outputs.txt

run=> cmake', '-S', '.', '-B', 'build' 
run=> 'cmake', '--build', 'build'
****************************************************************
*****run max , for slot_count : 3******
===> Running iteration : 1
<re.Match object; span=(496, 507), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
===> Running iteration : 2
<re.Match object; span=(496, 507), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 295 ', 'execution_time_(ms): 804.773'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 294 ', 'execution_time_(ms): 803.663'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 295 ', 'execution_time_(ms): 807.095'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 295 ', 'execution_time_(ms): 803.441'] 


add [5, 5, 5, 5, 5] 5
sub [1, 1, 1, 1, 1] 1
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [2, 2, 2, 2, 2] 2
multiply [5, 5, 5, 5, 5] 5
Depth [7, 7, 7, 7, 7] 7
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [479.62, 175.98, 162.053, 168.258, 162.919] 0.168
execution_time (s) [804.773, 803.663, 807.095, 803.441] 0.804
Remaining_noise_budget [295, 294, 295, 295] 295.0
****************************************************************
*****run max , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 509), match='max: (10, 3)'>
Depth=>10, multiplcative_depth=>3
===> Running iteration : 2
<re.Match object; span=(497, 509), match='max: (10, 3)'>
Depth=>10, multiplcative_depth=>3
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1930.07'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1929.71'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1931.05'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1928.77'] 


add [14, 15, 13, 13, 13] 13
sub [1, 0, 1, 1, 1] 1
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [6, 7, 6, 6, 6] 6
multiply [13, 13, 13, 13, 13] 13
Depth [10, 10, 9, 9, 9] 9
Multiplicative Depth [3, 3, 3, 3, 3] 3
compile_time (s) [253.401, 239.087, 237.409, 237.353, 255.703] 0.239
execution_time (s) [1930.07, 1929.71, 1931.05, 1928.77] 1.930
Remaining_noise_budget [262, 262, 262, 262] 262.0
****************************************************************
*****run max , for slot_count : 5******
===> Running iteration : 1
<re.Match object; span=(497, 509), match='max: (12, 4)'>
Depth=>12, multiplcative_depth=>4
===> Running iteration : 2
<re.Match object; span=(497, 509), match='max: (12, 4)'>
Depth=>12, multiplcative_depth=>4
===> Running iteration : 3
<re.Match object; span=(497, 509), match='max: (12, 4)'>
Depth=>12, multiplcative_depth=>4
===> Running iteration : 4
<re.Match object; span=(497, 509), match='max: (12, 4)'>
Depth=>12, multiplcative_depth=>4
===> Running iteration : 5
<re.Match object; span=(497, 509), match='max: (11, 4)'>
Depth=>11, multiplcative_depth=>4
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 229 ', 'execution_time_(ms): 3688.79'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 228 ', 'execution_time_(ms): 3691.45'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 229 ', 'execution_time_(ms): 3685.73'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 229 ', 'execution_time_(ms): 3682.98'] 


add [27, 28, 27, 29, 27] 27
sub [1, 1, 1, 0, 1] 1
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [12, 12, 12, 13, 12] 12
multiply [25, 26, 26, 26, 26] 26
Depth [12, 12, 12, 12, 11] 12
Multiplicative Depth [4, 4, 4, 4, 4] 4
compile_time (s) [1383.38, 1176.47, 1170.09, 1000.71, 1004.06] 1.170
execution_time (s) [3688.79, 3691.45, 3685.73, 3682.98] 3.687
Remaining_noise_budget [229, 228, 229, 229] 229.0
****************************************************************
*****run sort , for slot_count : 3******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (9, 3)'>
Depth=>9, multiplcative_depth=>3
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1369.87'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1370.78'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1369.55'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 262 ', 'execution_time_(ms): 1368.1'] 


add [9, 9, 9, 9, 9] 9
sub [1, 1, 1, 1, 1] 1
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [4, 4, 4, 4, 4] 4
multiply [9, 9, 9, 9, 9] 9
Depth [9, 9, 9, 9, 9] 9
Multiplicative Depth [3, 3, 3, 3, 3] 3
compile_time (s) [258.132, 232.467, 303.663, 227.829, 230.233] 0.232
execution_time (s) [1369.87, 1370.78, 1369.55, 1368.1] 1.370
Remaining_noise_budget [262, 262, 262, 262] 262.0
****************************************************************
*****run sort , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 509), match='max: (16, 6)'>
Depth=>16, multiplcative_depth=>6
===> Running iteration : 2
<re.Match object; span=(497, 509), match='max: (15, 6)'>
Depth=>15, multiplcative_depth=>6
===> Running iteration : 3
<re.Match object; span=(497, 509), match='max: (15, 6)'>
Depth=>15, multiplcative_depth=>6
===> Running iteration : 4
<re.Match object; span=(495, 507), match='max: (15, 6)'>
Depth=>15, multiplcative_depth=>6
===> Running iteration : 5
<re.Match object; span=(497, 509), match='max: (15, 6)'>
Depth=>15, multiplcative_depth=>6
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 163 ', 'execution_time_(ms): 7765.77'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 164 ', 'execution_time_(ms): 7763.11'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 164 ', 'execution_time_(ms): 7761.31'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 163 ', 'execution_time_(ms): 7754.77'] 


