Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, C
Time bar (total: 2.1s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 100% | 99.9% | 0% | 0.1% | 0% | 0% | 0% | 1 |
Compiled 7 to 7 computations (0% saved)
| 335.0ms | 8 256× | 0 | valid |
ival-mult: 78.0ms (60.9% of total)ival-sub: 41.0ms (32% of total)ival-true: 6.0ms (4.7% of total)ival-assert: 3.0ms (2.3% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (-.f64 x (*.f64 y z)) |
| 0 | 0 | - | 0 | - | (*.f64 y z) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | x |
| Predicted + | Predicted - | |
|---|---|---|
| + | 0 | 0 |
| - | 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 256 |
| number | freq |
|---|---|
| 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 1 |
| 22.0ms | 512× | 0 | valid |
Compiled 42 to 24 computations (42.9% saved)
ival-mult: 4.0ms (56.9% of total)ival-sub: 2.0ms (28.4% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 21 | 48 |
| 1 | 65 | 48 |
| 2 | 125 | 48 |
| 3 | 269 | 48 |
| 4 | 441 | 48 |
| 5 | 493 | 48 |
| 6 | 495 | 48 |
| 0 | 5 | 5 |
| 0 | 7 | 5 |
| 1 | 13 | 5 |
| 2 | 25 | 5 |
| 3 | 37 | 5 |
| 4 | 52 | 5 |
| 5 | 76 | 5 |
| 6 | 116 | 5 |
| 7 | 150 | 5 |
| 8 | 192 | 5 |
| 9 | 217 | 5 |
| 10 | 233 | 5 |
| 0 | 233 | 5 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
| Outputs |
|---|
(fma.f64 (neg.f64 z) y x) |
(sort y z)
Compiled 5 to 5 computations (0% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (-.f64 x (*.f64 y z)) |
Compiled 5 to 5 computations (0% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y z) | |
| cost-diff | 0 | (-.f64 x (*.f64 y z)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 11 |
| 0 | 7 | 11 |
| 1 | 13 | 11 |
| 2 | 25 | 11 |
| 3 | 37 | 11 |
| 4 | 52 | 11 |
| 5 | 76 | 11 |
| 6 | 116 | 11 |
| 7 | 150 | 11 |
| 8 | 192 | 11 |
| 9 | 217 | 11 |
| 10 | 233 | 11 |
| 0 | 233 | 11 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
x |
(*.f64 y z) |
y |
z |
| Outputs |
|---|
(fma.f64 (neg.f64 z) y x) |
x |
(*.f64 z y) |
y |
z |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (-.f64 x (*.f64 y z)) | |
| accuracy | 0 | (*.f64 y z) |
| 12.0ms | 256× | 0 | valid |
Compiled 24 to 12 computations (50% saved)
ival-mult: 2.0ms (58.3% of total)ival-sub: 1.0ms (29.1% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | inf | ((- x (* y z)) (* y z)) |
| 1.0ms | z | @ | -inf | ((- x (* y z)) (* y z)) |
| 0.0ms | z | @ | inf | ((- x (* y z)) (* y z)) |
| 0.0ms | y | @ | -inf | ((- x (* y z)) (* y z)) |
| 0.0ms | z | @ | 0 | ((- x (* y z)) (* y z)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 32 | 231 |
| 1 | 96 | 231 |
| 2 | 229 | 231 |
| 3 | 777 | 231 |
| 4 | 2180 | 231 |
| 5 | 3294 | 231 |
| 6 | 4324 | 231 |
| 7 | 5331 | 231 |
| 8 | 6179 | 231 |
| 9 | 6435 | 231 |
| 10 | 6656 | 231 |
| 11 | 7609 | 231 |
| 0 | 8207 | 231 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
x |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
x |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
| Outputs |
|---|
x |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 (neg.f64 z) y) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 (neg.f64 z) y) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
x |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 (neg.f64 z) y) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 (neg.f64 z) y) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 z y) |
(*.f64 (neg.f64 z) y) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
x |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
x |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
(fma.f64 (neg.f64 z) y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 8 |
| 0 | 7 | 8 |
| 1 | 26 | 8 |
| 2 | 183 | 8 |
| 3 | 1707 | 8 |
| 0 | 8472 | 8 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
(*.f64 y z) |
| Outputs |
|---|
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#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
Compiled 7 645 to 578 computations (92.4% saved)
2 alts after pruning (1 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 257 | 1 | 258 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 257 | 2 | 259 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (-.f64 x (*.f64 y z)) |
| ▶ | 54.8% | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Compiled 15 to 13 computations (13.3% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (neg.f64 z) | |
| cost-diff | 0 | (*.f64 (neg.f64 z) y) | |
| cost-diff | 0 | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 18 |
| 0 | 10 | 18 |
| 1 | 23 | 18 |
| 2 | 33 | 18 |
