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If the language exposes feedback as a) Tj T* 0 Tw (first-class primitive, all these patterns compose without special cases.) Tj T* ET Q Q q -1 0 0 1 57.02362 113.8236 cm +1 0 0 1 57.02362 77.82362 cm q BT 1 0 0 1 0 38 Tm 5.742038 Tw 12 TL /F1 10 Tf 0 0 0 rg (Scheme discovered this in 1975 with ) Tj /F5 10 Tf (call-with-current-continuation) Tj /F1 10 Tf (. But most Scheme) Tj T* 0 Tw .086835 Tw (implementations compromise: they limit continuations to escape-only, implement them via ) Tj /F5 10 Tf (setjmp) Tj /F1 10 Tf (/) Tj /F5 10 Tf (longjmp) Tj /F1 10 Tf T* 0 Tw .712256 Tw (on the C stack, or require CPS transformation that obscures the source. Lumbda takes a different path: an) Tj T* 0 Tw (explicit frame stack that makes continuations a data structure, not a stack manipulation trick.) Tj T* ET Q Q + +endstream +endobj +125 0 obj +<< +/Length 4740 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 82.62362 cm +1 0 0 1 57.02362 751.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (2. Architecture: One File, Two Evaluators) Tj T* ET Q Q q -1 0 0 1 57.02362 66.62362 cm +1 0 0 1 57.02362 735.8236 cm Q - -endstream -endobj -119 0 obj -<< -/Length 5277 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 367.445 cm +1 0 0 1 57.02362 338.245 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1119,54 +1160,54 @@ Q Q Q q -1 0 0 1 57.02362 359.445 cm +1 0 0 1 57.02362 330.245 cm Q q -1 0 0 1 57.02362 341.445 cm +1 0 0 1 57.02362 312.245 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Lumbda implements two evaluation strategies in a single 3,743-line Python file:) Tj T* ET Q Q q -1 0 0 1 57.02362 299.445 cm +1 0 0 1 57.02362 270.245 cm q BT 1 0 0 1 0 26 Tm 1.151411 Tw 12 TL /F3 10 Tf 0 0 0 rg (Tree-walking interpreter) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (leval) Tj /F1 10 Tf (\): The default mode. Walks the AST directly, handles all forms including) Tj T* 0 Tw 3.328196 Tw (macro definitions, record types, & dynamic features. Suitable for interactive development & complex) Tj T* 0 Tw (metaprogramming.) Tj T* ET Q Q q -1 0 0 1 57.02362 257.445 cm +1 0 0 1 57.02362 228.245 cm q BT 1 0 0 1 0 26 Tm .557565 Tw 12 TL /F3 10 Tf 0 0 0 rg (Bytecode compiler + VM) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (_bc) Tj /F1 10 Tf ( + ) Tj /F5 10 Tf (_vm_loop) Tj /F1 10 Tf (\): Enabled with ) Tj /F5 10 Tf (--fast) Tj /F1 10 Tf ( or ) Tj /F5 10 Tf (\(auto-compile!) Tj ( ) Tj (#t\)) Tj /F1 10 Tf (. Compiles) Tj T* 0 Tw .84589 Tw (Scheme expressions to a stack-based bytecode, then executes on a virtual machine with an explicit frame) Tj T* 0 Tw (stack. Achieves 7--19x speedups on recursive & iterative workloads.) Tj T* ET Q Q q -1 0 0 1 57.02362 203.445 cm +1 0 0 1 57.02362 174.245 cm q BT 1 0 0 1 0 38 Tm 1.065596 Tw 12 TL /F1 10 Tf 0 0 0 rg (Both evaluators share the same type system, environment model, & built-in function library. The bytecode) Tj T* 0 Tw 1.668334 Tw (compiler handles: ) Tj /F5 10 Tf (if) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (begin) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (and) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (or) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (when) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (unless) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (cond) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (define) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (set!) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (lambda) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (let) Tj /F1 10 Tf (, named-let,) Tj T* 0 Tw 1.459882 Tw /F5 10 Tf (let*) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (letrec) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (do) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf (, & function calls with tail-call optimization. Macros expand at compile time.) Tj T* 0 Tw (Forms the compiler cannot handle fall back to the interpreter via ) Tj /F5 10 Tf (OP_EVAL) Tj /F1 10 Tf (.) Tj T* ET Q Q q -1 0 0 1 57.02362 177.445 cm +1 0 0 1 57.02362 148.245 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (2.1 Type System) Tj T* ET Q Q q -1 0 0 1 57.02362 159.445 cm +1 0 0 1 57.02362 130.245 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Core types stay minimal:) Tj T* ET Q Q q -1 0 0 1 57.02362 153.445 cm +1 0 0 1 57.02362 124.245 cm Q q -1 0 0 1 57.02362 153.445 cm +1 0 0 1 57.02362 124.245 cm Q q -1 0 0 1 57.02362 141.445 cm +1 0 0 1 57.02362 112.245 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1188,10 +1229,10 @@ Q Q Q q -1 0 0 1 57.02362 135.445 cm +1 0 0 1 57.02362 106.245 cm Q q -1 0 0 1 57.02362 123.445 cm +1 0 0 1 57.02362 94.24503 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1213,10 +1254,10 @@ Q Q Q q -1 0 0 1 57.02362 117.445 cm +1 0 0 1 57.02362 88.24503 cm Q q -1 0 0 1 57.02362 105.445 cm +1 0 0 1 57.02362 76.24503 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1238,64 +1279,14 @@ Q Q Q q -1 0 0 1 57.02362 99.44503 cm -Q -q -1 0 0 1 57.02362 87.44503 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Proc) Tj /F1 10 Tf (: Interpreted procedure \(params, rest, body, env, name\)) Tj T* ET -Q -Q -q -Q -Q -Q -q -1 0 0 1 57.02362 81.44503 cm -Q -q -1 0 0 1 57.02362 69.44503 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (CompiledProc) Tj /F1 10 Tf (: Bytecode procedure \(CodeObj, params, rest, env, name\)) Tj T* ET -Q -Q -q -Q -Q -Q -q -1 0 0 1 57.02362 63.44503 cm +1 0 0 1 57.02362 70.24503 cm Q endstream endobj -120 0 obj +126 0 obj << -/Length 6896 +/Length 6876 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET @@ -1314,7 +1305,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (FullCont) Tj /F1 10 Tf (: First-class continuation \(frames, stack, ip, instrs, env, vm_id\)) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Proc) Tj /F1 10 Tf (: Interpreted procedure \(params, rest, body, env, name\)) Tj T* ET Q Q q @@ -1339,7 +1330,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Macro) Tj /F1 10 Tf (: Wraps a transformer \(Proc or _SyntaxTransformer\)) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (CompiledProc) Tj /F1 10 Tf (: Bytecode procedure \(CodeObj, params, rest, env, name\)) Tj T* ET Q Q q @@ -1364,6 +1355,56 @@ Q q 1 0 0 1 23 -3 cm q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (FullCont) Tj /F1 10 Tf (: First-class continuation \(frames, stack, ip, instrs, env, vm_id\)) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 711.0236 cm +Q +q +1 0 0 1 57.02362 699.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Macro) Tj /F1 10 Tf (: Wraps a transformer \(Proc or _SyntaxTransformer\)) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 693.0236 cm +Q +q +1 0 0 1 57.02362 681.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Env) Tj /F1 10 Tf (: Lexical environment chain \(bindings dict, parent pointer, global pointer\)) Tj T* ET Q Q @@ -1372,34 +1413,34 @@ Q Q Q q -1 0 0 1 57.02362 699.0236 cm +1 0 0 1 57.02362 663.0236 cm Q q -1 0 0 1 57.02362 669.0236 cm +1 0 0 1 57.02362 633.0236 cm q BT 1 0 0 1 0 14 Tm .618556 Tw 12 TL /F1 10 Tf 0 0 0 rg (Exact rational arithmetic uses Python's ) Tj /F5 10 Tf (Fraction) Tj /F1 10 Tf ( type. ) Tj /F5 10 Tf (\(/) Tj ( ) Tj (1) Tj ( ) Tj (3\)) Tj /F1 10 Tf ( evaluates to ) Tj /F5 10 Tf (1/3) Tj /F1 10 Tf (, not ) Tj /F5 10 Tf (0.333...) Tj /F1 10 Tf (. Literal) Tj T* 0 Tw /F5 10 Tf (1/3) Tj /F1 10 Tf ( syntax parses directly to rationals.) Tj T* ET Q Q q -1 0 0 1 57.02362 643.0236 cm +1 0 0 1 57.02362 607.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (2.2 The Bytecode) Tj T* ET Q Q q -1 0 0 1 57.02362 625.0236 cm +1 0 0 1 57.02362 589.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (The compiler emits instructions as ) Tj /F5 10 Tf (\(opcode,) Tj ( ) Tj (operand\)) Tj /F1 10 Tf ( tuples into a ) Tj /F5 10 Tf (CodeObj) Tj /F1 10 Tf (:) Tj T* ET Q Q q -1 0 0 1 57.02362 607.0236 cm +1 0 0 1 57.02362 571.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Core opcodes) Tj /F1 10 Tf ( \(20\):) Tj T* ET Q Q q -1 0 0 1 57.02362 393.8236 cm +1 0 0 1 57.02362 357.8236 cm q q 1 0 0 1 0 0 cm @@ -1419,13 +1460,13 @@ Q Q Q q -1 0 0 1 57.02362 373.8236 cm +1 0 0 1 57.02362 337.8236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Specialized opcodes) Tj /F1 10 Tf ( \(20\):) Tj T* ET Q Q q -1 0 0 1 57.02362 295.0236 cm +1 0 0 1 57.02362 259.0236 cm q q 1 0 0 1 0 0 cm @@ -1446,33 +1487,33 @@ Q Q Q q -1 0 0 1 57.02362 263.0236 cm +1 0 0 1 57.02362 227.0236 cm q BT 1 0 0 1 0 14 Tm .370522 Tw 12 TL /F1 10 Tf 0 0 0 rg (Specialized opcodes avoid function call overhead for hot builtins. ) Tj /F5 10 Tf (\(+) Tj ( ) Tj (x) Tj ( ) Tj (1\)) Tj /F1 10 Tf ( compiles to ) Tj /F5 10 Tf (OP_ADD1) Tj /F1 10 Tf ( instead of) Tj T* 0 Tw /F5 10 Tf (OP_LOOKUP) Tj ( ) Tj ('+') Tj ( ) Tj (/) Tj ( ) Tj (OP_CONST) Tj ( ) Tj (1) Tj ( ) Tj (/) Tj ( ) Tj (OP_CALL) Tj /F1 10 Tf (.) Tj T* ET Q Q q -1 0 0 1 57.02362 231.8236 cm +1 0 0 1 57.02362 195.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (3. The Explicit Frame Stack) Tj T* ET Q Q q -1 0 0 1 57.02362 211.8236 cm +1 0 0 1 57.02362 175.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (This is the architectural decision that makes everything else possible.) Tj T* ET Q Q q -1 0 0 1 57.02362 193.8236 cm +1 0 0 1 57.02362 157.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Instead of using Python's call stack for Scheme function calls, the VM maintains its own frame stack:) Tj T* ET Q Q q -1 0 0 1 57.02362 163.0236 cm +1 0 0 1 57.02362 127.0236 cm q q 1 0 0 1 0 0 cm @@ -1493,19 +1534,19 @@ Q Q Q q -1 0 0 1 57.02362 143.0236 cm +1 0 0 1 57.02362 107.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (When ) Tj /F5 10 Tf (OP_CALL) Tj /F1 10 Tf ( executes:) Tj T* ET Q Q q -1 0 0 1 57.02362 137.0236 cm +1 0 0 1 57.02362 101.0236 cm Q q -1 0 0 1 57.02362 137.0236 cm +1 0 0 1 57.02362 101.0236 cm Q q -1 0 0 1 57.02362 125.0236 cm +1 0 0 1 57.02362 89.02362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1528,10 +1569,10 @@ Q Q Q q -1 0 0 1 57.02362 119.0236 cm +1 0 0 1 57.02362 83.02362 cm Q q -1 0 0 1 57.02362 107.0236 cm +1 0 0 1 57.02362 71.02362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1553,10 +1594,19 @@ Q Q Q q -1 0 0 1 57.02362 101.0236 cm +1 0 0 1 57.02362 65.02362 cm Q + +endstream +endobj +127 0 obj +<< +/Length 8861 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 89.02362 cm +1 0 0 1 57.02362 753.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1578,10 +1628,10 @@ Q Q Q q -1 0 0 1 57.02362 83.02362 cm +1 0 0 1 57.02362 747.0236 cm Q q -1 0 0 1 57.02362 71.02362 cm +1 0 0 1 57.02362 735.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1604,19 +1654,10 @@ Q Q Q q -1 0 0 1 57.02362 65.02362 cm +1 0 0 1 57.02362 729.0236 cm Q - -endstream -endobj -121 0 obj -<< -/Length 8468 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 753.0236 cm +1 0 0 1 57.02362 717.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1639,22 +1680,22 @@ Q Q Q q -1 0 0 1 57.02362 753.0236 cm +1 0 0 1 57.02362 717.0236 cm Q q -1 0 0 1 57.02362 735.0236 cm +1 0 0 1 57.02362 699.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (When ) Tj /F5 10 Tf (OP_RETURN) Tj /F1 10 Tf ( executes:) Tj T* ET Q Q q -1 0 0 1 57.02362 729.0236 cm +1 0 0 1 57.02362 693.0236 cm Q q -1 0 0 1 57.02362 729.0236 cm +1 0 0 1 57.02362 693.0236 cm Q q -1 0 0 1 57.02362 717.0236 cm +1 0 0 1 57.02362 681.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1676,10 +1717,10 @@ Q Q Q q -1 0 0 1 57.02362 711.0236 cm +1 0 0 1 57.02362 675.0236 cm Q q -1 0 0 1 57.02362 699.0236 cm +1 0 0 1 57.02362 663.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1701,16 +1742,16 @@ Q Q Q q -1 0 0 1 57.02362 699.0236 cm +1 0 0 1 57.02362 663.0236 cm Q q -1 0 0 1 57.02362 669.0236 cm +1 0 0 1 57.02362 633.0236 cm q BT 1 0 0 1 0 14 Tm 2.331529 Tw 12 TL /F3 10 Tf 0 0 0 rg (Tail-call optimization) Tj /F1 10 Tf ( follows naturally: ) Tj /F5 10 Tf (OP_TAIL_CALL) Tj /F1 10 Tf ( skips step 2. It replaces the current activation) Tj T* 0 Tw (record instead of pushing a new one. Tail-recursive loops of arbitrary depth consume constant memory.) Tj T* ET Q Q q -1 0 0 1 57.02362 628.6236 cm +1 0 0 1 57.02362 592.6236 cm q q 1 0 0 1 0 0 cm @@ -1731,26 +1772,26 @@ Q Q Q q -1 0 0 1 57.02362 584.6236 cm +1 0 0 1 57.02362 548.6236 cm q BT 1 0 0 1 0 26 Tm .144609 Tw 12 TL /F3 10 Tf 0 0 0 rg (Why this matters) Tj /F1 10 Tf (: Python's default recursion limit is 1,000 frames. A Scheme that uses the Python stack for) Tj T* 0 Tw -0.073228 Tw (Scheme calls inherits this limit. The explicit frame stack removes it. Lumbda can recurse 50,000 deep without) Tj T* 0 Tw (difficulty, limited only by available memory.) Tj T* ET Q Q q -1 0 0 1 57.02362 553.4236 cm +1 0 0 1 57.02362 517.4236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (4. Continuations: Feedback as a Data Structure) Tj T* ET Q Q q -1 0 0 1 57.02362 533.4236 cm +1 0 0 1 57.02362 497.4236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (With an explicit frame stack, capturing a continuation becomes copying a data structure:) Tj T* ET Q Q q -1 0 0 1 57.02362 445.0236 cm +1 0 0 1 57.02362 409.0236 cm q q 1 0 0 1 0 0 cm @@ -1771,19 +1812,19 @@ Q Q Q q -1 0 0 1 57.02362 425.0236 cm +1 0 0 1 57.02362 389.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (When ) Tj /F5 10 Tf (OP_CALL_CC) Tj /F1 10 Tf ( executes:) Tj T* ET Q Q q -1 0 0 1 57.02362 419.0236 cm +1 0 0 1 57.02362 383.0236 cm Q q -1 0 0 1 57.02362 419.0236 cm +1 0 0 1 57.02362 383.0236 cm Q q -1 0 0 1 57.02362 395.0236 cm +1 0 0 1 57.02362 359.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1805,10 +1846,10 @@ Q Q Q q -1 0 0 1 57.02362 389.0236 cm +1 0 0 1 57.02362 353.0236 cm Q q -1 0 0 1 57.02362 377.0236 cm +1 0 0 1 57.02362 341.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1830,10 +1871,10 @@ Q Q Q q -1 0 0 1 57.02362 371.0236 cm +1 0 0 1 57.02362 335.0236 cm Q q -1 0 0 1 57.02362 359.0236 cm +1 0 0 1 57.02362 323.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1855,10 +1896,10 @@ Q Q Q q -1 0 0 1 57.02362 353.0236 cm +1 0 0 1 57.02362 317.0236 cm Q q -1 0 0 1 57.02362 341.0236 cm +1 0 0 1 57.02362 305.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1880,10 +1921,10 @@ Q Q Q q -1 0 0 1 57.02362 335.0236 cm +1 0 0 1 57.02362 299.0236 cm Q q -1 0 0 1 57.02362 323.0236 cm +1 0 0 1 57.02362 287.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1906,23 +1947,23 @@ Q Q Q q -1 0 0 1 57.02362 323.0236 cm +1 0 0 1 57.02362 287.0236 cm Q q -1 0 0 1 57.02362 305.0236 cm +1 0 0 1 57.02362 269.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (When a continuation is invoked:) Tj T* ET Q Q q -1 0 0 1 57.02362 299.0236 cm +1 0 0 1 57.02362 263.0236 cm Q q -1 0 0 1 57.02362 299.0236 cm +1 0 0 1 57.02362 263.0236 cm Q q -1 0 0 1 57.02362 287.0236 cm +1 0 0 1 57.02362 251.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1944,10 +1985,10 @@ Q Q Q q -1 0 0 1 57.02362 281.0236 cm +1 0 0 1 57.02362 245.0236 cm Q q -1 0 0 1 57.02362 269.0236 cm +1 0 0 1 57.02362 233.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1969,10 +2010,10 @@ Q Q Q q -1 0 0 1 57.02362 263.0236 cm +1 0 0 1 57.02362 227.0236 cm Q q -1 0 0 1 57.02362 251.0236 cm +1 0 0 1 57.02362 215.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -1994,10 +2035,10 @@ Q Q Q q -1 0 0 1 57.02362 245.0236 cm +1 0 0 1 57.02362 209.0236 cm Q q -1 0 0 1 57.02362 233.0236 cm +1 0 0 1 57.02362 197.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2020,10 +2061,10 @@ Q Q Q q -1 0 0 1 57.02362 227.0236 cm +1 0 0 1 57.02362 191.0236 cm Q q -1 0 0 1 57.02362 215.0236 cm +1 0 0 1 57.02362 179.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2046,57 +2087,37 @@ Q Q Q q -1 0 0 1 57.02362 215.0236 cm +1 0 0 1 57.02362 179.0236 cm Q q -1 0 0 1 57.02362 173.0236 cm +1 0 0 1 57.02362 137.0236 cm q BT 1 0 0 1 0 26 Tm .35131 Tw 12 TL /F3 10 Tf 0 0 0 rg (Multi-shot continuations) Tj /F1 10 Tf (: Because the state is deep-copied at capture time, a continuation can be invoked) Tj T* 0 Tw .07131 Tw (multiple times. Each invocation restores an independent copy of the machine state. This enables generators,) Tj T* 0 Tw (coroutines, & backtracking search.) Tj T* ET Q Q q -1 0 0 1 57.02362 147.0236 cm +1 0 0 1 57.02362 111.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (4.1 Generators from Continuations) Tj T* ET Q Q q -1 0 0 1 57.02362 129.0236 cm +1 0 0 1 57.02362 93.02362 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (A generator in Lumbda uses ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf ( to yield values & resume later:) Tj T* ET Q Q -q -1 0 0 1 57.02362 69.42362 cm -q -q -1 0 0 1 0 0 cm -q -1 0 0 1 6.6 6.6 cm -q -.662745 .662745 .662745 RG -.5 w -.960784 .960784 .960784 rg -n -6 -6 480.0283 50.4 re B* -Q -q -BT 1 0 0 1 0 30.4 Tm 9.6 TL /F5 8 Tf 0 0 0 rg (\(auto-compile! #t\)) Tj T* (\(define \(make-gen thunk\)) Tj T* ( \(let \(\(k #f\) \(done #f\)\)) Tj T* ( \(lambda \(\)) Tj T* ET -Q -Q -Q -Q -Q endstream endobj -122 0 obj +128 0 obj << -/Length 9062 +/Length 9194 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 627.0236 cm +1 0 0 1 57.02362 588.6236 cm q q 1 0 0 1 0 0 cm @@ -2106,42 +2127,42 @@ q .662745 .662745 .662745 RG .5 w .960784 .960784 .960784 rg -n -6 -6 480.0283 136.8 re B* +n -6 -6 480.0283 175.2 re B* Q q -BT 1 0 0 1 0 116.8 Tm 9.6 TL /F5 8 Tf 0 0 0 rg ( \(if done 'done) Tj T* ( \(call/cc \(lambda \(return\)) Tj T* ( \(if k \(k return\)) Tj T* ( \(begin \(thunk \(lambda \(val\)) Tj T* ( \(call/cc \(lambda \(next\)) Tj T* ( \(set! k next\) \(return val\)\)\)\)\)) Tj T* ( \(set! done #t\) \(return 'done\)\)\)\)\)\)\)\)\)) Tj T* T* (\(define counter \(make-gen \(lambda \(yield\)) Tj T* ( \(let loop \(\(i 0\)\) \(yield i\) \(loop \(+ i 1\)\)\)\)\)\)) Tj T* (\(counter\) ; =) Tj (>) Tj ( 0) Tj T* (\(counter\) ; =) Tj (>) Tj ( 1) Tj T* (\(counter\) ; =) Tj (>) Tj ( 2) Tj T* ET +BT 1 0 0 1 0 155.2 Tm 9.6 TL /F5 8 Tf 0 0 0 rg (\(auto-compile! #t\)) Tj T* (\(define \(make-gen thunk\)) Tj T* ( \(let \(\(k #f\) \(done #f\)\)) Tj T* ( \(lambda \(\)) Tj T* ( \(if done 'done) Tj T* ( \(call/cc \(lambda \(return\)) Tj T* ( \(if k \(k return\)) Tj T* ( \(begin \(thunk \(lambda \(val\)) Tj T* ( \(call/cc \(lambda \(next\)) Tj T* ( \(set! k next\) \(return val\)\)\)\)\)) Tj T* ( \(set! done #t\) \(return 'done\)\)\)\)\)\)\)\)\)) Tj T* T* (\(define counter \(make-gen \(lambda \(yield\)) Tj T* ( \(let loop \(\(i 0\)\) \(yield i\) \(loop \(+ i 1\)\)\)\)\)\)) Tj T* (\(counter\) ; =) Tj (>) Tj ( 0) Tj T* (\(counter\) ; =) Tj (>) Tj ( 1) Tj T* (\(counter\) ; =) Tj (>) Tj ( 2) Tj T* ET Q Q Q Q Q q -1 0 0 1 57.02362 595.0236 cm +1 0 0 1 57.02362 556.6236 cm q BT 1 0 0 1 0 14 Tm 4.875696 Tw 12 TL /F1 10 Tf 0 0 0 rg (No special generator syntax. No coroutine framework. The same ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf ( that handles escape) Tj T* 0 Tw (continuations also handles cooperative multitasking, because feedback is feedback.) Tj T* ET Q Q q -1 0 0 1 57.02362 569.0236 cm +1 0 0 1 57.02362 530.6236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (4.2 Why "Feedback Is All You Need") Tj T* ET Q Q q -1 0 0 1 57.02362 551.0236 cm +1 0 0 1 57.02362 512.6236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Every control flow pattern reduces to a continuation operation:) Tj T* ET Q Q q -1 0 0 1 57.02362 545.0236 cm +1 0 0 1 57.02362 506.6236 cm Q q -1 0 0 1 57.02362 545.0236 cm +1 0 0 1 57.02362 506.6236 cm Q q -1 0 0 1 57.02362 533.0236 cm +1 0 0 1 57.02362 494.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2163,10 +2184,10 @@ Q Q Q q -1 0 0 1 57.02362 527.0236 cm +1 0 0 1 57.02362 488.6236 cm Q q -1 0 0 1 57.02362 515.0236 cm +1 0 0 1 57.02362 476.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2188,10 +2209,10 @@ Q Q Q q -1 0 0 1 57.02362 509.0236 cm +1 0 0 1 57.02362 470.6236 cm Q q -1 0 0 1 57.02362 497.0236 cm +1 0 0 1 57.02362 458.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2213,10 +2234,10 @@ Q Q Q q -1 0 0 1 57.02362 491.0236 cm +1 0 0 1 57.02362 452.6236 cm Q q -1 0 0 1 57.02362 479.0236 cm +1 0 0 1 57.02362 440.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2238,10 +2259,10 @@ Q Q Q q -1 0 0 1 57.02362 473.0236 cm +1 0 0 1 57.02362 434.6236 cm Q q -1 0 0 1 57.02362 461.0236 cm +1 0 0 1 57.02362 422.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2263,10 +2284,10 @@ Q Q Q q -1 0 0 1 57.02362 455.0236 cm +1 0 0 1 57.02362 416.6236 cm Q q -1 0 0 1 57.02362 431.0236 cm +1 0 0 1 57.02362 392.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2288,10 +2309,10 @@ Q Q Q q -1 0 0 1 57.02362 425.0236 cm +1 0 0 1 57.02362 386.6236 cm Q q -1 0 0 1 57.02362 413.0236 cm +1 0 0 1 57.02362 374.