
Time bar (total: 4.8s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 0 |
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 1 |
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 2 |
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 3 |
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 4 |
| 25% | 25% | 74.9% | 0.2% | 0% | 0% | 0% | 5 |
| 25% | 25% | 74.9% | 0.2% | 0% | 0% | 0% | 6 |
| 25% | 25% | 74.9% | 0.2% | 0% | 0% | 0% | 7 |
| 37.5% | 37.4% | 62.4% | 0.2% | 0% | 0% | 0% | 8 |
| 56.3% | 56.1% | 43.7% | 0.2% | 0% | 0% | 0% | 9 |
| 56.3% | 56.1% | 43.7% | 0.2% | 0% | 0% | 0% | 10 |
| 56.3% | 56.1% | 43.7% | 0.2% | 0% | 0% | 0% | 11 |
| 65.6% | 65.5% | 34.3% | 0.2% | 0% | 0% | 0% | 12 |
Compiled 11 to 10 computations (9.1% saved)
| 694.0ms | 8 256× | 0 | valid |
ival-div: 176.0ms (60.3% of total)ival-mult: 106.0ms (36.3% of total)ival-true: 6.0ms (2.1% of total)ival-assert: 3.0ms (1% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 46 | 0 | - | 2 | (9.739434869300668e+271 1.1749137326624098e-59 -4.356412904044917e+242 5.868113085230298e-12) | (/.f64 (*.f64 (/.f64 y z) t) t) |
| 29 | 0 | - | 2 | (5.541266707944968e+176 -1.5073737136150337e-252 -3.27235830158467e+62 8.237929743742106e+85) | (*.f64 (/.f64 y z) t) |
| 19 | 0 | - | 3 | (-3.4164157011723227e+134 1.2385421651934173e-22 -9.205447897152749e+288 7.38553094949454e-279) | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | t |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | x |
| 0 | 0 | - | 0 | - | (/.f64 y z) |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
/.f64 | (/.f64 (*.f64 (/.f64 y z) t) t) | o/n | 22 | 0 |
| ↳ | (*.f64 (/.f64 y z) t) | overflow | 39 | |
| ↳ | (/.f64 y z) | overflow | 28 | |
/.f64 | (/.f64 (*.f64 (/.f64 y z) t) t) | u/n | 22 | 0 |
| ↳ | (*.f64 (/.f64 y z) t) | underflow | 40 | |
| ↳ | (/.f64 y z) | underflow | 34 | |
*.f64 | (*.f64 (/.f64 y z) t) | n*u | 16 | 0 |
*.f64 | (*.f64 (/.f64 y z) t) | n*o | 11 | 0 |
*.f64 | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) | n*o | 9 | 0 |
*.f64 | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) | n*u | 7 | 0 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 45 | 3 |
| - | 35 | 173 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 45 | 0 | 3 |
| - | 35 | 0 | 173 |
| number | freq |
|---|---|
| 0 | 176 |
| 1 | 73 |
| 2 | 7 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 46.0ms | 512× | 0 | valid |
Compiled 69 to 28 computations (59.4% saved)
ival-div: 8.0ms (53.2% of total)ival-mult: 6.0ms (39.9% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 2 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 50 | 140 |
| 1 | 158 | 78 |
| 2 | 471 | 74 |
| 3 | 1705 | 74 |
| 4 | 4240 | 74 |
| 5 | 7046 | 74 |
| 6 | 7540 | 74 |
| 7 | 7654 | 74 |
| 8 | 7741 | 74 |
| 9 | 7783 | 74 |
| 0 | 8 | 9 |
| 0 | 12 | 9 |
| 1 | 20 | 7 |
| 2 | 43 | 5 |
| 3 | 88 | 5 |
| 4 | 321 | 5 |
| 5 | 1010 | 5 |
| 6 | 2524 | 5 |
| 7 | 2839 | 5 |
| 8 | 3022 | 5 |
| 9 | 3096 | 5 |
| 10 | 3147 | 5 |
| 11 | 3201 | 5 |
| 12 | 5890 | 5 |
| 13 | 6026 | 5 |
| 14 | 6456 | 5 |
| 15 | 6940 | 5 |
| 16 | 7607 | 5 |
| 0 | 8101 | 5 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
| Outputs |
|---|
(*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
(*.f64 (/.f64 y z) x) |
(abs t)
(negabs z)
(negabs y)
(negabs x)
(sort x y)
Compiled 9 to 8 computations (11.1% saved)
Compiled 0 to 4 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 80.1% | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
Compiled 9 to 8 computations (11.1% saved)
| 1× | egg-herbie |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (/.f64 y z) | |
| cost-diff | 0 | (*.f64 (/.f64 y z) t) | |
| cost-diff | 0 | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) | |
| cost-diff | 1024 | (/.f64 (*.f64 (/.f64 y z) t) t) |
Useful iterations: 2 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 28 |
| 0 | 12 | 32 |
| 1 | 20 | 26 |
| 2 | 43 | 20 |
| 3 | 88 | 20 |
| 4 | 321 | 20 |
| 5 | 1010 | 20 |
| 6 | 2524 | 20 |
| 7 | 2839 | 20 |
| 8 | 3022 | 20 |
| 9 | 3096 | 20 |
| 10 | 3147 | 20 |
| 11 | 3201 | 20 |
| 12 | 5890 | 20 |
| 13 | 6026 | 20 |
| 14 | 6456 | 20 |
| 15 | 6940 | 20 |
| 16 | 7607 | 20 |
| 0 | 8101 | 20 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
x |
