
Time bar (total: 3.5s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 100% | 0% | 0% | 0% | 0% | 0 |
| 0% | 0% | 100% | 0% | 0% | 0% | 0% | 1 |
| 50% | 50% | 50% | 0% | 0% | 0% | 0% | 2 |
| 75% | 75% | 25% | 0% | 0% | 0% | 0% | 3 |
| 87.5% | 87.5% | 12.5% | 0% | 0% | 0% | 0% | 4 |
| 93.8% | 93.7% | 6.2% | 0% | 0% | 0% | 0% | 5 |
| 96.9% | 96.8% | 3.1% | 0% | 0% | 0% | 0% | 6 |
| 98.4% | 98.4% | 1.6% | 0% | 0% | 0% | 0% | 7 |
| 99.2% | 99.2% | 0.8% | 0% | 0% | 0% | 0% | 8 |
| 99.6% | 99.6% | 0.4% | 0% | 0% | 0% | 0% | 9 |
| 99.8% | 99.8% | 0.2% | 0% | 0% | 0% | 0% | 10 |
| 99.9% | 99.9% | 0.1% | 0% | 0% | 0% | 0% | 11 |
| 100% | 99.9% | 0% | 0% | 0% | 0% | 0% | 12 |
Compiled 14 to 10 computations (28.6% saved)
| 838.0ms | 4 140× | 2 | valid |
| 651.0ms | 4 116× | 0 | valid |
ival-sqrt: 395.0ms (32.9% of total)ival-mult: 251.0ms (20.9% of total)ival-div: 239.0ms (19.9% of total)adjust: 184.0ms (15.3% of total)ival-sub: 118.0ms (9.8% of total)ival-true: 6.0ms (0.5% of total)exact: 6.0ms (0.5% of total)ival-assert: 3.0ms (0.2% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 127 | 0 | - | 1 | (5.646575909825227e-160) | (sqrt.f64 (*.f64 x x)) |
| 0 | 0 | - | 0 | - | (/.f64 #s(literal 1 binary64) x) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 0 | 0 | - | 0 | - | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
| 0 | 0 | - | 0 | - | (/.f64 x x) |
| 0 | 0 | - | 0 | - | (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x))) |
| 0 | 0 | - | 0 | - | (*.f64 x x) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
sqrt.f64 | (sqrt.f64 (*.f64 x x)) | uflow-rescue | 65 | 0 |
| ↳ | (*.f64 x x) | underflow | 65 | |
sqrt.f64 | (sqrt.f64 (*.f64 x x)) | oflow-rescue | 61 | 0 |
| ↳ | (*.f64 x x) | overflow | 61 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 126 | 12 |
| - | 0 | 118 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 126 | 0 | 12 |
| - | 0 | 0 | 118 |
| number | freq |
|---|---|
| 0 | 130 |
| 1 | 126 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 63.0ms | 226× | 2 | valid |
| 19.0ms | 286× | 0 | valid |
Compiled 86 to 28 computations (67.4% saved)
ival-div: 11.0ms (27.6% of total)ival-mult: 11.0ms (27.6% of total)adjust: 7.0ms (17.5% of total)ival-sub: 5.0ms (12.5% of total)ival-sqrt: 5.0ms (12.5% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 21 |
| 1 | 38 | 14 |
| 2 | 106 | 12 |
| 3 | 244 | 12 |
| 4 | 1253 | 12 |
| 5 | 5913 | 12 |
| 0 | 8 | 12 |
| 0 | 14 | 8 |
| 1 | 30 | 6 |
| 2 | 64 | 6 |
| 3 | 184 | 6 |
| 4 | 1061 | 6 |
| 5 | 6955 | 6 |
| 0 | 8061 | 6 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
| Outputs |
|---|
(-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
(-.f64 #s(literal 1 binary64) (/.f64 (fabs.f64 x) x)) |
Compiled 12 to 8 computations (33.3% saved)
Compiled 0 to 1 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 49.6% | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
Compiled 12 to 8 computations (33.3% saved)
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) | |
| cost-diff | 2 | (sqrt.f64 (*.f64 x x)) | |
| cost-diff | 2 | (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x))) | |
| cost-diff | 2 | (/.f64 x x) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 35 |
| 0 | 14 | 25 |
| 1 | 30 | 21 |
| 2 | 64 | 21 |
| 3 | 184 | 21 |
| 4 | 1061 | 21 |
| 5 | 6955 | 21 |
| 0 | 8061 | 21 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
(/.f64 x x) |
x |
(*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x))) |
(/.f64 #s(literal 1 binary64) x) |
#s(literal 1 binary64) |
(sqrt.f64 (*.f64 x x)) |
(*.f64 x x) |
| Outputs |
|---|
(-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
(-.f64 #s(literal 1 binary64) (/.f64 (fabs.f64 x) x)) |
(/.f64 x x) |
#s(literal 1 binary64) |
x |
(*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x))) |
(/.f64 (fabs.f64 x) x) |
(/.f64 #s(literal 1 binary64) x) |
#s(literal 1 binary64) |
(sqrt.f64 (*.f64 x x)) |
(fabs.f64 x) |
(*.f64 x x) |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) | |