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -2313,33 +2334,33 @@ Q Q Q q -1 0 0 1 57.02362 395.0236 cm +1 0 0 1 57.02362 356.6236 cm Q q -1 0 0 1 57.02362 377.0236 cm +1 0 0 1 57.02362 338.6236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (One primitive. Every pattern.) Tj T* ET Q Q q -1 0 0 1 57.02362 351.0236 cm +1 0 0 1 57.02362 312.6236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (4.3 Four Scopes of Feedback) Tj T* ET Q Q q -1 0 0 1 57.02362 333.0236 cm +1 0 0 1 57.02362 294.6236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The single word "feedback" covers four nested scopes, each giving rise to one of our core abstractions:) Tj T* ET Q Q q -1 0 0 1 57.02362 327.0236 cm +1 0 0 1 57.02362 288.6236 cm Q q -1 0 0 1 57.02362 237.0236 cm +1 0 0 1 57.02362 198.6236 cm q 1 1 1 rg n 0 90 481.2283 -18 re f* @@ -2514,16 +2535,16 @@ Q Q Q q -1 0 0 1 57.02362 237.0236 cm +1 0 0 1 57.02362 198.6236 cm Q q -1 0 0 1 57.02362 159.0236 cm +1 0 0 1 57.02362 120.6236 cm q BT 1 0 0 1 0 62 Tm .519908 Tw 12 TL /F1 10 Tf 0 0 0 rg (Within a single VM, a continuation is the unit \227 the whole call stack, captured & passed. Across processes) Tj T* 0 Tw 1.828917 Tw (on the same machine, a portal is the unit \227 the whole heap or VM state, serialized to a file, resumed) Tj T* 0 Tw 2.175257 Tw (elsewhere. Across implementations that share no binary compatibility, Scheme source itself is the unit:) Tj T* 0 Tw 1.27989 Tw /F5 10 Tf (\(define) Tj ( ) Tj (x) Tj ( ) Tj (42\)) Tj /F1 10 Tf ( travels because every parser already knows how to receive it. Across machines, bytes) Tj T* 0 Tw -0.111031 Tw (over a socket are the unit \227 an HTTP request is feedback to a peer, a response is feedback back. The HTTP) Tj T* 0 Tw (handler is 70 lines of portable Scheme that runs byte-identical in all three runtimes.) Tj T* ET Q Q q -1 0 0 1 57.02362 117.0236 cm +1 0 0 1 57.02362 78.62362 cm q BT 1 0 0 1 0 26 Tm .158138 Tw 12 TL /F1 10 Tf 0 0 0 rg (The same abstraction, at four scopes. No new primitive at any level \227 each scope adds one implementation) Tj T* 0 Tw 1.356019 Tw (primitive \() Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf ( / portal / reader / socket\) and keeps the semantics. This is what "feedback is all you) Tj T* 0 Tw (need" actually means once you extend it past the process boundary.) Tj T* ET Q @@ -2531,7 +2552,7 @@ Q endstream endobj -123 0 obj +129 0 obj << /Length 9151 >> @@ -2942,9 +2963,9 @@ Q endstream endobj -124 0 obj +130 0 obj << -/Length 12847 +/Length 12789 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET @@ -2963,7 +2984,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\2477.2 Cross-impl portal matrix: ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-portal-cross) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\2476.6 asm naive GC \(bump vs mark-sweep memory\): ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-gc) Tj T* ET Q Q q @@ -2988,7 +3009,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\2477.5 Portal save+load timings: ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-portal) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\2476.6 asm meta-GC \(arena fast path vs naive sweep\): ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-gc-arena) Tj T* ET Q Q q @@ -3013,7 +3034,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\24711.3 HTTP server vs busybox / python http.server: ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-web) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\2477.2 Cross-impl portal matrix: ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-portal-cross) Tj T* ET Q Q q @@ -3038,7 +3059,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\24711.4 RPC chain \(Py ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( C relay ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( asm\): ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-rpc-chain) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\2477.5 Portal save+load timings: ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-portal) Tj T* ET Q Q q @@ -3063,6 +3084,56 @@ Q q 1 0 0 1 23 -3 cm q +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\24711.3 HTTP server vs busybox / python http.server: ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-web) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 675.0236 cm +Q +q +1 0 0 1 57.02362 663.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (\24711.4 RPC chain \(Py ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( C relay ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( asm\): ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-rpc-chain) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 657.0236 cm +Q +q +1 0 0 1 57.02362 645.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (Run everything: ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-all) Tj T* ET Q Q @@ -3071,25 +3142,25 @@ Q Q Q q -1 0 0 1 57.02362 663.0236 cm +1 0 0 1 57.02362 627.0236 cm Q q -1 0 0 1 57.02362 621.0236 cm +1 0 0 1 57.02362 585.0236 cm q BT 1 0 0 1 0 26 Tm .215522 Tw 12 TL /F1 10 Tf 0 0 0 rg (Each target's script lives under ) Tj /F5 10 Tf (tests/) Tj /F1 10 Tf ( and uses the six-layer safety envelope from ) Tj /F5 10 Tf (CLAUDE.md) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (set) Tj ( ) Tj (-e) Tj /F1 10 Tf ( +) Tj T* 0 Tw .46213 Tw /F5 10 Tf (ulimit) Tj ( ) Tj (-v) Tj /F1 10 Tf ( kernel cap + ) Tj /F5 10 Tf (trap) Tj /F1 10 Tf ( on EXIT + ) Tj /F5 10 Tf (timeout) Tj /F1 10 Tf ( + explicit kill + ) Tj /F5 10 Tf (pgrep) Tj /F1 10 Tf ( straggler check\). No benchmark) Tj T* 0 Tw (leaves background processes alive.) Tj T* ET Q Q q -1 0 0 1 57.02362 595.0236 cm +1 0 0 1 57.02362 559.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.1 Raw Results) Tj T* ET Q Q q -1 0 0 1 57.02362 583.0236 cm +1 0 0 1 57.02362 547.0236 cm Q q -1 0 0 1 57.02362 385.0236 cm +1 0 0 1 57.02362 349.0236 cm q 1 1 1 rg n 0 198 481.2283 -18 re f* @@ -3529,60 +3600,60 @@ Q Q Q q -1 0 0 1 57.02362 385.0236 cm +1 0 0 1 57.02362 349.0236 cm Q q -1 0 0 1 57.02362 355.0236 cm +1 0 0 1 57.02362 319.0236 cm q BT 1 0 0 1 0 14 Tm 1.31189 Tw 12 TL /F3 10 Tf 0 0 0 rg (BC Speedup) Tj /F1 10 Tf ( = interpreter time / bytecode time. This measures the gain from compilation within Lumbda) Tj T* 0 Tw (itself.) Tj T* ET Q Q q -1 0 0 1 57.02362 329.0236 cm +1 0 0 1 57.02362 293.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.2 Analysis) Tj T* ET Q Q q -1 0 0 1 57.02362 275.0236 cm +1 0 0 1 57.02362 239.0236 cm q BT 1 0 0 1 0 38 Tm 2.646027 Tw 12 TL /F1 10 Tf 0 0 0 rg (The bytecode compiler delivers ) Tj /F3 10 Tf (7--12x speedups) Tj /F1 10 Tf ( on recursive & iterative workloads compared to the) Tj T* 0 Tw .139168 Tw (tree-walking interpreter. The largest gains appear in tight loops \() Tj /F5 10 Tf (sum-to) Tj /F1 10 Tf (: 11.4x\) & deep recursion \() Tj /F5 10 Tf (fib\(20\)) Tj /F1 10 Tf T* 0 Tw .224882 Tw (tree: 9.2x, ) Tj /F5 10 Tf (mergesort) Tj /F1 10 Tf (: 11.0x\), where the explicit frame stack & specialized opcodes eliminate the overhead) Tj T* 0 Tw (of AST traversal.) Tj T* ET Q Q q -1 0 0 1 57.02362 245.0236 cm +1 0 0 1 57.02362 209.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL 1.762025 Tw (Hash table operations show a smaller speedup \(1.6x\) because the bottleneck sits in Python's dictionary) Tj T* 0 Tw (operations, not in Scheme evaluation overhead.) Tj T* ET Q Q q -1 0 0 1 57.02362 191.0236 cm +1 0 0 1 57.02362 155.0236 cm q BT 1 0 0 1 0 38 Tm 1.224168 Tw 12 TL /F1 10 Tf 0 0 0 rg (CPython remains 50--150x faster than the bytecode VM on most benchmarks. This is expected: CPython) Tj T* 0 Tw .86402 Tw (compiles to native bytecode with a C runtime, while Lumbda's bytecode VM is itself written in Python. The) Tj T* 0 Tw -0.007975 Tw (comparison establishes that Lumbda pays a known, bounded overhead for running a complete Scheme \(with) Tj T* 0 Tw (full ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf (, exact rationals, & hygienic macros\) inside a host language.) Tj T* ET Q Q q -1 0 0 1 57.02362 149.0236 cm +1 0 0 1 57.02362 113.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL 2.429873 Tw (The important comparison is not Lumbda vs CPython \(different languages\), but Lumbda interpreter vs) Tj T* 0 Tw 1.254395 Tw (Lumbda bytecode \(same language, same semantics, different execution strategy\). The bytecode compiler) Tj T* 0 Tw (proves that feedback-based architecture does not preclude efficient execution.) Tj T* ET Q Q q -1 0 0 1 57.02362 123.0236 cm +1 0 0 1 57.02362 87.02362 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.3 What the Benchmarks Test) Tj T* ET Q Q q -1 0 0 1 57.02362 111.0236 cm +1 0 0 1 57.02362 75.02362 cm Q q -1 0 0 1 57.02362 111.0236 cm +1 0 0 1 57.02362 75.02362 cm Q q -1 0 0 1 57.02362 99.02362 cm +1 0 0 1 57.02362 63.02362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -3604,64 +3675,14 @@ Q Q Q q -1 0 0 1 57.02362 93.02362 cm -Q -q -1 0 0 1 57.02362 81.02362 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (fib\(20\) tree-recursive) Tj /F1 10 Tf (: Exponential call tree. Tests ) Tj /F5 10 Tf (OP_CALL) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (OP_RETURN) Tj /F1 10 Tf ( throughput) Tj T* ET -Q -Q -q -Q -Q -Q -q -1 0 0 1 57.02362 75.02362 cm -Q -q -1 0 0 1 57.02362 63.02362 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (tak\(15,10,6\)) Tj /F1 10 Tf (: Takeuchi function. Deep mutual recursion with 3 arguments) Tj T* ET -Q -Q -q -Q -Q -Q -q 1 0 0 1 57.02362 62.69291 cm Q endstream endobj -125 0 obj +131 0 obj << -/Length 9725 +/Length 9669 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET @@ -3680,7 +3701,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (sum-to\(50000\)) Tj /F1 10 Tf (: 50,000 tail-recursive iterations. Tests frame stack performance at scale) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (fib\(20\) tree-recursive) Tj /F1 10 Tf (: Exponential call tree. Tests ) Tj /F5 10 Tf (OP_CALL) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (OP_RETURN) Tj /F1 10 Tf ( throughput) Tj T* ET Q Q q @@ -3705,7 +3726,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (ackermann\(3,4\)) Tj /F1 10 Tf (: Deeply nested recursion \(125 result, many thousands of calls\)) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (tak\(15,10,6\)) Tj /F1 10 Tf (: Takeuchi function. Deep mutual recursion with 3 arguments) Tj T* ET Q Q q @@ -3730,7 +3751,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (list ops) Tj /F1 10 Tf (: ) Tj /F5 10 Tf (iota) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (reverse) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (filter) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (map) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (fold-left) Tj /F1 10 Tf ( chain on 5,000 elements) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (sum-to\(50000\)) Tj /F1 10 Tf (: 50,000 tail-recursive iterations. Tests frame stack performance at scale) Tj T* ET Q Q q @@ -3755,7 +3776,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (mergesort) Tj /F1 10 Tf (: Recursive divide-and-conquer on 200 elements. Tests ) Tj /F5 10 Tf (cons) Tj /F1 10 Tf ( allocation throughput) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (ackermann\(3,4\)) Tj /F1 10 Tf (: Deeply nested recursion \(125 result, many thousands of calls\)) Tj T* ET Q Q q @@ -3780,6 +3801,56 @@ Q q 1 0 0 1 23 -3 cm q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (list ops) Tj /F1 10 Tf (: ) Tj /F5 10 Tf (iota) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (reverse) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (filter) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (map) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (fold-left) Tj /F1 10 Tf ( chain on 5,000 elements) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 675.0236 cm +Q +q +1 0 0 1 57.02362 663.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (mergesort) Tj /F1 10 Tf (: Recursive divide-and-conquer on 200 elements. Tests ) Tj /F5 10 Tf (cons) Tj /F1 10 Tf ( allocation throughput) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 657.0236 cm +Q +q +1 0 0 1 57.02362 645.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (hash-table) Tj /F1 10 Tf (: 1,000 ) Tj /F5 10 Tf (set!) Tj /F1 10 Tf ( + ) Tj /F5 10 Tf (ref) Tj /F1 10 Tf ( operations. Tests Python dict interop overhead) Tj T* ET Q Q @@ -3788,25 +3859,25 @@ Q Q Q q -1 0 0 1 57.02362 663.0236 cm +1 0 0 1 57.02362 627.0236 cm Q q -1 0 0 1 57.02362 637.0236 cm +1 0 0 1 57.02362 601.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.4 Three Implementations Head-to-Head \(i5-8350U\)) Tj T* ET Q Q q -1 0 0 1 57.02362 583.0236 cm +1 0 0 1 57.02362 547.0236 cm q BT 1 0 0 1 0 38 Tm 3.147362 Tw 12 TL /F1 10 Tf 0 0 0 rg (Same hardware, same workloads, in-process timing via ) Tj /F5 10 Tf (current-time-ms) Tj /F1 10 Tf (. Best of two runs. Each) Tj T* 0 Tw 1.886027 Tw (implementation is run in its high-performance configuration: Python with ) Tj /F5 10 Tf (--fast) Tj /F1 10 Tf ( \(bytecode VM\), C with) Tj T* 0 Tw .85402 Tw /F5 10 Tf (--fast) Tj /F1 10 Tf ( \(bytecode VM, also its mode for deep recursion\), asm in its native tree-walker mode \(asm has no) Tj T* 0 Tw (bytecode layer \227 it doesn't need one\).) Tj T* ET Q Q q -1 0 0 1 57.02362 577.0236 cm +1 0 0 1 57.02362 541.0236 cm Q q -1 0 0 1 57.02362 505.0236 cm +1 0 0 1 57.02362 469.0236 cm q 1 1 1 rg n 0 72 481.2283 -18 re f* @@ -3951,20 +4022,20 @@ Q Q Q q -1 0 0 1 57.02362 505.0236 cm +1 0 0 1 57.02362 469.0236 cm Q q -1 0 0 1 57.02362 487.0236 cm +1 0 0 1 57.02362 451.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (\(C fast is the fastest cell in every row \227 best of the three on this hardware.\)) Tj T* ET Q Q q -1 0 0 1 57.02362 479.0236 cm +1 0 0 1 57.02362 443.0236 cm Q q -1 0 0 1 57.02362 409.978 cm +1 0 0 1 57.02362 373.978 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -3987,13 +4058,13 @@ Q Q Q q -1 0 0 1 57.02362 401.978 cm +1 0 0 1 57.02362 365.978 cm Q q -1 0 0 1 57.02362 393.978 cm +1 0 0 1 57.02362 357.978 cm Q q -1 0 0 1 57.02362 325.6092 cm +1 0 0 1 57.02362 289.6092 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -4016,70 +4087,64 @@ Q Q Q q -1 0 0 1 57.02362 317.6092 cm +1 0 0 1 57.02362 281.6092 cm Q q -1 0 0 1 57.02362 287.6092 cm +1 0 0 1 57.02362 251.6092 cm q BT 1 0 0 1 0 14 Tm 3.825835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-3way) Tj /F1 10 Tf ( \(source: ) Tj /F5 10 Tf (tests/bench-3way.sh) Tj /F1 10 Tf (\). Prints the same table on your) Tj T* 0 Tw (hardware with best-of-two timings.) Tj T* ET Q Q q -1 0 0 1 57.02362 221.6092 cm +1 0 0 1 57.02362 185.6092 cm q BT 1 0 0 1 0 50 Tm .013432 Tw 12 TL /F1 10 Tf 0 0 0 rg (C wins every workload on this hardware. Its bytecode compiler + explicit frame stack \(and optional ) Tj /F5 10 Tf (--jit) Tj /F1 10 Tf ( for) Tj T* 0 Tw .885223 Tw (pattern-matched call forms\) gives a ~3\327 margin over asm on tail-recursive loops and deep recursion alike.) Tj T* 0 Tw 1.958241 Tw (asm's tree-walker is the narrowest Scheme of the three \227 no bytecode layer, no JIT \227 but still beats) Tj T* 0 Tw .566147 Tw (Python's bytecode VM by ~7\2268\327 because it pays no Python overhead \(no dict lookups, no object allocation) Tj T* 0 Tw (per VM op, no interpreter dispatch thunk\).) Tj T* ET Q Q q -1 0 0 1 57.02362 119.6092 cm +1 0 0 1 57.02362 83.60924 cm q BT 1 0 0 1 0 86 Tm 3.940642 Tw 12 TL /F3 10 Tf 0 0 0 rg (None of the three segfault on ackermann in their recommended mode.) Tj /F1 10 Tf ( Python ) Tj /F5 10 Tf (--fast) Tj /F1 10 Tf ( uses) Tj T* 0 Tw 2.150596 Tw /F5 10 Tf (OP_TAIL_CALL) Tj /F1 10 Tf ( with explicit frames. C ) Tj /F5 10 Tf (--fast) Tj /F1 10 Tf ( uses its bytecode VM, also with explicit frames. asm's) Tj T* 0 Tw 1.025522 Tw /F5 10 Tf (jmp) Tj /F1 10 Tf (-based TCO reuses the same host stack slot for tail calls. Only C's ) Tj /F5 10 Tf (default) Tj /F1 10 Tf ( tree-walker mode would) Tj T* 0 Tw -0.110555 Tw (exhaust the host C stack on deep recursion \227 by design; it uses the C call stack for each Scheme call. Either) Tj T* 0 Tw -0.056353 Tw (pass ) Tj /F5 10 Tf (-f) Tj /F1 10 Tf (/) Tj /F5 10 Tf (--fast) Tj /F1 10 Tf ( or ) Tj /F5 10 Tf (ulimit) Tj ( ) Tj (-s) Tj ( ) Tj (unlimited) Tj /F1 10 Tf ( when using the C tree-walker on deeply recursive code. The C) Tj T* 0 Tw -0.045877 Tw (binary's help text spells this out explicitly. \(A future refactor could spawn a worker pthread with a 64 MB stack) Tj T* 0 Tw 3.438556 Tw (and run eval there, making the tree-walker safe under any configuration \227 tracked as an optional) Tj T* 0 Tw (improvement, low priority given ) Tj /F5 10 Tf (--fast) Tj /F1 10 Tf ( is strictly faster anyway.\)) Tj T* ET Q Q -q -1 0 0 1 57.02362 65.60924 cm -q -BT 1 0 0 1 0 38 Tm 1.376027 Tw 12 TL /F3 10 Tf 0 0 0 rg (asm's remaining bottleneck is allocation, not lookup.) Tj /F1 10 Tf ( Profiling ) Tj /F5 10 Tf (sum-to\(1M\)) Tj /F1 10 Tf ( shows ~170 MB RSS \227) Tj T* 0 Tw .036147 Tw (each tail call through ) Tj /F5 10 Tf (apply_closure) Tj /F1 10 Tf ( + ) Tj /F5 10 Tf (env_define) Tj /F1 10 Tf ( allocates 24 bytes per parameter \(sym / val / parent\),) Tj T* 0 Tw -0.083038 Tw (twice per ) Tj /F5 10 Tf (loop) Tj /F1 10 Tf ( iteration, for 48 MB total before the three ) Tj /F5 10 Tf (heap_grow) Tj /F1 10 Tf ( events that follow. A future optimization) Tj T* 0 Tw .258138 Tw (candidate is per-frame batched allocation \() Tj /F5 10 Tf (8) Tj ( ) Tj (+) Tj ( ) Tj (16N) Tj /F1 10 Tf ( bytes once per call instead of ) Tj /F5 10 Tf (24N) Tj /F1 10 Tf (\), or env-cell in-place) Tj T* 0 Tw ET -Q -Q endstream endobj -126 0 obj +132 0 obj << -/Length 10836 +/Length 9228 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 717.0236 cm +1 0 0 1 57.02362 669.0236 cm q -BT 1 0 0 1 0 38 Tm .198241 Tw 12 TL /F1 10 Tf 0 0 0 rg (reuse for self-tail-calls. An inline cache for env lookups \(ported from Python's VM\) turns out to help less than) Tj T* 0 Tw 1.679272 Tw (anticipated because asm's env chains are typically only 2 deep and each step is a pointer dereference;) Tj T* 0 Tw .173917 Tw (measured upper bound is ~5%. The ~3\327 gap to C is mostly the absence of a bytecode layer and the per-call) Tj T* 0 Tw (env allocation \227 not a lookup-path problem.) Tj T* ET +BT 1 0 0 1 0 86 Tm 1.376027 Tw 12 TL /F3 10 Tf 0 0 0 rg (asm's remaining bottleneck is allocation, not lookup.) Tj /F1 10 Tf ( Profiling ) Tj /F5 10 Tf (sum-to\(1M\)) Tj /F1 10 Tf ( shows ~170 MB RSS \227) Tj T* 0 Tw .036147 Tw (each tail call through ) Tj /F5 10 Tf (apply_closure) Tj /F1 10 Tf ( + ) Tj /F5 10 Tf (env_define) Tj /F1 10 Tf ( allocates 24 bytes per parameter \(sym / val / parent\),) Tj T* 0 Tw -0.083038 Tw (twice per ) Tj /F5 10 Tf (loop) Tj /F1 10 Tf ( iteration, for 48 MB total before the three ) Tj /F5 10 Tf (heap_grow) Tj /F1 10 Tf ( events that follow. A future optimization) Tj T* 0 Tw .258138 Tw (candidate is per-frame batched allocation \() Tj /F5 10 Tf (8) Tj ( ) Tj (+) Tj ( ) Tj (16N) Tj /F1 10 Tf ( bytes once per call instead of ) Tj /F5 10 Tf (24N) Tj /F1 10 Tf (\), or env-cell in-place) Tj T* 0 Tw .198241 Tw (reuse for self-tail-calls. An inline cache for env lookups \(ported from Python's VM\) turns out to help less than) Tj T* 0 Tw 1.679272 Tw (anticipated because asm's env chains are typically only 2 deep and each step is a pointer dereference;) Tj T* 0 Tw .173917 Tw (measured upper bound is ~5%. The ~3\327 gap to C is mostly the absence of a bytecode layer and the per-call) Tj T* 0 Tw (env allocation \227 not a lookup-path problem.) Tj T* ET Q Q q -1 0 0 1 57.02362 691.0236 cm +1 0 0 1 57.02362 643.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.5 Native Container Primitives: Moving Hot Loops Into Asm) Tj T* ET Q Q q -1 0 0 1 57.02362 625.0236 cm +1 0 0 1 57.02362 577.0236 cm q BT 1 0 0 1 0 50 Tm .721147 Tw 12 TL /F1 10 Tf 0 0 0 rg (The proof-netspace server \(\2477\) needs a hash-set to dedupe proof hashes. asm had no native hash-set, so) Tj T* 0 Tw .241019 Tw (d88149a shipped a portable one in Lumbda itself: a fixed-size vector of alists, with the bucket walk written in) Tj T* 0 Tw .202397 Tw (Scheme. It works in every tier and matches the usual chained-hash-table algorithm. But the entire inner loop) Tj T* 0 Tw 2.469417 Tw (\227 ) Tj /F5 10 Tf (modulo) Tj /F1 10 Tf ( for bucket index, ) Tj /F5 10 Tf (car) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (cdr) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (=) Tj /F1 10 Tf ( to walk the chain, ) Tj /F5 10 Tf (cons) Tj /F1 10 Tf ( to insert \227 runs through asm's) Tj T* 0 Tw (tree-walker, one Scheme AST node at a time.) Tj T* ET Q Q q -1 0 0 1 57.02362 571.0236 cm +1 0 0 1 57.02362 523.0236 cm q BT 1 0 0 1 0 38 Tm 1.109882 Tw 12 TL /F1 10 Tf 0 0 0 rg (A native hash-set moves the same algorithm into asm: ) Tj /F5 10 Tf (bi_hash_set_add) Tj /F1 10 Tf ( is one ) Tj /F5 10 Tf (hash_value) Tj /F1 10 Tf ( call, one) Tj T* 0 Tw .366556 Tw /F5 10 Tf (AND) Tj /F1 10 Tf ( mask, one bucket-slot load, one ) Tj /F5 10 Tf (hs_chain_find) Tj /F1 10 Tf ( loop over raw tagged pairs, and one ) Tj /F5 10 Tf (make_pair) Tj /F1 10 Tf ( on) Tj T* 0 Tw 3.403223 Tw (miss. No environment lookups, no frame allocation, no tree-walk dispatch \227 the entire hot path is) Tj T* 0 Tw (straight-line machine code.) Tj T* ET Q Q q -1 0 0 1 57.02362 565.0236 cm +1 0 0 1 57.02362 517.0236 cm Q q -1 0 0 1 57.02362 493.0236 cm +1 0 0 1 57.02362 445.0236 cm q 1 1 1 rg n 0 72 481.2283 -18 re f* @@ -4224,50 +4289,653 @@ Q Q Q q -1 0 0 1 57.02362 493.0236 cm +1 0 0 1 57.02362 445.0236 cm Q q -1 0 0 1 57.02362 439.0236 cm +1 0 0 1 57.02362 391.0236 cm q BT 1 0 0 1 0 38 Tm 2.58789 Tw 12 TL /F1 10 Tf 0 0 0 rg (Same hash function \(key value for ints, djb2 for strings, identity for everything else\), same 64-bucket) Tj T* 0 Tw 1.194897 Tw (chaining, same load factor. The 15\22621\327 factor is ) Tj /F3 10 Tf (purely the cost of interpretation on the bucket walk) Tj /F1 10 Tf (:) Tj T* 0 Tw 1.291079 Tw (each Scheme-level ) Tj /F5 10 Tf (car) Tj /F1 10 Tf ( pays a tag check plus an eval dispatch, while the asm-level loop is two memory) Tj T* 0 Tw (loads and a compare per step.) Tj T* ET Q Q q -1 0 0 1 57.02362 373.0236 cm +1 0 0 1 57.02362 325.0236 cm q 0 0 0 rg BT 1 0 0 1 0 50 Tm /F1 10 Tf 12 TL 17.94283 Tw (This matters beyond one data structure. Every container that lives in) Tj T* 0 Tw 4.560927 Tw (Lumbda-the-language-on-asm-the-interpreter pays the same overhead. For a server that processes) Tj T* 0 Tw .026962 Tw (thousands of proofs per minute, pulling the hash-set into the asm primitive layer erases a dominant cost. The) Tj T* 0 Tw 1.349897 Tw (same pattern applies to any structure with a tight inner loop: vector sort, string search, rolling checksum.) Tj T* 0 Tw (Asm's tree-walker is slow on user code; asm's builtins run at the speed of the host CPU.) Tj T* ET Q Q q -1 0 0 1 57.02362 319.0236 cm +1 0 0 1 57.02362 271.0236 cm q BT 1 0 0 1 0 38 Tm .622256 Tw 12 TL /F1 10 Tf 0 0 0 rg (The layout reuses vector tag 7 with a negative sentinel at offset 0 \(hash-table: ) Tj /F5 10 Tf (-1) Tj /F1 10 Tf (, hash-set: ) Tj /F5 10 Tf (-2) Tj /F1 10 Tf (\). ) Tj /F5 10 Tf (vector?) Tj /F1 10 Tf T* 0 Tw .303797 Tw (and the printer check the sentinel to stay disjoint from real vectors. No additional tag bits were consumed \227) Tj T* 0 Tw 1.122397 Tw (the seven-way tag mask \() Tj /F5 10 Tf (TAG_MASK) Tj ( ) Tj (=) Tj ( ) Tj (7) Tj /F1 10 Tf (\) still has room for only heap-level containers, and nothing new) Tj T* 0 Tw (needs tagging because the sentinel carries the discrimination.) Tj T* ET Q Q q -1 0 0 1 57.02362 277.0236 cm +1 0 0 1 57.02362 229.0236 cm q BT 1 0 0 1 0 26 Tm .314261 Tw 12 TL /F3 10 Tf 0 0 0 rg (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-hashset) Tj /F1 10 Tf ( \(source: ) Tj /F5 10 Tf (tests/bench-hashset.sh) Tj /F1 10 Tf (\). Asm-only: C and Python tiers) Tj T* 0 Tw 2.919168 Tw (supply ) Tj /F5 10 Tf (hash-table) Tj /F1 10 Tf ( but not ) Tj /F5 10 Tf (hash-set) Tj /F1 10 Tf ( \227 the speedup shown here is intra-asm, native primitive vs) Tj T* 0 Tw (Scheme-level implementation, not cross-tier.) Tj T* ET Q Q q -1 0 0 1 57.02362 245.8236 cm +1 0 0 1 57.02362 203.0236 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.6 Memory Management and the Meta-GC) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 137.0236 cm +q +BT 1 0 0 1 0 50 Tm 2.31131 Tw 12 TL /F1 10 Tf 0 0 0 rg (The asm tier's default allocator is a bump pointer: every allocation advances ) Tj /F5 10 Tf (%r15) Tj /F1 10 Tf ( monotonically, and) Tj T* 0 Tw .389272 Tw (nothing is ever freed. Python and C tiers have garbage collection \(Python's host GC, Boehm ) Tj /F5 10 Tf (GC_MALLOC) Tj /F1 10 Tf ( in) Tj T* 0 Tw 1.422556 Tw (C\); asm doesn't, by design, to keep the 6,645-line auditable surface small. Short programs finish without) Tj T* 0 Tw .713432 Tw (paying. Long-running asm servers leak until the kernel caps them \227 a real hazard that crashed this laptop) Tj T* 0 Tw (twice during HTTP benchmarks before we wrote the six-layer safety envelope into ) Tj /F5 10 Tf (CLAUDE.md) Tj /F1 10 Tf (.