(/.f64 (*.f64 (/.f64 y z) t) t) |
(*.f64 (/.f64 y z) t) |
(/.f64 y z) |
y |
z |
t |
| Outputs |
|---|
(*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
(*.f64 (/.f64 y z) x) |
x |
(/.f64 (*.f64 (/.f64 y z) t) t) |
(/.f64 y z) |
(*.f64 (/.f64 y z) t) |
(*.f64 t (/.f64 y z)) |
(/.f64 y z) |
y |
z |
t |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 y z) | |
| accuracy | 4.645823641656406 | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) | |
| accuracy | 6.448455926560323 | (*.f64 (/.f64 y z) t) | |
| accuracy | 11.618743269984037 | (/.f64 (*.f64 (/.f64 y z) t) t) |
| 39.0ms | 256× | 0 | valid |
Compiled 30 to 10 computations (66.7% saved)
ival-mult: 18.0ms (84.3% of total)ival-div: 4.0ms (18.7% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ()) |
#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ()) |
#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ()) |
#s(alt (/.f64 y z) (patch (/.f64 y z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt (/ y z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf t) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf t) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf t) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<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 (/ y z) (taylor inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<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 (/ y z) (taylor -inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf z) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf z) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<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 (/ y z) (taylor 0 y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor 0 y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor 0 y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<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 (/ y z) (taylor inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<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 (/ y z) (taylor -inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ y z) (taylor -inf y) (#s(alt (/.f64 (*.f64 (/.f64 y z) t) t) (patch (/.f64 (*.f64 (/.f64 y z) t) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<representation binary64>) () ())) ()) |
#s(alt (/ (* t y) z) (taylor -inf y) (#s(alt (*.f64 (/.f64 y z) t) (patch (*.f64 (/.f64 y z) t) #<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 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) (patch (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) #<representation binary64>) () ())) ()) |
12 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 2.0ms | t | @ | 0 | ((/ (* (/ y z) t) t) (* x (/ (* (/ y z) t) t)) (* (/ y z) t) (/ y z)) |
| 1.0ms | z | @ | inf | ((/ (* (/ y z) t) t) (* x (/ (* (/ y z) t) t)) (* (/ y z) t) (/ y z)) |
| 1.0ms | y | @ | -inf | ((/ (* (/ y z) t) t) (* x (/ (* (/ y z) t) t)) (* (/ y z) t) (/ y z)) |
| 1.0ms | t | @ | -inf | ((/ (* (/ y z) t) t) (* x (/ (* (/ y z) t) t)) (* (/ y z) t) (/ y z)) |
| 1.0ms | y | @ | 0 | ((/ (* (/ y z) t) t) (* x (/ (* (/ y z) t) t)) (* (/ y z) t) (/ y z)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 600 |
| 1 | 13 | 600 |
| 2 | 19 | 600 |
| 3 | 21 | 600 |
| 0 | 21 | 600 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t y) z) |
(/ (* t 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 |
|---|
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ (* t y) z) |
(*.f64 t (/.f64 y z)) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
(/ (* x y) z) |
(*.f64 x (/.f64 y z)) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 24 |
| 0 | 12 | 28 |
| 1 | 35 | 16 |
| 2 | 191 | 16 |
| 3 | 1459 | 16 |
| 0 | 5896 | 16 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 (*.f64 (/.f64 y z) t) t) |
(*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
(*.f64 (/.f64 y z) t) |
(/.f64 y z) |
| Outputs |
|---|
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Compiled 6 395 to 1 123 computations (82.4% saved)
5 alts after pruning (5 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 539 | 5 | 544 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 540 | 5 | 545 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 74.9% | (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) |