| 3 | 46 | 18 |
| 4 | 63 | 18 |
| 5 | 85 | 18 |
| 6 | 127 | 18 |
| 7 | 159 | 18 |
| 8 | 193 | 18 |
| 9 | 218 | 18 |
| 10 | 234 | 18 |
| 0 | 234 | 18 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
(*.f64 (neg.f64 z) y) |
(neg.f64 z) |
z |
y |
| Outputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
(*.f64 (neg.f64 z) y) |
(neg.f64 z) |
z |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 (neg.f64 z) y) | |
| accuracy | 0 | (neg.f64 z) | |
| accuracy | 28.899728517968093 | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
| 29.0ms | 256× | 0 | valid |
Compiled 33 to 17 computations (48.5% saved)
ival-mult: 4.0ms (56.2% of total)ival-sub: 1.0ms (14.1% of total)ival-neg: 1.0ms (14.1% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | z | @ | inf | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | z | @ | 0 | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | z | @ | -inf | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | y | @ | 0 | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | y | @ | inf | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 32 | 279 |
| 1 | 96 | 279 |
| 2 | 229 | 279 |
| 3 | 778 | 279 |
| 4 | 2173 | 279 |
| 5 | 3280 | 279 |
| 6 | 4306 | 279 |
| 7 | 5314 | 279 |
| 8 | 6164 | 279 |
| 9 | 6420 | 279 |
| 10 | 6641 | 279 |
| 11 | 7600 | 279 |
| 0 | 8198 | 279 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 (* y z)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 (* y z)) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
x |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
x |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
| Outputs |
|---|
x |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(neg.f64 z) |
(neg.f64 z) |
(neg.f64 z) |
(neg.f64 z) |
(*.f64 (neg.f64 y) z) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(neg.f64 z) |
(neg.f64 z) |
(neg.f64 z) |
(neg.f64 z) |
(*.f64 (neg.f64 y) z) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(neg.f64 z) |
(neg.f64 z) |
(neg.f64 z) |
(neg.f64 z) |
x |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(*.f64 (neg.f64 y) z) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
x |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
x |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
(fma.f64 (neg.f64 y) z x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 16 |
| 0 | 10 | 16 |
| 1 | 36 | 16 |
| 2 | 201 | 16 |
| 3 | 1856 | 16 |
| 0 | 8416 | 16 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
(*.f64 (neg.f64 z) y) |
(neg.f64 z) |
| Outputs |
|---|
#<batchref> |
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Compiled 2 536 to 350 computations (86.2% saved)
2 alts after pruning (0 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 163 | 0 | 163 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 1 | 1 |
| Total | 163 | 2 | 165 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (-.f64 x (*.f64 y z)) |
| ✓ | 54.8% | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Compiled 30 to 23 computations (23.3% saved)
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
(-.f64 x (*.f64 y z)) |
| Outputs |
|---|
(-.f64 x (*.f64 y z)) |
5 calls:
| 55.0ms | (*.f64 y z) |
| 2.0ms | x |
| 2.0ms | z |
| 2.0ms | (-.f64 x (*.f64 y z)) |
| 2.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | z |
| 100.0% | 1 | (-.f64 x (*.f64 y z)) |
| 100.0% | 1 | (*.f64 y z) |
Compiled 11 to 18 computations (-63.6% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
| Outputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
5 calls:
| 1.0ms | z |
| 1.0ms | x |
| 1.0ms | y |
| 1.0ms | (-.f64 x (*.f64 y z)) |
| 1.0ms | (*.f64 y z) |
| Accuracy | Segments | Branch |
|---|---|---|
| 54.8% | 1 | x |
| 54.8% | 1 | y |
| 54.8% | 1 | z |
| 54.8% | 1 | (-.f64 x (*.f64 y z)) |
| 54.8% | 1 | (*.f64 y z) |
Compiled 11 to 18 computations (-63.6% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 15 |
| 1 | 23 | 15 |
| 2 | 31 | 15 |
| 3 | 36 | 15 |
| 4 | 38 | 15 |
| 1× | saturated |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
| Outputs |
|---|
(-.f64 x (*.f64 z y)) |
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 32 | 231 |
| 1 | 96 | 231 |
| 2 | 229 | 231 |
| 3 | 777 | 231 |
| 4 | 2180 | 231 |
| 5 | 3294 | 231 |
| 6 | 4324 | 231 |
| 7 | 5331 | 231 |
| 8 | 6179 | 231 |
| 9 | 6435 | 231 |
| 10 | 6656 | 231 |
| 11 | 7609 | 231 |
| 0 | 8207 | 231 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
Compiled 19 to 15 computations (21.1% saved)
(sort y z)
Compiled 94 to 66 computations (29.8% saved)
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