#TATAELXSI stock is in an ascending triangle formation
The stock is getting resistance near previous all time swing high of 9420
RSI & MACD strong
Volume good in upmove
If it breaks & sustains above 9500, we may see 12500 over time
#stocks
Not trading call, academic post

The Haas / Force India argument is fascinating, and the decision of the stewards may still have consequences. The first key finding is that the stewards ruled Racing Point Force India to be a valid constructor. That means that it builds its own cars.

Haas had argued that the cars had been designed by Force India, but as Haas knows only too well, "outsourcing" is legal. The stewards decided that "there is no regulatory support for the argument that Outsourcing of Listed Parts cannot come from a former or excluded team."

In determining this, the stewards also came to the following conclusion: "In relation to the submission by the Racing Point Force India F1 Team that it is not a new team, the Stewards decide that the Racing Point Force India F1 Team is indeed a new team."

This will have a big knock on effect for Haas in its continued arguments over the rights of RPFI as relates to its eligibility and rights under the complex payments structure. Haas has argued all along that RPFI should be treated as a new team and tread the same path that it did.

TLDR? Haas lost the fight but may have won the war. In having its argument that Racing Point hadn't designed their own car thrown out, they gained clarification that RPFI was a new team.

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.

NĀRADA & HIS BHAKTI-SŪTRAS :
Bhakti – Love Divine :-
Of Love Divine (Sūtra 1 to 6)

All our philosophical textbooks are written out by the great 'rishis' and 'thinkers' in the form of sūtras.
The term, ‘sūtra’, means ‘string’ – the string on which the arguments &
#Thread

thoughts are strung together to become an enchanting garland of ideas.
This is the philosophy of devotion, of love for 'Paramatma' stands today attributed to the Devarṣi Nārada.
He works everywhere as friend, philosopher and guide, to all devotees.
Let's begin the journey !

NĀRADA & HIS BHAKTI-SŪTRAS :
Bhakti – Love Divine :-
Of Love Divine (Sūtra 1 to 6)

Sūtra 1
अथातो भक्तिं व्याख्यास्यामः॥ १॥
Now, the doctrine of devotion we shall expound.
After having developed all the qualifications necessary for the practice of devotion (atha), the student

feels no spiritual satisfaction, and therefore (ataḥ), he must now diligently walk the path of devotion. According to Rāmānuja, the teacher of viśiṣṭādvaita, there are seven qualifications necessary in a seeker who plans to pursue devotion. They are:

(1) Discrimination in food (viveka), (2) Freedom from desire (vimukha), (3) Practice (abhyāsa), (4) Habit of doing good to others (kriyā), (5) Purity in thought, word and deed, non-violence, charity, and such other virtues (kalyāṇa), (6) Cheerfulness (anavasāda), and (7) Absence

According to @RadioZET_NEWS PKN Orlen (major Polish oil refiner and petrol retailer) is considering entering F1 as a fuel sponsor (supplier) and personal sponsor of Robert Kubica. #F1

Yesterday Kubica was at Orlen's headquarters and met with Polish Prime Minister. #F1