add [42, 40, 40, 40, 40] 40
sub [0, 1, 1, 1, 1] 1
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [11, 10, 10, 10, 10] 10
multiply [57, 57, 57, 57, 57] 57
Depth [16, 15, 15, 15, 15] 15
Multiplicative Depth [6, 6, 6, 6, 6] 6
compile_time (s) [33900.7, 34202.8, 33993.3, 33914.0, 34021.8] 33.993
execution_time (s) [7765.77, 7763.11, 7761.31, 7754.77] 7.762
Remaining_noise_budget [163, 164, 164, 163] 163.5
****************************************************************
*****run discrete_cosin_transform , for slot_count : 1******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (8, 2)'>
Depth=>8, multiplcative_depth=>2
===> Running iteration : 4
<re.Match object; span=(496, 507), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
===> Running iteration : 5
<re.Match object; span=(496, 507), match='max: (7, 2)'>
Depth=>7, multiplcative_depth=>2
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 308 ', 'execution_time_(ms): 531.722'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 308 ', 'execution_time_(ms): 530.902'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 308 ', 'execution_time_(ms): 530.992'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 308 ', 'execution_time_(ms): 530.915'] 


add [6, 6, 10, 6, 6] 6
sub [4, 4, 4, 4, 4] 4
multiply_plain [2, 2, 2, 2, 2] 2
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [4, 4, 4, 4, 4] 4
Depth [7, 7, 8, 7, 7] 7
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [723.172, 371.518, 226.984, 371.12, 375.43] 0.372
execution_time (s) [531.722, 530.902, 530.992, 530.915] 0.531
Remaining_noise_budget [308, 308, 308, 308] 308.0
****************************************************************
*****run poly_derivative , for slot_count : 1******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (6, 2)'>
Depth=>6, multiplcative_depth=>2
===> Running iteration : 2
<re.Match object; span=(496, 507), match='max: (6, 2)'>
Depth=>6, multiplcative_depth=>2
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (6, 2)'>
Depth=>6, multiplcative_depth=>2
===> Running iteration : 4
<re.Match object; span=(496, 507), match='max: (6, 2)'>
Depth=>6, multiplcative_depth=>2
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (6, 2)'>
Depth=>6, multiplcative_depth=>2
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 295 ', 'execution_time_(ms): 483.884'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 295 ', 'execution_time_(ms): 483.121'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 295 ', 'execution_time_(ms): 482.735'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 295 ', 'execution_time_(ms): 483.68'] 


add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [0, 0, 0, 0, 0] 0
multiply [3, 3, 3, 3, 3] 3
Depth [6, 6, 6, 6, 6] 6
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [176.242, 186.69, 167.386, 166.03, 166.382] 0.167
execution_time (s) [483.884, 483.121, 482.735, 483.68] 0.483
Remaining_noise_budget [295, 295, 295, 295] 295.0
****************************************************************
*****run box_blur , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (4, 0)'>
Depth=>4, multiplcative_depth=>0
Command for box_blur failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run box_blur , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (6, 0)'>
Depth=>6, multiplcative_depth=>0
Command for box_blur failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run box_blur , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (6, 0)'>
Depth=>6, multiplcative_depth=>0
Command for box_blur failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run box_blur , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (6, 0)'>
Depth=>6, multiplcative_depth=>0
Command for box_blur failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run lin_reg , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.4974'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.1672'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.1625'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 358 ', 'execution_time_(ms): 43.1492'] 


add [2, 2, 2, 2, 2] 2
sub [0, 0, 0, 0, 0] 0
multiply_plain [1, 1, 1, 1, 1] 1
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [3, 3, 3, 3, 3] 3
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [159.225, 167.951, 150.753, 151.739, 152.069] 0.152
execution_time (s) [43.4974, 43.1672, 43.1625, 43.1492] 0.043
Remaining_noise_budget [359, 359, 359, 358] 359.0
****************************************************************
*****run lin_reg , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(496, 507), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.1057'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.163'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 358 ', 'execution_time_(ms): 43.2304'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.0822'] 


add [2, 2, 2, 2, 2] 2
sub [0, 0, 0, 0, 0] 0
multiply_plain [1, 1, 1, 1, 1] 1
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [3, 3, 3, 3, 3] 3
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [161.21, 157.748, 157.713, 154.161, 172.622] 0.158
execution_time (s) [43.1057, 43.163, 43.2304, 43.0822] 0.043
Remaining_noise_budget [359, 359, 358, 359] 359.0
****************************************************************
*****run lin_reg , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.1493'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.1859'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.2266'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.2588'] 