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 119.0236 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL -0.10245 Tw (To measure what a collector would actually cost, we built a second asm binary behind an assemble-time flag:) Tj T* 0 Tw ET +Q +Q +q +1 0 0 1 57.02362 78.62362 cm +q +q +1 0 0 1 0 0 cm +q +1 0 0 1 6.6 6.6 cm +q +.662745 .662745 .662745 RG +.5 w +.960784 .960784 .960784 rg +n -6 -6 480.0283 31.2 re B* +Q +q +0 0 0 rg +BT 1 0 0 1 0 11.2 Tm /F5 8 Tf 9.6 TL (as --64 --defsym GC_NAIVE=1 uncommonlisp.s # collecting build) Tj T* (as --64 uncommonlisp.s # default, bump-only) Tj T* ET +Q +Q +Q +Q +Q + +endstream +endobj +133 0 obj +<< +/Length 12105 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET +q +1 0 0 1 57.02362 729.0236 cm +q +BT 1 0 0 1 0 26 Tm 1.033797 Tw 12 TL /F1 10 Tf 0 0 0 rg (Same source, same tests \(137/137 pass on both\). The GC build adds an 8-byte ) Tj /F5 10 Tf (\(size) Tj ( ) Tj (<) Tj (<) Tj ( ) Tj (1) Tj ( ) Tj (|) Tj ( ) Tj (mark\)) Tj /F1 10 Tf T* 0 Tw 2.41631 Tw (header on every heap block, a stop-the-world mark-sweep triggered by bump overflow, and a free-list) Tj T* 0 Tw (allocator that first-fits reclaimed space.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 699.0236 cm +q +BT 1 0 0 1 0 14 Tm .665835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Control-group numbers) Tj /F1 10 Tf ( \(workload: 2,000 iterations of build-sum-discard over 200-element lists, i5-8350U,) Tj T* 0 Tw (512 MB ) Tj /F5 10 Tf (ulimit) Tj ( ) Tj (-v) Tj /F1 10 Tf (\):) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 693.0236 cm +Q +q +1 0 0 1 57.02362 639.0236 cm +q +1 1 1 rg +n 0 54 481.2283 -18 re f* +.878431 .878431 .878431 rg +n 0 36 481.2283 -18 re f* +1 1 1 rg +n 0 18 481.2283 -18 re f* +0 0 0 rg +BT /F3 10 Tf 12 TL ET +q +1 0 0 1 6 39 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 52.46882 0 Td (asm build) Tj T* -52.46882 0 Td ET +Q +Q +q +1 0 0 1 169.6176 39 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 15.36055 0 Td (Wall time) Tj T* -15.36055 0 Td ET +Q +Q +q +1 0 0 1 256.2387 39 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 13.96555 0 Td (Peak RSS) Tj T* -13.96555 0 Td ET +Q +Q +q +1 0 0 1 342.8598 39 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 42.01425 0 Td (GC firings) Tj T* -42.01425 0 Td ET +Q +Q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (bump only \(no GC\)) Tj T* ET +Q +Q +q +1 0 0 1 169.6176 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (1,097 ms) Tj T* ET +Q +Q +q +1 0 0 1 256.2387 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (133.9 MB) Tj T* ET +Q +Q +q +1 0 0 1 342.8598 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (none) Tj T* ET +Q +Q +q +1 0 0 1 6 3 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (naive mark-sweep \() Tj /F5 10 Tf (GC_NAIVE=1) Tj /F1 10 Tf (\)) Tj T* ET +Q +Q +q +1 0 0 1 169.6176 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (1,431 ms) Tj T* ET +Q +Q +q +1 0 0 1 256.2387 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (1.1 MB) Tj T* ET +Q +Q +q +1 0 0 1 342.8598 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (~200) Tj T* ET +Q +Q +q +1 J +1 j +0 0 0 RG +.25 w +n 0 36 m 481.2283 36 l S +n 0 18 m 481.2283 18 l S +n 163.6176 0 m 163.6176 54 l S +n 250.2387 0 m 250.2387 54 l S +n 336.8598 0 m 336.8598 54 l S +n 0 54 m 481.2283 54 l S +n 0 0 m 481.2283 0 l S +n 0 0 m 0 54 l S +n 481.2283 0 m 481.2283 54 l S +Q +Q +Q +q +1 0 0 1 57.02362 639.0236 cm +Q +q +1 0 0 1 57.02362 597.0236 cm +q +BT 1 0 0 1 0 26 Tm .105917 Tw 12 TL /F3 10 Tf 0 0 0 rg (124\327 less memory at a ~30% throughput cost.) Tj /F1 10 Tf ( That is the honest GC tax at the naive end of the spectrum) Tj T* 0 Tw 7.017739 Tw (\227 the number we had been guessing at before building the control group. Every future) Tj T* 0 Tw (memory-management proposal \(generational, incremental, region-based\) now has a concrete floor to beat.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 573.0236 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.6.1 Meta-GC: Arena Fast Path with Mark-Phase Verifier) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 531.0236 cm +q +BT 1 0 0 1 0 26 Tm .669314 Tw 12 TL /F1 10 Tf 0 0 0 rg (On top of the naive sweep, the GC build exposes a Lumbda primitive ) Tj /F5 10 Tf (\(with-arena) Tj ( ) Tj (thunk\)) Tj /F1 10 Tf ( that takes a) Tj T* 0 Tw 1.104556 Tw (zero-argument procedure, runs it, and attempts an ) Tj /F3 10 Tf (O\(1\) bulk reclaim) Tj /F1 10 Tf ( of every allocation the thunk made.) Tj T* 0 Tw (The decision logic is a three-way policy:) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 525.0236 cm +Q +q +1 0 0 1 57.02362 525.0236 cm +Q +q +1 0 0 1 57.02362 501.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 9 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 2 0 Td (1.) Tj T* -2 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 14 Tm 2.391223 Tw 12 TL /F3 10 Tf 0 0 0 rg (If an implicit GC fired inside the thunk) Tj /F1 10 Tf ( \(heap overflow forced a full sweep mid-execution\), the) Tj T* 0 Tw (snapshot is stale \227 skip the reset attempt and return.) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 495.0236 cm +Q +q +1 0 0 1 57.02362 459.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 2 0 Td (2.) Tj T* -2 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 26 Tm 1.041772 Tw 12 TL /F3 10 Tf 0 0 0 rg (Otherwise, run the existing mark phase) Tj /F1 10 Tf ( with the thunk's return value added as an extra root, then) Tj T* 0 Tw -0.081862 Tw (walk the arena range ) Tj /F5 10 Tf ([snapshot_r15,) Tj ( ) Tj (%r15\)) Tj /F1 10 Tf ( block by block. If ) Tj /F4 10 Tf (no) Tj /F1 10 Tf ( header in that range has the mark) Tj T* 0 Tw (bit set, nothing survives \227 bulk-reset ) Tj /F5 10 Tf (%r15) Tj /F1 10 Tf ( to the snapshot \(one store\) and return.) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 453.0236 cm +Q +q +1 0 0 1 57.02362 429.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 9 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 2 0 Td (3.) Tj T* -2 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 14 Tm .77213 Tw 12 TL /F3 10 Tf 0 0 0 rg (If any block in the arena range is marked) Tj /F1 10 Tf (, the thunk's return value or some other root reaches into) Tj T* 0 Tw (the arena. Abort the reset, fall through to the naive sweep on the full heap, and return.) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 429.0236 cm +Q +q +1 0 0 1 57.02362 351.0236 cm +q +BT 1 0 0 1 0 62 Tm 2.481079 Tw 12 TL /F1 10 Tf 0 0 0 rg (Free-list reuse is disabled while an arena is active so the chain stays pristine for a verbatim restore;) Tj T* 0 Tw 4.369862 Tw /F5 10 Tf (heap_alloc) Tj /F1 10 Tf ( enforces this via a global ) Tj /F5 10 Tf (arena_active) Tj /F1 10 Tf ( flag. One critical correctness detail: after) Tj T* 0 Tw .105596 Tw /F5 10 Tf (apply_proc_raw) Tj /F1 10 Tf ( returns from the thunk, volatile registers contain stale tagged pointers into the arena. The) Tj T* 0 Tw 1.244897 Tw (conservative stack scan would otherwise treat those residuals as live roots and trigger a false escape on) Tj T* 0 Tw 2.046796 Tw (every call. Zero-ing ) Tj /F5 10 Tf (%rax,) Tj ( ) Tj (%rcx,) Tj ( ) Tj (%rdx,) Tj ( ) Tj (%rsi,) Tj ( ) Tj (%rdi,) Tj ( ) Tj (%rbp,) Tj ( ) Tj (%r8-%r12) Tj /F1 10 Tf ( before the verifier runs) Tj T* 0 Tw (removes this hazard.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 333.0236 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Meta-GC benchmark) Tj /F1 10 Tf ( \(same workload, same binary, both phases in one process\):) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 327.0236 cm +Q +q +1 0 0 1 57.02362 261.0236 cm +q +1 1 1 rg +n 0 66 481.2283 -18 re f* +.878431 .878431 .878431 rg +n 0 48 481.2283 -18 re f* +1 1 1 rg +n 0 30 481.2283 -30 re f* +0 0 0 rg +BT /F3 10 Tf 12 TL ET +q +1 0 0 1 6 51 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 58.91765 0 Td (Strategy) Tj T* -58.91765 0 Td ET +Q +Q +q +1 0 0 1 175.8453 51 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 5.075475 0 Td (Wall time) Tj T* -5.075475 0 Td ET +Q +Q +q +1 0 0 1 241.8962 51 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 13.11632 0 Td (Peak RSS) Tj T* -13.11632 0 Td ET +Q +Q +q +1 0 0 1 326.8189 51 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 6.465475 0 Td (Full GCs) Tj T* -6.465475 0 Td ET +Q +Q +q +1 0 0 1 392.8698 51 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 2.00425 0 Td (Arena outcomes) Tj T* -2.00425 0 Td ET +Q +Q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 33 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Phase A: naive sweep only) Tj T* ET +Q +Q +q +1 0 0 1 175.8453 33 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (932 ms) Tj T* ET +Q +Q +q +1 0 0 1 241.8962 33 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (1.2 MB) Tj T* ET +Q +Q +q +1 0 0 1 326.8189 33 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (200) Tj T* ET +Q +Q +q +1 0 0 1 392.8698 33 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (\(unused\)) Tj T* ET +Q +Q +q +1 0 0 1 6 15 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Phase B: arena-wrapped body) Tj T* ET +Q +Q +q +1 0 0 1 175.8453 15 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (945 ms) Tj T* ET +Q +Q +q +1 0 0 1 241.8962 15 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (1.2 MB) Tj T* ET +Q +Q +q +1 0 0 1 326.8189 15 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (1) Tj T* ET +Q +Q +q +1 0 0 1 392.8698 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 14 Tm /F3 10 Tf 12 TL (2,000 resets / 0) Tj T* (escapes) Tj T* ET +Q +Q +q +1 J +1 j +0 0 0 RG +.25 w +n 0 48 m 481.2283 48 l S +n 0 30 m 481.2283 30 l S +n 169.8453 0 m 169.8453 66 l S +n 235.8962 0 m 235.8962 66 l S +n 320.8189 0 m 320.8189 66 l S +n 386.8698 0 m 386.8698 66 l S +n 0 66 m 481.2283 66 l S +n 0 0 m 481.2283 0 l S +n 0 0 m 0 66 l S +n 481.2283 0 m 481.2283 66 l S +Q +Q +Q +q +1 0 0 1 57.02362 261.0236 cm +Q +q +1 0 0 1 57.02362 195.0236 cm +q +BT 1 0 0 1 0 50 Tm .306019 Tw 12 TL /F1 10 Tf 0 0 0 rg (Phase B reclaims ) Tj /F3 10 Tf (205 MB) Tj /F1 10 Tf ( via O\(1\) bulk resets \227 the work that would otherwise drive the mark-sweep path.) Tj T* 0 Tw .213241 Tw (Only one full GC fires \(initial warm-up\); the other 199 pressure events are replaced by arena exits. Wall time) Tj T* 0 Tw 1.256373 Tw (is within 1.4% of naive-only on this workload because the arena verifier's mark cost is comparable to the) Tj T* 0 Tw 2.654168 Tw (sweep cost it replaces. The advantage is not raw throughput but ) Tj /F3 10 Tf (bounded per-iteration latency) Tj /F1 10 Tf ( \(no) Tj T* 0 Tw (pressure-driven jitter\) and the observability to prove which path actually ran.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 177.0236 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Escape detection) Tj /F1 10 Tf (. When the thunk returns a heap-allocated value that the outer scope captures:) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 146.2236 cm +q +q +1 0 0 1 0 0 cm +q +1 0 0 1 6.6 6.6 cm +q +.662745 .662745 .662745 RG +.5 w +.960784 .960784 .960784 rg +n -6 -6 480.0283 21.6 re B* +Q +q +.960784 .960784 .960784 rg +n 0 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 4.8 0 19.2 9.6 re f* +.960784 .960784 .960784 rg +n 24 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 28.8 0 33.6 9.6 re f* +.960784 .960784 .960784 rg +n 62.4 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 67.2 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 72 0 48 9.6 re f* +.960784 .960784 .960784 rg +n 120 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 124.8 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 129.6 0 28.8 9.6 re f* +.960784 .960784 .960784 rg +n 158.4 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 163.2 0 9.6 9.6 re f* +.960784 .960784 .960784 rg +n 172.8 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 177.6 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 182.4 0 48 9.6 re f* +.960784 .960784 .960784 rg +n 230.4 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 235.2 0 9.6 9.6 re f* +.960784 .960784 .960784 rg +n 244.8 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 249.6 0 4.8 9.6 re f* +.960784 .960784 .960784 rg +n 254.4 0 28.8 9.6 re f* +.960784 .960784 .960784 rg +n 283.2 0 0 9.6 re f* +BT 1 0 0 1 0 1.6 Tm 9.6 TL /F5 8 Tf 0 0 0 rg (\() Tj /F7 8 Tf 0 .501961 0 rg (set!) Tj /F5 8 Tf .733333 .733333 .733333 rg ( ) Tj .098039 .090196 .486275 rg (escaped) Tj .733333 .733333 .733333 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 1 rg (with-arena) Tj .733333 .733333 .733333 rg ( ) Tj 0 0 0 rg (\() Tj /F7 8 Tf 0 .501961 0 rg (lambda) Tj /F5 8 Tf .733333 .733333 .733333 rg ( ) Tj 0 0 0 rg (\(\)) Tj .733333 .733333 .733333 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 1 rg (build-list) Tj .733333 .733333 .733333 rg ( ) Tj .4 .4 .4 rg (50) Tj .733333 .733333 .733333 rg ( ) Tj .4 .4 .4 rg (') Tj 0 0 0 rg (\(\)\)\)\)\)) Tj .733333 .733333 .733333 rg T* ET +Q +Q +Q +Q +Q +q +1 0 0 1 57.02362 102.2236 cm +q +BT 1 0 0 1 0 26 Tm .812397 Tw 12 TL /F1 10 Tf 0 0 0 rg (\205the verifier finds the returned pair's chain marked inside the arena range, correctly aborts, and the naive) Tj T* 0 Tw 4.913453 Tw (sweep keeps the data live. Tested at 20 consecutive escapes: 20 escapes reported, 0 resets,) Tj T* 0 Tw /F5 10 Tf (\(length) Tj ( ) Tj (escaped\)) Tj /F1 10 Tf ( = 50 after completion. The fall-through path is correct under load.) Tj T* ET +Q +Q + +endstream +endobj +134 0 obj +<< +/Length 9096 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET +q +1 0 0 1 57.02362 753.0236 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (6.6.2 What the Control Group Tells Us) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 735.0236 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The meta-GC makes three memory strategies co-resident in one binary, each with its own stats counter:) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 729.0236 cm +Q +q +1 0 0 1 57.02362 729.0236 cm +Q +q +1 0 0 1 57.02362 717.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (gc-stats) Tj /F1 10 Tf ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( ) Tj /F5 10 Tf (\(collections) Tj ( ) Tj (.) Tj ( ) Tj (live-bytes\)) Tj /F1 10 Tf ( \227 pressure-driven sweeps) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 711.0236 cm +Q +q +1 0 0 1 57.02362 699.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (arena-stats) Tj /F1 10 Tf ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( ) Tj /F5 10 Tf (\(calls) Tj ( ) Tj (resets) Tj ( ) Tj (escapes) Tj ( ) Tj (bytes-reclaimed\)) Tj /F1 10 Tf ( \227 arena outcomes) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 681.0236 cm +Q +q +1 0 0 1 57.02362 591.0236 cm +q +BT 1 0 0 1 0 74 Tm 1.957223 Tw 12 TL /F1 10 Tf 0 0 0 rg (On an arena-friendly workload \(transient allocation, scoped lifetime\) the arena hit rate is 100% and the) Tj T* 0 Tw .25389 Tw (full-sweep rate falls to 1. On an arena-hostile workload \(every iteration escapes\) the arena-stats show 100%) Tj T* 0 Tw .02755 Tw (escapes and the naive sweep carries the load, with correctness preserved. The ) Tj /F4 10 Tf (policy) Tj /F1 10 Tf ( \227 decide which to run) Tj T* 0 Tw 2.513647 Tw (at each exit \227 is ~370 lines of GNU assembler; the ) Tj /F4 10 Tf (mechanism) Tj /F1 10 Tf ( it decides between \(bump allocator,) Tj T* 0 Tw 2.75389 Tw (mark-sweep, bulk reset\) adds another ~300 lines. Together they form a concrete floor for any future) Tj T* 0 Tw 2.237025 Tw (memory-management proposal: if it costs more than 30% throughput, or buys less than 124\327 memory) Tj T* 0 Tw (reduction, or hits less than 100% on arena-friendly code, the naive baseline is already better.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 561.0236 cm +q +BT 1 0 0 1 0 14 Tm .018334 Tw 12 TL /F3 10 Tf 0 0 0 rg (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-gc) Tj /F1 10 Tf ( \(bump vs naive sweep\) and ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-gc-arena) Tj /F1 10 Tf ( \(naive sweep vs arena) Tj T* 0 Tw (fast path\). Sources: ) Tj /F5 10 Tf (tests/bench-gc-memory.sh) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (tests/bench-gc-arena.sh) Tj /F1 10 Tf (.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 529.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (7. Portal: Feedback Across Time) Tj T* ET Q Q q -1 0 0 1 57.02362 201.8236 cm +1 0 0 1 57.02362 485.8236 cm q BT 1 0 0 1 0 26 Tm .17989 Tw 12 TL /F1 10 Tf 0 0 0 rg (A continuation is feedback within a process. A portal is feedback across processes. Same primitive, different) Tj T* 0 Tw 1.06631 Tw (scope: capture machine state, serialize it, reload it elsewhere, resume. Lumbda ships three portal formats) Tj T* 0 Tw (with different tradeoffs & constituencies.) Tj T* ET Q Q q -1 0 0 1 57.02362 195.8236 cm +1 0 0 1 57.02362 479.8236 cm Q q -1 0 0 1 57.02362 99.82362 cm +1 0 0 1 57.02362 383.8236 cm q 1 1 1 rg n 0 96 481.2283 -18 re f* @@ -4470,38 +5138,29 @@ Q Q Q q -1 0 0 1 57.02362 99.82362 cm +1 0 0 1 57.02362 383.8236 cm Q q -1 0 0 1 57.02362 69.82362 cm +1 0 0 1 57.02362 353.8236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .49713 Tw (Times measured on a 4-binding workload \(int + list + string + fib\(30\) result\) excluding process startup. "k" =) Tj T* 0 Tw (continuation.) Tj T* ET Q Q - -endstream -endobj -127 0 obj -<< -/Length 9354 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 753.0236 cm +1 0 0 1 57.02362 327.8236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (7.1 S-Expression Portal \227 the Portable One) Tj T* ET Q Q q -1 0 0 1 57.02362 735.0236 cm +1 0 0 1 57.02362 309.8236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (The most boring format is the most portable. An S-expression portal is a sequence of ) Tj /F5 10 Tf (define) Tj /F1 10 Tf ( forms:) Tj T* ET Q Q q -1 0 0 1 57.02362 665.8236 cm +1 0 0 1 57.02362 240.6236 cm q q 1 0 0 1 0 0 cm @@ -4522,35 +5181,44 @@ Q Q Q q -1 0 0 1 57.02362 633.8236 cm +1 0 0 1 57.02362 208.6236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .550522 Tw (Every Scheme implementation in the world can already read this. No schema, no decoder, no version field.) Tj T* 0 Tw (The file is a Scheme program; loading it is evaluating it.) Tj T* ET Q Q q -1 0 0 1 57.02362 579.8236 cm +1 0 0 1 57.02362 154.6236 cm q BT 1 0 0 1 0 38 Tm .702256 Tw 12 TL /F3 10 Tf 0 0 0 rg (The key insight: the language IS the interchange format.) Tj /F1 10 Tf ( We did not design this. R. Kent Dybvig didn't.) Tj T* 0 Tw 1.188726 Tw (John McCarthy didn't. It is a structural consequence of homoiconicity: if the syntax of the language is the) Tj T* 0 Tw 5.458196 Tw (syntax of its data structures, then data serialization is language serialization. Portability across) Tj T* 0 Tw (implementations is free \227 it arrives with the parser.) Tj T* ET Q Q q -1 0 0 1 57.02362 537.8236 cm +1 0 0 1 57.02362 112.6236 cm q BT 1 0 0 1 0 26 Tm .511772 Tw 12 TL /F1 10 Tf 0 0 0 rg (Producer side: assemble the file with ) Tj /F5 10 Tf (\(display) Tj ( ) Tj (...\)) Tj /F1 10 Tf ( & ) Tj /F5 10 Tf (\(write) Tj ( ) Tj (...\)) Tj /F1 10 Tf ( to an output port. Consumer side:) Tj T* 0 Tw 3.693453 Tw /F5 10 Tf (\(load) Tj ( ) Tj ("file.sexp"\)) Tj /F1 10 Tf (. Both sides exist in every implementation, giving us a 3\3273 matrix of valid) Tj T* 0 Tw (exchanges.) Tj T* ET Q Q q -1 0 0 1 57.02362 511.8236 cm +1 0 0 1 57.02362 86.62362 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (7.2 Cross-Implementation Exchange Matrix) Tj T* ET Q Q q -1 0 0 1 57.02362 499.8236 cm +1 0 0 1 57.02362 74.62362 cm Q + +endstream +endobj +135 0 obj +<< +/Length 9291 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 409.8236 cm +1 0 0 1 57.02362 675.0236 cm q 1 1 1 rg n 0 90 481.2283 -18 re f* @@ -4612,21 +5280,21 @@ q 1 0 0 1 112.9396 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 237.7025 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 362.4654 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -4640,21 +5308,21 @@ q 1 0 0 1 112.9396 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 237.7025 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 362.4654 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -4668,21 +5336,21 @@ q 1 0 0 1 112.9396 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 237.7025 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 362.4654 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -4705,41 +5373,41 @@ Q Q Q q -1 0 0 1 57.02362 409.8236 cm +1 0 0 1 57.02362 675.0236 cm Q q -1 0 0 1 57.02362 379.8236 cm +1 0 0 1 57.02362 645.0236 cm q BT 1 0 0 1 0 14 Tm 3.901835 Tw 12 TL /F1 10 Tf 0 0 0 rg (9 of 9. Verified by ) Tj /F5 10 Tf (tests/portal-cross-test.sh) Tj /F1 10 Tf ( \() Tj /F3 10 Tf (make bench-portal-cross) Tj /F1 10 Tf (\). Same file, same) Tj T* 0 Tw (semantics, regardless of which process produced it.) Tj T* ET Q Q q -1 0 0 1 57.02362 337.8236 cm +1 0 0 1 57.02362 603.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .526019 Tw (This matters because it defeats the "version lock-in" trap. If the JSON portal were the only option, a Python) Tj T* 0 Tw 2.478453 Tw (3.15 producer could emit structures a C consumer couldn't parse. With S-expression portals, the only) Tj T* 0 Tw (dependency is a parser that handles the subset of forms in the file. Every implementation already has one.) Tj T* ET Q Q q -1 0 0 1 57.02362 311.8236 cm +1 0 0 1 57.02362 577.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (7.3 JSON Portal \227 Graph-Aware, Continuation-Preserving) Tj T* ET Q Q q -1 0 0 1 57.02362 281.8236 cm +1 0 0 1 57.02362 547.0236 cm q BT 1 0 0 1 0 14 Tm .373453 Tw 12 TL /F1 10 Tf 0 0 0 rg (When you need to preserve shared references, cycles, closures, or a ) Tj /F4 10 Tf (live continuation) Tj /F1 10 Tf (, S-expressions aren't) Tj T* 0 Tw (enough. The JSON portal \(Python & C\) performs graph-aware serialization:) Tj T* ET Q Q q -1 0 0 1 57.02362 275.8236 cm +1 0 0 1 57.02362 541.0236 cm Q q -1 0 0 1 57.02362 275.8236 cm +1 0 0 1 57.02362 541.0236 cm Q q -1 0 0 1 57.02362 263.8236 cm +1 0 0 1 57.02362 529.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -4761,10 +5429,10 @@ Q Q Q q -1 0 0 1 57.02362 257.8236 cm +1 0 0 1 57.02362 523.0236 cm Q q -1 0 0 1 57.02362 245.8236 cm +1 0 0 1 57.02362 511.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -4787,10 +5455,10 @@ Q Q Q q -1 0 0 1 57.02362 239.8236 cm +1 0 0 1 57.02362 505.0236 cm Q q -1 0 0 1 57.02362 227.8236 cm +1 0 0 1 57.02362 493.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -4812,10 +5480,10 @@ Q Q Q q -1 0 0 1 57.02362 221.8236 cm +1 0 0 1 57.02362 487.0236 cm Q q -1 0 0 1 57.02362 209.8236 cm +1 0 0 1 57.02362 475.