Content for Optimizing Page (#90)

* (WIP) Optimising and measuring

* Simplify introduction

* Add a really contrived non-example of optimized code

* Finish measurements subsection

* Add skeleton of Benchmark suites section

* [WIP] Parallelism

* Write the efficient types subsection

* Add reference to Accessors.jl

* Write about AllocCheck and BangBang

* Remove reference to StaticCompiler

* [WIP] Detecting instabilities (JET, Cthulhu)

* [WIP] All about profilers!

* Finish Profiling and start on Concurrency

* Rework parallelism/concurrency intro

* Finish the multi-threading section.

* [WIP] Start writing the distributed section

* Add explanation of unified concurrency model

* Finish explaining Distributed (TODO: MPI/Elemental)

* Update Concurrency tldr

* Discuss MPI and Elemental

* [SIMD] CPU instructions

* Write: ThreadingUtilities ecosystem and SIMD.

* Small wording (, particularly)

* Rename section

* [WIP] instruction-level vectorization

* Remove block causing CI failure

* Uncomment @btime/@benchmark code

* Fix SA example, remove most comments

* Does this fix it?

* Fix benchmarking in first section

* Add Chairmarks content and benchmark output

* Reviewed until the end of benchmarking

* Proofread to the start of precompilation

* Remove parallelism

* Add main

* Remove junk

---------

Co-authored-by: Guillaume Dalle <[email protected]>

Author: jacobusmmsmit

Manifest.toml

@@ -1,6 +1,6 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.10.1"
+julia_version = "1.10.4"
 manifest_format = "2.0"
 project_hash = "fd73ef33d480b0816d7728a667dba4ef62c44c52"
 
@@ -20,9 +20,9 @@ uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
+git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.8"
+version = "0.1.9"
 
 [[deps.CRC32c]]
 uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc"
@@ -35,9 +35,9 @@ version = "0.7.4"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
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 [[deps.Dates]]
 deps = ["Printf"]
@@ -65,15 +65,15 @@ version = "0.7.1"
 
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-git-tree-sha1 = "ac7b73d562b8f4287c3b67b4c66a5395a19c1ae8"
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 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
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@@ -114,9 +114,9 @@ uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 
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@@ -163,15 +163,15 @@ version = "2.0.0"
 
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-git-tree-sha1 = "51901a49222b09e3743c65b8847687ae5fc78eb2"
+git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4"
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 deps = ["Artifacts", "JLLWrappers", "Libdl"]
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 [[deps.OrderedCollections]]
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@@ -185,15 +185,15 @@ version = "1.10.0"
 
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+version = "1.4.3"
 
 [[deps.Printf]]
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@@ -242,9 +242,9 @@ deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
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optimizing/Project.toml

@@ -1,3 +1,6 @@
 [deps]
+Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
+AllocCheck = "9b6a8646-10ed-4001-bbdc-1d2f46dfbb1a"
 Cthulhu = "f68482b8-f384-11e8-15f7-abe071a5a75f"
 JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
+StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"