Details

sample131.0ms

Algorithm

intervals

Results

67.0ms	869×	body	80	nan
17.0ms	289×	body	80	valid

simplify9.6s

Counts

1 → 1

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	20
1	27	20
2	72	20
3	188	20
4	417	20
5	772	20
6	1496	20
7	2490	20
8	3402	20
9	4724	20
done	5000	20

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize25.0ms

Local error

Found 4 expressions with local error:

0.1b	(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
0.1b	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.2b	(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
0.2b	(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

rewrite245.0ms

Algorithm

rewrite-expression-head

Rules

36×	`add-sqr-sqrt`
26×	`*-un-lft-identity` `times-frac`
24×	`add-cube-cbrt` `associate-l`
13×	`add-exp-log` `add-cbrt-cube`
11×	`pow1`
8×	`associate-*r/` `sqrt-prod`
6×	`flip3--` `sqrt-div` `associate-r` `flip--`
4×	`frac-times` `associate-/r*` `associate-/r/` `add-log-exp`
3×	`flip3-+` `pow-prod-down` `associate-l/` `prod-exp` `cbrt-unprod` `flip-+` `associate-/l` `unswap-sqr`
2×	`cbrt-undiv` `sqrt-pow1` `div-exp` `*-commutative` `div-inv` `difference-of-squares`
1×	`distribute-rgt-in` `frac-2neg` `distribute-lft-in` `pow1/2` `clear-num` `distribute-lft-out--`

Counts

4 → 114

Calls

4 calls:

54.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
14.0ms	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
131.0ms	(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
41.0ms	(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

series826.0ms

Counts

4 → 12

Calls

4 calls:

176.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
123.0ms	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
298.0ms	(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
228.0ms	(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

simplify2.1s

Counts

126 → 126

Iterations

Useful iterations: 2 (695.0ms)

Iter	Nodes	Cost
0	303	2615
1	823	2480
2	2960	2274
done	5002	2274

prune617.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b	(* 9.0 (- a (/ 1.0 3.0)))
0.1b	(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
0.1b	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.2b	(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

rewrite173.0ms

Algorithm

rewrite-expression-head

Rules

31×	`add-sqr-sqrt`
21×	`*-un-lft-identity`
17×	`add-cube-cbrt`
14×	`times-frac`
11×	`pow1`
10×	`add-exp-log` `add-cbrt-cube`
9×	`associate-r` `associate-l`
8×	`associate-*r/`
6×	`flip3--` `flip--`
5×	`sqrt-prod`
4×	`frac-times` `sqrt-div` `associate-/r*` `add-log-exp` `difference-of-squares`
3×	`distribute-rgt-in` `distribute-lft-in` `flip3-+` `pow-prod-down` `flip-+` `associate-/l*`
2×	`sub-neg` `sqrt-pow1` `associate-l/` `prod-exp` `associate-/r/` `-commutative` `cbrt-unprod` `distribute-lft-out--` `unswap-sqr`
1×	`cbrt-undiv` `frac-2neg` `pow1/2` `div-exp` `clear-num` `div-inv`

Counts

4 → 104

Calls

4 calls:

63.0ms	(* 9.0 (- a (/ 1.0 3.0)))
65.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
12.0ms	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
26.0ms	(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

series562.0ms

Counts

4 → 12

Calls

4 calls:

55.0ms	(* 9.0 (- a (/ 1.0 3.0)))
194.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
78.0ms	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
235.0ms	(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

simplify1.9s

Counts

116 → 116

Iterations

Useful iterations: 2 (544.0ms)

