Finite Field Assembly:Emulate GPU on CPU Howto
Finite Field Assembly (FF-asm) is a low-level programming language that emulates GPU-like parallel computing capabilities on CPUs through recursive computing and finite field mathematics, without requiring actual GPU hardware or traditional parallelization methods.
View MoreHow to Use Finite Field Assembly:Emulate GPU on CPU
Install Prerequisites: Install GNU MP Bignum library (libgmp) and obtain ff_asm_runtime.h and ff_asm_primes.h files from the official GitHub repository
Set Up Project Directory: Create a new directory and place ff_asm_runtime.h and ff_asm_primes.h files in it. This will be your working directory.
Create Hello World Program: Create a file named 01_HelloWorld.c that initializes an 8-bit unsigned integer finite field. Include the required headers and write code to allocate memory, set field order, append data and print the field.
Compile and Run: Compile using command: gcc 01_HelloWorld.c -lgmp -lm -o m.o && ./m.o
Implement Addition: Create a new file for recursive addition operations using ff_asmAdd() function. This allows performing multiple additions simultaneously through recursive computing.
Implement Multiplication: Create another file to implement multiplication using ff_asmMultiply() function. Make sure to increase field order to accommodate larger results.
Memory Management: Always use ff_asmMalloc() to allocate memory for fields and ff_asmFreeField() to free memory when done.
Debug and Print: Use ff_asmDataDebug() to prepare data for printing and ff_asmPrintField() to display the field contents and verify results.
Optimize Field Orders: Adjust field orders in fieldOrder array based on your computation needs - larger orders allow for bigger numbers but use more memory.
Finite Field Assembly:Emulate GPU on CPU FAQs
FF-asm is a programming language founded on the idea that math is mostly invented rather than discovered. It's an extension of C that enables programmers to create their own mathematical systems using finite fields as the basic data structure. Its main feature is recursive computing - performing calculations inside other calculations.
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