| ▶ | 94.0% | (/.f64 (*.f64 x y) z) |
| ▶ | 93.7% | (/.f64 x (/.f64 z y)) |
| ▶ | 92.7% | (*.f64 (/.f64 y z) x) |
| ▶ | 93.9% | (*.f64 (/.f64 x z) y) |
Compiled 58 to 64 computations (-10.3% saved)
| 1× | egg-herbie |
Found 12 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 t z) | |
| cost-diff | 0 | (*.f64 x t) | |
| cost-diff | 0 | (*.f64 (*.f64 x t) y) | |
| cost-diff | 640 | (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) | |
| cost-diff | 0 | (/.f64 z y) | |
| cost-diff | 384 | (/.f64 x (/.f64 z y)) | |
| cost-diff | 0 | (/.f64 y z) | |
| cost-diff | 0 | (*.f64 (/.f64 y z) x) | |
| cost-diff | 0 | (/.f64 x z) | |
| cost-diff | 0 | (*.f64 (/.f64 x z) y) | |
| cost-diff | 0 | (*.f64 x y) | |
| cost-diff | 0 | (/.f64 (*.f64 x y) z) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 68 |
| 0 | 28 | 64 |
| 1 | 43 | 64 |
| 2 | 81 | 64 |
| 3 | 162 | 64 |
| 4 | 224 | 64 |
| 5 | 608 | 64 |
| 6 | 1989 | 64 |
| 7 | 3017 | 64 |
| 8 | 3111 | 64 |
| 9 | 3111 | 64 |
| 10 | 3111 | 64 |
| 11 | 3111 | 64 |
| 12 | 5929 | 64 |
| 13 | 7613 | 64 |
| 0 | 8352 | 64 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 (*.f64 x y) z) |
(*.f64 x y) |
x |
y |
z |
(*.f64 (/.f64 x z) y) |
(/.f64 x z) |
x |
z |
y |
(*.f64 (/.f64 y z) x) |
(/.f64 y z) |
y |
z |
x |
(/.f64 x (/.f64 z y)) |
x |
(/.f64 z y) |
z |
y |
(/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) |
(*.f64 (*.f64 x t) y) |
(*.f64 x t) |
x |
t |
y |
(*.f64 t z) |
z |
| Outputs |
|---|
(/.f64 (*.f64 x y) z) |
(*.f64 (/.f64 y z) x) |
(*.f64 x y) |
(*.f64 y x) |
x |
y |
z |
(*.f64 (/.f64 x z) y) |
(*.f64 (/.f64 y z) x) |
(/.f64 x z) |
x |
z |
y |
(*.f64 (/.f64 y z) x) |
(/.f64 y z) |
y |
z |
x |
(/.f64 x (/.f64 z y)) |
(*.f64 (/.f64 y z) x) |
x |
(/.f64 z y) |
z |
y |
(/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) |
(*.f64 (/.f64 y z) x) |
(*.f64 (*.f64 x t) y) |
(*.f64 (*.f64 t x) y) |
(*.f64 x t) |
(*.f64 t x) |
x |
t |
y |
(*.f64 t z) |
z |
Found 12 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 x t) | |
| accuracy | 0 | (*.f64 t z) | |
| accuracy | 4.869057397254217 | (*.f64 (*.f64 x t) y) | |
| accuracy | 12.746298400665218 | (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) | |
| accuracy | 0 | (/.f64 z y) | |
| accuracy | 4.0600930322362165 | (/.f64 x (/.f64 z y)) | |
| accuracy | 0 | (/.f64 y z) | |
| accuracy | 4.645823641656406 | (*.f64 (/.f64 y z) x) | |
| accuracy | 0 | (/.f64 x z) | |
| accuracy | 3.927732786318245 | (*.f64 (/.f64 x z) y) | |
| accuracy | 0 | (*.f64 x y) | |
| accuracy | 3.8149238594484465 | (/.f64 (*.f64 x y) z) |
| 45.0ms | 256× | 0 | valid |
Compiled 70 to 18 computations (74.3% saved)
ival-div: 22.0ms (69.8% of total)ival-mult: 9.0ms (28.5% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt (/.f64 (*.f64 x y) z) (patch (/.f64 (*.f64 x y) z) #<representation binary64>) () ()) |
#s(alt (*.f64 x y) (patch (*.f64 x y) #<representation binary64>) () ()) |
#s(alt (*.f64 (/.f64 x z) y) (patch (*.f64 (/.f64 x z) y) #<representation binary64>) () ()) |
#s(alt (/.f64 x z) (patch (/.f64 x z) #<representation binary64>) () ()) |
#s(alt (*.f64 (/.f64 y z) x) (patch (*.f64 (/.f64 y z) x) #<representation binary64>) () ()) |
#s(alt (/.f64 y z) (patch (/.f64 y z) #<representation binary64>) () ()) |
#s(alt (/.f64 x (/.f64 z y)) (patch (/.f64 x (/.f64 z y)) #<representation binary64>) () ()) |
#s(alt (/.f64 z y) (patch (/.f64 z y) #<representation binary64>) () ()) |
#s(alt (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) (patch (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) #<representation binary64>) () ()) |
#s(alt (*.f64 (*.f64 x t) y) (patch (*.f64 (*.f64 x t) y) #<representation binary64>) () ()) |
#s(alt (*.f64 x t) (patch (*.f64 x t) #<representation binary64>) () ()) |
#s(alt (*.f64 t z) (patch (*.f64 t z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) (patch (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) (patch (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) (patch (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 t) (#s(alt (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) (patch (/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) #<representation binary64>) () ())) ()) |
