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if you want to understand chip architectures, work through the elements of computing systems (aka nand to tetris). it walks you through implementing your own cpu, gate by gate, plus an operating system, compiler, and tetris game, in a way tested to successfully fit inside of a single-semester undergraduate class. their hardware designs are pretty weird (their hdl looks nothing like any hdl you can actually synthesize hardware from, their descriptions of how gates work are oversimplified, and their instruction set architecture is pretty similar to the eclipse that kidder was writing about but completely unlike any current design) but that isn't really important

after completing the work in that book and raising investment capital for your company, you can honestly call yourself a fullstack engineer

— arm —

the best architecture to write assembly for is the arm—the original one, not thumb, which is a bit of a pain—and arm is also only slightly more complex to build than the fake-ass architecture in nand2tetris, and quite a bit faster. if you already know any assembly language, including the nand2tetris one, the best introduction to arm might not actually be any current tutorial but rather the vlsi arm3 datasheet from 01990 https://www.chiark.greenend.org.uk/~theom/riscos/docs/ARM3-d... which has a summary of the instruction set on p.1-7 (9/56) and a fully complete description on pp.3-12 to 3-43 (19/56 to 34/56)

as you probably know, the vast majority of the cpus around you run the arm instruction set or its thumb variant, although amd64 and aarch64 (arm64) are also significant. the current arm architecture reference manual describes all the new instructions that have been added since arm3, as well as thumb, which makes it enormous and intimidating, with a very low signal-to-noise ratio

if you don't know any assembly, the three best actual tutorials for arm that i've found are https://www.coranac.com/tonc/text/asm.htm (aimed at the gameboy advance), https://devblogs.microsoft.com/oldnewthing/20210531-00/?p=10... (aimed at windows 10, thumb-only), and https://azeria-labs.com/writing-arm-assembly-part-1/ (aimed at crackers). these are all much longer than the relevant part of the arm3 datasheet but will guide you through how to actually use the things

— teensy programs —

perhaps the best introduction to writing assembly language in general on current systems is https://www.muppetlabs.com/~breadbox/software/tiny/teensy.ht..., which is not really focused on assembly at all, but on understanding how the interface between the operating system (i386 linux in this case) and user programs work, which just happens to be at the assembly-language level

it's also a lot more fun to read than any of these except maybe kidder and levy

— risc-v —

the risc-v architecture is very similar to arm but simpler; however, it's a little more of a pain to program, and there aren't any high-performance implementations of it out there, something that's likely to change in the next few years. the part of the risc-v manual https://riscv.org/wp-content/uploads/2019/12/riscv-spec-2019... that corresponds to the part of the arm3 manual i recommended above is chapter 2, rv32i base integer instruction set, pp.13–29. this reflects an additional 30 years of computer architecture lessons from arm and its successors, and a lot of those lessons are helpfully explained in the italic notes in the text. geohot livecoded a full implementation of risc-v in verilog on his twitch stream a few years ago, so you can literally implement risc-v in an afternoon: https://github.com/geohot/twitchcore

gcc can compile to risc-v and generates decent code, and linux can run on it, but the risc-v that linux runs on is quite a bit hairier to implement than the rv32i isa; you have to implement the risc-v privileged isa

— if what you're interested in is how varied cpu architectures can be —

probably risc-v and arm won't do it for you

the nand2tetris 'hack' is pretty weird, and very similar not only to the dirty genitals nova, but also to chuck thacker's 'tiny computer for teaching' https://www.cl.cam.ac.uk/teaching/1112/ECAD+Arch/files/Thack... which is two pages of vhdl

weird in a different direction is the tera mta, which has 128 hardware threads and context-switches every clock cycle; the 11¢ padauk pmc251 microcontroller does the same thing (but with only two threads; padauk sells parts with up to four threads)

the tera mta was designed to compete in the vector supercomputer field originally defined by the cray-1, which had a very different architecture; the convex https://news.ycombinator.com/item?id=40979684 was very similar to the cray-1

in a sense, though, the cray wasn't really the first supercomputer; the cdc 6600, also designed by seymour cray, was, and it was arguably the first risc, in 01964

unlike all of these, the burroughs 5500 architecture had no registers, just a stack, and that's what smalltalk, java, and c# are based on

the 12-bit pdp-8 was the first really mass-produced computer, with over 50000 units sold, and its architecture is interestingly different from all of these, too; intersil produced a 4000-gate single-chip version, and the family was popular enough that there are pdp-8 hobbyists even today

most current numerical computation is being done on gpus, and i don't know what to recommend as reading material on gpus, which have bizarrely different instruction set architectures that use a model called 'simt', single instruction, multiple thread. if anyone does, let me know

finally, chuck moore's line of two-stack processors based on forth are a sadly underdeveloped branch of the genealogical tree; koopman's stack computers: the new wave https://users.ece.cmu.edu/~koopman/stack_computers/index.htm... goes into their historical development a bit. they had some significant success in the 80s (the novix nc4000 and the harris rtx2000) but the later members of the family (the sh-boom, the mup21, the stillborn f21, the intellasys seaforth 40c18, and the greenarrays ga4 and ga144 chips) have no real users, in part due to malfeasance—after losing a protracted lawsuit with moore, intellasys head dan leckrone now goes by 'mac leckrone', perhaps as a result

there are lots of other interestingly different instruction set architectures out there: s/360, 6502, amd64, pic16, the erim cytocomputer, the thinking machines cm4, the em-4 dataflow machine, the maxim maxq, the as/400, webassembly, vulkan spir-v, the hp 9825 desk calculator, saturn (used in the hp 48gx), etc.

i hope this is helpful!