add [2, 2, 2, 2, 2] 2
sub [0, 0, 0, 0, 0] 0
multiply_plain [1, 1, 1, 1, 1] 1
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [3, 3, 3, 3, 3] 3
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [167.445, 168.921, 168.162, 166.975, 165.877] 0.167
execution_time (s) [43.1493, 43.1859, 43.2266, 43.2588] 0.043
Remaining_noise_budget [359, 359, 359, 359] 359.0
****************************************************************
*****run lin_reg , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(496, 507), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (3, 1)'>
Depth=>3, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.2212'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.4738'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.1551'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 359 ', 'execution_time_(ms): 43.5709'] 


add [2, 2, 2, 2, 2] 2
sub [0, 0, 0, 0, 0] 0
multiply_plain [1, 1, 1, 1, 1] 1
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [3, 3, 3, 3, 3] 3
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [214.322, 198.33, 196.965, 198.848, 198.905] 0.199
execution_time (s) [43.2212, 43.4738, 43.1551, 43.5709] 0.043
Remaining_noise_budget [359, 359, 359, 359] 359.0
****************************************************************
*****run hamming_dist , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (8, 2)'>
Depth=>8, multiplcative_depth=>2
Command for hamming_dist failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run hamming_dist , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (9, 2)'>
Depth=>9, multiplcative_depth=>2
Command for hamming_dist failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run hamming_dist , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(496, 508), match='max: (11, 2)'>
Depth=>11, multiplcative_depth=>2
Command for hamming_dist failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run hamming_dist , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(497, 509), match='max: (13, 2)'>
Depth=>13, multiplcative_depth=>2
Command for hamming_dist failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run poly_reg , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.565'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 344.192'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.289'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.639'] 


add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [176.678, 185.481, 172.719, 171.273, 171.631] 0.173
execution_time (s) [345.565, 344.192, 345.289, 345.639] 0.345
Remaining_noise_budget [296, 296, 296, 296] 296.0
****************************************************************
*****run poly_reg , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.314'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.162'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.726'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 344.465'] 


add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [207.335, 206.327, 206.432, 205.302, 222.143] 0.206
execution_time (s) [345.314, 345.162, 345.726, 344.465] 0.345
Remaining_noise_budget [296, 296, 296, 296] 296.0
****************************************************************
*****run poly_reg , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.342'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.513'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.573'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.964'] 


add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [310.378, 306.095, 306.623, 308.002, 307.064] 0.307
execution_time (s) [345.342, 345.513, 345.573, 345.964] 0.346
Remaining_noise_budget [296, 296, 296, 296] 296.0
****************************************************************
*****run poly_reg , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (5, 2)'>
Depth=>5, multiplcative_depth=>2
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.436'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.769'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.687'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 296 ', 'execution_time_(ms): 345.378'] 


add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [655.466, 639.447, 638.839, 642.448, 635.594] 0.639
execution_time (s) [345.436, 345.769, 345.687, 345.378] 0.346
Remaining_noise_budget [296, 296, 296, 296] 296.0
****************************************************************
*****run l2_distance , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
Command for l2_distance failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run l2_distance , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
Command for l2_distance failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run l2_distance , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (8, 1)'>
Depth=>8, multiplcative_depth=>1
Command for l2_distance failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run l2_distance , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(497, 509), match='max: (10, 1)'>
Depth=>10, multiplcative_depth=>1
Command for l2_distance failed with error:
Command '['cmake', '-S', '.', '-B', 'build']' returned non-zero exit status 1.
****************************************************************
*****run dot_product , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 328 ', 'execution_time_(ms): 303.107'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 302.773'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 328 ', 'execution_time_(ms): 302.797'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 302.076'] 


add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [3, 3, 3, 3, 3] 3
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [4, 4, 4, 4, 4] 4
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [157.349, 166.732, 152.384, 149.998, 150.245] 0.152
execution_time (s) [303.107, 302.773, 302.797, 302.076] 0.303
Remaining_noise_budget [328, 327, 328, 327] 327.5
****************************************************************
*****run dot_product , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 338.304'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 338.043'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 338.666'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 337.332'] 


add [4, 4, 4, 4, 4] 4
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [4, 4, 4, 4, 4] 4
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [6, 6, 6, 6, 6] 6
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [168.334, 164.103, 163.386, 162.231, 163.759] 0.164
execution_time (s) [338.304, 338.043, 338.666, 337.332] 0.338
Remaining_noise_budget [327, 327, 327, 327] 327.0
****************************************************************
*****run dot_product , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 442.375'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 442.006'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 442.581'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 441.277'] 


add [6, 6, 6, 6, 6] 6
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [6, 6, 6, 6, 6] 6
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [7, 7, 7, 7, 7] 7
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [253.621, 239.418, 238.981, 243.213, 289.489] 0.243
execution_time (s) [442.375, 442.006, 442.581, 441.277] 0.442
Remaining_noise_budget [326, 326, 327, 327] 326.5
****************************************************************
*****run dot_product , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (9, 1)'>
Depth=>9, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (9, 1)'>
Depth=>9, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (9, 1)'>
Depth=>9, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (9, 1)'>
Depth=>9, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (9, 1)'>
Depth=>9, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 479.401'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 478.331'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 477.291'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 477.519'] 


