Rust System Tool for GPU Stress Testing with PyTorch
I demonstrate building a Rust command line tool using PyTorch and Rayon to stress test the GPU and CPU. Includes monitoring loads with htop and Nvidia-smi while executing multi-threaded data processing on CUDA devices. Useful for benchmarking distributed systems
β¨ I build courses:https://insight.paiml.com/bzff
π LLMOps Specialization:https://insight.paiml.com/a8ee
π Introduction to Generative AI:https://insight.paiml.com/ee22
π Operationalizing LLMs on Azure:https://insight.paiml.com/e2uu
π Databricks to Local LLMs:https://insight.paiml.com/i6kk
π Advanced Data Engineering:https://insight.paiml.com/uvii
π Rust Programming Specialization: https://insight.paiml.com/qwhh
π Rust for DevOps: https://insight.paiml.com/x144
π Rust LLMOps: https://insight.paiml.com/g3bb
π Rust Fundamentals:https://insight.paiml.com/qytt
π Data Engineering with Rust:https://insight.paiml.com/zm11
π Python and Rust with Linux Command Line Tools:https://insight.paiml.com/jott
π Applied Python Data Engineering Specialization:https://insight.paiml.com/5r99
π Data Visualization with Python:https://insight.paiml.com/y9pp
π Virtualization, Docker, and Kubernetes for Data Engineering:https://insight.paiml.com/xtpp
π Spark, Hadoop, and Snowflake for Data Engineering:https://insight.paiml.com/f6jj
π MLOps | Machine Learning Operations Specialization:https://insight.paiml.com/l5uu
π Python Essentials for MLOps:https://insight.paiml.com/uvmm
π DevOps, DataOps, MLOps:https://insight.paiml.com/ggii
π MLOps Tools: MLflow and Hugging Face:https://insight.paiml.com/y2vv
π MLOps Platforms: Amazon SageMaker and Azure ML:https://insight.paiml.com/ymbb
π Python, Bash and SQL Essentials for Data Engineering Specialization:https://insight.paiml.com/2orr
π Linux and Bash for Data Engineering:https://insight.paiml.com/d311
π Scripting with Python and SQL for Data Engineering:https://insight.paiml.com/n3bb
π Python and Pandas for Data Engineering:https://insight.paiml.com/nz77
π Web Applications and Command-Line Tools for Data Engineering:https://insight.paiml.com/o866
π Building Cloud Computing Solutions at Scale Specialization:https://insight.paiml.com/hrtt
π Cloud Computing Foundations:https://insight.paiml.com/zrbb
π Cloud Data Engineering:https://insight.paiml.com/75tt
π Cloud Machine Learning Engineering and MLOps:https://insight.paiml.com/jjhh
π Cloud Virtualization, Containers and APIs: https://insight.paiml.com/ce55
π Guided Projects:
π Object-Oriented Programming in Pythonhttps://insight.paiml.com/n4hh
π MySQL-for-Data-Engineering: https://insight.paiml.com/e1kk
π Python Generators: https://insight.paiml.com/i9ll
π Build a Static Website with Rust and Zola:https://insight.paiml.com/a2hh
π Building Rust AWS Lambda Microservices with Cargo Lambda:https://insight.paiml.com/8edd
π Rust Secret Cipher CLI:https://insight.paiml.com/zzrr
π Python Decorators: https://insight.paiml.com/1n55
π Bash Command-line tools: insight.paiml.com/zo3
π Big O Notation in Python: https://insight.paiml.com/bnvv