Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, B

Time bar (total: 4.2s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.9%0.1%0%0%0%0
100%99.9%0%0.1%0%0%0%1
Compiler

Compiled 9 to 8 computations (11.1% saved)

sample1.2s (29.2%)

Memory
15.9MiB live, 1 070.8MiB allocated
Samples
945.0ms8 256×0valid
Precisions
Click to see histograms. Total time spent on operations: 345.0ms
ival-mult: 332.0ms (96.1% of total)
ival-true: 6.0ms (1.7% of total)
exact: 4.0ms (1.2% of total)
ival-assert: 3.0ms (0.9% of total)
Bogosity

explain60.0ms (1.4%)

Memory
23.6MiB live, 133.6MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
10-0-(*.f64 (*.f64 x #s(literal 3 binary64)) y)
00-0-y
00-0-#s(literal 3 binary64)
00-0-(*.f64 x #s(literal 3 binary64))
00-0-(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
*.f64(*.f64 (*.f64 x #s(literal 3 binary64)) y)n*o10
Confusion
Predicted +Predicted -
+10
-0255
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+100
-00255
Precision?
1.0
Recall?
1.0
Freqs
test
numberfreq
0255
11
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
24.0ms512×0valid
Compiler

Compiled 47 to 22 computations (53.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 10.0ms
ival-mult: 9.0ms (88.3% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess58.0ms (1.4%)

Memory
-7.9MiB live, 44.1MiB allocated
Algorithm
egg-herbie
Rules
530×unsub-neg
244×associate-*r*
192×distribute-lft-neg-in
178×distribute-lft-in
142×associate-*l*
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01641
15935
218835
360635
493335
5128935
6132135
7132335
8132335
9132535
067
097
1167
2317
3487
4487
0487
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Outputs
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
(*.f64 (*.f64 y (*.f64 #s(literal 3 binary64) x)) y)
Symmetry

(abs y)

(negabs x)

Compiler

Compiled 7 to 6 computations (14.3% saved)

eval0.0ms (0%)

Memory
0.6MiB live, 0.6MiB allocated
Compiler

Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0%)

Memory
1.5MiB live, 1.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.3%
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Compiler

Compiled 7 to 6 computations (14.3% saved)

simplify47.0ms (1.1%)

Memory
-20.7MiB live, 14.3MiB allocated
Algorithm
egg-herbie
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 x #s(literal 3 binary64))
cost-diff0
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
cost-diff0
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Rules
62×lower-*.f32
56×lower-*.f64
28×associate-*r*
22×*-commutative
16×associate-*l*
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0618
0918
11618
23118
34818
44818
04818
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
(*.f64 x #s(literal 3 binary64))
x
#s(literal 3 binary64)
y
Outputs
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
(*.f64 (*.f64 y (*.f64 #s(literal 3 binary64) x)) y)
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
(*.f64 y (*.f64 #s(literal 3 binary64) x))
(*.f64 x #s(literal 3 binary64))
(*.f64 #s(literal 3 binary64) x)
x
#s(literal 3 binary64)
y

localize27.0ms (0.6%)

Memory
23.0MiB live, 53.7MiB allocated
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
accuracy0
(*.f64 x #s(literal 3 binary64))
accuracy0.12890625
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
accuracy0.452551718140601
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
Samples
22.0ms256×0valid
Compiler

Compiled 20 to 8 computations (60% saved)

Precisions
Click to see histograms. Total time spent on operations: 5.0ms
ival-mult: 5.0ms (98.3% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series13.0ms (0.3%)

Memory
-2.0MiB live, 31.4MiB allocated
Counts
3 → 60
Calls
Call 1
Inputs
#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())
#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())
#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())
Outputs
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) (patch (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())) ())
Calls

6 calls:

TimeVariablePointExpression
6.0ms
x
@0
((* (* (* x 3) y) y) (* (* x 3) y) (* x 3))
2.0ms
x
@inf
((* (* (* x 3) y) y) (* (* x 3) y) (* x 3))
1.0ms
y
@0
((* (* (* x 3) y) y) (* (* x 3) y) (* x 3))
1.0ms
y
@-inf
((* (* (* x 3) y) y) (* (* x 3) y) (* x 3))
1.0ms
x
@-inf
((* (* (* x 3) y) y) (* (* x 3) y) (* x 3))

simplify5.0ms (0.1%)