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -4838,10 +5506,10 @@ Q Q Q q -1 0 0 1 57.02362 203.8236 cm +1 0 0 1 57.02362 469.0236 cm Q q -1 0 0 1 57.02362 191.8236 cm +1 0 0 1 57.02362 457.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -4864,22 +5532,22 @@ Q Q Q q -1 0 0 1 57.02362 173.8236 cm +1 0 0 1 57.02362 439.0236 cm Q q -1 0 0 1 57.02362 143.8236 cm +1 0 0 1 57.02362 409.0236 cm q BT 1 0 0 1 0 14 Tm 2.974168 Tw 12 TL /F1 10 Tf 0 0 0 rg (Deserialization is two-pass: shell pass creates empty object shells & assigns reference IDs, fill pass) Tj T* 0 Tw (populates pointers & values. This handles the closure-that-captures-itself pattern cleanly.) Tj T* ET Q Q q -1 0 0 1 57.02362 101.8236 cm +1 0 0 1 57.02362 367.0236 cm q BT 1 0 0 1 0 26 Tm 4.719816 Tw 12 TL /F1 10 Tf 0 0 0 rg (During VM execution, ) Tj /F5 10 Tf (portal-checkpoint!) Tj /F1 10 Tf ( triggers at ) Tj /F5 10 Tf (OP_JUMP) Tj /F1 10 Tf ( & ) Tj /F5 10 Tf (OP_TAIL_CALL) Tj /F1 10 Tf ( instructions,) Tj T* 0 Tw 1.439168 Tw (capturing the current continuation, serializing it to a ) Tj /F5 10 Tf (.portal) Tj /F1 10 Tf ( file, & continuing. Resumption restores the) Tj T* 0 Tw (saved state & continues execution from the exact instruction where the checkpoint occurred.) Tj T* ET Q Q q -1 0 0 1 57.02362 71.02362 cm +1 0 0 1 57.02362 336.2236 cm q q 1 0 0 1 0 0 cm @@ -4899,36 +5567,27 @@ Q Q Q Q - -endstream -endobj -128 0 obj -<< -/Length 9310 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 753.0236 cm +1 0 0 1 57.02362 316.2236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The computation does not need to restart from the beginning.) Tj T* ET Q Q q -1 0 0 1 57.02362 727.0236 cm +1 0 0 1 57.02362 290.2236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (7.4 Binary Heap Dump \227 the Fast One) Tj T* ET Q Q q -1 0 0 1 57.02362 697.0236 cm +1 0 0 1 57.02362 260.2236 cm q BT 1 0 0 1 0 14 Tm .755197 Tw 12 TL /F1 10 Tf 0 0 0 rg (The asm implementation ships a direct-dump portal: write the raw heap bytes, the ) Tj /F5 10 Tf (r14) Tj /F1 10 Tf ( \(env\) & ) Tj /F5 10 Tf (r15) Tj /F1 10 Tf ( \(bump) Tj T* 0 Tw (pointer\) registers, the heap base address, & a magic header. No parsing, no encoding.) Tj T* ET Q Q q -1 0 0 1 57.02362 599.0236 cm +1 0 0 1 57.02362 162.2236 cm q q 1 0 0 1 0 0 cm @@ -4949,34 +5608,43 @@ Q Q Q q -1 0 0 1 57.02362 555.0236 cm +1 0 0 1 57.02362 118.2236 cm q BT 1 0 0 1 0 26 Tm 1.387739 Tw 12 TL /F1 10 Tf 0 0 0 rg (Sub-millisecond save & resume. The MAP_FIXED trick is why it works across processes: because every) Tj T* 0 Tw 1.474556 Tw (pointer inside the heap is an absolute address, resuming at a different address would require relocation.) Tj T* 0 Tw (Mapping at the same address keeps pointers live.) Tj T* ET Q Q q -1 0 0 1 57.02362 501.0236 cm +1 0 0 1 57.02362 64.22362 cm q BT 1 0 0 1 0 38 Tm 1.067739 Tw 12 TL /F1 10 Tf 0 0 0 rg (Constraints: same architecture, same binary layout, same process model. An asm binary portal written on) Tj T* 0 Tw .022545 Tw (one box resumes on another x86_64 Linux box running the same asm binary. It does not resume on a rebuilt) Tj T* 0 Tw 1.065522 Tw (binary \227 the BSS-resident symbol table ) Tj /F5 10 Tf (sym_table) Tj /F1 10 Tf ( is not in the heap dump, so interned symbols would) Tj T* 0 Tw (need to be reinterned. That's the price of trivial serialization.) Tj T* ET Q Q + +endstream +endobj +136 0 obj +<< +/Length 9918 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 475.0236 cm +1 0 0 1 57.02362 753.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (7.5 Cross-Process Benchmarks) Tj T* ET Q Q q -1 0 0 1 57.02362 433.0236 cm +1 0 0 1 57.02362 711.0236 cm q BT 1 0 0 1 0 26 Tm 2.703647 Tw 12 TL /F1 10 Tf 0 0 0 rg (Producer process A saves state to a file; consumer process B starts fresh, loads the file, continues.) Tj T* 0 Tw 10.67759 Tw (Wall-clock time for both processes end-to-end, 50 iterations, same-laptop. ) Tj /F3 10 Tf (Reproduce:) Tj /F1 10 Tf T* 0 Tw /F5 10 Tf (make) Tj ( ) Tj (bench-portal) Tj /F1 10 Tf ( \(source: ) Tj /F5 10 Tf (tests/portal-benchmark.sh) Tj /F1 10 Tf (\).) Tj T* ET Q Q q -1 0 0 1 57.02362 427.0236 cm +1 0 0 1 57.02362 705.0236 cm Q q -1 0 0 1 57.02362 229.0236 cm +1 0 0 1 57.02362 507.0236 cm q 1 1 1 rg n 0 198 481.2283 -18 re f* @@ -5182,64 +5850,72 @@ Q Q Q q -1 0 0 1 57.02362 229.0236 cm +1 0 0 1 57.02362 507.0236 cm Q q -1 0 0 1 57.02362 187.0236 cm +1 0 0 1 57.02362 465.0236 cm q BT 1 0 0 1 0 26 Tm .698334 Tw 12 TL /F1 10 Tf 0 0 0 rg (The asm) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL (asm cross-process is ~160\327 faster than Python) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL (Python. The binary & S-expression portals are) Tj T* 0 Tw .812256 Tw (within 10% of each other on this workload \227 the bottleneck is process startup, not serialization. For larger) Tj T* 0 Tw (heaps the binary format pulls further ahead; for portability, S-expression always wins.) Tj T* ET Q Q q -1 0 0 1 57.02362 161.0236 cm +1 0 0 1 57.02362 439.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (7.6 Mismatch Cases: Graceful Degradation) Tj T* ET Q Q q -1 0 0 1 57.02362 143.0236 cm +1 0 0 1 57.02362 421.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (A usable persistence layer fails well. What happens when the consumer meets unexpected input?) Tj T* ET Q Q q -1 0 0 1 57.02362 137.0236 cm +1 0 0 1 57.02362 415.0236 cm Q q -1 0 0 1 57.02362 71.02362 cm +1 0 0 1 57.02362 265.0236 cm q 1 1 1 rg -n 0 66 481.2283 -18 re f* +n 0 150 481.2283 -18 re f* .878431 .878431 .878431 rg -n 0 48 481.2283 -18 re f* +n 0 132 481.2283 -18 re f* 1 1 1 rg -n 0 30 481.2283 -30 re f* +n 0 114 481.2283 -30 re f* +.878431 .878431 .878431 rg +n 0 84 481.2283 -30 re f* +1 1 1 rg +n 0 54 481.2283 -18 re f* +.878431 .878431 .878431 rg +n 0 36 481.2283 -18 re f* +1 1 1 rg +n 0 18 481.2283 -18 re f* 0 0 0 rg BT /F3 10 Tf 12 TL ET q -1 0 0 1 6 51 cm +1 0 0 1 6 135 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 96.07173 0 Td (Input) Tj T* -96.07173 0 Td ET Q Q q -1 0 0 1 234.5835 51 cm +1 0 0 1 234.5835 135 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 19.16248 0 Td (Python) Tj T* -19.16248 0 Td ET Q Q q -1 0 0 1 318.7984 51 cm +1 0 0 1 318.7984 135 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 32.49748 0 Td (C) Tj T* -32.49748 0 Td ET Q Q q -1 0 0 1 403.0134 51 cm +1 0 0 1 403.0134 135 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 26.10248 0 Td (asm) Tj T* -26.10248 0 Td ET @@ -5248,99 +5924,60 @@ Q 0 0 0 rg BT /F1 10 Tf 12 TL ET q -1 0 0 1 6 33 cm +1 0 0 1 6 117 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Empty file) Tj T* ET Q Q q -1 0 0 1 234.5835 33 cm +1 0 0 1 234.5835 117 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (continue) Tj T* ET Q Q q -1 0 0 1 318.7984 33 cm +1 0 0 1 318.7984 117 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (continue) Tj T* ET Q Q q -1 0 0 1 403.0134 33 cm +1 0 0 1 403.0134 117 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (continue) Tj T* ET Q Q q -1 0 0 1 6 15 cm +1 0 0 1 6 99 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Missing file) Tj T* ET Q Q q -1 0 0 1 234.5835 3 cm +1 0 0 1 234.5835 87 cm q BT 1 0 0 1 0 14 Tm 12 TL /F5 10 Tf 0 0 0 rg (file) Tj ( ) Tj (not) Tj T* (found:) Tj ( ) Tj (\205) Tj T* ET Q Q q -1 0 0 1 318.7984 15 cm +1 0 0 1 318.7984 99 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL (error: \205) Tj T* ET Q Q q -1 0 0 1 403.0134 15 cm +1 0 0 1 403.0134 99 cm q BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (#f) Tj /F1 10 Tf ( + continue) Tj T* ET Q Q q -1 J -1 j -0 0 0 RG -.25 w -n 0 0 m 481.2283 0 l S -n 0 48 m 481.2283 48 l S -n 0 30 m 481.2283 30 l S -n 228.5835 0 m 228.5835 66 l S -n 312.7984 0 m 312.7984 66 l S -n 397.0134 0 m 397.0134 66 l S -n 0 66 m 481.2283 66 l S -n 0 0 m 0 66 l S -n 481.2283 0 m 481.2283 66 l S -Q -Q -Q - -endstream -endobj -129 0 obj -<< -/Length 7061 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET -q -1 0 0 1 57.02362 681.0236 cm -q -1 1 1 rg -n 0 84 481.2283 -30 re f* -.878431 .878431 .878431 rg -n 0 54 481.2283 -18 re f* -1 1 1 rg -n 0 36 481.2283 -18 re f* -.878431 .878431 .878431 rg -n 0 18 481.2283 -18 re f* -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q 1 0 0 1 6 69 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (Truncated sexp \() Tj /F5 10 Tf (\(define) Tj ( ) Tj (x) Tj /F1 10 Tf (\)) Tj T* ET @@ -5454,36 +6091,48 @@ q 1 j 0 0 0 RG .25 w +n 0 132 m 481.2283 132 l S +n 0 114 m 481.2283 114 l S n 0 84 m 481.2283 84 l S n 0 54 m 481.2283 54 l S n 0 36 m 481.2283 36 l S n 0 18 m 481.2283 18 l S -n 228.5835 0 m 228.5835 84 l S -n 312.7984 0 m 312.7984 84 l S -n 397.0134 0 m 397.0134 84 l S -n 0 0 m 0 84 l S -n 481.2283 0 m 481.2283 84 l S +n 228.5835 0 m 228.5835 150 l S +n 312.7984 0 m 312.7984 150 l S +n 397.0134 0 m 397.0134 150 l S +n 0 150 m 481.2283 150 l S n 0 0 m 481.2283 0 l S +n 0 0 m 0 150 l S +n 481.2283 0 m 481.2283 150 l S Q Q Q q -1 0 0 1 57.02362 681.0236 cm +1 0 0 1 57.02362 265.0236 cm Q q -1 0 0 1 57.02362 615.0236 cm +1 0 0 1 57.02362 199.0236 cm q BT 1 0 0 1 0 50 Tm 1.476556 Tw 12 TL /F1 10 Tf 0 0 0 rg (All defects surfaced & fixed during benchmark development: an asm segfault on ) Tj /F5 10 Tf (\(define) Tj ( ) Tj (x\)) Tj /F1 10 Tf ( without a) Tj T* 0 Tw 1.838453 Tw (value \(now binds to ) Tj /F5 10 Tf (VOID) Tj /F1 10 Tf (\), an asm portal-resume that accepted short headers \(now verifies ) Tj /F5 10 Tf (sys_read) Tj /F1 10 Tf T* 0 Tw 1.204272 Tw (returned a full 48 bytes & sanity-checks heap metadata\), a Python ) Tj /F5 10 Tf (file) Tj ( ) Tj (not) Tj ( ) Tj (found) Tj /F1 10 Tf ( error reporting the) Tj T* 0 Tw 1.304862 Tw (outer script path instead of the inner missing file \(now uses ) Tj /F5 10 Tf (FileNotFoundError.filename) Tj /F1 10 Tf (\). Graceful) Tj T* 0 Tw (degradation is not free; it is tested.) Tj T* ET Q Q + +endstream +endobj +137 0 obj +<< +/Length 6103 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 589.0236 cm +1 0 0 1 57.02362 753.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (7.7 Use Case: Distributed Primality Testing) Tj T* ET Q Q q -1 0 0 1 57.02362 462.2236 cm +1 0 0 1 57.02362 626.2236 cm q q 1 0 0 1 0 0 cm @@ -5503,38 +6152,38 @@ Q Q Q q -1 0 0 1 57.02362 418.2236 cm +1 0 0 1 57.02362 582.2236 cm q BT 1 0 0 1 0 26 Tm 1.105522 Tw 12 TL /F1 10 Tf 0 0 0 rg (Machine A starts the computation. Every 10,000 iterations, it writes a checkpoint. Machine B picks up the) Tj T* 0 Tw 2.790642 Tw /F5 10 Tf (.portal) Tj /F1 10 Tf ( file & continues from the last checkpoint. The computation migrates without either machine) Tj T* 0 Tw (needing to know about the other. Feedback \227 the continuation \227 carries the entire execution context.) Tj T* ET Q Q q -1 0 0 1 57.02362 387.0236 cm +1 0 0 1 57.02362 551.0236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (8. The EML Universality Proof) Tj T* ET Q Q q -1 0 0 1 57.02362 355.0236 cm +1 0 0 1 57.02362 519.0236 cm q BT 1 0 0 1 0 14 Tm 3.669104 Tw 12 TL /F1 10 Tf 0 0 0 rg (Lumbda ships with a mathematical proof that a single operator generates all elementary functions:) Tj T* 0 Tw /F5 10 Tf (eml\(x,) Tj ( ) Tj (y\)) Tj ( ) Tj (=) Tj ( ) Tj (exp\(x\)) Tj ( ) Tj (-) Tj ( ) Tj (ln\(y\)) Tj /F1 10 Tf (.) Tj T* ET Q Q q -1 0 0 1 57.02362 337.0236 cm +1 0 0 1 57.02362 501.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Reference: "All elementary functions from a single operator" \(arXiv:2603.21852v2\).) Tj T* ET Q Q q -1 0 0 1 57.02362 311.0236 cm +1 0 0 1 57.02362 475.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (8.1 The Operator) Tj T* ET Q Q q -1 0 0 1 57.02362 280.2236 cm +1 0 0 1 57.02362 444.2236 cm q q 1 0 0 1 0 0 cm @@ -5555,19 +6204,19 @@ Q Q Q q -1 0 0 1 57.02362 260.2236 cm +1 0 0 1 57.02362 424.2236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (With this operator & the constant ) Tj /F5 10 Tf (1) Tj /F1 10 Tf (, the following derivation chain constructs every elementary function:) Tj T* ET Q Q q -1 0 0 1 57.02362 234.2236 cm +1 0 0 1 57.02362 398.2236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (8.2 Stage 1: Core Functions \(Depth 1--3\)) Tj T* ET Q Q q -1 0 0 1 57.02362 184.2236 cm +1 0 0 1 57.02362 348.2236 cm q q 1 0 0 1 0 0 cm @@ -5588,28 +6237,19 @@ Q Q Q q -1 0 0 1 57.02362 140.2236 cm +1 0 0 1 57.02362 304.2236 cm q BT 1 0 0 1 0 26 Tm 16.01403 Tw 12 TL /F3 10 Tf 0 0 0 rg (Proof of ln recovery) Tj /F1 10 Tf (: Let ) Tj /F5 10 Tf (a) Tj ( ) Tj (=) Tj ( ) Tj (eml\(1,x\)) Tj ( ) Tj (=) Tj ( ) Tj (e) Tj ( ) Tj (-) Tj ( ) Tj (ln\(x\)) Tj /F1 10 Tf (. Then) Tj T* 0 Tw 28.85979 Tw /F5 10 Tf (eml\(a,) Tj ( ) Tj (1\)) Tj ( ) Tj (=) Tj ( ) Tj (exp\(e) Tj ( ) Tj (-) Tj ( ) Tj (ln\(x\)\)) Tj ( ) Tj (=) Tj ( ) Tj (exp\(e\)/x) Tj /F1 10 Tf (. Then) Tj T* 0 Tw /F5 10 Tf (eml\(1,) Tj ( ) Tj (exp\(e\)/x\)) Tj ( ) Tj (=) Tj ( ) Tj (e) Tj ( ) Tj (-) Tj ( ) Tj (ln\(exp\(e\)/x\)) Tj ( ) Tj (=) Tj ( ) Tj (e) Tj ( ) Tj (-) Tj ( ) Tj (e) Tj ( ) Tj (+) Tj ( ) Tj (ln\(x\)) Tj ( ) Tj (=) Tj ( ) Tj (ln\(x\)) Tj /F1 10 Tf (.) Tj T* ET Q Q - -endstream -endobj -130 0 obj -<< -/Length 9324 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 753.0236 cm +1 0 0 1 57.02362 278.2236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (8.3 Stage 2: Arithmetic) Tj T* ET Q Q q -1 0 0 1 57.02362 664.6236 cm +1 0 0 1 57.02362 189.8236 cm q q 1 0 0 1 0 0 cm @@ -5629,13 +6269,13 @@ Q Q Q q -1 0 0 1 57.02362 638.6236 cm +1 0 0 1 57.02362 163.8236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (8.4 Stage 3: Complex Plane Access) Tj T* ET Q Q q -1 0 0 1 57.02362 588.6236 cm +1 0 0 1 57.02362 113.8236 cm q q 1 0 0 1 0 0 cm @@ -5656,19 +6296,28 @@ Q Q Q q -1 0 0 1 57.02362 556.6236 cm +1 0 0 1 57.02362 81.82362 cm q BT 1 0 0 1 0 14 Tm .253071 Tw 12 TL /F1 10 Tf 0 0 0 rg (The key insight: ) Tj /F5 10 Tf (ln) Tj /F1 10 Tf ( of a negative number enters the complex plane. Since we can construct ) Tj /F5 10 Tf (-1) Tj /F1 10 Tf ( from eml via) Tj T* 0 Tw (the subtraction chain, ) Tj /F5 10 Tf (ln\(-1\)) Tj /F1 10 Tf ( yields ) Tj /F5 10 Tf (i) Tj /F6 10 Tf 12 TL (p) Tj /F5 10 Tf 12 TL /F1 10 Tf (, from which ) Tj /F5 10 Tf /F6 10 Tf 12 TL (p) Tj /F5 10 Tf 12 TL /F1 10 Tf ( & ) Tj /F5 10 Tf (i) Tj /F1 10 Tf ( follow.) Tj T* ET Q Q + +endstream +endobj +138 0 obj +<< +/Length 9468 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 530.6236 cm +1 0 0 1 57.02362 753.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (8.5 Stage 4: Trigonometry via Euler) Tj T* ET Q Q q -1 0 0 1 57.02362 480.6236 cm +1 0 0 1 57.02362 703.0236 cm q q 1 0 0 1 0 0 cm @@ -5689,29 +6338,29 @@ Q Q Q q -1 0 0 1 57.02362 460.6236 cm +1 0 0 1 57.02362 683.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (All trigonometric functions follow from complex exponentials, which follow from ) Tj /F5 10 Tf (exp) Tj /F1 10 Tf (, which follows from ) Tj /F5 10 Tf (eml) Tj /F1 10 Tf (.) Tj T* ET Q Q q -1 0 0 1 57.02362 434.6236 cm +1 0 0 1 57.02362 657.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (8.6 Verification & Friction Analysis) Tj T* ET Q Q q -1 0 0 1 57.02362 416.6236 cm +1 0 0 1 57.02362 639.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The proof is verified at three levels, with dramatically different friction:) Tj T* ET Q Q q -1 0 0 1 57.02362 410.6236 cm +1 0 0 1 57.02362 633.0236 cm Q q -1 0 0 1 57.02362 338.6236 cm +1 0 0 1 57.02362 561.0236 cm q 1 1 1 rg n 0 72 481.2283 -18 re f* @@ -5855,34 +6504,34 @@ Q Q Q q -1 0 0 1 57.02362 338.6236 cm +1 0 0 1 57.02362 561.0236 cm Q q -1 0 0 1 57.02362 296.6236 cm +1 0 0 1 57.02362 519.0236 cm q BT 1 0 0 1 0 26 Tm .395596 Tw 12 TL /F3 10 Tf 0 0 0 rg (The formal proof is 40x faster than the brute-force search & provides mathematical certainty instead) Tj T* 0 Tw 1.066027 Tw (of floating-point tolerance.) Tj /F1 10 Tf ( This is MOAD-0001 \(the sedimentary defect\) at the proof methodology layer:) Tj T* 0 Tw (O\(N\262\) search friction where O\(1\) algebraic reasoning suffices.) Tj T* ET Q Q q -1 0 0 1 57.02362 242.6236 cm +1 0 0 1 57.02362 465.0236 cm q BT 1 0 0 1 0 38 Tm 2.309862 Tw 12 TL /F1 10 Tf 0 0 0 rg (The numerical approaches enumerate all pairwise EML compositions at each depth, comparing results) Tj T* 0 Tw .653022 Tw (against target functions. This grows quadratically with the number of known values. The Lean proof does 5) Tj T* 0 Tw .327397 Tw (algebraic rewrites, each applying an axiom \() Tj /F5 10 Tf (exp\(ln\(x\)\)) Tj ( ) Tj (=) Tj ( ) Tj (x) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (ln\(exp\(x\)\)) Tj ( ) Tj (=) Tj ( ) Tj (x) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (ln\(1\)) Tj ( ) Tj (=) Tj ( ) Tj (0) Tj /F1 10 Tf (\). The type) Tj T* 0 Tw (checker confirms each rewrite in microseconds. No search. No tolerance. No conjecture dependency.) Tj T* ET Q Q q -1 0 0 1 57.02362 188.6236 cm +1 0 0 1 57.02362 411.0236 cm q BT 1 0 0 1 0 38 Tm 3.571147 Tw 12 TL /F3 10 Tf 0 0 0 rg (Lesson) Tj /F1 10 Tf (: The fastest path to truth is not computation \227 it is understanding. When you know ) Tj /F4 10 Tf (why) Tj /F1 10 Tf T* 0 Tw .96189 Tw /F5 10 Tf (eml\(1,) Tj ( ) Tj (eml\(eml\(1,x\),) Tj ( ) Tj (1\)\)) Tj ( ) Tj (=) Tj ( ) Tj (ln\(x\)) Tj /F1 10 Tf (, you verify it in microseconds. When you don't, you search for) Tj T* 0 Tw 1.513223 Tw (hours. Proof assistants eliminate the quadratic friction of verification. They are the hash set to numerical) Tj T* 0 Tw (analysis's nested loop.) Tj T* ET Q Q q -1 0 0 1 57.02362 182.6236 cm +1 0 0 1 57.02362 405.0236 cm Q q -1 0 0 1 57.02362 182.6236 cm +1 0 0 1 57.02362 405.0236 cm Q q -1 0 0 1 57.02362 146.6236 cm +1 0 0 1 57.02362 369.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -5904,10 +6553,10 @@ Q Q Q q -1 0 0 1 57.02362 140.6236 cm +1 0 0 1 57.02362 363.0236 cm Q q -1 0 0 1 57.02362 104.6236 cm +1 0 0 1 57.02362 327.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -5929,10 +6578,10 @@ Q Q Q q -1 0 0 1 57.02362 98.62362 cm +1 0 0 1 57.02362 321.0236 cm Q q -1 0 0 1 57.02362 74.62362 cm +1 0 0 1 57.02362 297.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -5954,19 +6603,10 @@ Q Q Q q -1 0 0 1 57.02362 74.62362 cm +1 0 0 1 57.02362 297.0236 cm Q - -endstream -endobj -131 0 obj -<< -/Length 8943 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 703.8236 cm +1 0 0 1 57.02362 227.8236 cm q q 1 0 0 1 0 0 cm @@ -5987,19 +6627,19 @@ Q Q Q q -1 0 0 1 57.02362 659.8236 cm +1 0 0 1 57.02362 183.8236 cm q BT 1 0 0 1 0 26 Tm 4.138556 Tw 12 TL /F1 10 Tf 0 0 0 rg (The Lean proof operates over abstract ) Tj /F5 10 Tf (exp) Tj /F1 10 Tf ( & ) Tj /F5 10 Tf (ln) Tj /F1 10 Tf ( functions with the axioms ) Tj /F5 10 Tf (exp\(ln\(x\)\)) Tj ( ) Tj (=) Tj ( ) Tj (x) Tj /F1 10 Tf (,) Tj T* 0 Tw 2.484897 Tw /F5 10 Tf (ln\(exp\(x\)\)) Tj ( ) Tj (=) Tj ( ) Tj (x) Tj /F1 10 Tf (, & ) Tj /F5 10 Tf (ln\(1\)) Tj ( ) Tj (=) Tj ( ) Tj (0) Tj /F1 10 Tf (. This makes the result independent of any particular real number) Tj T* 0 Tw (implementation.) Tj T* ET Q Q q -1 0 0 1 57.02362 653.8236 cm +1 0 0 1 57.02362 177.8236 cm Q q -1 0 0 1 57.02362 653.8236 cm +1 0 0 1 57.02362 177.8236 cm Q q -1 0 0 1 57.02362 569.8236 cm +1 0 0 1 57.02362 93.82362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -6021,10 +6661,19 @@ Q Q Q q -1 0 0 1 57.02362 569.8236 cm +1 0 0 1 57.02362 93.82362 cm Q + +endstream +endobj +139 0 obj +<< +/Length 10209 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 491.0236 cm +1 0 0 1 57.02362 694.2236 cm q q 1 0 0 1 0 0 cm @@ -6045,16 +6694,16 @@ Q Q Q q -1 0 0 1 57.02362 423.0236 cm +1 0 0 1 57.02362 626.2236 cm q BT 1 0 0 1 0 50 Tm 4.101411 Tw 12 TL /F3 10 Tf 0 0 0 rg (Verification speed: Lean vs Lumbda tiers, both cold and cached.) Tj /F1 10 Tf ( Same five theorems, same) Tj T* 0 Tw 1.757362 Tw (symbolic-rewrite strategy. The Lumbda checker now implements its own cached-replay path that mirrors) Tj T* 0 Tw .258797 Tw (Lean's: write a small artifact after a successful run; on subsequent runs, trust the artifact if the magic header) Tj T* 0 Tw .759029 Tw (matches and skip re-verification. ) Tj /F5 10 Tf (rm) Tj ( ) Tj (-f) Tj ( ) Tj (/tmp/lumbda-eml.cache) Tj /F1 10 Tf ( forces a cold re-check \(analogous to) Tj T* 0 Tw /F5 10 Tf (lake) Tj ( ) Tj (clean) Tj /F1 10 Tf (\). Best of 3 on the i5-8350U:) Tj T* ET Q Q q -1 0 0 1 57.02362 417.0236 cm +1 0 0 1 57.02362 620.2236 cm Q q -1 0 0 1 57.02362 309.0236 cm +1 0 0 1 57.02362 512.2236 cm q 1 1 1 rg n 0 108 481.2283 -18 re f* @@ -6238,96 +6887,102 @@ Q Q Q q -1 0 0 1 57.02362 309.0236 cm +1 0 0 1 57.02362 512.2236 cm Q q -1 0 0 1 57.02362 243.0236 cm +1 0 0 1 57.02362 446.2236 cm q BT 1 0 0 1 0 50 Tm .204897 Tw 12 TL /F1 10 Tf 0 0 0 rg (Two comparisons matter. ) Tj /F3 10 Tf (Cold vs cold) Tj /F1 10 Tf ( is the honest end-to-end compare: Lumbda asm \(46 ms\) verifies the) Tj T* 0 Tw -0.127156 Tw (proof ) Tj /F3 10 Tf (~16\327 faster than Lean's cold rebuild) Tj /F1 10 Tf ( \(722 ms\) on the same hardware, because Lumbda doesn't link a) Tj T* 0 Tw .315636 Tw (compiled binary or spin up a kernel \227 it just runs a rewriter over five small terms. ) Tj /F3 10 Tf (Cached vs cached) Tj /F1 10 Tf ( is the) Tj T* 0 Tw 1.150966 Tw (throwaway benchmark but still interesting: Lumbda asm at 7 ms vs Lean at 5 ms, within 1.5\327, on what is) Tj T* 0 Tw (essentially "read a file and print five lines.") Tj T* ET Q Q q -1 0 0 1 57.02362 177.0236 cm +1 0 0 1 57.02362 380.2236 cm q BT 1 0 0 1 0 50 Tm .526772 Tw 12 TL /F3 10 Tf 0 0 0 rg (All four Lumbda tiers verify the proof.) Tj /F1 10 Tf ( A C ) Tj /F5 10 Tf (--fast) Tj /F1 10 Tf ( bytecode-compiler bug originally caused the final tier) Tj T* 0 Tw 10.06986 Tw (to hang on the rewriter's named-let loop; narrowed to a minimal reproduction \(see) Tj T* 0 Tw 1.693196 Tw /F5 10 Tf (c/TODO-named-let-bytecode.md) Tj /F1 10 Tf (\) and worked around in the proof file by using an internal recursive) Tj T* 0 Tw .558138 Tw /F5 10 Tf (define) Tj /F1 10 Tf ( in place of the offending named-let. All four tiers now complete in under 100 ms cold. ) Tj /F3 10 Tf (Reproduce:) Tj /F1 10 Tf T* 0 Tw /F5 10 Tf (make) Tj ( ) Tj (bench-proof) Tj /F1 10 Tf ( \(source: ) Tj /F5 10 Tf (tests/bench-proof.sh) Tj /F1 10 Tf (\).) Tj T* ET Q Q q -1 0 0 1 57.02362 87.02362 cm +1 0 0 1 57.02362 290.2236 cm q -BT 1 0 0 1 0 74 Tm 2.513543 Tw 12 TL /F3 10 Tf 0 0 0 rg (First machine-checked treatment.) Tj /F1 10 Tf ( The original paper \(Odrzywo) Tj /F7 10 Tf 12 TL (n) Tj /F1 10 Tf 12 TL (ek, arXiv:2603.21852v2, 2026-04-04\)) Tj T* 0 Tw .313453 Tw (presents the EML universality claim analytically \227 pure LaTeX mathematics, no formal tool. The companion) Tj T* 0 Tw .549873 Tw (Zenodo artifact is symbolic-regression / gradient-optimization code, not a verification. To our knowledge the) Tj T* 0 Tw 1.856373 Tw (Lean 4 proof shipped in this repo is the first machine-checked treatment of the EML identities, and the) Tj T* 0 Tw .247122 Tw (accompanying Lumbda-native checker is the first self-hosted machine-checked version. Five theorems, zero) Tj T* 0 Tw .234556 Tw /F5 10 Tf (sorry) Tj /F1 10 Tf (, no Mathlib dependency \227 40\327 faster than the brute-force numerical search it replaced, and carrying) Tj T* 0 Tw (the additional guarantee that no implementation quirk of floating point can ever break the conclusion.) Tj T* ET +BT 1 0 0 1 0 74 Tm 2.513543 Tw 12 TL /F3 10 Tf 0 0 0 rg (First machine-checked treatment.) Tj /F1 10 Tf ( The original paper \(Odrzywo) Tj /F8 10 Tf 12 TL (n) Tj /F1 10 Tf 12 TL (ek, arXiv:2603.21852v2, 2026-04-04\)) Tj T* 0 Tw .313453 Tw (presents the EML universality claim analytically \227 pure LaTeX mathematics, no formal tool. The companion) Tj T* 0 Tw .549873 Tw (Zenodo artifact is symbolic-regression / gradient-optimization code, not a verification. To our knowledge the) Tj T* 0 Tw 1.856373 Tw (Lean 4 proof shipped in this repo is the first machine-checked treatment of the EML identities, and the) Tj T* 0 Tw .247122 Tw (accompanying Lumbda-native checker is the first self-hosted machine-checked version. Five theorems, zero) Tj T* 0 Tw .234556 Tw /F5 10 Tf (sorry) Tj /F1 10 Tf (, no Mathlib dependency \227 40\327 faster than the brute-force numerical search it replaced, and carrying) Tj T* 0 Tw (the additional guarantee that no implementation quirk of floating point can ever break the conclusion.) Tj T* ET Q Q - -endstream -endobj -132 0 obj -<< -/Length 8391 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 751.8236 cm +1 0 0 1 57.02362 259.0236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (9. Language Coverage) Tj T* ET Q Q q -1 0 0 1 57.02362 731.8236 cm +1 0 0 1 57.02362 239.