181: Memory Management
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181: Memory Management
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Narrated by:
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About this listen
Intro topic: Video Game Prices
News/Links:
- Step one: Jump in the Lava - Abyssoft
- https://youtu.be/WdadpHLAfdA?si=oXYnhB0EdkR_RaPE
- Scalable world models for continuous control
- https://www.tdmpc2.com/
- Clever code is probably the worst code you could write - Engineer’s Codex
- https://read.engineerscodex.com/p/clever-code-is-probably-the-worst
- A new, open source text-to-speech model called Dia has arrived to challenge ElevenLabs, OpenAI and more
- https://venturebeat.com/ai/a-new-open-source-text-to-speech-model-called-dia-has-arrived-to-challenge-elevenlabs-openai-and-more/
- https://venturebeat.com/ai/a-new-open-source-text-to-speech-model-called-dia-has-arrived-to-challenge-elevenlabs-openai-and-more/
Book of the Show
- Patrick
- The Muscle Ladder - Jeff Nippard
- https://amzn.to/44Dznsz
- The Muscle Ladder - Jeff Nippard
- Jason
- Metaphysics of War
- https://amzn.to/4jMjvZ5
- https://amzn.to/4jMjvZ5
- Metaphysics of War
Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h
Tool of the Show
- Patrick
- Pokemon Trading Card Game Pocket
- Jason
- Phi-4
- https://huggingface.co/spaces/microsoft/phi-4-multimodal
- https://huggingface.co/spaces/microsoft/phi-4-multimodal
- Phi-4
Topic: Memory Management
- Motivation
- Avoid thrashing / crashes
- Allocate resources efficiently
- Keep high uptime
- Where
- OS Level
- Heap management
- Virtual Memory
- Language/Compiler Level
- Cpp
- Garbage collection
- Ownership
- OS Level
- Tools
- Instrumentation
- Export to Datadog / Grafana
- Python: psutil & tracemalloc
- Valgrind
- Instrumentation
- What to do when your program uses too much memory?
- Reduce data sizes
- Compression
- References
- Lazy initializer
- Generators & Back Pressure
- Ring buffers
- Arena allocators
- Disk based caching
- Reduce data sizes
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