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Tanveer Khan

Tanveer Khan
in
IBM Data Science in Practice

Straight 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, 2022

Updating Nvidia Driver

Jul 23, 2022

Tanveer Khan
in
IBM Data Science in Practice

How 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, 2022

Installing nvidia driver on linux system is a pain.

Jul 14, 2022

Tanveer Khan
in
IBM Data Science in Practice

Memory Hygiene With Tensorflow During Model Training and Deployment for Inference

If you work on Tensorflow and want to share GPU with multiple processes then you must have encountered into either of one situation:

Mar 9, 2021

Image with stick figures. In situation one, the stick figure on the left says “hey- are you training some model on GPU. Seems entire memory is occupied. I need to train my model.” The stick figure on the right replies “oh yes, you would need to wait for a few hours.” In situation two, the stick figure says “I have only one GPU and need to deploy couple of models for inference simultaneously”

Mar 9, 2021

Tanveer Khan
in
AI For Real

Memory Hygiene With Tensorflow During Model Training and Deployment for Inference

If 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, 2021

Image with stick figures. In situation one, the stick figure on the left says “hey- are you training some model on GPU. Seems entire memory is occupied. I need to train my model.” The stick figure on the right replies “oh yes, you would need to wait for a few hours.” In situation two, the stick figure says “I have only one GPU and need to deploy couple of models for inference simultaneously”

Mar 4, 2021

Tanveer Khan
in
IBM Data Science in Practice

einsum — An Easy/Intuitive way to write Tensor Operation

Einstein Summation Convention on Operands

Feb 20, 2021

einsum — An Easy/Intuitive way to write Tensor Operation

Feb 20, 2021

Tanveer Khan
in
AI For Real

Containers and Dockers For Data Scientist

Introduction

Oct 13, 2020

Containers and Dockers For Data Scientist

Oct 13, 2020

Tanveer Khan
in
AI For Real

How to take Your Trained Machine Learning Models to GPU for Predictions in 2 Minutes

Problem

Oct 8, 2020

How to take Your Trained Machine Learning Models to GPU for Predictions in 2 Minutes

Oct 8, 2020

Tanveer Khan
in
AI For Real

Exploratory Data Analysis (Python) Results in 2 Minutes with Pandas-Profiler.

Problem Introduction

Oct 3, 2020

Exploratory Data Analysis (Python) Results in 2 Minutes with Pandas-Profiler.

Oct 3, 2020

Tanveer Khan
in
AI For Real

Spark 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, 2020

Spark With Google Colab:

Sep 5, 2020

Tanveer Khan
in
AI For Real

Relationship 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, 2020

Relationship between Cosine Similarity and Euclidean Distance.

Mar 10, 2020

Tanveer Khan

Tanveer Khan

Sr. Data Scientist with strong hands-on experience in building Real World Artificial Intelligence Based Solutions using NLP, Computer I Vision and Edge Devices.

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