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Lumbda implements a near-complete R7RS-small Scheme:) Tj T* ET Q Q q -1 0 0 1 57.02362 677.8236 cm +1 0 0 1 57.02362 185.0236 cm q BT 1 0 0 1 0 38 Tm 1.369223 Tw 12 TL /F3 10 Tf 0 0 0 rg (Special forms) Tj /F1 10 Tf ( \(32\): ) Tj /F5 10 Tf (define) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (set!) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (lambda) Tj /F1 10 Tf (, ) Tj /F5 10 Tf /F6 10 Tf 12 TL (l) Tj /F5 10 Tf 12 TL /F1 10 Tf (, ) Tj /F5 10 Tf (if) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (cond) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (case) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (and) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (or) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (when) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (unless) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (begin) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (let) Tj /F1 10 Tf (,) Tj T* 0 Tw 10.15262 Tw /F5 10 Tf (let*) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (letrec) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (letrec*) Tj /F1 10 Tf (, named-let, ) Tj /F5 10 Tf (do) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (quasiquote) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (define-macro) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (define-syntax) Tj /F1 10 Tf (,) Tj T* 0 Tw 3.646907 Tw /F5 10 Tf (syntax-rules) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (let-syntax) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (letrec-syntax) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (apply) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (values) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (dynamic-wind) Tj /F1 10 Tf (,) Tj T* 0 Tw /F5 10 Tf (guard) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (parameterize) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (load) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (error) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (module) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (import) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (define-record-type) Tj /F1 10 Tf (.) Tj T* ET Q Q q -1 0 0 1 57.02362 647.8236 cm +1 0 0 1 57.02362 155.0236 cm q BT 1 0 0 1 0 14 Tm .150642 Tw 12 TL /F3 10 Tf 0 0 0 rg (Built-in functions) Tj /F1 10 Tf ( \(100+\): Full arithmetic \(exact rationals, inexact reals, trigonometry\), pairs & lists \(SRFI-1\),) Tj T* 0 Tw (strings \(mutable\), characters, vectors, hash tables, I/O \(ports, file system\), system interface, Python interop.) Tj T* ET Q Q q -1 0 0 1 57.02362 617.8236 cm +1 0 0 1 57.02362 125.0236 cm q BT 1 0 0 1 0 14 Tm 2.274835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Hygienic macros) Tj /F1 10 Tf (: ) Tj /F5 10 Tf (syntax-rules) Tj /F1 10 Tf ( with ellipsis \() Tj /F5 10 Tf (...) Tj /F1 10 Tf (\) support. Pattern matching, template instantiation,) Tj T* 0 Tw (proper hygiene. Also ) Tj /F5 10 Tf (define-macro) Tj /F1 10 Tf ( for procedural macros.) Tj T* ET Q Q q -1 0 0 1 57.02362 587.8236 cm +1 0 0 1 57.02362 95.02362 cm q BT 1 0 0 1 0 14 Tm 1.958835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Standard library) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (stdlib.lsp) Tj /F1 10 Tf (, 385 lines\): Additional macros \() Tj /F5 10 Tf (swap!) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (fluid-let) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (while) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (dotimes) Tj /F1 10 Tf (\),) Tj T* 0 Tw (utility functions, simple object system, SRFI-2/8/64 test framework.) Tj T* ET Q Q q -1 0 0 1 57.02362 533.8236 cm +1 0 0 1 57.02362 65.02362 cm q -BT 1 0 0 1 0 38 Tm 1.569862 Tw 12 TL /F3 10 Tf 0 0 0 rg (Test suite) Tj /F1 10 Tf (: 974 verified assertions covering lexing, parsing, special forms, bytecode compilation, macros) Tj T* 0 Tw .214835 Tw (\(hygienic & procedural\), continuations, generators, record types, modules, arithmetic, higher-order functions,) Tj T* 0 Tw 4.238031 Tw (error handling, portal serialization, cross-implementation portal exchange, file I/O parity, & graceful) Tj T* 0 Tw (degradation on mismatched or corrupt input.) Tj T* ET +BT 1 0 0 1 0 14 Tm 1.569862 Tw 12 TL /F3 10 Tf 0 0 0 rg (Test suite) Tj /F1 10 Tf (: 974 verified assertions covering lexing, parsing, special forms, bytecode compilation, macros) Tj T* 0 Tw .214835 Tw (\(hygienic & procedural\), continuations, generators, record types, modules, arithmetic, higher-order functions,) Tj T* 0 Tw ET +Q +Q + +endstream +endobj +140 0 obj +<< +/Length 4959 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET +q +1 0 0 1 57.02362 741.0236 cm +q +BT 1 0 0 1 0 14 Tm 4.238031 Tw 12 TL /F1 10 Tf 0 0 0 rg (error handling, portal serialization, cross-implementation portal exchange, file I/O parity, & graceful) Tj T* 0 Tw (degradation on mismatched or corrupt input.) Tj T* ET Q Q q -1 0 0 1 57.02362 502.6236 cm +1 0 0 1 57.02362 709.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (10. Relationship to Companion Papers) Tj T* ET Q Q q -1 0 0 1 57.02362 482.6236 cm +1 0 0 1 57.02362 689.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Lumbda forms one piece of a larger permacomputer machine learning stack:) Tj T* ET Q Q q -1 0 0 1 57.02362 476.6236 cm +1 0 0 1 57.02362 683.8236 cm Q q -1 0 0 1 57.02362 338.6236 cm +1 0 0 1 57.02362 545.8236 cm q 1 1 1 rg n 0 138 481.2283 -18 re f* @@ -6464,25 +7119,25 @@ Q Q Q q -1 0 0 1 57.02362 338.6236 cm +1 0 0 1 57.02362 545.8236 cm Q q -1 0 0 1 57.02362 284.6236 cm +1 0 0 1 57.02362 491.8236 cm q BT 1 0 0 1 0 38 Tm 1.738453 Tw 12 TL /F1 10 Tf 0 0 0 rg (Lumbda provides the runtime layer: a language that can checkpoint its own execution, migrate between) Tj T* 0 Tw 3.051529 Tw (machines, & resume from serialized state. The portal system enables distributed computation across) Tj T* 0 Tw 1.058196 Tw (permacomputer nodes. Categorization & feedback activities could run inside Lumbda's VM, with ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf T* 0 Tw (providing the state machine transitions & portal providing persistence.) Tj T* ET Q Q q -1 0 0 1 57.02362 253.4236 cm +1 0 0 1 57.02362 460.6236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11. Four Implementation Tiers, One Language) Tj T* ET Q Q q -1 0 0 1 57.02362 239.4236 cm +1 0 0 1 57.02362 446.6236 cm Q q -1 0 0 1 57.02362 227.4236 cm +1 0 0 1 57.02362 434.6236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -6498,21 +7153,21 @@ Q Q Q q -1 0 0 1 57.02362 227.4236 cm +1 0 0 1 57.02362 434.6236 cm Q q -1 0 0 1 57.02362 149.4236 cm +1 0 0 1 57.02362 356.6236 cm q BT 1 0 0 1 0 62 Tm .778726 Tw 12 TL /F1 10 Tf 0 0 0 rg (Lumbda ships as four independently built tiers: a Python bytecode VM, a C tree-walker, a C bytecode VM,) Tj T* 0 Tw 2.18402 Tw (and a C x86_64 JIT \(the last three packaged in one binary, selectable by flag\), plus a pure-assembly) Tj T* 0 Tw .931492 Tw (interpreter. Each tier is MOAD-isolated from the others \227 a defect surfaced in one is fixed in that tier, not) Tj T* 0 Tw 2.098556 Tw (patched across shared infrastructure. All four run the same ) Tj /F5 10 Tf (.lsp) Tj /F1 10 Tf ( source files and exchange the same) Tj T* 0 Tw 2.266213 Tw (S-expression portal format; \24711.3-\24711.5 demonstrate this end-to-end across sockets, relays, and HTTP) Tj T* 0 Tw (portal transfers.) Tj T* ET Q Q q -1 0 0 1 57.02362 141.4236 cm +1 0 0 1 57.02362 348.6236 cm Q endstream endobj -133 0 obj +141 0 obj << /Length 1782 >> @@ -6576,9 +7231,9 @@ Q endstream endobj -134 0 obj +142 0 obj << -/Length 13005 +/Length 13280 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET @@ -6866,7 +7521,7 @@ q 1 0 0 1 146.8473 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (4,968) Tj T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (6,645) Tj T* ET Q Q q @@ -6943,81 +7598,31 @@ BT 1 0 0 1 0 62 Tm .118138 Tw 12 TL /F3 10 Tf 0 0 0 rg (The JIT runs Scheme fast Q Q q -1 0 0 1 57.02362 381.0236 cm +1 0 0 1 57.02362 345.0236 cm q -BT 1 0 0 1 0 98 Tm .274168 Tw 12 TL /F3 10 Tf 0 0 0 rg (The assembly implementation proves the language runs on bare metal.) Tj /F1 10 Tf ( 4,968 lines of ) Tj /F3 10 Tf (GNU assembler) Tj T* 0 Tw .459104 Tw (\(GAS, AT) Tj (&) Tj (T syntax\)) Tj /F1 10 Tf (, ) Tj /F3 10 Tf (22 KB stripped binary) Tj /F1 10 Tf (, zero external dependencies. Fourteen Linux syscalls \() Tj /F5 10 Tf (read) Tj /F1 10 Tf (,) Tj T* 0 Tw 7.484835 Tw /F5 10 Tf (write) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (open) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (close) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (lseek) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (mmap) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (munmap) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (socket) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (connect) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (accept) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (bind) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (listen) Tj /F1 10 Tf (,) Tj T* 0 Tw 2.397122 Tw /F5 10 Tf (clock_gettime) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (exit) Tj /F1 10 Tf (\) \227 no libc, no stdlib. A bump allocator with ) Tj /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf T* 0 Tw .123835 Tw (arena primitives, tag-in-low-3-bits values, ) Tj /F3 10 Tf (91 builtins) Tj /F1 10 Tf ( \(including ) Tj /F5 10 Tf (load) Tj /F1 10 Tf (, ports, ) Tj /F5 10 Tf (write-file) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (file-) Tj (>) Tj (string) Tj /F1 10 Tf (,) Tj T* 0 Tw 6.731043 Tw /F5 10 Tf (portal-save) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (portal-resume) Tj /F1 10 Tf (, the six ) Tj /F5 10 Tf (tcp-*) Tj /F1 10 Tf ( socket primitives, ) Tj /F5 10 Tf (read-from-string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (,) Tj T* 0 Tw 6.946027 Tw /F5 10 Tf (symbol-) Tj (>) Tj (string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (current-time-ms) Tj /F1 10 Tf (\), & TCO via ) Tj /F5 10 Tf (jmp) Tj /F1 10 Tf (. It runs ) Tj /F5 10 Tf (\(ack) Tj ( ) Tj (3) Tj ( ) Tj (4\)) Tj ( ) Tj (=) Tj ( ) Tj (125) Tj /F1 10 Tf ( &) Tj T* 0 Tw 2.133223 Tw /F5 10 Tf (\(fib) Tj ( ) Tj (35\)) Tj ( ) Tj (=) Tj ( ) Tj (9227465) Tj /F1 10 Tf ( correctly, serves HTTP at ) Tj /F3 10 Tf (2,994 req/s) Tj /F1 10 Tf (, and survives indefinitely with flat O\(1\)) Tj T* 0 Tw (memory when the programmer uses the snapshot/restore arena in a per-request loop.) Tj T* ET +BT 1 0 0 1 0 134 Tm .274168 Tw 12 TL /F3 10 Tf 0 0 0 rg (The assembly implementation proves the language runs on bare metal.) Tj /F1 10 Tf ( 6,645 lines of ) Tj /F3 10 Tf (GNU assembler) Tj T* 0 Tw .321147 Tw (\(GAS, AT) Tj (&) Tj (T syntax\)) Tj /F1 10 Tf (, assembled with ) Tj /F5 10 Tf (as) Tj /F1 10 Tf ( and linked with ) Tj /F5 10 Tf (ld) Tj /F1 10 Tf ( from GNU binutils; ~22 KB stripped bump-only) Tj T* 0 Tw .295257 Tw (binary, ~25 KB stripped under the optional ) Tj /F5 10 Tf (GC_NAIVE) Tj /F1 10 Tf ( assemble flag. Zero external dependencies. Fourteen) Tj T* 0 Tw 1.588196 Tw (Linux syscalls \() Tj /F5 10 Tf (read) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (write) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (open) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (close) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (lseek) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (mmap) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (munmap) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (socket) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (connect) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (accept) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (bind) Tj /F1 10 Tf (,) Tj T* 0 Tw 12.76076 Tw /F5 10 Tf (listen) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (clock_gettime) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (exit) Tj /F1 10 Tf (\) \227 no libc, no stdlib. A bump allocator with) Tj T* 0 Tw 1.343543 Tw /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( arena primitives, tag-in-low-3-bits values, ) Tj /F3 10 Tf (95+ builtins) Tj /F1 10 Tf ( \(including ) Tj /F5 10 Tf (load) Tj /F1 10 Tf (,) Tj T* 0 Tw 1.562038 Tw (ports, ) Tj /F5 10 Tf (write-file) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (file-) Tj (>) Tj (string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (portal-save) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (portal-resume) Tj /F1 10 Tf (, the six ) Tj /F5 10 Tf (tcp-*) Tj /F1 10 Tf ( socket primitives,) Tj T* 0 Tw 7.344724 Tw /F5 10 Tf (read-from-string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (symbol-) Tj (>) Tj (string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (current-time-ms) Tj /F1 10 Tf (, native ) Tj /F5 10 Tf (hash-table-*) Tj /F1 10 Tf ( and) Tj T* 0 Tw .773223 Tw /F5 10 Tf (hash-set-*) Tj /F1 10 Tf (, plus ) Tj /F5 10 Tf (with-arena) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (gc-collect) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (gc-stats) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (arena-stats) Tj /F1 10 Tf ( in the GC build\), & TCO via) Tj T* 0 Tw 1.293071 Tw /F5 10 Tf (jmp) Tj /F1 10 Tf (. It runs ) Tj /F5 10 Tf (\(ack) Tj ( ) Tj (3) Tj ( ) Tj (4\)) Tj ( ) Tj (=) Tj ( ) Tj (125) Tj /F1 10 Tf ( & ) Tj /F5 10 Tf (\(fib) Tj ( ) Tj (35\)) Tj ( ) Tj (=) Tj ( ) Tj (9227465) Tj /F1 10 Tf ( correctly, serves HTTP at ) Tj /F3 10 Tf (2,994 req/s) Tj /F1 10 Tf (, and) Tj T* 0 Tw 1.62589 Tw (survives indefinitely with flat O\(1\) memory via either the snapshot/restore arena in a per-request loop ) Tj /F4 10 Tf (or) Tj /F1 10 Tf T* 0 Tw /F5 10 Tf (\(with-arena) Tj ( ) Tj (thunk\)) Tj /F1 10 Tf ( under the collecting build \(see \2476.6\).) Tj T* ET Q Q q -1 0 0 1 57.02362 327.0236 cm +1 0 0 1 57.02362 291.0236 cm q BT 1 0 0 1 0 38 Tm 2.546213 Tw 12 TL /F3 10 Tf 0 0 0 rg (The bytecode VM delivers 7--19\327 speedup over tree-walking.) Tj /F1 10 Tf ( The Python implementation compiles) Tj T* 0 Tw .411147 Tw (Scheme to 40 opcodes \(plus 20 specialized & 5 superinstructions\), executed on an explicit frame stack with) Tj T* 0 Tw 1.206213 Tw (inline caching, constant folding, & peephole optimization. Full first-class continuations \(multi-shot, upward\)) Tj T* 0 Tw (enable generators, coroutines, & machine state migration via portal.) Tj T* ET Q Q q -1 0 0 1 57.02362 301.0236 cm +1 0 0 1 57.02362 265.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (11.1 Test Coverage) Tj T* ET Q Q q -1 0 0 1 57.02362 283.0236 cm +1 0 0 1 57.02362 247.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (975 verified assertions) Tj /F1 10 Tf ( across all implementations, all green under ) Tj /F5 10 Tf (make) Tj ( ) Tj (test-all) Tj /F1 10 Tf (:) Tj T* ET Q Q q -1 0 0 1 57.02362 277.0236 cm -Q -q -1 0 0 1 57.02362 277.0236 cm -Q -q -1 0 0 1 57.02362 265.0236 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (Python unit + integration: ) Tj /F3 10 Tf (571 tests) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (tests.py) Tj /F1 10 Tf (\)) Tj T* ET -Q -Q -q -Q -Q -Q -q -1 0 0 1 57.02362 259.0236 cm -Q -q -1 0 0 1 57.02362 247.0236 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (C unit + integration + JIT + continuations + portal: ) Tj /F3 10 Tf (83 tests) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (c/test.c) Tj /F1 10 Tf (\)) Tj T* ET -Q -Q -q -Q -Q +1 0 0 1 57.02362 241.0236 cm Q q 1 0 0 1 57.02362 241.0236 cm @@ -7037,7 +7642,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (Assembly unit + integration + functional: ) Tj /F3 10 Tf (132 tests) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (asm/test.sh) Tj /F1 10 Tf (\)) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (Python unit + integration: ) Tj /F3 10 Tf (571 tests) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (tests.py) Tj /F1 10 Tf (\)) Tj T* ET Q Q q @@ -7062,6 +7667,56 @@ Q q 1 0 0 1 23 -3 cm q +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (C unit + integration + JIT + continuations + portal: ) Tj /F3 10 Tf (83 tests) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (c/test.c) Tj /F1 10 Tf (\)) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 205.0236 cm +Q +q +1 0 0 1 57.02362 193.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (Assembly unit + integration + functional: ) Tj /F3 10 Tf (132 tests) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (asm/test.sh) Tj /F1 10 Tf (\)) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 187.0236 cm +Q +q +1 0 0 1 57.02362 175.0236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (Shared functional \(same ) Tj /F5 10 Tf (.lsp) Tj /F1 10 Tf ( in Python + C\): ) Tj /F3 10 Tf (189 tests) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (tests/functional.lsp) Tj /F1 10 Tf (\)) Tj T* ET Q Q @@ -7070,47 +7725,47 @@ Q Q Q q -1 0 0 1 57.02362 193.0236 cm +1 0 0 1 57.02362 157.0236 cm Q q -1 0 0 1 57.02362 151.0236 cm +1 0 0 1 57.02362 115.0236 cm q BT 1 0 0 1 0 26 Tm .98631 Tw 12 TL /F1 10 Tf 0 0 0 rg (The shared functional suite matters: it runs byte-identical Scheme source through two different runtimes &) Tj T* 0 Tw .353432 Tw (compares output. Python & C agree 189 times per run. When they disagree, that tells us something specific) Tj T* 0 Tw (& actionable.) Tj T* ET Q Q q -1 0 0 1 57.02362 121.0236 cm +1 0 0 1 57.02362 85.02362 cm q BT 1 0 0 1 0 14 Tm 3.001043 Tw 12 TL /F1 10 Tf 0 0 0 rg (Cross-implementation portal exchange is verified separately: ) Tj /F5 10 Tf (tests/portal-cross-test.sh) Tj /F1 10 Tf ( runs 9) Tj T* 0 Tw (producer\327consumer combinations. All 9 green.) Tj T* ET Q Q + +endstream +endobj +143 0 obj +<< +/Length 16605 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 95.02362 cm +1 0 0 1 57.02362 753.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (11.2 File I/O Parity) Tj T* ET Q Q q -1 0 0 1 57.02362 65.02362 cm +1 0 0 1 57.02362 723.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .155596 Tw (All three implementations share the same minimal file I/O vocabulary \227 discovered necessary while building) Tj T* 0 Tw (the cross-impl portal:) Tj T* ET Q Q q -1 0 0 1 57.02362 62.69291 cm +1 0 0 1 57.02362 717.0236 cm Q - -endstream -endobj -135 0 obj -<< -/Length 16993 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 585.0236 cm +1 0 0 1 57.02362 537.0236 cm q 1 1 1 rg n 0 180 481.2283 -18 re f* @@ -7188,21 +7843,21 @@ q 1 0 0 1 285.7839 147 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 147 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 147 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7222,21 +7877,21 @@ q 1 0 0 1 285.7839 129 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 129 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 129 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7256,21 +7911,21 @@ q 1 0 0 1 285.7839 111 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 111 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 111 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7290,21 +7945,21 @@ q 1 0 0 1 285.7839 93 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 93 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 93 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7324,21 +7979,21 @@ q 1 0 0 1 285.7839 75 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 75 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 75 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7358,21 +8013,21 @@ q 1 0 0 1 285.7839 57 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 57 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 57 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7392,21 +8047,21 @@ q 1 0 0 1 285.7839 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7426,21 +8081,21 @@ q 1 0 0 1 285.7839 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7460,21 +8115,21 @@ q 1 0 0 1 285.7839 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 352.9321 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 420.0802 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7503,32 +8158,32 @@ Q Q Q q -1 0 0 1 57.02362 585.0236 cm +1 0 0 1 57.02362 537.0236 cm Q q -1 0 0 1 57.02362 519.0236 cm +1 0 0 1 57.02362 471.0236 cm q BT 1 0 0 1 0 50 Tm .254609 Tw 12 TL /F1 10 Tf 0 0 0 rg (The asm port representation deserves a note. Because all three tag bits are consumed by the existing value) Tj T* 0 Tw 4.102038 Tw (types \(int/pair/sym/closure/builtin/special/string/vector\), we encode ports as ) Tj /F5 10 Tf (SPECIAL) Tj /F1 10 Tf ( values ) Tj /F6 10 Tf 12 TL (\263) Tj /F1 10 Tf 12 TL ( 1000:) Tj T* 0 Tw 8.520835 Tw /F5 10 Tf (port_val) Tj ( ) Tj (=) Tj ( ) Tj (\(\(PORT_SPECIAL_BASE) Tj ( ) Tj (+) Tj ( ) Tj (fd\)) Tj ( ) Tj (<) Tj (<) Tj ( ) Tj (3\)) Tj ( ) Tj (|) Tj ( ) Tj (TAG_SPECIAL) Tj /F1 10 Tf (. Extraction is) Tj T* 0 Tw .162256 Tw /F5 10 Tf (fd) Tj ( ) Tj (=) Tj ( ) Tj (\(val) Tj ( ) Tj (>) Tj (>) Tj ( ) Tj (3\)) Tj ( ) Tj (-) Tj ( ) Tj (PORT_SPECIAL_BASE) Tj /F1 10 Tf (. ) Tj /F5 10 Tf (port?) Tj /F1 10 Tf ( is a range check. No tag expansion, no heap object,) Tj T* 0 Tw (no allocator pressure \227 the port is the file descriptor, wrapped.) Tj T* ET Q Q q -1 0 0 1 57.02362 493.0236 cm +1 0 0 1 57.02362 445.