add [7, 7, 7, 7, 7] 7
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [7, 7, 7, 7, 7] 7
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [9, 9, 9, 9, 9] 9
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [1045.38, 1039.17, 1053.84, 1045.44, 1030.95] 1.045
execution_time (s) [479.401, 478.331, 477.291, 477.519] 0.478
Remaining_noise_budget [326, 325, 326, 326] 326.0
****************************************************************
*****run gx_kernel , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 328 ', 'execution_time_(ms): 295.97'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 328 ', 'execution_time_(ms): 295.918'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 328 ', 'execution_time_(ms): 294.658'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 328 ', 'execution_time_(ms): 295.352'] 


add [5, 5, 3, 5, 5] 5
sub [1, 1, 2, 2, 1] 1
multiply_plain [2, 2, 2, 2, 2] 2
rotate_rows [0, 0, 0, 0, 0] 0
negate [1, 1, 0, 0, 1] 1
multiply [3, 3, 3, 3, 3] 3
Depth [5, 5, 4, 5, 5] 5
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [312.941, 303.607, 230.875, 2560.29, 354.705] 0.313
execution_time (s) [295.97, 295.918, 294.658, 295.352] 0.296
Remaining_noise_budget [328, 328, 328, 328] 328.0
****************************************************************
*****run gx_kernel , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(512, 523), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 339 ', 'execution_time_(ms): 224.647'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 339 ', 'execution_time_(ms): 225.155'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 339 ', 'execution_time_(ms): 225.026'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 339 ', 'execution_time_(ms): 225.258'] 


add [3, 4, 5, 4, 4] 4
sub [2, 4, 1, 2, 4] 2
multiply_plain [2, 3, 2, 2, 3] 2
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 1, 0, 0] 0
multiply [3, 3, 3, 3, 3] 3
Depth [4, 4, 5, 4, 4] 4
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [1015.5, 514.282, 2325.69, 1012.43, 511.777] 1.012
execution_time (s) [224.647, 225.155, 225.026, 225.258] 0.225
Remaining_noise_budget [339, 339, 339, 339] 339.0
****************************************************************
*****run gx_kernel , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 256.436'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 257.014'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 256.74'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 256.925'] 


add [5, 5, 5, 7, 5] 5
sub [4, 4, 4, 3, 4] 4
multiply_plain [4, 4, 4, 5, 4] 4
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [4, 4, 4, 5, 4] 4
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [3264.15, 3224.88, 3202.09, 3229.29, 3226.34] 3.226
execution_time (s) [256.436, 257.014, 256.74, 256.925] 0.257
Remaining_noise_budget [338, 338, 338, 338] 338.0
****************************************************************
*****run gx_kernel , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 260.338'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 261.345'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 261.269'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 260.583'] 


add [5, 7, 5, 7, 5] 5
sub [4, 3, 4, 3, 4] 4
multiply_plain [4, 5, 4, 5, 4] 4
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [4, 5, 4, 5, 4] 4
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [8132.56, 7955.57, 7957.04, 8081.36, 8070.98] 8.071
execution_time (s) [260.338, 261.345, 261.269, 260.583] 0.261
Remaining_noise_budget [337, 337, 337, 337] 337.0
****************************************************************
*****run gy_kernel , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
Failed in building fhe_code for benchmark: gy_kernel
add [9, 9, 9, 9] 9.0
sub [1, 1, 1, 1] 1.0
multiply_plain [2, 1, 1, 2] 1.5
rotate_rows [0, 0, 0, 0] 0.0
negate [3, 4, 4, 3] 3.5
multiply [5, 5, 5, 5] 5.0
Depth [6, 6, 6, 6, 5] 6
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [333.433, 312.102, 471.429, 223.239, 184.006] 0.312
Warning: No values found for execution_time (s) in gy_kernel with slot_count 4.
execution_time (s) [] N/A
Warning: No values found for Remaining_noise_budget in gy_kernel with slot_count 4.
Remaining_noise_budget [] N/A
****************************************************************
*****run gy_kernel , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(512, 523), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 356.242'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 355.626'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 355.885'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 338 ', 'execution_time_(ms): 356.462'] 


add [9, 11, 11, 9, 11] 11
sub [1, 1, 1, 1, 1] 1
multiply_plain [6, 7, 7, 6, 7] 7
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [6, 7, 7, 6, 7] 7
Depth [5, 6, 6, 5, 6] 6
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [405.937, 406.651, 406.681, 406.17, 407.003] 0.407
execution_time (s) [356.242, 355.626, 355.885, 356.462] 0.356
Remaining_noise_budget [338, 338, 338, 338] 338.0
****************************************************************
*****run gy_kernel , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(512, 523), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 356.997'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 357.093'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 356.55'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 337 ', 'execution_time_(ms): 357.314'] 


