[ WebToolTip.com ] Udemy - CUDA for Engineers - Accelerating Deep Learning PyTorch 2026

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1. Introducing the Course.mp4

47 MB

~Get Your Files Here !/1 - Introduction/2. Part1.Cuda Course.pdf

1.2 MB

~Get Your Files Here !/1 - Introduction/2. Why AI should be fast on GPU.mp4

38 MB

~Get Your Files Here !/1 - Introduction/3. Overview on GPU architectures and it's relation with Accelerations.mp4

62 MB

~Get Your Files Here !/1 - Introduction/4. Cases when to use CUDA Go no-Go use cases.mp4

27 MB

~Get Your Files Here !/2 - CUDA Environment and setup/10. Lab0. Training a Vanilla Network Locally with CUDA.mp4

17 MB

~Get Your Files Here !/2 - CUDA Environment and setup/10. Lab0. Training a Vanilla Network with CUDA.ipynb.bin

4.2 kB

~Get Your Files Here !/2 - CUDA Environment and setup/5. CUDA setup Overview.html

13 kB

~Get Your Files Here !/2 - CUDA Environment and setup/5. Part2.Cuda Course.pdf

2.4 MB

~Get Your Files Here !/2 - CUDA Environment and setup/6. Prerequisites for Running CUDA Locally.mp4

132 MB

~Get Your Files Here !/2 - CUDA Environment and setup/6. setting_up_cuda.pdf

302 kB

~Get Your Files Here !/2 - CUDA Environment and setup/7. Installing Pytorch For GPU.mp4

17 MB

~Get Your Files Here !/2 - CUDA Environment and setup/8. Setting up CUDA in Google Colab.mp4

32 MB

~Get Your Files Here !/2 - CUDA Environment and setup/9. Setting up CUDA in Kaggle.mp4

37 MB

~Get Your Files Here !/3 - CUDA Fundamentals/1. CUDA Fundamentals.html

21 kB

~Get Your Files Here !/3 - CUDA Fundamentals/11. Overview.html

12 kB

~Get Your Files Here !/3 - CUDA Fundamentals/12. Cuda Programming Model Overview.mp4

22 MB

~Get Your Files Here !/3 - CUDA Fundamentals/12. Part3. Cuda Fundamentals.pdf

1.7 MB

~Get Your Files Here !/3 - CUDA Fundamentals/13. Cuda Heterogenous Computing.mp4

8.2 MB

~Get Your Files Here !/3 - CUDA Fundamentals/14. Writing Your First CUDA Kernel The 6-Step Execution Flow.mp4

25 MB

~Get Your Files Here !/3 - CUDA Fundamentals/15. Lab 1.1 Writing a Cuda Kernel For Vector Addition in Google Colab.mp4

39 MB

~Get Your Files Here !/3 - CUDA Fundamentals/16. Parallel Computing Cuda Blocks, Grids, Threads and Indexing.mp4

55 MB

~Get Your Files Here !/3 - CUDA Fundamentals/17. Lab 1.2 Implementing Threads, Blocks and Grids concept into our CUDA code.mp4

32 MB

~Get Your Files Here !/3 - CUDA Fundamentals/18. Lab 1.3 Understanding Thread Indexing and Recapitulation.mp4

23 MB

~Get Your Files Here !/3 - CUDA Fundamentals/2. Cuda Fundamentals Part 2.html

21 kB

~Get Your Files Here !/3 - CUDA Fundamentals/Lab 1 Resources and Correction.html

1.4 kB

~Get Your Files Here !/3 - CUDA Fundamentals/Lab1. Cuda_Kernels_With_Google_Colab.ipynb

29 kB

~Get Your Files Here !/3 - CUDA Fundamentals/Lab1cor_Cuda_Kernels_With_Google_Colab.ipynb

31 kB

~Get Your Files Here !/3 - CUDA Fundamentals/Parallel Matrix Multiplication.html

2.5 kB

~Get Your Files Here !/4 - Profiling & Performance Analysis/19. Module Overview.html

12 kB

~Get Your Files Here !/4 - Profiling & Performance Analysis/20. Why do we need profiling.mp4

