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 0x7efcd04f9240>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fae5c0e5240>) – 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 0x7efcd04f9240>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fae5c0e5240>) – 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 0x7efcd04f9240>) – The function used for the inner loop optimization. It takes the learnable
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fae5c0e5240>) – 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 0x7efcd04f9240>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fae5c0e5240>) – 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 0x7efcd04f9240>) – The function used for the inner loop optimization.
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fae5c0e5240>) – 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 0x7efcd04f9240>) – The function used for the inner loop optimization. It takes the learnable
+
inner_optimization_step (Callable, default: <function gradient_descent_update at 0x7fae5c0e5240>) – 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 0x7efcd00dd210>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00dffa0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5c4fb370>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5c4f82b0>) – 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 0x7efcd00dfdc0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00dfd60>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5c4f9e70>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5c4fa230>) – 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 0x7efcd00dfd00>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00df9a0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5c4f8400>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5c4fb130>) – 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 0x7efcd00df940>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00df8e0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5c4fba90>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5c4fbf70>) – 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 0x7efcd00df7c0>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00df160>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5bd0f340>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5bd0f2e0>) – 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 0x7efcd00df100>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00df0a0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5bd0f280>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5bd0f220>) – 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 0x7efcd00df880>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00df820>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5bd0f400>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5bd0f3a0>) – 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 0x7efcd00df040>) – Initializer for the weights. Default is GlorotUniform.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5bd0f1c0>) – 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.
@@ -2008,8 +2008,8 @@
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 0x7efcd00dc070>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7efcd00dcdc0>) – Initializer for the bias. Default is Zeros.
weight_initializer (default: <ivy.stateful.initializers.GlorotUniform object at 0x7fae5c4f8430>) – Initializer for the weights. Default is GlorotUniform.
bias_initializer (default: <ivy.stateful.initializers.Zeros object at 0x7fae5c4fa080>) – 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, 12, 13, 14, 16, 18, 20, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 43, 45, 46, 48, 51, 53, 54, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 97, 98, 100, 102, 103, 110, 111, 112, 113, 114, 115, 116, 117, 118, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 153, 154, 155, 165, 168, 171, 172, 173, 175, 179, 180, 194, 197, 207, 213, 214, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 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806, 820, 829, 831, 840, 852, 867, 877], "quartil": 0, "overview": [0, 102, 103, 626, 627, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 788, 789, 791, 792, 794, 795, 796, 797, 812, 826, 828, 842, 844, 848], "instrument": 0, "unusu": 0, "might": [0, 6, 7, 12, 37, 58, 98, 179, 544, 630, 634, 816, 818, 819, 820, 828, 829, 831, 834, 835, 838, 841, 844, 845, 847, 849, 851, 852, 857], "indic": [0, 4, 12, 53, 57, 58, 61, 62, 64, 65, 67, 68, 69, 74, 76, 77, 80, 81, 84, 85, 87, 88, 90, 91, 92, 97, 100, 127, 128, 141, 145, 147, 168, 172, 173, 284, 328, 329, 330, 349, 369, 372, 375, 376, 377, 378, 383, 385, 394, 395, 396, 398, 402, 403, 404, 408, 409, 412, 413, 414, 415, 419, 420, 430, 451, 454, 462, 463, 464, 467, 470, 472, 474, 475, 476, 479, 483, 489, 490, 492, 493, 494, 496, 498, 499, 513, 514, 515, 537, 552, 553, 555, 576, 577, 581, 614, 617, 618, 629, 632, 634, 635, 636, 637, 639, 641, 642, 643, 644, 645, 646, 650, 652, 653, 654, 655, 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85, 93, 165, 168, 271, 335, 372, 375, 376, 377, 378, 394, 395, 396, 412, 413, 414, 415, 417, 419, 430, 452, 489, 491, 492, 540, 541, 546, 562, 576, 577, 630, 632, 634, 637, 647, 678, 680, 683, 776, 792, 796, 828, 841, 867], "25691": 0, "160000": 0, "reveal": 0, "outlier": [0, 844], "receiv": [0, 6, 45, 49, 97, 536, 572, 634, 640, 715, 716, 717, 792, 810, 815, 819, 820, 829, 830, 844, 847], "anomali": 0, "financi": 0, "behavior": [0, 4, 8, 57, 68, 240, 247, 273, 282, 388, 533, 580, 604, 632, 634, 645, 749, 750, 751, 752, 818, 826, 827, 828, 829, 840, 841, 842, 844, 847, 849, 855, 867], "associ": [0, 12, 57, 62, 80, 85, 223, 273, 378, 387, 461, 525, 632, 637, 680, 683, 695, 773, 820, 829, 837, 838, 841, 842, 844, 855], "122": [0, 13, 54, 168, 238, 632], "211321": 0, "256": [0, 4, 8, 12, 56, 81, 283, 284, 593, 636, 651, 653, 776], "683288": 0, "250000": 0, "105": [0, 62, 84, 636, 637, 659, 660, 675, 682], "890000": 0, "2125": 0, "870000": 0, "deepen": 0, "averag": [0, 6, 7, 45, 47, 57, 59, 63, 80, 82, 86, 375, 377, 381, 387, 389, 390, 394, 395, 396, 454, 455, 456, 457, 458, 459, 506, 522, 615, 616, 621, 635, 636, 638, 640, 663, 696, 715, 716, 791, 792], "across": [0, 1, 12, 13, 14, 26, 27, 28, 29, 43, 57, 67, 74, 80, 81, 90, 102, 211, 212, 240, 247, 273, 291, 377, 381, 452, 503, 506, 537, 558, 594, 631, 632, 634, 636, 641, 644, 659, 663, 724, 744, 745, 792, 818, 823, 829, 831, 833, 836, 837, 839, 844, 847, 868, 870, 875], "all": [0, 1, 2, 4, 5, 6, 7, 8, 12, 