2. DO YOU NEED ASSEMBLY?

Well, I wouldn't want to interfere with what you're doing, but here are a few advice from hard-earned experience.

2.1 Pros and Cons

The advantages of Assembly

Assembly can express very low-level things:

• you can access machine-dependent registers and I/O.
• you can control the exact behavior of code in critical sections that might involve hardware or I/O lock-ups
• you can break the conventions of your usual compiler, which might allow some optimizations (like temporarily breaking rules about GC, threading, etc).
• get access to unusual programming modes of your processor (e.g. 16 bit code for startup or BIOS interface on Intel PCs)
• you can build interfaces between code fragments using incompatible conventions (e.g. produced by different compilers, or separated by a low-level interface).
• you can produce reasonably fast code for tight loops to cope with a bad non-optimizing compiler (but then, there are free optimizing compilers available!)
• you can produce hand-optimized code that's perfectly tuned for your particular hardware setup, though not to anyone else's.
• you can write some code for your new language's optimizing compiler (that's something few will ever do, and even they, not often).

The disadvantages of Assembly

Assembly is a very low-level language (the lowest above hand-coding the binary instruction patterns). This means

• it's long and tedious to write initially,
• it's very bug-prone,
• your bugs will be very difficult to chase,
• it's very difficult to understand and modify, i.e. to maintain.
• the result is very non-portable to other architectures, existing or future,
• your code will be optimized only for a certain implementation of a same architecture: for instance, among Intel-compatible platforms, each CPU design and variation (bus width, relative speed and size of CPU/caches/RAM/Bus/disks presence of FPU, MMX extensions, etc) implies potentially completely different optimization techniques. CPU designs already include Intel 386, 486, Pentium, PPro, Pentium II; Cyrix 5x86, 6x86; AMD K5, K6. New designs keep appearing, so don't expect either this listing or your code to be up-to-date.
• your code might also be unportable accross different OS platforms on the same architecture, by lack of proper tools. (well, GAS seems to work on all platforms; NASM seems to work or be workable on all intel platforms).
• you spend more time on a few details, and can't focus on small and large algorithmic design, that are known to bring the largest part of the speed up. [e.g. you might spend some time building very fast list/array manipulation primitives in assembly; only a hash table would have sped up your program much more; or, in another context, a binary tree; or some high-level structure distributed over a cluster of CPUs]
• a small change in algorithmic design might completely invalidate all your existing assembly code. So that either you're ready (and able) to rewrite it all, or you're tied to a particular algorithmic design;
• On code that ain't too far from what's in standard benchmarks, commercial optimizing compilers outperform hand-coded assembly (well, that's less true on the x86 architecture than on RISC architectures, and perhaps less true for widely available/free compilers; anyway, for typical C code, GCC is fairly good);
• And in any case, as says moderator John Levine on comp.compilers, ``compilers make it a lot easier to use complex data structures, and compilers don't get bored halfway through and generate reliably pretty good code.'' They will also correctly propagate code transformations throughout the whole (huge) program when optimizing code between procedures and module boundaries.

Assessment

All in all, you might find that though using assembly is sometimes needed, and might even be useful in a few cases where it is not, you'll want to:

• minimize the use of assembly code,
• encapsulate this code in well-defined interfaces
• have your assembly code automatically generated from patterns expressed in a higher-level language than assembly (e.g. GCC inline-assembly macros).
• have automatic tools translate these programs into assembly code
• have this code be optimized if possible
• All of the above, i.e. write (an extension to) an optimizing compiler back-end.

Even in cases when Assembly is needed (e.g. OS development), you'll find that not so much of it is, and that the above principles hold.

See the sources for the Linux kernel about it: as little assembly as needed, resulting in a fast, reliable, portable, maintainable OS. Even a successful game like DOOM was almost massively written in C, with a tiny part only being written in assembly for speed up.

2.2 How to NOT use Assembly

General procedure to achieve efficient code

As says Charles Fiterman on comp.compilers about human vs computer-generated assembly code,

``The human should always win and here is why.

• First the human writes the whole thing in a high level language.
• Second he profiles it to find the hot spots where it spends its time.
• Third he has the compiler produce assembly for those small sections of code.
• Fourth he hand tunes them looking for tiny improvements over the machine generated code.

Languages with optimizing compilers

Languages like ObjectiveCAML, SML, CommonLISP, Scheme, ADA, Pascal, C, C++, among others, all have free optimizing compilers that'll optimize the bulk of your programs, and often do better than hand-coded assembly even for tight loops, while allowing you to focus on higher-level details, and without forbidding you to grab a few percent of extra performance in the above-mentionned way, once you've reached a stable design. Of course, there are also commercial optimizing compilers for most of these languages, too!

Some languages have compilers that produce C code, which can be further optimized by a C compiler. LISP, Scheme, Perl, and many other are suches. Speed is fairly good.

General procedure to speed your code up

As for speeding code up, you should do it only for parts of a program that a profiling tool has consistently identified as being a performance bottleneck.

Hence, if you identify some code portion as being too slow, you should

• first try to use a better algorithm;
• then try to compile it rather than interpret it;
• then try to enable and tweak optimization from your compiler;
• then give the compiler hints about how to optimize (typing information in LISP; register usage with GCC; lots of options in most compilers, etc).
• then possibly fallback to assembly programming

Finally, before you end up writing assembly, you should inspect generated code, to check that the problem really is with bad code generation, as this might really not be the case: compiler-generated code might be better than what you'd have written, particularly on modern multi-pipelined architectures! Slow parts of a program might be intrinsically so. Biggest problems on modern architectures with fast processors are due to delays from memory access, cache-misses, TLB-misses, and page-faults; register optimization becomes useless, and you'll more profitably re-think data structures and threading to achieve better locality in memory access. Perhaps a completely different approach to the problem might help, then.

Inspecting compiler-generated code

There are many reasons to inspect compiler-generated assembly code. Here are what you'll do with such code:

• check whether generated code can be obviously enhanced with hand-coded assembly (or by tweaking compiler switches)
• when that's the case, start from generated code and modify it instead of starting from scratch
• more generally, use generated code as stubs to modify, which at least gets right the way your assembly routines interface to the external world
• track down bugs in your compiler (hopefully rarer)

The standard way to have assembly code be generated is to invoke your compiler with the -S flag. This works with most Unix compilers, including the GNU C Compiler (GCC), but YMMV. As for GCC, it will produce more understandable assembly code with the -fverbose-asm command-line option. Of course, if you want to get good assembly code, don't forget your usual optimization options and hints!