Still waiting for those ~5 to go bankrupt. Future is unpredictable. We only need a few 100x over 15Y.

Tail-events generate the biggest panic and upside. If you survive the panic w/o jumping off the train, you deserve the 100x in few stocks.

Temperament + Business Analysis = ⤴️

Sri Parasurameswara Swamy Mandir, Gudimallam, Andhrapradesh

Gudimallam is a small village located in Chittoor district. It is seven miles away from Tirupati. This small village came to significance,due to it's very beautiful Shiva Mandir with history of thousands of years. 1/n

The main importance of the mandir lies in the Linga which is housed in the Garbhagriha of the temple & considered as the only one of such type. It is the earliest Linga discovered so far and it has been assigned to the 3rd century BCE.(Satavahana period) 2/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.

Samayapuram Mariamman Temple
#Trichy
#Tamilnadutemples 🚩

Samayapuram Mariamman Temple is located in Samayapuram of
 Tiruchirappalli district.  Mariyamman here is worshipped as Samayapurathal a form of Parashakti.
Amman vigraham here is made of sand and clay so

no abhishekam done to the main vigraham. Samayapuram Mariamman Temple is one of the famous Shakthi Sthal of Tamilnadu.

Story says that paramashiva created Kali, out of the poison that he drank during samudra mathanam.  As Devi originated from the Kaalakoota/ halahala poison,

thus the name Kaali. Mariamman is believed to be a form of Kaali, and is also known as Mahamayi. It is also believed that Maharaja Dasharatha offered his prayers here.

Mariamman is Parashakti herself who blesses with prosperity and she is believed to cure all diseases.

Paramashiva, Mahavishnu and Brahma Deva are believed to have taken blessings of Mariamman here.

Om Shakti Para Shakti
🙏🕉🙏

Nanganallur Anjaneya Temple
#Chennai
#Tamilnadutemples 🚩

Bhaktha Anjaneya temple at Nanganallur in Chennai is one among tallest Anjaneyar Vigraham. Here Anjaneyar blesses with relief to all illness. Vigraham is about 32 feet height made of single  stone.
Anjaneyar here is 👇

Sri Vishwaroopa Aadhivyathihara Baktha Anjaneya Swamy.

Sthala Puranam says that, this is the place where Indra Deva hit Hanuman on the cheek by his Vajrastram. Sri Raghavendra Swami and Sri Kanchi Paramacharyar were behind in building this temple. Temple is constructed to

Realize power of Anjaneyar who is seen both in Ramayana and Mahabharatha.
Vadamalai is important offering to Anjaneyar here. It is believed that vigraham contain powers to heal any disease. Shri Ramanavami is celebrated here.

Jai Sri Ram
Jai Hanuman
🙏🕉🙏