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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-05-04 01:24:41 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-05-04 01:24:41 +0000
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+The Primitives Library
+
+Introduction
+------------
+The purpose of the primitives library is to give the freerdp code easy
+access to *run-time* optimization via SIMD operations. When the library
+is initialized, dynamic checks of processor features are run (such as
+the support of SSE3 or Neon), and entrypoints are linked to through
+function pointers to provide the fastest possible operations. All
+routines offer generic C alternatives as fallbacks.
+
+Run-time optimization has the advantage of allowing a single executable
+to run fast on multiple platforms with different SIMD capabilities.
+
+
+Use In Code
+-----------
+A singleton pointing to a structure containing the function pointers
+is accessed through primitives_get(). The function pointers can then
+be used from that structure, e.g.
+
+ primitives_t *prims = primitives_get();
+ prims->shiftC_16s(buffer, shifts, buffer, 256);
+
+Of course, there is some overhead in calling through the function pointer
+and setting up the SIMD operations, so it would be counterproductive to
+call the primitives library for very small operation, e.g. initializing an
+array of eight values to a constant. The primitives library is intended
+for larger-scale operations, e.g. arrays of size 64 and larger.
+
+
+Initialization and Cleanup
+--------------------------
+Library initialization is done the first time primitives_init() is called
+or the first time primitives_get() is used. Cleanup (if any) is done by
+primitives_deinit().
+
+
+Intel Integrated Performance Primitives (IPP)
+---------------------------------------------
+If freerdp is compiled with IPP support (-DWITH_IPP=ON), the IPP function
+calls will be used (where available) to fill the function pointers.
+Where possible, function names and parameter lists match IPP format so
+that the IPP functions can be plugged into the function pointers without
+a wrapper layer. Use of IPP is completely optional, and in many cases
+the SSE operations in the primitives library itself are faster or similar
+in performance.
+
+
+Coverage
+--------
+The primitives library is not meant to be comprehensive, offering
+entrypoints for every operation and operand type. Instead, the coverage
+is focused on operations known to be performance bottlenecks in the code.
+For instance, 16-bit signed operations are used widely in the RemoteFX
+software, so you'll find 16s versions of several operations, but there
+is no attempt to provide (unused) copies of the same code for 8u, 16u,
+32s, etc.
+
+
+New Optimizations
+-----------------
+As the need arises, new optimizations can be added to the library,
+including NEON, AVX, and perhaps OpenCL or other SIMD implementations.
+The CPU feature detection is done in winpr/sysinfo.
+
+
+Adding Entrypoints
+------------------
+As the need for new operations or operands arises, new entrypoints can
+be added.
+ 1) Function prototypes and pointers are added to
+ include/freerdp/primitives.h
+ 2) New module initialization and cleanup function prototypes are added
+ to prim_internal.h and called in primitives.c (primitives_init()
+ and primitives_deinit()).
+ 3) Operation names and parameter lists should be compatible with the IPP.
+ IPP manuals are available online at software.intel.com.
+ 4) A generic C entrypoint must be available as a fallback.
+ 5) prim_templates.h contains macro-based templates for simple operations,
+ such as applying a single SSE operation to arrays of data.
+ The template functions can frequently be used to extend the
+ operations without writing a lot of new code.
+
+Cache Management
+----------------
+I haven't found a lot of speed improvement by attempting prefetch, and
+in fact it seems to have a negative impact in some cases. Done correctly
+perhaps the routines could be further accelerated by proper use of prefetch,
+fences, etc.
+
+
+Testing
+-------
+In the test subdirectory is an executable (prim_test) that tests both
+functionality and speed of primitives library operations. Any new
+modules should be added to that test, following the conventions already
+established in that directory. The program can be executed on various
+target hardware to compare generic C, optimized, and IPP performance
+with various array sizes.
+