variables (Container) – Variables to be optimized during the meta step
inner_grad_steps (int) – Number of gradient steps to perform during the inner loop.
inner_learning_rate (float) – The learning rate of the inner loop.
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fdc59b63be0>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7f61fa503be0>) – The function used for the inner loop optimization.
Default is ivy.gradient_descent_update.
inner_batch_fn (Optional[Callable], default: None) – Function to apply to the task sub-batch, before passing to the inner_cost_fn.
Default is None.
variables (Container) – Variables to be optimized during the meta step
inner_grad_steps (int) – Number of gradient steps to perform during the inner loop.
inner_learning_rate (float) – The learning rate of the inner loop.
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fdc59b63be0>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7f61fa503be0>) – The function used for the inner loop optimization.
Default is ivy.gradient_descent_update.
inner_batch_fn (Optional[Callable], default: None) – Function to apply to the task sub-batch, before passing to the inner_cost_fn.
Default is None.
variables (Container) – Variables to be optimized.
inner_grad_steps (int) – Number of gradient steps to perform during the inner loop.
inner_learning_rate (float) – The learning rate of the inner loop.
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fdc59b63be0>) – The function used for the inner loop optimization. It takes the learnable
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7f61fa503be0>) – The function used for the inner loop optimization. It takes the learnable
weights,the derivative of the cost with respect to the weights, and the learning
rate as arguments, and returns the updated variables.
Default is gradient_descent_update.
Container) – Variables to be optimized during the meta step
inner_grad_steps (int) – Number of gradient steps to perform during the inner loop.
inner_learning_rate (float) – The learning rate of the inner loop.
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fdc59b63be0>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7f61fa503be0>) – The function used for the inner loop optimization.
Default is ivy.gradient_descent_update.
inner_batch_fn (Optional[Callable], default: None) – Function to apply to the task sub-batch, before passing to the inner_cost_fn.
Default is None.
Container) – Variables to be optimized during the meta step
inner_grad_steps (int) – Number of gradient steps to perform during the inner loop.
inner_learning_rate (float) – The learning rate of the inner loop.
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fdc59b63be0>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7f61fa503be0>) – The function used for the inner loop optimization.
Default is ivy.gradient_descent_update.
inner_batch_fn (Optional[Callable], default: None) – Function to apply to the task sub-batch, before passing to the inner_cost_fn.
Default is None.
Container) – Variables to be optimized.
inner_grad_steps (int) – Number of gradient steps to perform during the inner loop.
inner_learning_rate (float) – The learning rate of the inner loop.
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fdc59b63be0>) – The function used for the inner loop optimization. It takes the learnable
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7f61fa503be0>) – The function used for the inner loop optimization. It takes the learnable
weights,the derivative of the cost with respect to the weights, and the learning
rate as arguments, and returns the updated variables.
Default is gradient_descent_update.
Should not be used inside any of the test functions.
strides – The stride of the sliding window for each dimension of input.
padding – SAME” or “VALID” indicating the algorithm, or list indicating the per-dimension paddings.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b5a20>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b59c0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88d6f0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88f850>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
data_format (default: 'NWC') – NWC” or “NCW”. Defaults to “NWC”.
dilations (default: 1) – The dilation factor for each dimension of input. (Default value = 1)
strides – The stride of the sliding window for each dimension of input.
padding – SAME” or “VALID” indicating the algorithm, or list indicating the per-dimension paddings.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b5960>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b5900>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88cf10>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88ceb0>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
output_shape (default: None) – Shape of the output (Default value = None)
data_format (default: 'NWC') – NWC” or “NCW”. Defaults to “NWC”.
strides – The stride of the sliding window for each dimension of input.
padding – SAME” or “VALID” indicating the algorithm, or list indicating the per-dimension paddings.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b57b0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b5750>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88ce50>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88cdf0>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
data_format (default: 'NHWC') – NHWC” or “NCHW”. Defaults to “NHWC”.
dilations (default: 1) – The dilation factor for each dimension of input. (Default value = 1)
strides – The stride of the sliding window for each dimension of input.
padding – SAME” or “VALID” indicating the algorithm, or list indicating the per-dimension paddings.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b56f0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b5690>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88d3f0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88cf70>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
output_shape (default: None) – Shape of the output (Default value = None)
data_format (default: 'NHWC') – NHWC” or “NCHW”. Defaults to “NHWC”.
strides – The stride of the sliding window for each dimension of input.
padding – SAME” or “VALID” indicating the algorithm, or list indicating the per-dimension paddings.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b4eb0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b4f40>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88e920>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88e980>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
data_format (default: 'NDHWC') – NDHWC” or “NCDHW”. Defaults to “NDHWC”.
dilations (default: 1) – The dilation factor for each dimension of input. (Default value = 1)
strides – The stride of the sliding window for each dimension of input.
padding – SAME” or “VALID” indicating the algorithm, or list indicating the per-dimension paddings.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b4c40>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b4be0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88e9e0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88ea40>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
output_shape (default: None) – Shape of the output (Default value = None)
data_format (default: 'NDHWC') – NDHWC” or “NCDHW”. Defaults to “NDHWC”.
strides – The stride of the sliding window for each dimension of input.
padding – SAME” or “VALID” indicating the algorithm, or list indicating the per-dimension paddings.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b55a0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b5600>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88cfd0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88e8c0>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
data_format (default: 'NHWC') – NHWC” or “NCHW”. Defaults to “NHWC”.
dilations (default: 1) – The dilation factor for each dimension of input. (Default value = 1)
input_channels – Number of input channels for the layer
output_channels – Number of output channels for the layer
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b61d0>) – Initializer for the weights. Default is GlorotUniform.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88f9a0>) – Initializer for the weights. Default is GlorotUniform.
num_layers (default: 1) – Number of lstm cells in the lstm layer, default is 1.
return_sequence (default: True) – Whether or not to return the entire output sequence, or
just the latest timestep.
@@ -2007,8 +2007,8 @@
input_channels – Number of input channels for the layer.
output_channels – Number of output channels for the layer.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fdc599b6020>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fdc599b5fc0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7f61fa88c9a0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7f61fa88d390>) – Initializer for the bias. Default is Zeros.
with_bias (default: True) – Whether or not to include a bias term, default is True.
device (default: None) – device on which to create the layer’s variables ‘cuda:0’, ‘cuda:1’, ‘cpu’
etc. Default is cpu.
ivy.trace_graph()", "ivy.transpile()", "ivy.unify()", "Related Work", "API Standards", "Compiler Infrastructure", "Exchange Formats", "Frameworks", "Graph Tracers", "ML-Unifying Companies", "Multi-Vendor Compiler Frameworks", "Vendor-Specific APIs", "Vendor-Specific Compilers", "What does Ivy Add?", "Wrapper Frameworks", "Contributor Leaderboard"], "terms": {"thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 40, 42, 43, 45, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 95, 97, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 150, 151, 152, 162, 165, 168, 169, 170, 172, 176, 177, 191, 194, 204, 210, 211, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 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21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 42, 43, 54, 62, 63, 77, 85, 86, 94, 95, 356, 369, 372, 378, 384, 394, 395, 400, 401, 404, 405, 406, 416, 417, 498, 499, 500, 501, 502, 503, 504, 519, 522, 636, 639, 640, 697, 707, 734, 735, 737, 788, 789, 792, 809, 815, 837, 838, 844, 849, 860, 862, 865], "resnet": [2, 10, 17, 28, 860, 861], "imag": [2, 3, 5, 8, 10, 13, 17, 25, 28, 29, 42, 43, 44, 45, 46, 47, 54, 58, 76, 77, 81, 99, 217, 218, 219, 220, 223, 226, 235, 238, 240, 242, 251, 252, 253, 258, 260, 273, 280, 281, 283, 284, 288, 372, 391, 392, 408, 409, 410, 412, 542, 629, 631, 633, 646, 647, 648, 649, 650, 653, 654, 655, 789, 809, 816, 831, 844, 846, 847, 849, 851, 853, 860, 861, 867], "classif": [2, 3, 9, 11, 17, 42, 809, 867], "acceler": [2, 17, 809, 826, 838, 865, 869, 870, 871, 872], "pytorch": [2, 3, 4, 6, 8, 9, 12, 14, 15, 17, 18, 26, 28, 29, 40, 47, 280, 332, 333, 369, 629, 793, 809, 814, 815, 821, 826, 827, 830, 833, 834, 837, 838, 839, 844, 846, 851, 852, 854, 857, 858, 860, 861, 864, 868, 870, 871, 873, 874], "jax": [2, 9, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 40, 42, 46, 48, 53, 54, 55, 65, 70, 76, 77, 78, 107, 108, 109, 110, 111, 112, 113, 114, 115, 206, 288, 292, 297, 298, 300, 346, 364, 369, 384, 529, 559, 592, 611, 623, 628, 629, 631, 642, 746, 747, 748, 749, 781, 785, 798, 809, 813, 814, 815, 816, 817, 820, 822, 826, 827, 830, 831, 833, 836, 837, 838, 839, 841, 842, 844, 846, 848, 851, 852, 857, 858, 860, 861, 862, 868, 870, 873, 874], "convert": [2, 6, 8, 10, 11, 13, 15, 17, 18, 20, 22, 25, 26, 28, 29, 30, 32, 34, 42, 45, 47, 49, 50, 53, 71, 72, 73, 76, 94, 124, 125, 137, 147, 148, 190, 191, 192, 193, 204, 212, 216, 236, 276, 375, 380, 459, 460, 461, 510, 575, 593, 595, 596, 597, 599, 626, 627, 628, 629, 631, 634, 638, 692, 716, 727, 728, 770, 798, 802, 809, 815, 821, 822, 835, 836, 838, 841, 843, 846, 852, 854, 858, 861, 865, 866, 873], "them": [2, 3, 8, 10, 13, 15, 17, 28, 29, 34, 373, 443, 536, 572, 631, 773, 789, 809, 811, 815, 817, 818, 820, 821, 822, 823, 824, 825, 826, 830, 832, 835, 837, 838, 839, 841, 843, 846, 848, 849, 850, 852, 854, 855, 856, 857, 858, 859, 860, 861, 862, 864, 865, 867, 869, 873], "faster": [2, 3, 8, 10, 11, 17, 28, 29, 45, 47, 54, 59, 77, 82, 373, 446, 634, 684, 811, 814, 823, 854, 869, 872], "infer": [2, 5, 8, 10, 11, 17, 21, 31, 33, 34, 43, 45, 47, 50, 54, 55, 58, 61, 73, 77, 78, 81, 84, 123, 125, 128, 132, 133, 137, 140, 146, 155, 156, 157, 158, 159, 309, 310, 372, 375, 379, 408, 493, 507, 553, 587, 588, 626, 627, 631, 633, 636, 656, 703, 798, 799, 819, 822, 826, 827, 841, 846, 851, 861, 865, 866, 869, 871], "mmpretrain": [2, 17], "segment": [2, 17, 54, 77, 327, 328, 329, 366, 823, 828], "unet": [2, 17], "alexnet": [2, 17], "In": [2, 3, 4, 13, 15, 17, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 40, 42, 47, 52, 54, 55, 61, 75, 77, 78, 84, 94, 95, 204, 211, 212, 216, 220, 237, 238, 244, 252, 253, 270, 273, 279, 281, 372, 375, 378, 396, 397, 398, 418, 459, 460, 461, 467, 469, 471, 472, 473, 474, 476, 480, 486, 487, 496, 498, 500, 532, 552, 559, 577, 628, 629, 631, 634, 636, 640, 682, 699, 700, 701, 703, 705, 706, 708, 710, 738, 809, 815, 816, 817, 820, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 837, 838, 839, 841, 842, 843, 844, 848, 849, 850, 851, 852, 856, 858, 860, 861, 862, 863, 865, 867, 868, 870, 873], "we": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 40, 41, 42, 45, 46, 47, 54, 59, 60, 61, 69, 77, 82, 83, 92, 94, 95, 115, 361, 371, 375, 459, 460, 461, 467, 469, 471, 472, 473, 476, 480, 487, 491, 496, 542, 552, 592, 614, 615, 617, 622, 623, 631, 632, 634, 635, 636, 677, 693, 699, 700, 701, 703, 705, 706, 708, 710, 785, 791, 798, 803, 809, 810, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 842, 844, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 860, 861, 862, 863, 867, 868, 872, 873, 875], "show": [2, 3, 4, 5, 9, 17, 23, 28, 29, 30, 31, 33, 40, 42, 44, 45, 576, 585, 608, 631, 809, 815, 816, 817, 823, 825, 828, 832, 837, 838, 841, 843, 852, 860, 867], "how": [2, 3, 4, 6, 8, 10, 13, 15, 17, 18, 19, 20, 21, 23, 25, 26, 28, 29, 30, 31, 33, 34, 35, 36, 40, 43, 46, 47, 48, 53, 54, 70, 76, 77, 97, 107, 108, 109, 110, 111, 112, 113, 114, 115, 237, 270, 288, 292, 297, 298, 300, 364, 374, 375, 449, 464, 489, 490, 623, 629, 785, 788, 789, 790, 791, 809, 810, 811, 813, 814, 816, 817, 819, 820, 821, 822, 824, 825, 826, 827, 828, 829, 830, 832, 833, 835, 836, 837, 838, 839, 842, 843, 844, 845, 847, 848, 849, 850, 851, 852, 856, 858, 863, 867], "written": [2, 3, 4, 17, 19, 28, 29, 42, 55, 375, 470, 816, 820, 821, 829, 832, 833, 837, 838, 842, 846, 848, 851, 852, 856, 861, 865, 867, 871, 873, 874], "xgboost": [2, 17], "paddlepaddl": [2, 17, 332, 333, 369, 816], "dinov2": [2, 5, 17], "video": [3, 6, 8, 9, 10, 13, 15, 19, 20, 21, 22, 23, 24, 25, 26, 29, 809, 810, 815, 816, 817, 820, 821, 822, 824, 825, 826, 827, 828, 829, 830, 832, 833, 834, 835, 836, 837, 838, 839, 841, 842, 844, 853, 865], "tutori": [3, 5, 6, 8, 9, 10, 13, 15, 19, 20, 21, 22, 23, 24, 25, 26, 29, 809, 817, 838, 853], "nativ": [3, 4, 5, 7, 10, 19, 20, 23, 24, 25, 26, 28, 29, 49, 50, 51, 52, 55, 72, 75, 78, 99, 103, 137, 147, 148, 154, 155, 156, 157, 158, 159, 173, 176, 191, 192, 193, 194, 204, 212, 216, 559, 561, 565, 572, 577, 595, 626, 627, 628, 631, 770, 781, 786, 798, 809, 813, 815, 826, 827, 830, 831, 834, 835, 837, 838, 839, 841, 846, 848, 849, 854, 860, 861, 862, 865, 874], "integr": [3, 4, 13, 15, 22, 29, 32, 51, 53, 54, 74, 76, 77, 149, 289, 352, 369, 384, 522, 627, 629, 809, 814, 816, 818, 819, 835, 861, 865, 867, 869, 870, 871], "three": [3, 4, 17, 23, 33, 34, 44, 54, 136, 309, 366, 375, 461, 626, 816, 817, 824, 825, 826, 828, 838, 841, 844, 845, 846, 868, 873], "major": [3, 4, 641, 744, 826, 827, 839, 841, 852, 857, 864, 867], "ml": [3, 4, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 42, 44, 47, 809, 810, 814, 838, 845, 846, 847, 849, 850, 851, 855, 857, 858, 861, 863, 864, 865, 866, 867, 870, 872, 874], "framework": [3, 4, 5, 13, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 30, 31, 32, 33, 35, 42, 44, 46, 49, 55, 167, 189, 199, 202, 213, 540, 556, 560, 592, 595, 627, 628, 631, 638, 717, 768, 770, 774, 781, 786, 793, 798, 799, 809, 812, 813, 815, 816, 819, 820, 821, 822, 823, 825, 826, 827, 828, 830, 831, 833, 834, 835, 837, 838, 841, 842, 844, 845, 846, 848, 851, 852, 853, 854, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 868, 871], "sinc": [3, 6, 9, 25, 26, 28, 29, 42, 44, 54, 77, 95, 369, 809, 811, 816, 817, 820, 821, 822, 823, 824, 825, 826, 827, 830, 837, 838, 852, 857, 867, 873], "want": [3, 5, 6, 7, 9, 10, 11, 13, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 41, 42, 44, 54, 69, 77, 92, 237, 270, 375, 469, 629, 791, 809, 810, 811, 815, 816, 817, 823, 825, 827, 830, 832, 834, 835, 836, 837, 841, 844, 849, 850, 851, 852, 853, 857, 861], "after": [3, 4, 6, 8, 9, 10, 28, 29, 43, 54, 55, 56, 58, 62, 71, 77, 78, 79, 81, 85, 183, 284, 301, 305, 354, 364, 369, 372, 373, 375, 395, 396, 397, 398, 415, 419, 440, 470, 481, 559, 613, 616, 618, 619, 620, 627, 629, 631, 632, 633, 638, 639, 646, 647, 648, 649, 651, 653, 655, 656, 726, 734, 793, 798, 809, 815, 816, 817, 820, 822, 823, 825, 826, 828, 830, 833, 836, 839, 841, 845, 853, 860, 861, 867], "first": [3, 4, 5, 6, 9, 13, 19, 21, 22, 23, 25, 28, 29, 31, 32, 33, 42, 45, 46, 47, 50, 53, 54, 59, 61, 63, 64, 65, 67, 73, 76, 77, 78, 82, 84, 86, 88, 90, 94, 95, 99, 100, 119, 120, 134, 135, 144, 175, 183, 193, 220, 225, 227, 229, 230, 231, 232, 238, 244, 245, 246, 247, 248, 249, 255, 256, 257, 262, 263, 264, 266, 267, 270, 273, 275, 286, 287, 299, 309, 310, 325, 327, 328, 329, 331, 344, 346, 347, 348, 354, 358, 359, 364, 366, 369, 372, 373, 374, 375, 382, 384, 395, 425, 426, 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195, 196, 199, 202, 204, 206, 208, 209, 212, 214, 216, 628, 807, 809, 816, 817, 825, 827, 848, 853, 865, 867, 870, 871, 872], "enabl": [3, 4, 6, 7, 8, 9, 10, 11, 23, 24, 26, 43, 54, 59, 71, 82, 100, 372, 374, 395, 453, 577, 631, 634, 677, 791, 807, 809, 816, 817, 818, 821, 824, 826, 834, 835, 836, 837, 838, 841, 842, 845, 847, 849, 851, 852, 854, 857, 860, 865, 866, 867, 868, 869, 870, 873, 874], "dm": [3, 4, 6, 8, 10, 28, 29, 40, 42], "haiku": [3, 4, 6, 8, 10, 26, 28, 29, 40, 42, 46, 786, 809, 851, 858, 861, 867], "exit": [3, 6, 9, 28, 29, 827], "download": [3, 9, 13, 15, 28, 29, 43, 44, 47, 811, 816, 823, 841, 860, 861], "imagenet": [3, 15, 43, 45, 809], "class": [3, 5, 6, 9, 11, 13, 15, 19, 28, 29, 40, 41, 42, 43, 44, 45, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 103, 104, 131, 140, 146, 162, 165, 178, 180, 181, 240, 277, 335, 357, 369, 383, 384, 392, 393, 426, 525, 526, 533, 542, 546, 559, 569, 592, 626, 627, 628, 629, 631, 633, 634, 635, 638, 639, 654, 659, 663, 669, 679, 683, 684, 686, 693, 709, 716, 727, 734, 749, 756, 760, 761, 770, 771, 778, 779, 780, 781, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 797, 798, 802, 807, 809, 815, 822, 823, 824, 826, 827, 828, 829, 833, 835, 836, 839, 840, 841, 844, 846, 847, 849, 850, 851, 854, 860, 861, 865, 867, 868, 874], "preprocess": [3, 9, 11, 28, 29, 42, 45, 860], "wget": [3, 6, 9, 42, 43, 46, 816], "raw": [3, 5, 6, 8, 9, 10, 25, 28, 29, 42, 45, 46, 71, 809, 829, 861, 868], "githubusercont": [3, 6, 9, 42, 46], "hub": [3, 6, 9, 42, 45, 47], "master": [3, 6, 9, 20, 21, 22, 30, 