#s(alt (* t (* x y)) (taylor 0 t) (#s(alt (*.f64 (*.f64 x t) y) (patch (*.f64 (*.f64 x t) y) #<representation binary64>) () ())) ()) |
#s(alt (* t (* x y)) (taylor 0 t) (#s(alt (*.f64 (*.f64 x t) y) (patch (*.f64 (*.f64 x t) y) #<representation binary64>) () ())) ()) |
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12 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 5.0ms | t | @ | -inf | ((/ (* x y) z) (* x y) (* (/ x z) y) (/ x z) (* (/ y z) x) (/ y z) (/ x (/ z y)) (/ z y) (/ (* (* x t) y) (* t z)) (* (* x t) y) (* x t) (* t z)) |
| 3.0ms | t | @ | 0 | ((/ (* x y) z) (* x y) (* (/ x z) y) (/ x z) (* (/ y z) x) (/ y z) (/ x (/ z y)) (/ z y) (/ (* (* x t) y) (* t z)) (* (* x t) y) (* x t) (* t z)) |
| 2.0ms | x | @ | -inf | ((/ (* x y) z) (* x y) (* (/ x z) y) (/ x z) (* (/ y z) x) (/ y z) (/ x (/ z y)) (/ z y) (/ (* (* x t) y) (* t z)) (* (* x t) y) (* x t) (* t z)) |
| 2.0ms | y | @ | -inf | ((/ (* x y) z) (* x y) (* (/ x z) y) (/ x z) (* (/ y z) x) (/ y z) (/ x (/ z y)) (/ z y) (/ (* (* x t) y) (* t z)) (* (* x t) y) (* x t) (* t z)) |
| 2.0ms | z | @ | -inf | ((/ (* x y) z) (* x y) (* (/ x z) y) (/ x z) (* (/ y z) x) (/ y z) (/ x (/ z y)) (/ z y) (/ (* (* x t) y) (* t z)) (* (* x t) y) (* x t) (* t z)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 1572 |
| 1 | 18 | 1572 |
| 2 | 26 | 1572 |
| 3 | 28 | 1572 |
| 0 | 28 | 1572 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
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(/ z y) |
(/ z y) |
(/ z y) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(/ (* 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) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(/ (* 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) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t x) |
(* t x) |
(* t x) |
(* t x) |
(/ (* 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) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t x) |
(* t x) |
(* t x) |
(* t x) |
(/ (* 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) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t (* x y)) |
(* t x) |
(* t x) |
(* t x) |
(* t x) |
| Outputs |
|---|
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
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(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(* t z) |
(*.f64 t z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ z y) |
(/.f64 z y) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
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(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
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(/ (* x y) z) |
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(/ (* x y) z) |
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(/ z y) |
(/.f64 z y) |
(/ z y) |
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(/ z y) |
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(/ z y) |
(/.f64 z y) |
(/ (* x y) z) |
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(/ (* x y) z) |
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(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
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(* t (* x y)) |
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(* t (* x y)) |
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(* t (* x y)) |
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(/ (* x y) z) |
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(/ (* x y) z) |
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(/ (* x y) z) |
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(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
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(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
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(/ (* x y) z) |
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(/ (* x y) z) |
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(/ (* x y) z) |
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(/ (* x y) z) |
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(/ y z) |
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(/ y z) |
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(/ y z) |
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(/ y z) |
(/.f64 y z) |
(/ (* x y) z) |