13, 16, 17, 18, 19, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 44, 45, 47, 48, 50, 52, 53, 57, 58, 61, 62, 64, 66, 71, 72, 74, 75, 76, 79, 80, 81, 84, 85, 87, 89, 94, 95, 97, 98, 126, 134, 141, 145, 146, 147, 201, 208, 240, 244, 272, 273, 328, 329, 341, 360, 369, 372, 375, 376, 377, 378, 387, 409, 418, 420, 421, 422, 430, 435, 445, 446, 448, 451, 452, 473, 484, 492, 498, 528, 534, 537, 554, 574, 575, 592, 599, 600, 614, 617, 629, 631, 632, 634, 635, 636, 637, 639, 640, 641, 643, 644, 648, 659, 662, 663, 668, 680, 685, 686, 689, 694, 703, 707, 709, 715, 716, 717, 718, 719, 720, 729, 730, 731, 732, 738, 741, 746, 771, 773, 776, 777, 778, 779, 791, 792, 798, 801, 806, 808, 810, 812, 813, 816, 818, 819, 820, 821, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 847, 848, 849, 851, 852, 853, 854, 855, 856, 857, 859, 860, 861, 863, 864, 866, 867, 868, 869, 870, 871, 873, 876, 877, 878], "group": [0, 6, 57, 80, 378, 381, 498, 502, 636, 641, 649, 656, 657, 720, 810, 821, 823, 827, 829, 837, 841, 842, 866, 869, 875], "calcul": [0, 4, 14, 45, 56, 57, 58, 63, 70, 74, 79, 80, 81, 85, 86, 93, 103, 220, 221, 222, 223, 224, 225, 226, 227, 228, 237, 238, 240, 243, 244, 245, 261, 262, 263, 264, 265, 266, 271, 272, 273, 278, 285, 286, 287, 289, 290, 291, 297, 307, 335, 336, 349, 359, 372, 375, 376, 377, 378, 381, 387, 394, 395, 396, 430, 452, 457, 484, 501, 503, 529, 569, 632, 634, 637, 638, 647, 674, 682, 685, 696, 697, 698, 760, 761, 762, 763, 764, 765, 766, 776, 778, 791, 792, 795, 818, 832, 849, 860, 863], "pictur": [0, 47, 812, 818, 849, 859], "vital": [0, 854, 859], "select": [0, 22, 31, 36, 49, 57, 70, 80, 93, 376, 378, 387, 430, 443, 492, 493, 496, 523, 524, 647, 757, 758, 818, 819, 820, 828, 834, 840, 844, 849, 851, 854, 855, 870, 873, 874], "guid": [0, 16, 29, 812, 813, 818, 819, 820, 826, 835, 841, 843, 876], "recogn": [0, 47, 815, 821], "both": [0, 6, 9, 11, 12, 13, 14, 16, 18, 26, 28, 31, 32, 36, 37, 44, 46, 53, 56, 57, 58, 61, 62, 76, 79, 80, 81, 84, 85, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 148, 149, 155, 171, 175, 178, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 240, 241, 243, 245, 246, 247, 251, 252, 253, 254, 255, 256, 260, 262, 263, 264, 265, 267, 268, 269, 270, 273, 275, 276, 277, 278, 280, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 313, 329, 335, 336, 338, 339, 341, 346, 351, 369, 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"000070": 0, "000182": 0, "000072": 0, "000089": 0, "000295": 0, "000131": 0, "80746": 0, "806911": 0, "771948": 0, "623778": 0, "033281": 0, "542029": 0, "151225": 0, "397737": 0, "568731": 0, "570636": 0, "581123": 0, "372319": 0, "713588": 0, "014049": 0, "040308": 0, "105130": 0, "041449": 0, "051648": 0, "170575": 0, "075667": 0, "In": [0, 3, 4, 5, 6, 16, 18, 20, 22, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 43, 45, 50, 55, 57, 58, 64, 78, 80, 81, 87, 97, 98, 207, 214, 215, 219, 223, 240, 241, 247, 255, 256, 273, 276, 282, 284, 375, 378, 381, 399, 400, 401, 421, 462, 463, 464, 470, 472, 474, 475, 476, 477, 479, 483, 489, 490, 499, 501, 503, 535, 555, 562, 580, 631, 632, 634, 637, 639, 643, 685, 702, 703, 704, 706, 708, 709, 711, 713, 741, 812, 818, 819, 820, 823, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 840, 841, 842, 844, 845, 846, 847, 851, 852, 853, 854, 855, 859, 861, 863, 864, 865, 866, 868, 870, 871, 873, 876], "outnumb": 0, "address": [0, 31, 32, 57, 58, 80, 378, 492, 599, 634, 818, 820, 823, 824, 836, 843, 849, 861, 866, 868, 870, 876], "fair": 0, "dure": [0, 11, 13, 24, 26, 31, 34, 36, 37, 55, 59, 70, 74, 78, 82, 93, 214, 375, 399, 400, 401, 580, 601, 615, 616, 621, 631, 634, 635, 636, 637, 640, 647, 659, 677, 715, 716, 717, 764, 766, 784, 795, 796, 810, 819, 827, 829, 830, 833, 837, 838, 840, 841, 842, 843, 844, 847, 855, 863, 870, 871, 876], "similar": [0, 1, 6, 22, 31, 32, 57, 282, 377, 452, 632, 636, 663, 792, 816, 818, 819, 827, 828, 829, 830, 833, 834, 835, 837, 838, 839, 841, 842, 844, 845, 852, 855, 859, 864, 866, 867, 868, 869, 876], "here": [0, 2, 4, 6, 7, 9, 14, 17, 19, 22, 27, 30, 31, 32, 43, 45, 46, 47, 48, 50, 80, 283, 459, 632, 812, 816, 817, 818, 819, 820, 823, 825, 826, 827, 828, 829, 831, 834, 835, 836, 838, 839, 840, 841, 842, 844, 845, 849, 850, 851, 852, 853, 854, 855, 863, 864, 865, 870, 871, 878], "take": [0, 4, 6, 12, 22, 29, 31, 32, 37, 43, 45, 48, 57, 62, 64, 70, 80, 87, 97, 122, 123, 125, 141, 280, 287, 302, 367, 375, 376, 378, 395, 403, 408, 413, 423, 432, 446, 467, 474, 493, 523, 524, 628, 629, 632, 636, 637, 639, 640, 663, 677, 681, 706, 717, 757, 776, 784, 791, 792, 805, 810, 812, 813, 818, 819, 820, 823, 824, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 837, 840, 841, 842, 844, 847, 849, 851, 853, 854, 855, 856, 861, 863, 864, 867, 868, 876], "random": [0, 6, 9, 11, 13, 16, 18, 23, 24, 25, 26, 27, 29, 31, 32, 33, 34, 36, 37, 38, 45, 47, 48, 57, 61, 74, 80, 84, 323, 324, 325, 326, 327, 369, 376, 377, 434, 445, 451, 457, 508, 509, 510, 511, 512, 636, 659, 738, 739, 740, 741, 742, 743, 776, 778, 791, 805, 806, 812, 818, 830, 842, 844, 845, 854, 864, 865, 870], "match": [0, 1, 54, 57, 74, 77, 80, 152, 247, 282, 339, 341, 372, 375, 377, 378, 420, 452, 467, 489, 493, 572, 630, 632, 634, 637, 673, 674, 678, 694, 771, 816, 818, 824, 826, 827, 831, 834, 842, 871, 876], "prevent": [0, 57, 59, 70, 80, 82, 93, 377, 457, 557, 615, 616, 621, 634, 635, 636, 647, 659, 761, 765, 791, 796, 818, 820, 828, 829, 833, 840, 841, 845], "being": [0, 6, 7, 9, 31, 32, 43, 57, 74, 80, 95, 102, 106, 126, 376, 378, 440, 468, 484, 586, 629, 634, 636, 637, 661, 674, 773, 779, 791, 812, 819, 820, 823, 824, 825, 827, 829, 830, 831, 834, 836, 838, 840, 841, 842, 844, 845, 847, 849, 852, 855, 860, 861, 866, 868, 869, 870, 871, 876, 877], "bias": [0, 636, 661], "toward": [0, 57, 64, 80, 87, 247, 294, 345, 357, 372, 378, 387, 490, 525, 632, 639, 707, 812, 816, 818, 819, 834, 849, 866, 870], "legit_sampl": 0, "n": [0, 14, 43, 46, 47, 48, 50, 53, 56, 57, 61, 62, 64, 66, 67, 70, 71, 79, 80, 84, 85, 87, 89, 90, 93, 94, 97, 102, 139, 145, 146, 147, 220, 290, 292, 328, 329, 341, 369, 372, 375, 376, 377, 378, 381, 382, 385, 387, 389, 390, 391, 392, 397, 398, 403, 404, 407, 408, 409, 417, 418, 419, 420, 422, 430, 431, 438, 442, 444, 446, 451, 452, 464, 470, 473, 477, 479, 490, 499, 501, 502, 503, 506, 508, 509, 510, 511, 512, 515, 522, 532, 629, 632, 636, 637, 639, 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31, 64, 247, 335, 336, 372, 614, 632, 634, 710, 813, 814, 817, 820, 826, 828, 829, 831, 840, 841, 842, 844, 852, 854], "sphinx": [1, 