31, 32, 33, 34, 35, 42, 44, 45, 46, 812, 825, 867, 875], "imagenet_class": [3, 9], "txt": [3, 9, 43, 55, 816, 820, 823], "r": [3, 9, 42, 43, 54, 59, 71, 77, 82, 94, 95, 346, 361, 369, 371, 614, 632, 634, 636, 681, 710, 816, 817, 819, 836, 839, 875], "f": [3, 4, 5, 7, 8, 9, 28, 29, 41, 42, 44, 54, 61, 77, 84, 299, 316, 364, 366, 375, 471, 492, 636, 638, 703, 718, 722, 723, 724, 727, 732, 733, 809, 810, 817, 819, 824, 825, 830, 842, 846, 848, 849, 858, 863], "categori": [3, 9, 815, 820, 821, 824, 826, 830, 838, 842, 845], "strip": [3, 9, 21, 31, 857], "readlin": [3, 9, 43], "cat": [3, 5, 9, 43, 839, 844, 846, 851, 860, 861], "jpg": [3, 5, 6, 8, 9, 10, 25, 28, 29, 44, 45, 809, 861], "filenam": [3, 6, 9, 28, 29, 42, 44, 47, 55, 791, 797, 849], "3": [3, 5, 6, 7, 8, 9, 10, 11, 13, 15, 19, 20, 22, 23, 24, 25, 26, 28, 29, 40, 41, 42, 43, 44, 45, 47, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 61, 63, 64, 65, 67, 68, 70, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 120, 122, 123, 124, 125, 129, 131, 133, 134, 136, 137, 138, 139, 140, 144, 145, 146, 149, 150, 151, 152, 156, 160, 162, 170, 172, 177, 191, 193, 194, 205, 208, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 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764, 765, 768, 770, 773, 774, 775, 776, 778, 789, 790, 791, 792, 793, 795, 798, 800, 802, 803, 807, 809, 813, 816, 822, 824, 825, 826, 827, 828, 830, 831, 833, 834, 835, 837, 838, 839, 841, 843, 844, 846, 849, 850, 851, 860, 861], "set_backend": [3, 4, 6, 9, 11, 19, 20, 21, 22, 23, 24, 28, 29, 31, 32, 33, 34, 35, 41, 43, 44, 45, 53, 55, 69, 76, 78, 164, 173, 191, 192, 196, 206, 208, 213, 221, 535, 559, 627, 628, 631, 634, 637, 682, 713, 714, 798, 809, 820, 822, 826, 827, 834, 835, 836, 846, 848, 851, 860, 861, 862], "ivy_model": [3, 4, 6, 9, 45], "ivy_alexnet": 3, "order": [3, 22, 32, 34, 42, 45, 47, 50, 54, 55, 58, 59, 61, 65, 66, 71, 77, 81, 82, 84, 88, 89, 94, 99, 100, 124, 125, 136, 144, 225, 244, 287, 325, 346, 366, 369, 372, 373, 375, 378, 382, 418, 423, 426, 427, 428, 429, 430, 434, 440, 442, 445, 448, 471, 472, 473, 478, 479, 491, 498, 499, 500, 503, 512, 626, 629, 633, 634, 636, 637, 641, 642, 643, 647, 648, 649, 650, 651, 652, 655, 669, 670, 675, 684, 685, 689, 691, 700, 703, 712, 713, 744, 746, 747, 748, 749, 750, 752, 753, 770, 792, 794, 803, 809, 815, 816, 817, 821, 822, 824, 825, 826, 827, 828, 829, 830, 832, 833, 834, 838, 839, 840, 841, 842, 843, 844, 849, 851, 852, 856, 863, 866, 867, 868, 870, 873], "quick": [3, 17, 29, 817, 819, 839, 850], "call": [3, 8, 13, 15, 19, 21, 22, 23, 24, 25, 28, 29, 31, 32, 33, 34, 35, 42, 46, 54, 69, 74, 77, 92, 94, 100, 119, 169, 170, 210, 373, 384, 440, 526, 577, 583, 598, 614, 615, 617, 625, 628, 631, 632, 634, 638, 682, 715, 721, 725, 726, 770, 781, 789, 790, 791, 793, 798, 803, 807, 809, 815, 816, 817, 821, 822, 824, 825, 826, 827, 828, 829, 830, 831, 833, 834, 835, 837, 838, 839, 841, 842, 844, 846, 848, 849, 850, 851, 852, 857, 860, 861, 862, 867, 868, 871], "trace_graph": [3, 4, 6, 9, 21, 22, 23, 24, 28, 29, 31, 32, 33, 34, 35, 36, 45, 791, 809, 846, 851, 859], "take": [3, 9, 19, 26, 28, 29, 34, 40, 42, 45, 54, 59, 61, 67, 77, 84, 94, 119, 120, 122, 138, 277, 284, 299, 364, 372, 373, 375, 392, 400, 405, 410, 420, 429, 443, 464, 471, 490, 520, 521, 625, 626, 629, 633, 634, 636, 637, 660, 674, 678, 703, 714, 754, 773, 781, 788, 789, 802, 807, 809, 810, 815, 816, 817, 820, 821, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 834, 837, 838, 839, 841, 844, 846, 848, 850, 851, 852, 853, 858, 860, 861, 864, 865, 873], "moment": [3, 54, 56, 77, 79, 373, 430, 612, 613, 618, 632, 793, 807, 815, 822, 852, 860, 861], "one": [3, 5, 7, 8, 10, 13, 15, 17, 18, 21, 22, 25, 26, 28, 29, 31, 32, 44, 45, 46, 50, 54, 55, 58, 59, 61, 64, 65, 67, 71, 73, 76, 77, 78, 79, 81, 82, 84, 85, 87, 88, 89, 90, 94, 123, 126, 136, 138, 139, 140, 150, 152, 210, 231, 237, 244, 245, 262, 268, 269, 270, 289, 299, 309, 312, 313, 331, 337, 340, 341, 344, 345, 348, 349, 350, 352, 353, 360, 364, 366, 369, 370, 372, 373, 374, 375, 378, 379, 384, 394, 396, 400, 401, 404, 405, 408, 416, 421, 423, 432, 441, 455, 459, 460, 461, 465, 471, 472, 473, 478, 480, 485, 488, 498, 499, 500, 505, 510, 520, 521, 524, 525, 526, 527, 528, 529, 531, 569, 573, 574, 576, 594, 596, 597, 610, 612, 613, 616, 618, 619, 620, 621, 626, 627, 628, 629, 631, 632, 633, 634, 636, 639, 641, 642, 644, 647, 648, 649, 650, 651, 652, 655, 672, 674, 675, 679, 681, 690, 691, 699, 700, 701, 704, 706, 710, 734, 741, 744, 746, 747, 748, 749, 754, 756, 773, 775, 792, 795, 798, 803, 806, 809, 815, 816, 817, 818, 820, 821, 822, 823, 824, 826, 827, 828, 831, 832, 833, 834, 835, 836, 837, 838, 839, 841, 843, 844, 845, 848, 849, 851, 852, 853, 854, 857, 858, 861, 867, 868, 870, 873], "cost": [3, 56, 79, 612, 613, 616, 618, 619, 620, 632, 637, 712, 713, 714, 803, 826, 844, 865], "arg": [3, 6, 7, 8, 9, 13, 15, 23, 24, 26, 28, 29, 33, 34, 35, 46, 49, 71, 93, 103, 119, 200, 210, 598, 625, 626, 628, 631, 768, 770, 785, 786, 789, 790, 791, 795, 798, 802, 807, 809, 821, 826, 827, 830, 836, 837, 838, 844, 846, 850, 860, 861, 862], "asarrai": [3, 4, 6, 8, 9, 43, 50, 54, 55, 66, 73, 77, 78, 89, 124, 382, 511, 512, 542, 553, 557, 558, 588, 589, 590, 626, 631, 633, 642, 643, 647, 747, 751, 830, 835, 838, 839], "cuda": [3, 4, 5, 6, 7, 8, 9, 10, 11, 19, 28, 43, 44, 47, 50, 54, 63, 73, 77, 86, 134, 135, 138, 190, 191, 192, 208, 379, 505, 506, 508, 509, 626, 628, 634, 640, 685, 735, 736, 737, 738, 788, 789, 790, 791, 792, 793, 794, 807, 809, 846, 852, 854, 872], "7": [3, 5, 6, 7, 8, 9, 10, 11, 13, 15, 21, 23, 24, 25, 26, 40, 42, 43, 44, 46, 47, 48, 50, 51, 53, 54, 55, 56, 58, 59, 60, 61, 63, 64, 65, 66, 67, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 99, 100, 109, 110, 111, 112, 123, 124, 125, 134, 137, 138, 156, 162, 165, 195, 217, 220, 223, 227, 228, 230, 231, 232, 233, 235, 237, 238, 239, 240, 241, 243, 244, 247, 248, 249, 254, 255, 256, 257, 258, 259, 260, 261, 262, 265, 267, 268, 269, 270, 272, 273, 274, 276, 277, 280, 281, 282, 284, 287, 288, 290, 291, 293, 294, 296, 298, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 312, 315, 316, 327, 331, 335, 337, 338, 346, 347, 348, 350, 352, 353, 360, 364, 366, 369, 370, 372, 373, 374, 375, 380, 384, 391, 392, 393, 394, 399, 400, 404, 405, 409, 414, 415, 416, 417, 419, 422, 425, 438, 450, 451, 452, 453, 455, 456, 459, 460, 461, 465, 467, 471, 476, 477, 480, 481, 486, 487, 489, 490, 492, 493, 496, 497, 507, 509, 510, 517, 520, 521, 523, 524, 529, 535, 537, 538, 542, 543, 546, 557, 558, 559, 566, 573, 574, 589, 592, 612, 613, 615, 616, 617, 618, 619, 620, 623, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 638, 639, 640, 641, 642, 643, 644, 647, 648, 650, 652, 654, 655, 656, 657, 663, 665, 666, 667, 668, 670, 671, 672, 674, 676, 679, 681, 682, 684, 685, 686, 688, 689, 690, 693, 694, 695, 696, 699, 700, 705, 707, 708, 710, 715, 716, 723, 727, 734, 735, 736, 737, 738, 740, 745, 746, 748, 750, 751, 753, 754, 755, 756, 758, 760, 762, 763, 773, 816, 817, 822, 824, 825, 828, 834, 837, 841], "output": [3, 4, 5, 6, 7, 9, 19, 25, 26, 28, 29, 41, 42, 43, 45, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 99, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 145, 146, 149, 151, 176, 210, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 314, 315, 319, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 361, 362, 363, 364, 366, 369, 371, 372, 373, 374, 375, 378, 379, 380, 382, 384, 385, 386, 387, 388, 389, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 404, 405, 406, 408, 409, 410, 411, 414, 416, 417, 418, 420, 421, 423, 424, 425, 427, 429, 432, 433, 435, 438, 439, 440, 441, 443, 444, 447, 449, 450, 451, 452, 453, 454, 455, 456, 457, 464, 465, 466, 469, 471, 472, 473, 474, 475, 478, 479, 480, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 493, 494, 495, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 512, 517, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 536, 537, 538, 542, 543, 544, 546, 550, 559, 566, 573, 574, 575, 599, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 638, 639, 640, 641, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 663, 664, 665, 666, 667, 668, 670, 671, 672, 673, 674, 675, 677, 678, 679, 680, 681, 682, 683, 685, 686, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 706, 707, 708, 709, 711, 728, 734, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 768, 773, 788, 789, 802, 803, 809, 811, 816, 817, 819, 820, 821, 823, 824, 826, 827, 828, 829, 832, 833, 834, 835, 836, 837, 838, 839, 841, 842, 843, 846, 848, 850, 851, 852, 854, 860, 861, 868], "softmax": [3, 5, 9, 13, 26, 28, 29, 44, 48, 58, 69, 70, 81, 374, 451, 623, 633, 660, 663, 785, 809], "pass": [3, 5, 6, 8, 9, 10, 11, 13, 15, 19, 26, 28, 29, 35, 41, 42, 44, 46, 47, 53, 54, 69, 71, 76, 77, 92, 100, 119, 120, 122, 154, 176, 191, 210, 225, 271, 372, 374, 375, 378, 379, 384, 418, 451, 471, 498, 500, 505, 525, 526, 559, 625, 627, 628, 629, 631, 637, 712, 713, 768, 770, 774, 781, 786, 790, 791, 793, 794, 798, 802, 807, 809, 813, 815, 817, 820, 821, 822, 824, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 841, 844, 852, 860, 861, 862, 865], "argsort": [3, 9, 66, 89, 643, 752, 838], "descend": [3, 9, 66, 89, 634, 643, 684, 685, 750, 753], "top": [3, 9, 12, 17, 26, 28, 29, 42, 43, 54, 61, 77, 316, 366, 374, 375, 449, 491, 542, 631, 697, 809, 816, 817, 826, 831, 838, 840, 841, 844, 849, 850, 867, 871], "logit": [3, 4, 5, 6, 9, 42, 43, 44, 45, 54, 60, 77, 83, 364, 379, 505, 508, 635, 693, 695, 785, 809, 860], "gather": [3, 9, 42, 54, 55, 77, 78, 327, 328, 329, 366, 550, 552, 631, 874], "print": [3, 4, 5, 7, 8, 9, 11, 13, 15, 19, 20, 22, 26, 28, 29, 30, 40, 41, 42, 43, 44, 45, 47, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 99, 100, 107, 109, 110, 111, 112, 113, 114, 115, 116, 119, 120, 122, 123, 126, 129, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 144, 145, 146, 149, 150, 151, 152, 154, 160, 161, 162, 163, 164, 167, 169, 170, 172, 177, 189, 190, 194, 196, 197, 198, 199, 201, 202, 203, 204, 205, 208, 209, 211, 212, 213, 216, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 248, 249, 251, 252, 253, 254, 256, 257, 258, 259, 260, 261, 262, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 293, 294, 295, 296, 297, 298, 300, 302, 303, 304, 306, 307, 308, 310, 317, 318, 325, 327, 331, 332, 333, 335, 350, 351, 356, 360, 364, 366, 369, 372, 373, 374, 375, 378, 384, 391, 392, 393, 394, 396, 397, 399, 401, 404, 406, 409, 410, 411, 414, 416, 417, 422, 425, 427, 429, 430, 440, 447, 450, 451, 452, 453, 454, 455, 456, 462, 464, 466, 477, 481, 486, 487, 489, 490, 491, 493, 497, 501, 502, 504, 519, 520, 521, 522, 529, 531, 533, 534, 535, 536, 537, 538, 541, 542, 543, 544, 545, 546, 549, 550, 552, 553, 554, 555, 557, 558, 559, 561, 562, 563, 565, 569, 570, 572, 573, 574, 578, 579, 580, 583, 586, 587, 588, 589, 590, 592, 594, 596, 597, 598, 602, 603, 606, 609, 610, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 625, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 647, 648, 649, 650, 651, 652, 654, 655, 656, 657, 663, 664, 665, 666, 668, 670, 671, 672, 673, 674, 675, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 688, 690, 691, 693, 694, 695, 696, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 713, 714, 715, 716, 718, 719, 721, 722, 723, 724, 726, 727, 732, 733, 734, 735, 736, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 798, 802, 803, 807, 809, 816, 817, 824, 826, 828, 839, 841, 843, 846, 848, 849, 850, 860, 862], "indic": [3, 9, 50, 54, 55, 58, 59, 61, 62, 64, 65, 66, 71, 73, 74, 77, 78, 81, 82, 84, 85, 87, 88, 89, 94, 97, 124, 125, 138, 142, 144, 165, 169, 170, 281, 325, 326, 327, 346, 366, 369, 372, 373, 374, 375, 380, 382, 391, 392, 393, 395, 399, 400, 401, 405, 406, 409, 410, 411, 412, 416, 417, 427, 448, 451, 459, 460, 461, 464, 467, 469, 471, 472, 473, 476, 480, 486, 487, 489, 490, 491, 493, 495, 496, 510, 511, 512, 534, 549, 550, 552, 573, 574, 578, 611, 614, 615, 626, 629, 631, 632, 633, 634, 636, 638, 639, 640, 641, 642, 643, 647, 649, 650, 651, 652, 655, 660, 677, 691, 699, 700, 701, 703, 704, 705, 706, 708, 710, 715, 718, 720, 722, 723, 724, 726, 730, 731, 732, 733, 734, 735, 741, 742, 743, 744, 746, 748, 750, 752, 753, 770, 771, 773, 775, 789, 795, 802, 803, 805, 816, 825, 833, 836, 838, 851, 860], "to_list": [3, 9, 55, 78, 631], "arrai": [3, 4, 5, 7, 9, 10, 11, 19, 20, 21, 23, 24, 25, 26, 28, 29, 30, 31, 33, 34, 35, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 95, 97, 100, 103, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 119, 120, 122, 123, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 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675, 676, 679, 684, 685, 686, 688, 690, 700, 705, 706, 707, 708, 710, 721, 723, 726, 734, 735, 736, 737, 738, 744, 746, 752, 754, 755, 756, 757, 759, 760, 762, 763, 773, 775, 793, 809, 813, 816, 820, 824, 825, 826, 828, 831, 836, 839, 841, 846, 848, 849, 857, 862, 872], "tf": [3, 5, 6, 7, 10, 13, 15, 20, 23, 24, 26, 28, 29, 30, 31, 33, 35, 40, 45, 46, 786, 809, 821, 826, 827, 833, 837, 838, 841, 842, 844, 846, 851, 852, 854, 860, 861, 862, 867], "onc": [3, 6, 28, 29, 40, 42, 59, 63, 82, 86, 210, 373, 426, 628, 634, 640, 669, 670, 671, 684, 735, 809, 815, 816, 817, 824, 825, 826, 827, 828, 831, 832, 837, 838, 841, 844, 846, 849, 852, 853, 858, 860], "set": [3, 5, 13, 15, 21, 28, 29, 31, 34, 42, 43, 44, 45, 46, 49, 54, 55, 58, 59, 64, 66, 67, 71, 77, 78, 81, 82, 87, 89, 90, 112, 115, 122, 142, 144, 178, 179, 180, 181, 182, 193, 206, 207, 208, 209, 210, 225, 325, 337, 353, 355, 360, 366, 369, 370, 372, 373, 374, 375, 384, 395, 416, 420, 424, 428, 431, 449, 454, 455, 471, 481, 484, 491, 519, 524, 525, 526, 527, 528, 529, 531, 535, 542, 554, 559, 575, 576, 577, 579, 580, 581, 582, 583, 584, 585, 586, 592, 600, 623, 625, 626, 627, 628, 629, 631, 633, 634, 638, 640, 641, 643, 644, 656, 663, 665, 675, 677, 680, 683, 684, 715, 722, 725, 726, 727, 732, 733, 739, 741, 742, 746, 748, 749, 750, 753, 761, 763, 770, 773, 774, 775, 776, 781, 788, 789, 791, 793, 798, 803, 806, 807, 809, 810, 817, 819, 820, 821, 823, 824, 825, 826, 827, 828, 830, 832, 834, 835, 837, 838, 839, 841, 842, 844, 846, 848, 849, 856, 859, 860, 861, 865, 866, 867, 868, 869, 871, 874], "our": [3, 5, 8, 10, 11, 13, 15, 17, 20, 21, 23, 24, 25, 28, 29, 30, 31, 33, 34, 35, 40, 42, 43, 46, 69, 92, 99, 100, 623, 624, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 775, 785, 786, 788, 789, 791, 792, 793, 794, 809, 810, 811, 812, 814, 815, 816, 817, 818, 819, 820, 821, 823, 824, 825, 826, 828, 830, 831, 832, 835, 838, 839, 840, 841, 842, 844, 845, 846, 848, 849, 850, 851, 852, 856, 857, 860, 872, 873, 875], "post": [3, 6, 42, 62, 85, 639, 734, 816, 831, 836, 851, 853], "process": [3, 6, 7, 23, 28, 29, 33, 42, 204, 216, 628, 810, 816, 817, 823, 824, 825, 831, 832, 834, 836, 838, 839, 840, 841, 844, 846, 851, 857, 858, 860, 865, 866, 867, 870, 871, 873, 874], "11": [3, 5, 6, 7, 9, 10, 19, 21, 23, 24, 25, 26, 40, 42, 43, 44, 47, 53, 54, 55, 58, 59, 63, 67, 76, 77, 78, 81, 82, 84, 86, 90, 100, 220, 224, 227, 232, 242, 279, 280, 286, 350, 369, 372, 373, 375, 391, 392, 404, 409, 410, 414, 415, 419, 428, 464, 465, 467, 471, 476, 478, 496, 520, 521, 536, 542, 543, 549, 558, 574, 629, 631, 633, 634, 635, 636, 638, 640, 641, 642, 644, 647, 648, 656, 657, 668, 671, 672, 673, 674, 675, 679, 683, 684, 685, 686, 688, 690, 693, 700, 705, 706, 708, 710, 721, 723, 733, 736, 737, 738, 745, 746, 754, 755, 756, 763, 824, 825, 826, 828, 836], "st": [3, 4, 8, 773, 820, 839, 841], "perf_count": [3, 7, 8], "raw_logit": 3, "latenc": [3, 8], "nn": [3, 5, 6, 7, 15, 26, 28, 29, 42, 46, 136, 626, 809, 834, 839, 844, 851, 861, 868], "axi": [3, 5, 6, 11, 43, 44, 45, 48, 50, 53, 54, 55, 59, 60, 61, 63, 64, 65, 66, 67, 68, 70, 71, 73, 76, 77, 78, 82, 83, 84, 86, 87, 88, 89, 90, 91, 94, 110, 114, 134, 135, 138, 210, 284, 289, 332, 333, 337, 338, 346, 353, 369, 372, 374, 375, 378, 382, 384, 394, 395, 401, 404, 406, 416, 417, 453, 458, 466, 467, 468, 471, 472, 473, 476, 481, 486, 487, 489, 490, 491, 493, 495, 496, 501, 502, 504, 512, 517, 520, 521, 522, 524, 525, 526, 527, 528, 529, 542, 549, 611, 623, 626, 628, 629, 631, 633, 634, 635, 636, 637, 640, 641, 642, 643, 644, 645, 655, 665, 668, 675, 688, 690, 691, 693, 694, 695, 697, 698, 699, 700, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 713, 714, 740, 741, 742, 746, 748, 750, 751, 753, 754, 755, 757, 758, 759, 760, 761, 762, 763, 764, 765, 773, 775, 785, 789, 790, 795, 824, 826, 828, 830, 833, 834, 837, 838, 841, 844, 846, 848, 851], "direct": [3, 54, 77, 338, 345, 349, 354, 358, 369, 372, 375, 406, 417, 472, 473, 487, 643, 753, 815, 821, 823, 838, 844, 850, 851, 863, 867, 868, 871], "tolist": 3, "652289830999962": 3, "shape": [3, 4, 6, 11, 13, 15, 21, 22, 23, 24, 28, 29, 34, 40, 42, 43, 44, 47, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 95, 97, 98, 99, 103, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 150, 151, 205, 211, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 248, 249, 250, 251, 252, 253, 254, 256, 257, 258, 259, 260, 261, 262, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 293, 294, 295, 296, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 313, 314, 315, 316, 318, 320, 321, 322, 323, 324, 325, 326, 332, 333, 334, 335, 336, 338, 340, 341, 343, 345, 347, 349, 350, 351, 352, 356, 357, 359, 364, 366, 369, 372, 373, 374, 375, 378, 379, 380, 382, 384, 386, 387, 388, 389, 391, 392, 393, 395, 396, 397, 398, 399, 400, 401, 405, 406, 408, 409, 410, 411, 414, 416, 417, 418, 421, 422, 423, 424, 426, 427, 428, 431, 432, 433, 434, 435, 438, 439, 440, 441, 442, 443, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 461, 462, 464, 466, 469, 474, 479, 480, 481, 482, 483, 484, 485, 487, 488, 489, 490, 491, 493, 494, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 512, 517, 518, 519, 520, 521, 522, 537, 538, 542, 543, 544, 546, 549, 550, 553, 559, 566, 573, 574, 584, 593, 595, 607, 611, 612, 613, 616, 618, 619, 620, 621, 623, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 639, 640, 641, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 688, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 706, 707, 708, 709, 711, 734, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 750, 751, 753, 754, 755, 756, 758, 760, 761, 763, 764, 765, 770, 773, 775, 788, 789, 792, 802, 807, 809, 817, 818, 824, 826, 827, 828, 829, 830, 831, 833, 837, 838, 839, 841, 842, 843, 846, 848, 849, 850, 851, 860, 861], "dtype": [3, 6, 9, 11, 15, 21, 23, 24, 25, 26, 40, 43, 50, 51, 54, 55, 58, 59, 63, 64, 67, 71, 73, 74, 76, 77, 78, 81, 82, 86, 87, 90, 99, 102, 103, 104, 123, 124, 125, 127, 128, 129, 131, 132, 133, 134, 135, 137, 138, 139, 140, 145, 146, 147, 148, 149, 150, 152, 154, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 205, 232, 236, 268, 269, 271, 309, 310, 311, 312, 313, 314, 315, 320, 321, 322, 323, 324, 330, 335, 337, 353, 366, 369, 372, 373, 374, 375, 379, 384, 394, 404, 416, 417, 420, 443, 449, 454, 465, 489, 505, 506, 507, 508, 509, 519, 520, 521, 522, 525, 528, 529, 546, 547, 548, 550, 559, 568, 596, 626, 627, 628, 629, 631, 633, 634, 637, 640, 641, 643, 644, 645, 649, 656, 675, 691, 713, 714, 736, 737, 738, 741, 742, 743, 752, 753, 754, 755, 760, 762, 764, 765, 768, 770, 773, 775, 776, 788, 789, 