Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool) The proliferation of Python DSLs for developing kernels has democratized GPU programming. While kernel development is now Python-native, performance analysis and optimization still rely on external tools and fragmented workflows. We introduce Nsight Python, a Python profiling toolkit that bridges this gap by bringing performance analysis for GPU kernels into the Python ecosystem. Nsight Python is framework-agnostic and works seamlessly with any Python framework through simple decorators and context managers that mark code regions for analysis....
Nsight Python: Python Profiling Toolkit for GPU Kernel Analysis
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💻 New Code Commit: object oriented programming in python Worked on Object-Oriented Programming (OOP) fundamentals in Python. Covered key concepts such as encapsulation, inheritance, polymorphism, and abstraction. Practiced creating classes and objects, defining attributes and methods, implementing inheritance and polymorphic behavior through practical examples. 🚀
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🐍 Python Term of the Day: higher-order function (Python Glossary) A function that either takes one or more functions as arguments or returns a function as its result. https://lnkd.in/dGJvANsK
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The runtime offers new features for Python: an experimental async API and access to many native Python libraries like NumPy.
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The runtime offers new features for Python: an experimental async API and access to many native Python libraries like NumPy.
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Hi I am currently studying Python programming and exploring its powerful features. 1 dya python introduction Python is a popular and easy-to-learn programming language. It was created by Guido van Rossum and released in 1991. - Python is interpreted language - Python is dynamic - python OOP ( object oriented programming) language - simple and reliability language Write to my first python code in simple Hello world - Print("Hello, World") im using in Visual studio
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🚀 QR Code Generator using Python 📱🐍 I’ve built a simple and efficient QR Code Generator using Python and the qrcode library. This project allows users to generate a QR code for any URL and save it as an image file locally. 🔹 Key Features: Takes user input dynamically (URL) Generates a high-quality QR code Saves the QR code as a PNG image Beginner-friendly and easy to customize 🔹 Tech Stack: Python qrcode library This project helped me understand how external libraries work in Python and how to handle user input and file generation effectively. #Python #QRCode #PythonProjects #GitHub #LearningByDoing #Programming #BeginnerProject #OpenSource
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🚀 Understanding Prime Number Logic in Python In this exercise, I implemented a simple program to check whether a number is prime using Python. 🔎 Approach Used: I applied the trial division method to determine if a number has any factors other than 1 and itself. The logic checks divisibility from 2 up to n-1 using a loop. 💡 Key Concepts Used: Variables to store the number and a boolean flag for loop for iteration range() function for generating possible divisors Modulus operator % to check divisibility Conditional statements (if) break statement for performance optimization 📌 Key Insights: Used a flag variable (is_prime) to track prime status. The modulus operator helps determine whether a number is divisible. The break statement improves efficiency by stopping the loop early once a factor is found. This approach has a time complexity of O(n) and can be optimized to O(√n). ✨ Even though this looks like a basic problem, it strengthens understanding of loops, conditionals, and logical thinking — which are fundamental in coding interviews and real-world problem solving. #Python #Coding #Programming #DataStructures #InterviewPreparation #LearningJourney code :-
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🐍 Python Term of the Day: conditionals (Python Best Practices) Guidelines and best practices for writing reliable conditionals and making decisions in your Python code. https://lnkd.in/dMd-9ugR
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Yes, Python compiles code! Many people think Python is only interpreted, but internally Python first compiles your source code into bytecode and creates a .pyc file (compiled/frozen binaries). These files are stored inside the __pycache__ folder and are executed by the Python Virtual Machine (PVM). In this article, I’ve explained: ✔️ How Python converts code into bytecode ✔️ What .pyc files are ✔️ How the Python Virtual Machine works ✔️ CPython and other Python implementations If you want to understand Python’s internal working in a simple way, check it out 👇 https://lnkd.in/g-438rDB
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Day 1 of learning Python. Realization: Programming is not about syntax — it’s about logic. Today I practiced: Taking user input Writing small calculator programs Understanding how Python handles data types Next focus: Control statements and loops.
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