| accuracy | 0.0 | (*.f64 x x) | |
| accuracy | 0.19140625 | (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x))) | |
| accuracy | 29.407308109368998 | (sqrt.f64 (*.f64 x x)) |
| 54.0ms | 143× | 0 | valid |
| 32.0ms | 113× | 2 | valid |
Compiled 37 to 10 computations (73% saved)
ival-div: 51.0ms (66.1% of total)adjust: 16.0ms (20.7% of total)ival-mult: 5.0ms (6.5% of total)ival-sqrt: 3.0ms (3.9% of total)ival-sub: 2.0ms (2.6% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Inputs |
|---|
(/.f64 x x) |
(*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x))) |
(sqrt.f64 (*.f64 x x)) |
(-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
(*.f64 x x) |
| Outputs |
|---|
1 |
x |
0 |
(pow x 2) |
-1 |
(* -1 x) |
2 |
3 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | inf | ((/ x x) (* (/ 1 x) (sqrt (* x x))) (sqrt (* x x)) (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) (* x x)) |
| 1.0ms | x | @ | -inf | ((/ x x) (* (/ 1 x) (sqrt (* x x))) (sqrt (* x x)) (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) (* x x)) |
| 0.0ms | x | @ | 0 | ((/ x x) (* (/ 1 x) (sqrt (* x x))) (sqrt (* x x)) (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) (* x x)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 7 | 10 |
| 1 | 12 | 10 |
| 2 | 21 | 10 |
| 3 | 54 | 10 |
| 4 | 186 | 10 |
| 5 | 1038 | 10 |
| 0 | 8198 | 10 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
1 |
x |
0 |
(pow x 2) |
-1 |
(* -1 x) |
2 |
| Outputs |
|---|
1 |
#s(literal 1 binary64) |
x |
0 |
#s(literal 0 binary64) |
(pow x 2) |
(*.f64 x x) |
-1 |
#s(literal -1 binary64) |
(* -1 x) |
(neg.f64 x) |
2 |
#s(literal 2 binary64) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 30 |
| 0 | 14 | 15 |
| 1 | 59 | 7 |
| 0 | 438 | 7 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | unsound |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 x x) |
(*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x))) |
(sqrt.f64 (*.f64 x x)) |
(-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
(*.f64 x x) |
| Outputs |
|---|
#s(literal 1 binary64) |
#s(literal 1 binary64) |
x |
#s(literal 0 binary64) |
(*.f64 (*.f64 x (sqrt.f64 x)) (sqrt.f64 x)) |
(*.f64 (neg.f64 (neg.f64 x)) (neg.f64 (neg.f64 x))) |
(*.f64 (neg.f64 x) (neg.f64 x)) |
(*.f64 (sqrt.f64 x) (*.f64 (sqrt.f64 x) x)) |
(*.f64 x x) |
(pow.f64 (*.f64 (*.f64 x x) (*.f64 x x)) #s(literal 1/2 binary64)) |
(pow.f64 (neg.f64 x) #s(literal 2 binary64)) |
(pow.f64 (*.f64 x x) #s(literal 1 binary64)) |
(pow.f64 x #s(literal 2 binary64)) |
(neg.f64 (*.f64 x (neg.f64 x))) |
(neg.f64 (*.f64 (neg.f64 x) x)) |
(sqrt.f64 (*.f64 (*.f64 x x) (*.f64 x x))) |
(fabs.f64 (*.f64 x x)) |
(exp.f64 (*.f64 (log.f64 x) #s(literal 2 binary64))) |
Compiled 310 to 97 computations (68.7% saved)
2 alts after pruning (2 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 21 | 2 | 23 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 22 | 2 | 24 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 57.2% | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
| ▶ | 45.9% | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
Compiled 28 to 20 computations (28.6% saved)
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) | |
| cost-diff | 0 | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 30 |
| 0 | 12 | 22 |
| 1 | 29 | 18 |
| 2 | 66 | 18 |
| 3 | 191 | 18 |
| 4 | 1121 | 18 |
| 5 | 6109 | 18 |
| 0 | 8216 | 18 |
| 1× | iter limit |
| 1× | node limit |
| 1× | saturated |
| Inputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
#s(literal 0 binary64) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
#s(literal 2 binary64) |
| Outputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
#s(literal 0 binary64) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
#s(literal 2 binary64) |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 27.367187500000004 | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) | |
| accuracy | 34.63281250000001 | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
| 18.0ms | 113× | 2 | valid |