add [11, 12, 9, 11, 11] 11
sub [1, 1, 1, 1, 1] 1
multiply_plain [7, 8, 6, 7, 7] 7
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [7, 8, 6, 7, 7] 7
Depth [6, 6, 5, 6, 6] 6
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [3303.04, 3282.58, 3296.29, 3289.1, 3293.82] 3.294
execution_time (s) [356.997, 357.093, 356.55, 357.314] 0.357
Remaining_noise_budget [337, 337, 337, 337] 337.0
****************************************************************
*****run gy_kernel , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 336 ', 'execution_time_(ms): 362.434'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 336 ', 'execution_time_(ms): 362.72'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 336 ', 'execution_time_(ms): 363.674'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 336 ', 'execution_time_(ms): 361.808'] 


add [11, 11, 12, 11, 11] 11
sub [1, 1, 1, 1, 1] 1
multiply_plain [7, 7, 8, 7, 7] 7
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [7, 7, 8, 7, 7] 7
Depth [6, 6, 6, 6, 6] 6
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [8263.99, 8418.69, 8420.14, 8364.61, 8555.09] 8.419
execution_time (s) [362.434, 362.72, 363.674, 361.808] 0.363
Remaining_noise_budget [336, 336, 336, 336] 336.0
****************************************************************
*****run roberts_cross , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(512, 523), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(512, 523), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 386.771'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 386.164'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 385.451'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 385.48'] 


add [3, 3, 3, 3, 3] 3
sub [3, 3, 2, 3, 3] 3
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [4, 4, 4, 4, 4] 4
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [266.531, 240.676, 213.818, 239.83, 240.64] 0.241
execution_time (s) [386.771, 386.164, 385.451, 385.48] 0.386
Remaining_noise_budget [327, 327, 327, 327] 327.0
****************************************************************
*****run roberts_cross , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 366.508'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 366.664'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 367.067'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 366.886'] 


add [3, 3, 3, 3, 3] 3
sub [2, 3, 2, 2, 2] 2
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [4, 4, 4, 4, 4] 4
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [596.535, 934.315, 611.353, 594.984, 594.754] 0.597
execution_time (s) [366.508, 366.664, 367.067, 366.886] 0.367
Remaining_noise_budget [327, 327, 327, 327] 327.0
****************************************************************
*****run roberts_cross , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (5, 1)'>
Depth=>5, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 368.132'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 368.031'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 366.958'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 367.397'] 


add [3, 3, 3, 4, 3] 3
sub [2, 2, 2, 2, 2] 2
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 3, 2] 2
Depth [4, 4, 4, 5, 4] 4
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [5449.39, 5454.14, 5469.89, 3609.81, 5412.33] 5.449
execution_time (s) [368.132, 368.031, 366.958, 367.397] 0.368
Remaining_noise_budget [327, 327, 327, 326] 327.0
****************************************************************
*****run roberts_cross , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(513, 524), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 368.491'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 369.744'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 369.332'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 369.366'] 


add [3, 3, 3, 3, 3] 3
sub [2, 2, 2, 2, 2] 2
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [0, 0, 0, 0, 0] 0
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [4, 4, 4, 4, 4] 4
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [13997.9, 13183.8, 13834.3, 12956.8, 13685.1] 13.685
execution_time (s) [368.491, 369.744, 369.332, 369.366] 0.369
Remaining_noise_budget [327, 327, 327, 327] 327.0
****************************************************************
*****run matrix_mul , for slot_count : 4******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(496, 507), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (4, 1)'>
Depth=>4, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 302.817'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 303.331'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 302.676'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 327 ', 'execution_time_(ms): 302.3'] 


add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [3, 3, 3, 3, 3] 3
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [4, 4, 4, 4, 4] 4
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [260.977, 239.95, 240.572, 239.419, 240.828] 0.241
execution_time (s) [302.817, 303.331, 302.676, 302.3] 0.303
Remaining_noise_budget [327, 327, 327, 327] 327.0
****************************************************************
*****run matrix_mul , for slot_count : 8******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (6, 1)'>
Depth=>6, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 338.461'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 338.785'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 339.383'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 326 ', 'execution_time_(ms): 339.797'] 


add [4, 4, 4, 4, 4] 4
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [4, 4, 4, 4, 4] 4
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [6, 6, 6, 6, 6] 6
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [6672.36, 6674.28, 6620.43, 6662.91, 6602.07] 6.663
execution_time (s) [338.461, 338.785, 339.383, 339.797] 0.339
Remaining_noise_budget [326, 326, 326, 326] 326.0
****************************************************************
*****run matrix_mul , for slot_count : 16******
===> Running iteration : 1
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(495, 506), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(497, 508), match='max: (7, 1)'>
Depth=>7, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 445.619'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 445.692'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 445.878'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 445.315'] 


add [6, 6, 6, 6, 6] 6
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [6, 6, 6, 6, 6] 6
negate [0, 0, 0, 0, 0] 0
multiply [1, 1, 1, 1, 1] 1
Depth [7, 7, 7, 7, 7] 7
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [48495.4, 42766.8, 51390.0, 41605.9, 46545.9] 46.546
execution_time (s) [445.619, 445.692, 445.878, 445.315] 0.446
Remaining_noise_budget [325, 325, 325, 325] 325.0
****************************************************************
*****run matrix_mul , for slot_count : 32******
===> Running iteration : 1
<re.Match object; span=(496, 507), match='max: (8, 1)'>
Depth=>8, multiplcative_depth=>1
===> Running iteration : 2
<re.Match object; span=(496, 507), match='max: (8, 1)'>
Depth=>8, multiplcative_depth=>1
===> Running iteration : 3
<re.Match object; span=(496, 507), match='max: (8, 1)'>
Depth=>8, multiplcative_depth=>1
===> Running iteration : 4
<re.Match object; span=(496, 507), match='max: (8, 1)'>
Depth=>8, multiplcative_depth=>1
===> Running iteration : 5
<re.Match object; span=(496, 507), match='max: (8, 1)'>
Depth=>8, multiplcative_depth=>1
**fhe run done**
**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 945.974'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 947.405'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 948.649'] 