814, 826], "websit": [1, 49, 819, 823, 860], "alreadi": [2, 6, 13, 23, 26, 27, 28, 29, 31, 32, 37, 45, 47, 50, 57, 62, 74, 80, 85, 236, 246, 273, 283, 293, 378, 387, 463, 464, 484, 520, 529, 632, 637, 675, 682, 805, 806, 812, 818, 819, 820, 825, 827, 829, 830, 836, 840, 841, 847, 855, 856, 870, 872, 877], "instal": [2, 7, 8, 9, 10, 11, 13, 14, 16, 18, 23, 24, 25, 26, 27, 28, 29, 31, 32, 45, 47, 48, 49, 50, 814, 819, 820, 825, 826, 834, 835], "skip": [2, 5, 47, 57, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 110, 111, 112, 113, 114, 115, 116, 117, 118, 134, 136, 141, 143, 149, 153, 155, 180, 214, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 245, 246, 247, 251, 252, 254, 255, 256, 257, 259, 260, 261, 262, 263, 264, 265, 267, 268, 269, 270, 271, 272, 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16, 18, 22, 23, 24, 25, 26, 27, 28, 29, 32, 641, 718, 728, 729, 818, 819, 820, 829, 835, 844, 853, 856], "mind": [2, 16, 18, 22, 28, 31, 35, 818, 819, 824, 827, 844, 856, 864], "click": [2, 4, 47, 818, 819, 820, 828, 832, 834, 835, 850], "runtim": [2, 4, 5, 8, 11, 12, 13, 24, 31, 34, 45, 46, 822, 837, 844, 847, 870], "restart": [2, 4, 5, 8, 12, 45, 46, 819, 834], "git": [2, 4, 5, 8, 12, 31, 45, 46, 47, 48, 812, 814, 817, 819, 820, 823, 826, 828, 834, 835, 844, 856], "clone": [2, 4, 8, 12, 31, 45, 47, 48, 812, 814, 820, 834, 856], "http": [2, 4, 5, 6, 7, 8, 11, 12, 13, 18, 26, 27, 28, 29, 31, 32, 45, 46, 47, 48, 49, 50, 56, 57, 79, 80, 82, 147, 155, 243, 253, 254, 269, 328, 335, 336, 369, 372, 375, 378, 387, 419, 492, 522, 615, 616, 629, 630, 632, 635, 637, 639, 647, 685, 686, 714, 764, 812, 814, 819, 820, 823, 826, 828, 829, 832, 834, 856, 864], "github": [2, 4, 5, 8, 11, 12, 13, 31, 45, 46, 47, 48, 49, 812, 814, 815, 817, 820, 821, 823, 826, 828, 829, 831, 832, 834, 835, 843, 844, 856, 859, 878], "com": [2, 4, 5, 6, 7, 8, 11, 12, 13, 18, 31, 45, 46, 47, 48, 49, 812, 814, 819, 820, 823, 826, 828, 829, 834, 856], "unifyai": [2, 4, 8, 12, 31, 45, 46, 47, 48, 49, 812, 814, 819, 820, 826, 834, 856], "model": [2, 3, 4, 9, 14, 15, 20, 21, 22, 48, 50, 240, 273, 377, 453, 632, 789, 793, 794, 810, 812, 852, 853, 857, 863, 864, 868, 869, 870, 871, 872, 873, 874, 876, 877], "depth": [2, 4, 6, 8, 12, 46, 53, 57, 61, 76, 80, 84, 141, 375, 378, 411, 471, 545, 557, 629, 634, 636, 654, 655, 820, 828, 852, 853, 854, 856], "repositori": [2, 4, 8, 12, 814, 818, 819, 820, 822, 823, 826, 834, 843, 861], "cd": [2, 4, 8, 12, 31, 48, 812, 814, 819, 820, 834, 856], "resnet": [3, 6, 13, 20, 31, 863, 864], "imag": [3, 4, 6, 7, 11, 13, 16, 20, 28, 31, 32, 45, 46, 47, 48, 49, 50, 57, 61, 79, 80, 84, 102, 220, 221, 222, 223, 226, 229, 238, 241, 243, 245, 254, 255, 256, 261, 263, 276, 283, 284, 286, 287, 291, 375, 394, 395, 411, 412, 413, 415, 545, 632, 634, 636, 649, 650, 651, 652, 653, 656, 657, 658, 792, 812, 819, 834, 847, 849, 850, 852, 854, 856, 863, 864, 870], "classif": [3, 4, 12, 14, 20, 45, 812, 870], "acceler": [3, 20, 812, 829, 841, 868, 872, 873, 874, 875], "convert": [3, 8, 9, 11, 13, 14, 16, 18, 20, 21, 23, 25, 28, 29, 31, 32, 33, 35, 37, 45, 48, 50, 52, 53, 56, 74, 75, 76, 79, 97, 127, 128, 140, 150, 151, 193, 194, 195, 196, 207, 215, 219, 239, 279, 378, 383, 462, 463, 464, 513, 578, 596, 598, 599, 600, 602, 629, 630, 631, 632, 634, 637, 641, 695, 719, 730, 731, 773, 801, 805, 812, 818, 824, 825, 838, 839, 841, 844, 846, 849, 855, 857, 861, 864, 868, 869, 876], "faster": [3, 4, 9, 11, 13, 14, 20, 31, 32, 48, 50, 57, 62, 80, 85, 376, 449, 637, 687, 814, 817, 826, 857, 872, 875], "infer": [3, 6, 7, 9, 11, 13, 14, 20, 24, 34, 36, 37, 46, 48, 50, 53, 57, 58, 61, 64, 76, 80, 81, 84, 87, 126, 128, 131, 135, 136, 140, 143, 149, 158, 159, 160, 161, 162, 312, 313, 375, 378, 382, 411, 496, 510, 556, 590, 591, 629, 630, 634, 636, 639, 659, 706, 801, 802, 822, 825, 829, 830, 844, 849, 854, 864, 868, 869, 872, 874], "mmpretrain": [3, 20], "segment": [3, 20, 57, 80, 330, 331, 332, 369, 826, 831], "unet": [3, 20], "alexnet": [3, 20], "written": [3, 4, 5, 6, 20, 22, 31, 32, 45, 58, 378, 473, 819, 823, 824, 832, 835, 836, 840, 841, 845, 849, 851, 854, 855, 859, 864, 868, 870, 874, 876, 877], "xgboost": [3, 20], "paddlepaddl": [3, 20, 335, 336, 372, 819], "dinov2": [3, 7, 20], "project": [3, 12, 13, 20, 25, 26, 27, 28, 29, 31, 32, 35, 98, 636, 663, 792, 812, 814, 815, 818, 819, 820, 821, 824, 825, 826, 844, 853, 855, 859, 860, 861, 864, 866, 868, 870, 873, 877, 878], "convnext": [3, 6, 11, 20], "video": [4, 8, 11, 12, 13, 16, 18, 22, 23, 24, 25, 26, 27, 28, 29, 32, 812, 813, 818, 819, 820, 823, 824, 825, 827, 828, 829, 830, 831, 832, 833, 835, 836, 837, 838, 839, 840, 841, 842, 844, 845, 847, 856, 868], "tutori": [4, 6, 7, 8, 11, 12, 13, 16, 18, 22, 23, 24, 25, 26, 27, 28, 29, 32, 812, 820, 841, 856], "three": [4, 5, 20, 26, 36, 37, 47, 57, 139, 312, 369, 378, 464, 629, 819, 820, 827, 828, 829, 831, 841, 844, 847, 848, 849, 871, 876], "major": [4, 5, 644, 747, 829, 830, 842, 844, 855, 860, 867, 870], "ml": [4, 5, 6, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 45, 47, 50, 812, 813, 817, 841, 848, 849, 850, 852, 853, 854, 858, 860, 861, 864, 866, 867, 868, 869, 870, 873, 875, 877], "framework": [4, 5, 7, 9, 16, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 33, 34, 35, 36, 38, 45, 47, 49, 52, 58, 170, 192, 202, 205, 216, 543, 559, 563, 595, 598, 630, 631, 634, 641, 720, 771, 773, 777, 784, 789, 796, 801, 802, 812, 815, 816, 818, 819, 822, 823, 824, 825, 826, 828, 829, 830, 831, 833, 834, 836, 837, 838, 840, 841, 844, 845, 847, 848, 849, 851, 854, 855, 856, 857, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 871, 874], "sinc": [4, 8, 12, 28, 29, 31, 32, 45, 47, 57, 80, 98, 372, 812, 814, 819, 820, 823, 824, 825, 826, 827, 828, 829, 830, 833, 840, 841, 855, 860, 870, 876], "automat": [4, 8, 9, 12, 29, 31, 32, 37, 818, 819, 820, 822, 825, 826, 828, 829, 835, 837, 840, 844, 847, 848, 850, 853, 854, 856, 857, 861, 870, 873, 877], "sure": [4, 8, 11, 12, 13, 14, 31, 45, 815, 818, 819, 820, 823, 828, 833, 834, 841, 842, 844, 847, 856], "enabl": [4, 5, 6, 8, 11, 12, 13, 14, 26, 27, 29, 46, 57, 62, 74, 85, 103, 375, 377, 398, 456, 580, 634, 637, 680, 794, 810, 812, 819, 820, 821, 824, 827, 829, 837, 838, 839, 840, 841, 844, 845, 848, 850, 852, 854, 855, 857, 860, 863, 868, 869, 870, 871, 872, 873, 876, 877], "dm": [4, 5, 8, 11, 13, 31, 32, 43, 45], "haiku": [4, 5, 8, 11, 13, 29, 31, 32, 43, 45, 49, 789, 812, 854, 861, 864, 870], "exit": [4, 8, 12, 31, 32, 830], "download": [4, 6, 7, 12, 16, 18, 31, 32, 46, 47, 50, 814, 819, 826, 844, 863, 864], "imagenet": [4, 