790, 791, 792, 794, 809, 813, 820, 822, 826, 827, 828, 830, 831, 834, 835, 837, 838, 839, 841, 842, 846, 848, 861], "int32": [3, 40, 42, 51, 54, 55, 63, 64, 67, 74, 77, 78, 86, 87, 129, 134, 138, 140, 146, 149, 152, 154, 156, 158, 160, 163, 165, 166, 170, 173, 177, 181, 185, 187, 205, 232, 268, 269, 380, 384, 510, 520, 521, 522, 550, 559, 596, 626, 627, 628, 629, 631, 640, 641, 644, 736, 737, 738, 742, 754, 755, 760, 762, 773, 774, 826, 838, 841, 846], "6477362": 3, "29496726": 3, "04526032": 3, "float32": [3, 6, 9, 11, 13, 15, 20, 21, 40, 42, 43, 44, 50, 51, 54, 55, 58, 73, 74, 77, 78, 81, 90, 135, 138, 140, 146, 147, 148, 152, 156, 157, 160, 161, 162, 163, 166, 169, 170, 172, 177, 180, 186, 236, 250, 277, 330, 343, 366, 369, 372, 373, 374, 384, 394, 404, 417, 443, 449, 454, 522, 559, 596, 626, 627, 629, 631, 633, 634, 637, 649, 651, 652, 655, 682, 684, 685, 691, 713, 714, 770, 773, 774, 809, 826, 828, 839, 841, 842, 861, 862], "As": [3, 5, 6, 8, 10, 11, 13, 15, 21, 25, 26, 28, 29, 31, 34, 40, 41, 65, 69, 92, 634, 642, 682, 746, 747, 748, 749, 809, 813, 815, 816, 817, 818, 821, 823, 824, 825, 826, 827, 830, 831, 832, 833, 834, 837, 838, 839, 840, 841, 844, 848, 849, 850, 852, 856, 860, 861, 862, 867, 872], "expect": [3, 6, 8, 10, 21, 25, 28, 29, 31, 44, 45, 47, 54, 59, 60, 77, 83, 176, 244, 288, 372, 374, 395, 417, 454, 533, 627, 629, 631, 633, 635, 658, 679, 693, 788, 789, 809, 816, 817, 820, 826, 827, 830, 832, 835, 837, 839, 841, 844, 852, 853, 858, 860, 861, 862], "ident": [3, 11, 26, 43, 45, 59, 71, 129, 198, 552, 578, 626, 628, 631, 634, 638, 672, 676, 728, 789, 824, 834, 835, 838, 839, 842, 844, 848, 849, 852, 854, 856, 858], "had": [3, 824, 825, 837, 842, 846, 867, 868], "anoth": [3, 19, 21, 22, 25, 26, 28, 29, 31, 32, 44, 45, 130, 150, 152, 626, 627, 809, 815, 816, 817, 822, 824, 826, 827, 830, 832, 834, 837, 838, 841, 846, 848, 851, 854, 857, 859, 860, 861, 867, 873], "postprocess": 3, "routin": [3, 825, 837, 838, 844, 852, 867], "feed": [3, 210, 628, 860, 867, 868], "other": [3, 5, 7, 8, 10, 13, 15, 20, 21, 22, 23, 24, 26, 28, 29, 30, 31, 32, 33, 34, 35, 42, 44, 51, 53, 54, 55, 61, 67, 71, 74, 76, 77, 78, 84, 90, 94, 99, 100, 123, 138, 150, 176, 237, 242, 244, 260, 269, 270, 334, 338, 369, 375, 465, 466, 474, 531, 532, 626, 627, 629, 631, 640, 644, 697, 707, 738, 761, 763, 770, 775, 809, 813, 815, 816, 817, 818, 820, 821, 824, 825, 828, 829, 830, 831, 832, 834, 835, 836, 837, 838, 839, 841, 842, 844, 846, 848, 850, 851, 852, 853, 854, 857, 860, 861, 863, 865, 866, 867, 873, 874], "carefulli": [3, 275, 629, 788, 838, 865, 870], "rewrit": 3, "easili": [3, 25, 28, 29, 40, 809, 816, 821, 825, 831, 838, 841, 844, 849, 850, 851, 852, 857, 867, 873, 874], "out": [3, 6, 10, 11, 13, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 40, 43, 46, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 99, 100, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 151, 160, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 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837, 838, 841, 842, 844, 849, 851, 852, 857, 858, 872, 873], "speed": [3, 8, 10, 11, 28, 29, 42, 47, 55, 78, 566, 631, 841, 856, 870], "up": [3, 5, 6, 8, 10, 11, 28, 54, 55, 77, 78, 372, 375, 395, 408, 465, 473, 554, 566, 631, 633, 656, 658, 809, 810, 813, 815, 817, 818, 820, 821, 822, 824, 825, 826, 827, 828, 829, 830, 832, 833, 834, 835, 836, 837, 838, 839, 841, 842, 844, 846, 847, 848, 849, 850, 851, 852, 856, 857, 858, 860, 868, 873, 874], "12": [3, 5, 6, 8, 9, 11, 19, 21, 23, 24, 25, 26, 40, 42, 43, 44, 51, 53, 54, 55, 58, 59, 63, 67, 74, 76, 77, 78, 81, 82, 84, 85, 86, 90, 99, 100, 165, 220, 222, 227, 231, 232, 235, 237, 238, 239, 257, 270, 273, 280, 283, 290, 291, 314, 315, 346, 349, 350, 366, 369, 372, 375, 384, 391, 392, 393, 394, 396, 400, 401, 409, 410, 414, 415, 416, 417, 419, 464, 465, 467, 471, 476, 493, 496, 509, 520, 526, 527, 528, 538, 542, 543, 574, 580, 589, 603, 629, 631, 633, 634, 636, 638, 639, 640, 641, 642, 644, 647, 651, 656, 657, 668, 670, 672, 675, 679, 683, 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807, 825, 826, 827, 837, 838, 844, 846, 852, 860, 867, 869, 870, 871], "temporari": [3, 6, 586, 609, 631, 803, 826, 843], "fix": [3, 6, 44, 54, 77, 94, 95, 369, 372, 373, 418, 448, 633, 660, 809, 813, 816, 817, 820, 826, 832, 841, 842], "until": [3, 6, 803, 817, 837, 846, 852, 857, 860, 874], "handl": [3, 6, 40, 42, 48, 52, 53, 54, 70, 71, 75, 76, 77, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 190, 191, 192, 193, 194, 198, 203, 204, 212, 216, 222, 234, 259, 261, 275, 281, 282, 287, 288, 292, 297, 298, 300, 364, 375, 464, 490, 623, 628, 629, 634, 644, 688, 760, 762, 785, 793, 810, 812, 819, 824, 825, 826, 832, 833, 834, 836, 837, 838, 839, 840, 841, 843, 844, 850, 864, 874], "o": [3, 6, 41, 42, 43, 44, 46, 569, 631, 633, 660, 809, 816, 819, 825, 846, 853], "environ": [3, 6, 7, 10, 23, 24, 25, 26, 43, 46, 809, 810, 817, 853, 867, 869], "xla_python_client_alloc": [3, 6], "platform": [3, 6, 7, 11, 23, 24, 26, 811, 814, 816, 823, 865, 869, 871], "jit": [3, 8, 10, 28, 31, 846, 852, 860, 867], "img_jax": [3, 6], "device_put": [3, 8], "15": [3, 6, 7, 9, 10, 11, 24, 40, 42, 43, 44, 47, 53, 54, 55, 59, 63, 67, 73, 74, 76, 77, 78, 81, 82, 84, 86, 90, 100, 133, 162, 220, 227, 231, 237, 239, 248, 255, 256, 261, 262, 270, 279, 280, 281, 346, 360, 369, 370, 372, 373, 375, 384, 391, 392, 409, 411, 414, 415, 419, 425, 467, 471, 476, 496, 520, 538, 542, 543, 546, 557, 558, 583, 589, 606, 626, 627, 629, 631, 633, 634, 636, 638, 640, 641, 642, 644, 647, 657, 668, 671, 672, 673, 679, 685, 686, 704, 710, 715, 736, 737, 744, 746, 755, 756, 770, 812, 816, 825, 828, 836, 870], "warm": 3, "_": [3, 7, 8, 10, 11, 28, 41, 42, 53, 54, 71, 76, 77, 79, 95, 152, 240, 242, 250, 251, 266, 332, 333, 369, 372, 375, 384, 416, 445, 448, 489, 519, 542, 612, 613, 627, 629, 631, 632, 634, 636, 638, 644, 682, 683, 685, 711, 722, 761, 817, 825, 826, 829, 837, 841, 849], "rang": [3, 5, 7, 11, 28, 29, 40, 41, 42, 44, 50, 54, 67, 73, 77, 123, 134, 135, 284, 296, 304, 316, 364, 366, 373, 375, 384, 427, 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78, 81, 82, 86, 90, 110, 232, 237, 279, 283, 292, 293, 346, 364, 369, 372, 375, 394, 400, 404, 405, 409, 415, 419, 471, 588, 623, 629, 634, 640, 644, 651, 668, 674, 679, 686, 736, 737, 738, 755, 756, 760, 824, 826, 828], "19": [3, 10, 23, 24, 25, 26, 40, 42, 43, 44, 47, 53, 54, 63, 76, 77, 81, 82, 86, 223, 232, 260, 270, 287, 372, 373, 375, 384, 393, 394, 405, 409, 415, 419, 425, 430, 471, 520, 629, 634, 638, 640, 643, 668, 675, 688, 726, 736, 737, 738, 753, 828], "006431100999861883": 3, "258": [3, 633, 648, 650], "104": [3, 67, 634, 644, 679, 756], "259": 3, "72447652": 3, "13937832": 3, "05874982": 3, "samoi": 3, "wallabi": 3, "pomeranian": 3, "incorrect": [3, 825], "predict": [3, 5, 6, 9, 11, 42, 43, 44, 45, 54, 60, 77, 83, 374, 450, 453, 456, 635, 693, 694, 695, 809, 826], "down": [3, 21, 31, 45, 54, 77, 372, 375, 408, 473, 816, 841, 854, 867, 873], "itself": [3, 5, 23, 33, 53, 94, 271, 532, 598, 629, 631, 638, 727, 803, 813, 816, 817, 820, 823, 824, 825, 826, 827, 830, 831, 832, 837, 838, 850, 852, 856, 860, 866, 867, 868, 873], "version": [3, 5, 7, 11, 25, 26, 31, 42, 43, 44, 47, 48, 54, 77, 94, 107, 288, 337, 339, 369, 384, 524, 529, 611, 629, 631, 634, 670, 671, 770, 798, 799, 809, 816, 817, 823, 825, 826, 829, 837, 839, 846, 856, 857, 858, 861, 873, 874], "return": [3, 6, 8, 9, 10, 11, 13, 15, 19, 20, 21, 22, 23, 24, 26, 28, 29, 30, 31, 32, 33, 34, 35, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 94, 95, 97, 99, 100, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 119, 120, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 183, 189, 190, 191, 192, 193, 194, 195, 196, 197, 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816, 817, 835, 841, 847, 851, 860], "librari": [4, 5, 8, 10, 17, 18, 24, 26, 40, 42, 52, 65, 75, 211, 242, 244, 260, 265, 266, 288, 332, 333, 369, 628, 629, 634, 642, 644, 670, 671, 746, 747, 748, 749, 757, 758, 759, 761, 807, 809, 815, 816, 820, 826, 851, 852, 856, 857, 858, 860, 863, 864, 865, 867, 871, 874], "pretrain": [4, 8, 13, 14, 15, 28, 29, 47, 809, 861], "save": [4, 9, 42, 54, 71, 77, 384, 526, 586, 609, 628, 631, 645, 791, 807, 816, 825, 832, 841, 852, 858, 866], "some": [4, 6, 7, 10, 11, 13, 15, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 33, 34, 40, 44, 45, 71, 79, 242, 244, 260, 372, 396, 397, 398, 612, 613, 616, 618, 619, 620, 628, 629, 632, 638, 726, 789, 809, 813, 815, 816, 817, 820, 821, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 841, 842, 843, 844, 848, 849, 850, 852, 853, 854, 857, 858, 860, 861, 863, 864, 866, 867, 868, 873, 874], "mohame54": 4, "automodel": [4, 10, 28], "autotoken": 4, "load": [4, 5, 7, 8, 10, 25, 28, 42, 43, 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698, 711], "constant_pad": [6, 61, 84, 636], "concat": [6, 40, 45, 55, 61, 71, 84, 210, 546, 628, 631, 636, 711, 839, 844, 846, 860], "root": [7, 9, 10, 23, 24, 25, 26, 42, 43, 44, 47, 53, 76, 284, 629, 811, 815, 816, 817, 823, 831, 838, 849], "broken": [7, 10, 23, 24, 25, 26, 863, 867], "permiss": [7, 10, 23, 24, 25, 26, 816, 825], "conflict": [7, 10, 23, 24, 25, 26, 34, 816, 817, 825, 838, 849], "behaviour": [7, 10, 23, 24, 25, 26, 109, 112, 271, 623, 629, 814, 817, 819, 820, 821, 824, 826, 827, 829, 830, 833, 834, 835, 837, 838, 841, 842, 848], "system": [7, 10, 23, 24, 25, 26, 44, 373, 443, 634, 683, 773, 809, 816, 817, 818, 822, 825, 826, 852, 861, 865, 867, 870, 872, 874], "recommend": [7, 10, 23, 24, 25, 26, 265, 266, 279, 374, 451, 629, 644, 758, 761, 811, 816, 822, 823, 832, 835, 836, 860], "virtual": [7, 10, 23, 24, 25, 26, 817, 838, 857, 870, 871], "instead": [7, 10, 13, 15, 19, 23, 24, 25, 26, 28, 35, 42, 47, 53, 54, 59, 76, 77, 82, 95, 191, 279, 313, 366, 372, 384, 409, 410, 411, 519, 522, 628, 629, 634, 677, 773, 815, 816, 817, 820, 823, 825, 826, 828, 829, 830, 833, 834, 835, 837, 838, 839, 841, 844, 846, 848, 849, 852, 860, 861, 862, 865, 867, 873, 874], "pypa": [7, 10, 23, 24, 25, 26], "venv": [7, 10, 23, 24, 25, 26], "01": [7, 9, 23, 24, 26, 44, 50, 54, 55, 56, 59, 77, 78, 79, 82, 86, 135, 262, 280, 281, 309, 315, 340, 341, 348, 366, 372, 394, 404, 405, 546, 589, 590, 612, 613, 618, 626, 629, 631, 632, 634, 637, 640, 671, 681, 713, 714, 737, 738, 773, 822, 851], "22": [7, 11, 23, 24, 25, 26, 40, 42, 44, 47, 48, 53, 54, 55, 63, 67, 70, 77, 78, 81, 86, 110, 115, 232, 240, 301, 305, 364, 372, 373, 374, 375, 380, 384, 391, 392, 394, 409, 410, 411, 415, 419, 425, 449, 464, 510, 520, 543, 574, 610, 623, 629, 633, 634, 638, 641, 644, 656, 657, 668, 673, 679, 683, 723, 733, 736, 737, 738, 745, 755, 756, 816, 824, 830], "50": [7, 10, 11, 28, 29, 40, 44, 54, 67, 76, 77, 78, 236, 276, 354, 369, 372, 373, 375, 401, 425, 433, 486, 544, 550, 557, 558, 574, 589, 629, 631, 634, 638, 641, 644, 673, 679, 690, 716, 718, 744, 756, 773, 776, 836, 848, 860, 861], "099601": 7, "099643": 7, "100960": 7, "108768": 7, "core": [7, 23, 24, 26, 42, 43, 44, 46, 47, 54, 77, 94, 97, 201, 373, 431, 442, 447, 448, 628, 816, 827, 831, 841, 851, 856, 865, 866, 867, 868, 872, 874], "cpu_feature_guard": [7, 23, 24, 26], "182": [7, 23, 24, 26, 77], "binari": [7, 11, 23, 24, 26, 54, 55, 58, 60, 77, 81, 83, 227, 230, 232, 267, 287, 372, 374, 418, 453, 456, 629, 633, 635, 656, 660, 693], "instruct": [7, 23, 24, 26, 71, 100, 809, 815, 816, 820, 830, 832, 839, 841, 853, 865, 868, 871, 873], "critic": [7, 23, 24, 26, 28, 29, 807, 867, 873], "oper": [7, 19, 20, 23, 24, 25, 26, 28, 29, 30, 34, 41, 44, 50, 51, 53, 54, 55, 58, 71, 73, 74, 76, 77, 78, 81, 100, 115, 134, 135, 177, 207, 215, 220, 222, 231, 234, 237, 244, 259, 261, 270, 271, 275, 279, 282, 287, 299, 307, 327, 328, 329, 361, 364, 366, 371, 372, 374, 375, 386, 387, 388, 389, 391, 392, 393, 399, 400, 401, 405, 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865, 867, 871, 874], "alongsid": [17, 18, 19, 20, 30, 633, 660, 857], "turn": [17, 18, 21, 31, 58, 81, 94, 95, 396, 397, 398, 633, 656, 789, 816, 823, 824, 827, 828, 838, 841, 858], "wrapper": [17, 18, 21, 54, 77, 295, 781, 821, 823, 824, 826, 830, 834, 837, 838, 841, 848, 854, 863, 867], "unus": [17, 18, 21, 828, 837], "part": [17, 18, 21, 50, 53, 54, 76, 77, 82, 99, 109, 112, 115, 142, 143, 144, 250, 254, 277, 325, 326, 352, 366, 369, 372, 373, 375, 384, 416, 427, 481, 529, 623, 626, 629, 634, 670, 671, 770, 809, 815, 816, 817, 818, 820, 823, 826, 832, 834, 837, 838, 841, 842, 844, 846, 847, 851, 852, 860, 861, 862, 865, 867, 872, 873, 874], "lazi": [17, 18, 21, 24, 31, 34, 35, 46], "eager": [17, 18, 21, 24, 26, 31, 34, 35, 46, 807, 824, 852, 867], "understand": [17, 18, 19, 23, 40, 46, 813, 814, 815, 816, 817, 819, 820, 823, 828, 829, 833, 839, 840, 845, 858, 863, 873], "decor": [17, 18, 23, 25, 26, 34, 46, 536, 631, 773, 775, 781, 813, 820, 821, 824, 826, 827, 831, 834, 837, 838, 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656, 657, 659, 660, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 718, 722, 723, 724, 727, 728, 732, 733, 734, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 768, 770, 773, 780, 781, 789, 790, 791, 793, 794, 798, 802, 803, 807, 809, 811, 813, 815, 816, 819, 820, 821, 822, 823, 825, 826, 828, 829, 831, 833, 834, 835, 836, 837, 839, 841, 843, 844, 845, 846, 847, 850, 852, 853, 854, 856, 860, 867, 868, 873], "subclass": [19, 28, 29, 835, 838, 844, 861], "dict": [19, 28, 29, 42, 46, 49, 55, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 120, 122, 131, 133, 138, 140, 146, 150, 152, 163, 164, 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694, 695, 696, 700, 703, 704, 705, 706, 707, 710, 711, 715, 716, 718, 721, 722, 723, 724, 726, 727, 728, 732, 733, 735, 736, 737, 738, 740, 743, 746, 747, 748, 749, 750, 754, 755, 758, 760, 761, 763, 764, 765, 770, 771, 786, 789, 791, 798, 803, 821, 824, 849, 850, 854, 860, 861, 862], "recurs": [19, 28, 29, 42, 44, 49, 71, 72, 163, 164, 196, 197, 373, 445, 547, 548, 554, 627, 628, 631, 638, 715, 716, 719, 725, 726, 727, 768, 816, 820, 823, 824, 831, 834, 837, 850, 852], "fashion": [19, 775, 841, 861], "native_arrai": [19, 28, 29, 50, 51, 53, 73, 75, 76, 77, 78, 82, 89, 107, 110, 133, 136, 138, 140, 146, 149, 150, 151, 152, 160, 165, 172, 194, 203, 211, 227, 231, 236, 237, 238, 240, 244, 248, 256, 257, 265, 270, 273, 276, 279, 284, 332, 333, 360, 369, 374, 375, 455, 481, 487, 491, 531, 534, 561, 562, 565, 596, 623, 626, 627, 628, 629, 631, 633, 634, 635, 636, 640, 641, 644, 645, 647, 648, 655, 663, 666, 670, 671, 676, 677, 681, 685, 686, 688, 691, 693, 695, 696, 703, 735, 744, 753, 759, 762, 764, 770, 780, 798, 813, 831, 839, 841], "data_class": [19, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 103, 104, 392, 393, 542, 546, 684, 709], "low": [19, 28, 31, 47, 54, 58, 63, 77, 81, 86, 372, 415, 419, 633, 640, 646, 647, 648, 649, 651, 653, 655, 736, 738, 775, 824, 830, 837, 838, 844, 846, 863, 865, 867, 868, 869, 871, 873], "c": [19, 28, 34, 43, 44, 50, 54, 55, 56, 58, 61, 67, 73, 74, 76, 77, 78, 79, 81, 82, 84, 88, 90, 94, 95, 113, 124, 125, 135, 138, 162, 165, 220, 231, 237, 238, 258, 259, 261, 270, 273, 281, 288, 372, 373, 375, 378, 384, 386, 387, 388, 389, 400, 405, 421, 423, 425, 426, 428, 440, 459, 460, 461, 471, 489, 493, 498, 499, 500, 503, 521, 534, 542, 543, 544, 545, 553, 557, 558, 588, 597, 612, 613, 616, 618, 619, 620, 623, 626, 627, 629, 631, 632, 633, 634, 636, 638, 641, 642, 644, 647, 648, 649, 650, 651, 652, 654, 669, 671, 673, 703, 707, 715, 718, 722, 723, 724, 726, 727, 732, 733, 744, 749, 755, 756, 761, 763, 792, 802, 803, 810, 816, 819, 822, 823, 824, 828, 834, 836, 845, 846, 847, 849, 852, 854, 855, 857, 858, 861, 863, 867, 871, 872, 874], "fundament": [19, 28, 825, 838, 844, 846, 856, 867], "common": [19, 22, 28, 32, 53, 54, 71, 76, 176, 247, 255, 336, 343, 369, 627, 629, 810, 813, 815, 816, 823, 826, 827, 828, 834, 835, 838, 842, 844, 852, 856, 864, 867, 874], "signatur": [19, 28, 375, 384, 481, 519, 826, 827, 828, 829, 833, 837, 841, 842, 844, 857, 864, 873], "matmul": [19, 28, 29, 45, 59, 82, 373, 443, 611, 631, 634, 684, 822, 841, 842, 846], "to_n": [19, 28, 29, 40, 49, 72, 846], "jaxlib": [19, 25, 43, 798, 816, 821, 826, 827, 833, 842, 846, 848], "xla_extens": [19, 25, 798, 821, 826, 827, 833, 842, 846, 848], "arrayimpl": [19, 25, 798], "why": [19, 809, 817, 837, 848, 855, 857], "underli": [19, 28, 29, 40, 54, 61, 77, 84, 97, 227, 230, 232, 267, 374, 375, 454, 471, 629, 634, 636, 682, 703, 824, 837, 844, 860, 867], "disabl": [19, 28, 54, 77, 375, 489, 791, 807, 823], "array_mod": [19, 28, 575, 599, 631, 843], "set_array_mod": [19, 28, 599, 631, 843], "composit": [19, 28, 163, 164, 196, 197, 289, 373, 433, 547, 548, 627, 628, 629, 631, 774, 776, 815, 819, 821, 822, 824, 826, 827, 835, 837, 838, 839, 841, 844, 846, 850, 851, 852, 854, 860, 868], "ultim": [19, 28, 860], "sigmoid": [19, 28, 29, 40, 48, 54, 70, 77, 298, 364, 379, 505, 623, 785, 846, 849, 850], "z": [19, 28, 29, 41, 42, 50, 53, 54, 55, 59, 60, 63, 65, 67, 73, 76, 77, 78, 82, 83, 84, 86, 90, 99, 100, 134, 135, 137, 138, 198, 220, 221, 225, 227, 230, 232, 237, 248, 249, 252, 253, 254, 256, 257, 262, 264, 266, 267, 268, 269, 277, 286, 297, 298, 332, 333, 335, 364, 369, 374, 384, 450, 452, 453, 454, 455, 456, 462, 466, 477, 518, 519, 522, 529, 534, 546, 549, 550, 557, 558, 574, 587, 589, 590, 598, 611, 626, 628, 629, 631, 634, 635, 636, 638, 640, 641, 642, 644, 665, 674, 679, 680, 684, 691, 693, 694, 695, 696, 718, 722, 724, 732, 736, 737, 738, 741, 746, 756, 757, 759, 760, 761, 788, 809, 822, 824, 827, 828, 846, 848, 860], "divid": [19, 24, 28, 29, 45, 53, 54, 55, 61, 71, 76, 77, 84, 99, 100, 244, 378, 451, 498, 499, 500, 503, 589, 629, 631, 636, 705, 821, 824, 828, 832, 841], "exp": [19, 28, 29, 53, 54, 76, 77, 113, 115, 242, 262, 275, 298, 364, 372, 374, 400, 405, 454, 623, 629, 634, 682, 836, 838], "high": [19, 28, 29, 47, 54, 58, 63, 77, 81, 86, 372, 415, 419, 582, 631, 633, 640, 646, 647, 648, 649, 651, 653, 655, 736, 738, 775, 812, 815, 830, 836, 838, 849, 854, 858, 863, 864, 865, 866, 867, 871, 873, 874], "network": [19, 26, 28, 29, 40, 42, 47, 633, 657, 785, 788, 789, 809, 824, 834, 846, 850, 857, 861, 863, 865, 866, 867, 871, 873, 874], "entir": [19, 28, 29, 31, 44, 54, 67, 68, 71, 77, 78, 90, 91, 210, 240, 242, 282, 283, 332, 333, 369, 372, 375, 384, 396, 397, 398, 481, 522, 555, 628, 629, 644, 645, 757, 758, 759, 760, 761, 762, 763, 764, 765, 789, 803, 815, 816, 817, 820, 821, 824, 826, 828, 830, 837, 838, 839, 841, 844, 846, 849, 850, 851, 852, 857, 858, 861, 867, 873, 874], "congratul": [19, 25], "There": [19, 26, 29, 34, 94, 365, 367, 368, 376, 377, 381, 775, 809, 815, 816, 817, 820, 821, 823, 824, 826, 827, 828, 830, 832, 834, 836, 838, 839, 843, 846, 849, 852, 856, 860, 868, 869, 873, 874], "independ": [19, 29, 54, 63, 77, 86, 220, 237, 270, 280, 378, 379, 503, 505, 629, 634, 640, 665, 683, 735, 809, 820, 826, 828, 835, 846, 851, 861, 865], "good": [19, 28, 29, 809, 814, 815, 816, 817, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 832, 833, 834, 835, 836, 837, 839, 841, 842, 844, 846, 847, 850], "foundat": [19, 857, 870], "power": [19, 28, 29, 53, 54, 55, 59, 76, 77, 78, 82, 99, 100, 231, 240, 241, 275, 330, 343, 366, 369, 372, 420, 579, 590, 602, 629, 631, 634, 638, 676, 689, 721, 788, 843, 848, 849, 850, 867, 869, 