x y z

Time bar (total: 1.7s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

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

Compiled 29 to 23 computations (20.7% saved)

sample1.3s (78.9%)

Memory
7.8MiB live, 738.6MiB allocated
Samples
822.0ms8 256×0valid
Precisions
Click to see histograms. Total time spent on operations: 486.0ms
ival-<=: 255.0ms (52.4% of total)
ival-mult: 154.0ms (31.7% of total)
ival-and: 47.0ms (9.7% of total)
exact: 26.0ms (5.3% of total)
ival-assert: 3.0ms (0.6% of total)
Bogosity

explain45.0ms (2.7%)

Memory
22.2MiB live, 22.2MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
00-0-(*.f64 x (*.f64 y z))
00-0-y
00-0-(*.f64 y z)
00-0-z
00-0-x
Confusion
Predicted +Predicted -
+00
-0256
Precision
0/0
Recall
0/0
Confusion?
Predicted +Predicted MaybePredicted -
+000
-00256
Precision?
0/0
Recall?
0/0
Freqs
test
numberfreq
0256
Total Confusion?
Predicted +Predicted MaybePredicted -
+000
-001
Precision?
0/0
Recall?
0/0
Samples
21.0ms512×0valid
Compiler

Compiled 42 to 24 computations (42.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 7.0ms
ival-mult: 7.0ms (93.5% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess25.0ms (1.5%)

Memory
8.4MiB live, 8.4MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02160
16348
214348
332948
440048
542048
055
075
1115
2185
3205
0205
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(*.f64 x (*.f64 y z))
Outputs
(*.f64 x (*.f64 y z))
(*.f64 (*.f64 z y) x)
Symmetry

(negabs z)

(negabs y)

(negabs x)

(sort x y z)

Compiler

Compiled 5 to 5 computations (0% saved)

eval0.0ms (0%)

Memory
0.2MiB live, 0.2MiB allocated
Compiler

Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory
0.5MiB live, 0.5MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.6%
(*.f64 x (*.f64 y z))
Compiler

Compiled 5 to 5 computations (0% saved)

simplify3.0ms (0.2%)

Memory
0.4MiB live, 0.4MiB allocated
Algorithm
egg-herbie
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 y z)
cost-diff0
(*.f64 x (*.f64 y z))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0511
0711
11111
21811
32011
02011
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
(*.f64 x (*.f64 y z))
x
(*.f64 y z)
y
z
Outputs
(*.f64 x (*.f64 y z))
(*.f64 (*.f64 z y) x)
x
(*.f64 y z)
(*.f64 z y)
y
z

localize15.0ms (0.9%)

Memory
5.4MiB live, 5.4MiB allocated
Localize:

Found 2 expressions of interest:

NewMetricScoreProgram
accuracy0
(*.f64 y z)
accuracy0.23046875
(*.f64 x (*.f64 y z))
Samples
10.0ms256×0valid
Compiler

Compiled 24 to 12 computations (50% saved)

Precisions
Click to see histograms. Total time spent on operations: 4.0ms
ival-mult: 3.0ms (82% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series8.0ms (0.5%)

Memory
3.4MiB live, 3.4MiB allocated
Counts
2 → 60
Calls
Call 1
Inputs
#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())
#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())
Outputs
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf z) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf y) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 x (*.f64 y z)) (patch (*.f64 x (*.f64 y z)) #<representation binary64>) () ())) ())
Calls

9 calls:

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

simplify3.0ms (0.2%)

Memory
1.0MiB live, 1.0MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
05252
19252
216252
318252
018252
Stop Event
iter limit
saturated
Counts
60 → 60
Calls
Call 1
Inputs
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* y z)
(* y z)
(* y z)
(* y z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* y z)
(* y z)
(* y z)
(* y z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* y z)
(* y z)
(* y z)
(* y z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* y z)
(* y z)
(* y z)
(* y z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* y z)
(* y z)
(* y z)
(* y z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* y z)
(* y z)
(* y z)
(* y z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
Outputs
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* y z)
(*.f64 z y)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)

rewrite13.0ms (0.8%)