6, 18, 46, 48, 812], "class": [4, 6, 7, 8, 12, 14, 16, 18, 22, 31, 32, 43, 44, 45, 46, 47, 48, 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, 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24, 34, 860], "readlin": [4, 12, 46], "cat": [4, 7, 12, 46, 842, 847, 849, 854, 863, 864], "jpg": [4, 6, 7, 8, 11, 12, 13, 28, 31, 32, 47, 48, 812, 864], "filenam": [4, 8, 12, 31, 32, 45, 47, 50, 58, 794, 800, 852], "import": [4, 6, 7, 9, 10, 11, 13, 16, 18, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 45, 46, 48, 49, 50, 57, 68, 72, 76, 80, 95, 194, 195, 199, 211, 307, 387, 522, 557, 573, 631, 634, 640, 645, 716, 717, 752, 784, 801, 802, 812, 817, 818, 819, 820, 821, 823, 824, 825, 826, 827, 829, 830, 831, 832, 835, 838, 839, 840, 841, 842, 843, 844, 845, 849, 851, 852, 854, 855, 856, 860, 863, 864, 865, 866, 868, 870, 873, 874, 876], "devic": [4, 6, 7, 8, 9, 11, 12, 13, 46, 47, 50, 53, 57, 66, 74, 76, 80, 89, 102, 105, 106, 107, 126, 127, 128, 130, 131, 132, 135, 136, 137, 138, 140, 141, 142, 143, 145, 146, 147, 148, 149, 193, 194, 195, 196, 197, 198, 199, 200, 201, 206, 207, 208, 209, 211, 212, 213, 214, 215, 217, 219, 312, 313, 328, 329, 369, 382, 472, 508, 509, 511, 512, 536, 550, 551, 629, 634, 643, 738, 739, 740, 741, 771, 773, 774, 789, 791, 792, 793, 794, 795, 796, 797, 798, 810, 812, 820, 822, 825, 829, 833, 837, 838, 842, 844, 845, 847, 849, 854, 855, 856, 857, 860, 869, 870, 872, 873, 874, 875], "torchvis": [4, 6, 11, 12, 45, 861], "transform": [4, 5, 6, 7, 11, 12, 13, 28, 31, 32, 45, 46, 48, 57, 61, 80, 84, 375, 376, 397, 398, 403, 404, 407, 408, 409, 419, 420, 423, 440, 636, 660, 776, 779, 792, 812, 838, 844, 854, 857, 863, 864, 868, 870, 871, 872], "pil": [4, 6, 7, 8, 11, 12, 13, 28, 31, 32, 46, 47, 48, 812, 864], "time": [4, 5, 6, 7, 9, 10, 11, 13, 29, 31, 32, 37, 45, 47, 48, 49, 57, 59, 62, 68, 80, 82, 91, 97, 98, 134, 341, 372, 375, 376, 378, 387, 404, 409, 421, 423, 444, 451, 484, 490, 522, 616, 621, 629, 635, 636, 637, 639, 640, 644, 645, 659, 662, 677, 712, 715, 716, 717, 744, 745, 749, 750, 792, 793, 794, 810, 818, 819, 820, 823, 825, 827, 828, 829, 831, 834, 836, 837, 838, 840, 841, 844, 845, 849, 852, 854, 855, 856, 859, 860, 861, 863, 864, 868, 870, 871, 874, 875, 876], "filterwarn": [4, 5], "ignor": [4, 5, 44, 52, 53, 57, 74, 80, 139, 375, 376, 378, 387, 399, 400, 401, 430, 438, 446, 486, 487, 491, 530, 629, 636, 641, 663, 729, 730, 796, 819, 826, 828, 831, 844, 855, 876], "compos": [4, 6, 7, 11, 12, 31, 32, 45, 57, 80, 375, 389, 390, 391, 392, 819, 827, 841, 844, 863, 865, 870, 877], "resiz": [4, 6, 7, 8, 11, 12, 45, 46, 57, 80, 375, 411, 847], "centercrop": [4, 12], "224": [4, 6, 7, 12, 16, 18, 31, 32, 45, 46, 48, 812, 864], "totensor": [4, 6, 7, 11, 12, 45], "485": [4, 12, 45], "456": [4, 12, 45, 844], "406": [4, 12, 45, 57, 80, 397, 540, 634], "229": [4, 12, 45, 279, 632], "225": [4, 12, 45, 47, 234, 632], "torch_img": [4, 8, 12], "unsqueez": [4, 8, 11, 12], "img": [4, 8, 12, 28, 31, 32, 45, 46, 47, 49, 812, 852, 864], "ipython": [4, 8, 12, 26, 27, 28, 29, 31, 32, 50], "displai": [4, 8, 12, 28, 31, 32, 45, 46, 47, 49, 50, 819, 826, 828, 833, 844, 852], "end": [4, 8, 45, 46, 57, 80, 126, 228, 284, 353, 372, 375, 377, 378, 423, 452, 474, 484, 486, 487, 629, 632, 806, 812, 819, 820, 825, 828, 834, 840, 845, 847, 848, 855, 868, 873], "set_default_devic": [4, 5, 6, 8, 11, 12, 13, 217, 631, 830], "ivy_model": [4, 5, 8, 12, 48], "ivy_alexnet": 4, "quick": [4, 20, 32, 820, 822, 842, 853], "trace_graph": [4, 5, 8, 12, 24, 25, 26, 27, 31, 32, 34, 35, 36, 37, 38, 39, 48, 794, 812, 849, 854, 862], "moment": [4, 57, 59, 80, 82, 376, 433, 615, 616, 621, 635, 796, 810, 818, 825, 855, 863, 864], "cost": [4, 59, 82, 615, 616, 619, 621, 622, 623, 635, 640, 715, 716, 717, 806, 829, 847, 868], "arg": [4, 6, 8, 9, 10, 11, 12, 16, 18, 26, 27, 29, 31, 32, 36, 37, 38, 49, 52, 74, 96, 106, 122, 203, 213, 601, 628, 629, 631, 634, 771, 773, 788, 789, 792, 793, 794, 798, 801, 805, 810, 812, 824, 829, 830, 833, 839, 840, 841, 847, 849, 853, 863, 864, 865], "asarrai": [4, 5, 8, 11, 12, 46, 53, 57, 58, 69, 76, 80, 81, 92, 127, 385, 514, 515, 545, 556, 560, 561, 591, 592, 593, 629, 634, 636, 645, 646, 650, 750, 754, 833, 838, 841, 842], "cuda": [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 22, 31, 46, 47, 50, 53, 57, 66, 76, 80, 89, 137, 138, 141, 193, 194, 195, 211, 382, 508, 509, 511, 512, 629, 631, 637, 643, 688, 738, 739, 740, 741, 791, 792, 793, 794, 795, 796, 797, 810, 849, 855, 857, 875], "output": [4, 5, 7, 8, 9, 10, 12, 22, 28, 29, 31, 32, 44, 45, 46, 48, 51, 53, 54, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 92, 93, 94, 102, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 126, 127, 128, 129, 130, 131, 132, 133, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 148, 149, 152, 154, 179, 213, 214, 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, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 317, 318, 322, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 364, 365, 366, 367, 369, 372, 374, 375, 376, 377, 378, 381, 382, 383, 385, 387, 388, 389, 390, 391, 392, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 407, 408, 409, 411, 412, 413, 414, 417, 419, 420, 421, 423, 424, 426, 427, 428, 430, 432, 435, 436, 438, 441, 442, 443, 444, 446, 447, 450, 452, 453, 454, 455, 456, 457, 458, 459, 460, 467, 468, 469, 472, 474, 475, 476, 477, 478, 481, 482, 483, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 496, 497, 498, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 515, 520, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 539, 540, 541, 545, 546, 547, 549, 553, 562, 569, 576, 577, 578, 602, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 629, 630, 631, 632, 634, 635, 636, 637, 638, 639, 641, 642, 643, 644, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 666, 667, 668, 669, 670, 671, 673, 674, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 686, 688, 689, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 709, 710, 711, 712, 714, 731, 737, 738, 739, 740, 741, 743, 744, 745, 746, 747, 748, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 771, 776, 791, 792, 805, 806, 812, 814, 819, 820, 822, 823, 824, 826, 827, 829, 830, 831, 832, 835, 836, 837, 838, 839, 840, 841, 842, 844, 845, 846, 849, 851, 853, 854, 855, 857, 863, 864, 871], "softmax": [4, 6, 7, 12, 16, 29, 31, 32, 47, 51, 61, 72, 73, 84, 377, 454, 626, 636, 663, 666, 788, 812], "pass": [4, 6, 7, 8, 11, 12, 13, 14, 16, 18, 22, 29, 31, 32, 38, 44, 45, 47, 49, 50, 56, 57, 72, 74, 79, 80, 95, 103, 122, 123, 125, 157, 