Freelance Technology Writer

Saumitra Jagdale is a Backend Developer, Freelance Technical Author, Global AI Ambassador (SwissCognitive), Open-source Contributor in Python projects, Leader of Tensorflow Community India, and Passionate AI/ML Enthusiast.

Articles 1 - 15
AI & Machine Learning

Enhancing AI Inference through Sparsity Support and Transformer Optimization for Minimizing Latency - Blog

September 16, 2021

AI models have become more complicated in recent times due to the escalating demand for real-time AI applications in various industries. This necessitates the deployment of high-performing, cutting-edge inference systems in an optimal way. TensorRT's latest version addresses these issues by bringing in additional capabilities to provide more enhanced and responsive conversational AI applications to their customers. 

Storage

Compute Express Link(CXL) Interconnects Memory and GPUs for Yielding High Performance - Blog

August 31, 2021

With advancements in cloud computing technology, the architectural memory arrangement of data centers has evolved significantly. To enhance the compute capacity and extensive data processing, there is a need to integrate accelerators that excel at processing specific workloads. Although these devices already connect over PCI Express, the optimization can further improve with the compute express link as it allows heterogeneous processing with various system components.

Open Source

CMSIS 5.8.0 Optimizes the Neural Networks and Signal Processing for Machine Learning Applications - Blog

August 17, 2021

Interfacing compatibility determines the scope of applications for hardware devices and peripherals. CMSIS is one such interfacing standard that allows the integration of software entities from multiple vendors. The recent release of Keil’s MDK-ARM 5.35 highlights the specific update of CMSIS from 5.7.0 to 5.8.0 which is the major component of the development kit.

AI & Machine Learning

Eta Compute’s Low-Power Architecture Offers Long-Lasting AI Vision Workloads on a Single Battery - Blog

August 12, 2021

Designing low-power architectures with intensive computational capacities decides the feasibility of machine learning applications. It comes with the challenge of accommodating high processing power and a more extended battery without compromising the compact form factor. So, Eta Compute’s design technology supports developers with limitless application options while consuming minimal power along with the complete assistance of the Edge Impulse machine learning development platform.

Processing

Bringing Down the Duration of Hardware Design Life Cycle for Compact High Performing Architecture - Blog

August 03, 2021

Hardware needs to be compact for ASICs (Application Specific Integrated Chips) with complex architecture. Alongside, the demand for quick and energy efficient functionalities have shaped the circuit design conventions over time. Sondrel's architecture and design have reduced hardware design life cycles, thus lowering cost and time for deployment. It also accommodates the risk to bespoke technology requirements, ensuring the chip expectations are met from the commercial and technical point of view.

Open Source

Stable Support for ARM Embedded Applications with the Release of Keil MDK-ARM 5.35 - Blog

August 02, 2021

Updates and corrections in the minor version of the development kit propel the overall firmware to a stable build for a flawless deployment. The architecture design of the microcontrollers, along with the compatible software support brings out the optimal performance of the hardware. 

Software & OS

What’s New in Windows 10 IoT Enterprise LTSC 2021 - Story

July 28, 2021

Windows 10 IoT Enterprise LTSC 2021 offers much more features than the previous version of Windows IoT Enterprise. The new features focus on reducing the net cost and enhancing the connectivity and compatibility of the overall IoT ecosystem. 

Processing

Modular Interfacing Ecosystem Provides Wide Range of Options for Dynamic Applications - Blog

July 27, 2021

MicroMod Cards from SparkFun are one of the significant modular interfacing ecosystems. The ecosystem comes with a provision of interchangeable processors and carrier boards, thus allowing rapid prototypes and development for dynamic changes in the projects. The latest MicroMod Teensy processor board enhances the MicroMod applications featuring its Arm Cortex-M7 core.

AI & Machine Learning

Scaling AI Hardware for Smart Vision Applications - Story

July 05, 2021

The hardware components that drive smart vision applications go through a lot of changes during their development lifecycle.

Open Source

Why Raspberry Pi's RP2040 is the Popular Choice for Development Boards - Story

June 26, 2021

Raspberry Pi SBCs are some of today's most popular development board options. Raspberry Pi comes in flavors ranging from the Raspberry Pi 2, 3, and 4 to the Raspberry Pi Zero and Zero W "maker" boards. Now, the Raspberry Pi Foundation has gone a step further by releasing of its very own processor: The RP2040 MCU.

IoT

Edge AI is Overtaking Cloud Computing for Deep Learning Applications - Blog

June 18, 2021

You may have come across various hardware development boards and MCUs, which use Edge AI for processing and computations. However, cloud computing is still a preferred choice for deployment as it is faster and easier to design applications through the cloud platform. But it comes at the cost of latency in data transfer and security issues as the system is prone to network attacks. Hence, Edge AI addresses these issues as it works on the principle of on-device processing to make the system quick and safe.

Debug & Test

PGY-LA-EMBD All-in-One Oscilloscope, Logic, and Protocol Analyzer for Embedded Interfaces - Blog

June 18, 2021

Testing and debugging has always been a tedious phase for engineers in the hardware design life cycle. Finding the issues and backtracking errors consumes a lot of productive time which causes the delay in production. Hence, the concept of capturing and monitoring the electronic signals using a Logic Analyzer solves this issue for a Test Engineer to analyze the hardware design.

AI & Machine Learning

MIT’s SpAtten Architecture Uses Attention Mechanism for Advanced NLP - Story

March 11, 2021

Processing of human-generated textual data has always been an important yet challenging task, as human language tends to be naturally robust for machines to understand.

AI & Machine Learning

K210 AI Accelerator a Compact Raspberry Pi HAT for Computer Vision Applications - Story

March 10, 2021

XaLogics’s AI Accelerator with K210 SoC comes with a dual-core RISC-V AI processor featuring low power consumption than its competing Coral USB Accelerator, and Intel Neural Compute Stick 2.

AI & Machine Learning

Espressif Providing Support for the AIoT Market with its Dual-Core ESP32-S3 - Story

March 05, 2021

The AIoT market needs some help in terms of processing, security, and software support. In order to gain the assistance that’s needed, semiconductor solutions need to step up and meet five key demands:

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