Given's Rotation SVD example
Time bar (total: 1.8s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 48.6% | 51.4% | 0% | 0% | 0% | 0 |
| 0% | 0% | 48.6% | 51.4% | 0% | 0% | 0% | 1 |
| 0% | 0% | 48.6% | 51.4% | 0% | 0% | 0% | 2 |
| 0% | 0% | 48.6% | 51.4% | 0% | 0% | 0% | 3 |
| 0% | 0% | 48.6% | 51.4% | 0% | 0% | 0% | 4 |
| 31.3% | 15.2% | 33.4% | 51.4% | 0% | 0% | 0% | 5 |
| 34.4% | 16.7% | 31.9% | 51.4% | 0% | 0% | 0% | 6 |
| 51.6% | 25.1% | 23.6% | 51.4% | 0% | 0% | 0% | 7 |
| 53.1% | 25.8% | 22.8% | 51.4% | 0% | 0% | 0% | 8 |
| 62.5% | 30.4% | 18.2% | 51.4% | 0% | 0% | 0% | 9 |
| 63.7% | 31% | 17.7% | 51.4% | 0% | 0% | 0% | 10 |
| 68.6% | 33.3% | 15.3% | 51.4% | 0% | 0% | 0% | 11 |
| 69.2% | 33.7% | 15% | 51.4% | 0% | 0% | 0% | 12 |
Compiled 27 to 21 computations (22.2% saved)
| 21.0ms | 195× | 0 | valid |
| 7.0ms | 28× | 2 | valid |
| 5.0ms | 26× | 1 | valid |
| 3.0ms | 11× | 3 | valid |
ival-mult: 7.0ms (23.6% of total)const: 7.0ms (23.6% of total)ival-sqrt: 4.0ms (13.5% of total)adjust: 3.0ms (10.1% of total)ival-add: 3.0ms (10.1% of total)ival-div: 2.0ms (6.8% of total)ival-fabs: 1.0ms (3.4% of total)ival-<: 1.0ms (3.4% of total)ival-assert: 0.0ms (0% of total)ival-and: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 66 | 0 | - | 0 | - | (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))) |
| 42 | 0 | - | 39 | (-3.1362645541876335e-62 -6.647678390902624e-45) | (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))) |
| 19 | 0 | - | 19 | (-1.2141667725238328e-97 -6.418429329579231e+66) | (sqrt.f64 (*.f64 #s(literal 1/2 binary64) (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))))) |
| 0 | 0 | - | 0 | - | (*.f64 #s(literal 1/2 binary64) (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x)))))) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 0 | 0 | - | 0 | - | (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x)))) |
| 0 | 0 | - | 0 | - | #s(literal 4 binary64) |
| 0 | 0 | - | 0 | - | (*.f64 x x) |
| 0 | 0 | - | 0 | - | p |
| 0 | 0 | - | 0 | - | (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x)) |
| 0 | 0 | - | 0 | - | (*.f64 (*.f64 #s(literal 4 binary64) p) p) |
| 0 | 0 | - | 0 | - | #s(literal 1/2 binary64) |
| 0 | 0 | - | 0 | - | (*.f64 #s(literal 4 binary64) p) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
sqrt.f64 | (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))) | oflow-rescue | 66 | 0 |
| ↳ | (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x)) | overflow | 66 | |
| ↳ | (*.f64 (*.f64 #s(literal 4 binary64) p) p) | overflow | 66 | |
+.f64 | (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))) | cancellation | 3 | 0 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 3 | 57 |
| - | 66 | 130 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 3 | 0 | 57 |
| - | 66 | 0 | 130 |
| number | freq |
|---|---|
| 0 | 187 |
| 1 | 69 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 184.0ms | 2 304× | 0 | valid |
| 81.0ms | 336× | 2 | valid |
| 50.0ms | 300× | 1 | valid |
| 42.0ms | 132× | 3 | valid |
Compiled 3 612 to 696 computations (80.7% saved)
ival-mult: 83.0ms (34.7% of total)ival-sqrt: 52.0ms (21.8% of total)ival-add: 35.0ms (14.6% of total)adjust: 34.0ms (14.2% of total)ival-div: 28.0ms (11.7% of total)exact: 3.0ms (1.3% of total)ival-true: 2.0ms (0.8% of total)ival-assert: 1.0ms (0.4% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 36 | 93 |
| 1 | 90 | 87 |
| 2 | 194 | 87 |
| 3 | 401 | 87 |
| 4 | 661 | 87 |
| 5 | 999 | 87 |
| 6 | 1334 | 87 |
| 7 | 1544 | 87 |
| 8 | 1698 | 87 |
| 9 | 1932 | 87 |
| 10 | 1999 | 87 |
| 11 | 2027 | 87 |
| 12 | 2029 | 87 |
| 0 | 14 | 17 |
| 0 | 23 | 17 |
| 1 | 38 | 17 |
| 2 | 45 | 17 |
| 3 | 47 | 17 |
| 4 | 48 | 17 |
| 0 | 48 | 15 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(sqrt.f64 (*.f64 #s(literal 1/2 binary64) (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))))) |
| Outputs |
|---|
(sqrt.f64 (*.f64 #s(literal 1/2 binary64) (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))))) |
(sqrt.f64 (fma.f64 (/.f64 #s(literal 1/2 binary64) (sqrt.f64 (fma.f64 (*.f64 p #s(literal 4 binary64)) p (*.f64 x x)))) x #s(literal 1/2 binary64))) |
(abs p)
Compiled 17 to 14 computations (17.6% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 78.1% | (sqrt.f64 (*.f64 #s(literal 1/2 binary64) (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))))) |
Compiled 34 to 28 computations (17.6% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 14 | 17 |
| 1 | 22 | 17 |
| 1× | saturated |
| Inputs |
|---|
(sqrt.f64 (*.f64 #s(literal 1/2 binary64) (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))))) |
| Outputs |
|---|
(sqrt.f64 (*.f64 #s(literal 1/2 binary64) (+.f64 #s(literal 1 binary64) (/.f64 x (sqrt.f64 (+.f64 (*.f64 (*.f64 #s(literal 4 binary64) p) p) (*.f64 x x))))))) |
(sqrt.f64 (*.f64 (+.f64 (/.f64 x (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 (*.f64 p #s(literal 4 binary64)) p)))) #s(literal 1 binary64)) #s(literal 1/2 binary64))) |
| 1× | fuel |
Compiled 17 to 14 computations (17.6% saved)
(abs p)
Compiled 164 to 136 computations (17.1% saved)
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