Sample trimmed logistic on [-pi, pi]
Time bar (total: 12.5s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 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 |
Compiled 53 to 32 computations (39.6% saved)
| 41.0ms | 260× | 0 | valid |
ival-div: 8.0ms (22.7% of total)const: 7.0ms (19.9% of total)ival-exp: 4.0ms (11.4% of total)ival-add: 3.0ms (8.5% of total)ival-mult: 3.0ms (8.5% of total)ival-sub: 2.0ms (5.7% of total)ival-log: 2.0ms (5.7% of total)ival-<=: 2.0ms (5.7% of total)ival-neg: 2.0ms (5.7% of total)ival-pi: 1.0ms (2.8% of total)ival-and: 1.0ms (2.8% of total)ival-assert: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 1 | 0 | - | 1 | (0.4976158142089844 6.089129755970646e-10) | (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))) |
| 1 | 0 | - | 1 | (0.9876409769058228 1.6340516066706878e-24) | (-.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)) |
| 0 | 0 | - | 0 | - | (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s))) |
| 0 | 0 | - | 0 | - | (PI.f32) |
| 0 | 0 | - | 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))))) |
| 0 | 0 | - | 0 | - | s |
| 0 | 0 | - | 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))))) |
| 0 | 0 | - | 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)))) |
| 0 | 8 | (2.771080609420551e-8 0.02057909220457077) | 0 | - | (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)) |
| 0 | 0 | - | 0 | - | (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s))) |
| 0 | 0 | - | 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)))))) |
| 0 | 0 | - | 0 | - | (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (PI.f32) s)))) |
| 0 | 0 | - | 0 | - | (/.f32 (neg.f32 (PI.f32)) s) |
| 0 | 0 | - | 0 | - | (neg.f32 (PI.f32)) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary32) |
| 0 | 0 | - | 0 | - | (/.f32 #s(literal 1 binary32) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)))) |
| 0 | 0 | - | 0 | - | u |
| 0 | 8 | (2.771080609420551e-8 0.02057909220457077) | 0 | - | (exp.f32 (/.f32 (PI.f32) s)) |
| 0 | 0 | - | 0 | - | (neg.f32 s) |
| 0 | 0 | - | 0 | - | (/.f32 (PI.f32) s) |
| 0 | 0 | - | 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)))))) |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
exp.f32 | (exp.f32 (/.f32 (neg.f32 (PI.f32)) s)) | sensitivity | 8 | 0 |
exp.f32 | (exp.f32 (/.f32 (PI.f32) s)) | sensitivity | 8 | 0 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 0 | 1 |
| - | 8 | 247 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 1 | 0 |
| - | 8 | 1 | 246 |
| number | freq |
|---|---|
| 0 | 248 |
| 2 | 8 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 3.1s | 23 040× | 0 | valid |
Compiled 36 405 to 3 960 computations (89.1% saved)
ival-div: 653.0ms (28.6% of total)ival-exp: 344.0ms (15% of total)ival-add: 292.0ms (12.8% of total)ival-mult: 269.0ms (11.8% of total)ival-log: 229.0ms (10% of total)ival-sub: 190.0ms (8.3% of total)ival-neg: 182.0ms (8% of total)ival-pi: 88.0ms (3.8% of total)ival-true: 19.0ms (0.8% of total)exact: 13.0ms (0.6% of total)ival-assert: 8.0ms (0.3% of total)| 1× | egg-herbie |
Useful iterations: 5 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 55 | 191 |
| 1 | 115 | 185 |
| 2 | 261 | 184 |
| 3 | 742 | 151 |
| 4 | 1466 | 141 |
| 5 | 2371 | 138 |
| 6 | 3100 | 138 |
| 7 | 3526 | 138 |
| 8 | 3781 | 138 |
| 9 | 3852 | 138 |
| 10 | 3893 | 138 |
| 11 | 3917 | 138 |
| 12 | 3919 | 138 |
| 13 | 3919 | 138 |
| 0 | 21 | 37 |
| 0 | 39 | 37 |
| 1 | 58 | 37 |
| 2 | 89 | 37 |
| 3 | 153 | 31 |
| 4 | 224 | 31 |
| 5 | 344 | 28 |
| 6 | 496 | 28 |
| 7 | 710 | 28 |
| 8 | 976 | 28 |
| 9 | 1130 | 28 |
| 10 | 1185 | 28 |
| 11 | 1203 | 28 |
| 12 | 1222 | 28 |
| 13 | 1230 | 28 |
| 14 | 1232 | 28 |
| 0 | 1232 | 28 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| 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)) |
Compiled 37 to 21 computations (43.2% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 99.1% | (*.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)))) |
Compiled 74 to 42 computations (43.2% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 21 | 37 |
| 1 | 41 | 37 |
| 2 | 63 | 37 |
| 3 | 86 | 37 |
| 4 | 124 | 37 |
| 5 | 176 | 37 |
| 6 | 187 | 37 |
| 7 | 190 | 37 |
| 1× | saturated |
| 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)) |
| 1× | fuel |
Compiled 37 to 21 computations (43.2% saved)
Compiled 148 to 84 computations (43.2% saved)
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