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TORRENT DETAILS
Udemy - MATLAB Parallel Programming On GPUs, Cores And CPUs
TORRENT SUMMARY
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With practical examples on every parallel programming concept including training NN and deep learning model
What you'll learn
Run Deep learning models in parallel on GPUs
Learn the difference between cores, CPUs and GPUs
Learn the concept of multi-threading in MATLAB with examples
Learn the concept of multi-workers in MATLAB with examples
measuring the performance of each parallel computing code
Learn how to convert your code to parallel computing to increase the performance
Run MATLAB files and functions in the background
Using GPUs to execute and Run MATLAB functions (Excellent performance)
Requirements
MATLAB basics
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 1-The-concept-of-cores-CPUs-and-GPUs.pdf
904.5 KB
~Get Your Files Here !/01 - Introduction/001 The concept of cores, CPUs and GPUs (important).mp4
131.1 MB
~Get Your Files Here !/01 - Introduction/001 The concept of cores, CPUs and GPUs (important)_en.srt
19.8 KB
~Get Your Files Here !/01 - Introduction/002 2-The-difference-between-the-cores-and-the-logical-processors.pdf
195.1 KB
~Get Your Files Here !/01 - Introduction/002 The difference between the cores and the logical processors.mp4
41.9 MB
~Get Your Files Here !/01 - Introduction/002 The difference between the cores and the logical processors_en.srt
5.4 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/001 cpu1.m
155 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/001 Lecture-3-and-4.pdf
194.3 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/001 Practical examples on the multi-threading concept.mp4
112.6 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/001 Practical examples on the multi-threading concept_en.srt
16 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/001 tttt.m
159 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/002 Practical examples on the multi-workers concept.mp4
104.6 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/002 Practical examples on the multi-workers concept_en.srt
18.6 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/002 test1.m
156 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/002 test2.m
161 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/003 How to control the number of cores that execute your code(practical examples).mp4
152 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/003 How to control the number of cores that execute your code(practical examples)_en.srt
21 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/004 4 mistakes when using parfor loop (be carful about them).mp4
29.7 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/004 4 mistakes when using parfor loop (be carful about them)_en.srt
5.7 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/004 mistakes1.m
95 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/004 mistakes2.m
97 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/005 Nested parfor loops.mp4
71.5 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/005 Nested parfor loops_en.srt
10.9 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/005 nested1.m
165 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/005 nested2.m
204 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/005 nested3.m
204 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/006 nested-loops Calculating the amount of data sent to each core.mp4
24.1 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/006 nested-loops Calculating the amount of data sent to each core_en.srt
4.6 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/006 nested2.m
202 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/006 nested3.m
202 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/007 Functions in parfor loop.mp4
25.4 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/007 Functions in parfor loop_en.srt
5 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/007 funh1.m
55 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/007 funh2.m
61 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/008 red.m
49 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/008 Reduction variables (independence) in parfor loop.mp4
49.4 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/008 Reduction variables (independence) in parfor loop_en.srt
8.3 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/009 displaying values inside the parfor loop.mp4
26.7 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/009 displaying values inside the parfor loop_en.srt
5 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/009 var1.m
139 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/009 var2.m
145 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/010 Single instruction multiple data (SPMD).mp4
112.5 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/010 Single instruction multiple data (SPMD)_en.srt
16.2 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/010 test1.m
284 B
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/011 Run MATLAB functions in background using parfeval.mp4
87.7 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/011 Run MATLAB functions in background using parfeval_en.srt
15.6 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/012 Run MATLAB files in background using batch jobs.mp4
46.3 MB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/012 Run MATLAB files in background using batch jobs_en.srt
7.8 KB
~Get Your Files Here !/02 - Multi-threading and Multi-cores with practical examples/external-assets-links.txt
303 B
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/001 Check if your GPU supports parallel computing with MATLAB.mp4
57.4 MB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/001 Check if your GPU supports parallel computing with MATLAB_en.srt
6 KB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/002 Read the GP information in MATLAB.mp4
15.8 MB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/002 Read the GP information in MATLAB_en.srt
3.1 KB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/003 k2.m
102 B
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/003 kk.m
127 B
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/003 Running MATLAB functions on GPUs.mp4
73 MB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/003 Running MATLAB functions on GPUs_en.srt
10.8 KB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/004 Important Notations to run functions on GPUs (Sharpen an image).mp4
54.6 MB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/004 Important Notations to run functions on GPUs (Sharpen an image)_en.srt
6.6 KB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/004 kk1.m
382 B
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/005 Running codes on multiple GPUs.mp4
36.2 MB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/005 Running codes on multiple GPUs_en.srt
5.1 KB
~Get Your Files Here !/03 - GPU parallel programming in MATLAB/external-assets-links.txt
172 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/001 cores-NN1.m
241 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/001 CPU-NN1.m
198 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/001 create-NN.m
92 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/001 GPU-NN1.m
264 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/001 M-CPU-NN.m
2.8 KB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/001 Train the neural networks in parallel using GPUS in detail.mp4
290.5 MB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/001 Train the neural networks in parallel using GPUS in detail_en.srt
35.6 KB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/002 cores-NN1.m
241 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/002 create-NN.m
92 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/002 Using multi-GPUs for training the neural networks.mp4
38.5 MB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/002 Using multi-GPUs for training the neural networks_en.srt
6.4 KB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/003 DL-CPU.m
1.5 KB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/003 dl4d.m
593 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/003 Training deep learning model in parallel using GPUs.mp4
128.2 MB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/003 Training deep learning model in parallel using GPUs_en.srt
14.3 KB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/004 GPU-NN1.m
264 B
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/004 Train deep NN in the background in parallel.mp4
54.8 MB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/004 Train deep NN in the background in parallel_en.srt
9 KB
~Get Your Files Here !/04 - Run Deep learning and Neural network GPUS (parallel)/external-assets-links.txt
