Tiny8

From bare-metal computer architecture to Generative AI — an educational 8-bit AVR RISC CPU simulator with real-time interactive visualization

Tiny8 is a lightweight educational toolkit that bridges bare-metal computer architecture and modern Generative AI. Designed for hands-on learning and experimentation, it guides you through the full stack of computing — from 32 general-purpose registers, ALU operations, stack frames, and C compilation up to executing an iterative reverse-diffusion model synthesizing 28x28 MNIST digits directly on an AVR 8-bit RISC processor. With an interactive Vim-inspired terminal debugger, time-travel reverse execution, and a 32x32 TrueColor memory heatmap, Tiny8 lets you see, step through, and understand computation at every level.

Real-time generative reverse-diffusion synthesis (MNIST digit 8) executing at x5,000 speed in Tiny8 TUI (HEX mode for weight/LFSR init → PIXEL mode for reverse denoising trajectory)

Features

Modern Textual TUI Debugger & Dashboard

• Reactive Terminal Dashboard: Real-time panels with gradient heatmap bars, SREG condition timeline, call stack, and memory dump
• Bottom statusline: High-contrast mode badges (NORMAL, RUNNING, INSERT, COMMAND), file progress, and key hints (h: help)
• Interactive controls: Step forward/back (n/p), continue (c), toggle breakpoint (b), play/pause (Space), speed control (+/-), TUI application help guide (h / ?), and instruction inspector modal (i)
• Seamless Vim Editor: Press e anytime to jump into the built-in editor, modify code, and hit :run to debug

Built-in Vim-Style Modal Editor

• Standalone file creation & editing: Run tiny8 or tiny8 my_prog.c to create and edit files directly inside the terminal
• Complete Vim modes:
  • NORMAL: h/j/k/l movement, w/b word jump, 0/$ line limits, gg/G bounds, x delete char, dd delete line, yy yank, p paste, u undo, Ctrl+r redo
  • INSERT: Full typing with syntax highlighting, line numbers, and <Esc> to return to normal mode
  • COMMAND (:): :w (save), :w <file>, :q (exit), :wq / :x (save and run), :run (compile/assemble and launch debugger), :e <file> (switch file)

32x32 Heatmap Memory Dump & Diffusion Synthesis

• 32x32 Heatmap Memory Grid (1024 Bytes): TrueColor gradient heatmap background mapped directly to memory (0x0200..0x05FF VRAM default), rendering 28x28 MNIST handwritten digits directly inside the memory dump with 1:1 pixel aspect ratio.
• Embedded Generative AI: Iterative reverse-diffusion synthesis generating MNIST digits on Tiny8 AVR CPU (tiny8 examples/diffusion_mnist8.asm).
• Viridis & Grayscale Palettes: Supports both colorful Viridis heatmap and realistic MNIST Grayscale pixel display modes (toggle with g for gray/viridis and x for hex/pixel).
• Sample Programs: Native 28x28 diffusion generation (tiny8 examples/diffusion_mnist8.asm) showcasing real-time image synthesis on the 32x32 VRAM heatmap monitor.

Built-in C Compiler & Extensions

• Compile and run C programs directly: Write C code (.c) and execute on Tiny8 (tiny8 program.c)
• Enhanced C features: Character literals ('A', '#'), string literals, fixed-size arrays (int arr[4];), for loops, break;, logical && and ||, bit shifts << and >>, function calls, peek()/poke(), and VRAM helpers (vram_set, vram_get, vram_puts, vram_clear)
• Compile-to-assembly inspection: Generate and inspect clean Tiny8 assembly with -c flag

Optimized AVR Instruction Set

• Extended SRAM Addressing: LDS Rd, k (Load Direct from SRAM) and STS k, Rr (Store Direct to SRAM) for direct 16-bit address access
• 16-bit Pointer Pairs: Full support for pointer pairs Z (R31:R30), X (R27:R26), and Y (R29:R28) with LD and ST across the entire 64KB address space

Complete 8-bit Architecture

• 32 general-purpose registers (R0-R31)
• 8-bit ALU with arithmetic, logical, and bit manipulation operations
• Status register (SREG) with 8 condition flags
• 64KB address space for unified memory and I/O
• Stack operations with dedicated stack pointer
• AVR instruction set with 67 instructions compliant with Microchip DS40002198A

Educational Focus

• Clean, readable Python implementation
• Comprehensive examples (Fibonacci, bubble sort, factorial, and more)
• Step-by-step execution traces for debugging
• Full API documentation and instruction set reference

Quick Start

Installation

pip install tiny8

Your First Program

Create fibonacci.asm:

