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6,631 results

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 1 - Why Parallelism? Why Efficiency?

Challenges of parallelizing code, motivations for parallel chips, processor basics To follow along with the course, visit the course ...

1:12:22
Stanford CS149 I Parallel Computing I 2023 I Lecture 1 - Why Parallelism? Why Efficiency?

74,652 views

1 year ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 2 - A Modern Multi-Core Processor

Forms of parallelism: multi-core, SIMD, and multi-threading To follow along with the course, visit the course website: ...

1:16:14
Stanford CS149 I Parallel Computing I 2023 I Lecture 2 - A Modern Multi-Core Processor

26,250 views

1 year ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 4 - Parallel Programming Basics

Ways of thinking about parallel programs, thought process of parallelizing a program in data parallel and shared address space ...

1:17:14
Stanford CS149 I Parallel Computing I 2023 I Lecture 4 - Parallel Programming Basics

17,469 views

1 year ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 7 - GPU architecture and CUDA Programming

CUDA programming abstractions, and how they are implemented on modern GPUs To follow along with the course, visit the ...

1:18:47
Stanford CS149 I Parallel Computing I 2023 I Lecture 7 - GPU architecture and CUDA Programming

22,357 views

1 year ago

Stanford Online
Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 7: Parallelism 1

For more information about Stanford's online Artificial Intelligence programs visit: https://stanford.io/ai To learn more about ...

1:24:42
Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 7: Parallelism 1

30,424 views

7 months ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 10 - Efficiently Evaluating DNNs on GPUs

Efficiently scheduling DNN layers, mapping convs to matrix-multiplication, transformers, layer fusion To follow along with the ...

1:20:27
Stanford CS149 I Parallel Computing I 2023 I Lecture 10 - Efficiently Evaluating DNNs on GPUs

6,215 views

1 year ago

Stanford
Parallel Programming 2.0

November 7, 2007 lecture by Renee James and Wei Li for the Stanford University Computer Systems Colloquium (EE 380).

1:00:03
Parallel Programming 2.0

22,432 views

17 years ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 8 - Data-Parallel Thinking

Data-parallel operations like map, reduce, scan, prefix sum, groupByKey To follow along with the course, visit the course website: ...

1:17:49
Stanford CS149 I Parallel Computing I 2023 I Lecture 8 - Data-Parallel Thinking

8,242 views

1 year ago

Stanford
Parallel Computing: Its Opportunities and Challenges

(March 30, 2009) Victor W. Lee.

1:07:21
Parallel Computing: Its Opportunities and Challenges

7,971 views

12 years ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 11 - Cache Coherence

Definition of memory coherence, invalidation-based coherence using MSI and MESI, false sharing To follow along with the course ...

1:20:37
Stanford CS149 I Parallel Computing I 2023 I Lecture 11 - Cache Coherence

5,883 views

1 year ago

Stanford
Starting a Productivity Revolution in Parallel Computation

(November 4, 2009) Anwar Ghuloum of Intel Corporation discusses Intel's Ct technology, which aims to provide a tool for ...

1:23:00
Starting a Productivity Revolution in Parallel Computation

2,027 views

15 years ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 15 - Domain Specific Programming Languages

Performance/productivity motivations for DSLs, case studies on several DSLs To follow along with the course, visit the course ...

1:18:53
Stanford CS149 I Parallel Computing I 2023 I Lecture 15 - Domain Specific Programming Languages

3,722 views

1 year ago

Stanford Online
Stanford CS149 I 2023 I Lecture 3 - Multi-core Arch Part II + ISPC Programming Abstractions

To follow along with the course, visit the course website: https://gfxcourses.stanford.edu/cs149/fall23/ Kayvon Fatahalian ...

1:16:19
Stanford CS149 I 2023 I Lecture 3 - Multi-core Arch Part II + ISPC Programming Abstractions

17,781 views

1 year ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 18 - Hardware Specialization

Energy-efficient computing, motivation for heterogeneous processing, fixed-function processing, FPGAs, mobile SoCs To follow ...

1:11:48
Stanford CS149 I Parallel Computing I 2023 I Lecture 18 - Hardware Specialization

4,007 views

1 year ago

Stanford Online
Stanford CS149 I 2023 I Lecture 9 - Distributed Data-Parallel Computing Using Spark

Producer-consumer locality, RDD abstraction, Spark implementation and scheduling To follow along with the course, visit the ...

1:17:54
Stanford CS149 I 2023 I Lecture 9 - Distributed Data-Parallel Computing Using Spark

8,556 views

1 year ago

Stanford Online
Stanford CS149 I Parallel Computing I 2023 I Lecture 16 - Transactional Memory 1

Motivation for transactions, design space of transactional memory implementations. To follow along with the course, visit the ...

1:20:21
Stanford CS149 I Parallel Computing I 2023 I Lecture 16 - Transactional Memory 1

3,763 views

1 year ago

Stanford
Computer Architecture is Back: Parallel Computing Landscape

January 31, 2007 lecture by Dave Patterson for the Stanford University Computer Systems Colloquium (EE 380). A diverse group ...

1:14:35
Computer Architecture is Back: Parallel Computing Landscape

46,301 views

17 years ago

Stanford Online
Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 8: Parallelism 2

For more information about Stanford's online Artificial Intelligence programs visit: https://stanford.io/ai To learn more about ...

1:15:10
Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 8: Parallelism 2

19,040 views

7 months ago

Stanford Online
Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 4 - LLM Training

For more information about Stanford's graduate programs, visit: https://online.stanford.edu/graduate-education October 17, 2025 ...

1:47:27
Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 4 - LLM Training

32,455 views

2 months ago

Stanford Online
Stanford CS231N | Spring 2025 | Lecture 11: Large Scale Distributed Training

For more information about Stanford's online Artificial Intelligence programs visit: https://stanford.io/ai To learn more about ...

1:12:53
Stanford CS231N | Spring 2025 | Lecture 11: Large Scale Distributed Training

29,395 views

3 months ago