Memory
5.7MiB live, 5.7MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
058
078
1118
2188
3208
0208
Stop Event
iter limit
saturated
iter limit
Counts
2 → 8
Calls
Call 1
Inputs
(*.f64 x (*.f64 y z))
(*.f64 y z)
Outputs
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>

eval19.0ms (1.1%)

Memory
-79.4MiB live, 5.2MiB allocated
Compiler

Compiled 400 to 17 computations (95.8% saved)

prune8.0ms (0.5%)

Memory
6.1MiB live, 6.1MiB allocated
Pruning

3 alts after pruning (2 fresh and 1 done)

PrunedKeptTotal
New66268
Fresh000
Picked011
Done000
Total66369
Accuracy
100.0%
Counts
69 → 3
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.6%
(*.f64 (*.f64 z x) y)
99.5%
(*.f64 (*.f64 y x) z)
99.6%
(*.f64 x (*.f64 y z))
Compiler

Compiled 15 to 15 computations (0% saved)

simplify3.0ms (0.2%)

Memory
0.5MiB live, 0.5MiB allocated
Algorithm
egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 z x)
cost-diff0
(*.f64 (*.f64 z x) y)
cost-diff0
(*.f64 y x)
cost-diff0
(*.f64 (*.f64 y x) z)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0722
01122
11722
22322
32322
02322
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
(*.f64 (*.f64 y x) z)
(*.f64 y x)
y
x
z
(*.f64 (*.f64 z x) y)
(*.f64 z x)
z
x
y
Outputs
(*.f64 (*.f64 y x) z)
(*.f64 z (*.f64 x y))
(*.f64 y x)
(*.f64 x y)
y
x
z
(*.f64 (*.f64 z x) y)
(*.f64 z (*.f64 x y))
(*.f64 z x)
z
x
y

localize20.0ms (1.2%)

Memory
7.8MiB live, 7.8MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0
(*.f64 z x)
accuracy0.2265625
(*.f64 (*.f64 z x) y)
accuracy0
(*.f64 y x)
accuracy0.30078125
(*.f64 (*.f64 y x) z)
Samples
15.0ms256×0valid
Compiler

Compiled 46 to 16 computations (65.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 6.0ms
ival-mult: 6.0ms (94.1% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series7.0ms (0.4%)

Memory
4.7MiB live, 4.7MiB allocated
Counts
4 → 120
Calls
Call 1
Inputs
#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())
#s(alt (*.f64 y x) (patch (*.f64 y x) #<representation binary64>) () ())
#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())
#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())
Outputs
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
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#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
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#s(alt (* x (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
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#s(alt (* x (* y z)) (taylor inf y) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
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#s(alt (* x (* y z)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
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#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 z)) (taylor -inf y) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
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#s(alt (* x z) (taylor 0 x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor 0 x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor 0 x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor 0 x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<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 (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
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#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 (*.f64 y x) z) (patch (*.f64 (*.f64 y x) z) #<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 (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x (* y z)) (taylor -inf x) (#s(alt (*.f64 (*.f64 z x) y) (patch (*.f64 (*.f64 z x) y) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor -inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor -inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor -inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt (* x z) (taylor -inf x) (#s(alt (*.f64 z x) (patch (*.f64 z x) #<representation binary64>) () ())) ())
Calls

9 calls:

TimeVariablePointExpression
1.0ms
x
@-inf
((* (* y x) z) (* y x) (* (* z x) y) (* z x))
1.0ms
z
@-inf
((* (* y x) z) (* y x) (* (* z x) y) (* z x))
1.0ms
y
@-inf
((* (* y x) z) (* y x) (* (* z x) y) (* z x))
1.0ms
x
@inf
((* (* y x) z) (* y x) (* (* z x) y) (* z x))
1.0ms
z
@inf
((* (* y x) z) (* y x) (* (* z x) y) (* z x))

simplify4.0ms (0.2%)