873], "defin": [20, 26, 28, 29, 30, 50, 54, 55, 59, 73, 77, 78, 82, 97, 113, 138, 142, 143, 144, 220, 237, 244, 270, 271, 279, 281, 284, 297, 301, 305, 311, 314, 315, 316, 325, 326, 327, 328, 329, 332, 333, 335, 364, 366, 369, 372, 373, 375, 384, 408, 425, 481, 487, 522, 557, 558, 578, 623, 626, 629, 631, 633, 634, 644, 658, 665, 670, 671, 683, 757, 758, 759, 761, 809, 815, 816, 821, 822, 825, 826, 829, 833, 836, 838, 839, 841, 842, 848, 850, 852, 854, 862, 864, 865, 866, 867, 868, 871, 873, 874], "div": [20, 21, 22, 23, 24, 28, 29, 30, 31, 32, 33, 34, 35, 862], "sub": [20, 21, 22, 23, 24, 28, 29, 30, 31, 32, 33, 34, 35, 54, 59, 61, 71, 72, 76, 77, 78, 82, 84, 100, 269, 373, 375, 384, 427, 467, 476, 496, 525, 526, 554, 631, 634, 636, 637, 668, 688, 705, 712, 713, 714, 815, 817, 819, 824, 830, 838, 839, 841, 848, 849, 850, 862, 863], "By": [20, 40, 47, 54, 60, 61, 67, 68, 77, 83, 84, 90, 91, 284, 330, 332, 333, 346, 353, 366, 369, 372, 374, 375, 382, 384, 395, 453, 454, 489, 493, 512, 519, 522, 577, 629, 631, 634, 635, 636, 644, 645, 665, 690, 693, 702, 754, 757, 758, 759, 760, 761, 762, 763, 764, 765, 816, 822, 826, 828, 830, 834, 836, 837, 838, 846, 850, 851, 860], "with_numpi": 20, "123": [20, 73, 74, 77, 133, 165, 453, 545, 626, 631, 803, 841], "reproduc": [20, 45, 58, 81, 633, 656, 773, 774, 775, 776, 781, 813, 820, 831], "uniform": [20, 21, 22, 23, 24, 28, 29, 30, 31, 33, 34, 35, 42, 54, 63, 77, 86, 384, 522, 640, 735, 736, 738, 788, 809, 840, 850, 861, 862, 874], "x_": [20, 30, 95, 281, 629, 862], "66391283": 20, "12516928": 20, "38367081": 20, "03102401": 20, "76419425": 20, "52797794": 20, "90346956": 20, "61316347": 20, "27585283": 20, "66309303": 20, "compat": [20, 26, 30, 34, 40, 47, 53, 54, 59, 61, 64, 67, 68, 76, 77, 82, 84, 87, 90, 91, 99, 100, 151, 220, 225, 227, 229, 230, 231, 232, 237, 238, 244, 248, 249, 256, 257, 262, 264, 266, 267, 270, 273, 275, 279, 286, 291, 332, 333, 369, 627, 629, 634, 636, 641, 644, 645, 665, 677, 680, 683, 686, 690, 691, 703, 742, 757, 758, 759, 760, 761, 762, 763, 764, 765, 807, 809, 816, 822, 833, 838, 839, 842, 846, 852, 857], "sever": [20, 21, 30, 31, 33, 34, 35, 54, 77, 94, 372, 373, 386, 387, 388, 389, 441, 773, 816, 817, 842, 852, 865, 871], "pro": [20, 21, 22, 30, 31, 32, 33, 34, 35], "pick": [21, 31, 788], "off": [21, 31, 58, 59, 81, 82, 396, 397, 398, 633, 634, 656, 668, 688, 788, 789, 816, 831, 845, 858, 860, 873], "last": [21, 26, 28, 31, 50, 54, 58, 59, 60, 61, 64, 66, 67, 68, 71, 73, 77, 81, 82, 83, 84, 89, 90, 91, 95, 99, 134, 135, 138, 193, 310, 338, 366, 369, 372, 373, 374, 375, 382, 384, 401, 406, 416, 417, 418, 429, 453, 471, 481, 483, 489, 493, 512, 520, 521, 626, 628, 633, 634, 635, 636, 641, 643, 644, 645, 659, 660, 665, 668, 679, 688, 690, 694, 695, 697, 700, 703, 704, 705, 707, 741, 742, 750, 752, 753, 754, 755, 764, 765, 789, 798, 809, 817, 820, 822, 823, 826, 828, 837, 839, 841, 844, 846, 852, 858, 861, 867], "illustr": [21, 31, 822, 846], "trigger": [21, 31, 791, 815, 832], "unif": [21, 23, 24, 31, 33, 810, 848, 857, 863, 873], "55563945": 21, "65538704": 21, "14150524": 21, "46951997": 21, "30220294": 21, "14739668": 21, "57017946": 21, "91962677": 21, "51029003": 21, "59644395": 21, "arbitrari": [21, 31, 50, 51, 54, 71, 74, 77, 136, 150, 177, 319, 374, 451, 459, 460, 461, 614, 626, 627, 632, 833, 834, 836, 837, 838, 841, 850, 852, 860, 862, 868, 873], "constitu": [21, 31, 71, 851], "due": [21, 28, 29, 31, 45, 47, 270, 280, 375, 489, 629, 816, 820, 825, 830, 837, 838, 857, 860, 861, 867], "manner": [21, 29, 31, 41, 49, 72, 638, 727, 816, 826, 827, 829, 834, 838, 842, 849, 852, 856, 863, 865, 873, 874], "5556394": 21, "655387": 21, "1415051": 21, "4695197": 21, "3022028": 21, "1473966": 21, "5701794": 21, "91962665": 21, "51028997": 21, "5964439": 21, "assess": [21, 31, 815, 844], "985": 21, "000": [21, 76, 271, 773, 813, 825, 831], "69": [21, 40, 47, 53, 79, 86, 218, 260, 372, 394, 404, 616, 629, 632, 634, 675, 676, 737, 841, 849], "On": [21, 28, 29, 816, 826, 827, 832, 838, 841, 844, 847, 851], "hand": [21, 53, 373, 443, 773, 809, 820, 826, 827, 832, 834, 841, 852], "singl": [21, 31, 40, 45, 53, 63, 71, 76, 86, 95, 289, 348, 369, 373, 379, 440, 506, 597, 610, 614, 629, 631, 632, 633, 640, 642, 660, 736, 737, 738, 746, 773, 789, 807, 815, 816, 817, 820, 825, 828, 833, 834, 835, 836, 837, 838, 839, 841, 842, 844, 846, 849, 850, 851, 852, 858], "learnt": [22, 32], "two": [22, 32, 34, 40, 50, 54, 59, 65, 77, 78, 82, 99, 100, 120, 123, 129, 136, 142, 143, 144, 175, 183, 231, 245, 246, 280, 325, 326, 331, 344, 345, 347, 348, 350, 352, 359, 366, 369, 372, 373, 374, 375, 384, 401, 424, 425, 426, 435, 440, 449, 451, 455, 460, 481, 487, 491, 519, 529, 534, 625, 626, 627, 629, 631, 633, 634, 636, 642, 658, 664, 666, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 688, 690, 708, 746, 747, 748, 749, 773, 775, 781, 789, 815, 816, 820, 821, 826, 827, 828, 829, 834, 838, 839, 841, 844, 845, 849, 851, 858, 864, 872], "workflow": [22, 32, 43, 815, 817, 818, 822, 826, 836, 838, 849, 854, 858, 866, 873, 874], "ivy_norm": 22, "jax_norm": [22, 28, 29], "wider": [22, 32, 582, 605, 631, 826, 843, 873], "avoid": [22, 32, 34, 54, 61, 77, 237, 242, 244, 260, 270, 374, 375, 378, 451, 459, 460, 461, 467, 469, 471, 472, 473, 476, 480, 487, 496, 498, 499, 500, 536, 552, 554, 577, 582, 605, 629, 631, 636, 699, 700, 701, 703, 705, 706, 708, 710, 775, 776, 816, 817, 822, 823, 824, 825, 826, 830, 835, 838, 841, 842, 843, 844, 867], "act": [22, 32, 54, 77, 295, 360, 370, 817, 828, 843, 852, 874], "shorthand": [22, 32, 34, 841], "pair": [22, 32, 42, 54, 58, 77, 81, 225, 244, 317, 359, 366, 369, 372, 406, 415, 417, 419, 629, 633, 634, 646, 647, 648, 649, 651, 653, 655, 663, 665, 803], "93968587": 22, "26075466": 22, "22723222": 22, "06276492": 22, "47426987": 22, "72835908": 22, "71737559": 22, "50411096": 22, "65419174": 22, "15576624": 22, "implic": [22, 32, 33, 36, 824], "satisfi": [23, 24, 25, 26, 42, 44, 47, 54, 372, 373, 395, 427, 826, 828], "fw": [23, 24, 25, 26, 58, 81, 384, 519, 633, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 770, 816, 841], "mxnet": [23, 24, 25, 26, 206, 628, 798, 815, 816, 857, 874], "einop": [23, 24, 25, 26, 42, 44, 47, 55, 78, 542, 543, 544, 631, 826, 857], "psutil": [23, 24, 25, 26, 42, 44, 47], "termcolor": [23, 24, 25, 26, 42, 44, 47, 71, 100], "colorama": [23, 24, 25, 26, 42, 44], "535": [23, 24, 25, 26, 48, 70, 115, 623, 830], "diskcach": [23, 24, 25, 26, 42], "auth": [23, 24, 25, 26], "urllib3": [23, 24, 25, 26, 42], "pyvi": [23, 24, 25, 26, 28, 29], "dill": [23, 24, 25, 26, 42], "astunpars": [23, 24, 25, 26], "cloudpickl": [23, 24, 25, 26], "gast": [23, 24, 25, 26], "66": [23, 24, 25, 26, 40, 42, 44, 67, 77, 78, 79, 372, 404, 542, 543, 616, 631, 632, 634, 644, 679, 756], "wheel": [23, 24, 25, 26, 42, 44, 47, 856], "six": [23, 24, 25, 26, 42, 47, 816, 844], "cachetool": [23, 24, 25, 26], "pyasn1": [23, 24, 25, 26], "rsa": [23, 24, 25, 26], "jinja2": [23, 24, 25, 26], "jsonpickl": [23, 24, 25, 26], "networkx": [23, 24, 25, 26, 47], "charset": [23, 24, 25, 26, 42], "idna": [23, 24, 25, 26, 42], "certifi": [23, 24, 25, 26, 42], "2017": [23, 24, 25, 26, 42, 633, 660], "jedi": [23, 24, 25, 26], "inlin": [23, 24, 25, 26, 823], "prompt": [23, 24, 25, 26, 815, 817], "toolkit": [23, 24, 25, 26, 867, 868, 874], "pygment": [23, 24, 25, 26], "traitlet": [23, 24, 25, 26], "exceptiongroup": [23, 24, 25, 26], "pexpect": [23, 24, 25, 26], "markupsaf": [23, 24, 25, 26], "parso": [23, 24, 25, 26], "ptyprocess": [23, 24, 25, 26], "wcwidth": [23, 24, 25, 26], "asttoken": [23, 24, 25, 26], "pure": [23, 24, 25, 26, 34, 44, 809, 829, 833, 838, 844, 848, 851, 852, 867, 873, 874], "eagerli": [23, 24, 28, 29, 33, 34, 35, 42, 809, 860, 861, 862], "lazili": [23, 24, 25, 28, 29, 33, 35, 46, 809, 860, 861, 862], "actual": [23, 33, 813, 817, 819, 825, 831, 834, 835, 837, 838, 839, 841, 844, 845, 850, 852, 868, 873], "occur": [23, 28, 29, 33, 46, 51, 53, 65, 74, 76, 88, 152, 271, 287, 627, 629, 641, 642, 741, 742, 746, 747, 748, 749, 820, 825, 827, 830, 843], "becaus": [23, 31, 33, 43, 54, 372, 395, 768, 816, 817, 820, 821, 822, 823, 824, 826, 827, 829, 830, 831, 833, 834, 835, 836, 837, 838, 839, 841, 844, 846, 850, 851, 852, 867, 870, 873], "argument": [23, 25, 26, 28, 29, 31, 33, 34, 35, 40, 42, 44, 46, 49, 50, 53, 54, 55, 59, 71, 72, 76, 77, 78, 94, 95, 100, 123, 124, 125, 127, 128, 129, 130, 132, 133, 134, 135, 136, 139, 140, 141, 142, 143, 144, 145, 146, 152, 168, 172, 177, 206, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 231, 232, 233, 234, 235, 237, 238, 240, 242, 243, 244, 248, 249, 250, 251, 252, 253, 257, 259, 260, 261, 262, 264, 265, 266, 267, 270, 272, 273, 274, 275, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 310, 325, 326, 332, 333, 335, 338, 340, 341, 366, 369, 372, 373, 375, 384, 391, 392, 393, 394, 395, 396, 397, 398, 400, 401, 404, 405, 406, 409, 410, 411, 416, 418, 420, 427, 481, 489, 493, 519, 522, 526, 532, 533, 535, 536, 541, 543, 544, 549, 553, 555, 557, 559, 569, 573, 574, 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826, 827, 829, 834, 837, 838, 844, 849, 852], "000000000034": [25, 28, 29, 809, 861], "raw_img": [25, 28, 29, 809, 861], "enhanc": [25, 28, 29, 809, 840, 861], "sharp": [25, 28, 29, 809], "prefer": [25, 28, 29, 244, 629, 809, 816, 824, 830, 831, 835, 838, 853, 867], "leverag": [25, 28, 29, 809, 816, 837, 861, 865, 867], "whole": [26, 54, 77, 375, 378, 488, 501, 502, 504, 817, 823, 832], "full": [26, 54, 59, 77, 81, 82, 94, 95, 97, 162, 249, 257, 320, 321, 322, 323, 324, 366, 373, 374, 375, 446, 447, 453, 454, 482, 485, 576, 585, 600, 608, 626, 627, 629, 631, 633, 634, 648, 650, 651, 652, 654, 677, 681, 683, 684, 774, 781, 809, 816, 817, 823, 826, 829, 830, 833, 834, 838, 841, 844, 846, 852, 857, 858, 865, 867, 873], "advantag": [26, 28, 29, 809, 816, 817, 826, 837, 838, 853, 861, 867], "complex": [26, 28, 29, 42, 48, 53, 54, 59, 67, 70, 74, 76, 77, 82, 90, 107, 108, 109, 110, 111, 112, 113, 114, 115, 139, 140, 155, 169, 178, 184, 217, 218, 219, 220, 221, 222, 223, 226, 234, 235, 237, 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841, 852, 857, 858, 867], "regress": [27, 867, 874], "checkout": [28, 43, 817, 820, 841], "f705efe7cb5d18df17ce6c1e20f04d0eb4933f48": 28, "theoret": 28, "aspect": [28, 29, 810, 836, 849, 867], "switch": [28, 40, 781, 822, 830, 834, 835, 874], "easiest": [28, 809, 811, 816, 853], "defer": [28, 29, 815, 821, 826, 827, 834, 837, 838, 841, 873], "similarli": [28, 41, 136, 144, 220, 325, 332, 333, 366, 369, 626, 629, 822, 826, 838, 844, 848, 873], "obtain": [28, 29, 47, 54, 77, 316, 366, 372, 412, 633, 660, 775, 838, 860], "essenc": [28, 868, 873], "becom": [28, 54, 77, 94, 343, 369, 375, 461, 636, 696, 798, 817, 818, 824, 826, 828, 830, 837, 852, 856, 858, 860], "regardless": [28, 29, 40, 71, 810, 826, 830, 848, 851, 858], "slide": [28, 54, 58, 77, 81, 372, 391, 392, 393, 409, 410, 411, 412, 415, 419, 633, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 789], "A": [28, 29, 43, 50, 51, 54, 55, 61, 63, 67, 68, 71, 74, 76, 77, 78, 81, 82, 84, 86, 88, 91, 94, 95, 100, 119, 120, 122, 129, 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77, 94, 310, 366, 372, 373, 375, 384, 387, 388, 396, 397, 439, 446, 460, 470, 519, 789, 807, 809, 838, 844], "5f": [28, 29, 809], "nonetheless": [28, 29], "slight": [28, 29, 826, 841, 850], "introduc": [28, 29, 244, 629, 636, 642, 704, 746, 815, 824, 825, 826, 835, 839, 841, 844, 849, 856], "address": [28, 29, 54, 55, 77, 375, 489, 596, 631, 815, 817, 820, 821, 833, 840, 846, 858, 863, 865, 867, 873], "extract": [28, 29, 36, 43, 54, 77, 95, 375, 464, 490, 838, 840, 842, 863, 867, 868, 873], "gc": [28, 29, 554, 631], "decompos": [28, 29, 54, 77, 94, 97, 320, 321, 322, 323, 324, 345, 352, 366, 369, 373, 437, 442, 445, 448, 838, 851], "said": [28, 29, 775, 842, 858, 860], "otherwis": [28, 29, 46, 49, 50, 51, 53, 54, 55, 58, 59, 64, 65, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 94, 107, 108, 109, 110, 111, 112, 113, 114, 115, 120, 123, 125, 126, 131, 133, 134, 135, 138, 140, 146, 149, 150, 152, 153, 155, 156, 157, 158, 159, 168, 172, 176, 177, 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29, 809, 860, 861], "codebas": [28, 29, 208, 209, 628, 810, 812, 819, 826, 832, 837, 838, 840, 841, 842, 845, 858], "thought": [28, 29, 816, 817, 833, 857, 865], "research": [28, 29, 42, 809, 856, 861, 867, 874], "wa": [28, 29, 34, 43, 54, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 97, 107, 108, 109, 110, 111, 112, 113, 114, 115, 131, 133, 138, 140, 146, 150, 152, 177, 211, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 248, 249, 251, 252, 253, 254, 256, 257, 258, 259, 260, 261, 262, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 293, 294, 295, 296, 300, 301, 302, 303, 304, 306, 307, 308, 309, 310, 331, 332, 333, 334, 335, 337, 339, 347, 348, 354, 355, 356, 358, 359, 360, 366, 369, 373, 396, 397, 398, 416, 447, 449, 450, 451, 452, 453, 454, 455, 456, 459, 460, 461, 465, 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194, 627, 628, 826], "certainli": [28, 29, 809, 857, 873], "upon": [28, 29, 46, 807, 817, 818, 828, 837, 841, 844, 852, 866, 867], "unnecessari": [28, 29, 838], "extend": [28, 29, 54, 77, 375, 384, 481, 522, 822, 823, 826, 829, 830, 833, 838, 842, 852, 864, 867, 873], "infrastructur": [28, 29, 809, 863, 869, 870], "least": [28, 53, 54, 59, 76, 77, 237, 255, 270, 372, 375, 384, 400, 405, 459, 460, 461, 470, 472, 519, 629, 634, 641, 674, 744, 809, 817, 821, 825, 826, 827, 828, 834, 837, 841, 861], "coco": 28, "seamlessli": [29, 841], "therefor": [29, 34, 50, 53, 54, 59, 76, 77, 123, 124, 125, 127, 128, 129, 130, 132, 133, 134, 135, 136, 139, 140, 141, 142, 143, 144, 145, 146, 152, 168, 172, 176, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 231, 232, 233, 234, 235, 237, 238, 240, 242, 243, 244, 248, 249, 250, 251, 252, 253, 257, 259, 260, 261, 262, 264, 265, 266, 267, 270, 272, 273, 274, 275, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 310, 325, 326, 332, 333, 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831, 847, 848, 851, 853, 862, 875], "newli": [30, 31, 43, 45, 51, 74, 149, 536, 627, 631, 817, 825, 837, 841], "randon": [30, 31, 33, 34, 35], "mean_": 30, "std_": 30, "detect": [30, 34, 53, 71, 76, 252, 629, 638, 715, 726, 815, 816, 822, 824, 825, 832, 841, 849, 850], "inspect": [30, 34, 532, 631], "__": [30, 31, 32, 33, 34, 35, 71, 828, 849], "exhibit": [31, 873], "via": [31, 34, 244, 373, 375, 442, 445, 448, 489, 629, 638, 725, 726, 817, 820, 824, 826, 827, 837, 842, 844, 846, 848, 849, 867], "script": [31, 809, 816, 817, 820, 825, 828, 846, 852, 867], "comp": 31, "low_level": 31, "chain": [31, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 94, 107, 108, 109, 110, 111, 112, 113, 114, 115, 131, 133, 138, 140, 146, 150, 152, 165, 169, 170, 177, 211, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 248, 249, 251, 252, 253, 254, 256, 257, 258, 259, 260, 261, 262, 264, 265, 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703], "express": [31, 53, 54, 76, 77, 95, 218, 222, 224, 225, 234, 236, 276, 282, 287, 356, 369, 629, 795, 803, 829, 838, 846, 851, 867, 868], "fastest": [31, 54, 61, 77, 84, 373, 375, 440, 471, 636, 703], "maxim": [31, 834, 837, 846, 864, 865, 869, 870, 871], "conclud": [32, 842], "collect": [32, 42, 44, 46, 47, 49, 71, 72, 623, 628, 631, 632, 633, 635, 638, 639, 640, 728, 785, 789, 790, 791, 792, 793, 816, 825, 830, 831, 835, 836, 839, 841, 865, 867, 870], "norm_comp": [33, 34], "global": [33, 34, 44, 55, 71, 78, 100, 155, 156, 157, 158, 159, 208, 209, 210, 579, 580, 583, 589, 590, 602, 603, 606, 627, 628, 631, 781, 792, 798, 816, 821, 822, 825, 826, 827, 830, 834, 838, 846, 867], "approach": [33, 813, 815, 816, 817, 821, 824, 826, 827, 831, 834, 838, 841, 842, 844, 848, 849, 852, 864, 871, 873], "b": [34, 48, 53, 54, 55, 58, 59, 67, 70, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 95, 98, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 124, 125, 126, 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"option": [34, 43, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 99, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 150, 151, 152, 154, 155, 156, 157, 158, 159, 165, 167, 177, 189, 193, 205, 208, 209, 210, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 314, 315, 316, 320, 321, 322, 323, 324, 325, 326, 330, 331, 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725, 743, 744, 745, 757, 759, 773, 774, 775, 776, 781, 792, 824, 826, 834, 838, 841, 844], "never": [50, 54, 61, 73, 77, 84, 125, 375, 459, 460, 461, 467, 469, 471, 472, 473, 476, 480, 487, 496, 552, 631, 636, 699, 700, 701, 703, 705, 706, 708, 710, 817, 826, 837, 838, 841], "valueerror": [50, 54, 61, 73, 77, 84, 88, 125, 372, 374, 406, 417, 454, 459, 460, 467, 469, 471, 472, 473, 480, 496, 636, 699, 700, 701, 703, 705, 706, 708, 710, 749, 775, 804, 830], "buffer": [50, 73, 77, 84, 125, 131, 459, 460, 467, 469, 471, 472, 473, 480, 496, 626, 699, 700, 701, 703, 705, 706, 708, 710, 790, 791, 837, 852], "nativedtyp": [50, 51, 54, 58, 59, 63, 64, 67, 73, 77, 82, 86, 87, 90, 123, 124, 125, 127, 128, 129, 131, 132, 133, 134, 135, 137, 138, 139, 140, 145, 146, 148, 149, 154, 155, 156, 157, 158, 159, 160, 161, 166, 167, 171, 173, 175, 179, 189, 309, 310, 311, 312, 313, 314, 315, 330, 337, 353, 366, 369, 379, 384, 505, 506, 507, 508, 509, 519, 520, 521, 522, 525, 528, 626, 627, 633, 634, 640, 641, 643, 644, 656, 675, 691, 736, 737, 738, 741, 742, 752, 754, 755, 760, 762, 788, 826, 827, 833, 842, 846], "datatyp": [50, 54, 71, 73, 77, 125, 133, 137, 154, 175, 179, 372, 420, 626, 627, 768, 842, 860], "nativedevic": [50, 52, 54, 63, 73, 75, 77, 86, 123, 124, 125, 127, 128, 129, 132, 133, 134, 135, 137, 138, 139, 140, 144, 145, 146, 191, 192, 193, 194, 195, 198, 203, 204, 205, 206, 208, 209, 210, 211, 212, 216, 309, 310, 325, 366, 379, 505, 506, 508, 509, 626, 628, 640, 735, 736, 737, 738, 788, 793, 794, 826, 827, 830, 833, 842], "39999998": [50, 124, 125, 626, 642, 747], "5999999": [50, 54, 77, 81, 124, 125, 294, 364, 373, 422, 626, 633, 656, 663], "0999999": [50, 67, 124, 125, 294, 304, 307, 350, 364, 369, 626, 758], "10000038": [50, 124, 125, 626], "90786433e": [50, 124, 125, 626], "310": [50, 124, 125, 626], "copy_arrai": [50, 73, 626], "to_ivy_arrai": [50, 73, 126, 626], "empty_lik": [50, 54, 73, 77, 261, 373, 425, 626, 629], "uniniti": [50, 127, 128, 626, 832], 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841, 842, 844, 846, 851, 870], "on_valu": [50, 73, 135, 138, 626], "off_valu": [50, 73, 135, 138, 626], "evenli": [50, 53, 54, 58, 61, 71, 73, 76, 77, 81, 84, 123, 134, 135, 289, 372, 415, 419, 626, 629, 633, 636, 646, 647, 648, 649, 651, 653, 655, 705], "hint": [50, 53, 54, 59, 76, 77, 123, 124, 125, 127, 128, 129, 130, 132, 133, 134, 135, 136, 139, 140, 141, 142, 143, 145, 146, 152, 168, 172, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 231, 232, 233, 234, 235, 237, 238, 240, 242, 243, 244, 248, 249, 250, 251, 252, 253, 254, 257, 259, 260, 261, 262, 264, 265, 266, 267, 270, 272, 273, 274, 275, 277, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 310, 326, 332, 333, 335, 338, 366, 369, 372, 373, 375, 384, 391, 392, 393, 394, 396, 397, 398, 404, 409, 410, 411, 416, 418, 427, 481, 489, 493, 519, 522, 549, 553, 555, 557, 