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (11.3 Sockets: One HTTP Server, Three Runtimes) Tj T* ET Q Q q -1 0 0 1 57.02362 475.0236 cm +1 0 0 1 57.02362 427.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Six primitives extend the file-I/O vocabulary to TCP:) Tj T* ET Q Q q -1 0 0 1 57.02362 469.0236 cm +1 0 0 1 57.02362 421.0236 cm Q q -1 0 0 1 57.02362 331.0236 cm +1 0 0 1 57.02362 283.0236 cm q 1 1 1 rg n 0 138 481.2283 -18 re f* @@ -7600,21 +8255,21 @@ q 1 0 0 1 333.6448 105 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 384.8393 105 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 436.0338 105 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7634,21 +8289,21 @@ q 1 0 0 1 333.6448 87 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 384.8393 87 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 436.0338 87 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7668,21 +8323,21 @@ q 1 0 0 1 333.6448 57 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 384.8393 57 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 436.0338 57 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7702,21 +8357,21 @@ q 1 0 0 1 333.6448 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 384.8393 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 436.0338 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7736,21 +8391,21 @@ q 1 0 0 1 333.6448 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 384.8393 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 436.0338 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7770,21 +8425,21 @@ q 1 0 0 1 333.6448 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 384.8393 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q 1 0 0 1 436.0338 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F7 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F8 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q @@ -7810,22 +8465,22 @@ Q Q Q q -1 0 0 1 57.02362 331.0236 cm +1 0 0 1 57.02362 283.0236 cm Q q -1 0 0 1 57.02362 289.0236 cm +1 0 0 1 57.02362 241.0236 cm q BT 1 0 0 1 0 26 Tm .215176 Tw 12 TL /F1 10 Tf 0 0 0 rg (Sockets share the same port representation as files \227 in asm the fd is packed into ) Tj /F5 10 Tf (SPECIAL) Tj /F1 10 Tf ( values ) Tj /F6 10 Tf 12 TL (\263) Tj /F1 10 Tf 12 TL ( 1000,) Tj T* 0 Tw .794123 Tw (in Python + C the fd lives inside an existing ULPort struct. ) Tj /F5 10 Tf (read) Tj /F1 10 Tf (/) Tj /F5 10 Tf (write) Tj /F1 10 Tf ( unify because to Linux a socket is) Tj T* 0 Tw (just an fd.) Tj T* ET Q Q q -1 0 0 1 57.02362 259.0236 cm +1 0 0 1 57.02362 211.0236 cm q BT 1 0 0 1 0 14 Tm .886796 Tw 12 TL /F5 10 Tf 0 0 0 rg (examples/http-server.lsp) Tj /F1 10 Tf ( is a 90-line HTTP/1.0 server. It parses a request line, dispatches by path,) Tj T* 0 Tw (and returns 200/404 with Content-Length. The same file runs unmodified in all three impls:) Tj T* ET Q Q q -1 0 0 1 57.02362 209.0236 cm +1 0 0 1 57.02362 161.0236 cm q q 1 0 0 1 0 0 cm @@ -7845,43 +8500,39 @@ Q Q Q q -1 0 0 1 57.02362 153.0236 cm +1 0 0 1 57.02362 105.0236 cm q BT 1 0 0 1 0 38 Tm -0.093471 Tw 12 TL /F1 10 Tf 0 0 0 rg (The companion ) Tj /F5 10 Tf (examples/http-client-bench.lsp) Tj /F1 10 Tf ( is a 45-line load generator using only the six ) Tj /F5 10 Tf (tcp-*) Tj /F1 10 Tf T* 0 Tw 2.952577 Tw (primitives plus ) Tj /F5 10 Tf (current-time-ms) Tj /F1 10 Tf (. In-process client eliminates the ~2 ms/request fork overhead that) Tj T* 0 Tw 1.553486 Tw (curl-based benchmarks suffer, so real server throughput shows through. ) Tj /F3 10 Tf (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-web) Tj /F1 10 Tf T* 0 Tw (\(source: ) Tj /F5 10 Tf (tests/web-benchmark.sh) Tj /F1 10 Tf (\).) Tj T* ET Q Q q -1 0 0 1 57.02362 147.0236 cm +1 0 0 1 57.02362 99.02362 cm Q q -1 0 0 1 57.02362 75.02362 cm +1 0 0 1 57.02362 63.02362 cm q 1 1 1 rg -n 0 72 481.2283 -18 re f* -.878431 .878431 .878431 rg -n 0 54 481.2283 -18 re f* -1 1 1 rg n 0 36 481.2283 -18 re f* .878431 .878431 .878431 rg n 0 18 481.2283 -18 re f* 0 0 0 rg BT /F3 10 Tf 12 TL ET q -1 0 0 1 6 57 cm +1 0 0 1 6 21 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 111.934 0 Td (Pair) Tj T* -111.934 0 Td ET Q Q q -1 0 0 1 260.7679 57 cm +1 0 0 1 260.7679 21 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 18.3801 0 Td (Requests/sec) Tj T* -18.3801 0 Td ET Q Q q -1 0 0 1 373.9981 57 cm +1 0 0 1 373.9981 21 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 18.3801 0 Td (vs curl bench) Tj T* -18.3801 0 Td ET @@ -7890,66 +8541,24 @@ Q 0 0 0 rg BT /F1 10 Tf 12 TL ET q -1 0 0 1 6 39 cm +1 0 0 1 6 3 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Python server ) Tj /F6 10 Tf 12 TL (\254) Tj /F1 10 Tf 12 TL ( Python client) Tj T* ET Q Q q -1 0 0 1 260.7679 39 cm +1 0 0 1 260.7679 3 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (2,403) Tj T* ET Q Q q -1 0 0 1 373.9981 39 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (6.3\327) Tj T* ET -Q -Q -q -1 0 0 1 6 21 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (C server ) Tj /F6 10 Tf 12 TL (\254) Tj /F1 10 Tf 12 TL ( C client) Tj T* ET -Q -Q -q -1 0 0 1 260.7679 21 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (2,439) Tj T* ET -Q -Q -q -1 0 0 1 373.9981 21 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (6.4\327) Tj T* ET -Q -Q -q -1 0 0 1 6 3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (asm server ) Tj /F6 10 Tf 12 TL (\254) Tj /F1 10 Tf 12 TL ( asm client) Tj T* ET -Q -Q -q -1 0 0 1 260.7679 3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (2,994) Tj T* ET -Q -Q -q 1 0 0 1 373.9981 3 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (7.8\327) Tj T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (6.3\327) Tj T* ET Q Q q @@ -7958,34 +8567,78 @@ q 0 0 0 RG .25 w n 0 0 m 481.2283 0 l S -n 0 54 m 481.2283 54 l S -n 0 36 m 481.2283 36 l S n 0 18 m 481.2283 18 l S -n 254.7679 0 m 254.7679 72 l S -n 367.9981 0 m 367.9981 72 l S -n 0 72 m 481.2283 72 l S -n 0 0 m 0 72 l S -n 481.2283 0 m 481.2283 72 l S +n 254.7679 0 m 254.7679 36 l S +n 367.9981 0 m 367.9981 36 l S +n 0 36 m 481.2283 36 l S +n 0 0 m 0 36 l S +n 481.2283 0 m 481.2283 36 l S Q Q Q endstream endobj -136 0 obj +144 0 obj << -/Length 9833 +/Length 10122 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 747.0236 cm +1 0 0 1 57.02362 711.0236 cm q 1 1 1 rg +n 0 54 481.2283 -18 re f* +.878431 .878431 .878431 rg +n 0 36 481.2283 -18 re f* +1 1 1 rg n 0 18 481.2283 -18 re f* 0 0 0 rg BT /F1 10 Tf 12 TL ET q +1 0 0 1 6 39 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (C server ) Tj /F6 10 Tf 12 TL (\254) Tj /F1 10 Tf 12 TL ( C client) Tj T* ET +Q +Q +q +1 0 0 1 260.7679 39 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (2,439) Tj T* ET +Q +Q +q +1 0 0 1 373.9981 39 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (6.4\327) Tj T* ET +Q +Q +q +1 0 0 1 6 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (asm server ) Tj /F6 10 Tf 12 TL (\254) Tj /F1 10 Tf 12 TL ( asm client) Tj T* ET +Q +Q +q +1 0 0 1 260.7679 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (2,994) Tj T* ET +Q +Q +q +1 0 0 1 373.9981 21 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (7.8\327) Tj T* ET +Q +Q +q 1 0 0 1 6 3 cm q 0 0 0 rg @@ -8011,41 +8664,43 @@ q 1 j 0 0 0 RG .25 w +n 0 54 m 481.2283 54 l S +n 0 36 m 481.2283 36 l S n 0 18 m 481.2283 18 l S -n 254.7679 0 m 254.7679 18 l S -n 367.9981 0 m 367.9981 18 l S -n 0 0 m 0 18 l S -n 481.2283 0 m 481.2283 18 l S +n 254.7679 0 m 254.7679 54 l S +n 367.9981 0 m 367.9981 54 l S +n 0 0 m 0 54 l S +n 481.2283 0 m 481.2283 54 l S n 0 0 m 481.2283 0 l S Q Q Q q -1 0 0 1 57.02362 747.0236 cm +1 0 0 1 57.02362 711.0236 cm Q q -1 0 0 1 57.02362 717.0236 cm +1 0 0 1 57.02362 681.0236 cm q BT 1 0 0 1 0 14 Tm .163917 Tw 12 TL /F1 10 Tf 0 0 0 rg (\(The asm-server / asm-client pair is the fastest cell here \227 2,994 req/s from a 22 KB binary, served & driven) Tj T* 0 Tw (by the same 22 KB binary.\)) Tj T* ET Q Q q -1 0 0 1 57.02362 675.0236 cm +1 0 0 1 57.02362 639.0236 cm q BT 1 0 0 1 0 26 Tm .050596 Tw 12 TL /F1 10 Tf 0 0 0 rg (For external comparison: ) Tj /F5 10 Tf (python3) Tj ( ) Tj (-m) Tj ( ) Tj (http.server) Tj /F1 10 Tf ( and busybox httpd both land around 382 req/s under) Tj T* 0 Tw 1.458334 Tw (a curl client on the same machine. When driven by an in-process client they hit the same ceiling as our) Tj T* 0 Tw (servers \227 the bottleneck has always been the client fork/exec, not the server.) Tj T* ET Q Q q -1 0 0 1 57.02362 621.0236 cm +1 0 0 1 57.02362 585.0236 cm q BT 1 0 0 1 0 38 Tm 2.116575 Tw 12 TL /F3 10 Tf 0 0 0 rg (What's remarkable is not the speed.) Tj /F1 10 Tf ( It is that a 22 KB binary with zero libc dependency and seven) Tj T* 0 Tw .829353 Tw (canonical Linux syscalls plus the socket family runs HTTP as fast as anything else on the machine, with a) Tj T* 0 Tw .829272 Tw (protocol handler written in portable Scheme that runs byte-for-byte in all three runtimes. The asm binary is) Tj T* 0 Tw /F3 10 Tf (96\327 smaller than busybox httpd) Tj /F1 10 Tf ( \(2.1 MB\) and ) Tj /F3 10 Tf (360\327 smaller than the Python interpreter) Tj /F1 10 Tf ( alone \(8 MB\).) Tj T* ET Q Q q -1 0 0 1 57.02362 613.0236 cm +1 0 0 1 57.02362 577.0236 cm Q q -1 0 0 1 57.02362 562.4202 cm +1 0 0 1 57.02362 526.4202 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8068,29 +8723,29 @@ Q Q Q q -1 0 0 1 57.02362 554.4202 cm +1 0 0 1 57.02362 518.4202 cm Q q -1 0 0 1 57.02362 528.4202 cm +1 0 0 1 57.02362 492.4202 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (11.4 S-expressions over Sockets: RPC, REPL, and Chains) Tj T* ET Q Q q -1 0 0 1 57.02362 486.4202 cm +1 0 0 1 57.02362 450.4202 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .048022 Tw (The HTTP example sends request-line bytes and response-line bytes. Those bytes don't have to be HTTP. If) Tj T* 0 Tw .199913 Tw (both sides of the wire speak Scheme, the wire protocol can be Scheme source itself \227 the reader is already) Tj T* 0 Tw (the parser you need. Two new builtins close the loop in all three impls:) Tj T* ET Q Q q -1 0 0 1 57.02362 480.4202 cm +1 0 0 1 57.02362 444.4202 cm Q q -1 0 0 1 57.02362 480.4202 cm +1 0 0 1 57.02362 444.4202 cm Q q -1 0 0 1 57.02362 468.4202 cm +1 0 0 1 57.02362 432.4202 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8112,10 +8767,10 @@ Q Q Q q -1 0 0 1 57.02362 462.4202 cm +1 0 0 1 57.02362 426.4202 cm Q q -1 0 0 1 57.02362 438.4202 cm +1 0 0 1 57.02362 402.4202 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8137,45 +8792,45 @@ Q Q Q q -1 0 0 1 57.02362 420.4202 cm +1 0 0 1 57.02362 384.4202 cm Q q -1 0 0 1 57.02362 402.4202 cm +1 0 0 1 57.02362 366.4202 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Two server patterns emerge:) Tj T* ET Q Q q -1 0 0 1 57.02362 360.4202 cm +1 0 0 1 57.02362 324.4202 cm q BT 1 0 0 1 0 26 Tm .027362 Tw 12 TL /F3 10 Tf 0 0 0 rg (Whitelisted RPC) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (examples/rpc-server.lsp) Tj /F1 10 Tf (, 90 lines\). The server reads a request sexp, dispatches by) Tj T* 0 Tw 1.114908 Tw (car on a closed set \() Tj /F5 10 Tf (ping) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (add) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (mul) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (fib) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (echo) Tj /F1 10 Tf (\), never calls ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( on client input. Safe by construction.) Tj T* 0 Tw (Uses ) Tj /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( for O\(1\) memory on asm.) Tj T* ET Q Q q -1 0 0 1 57.02362 294.4202 cm +1 0 0 1 57.02362 258.4202 cm q BT 1 0 0 1 0 50 Tm .076027 Tw 12 TL /F3 10 Tf 0 0 0 rg (Full remote REPL) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (examples/repl-server.lsp) Tj /F1 10 Tf (, 70 lines\). The server reads a request sexp and passes) Tj T* 0 Tw .534609 Tw (it straight to ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (. Persistent global env across connections; ) Tj /F5 10 Tf (\(define) Tj ( ) Tj (x) Tj ( ) Tj (42\)) Tj /F1 10 Tf ( from one call is visible from) Tj T* 0 Tw 1.463453 Tw (the next. DANGER: any reachable client can run arbitrary Scheme in-process. Deliberately does not use) Tj T* 0 Tw .876027 Tw /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf ( because remote ) Tj /F5 10 Tf (define) Tj /F1 10 Tf ( adds bindings past any snapshot point; the ) Tj /F5 10 Tf (ulimit) Tj ( ) Tj (-v) Tj /F1 10 Tf ( safety) Tj T* 0 Tw (cap \(512 MB\) backstops the leak.) Tj T* ET Q Q q -1 0 0 1 57.02362 264.4202 cm +1 0 0 1 57.02362 228.4202 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .909903 Tw (Both patterns run byte-identically in Python, C, and asm. The 3\3273 server\327client matrix is 9/9 green \227 any) Tj T* 0 Tw (runtime can host either side.) Tj T* ET Q Q q -1 0 0 1 57.02362 222.4202 cm +1 0 0 1 57.02362 186.4202 cm q BT 1 0 0 1 0 26 Tm 1.432577 Tw 12 TL /F3 10 Tf 0 0 0 rg (Chains: relays across runtimes.) Tj /F1 10 Tf ( A transparent relay \() Tj /F5 10 Tf (examples/rpc-relay.lsp) Tj /F1 10 Tf (, 50 lines\) accepts a) Tj T* 0 Tw 1.39989 Tw (connection, forwards the request bytes to a backend without parsing, relays the reply back. Because the) Tj T* 0 Tw (envelope is Scheme source and the relay never opens it, chains of arbitrary runtimes compose naturally:) Tj T* ET Q Q q -1 0 0 1 57.02362 216.4202 cm +1 0 0 1 57.02362 180.4202 cm Q q -1 0 0 1 57.02362 126.4202 cm +1 0 0 1 57.02362 90.42016 cm q 1 1 1 rg n 0 90 481.2283 -18 re f* @@ -8315,63 +8970,57 @@ Q Q Q q -1 0 0 1 57.02362 126.4202 cm -Q -q -1 0 0 1 57.02362 84.42016 cm -q -BT 1 0 0 1 0 26 Tm 1.815464 Tw 12 TL /F1 10 Tf 0 0 0 rg (Each relay hop costs ~650 \265s \(one full TCP round-trip + context switches on the same host, no actual) Tj T* 0 Tw 5.709882 Tw (parsing work\). The relay never allocates anything beyond a transient buffer; on asm it uses) Tj T* 0 Tw 1.25985 Tw /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( to keep memory flat under load. Four runtimes strung together through) Tj T* 0 Tw ET -Q +1 0 0 1 57.02362 90.42016 cm Q endstream endobj -137 0 obj +145 0 obj << -/Length 7387 +/Length 7013 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 741.0236 cm +1 0 0 1 57.02362 705.0236 cm q -BT 1 0 0 1 0 14 Tm 3.232362 Tw 12 TL /F1 10 Tf 0 0 0 rg (two relay machines, the same ) Tj /F5 10 Tf (.lsp) Tj /F1 10 Tf ( on every hop. ) Tj /F3 10 Tf (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-rpc-chain) Tj /F1 10 Tf ( \(source:) Tj T* 0 Tw /F5 10 Tf (tests/rpc-chain-bench.sh) Tj /F1 10 Tf (\).) Tj T* ET +BT 1 0 0 1 0 50 Tm 1.815464 Tw 12 TL /F1 10 Tf 0 0 0 rg (Each relay hop costs ~650 \265s \(one full TCP round-trip + context switches on the same host, no actual) Tj T* 0 Tw 5.709882 Tw (parsing work\). The relay never allocates anything beyond a transient buffer; on asm it uses) Tj T* 0 Tw 1.25985 Tw /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( to keep memory flat under load. Four runtimes strung together through) Tj T* 0 Tw 3.232362 Tw (two relay machines, the same ) Tj /F5 10 Tf (.lsp) Tj /F1 10 Tf ( on every hop. ) Tj /F3 10 Tf (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-rpc-chain) Tj /F1 10 Tf ( \(source:) Tj T* 0 Tw /F5 10 Tf (tests/rpc-chain-bench.sh) Tj /F1 10 Tf (\).) Tj T* ET Q Q q -1 0 0 1 57.02362 699.0236 cm +1 0 0 1 57.02362 663.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .921575 Tw (The result is not a performance story \227 it is a composition story. S-expressions are the envelope and the) Tj T* 0 Tw .649925 Tw (payload. A 22 KB binary can be a backend, a relay, a client, or any point in a chain; the protocol needs no) Tj T* 0 Tw (separate definition because the protocol IS the language.) Tj T* ET Q Q q -1 0 0 1 57.02362 673.0236 cm +1 0 0 1 57.02362 637.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (11.5 Portal over HTTP: State Transfer Between Machines) Tj T* ET Q Q q -1 0 0 1 57.02362 631.0236 cm +1 0 0 1 57.02362 595.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .273647 Tw (The HTTP server carries request bytes. The portal serializes machine state to bytes. Combine them: a node) Tj T* 0 Tw .711667 Tw (exposes its state as an HTTP endpoint, another node pulls that endpoint down and resumes. This was the) Tj T* 0 Tw (first item in \24713 Future Work \227 it is now a running demo.) Tj T* ET Q Q q -1 0 0 1 57.02362 589.0236 cm +1 0 0 1 57.02362 553.0236 cm q BT 1 0 0 1 0 26 Tm .363486 Tw 12 TL /F5 10 Tf 0 0 0 rg (examples/portal-http-server.lsp) Tj /F1 10 Tf ( holds some state \(integer counter, list, string, the result of fib\(30\)\)) Tj T* 0 Tw 1.391223 Tw (and answers ) Tj /F5 10 Tf (GET) Tj ( ) Tj (/portal) Tj /F1 10 Tf ( with an S-expression portal body \227 literally a sequence of ) Tj /F5 10 Tf (\(define) Tj ( ) Tj (...\)) Tj /F1 10 Tf T* 0 Tw (forms.) Tj T* ET Q Q q -1 0 0 1 57.02362 547.0236 cm +1 0 0 1 57.02362 511.0236 cm q BT 1 0 0 1 0 26 Tm 1.574395 Tw 12 TL /F5 10 Tf 0 0 0 rg (examples/portal-http-client.lsp) Tj /F1 10 Tf ( dials the endpoint, strips the HTTP headers, splits the body by) Tj T* 0 Tw 2.070759 Tw (newline, and for each non-empty, non-comment line calls ) Tj /F5 10 Tf (\(eval) Tj ( ) Tj (\(read-from-string) Tj ( ) Tj (line\)\)) Tj /F1 10 Tf (. The) Tj T* 0 Tw (remote bindings become local.) Tj T* ET Q Q q -1 0 0 1 57.02362 410.6236 cm +1 0 0 1 57.02362 374.6236 cm q q 1 0 0 1 0 0 cm @@ -8391,77 +9040,26 @@ Q Q Q q -1 0 0 1 57.02362 354.6236 cm +1 0 0 1 57.02362 318.6236 cm q BT 1 0 0 1 0 38 Tm .351019 Tw 12 TL /F3 10 Tf 0 0 0 rg (3\3273 matrix green:) Tj /F1 10 Tf ( Python/C/asm in any role \227 server or client or both \227 exchange state correctly. All nine) Tj T* 0 Tw 2.399835 Tw (combinations verified. ) Tj /F5 10 Tf (examples/portal-http-client.lsp) Tj /F1 10 Tf ( is 90 lines of portable Scheme; the full) Tj T* 0 Tw 3.611529 Tw (round-trip uses only the six ) Tj /F5 10 Tf (tcp-*) Tj /F1 10 Tf ( primitives plus ) Tj /F5 10 Tf (read-from-string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (, and standard string) Tj T* 0 Tw (manipulation.) Tj T* ET Q Q q -1 0 0 1 57.02362 300.6236 cm +1 0 0 1 57.02362 264.6236 cm q BT 1 0 0 1 0 38 Tm 1.468556 Tw 12 TL /F1 10 Tf 0 0 0 rg (The client needs ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( semantics that install define-bindings in the global env regardless of the dynamic) Tj T* 0 Tw .000439 Tw (scope of the ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( call. Python and C originally evaluated the ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( result in the caller's env, which worked at) Tj T* 0 Tw .282545 Tw (top level but silently failed inside a helper function. A two-line fix in each \() Tj /F5 10 Tf (env) Tj ( ) Tj (=) Tj ( ) Tj (env.g) Tj /F1 10 Tf ( in Python's ) Tj /F5 10 Tf (leval) Tj /F1 10 Tf (,) Tj T* 0 Tw /F5 10 Tf (env) Tj ( ) Tj (=) Tj ( ) Tj (env-) Tj (>) Tj (global) Tj /F1 10 Tf ( in C's SYM_EVAL branch\) aligns both with asm's long-standing ) Tj /F5 10 Tf (bi_eval) Tj /F1 10 Tf ( behavior.) Tj T* ET Q Q q -1 0 0 1 57.02362 270.6236 cm +1 0 0 1 57.02362 234.6236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL 3.231772 Tw (This is the closing demonstration of "feedback is all you need" extended across all four scopes. A) Tj T* 0 Tw (continuation-style value \227 here, a set of bindings \227 travels:) Tj T* ET Q Q q -1 0 0 1 57.02362 264.6236 cm -Q -q -1 0 0 1 57.02362 264.6236 cm -Q -q -1 0 0 1 57.02362 252.6236 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (within a process via ) Tj /F5 10 Tf (call/cc) Tj T* ET -Q -Q -q -Q -Q -Q -q -1 0 0 1 57.02362 246.6236 cm -Q -q -1 0 0 1 57.02362 234.6236 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (across processes on the same host via portal files) Tj T* ET -Q -Q -q -Q -Q +1 0 0 1 57.02362 228.6236 cm Q q 1 0 0 1 57.02362 228.6236 cm @@ -8481,8 +9079,7 @@ Q q 1 0 0 1 23 -3 cm q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (across implementations that share no binary compatibility via S-expression serialization) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (within a process via ) Tj /F5 10 Tf (call/cc) Tj T* ET Q Q q @@ -8508,6 +9105,58 @@ q 1 0 0 1 23 -3 cm q 0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (across processes on the same host via portal files) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 192.6236 cm +Q +q +1 0 0 1 57.02362 180.6236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (across implementations that share no binary compatibility via S-expression serialization) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 174.6236 cm +Q +q +1 0 0 1 57.02362 162.6236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 -3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (across machines via sockets \(HTTP, RPC, raw TCP\)) Tj T* ET Q Q @@ -8516,45 +9165,45 @@ Q Q Q q -1 0 0 1 57.02362 180.6236 cm +1 0 0 1 57.02362 144.6236 cm Q q -1 0 0 1 57.02362 150.6236 cm +1 0 0 1 57.02362 114.6236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .68135 Tw (The wire protocol and the language are the same artifact. A 22 KB binary can be any node in any chain of) Tj T* 0 Tw (any scope.) Tj T* ET Q Q + +endstream +endobj +146 0 obj +<< +/Length 6817 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 124.6236 cm +1 0 0 1 57.02362 753.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (11.6 heap-snapshot: The Arena Escape Hatch) Tj T* ET Q Q q -1 0 0 1 57.02362 82.62362 cm +1 0 0 1 57.02362 711.0236 cm q BT 1 0 0 1 0 26 Tm -0.12705 Tw 12 TL /F1 10 Tf 0 0 0 rg (The asm bump allocator has no GC. Every ) Tj /F5 10 Tf (string-append) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (tcp-recv) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (make-pair) Tj /F1 10 Tf (, or similar per-request) Tj T* 0 Tw 1.173647 Tw (allocation grows r15. Over a long-running server that is an unbounded leak \227 an incident on 2026-04-16) Tj T* 0 Tw (drove an asm server to 19.3 GB RSS before being killed.) Tj T* ET Q Q q -1 0 0 1 57.02362 64.62362 cm +1 0 0 1 57.02362 693.