Memory
12.3MiB live, 12.4MiB allocated
Algorithm
egg-herbie
Rules
62×lower-*.f64
62×lower-*.f32
24×associate-*l*
20×associate-*r*
14×*-commutative
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
010324
118324
233324
344324
044324
Stop Event
iter limit
saturated
Counts
60 → 60
Calls
Call 1
Inputs
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 x)
Outputs
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))

rewrite90.0ms (2.2%)

Memory
-4.7MiB live, 149.5MiB allocated
Rules
2 096×lower-pow.f64
2 096×lower-pow.f32
1 412×prod-exp
1 264×lower-*.f32
1 260×lower-*.f64
Iterations

Useful iterations: 6 (0.0ms)

IterNodesCost
0615
0921
11621
23321
35721
47321
514521
64339
722579
822839
924069
1036289
085819
Stop Event
iter limit
node limit
iter limit
Counts
3 → 12
Calls
Call 1
Inputs
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
(*.f64 x #s(literal 3 binary64))
Outputs
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>

eval6.0ms (0.1%)

Memory
16.6MiB live, 16.6MiB allocated
Compiler

Compiled 552 to 24 computations (95.7% saved)

prune18.0ms (0.4%)

Memory
-8.1MiB live, 35.6MiB allocated
Pruning

5 alts after pruning (4 fresh and 1 done)

PrunedKeptTotal
New68472
Fresh000
Picked011
Done000
Total68573
Accuracy
99.9%
Counts
73 → 5
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.3%
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
29.8%
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
99.7%
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
4.8%
(*.f64 x #s(literal 3 binary64))
87.1%
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
Compiler

Compiled 31 to 29 computations (6.5% saved)

simplify7.0ms (0.2%)

Memory
-24.3MiB live, 13.6MiB allocated
Algorithm
egg-herbie
Localize:

Found 11 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 x #s(literal 3 binary64))
cost-diff0
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
cost-diff0
(*.f64 y x)
cost-diff0
(*.f64 (*.f64 y x) #s(literal 3 binary64))
cost-diff0
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
cost-diff0
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
cost-diff0
(*.f64 x #s(literal 3 binary64))
cost-diff0
(*.f64 y y)
cost-diff0
(*.f64 (*.f64 y y) x)
cost-diff0
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
cost-diff0
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
Rules
66×lower-*.f32
50×lower-*.f64
22×associate-*r*
22×associate-*l*
18×*-commutative
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01684
02384
13784
25484
35684
05684
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(*.f64 (*.f64 y y) x)
(*.f64 y y)
y
x
#s(literal 3 binary64)
(*.f64 x #s(literal 3 binary64))
x
#s(literal 3 binary64)
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(*.f64 y x)
y
x
#s(literal 3 binary64)
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
(*.f64 x #s(literal 3 binary64))
x
#s(literal 3 binary64)
y
Outputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(*.f64 (*.f64 y y) x)
(*.f64 y y)
y
x
#s(literal 3 binary64)
(*.f64 x #s(literal 3 binary64))
(*.f64 #s(literal 3 binary64) x)
x
#s(literal 3 binary64)
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y #s(literal 3 binary64)) x)) y)
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
#s(approx (* (* x 3) y) (*.f64 (*.f64 y #s(literal 3 binary64)) x))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(*.f64 (*.f64 y #s(literal 3 binary64)) x)
(*.f64 y x)
y
x
#s(literal 3 binary64)
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
(*.f64 (*.f64 y #s(literal 3 binary64)) x)
(*.f64 x #s(literal 3 binary64))
(*.f64 #s(literal 3 binary64) x)
x
#s(literal 3 binary64)
y

localize53.0ms (1.3%)

Memory
26.0MiB live, 63.5MiB allocated
Localize:

Found 11 expressions of interest:

NewMetricScoreProgram
accuracy0
(*.f64 x #s(literal 3 binary64))
accuracy0.452551718140601
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
accuracy0
(*.f64 y x)
accuracy0
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
accuracy0.12890625
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
accuracy0.203125
(*.f64 (*.f64 y x) #s(literal 3 binary64))
accuracy0
(*.f64 x #s(literal 3 binary64))
accuracy0
(*.f64 y y)
accuracy0
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
accuracy0.16015625
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
accuracy8.182658029653798
(*.f64 (*.f64 y y) x)
Samples
45.0ms256×0valid
Compiler

