filmov
tv
Systolic Arrays: The coolest way to multiply matrices
Показать описание
EXTRA NOTES:
The way I count the multiplies and adds is different from the way they are counted from a math perspective. In this video, when several multiplications happen in parallel (in one time step), I count it as one multiply, but from a math perspective they would still be counted as separate multiplies. The Strassen algorithm actually reduces the raw number of operations without using parallel computing.
- Multiply and add computations are referred to as MACs (Multiply-Accumulate) in the electrical/computer engineering community.
- In this video, I kept track of the number of multiplies and adds, but not the number of times each algorithm had to store and load the data in the memory. However, the idea is still the same: systolic arrays can shrink the number of stores and loads needed to compute the multiplication.
- More details:
Music:
Phoenix Wright Ace Attorney - Investigation Core 2001
Donkey Kong Country Returns - Automatic Action
The way I count the multiplies and adds is different from the way they are counted from a math perspective. In this video, when several multiplications happen in parallel (in one time step), I count it as one multiply, but from a math perspective they would still be counted as separate multiplies. The Strassen algorithm actually reduces the raw number of operations without using parallel computing.
- Multiply and add computations are referred to as MACs (Multiply-Accumulate) in the electrical/computer engineering community.
- In this video, I kept track of the number of multiplies and adds, but not the number of times each algorithm had to store and load the data in the memory. However, the idea is still the same: systolic arrays can shrink the number of stores and loads needed to compute the multiplication.
- More details:
Music:
Phoenix Wright Ace Attorney - Investigation Core 2001
Donkey Kong Country Returns - Automatic Action
0:02:39
Systolic Arrays: The coolest way to multiply matrices
0:00:10
Systolic array multiplier animated | Learning Manim - part 2 #Shorts
0:09:06
Systolic Array Architecture 1/2 (Lorenzo Di Tucci)
1:04:51
Computer Architecture - Lecture 27: Systolic Arrays (ETH Zürich, Fall 2020)
0:56:05
Episode 8: Systolic Arrays
0:57:19
Optimal Systolic Array Design for Deep Learning Acceleration
0:12:26
Systolic Array Architecture 2/2 (Lorenzo Di Tucci)
0:16:55
EE5332 L10.1 - Introduction to Systolic Arrays
0:01:39
Evolvable Hardware System based on a Systolic Array
0:10:07
Day 7: Systolic Arrays and TPU: Sparsh Mittal
1:04:59
Design of Digital Circuits - Lecture 19b: Systolic Arrays and Beyond (ETH Zürich, Spring 2019)
0:20:26
Dual-Side Sparse Systolic Array Architecture for Accelerating Convolutional Neural Network Training
0:17:11
A Simple 2D Convolution Using Systolic Arrays
0:00:20
Systolic Array for Neural Network #1
0:00:20
Systolic Array for Neural Network #2
0:52:05
Digital Design & Computer Arch. - Lecture 19b: Systolic Arrays and Beyond (ETH Zürich, Spring 20...
0:01:10
CSE 125 Final Project - Systolic Array
0:21:46
lec 32 systolic arrays continued
0:10:11
Day 7: Systolic Array: Sparsh Mittal
0:27:40
EE5332 L10.2 - Mapping algorithms to systolic arrays
0:09:37
lec 31 introduction to systolic arrays
1:04:55
Digital Design & Computer Arch. - Lecture 18b: Systolic Arrays and Beyond (ETH Zürich, Spring 20...
0:01:15
Toward Functional Safety of Systolic Array Based Deep Learning Hardware Accelerators
0:23:39
Dry Run of Image Convolution on Matlab Using MPNA-Systolic Array
Комментарии