Sample trimmed logistic on [-pi, pi]

Time bar (total: 2.6s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze113.0ms (4.3%)

Memory
5.0MiB live, 37.9MiB allocated
Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%1.6%98.4%0%0%0%0
0%0%1.6%98.4%0%0%0%1
0%0%1.6%98.4%0%0%0%2
0%0%1.6%98.4%0%0%0%3
0%0%1.6%98.4%0%0%0%4
25%0.4%1.2%98.4%0%0%0%5
37.5%0.6%1%98.4%0%0%0%6
56.2%0.9%0.7%98.4%0%0%0%7
65.6%1%0.5%98.4%0%0%0%8
76.6%1.2%0.4%98.4%0%0%0%9
82%1.3%0.3%98.4%0%0%0%10
87.9%1.4%0.2%98.4%0%0%0%11
90.8%1.4%0.1%98.4%0%0%0%12
Compiler

Compiled 53 to 32 computations (39.6% saved)

sample50.0ms (1.9%)

Memory
-2.3MiB live, 19.9MiB allocated
Samples
39.0ms260×0valid
Precisions
Click to see histograms. Total time spent on operations: 33.0ms
ival-div: 7.0ms (21.2% of total)
const: 7.0ms (21.2% of total)
ival-add: 3.0ms (9.1% of total)
ival-exp: 3.0ms (9.1% of total)
ival-mult: 3.0ms (9.1% of total)
ival-sub: 2.0ms (6.1% of total)
ival-log: 2.0ms (6.1% of total)
ival-<=: 2.0ms (6.1% of total)
ival-neg: 2.0ms (6.1% of total)
ival-pi: 1.0ms (3% of total)
ival-and: 1.0ms (3% of total)
adjust: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
Bogosity

explain2.3s (86.7%)

Memory
10.6MiB live, 1 868.3MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
30-2(1.9839583274006145e-6 0.056039124727249146)(exp.f32 (/.f32 (PI.f32) s))
10-0-(exp.f32 (/.f32 (neg.f32 (PI.f32)) s))
10-1(6.685095286229625e-5 0.03361689671874046)(/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s))))
00-0-(+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))
00-0-(PI.f32)
00-0-(-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))
00-0-s
00-0-(+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))
00-0-(log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32)))
02(1.7836417498529045e-7 6.062984052609543e-39)0-(*.f32 (neg.f32 s) (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))))
00-0-(+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))
00-0-(*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s))))))
00-0-(-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))
00-0-(/.f32 (neg.f32 (PI.f32)) s)
00-0-(neg.f32 (PI.f32))
00-0-#s(literal 1 binary32)
00-0-(/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s))))
00-0-u
00-0-(neg.f32 s)
00-0-(/.f32 (PI.f32) s)
00-0-(/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s))))))
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
*.f32(*.f32 (neg.f32 s) (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))))n*u20
exp.f32(exp.f32 (/.f32 (neg.f32 (PI.f32)) s))sensitivity15
exp.f32(exp.f32 (/.f32 (PI.f32) s))sensitivity15
Confusion
Predicted +Predicted -
+00
-3253
Precision
0.0
Recall
0/0
Confusion?
Predicted +Predicted MaybePredicted -
+000
-37246
Precision?
0.0
Recall?
0/0
2:
4:
8:
16:
32:
64:
128:
256:
512:
1024:
2048:
Freqs
test
numberfreq
0253
12
21
Total Confusion?
Predicted +Predicted MaybePredicted -
+000
-100
Precision?
0.0
Recall?
0/0
Total Time
14.927490234375
Average Time
0.058310508728027344
Samples
383.0ms3 072×0valid
Compiler

Compiled 9 684 to 1 032 computations (89.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 281.0ms
ival-div: 83.0ms (29.5% of total)
ival-exp: 40.0ms (14.2% of total)
ival-add: 37.0ms (13.2% of total)
ival-mult: 33.0ms (11.7% of total)
ival-log: 27.0ms (9.6% of total)
ival-neg: 24.0ms (8.5% of total)
ival-sub: 23.0ms (8.2% of total)
ival-pi: 9.0ms (3.2% of total)
ival-true: 2.0ms (0.7% of total)
exact: 2.0ms (0.7% of total)
adjust: 1.0ms (0.4% of total)
ival-assert: 1.0ms (0.4% of total)

preprocess158.0ms (6%)

Memory
1.2MiB live, 8.7MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 5 (0.0ms)

IterNodesCost
055191
1115185
2261184
3742151
41466141
52371138
63100138
73526138
83781138
93852138
103893138
113917138
123919138
133919138
02137
03937
15837
28937
315331
422431
534428
649628
771028
897628
9113028
10118528
11120328
12122228
13123028
14123228
0123228
Stop Event
1×iter limit
1×saturated
1×iter limit
1×saturated
Calls
Call 1
Inputs
(*.f32 (neg.f32 s) (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))))
Outputs
(*.f32 (neg.f32 s) (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))))
(*.f32 (log.f32 (-.f32 #s(literal -1 binary32) (/.f32 #s(literal -1 binary32) (-.f32 (/.f32 (-.f32 u #s(literal 1 binary32)) (-.f32 #s(literal -1 binary32) (exp.f32 (/.f32 (PI.f32) s)))) (/.f32 u (-.f32 #s(literal -1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))))))) (neg.f32 s))
Compiler

Compiled 37 to 21 computations (43.2% saved)

eval0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated
Compiler

Compiled 0 to 2 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.7MiB live, 0.7MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.0%
(*.f32 (neg.f32 s) (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))))
Compiler

Compiled 74 to 42 computations (43.2% saved)

simplify28.0ms (1%)

Memory
-6.8MiB live, 18.3MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02137
14137
26337
38637
412437
517637
618737
719037
Stop Event
1×saturated
Calls
Call 1
Inputs
(*.f32 (neg.f32 s) (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))))
Outputs
(*.f32 (neg.f32 s) (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 u (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))))) #s(literal 1 binary32))))
(*.f32 (log.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (*.f32 (-.f32 (/.f32 #s(literal 1 binary32) (+.f32 (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)) #s(literal 1 binary32))) (/.f32 #s(literal 1 binary32) (+.f32 (exp.f32 (/.f32 (PI.f32) s)) #s(literal 1 binary32)))) u) (/.f32 #s(literal 1 binary32) (+.f32 (exp.f32 (/.f32 (PI.f32) s)) #s(literal 1 binary32))))) #s(literal 1 binary32))) (neg.f32 s))

soundness0.0ms (0%)

Memory
0.3MiB live, 0.3MiB allocated
Stop Event
1×fuel
Compiler

Compiled 37 to 21 computations (43.2% saved)

preprocess1.0ms (0%)

Memory
0.6MiB live, 0.6MiB allocated
Compiler

Compiled 148 to 84 computations (43.2% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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