179, 194, 213, 228, 274, 375, 377, 378, 381, 382, 387, 421, 454, 474, 501, 503, 508, 528, 529, 562, 628, 630, 631, 632, 634, 640, 715, 716, 771, 773, 777, 784, 789, 793, 794, 796, 797, 801, 805, 810, 812, 816, 818, 820, 823, 824, 825, 827, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 844, 847, 855, 863, 864, 865, 868], "argsort": [4, 12, 69, 92, 646, 755, 841], "descend": [4, 12, 69, 92, 637, 646, 687, 688, 753, 756], "top": [4, 12, 15, 20, 29, 31, 32, 45, 46, 57, 64, 80, 319, 369, 377, 378, 452, 494, 545, 634, 700, 812, 819, 820, 829, 834, 841, 843, 844, 847, 852, 853, 870, 874], "logit": [4, 5, 6, 7, 8, 12, 45, 46, 47, 48, 57, 63, 80, 86, 367, 382, 508, 511, 638, 696, 698, 788, 812, 863], "gather": [4, 12, 45, 57, 58, 80, 81, 330, 331, 332, 369, 553, 555, 634, 877], "to_list": [4, 12, 58, 81, 634], "arrai": [4, 5, 6, 7, 9, 10, 12, 13, 14, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 38, 43, 44, 45, 46, 47, 49, 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, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 97, 98, 100, 103, 106, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 152, 153, 154, 155, 158, 159, 160, 161, 162, 163, 165, 168, 169, 171, 172, 173, 175, 177, 178, 179, 180, 186, 196, 197, 201, 206, 208, 210, 213, 214, 218, 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, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 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, 361, 362, 363, 367, 369, 372, 373, 375, 376, 377, 378, 381, 382, 383, 385, 387, 388, 389, 390, 391, 392, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 407, 408, 409, 411, 412, 413, 414, 415, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 467, 468, 469, 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, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 537, 538, 540, 541, 544, 545, 546, 547, 548, 549, 552, 553, 554, 555, 556, 558, 559, 560, 561, 562, 564, 565, 566, 567, 568, 569, 571, 572, 574, 575, 576, 577, 578, 580, 581, 587, 588, 590, 591, 592, 593, 594, 595, 597, 598, 599, 600, 601, 602, 610, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 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, 716, 717, 718, 719, 720, 721, 724, 725, 726, 727, 730, 731, 735, 736, 737, 738, 739, 740, 741, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 771, 773, 778, 784, 791, 792, 793, 794, 797, 801, 805, 806, 808, 812, 816, 818, 819, 820, 822, 825, 826, 827, 829, 830, 831, 832, 833, 834, 837, 838, 839, 840, 841, 842, 844, 845, 846, 847, 848, 849, 850, 852, 853, 854, 855, 857, 864, 865, 868, 869, 870, 872, 876, 877], "282": [4, 12], "281": [4, 12, 45, 47], "285": [4, 12, 80], "64773697": 4, "29496649": 4, "04526037": 4, "tiger": [4, 12], "tabbi": [4, 7, 12], "egyptian": [4, 12], "torch_alexnet": 4, "alexnet_weight": 4, "imagenet1k_v1": [4, 12], "dropout": [4, 61, 84, 375, 399, 400, 401, 636, 661, 663, 666, 792, 852], "torch_output": [4, 8, 9, 12], "dim": [4, 12, 47, 57, 74, 76, 80, 141, 313, 369, 375, 378, 393, 403, 404, 405, 408, 416, 474, 496, 629, 636, 649, 656, 657, 662, 778, 792, 812, 829, 841, 842, 847], "torch_class": [4, 12], "torch_logit": [4, 12], "tensor": [4, 5, 6, 9, 11, 12, 13, 16, 18, 22, 23, 26, 27, 29, 31, 32, 33, 37, 43, 45, 53, 56, 57, 58, 61, 62, 63, 64, 66, 70, 74, 76, 79, 80, 81, 84, 85, 86, 87, 89, 93, 96, 129, 137, 138, 141, 147, 163, 179, 271, 272, 302, 319, 323, 324, 325, 326, 327, 328, 337, 360, 367, 369, 372, 375, 376, 377, 378, 387, 388, 394, 395, 398, 402, 411, 412, 413, 414, 421, 423, 425, 432, 433, 434, 435, 438, 440, 442, 444, 445, 448, 450, 451, 452, 454, 457, 458, 474, 477, 482, 485, 486, 487, 488, 491, 496, 497, 528, 533, 576, 577, 629, 630, 632, 634, 636, 637, 638, 639, 643, 647, 659, 662, 663, 678, 689, 696, 706, 708, 738, 761, 792, 801, 806, 810, 812, 824, 825, 829, 830, 834, 836, 837, 840, 841, 842, 844, 845, 847, 849, 851, 852, 854, 855, 857, 859, 863, 864, 865, 867, 868, 871, 873, 874, 877], "6477": 4, "2950": 4, "0453": 4, "grad_fn": [4, 12, 29, 43, 618, 625, 635, 852], "takebackward0": [4, 12], "great": [4, 7, 8, 812, 820, 844, 849, 851, 860, 861, 876], "simpl": [4, 7, 16, 20, 21, 23, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 43, 45, 47, 50, 57, 80, 387, 522, 778, 792, 806, 812, 818, 819, 820, 824, 826, 827, 829, 830, 831, 832, 837, 840, 841, 844, 845, 847, 851, 853, 854, 855, 857, 859, 863, 864, 869, 870, 871, 872], "let": [4, 5, 6, 7, 8, 9, 11, 13, 14, 16, 18, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 38, 43, 45, 46, 48, 50, 58, 70, 81, 220, 221, 222, 223, 226, 229, 238, 241, 243, 245, 254, 255, 256, 261, 263, 276, 284, 286, 287, 291, 552, 553, 632, 634, 637, 647, 691, 761, 763, 764, 765, 766, 812, 818, 821, 824, 826, 827, 828, 829, 830, 831, 832, 833, 834, 841, 842, 844, 845, 846, 847, 849, 851, 852, 853, 854, 861, 863, 864, 877], "ll": [4, 6, 7, 8, 9, 11, 13, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 46, 812, 813, 815, 816, 818, 819, 820, 821, 826, 831, 834, 835, 839, 840, 852, 856, 861, 863, 864], "try": [4, 6, 7, 23, 33, 43, 46, 50, 74, 601, 634, 791, 801, 812, 818, 819, 820, 823, 824, 827, 828, 829, 833, 835, 840, 842, 849, 851, 855, 858, 860, 861, 865], "tf": [4, 6, 8, 9, 10, 13, 16, 18, 23, 26, 27, 29, 31, 32, 33, 34, 36, 38, 43, 48, 49, 789, 812, 824, 829, 830, 836, 840, 841, 844, 845, 847, 849, 854, 855, 857, 863, 864, 865, 870], 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820, 823, 825, 828, 829, 831, 838, 840, 841, 844, 845, 866, 870, 876], "again": [4, 8, 25, 26, 34, 35, 36, 37, 637, 685, 820, 824, 825, 826, 827, 831, 833, 835, 840, 841, 844, 845, 847, 852, 854, 855, 860, 861, 875, 876], "speed": [4, 11, 13, 14, 31, 32, 45, 50, 58, 81, 569, 634, 844, 859, 873], "repeat": [4, 5, 25, 35, 57, 58, 64, 80, 81, 87, 375, 378, 387, 404, 409, 473, 522, 547, 634, 639, 640, 712, 716, 717, 805, 820, 824, 825, 831, 832, 840, 844], "previou": [4, 14, 24, 25, 26, 28, 34, 35, 36, 38, 59, 80, 82, 187, 188, 189, 190, 191, 364, 374, 375, 421, 602, 604, 605, 606, 607, 609, 610, 612, 616, 621, 630, 634, 635, 791, 809, 819, 820, 823, 825, 828, 830, 836, 841, 844, 847, 854, 855, 873], "trace": [4, 5, 6, 8, 11, 12, 13, 20, 21, 25, 28, 31, 34, 36, 37, 49, 58, 62, 74, 81, 85, 564, 565, 568, 579, 588, 603, 611, 634, 637, 773, 784, 794, 796, 810, 812, 823, 827, 829, 841, 846, 847, 849, 854, 855, 862, 863, 864, 871, 876], "026875037000081647": 4, "overrid": [4, 8, 37, 46, 53, 57, 76, 80, 141, 387, 522, 629, 824, 826], "prealloc": [4, 8], "temporari": [4, 8, 589, 612, 634, 806, 829, 846], "fix": [4, 8, 47, 57, 80, 97, 98, 372, 375, 376, 421, 451, 636, 