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June 2022 - Update 1

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Soul: Extended and split "Optimization I" slides
Ecosystem:
    - added a few references
Optimization I
    - greatly improved memory hierarchy section
    - added references and applied many fixes
    - added single-Thread Performance Trend
    - rewrote Ahmdal's law section
    - removed roofline model & bitmask slide
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Federico
2022-06-23 23:01:49 -07:00
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@ -21,25 +21,26 @@ If you enjoy the course or you find it useful, please add a **Star**
## CHAPTERS ## CHAPTERS
| | TITLE | MAIN FOCUS | | | TITLE | MAIN FOCUS |
| ------ | ----------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------- | | ------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ----------------------------------------------------------------------------------------- |
| **1** | **[Introduction](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/01.Introduction.pdf)** | History of C/C++, Areas of Applications, Course introduction | | **1** | **[Introduction](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/01.Introduction.pdf)** | History of C/C++, Areas of Applications, Course introduction |
| **2** | **[Basic Concepts I - Fundamental Types](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/02.Basic_Concepts_I.pdf)** | Integral data types, floating-point, operators, and conversion | | **2** | **[Basic Concepts I - Fundamental Types](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/02.Basic_Concepts_I.pdf)** | Integral data types, floating-point, operators, and conversion |
| **3** | **[Basic Concepts II - Entities and Control Flow](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/03.Basic_Concepts_II.pdf)** | Enumerators, structures, control flow statements | | **3** | **[Basic Concepts II - Entities and Control Flow](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/03.Basic_Concepts_II.pdf)** | Enumerators, structures, control flow statements |
| **4** | **[Basic Concepts III - Memory Management](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/04.Basic_Concepts_III.pdf)** | Heap, Stack, pointers, references, const property, conversion operators | | **4** | **[Basic Concepts III - Memory Management](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/04.Basic_Concepts_III.pdf)** | Heap, Stack, pointers, references, const property, conversion operators |
| **5** | **[Basic Concepts IV - Functions and Preprocessing](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/05.Basic_Concepts_IV.pdf)** | Functions, lambda expressions, preprocessing directives | | **5** | **[Basic Concepts IV - Functions and Preprocessing](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/05.Basic_Concepts_IV.pdf)** | Functions, lambda expressions, preprocessing directives |
| **6** | **[C++ Object Oriented Programming I](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/06.Object_Oriented_I.pdf)** | Class hierarchy, constructor, destructor, class keywords | | **6** | **[C++ Object Oriented Programming I - Class Concepts](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/06.Object_Oriented_I.pdf)** | Class hierarchy, constructor, destructor, class keywords |
| **7** | **[C++ Object Oriented Programming II](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/07.Object_Oriented_II.pdf)** | Polymorphism, operators overloading | | **7** | **[C++ Object Oriented Programming II - Polymorphism and Operator Overloading](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/07.Object_Oriented_II.pdf)** | Polymorphism, operators overloading |
| **8** | **[C++ Templates and Meta-programming I](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/08.Templates_I.pdf)** | Function template, type traits | | **8** | **[C++ Templates and Meta-programming I - Function Templates and Compile-Time Utilities](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/08.Templates_I.pdf)** | Function template, type traits |
| **9** | **[C++ Templates and Meta-programming II](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/09.Templates_II.pdf)** | Class template, SFINAE | **9** | **[C++ Templates and Meta-programming II - Class Templates and SFINAE](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/09.Templates_II.pdf)** | Class template, SFINAE |
| **10** | **[Translation Units](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/10.Translation_Units.pdf)** | Dealing with multiple translation units and files, namespace | | **10** | **[Translation Units](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/10.Translation_Units.pdf)** | Dealing with multiple translation units and files, namespace |
| **11** | **[Code Conventions](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/11.Code_Convention.pdf)** | Project organization and main code conventions | | **11** | **[Code Conventions](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/11.Code_Convention.pdf)** | Project organization and main code conventions |
