Topic Notes: Ever written code that was too slow because of excessive allocations, but didn't know where in your code they were coming from? Lessons learned while achieving a 100x speedup of TrajectoryOptimization.jl by eliminating allocations.

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Ever written code that was too slow because of excessive allocations, but didn't know where in your code they were coming from? In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course. Lessons learned while achieving a 100x speedup of TrajectoryOptimization.jl by eliminating allocations.

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Lessons learned while achieving a 100x speedup of TrajectoryOptimization.jl by eliminating allocations. In this video we make small changes to our N body simulation example to show various easy optimisation

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  • Ever written code that was too slow because of excessive allocations, but didn't know where in your code they were coming from?
  • In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course.
  • Lessons learned while achieving a 100x speedup of TrajectoryOptimization.jl by eliminating allocations.
  • In this video we make small changes to our N body simulation example to show various easy optimisation

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[08x02] Julia Performance Tips and Tools | How to use @time, @profile, @profview, @profview_allocs
Tools for fixing performance problems in Julia: ProfileView and Cthulhu
Most important tools for optimizing Julia code: @profview and @code_warntype
JuliaCon 2020 | Adventures in Avoiding Allocations | Brian Jackson
12. Optimisation Tips & Tricks [HPC in Julia]
Code Profiling and Optimization (in Julia)
Hunting Down Allocations with Julia 1.8's Allocation Profiler | N. Daly, P. Vilter | JuliaCon 2022
02. Assessment Information [HPC in Julia]
Beginner’s guide for using JuliaPro IDE
HPC Tools for Julia: Inspecting, Monitoring, and Tuning Performance | Carsten Bauer | JuliaCon 2023
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Open More Context
[08x02] Julia Performance Tips and Tools | How to use @time, @profile, @profview, @profview_allocs

[08x02] Julia Performance Tips and Tools | How to use @time, @profile, @profview, @profview_allocs

Read more details and related context about [08x02] Julia Performance Tips and Tools | How to use @time, @profile, @profview, @profview_allocs.

Tools for fixing performance problems in Julia: ProfileView and Cthulhu

Tools for fixing performance problems in Julia: ProfileView and Cthulhu

Read more details and related context about Tools for fixing performance problems in Julia: ProfileView and Cthulhu.

Most important tools for optimizing Julia code: @profview and @code_warntype

Most important tools for optimizing Julia code: @profview and @code_warntype

Read more details and related context about Most important tools for optimizing Julia code: @profview and @code_warntype.

JuliaCon 2020 | Adventures in Avoiding Allocations | Brian Jackson

JuliaCon 2020 | Adventures in Avoiding Allocations | Brian Jackson

Lessons learned while achieving a 100x speedup of TrajectoryOptimization.jl by eliminating allocations. Memory allocations can ...

12. Optimisation Tips & Tricks [HPC in Julia]

12. Optimisation Tips & Tricks [HPC in Julia]

In this video we make small changes to our N body simulation example to show various easy optimisation

Code Profiling and Optimization (in Julia)

Code Profiling and Optimization (in Julia)

In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course.

Hunting Down Allocations with Julia 1.8's Allocation Profiler | N. Daly, P. Vilter | JuliaCon 2022

Hunting Down Allocations with Julia 1.8's Allocation Profiler | N. Daly, P. Vilter | JuliaCon 2022

Ever written code that was too slow because of excessive allocations, but didn't know where in your code they were coming from?

02. Assessment Information [HPC in Julia]

02. Assessment Information [HPC in Julia]

In this video I will describe how this module is assessed. We

Beginner’s guide for using JuliaPro IDE

Beginner’s guide for using JuliaPro IDE

Read more details and related context about Beginner’s guide for using JuliaPro IDE.

HPC Tools for Julia: Inspecting, Monitoring, and Tuning Performance | Carsten Bauer | JuliaCon 2023

HPC Tools for Julia: Inspecting, Monitoring, and Tuning Performance | Carsten Bauer | JuliaCon 2023

Read more details and related context about HPC Tools for Julia: Inspecting, Monitoring, and Tuning Performance | Carsten Bauer | JuliaCon 2023.