; Fibonacci Sequence Calculator
; Calculates the 10th Fibonacci number (F(10) = 55)
; F(0) = 0, F(1) = 1, F(n) = F(n-1) + F(n-2)
;
; Results stored in registers:
; R16 and R17 hold the two most recent Fibonacci numbers

    ldi r16, 0          ; F(0) = 0
    ldi r17, 1          ; F(1) = 1
    ldi r18, 9          ; Counter: 9 more iterations to reach F(10)

loop:
    add r16, r17        ; F(n) = F(n-1) + F(n-2)
    mov r19, r16        ; Save result temporarily
    mov r16, r17        ; Shift: previous = current
    mov r17, r19        ; Shift: current = new result
    dec r18             ; Decrement counter
    brne loop           ; Continue if counter != 0

done:
    jmp done            ; Infinite loop at end

Run it:

tiny8 fibonacci.asm            # Interactive Textual debugger
tiny8 examples/factorial.c     # Run C program directly in debugger
tiny8 examples/factorial.c -c  # Print compiled Tiny8 assembly

Python API

from tiny8 import CPU, assemble_file, compile_c

# Run assembly program
asm = assemble_file("fibonacci.asm")
cpu = CPU()
cpu.load_program(asm)
cpu.run(max_steps=1000)
print(f"Result: R17 = {cpu.read_reg(17)}")

# Or compile and run C code directly!
asm_from_c = compile_c("int main() { return 10 + 32; }")

Why Tiny8?

For Students — Write assembly, see immediate results with visual feedback. Understand how each instruction affects CPU state without abstractions.

For Educators — Interactive demonstrations, easy assignment creation, and generate animations for lectures.

For Hobbyists — Rapid algorithm prototyping at the hardware level with minimal overhead and an extensible, readable codebase.

Documentation

• Full Documentation — Complete API reference and guides
• Instruction Set Reference — All 60+ instructions
• CLI Guide — Terminal debugger keyboard shortcuts
• Examples — Sample programs with explanations
• Contributing — Guidelines for contributors

Interactive CLI Controls

The terminal debugger provides modern modal navigation and inspection capabilities.

Navigation & Execution Shortcuts

• n / p — Step forward / backward (+1 / -1)
• c — Continue run forward until next breakpoint, watchpoint, or program completion
• C (Shift+C) — Reverse continue run backward until previous breakpoint or watchpoint
• b — Toggle breakpoint at current PC
• Space — Play / pause automatic step execution
• + / - — Increase / decrease playback speed
• j / k (or J / K) — Scroll memory dump down / up (by 32-byte line or fast 128-byte page)
• e — Open full-screen Vim Editor for source code
• r — Reset execution to step 0
• h / ? — Open TUI application usage & keyboard guide modal
• i — Inspect specification & status details for the currently selected instruction
• q — Quit debugger

Tabbed Views (Inspector & Telemetry)

• Registers & Memory — Gradient heatmap bars for R0..R31 alongside 32x32 memory dump with TrueColor heatmap background (0x0200..0x05FF VRAM)
• C Variables — Live symbol table tracking C variable names, types, memory addresses, hex/dec values, and update status
• Call Stack — Dynamic function call backtrace reconstructed from execution calls and returns

Command Bar (press :)

• :<step> or :goto <step> — Jump directly to step number
• :b <pc> or :break <pc> — Toggle breakpoint at PC (0x000E or 14)
• :b <pc> if <expr> — Set conditional breakpoint (e.g. :b 10 if R16 == 42, :b 0x12 if mem[0x60] > 0)
• :bc or :clear — Clear all breakpoints and conditional breakpoints
• :watch <expr> or :w <expr> — Add watchpoint on register, memory address, or condition (e.g. :watch R0, :watch mem[0x60])
• :unwatch [expr] — Remove watchpoint or clear all watchpoints
• :mark <name> — Create bookmark for current execution state
• :'<name> or :goto <name> — Jump to bookmarked step
• :c or :run — Continue execution to next breakpoint
• :rc or :rev — Reverse continue execution backward
• :set R<n> <val> — Live modify register value in current state (e.g. :set R16 42)
• :poke <addr> <val> — Live modify memory value at address (e.g. :poke 0x60 255)
• :exec <instruction> — Mini REPL: assemble and execute an instruction on the fly (e.g. :exec LDI R17, 88)
• :mem <addr> or :m <addr> — Jump memory view to address (0x0060)
• :find <text> — Search forward for instruction
• :e [file] — Open Vim editor for file
• :r or :reset — Reset to step 0
• :h or :help — Show instruction reference modal
• :q or :quit — Exit tiny8
• <Esc> — Cancel command bar / close modal dialog