Compiled 66 to 13 computations (80.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 35.0ms
ival-mult: 34.0ms (98.2% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series34.0ms (0.8%)

Memory
-14.9MiB live, 23.1MiB allocated
Counts
10 → 216
Calls
Call 1
Inputs
#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())
#s(alt (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) #<representation binary64>) () ())
#s(alt (*.f64 (*.f64 y y) x) (patch (*.f64 (*.f64 y y) x) #<representation binary64>) () ())
#s(alt (*.f64 y y) (patch (*.f64 y y) #<representation binary64>) () ())
#s(alt (*.f64 x #s(literal 3 binary64)) (patch (*.f64 x #s(literal 3 binary64)) #<representation binary64>) () ())
#s(alt (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) (patch (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) #<representation binary64>) () ())
#s(alt #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())
#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())
#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())
#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())
Outputs
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x (pow y 2)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y y) x) (patch (*.f64 (*.f64 y y) x) #<representation binary64>) () ())) ())
#s(alt (* x (pow y 2)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y y) x) (patch (*.f64 (*.f64 y y) x) #<representation binary64>) () ())) ())
#s(alt (* x (pow y 2)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y y) x) (patch (*.f64 (*.f64 y y) x) #<representation binary64>) () ())) ())
#s(alt (* x (pow y 2)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y y) x) (patch (*.f64 (*.f64 y y) x) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (*.f64 y y) (patch (*.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (*.f64 y y) (patch (*.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (*.f64 y y) (patch (*.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (*.f64 y y) (patch (*.f64 y y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) (patch (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) (patch (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) (patch (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) (patch (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
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#s(alt (* x y) (taylor -inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 x #s(literal 3 binary64)) y) (patch (*.f64 (*.f64 x #s(literal 3 binary64)) y) #<representation binary64>) () ())) ())
Calls

6 calls:

TimeVariablePointExpression
1.0ms
x
@-inf
((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y))
1.0ms
y
@-inf
((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y))
1.0ms
y
@inf
((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y))
1.0ms
x
@inf
((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y))
1.0ms
x
@0
((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y))

simplify8.0ms (0.2%)

Memory
20.3MiB live, 20.3MiB allocated
Algorithm
egg-herbie
Rules
62×lower-*.f64
62×lower-*.f32
24×associate-*l*
20×associate-*r*
14×*-commutative
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0101128
1181128
2331128
3441128
0441128
Stop Event
iter limit
saturated
Counts
216 → 216
Calls
Call 1
Inputs
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
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(* 3 (* x y))
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(* 3 (* x (pow y 2)))
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(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
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(* 3 (* x (pow y 2)))
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(* 3 (* x (pow y 2)))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(* 3 (* x (pow y 2)))
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(* 3 (* x y))
(* x y)
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(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
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(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* 3 (* x y))
(* 3 (* x y))
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(* 3 (* x (pow y 2)))
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(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
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(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
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(* x y)
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(* 3 (* x y))
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(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
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(* 3 (* x y))
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(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* x (pow y 2))
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 x)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
Outputs
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(pow y 2)
(*.f64 y y)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* x (pow y 2))
(*.f64 (*.f64 y y) x)
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 x)
(*.f64 x #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))

rewrite101.0ms (2.4%)

Memory
-65.2MiB live, 173.9MiB allocated
Rules
2 096×lower-pow.f64
2 096×lower-pow.f32
1 412×prod-exp
1 268×lower-*.f32
1 260×lower-*.f64
Iterations

Useful iterations: 6 (0.0ms)

IterNodesCost
01670
02386
13986
26386
38286
415886
546340
6228136
7230836
8243136
9365436
0865036
Stop Event
iter limit
node limit
iter limit
Counts
10 → 33
Calls
Call 1
Inputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(*.f64 (*.f64 y y) x)
(*.f64 y y)
(*.f64 x #s(literal 3 binary64))
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(*.f64 y x)
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
Outputs
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>

eval85.0ms (2%)

Memory
4.7MiB live, 120.7MiB allocated
Compiler

Compiled 2 020 to 62 computations (96.9% saved)

prune49.0ms (1.2%)