| 9.0ms | 143× | 0 | valid |
Compiled 28 to 12 computations (57.1% saved)
ival-div: 5.0ms (25.8% of total)ival-mult: 5.0ms (25.8% of total)adjust: 3.0ms (15.5% of total)ival-sqrt: 3.0ms (15.5% of total)ival-sub: 2.0ms (10.3% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
| Outputs |
|---|
0 |
2 |
3 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | 0 | ((- (/ x x) (* (/ 1 x) (sqrt (* x x)))) (- (/ x x) (* (/ 1 x) (sqrt (* x x))))) |
| 0.0ms | x | @ | inf | ((- (/ x x) (* (/ 1 x) (sqrt (* x x)))) (- (/ x x) (* (/ 1 x) (sqrt (* x x))))) |
| 0.0ms | x | @ | -inf | ((- (/ x x) (* (/ 1 x) (sqrt (* x x)))) (- (/ x x) (* (/ 1 x) (sqrt (* x x))))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 2 | 2 |
| 1 | 4 | 2 |
| 2 | 6 | 2 |
| 3 | 11 | 2 |
| 4 | 31 | 2 |
| 5 | 108 | 2 |
| 6 | 561 | 2 |
| 7 | 4675 | 2 |
| 0 | 8408 | 2 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
0 |
2 |
| Outputs |
|---|
0 |
#s(literal 0 binary64) |
2 |
#s(literal 2 binary64) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 28 |
| 0 | 12 | 20 |
| 1 | 58 | 6 |
| 0 | 438 | 6 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | unsound |
| 1× | saturated |
| Inputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
| Outputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
Compiled 28 to 12 computations (57.1% saved)
2 alts after pruning (0 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 2 | 0 | 2 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 2 | 2 |
| Done | 0 | 0 | 0 |
| Total | 2 | 2 | 4 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 57.2% | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
| ✓ | 45.9% | #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
Compiled 68 to 39 computations (42.6% saved)
| Inputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
(-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
| Outputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
2 calls:
| 2.0ms | x |
| 1.0ms | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
| Accuracy | Segments | Branch |
|---|---|---|
| 87.9% | 2 | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
| 100.0% | 2 | x |
Compiled 13 to 9 computations (30.8% saved)
Total 0.0b remaining (0%)
Threshold costs 0b (0%)
| Inputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
| Outputs |
|---|
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
2 calls:
| 1.0ms | x |
| 1.0ms | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
| Accuracy | Segments | Branch |
|---|---|---|
| 45.9% | 1 | (-.f64 (/.f64 x x) (*.f64 (/.f64 #s(literal 1 binary64) x) (sqrt.f64 (*.f64 x x)))) |
| 45.9% | 1 | x |
Compiled 13 to 9 computations (30.8% saved)
| 1× | binary-search |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 61.0ms | -8.606105924569595e-306 | 3.7372744041535747e-300 |
| 52.0ms | 128× | 2 | valid |
| 2.0ms | 32× | 0 | valid |
Compiled 295 to 232 computations (21.4% saved)
adjust: 34.0ms (72.3% of total)ival-div: 4.0ms (8.5% of total)ival-mult: 4.0ms (8.5% of total)ival-sub: 2.0ms (4.3% of total)ival-sqrt: 2.0ms (4.3% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 15 | 34 |
| 1 | 32 | 28 |
| 2 | 68 | 28 |
| 3 | 217 | 28 |
| 4 | 1456 | 28 |
| 5 | 6299 | 28 |
| 1× | node limit |
| Inputs |
|---|
(if (<=.f64 x #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64))) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
| Outputs |
|---|
(if (<=.f64 x #s(literal -101201126653655/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 2 binary64)) #s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64))) |
#s(approx (- (/ x x) (* (/ 1 x) (sqrt (* x x)))) #s(literal 0 binary64)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 7 | 10 |
| 1 | 12 | 10 |
| 2 | 21 | 10 |
| 3 | 54 | 10 |
| 4 | 186 | 10 |
| 5 | 1038 | 10 |
| 0 | 8198 | 10 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
Compiled 46 to 15 computations (67.4% saved)
Compiled 128 to 56 computations (56.3% saved)
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