#parallelprocessing نتائج البحث

Graph-based Agent Planning It lets AI agents run multiple tools in parallel to accelerate task completion. Uses graphs to map tool dependencies + RL to learn the best execution order. RL also helps with scheduling strategies and planning. Major speedup for complex tasks.

omarsar0's tweet image. Graph-based Agent Planning

It lets AI agents run multiple tools in parallel to accelerate task completion.

Uses graphs to map tool dependencies + RL to learn the best execution order.

RL also helps with scheduling strategies and planning.

Major speedup for complex tasks.

𝗖𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗮𝘀 𝗽𝗮𝗿𝗮𝗹𝗹𝗲𝗹 Most developers use these terms interchangeably. That's a mistake. 𝗖𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝗰𝘆 is about structure. You design your program so that multiple tasks can progress simultaneously without waiting for…

milan_milanovic's tweet image. 𝗖𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗮𝘀 𝗽𝗮𝗿𝗮𝗹𝗹𝗲𝗹

Most developers use these terms interchangeably. That's a mistake.

𝗖𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝗰𝘆  is about structure. You design your program so that multiple tasks can progress simultaneously without waiting for…

💡 The ultimate productivity hack — Conso Mini App Parallel Mode Telegram has tons of great Mini Apps — but you need to minimize one to open another. With Conso, you can run up to 12 Mini Apps in parallel — no switching, no waiting — just true multitasking ⚡️ 🚀 You can: •…

conso_tg's tweet image. 💡 The ultimate productivity hack — Conso Mini App Parallel Mode

Telegram has tons of great Mini Apps —
but you need to minimize one to open another.

With Conso, you can run up to 12 Mini Apps in parallel —
no switching, no waiting — just true multitasking ⚡️

🚀 You can:
•…

We’re excited to partner with @LMSYSOrg’s SGLang to bring LLM serving to everyone. 🔥 Parallax is a high-concurrency inference framework that lets anyone host LLMs of all sizes across heterogeneous GPUs and devices — local or remote, anywhere in the world. SGLang @LMSYSOrg

Gradient_HQ's tweet image. We’re excited to partner with @LMSYSOrg’s SGLang to bring LLM serving to everyone. 🔥

Parallax is a high-concurrency inference framework that lets anyone host LLMs of all sizes across heterogeneous GPUs and devices — local or remote, anywhere in the world.

SGLang @LMSYSOrg…

Understanding Pharos’ Parallel Execution Framework 🧵

pharos_network's tweet image. Understanding Pharos’ Parallel Execution Framework 🧵

.@PharosResearch_ insights reveal next-gen L1 and L2 systems, from real-time TPS to validator distribution, to reveal how each architecture manages speed, finality, and decentralization Data over narrative. Always 🔎 Read the full study: static.pharosnetwork.xyz/doc/Parallelis…

pharos_network's tweet image. .@PharosResearch_ insights reveal next-gen L1 and L2 systems, from real-time TPS to validator distribution, to reveal how each architecture manages speed, finality, and decentralization

Data over narrative. Always

🔎 Read the full study: static.pharosnetwork.xyz/doc/Parallelis…

AI workloads are characterized by elephant flows when all of the GPUs in a cluster exchange data through collective communication operations to synchronize data for distributed workloads. These flows can often lead to congestion and load balancing issues. (1/6)🧵

SemiAnalysis_'s tweet image. AI workloads are characterized by elephant flows when all of the GPUs in a cluster exchange data through collective communication operations to synchronize data for distributed workloads. These flows can often lead to congestion and load balancing issues. (1/6)🧵

Added the parallel search api to the chart for completeness.

paraga's tweet image. Added the parallel search api to the chart for completeness.

Perplexity Search API achieves leading quality across single-step and deep research benchmarks, consistently outperforming competitors.

perplexity_ai's tweet image. Perplexity Search API achieves leading quality across single-step and deep research benchmarks, consistently outperforming competitors.


parallel execution about to make agent strat curves go asymmetrical


This is the "Eight Dimensional #Hypercube" the basis for #parallelprocessing which lets you do more than one job at a time on the computer.. What do you know about it?

ArankaASKS's tweet image. This is the "Eight Dimensional #Hypercube" the basis for #parallelprocessing which lets you do more than one job at a time on the computer..

What do you know about it?

If you're using async await, you might be running async calls sequentially that can actually be done in parallel. Here's one way you can run them in parallel to speed things up 👌

ryanchenkie's tweet image. If you're using async await, you might be running async calls sequentially that can actually be done in parallel. Here's one way you can run them in parallel to speed things up 👌

Long dMRI workflows slowing you down? In DIPY, you can slash runtimes by simply setting the parallel flag to put multiple cores to work. #dMRI #ParallelProcessing #MedicalImaging #OpenSource #DIPY #NeuroImaging


Unlock supercharged speed in n8n! ⏩ Parallel processing lets you blitz through tasks in a fraction of the time, so you can automate like a legend and never wait for slow workflows again! Full video available in link in bio. #n8n #n8nhowto #parallelprocessing #AI


In computer science, there are two general ways to achieve parallel execution: shared memory and message passing. While most blockchains opt for shared memory, ao takes an innovative approach by passing messages. How does it work? 👇

aoTheComputer's tweet image. In computer science, there are two general ways to achieve parallel execution: shared memory and message passing.

While most blockchains opt for shared memory, ao takes an innovative approach by passing messages. How does it work? 👇

"Concurrency is about dealing with lots of things at once. Parallelism is about doing lots of things at once." - Rob Pike

karpathism's tweet image. "Concurrency is about dealing with lots of things at once. Parallelism is about doing lots of things at once."

