Details

Time bar (total: 18.2s)

sample51.0ms

Algorithm
intervals
Results
22.0ms250×body80valid
3.0ms16×body1280valid
2.0ms15×body640valid
2.0ms14×body320valid
0.0msbody160valid

simplify2.5s

Counts
1 → 1
Iterations
IterNodes
done5000
64619
51129
4367
3128
246
123
011

prune22.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 14.9b

localize18.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
15.0b
(fma (/ (- t x) (- a z)) (- y z) x)

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 flip3-- associate-/r/ log1p-expm1-u flip-- add-log-exp associate-/l/
cbrt-undiv clear-num frac-2neg div-sub div-exp fma-udef div-inv
Counts
2 → 64
Calls
2 calls:
27.0ms
(/ (- t x) (- a z))
0.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

series247.0ms

Counts
2 → 6
Calls
2 calls:
79.0ms
(/ (- t x) (- a z))
167.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

simplify2.4s

Counts
70 → 70
Iterations
IterNodes
done5000
34626
2848
1274
0118

prune523.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 8.9b

localize37.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
2.2b
(+ (* (/ (- t x) (- a z)) (- y z)) x)
3.8b
(* (/ (- t x) (- a z)) (- y z))

rewrite201.0ms

Algorithm
rewrite-expression-head
Rules
102×add-sqr-sqrt
97×*-un-lft-identity
51×times-frac add-cube-cbrt
36×prod-diff
31×associate-*l*
23×distribute-lft-out-- difference-of-squares
22×distribute-rgt-in associate-+l+ distribute-lft-in
10×add-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*r* flip-- associate-/l* add-log-exp
sub-neg associate-/r/
expm1-log1p-u log1p-expm1-u
frac-times cbrt-undiv div-exp prod-exp associate-*r/ cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ div-sub pow-prod-down associate-*l/ *-commutative flip-+
Counts
3 → 170
Calls
3 calls:
37.0ms
(/ (- t x) (- a z))
45.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)
105.0ms
(* (/ (- t x) (- a z)) (- y z))

series553.0ms

Counts
3 → 9
Calls
3 calls:
70.0ms
(/ (- t x) (- a z))
221.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)
262.0ms
(* (/ (- t x) (- a z)) (- y z))

simplify1.3s

Counts
179 → 179
Iterations
IterNodes
done5001
23330
1717
0256

prune1.2s

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 7.3b

localize34.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y z) (- a z))
1.4b
(+ (* (- t x) (/ (- y z) (- a z))) x)
2.0b
(* (- t x) (/ (- y z) (- a z)))

rewrite135.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*l* flip-- associate-/l* add-log-exp
associate-/r/
expm1-log1p-u log1p-expm1-u
frac-times cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ div-sub pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 126
Calls
3 calls:
30.0ms
(/ (- y z) (- a z))
26.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)
70.0ms
(* (- t x) (/ (- y z) (- a z)))

series510.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(/ (- y z) (- a z))
271.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)
183.0ms
(* (- t x) (/ (- y z) (- a z)))

simplify1.5s

Counts
135 → 135
Iterations
IterNodes
done5001
22647
1517
0189

prune772.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 3.6b

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- a z) (- y z))
0.6b
(/ 1 (/ (- a z) (- y z)))
1.4b
(+ (* (- t x) (/ 1 (/ (- a z) (- y z)))) x)
2.0b
(* (- t x) (/ 1 (/ (- a z) (- y z))))

rewrite257.0ms

Algorithm
rewrite-expression-head
Rules
392×times-frac
338×add-sqr-sqrt
326×*-un-lft-identity
158×add-cube-cbrt
98×associate-*r*
83×distribute-lft-out-- difference-of-squares
36×associate-/r* add-exp-log
20×add-cbrt-cube
18×associate-/r/
15×div-exp
11×flip3-- flip--
10×div-inv
associate-/l*
pow1 cbrt-undiv prod-exp
add-log-exp
associate-*l* unswap-sqr
expm1-log1p-u rec-exp 1-exp log1p-expm1-u
cbrt-unprod
frac-times clear-num frac-2neg associate-*l/ associate-/l/
+-commutative sum-log fma-def flip3-+ div-sub pow-prod-down associate-*r/ un-div-inv *-commutative flip-+ pow-flip inv-pow
Counts
4 → 353
Calls
4 calls:
23.0ms
(/ (- a z) (- y z))
40.0ms
(/ 1 (/ (- a z) (- y z)))
42.0ms
(+ (* (- t x) (/ 1 (/ (- a z) (- y z)))) x)
129.0ms
(* (- t x) (/ 1 (/ (- a z) (- y z))))

series793.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(/ (- a z) (- y z))
174.0ms
(/ 1 (/ (- a z) (- y z)))
251.0ms
(+ (* (- t x) (/ 1 (/ (- a z) (- y z)))) x)
310.0ms
(* (- t x) (/ 1 (/ (- a z) (- y z))))

simplify705.0ms

Counts
365 → 365
Iterations
IterNodes
done5001
11180
0403

prune1.5s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 3.6b

regimes641.0ms

Accuracy

-1.3% (8.0b remaining)

Error of 11.4b against oracle of 3.5b and baseline of 11.3b

bsearch126.0ms

Steps
ItersRangePoint
10
2.1039460058121797e-189
5.334963794456662e-178
9.245984676792925e-181
6
-2.4031652791127273e-20
-2.0990955826697636e-21
-2.1458694787615367e-21

simplify4.0ms

Iterations
IterNodes
done33
233
132
027

end0.0ms

sample2.2s

Algorithm
intervals
Results
1.1s7893×body80valid
126.0ms322×body1280valid
120.0ms429×body640valid
103.0ms375×body320valid
30.0ms260×body160valid
7.0ms19×body2560valid