588, 597, 621, 626, 627, 629, 631, 632, 633, 634, 636, 639, 641, 642, 643, 644, 645, 647, 648, 649, 650, 651, 655, 656, 657, 660, 663, 664, 665, 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641, 644, 645, 665, 666, 672, 674, 677, 679, 680, 690, 691, 705, 741, 742, 744, 757, 758, 759, 760, 761, 762, 763, 764, 765, 834, 836, 841, 844, 846, 864, 867, 874], "repres": [50, 53, 54, 58, 59, 76, 77, 81, 82, 97, 122, 136, 138, 161, 219, 220, 223, 226, 235, 237, 244, 270, 283, 287, 288, 313, 327, 328, 329, 346, 363, 366, 369, 371, 372, 373, 374, 375, 378, 379, 382, 415, 419, 433, 447, 449, 454, 481, 492, 498, 499, 500, 505, 511, 518, 554, 625, 626, 627, 629, 631, 633, 634, 656, 657, 658, 672, 679, 682, 683, 775, 788, 792, 803, 816, 821, 826, 844, 848, 864, 865, 868], "coordin": [50, 53, 64, 76, 77, 87, 136, 144, 225, 287, 317, 318, 325, 346, 366, 380, 510, 626, 629, 641, 744], "conserv": [50, 136, 626], "cartesian": [50, 136, 626], "matrix": [50, 54, 55, 58, 59, 77, 78, 81, 82, 94, 95, 97, 99, 136, 142, 143, 144, 325, 326, 366, 373, 375, 384, 423, 426, 427, 430, 431, 432, 434, 437, 438, 439, 440, 441, 442, 443, 444, 447, 448, 479, 519, 531, 537, 626, 631, 633, 634, 657, 664, 666, 668, 669, 670, 671, 673, 674, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 686, 688, 689, 692, 773, 775, 788, 789, 803, 807, 815, 826, 838, 865, 867], "ij": [50, 67, 136, 626, 644, 756, 803], "respect": [50, 53, 54, 56, 59, 76, 77, 79, 82, 94, 136, 217, 220, 225, 227, 229, 230, 231, 232, 237, 238, 244, 248, 249, 256, 257, 262, 264, 266, 267, 270, 273, 279, 283, 286, 287, 297, 346, 361, 364, 369, 371, 373, 375, 378, 429, 446, 458, 498, 500, 554, 612, 613, 614, 615, 616, 617, 618, 619, 620, 622, 626, 629, 631, 632, 633, 634, 637, 646, 653, 654, 660, 665, 681, 684, 712, 713, 714, 770, 773, 788, 803, 814, 815, 816, 817, 821, 822, 824, 825, 826, 827, 828, 833, 834, 836, 837, 838, 841, 842, 843, 863, 873], "rank": [50, 54, 59, 61, 68, 77, 82, 84, 91, 94, 95, 96, 97, 98, 103, 136, 320, 321, 322, 323, 324, 366, 373, 375, 384, 431, 432, 442, 445, 448, 481, 489, 493, 529, 626, 634, 636, 641, 645, 665, 667, 675, 677, 681, 683, 688, 690, 691, 698, 699, 707, 710, 711, 744, 764, 765, 810, 875], "ni": [50, 136, 626], "xi": [50, 136, 626], "scatter": [50, 55, 73, 78, 138, 573, 574, 626, 631, 823, 837, 844, 874], "j": [50, 53, 54, 55, 59, 67, 73, 76, 77, 82, 94, 122, 138, 218, 219, 220, 221, 223, 226, 235, 237, 240, 242, 250, 258, 260, 264, 270, 281, 283, 284, 287, 288, 335, 369, 372, 373, 384, 400, 401, 405, 416, 417, 421, 426, 428, 439, 445, 529, 534, 625, 626, 629, 631, 634, 644, 669, 688, 756, 803, 817, 819, 823, 860, 863], "unless": [50, 54, 59, 73, 77, 138, 270, 331, 348, 353, 369, 626, 629, 634, 677, 822, 827, 837, 852, 861, 862], "ones_lik": [50, 73, 626, 822, 851, 864], "tril": [50, 73, 626], "whose": [50, 53, 54, 55, 59, 61, 65, 67, 73, 76, 77, 78, 82, 84, 88, 90, 95, 97, 99, 133, 142, 143, 219, 223, 226, 234, 235, 236, 275, 276, 282, 283, 287, 288, 289, 326, 340, 341, 345, 349, 350, 352, 356, 366, 373, 375, 426, 447, 480, 489, 495, 536, 592, 626, 629, 631, 634, 636, 642, 644, 664, 666, 668, 669, 670, 671, 672, 673, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 688, 691, 700, 704, 746, 747, 748, 755, 756, 775, 812, 829, 841], "innermost": [50, 54, 59, 82, 142, 143, 326, 366, 373, 426, 626, 634, 664, 666, 668, 669, 670, 671, 673, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 688], "mxn": [50, 54, 59, 82, 142, 143, 326, 366, 626, 634, 668, 675, 677, 678, 680, 681, 685, 688], "matric": [50, 54, 59, 77, 82, 94, 95, 99, 136, 142, 143, 326, 366, 373, 375, 426, 431, 432, 434, 440, 441, 446, 470, 626, 633, 634, 657, 664, 666, 668, 669, 670, 671, 672, 673, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 688, 689, 775, 813, 831, 867], "diagon": [50, 54, 59, 77, 82, 95, 129, 142, 143, 144, 310, 325, 326, 366, 373, 375, 424, 427, 437, 443, 470, 626, 634, 667, 688], "triangular": [50, 54, 59, 82, 142, 143, 144, 325, 326, 366, 373, 443, 626, 634, 664, 670, 671, 677, 681], "alloc": [50, 51, 54, 74, 142, 143, 149, 326, 366, 626, 627, 807, 815, 817, 852], "triu": [50, 73, 626], "upper": [50, 54, 59, 63, 77, 82, 86, 129, 143, 144, 310, 326, 366, 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457, 459, 460, 461, 464, 465, 466, 467, 468, 471, 472, 473, 476, 477, 478, 480, 481, 486, 487, 488, 489, 490, 491, 493, 495, 496, 497, 501, 502, 503, 504, 507, 509, 510, 512, 517, 518, 519, 520, 521, 522, 524, 525, 526, 527, 528, 529, 537, 538, 541, 542, 543, 544, 545, 546, 549, 550, 552, 555, 557, 558, 559, 566, 573, 574, 589, 590, 591, 592, 594, 598, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 653, 654, 655, 656, 657, 658, 659, 663, 664, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 688, 689, 690, 691, 693, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 714, 716, 718, 719, 721, 722, 723, 724, 726, 727, 732, 733, 734, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 770, 773, 774, 776, 788, 789, 793, 802, 803, 809, 813, 815, 816, 822, 823, 824, 825, 826, 828, 831, 836, 839, 841, 844, 846, 848, 849, 850, 851, 858, 860, 867, 873, 874], "ipython": [3, 6, 9, 23, 24, 25, 26, 28, 29, 47], "displai": [3, 6, 9, 25, 28, 29, 42, 43, 44, 46, 47, 816, 823, 825, 830, 841, 849], "end": [3, 6, 42, 43, 54, 77, 123, 225, 281, 350, 369, 372, 374, 375, 420, 449, 471, 481, 483, 484, 626, 629, 803, 809, 816, 817, 822, 825, 831, 837, 842, 844, 845, 852, 865, 870], "see": [3, 4, 5, 7, 8, 10, 11, 20, 21, 26, 28, 29, 30, 31, 35, 40, 41, 47, 48, 51, 53, 54, 59, 64, 65, 67, 68, 70, 76, 77, 82, 87, 90, 91, 94, 95, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 123, 130, 134, 141, 144, 151, 170, 177, 220, 225, 227, 229, 230, 231, 232, 237, 238, 242, 244, 248, 249, 256, 257, 260, 262, 264, 266, 267, 270, 273, 275, 279, 286, 288, 291, 292, 297, 298, 300, 325, 332, 333, 364, 366, 369, 373, 374, 375, 423, 451, 489, 623, 626, 627, 629, 634, 641, 642, 644, 645, 665, 677, 680, 683, 690, 691, 742, 746, 747, 748, 749, 757, 758, 759, 760, 761, 762, 763, 764, 765, 785, 809, 810, 813, 815, 816, 817, 820, 821, 823, 824, 825, 826, 827, 828, 831, 832, 833, 834, 838, 839, 841, 844, 846, 848, 849, 852, 856, 863, 875], "5": [3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 20, 21, 23, 24, 25, 26, 28, 29, 40, 42, 43, 44, 47, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 61, 62, 63, 64, 65, 66, 67, 70, 73, 74, 75, 76, 77, 78, 79, 81, 82, 84, 85, 86, 87, 88, 89, 90, 94, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 119, 120, 123, 124, 125, 131, 133, 134, 135, 136, 137, 138, 139, 140, 145, 146, 150, 151, 152, 156, 160, 162, 170, 172, 177, 194, 203, 208, 211, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 230, 231, 232, 233, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 284, 285, 286, 287, 288, 289, 290, 291, 293, 294, 295, 296, 298, 300, 301, 302, 304, 305, 306, 307, 308, 309, 310, 311, 312, 314, 315, 316, 319, 327, 330, 332, 333, 335, 337, 339, 341, 343, 344, 345, 346, 347, 349, 350, 351, 352, 353, 354, 355, 356, 359, 360, 364, 366, 369, 370, 372, 373, 374, 375, 378, 380, 382, 384, 391, 392, 393, 394, 396, 397, 399, 400, 401, 404, 405, 409, 410, 411, 414, 415, 416, 417, 419, 422, 425, 426, 428, 429, 431, 442, 445, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 459, 460, 461, 462, 465, 466, 467, 468, 471, 472, 475, 476, 477, 480, 481, 486, 487, 488, 489, 490, 491, 493, 496, 497, 502, 503, 504, 507, 509, 510, 512, 517, 519, 520, 521, 522, 523, 524, 526, 529, 535, 536, 537, 538, 541, 542, 543, 544, 546, 549, 550, 552, 555, 557, 558, 559, 573, 574, 578, 589, 590, 591, 592, 594, 598, 611, 612, 613, 615, 616, 617, 618, 619, 620, 621, 622, 623, 625, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 649, 651, 652, 653, 654, 655, 656, 657, 659, 661, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 678, 679, 680, 681, 682, 684, 685, 686, 688, 689, 690, 693, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 713, 714, 716, 718, 721, 722, 723, 724, 726, 727, 732, 733, 734, 735, 736, 737, 738, 740, 741, 742, 744, 745, 746, 747, 748, 749, 750, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 773, 774, 775, 776, 789, 802, 803, 809, 812, 815, 816, 817, 820, 822, 824, 825, 826, 828, 830, 831, 833, 836, 839, 841, 848, 849, 850, 861, 875], "set_default_devic": [3, 4, 6, 8, 9, 10, 214, 628, 827], "set_soft_device_mod": [3, 11, 15, 215, 628, 827], "true": [3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15, 19, 22, 23, 25, 26, 28, 29, 33, 34, 35, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 94, 95, 97, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 120, 122, 125, 126, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 140, 142, 143, 144, 146, 149, 150, 151, 152, 153, 160, 162, 163, 164, 165, 168, 169, 170, 171, 172, 173, 174, 177, 189, 193, 194, 196, 197, 201, 204, 205, 207, 211, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 248, 249, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 293, 294, 295, 296, 298, 299, 300, 301, 302, 303, 304, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 320, 321, 322, 323, 324, 325, 326, 330, 331, 332, 333, 334, 335, 337, 339, 347, 348, 353, 354, 355, 356, 357, 358, 359, 360, 366, 369, 370, 372, 373, 374, 375, 378, 384, 386, 387, 388, 389, 391, 392, 393, 395, 396, 397, 398, 399, 400, 408, 409, 410, 411, 415, 416, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 433, 434, 435, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 459, 460, 461, 465, 466, 467, 468, 469, 471, 472, 473, 476, 477, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 493, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 506, 511, 512, 518, 519, 520, 521, 522, 524, 525, 526, 527, 528, 529, 531, 534, 535, 537, 538, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 552, 553, 555, 557, 558, 559, 561, 562, 563, 565, 566, 573, 574, 575, 578, 581, 582, 584, 585, 587, 588, 589, 590, 592, 594, 596, 597, 599, 604, 605, 607, 608, 610, 613, 614, 616, 618, 619, 620, 621, 623, 625, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 637, 638, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 655, 656, 657, 658, 659, 660, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 721, 722, 723, 725, 726, 727, 728, 732, 733, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 768, 770, 773, 774, 775, 776, 778, 789, 790, 791, 792, 793, 795, 798, 800, 802, 803, 807, 809, 813, 816, 822, 824, 825, 826, 827, 828, 830, 831, 833, 834, 835, 837, 838, 839, 841, 843, 844, 846, 849, 850, 851, 860, 861], "set_backend": [3, 4, 6, 9, 11, 19, 20, 21, 22, 23, 24, 28, 29, 31, 32, 33, 34, 35, 41, 43, 44, 45, 53, 55, 69, 76, 78, 164, 173, 191, 192, 196, 206, 208, 213, 221, 535, 559, 627, 628, 631, 634, 637, 682, 713, 714, 798, 809, 820, 822, 826, 827, 834, 835, 836, 846, 848, 851, 860, 861, 862], "ivy_model": [3, 4, 6, 9, 45], "ivy_alexnet": 3, "order": [3, 22, 32, 34, 42, 45, 47, 50, 54, 55, 58, 59, 61, 65, 66, 71, 77, 81, 82, 84, 88, 89, 94, 99, 100, 124, 125, 136, 144, 225, 244, 287, 325, 346, 366, 369, 372, 373, 375, 378, 382, 418, 423, 426, 427, 428, 429, 430, 434, 440, 442, 445, 448, 471, 472, 473, 478, 479, 491, 498, 499, 500, 503, 512, 626, 629, 633, 634, 636, 637, 641, 642, 643, 647, 648, 649, 650, 651, 652, 655, 669, 670, 675, 684, 685, 689, 691, 700, 703, 712, 713, 744, 746, 747, 748, 749, 750, 752, 753, 770, 792, 794, 803, 809, 815, 816, 817, 821, 822, 824, 825, 826, 827, 828, 829, 830, 832, 833, 834, 838, 839, 840, 841, 842, 843, 844, 849, 851, 852, 856, 863, 866, 867, 868, 870, 873], "quick": [3, 17, 29, 817, 819, 839, 850], "call": [3, 8, 13, 15, 19, 21, 22, 23, 24, 25, 28, 29, 31, 32, 33, 34, 35, 42, 46, 54, 69, 74, 77, 92, 94, 100, 119, 169, 170, 210, 373, 384, 440, 526, 577, 583, 598, 614, 615, 617, 625, 628, 631, 632, 634, 638, 682, 715, 721, 725, 726, 770, 781, 789, 790, 791, 793, 798, 803, 807, 809, 815, 816, 817, 821, 822, 824, 825, 826, 827, 828, 829, 830, 831, 833, 834, 835, 837, 838, 839, 841, 842, 844, 846, 848, 849, 850, 851, 852, 857, 860, 861, 862, 867, 868, 871], "trace_graph": [3, 4, 6, 9, 21, 22, 23, 24, 28, 29, 31, 32, 33, 34, 35, 36, 45, 791, 809, 846, 851, 859], "take": [3, 9, 19, 26, 28, 29, 34, 40, 42, 45, 54, 59, 61, 67, 77, 84, 94, 119, 120, 122, 138, 277, 284, 299, 364, 372, 373, 375, 392, 400, 405, 410, 420, 429, 443, 464, 471, 490, 520, 521, 625, 626, 629, 633, 634, 636, 637, 660, 674, 678, 703, 714, 754, 773, 781, 788, 789, 802, 807, 809, 810, 815, 816, 817, 820, 821, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 834, 837, 838, 839, 841, 844, 846, 848, 850, 851, 852, 853, 858, 860, 861, 864, 865, 873], "moment": [3, 54, 56, 77, 79, 373, 430, 612, 613, 618, 632, 793, 807, 815, 822, 852, 860, 861], "one": [3, 5, 7, 8, 10, 13, 15, 17, 18, 21, 22, 25, 26, 28, 29, 31, 32, 44, 45, 46, 50, 54, 55, 58, 59, 61, 64, 65, 67, 71, 73, 76, 77, 78, 79, 81, 82, 84, 85, 87, 88, 89, 90, 94, 123, 126, 136, 138, 139, 140, 150, 152, 210, 231, 237, 244, 245, 262, 268, 269, 270, 289, 299, 309, 312, 313, 331, 337, 340, 341, 344, 345, 348, 349, 350, 352, 353, 360, 364, 366, 369, 370, 372, 373, 374, 375, 378, 379, 384, 394, 396, 400, 401, 404, 405, 408, 416, 421, 423, 432, 441, 455, 459, 460, 461, 465, 471, 472, 473, 478, 480, 485, 488, 498, 499, 500, 505, 510, 520, 521, 524, 525, 526, 527, 528, 529, 531, 569, 573, 574, 576, 594, 596, 597, 610, 612, 613, 616, 618, 619, 620, 621, 626, 627, 628, 629, 631, 632, 633, 634, 636, 639, 641, 642, 644, 647, 648, 649, 650, 651, 652, 655, 672, 674, 675, 679, 681, 690, 691, 699, 700, 701, 704, 706, 710, 734, 741, 744, 746, 747, 748, 749, 754, 756, 773, 775, 792, 795, 798, 803, 806, 809, 815, 816, 817, 818, 820, 821, 822, 823, 824, 826, 827, 828, 831, 832, 833, 834, 835, 836, 837, 838, 839, 841, 843, 844, 845, 848, 849, 851, 852, 853, 854, 857, 858, 861, 867, 868, 870, 873], "cost": [3, 56, 79, 612, 613, 616, 618, 619, 620, 632, 637, 712, 713, 714, 803, 826, 844, 865], "arg": [3, 6, 7, 8, 9, 13, 15, 23, 24, 26, 28, 29, 33, 34, 35, 46, 49, 71, 93, 103, 119, 200, 210, 598, 625, 626, 628, 631, 768, 770, 785, 786, 789, 790, 791, 795, 798, 802, 807, 809, 821, 826, 827, 830, 836, 837, 838, 844, 846, 850, 860, 861, 862], "asarrai": [3, 4, 6, 8, 9, 43, 50, 54, 55, 66, 73, 77, 78, 89, 124, 382, 511, 512, 542, 553, 557, 558, 588, 589, 590, 626, 631, 633, 642, 643, 647, 747, 751, 830, 835, 838, 839], "cuda": [3, 4, 5, 6, 7, 8, 9, 10, 11, 19, 28, 43, 44, 47, 50, 54, 63, 73, 77, 86, 134, 135, 138, 190, 191, 192, 208, 379, 505, 506, 508, 509, 626, 628, 634, 640, 685, 735, 736, 737, 738, 788, 789, 790, 791, 792, 793, 794, 807, 809, 846, 852, 854, 872], "7": [3, 5, 6, 7, 8, 9, 10, 11, 13, 15, 21, 23, 24, 25, 26, 40, 42, 43, 44, 46, 47, 48, 50, 51, 53, 54, 55, 56, 58, 59, 60, 61, 63, 64, 65, 66, 67, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 99, 100, 109, 110, 111, 112, 123, 124, 125, 134, 137, 138, 156, 162, 165, 195, 217, 220, 223, 227, 228, 230, 231, 232, 233, 235, 237, 238, 239, 240, 241, 243, 244, 247, 248, 249, 254, 255, 256, 257, 258, 259, 260, 261, 262, 265, 267, 268, 269, 270, 272, 273, 274, 276, 277, 280, 281, 282, 284, 287, 288, 290, 291, 293, 294, 296, 298, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 312, 315, 316, 327, 331, 335, 337, 338, 346, 347, 348, 350, 352, 353, 360, 364, 366, 369, 370, 372, 373, 374, 375, 380, 384, 391, 392, 393, 394, 399, 400, 404, 405, 409, 414, 415, 416, 417, 419, 422, 425, 438, 450, 451, 452, 453, 455, 456, 459, 460, 461, 465, 467, 471, 476, 477, 480, 481, 486, 487, 489, 490, 492, 493, 496, 497, 507, 509, 510, 517, 520, 521, 523, 524, 529, 535, 537, 538, 542, 543, 546, 557, 558, 559, 566, 573, 574, 589, 592, 612, 613, 615, 616, 617, 618, 619, 620, 623, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 638, 639, 640, 641, 642, 643, 644, 647, 648, 650, 652, 654, 655, 656, 657, 663, 665, 666, 667, 668, 670, 671, 672, 674, 676, 679, 681, 682, 684, 685, 686, 688, 689, 690, 693, 694, 695, 696, 699, 700, 705, 707, 708, 710, 715, 716, 723, 727, 734, 735, 736, 737, 738, 740, 745, 746, 748, 750, 751, 753, 754, 755, 756, 758, 760, 762, 763, 773, 816, 817, 822, 824, 825, 828, 834, 837, 841], "output": [3, 4, 5, 6, 7, 9, 19, 25, 26, 28, 29, 41, 42, 43, 45, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 99, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 145, 146, 149, 151, 176, 210, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 314, 315, 319, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 361, 362, 363, 364, 366, 369, 371, 372, 373, 374, 375, 378, 379, 380, 382, 384, 385, 386, 387, 388, 389, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 404, 405, 406, 408, 409, 410, 411, 414, 416, 417, 418, 420, 421, 423, 424, 425, 427, 429, 432, 433, 435, 438, 439, 440, 441, 443, 444, 447, 449, 450, 451, 452, 453, 454, 455, 456, 457, 464, 465, 466, 469, 471, 472, 473, 474, 475, 478, 479, 480, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 493, 494, 495, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 512, 517, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 536, 537, 538, 542, 543, 544, 546, 550, 559, 566, 573, 574, 575, 599, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 626, 627, 628, 629, 631, 632, 633, 634, 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137, 138, 139, 140, 145, 146, 147, 148, 149, 150, 152, 154, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 205, 232, 236, 268, 269, 271, 309, 310, 311, 312, 313, 314, 315, 320, 321, 322, 323, 324, 330, 335, 337, 353, 366, 369, 372, 373, 374, 375, 379, 384, 394, 404, 416, 417, 420, 443, 449, 454, 465, 489, 505, 506, 507, 508, 509, 519, 520, 521, 522, 525, 528, 529, 546, 547, 548, 550, 559, 568, 596, 626, 627, 628, 629, 631, 633, 634, 637, 640, 641, 643, 644, 645, 649, 656, 675, 691, 713, 714, 736, 737, 738, 741, 742, 743, 752, 753, 754, 755, 760, 762, 764, 765, 768, 770, 773, 775, 776, 788, 789, 790, 791, 792, 794, 809, 813, 820, 822, 826, 827, 828, 830, 831, 834, 835, 837, 838, 839, 841, 842, 846, 848, 861], "int32": [3, 40, 42, 51, 54, 55, 63, 64, 67, 74, 77, 78, 86, 87, 129, 134, 138, 140, 146, 149, 152, 154, 156, 158, 160, 163, 165, 166, 170, 173, 177, 181, 185, 187, 205, 232, 268, 269, 380, 384, 510, 520, 521, 522, 550, 559, 596, 626, 627, 628, 629, 631, 640, 641, 644, 736, 737, 738, 742, 754, 755, 760, 762, 773, 774, 826, 838, 841, 846], "6477362": 3, "29496726": 3, "04526032": 3, "float32": [3, 6, 9, 11, 13, 15, 20, 21, 40, 42, 43, 44, 50, 51, 54, 55, 58, 73, 74, 77, 78, 81, 90, 135, 138, 140, 146, 147, 148, 152, 156, 157, 160, 161, 162, 163, 166, 169, 170, 172, 177, 180, 186, 236, 250, 277, 330, 343, 366, 369, 372, 373, 374, 384, 394, 404, 417, 443, 449, 454, 522, 559, 596, 626, 627, 629, 631, 633, 634, 637, 649, 651, 652, 655, 682, 684, 685, 691, 713, 714, 770, 773, 774, 809, 826, 828, 839, 841, 842, 861, 862], "As": [3, 5, 6, 8, 10, 11, 13, 15, 21, 25, 26, 28, 29, 31, 34, 40, 41, 65, 69, 92, 634, 642, 682, 746, 747, 748, 749, 809, 813, 815, 816, 817, 818, 821, 823, 824, 825, 826, 827, 830, 831, 832, 833, 834, 837, 838, 839, 840, 841, 844, 848, 849, 850, 852, 856, 860, 861, 862, 867, 872], "expect": [3, 6, 8, 10, 21, 25, 28, 29, 31, 44, 45, 47, 54, 59, 60, 77, 83, 176, 244, 288, 372, 374, 395, 417, 454, 533, 627, 629, 631, 633, 635, 658, 679, 693, 788, 789, 809, 816, 817, 820, 826, 827, 830, 832, 835, 837, 839, 841, 844, 852, 853, 858, 860, 861, 862], "ident": [3, 11, 26, 43, 45, 