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Two new builtins fix this without introducing a collector:) Tj T* ET Q Q - -endstream -endobj -138 0 obj -<< -/Length 6545 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 732.6236 cm +1 0 0 1 57.02362 652.6236 cm q q 1 0 0 1 0 0 cm @@ -8574,21 +9223,21 @@ Q Q Q q -1 0 0 1 57.02362 700.6236 cm +1 0 0 1 57.02362 620.6236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .828138 Tw (Python + C expose the same names as no-ops \(their real GCs already handle this\). Portable Scheme can) Tj T* 0 Tw (call them unconditionally.) Tj T* ET Q Q q -1 0 0 1 57.02362 682.6236 cm +1 0 0 1 57.02362 602.6236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The pattern is narrow by design:) Tj T* ET Q Q q -1 0 0 1 57.02362 613.4236 cm +1 0 0 1 57.02362 533.4236 cm q q 1 0 0 1 0 0 cm @@ -8609,93 +9258,72 @@ Q Q Q q -1 0 0 1 57.02362 557.4236 cm +1 0 0 1 57.02362 477.4236 cm q 0 0 0 rg BT 1 0 0 1 0 38 Tm /F1 10 Tf 12 TL .76989 Tw (The snapshot is dangerously precise: anything allocated after the snap and still reachable after the restore) Tj T* 0 Tw -0.00705 Tw (becomes a dangling pointer. The canonical pattern \(HTTP request scope\) allocates per-request and discards) Tj T* 0 Tw 1.660522 Tw (per-request \227 nothing escapes. Measured asm RSS with this pattern: 88 KB initial, 100 KB after 1,100) Tj T* 0 Tw (requests. Flat.) Tj T* ET Q Q q -1 0 0 1 57.02362 515.4236 cm +1 0 0 1 57.02362 435.4236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .241019 Tw (This is not a general-purpose allocator. It is an escape hatch the programmer uses when they can prove the) Tj T* 0 Tw 1.593647 Tw (scope boundary. For general programs on asm, the heap still grows. For the HTTP server pattern, O\(1\)) Tj T* 0 Tw (memory costs two lines of code.) Tj T* ET Q Q q -1 0 0 1 57.02362 484.2236 cm +1 0 0 1 57.02362 404.2236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (12. MOAD Audit: Fixing What We Built) Tj T* ET Q Q q -1 0 0 1 57.02362 428.2236 cm +1 0 0 1 57.02362 348.2236 cm q BT 1 0 0 1 0 38 Tm .158726 Tw 12 TL /F1 10 Tf 0 0 0 rg (We scanned all three implementations for the five MOADs. The taxonomy used here is defined in the ) Tj 0 .4 .6 rg (MOAD) Tj T* 0 Tw 3.384835 Tw (Cheat Sheet) Tj 0 0 0 rg ( at undefect.com \227 MOAD-0001 \(sedimentary O\(N\262\) defects\), MOAD-0002 \(intertangle\),) Tj T* 0 Tw .059816 Tw (MOAD-0003 \(context-leak\), MOAD-0004 \(stringly-typed\), MOAD-0005 \(bus-factor\). Every project contains its) Tj T* 0 Tw (own sediment.) Tj T* ET Q Q q -1 0 0 1 57.02362 338.2236 cm +1 0 0 1 57.02362 258.2236 cm q BT 1 0 0 1 0 74 Tm 7.459168 Tw 12 TL /F3 10 Tf 0 0 0 rg (Standard: what the Lean EML proof sets.) Tj /F1 10 Tf ( \2478 documents a formal Lean 4 proof that) Tj T* 0 Tw .542844 Tw /F5 10 Tf (eml\(x,) Tj ( ) Tj (y\)) Tj ( ) Tj (=) Tj ( ) Tj (exp\(x\)) Tj ( ) Tj (-) Tj ( ) Tj (ln\(y\)) Tj /F1 10 Tf ( generates every elementary function \227 and that the proof is 40\327 faster) Tj T* 0 Tw .55131 Tw (than the brute-force numerical verification it replaced. That speedup is the MOAD-0001 story in microcosm:) Tj T* 0 Tw 1.171667 Tw (algebraic understanding beats O\(N\262\) search, at the proof layer just like at every other layer. We take that) Tj T* 0 Tw .048417 Tw (standard as the bar for the implementations too. Every hot path should be fast for a ) Tj /F4 10 Tf (reason) Tj /F1 10 Tf ( \(a hash, a cache,) Tj T* 0 Tw -0.019034 Tw (an O\(1\) invariant\), not because a test didn't happen to hit the slow case. Every behavior should be correct for) Tj T* 0 Tw (a reason, not by coincidence. The audit below is where we hold ourselves to that bar.) Tj T* ET Q Q q -1 0 0 1 57.02362 224.2236 cm +1 0 0 1 57.02362 144.2236 cm q BT 1 0 0 1 0 98 Tm 1.954609 Tw 12 TL /F1 10 Tf 0 0 0 rg (We also ran the unmoad scanner on the full tree at each release. Most recent scan \(2026-04-17, post) Tj T* 0 Tw .255223 Tw (portal-over-HTTP\): 18 HIGH MOAD-0001 candidates in C and 4 MOAD-0003 candidates in Python. All 18 C) Tj T* 0 Tw 1.186796 Tw (candidates inspected individually turn out to be false positives \227 one-shot option parsing, bounded-depth) Tj T* 0 Tw .330596 Tw (ancestor walks, hash bucket chain walks \(already O\(1\) amortized\), or static 6-element tables \(e.g. ) Tj /F5 10 Tf (#\\space) Tj /F1 10 Tf T* 0 Tw 3.004862 Tw (char-literal names\). The 4 Python MOAD-0003 candidates are scanner misfires on a non-ContextVar) Tj T* 0 Tw 6.764835 Tw /F5 10 Tf (Env.set\(\)) Tj /F1 10 Tf ( method. New-work-introduced MOAD-0001: ) Tj /F3 10 Tf (zero) Tj /F1 10 Tf (. The defects fixed in this paper) Tj T* 0 Tw 2.914587 Tw (\() Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (_define_record_type) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (bi_string_replace) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (_tokenize_lines) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (Env.lookup) Tj /F1 10 Tf T* 0 Tw 1.773223 Tw (shortcut\) were all surfaced by other pressures \227 benchmarks, crashes, portal exchanges \227 not by the) Tj T* 0 Tw (scanner. The scanner remains a second line; the first line is building with understanding.) Tj T* ET Q Q q -1 0 0 1 57.02362 198.2236 cm +1 0 0 1 57.02362 118.2236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (12.1 MOAD-0001: The Sedimentary Defect in Our Own Code) Tj T* ET Q Q q -1 0 0 1 57.02362 156.2236 cm +1 0 0 1 57.02362 76.22362 cm q BT 1 0 0 1 0 26 Tm 1.195596 Tw 12 TL /F1 10 Tf 0 0 0 rg (The assembly interpreter's ) Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf ( used a linear scan through all interned symbols \227 O\(N\) per) Tj T* 0 Tw .024897 Tw (lookup, O\(N\262\) over a program's lifetime. For a program defining 34 builtins plus user symbols, every ) Tj /F5 10 Tf (define) Tj /F1 10 Tf (,) Tj T* 0 Tw (every lambda parameter, every variable reference walked the entire table.) Tj T* ET Q Q -q -1 0 0 1 57.02362 138.2236 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Before \(linear scan\)) Tj /F1 10 Tf (:) Tj T* ET -Q -Q -q -1 0 0 1 57.02362 69.02362 cm -q -q -1 0 0 1 0 0 cm -q -1 0 0 1 6.6 6.6 cm -q -.662745 .662745 .662745 RG -.5 w -.960784 .960784 .960784 rg -n -6 -6 480.0283 60 re B* -Q -q -0 0 0 rg -BT 1 0 0 1 0 40 Tm /F5 8 Tf 9.6 TL (.isym_search:) Tj T* ( cmpq %rcx, %r8 # compare lengths) Tj T* ( jne .isym_next) Tj T* ( rep cmpsb # compare bytes) Tj T* ( je .isym_found) Tj T* ET -Q -Q -Q -Q -Q endstream endobj -139 0 obj +147 0 obj << -/Length 7935 +/Length 7456 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 723.0236 cm +1 0 0 1 57.02362 753.0236 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Before \(linear scan\)) Tj /F1 10 Tf (:) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 655.0236 cm q q 1 0 0 1 0 0 cm @@ -8705,24 +9333,24 @@ q .662745 .662745 .662745 RG .5 w .960784 .960784 .960784 rg -n -6 -6 480.0283 40.8 re B* +n -6 -6 480.0283 88.8 re B* Q q 0 0 0 rg -BT 1 0 0 1 0 20.8 Tm /F5 8 Tf 9.6 TL (.isym_next:) Tj T* ( addq $24, %rax # next entry) Tj T* ( jmp .isym_search # O\(N\) per intern) Tj T* ET +BT 1 0 0 1 0 68.8 Tm /F5 8 Tf 9.6 TL (.isym_search:) Tj T* ( cmpq %rcx, %r8 # compare lengths) Tj T* ( jne .isym_next) Tj T* ( rep cmpsb # compare bytes) Tj T* ( je .isym_found) Tj T* (.isym_next:) Tj T* ( addq $24, %rax # next entry) Tj T* ( jmp .isym_search # O\(N\) per intern) Tj T* ET Q Q Q Q Q q -1 0 0 1 57.02362 703.0236 cm +1 0 0 1 57.02362 635.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (After \(djb2 hash table, 1024 buckets\)) Tj /F1 10 Tf (:) Tj T* ET Q Q q -1 0 0 1 57.02362 624.2236 cm +1 0 0 1 57.02362 556.2236 cm q q 1 0 0 1 0 0 cm @@ -8742,32 +9370,32 @@ Q Q Q q -1 0 0 1 57.02362 568.2236 cm +1 0 0 1 57.02362 500.2236 cm q BT 1 0 0 1 0 38 Tm .721772 Tw 12 TL /F1 10 Tf 0 0 0 rg (The fix: 99 lines changed, 1024-bucket hash table with chaining. ) Tj /F3 10 Tf (2.9x faster) Tj /F1 10 Tf ( on a 2000-symbol stress test.) Tj T* 0 Tw 2.453719 Tw (On benchmarks with fewer symbols \() Tj /F5 10 Tf (ack) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (fib) Tj /F1 10 Tf (\), the improvement is modest \(15% on ) Tj /F5 10 Tf (sum-to\(50k\)) Tj /F1 10 Tf (\),) Tj T* 0 Tw 1.940417 Tw (because the linear scan was already fast at small N. The fix pays off at scale \227 the same pattern as) Tj T* 0 Tw (MOAD-0001 everywhere: invisible at small inputs, catastrophic at large ones.) Tj T* ET Q Q q -1 0 0 1 57.02362 538.2236 cm +1 0 0 1 57.02362 470.2236 cm q BT 1 0 0 1 0 14 Tm 1.423486 Tw 12 TL /F1 10 Tf 0 0 0 rg (The Python implementation had a similar defect: ) Tj /F5 10 Tf (_define_record_type) Tj /F1 10 Tf ( used ) Tj /F5 10 Tf (list.index\(\)) Tj /F1 10 Tf ( for field) Tj T* 0 Tw (lookup. Replaced with a dict. O\(N\) ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( O\(1\).) Tj T* ET Q Q q -1 0 0 1 57.02362 508.2236 cm +1 0 0 1 57.02362 440.2236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F3 10 Tf 12 TL 1.554556 Tw (Two more MOAD-0001 defects surfaced during the HTTP server work and were fixed in the same) Tj T* 0 Tw (pass:) Tj T* ET Q Q q -1 0 0 1 57.02362 502.2236 cm +1 0 0 1 57.02362 434.2236 cm Q q -1 0 0 1 57.02362 502.2236 cm +1 0 0 1 57.02362 434.2236 cm Q q -1 0 0 1 57.02362 466.2236 cm +1 0 0 1 57.02362 398.2236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8789,10 +9417,10 @@ Q Q Q q -1 0 0 1 57.02362 460.2236 cm +1 0 0 1 57.02362 392.2236 cm Q q -1 0 0 1 57.02362 424.2236 cm +1 0 0 1 57.02362 356.2236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8814,42 +9442,42 @@ Q Q Q q -1 0 0 1 57.02362 406.2236 cm +1 0 0 1 57.02362 338.2236 cm Q q -1 0 0 1 57.02362 316.2236 cm +1 0 0 1 57.02362 248.2236 cm q BT 1 0 0 1 0 74 Tm 4.926213 Tw 12 TL /F1 10 Tf 0 0 0 rg (A third correctness fix landed after the portal-over-HTTP demo exposed it: ) Tj /F5 10 Tf (uncommonlisp.py) Tj /F1 10 Tf ('s) Tj T* 0 Tw .515223 Tw /F5 10 Tf (Env.lookup) Tj /F1 10 Tf ( used to short-cut from the local frame directly to the global frame before walking intermediate) Tj T* 0 Tw 1.47713 Tw (parents. That was fast but wrong \227 a let-loop parameter named the same as a global builtin \() Tj /F5 10 Tf (count) Tj /F1 10 Tf (, a) Tj T* 0 Tw .409897 Tw (SRFI-1 procedure\) got shadowed in reverse, the shortcut returned the global builtin instead of walking up to) Tj T* 0 Tw .07402 Tw (the loop's parameter frame. Fix: walk ) Tj /F5 10 Tf (self) Tj ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F5 10 Tf 12 TL ( ) Tj (self.p) Tj ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F5 10 Tf 12 TL ( ) Tj (...) Tj ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F5 10 Tf 12 TL ( ) Tj (global) Tj /F1 10 Tf ( in order, without any shortcut.) Tj T* 0 Tw 1.17189 Tw (The inline cache at ) Tj /F5 10 Tf (OP_LOOKUP) Tj /F1 10 Tf ( was correspondingly tightened to validate the full chain before firing. 975) Tj T* 0 Tw (tests remained green.) Tj T* ET Q Q q -1 0 0 1 57.02362 298.2236 cm +1 0 0 1 57.02362 230.2236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Every release audit surfaces more. Writing new code is writing new sediment, unless the audit runs.) Tj T* ET Q Q q -1 0 0 1 57.02362 272.2236 cm +1 0 0 1 57.02362 204.2236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (12.2 MOAD-0002: The Intertangle in Our Own Design) Tj T* ET Q Q q -1 0 0 1 57.02362 254.2236 cm +1 0 0 1 57.02362 186.2236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (All three implementations share mutable global state between subsystems:) Tj T* ET Q Q q -1 0 0 1 57.02362 248.2236 cm +1 0 0 1 57.02362 180.2236 cm Q q -1 0 0 1 57.02362 248.2236 cm +1 0 0 1 57.02362 180.2236 cm Q q -1 0 0 1 57.02362 200.2236 cm +1 0 0 1 57.02362 132.2236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8871,10 +9499,10 @@ Q Q Q q -1 0 0 1 57.02362 194.2236 cm +1 0 0 1 57.02362 126.2236 cm Q q -1 0 0 1 57.02362 158.2236 cm +1 0 0 1 57.02362 90.22362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8896,10 +9524,19 @@ Q Q Q q -1 0 0 1 57.02362 152.2236 cm +1 0 0 1 57.02362 84.22362 cm Q + +endstream +endobj +148 0 obj +<< +/Length 7958 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 116.2236 cm +1 0 0 1 57.02362 729.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8921,62 +9558,53 @@ Q Q Q q -1 0 0 1 57.02362 98.22362 cm +1 0 0 1 57.02362 711.0236 cm Q - -endstream -endobj -140 0 obj -<< -/Length 7883 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 729.0236 cm +1 0 0 1 57.02362 669.0236 cm q BT 1 0 0 1 0 26 Tm .770556 Tw 12 TL /F1 10 Tf 0 0 0 rg (We documented these rather than refactoring them. In each case, the coupling exists for performance \(the) Tj T* 0 Tw .79631 Tw (globals are on hot paths\) or necessity \() Tj /F5 10 Tf (setjmp) Tj /F1 10 Tf ( requires thread-local state\). The documentation makes the) Tj T* 0 Tw (coupling visible so future work can decouple selectively.) Tj T* ET Q Q q -1 0 0 1 57.02362 703.0236 cm +1 0 0 1 57.02362 643.0236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf .133333 .133333 .133333 rg (12.3 Our Shared Infrastructure) Tj T* ET Q Q q -1 0 0 1 57.02362 649.0236 cm +1 0 0 1 57.02362 589.0236 cm q BT 1 0 0 1 0 38 Tm 1.468917 Tw 12 TL /F1 10 Tf 0 0 0 rg (Every MOAD we fixed in our own code is a MOAD we understand better when we find it in others. The) Tj T* 0 Tw 3.534168 Tw (sedimentary defect in ) Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf ( is the same pattern as the sedimentary defect in Lean 4's) Tj T* 0 Tw .17985 Tw /F5 10 Tf (check_duplicated_univ_params) Tj /F1 10 Tf (. The intertangle in our global environment register is the same pattern) Tj T* 0 Tw (as the intertangle in any system that routes state through implicit globals instead of explicit parameters.) Tj T* ET Q Q q -1 0 0 1 57.02362 583.0236 cm +1 0 0 1 57.02362 523.0236 cm q BT 1 0 0 1 0 50 Tm 1.036556 Tw 12 TL /F3 10 Tf 0 0 0 rg (Our infrastructure does not extract rent from workaholics to feed gluttons.) Tj /F1 10 Tf ( A symbol table that does) Tj T* 0 Tw .025176 Tw (O\(N\) work per lookup is a workaholic node \227 it does more work than necessary on every operation, and that) Tj T* 0 Tw .250642 Tw (cost compounds through every downstream consumer. Fixing it reduces stress on our shared computational) Tj T* 0 Tw .385785 Tw (heart. The CPU cycles saved are cycles available for the next lambda, the next continuation, the next portal) Tj T* 0 Tw (resume.) Tj T* ET Q Q q -1 0 0 1 57.02362 541.0236 cm +1 0 0 1 57.02362 481.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL 3.447739 Tw (This is the permacomputer obligation: infrastructure that renews itself. Code that gets faster as we) Tj T* 0 Tw .462545 Tw (understand it better. A hash table is not an optimization \227 it is the removal of unnecessary suffering from a) Tj T* 0 Tw (system that deserves better.) Tj T* ET Q Q q -1 0 0 1 57.02362 509.8236 cm +1 0 0 1 57.02362 449.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (13. Future Work) Tj T* ET Q Q q -1 0 0 1 57.02362 495.8236 cm +1 0 0 1 57.02362 435.8236 cm Q q -1 0 0 1 57.02362 495.8236 cm +1 0 0 1 57.02362 435.8236 cm Q q -1 0 0 1 57.02362 471.8236 cm +1 0 0 1 57.02362 411.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -8998,10 +9626,10 @@ Q Q Q q -1 0 0 1 57.02362 465.8236 cm +1 0 0 1 57.02362 405.8236 cm Q q -1 0 0 1 57.02362 429.8236 cm +1 0 0 1 57.02362 369.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9023,56 +9651,6 @@ Q Q Q q -1 0 0 1 57.02362 423.8236 cm -Q -q -1 0 0 1 57.02362 399.8236 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 9 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 14 Tm 1.135696 Tw 12 TL /F3 10 Tf 0 0 0 rg (GPU lambda execution) Tj /F1 10 Tf (: Map/reduce on CUDA for data-parallel Scheme \(Phase 1\), trampolining for) Tj T* 0 Tw (recursive lambdas \(Phase 2\), interaction combinators for massive parallelism \(Phase 3\)) Tj T* ET -Q -Q -q -Q -Q -Q -q -1 0 0 1 57.02362 393.8236 cm -Q -q -1 0 0 1 57.02362 369.8236 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 6 9 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET -Q -Q -q -1 0 0 1 23 -3 cm -q -BT 1 0 0 1 0 14 Tm .734488 Tw 12 TL /F3 10 Tf 0 0 0 rg (Copying GC in asm) Tj /F1 10 Tf (: ) Tj /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf ( is an escape hatch. A mark-and-copy collector would remove) Tj T* 0 Tw (the sharp edge for general programs without forcing the programmer to reason about lifetimes.) Tj T* ET -Q -Q -q -Q -Q -Q -q 1 0 0 1 57.02362 363.8236 cm Q q @@ -9090,7 +9668,7 @@ Q q 1 0 0 1 23 -3 cm q -BT 1 0 0 1 0 14 Tm 6.367835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Concurrent accept loop \(asm\)) Tj /F1 10 Tf (: Currently single-threaded. A pre-forked worker model or) Tj T* 0 Tw /F5 10 Tf (SO_REUSEPORT) Tj /F1 10 Tf ( pool would multiply throughput without changing the Scheme code.) Tj T* ET +BT 1 0 0 1 0 14 Tm 1.135696 Tw 12 TL /F3 10 Tf 0 0 0 rg (GPU lambda execution) Tj /F1 10 Tf (: Map/reduce on CUDA for data-parallel Scheme \(Phase 1\), trampolining for) Tj T* 0 Tw (recursive lambdas \(Phase 2\), interaction combinators for massive parallelism \(Phase 3\)) Tj T* ET Q Q q @@ -9101,7 +9679,57 @@ q 1 0 0 1 57.02362 333.8236 cm Q q -1 0 0 1 57.02362 321.8236 cm +1 0 0 1 57.02362 309.8236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 9 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 14 Tm .734488 Tw 12 TL /F3 10 Tf 0 0 0 rg (Copying GC in asm) Tj /F1 10 Tf (: ) Tj /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf ( is an escape hatch. A mark-and-copy collector would remove) Tj T* 0 Tw (the sharp edge for general programs without forcing the programmer to reason about lifetimes.) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 303.8236 cm +Q +q +1 0 0 1 57.02362 279.8236 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 9 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F5 10 Tf 12 TL 8 0 Td (\177) Tj T* -8 0 Td ET +Q +Q +q +1 0 0 1 23 -3 cm +q +BT 1 0 0 1 0 14 Tm 6.367835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Concurrent accept loop \(asm\)) Tj /F1 10 Tf (: Currently single-threaded. A pre-forked worker model or) Tj T* 0 Tw /F5 10 Tf (SO_REUSEPORT) Tj /F1 10 Tf ( pool would multiply throughput without changing the Scheme code.) Tj T* ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 273.8236 cm +Q +q +1 0 0 1 57.02362 261.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9123,10 +9751,10 @@ Q Q Q q -1 0 0 1 57.02362 315.8236 cm +1 0 0 1 57.02362 255.8236 cm Q q -1 0 0 1 57.02362 303.8236 cm +1 0 0 1 57.02362 243.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9148,70 +9776,70 @@ Q Q Q q -1 0 0 1 57.02362 285.8236 cm +1 0 0 1 57.02362 225.8236 cm Q q -1 0 0 1 57.02362 254.6236 cm +1 0 0 1 57.02362 194.6236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (14. The Defect in the Model) Tj T* ET Q Q q -1 0 0 1 57.02362 234.6236 cm +1 0 0 1 57.02362 174.6236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (This paper is evidence of a problem that extends beyond any single codebase.) Tj T* ET Q Q q -1 0 0 1 57.02362 168.6236 cm +1 0 0 1 57.02362 108.6236 cm q BT 1 0 0 1 0 50 Tm .653022 Tw 12 TL /F1 10 Tf 0 0 0 rg (On April 4, 2026, ) Tj 0 .4 .6 rg (russell@unturf) Tj 0 0 0 rg ( published ) Tj 0 .4 .6 rg ("Stress on Our Shared Heart") Tj 0 0 0 rg ( \227 a systematic analysis of 1,264) Tj T* 0 Tw .998334 Tw (MOAD defects across 60+ ecosystems, 18 programming languages, with 919 patches written. The central) Tj T* 0 Tw 2.218835 Tw (finding: O\(N\262\) sedimentary defects compound across architectural layers, creating invisible performance) Tj T* 0 Tw .27131 Tw (taxation on every downstream consumer. A single bottleneck multiplies against every other bottleneck in the) Tj T* 0 Tw (dependency chain.) Tj T* ET Q Q q -1 0 0 1 57.02362 138.6236 cm +1 0 0 1 57.02362 78.62362 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .222844 Tw (On April 13--14, 2026 \227 nine days later \227 the machine learning agent that built Lumbda wrote MOAD-0001) Tj T* 0 Tw (into fresh code. Twice.) Tj T* ET Q Q -q -1 0 0 1 57.02362 72.62362 cm -q -BT 1 0 0 1 0 50 Tm 1.989873 Tw 12 TL /F5 10 Tf 0 0 0 rg (intern_symbol) Tj /F1 10 Tf ( in the assembly implementation: a linear scan through all interned symbols. O\(N\) per) Tj T* 0 Tw 1.841147 Tw (lookup. The exact pattern described in "Stress on Our Shared Heart." The exact pattern the agent was) Tj T* 0 Tw 3.328647 Tw (explicitly instructed to avoid. The agent had the full MOAD taxonomy in its context window. It had) Tj T* 0 Tw 2.822739 Tw /F5 10 Tf (BLACKOPS.md) Tj /F1 10 Tf ( defining all five MOADs. It had the undefect.com mission statement. And it still wrote) Tj T* 0 Tw /F5 10 Tf (jmp) Tj ( ) Tj (.isym_search) Tj /F1 10 Tf ( instead of a hash table.) Tj T* ET -Q -Q endstream endobj -141 0 obj +149 0 obj << -/Length 6415 +/Length 6975 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 741.0236 cm +1 0 0 1 57.02362 705.0236 cm +q +BT 1 0 0 1 0 50 Tm 1.989873 Tw 12 TL /F5 10 Tf 0 0 0 rg (intern_symbol) Tj /F1 10 Tf ( in the assembly implementation: a linear scan through all interned symbols. O\(N\) per) Tj T* 0 Tw 1.841147 Tw (lookup. The exact pattern described in "Stress on Our Shared Heart." The exact pattern the agent was) Tj T* 0 Tw 3.328647 Tw (explicitly instructed to avoid. The agent had the full MOAD taxonomy in its context window. It had) Tj T* 0 Tw 2.822739 Tw /F5 10 Tf (BLACKOPS.md) Tj /F1 10 Tf ( defining all five MOADs. It had the undefect.com mission statement. And it still wrote) Tj T* 0 Tw /F5 10 Tf (jmp) Tj ( ) Tj (.isym_search) Tj /F1 10 Tf ( instead of a hash table.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 675.0236 cm q BT 1 0 0 1 0 14 Tm 1.541835 Tw 12 TL /F5 10 Tf 0 0 0 rg (list.index\(\)) Tj /F1 10 Tf ( in the Python implementation's ) Tj /F5 10 Tf (_define_record_type) Tj /F1 10 Tf (: linear search for field position.) Tj T* 0 Tw (O\(N\) where O\(1\) was trivial. Same defect. Same context. Same failure.) Tj T* ET Q Q q -1 0 0 1 57.02362 723.0236 cm +1 0 0 1 57.02362 657.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The commit history proves it:) Tj T* ET Q Q q -1 0 0 1 57.02362 717.0236 cm +1 0 0 1 57.02362 651.0236 cm Q q -1 0 0 1 57.02362 717.0236 cm +1 0 0 1 57.02362 651.0236 cm Q q -1 0 0 1 57.02362 705.0236 cm +1 0 0 1 57.02362 639.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9233,10 +9861,10 @@ Q Q Q q -1 0 0 1 57.02362 699.0236 cm +1 0 0 1 57.02362 633.0236 cm Q q -1 0 0 1 57.02362 687.0236 cm +1 0 0 1 57.02362 621.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9258,10 +9886,10 @@ Q Q Q q -1 0 0 1 57.02362 681.0236 cm +1 0 0 1 57.02362 615.0236 cm Q q -1 0 0 1 57.02362 669.0236 cm +1 0 0 1 57.02362 603.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9283,52 +9911,52 @@ Q Q Q q -1 0 0 1 57.02362 651.0236 cm +1 0 0 1 57.02362 585.0236 cm Q q -1 0 0 1 57.02362 633.0236 cm +1 0 0 1 57.02362 567.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL (The defect is in the model, not the programmer.) Tj T* ET Q Q q -1 0 0 1 57.02362 579.0236 cm +1 0 0 1 57.02362 513.0236 cm q BT 1 0 0 1 0 38 Tm 5.336796 Tw 12 TL /F1 10 Tf 0 0 0 rg (Language models learn from training data. The training data contains millions of linear scans,) Tj T* 0 Tw 3.434395 Tw /F5 10 Tf (list.contains) Tj /F1 10 Tf ( calls, ) Tj /F5 10 Tf (std::find) Tj /F1 10 Tf ( inside loops, ) Tj /F5 10 Tf (array.indexOf) Tj /F1 10 Tf ( in hot paths. These patterns are) Tj T* 0 Tw .94631 Tw (statistically dominant. When a model generates code, it reproduces the dominant patterns from its training) Tj T* 0 Tw (distribution \227 including the sedimentary defects.) Tj T* ET Q Q q -1 0 0 1 57.02362 537.0236 cm +1 0 0 1 57.02362 471.