**fhe run done**
returned lines : 
 ['Remaining_noise_budget: 325 ', 'execution_time_(ms): 945.595'] 


add [10, 10, 10, 10, 10] 10
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [7, 7, 7, 7, 7] 7
negate [0, 0, 0, 0, 0] 0
multiply [4, 4, 4, 4, 4] 4
Depth [8, 8, 8, 8, 8] 8
Multiplicative Depth [1, 1, 1, 1, 1] 1
compile_time (s) [366367.0, 366482.0, 366018.0, 366061.0, 366276.0] 366.276
execution_time (s) [945.974, 947.405, 948.649, 945.595] 0.947
Remaining_noise_budget [325, 325, 325, 325] 325.0
Run polynomial benchmarks !!!!!! 
Benchmark 'tree_50-50_5_1' will be run...
=========> Iteration : 1
=======> compile_time line : 239.69 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 2
=======> compile_time line : 155.907 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 3
=======> compile_time line : 152.468 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 4
=======> compile_time line : 151.822 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 5
=======> compile_time line : 152.572 ms
Depth: 5 --MultipliDepth 2
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [4, 4, 4, 4, 4] 4
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [239.69, 155.907, 152.468, 151.822, 152.572] 0.153
execution_time (s) [401.423, 401.838, 401.789, 400.201] 0.402
Remaining_noise_budget [296, 296, 296, 296] 296.0
Benchmark 'tree_50-50_5_2' will be run...
=========> Iteration : 1
=======> compile_time line : 157.197 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 2
=======> compile_time line : 153.05 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 3
=======> compile_time line : 167.428 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 4
=======> compile_time line : 154.966 ms
Depth: 5 --MultipliDepth 2
=========> Iteration : 5
=======> compile_time line : 153.718 ms
Depth: 5 --MultipliDepth 2
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [3, 3, 3, 3, 3] 3
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [0, 0, 0, 0, 0] 0
multiply [2, 2, 2, 2, 2] 2
Depth [5, 5, 5, 5, 5] 5
Multiplicative Depth [2, 2, 2, 2, 2] 2
compile_time (s) [157.197, 153.05, 167.428, 154.966, 153.718] 0.155
execution_time (s) [381.494, 381.426, 380.978, 381.248] 0.381
Remaining_noise_budget [296, 296, 296, 296] 296.0
Benchmark 'tree_50-50_10_1' will be run...
=========> Iteration : 1
=======> compile_time line : 715.614 ms
Depth: 10 --MultipliDepth 5
=========> Iteration : 2
=======> compile_time line : 706.712 ms
Depth: 10 --MultipliDepth 5
=========> Iteration : 3
=======> compile_time line : 872.663 ms
Depth: 10 --MultipliDepth 5
=========> Iteration : 4
=======> compile_time line : 709.486 ms
Depth: 10 --MultipliDepth 5
=========> Iteration : 5
=======> compile_time line : 720.582 ms
Depth: 11 --MultipliDepth 5
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [16, 16, 16, 16, 17] 16
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [1, 1, 1, 1, 1] 1
negate [0, 0, 0, 0, 0] 0
multiply [16, 16, 16, 16, 16] 16
Depth [10, 10, 10, 10, 11] 10
Multiplicative Depth [5, 5, 5, 5, 5] 5
compile_time (s) [715.614, 706.712, 872.663, 709.486, 720.582] 0.716
execution_time (s) [2602.07, 2601.53, 2605.08, 2601.23] 2.602
Remaining_noise_budget [197, 197, 197, 197] 197.0
Benchmark 'tree_50-50_10_2' will be run...
=========> Iteration : 1
=======> compile_time line : 10537.5 ms
Depth: 12 --MultipliDepth 5
=========> Iteration : 2
=======> compile_time line : 10528.3 ms
Depth: 12 --MultipliDepth 5
=========> Iteration : 3
=======> compile_time line : 11414.6 ms
Depth: 12 --MultipliDepth 5
=========> Iteration : 4
=======> compile_time line : 8712.27 ms
Depth: 12 --MultipliDepth 5
=========> Iteration : 5
=======> compile_time line : 8704.76 ms
Depth: 12 --MultipliDepth 5
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [15, 15, 16, 17, 17] 16
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [2, 2, 2, 2, 2] 2
negate [0, 0, 0, 0, 0] 0
multiply [15, 15, 15, 15, 15] 15
Depth [12, 12, 12, 12, 12] 12
