pujari refused.

However, upon their insistence, he conducted the puja. When he returned with prasadam, the ladies vanished. This made the people believe that they were none other than the Devi herself. Since then, the people perform poojas here during the Rahukaal.
@GunduHuDuGa

People use lemons as a diya. Lemons are cut from the centre and their pulps are removed, for pouring oil in them.
It is strongly believed that Devi removes all the troubles from the life of her devotees during the Rahukala although it is considered inauspicious for any pooja.

Andhakasuravadha Samharamurti -#story #Thread
Sculpture of Bhagwan Shiva as the destroyer of the Asura Andhaka - Cave 29,Ellora caves

Asura Andhaka hangs on to a trishula held by 6-armed Shiva.

Once Parvathi & Shiva were relaxing in the pleasant gardens of Mount Mandhara.

Bhagwan Shiva sat down there to enjoy the happiness.Parvati closed the eyes of Shiva playfully & darkness covered the whole universe.Parvati was perplexed & her palms were wet with perspiration.A few drops of her sweat mixed with sweat from Shiva’s body& fell to the ground.

From this sweat,a fierce creature was born,it started to roar.Child was born blind as Shiva's eyes were closed so was named as Andaka.Andha means darkness&also ignorance.Around the same time Asura Hiranyaksha was performing rigorous tapas Shiva for a boon of powerful son.

Bhagwan Shiva was pleased by tapas of Hiranyaksha & blessed him with darshan.Hiranyaksha asked for a powerful son,Shiva told him that he cannot have his own son,but can adopt a blind child who would become very powerful later.Shiva gave child Andaka to Hiranyaksha.

Hiranyaksha returned to his kingdom with Andaka.Later after the vadh of Hiranyaksha, Andaka is said to have lived with his cousins.He was ridiculed,so dejected Andaka went to forest.He did severe tapas for over many years towards Brahma Dev. Brahma dev appeared before him.