The document discusses communications from Chief Doot Neelvan of the Kalestha-Neelega Gods Planet about efforts to protect human life on Earth from the Covid-19 virus and attacks from mysterious creatures. It describes interactions between Neelvan and the author regarding visits to India and the US, as well as past events where the author's life was saved from accidents and threats. Neelvan's last message suggests the creature authorities responsible for attacks on humans will be punished and that human life on Earth will be restored to safety soon.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
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1. Strategics-Interactive.
Analytics-Obervativees from the Chief-Brahma Doot
Neelvan from the Kalestha-Neelega Gods Planetases .
The Visit to India Country and U.S. Country .
Newer-Date :- 031st
– March – 2020 ; Total Sets :- 05
Nos. ; (New-Time Hour : 17.48pm.) .
Dear All Concern’s ;
Strategics Interactive was for me on Dated 028th –
March – 2020 @ Nigh Time Between 20.00 Hour’s to
21.00 Hour’s Time . Thats with Matriz-Podding
TeleLink Data Messageing from the Chief-Brahma
D0ot Neelvan was for me .
As Per the Authority God Tileka-Anand Telewaves
Networks Via TeleLink Networks from Angane Doot
Messaging was for me On Dated 031ST
– March – 2020
at Time Hour’s (09:21am).
All About the Big Efforts to Safe-Safer Human Life on
Earth Planet .
2. All Big Efforts from the Chief Brhama Doot Neelvan
Enabled to Communicate at the Matriz Podding the
TeleLink Networks that Mysterios Dangerous Attack
on Human’s from Dreaded Spawn-Halloween’s at the
Covid-19 Virus Spread in Continent Countries .
Me Say@ Interactive Messaging to THE Chief Doot
Neelvan :- Virus Attack on the Human’s its
<InJustice> for the Human’s Living Life .
Our Livings for the Janma’s on the Earth Planet . All
Decided by the Creator God with Creator Godesses .
Later Supreme God and Supremini Godesses @
Authorization for Honoring Living Life on Earth
Planet . All theirs too about my Saved-Life from
water accidents and later after life too with Reset-
Soul @Coma-Likes Accident in Year May 2002 . Life
Saved from from Attack @wild animal Nightmare
threat with Demonics Fear in Year 2006@Night Time
Native Place Asrondi ( Konkan ) / Maharashtra ,
India .
Me too Likes to Say the Living life for Human’s for
Year’s.
3. Finally :- These All Mysterious Creatures Authorities
will UnderGo for the Custodial Punishment at the
Gods Planetases for Certain Years for Many Loss of
Human’s Life on Earth-Planet at Its Continent
Countries .
Secondly these Spawn Halloween Fumes too will form
health problems too for Creatures Authorities.
Theses Attacks on Human’s Life Need to be Stopped
and Return to their’s Space Planet (Gallac).
Me Too Listen to his Voice Messaging theirs too the
Chief Doot Neelvan on Visit for Earth Planet too had
Mini Coughing Time at his Departures to Different
Venues on the Earth Planet.
Chief Doot Neelan Last-Message :- Theirs too
Revolution from (Creatures Authorities). That’s Need
To Be Sorted Out By their’s the God and Godesses
@theirs Space Planet (Gallac).
……………………………………………………………….
Me Feels Human’s Living Life will Be Restored to Safe
Living in Some Days Time.