| **12** | **[Ecosystem](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/12.Ecosystem.pdf)** | Debugging, testing, building, documenting tools | | **12** | **[Ecosystem](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/12.Ecosystem.pdf)** | Debugging, testing, building, documenting tools |
| **13** | **[Utilities](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/13.Utilities.pdf)** | Main `std` libraries | | **13** | **[Utilities](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/13.Utilities.pdf)** | Main `std` libraries |
| **14** | **[Containers, Iterators, and Algorithms](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/14.Iterators_Containers_Alg.pdf)** | Containers, iterators, algorithms | | **14** | **[Containers, Iterators, and Algorithms](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/14.Iterators_Containers_Alg.pdf)** | Containers, iterators, algorithms |
| **15** | **[Advanced Topics](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/15.Advanced_Topics.pdf)** | Move semantics, error handling, C++ idioms | | **15** | **[Advanced Topics](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/15.Advanced_Topics.pdf)** | Move semantics, error handling, C++ idioms |
| **16** | **[Optimization I](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/16.Optimization_I.pdf)** | Code optimizations, e.g. arithmetic, memory, etc. | | **16** | **[Optimization I - Basic Concepts](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/16.Optimization_I.pdf)** | Ahmdal Law, performance bounds, architecture concepts (ILP, SIMD, etc.), memory hierarchy |
| **17** | **[Optimization II](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/17.Optimization_II.pdf)** | Compiler optimizations, profiling and benchmarking tools | | **17** | **[Optimization II - Code Optimization](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/17.Optimization_II.pdf)** | Arithmetic optimizations, memory optimizations, etc. |
| **18** | **[Optimization III - Non-Coding Optimizations and Benchmarking](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/18.Optimization_III.pdf)** | Compiler optimizations, profiling and benchmarking tools |
## TOPICS ## TOPICS
@ -85,7 +86,7 @@ If you enjoy the course or you find it useful, please add a **Star**
* **Function Objects and Lambda Expressions**: Function pointer, Function object (or Functor), Capture list, Other features, Capture list and classes * **Function Objects and Lambda Expressions**: Function pointer, Function object (or Functor), Capture list, Other features, Capture list and classes
* **Preprocessing**: Preprocessors, Common errors, Useful macro, Stringizing operator (`#`), `#pragma` and `#error`, Token-Pasting Operator (`##`), Variadic Macro * **Preprocessing**: Preprocessors, Common errors, Useful macro, Stringizing operator (`#`), `#pragma` and `#error`, Token-Pasting Operator (`##`), Variadic Macro
**[6. C++ Object Oriented Programming I](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/06.Object_Oriented_I.pdf)** **[6. C++ Object-Oriented Programming I - Class Concepts](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/06.Object_Oriented_I.pdf)**
* **C++ Classes**: RAII Idiom * **C++ Classes**: RAII Idiom
* **Class Hierarchy**: Access specifiers, Inheritance access specifiers * **Class Hierarchy**: Access specifiers, Inheritance access specifiers
@ -95,21 +96,21 @@ If you enjoy the course or you find it useful, please add a **Star**
* **Defaulted Members** (`= default`) * **Defaulted Members** (`= default`)
* **Class Keywords**: `this`, `static`, `const`, `mutable`, `using`, `friend`, `delete` * **Class Keywords**: `this`, `static`, `const`, `mutable`, `using`, `friend`, `delete`
**[7. C++ Object Oriented Programming II](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/07.Object_Oriented_II.pdf)** **[7. C++ Object-Oriented Programming II - Polymorphism and Operator Overloading](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/07.Object_Oriented_II.pdf)**
* **Polymorphism**: `virtual` methods, Virtual table, `override` keyword, `final` keyword, Common errors, Pure virtual method, Abstract class and interface * **Polymorphism**: `virtual` methods, Virtual table, `override` keyword, `final` keyword, Common errors, Pure virtual method, Abstract class and interface
* **Inheritance Casting and Run-time Type Identification** * **Inheritance Casting and Run-time Type Identification**
* **Operator Overloading**: Overview, Subscript operator `[]`, Comparison operator `<`, Spaceship operator `<=>` Function call operator `()`, Conversion operator `T()`, Return type overloading resolution, Increment and decrement operators `++`/`--`, Assignment operator `=`, Stream operator `<<`, Operator Notes * **Operator Overloading**: Overview, Subscript operator `[]`, Comparison operator `<`, Spaceship operator `<=>` Function call operator `()`, Conversion operator `T()`, Return type overloading resolution, Increment and decrement operators `++`/`--`, Assignment operator `=`, Stream operator `<<`, Operator Notes