Multiplicative Depth [5, 5, 5, 5, 5] 5
compile_time (s) [10537.5, 10528.3, 11414.6, 8712.27, 8704.76] 10.528
execution_time (s) [2458.01, 2461.72, 2458.17, 2457.09] 2.458
Remaining_noise_budget [198, 198, 198, 198] 198.0
Benchmark 'tree_100-50_5_1' will be run...
=========> Iteration : 1
=======> compile_time line : 1244.8 ms
Depth: 11 --MultipliDepth 4
=========> Iteration : 2
=======> compile_time line : 1229.79 ms
Depth: 11 --MultipliDepth 4
=========> Iteration : 3
=======> compile_time line : 192.445 ms
Depth: 7 --MultipliDepth 3
=========> Iteration : 4
=======> compile_time line : 196.923 ms
Depth: 7 --MultipliDepth 3
=========> Iteration : 5
=======> compile_time line : 198.871 ms
Depth: 7 --MultipliDepth 3
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [15, 16, 15, 15, 15] 15
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [2, 2, 7, 7, 7] 7
negate [0, 0, 0, 0, 0] 0
multiply [9, 9, 10, 10, 10] 10
Depth [11, 11, 7, 7, 7] 7
Multiplicative Depth [4, 4, 3, 3, 3] 3
compile_time (s) [1244.8, 1229.79, 192.445, 196.923, 198.871] 0.199
execution_time (s) [1864.86, 1861.26, 1864.03, 1865.32] 1.864
Remaining_noise_budget [263, 262, 263, 262] 262.5
Benchmark 'tree_100-50_5_2' will be run...
=========> Iteration : 1
=======> compile_time line : 468.919 ms
Depth: 10 --MultipliDepth 4
=========> Iteration : 2
=======> compile_time line : 450.511 ms
Depth: 10 --MultipliDepth 4
=========> Iteration : 3
=======> compile_time line : 4545.16 ms
Depth: 11 --MultipliDepth 4
=========> Iteration : 4
=======> compile_time line : 4699.7 ms
Depth: 11 --MultipliDepth 4
=========> Iteration : 5
=======> compile_time line : 561.968 ms
Depth: 10 --MultipliDepth 4
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [14, 15, 14, 14, 14] 14
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [6, 6, 2, 2, 6] 6
negate [0, 0, 0, 0, 0] 0
multiply [9, 9, 10, 10, 9] 9
Depth [10, 10, 11, 11, 10] 10
Multiplicative Depth [4, 4, 4, 4, 4] 4
compile_time (s) [468.919, 450.511, 4545.16, 4699.7, 561.968] 0.562
execution_time (s) [1690.66, 1688.85, 1689.22, 1687.74] 1.689
Remaining_noise_budget [230, 231, 231, 230] 230.5
Benchmark 'tree_100-50_10_1' will be run...
=========> Iteration : 1
=======> compile_time line : 46983.6 ms
Depth: 21 --MultipliDepth 11
=========> Iteration : 2
=======> compile_time line : 46372 ms
Depth: 23 --MultipliDepth 11
=========> Iteration : 3
=======> compile_time line : 46392.5 ms
Depth: 19 --MultipliDepth 10
=========> Iteration : 4
=======> compile_time line : 53036.9 ms
Depth: 19 --MultipliDepth 11
=========> Iteration : 5
=======> compile_time line : 65932.2 ms
Depth: 21 --MultipliDepth 10
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [333, 363, 384, 340, 331] 340
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [18, 50, 61, 19, 19] 19
negate [0, 0, 0, 0, 0] 0
multiply [343, 324, 356, 366, 336] 343
Depth [21, 23, 19, 19, 21] 21
Multiplicative Depth [11, 11, 10, 11, 10] 11
compile_time (s) [46983.6, 46372.0, 46392.5, 53036.9, 65932.2] 46.984
execution_time (s) [53762.3, 53713.2, 53763.4, 53761.6] 53.762
Remaining_noise_budget [31, 31, 30, 32] 31.0
Benchmark 'tree_100-50_10_2' will be run...
=========> Iteration : 1
=======> compile_time line : 68854.8 ms
Depth: 22 --MultipliDepth 9
=========> Iteration : 2
=======> compile_time line : 115907 ms
Depth: 25 --MultipliDepth 11
=========> Iteration : 3
=======> compile_time line : 67946.1 ms
Depth: 25 --MultipliDepth 10
=========> Iteration : 4
=======> compile_time line : 51623.3 ms
Depth: 23 --MultipliDepth 10
=========> Iteration : 5
=======> compile_time line : 69384.6 ms
Depth: 26 --MultipliDepth 9
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [426, 371, 392, 432, 474] 426
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [5, 5, 5, 7, 6] 5
negate [0, 0, 0, 0, 0] 0
multiply [400, 352, 354, 379, 348] 354
Depth [22, 25, 25, 23, 26] 25
Multiplicative Depth [9, 11, 10, 10, 9] 10
compile_time (s) [68854.8, 115907.0, 67946.1, 51623.3, 69384.6] 68.855