663, 812, 816, 819, 820, 823, 829, 835, 844, 845], "until": [4, 8, 806, 820, 840, 849, 855, 860, 863, 877], "o": [4, 8, 44, 45, 46, 47, 49, 572, 634, 636, 663, 812, 819, 822, 828, 849, 856], "environ": [4, 8, 13, 26, 27, 28, 29, 46, 49, 812, 813, 820, 856, 870, 872], "xla_python_client_alloc": [4, 8], "platform": [4, 6, 8, 14, 26, 27, 29, 814, 817, 819, 826, 868, 872, 874], "jit": [4, 11, 13, 31, 34, 849, 855, 863, 870], "img_jax": [4, 8], "device_put": [4, 11], "warm": 4, "_": [4, 9, 10, 11, 13, 14, 31, 44, 45, 56, 57, 74, 79, 80, 82, 98, 155, 243, 245, 253, 254, 269, 335, 336, 372, 375, 378, 387, 419, 448, 451, 492, 522, 545, 615, 616, 630, 632, 634, 635, 637, 639, 641, 647, 685, 686, 688, 714, 725, 764, 812, 820, 828, 829, 832, 840, 844, 852], "0022192720000475674": 4, "64773613": 4, "29496723": 4, "exact": [4, 57, 73, 74, 110, 375, 377, 411, 416, 456, 457, 645, 749, 751, 778, 788, 819, 820, 823, 831, 849], "note": [4, 6, 8, 14, 27, 31, 32, 37, 46, 47, 48, 57, 58, 62, 64, 68, 80, 85, 87, 97, 134, 147, 179, 247, 282, 283, 290, 328, 329, 349, 369, 372, 375, 376, 378, 398, 429, 434, 444, 445, 451, 474, 492, 630, 632, 636, 637, 639, 645, 647, 663, 672, 673, 684, 685, 687, 706, 710, 750, 752, 761, 792, 806, 810, 816, 818, 819, 820, 824, 829, 831, 832, 835, 840, 841, 842, 844, 845, 847], "were": [4, 8, 48, 74, 77, 168, 172, 173, 247, 632, 636, 663, 818, 819, 820, 829, 833, 835, 839, 840, 842, 844, 845, 847, 849, 863, 870, 871, 876], "function": [4, 6, 7, 9, 10, 14, 16, 18, 20, 21, 23, 24, 25, 26, 27, 28, 29, 33, 34, 35, 36, 37, 38, 39, 48, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 102, 103, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 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771, 773, 777, 805, 806, 825, 826, 828, 829, 830, 833, 841, 849, 852], "simplest": [22, 819, 831, 844, 847], "interact": [22, 31, 46, 49, 818, 869, 870, 875], "submodul": [22, 31, 45, 47, 102, 103, 626, 627, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 788, 789, 791, 792, 794, 795, 796, 797, 818, 819, 820, 823, 826, 828, 830, 834, 837, 838, 844, 848, 849, 853, 857], "likewis": [22, 27, 31, 38, 812, 820, 827, 829, 832, 836, 837, 841, 847, 852, 863, 864, 876], "nativearrai": [22, 31, 32, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 68, 70, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 102, 106, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 127, 128, 129, 131, 136, 137, 138, 139, 140, 141, 143, 145, 146, 149, 152, 153, 154, 155, 158, 159, 160, 161, 162, 163, 165, 168, 171, 172, 173, 175, 177, 179, 180, 186, 196, 197, 213, 214, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 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755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 797, 824, 827, 831, 833, 836, 837, 838, 840, 841, 845, 846, 849, 851, 857], "alia": [22, 31, 335, 336, 372, 627, 818, 841, 862, 865], "lastli": [22, 31, 824], "subclass": [22, 31, 32, 838, 841, 847, 864], "dict": [22, 31, 32, 45, 49, 52, 58, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 103, 110, 111, 112, 113, 114, 115, 116, 117, 118, 123, 125, 134, 136, 141, 143, 149, 153, 155, 166, 167, 168, 172, 173, 180, 196, 199, 200, 214, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 245, 246, 247, 251, 252, 254, 255, 256, 257, 259, 260, 261, 262, 263, 264, 265, 267, 268, 269, 270, 271, 272, 273, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 294, 295, 296, 297, 298, 299, 302, 303, 304, 305, 306, 307, 309, 310, 311, 313, 325, 334, 335, 336, 337, 338, 340, 342, 350, 351, 357, 359, 361, 362, 363, 369, 378, 398, 399, 400, 401, 419, 452, 453, 454, 455, 456, 457, 458, 459, 462, 463, 464, 468, 469, 484, 490, 492, 493, 494, 496, 501, 503, 504, 505, 507, 509, 522, 523, 524, 525, 534, 535, 537, 538, 540, 541, 545, 546, 547, 548, 549, 550, 551, 552, 553, 556, 558, 560, 561, 562, 564, 565, 568, 572, 576, 577, 591, 592, 593, 595, 597, 599, 600, 613, 624, 628, 630, 631, 634, 641, 650, 651, 652, 653, 659, 660, 666, 667, 668, 673, 674, 675, 676, 677, 678, 680, 682, 684, 685, 691, 696, 697, 698, 699, 703, 706, 707, 708, 709, 710, 713, 714, 718, 719, 721, 724, 725, 726, 727, 729, 730, 731, 735, 736, 738, 739, 740, 741, 743, 746, 749, 750, 751, 752, 753, 757, 758, 761, 763, 764, 766, 767, 768, 773, 774, 789, 792, 794, 801, 806, 824, 827, 852, 853, 857, 863, 864, 865], "recurs": [22, 31, 32, 45, 47, 52, 74, 75, 166, 167, 199, 200, 376, 448, 550, 551, 557, 630, 631, 634, 641, 718, 719, 722, 728, 729, 730, 771, 819, 823, 826, 827, 834, 837, 840, 853, 855], "fashion": [22, 778, 844, 864], "native_arrai": [22, 31, 32, 53, 54, 56, 76, 78, 79, 80, 81, 85, 92, 110, 113, 136, 139, 141, 143, 149, 152, 153, 154, 155, 163, 168, 175, 197, 206, 214, 230, 234, 239, 240, 241, 243, 247, 251, 259, 260, 268, 273, 276, 279, 282, 287, 335, 336, 363, 372, 377, 378, 458, 484, 490, 494, 534, 537, 564, 565, 568, 599, 626, 629, 630, 631, 632, 634, 636, 637, 638, 639, 643, 644, 647, 648, 650, 651, 658, 666, 669, 673, 674, 679, 680, 684, 688, 689, 691, 694, 696, 698, 699, 706, 738, 747, 756, 762, 765, 767, 773, 783, 801, 816, 834, 842, 844], "data_class": [22, 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, 101, 102, 103, 105, 106, 107, 395, 396, 545, 549, 687, 712], "low": [22, 31, 34, 50, 57, 61, 66, 80, 84, 89, 375, 418, 422, 636, 643, 649, 650, 651, 652, 654, 656, 658, 739, 741, 778, 827, 833, 840, 841, 847, 849, 866, 868, 870, 871, 872, 874, 876], "c": [22, 31, 37, 46, 47, 53, 57, 58, 59, 61, 64, 70, 76, 77, 79, 80, 81, 82, 84, 85, 87, 91, 93, 97, 98, 116, 127, 128, 138, 141, 165, 168, 223, 234, 240, 241, 261, 262, 264, 273, 276, 284, 291, 375, 376, 378, 381, 387, 389, 390, 391, 392, 403, 408, 424, 426, 428, 429, 431, 443, 462, 463, 464, 474, 492, 496, 501, 502, 503, 506, 524, 537, 545, 546, 547, 548, 556, 560, 561, 591, 600, 615, 616, 619, 621, 622, 623, 626, 629, 630, 632, 634, 635, 636, 637, 639, 641, 644, 645, 647, 650, 651, 652, 653, 654, 655, 657, 672, 674, 676, 706, 710, 718, 721, 725, 726, 727, 729, 730, 735, 736, 747, 752, 758, 759, 764, 766, 795, 805, 806, 813, 819, 822, 825, 826, 827, 831, 837, 839, 848, 849, 850, 852, 855, 857, 858, 860, 861, 864, 866, 870, 874, 875, 877], "fundament": [22, 31, 828, 841, 847, 849, 859, 870], "signatur": [22, 31, 378, 387, 484, 522, 829, 830, 831, 832, 836, 840, 844, 845, 847, 860, 867, 876], "matmul": [22, 31, 32, 48, 62, 85, 376, 446, 614, 634, 637, 687, 825, 844, 845, 849], "to_n": [22, 31, 32, 43, 52, 75, 849], "jaxlib": [22, 28, 46, 801, 819, 824, 829, 830, 836, 845, 849, 851], "xla_extens": [22, 28, 801, 824, 829, 