Looking for all Flynn's Taxonomy example code for C/C++ or Python code
for understanding
The Taxonomy is more about computer architecture per se.
Let us start SIMD, from Wikipedia one can read:
Single instruction, multiple data (SIMD) is a class of parallel
computers in Flynn's taxonomy.It describes
computers with multiple processing elements that perform the same
operation on multiple data points simultaneously. Such machines
exploit data level parallelism, but not concurrency: there are
simultaneous (parallel) computations, but only a single process
(instruction) at a given moment.
in OpenMP you can use the SIMD directive, namely:
#pragma omp simd
for ( i = 0; i < n; i++ )
a[i] = b[i] * c[i];
Regarding SISD, from the Wikipedia one can read:
In computing, SISD (single instruction stream, single data stream) is
a computer architecture in which a single uni-core processor executes
a single instruction stream, to operate on data stored in a single
memory.
This is not such much about the code but rather how it will be executed in the underlying architecture. A code that reflect this concept would be:
for(int i = 0; i < N; i++)
a[i]++;
Regarding MISD, from the Wikipedia one can read:
In computing, MISD (multiple instruction, single data) is a type of
parallel computing architecture where many functional units perform
different operations on the same data. Pipeline architectures belong
to this type, though a purist might say that the data is different
after processing by each stage in the pipeline.
for(int i = 0; i < N; i++)
a[i] = 10 * a[i] + a[i] / 2;
Regarding MIMD, from the Wikipedia one can read:
In computing, MIMD (multiple instruction, multiple data) is a
technique employed to achieve parallelism. Machines using MIMD have a
number of processors that function asynchronously and independently.
For this you could have a MPI application with two processes where each processes executes two different applications.