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(/ (* x y) z) |
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(/ z y) |
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(/ z y) |
(/.f64 z y) |
(/ (* x y) z) |
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(* t (* x y)) |
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(/ (* x y) z) |
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(/ (* x y) z) |
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(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(/ (* x y) z) |
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(/ (* x y) z) |
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(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
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(* t (* x y)) |
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(* t x) |
(*.f64 t x) |
(* t x) |
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(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
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(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(* x y) |
(*.f64 y x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ x z) |
(/.f64 x z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t (* x y)) |
(*.f64 t (*.f64 y x)) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
(* t x) |
(*.f64 t x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 52 |
| 0 | 28 | 48 |
| 1 | 75 | 48 |
| 2 | 355 | 48 |
| 3 | 2255 | 48 |
| 0 | 8747 | 48 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 (*.f64 x y) z) |
(*.f64 x y) |
(*.f64 (/.f64 x z) y) |
(/.f64 x z) |
(*.f64 (/.f64 y z) x) |
(/.f64 y z) |
(/.f64 x (/.f64 z y)) |
(/.f64 z y) |
(/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) |
(*.f64 (*.f64 x t) y) |
(*.f64 x t) |
(*.f64 t z) |
| Outputs |
|---|
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Compiled 19 536 to 1 323 computations (93.2% saved)
5 alts after pruning (1 fresh and 4 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 1 795 | 1 | 1 796 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 4 | 5 |
| Done | 0 | 0 | 0 |
| Total | 1 796 | 5 | 1 801 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 94.0% | (/.f64 (*.f64 x y) z) |
| ▶ | 92.7% | (/.f64 y (/.f64 z x)) |
| ✓ | 93.7% | (/.f64 x (/.f64 z y)) |
| ✓ | 92.7% | (*.f64 (/.f64 y z) x) |
| ✓ | 93.9% | (*.f64 (/.f64 x z) y) |
Compiled 25 to 30 computations (-20% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (/.f64 z x) | |
| cost-diff | 0 | (/.f64 y (/.f64 z x)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 11 |
| 0 | 7 | 11 |
| 1 | 9 | 11 |
| 2 | 12 | 11 |
| 3 | 16 | 11 |
| 4 | 17 | 11 |
| 0 | 17 | 11 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 y (/.f64 z x)) |
y |
(/.f64 z x) |
z |
x |
| Outputs |
|---|
(/.f64 y (/.f64 z x)) |
y |
(/.f64 z x) |
z |
x |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 z x) | |
| accuracy | 4.641243417638783 | (/.f64 y (/.f64 z x)) |
| 10.0ms | 256× | 0 | valid |
Compiled 13 to 8 computations (38.5% saved)
ival-div: 3.0ms (83.3% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<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 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor 0 z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor 0 z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor 0 z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor 0 z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf z) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf z) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf y) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor 0 x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor 0 x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor 0 x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor 0 x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (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 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor inf x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ (* x y) z) (taylor -inf x) (#s(alt (/.f64 y (/.f64 z x)) (patch (/.f64 y (/.f64 z x)) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
#s(alt (/ z x) (taylor -inf x) (#s(alt (/.f64 z x) (patch (/.f64 z x) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 31.0ms | z | @ | inf | ((/ y (/ z x)) (/ z x)) |