Examples

The examples/ directory contains programs demonstrating key concepts:

Example	Description
fibonacci.asm	Fibonacci sequence using registers
bubblesort.asm	Sorting algorithm with memory visualization
diffusion_mnist8.asm	Native 28x28 MNIST digit generation using an iterative reverse diffusion process
find_max.asm	Finding maximum value in array
is_prime.asm	Prime number checking algorithm
gcd.asm	Greatest common divisor (Euclidean algorithm)

Bubble Sort

Sort 32 pseudo-random bytes in ascending order (RAM 0x60..0x7F):

tiny8 examples/bubblesort.asm

Using Python

from tiny8 import CPU, assemble_file

cpu = CPU()
cpu.load_program(assemble_file("examples/bubblesort.asm"))
cpu.run()

print("Sorted:", [cpu.read_ram(i) for i in range(0x60, 0x80)])

CLI Options

Command Syntax

tiny8 [FILE] [OPTIONS]

General Options

Option	Description
-v, --version	Show version and exit
-e, --edit	Launch directly into Vim editor mode
--max-steps N	Maximum execution steps (default: until infinite loop or halt)
-c, --compile-only	Compile C program and print generated Tiny8 assembly without running

Interactive Controls (Textual TUI)

Key	Action
Space	Play / Pause auto execution
Shift+Space	Reverse playback auto execution
n	Step forward (+1 instruction)
p	Step backward (-1 instruction, time-travel)
c	Continue execution forward to next breakpoint
C (Shift+c)	Reverse continue backward to previous breakpoint
b	Toggle breakpoint on current instruction
:	Open command line prompt (e.g. :goto <step>, :b <pc>, :q)
j / k (or J / K)	Scroll memory viewport down / up by 32 bytes (or 128-byte fast page)
g	Toggle Grayscale / Viridis color palette
x	Toggle Hexadecimal digits (02X) / Graphic Pixel blocks
m	Cycle view modes (Viridis+Hex -> Viridis+Pixel -> Grayscale+Pixel -> Grayscale+Hex)
e	Launch full-screen Vim-style modal editor
h / ?	Open TUI Application Usage & Keyboard Guide
i	Open Instruction Reference modal (all 67 instructions)
+ / -	Increase / Decrease playback speed
r	Reset execution back to step 0
q	Quit debugger

Instruction Set Reference

Tiny8's instruction set strictly adheres to the official Microchip AVR® Instruction Set Manual (DS40002198A). All mnemonics are case-insensitive. Registers are specified as R0–R31, and immediates support decimal, hex (0xFF), and binary (0b11111111) notation.

Data Transfer

Instruction	Description (DS40002198A)	Operation	Example
LDI Rd, K	Load Immediate	Rd ← K (16 ≤ d ≤ 31)	ldi r16, 42
MOV Rd, Rr	Copy Register	Rd ← Rr	mov r17, r16
LD Rd, Rr	Load Indirect from Data Space	Rd ← (Rr)	ld r18, r26
ST Rr, Rs	Store Indirect to Data Space	(Rr) ← Rs	st r26, r18
LDS Rd, k	Load Direct from Data Space	Rd ← (k)	lds r16, 0x0200
STS k, Rr	Store Direct to Data Space	(k) ← Rr	sts 0x0200, r16
IN Rd, P	Load an I/O Location to Register	Rd ← P	in r16, 0x3F
OUT P, Rr	Store Register to an I/O Location	P ← Rr	out 0x3F, r16
PUSH Rr	Push Register on Stack	STACK ← Rr, SP ← SP - 1	push r16
POP Rd	Pop Register from Stack	SP ← SP + 1, Rd ← STACK	pop r16