Memory
1.7MiB live, 1.7MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
07504
112504
215504
015504
Stop Event
iter limit
saturated
Counts
120 → 120
Calls
Call 1
Inputs
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x z)
(* x z)
(* x z)
(* x z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x z)
(* x z)
(* x z)
(* x z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x z)
(* x z)
(* x z)
(* x z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x y)
(* x y)
(* x y)
(* x y)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x y)
(* x y)
(* x y)
(* x y)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x y)
(* x y)
(* x y)
(* x y)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x y)
(* x y)
(* x y)
(* x y)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x z)
(* x z)
(* x z)
(* x z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x y)
(* x y)
(* x y)
(* x y)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x z)
(* x z)
(* x z)
(* x z)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x y)
(* x y)
(* x y)
(* x y)
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x (* y z))
(* x z)
(* x z)
(* x z)
(* x z)
Outputs
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
(* x (* y z))
(*.f64 (*.f64 z y) x)
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rewrite7.0ms (0.4%)

Memory
1.9MiB live, 1.9MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0716
01116
11716
22316
32316
02316
Stop Event
iter limit
saturated
iter limit
Counts
4 → 16
Calls
Call 1
Inputs
(*.f64 (*.f64 y x) z)
(*.f64 y x)
(*.f64 (*.f64 z x) y)
(*.f64 z x)
Outputs
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>

eval11.0ms (0.6%)

Memory
10.1MiB live, 10.1MiB allocated
Compiler

Compiled 800 to 22 computations (97.3% saved)

prune11.0ms (0.7%)

Memory
10.9MiB live, 10.9MiB allocated
Pruning

3 alts after pruning (0 fresh and 3 done)

PrunedKeptTotal
New1360136
Fresh000
Picked022
Done011
Total1363139
Accuracy
100.0%
Counts
139 → 3
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.6%
(*.f64 (*.f64 z x) y)
99.5%
(*.f64 (*.f64 y x) z)
99.6%
(*.f64 x (*.f64 y z))
Compiler

Compiled 30 to 24 computations (20% saved)

regimes8.0ms (0.5%)

Memory
8.2MiB live, 8.2MiB allocated
Counts
3 → 1
Calls
Call 1
Inputs
(*.f64 x (*.f64 y z))
(*.f64 (*.f64 y x) z)
(*.f64 (*.f64 z x) y)
Outputs
(*.f64 (*.f64 z x) y)
Calls

5 calls:

1.0ms
(*.f64 y z)
1.0ms
(*.f64 x (*.f64 y z))
1.0ms
z
1.0ms
y
1.0ms
x
Results
AccuracySegmentsBranch
99.6%1x
99.6%1y
99.6%1z
99.6%1(*.f64 x (*.f64 y z))
99.6%1(*.f64 y z)
Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes6.0ms (0.4%)

Memory
7.7MiB live, 7.7MiB allocated
Accuracy

Total -0.2b remaining (-91.5%)

Threshold costs -0.2b (-91.5%)

Counts
2 → 1
Calls
Call 1
Inputs
(*.f64 x (*.f64 y z))
(*.f64 (*.f64 y x) z)
Outputs
(*.f64 x (*.f64 y z))
Calls

5 calls:

1.0ms
(*.f64 x (*.f64 y z))
1.0ms
(*.f64 y z)
1.0ms
z
1.0ms
y
1.0ms
x
Results
AccuracySegmentsBranch
99.6%1x
99.6%1y
99.6%1z
99.6%1(*.f64 x (*.f64 y z))
99.6%1(*.f64 y z)
Compiler

Compiled 11 to 18 computations (-63.6% saved)

simplify23.0ms (1.4%)

Memory
18.4MiB live, 18.4MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0710
11110
Stop Event
saturated
Calls
Call 1
Inputs
(*.f64 (*.f64 z x) y)
(*.f64 x (*.f64 y z))
Outputs
(*.f64 (*.f64 z x) y)
(*.f64 y (*.f64 x z))
(*.f64 x (*.f64 y z))
(*.f64 (*.f64 y z) x)

soundness6.0ms (0.4%)

Memory
1.2MiB live, 1.2MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
058
078
1118
2188
3208
0208
Stop Event
done
iter limit
saturated
iter limit
Compiler

Compiled 20 to 14 computations (30% saved)

preprocess108.0ms (6.4%)

Memory
-17.3MiB live, 63.0MiB allocated
Remove

(negabs x)

(negabs y)

(negabs z)

Compiler

Compiled 180 to 174 computations (3.3% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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