830, 836, 845, 849, 851], "arrayimpl": [22, 28, 801], "disabl": [22, 31, 57, 80, 378, 492, 794, 810, 826], "array_mod": [22, 31, 578, 602, 634, 846], "set_array_mod": [22, 31, 602, 634, 846], "ultim": [22, 31, 863], "sigmoid": [22, 31, 32, 43, 51, 57, 73, 80, 301, 367, 382, 508, 626, 788, 849, 852, 853], "z": [22, 31, 32, 44, 45, 53, 56, 57, 58, 62, 63, 66, 68, 70, 76, 79, 80, 81, 85, 86, 87, 89, 93, 102, 103, 137, 138, 140, 141, 201, 223, 224, 228, 230, 233, 235, 240, 251, 252, 255, 256, 257, 259, 260, 265, 267, 269, 270, 271, 272, 280, 289, 300, 301, 335, 336, 338, 367, 372, 377, 387, 453, 455, 456, 457, 458, 459, 465, 469, 480, 521, 522, 525, 532, 537, 549, 552, 553, 560, 561, 577, 590, 592, 593, 601, 614, 629, 631, 632, 634, 637, 638, 639, 641, 643, 644, 645, 647, 668, 677, 682, 683, 687, 694, 696, 697, 698, 699, 721, 725, 727, 735, 739, 740, 741, 744, 749, 759, 760, 762, 763, 764, 791, 812, 825, 827, 830, 831, 849, 851, 863], "divid": [22, 27, 31, 32, 48, 56, 57, 58, 64, 74, 79, 80, 87, 102, 103, 247, 381, 454, 501, 502, 503, 506, 592, 632, 634, 639, 708, 824, 827, 831, 835, 844], "exp": [22, 31, 32, 56, 57, 79, 80, 116, 118, 245, 265, 278, 301, 367, 375, 377, 403, 408, 457, 626, 632, 637, 685, 839, 841], "entir": [22, 31, 32, 34, 47, 57, 70, 71, 74, 80, 81, 93, 94, 213, 243, 245, 285, 286, 335, 336, 372, 375, 378, 387, 399, 400, 401, 484, 525, 558, 631, 632, 647, 648, 760, 761, 762, 763, 764, 765, 766, 767, 768, 792, 806, 818, 819, 820, 823, 824, 827, 829, 831, 833, 840, 841, 842, 844, 847, 849, 852, 853, 854, 855, 860, 861, 864, 870, 876, 877], "congratul": [22, 28], "independ": [22, 32, 57, 66, 80, 89, 223, 240, 273, 283, 381, 382, 506, 508, 632, 637, 643, 668, 686, 738, 812, 823, 829, 831, 838, 849, 854, 864, 868], "div": [23, 24, 25, 26, 27, 31, 32, 33, 34, 35, 36, 37, 38, 865], "sub": [23, 24, 25, 26, 27, 31, 32, 33, 34, 35, 36, 37, 38, 57, 62, 64, 74, 75, 79, 80, 81, 85, 87, 103, 272, 376, 378, 387, 430, 470, 479, 499, 528, 529, 557, 634, 637, 639, 640, 671, 691, 708, 715, 716, 717, 818, 820, 822, 827, 833, 841, 842, 844, 851, 852, 853, 865, 866], "with_numpi": 23, "reproduc": [23, 48, 61, 84, 636, 659, 776, 777, 778, 779, 784, 816, 823, 834], "x_": [23, 33, 98, 284, 632, 865], "66391283": 23, "12516928": 23, "38367081": 23, "03102401": 23, "76419425": 23, "52797794": 23, "90346956": 23, "61316347": 23, "27585283": 23, "66309303": 23, "ivy_repo": 23, "sever": [23, 24, 33, 34, 36, 37, 38, 57, 80, 97, 375, 376, 389, 390, 391, 392, 444, 776, 819, 820, 845, 855, 868, 874], "pro": [23, 24, 25, 33, 34, 35, 36, 37, 38], "pick": [24, 34, 791], "trigger": [24, 34, 794, 818, 835], "unif": [24, 26, 27, 34, 36, 813, 851, 860, 866, 876], "55563945": 24, "65538704": 24, "14150524": 24, "46951997": 24, "30220294": 24, "14739668": 24, "57017946": 24, "91962677": 24, "51029003": 24, "59644395": 24, "constitu": [24, 34, 74, 854], "5556394": 24, "655387": 24, "1415051": 24, "4695197": 24, "3022028": 24, "1473966": 24, "5701794": 24, "91962665": 24, "51028997": 24, "5964439": 24, "985": 24, "000": [24, 79, 274, 776, 816, 828, 834], "On": [24, 31, 32, 819, 829, 830, 835, 841, 844, 847, 850, 854], "hand": [24, 56, 376, 446, 776, 812, 823, 829, 830, 835, 837, 844, 855], "learnt": [25, 35], "ivy_norm": 25, "jax_norm": [25, 31, 32], "wider": [25, 35, 585, 608, 634, 829, 846, 876], "avoid": [25, 35, 37, 57, 64, 80, 240, 245, 247, 263, 273, 377, 378, 381, 454, 462, 463, 464, 470, 472, 474, 475, 476, 479, 483, 490, 499, 501, 502, 503, 539, 555, 557, 580, 585, 608, 632, 634, 639, 702, 703, 704, 706, 708, 709, 711, 713, 778, 779, 819, 820, 825, 826, 827, 828, 829, 833, 838, 841, 844, 845, 846, 847, 870], "act": [25, 35, 57, 80, 298, 363, 373, 820, 831, 846, 855, 877], "shorthand": [25, 35, 37, 844], "pair": [25, 35, 45, 57, 61, 80, 84, 228, 247, 320, 362, 369, 372, 375, 409, 418, 420, 422, 632, 636, 637, 649, 650, 651, 652, 654, 656, 658, 666, 668, 806], "93968587": 25, "26075466": 25, "22723222": 25, "06276492": 25, "47426987": 25, "72835908": 25, "71737559": 25, "50411096": 25, "65419174": 25, "15576624": 25, "implic": [25, 35, 36, 39, 827], "satisfi": [26, 27, 28, 29, 45, 47, 50, 57, 375, 376, 398, 430, 829, 831], "fw": [26, 27, 28, 29, 61, 84, 387, 522, 636, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 773, 819, 844], "mxnet": [26, 27, 28, 29, 209, 631, 801, 818, 819, 860, 877], "einop": [26, 27, 28, 29, 45, 47, 50, 58, 81, 545, 546, 547, 634, 829, 860], "miniconda": [26, 27, 28, 29], "multienv": [26, 27, 28, 29], "site": [26, 27, 28, 29, 871], "psutil": [26, 27, 28, 29, 45, 47, 50], "termcolor": [26, 27, 28, 29, 45, 47, 50, 74, 103], "colorama": [26, 27, 28, 29, 45, 47], "535": [26, 27, 28, 29, 51, 73, 118, 626, 833], "diskcach": [26, 27, 28, 29, 45], "auth": [26, 27, 28, 29], "urllib3": [26, 27, 28, 29, 45], "pyvi": [26, 27, 28, 29, 31, 32], "dill": [26, 27, 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877], "lazili": [26, 27, 28, 31, 32, 36, 38, 49, 812, 863, 864, 865], "actual": [26, 36, 816, 820, 822, 828, 834, 837, 838, 840, 841, 842, 844, 847, 848, 853, 855, 871, 876], "occur": [26, 31, 32, 36, 49, 54, 56, 68, 77, 79, 91, 155, 274, 290, 630, 632, 644, 645, 744, 745, 749, 750, 751, 752, 823, 828, 830, 833, 846], "altern": [26, 36, 46, 57, 80, 85, 97, 98, 334, 342, 343, 344, 348, 350, 351, 352, 353, 355, 356, 357, 361, 362, 372, 818, 819, 826, 840, 852, 873], "assum": [26, 27, 36, 37, 38, 53, 56, 57, 58, 61, 62, 63, 79, 80, 81, 84, 85, 86, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 142, 143, 144, 145, 146, 148, 149, 155, 171, 175, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 240, 241, 243, 245, 246, 247, 251, 252, 253, 254, 255, 256, 257, 260, 262, 263, 264, 265, 267, 268, 269, 270, 273, 275, 276, 277, 278, 280, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 313, 329, 335, 336, 338, 341, 359, 369, 372, 375, 376, 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"36452447": [26, 27], "98795534": [26, 27], "15493582": [26, 27], "91630631": [26, 27], "41939619": [26, 27], "78909753": [26, 27], "19475674": [26, 27], "norm_trac": 26, "norm_tran": [26, 36], "know": [26, 27, 36, 37, 38, 68, 645, 749, 750, 751, 752, 812, 814, 818, 820, 830, 838, 842, 844, 847, 861, 865, 871], "07": [27, 45, 47, 59, 63, 79, 82, 86, 89, 228, 261, 264, 265, 284, 375, 407, 605, 615, 616, 618, 619, 620, 621, 632, 634, 635, 638, 697, 698, 740, 793, 796, 853], "981554": 27, "happen": [27, 31, 32, 292, 632, 812, 819, 820, 821, 830, 840, 844, 852, 861, 863, 864], "wherea": [27, 38, 80, 375, 421, 820, 824, 827, 829, 830, 831, 836, 837, 844, 854, 