59, 71, 129, 198, 552, 578, 626, 628, 631, 634, 638, 672, 676, 728, 789, 824, 834, 835, 838, 839, 842, 844, 848, 849, 852, 854, 856, 858], "had": [3, 824, 825, 837, 842, 846, 867, 868], "anoth": [3, 19, 21, 22, 25, 26, 28, 29, 31, 32, 44, 45, 130, 150, 152, 626, 627, 809, 815, 816, 817, 822, 824, 826, 827, 830, 832, 834, 837, 838, 841, 846, 848, 851, 854, 857, 859, 860, 861, 867, 873], "postprocess": 3, "routin": [3, 825, 837, 838, 844, 852, 867], "feed": [3, 210, 628, 860, 867, 868], "other": [3, 5, 7, 8, 10, 13, 15, 20, 21, 22, 23, 24, 26, 28, 29, 30, 31, 32, 33, 34, 35, 42, 44, 51, 53, 54, 55, 61, 67, 71, 74, 76, 77, 78, 84, 90, 94, 99, 100, 123, 138, 150, 176, 237, 242, 244, 260, 269, 270, 334, 338, 369, 375, 465, 466, 474, 531, 532, 626, 627, 629, 631, 640, 644, 697, 707, 738, 761, 763, 770, 775, 809, 813, 815, 816, 817, 818, 820, 821, 824, 825, 828, 829, 830, 831, 832, 834, 835, 836, 837, 838, 839, 841, 842, 844, 846, 848, 850, 851, 852, 853, 854, 857, 860, 861, 863, 865, 866, 867, 873, 874], "carefulli": [3, 275, 629, 788, 838, 865, 870], "rewrit": 3, "easili": [3, 25, 28, 29, 40, 809, 816, 821, 825, 831, 838, 841, 844, 849, 850, 851, 852, 857, 867, 873, 874], "out": [3, 6, 10, 11, 13, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 40, 43, 46, 48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 99, 100, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 151, 160, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 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505, 506, 507, 508, 509, 510, 512, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 533, 537, 538, 542, 543, 544, 546, 549, 550, 559, 569, 573, 574, 612, 613, 616, 618, 619, 620, 621, 623, 624, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 659, 660, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 706, 707, 708, 709, 711, 734, 735, 736, 737, 738, 740, 741, 742, 743, 745, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 773, 781, 785, 786, 788, 789, 791, 792, 793, 794, 809, 810, 813, 814, 815, 816, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 832, 834, 836, 838, 839, 840, 841, 842, 844, 845, 846, 847, 848, 849, 850, 851, 853, 856, 857, 858, 860, 861, 867, 874], "quickest": 3, "particular": [3, 28, 29, 265, 629, 774, 816, 817, 820, 822, 825, 826, 828, 835, 837, 838, 841, 842, 863, 867, 873], "hardwar": [3, 42, 99, 103, 809, 816, 844, 857, 863, 865, 866, 867, 868, 869, 870, 871, 872, 873], "again": [3, 6, 22, 23, 31, 32, 33, 34, 634, 682, 817, 821, 822, 823, 824, 828, 830, 832, 837, 838, 841, 842, 844, 849, 851, 852, 857, 858, 872, 873], "speed": [3, 8, 10, 11, 28, 29, 42, 47, 55, 78, 566, 631, 841, 856, 870], "up": [3, 5, 6, 8, 10, 11, 28, 54, 55, 77, 78, 372, 375, 395, 408, 465, 473, 554, 566, 631, 633, 656, 658, 809, 810, 813, 815, 817, 818, 820, 821, 822, 824, 825, 826, 827, 828, 829, 830, 832, 833, 834, 835, 836, 837, 838, 839, 841, 842, 844, 846, 847, 848, 849, 850, 851, 852, 856, 857, 858, 860, 868, 873, 874], "12": [3, 5, 6, 8, 9, 11, 19, 21, 23, 24, 25, 26, 40, 42, 43, 44, 51, 53, 54, 55, 58, 59, 63, 67, 74, 76, 77, 78, 81, 82, 84, 85, 86, 90, 99, 100, 165, 220, 222, 227, 231, 232, 235, 237, 238, 239, 257, 270, 273, 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600, 608, 631, 634, 770, 781, 791, 793, 807, 809, 820, 824, 826, 838, 843, 844, 846, 851, 852, 859, 860, 861, 868, 873], "befor": [3, 4, 6, 20, 21, 22, 23, 24, 30, 31, 32, 33, 34, 35, 42, 54, 58, 59, 61, 65, 67, 71, 77, 81, 82, 207, 210, 215, 372, 375, 384, 400, 405, 415, 419, 465, 472, 473, 474, 481, 520, 521, 628, 633, 634, 636, 637, 638, 642, 644, 646, 647, 648, 649, 651, 653, 655, 659, 660, 663, 674, 675, 691, 697, 712, 713, 727, 746, 747, 748, 749, 754, 755, 760, 762, 770, 789, 798, 802, 815, 816, 817, 820, 821, 823, 826, 827, 829, 830, 831, 832, 833, 835, 836, 837, 838, 839, 841, 846, 849, 852, 860, 861, 867], "13": [3, 5, 6, 8, 9, 19, 23, 24, 25, 26, 40, 42, 44, 48, 53, 54, 58, 59, 63, 67, 76, 77, 78, 79, 81, 84, 86, 90, 99, 115, 165, 195, 220, 235, 244, 255, 275, 284, 346, 353, 360, 369, 372, 375, 393, 394, 404, 415, 419, 464, 465, 467, 471, 476, 496, 509, 520, 521, 537, 542, 543, 558, 580, 589, 612, 623, 627, 628, 629, 631, 632, 633, 634, 636, 637, 638, 641, 642, 644, 647, 648, 656, 657, 668, 672, 679, 683, 685, 688, 710, 714, 727, 736, 737, 738, 745, 746, 754, 755, 756, 824, 826, 828, 838], "026875037000081647": 3, "14": [3, 5, 6, 8, 9, 24, 40, 42, 43, 44, 51, 53, 54, 58, 59, 63, 67, 74, 76, 77, 78, 81, 82, 84, 86, 149, 162, 165, 218, 223, 225, 232, 236, 262, 266, 270, 276, 283, 291, 342, 372, 373, 375, 384, 391, 392, 393, 394, 404, 409, 411, 414, 415, 416, 419, 423, 429, 430, 465, 467, 471, 476, 496, 520, 589, 612, 627, 629, 631, 632, 633, 634, 636, 638, 642, 644, 647, 648, 650, 652, 654, 656, 668, 670, 672, 679, 686, 688, 690, 710, 727, 736, 737, 738, 746, 755, 756, 824, 828, 841], "overrid": [3, 6, 34, 43, 50, 54, 73, 77, 138, 384, 519, 626, 821, 823], "behavior": [3, 6, 54, 65, 237, 244, 270, 279, 385, 530, 577, 601, 629, 631, 642, 746, 747, 748, 749, 815, 823, 824, 825, 826, 837, 838, 839, 841, 844, 846, 852, 864], "prealloc": [3, 6], "75": [3, 6, 40, 53, 54, 76, 77, 78, 81, 86, 116, 134, 223, 225, 237, 239, 250, 312, 345, 346, 366, 369, 415, 529, 544, 557, 589, 623, 626, 629, 631, 634, 638, 640, 647, 673, 679, 723, 738], "memori": [3, 5, 6, 7, 10, 20, 23, 24, 25, 26, 50, 54, 61, 73, 77, 84, 125, 136, 192, 204, 210, 212, 216, 375, 384, 459, 460, 467, 469, 471, 472, 473, 480, 496, 526, 572, 577, 601, 626, 628, 631, 633, 636, 658, 659, 699, 700, 701, 703, 705, 706, 708, 710, 803, 807, 825, 826, 827, 837, 838, 844, 846, 852, 860, 867, 869, 870, 871], "temporari": [3, 6, 586, 609, 631, 803, 826, 843], "fix": [3, 6, 44, 54, 77, 94, 95, 369, 372, 373, 418, 448, 633, 660, 809, 813, 816, 817, 820, 826, 832, 841, 842], "until": [3, 6, 803, 817, 837, 846, 852, 857, 860, 874], "handl": [3, 6, 40, 42, 48, 52, 53, 54, 70, 71, 75, 76, 77, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 190, 191, 192, 193, 194, 198, 203, 204, 212, 216, 222, 234, 259, 261, 275, 281, 282, 287, 288, 292, 297, 298, 300, 364, 375, 464, 490, 623, 628, 629, 634, 644, 688, 760, 762, 785, 793, 810, 812, 819, 824, 825, 826, 832, 833, 834, 836, 837, 838, 839, 840, 841, 843, 844, 850, 864, 874], "o": [3, 6, 41, 42, 43, 44, 46, 569, 631, 633, 660, 809, 816, 819, 825, 846, 853], "environ": [3, 6, 7, 10, 23, 24, 25, 26, 43, 46, 809, 810, 817, 853, 867, 869], "xla_python_client_alloc": [3, 6], "platform": [3, 6, 7, 11, 23, 24, 26, 811, 814, 816, 823, 865, 869, 871], "jit": [3, 8, 10, 28, 31, 846, 852, 860, 867], "img_jax": [3, 6], "device_put": [3, 8], "15": [3, 6, 7, 9, 10, 11, 24, 40, 42, 43, 44, 47, 53, 54, 55, 59, 63, 67, 73, 74, 76, 77, 78, 81, 82, 84, 86, 90, 100, 133, 162, 220, 227, 231, 237, 239, 248, 255, 256, 261, 262, 270, 279, 280, 281, 346, 360, 369, 370, 372, 373, 375, 384, 391, 392, 409, 411, 414, 415, 419, 425, 467, 471, 476, 496, 520, 538, 542, 543, 546, 557, 558, 583, 589, 606, 626, 627, 629, 631, 633, 634, 636, 638, 640, 641, 642, 644, 647, 657, 668, 671, 672, 673, 679, 685, 686, 704, 710, 715, 736, 737, 744, 746, 755, 756, 770, 812, 816, 825, 828, 836, 870], "warm": 3, "_": [3, 7, 8, 10, 11, 28, 41, 42, 53, 54, 71, 76, 77, 79, 95, 152, 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825], "predict": [3, 5, 6, 9, 11, 42, 43, 44, 45, 54, 60, 77, 83, 374, 450, 453, 456, 635, 693, 694, 695, 809, 826], "down": [3, 21, 31, 45, 54, 77, 372, 375, 408, 473, 816, 841, 854, 867, 873], "itself": [3, 5, 23, 33, 53, 94, 271, 532, 598, 629, 631, 638, 727, 803, 813, 816, 817, 820, 823, 824, 825, 826, 827, 830, 831, 832, 837, 838, 850, 852, 856, 860, 866, 867, 868, 873], "version": [3, 5, 7, 11, 25, 26, 31, 42, 43, 44, 47, 48, 54, 77, 94, 107, 288, 337, 339, 369, 384, 524, 529, 611, 629, 631, 634, 670, 671, 770, 798, 799, 809, 816, 817, 823, 825, 826, 829, 837, 839, 846, 856, 857, 858, 861, 873, 874], "return": [3, 6, 8, 9, 10, 11, 13, 15, 19, 20, 21, 22, 23, 24, 26, 28, 29, 30, 31, 32, 33, 34, 35, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 94, 95, 97, 99, 100, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 119, 120, 122, 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835, 836, 839, 846, 849, 850, 858, 866], "int64": [6, 54, 63, 64, 66, 67, 74, 86, 87, 89, 90, 139, 152, 158, 161, 163, 165, 169, 170, 174, 181, 313, 366, 382, 384, 512, 520, 521, 626, 627, 641, 643, 644, 736, 741, 742, 743, 752, 754, 755, 760, 762, 773, 774, 826, 838, 841, 846], "ndim": [6, 54, 59, 64, 77, 82, 87, 99, 103, 373, 375, 441, 442, 448, 459, 460, 461, 474, 482, 484, 494, 611, 631, 634, 641, 681, 684, 744, 824, 834, 841], "newaxi": [6, 624], "transpos": [6, 25, 28, 29, 46, 54, 58, 59, 71, 77, 81, 82, 99, 373, 421, 439, 441, 443, 518, 633, 634, 646, 648, 650, 652, 653, 654, 658, 674, 678, 680, 686, 775, 789, 809, 831, 837, 848, 851, 861], "255": [6, 25, 28, 29, 42, 43, 44, 46, 58, 77, 81, 231, 629, 655, 809, 861], "car": 6, "full_img": 6, "from_numpi": [6, 849], "permut": [6, 9, 42, 61, 84, 99, 382, 511, 636, 701, 708, 861], "img_numpi": 6, "torch_unet": 6, "unet_carvana": 6, "ivy_unet": 6, "n_channel": 6, "n_class": 6, "effici": [6, 8, 9, 10, 17, 18, 20, 21, 28, 29, 30, 31, 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838, 843], "242": [6, 77], "mani": [6, 28, 29, 32, 61, 71, 84, 144, 325, 366, 626, 636, 705, 809, 815, 816, 817, 821, 822, 824, 825, 826, 827, 828, 829, 833, 834, 835, 837, 838, 839, 841, 844, 846, 848, 849, 852, 856, 857, 858, 863, 867, 870, 873, 874], "perform": [6, 7, 11, 21, 23, 24, 25, 26, 28, 29, 31, 33, 40, 42, 50, 54, 58, 59, 67, 68, 73, 77, 78, 81, 82, 90, 91, 110, 114, 134, 135, 207, 215, 237, 270, 291, 338, 360, 369, 370, 372, 373, 375, 382, 384, 395, 396, 397, 398, 400, 401, 405, 406, 414, 416, 442, 458, 512, 520, 521, 542, 543, 544, 557, 558, 559, 575, 585, 623, 626, 628, 629, 631, 633, 634, 637, 638, 644, 645, 656, 659, 675, 684, 686, 691, 712, 713, 714, 722, 723, 754, 755, 764, 765, 768, 785, 789, 803, 807, 820, 821, 822, 824, 826, 827, 828, 833, 834, 835, 837, 838, 839, 841, 842, 844, 846, 849, 852, 858, 860, 861, 864, 867, 868, 869, 870, 871, 872, 874], "factor": [6, 11, 54, 56, 58, 59, 77, 79, 81, 82, 93, 94, 95, 96, 97, 208, 209, 210, 372, 373, 378, 406, 417, 431, 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830, 833, 837, 838, 861, 862], "x2": [6, 19, 28, 29, 51, 53, 54, 55, 59, 64, 74, 76, 77, 78, 82, 87, 99, 100, 104, 150, 176, 183, 203, 220, 225, 227, 229, 230, 231, 232, 237, 238, 244, 245, 246, 247, 248, 249, 255, 256, 257, 262, 263, 264, 266, 267, 268, 269, 270, 273, 275, 279, 286, 291, 331, 336, 343, 344, 345, 347, 349, 354, 358, 369, 373, 375, 384, 429, 443, 475, 519, 531, 534, 627, 628, 629, 631, 634, 641, 665, 672, 674, 679, 683, 686, 687, 690, 745, 770, 795, 820, 826, 828, 830, 833, 837, 838], "x3": [6, 51, 55, 150, 531, 627, 631], "x4": 6, "x5": 6, "in_channel": 6, "out_channel": 6, "mid_channel": 6, "double_conv": 6, "with_bia": [6, 789, 809, 850, 861], "batchnorm2d": [6, 9, 792], "downscal": [6, 55, 78, 537, 538, 559, 631], "maxpool": [6, 9], "doubl": 6, "conv": [6, 633, 789, 844], "maxpool_conv": 6, "upscal": 6, "scale_factor": [6, 54, 77, 372, 408, 844], "align_corn": [6, 54, 77, 372, 408, 844], "conv2dtranspos": [6, 789], "valid": [6, 42, 44, 54, 58, 68, 77, 81, 91, 94, 95, 154, 372, 373, 391, 392, 393, 409, 410, 411, 412, 414, 415, 419, 440, 448, 562, 627, 631, 633, 636, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 699, 707, 764, 765, 773, 774, 789, 802, 816, 822, 826, 828, 832, 836, 839, 841, 860, 868], "bhwc": 6, "diff_h": 6, "diff_w": 6, "pad_width": [6, 54, 61, 77, 84, 375, 481, 636, 698, 711], "constant_pad": [6, 61, 84, 636], "concat": [6, 40, 45, 55, 61, 71, 84, 210, 546, 628, 631, 636, 711, 839, 844, 846, 860], "root": [7, 9, 10, 23, 24, 25, 26, 42, 43, 44, 47, 53, 76, 284, 629, 811, 815, 816, 817, 823, 831, 838, 849], "broken": [7, 10, 23, 24, 25, 26, 863, 867], "permiss": [7, 10, 23, 24, 25, 26, 816, 825], "conflict": [7, 10, 23, 24, 25, 26, 34, 816, 817, 825, 838, 849], "behaviour": [7, 10, 23, 24, 25, 26, 109, 112, 271, 623, 629, 814, 817, 819, 820, 821, 824, 826, 827, 829, 830, 833, 834, 835, 837, 838, 841, 842, 848], "system": [7, 10, 23, 24, 25, 26, 44, 373, 443, 634, 683, 773, 809, 816, 817, 818, 822, 825, 826, 852, 861, 865, 867, 870, 872, 874], "recommend": [7, 10, 23, 24, 25, 26, 265, 266, 279, 374, 451, 629, 644, 758, 761, 811, 816, 822, 823, 832, 835, 836, 860], "virtual": [7, 10, 23, 24, 25, 26, 817, 838, 857, 870, 871], "instead": [7, 10, 13, 15, 19, 23, 24, 25, 26, 28, 35, 42, 47, 53, 54, 59, 76, 77, 82, 95, 191, 279, 313, 366, 372, 384, 409, 410, 411, 519, 522, 628, 629, 634, 677, 773, 815, 816, 817, 820, 823, 825, 826, 828, 829, 830, 833, 834, 835, 837, 838, 839, 841, 844, 846, 848, 849, 852, 860, 861, 862, 865, 867, 873, 874], "pypa": [7, 10, 23, 24, 25, 26], "venv": [7, 10, 23, 24, 25, 26], "01": [7, 9, 23, 24, 26, 44, 50, 54, 55, 56, 59, 77, 78, 79, 82, 86, 135, 262, 280, 281, 309, 315, 340, 341, 348, 366, 372, 394, 404, 405, 546, 589, 590, 612, 613, 618, 626, 629, 631, 632, 634, 637, 640, 671, 681, 713, 714, 737, 738, 773, 822, 851], "22": [7, 11, 23, 24, 25, 26, 40, 42, 44, 47, 48, 53, 54, 55, 63, 67, 70, 77, 78, 81, 86, 110, 115, 232, 240, 301, 305, 364, 372, 373, 374, 375, 380, 384, 391, 392, 394, 409, 410, 411, 415, 419, 425, 449, 464, 510, 520, 543, 574, 610, 623, 629, 633, 634, 638, 641, 644, 656, 657, 668, 673, 679, 683, 723, 733, 736, 737, 738, 745, 755, 756, 816, 824, 830], "50": [7, 10, 11, 28, 29, 40, 44, 54, 67, 76, 77, 78, 236, 276, 354, 369, 372, 373, 375, 401, 425, 433, 486, 544, 550, 557, 558, 574, 589, 629, 631, 634, 638, 641, 644, 673, 679, 690, 716, 718, 744, 756, 773, 776, 836, 848, 860, 861], "099601": 7, "099643": 7, "100960": 7, "108768": 7, "core": [7, 23, 24, 26, 42, 43, 44, 46, 47, 54, 77, 94, 97, 201, 373, 431, 442, 447, 448, 628, 816, 827, 831, 841, 851, 856, 865, 866, 867, 868, 872, 874], "cpu_feature_guard": [7, 23, 24, 26], "182": [7, 23, 24, 26, 77], "binari": [7, 11, 23, 24, 26, 54, 55, 58, 60, 77, 81, 83, 227, 230, 232, 267, 287, 372, 374, 418, 453, 456, 629, 633, 635, 656, 660, 693], "instruct": [7, 23, 24, 26, 71, 100, 809, 815, 816, 820, 830, 832, 839, 841, 853, 865, 868, 871, 873], "critic": [7, 23, 24, 26, 28, 29, 807, 867, 873], "oper": [7, 19, 20, 23, 24, 25, 26, 28, 29, 30, 34, 41, 44, 50, 51, 53, 54, 55, 58, 71, 73, 74, 76, 77, 78, 81, 100, 115, 134, 135, 177, 207, 215, 220, 222, 231, 234, 237, 244, 259, 261, 270, 271, 275, 279, 282, 287, 299, 307, 327, 328, 329, 361, 364, 366, 371, 372, 374, 375, 386, 387, 388, 389, 391, 392, 393, 399, 400, 401, 405, 409, 410, 411, 412, 414, 415, 417, 419, 420, 449, 486, 488, 535, 542, 543, 544, 592, 623, 626, 627, 628, 629, 631, 633, 634, 644, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 657, 660, 675, 686, 688, 760, 762, 773, 776, 789, 803, 807, 809, 815, 816, 819, 820, 821, 824, 826, 827, 828, 829, 830, 834, 837, 838, 841, 844, 846, 849, 850, 854, 856, 860, 863, 864, 865, 866, 867, 868, 870, 871, 872, 873, 874], "avx2": [7, 23, 24, 26], "fma": [7, 23, 24, 26], "rebuild": [7, 23, 24, 26, 71, 100], "appropri": [7, 8, 19, 23, 24, 26, 28, 29, 55, 64, 69, 87, 92, 220, 237, 244, 270, 331, 348, 369, 629, 641, 741, 809, 815, 816, 817, 830, 835, 841], "flag": [7, 23, 24, 26, 71, 193, 374, 384, 451, 519, 628, 633, 660, 770, 781, 792, 817, 826, 827, 837, 838, 839, 841, 860, 861], "332076": 7, "lstm": [7, 633, 659, 789, 846, 867], "torch_lstm": 7, "rand": [7, 26, 28, 29, 44, 802, 803, 809, 860], "tf_lstm": 7, "26": [7, 23, 24, 25, 26, 40, 42, 44, 47, 53, 54, 62, 63, 77, 78, 79, 86, 232, 237, 283, 372, 373, 394, 430, 440, 557, 612, 629, 631, 632, 633, 634, 638, 639, 644, 655, 668, 679, 686, 716, 734, 736, 737, 756], "221321": 7, "common_runtim": [7, 43], "gpu_devic": 7, "1929": 7, "job": [7, 28, 29, 809, 823, 825, 861], "localhost": 7, "replica": 7, "14699": 7, "mb": [7, 9, 42, 44, 47, 825], "tesla": 7, "v100": [7, 8], "pcie": [7, 857], "16gb": 7, "pci": 7, "bu": [7, 82, 857], "id": [7, 11, 43, 54, 77, 193, 327, 328, 329, 366, 554, 628, 631, 809, 814, 816, 821, 823, 824, 832, 836, 841, 853, 875], "0001": [7, 53, 54, 77, 280, 281, 373, 442, 448, 773, 776, 793], "625856": 7, "454": 7, "8902": 7, "32": [7, 11, 26, 28, 29, 40, 42, 43, 44, 53, 54, 63, 76, 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334, 369, 374, 453, 454, 629, 634, 685, 768, 830], "original_tf_lstm": 7, "kera": [7, 12, 13, 15, 17, 18, 26, 28, 29, 45, 46, 786, 809, 858, 861, 873], "time_major": [7, 77, 372, 418, 633, 659], "return_sequ": [7, 789], "original_tf_tim": 7, "slower": [7, 21, 838], "30": [7, 11, 23, 24, 25, 26, 40, 42, 53, 54, 55, 77, 78, 86, 90, 100, 270, 301, 346, 354, 369, 372, 375, 394, 404, 415, 464, 486, 510, 542, 544, 549, 550, 557, 558, 574, 583, 589, 629, 631, 634, 638, 644, 673, 679, 724, 736, 737, 755, 756, 760, 775, 788, 803, 812, 825], "698440": 7, "local_tsl": 7, "tsl": 7, "subprocess": 7, "304": 7, "cannot": [7, 42, 43, 44, 47, 54, 287, 459, 460, 461, 629, 817, 820, 822, 826, 838, 846, 851, 873], "spawn": [7, 570, 631], "child": 7, "No": [7, 28, 29, 42, 54, 60, 77, 83, 374, 451, 452, 453, 455, 456, 635, 693, 817, 825, 826, 867], "directori": [7, 42, 43, 44, 47, 586, 609, 628, 631, 807, 811, 815, 816, 817, 823, 825, 831, 838, 841, 853], "725307350738295x": 7, "440824652724787x": 7, 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832], "input_shap": [8, 15, 26, 28, 29, 809], "block": [8, 28, 29, 32, 33, 34, 35, 373, 433, 809, 817, 824, 826, 830, 834, 841, 845, 847, 851, 852, 854, 861, 872, 874], "_config": 8, "train_pipelin": 8, "tensor_imag": 8, "final": [8, 10, 13, 15, 17, 25, 28, 29, 34, 40, 41, 50, 54, 55, 77, 78, 94, 122, 134, 135, 319, 366, 372, 417, 546, 625, 626, 631, 633, 658, 659, 660, 803, 815, 817, 818, 820, 821, 823, 825, 826, 828, 829, 834, 836, 837, 838, 840, 844, 845, 849, 860, 861, 863, 873], "transpiled_graph": [8, 10, 28], "what": [8, 10, 17, 22, 28, 29, 32, 33, 36, 41, 42, 372, 406, 417, 775, 803, 809, 815, 817, 819, 824, 825, 828, 829, 832, 833, 835, 836, 837, 838, 839, 841, 845, 846, 848, 849, 850, 851, 852, 857, 858, 863, 868, 869, 872], "improv": [8, 10, 11, 28, 31, 812, 817, 826, 833, 834, 844, 846, 854, 858, 860, 865, 867, 869, 870], "For": [8, 9, 10, 11, 19, 21, 28, 29, 31, 34, 36, 50, 54, 59, 65, 77, 82, 123, 136, 217, 218, 219, 220, 222, 223, 224, 225, 226, 233, 234, 235, 237, 238, 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846, 848, 851, 858, 867, 874], "familiar": [17, 18, 19, 809, 815, 816], "concept": [17, 18, 19], "agnost": [17, 18, 19, 20, 28, 29, 30, 34, 40, 809, 821, 826, 833, 846, 848, 851, 852, 873, 874], "unifi": [17, 18, 19, 21, 22, 28, 31, 32, 36, 43, 71, 210, 628, 818, 819, 820, 821, 825, 826, 830, 835, 836, 838, 844, 846, 852, 855, 857, 859, 861, 863, 864, 865, 867, 871, 874], "alongsid": [17, 18, 19, 20, 30, 633, 660, 857], "turn": [17, 18, 21, 31, 58, 81, 94, 95, 396, 397, 398, 633, 656, 789, 816, 823, 824, 827, 828, 838, 841, 858], "wrapper": [17, 18, 21, 54, 77, 295, 781, 821, 823, 824, 826, 830, 834, 837, 838, 841, 848, 854, 863, 867], "unus": [17, 18, 21, 828, 837], "part": [17, 18, 21, 50, 53, 54, 76, 77, 82, 99, 109, 112, 115, 142, 143, 144, 250, 254, 277, 325, 326, 352, 366, 369, 372, 373, 375, 384, 416, 427, 481, 529, 623, 626, 629, 634, 670, 671, 770, 809, 815, 816, 817, 818, 820, 823, 826, 