* **C++ Special Objects**: Aggregate, Trivial class, Standard-layout class, Plain old data (POD), Hierarchy * **C++ Special Objects**: Aggregate, Trivial class, Standard-layout class, Plain old data (POD), Hierarchy
**[8. C++ Templates and Meta-programming I](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/08.Templates_I.pdf)** **[8. C++ Templates and Meta-programming I - Function Templates and Compile-Time Utilities](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/08.Templates_I.pdf)**
* **Function Template**: Overview, Template parameters, Template parameter - default value, Specialization, Overloading, `auto` deduction * **Function Template**: Overview, Template parameters, Template parameter - default value, Specialization, Overloading, `auto` deduction
* **Compile-Time Utilities**: `static_assert`, `decltype` Keyword, `using` Keyword * **Compile-Time Utilities**: `static_assert`, `decltype` Keyword, `using` Keyword
* **Type Traits**: Overview, Type traits library, Type manipulation, Type relation and transformation * **Type Traits**: Overview, Type traits library, Type manipulation, Type relation and transformation
* **Template Parameters**: Overview, Special cases * **Template Parameters**: Overview, Special cases
**[9. C++ Templates and Meta-programming II](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/09.Templates_II.pdf)** **[9. C++ Templates and Meta-programming II -  - Class Templates and SFINAE](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/09.Templates_II.pdf)**
* **Class Template**: Class specialization, Class + Function - specialization, `friend` keyword, Dependent names, Template variable * **Class Template**: Class specialization, Class + Function - specialization, `friend` keyword, Dependent names, Template variable
* **Template Meta-Programming** * **Template Meta-Programming**
@ -195,18 +196,23 @@ If you enjoy the course or you find it useful, please add a **Star**
* **Smart pointers**: `std::unique_ptr`, `std::shared_ptr`, `std::weak_ptr` * **Smart pointers**: `std::unique_ptr`, `std::shared_ptr`, `std::weak_ptr`
* **Concurrency**: Thread Methods, Mutex, Atomic, Task-based parallelism * **Concurrency**: Thread Methods, Mutex, Atomic, Task-based parallelism
**[16. Optimization I](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/16.Optimization_I.pdf)** **[16. Optimization I - Basic Concepts](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/16.Optimization_I.pdf)**
* **Overview**
* **Basic Concepts**: Asymptotic complexity, Time-Memory Trade-off, Developing Cycle, Ahmdal's law, Throughput, Bandwidth, Latency, Performance bounds, Arithmetic intensity
* **Architecture Concepts**: Instruction-level parallelism, Little’s law, Data-level parallelism, Thread-level parallelism, RISC, CISC Instruction sets
* **Memory Hierarchy**: Memory hierarchy concepts, Memory locality, Internal structure alignment, External structure alignment
**[17. Optimization II - Code Optmization](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/17.Optimization_II.pdf)**
* **General Concepts**: Asymptotic complexity, Optimization cycle, Ahmdal's Law, Throughput, Bandwidth, Latency, Performance Bounds, Arithmetic Intensity
* **Basic Architecture Concepts**: Instruction-level parallelism, Little’s Law, Data-level parallelism, thread-level parallelism, RISC, CISC Instruction sets
* **I/O Operations**: `printf`, Memory Mapped I/O, Speed up raw data loading * **I/O Operations**: `printf`, Memory Mapped I/O, Speed up raw data loading
* **Locality and Memory Access Patterns**: Memory hierarchy, Memory locality, Internal structure alignment, External structure alignment * **Memory Optimizations**
* **Arithmetic**: Data types, Operations, Conversion, Floating-point, Compiler intrinsic functions, Value in a Range, Lookup Table * **Arithmetic**: Data types, Operations, Conversion, Floating-point, Compiler intrinsic functions, Value in a Range, Lookup Table
* **Control Flow**: Loop hoisting, Loop unrolling, Branch hints, Recursion * **Control Flow**: Loop hoisting, Loop unrolling, Branch hints, Recursion
* **Functions**: Function call cost, Argument passing, Function optimizations, Function inlining, Pointers Aliasing * **Functions**: Function call cost, Argument passing, Function optimizations, Function inlining, Pointers Aliasing
* **C++ Objects**: C++ Objects Optimizations * **C++ Objects**: Object RAII optimizations
**[17. Optimization II](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/17.Optimization_II.pdf)** **[18. Optimization III - Non-Coding Optimizations and Benchmarking](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/18.Optimization_III.pdf)**
* **Compiler Optimizations**: About the compiler, Architecture flags, Optimization flags, Help the Compiler to produce better code, Profile guided optimization (PGO) * **Compiler Optimizations**: About the compiler, Architecture flags, Optimization flags, Help the Compiler to produce better code, Profile guided optimization (PGO)
* **Compiler Transformation Techniques** * **Compiler Transformation Techniques**