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RAM and VRAM Profiling in Python

Better Programming

Efficiently monitor RAM and GPU VRAM simultaneously with a single powerful function decorator. Photo by John Cameron on Unsplash 1\. Why profile memory usage? Introduction While the specific motivati...

Using a Memory Profiler in Python & What It Can Teach You | Real Python Podcast #128

Real Python

Have you used a memory profiler to gauge the performance of your Python application? Maybe you're using it to troubleshoot memory issues when loading a large data science project. What could running a...

7 Advanced Python Memory Profiling Techniques for Production Apps Beyond Basic cProfile Methods

Python in Plain English

Discover 7 advanced Python memory profiling techniques beyond cProfile: tracemalloc, pympler, objgraph & more for production apps. Debug leaks, optimize ML models. As a best-selling author, I invite ...

Advanced Python Memory Profiling: 6 Hidden Tools Beyond cProfile for Production Optimization

Python in Plain English

Discover advanced Python memory profiling with tracemalloc, pympler, and Valgrind beyond cProfile. Master production debugging and optimization techniques. As a best-selling author, I invite you to e...

7 Advanced Python Memory Profiling Techniques Beyond memory_profiler for Production Debugging

Python in Plain English

Discover 7 advanced Python memory profiling techniques beyond memory_profiler. Learn tracemalloc, pympler, objgraph & more for precise debugging. As a best-selling author, I invite you to explore my ...

The Real Python Podcast – Episode #128: Using a Memory Profiler in Python & What It Can Teach You

Real Python

Have you used a memory profiler to gauge the performance of your Python application? Maybe you're using it to troubleshoot memory issues when loading a large data science project. What could running a...

Preparing the profiler and processing the results

Software Architecture with C++

When analyzing profiling results, you may often want to perform some preparation, cleanup, and processing. For instance, if your code mostly spends time spinning around, you might want to filter that ...

Memory Debugging — a Deep Level of Insight

Javarevisited

When I mention memory debugging the first thing that comes to the minds of many developers is the profiler. That isn’t wrong but it’s still a partial picture. Profilers are amazing at mapping that “bi...

Chapter 27 - Code Profiling

Python 101

Code profiling is an attempt to find bottlenecks in your code. Profiling is supposed to find what parts of your code take the longest. Once you know that, then you can look at those pieces of your co...

-XXcallProfiling

Essential Java

This option enables the use of call profiling for code optimizations. Profiling records useful runtime statistics specific to the application and can—in many cases—increase performance because JVM can...

Profiling

Software Architecture with C plus plus

While benchmarks and tracing can give you an overview and specific numbers for a given scope, profilers can help you analyze where those numbers came from. They are an essential tool if you need to ga...

7 Advanced Python Memory Profiling Techniques Beyond tracemalloc for Production Debugging

Python in Plain English

Discover 7 advanced Python memory profiling techniques beyond tracemalloc. Debug Django ORM bloat, optimize ML models & fix FastAPI leaks with code examples. As a best-selling author, I invite you to...