structure execarb :> execarb = struct open HolKernel boolLib aiLib kernel bloom; val ERR = mk_HOL_ERR "execarb"; val arbentryl = List.tabulate (101,fn x => (Arbint.fromInt x,Arbint.zero)) (* ------------------------------------------------------------------------- Instructions ------------------------------------------------------------------------- *) val aits = Arbint.toString fun find_arbmax_aux a m = case m of [] => a | a1 :: m1 => Arbint.max (a, find_arbmax_aux a1 m1) fun find_arbmax l = case l of [] => raise ERR "find_arbmax" "" | a :: m => find_arbmax_aux a m (* time limit per instruction *) val arbmaxinput = ref 16 fun timescale () = if !simple_search then 32 else !arbmaxinput fun timescale2 () = int_pow (timescale ()) 2 fun timescale4 () = int_pow (timescale ()) 4 + 1 exception ArbOverflow; local open Arbint in fun aint_pow (a,b) = if b <= zero then one else a * aint_pow (a, b - one) val maxarb = (fromInt 5) * aint_pow (fromInt 10, fromInt 284); val minarb = ~maxarb; fun protect r = if r > maxarb orelse r < minarb then raise ArbOverflow else r val arb_zero_f = (fn _ => zero) val arb_one_f = (fn _ => one) val arb_two_f = (fn _ => two) val arb_var_f = (fn (a:Arbint.int,b:Arbint.int) => a) val arb_ind_f = (fn (a:Arbint.int,b:Arbint.int) => b) (* first-order *) fun arb_addi_f (a,b) = protect (a + b) fun arb_diff_f (a,b) = protect (a - b) fun arb_mult_f (a,b) = protect (a * b) fun arb_divi_f (a,b) = protect (a div b) fun arb_modu_f (a,b) = protect (a mod b) fun arb_cond_f (a,b,c) = protect (if a <= zero then b else c) (* higher-order *) fun arb_loop_f_aux i f n x = ( incr counter; if FixedInt.> (!counter,timescale4 ()) then raise Div else if n <= zero then x else arb_loop_f_aux (i+one) f (n-one) (f (x,i)) ) fun arb_loop_f f (n,x) = arb_loop_f_aux one f n x fun arb_compr_f_aux x f n0 n = ( if x > (n0+one)*(n0+one)*(Arbint.fromInt (timescale2 ())) then raise Div else (); incr counter; if FixedInt.> (!counter,timescale4 ()) then raise Div else if f (x,zero) <= zero then (if n0 >= n then x else arb_compr_f_aux (x+one) f (n0+one) n) else arb_compr_f_aux (x+one) f n0 n ) fun arb_compr_f f n = arb_compr_f_aux zero f zero n end (* regroup by arity *) val arb_nullaryl = [(zero_id,arb_zero_f),(one_id,arb_one_f),(two_id,arb_two_f), (var_id,arb_var_f),(ind_id,arb_ind_f)] fun find_arb_nullaryf id = assoc id arb_nullaryl val arb_nullaryv = Vector.tabulate (maxoper, fn i => if can find_nullaryf i then find_arb_nullaryf i else arb_zero_f); val arb_binaryl = [(addi_id,arb_addi_f),(diff_id,arb_diff_f),(mult_id,arb_mult_f), (divi_id,arb_divi_f),(modu_id,arb_modu_f)] fun find_arb_binaryf id = assoc id arb_binaryl val arb_binaryv = Vector.tabulate (maxoper, fn i => if can find_binaryf i then find_arb_binaryf i else arb_addi_f); (* ------------------------------------------------------------------------- Execute a program on some input ------------------------------------------------------------------------- *) fun compose1 f f1 x = f (f1 x) fun compose2 f f1 f2 x = f (f1 x, f2 x) fun compose3 f f1 f2 f3 x = f (f1 x, f2 x, f3 x) fun arb_mk_exec_aux prog = case prog of Ins (id,[]) => Vector.sub (arb_nullaryv,id) | Ins (12,[p1,p2]) => compose1 (arb_compr_f (arb_mk_exec_aux p1)) (arb_mk_exec_aux p2) | Ins (id,[p1,p2]) => compose2 (Vector.sub (arb_binaryv,id)) (arb_mk_exec_aux p1) (arb_mk_exec_aux p2) | Ins (8,[p1,p2,p3]) => compose3 arb_cond_f (arb_mk_exec_aux p1) (arb_mk_exec_aux p2) (arb_mk_exec_aux p3) | Ins (9,[p1,p2,p3]) => compose2 (arb_loop_f (arb_mk_exec_aux p1)) (arb_mk_exec_aux p2) (arb_mk_exec_aux p3) | _ => raise ERR "arb_mk_exec_aux" "" fun arb_mk_exec p = let val exec = start (arb_mk_exec_aux p) in (fn x => (SOME (exec x) handle Div => NONE | ArbOverflow => NONE)) end fun firstPartial l = case l of [] => [] | SOME a :: m => a :: firstPartial m | NONE :: _ => [] fun arb_seq_of_prog n p = let val _ = arbmaxinput := n val f = arb_mk_exec p in firstPartial (map f (first_n n arbentryl)) end val minlength = ref 0 val mininfo = ref 0.0 fun longereq n l = if n <= 0 then true else if null l then false else longereq (n-1) (tl l) val ln2 = Math.ln 2.0; fun log2 i = Math.ln (Real.abs (Real.fromInt i)) / ln2; fun info_int i = if i = 0 then 1.0 else log2 i + 1.0; fun info_arb x = if Arbint.> (x,Arbint.fromInt error) orelse Arbint.< (x, Arbint.~ (Arbint.fromInt error)) then 1.0 else info_int (Arbint.toInt x) fun info_seq il = sum_real (map info_arb (first_n 16 il)) fun mk_aodnv n = let val (_,aod) = import_arbseq () val l0 = filter (longereq (!minlength)) (dkeys aod) val _ = print_endline (its n ^ " :l0 " ^ its (length l0)) val l1 = filter (fn x => info_seq x > (!mininfo)) l0 val _ = print_endline (its n ^ " :l1 " ^ its (length l1)) val ln = map (first_n n) l1 val aodvref = Vector.tabulate (n + 1, fn _ => ref (eempty (list_compare Arbint.compare))) fun f seq = let val aodref = Vector.sub (aodvref,length seq) in aodref := eadd seq (!aodref) end val _ = app f ln val r = Vector.map ! aodvref in r end fun arb_update_wind wind n aodv seq = let val seql = List.tabulate (n + 1, fn i => let val subseq = first_n i seq in if emem subseq (Vector.sub (aodv,i)) then wind := eadd subseq (!wind) else () end) in () end ; fun number_seq pl n = let val aodnv = mk_aodnv n; val wind = ref (eempty (list_compare Arbint.compare)); val seql = map (arb_seq_of_prog n) pl; in app (arb_update_wind wind n aodnv) seql; elength (!wind) end end (* struct *) (* Checking Fibonnaci fun loop f n l = if n <= 0 then l else loop f (n-1) (f (hd l) :: l); fun fibonnaci (a,b) = (b, a + b); val l1 = rev (map fst (loop fibonnaci 20 [(0,1)])); fun subf x = (x div 4) + 1; fun iterf x = (((x mod (subf x)) + x) div 2) + x + 1; val l2 = loop iterf 20 [1]; val l3 = rev (map (fn x => ((x div 2) + 1) div 2) l2); *) (* load "mcts"; load "execarb"; open aiLib mcts execarb; PolyML.print_depth 10; val pl = read_result "sold34"; PolyML.print_depth 40; length pl; minlength := 0; number_seq pl 16; minlength := 32; mininfo := 48.0; val l1 = List.tabulate (17, fn x => number_seq pl (16+x)); val l1freq = map (fn x => int_div x (hd l1)) l1; minlength := 32; mininfo := 0.0; number_seq pl 16; val l2 = List.tabulate (17, fn x => number_seq pl (16+x)); val l2freq = map (fn x => int_div x (hd l2)) l2; > 16 :l0 194071 16 :l1 136622 val it = 15122: int > val it = (): unit > 16 :l0 194071 16 :l1 194071 val it = 26873: int val l1 = [15122, 13012, 12049, 11325, 10843, 10392, 10106, 9893, 9723, 9537, 9419, 9321, 9221, 9152, 9112, 9037, 8988]: int list > val l1freq = [1.0, 0.860468192, 0.7967861394, 0.7489088745, 0.7170347838, 0.6872106864, 0.6682978442, 0.6542124058, 0.6429705065, 0.6306705462, 0.6228673456, 0.6163867213, 0.6097738394, 0.6052109509, 0.6025657982, 0.5976061368, 0.5943658246] val l2 = [26873, 20477, 17346, 15525, 14347, 13396, 12862, 12479, 12155, 11803, 11566, 11417, 11255, 11147, 11079, 10958, 10874]: int list > val l2freq = [1.0, 0.7619915901, 0.6454805939, 0.5777174115, 0.5338815912, 0.4984929111, 0.4786216649, 0.4643694414, 0.4523127302, 0.439214081, 0.4303948201, 0.4248502214, 0.4188218658, 0.4148029621, 0.4122725412, 0.4077698805, 0.4046440665]: real list val freq = number_fst 16 (combine (l1freq,l2freq)); fun f (a,(b,c)) = its a ^ " " ^ rts b ^ " " ^ rts c; writel "gendata" (map f freq); *)