Iter	Nodes	Cost
0	271	2223
1	723	2134
2	2620	1938
done	5002	1938

prune424.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.1b	(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)))))
0.1b	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.3b	(/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)
1.1b	(/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))

rewrite142.0ms

Algorithm

rewrite-expression-head

Rules

109×	`times-frac`
71×	`add-sqr-sqrt`
66×	`*-un-lft-identity`
64×	`add-cube-cbrt`
19×	`add-exp-log` `associate-/r*`
17×	`sqrt-prod`
13×	`add-cbrt-cube`
10×	`pow1`
8×	`div-exp`
7×	`associate-/l*`
6×	`associate-r/` `associate-l*` `div-inv`
5×	`flip3--` `flip--`
4×	`cbrt-undiv` `frac-times` `sqrt-div` `add-log-exp`
3×	`flip3-+` `associate-r` `flip-+`
2×	`rec-exp` `frac-2neg` `sqrt-pow1` `1-exp` `pow-prod-down` `associate-*l/` `clear-num` `associate-/l/` `difference-of-squares`
1×	`distribute-rgt-in` `pow-flip` `distribute-lft-in` `pow1/2` `prod-exp` `associate-/r/` `*-commutative` `cbrt-unprod` `distribute-lft-out--` `inv-pow` `unswap-sqr`

Counts

4 → 165

Calls

4 calls:

51.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)))))
12.0ms	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
31.0ms	(/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)
40.0ms	(/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))

series761.0ms

Counts

4 → 12

Calls

4 calls:

188.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)))))
91.0ms	(sqrt (* 9.0 (- a (/ 1.0 3.0))))
256.0ms	(/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)
226.0ms	(/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))

simplify2.2s

Counts

177 → 177

Iterations

Useful iterations: done (2.2s)

Iter	Nodes	Cost
0	388	4041
1	1005	3699
2	3181	3258
done	5001	3226

prune768.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.1b	(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1 (sqrt 9.0)) (* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand))))
0.3b	(* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand)
0.3b	(/ 1.0 (sqrt (- a (/ 1.0 3.0))))
0.3b	(* (/ 1 (sqrt 9.0)) (* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand))

rewrite346.0ms

Algorithm

rewrite-expression-head

Rules

104×	`add-sqr-sqrt`
82×	`times-frac`
70×	`*-un-lft-identity`
61×	`associate-l`
54×	`add-cube-cbrt`
52×	`add-exp-log` `sqrt-prod`
34×	`add-cbrt-cube`
23×	`prod-exp`
16×	`difference-of-squares`
13×	`pow1` `cbrt-unprod`
12×	`div-exp`
9×	`associate-/r*`
8×	`distribute-lft-out--`
7×	`cbrt-undiv` `associate-r`
6×	`associate-*l/`
5×	`frac-times` `flip3--` `pow-prod-down` `flip--`
4×	`sqrt-div` `associate-/r/` `add-log-exp` `unswap-sqr`
3×	`rec-exp` `flip3-+` `1-exp` `associate-r/` `-commutative` `flip-+` `div-inv` `associate-/l*`
1×	`distribute-rgt-in` `frac-2neg` `distribute-lft-in` `clear-num`

Counts

4 → 191

Calls

4 calls:

79.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1 (sqrt 9.0)) (* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand))))
71.0ms	(* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand)
46.0ms	(/ 1.0 (sqrt (- a (/ 1.0 3.0))))
128.0ms	(* (/ 1 (sqrt 9.0)) (* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand))

series804.0ms

Counts

4 → 12

Calls

4 calls:

181.0ms	(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1 (sqrt 9.0)) (* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand))))
196.0ms	(* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand)
117.0ms	(/ 1.0 (sqrt (- a (/ 1.0 3.0))))
310.0ms	(* (/ 1 (sqrt 9.0)) (* (/ 1.0 (sqrt (- a (/ 1.0 3.0)))) rand))

simplify2.5s

Counts

203 → 203

Iterations

Useful iterations: done (2.5s)

Iter	Nodes	Cost
0	402	4116
1	1053	3677
2	3735	3331
done	5000	3325

prune933.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

regimes135.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify3.0ms

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	15	22
1	21	22
done	21	22

end0.0ms

sample5.0s

Algorithm

intervals

Results

2.9s	26942×	body	80	nan
740.0ms	9096×	body	80	valid