US #CRUDE OIL

#Inflation or #Hyperinflation

Since low March 2020.

1400000% rise in Crude oil.
(0.01-129.42)

Eri Katha Ramar Temple
Maduranthakam

Eri Katha Ramar temple is located at Maduranthakam near Chengalpattu of Tamil Nadu. Beautiful Kodanda Ramar of about 8ft holding Ma Sita's hand & with Lakshmana. This temple story is connected with Sri Ramanujar.
@LostTemple7

It was here Periya Nambigal performed Pancha Samskaaram to Ramanujar under Magizham tree.
Sri Ramanujar was on his way from Kanchipuram to meet Sri Periya Nambigal at Sri Rangam to become his disciple. Sri Periya Nambigal also started towards Kanchipuram to meet Ramanujar.

They both met here at Madurantakam.
Small Mandapam where Ramanujar undertook Pancha Samskaaram is seen in the temple. Separate sannidhi is for Periya Nambigal & Ramanujar & this is the only temple where Ramanujar is seen as a Grahastha (married person) and not in Sanyasa kolam.

Story says about an incident which occurred during British rule. The Madurantakam lake bund was about to breach, due to heavy rain & village will be flooded if it happened. Dt collector was Cl. Lionel Blaze who took efforts to protect the bund & asked for the piles of stones

in the temple to protect it. But it was meant for Janakavalli ( sita) Thayar sannidhi which faced shortage of fund. Lionel Blaze prayed Sri Ramar to save the bund and if so he will provide fund to construct.
That night he saw in the lightning, Sri Rama & Lakshmana walked along

THREAD:

80 Films with the biggest Plot Twists that will blow your mind.

1. Fight Club

2. Predestination

3. Seven

4. Requiem for a Dream

A Thread on the Boss himself @Mitesh_Engr

Mitesh Sir's Positional Option Selling 101:

• How to find direction
• Which options to sell
• How to deploy capital
• Exit criteria
• What ROI he targets weekly
• What % risk he takes

Done with the help of @niki_poojary

How @Mitesh_Engr Sir finds the direction?

• Daily charts S/R
• 75 min charts S/R
• Intraday trend
• Always play directional
• Never trades in strategies

Which options to sell in weekly expiry according to @Mitesh_Engr?

• Weekly candle High/Low
• Sell 1% away options from those
• Exit when levels breached

Position Sizing by @Mitesh_Engr Sir.

How to deploy your capital?

• First sell 20%
• Pyramid the next day
• When to exit
• What to do when view goes wrong
• What to do with idle capital

Some important tweets of @Mitesh_Engr Sir

• What Data to look at
• ROI for safe players per month
• Max risk per day
• Gather knowledge and play directional
• Never play strategies

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.