execution_time (s) [58060.7, 58062.3, 58057.7, 58001.8] 58.059
Remaining_noise_budget [65, 65, 63, 65] 65.0
Benchmark 'tree_100-100_5_1' will be run...
=========> Iteration : 1
=======> compile_time line : 286.265 ms
Depth: 9 --MultipliDepth 4
=========> Iteration : 2
=======> compile_time line : 190.931 ms
Depth: 9 --MultipliDepth 4
=========> Iteration : 3
=======> compile_time line : 190.92 ms
Depth: 9 --MultipliDepth 4
=========> Iteration : 4
=======> compile_time line : 189.595 ms
Depth: 9 --MultipliDepth 4
=========> Iteration : 5
=======> compile_time line : 190.656 ms
Depth: 9 --MultipliDepth 4
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [1, 1, 1, 1, 1] 1
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [4, 4, 4, 4, 4] 4
negate [0, 0, 0, 0, 0] 0
multiply [4, 4, 4, 4, 4] 4
Depth [9, 9, 9, 9, 9] 9
Multiplicative Depth [4, 4, 4, 4, 4] 4
compile_time (s) [286.265, 190.931, 190.92, 189.595, 190.656] 0.191
execution_time (s) [662.784, 662.613, 661.556, 661.927] 0.662
Remaining_noise_budget [230, 230, 230, 230] 230.0
Benchmark 'tree_100-100_5_2' will be run...
=========> Iteration : 1
=======> compile_time line : 177.972 ms
Depth: 8 --MultipliDepth 4
=========> Iteration : 2
=======> compile_time line : 172.113 ms
Depth: 8 --MultipliDepth 4
=========> Iteration : 3
=======> compile_time line : 190.653 ms
Depth: 8 --MultipliDepth 4
=========> Iteration : 4
=======> compile_time line : 174.013 ms
Depth: 8 --MultipliDepth 4
=========> Iteration : 5
=======> compile_time line : 174.444 ms
Depth: 8 --MultipliDepth 4
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [2, 2, 2, 2, 2] 2
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [6, 6, 6, 6, 6] 6
negate [0, 0, 0, 0, 0] 0
multiply [7, 7, 7, 7, 7] 7
Depth [8, 8, 8, 8, 8] 8
Multiplicative Depth [4, 4, 4, 4, 4] 4
compile_time (s) [177.972, 172.113, 190.653, 174.013, 174.444] 0.174
execution_time (s) [1133.32, 1135.69, 1133.62, 1135.12] 1.134
Remaining_noise_budget [230, 230, 230, 230] 230.0
Benchmark 'tree_100-100_10_1' will be run...
=========> Iteration : 1
=======> compile_time line : 44352.2 ms
Depth: 19 --MultipliDepth 9
=========> Iteration : 2
=======> compile_time line : 44399 ms
Depth: 19 --MultipliDepth 9
=========> Iteration : 3
=======> compile_time line : 48195.1 ms
Depth: 19 --MultipliDepth 9
=========> Iteration : 4
=======> compile_time line : 54691.3 ms
Depth: 19 --MultipliDepth 9
=========> Iteration : 5
=======> compile_time line : 45908.8 ms
Depth: 19 --MultipliDepth 9
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [1, 1, 1, 1, 1] 1
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [9, 9, 9, 9, 9] 9
negate [0, 0, 0, 0, 0] 0
multiply [9, 9, 9, 9, 9] 9
Depth [19, 19, 19, 19, 19] 19
Multiplicative Depth [9, 9, 9, 9, 9] 9
compile_time (s) [44352.2, 44399.0, 48195.1, 54691.3, 45908.8] 45.909
execution_time (s) [1440.19, 1439.86, 1437.5, 1440.45] 1.440
Remaining_noise_budget [68, 67, 67, 67] 67.0
Benchmark 'tree_100-100_10_2' will be run...
=========> Iteration : 1
=======> compile_time line : 305780 ms
Depth: 19 --MultipliDepth 10
=========> Iteration : 2
=======> compile_time line : 305839 ms
Depth: 19 --MultipliDepth 10
=========> Iteration : 3
=======> compile_time line : 305902 ms
Depth: 19 --MultipliDepth 10
=========> Iteration : 4
=======> compile_time line : 240425 ms
Depth: 19 --MultipliDepth 10
=========> Iteration : 5
=======> compile_time line : 274065 ms
Depth: 19 --MultipliDepth 10
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
**fhe run done**
add [0, 0, 0, 0, 0] 0
sub [0, 0, 0, 0, 0] 0
multiply_plain [0, 0, 0, 0, 0] 0
rotate_rows [9, 9, 9, 9, 9] 9
negate [0, 0, 0, 0, 0] 0
multiply [10, 10, 10, 10, 10] 10
Depth [19, 19, 19, 19, 19] 19
Multiplicative Depth [10, 10, 10, 10, 10] 10
compile_time (s) [305780.0, 305839.0, 305902.0, 240425.0, 274065.0] 305.780
execution_time (s) [1560.81, 1562.16, 1560.5, 1562.34] 1.561
Remaining_noise_budget [34, 35, 34, 35] 34.5