16 MB

~Get Your Files Here !/4 - Profiling & Performance Analysis/21. Profiling and typical bottlenecks.mp4

20 MB

~Get Your Files Here !/4 - Profiling & Performance Analysis/22. Pytorch Profiler.mp4

80 MB

~Get Your Files Here !/4 - Profiling & Performance Analysis/23. Lab 2 Profiling With Tensorboard.mp4

69 MB

~Get Your Files Here !/4 - Profiling & Performance Analysis/23. Lab2_tensorboard_with_pytorch.ipynb.bin

9.0 MB

~Get Your Files Here !/4 - Profiling & Performance Analysis/24. CLI Monitoring.html

14 kB

~Get Your Files Here !/4 - Profiling & Performance Analysis/25. Nvidia Nsight Profiler.html

17 kB

~Get Your Files Here !/5 - Pytorch With CUDA/26. Module Overview.html

11 kB

~Get Your Files Here !/5 - Pytorch With CUDA/27. Cuda With Pytorch.ipynb.bin

52 kB

~Get Your Files Here !/5 - Pytorch With CUDA/27. Cuda With Pytorch.pdf

168 kB

~Get Your Files Here !/5 - Pytorch With CUDA/27. Programing fundamentals of CUDA using Pytorch.mp4

65 MB

~Get Your Files Here !/5 - Pytorch With CUDA/28. Lab 3 Executing CUDA programs and commands with Pytorch.html

7.5 kB

~Get Your Files Here !/5 - Pytorch With CUDA/29. Lab 3.1 Generalities, Device Informations, Tensor Operations.mp4

97 MB

~Get Your Files Here !/5 - Pytorch With CUDA/30. Lab 3.2 Neural Networks on GPU.mp4

108 MB

~Get Your Files Here !/5 - Pytorch With CUDA/31. Lab 3.3 Memory Management.mp4

57 MB

~Get Your Files Here !/5 - Pytorch With CUDA/32. Lab 3.4 Profiling a Neural Network.mp4

102 MB

~Get Your Files Here !/5 - Pytorch With CUDA/33. Best Practices.html

13 kB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/34. Project Introduction.html

13 kB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/35. Project Overview.mp4

26 MB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/35. Project1local. Accelerating a CNN on CIFAR dataset.ipynb.bin

440 kB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/36. First Speedup Moving Computation to GPU.mp4

62 MB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/37. Profiling and Performance Analysis.html

16 kB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/38. Understanding the Host-to-Device Transfer Bottleneck.html

14 kB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/39. Pinning Memory and Asynchronous transfers.mp4

82 MB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/40. Data Prefetching.html

14 kB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/41. The Impact of Batch Size.mp4

36 MB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/42. Multiprocess Data Loading.mp4

81 MB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/43. Mixed Precision Training (AMP).mp4

60 MB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/43. Part6.7. Automatic Mixed Precision.pdf

275 kB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/44. Implementing and Benchmarking AMP.mp4

78 MB

~Get Your Files Here !/6 - Project 1 Acceleration of a CNN for Multiclass Classification/45. Extend the Project.html

13 kB

~Get Your Files Here !/7 - Project 2 Acceleration of a MobileNet for embedded Computer Vision/46. End To End Project Tutorial.html

15 kB

~Get Your Files Here !/7 - Project 2 Acceleration of a MobileNet for embedded Computer Vision/Implementation exercice Accelerating a MobileNet for embedded Computer Vision.html

3.3 kB

~Get Your Files Here !/7 - Project 2 Acceleration of a MobileNet for embedded Computer Vision/Project2. Mobilenet_CIFAR10_Acceleration.ipynb

954 kB

~Get Your Files Here !/7 - Project 2 Acceleration of a MobileNet for embedded Computer Vision/Project2Correction. Mobilenet_CIFAR10_Acceleration copy.ipynb

958 kB

~Get Your Files Here !/8 - Project 3 Introduction To Distributed Training With TensorFlow/47. End To End Project Tutorial.html

13 kB

~Get Your Files Here !/8 - Project 3 Introduction To Distributed Training With TensorFlow/48. Data parallelism vs Model Parallelism.mp4

47 MB

~Get Your Files Here !/Bonus Resources.txt

70 B