Arithmetic Operations

Instruction	Description (DS40002198A)	Operation	Flags	Example
ADD Rd, Rr	Add without Carry	Rd ← Rd + Rr	H, S, V, N, Z, C	add r16, r17
ADC Rd, Rr	Add with Carry	Rd ← Rd + Rr + C	H, S, V, N, Z, C	adc r16, r17
ADIW Rd, K	Add Immediate to Word	Rd+1:Rd ← Rd+1:Rd + K	S, V, N, Z, C	adiw r24, 1
SUB Rd, Rr	Subtract without Carry	Rd ← Rd - Rr	H, S, V, N, Z, C	sub r16, r17
SUBI Rd, K	Subtract Immediate	Rd ← Rd - K	H, S, V, N, Z, C	subi r16, 10
SBC Rd, Rr	Subtract with Carry	Rd ← Rd - Rr - C	H, S, V, N, Z, C	sbc r16, r17
SBCI Rd, K	Subtract Immediate with Carry	Rd ← Rd - K - C	H, S, V, N, Z, C	sbci r16, 5
SBIW Rd, K	Subtract Immediate from Word	Rd+1:Rd ← Rd+1:Rd - K	S, V, N, Z, C	sbiw r24, 1
INC Rd	Increment	Rd ← Rd + 1	S, V, N, Z	inc r16
DEC Rd	Decrement	Rd ← Rd - 1	S, V, N, Z	dec r16
MUL Rd, Rr	Multiply Unsigned	R1:R0 ← Rd × Rr	Z, C	mul r16, r17
MULS Rd, Rr	Multiply Signed	R1:R0 ← Rd × Rr (signed)	Z, C	muls r16, r17
MULSU Rd, Rr	Multiply Signed with Unsigned	R1:R0 ← Rd × Rr (Rd signed, Rr unsigned)	Z, C	mulsu r16, r17
NEG Rd	Two's Complement Negation	Rd ← 0x00 - Rd	H, S, V, N, Z, C	neg r16

Logical & Bit Operations

Instruction	Description (DS40002198A)	Operation	Flags	Example
AND Rd, Rr	Logical AND	Rd ← Rd · Rr	S, V=0, N, Z	and r16, r17
ANDI Rd, K	Logical AND with Immediate	Rd ← Rd · K	S, V=0, N, Z	andi r16, 0x0F
OR Rd, Rr	Logical OR	Rd ← Rd ∨ Rr	S, V=0, N, Z	or r16, r17
ORI Rd, K	Logical OR with Immediate	Rd ← Rd ∨ K	S, V=0, N, Z	ori r16, 0x80
EOR Rd, Rr	Exclusive OR	Rd ← Rd ⊕ Rr	S, V=0, N, Z	eor r16, r17
COM Rd	One's Complement	Rd ← 0xFF - Rd	S, V=0, N, Z, C=1	com r16
CLR Rd	Clear Register (Alias: EOR Rd, Rd)	Rd ← Rd ⊕ Rd	S=0, V=0, N=0, Z=1	clr r16
SER Rd	Set Register (Alias: LDI Rd, 0xFF)	Rd ← 0xFF	None	ser r16
TST Rd	Test for Zero or Minus (Alias: AND Rd, Rd)	Rd ← Rd · Rd	S, V=0, N, Z	tst r16
SWAP Rd	Swap Nibbles	Rd(7..4) ↔ Rd(3..0)	None	swap r16
SBI P, b	Set Bit in I/O Register	I/O(P, b) ← 1	None	sbi 0x18, 3
CBI P, b	Clear Bit in I/O Register	I/O(P, b) ← 0	None	cbi 0x18, 3

Shifts & Rotates

Instruction	Description (DS40002198A)	Operation	Flags	Example
LSL Rd	Logical Shift Left (Alias: ADD Rd, Rd)	Rd ← Rd ≪ 1	H, S, V, N, Z, C	lsl r16
LSR Rd	Logical Shift Right	0 → Rd7 … Rd0 → C	S, V, N, Z, C	lsr r16
ASR Rd	Arithmetic Shift Right	Rd7 → Rd7 … Rd0 → C	S, V, N, Z, C	asr r16
ROL Rd	Rotate Left through Carry (Alias: ADC Rd, Rd)	C ← Rd7 … Rd0 ← C	H, S, V, N, Z, C	rol r16
ROR Rd	Rotate Right through Carry	C → Rd7 … Rd0 → C	S, V, N, Z, C	ror r16

Control Flow & Branches

Instruction	Description (DS40002198A)	Condition / Target	Flags	Example
JMP k	Jump	PC ← k	None	jmp loop
RJMP k	Relative Jump	PC ← PC + k + 1	None	rjmp -5
CALL k	Long Call to Subroutine	STACK ← PC + 1, PC ← k	None	call function
RCALL k	Relative Call to Subroutine	STACK ← PC + 1, PC ← PC + k + 1	None	rcall -10
RET	Return from Subroutine	PC ← STACK	None	ret
RETI	Return from Interrupt	PC ← STACK, I ← 1	I	reti
BREQ k	Branch if Equal	Z = 1	None	breq done
BRNE k	Branch if Not Equal	Z = 0	None	brne loop
BRCS k	Branch if Carry Set	C = 1	None	brcs overflow
BRCC k	Branch if Carry Clear	C = 0	None	brcc no_carry
BRLO k	Branch if Lower (Unsigned)	C = 1 (Alias for BRCS)	None	brlo lower
BRSH k	Branch if Same or Higher (Unsigned)	C = 0 (Alias for BRCC)	None	brsh same_or_higher
BRGE k	Branch if Greater or Equal (Signed)	S = 0 (N ⊕ V = 0)	None	brge positive
BRLT k	Branch if Less Than (Signed)	S = 1 (N ⊕ V = 1)	None	brlt negative
BRMI k	Branch if Minus	N = 1	None	brmi negative
BRPL k	Branch if Plus	N = 0	None	brpl positive