- Rob Pike

Concurrency & Parallelism are two terms that always create some confusion. Here's how I try to understand them: Concurrency means more than one task can appear to make progress over a unit of time. The key term over here is "APPEAR". Concurrency gives the illusion that the…


I was going to write a blog on parallel JAX until they updated the API a lot. Now it is so shockingly easy to do that it might not be worth it 😅 Below is the diff between my single GPU training script and one that I just tested on 8xTPUs in data parallel. 🔥

alexfmckinney's tweet image. I was going to write a blog on parallel JAX until they updated the API a lot. Now it is so shockingly easy to do that it might not be worth it 😅

Below is the diff between my single GPU training script and one that I just tested on 8xTPUs in data parallel. 🔥

Excited to share our paper on accelerating feedforward computations in ML — such as evaluating a DenseNet or sampling from autoregressive models — via parallel computing. Speedup factors are around 1.2–33 under various conditions and computation models.


It can process multiple files in parallel and you can build pipelines for performing multiple operations in sequence on each file

tom_doerr's tweet image. It can process multiple files in parallel and you can build pipelines for performing multiple operations in sequence on each file

Grid use efficient #parallelprocessing mechanism.Say goodbye to system congestion. #Blockchain @blockchain medium.com/@GridBlockchai…

aelfblockchain's tweet image. Grid use efficient #parallelprocessing mechanism.Say goodbye to system congestion. #Blockchain @blockchain medium.com/@GridBlockchai…

Don't just watch the pot—own the kitchen. AI isn't here to make you passive. Use agents like cognitive sous-chefs: set your processes, shift your focus, and multiply your own capacity. You get sharper by orchestrating, not idling. #AI #ParallelProcessing #Productivity


Parallelizing proof computations reduces latency, making real-time applications feasible. #ParallelProcessing

7 featured participants in 7 days. Day 7. This is our last partner drop but we’re not done yet. Something fun is on the way. @eulerfinance 🧵



Any1 interested in GPU Parallel Computing??????? Have access to advanced GPU inf, delving deep into massively parallel (lonestar& forentera),CUDA based acceleration, and the art of squeezing performance from every thread. #GPUComputing #ParallelProcessing #HPC #CUDA #AI #TAC


🚀 Dive into our hands-on review of Conductor AI's Parallel Runner App! Discover how it leverages parallel processing to optimize AI workloads efficiently. Perfect for developers seeking smarter, scalable solutions. 🌟 #AI #ParallelProcessing #TechReview #TheNewStack


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Hello World from 48 processors of 3 systems! #parallelprocessing

MatFaust's tweet image. Hello World from 48 processors of 3 systems!
#parallelprocessing

When you are compensating for a month of not reading. There is time, but just no mindspace. And am sure I'am not the only one. #ParallelProcessing

GulatiSinghJ's tweet image. When you are compensating for a month of not reading.

There is time, but just no mindspace. And am sure I'am not the only one. 

#ParallelProcessing

Two years after the last update, RIVeR 2.6 🚀is finally out ! And it has cool new features like #BatchProcessing and #ParallelProcessing. This version is ideal for #LSPIV processing of fixed cameras. Now you can enjoy RIVeR not only on Windows but also on IOS and Linux !

AntoinePatalano's tweet image. Two years after the last update, RIVeR 2.6 🚀is finally out ! And it has cool new features like #BatchProcessing and #ParallelProcessing. This version is ideal for #LSPIV processing of fixed cameras. Now you can enjoy RIVeR not only on  Windows but also on IOS and Linux !

Block diagram for clustering big data on Windows Operating System. #Clustering #BigData #ParallelProcessing #Database #Windows

ragingbull75's tweet image. Block diagram for clustering big data on Windows Operating System.
#Clustering #BigData #ParallelProcessing #Database 
#Windows

If you're not listening to something with a double bass drum pedal while you run processes like this, you're doing something wrong... #rstats #parallelprocessing

karissawhiting's tweet image. If you're not listening to something with a double bass drum pedal while you run processes like this, you're doing something wrong... #rstats #parallelprocessing

𝗪𝗵𝗮𝘁 𝗶𝘀 𝗚𝗿𝗶𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴? 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗻𝗱 𝗘𝘅𝗮𝗺𝗽𝗹𝗲𝘀 bit.ly/3HmXYVm #GridComputing #ParallelProcessing #DataAnalysis #LargeScale #ResourceSharing #AI #AINews #AnalyticsInsight #AnalyticsInsightMagazine

analyticsinme's tweet image. 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗚𝗿𝗶𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴? 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗻𝗱 𝗘𝘅𝗮𝗺𝗽𝗹𝗲𝘀 
bit.ly/3HmXYVm 
#GridComputing #ParallelProcessing #DataAnalysis #LargeScale #ResourceSharing #AI #AINews #AnalyticsInsight #AnalyticsInsightMagazine

6 days of running code and all the matrix outputs are... 0... yay. #BackToTheDrawingBoard #ParallelProcessing #UnderwaterNoise #MATLAB


What you do in December when your black bean brownies and almond butter quinoa blondies are baking #ParallelProcessing @UKsoftball #MultiTalented

FuelingTheCats's tweet image. What you do in December when your black bean brownies and almond butter quinoa blondies are baking #ParallelProcessing @UKsoftball #MultiTalented
FuelingTheCats's tweet image. What you do in December when your black bean brownies and almond butter quinoa blondies are baking #ParallelProcessing @UKsoftball #MultiTalented
FuelingTheCats's tweet image. What you do in December when your black bean brownies and almond butter quinoa blondies are baking #ParallelProcessing @UKsoftball #MultiTalented

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