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .029897 Tw (Cantor formalized set theory in 1874. Hash tables were implemented in 1953. The O\(1\) membership test has) Tj T* 0 Tw .363241 Tw (been known for 152 years and available in every language for 73 years. Yet language models still default to) Tj T* 0 Tw (O\(N\) because O\(N\) is what most code does. The training data is the sediment.) Tj T* ET Q Q q -1 0 0 1 57.02362 495.0236 cm +1 0 0 1 57.02362 429.0236 cm q BT 1 0 0 1 0 26 Tm 2.359862 Tw 12 TL /F3 10 Tf 0 0 0 rg (This means every machine learning agent generating code today is propagating MOAD-0001 by) Tj T* 0 Tw .91789 Tw (default.) Tj /F1 10 Tf ( Not because the solutions are unknown. Not because the agents lack capability. But because the) Tj T* 0 Tw (statistical distribution of training data encodes the defect as the norm.) Tj T* ET Q Q q -1 0 0 1 57.02362 453.0236 cm +1 0 0 1 57.02362 387.0236 cm q BT 1 0 0 1 0 26 Tm .412917 Tw 12 TL /F1 10 Tf 0 0 0 rg (The fix is not to patch individual outputs. The fix is to teach models that ) Tj /F3 10 Tf (O\(1\) is the default) Tj /F1 10 Tf ( for membership) Tj T* 0 Tw 4.550556 Tw (tests, lookups, and deduplication. That ) Tj /F5 10 Tf (set\(\)) Tj /F1 10 Tf ( is not an optimization \227 it is the baseline. That) Tj T* 0 Tw /F5 10 Tf (list.contains) Tj /F1 10 Tf ( inside a loop is a defect, not a pattern.) Tj T* ET Q Q q -1 0 0 1 57.02362 411.0236 cm +1 0 0 1 57.02362 345.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL 1.790491 Tw (Until that teaching happens at the training level, every agent needs a MOAD audit pass on every code) Tj T* 0 Tw 1.596373 Tw (generation. This paper \227 with its commit history showing the defect introduced and then fixed \227 is the) Tj T* 0 Tw (evidence that the audit is necessary.) Tj T* ET Q Q q -1 0 0 1 57.02362 405.0236 cm +1 0 0 1 57.02362 339.0236 cm Q q -1 0 0 1 57.02362 363.0236 cm +1 0 0 1 57.02362 297.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9351,30 +9979,30 @@ Q Q Q q -1 0 0 1 57.02362 363.0236 cm +1 0 0 1 57.02362 297.0236 cm Q q -1 0 0 1 57.02362 333.0236 cm +1 0 0 1 57.02362 267.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL 1.253223 Tw (The stress is real. The compound burden is measurable. And the models that generate our infrastructure) Tj T* 0 Tw (carry the defect in their weights.) Tj T* ET Q Q q -1 0 0 1 57.02362 315.0236 cm +1 0 0 1 57.02362 249.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (This paper is the proof. The commit history is the evidence. The fix starts with awareness.) Tj T* ET Q Q q -1 0 0 1 57.02362 283.8236 cm +1 0 0 1 57.02362 217.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (Citation) Tj T* ET Q Q q -1 0 0 1 57.02362 233.8236 cm +1 0 0 1 57.02362 167.8236 cm q q 1 0 0 1 0 0 cm @@ -9395,13 +10023,13 @@ Q Q Q q -1 0 0 1 57.02362 202.6236 cm +1 0 0 1 57.02362 136.6236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (References) Tj T* ET Q Q q -1 0 0 1 57.02362 152.6236 cm +1 0 0 1 57.02362 86.62362 cm q q 1 0 0 1 0 0 cm @@ -9421,26 +10049,26 @@ Q Q Q Q + +endstream +endobj +150 0 obj +<< +/Length 2199 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 121.4236 cm +1 0 0 1 57.02362 751.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (License) Tj T* ET Q Q q -1 0 0 1 57.02362 105.4236 cm +1 0 0 1 57.02362 735.8236 cm Q - -endstream -endobj -142 0 obj -<< -/Length 2103 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 561.9477 cm +1 0 0 1 57.02362 532.7477 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9456,13 +10084,13 @@ Q Q Q q -1 0 0 1 57.02362 553.9477 cm +1 0 0 1 57.02362 524.7477 cm Q q -1 0 0 1 57.02362 545.9477 cm +1 0 0 1 57.02362 516.7477 cm Q q -1 0 0 1 57.02362 347.2922 cm +1 0 0 1 57.02362 318.0922 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9478,17 +10106,17 @@ Q Q Q q -1 0 0 1 57.02362 339.2922 cm +1 0 0 1 57.02362 310.0922 cm Q q -1 0 0 1 57.02362 321.2922 cm +1 0 0 1 57.02362 292.0922 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F4 10 Tf 12 TL 155.3042 0 Td (GNU Affero General Public License v3) Tj T* -155.3042 0 Td ET Q Q q -1 0 0 1 57.02362 69.69221 cm +1 0 0 1 57.02362 69.29221 cm q q 1 0 0 1 0 0 cm @@ -9498,10 +10126,10 @@ q .662745 .662745 .662745 RG .5 w .960784 .960784 .960784 rg -n -6 -6 480.0283 242.4 re B* +n -6 -6 480.0283 213.6 re B* Q q -BT 1 0 0 1 0 222.4 Tm 9.6 TL /F5 8 Tf 0 0 0 rg (AGPL-3.0-only) Tj T* T* (PERMACOMPUTER PREAMBLE - NO WARRANTY) Tj T* T* (This is free software for the public good of a permacomputer hosted at) Tj T* (permacomputer.com, an always-on computer by the people, for the people. One) Tj T* (which is durable, easy to repair, ) Tj (&) Tj ( distributed like tap water for machine) Tj T* (learning intelligence.) Tj T* T* (The permacomputer is community-owned infrastructure optimized around four values:) Tj T* T* ( TRUTH - Source code must be open source ) Tj (&) Tj ( freely distributed) Tj T* ( FREEDOM - Voluntary participation without corporate control) Tj T* ( HARMONY - Systems operating with minimal waste that self-renew) Tj T* ( LOVE - Individual rights protected while fostering cooperation) Tj T* T* (This software contributes to that vision by proving that feedback) Tj T* (\(the computational primitive of continuations\) composes into a universal) Tj T* (execution model, extending across implementations through Scheme source) Tj T* (itself as the wire format. Three implementations, one language,) Tj T* (974 tests, ~17,000 lines. Code is seeds to sprout on any abandoned technology.) Tj T* T* (Learn more: https://www.permacomputer.com) Tj T* T* ET +BT 1 0 0 1 0 193.6 Tm 9.6 TL /F5 8 Tf 0 0 0 rg (AGPL-3.0-only) Tj T* T* (PERMACOMPUTER PREAMBLE - NO WARRANTY) Tj T* T* (This is free software for the public good of a permacomputer hosted at) Tj T* (permacomputer.com, an always-on computer by the people, for the people. One) Tj T* (which is durable, easy to repair, ) Tj (&) Tj ( distributed like tap water for machine) Tj T* (learning intelligence.) Tj T* T* (The permacomputer is community-owned infrastructure optimized around four values:) Tj T* T* ( TRUTH - Source code must be open source ) Tj (&) Tj ( freely distributed) Tj T* ( FREEDOM - Voluntary participation without corporate control) Tj T* ( HARMONY - Systems operating with minimal waste that self-renew) Tj T* ( LOVE - Individual rights protected while fostering cooperation) Tj T* T* (This software contributes to that vision by proving that feedback) Tj T* (\(the computational primitive of continuations\) composes into a universal) Tj T* (execution model, extending across implementations through Scheme source) Tj T* (itself as the wire format. Three implementations, one language,) Tj T* (974 tests, ~17,000 lines. Code is seeds to sprout on any abandoned technology.) Tj T* ET Q Q Q @@ -9510,14 +10138,14 @@ Q endstream endobj -143 0 obj +151 0 obj << -/Length 1025 +/Length 1087 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 607.8236 cm +1 0 0 1 57.02362 579.0236 cm q q 1 0 0 1 0 0 cm @@ -9527,10 +10155,10 @@ q .662745 .662745 .662745 RG .5 w .960784 .960784 .960784 rg -n -6 -6 480.0283 156 re B* +n -6 -6 480.0283 184.8 re B* Q q -BT 1 0 0 1 0 136 Tm 9.6 TL /F5 8 Tf 0 0 0 rg (NO WARRANTY. THE SOFTWARE IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND.) Tj T* T* (That said, our permacomputer's digital membrane stratum continuously runs unit,) Tj T* (integration, ) Tj (&) Tj ( functional tests on all of its own software, with our) Tj T* (permacomputer monitoring itself, repairing itself, with minimal human in the) Tj T* (loop guidance. Our machine learning agents do their best to leave no stone) Tj T* (unturned.) Tj T* T* (Copyright \(C\) 2025-2026 TimeHexOn ) Tj (&) Tj ( foxhop ) Tj (&) Tj ( russell@unturf) Tj T* (https://www.timehexon.com) Tj T* (https://www.foxhop.net) Tj T* (https://www.unturf.com/software) Tj T* (https://www.permacomputer.com) Tj T* (https://uncloseai.com) Tj T* (https://russell.ballestrini.net) Tj T* ET +BT 1 0 0 1 0 164.8 Tm 9.6 TL /F5 8 Tf 0 0 0 rg T* (Learn more: https://www.permacomputer.com) Tj T* T* (NO WARRANTY. THE SOFTWARE IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND.) Tj T* T* (That said, our permacomputer's digital membrane stratum continuously runs unit,) Tj T* (integration, ) Tj (&) Tj ( functional tests on all of its own software, with our) Tj T* (permacomputer monitoring itself, repairing itself, with minimal human in the) Tj T* (loop guidance. Our machine learning agents do their best to leave no stone) Tj T* (unturned.) Tj T* T* (Copyright \(C\) 2025-2026 TimeHexOn ) Tj (&) Tj ( foxhop ) Tj (&) Tj ( russell@unturf) Tj T* (https://www.timehexon.com) Tj T* (https://www.foxhop.net) Tj T* (https://www.unturf.com/software) Tj T* (https://www.permacomputer.com) Tj T* (https://uncloseai.com) Tj T* (https://russell.ballestrini.net) Tj T* ET Q Q Q @@ -9539,335 +10167,355 @@ Q endstream endobj -144 0 obj -<< -/Nums [ 0 145 0 R 1 146 0 R 2 147 0 R 3 148 0 R 4 149 0 R - 5 150 0 R 6 151 0 R 7 152 0 R 8 153 0 R 9 154 0 R - 10 155 0 R 11 156 0 R 12 157 0 R 13 158 0 R 14 159 0 R - 15 160 0 R 16 161 0 R 17 162 0 R 18 163 0 R 19 164 0 R - 20 165 0 R 21 166 0 R 22 167 0 R 23 168 0 R 24 169 0 R - 25 170 0 R 26 171 0 R ] ->> -endobj -145 0 obj -<< -/S /D /St 1 ->> -endobj -146 0 obj -<< -/S /D /St 2 ->> -endobj -147 0 obj -<< -/S /D /St 3 ->> -endobj -148 0 obj -<< -/S /D /St 4 ->> -endobj -149 0 obj -<< -/S /D /St 5 ->> -endobj -150 0 obj -<< -/S /D /St 6 ->> -endobj -151 0 obj -<< -/S /D /St 7 ->> -endobj 152 0 obj << 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startxref -2376215 +2395141 %%EOF diff --git a/whitepaper/uncommonlisp-whitepaper.rst b/whitepaper/uncommonlisp-whitepaper.rst index 982c838..b706249 100644 --- a/whitepaper/uncommonlisp-whitepaper.rst +++ b/whitepaper/uncommonlisp-whitepaper.rst @@ -63,7 +63,7 @@ Lumbda ships in **four implementation tiers** — each independently built, each - **Python bytecode VM** — 3,743 lines, full first-class continuations, JSON portal, reference implementation - **C interpreter** — tree-walker + bytecode VM, 9,164 lines of runtime C, JSON portal - **C + x86_64 JIT** — pattern-matched native code emission via ``mmap(PROT_EXEC)``, 7--10× faster than CPython on recursive workloads -- **Pure x86_64 assembly** — 4,968 lines, 22 KB stripped binary, zero external dependencies, **91 builtins including a full TCP stack, `eval`, and `read-from-string`**, binary heap-dump portal +- **Pure x86_64 assembly** — 6,645 lines of GNU assembler (GAS, AT&T syntax), assembled with ``as`` and linked with ``ld`` (both from GNU binutils), ~22 KB stripped binary (bump-only build) / ~25 KB stripped (with optional naive mark-sweep GC + meta-GC arena under the ``GC_NAIVE`` assemble flag), zero external dependencies, **95+ builtins including a full TCP stack, `eval`, `read-from-string`, and native hash-table / hash-set primitives**, binary heap-dump portal All three share one interchange format: **Scheme source itself**. An S-expression portal (``(define x 42)``) written by any implementation loads in any other — a 3×3 producer×consumer matrix, 9/9 cells green. The language *is* the wire protocol. This is not a property we added; it is what a parser has always made possible. We report it because most systems forget. @@ -351,6 +351,8 @@ Folding only applies when all operands are compile-time constants & the function - §6.1-§6.3 Python internal (tree-walker vs bytecode): ``make bench`` - §6.4 Three impls head-to-head: ``make bench-3way`` - §6.5 asm native hash-set vs portable Scheme hash-set: ``make bench-hashset`` +- §6.6 asm naive GC (bump vs mark-sweep memory): ``make bench-gc`` +- §6.6 asm meta-GC (arena fast path vs naive sweep): ``make bench-gc-arena`` - §7.2 Cross-impl portal matrix: ``make bench-portal-cross`` - §7.5 Portal save+load timings: ``make bench-portal`` - §11.3 HTTP server vs busybox / python http.server: ``make bench-web`` @@ -469,6 +471,80 @@ The layout reuses vector tag 7 with a negative sentinel at offset 0 (hash-table: **Reproduce:** ``make bench-hashset`` (source: ``tests/bench-hashset.sh``). Asm-only: C and Python tiers supply ``hash-table`` but not ``hash-set`` — the speedup shown here is intra-asm, native primitive vs Scheme-level implementation, not cross-tier. +6.6 Memory Management and the Meta-GC +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The asm tier's default allocator is a bump pointer: every allocation advances ``%r15`` monotonically, and nothing is ever freed. Python and C tiers have garbage collection (Python's host GC, Boehm ``GC_MALLOC`` in C); asm doesn't, by design, to keep the 6,645-line auditable surface small. Short programs finish without paying. Long-running asm servers leak until the kernel caps them — a real hazard that crashed this laptop twice during HTTP benchmarks before we wrote the six-layer safety envelope into ``CLAUDE.md``. + +To measure what a collector would actually cost, we built a second asm binary behind an assemble-time flag: + +.. code-block:: + + as --64 --defsym GC_NAIVE=1 uncommonlisp.s # collecting build + as --64 uncommonlisp.s # default, bump-only + +Same source, same tests (137/137 pass on both). The GC build adds an 8-byte ``(size << 1 | mark)`` header on every heap block, a stop-the-world mark-sweep triggered by bump overflow, and a free-list allocator that first-fits reclaimed space. + +**Control-group numbers** (workload: 2,000 iterations of build-sum-discard over 200-element lists, i5-8350U, 512 MB ``ulimit -v``): + +.. table:: + :widths: 34 18 18 30 + + ================================== ========== ========== ============== + asm build Wall time Peak RSS GC firings + ================================== ========== ========== ============== + bump only (no GC) 1,097 ms 133.9 MB none + naive mark-sweep (``GC_NAIVE=1``) 1,431 ms 1.1 MB ~200 + ================================== ========== ========== ============== + +**124× less memory at a ~30% throughput cost.** That is the honest GC tax at the naive end of the spectrum — the number we had been guessing at before building the control group. Every future memory-management proposal (generational, incremental, region-based) now has a concrete floor to beat. + +6.6.1 Meta-GC: Arena Fast Path with Mark-Phase Verifier +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +On top of the naive sweep, the GC build exposes a Lumbda primitive ``(with-arena thunk)`` that takes a zero-argument procedure, runs it, and attempts an **O(1) bulk reclaim** of every allocation the thunk made. The decision logic is a three-way policy: + +1. **If an implicit GC fired inside the thunk** (heap overflow forced a full sweep mid-execution), the snapshot is stale — skip the reset attempt and return. +2. **Otherwise, run the existing mark phase** with the thunk's return value added as an extra root, then walk the arena range ``[snapshot_r15, %r15)`` block by block. If *no* header in that range has the mark bit set, nothing survives — bulk-reset ``%r15`` to the snapshot (one store) and return. +3. **If any block in the arena range is marked**, the thunk's return value or some other root reaches into the arena. Abort the reset, fall through to the naive sweep on the full heap, and return. + +Free-list reuse is disabled while an arena is active so the chain stays pristine for a verbatim restore; ``heap_alloc`` enforces this via a global ``arena_active`` flag. One critical correctness detail: after ``apply_proc_raw`` returns from the thunk, volatile registers contain stale tagged pointers into the arena. The conservative stack scan would otherwise treat those residuals as live roots and trigger a false escape on every call. Zero-ing ``%rax, %rcx, %rdx, %rsi, %rdi, %rbp, %r8-%r12`` before the verifier runs removes this hazard. + +**Meta-GC benchmark** (same workload, same binary, both phases in one process): + +.. table:: + :widths: 36 14 18 14 20 + + ============================== ========= ========== ========== ================= + Strategy Wall time Peak RSS Full GCs Arena outcomes + ============================== ========= ========== ========== ================= + Phase A: naive sweep only 932 ms 1.2 MB 200 (unused) + Phase B: arena-wrapped body 945 ms 1.2 MB 1 **2,000 resets / + 0 escapes** + ============================== ========= ========== ========== ================= + +Phase B reclaims **205 MB** via O(1) bulk resets — the work that would otherwise drive the mark-sweep path. Only one full GC fires (initial warm-up); the other 199 pressure events are replaced by arena exits. Wall time is within 1.4% of naive-only on this workload because the arena verifier's mark cost is comparable to the sweep cost it replaces. The advantage is not raw throughput but **bounded per-iteration latency** (no pressure-driven jitter) and the observability to prove which path actually ran. + +**Escape detection**. When the thunk returns a heap-allocated value that the outer scope captures: + +.. code-block:: scheme + + (set! escaped (with-arena (lambda () (build-list 50 '())))) + +…the verifier finds the returned pair's chain marked inside the arena range, correctly aborts, and the naive sweep keeps the data live. Tested at 20 consecutive escapes: 20 escapes reported, 0 resets, ``(length escaped)`` = 50 after completion. The fall-through path is correct under load. + +6.6.2 What the Control Group Tells Us +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The meta-GC makes three memory strategies co-resident in one binary, each with its own stats counter: + +- ``gc-stats`` → ``(collections . live-bytes)`` — pressure-driven sweeps +- ``arena-stats`` → ``(calls resets escapes bytes-reclaimed)`` — arena outcomes + +On an arena-friendly workload (transient allocation, scoped lifetime) the arena hit rate is 100% and the full-sweep rate falls to 1. On an arena-hostile workload (every iteration escapes) the arena-stats show 100% escapes and the naive sweep carries the load, with correctness preserved. The *policy* — decide which to run at each exit — is ~370 lines of GNU assembler; the *mechanism* it decides between (bump allocator, mark-sweep, bulk reset) adds another ~300 lines. Together they form a concrete floor for any future memory-management proposal: if it costs more than 30% throughput, or buys less than 124× memory reduction, or hits less than 100% on arena-friendly code, the naive baseline is already better. + +**Reproduce:** ``make bench-gc`` (bump vs naive sweep) and ``make bench-gc-arena`` (naive sweep vs arena fast path). Sources: ``tests/bench-gc-memory.sh``, ``tests/bench-gc-arena.sh``. + 7. Portal: Feedback Across Time ---------------------------------------- @@ -835,14 +911,14 @@ Lumbda implements R7RS Scheme in three implementations sharing the same ``.lsp`` CPython (reference) — 1.3 ms 0.006 ms 5.5 ms — Python 3 C interpreter ~9k 20 ms 0.06 ms 109 ms 205 KB libc Python bytecode VM 3,678 149 ms 0.75 ms 437 ms — Python 3 - x86_64 assembly (†) 4,968 8 ms 0.6 ms 43 ms 22 KB none + x86_64 assembly (†) 6,645 8 ms 0.6 ms 43 ms 22 KB none ===================== ====== ========== ========= =========== ========= ============== All C & Python benchmarks measured in-process (no startup overhead). Assembly times (†) include full process lifetime: startup + tokenizer + parser + eval. "—" = not applicable / interpreted. **The JIT runs Scheme faster than CPython runs Python.** ``ack(3,4)`` completes in 0.19 ms (JIT) vs 1.3 ms (CPython) — 7× faster. ``sum-to(50000)`` completes in 0.55 ms (JIT) vs 5.5 ms (CPython) — 10× faster. The JIT compiles Scheme AST directly to x86_64 machine code via ``mmap(PROT_EXEC)`` & raw byte emission. It handles ``if``, ``cond``, ``and``, ``or``, ``let``, named-let loops (native ``jmp`` — zero call overhead), ``car``/``cdr``/``cons``, arithmetic, comparisons, & self-recursive calls. Functions that use ``call/cc``, macros, or complex forms fall back to the interpreter. -**The assembly implementation proves the language runs on bare metal.** 4,968 lines of **GNU assembler (GAS, AT&T syntax)**, **22 KB stripped binary**, zero external dependencies. Fourteen Linux syscalls (``read``, ``write``, ``open``, ``close``, ``lseek``, ``mmap``, ``munmap``, ``socket``, ``connect``, ``accept``, ``bind``, ``listen``, ``clock_gettime``, ``exit``) — no libc, no stdlib. A bump allocator with ``heap-snapshot``/``heap-restore`` arena primitives, tag-in-low-3-bits values, **91 builtins** (including ``load``, ports, ``write-file``, ``file->string``, ``portal-save``, ``portal-resume``, the six ``tcp-*`` socket primitives, ``read-from-string``, ``eval``, ``symbol->string``, ``current-time-ms``), & TCO via ``jmp``. It runs ``(ack 3 4) = 125`` & ``(fib 35) = 9227465`` correctly, serves HTTP at **2,994 req/s**, and survives indefinitely with flat O(1) memory when the programmer uses the snapshot/restore arena in a per-request loop. +**The assembly implementation proves the language runs on bare metal.** 6,645 lines of **GNU assembler (GAS, AT&T syntax)**, assembled with ``as`` and linked with ``ld`` from GNU binutils; ~22 KB stripped bump-only binary, ~25 KB stripped under the optional ``GC_NAIVE`` assemble flag. Zero external dependencies. Fourteen Linux syscalls (``read``, ``write``, ``open``, ``close``, ``lseek``, ``mmap``, ``munmap``, ``socket``, ``connect``, ``accept``, ``bind``, ``listen``, ``clock_gettime``, ``exit``) — no libc, no stdlib. A bump allocator with ``heap-snapshot``/``heap-restore`` arena primitives, tag-in-low-3-bits values, **95+ builtins** (including ``load``, ports, ``write-file``, ``file->string``, ``portal-save``, ``portal-resume``, the six ``tcp-*`` socket primitives, ``read-from-string``, ``eval``, ``symbol->string``, ``current-time-ms``, native ``hash-table-*`` and ``hash-set-*``, plus ``with-arena`` / ``gc-collect`` / ``gc-stats`` / ``arena-stats`` in the GC build), & TCO via ``jmp``. It runs ``(ack 3 4) = 125`` & ``(fib 35) = 9227465`` correctly, serves HTTP at **2,994 req/s**, and survives indefinitely with flat O(1) memory via either the snapshot/restore arena in a per-request loop *or* ``(with-arena thunk)`` under the collecting build (see §6.6). **The bytecode VM delivers 7--19× speedup over tree-walking.** The Python implementation compiles Scheme to 40 opcodes (plus 20 specialized & 5 superinstructions), executed on an explicit frame stack with inline caching, constant folding, & peephole optimization. Full first-class continuations (multi-shot, upward) enable generators, coroutines, & machine state migration via portal.