Memory
13.1MiB live, 95.3MiB allocated
Pruning

6 alts after pruning (1 fresh and 5 done)

PrunedKeptTotal
New2641265
Fresh000
Picked044
Done011
Total2646270
Accuracy
99.9%
Counts
270 → 6
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.3%
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
29.8%
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
99.7%
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
4.8%
(*.f64 x #s(literal 3 binary64))
87.1%
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
29.8%
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
Compiler

Compiled 37 to 35 computations (5.4% saved)

simplify5.0ms (0.1%)

Memory
10.4MiB live, 10.4MiB allocated
Algorithm
egg-herbie
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 y x)
cost-diff0
(*.f64 (*.f64 y x) #s(literal 3 binary64))
cost-diff0
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
Rules
62×lower-*.f32
58×lower-*.f64
28×associate-*r*
20×associate-*l*
14×*-commutative
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0924
01124
12124
23924
34724
04724
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(*.f64 y x)
y
x
#s(literal 3 binary64)
Outputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
#s(approx (* (* (* x 3) y) y) (*.f64 y (*.f64 #s(literal 3 binary64) x)))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(*.f64 y (*.f64 #s(literal 3 binary64) x))
(*.f64 y x)
y
x
#s(literal 3 binary64)

localize217.0ms (5.2%)

Memory
-5.1MiB live, 32.8MiB allocated
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
accuracy0
(*.f64 y x)
accuracy0.203125
(*.f64 (*.f64 y x) #s(literal 3 binary64))
accuracy44.95312616659393
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
Samples
211.0ms256×0valid
Compiler

Compiled 20 to 10 computations (50% saved)

Precisions
Click to see histograms. Total time spent on operations: 205.0ms
ival-mult: 204.0ms (99.7% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series6.0ms (0.1%)

Memory
13.4MiB live, 13.4MiB allocated
Counts
3 → 72
Calls
Call 1
Inputs
#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())
#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())
#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())
Outputs
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf y) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor 0 x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor 0 x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x (pow y 2))) (taylor -inf x) (#s(alt #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) (patch #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* 3 (* x y)) (taylor -inf x) (#s(alt (*.f64 (*.f64 y x) #s(literal 3 binary64)) (patch (*.f64 (*.f64 y x) #s(literal 3 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())) ())
Calls

6 calls:

TimeVariablePointExpression
1.0ms
y
@-inf
((* (* (* x 3) y) y) (* (* y x) 3) (* y x))
1.0ms
x
@-inf
((* (* (* x 3) y) y) (* (* y x) 3) (* y x))
1.0ms
y
@inf
((* (* (* x 3) y) y) (* (* y x) 3) (* y x))
1.0ms
y
@0
((* (* (* x 3) y) y) (* (* y x) 3) (* y x))
1.0ms
x
@0
((* (* (* x 3) y) y) (* (* y x) 3) (* y x))

simplify7.0ms (0.2%)

Memory
-27.5MiB live, 10.1MiB allocated
Algorithm
egg-herbie
Rules
62×lower-*.f64
62×lower-*.f32
24×associate-*l*
20×associate-*r*
18×*-commutative
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
09360
117360
233360
346360
046360
Stop Event
iter limit
saturated
Counts
72 → 72
Calls
Call 1
Inputs
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x (pow y 2)))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* 3 (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
Outputs
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x (pow y 2)))
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* 3 (* x y))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)

rewrite79.0ms (1.9%)

Memory
17.0MiB live, 96.1MiB allocated
Rules
2 096×lower-pow.f64
2 096×lower-pow.f32
1 412×prod-exp
1 264×lower-*.f32
1 260×lower-*.f64
Iterations

Useful iterations: 7 (0.0ms)

IterNodesCost
0921
01121
12121
24121
35521
47121
514321
643913
7223711
8226311
9238611
10361011
0859111
Stop Event
iter limit
node limit
iter limit
Counts
3 → 8
Calls
Call 1
Inputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 (*.f64 y x) #s(literal 3 binary64))
(*.f64 y x)
Outputs
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>

eval7.0ms (0.2%)

Memory
16.8MiB live, 16.8MiB allocated
Compiler

Compiled 568 to 26 computations (95.4% saved)

prune12.0ms (0.3%)

Memory
-12.2MiB live, 25.3MiB allocated
Pruning

6 alts after pruning (0 fresh and 6 done)