832, 834, 837, 838, 841, 842, 844, 846, 847, 851, 852, 860, 861, 862, 865, 867, 872, 873, 874], "lazi": [17, 18, 21, 24, 31, 34, 35, 46], "eager": [17, 18, 21, 24, 26, 31, 34, 35, 46, 807, 824, 852, 867], "understand": [17, 18, 19, 23, 40, 46, 813, 814, 815, 816, 817, 819, 820, 823, 828, 829, 833, 839, 840, 845, 858, 863, 873], "decor": [17, 18, 23, 25, 26, 34, 46, 536, 631, 773, 775, 781, 813, 820, 821, 824, 826, 827, 831, 834, 837, 838, 839, 844], "kornia": [17, 18, 25, 28, 29, 42, 46, 809, 861], "roundup": 19, "indep": [19, 28], "futur": [19, 26, 28, 42, 634, 670, 671, 809, 816, 817, 818, 825, 826, 841, 842, 844, 848, 852, 856, 858, 873], "proof": [19, 28], "delv": [19, 29, 809], "theori": [19, 811, 823], "deep": [19, 26, 28, 40, 71, 542, 631, 809, 810, 811, 814, 815, 817, 820, 823, 824, 826, 832, 836, 839, 845, 848, 849, 856, 865, 867, 870, 871, 873, 874], "esenti": [19, 28], "abstract": [19, 28, 29, 788, 793, 809, 824, 826, 837, 838, 841, 844, 850, 856, 865, 867, 869, 870, 874], "quirk": [19, 28], "perk": [19, 28, 809, 821, 824], "under": [19, 28, 29, 54, 374, 453, 454, 802, 809, 815, 816, 819, 820, 827, 828, 829, 832, 838, 839, 841, 844, 845, 846, 849, 851, 852, 860, 861, 867, 870, 874], "hood": [19, 28, 29, 809, 819, 827, 828, 832, 838, 841, 844, 845, 846, 849, 851, 860, 861, 874], "appropi": 19, "string": [19, 28, 29, 44, 54, 55, 58, 71, 77, 81, 147, 148, 160, 167, 189, 190, 191, 192, 193, 195, 204, 211, 212, 216, 372, 373, 375, 415, 419, 427, 481, 492, 521, 540, 627, 628, 631, 633, 634, 646, 647, 648, 649, 651, 653, 655, 671, 768, 770, 774, 802, 803, 822, 823, 825, 826, 827, 830, 838, 846, 849], "simplest": [19, 816, 828, 841, 844], "interact": [19, 28, 43, 46, 815, 866, 867, 872], "submodul": [19, 28, 42, 44, 99, 100, 623, 624, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 785, 786, 788, 789, 791, 792, 793, 794, 815, 816, 817, 820, 823, 825, 827, 831, 834, 835, 841, 845, 846, 850, 854], "ones": [19, 26, 28, 40, 46, 50, 54, 56, 58, 63, 71, 73, 77, 81, 86, 129, 133, 138, 140, 146, 196, 197, 233, 310, 366, 384, 528, 612, 626, 628, 629, 632, 633, 651, 652, 736, 737, 738, 774, 809, 815, 821, 825, 828, 833, 834, 840, 841, 848, 849, 867], "likewis": [19, 24, 28, 35, 809, 817, 824, 826, 829, 833, 834, 838, 844, 849, 860, 861, 873], "nativearrai": [19, 28, 29, 49, 50, 51, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 65, 67, 70, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 99, 103, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 119, 120, 122, 124, 125, 126, 128, 133, 134, 135, 136, 137, 138, 140, 142, 143, 146, 149, 150, 151, 152, 155, 156, 157, 158, 159, 160, 162, 165, 168, 169, 170, 172, 174, 176, 177, 183, 193, 194, 210, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 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489, 490, 493, 520, 521, 644, 754, 755, 815, 816, 817, 825, 831, 837, 841, 846, 848, 851, 852, 867, 870, 871], "lastli": [19, 28, 821], "contain": [19, 28, 29, 43, 48, 49, 50, 51, 53, 54, 55, 58, 59, 60, 61, 64, 65, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 95, 99, 107, 108, 109, 110, 111, 112, 113, 114, 115, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 150, 151, 152, 160, 162, 163, 164, 165, 168, 169, 170, 172, 174, 177, 194, 196, 197, 198, 203, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 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543, 544, 545, 546, 547, 548, 549, 550, 553, 554, 555, 557, 558, 559, 561, 562, 563, 565, 566, 568, 573, 574, 578, 581, 583, 588, 589, 590, 591, 592, 594, 596, 597, 604, 610, 611, 612, 613, 614, 616, 618, 619, 620, 621, 623, 626, 627, 628, 629, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 647, 648, 649, 650, 651, 652, 654, 655, 656, 657, 659, 660, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 718, 722, 723, 724, 727, 728, 732, 733, 734, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 768, 770, 773, 780, 781, 789, 790, 791, 793, 794, 798, 802, 803, 807, 809, 811, 813, 815, 816, 819, 820, 821, 822, 823, 825, 826, 828, 829, 831, 833, 834, 835, 836, 837, 839, 841, 843, 844, 845, 846, 847, 850, 852, 853, 854, 856, 860, 867, 868, 873], "subclass": [19, 28, 29, 835, 838, 844, 861], "dict": [19, 28, 29, 42, 46, 49, 55, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 120, 122, 131, 133, 138, 140, 146, 150, 152, 163, 164, 165, 169, 170, 177, 193, 196, 197, 211, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 248, 249, 251, 252, 253, 254, 256, 257, 258, 259, 260, 261, 262, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 293, 294, 295, 296, 299, 300, 301, 302, 303, 304, 306, 307, 308, 310, 322, 331, 332, 333, 334, 335, 337, 339, 347, 348, 354, 356, 358, 359, 360, 366, 375, 395, 396, 397, 398, 416, 449, 450, 451, 452, 453, 454, 455, 456, 459, 460, 461, 465, 466, 481, 487, 489, 490, 491, 493, 498, 500, 501, 502, 504, 506, 519, 520, 521, 522, 531, 532, 534, 535, 537, 538, 542, 543, 544, 545, 546, 547, 548, 549, 550, 553, 555, 557, 558, 559, 561, 562, 565, 569, 573, 574, 588, 589, 590, 592, 594, 596, 597, 610, 621, 625, 627, 628, 631, 638, 647, 648, 649, 650, 656, 657, 663, 664, 665, 670, 671, 672, 673, 674, 675, 677, 679, 681, 682, 688, 693, 694, 695, 696, 700, 703, 704, 705, 706, 707, 710, 711, 715, 716, 718, 721, 722, 723, 724, 726, 727, 728, 732, 733, 735, 736, 737, 738, 740, 743, 746, 747, 748, 749, 750, 754, 755, 758, 760, 761, 763, 764, 765, 770, 771, 786, 789, 791, 798, 803, 821, 824, 849, 850, 854, 860, 861, 862], "recurs": [19, 28, 29, 42, 44, 49, 71, 72, 163, 164, 196, 197, 373, 445, 547, 548, 554, 627, 628, 631, 638, 715, 716, 719, 725, 726, 727, 768, 816, 820, 823, 824, 831, 834, 837, 850, 852], "fashion": [19, 775, 841, 861], "native_arrai": [19, 28, 29, 50, 51, 53, 73, 75, 76, 77, 78, 82, 89, 107, 110, 133, 136, 138, 140, 146, 149, 150, 151, 152, 160, 165, 172, 194, 203, 211, 227, 231, 236, 237, 238, 240, 244, 248, 256, 257, 265, 270, 273, 276, 279, 284, 332, 333, 360, 369, 374, 375, 455, 481, 487, 491, 531, 534, 561, 562, 565, 596, 623, 626, 627, 628, 629, 631, 633, 634, 635, 636, 640, 641, 644, 645, 647, 648, 655, 663, 666, 670, 671, 676, 677, 681, 685, 686, 688, 691, 693, 695, 696, 703, 735, 744, 753, 759, 762, 764, 770, 780, 798, 813, 831, 839, 841], "data_class": [19, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 103, 104, 392, 393, 542, 546, 684, 709], "low": [19, 28, 31, 47, 54, 58, 63, 77, 81, 86, 372, 415, 419, 633, 640, 646, 647, 648, 649, 651, 653, 655, 736, 738, 775, 824, 830, 837, 838, 844, 846, 863, 865, 867, 868, 869, 871, 873], "c": [19, 28, 34, 43, 44, 50, 54, 55, 56, 58, 61, 67, 73, 74, 76, 77, 78, 79, 81, 82, 84, 88, 90, 94, 95, 113, 124, 125, 135, 138, 162, 165, 220, 231, 237, 238, 258, 259, 261, 270, 273, 281, 288, 372, 373, 375, 378, 384, 386, 387, 388, 389, 400, 405, 421, 423, 425, 426, 428, 440, 459, 460, 461, 471, 489, 493, 498, 499, 500, 503, 521, 534, 542, 543, 544, 545, 553, 557, 558, 588, 597, 612, 613, 616, 618, 619, 620, 623, 626, 627, 629, 631, 632, 633, 634, 636, 638, 641, 642, 644, 647, 648, 649, 650, 651, 652, 654, 669, 671, 673, 703, 707, 715, 718, 722, 723, 724, 726, 727, 732, 733, 744, 749, 755, 756, 761, 763, 792, 802, 803, 810, 816, 819, 822, 823, 824, 828, 834, 836, 845, 846, 847, 849, 852, 854, 855, 857, 858, 861, 863, 867, 871, 872, 874], "fundament": [19, 28, 825, 838, 844, 846, 856, 867], "common": [19, 22, 28, 32, 53, 54, 71, 76, 176, 247, 255, 336, 343, 369, 627, 629, 810, 813, 815, 816, 823, 826, 827, 828, 834, 835, 838, 842, 844, 852, 856, 864, 867, 874], "signatur": [19, 28, 375, 384, 481, 519, 826, 827, 828, 829, 833, 837, 841, 842, 844, 857, 864, 873], "matmul": [19, 28, 29, 45, 59, 82, 373, 443, 611, 631, 634, 684, 822, 841, 842, 846], "to_n": [19, 28, 29, 40, 49, 72, 846], "jaxlib": [19, 25, 43, 798, 816, 821, 826, 827, 833, 842, 846, 848], "xla_extens": [19, 25, 798, 821, 826, 827, 833, 842, 846, 848], "arrayimpl": [19, 25, 798], "why": [19, 809, 817, 837, 848, 855, 857], "underli": [19, 28, 29, 40, 54, 61, 77, 84, 97, 227, 230, 232, 267, 374, 375, 454, 471, 629, 634, 636, 682, 703, 824, 837, 844, 860, 867], "disabl": [19, 28, 54, 77, 375, 489, 791, 807, 823], "array_mod": [19, 28, 575, 599, 631, 843], "set_array_mod": [19, 28, 599, 631, 843], "composit": [19, 28, 163, 164, 196, 197, 289, 373, 433, 547, 548, 627, 628, 629, 631, 774, 776, 815, 819, 821, 822, 824, 826, 827, 835, 837, 838, 839, 841, 844, 846, 850, 851, 852, 854, 860, 868], "ultim": [19, 28, 860], "sigmoid": [19, 28, 29, 40, 48, 54, 70, 77, 298, 364, 379, 505, 623, 785, 846, 849, 850], "z": [19, 28, 29, 41, 42, 50, 53, 54, 55, 59, 60, 63, 65, 67, 73, 76, 77, 78, 82, 83, 84, 86, 90, 99, 100, 134, 135, 137, 138, 198, 220, 221, 225, 227, 230, 232, 237, 248, 249, 252, 253, 254, 256, 257, 262, 264, 266, 267, 268, 269, 277, 286, 297, 298, 332, 333, 335, 364, 369, 374, 384, 450, 452, 453, 454, 455, 456, 462, 466, 477, 518, 519, 522, 529, 534, 546, 549, 550, 557, 558, 574, 587, 589, 590, 598, 611, 626, 628, 629, 631, 634, 635, 636, 638, 640, 641, 642, 644, 665, 674, 679, 680, 684, 691, 693, 694, 695, 696, 718, 722, 724, 732, 736, 737, 738, 741, 746, 756, 757, 759, 760, 761, 788, 809, 822, 824, 827, 828, 846, 848, 860], "divid": [19, 24, 28, 29, 45, 53, 54, 55, 61, 71, 76, 77, 84, 99, 100, 244, 378, 451, 498, 499, 500, 503, 589, 629, 631, 636, 705, 821, 824, 828, 832, 841], "exp": [19, 28, 29, 53, 54, 76, 77, 113, 115, 242, 262, 275, 298, 364, 372, 374, 400, 405, 454, 623, 629, 634, 682, 836, 838], "high": [19, 28, 29, 47, 54, 58, 63, 77, 81, 86, 372, 415, 419, 582, 631, 633, 640, 646, 647, 648, 649, 651, 653, 655, 736, 738, 775, 812, 815, 830, 836, 838, 849, 854, 858, 863, 864, 865, 866, 867, 871, 873, 874], "network": [19, 26, 28, 29, 40, 42, 47, 633, 657, 785, 788, 789, 809, 824, 834, 846, 850, 857, 861, 863, 865, 866, 867, 871, 873, 874], "entir": [19, 28, 29, 31, 44, 54, 67, 68, 71, 77, 78, 90, 91, 210, 240, 242, 282, 283, 332, 333, 369, 372, 375, 384, 396, 397, 398, 481, 522, 555, 628, 629, 644, 645, 757, 758, 759, 760, 761, 762, 763, 764, 765, 789, 803, 815, 816, 817, 820, 821, 824, 826, 828, 830, 837, 838, 839, 841, 844, 846, 849, 850, 851, 852, 857, 858, 861, 867, 873, 874], "congratul": [19, 25], "There": [19, 26, 29, 34, 94, 365, 367, 368, 376, 377, 381, 775, 809, 815, 816, 817, 820, 821, 823, 824, 826, 827, 828, 830, 832, 834, 836, 838, 839, 843, 846, 849, 852, 856, 860, 868, 869, 873, 874], "independ": [19, 29, 54, 63, 77, 86, 220, 237, 270, 280, 378, 379, 503, 505, 629, 634, 640, 665, 683, 735, 809, 820, 826, 828, 835, 846, 851, 861, 865], "good": [19, 28, 29, 809, 814, 815, 816, 817, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 832, 833, 834, 835, 836, 837, 839, 841, 842, 844, 846, 847, 850], "foundat": [19, 857, 870], "power": [19, 28, 29, 53, 54, 55, 59, 76, 77, 78, 82, 99, 100, 231, 240, 241, 275, 330, 343, 366, 369, 372, 420, 579, 590, 602, 629, 631, 634, 638, 676, 689, 721, 788, 843, 848, 849, 850, 867, 869, 873], "defin": [20, 26, 28, 29, 30, 50, 54, 55, 59, 73, 77, 78, 82, 97, 113, 138, 142, 143, 144, 220, 237, 244, 270, 271, 279, 281, 284, 297, 301, 305, 311, 314, 315, 316, 325, 326, 327, 328, 329, 332, 333, 335, 364, 366, 369, 372, 373, 375, 384, 408, 425, 481, 487, 522, 557, 558, 578, 623, 626, 629, 631, 633, 634, 644, 658, 665, 670, 671, 683, 757, 758, 759, 761, 809, 815, 816, 821, 822, 825, 826, 829, 833, 836, 838, 839, 841, 842, 848, 850, 852, 854, 862, 864, 865, 866, 867, 868, 871, 873, 874], "div": [20, 21, 22, 23, 24, 28, 29, 30, 31, 32, 33, 34, 35, 862], "sub": [20, 21, 22, 23, 24, 28, 29, 30, 31, 32, 33, 34, 35, 54, 59, 61, 71, 72, 76, 77, 78, 82, 84, 100, 269, 373, 375, 384, 427, 467, 476, 496, 525, 526, 554, 631, 634, 636, 637, 668, 688, 705, 712, 713, 714, 815, 817, 819, 824, 830, 838, 839, 841, 848, 849, 850, 862, 863], "By": [20, 40, 47, 54, 60, 61, 67, 68, 77, 83, 84, 90, 91, 284, 330, 332, 333, 346, 353, 366, 369, 372, 374, 375, 382, 384, 395, 453, 454, 489, 493, 512, 519, 522, 577, 629, 631, 634, 635, 636, 644, 645, 665, 690, 693, 702, 754, 757, 758, 759, 760, 761, 762, 763, 764, 765, 816, 822, 826, 828, 830, 834, 836, 837, 838, 846, 850, 851, 860], "with_numpi": 20, "123": [20, 73, 74, 77, 133, 165, 453, 545, 626, 631, 803, 841], "reproduc": [20, 45, 58, 81, 633, 656, 773, 774, 775, 776, 781, 813, 820, 831], "uniform": [20, 21, 22, 23, 24, 28, 29, 30, 31, 33, 34, 35, 42, 54, 63, 77, 86, 384, 522, 640, 735, 736, 738, 788, 809, 840, 850, 861, 862, 874], "x_": [20, 30, 95, 281, 629, 862], "66391283": 20, "12516928": 20, "38367081": 20, "03102401": 20, "76419425": 20, "52797794": 20, "90346956": 20, "61316347": 20, "27585283": 20, "66309303": 20, "compat": [20, 26, 30, 34, 40, 47, 53, 54, 59, 61, 64, 67, 68, 76, 77, 82, 84, 87, 90, 91, 99, 100, 151, 220, 225, 227, 229, 230, 231, 232, 237, 238, 244, 248, 249, 256, 257, 262, 264, 266, 267, 270, 273, 275, 279, 286, 291, 332, 333, 369, 627, 629, 634, 636, 641, 644, 645, 665, 677, 680, 683, 686, 690, 691, 703, 742, 757, 758, 759, 760, 761, 762, 763, 764, 765, 807, 809, 816, 822, 833, 838, 839, 842, 846, 852, 857], "sever": [20, 21, 30, 31, 33, 34, 35, 54, 77, 94, 372, 373, 386, 387, 388, 389, 441, 773, 816, 817, 842, 852, 865, 871], "pro": [20, 21, 22, 30, 31, 32, 33, 34, 35], "pick": [21, 31, 788], "off": [21, 31, 58, 59, 81, 82, 396, 397, 398, 633, 634, 656, 668, 688, 788, 789, 816, 831, 845, 858, 860, 873], "last": [21, 26, 28, 31, 50, 54, 58, 59, 60, 61, 64, 66, 67, 68, 71, 73, 77, 81, 82, 83, 84, 89, 90, 91, 95, 99, 134, 135, 138, 193, 310, 338, 366, 369, 372, 373, 374, 375, 382, 384, 401, 406, 416, 417, 418, 429, 453, 471, 481, 483, 489, 493, 512, 520, 521, 626, 628, 633, 634, 635, 636, 641, 643, 644, 645, 659, 660, 665, 668, 679, 688, 690, 694, 695, 697, 700, 703, 704, 705, 707, 741, 742, 750, 752, 753, 754, 755, 764, 765, 789, 798, 809, 817, 820, 822, 823, 826, 828, 837, 839, 841, 844, 846, 852, 858, 861, 867], "illustr": [21, 31, 822, 846], "trigger": [21, 31, 791, 815, 832], "unif": [21, 23, 24, 31, 33, 810, 848, 857, 863, 873], "55563945": 21, "65538704": 21, "14150524": 21, "46951997": 21, "30220294": 21, "14739668": 21, "57017946": 21, "91962677": 21, "51029003": 21, "59644395": 21, "arbitrari": [21, 31, 50, 51, 54, 71, 74, 77, 136, 150, 177, 319, 374, 451, 459, 460, 461, 614, 626, 627, 632, 833, 834, 836, 837, 838, 841, 850, 852, 860, 862, 868, 873], "constitu": [21, 31, 71, 851], "due": [21, 28, 29, 31, 45, 47, 270, 280, 375, 489, 629, 816, 820, 825, 830, 837, 838, 857, 860, 861, 867], "manner": [21, 29, 31, 41, 49, 72, 638, 727, 816, 826, 827, 829, 834, 838, 842, 849, 852, 856, 863, 865, 873, 874], "5556394": 21, "655387": 21, "1415051": 21, "4695197": 21, "3022028": 21, "1473966": 21, "5701794": 21, "91962665": 21, "51028997": 21, "5964439": 21, "assess": [21, 31, 815, 844], "985": 21, "000": [21, 76, 271, 773, 813, 825, 831], "69": [21, 40, 47, 53, 79, 86, 218, 260, 372, 394, 404, 616, 629, 632, 634, 675, 676, 737, 841, 849], "On": [21, 28, 29, 816, 826, 827, 832, 838, 841, 844, 847, 851], "hand": [21, 53, 373, 443, 773, 809, 820, 826, 827, 832, 834, 841, 852], "singl": [21, 31, 40, 45, 53, 63, 71, 76, 86, 95, 289, 348, 369, 373, 379, 440, 506, 597, 610, 614, 629, 631, 632, 633, 640, 642, 660, 736, 737, 738, 746, 773, 789, 807, 815, 816, 817, 820, 825, 828, 833, 834, 835, 836, 837, 838, 839, 841, 842, 844, 846, 849, 850, 851, 852, 858], "learnt": [22, 32], "two": [22, 32, 34, 40, 50, 54, 59, 65, 77, 78, 82, 99, 100, 120, 123, 129, 136, 142, 143, 144, 175, 183, 231, 245, 246, 280, 325, 326, 331, 344, 345, 347, 348, 350, 352, 359, 366, 369, 372, 373, 374, 375, 384, 401, 424, 425, 426, 435, 440, 449, 451, 455, 460, 481, 487, 491, 519, 529, 534, 625, 626, 627, 629, 631, 633, 634, 636, 642, 658, 664, 666, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 688, 690, 708, 746, 747, 748, 749, 773, 775, 781, 789, 815, 816, 820, 821, 826, 827, 828, 829, 834, 838, 839, 841, 844, 845, 849, 851, 858, 864, 872], "workflow": [22, 32, 43, 815, 817, 818, 822, 826, 836, 838, 849, 854, 858, 866, 873, 874], "ivy_norm": 22, "jax_norm": [22, 28, 29], "wider": [22, 32, 582, 605, 631, 826, 843, 873], "avoid": [22, 32, 34, 54, 61, 77, 237, 242, 244, 260, 270, 374, 375, 378, 451, 459, 460, 461, 467, 469, 471, 472, 473, 476, 480, 487, 496, 498, 499, 500, 536, 552, 554, 577, 582, 605, 629, 631, 636, 699, 700, 701, 703, 705, 706, 708, 710, 775, 776, 816, 817, 822, 823, 824, 825, 826, 830, 835, 838, 841, 842, 843, 844, 867], "act": [22, 32, 54, 77, 295, 360, 370, 817, 828, 843, 852, 874], "shorthand": [22, 32, 34, 841], "pair": [22, 32, 42, 54, 58, 77, 81, 225, 244, 317, 359, 366, 369, 372, 406, 415, 417, 419, 629, 633, 634, 646, 647, 648, 649, 651, 653, 655, 663, 665, 803], "93968587": 22, "26075466": 22, "22723222": 22, "06276492": 22, "47426987": 22, "72835908": 22, "71737559": 22, "50411096": 22, "65419174": 22, "15576624": 22, "implic": [22, 32, 33, 36, 824], "satisfi": [23, 24, 25, 26, 42, 44, 47, 54, 372, 373, 395, 427, 826, 828], "fw": [23, 24, 25, 26, 58, 81, 384, 519, 633, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 770, 816, 841], "mxnet": [23, 24, 25, 26, 206, 628, 798, 815, 816, 857, 874], "einop": [23, 24, 25, 26, 42, 44, 47, 55, 78, 542, 543, 544, 631, 826, 857], "psutil": [23, 24, 25, 26, 42, 44, 47], "termcolor": [23, 24, 25, 26, 42, 44, 47, 71, 100], "colorama": [23, 24, 25, 26, 42, 44], "535": [23, 24, 25, 26, 48, 70, 115, 623, 830], "diskcach": [23, 24, 25, 26, 42], "auth": [23, 24, 25, 26], "urllib3": [23, 24, 25, 26, 42], "pyvi": [23, 24, 25, 26, 28, 29], "dill": [23, 24, 25, 26, 42], "astunpars": [23, 24, 25, 26], "cloudpickl": [23, 24, 25, 26], "gast": [23, 24, 25, 26], "66": [23, 24, 25, 26, 40, 42, 44, 67, 77, 78, 79, 372, 404, 542, 543, 616, 631, 632, 634, 644, 679, 756], "wheel": [23, 24, 25, 26, 42, 44, 47, 856], "six": [23, 24, 25, 26, 42, 47, 816, 844], "cachetool": [23, 24, 25, 26], "pyasn1": [23, 24, 25, 26], "rsa": [23, 24, 25, 26], "jinja2": [23, 24, 25, 26], "jsonpickl": [23, 24, 25, 26], "networkx": [23, 24, 25, 26, 47], "charset": [23, 24, 25, 26, 42], "idna": [23, 24, 25, 26, 42], "certifi": [23, 24, 25, 26, 42], "2017": [23, 24, 25, 26, 42, 633, 660], "jedi": [23, 24, 25, 26], "inlin": [23, 24, 25, 26, 823], "prompt": [23, 24, 25, 26, 815, 817], "toolkit": [23, 24, 25, 26, 867, 868, 874], "pygment": [23, 24, 25, 26], "traitlet": [23, 24, 25, 26], "exceptiongroup": [23, 24, 25, 26], "pexpect": [23, 24, 25, 26], "markupsaf": [23, 24, 25, 26], "parso": [23, 24, 25, 26], "ptyprocess": [23, 24, 25, 26], "wcwidth": [23, 24, 25, 26], "asttoken": [23, 24, 25, 26], "pure": [23, 24, 25, 26, 34, 44, 809, 829, 833, 838, 844, 848, 851, 852, 867, 873, 874], "eagerli": [23, 24, 28, 29, 33, 34, 35, 42, 809, 860, 861, 862], "lazili": [23, 24, 25, 28, 29, 33, 35, 46, 809, 860, 861, 862], "actual": [23, 33, 813, 817, 819, 825, 831, 834, 835, 837, 838, 839, 841, 844, 845, 850, 852, 868, 873], "occur": [23, 28, 29, 33, 46, 51, 53, 65, 74, 76, 88, 152, 271, 287, 627, 629, 641, 642, 741, 742, 746, 747, 748, 749, 820, 825, 827, 830, 843], "becaus": [23, 31, 33, 43, 54, 372, 395, 768, 816, 817, 820, 821, 822, 823, 824, 826, 827, 829, 830, 831, 833, 834, 835, 836, 837, 838, 839, 841, 844, 846, 850, 851, 852, 867, 870, 873], "argument": [23, 25, 26, 28, 29, 31, 33, 34, 35, 40, 42, 44, 46, 49, 50, 53, 54, 55, 59, 71, 72, 76, 77, 78, 94, 95, 100, 123, 124, 125, 127, 128, 129, 130, 132, 133, 134, 135, 136, 139, 140, 141, 