Tanveer KhaninIBM Data Science in PracticeStraight Forward Way To Update CUDA, cuDNN and Nvidia Driver.While working on GPU the most painful thing is updating CUDA, Nvidia Driver and cuDNN. Doing the updates and getting all versions in sync…Jul 23, 20221Jul 23, 20221
Tanveer KhaninIBM Data Science in PracticeHow to find correct docker base image while creating containers that need GPU ?Nvidia container environment has hard dependencies on the version of Cuda and CudNN on the host machine which is running the docker…Jul 14, 2022Jul 14, 2022
Tanveer KhaninIBM Data Science in PracticeMemory Hygiene With Tensorflow During Model Training and Deployment for InferenceIf you work on Tensorflow and want to share GPU with multiple processes then you must have encountered into either of one situation:Mar 9, 20213Mar 9, 20213
Tanveer KhaninAI For RealMemory Hygiene With Tensorflow During Model Training and Deployment for InferenceIf you work on tensorflow and want to share your GPU with multiple processes then you must have encountered into either of one situation:Mar 4, 2021Mar 4, 2021
Tanveer KhaninIBM Data Science in Practiceeinsum — An Easy/Intuitive way to write Tensor OperationEinstein Summation Convention on OperandsFeb 20, 20211Feb 20, 20211
Tanveer KhaninAI For RealContainers and Dockers For Data ScientistIntroductionOct 13, 20202Oct 13, 20202
Tanveer KhaninAI For RealHow to take Your Trained Machine Learning Models to GPU for Predictions in 2 MinutesProblemOct 8, 20201Oct 8, 20201
Tanveer KhaninAI For RealExploratory Data Analysis (Python) Results in 2 Minutes with Pandas-Profiler.Problem IntroductionOct 3, 20202Oct 3, 20202
Tanveer KhaninAI For RealSpark With Google Colab:We often want to experiment with Spark but gets stuck with the absence of Spark Environment. In this post we will discuss how to setup a…Sep 5, 2020Sep 5, 2020
Tanveer KhaninAI For RealRelationship between Cosine Similarity and Euclidean Distance.Many of us are unaware of a relationship between Cosine Similarity and Euclidean Distance. Knowing this relationship is extremely helpful…Mar 10, 20202Mar 10, 20202