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computer vision
Active Contours Camera Models Color Edge Detection Histogram of Oriented Gradients Hough Transform Image Features Image Segmentation Instance Segmentation Linear Filters Object Detection Optical Flow Patch Extraction Sampling and Aliasing Scale Invariant Feature Transforms Segmentation via Clustering Stereo Vision Transformers for Computer Vision
gpu programming
CUDA Architecture CUDA Memory Architecture GPU Pattern: Convolution GPU Pattern: Parallel Histogram GPU Pattern: Parallel Scan GPU Pattern: Reduction GPU Pattern: Stencils Heterogeneous Data Parallel Computing Introduction to GPGPU Programming Multidimensional Grids and Data Parallel Sorting Algorithms Profiling CUDA Applications Sparse Matrix Computation
machine learning
Boosting Clustering Convolutional Neural Networks Decision Trees Fine-Tuning LLMs Gradient Boosting Kernels Linear Discriminant Analysis Linear Regression Logistic Regression Markov Decision Processes Naive Bayes Neural Networks Perceptron Policy Gradient Methods Positional Encoding Pretraining Large Language Models Probability Theory Regularization Reinforcement Learning Sequential Minimal Optimization Support Vector Machine
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//Gpgpu

  • 19 Apr 2024
  • Gpgpu, Cuda

Dynamic Parallelism

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  • 15 Apr 2024
  • Gpgpu

NVIDIA Visual Profiler Quickstart Guide

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  • 15 Apr 2024
  • Gpgpu, Deep Learning

Using the cuDNN Library

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  • 06 Apr 2024
  • Gpgpu

Parallel Graph Traversal

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  • 31 Mar 2024
  • Gpgpu

Parallel Sorting Algorithms

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  • 30 Mar 2024
  • Gpgpu

Sparse Matrix Computation

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  • 28 Feb 2024
  • Gpgpu

GPU Pattern: Merge

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  • 14 Feb 2024
  • Gpgpu

GPU Pattern: Parallel Scan

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  • 05 Feb 2024
  • Gpgpu

GPU Pattern: Reduction

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  • 29 Jan 2024
  • Gpgpu

GPU Pattern: Parallel Histogram

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  • 22 Jan 2024
  • Gpgpu, Computer Science

GPU Pattern: Stencils

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  • 15 Jan 2024
  • Gpgpu, Computer Science

GPU Pattern: Convolution

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  • 15 Jan 2024
  • Gpgpu, CUDA

Profiling CUDA Applications

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  • 14 Jan 2024
  • Gpgpu, Computer Science

GPU Performance Basics

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  • 11 Jan 2024
  • Gpgpu, Computer Science

CUDA Memory Architecture

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  • 08 Jan 2024
  • Gpgpu, Computer Science

CUDA Architecture

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  • 05 Jan 2024
  • Gpgpu, Computer Science

Multidimensional Grids and Data

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  • 30 Dec 2023
  • Gpgpu, Computer Science

Heterogeneous Data Parallel Computing

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  • 20 Dec 2023
  • Cuda, Gpgpu

Introduction to GPGPU Programming

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  • 24 Feb 2022
  • Gpgpu

Segmentation via Clustering

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