| 1.0ms | z | @ | -inf | ((/ y (/ z x)) (/ z x)) |
| 1.0ms | z | @ | 0 | ((/ y (/ z x)) (/ z x)) |
| 1.0ms | x | @ | -inf | ((/ y (/ z x)) (/ z x)) |
| 0.0ms | x | @ | 0 | ((/ y (/ z x)) (/ z x)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 252 |
| 1 | 9 | 252 |
| 2 | 12 | 252 |
| 3 | 13 | 252 |
| 0 | 13 | 252 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ (* 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) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ (* x y) z) |
(/ z x) |
(/ z x) |
(/ z x) |
(/ z x) |
| Outputs |
|---|
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ (* x y) z) |
(/.f64 (*.f64 y x) z) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
(/ z x) |
(/.f64 z x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 8 |
| 0 | 7 | 8 |
| 1 | 24 | 8 |
| 2 | 120 | 8 |
| 3 | 666 | 8 |
| 4 | 4865 | 8 |
| 0 | 8513 | 8 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 y (/.f64 z x)) |
(/.f64 z x) |
| Outputs |
|---|
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Compiled 2 874 to 567 computations (80.3% saved)
5 alts after pruning (0 fresh and 5 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 291 | 0 | 291 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 4 | 4 |
| Total | 291 | 5 | 296 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 94.0% | (/.f64 (*.f64 x y) z) |
| ✓ | 92.7% | (/.f64 y (/.f64 z x)) |
| ✓ | 93.7% | (/.f64 x (/.f64 z y)) |
| ✓ | 92.7% | (*.f64 (/.f64 y z) x) |
| ✓ | 93.9% | (*.f64 (/.f64 x z) y) |
Compiled 68 to 51 computations (25% saved)
| Inputs |
|---|
(*.f64 (/.f64 x z) y) |
(*.f64 (/.f64 y z) x) |
(/.f64 (*.f64 x y) z) |
(/.f64 x (/.f64 z y)) |
(/.f64 y (/.f64 z x)) |
(/.f64 (*.f64 (*.f64 x t) y) (*.f64 t z)) |
(*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
| Outputs |
|---|
(*.f64 (/.f64 y z) x) |
(*.f64 (/.f64 x z) y) |
7 calls:
| 4.0ms | (/.f64 (*.f64 (/.f64 y z) t) t) |
| 3.0ms | x |
| 3.0ms | t |
| 3.0ms | y |
| 3.0ms | z |
| Accuracy | Segments | Branch |
|---|---|---|
| 97.4% | 2 | x |
| 98.3% | 3 | y |
| 99.8% | 2 | z |
| 95.8% | 2 | t |
| 99.4% | 2 | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
| 99.4% | 2 | (/.f64 (*.f64 (/.f64 y z) t) t) |
| 99.8% | 2 | (/.f64 y z) |
Compiled 23 to 36 computations (-56.5% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
(*.f64 (/.f64 x z) y) |
| Outputs |
|---|
(*.f64 (/.f64 x z) y) |
7 calls:
| 3.0ms | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
| 1.0ms | y |
| 1.0ms | x |
| 1.0ms | t |
| 1.0ms | z |
| Accuracy | Segments | Branch |
|---|---|---|
| 93.9% | 1 | t |
| 93.9% | 1 | y |
| 93.9% | 1 | x |
| 93.9% | 1 | (/.f64 (*.f64 (/.f64 y z) t) t) |
| 93.9% | 1 | (*.f64 x (/.f64 (*.f64 (/.f64 y z) t) t)) |
| 93.9% | 1 | z |
| 93.9% | 1 | (/.f64 y z) |
Compiled 23 to 36 computations (-56.5% saved)
| 1× | left-value |
| Time | Left | Right |
|---|---|---|
| 0.0ms | 3.3849830411340074e+148 | 4.641322470577545e+149 |
Compiled 12 to 15 computations (-25% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 21 |
| 1 | 12 | 21 |
| 1× | saturated |
| Inputs |
|---|
(if (<=.f64 (/.f64 y z) #s(literal 50000000000000002448836328757526028978611350176537194437252118729508413179669237808061576462363823189655653234075513838102671645933129260855113809920 binary64)) (*.f64 (/.f64 y z) x) (*.f64 (/.f64 x z) y)) |
(*.f64 (/.f64 x z) y) |
| Outputs |
|---|
(if (<=.f64 (/.f64 y z) #s(literal 50000000000000002448836328757526028978611350176537194437252118729508413179669237808061576462363823189655653234075513838102671645933129260855113809920 binary64)) (*.f64 (/.f64 y z) x) (*.f64 (/.f64 x z) y)) |
(if (<=.f64 (/.f64 y z) #s(literal 50000000000000002448836328757526028978611350176537194437252118729508413179669237808061576462363823189655653234075513838102671645933129260855113809920 binary64)) (*.f64 x (/.f64 y z)) (*.f64 (/.f64 x z) y)) |
(*.f64 (/.f64 x z) y) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 24 |
| 0 | 12 | 28 |
| 1 | 35 | 16 |
| 2 | 191 | 16 |
| 3 | 1459 | 16 |
| 0 | 5896 | 16 |
| 1× | done |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
Compiled 63 to 40 computations (36.5% saved)
(abs t)
Compiled 478 to 284 computations (40.6% saved)
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