Compare & Skip Instructions

Instruction	Description (DS40002198A)	Operation	Flags	Example
CP Rd, Rr	Compare	Rd - Rr	H, S, V, N, Z, C	cp r16, r17
CPI Rd, K	Compare with Immediate	Rd - K	H, S, V, N, Z, C	cpi r16, 42
CPSE Rd, Rr	Compare Skip if Equal	Skip next if Rd = Rr	None	cpse r16, r17
SBRS Rd, b	Skip if Bit in Register is Set	Skip next if Rd(b) = 1	None	sbrs r16, 7
SBRC Rd, b	Skip if Bit in Register is Cleared	Skip next if Rd(b) = 0	None	sbrc r16, 7
SBIS P, b	Skip if Bit in I/O Register is Set	Skip next if I/O(P, b) = 1	None	sbis 0x16, 3
SBIC P, b	Skip if Bit in I/O Register is Cleared	Skip next if I/O(P, b) = 0	None	sbic 0x16, 3

MCU Control

Instruction	Description (DS40002198A)	Operation	Flags	Example
NOP	No Operation	None	None	nop
SEI	Set Global Interrupt Flag	I ← 1	I	sei
CLI	Clear Global Interrupt Flag	I ← 0	I	cli

Status Register (SREG) Flags

The 8-bit Status Register (SREG) contains condition flags updated by ALU instructions according to exact formulas defined in DS40002198A:

Bit	Flag	Name	DS40002198A Formula & Meaning
7	I	Global Interrupt Enable	Set by SEI, cleared by CLI
6	T	Bit Copy Storage	Bit copy buffer for BST / BLD
5	H	Half Carry Flag	Carry/borrow between bit 3 and bit 4 (BCD arithmetic)
4	S	Sign Bit	True algebraic sign test: S = N ⊕ V
3	V	Two's Complement Overflow	Set when signed arithmetic overflows range [-128, +127]
2	N	Negative Flag	Set if MSB is 1 (N = R7)
1	Z	Zero Flag	Set if result is zero (R == 0)
0	C	Carry / Borrow Flag	Unsigned carry from MSB (R7) or borrow

Flags are used for conditional branching and tracking arithmetic results.

Assembly Syntax Notes

• Comments: Use ; for line comments
• Labels: Must end with : (e.g., loop:)
• Registers: Case-insensitive R0-R31 (r16, R16 equivalent)
• Immediates: Decimal (42), hex (0x2A), binary (0b00101010)
• Whitespace: Flexible indentation, spaces/tabs interchangeable

Architecture Overview

CPU Components

• 32 General-Purpose Registers (R0-R31) — 8-bit working registers
• Program Counter (PC) — 16-bit, addresses up to 64KB
• Stack Pointer (SP) — 16-bit, grows downward from high memory
• Status Register (SREG) — 8 condition flags (I, T, H, S, V, N, Z, C)
• 64KB Address Space — Unified memory for RAM and I/O

Memory Map

0x0000 - 0x001F    General-Purpose Registers (R0 - R31) / System Reserved
0x0020 - 0x005F    I/O Registers (64 ports: 0x00 - 0x3F via IN/OUT)
0x0060 - 0x01FF    User SRAM (general variables & arrays start at 0x0060)
0x0200 - 0x05FF    32x32 Heatmap VRAM (1,024 bytes, writable visual memory)
0x0600 - 0xFFFF    Extended User SRAM (general data, heap & downward-growing stack)

Testing

pytest                                    # Run all tests
pytest --cov=src/tiny8 --cov-report=html  # With coverage
pytest tests/test_arithmetic.py           # Specific test file

Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

Areas for contribution: New instructions, example programs, documentation, visualizations, performance optimizations.

License

MIT License — see LICENSE for details.

Support

• Issues: GitHub Issues
• Discussions: GitHub Discussions
• Documentation: sql-hkr.github.io/tiny8

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