142, 143, 144, 145, 146, 152, 168, 172, 177, 206, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 231, 232, 233, 234, 235, 237, 238, 240, 242, 243, 244, 248, 249, 250, 251, 252, 253, 257, 259, 260, 261, 262, 264, 265, 266, 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849, 854, 856, 860, 861, 862, 867], "altern": [23, 33, 43, 54, 77, 82, 94, 95, 331, 339, 340, 341, 345, 347, 348, 349, 350, 352, 353, 354, 358, 359, 369, 809, 815, 816, 823, 837, 849, 870], "dummi": [23, 24, 33, 34, 35, 41, 817], "assum": [23, 24, 33, 34, 35, 50, 53, 54, 55, 58, 59, 60, 76, 77, 78, 81, 82, 83, 123, 124, 125, 127, 128, 129, 130, 132, 133, 134, 135, 136, 139, 140, 141, 142, 143, 145, 146, 152, 168, 172, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 231, 232, 233, 234, 235, 237, 238, 240, 242, 243, 244, 248, 249, 250, 251, 252, 253, 254, 257, 259, 260, 261, 262, 264, 265, 266, 267, 270, 272, 273, 274, 275, 277, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 310, 326, 332, 333, 335, 338, 356, 366, 369, 372, 373, 375, 384, 391, 392, 393, 394, 396, 397, 398, 404, 409, 410, 411, 416, 418, 427, 441, 443, 481, 489, 493, 519, 522, 549, 553, 555, 557, 566, 588, 597, 621, 626, 627, 629, 631, 632, 633, 634, 635, 636, 639, 641, 642, 643, 644, 645, 647, 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866, 867, 869], "matter": [28, 29, 34, 828, 856], "haven": [28, 29, 34, 853, 867], "jax_out": [28, 29], "ideal": [28, 29, 825, 826, 838, 844, 849], "wise": [28, 48, 53, 54, 59, 70, 76, 77, 82, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 217, 218, 220, 221, 222, 224, 225, 227, 228, 229, 230, 231, 232, 236, 237, 238, 239, 241, 244, 245, 246, 247, 248, 249, 255, 256, 257, 262, 263, 264, 265, 266, 267, 268, 269, 270, 273, 275, 276, 278, 279, 286, 291, 292, 293, 294, 295, 296, 298, 300, 302, 303, 304, 306, 307, 308, 331, 334, 339, 342, 343, 344, 347, 348, 349, 350, 354, 355, 358, 359, 364, 369, 372, 373, 375, 396, 397, 398, 425, 432, 468, 475, 477, 478, 497, 623, 629, 636, 665, 696, 793, 844], "worth": [28, 29], "differenti": [28, 29, 292, 362, 363, 364, 371, 867], "chosen": [28, 29, 47, 97, 123, 225, 626, 629, 641, 745, 815, 825, 838], "plai": [28, 29, 374, 453, 809, 812, 816, 818, 821, 827, 831, 838, 841, 851, 867, 870], "role": [28, 29, 809, 812, 817, 818, 827, 838, 847, 868, 870, 874], "dl": [28, 29], "cnn": [28, 29, 867], "effortlessli": [28, 29], "previous": [28, 29, 600, 631, 798, 815, 816, 822, 834, 836, 841, 846], "pre": [28, 29, 809, 813, 815, 840, 841, 851, 852, 853, 867], "default_devic": [28, 29, 203, 206, 207, 208, 214, 215, 628, 827, 830, 831], "as_n": [28, 29, 51, 52, 71, 74, 75, 155, 156, 157, 158, 159, 160, 166, 193, 194, 627, 628, 826], "certainli": [28, 29, 809, 857, 873], "upon": [28, 29, 46, 807, 817, 818, 828, 837, 841, 844, 852, 866, 867], "unnecessari": [28, 29, 838], "extend": [28, 29, 54, 77, 375, 384, 481, 522, 822, 823, 826, 829, 830, 833, 838, 842, 852, 864, 867, 873], "infrastructur": [28, 29, 809, 863, 869, 870], "least": [28, 53, 54, 59, 76, 77, 237, 255, 270, 372, 375, 384, 400, 405, 459, 460, 461, 470, 472, 519, 629, 634, 641, 674, 744, 809, 817, 821, 825, 826, 827, 828, 834, 837, 841, 861], "coco": 28, "seamlessli": [29, 841], "therefor": [29, 34, 50, 53, 54, 59, 76, 77, 123, 124, 125, 127, 128, 129, 130, 132, 133, 134, 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763, 764, 765, 815, 817, 820, 821, 824, 825, 826, 827, 828, 829, 830, 833, 834, 835, 837, 838, 839, 841, 842, 844, 846, 848, 850, 852, 856, 864, 867, 873], "wide": [29, 809, 817, 841, 865, 867], "prepar": [29, 42, 44, 47, 809, 825], "plenti": 29, "resourc": [29, 810, 815, 816, 825], "visit": [29, 815, 816, 817, 825], "page": [29, 809, 815, 816, 817, 823, 825, 831, 847, 848, 851, 853, 862, 875], "newli": [30, 31, 43, 45, 51, 74, 149, 536, 627, 631, 817, 825, 837, 841], "randon": [30, 31, 33, 34, 35], "mean_": 30, "std_": 30, "detect": [30, 34, 53, 71, 76, 252, 629, 638, 715, 726, 815, 816, 822, 824, 825, 832, 841, 849, 850], "inspect": [30, 34, 532, 631], "__": [30, 31, 32, 33, 34, 35, 71, 828, 849], "exhibit": [31, 873], "via": [31, 34, 244, 373, 375, 442, 445, 448, 489, 629, 638, 725, 726, 817, 820, 824, 826, 827, 837, 842, 844, 846, 848, 849, 867], "script": [31, 809, 816, 817, 820, 825, 828, 846, 852, 867], "comp": 31, "low_level": 31, "chain": [31, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 94, 107, 108, 109, 110, 111, 112, 113, 114, 115, 131, 133, 138, 140, 146, 150, 152, 165, 169, 170, 177, 211, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 248, 249, 251, 252, 253, 254, 256, 257, 258, 259, 260, 261, 262, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 293, 294, 296, 300, 301, 302, 303, 304, 306, 307, 308, 310, 331, 332, 333, 335, 337, 339, 347, 348, 354, 356, 358, 359, 360, 396, 397, 398, 416, 449, 450, 451, 452, 453, 454, 455, 456, 465, 466, 487, 489, 491, 493, 498, 500, 501, 502, 504, 506, 519, 520, 521, 522, 531, 534, 535, 537, 538, 542, 543, 544, 545, 546, 549, 550, 553, 555, 557, 558, 559, 561, 562, 565, 573, 574, 588, 589, 590, 592, 594, 596, 597, 610, 616, 621, 637, 638, 647, 648, 649, 650, 656, 657, 663, 664, 665, 670, 671, 672, 673, 674, 675, 677, 679, 681, 682, 688, 693, 694, 695, 696, 700, 703, 704, 705, 706, 707, 710, 711, 712, 713, 717, 728, 735, 736, 737, 738, 740, 743, 746, 747, 748, 749, 750, 754, 755, 758, 760, 761, 763, 764, 765, 794, 821, 824, 836, 838, 850, 851, 852, 867], "un": [31, 167, 627, 826, 846], "partial_comp": 31, "time_funct": 31, "slowest": [31, 54, 61, 77, 84, 375, 471, 636, 703], "express": [31, 53, 54, 76, 77, 95, 218, 222, 224, 225, 234, 236, 276, 282, 287, 356, 369, 629, 795, 803, 829, 838, 846, 851, 867, 868], "fastest": [31, 54, 61, 77, 84, 373, 375, 440, 471, 636, 703], "maxim": [31, 834, 837, 846, 864, 865, 869, 870, 871], "conclud": [32, 842], "collect": [32, 42, 44, 46, 47, 49, 71, 72, 623, 628, 631, 632, 633, 635, 638, 639, 640, 728, 785, 789, 790, 791, 792, 793, 816, 825, 830, 831, 835, 836, 839, 841, 865, 867, 870], "norm_comp": [33, 34], "global": [33, 34, 44, 55, 71, 78, 100, 155, 156, 157, 158, 159, 208, 209, 210, 579, 580, 583, 589, 590, 602, 603, 606, 627, 628, 631, 781, 792, 798, 816, 821, 822, 825, 826, 827, 830, 834, 838, 846, 867], "approach": [33, 813, 815, 816, 817, 821, 824, 826, 827, 831, 834, 838, 841, 842, 844, 848, 849, 852, 864, 871, 873], "b": [34, 48, 53, 54, 55, 58, 59, 67, 70, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 95, 98, 99, 100, 107, 108, 109, 110, 111, 112, 113, 114, 124, 125, 126, 131, 132, 133, 135, 138, 140, 146, 149, 150, 151, 152, 160, 170, 172, 177, 194, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 314, 315, 327, 330, 331, 332, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 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706, 707, 708, 709, 710, 711, 715, 718, 721, 722, 723, 724, 726, 727, 732, 733, 734, 736, 737, 738, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 773, 802, 803, 807, 809, 810, 813, 817, 819, 820, 822, 824, 825, 828, 831, 834, 836, 839, 845, 846, 847, 849, 850, 851, 855, 858, 860, 863], "option": [34, 43, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 94, 99, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 150, 151, 152, 154, 155, 156, 157, 158, 159, 165, 167, 177, 189, 193, 205, 208, 209, 210, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 314, 315, 316, 320, 321, 322, 323, 324, 325, 326, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 364, 366, 369, 372, 373, 374, 375, 378, 379, 380, 382, 384, 385, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 404, 405, 406, 408, 409, 410, 411, 412, 414, 416, 417, 418, 420, 421, 423, 424, 425, 427, 429, 431, 432, 433, 434, 435, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 459, 460, 461, 464, 465, 466, 467, 469, 471, 472, 473, 474, 475, 476, 478, 479, 480, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 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61, 62, 63, 64, 65, 66, 67, 68, 70, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 99, 107, 108, 109, 110, 111, 112, 113, 114, 115, 125, 126, 128, 130, 131, 133, 135, 136, 137, 138, 140, 142, 143, 146, 150, 151, 152, 162, 165, 169, 170, 177, 194, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 296, 297, 298, 300, 301, 302, 303, 304, 306, 307, 308, 309, 310, 311, 312, 314, 315, 316, 319, 326, 328, 329, 330, 331, 332, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 372, 375, 384, 391, 392, 393, 394, 396, 397, 398, 400, 404, 405, 406, 409, 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743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 763, 764, 765, 821, 828, 829, 844], "docstr": [48, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 99, 107, 108, 109, 110, 111, 112, 113, 114, 115, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 145, 146, 150, 151, 152, 162, 165, 169, 170, 177, 194, 211, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 296, 297, 298, 300, 301, 302, 303, 304, 306, 307, 308, 309, 310, 311, 312, 314, 315, 316, 319, 326, 328, 329, 330, 331, 332, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 369, 372, 375, 384, 391, 392, 393, 394, 396, 397, 398, 400, 404, 405, 406, 409, 410, 411, 415, 416, 419, 420, 421, 422, 423, 424, 426, 427, 428, 429, 430, 431, 433, 437, 438, 439, 440, 441, 442, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 465, 466, 467, 468, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 504, 506, 507, 508, 509, 510, 511, 512, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 534, 535, 537, 538, 541, 542, 543, 544, 545, 546, 549, 550, 553, 555, 557, 558, 559, 561, 562, 563, 565, 566, 568, 573, 574, 588, 589, 590, 591, 592, 594, 596, 597, 610, 611, 612, 613, 616, 618, 619, 620, 621, 626, 627, 629, 631, 634, 636, 641, 642, 643, 644, 645, 647, 648, 649, 650, 651, 652, 655, 656, 657, 659, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 690, 691, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 734, 735, 736, 737, 738, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 814, 815, 819, 823, 832, 833, 834, 835, 838, 840, 842], "liter": [48, 53, 54, 59, 70, 76, 77, 82, 107, 108, 109, 110, 111, 112, 113, 114, 115, 288, 292, 297, 298, 300, 364, 372, 373, 375, 378, 394, 404, 408, 416, 431, 437, 442, 445, 448, 481, 503, 623, 629, 634, 643, 675, 691, 752, 785, 844], "magnitud": [48, 53, 54, 70, 76, 77, 107, 108, 109, 110, 111, 112, 113, 114, 115, 217, 220, 237, 244, 270, 288, 292, 297, 298, 300, 364, 623, 629, 634, 684, 685, 785, 826], "handle_complex_input": [48, 53, 54, 70, 76, 77, 107, 108, 109, 110, 111, 112, 113, 114, 115, 288, 292, 297, 298, 300, 364, 623, 629, 785, 835], "element": [48, 50, 53, 54, 55, 58, 59, 61, 63, 64, 65, 67, 70, 71, 73, 74, 76, 77, 78, 81, 82, 84, 86, 87, 88, 90, 95, 99, 100, 103, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 126, 132, 133, 142, 143, 144, 160, 162, 165, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 298, 300, 302, 303, 304, 306, 307, 308, 325, 326, 327, 328, 329, 331, 332, 333, 334, 335, 339, 342, 343, 344, 345, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 364, 366, 369, 372, 373, 374, 375, 384, 385, 396, 397, 398, 401, 406, 409, 410, 411, 415, 417, 418, 419, 425, 426, 427, 449, 459, 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133, 140, 146, 310, 314, 339, 366, 369, 612, 613, 616, 617, 618, 619, 620, 626, 632, 637, 638, 714, 716, 727, 791, 793, 794, 826, 827, 848, 850], "word": [49, 123, 375, 474, 626, 640, 738, 786, 789, 824, 837, 838, 854], "args_to_n": [49, 837], "cont_inplac": 49, "decid": [49, 71, 638, 726, 727, 809, 815, 816, 826, 844], "args_to_new_backend": 49, "shallow": [49, 638, 722, 723, 727, 732, 733], "nativevari": 49, "mutabl": [49, 638, 716, 722, 723, 727, 732, 733, 822], "to_ivi": [49, 72, 638, 728, 837], "leaf": [49, 71, 78, 90, 100, 545, 638, 725, 726, 728, 755, 824, 834, 849], "travers": [49, 72, 638, 719, 727, 824, 826, 830, 846], "lowest": [49, 54, 63, 72, 77, 86, 384, 522, 638, 640, 727, 736, 803, 834, 852, 854, 864, 868, 872], "search": [49, 54, 72, 77, 741, 742, 781, 814, 816, 824, 828, 831, 841, 842, 856], "to_new_backend": 49, "_arraywithcr": [50, 99], "boolean": [50, 51, 53, 54, 55, 61, 64, 67, 71, 73, 74, 76, 77, 78, 84, 87, 90, 99, 100, 120, 122, 124, 125, 126, 132, 149, 165, 167, 169, 170, 173, 189, 199, 207, 213, 227, 228, 229, 230, 231, 232, 264, 265, 266, 267, 332, 333, 348, 369, 373, 375, 431, 442, 448, 459, 460, 461, 467, 469, 471, 472, 473, 476, 480, 487, 489, 496, 531, 534, 545, 552, 555, 556, 560, 561, 562, 563, 564, 565, 566, 575, 578, 581, 582, 584, 585, 610, 625, 626, 627, 628, 629, 631, 633, 636, 637, 638, 641, 644, 660, 699, 700, 701, 703, 705, 706, 708, 710, 712, 713, 725, 743, 744, 745, 757, 759, 773, 774, 775, 776, 781, 792, 824, 826, 834, 838, 841, 844], "never": [50, 54, 61, 73, 77, 84, 125, 375, 459, 460, 461, 467, 469, 471, 472, 473, 476, 480, 487, 496, 552, 631, 636, 699, 700, 701, 703, 705, 706, 708, 710, 817, 826, 837, 838, 841], "valueerror": [50, 54, 61, 73, 77, 84, 88, 125, 372, 374, 406, 417, 454, 459, 460, 467, 469, 471, 472, 473, 480, 496, 636, 699, 700, 701, 703, 705, 706, 708, 710, 749, 775, 804, 830], "buffer": [50, 73, 77, 84, 125, 131, 459, 460, 467, 469, 471, 472, 473, 480, 496, 626, 699, 700, 701, 703, 705, 706, 708, 710, 790, 791, 837, 852], "nativedtyp": [50, 51, 54, 58, 59, 63, 64, 67, 73, 77, 82, 86, 87, 90, 123, 124, 125, 127, 128, 129, 131, 132, 133, 134, 135, 137, 138, 139, 140, 145, 146, 148, 149, 154, 155, 156, 157, 158, 159, 160, 161, 166, 167, 171, 173, 175, 179, 189, 309, 310, 311, 312, 313, 314, 315, 330, 337, 353, 366, 369, 379, 384, 505, 506, 507, 508, 509, 519, 520, 521, 522, 525, 528, 626, 627, 633, 634, 640, 641, 643, 644, 656, 675, 691, 736, 737, 738, 741, 742, 752, 754, 755, 760, 762, 788, 826, 827, 833, 842, 846], "datatyp": [50, 54, 71, 73, 77, 125, 133, 137, 154, 175, 179, 372, 420, 626, 627, 768, 842, 860], "nativedevic": [50, 52, 54, 63, 73, 75, 77, 86, 123, 124, 125, 127, 128, 129, 132, 133, 134, 135, 137, 138, 139, 140, 144, 145, 146, 191, 192, 193, 194, 195, 198, 203, 204, 205, 206, 208, 209, 210, 211, 212, 216, 309, 310, 325, 366, 379, 505, 506, 508, 509, 626, 628, 640, 735, 736, 737, 738, 788, 793, 794, 826, 827, 830, 833, 842], "39999998": [50, 124, 125, 626, 642, 747], "5999999": [50, 54, 77, 81, 124, 125, 294, 364, 373, 422, 626, 633, 656, 663], "0999999": [50, 67, 124, 125, 294, 304, 307, 350, 364, 369, 626, 758], "10000038": [50, 124, 125, 626], "90786433e": [50, 124, 125, 626], "310": [50, 124, 125, 626], "copy_arrai": [50, 73, 626], "to_ivy_arrai": [50, 73, 126, 626], "empty_lik": [50, 54, 73, 77, 261, 373, 425, 626, 629], "uniniti": [50, 127, 128, 626, 832], "from_dlpack": [50, 73, 626], "full_lik": [50, 73, 626, 842], "fill_valu": [50, 54, 64, 73, 77, 87, 132, 133, 249, 257, 375, 379, 489, 509, 626, 629, 641, 744, 826, 839, 842], "scalar": [50, 53, 54, 55, 59, 70, 73, 76, 77, 78, 82, 94, 109, 133, 138, 220, 241, 286, 292, 335, 336, 338, 343, 346, 348, 350, 355, 369, 372, 373, 374, 375, 420, 427, 449, 459, 460, 461, 470, 475, 597, 610, 626, 629, 631, 634, 691, 826, 836, 838, 852, 867], "fill": [50, 53, 54, 63, 64, 71, 73, 76, 77, 86, 87, 127, 132, 133, 135, 138, 139, 140, 145, 146, 271, 310, 366, 373, 375, 379, 431, 437, 442, 448, 470, 489, 490, 506, 508, 509, 626, 629, 640, 641, 736, 744, 788, 815, 839], "000123": [50, 133, 626], "stop": [50, 54, 56, 73, 77, 79, 123, 134, 135, 210, 373, 442, 448, 575, 613, 616, 618, 619, 620, 621, 626, 628, 631, 632, 637, 638, 712, 713, 714, 726, 793, 807, 833, 836, 844, 846, 852, 867], "num": [50, 73, 134, 135, 626, 773, 817, 833, 846], "endpoint": [50, 73, 134, 135, 626, 788, 833], "logspac": [50, 73, 626, 846], "log": [50, 53, 54, 59, 73, 76, 77, 82, 115, 135, 260, 262, 275, 297, 298, 351, 358, 364, 369, 374, 379, 451, 453, 454, 505, 623, 626, 629, 682, 773, 775, 776, 785, 817, 824, 825, 828, 834, 837, 838, 839, 841, 843, 844, 846, 849], "sequenc": [50, 54, 58, 59, 61, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 100, 107, 108, 109, 110, 111, 112, 113, 114, 115, 129, 131, 133, 135, 138, 140, 146, 150, 152, 165, 169, 170, 177, 211, 217, 218, 219, 220, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 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"coordin": [50, 53, 64, 76, 77, 87, 136, 144, 225, 287, 317, 318, 325, 346, 366, 380, 510, 626, 629, 641, 744], "conserv": [50, 136, 626], "cartesian": [50, 136, 626], "matrix": [50, 54, 55, 58, 59, 77, 78, 81, 82, 94, 95, 97, 99, 136, 142, 143, 144, 325, 326, 366, 373, 375, 384, 423, 426, 427, 430, 431, 432, 434, 437, 438, 439, 440, 441, 442, 443, 444, 447, 448, 479, 519, 531, 537, 626, 631, 633, 634, 657, 664, 666, 668, 669, 670, 671, 673, 674, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 686, 688, 689, 692, 773, 775, 788, 789, 803, 807, 815, 826, 838, 865, 867], "ij": [50, 67, 136, 626, 644, 756, 803], "respect": [50, 53, 54, 56, 59, 76, 77, 79, 82, 94, 136, 217, 220, 225, 227, 229, 230, 231, 232, 237, 238, 244, 248, 249, 256, 257, 262, 264, 266, 267, 270, 273, 279, 283, 286, 287, 297, 346, 361, 364, 369, 371, 373, 375, 378, 429, 446, 458, 498, 500, 554, 612, 613, 614, 615, 616, 617, 618, 619, 620, 622, 626, 629, 631, 632, 633, 634, 637, 646, 653, 654, 660, 665, 681, 684, 712, 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822, 851, 864], "tril": [50, 73, 626], "whose": [50, 53, 54, 55, 59, 61, 65, 67, 73, 76, 77, 78, 82, 84, 88, 90, 95, 97, 99, 133, 142, 143, 219, 223, 226, 234, 235, 236, 275, 276, 282, 283, 287, 288, 289, 326, 340, 341, 345, 349, 350, 352, 356, 366, 373, 375, 426, 447, 480, 489, 495, 536, 592, 626, 629, 631, 634, 636, 642, 644, 664, 666, 668, 669, 670, 671, 672, 673, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 688, 691, 700, 704, 746, 747, 748, 755, 756, 775, 812, 829, 841], "innermost": [50, 54, 59, 82, 142, 143, 326, 366, 373, 426, 626, 634, 664, 666, 668, 669, 670, 671, 673, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 688], "mxn": [50, 54, 59, 82, 142, 143, 326, 366, 626, 634, 668, 675, 677, 678, 680, 681, 685, 688], "matric": [50, 54, 59, 77, 82, 94, 95, 99, 136, 142, 143, 326, 366, 373, 375, 426, 431, 432, 434, 440, 441, 446, 470, 626, 633, 634, 657, 664, 666, 668, 669, 670, 671, 672, 673, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 688, 689, 775, 813, 831, 867], "diagon": [50, 54, 59, 77, 82, 95, 129, 142, 143, 144, 310, 325, 326, 366, 373, 375, 424, 427, 437, 443, 470, 626, 634, 667, 688], "triangular": [50, 54, 59, 82, 142, 143, 144, 325, 326, 366, 373, 443, 626, 634, 664, 670, 671, 677, 681], "alloc": [50, 51, 54, 74, 142, 143, 149, 326, 366, 626, 627, 807, 815, 817, 852], "triu": [50, 73, 626], "upper": [50, 54, 59, 63, 77, 82, 86, 129, 143, 144, 310, 326, 366, 373, 384, 443, 522, 626, 634, 640, 664, 670, 671, 681, 738, 826, 837, 841], "zeros_lik": [50, 54, 73, 149, 266, 375, 489, 612, 613, 616, 618, 619, 620, 626, 627, 629, 632, 634, 636, 681, 696, 838, 844], "data_typ": [51, 54, 74, 77, 179, 627, 823, 826, 841, 842], "_arraywithdatatyp": [51, 99], "irrespect": [51, 59, 74, 82, 149, 627, 634, 684, 824, 837, 848, 874], "promot": [51, 53, 54, 59, 74, 76, 77, 82, 89, 99, 100, 149, 152, 175, 176, 177, 183, 218, 219, 220, 222, 223, 224, 225, 226, 227, 229, 230, 231, 232, 234, 235, 237, 240, 242, 244, 258, 259, 260, 261, 262, 267, 270, 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