PrunedKeptTotal
New80080
Fresh000
Picked011
Done055
Total80686
Accuracy
99.9%
Counts
86 → 6
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.3%
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
29.8%
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
99.7%
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
4.8%
(*.f64 x #s(literal 3 binary64))
87.1%
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
29.8%
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
Compiler

Compiled 74 to 50 computations (32.4% saved)

regimes13.0ms (0.3%)

Memory
-13.5MiB live, 24.5MiB allocated
Counts
6 → 1
Calls
Call 1
Inputs
(*.f64 x #s(literal 3 binary64))
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Outputs
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
Calls

4 calls:

5.0ms
y
3.0ms
(*.f64 x #s(literal 3 binary64))
3.0ms
x
2.0ms
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Results
AccuracySegmentsBranch
99.7%1x
99.7%1y
99.7%1(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
99.7%1(*.f64 x #s(literal 3 binary64))
Compiler

Compiled 12 to 14 computations (-16.7% saved)

regimes9.0ms (0.2%)

Memory
20.5MiB live, 20.5MiB allocated
Counts
4 → 1
Calls
Call 1
Inputs
(*.f64 x #s(literal 3 binary64))
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
Outputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
Calls

4 calls:

2.0ms
(*.f64 x #s(literal 3 binary64))
2.0ms
x
2.0ms
y
2.0ms
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Results
AccuracySegmentsBranch
87.1%1x
87.1%1y
87.1%1(*.f64 x #s(literal 3 binary64))
87.1%1(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Compiler

Compiled 12 to 14 computations (-16.7% saved)

regimes17.0ms (0.4%)

Memory
-17.4MiB live, 23.0MiB allocated
Counts
3 → 1
Calls
Call 1
Inputs
(*.f64 x #s(literal 3 binary64))
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 (*.f64 x #s(literal 3 binary64)) y)
Outputs
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
Calls

4 calls:

11.0ms
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
2.0ms
y
2.0ms
(*.f64 x #s(literal 3 binary64))
2.0ms
x
Results
AccuracySegmentsBranch
29.8%1y
29.8%1(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
29.8%1x
29.8%1(*.f64 x #s(literal 3 binary64))
Compiler

Compiled 12 to 14 computations (-16.7% saved)

regimes5.0ms (0.1%)

Memory
16.9MiB live, 16.9MiB allocated
Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts
1 → 1
Calls
Call 1
Inputs
(*.f64 x #s(literal 3 binary64))
Outputs
(*.f64 x #s(literal 3 binary64))
Calls

4 calls:

1.0ms
(*.f64 x #s(literal 3 binary64))
1.0ms
y
1.0ms
x
1.0ms
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
Results
AccuracySegmentsBranch
4.8%1y
4.8%1(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y)
4.8%1x
4.8%1(*.f64 x #s(literal 3 binary64))
Compiler

Compiled 12 to 14 computations (-16.7% saved)

simplify27.0ms (0.6%)

Memory
-19.9MiB live, 56.2MiB allocated
Algorithm
egg-herbie
Rules
12×*-commutative-binary64-*.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01644
12244
Stop Event
saturated
Calls
Call 1
Inputs
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 x #s(literal 3 binary64))
Outputs
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y)
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64)))
(*.f64 x #s(literal 3 binary64))
(*.f64 #s(literal 3 binary64) x)

soundness1.8s (43.2%)

Memory
-1.1MiB live, 163.8MiB allocated
Rules
2 096×lower-pow.f64
2 096×lower-pow.f32
2 096×lower-pow.f64
2 096×lower-pow.f32
1 412×prod-exp
Iterations

Useful iterations: 6 (0.0ms)

IterNodesCost
010324
118324
233324
344324
044324
01670
02386
13986
26386
38286
415886
546340
6228136
7230836
8243136
9365436
0865036
0615
0921
11621
23321
35721
47321
514521
64339
722579
822839
924069
1036289
085819
Stop Event
done
iter limit
node limit
iter limit
iter limit
node limit
iter limit
iter limit
saturated
Compiler

Compiled 54 to 38 computations (29.6% saved)

preprocess95.0ms (2.3%)

Memory
25.5MiB live, 144.4MiB allocated
Remove

(negabs x)

(abs y)

Compiler

Compiled 142 to 106 computations (25.4% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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