867], "subtract": [27, 31, 32, 56, 79, 102, 103, 134, 378, 484, 629, 632, 824, 827, 831], "filelock": [28, 45], "extens": [28, 45, 56, 62, 79, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 139, 142, 143, 144, 145, 146, 148, 149, 155, 165, 168, 180, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 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367, 372, 375, 378, 412, 413, 414, 421, 498, 534, 629, 634, 818, 820, 823, 825, 826, 828, 829, 831, 835, 836, 837, 838, 840, 841, 842, 844, 849, 851, 853, 863, 864, 865, 870], "jax_kornia": [28, 31, 32, 812, 864], "though": [28, 817, 818, 820, 829, 830, 832, 837, 840, 841, 847, 852, 855], "000000000034": [28, 31, 32, 812, 864], "raw_img": [28, 31, 32, 812, 864], "sharp": [28, 31, 32, 812], "prefer": [28, 31, 32, 247, 632, 819, 827, 833, 834, 838, 841, 856, 870], "whole": [29, 57, 80, 378, 381, 491, 504, 505, 507, 820, 826, 835], "full": [29, 57, 62, 80, 84, 85, 97, 98, 100, 165, 252, 260, 323, 324, 325, 326, 327, 369, 376, 377, 378, 449, 450, 456, 457, 485, 488, 579, 588, 603, 611, 629, 630, 632, 634, 636, 637, 651, 653, 654, 655, 657, 680, 684, 686, 687, 777, 784, 812, 819, 820, 826, 829, 832, 833, 836, 837, 841, 844, 847, 849, 855, 860, 861, 868, 870, 876], "complex": [29, 31, 32, 45, 51, 56, 57, 62, 70, 73, 77, 79, 80, 85, 93, 110, 111, 112, 113, 114, 115, 116, 117, 118, 142, 143, 158, 172, 181, 187, 220, 221, 222, 223, 224, 225, 226, 229, 237, 238, 240, 241, 243, 245, 253, 254, 255, 256, 257, 261, 262, 263, 264, 273, 275, 276, 278, 280, 283, 284, 285, 286, 287, 290, 291, 295, 300, 301, 303, 338, 343, 344, 367, 372, 375, 376, 387, 398, 409, 419, 420, 424, 429, 430, 431, 442, 444, 530, 531, 592, 593, 626, 629, 630, 632, 634, 637, 644, 647, 672, 673, 674, 678, 685, 687, 689, 691, 694, 747, 762, 763, 765, 777, 788, 806, 815, 818, 821, 826, 829, 831, 838, 841, 844, 845, 847, 852, 853, 854, 855, 857, 864, 866, 868, 870, 872, 876, 877], "neccessari": 29, "set_random_se": [29, 48], "301436": 29, "_c": 29, "0x7f252c392390": 29, "flatten": [29, 31, 32, 45, 47, 50, 57, 58, 62, 64, 67, 68, 80, 81, 85, 87, 90, 91, 340, 356, 372, 376, 378, 387, 427, 473, 483, 487, 492, 493, 496, 498, 520, 527, 528, 529, 530, 531, 532, 545, 549, 634, 637, 639, 644, 645, 675, 682, 694, 700, 705, 707, 744, 745, 749, 750, 751, 752, 771, 773, 812, 840, 847], "keyword": [29, 31, 32, 47, 49, 52, 53, 57, 74, 80, 103, 139, 274, 375, 378, 387, 423, 484, 522, 536, 539, 572, 601, 629, 632, 634, 637, 641, 647, 688, 724, 765, 771, 773, 777, 793, 794, 805, 818, 824, 827, 829, 830, 838, 840, 841, 842, 844, 845, 847, 852, 863, 864, 865], "input_arrai": [29, 31, 32, 840], "torch_model": [29, 31, 32, 49], "159": [29, 73, 110, 626, 636, 660], "thank": [29, 852, 860], "fledg": [29, 819, 849, 850], "output_arrai": [29, 31, 32, 57, 454], "0893": 29, "1504": 29, "1372": 29, "0991": 29, "0867": 29, "0851": 29, "0911": 29, "0804": 29, "0926": 29, "0881": 29, "softmaxbackward0": 29, "furthermor": 29, "relat": [29, 247, 632, 812, 814, 817, 818, 819, 820, 826, 833, 841, 844, 845, 846, 847, 864, 873], "continu": [29, 31, 32, 47, 125, 287, 295, 367, 628, 632, 812, 817, 818, 819, 822, 823, 834, 840, 843, 844, 855, 860, 861, 870], "regress": [30, 870, 877], "checkout": [31, 46, 820, 823, 844], "f705efe7cb5d18df17ce6c1e20f04d0eb4933f48": 31, "theoret": 31, "aspect": [31, 32, 813, 839, 852, 870], "easiest": [31, 812, 814, 819, 856], "defer": [31, 32, 818, 824, 829, 830, 837, 840, 841, 844, 876], "similarli": [31, 44, 139, 147, 223, 328, 335, 336, 369, 372, 629, 632, 825, 829, 841, 847, 851, 876], "essenc": [31, 871, 876], "becom": [31, 57, 80, 97, 346, 372, 378, 464, 639, 699, 801, 820, 821, 827, 829, 831, 833, 840, 855, 859, 861, 863], "slide": [31, 57, 61, 80, 84, 375, 394, 395, 396, 412, 413, 414, 415, 418, 422, 636, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 792], "regressor": [31, 32, 812], "input_dim": [31, 32, 46, 812], "output_dim": [31, 32, 46, 812], "linear0": [31, 32, 43, 812, 852, 853], "linear1": [31, 32, 43, 812, 852, 853], "instanti": [31, 32, 784, 832], "adam": [31, 32, 43, 47, 59, 82, 536, 615, 616, 621, 634, 635, 796, 812, 852, 853, 854, 870], "n_training_exampl": [31, 32, 812], "2000": [31, 32, 80, 314, 369, 812], "random_norm": [31, 32, 61, 62, 66, 84, 85, 89, 545, 634, 636, 637, 643, 651, 653, 654, 655, 657, 658, 662, 687, 812], "linspac": [31, 32, 53, 76, 126, 629, 812, 836, 847, 849, 877], "pred": [31, 32, 46, 47, 57, 63, 80, 86, 377, 453, 456, 638, 696, 697, 698, 812, 827, 837, 840], "gradient": [31, 32, 45, 47, 57, 80, 97, 213, 364, 372, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 631, 640, 715, 716, 717, 773, 784, 796, 812, 822, 845, 852, 853, 855, 870], "grad": [31, 32, 43, 47, 615, 635, 796, 812, 839, 852, 853, 854], "execute_with_gradi": [31, 32, 43, 47, 635, 812, 852, 853, 854, 855], "lambda": [31, 32, 48, 50, 80, 123, 125, 297, 307, 544, 557, 617, 618, 620, 625, 628, 634, 635, 637, 641, 673, 725, 726, 730, 812, 818, 837, 838, 839, 842, 847, 849, 852], "2d": [31, 32, 47, 57, 80, 97, 313, 369, 375, 376, 378, 387, 390, 391, 399, 400, 442, 449, 463, 473, 522, 792, 810, 812, 841, 847], "5f": [31, 32, 812], "nonetheless": [31, 32], "extract": [31, 32, 39, 46, 57, 80, 98, 378, 467, 493, 841, 843, 845, 866, 870, 871, 876], "gc": [31, 32, 557, 634], "decompos": [31, 32, 57, 80, 97, 100, 323, 324, 325, 326, 327, 348, 355, 369, 372, 376, 440, 445, 448, 451, 841, 854], "said": [31, 32, 778, 845, 861, 863], "otherwis": [31, 32, 49, 52, 53, 54, 56, 57, 58, 61, 62, 67, 68, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 97, 110, 111, 112, 113, 114, 115, 116, 117, 118, 123, 126, 128, 129, 134, 136, 137, 138, 141, 143, 149, 152, 153, 155, 156, 158, 159, 160, 161, 162, 171, 175, 179, 180, 196, 214, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 245, 246, 247, 251, 252, 254, 255, 256, 257, 259, 260, 261, 262, 263, 264, 265, 267, 268, 269, 270, 271, 272, 273, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 294, 295, 296, 297, 298, 299, 300, 303, 304, 305, 306, 307, 309, 310, 311, 313, 323, 324, 325, 326, 327, 334, 335, 336, 337, 338, 340, 341, 342, 350, 351, 357, 359, 361, 362, 363, 367, 369, 372, 375, 376, 378, 381, 394, 395, 396, 399, 400, 401, 419, 432, 447, 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80, 147, 155, 243, 253, 254, 269, 328, 335, 336, 369, 372, 375, 378, 387, 419, 492, 522, 629, 630, 632, 637, 639, 647, 685, 686, 714, 764, 832, 860], "fname": [31, 32, 48, 50, 794, 852], "anticip": [31, 32], "addition": [31, 32, 827, 840, 841, 876], "normalize_native_comp": [31, 32], "return_backend_compiled_fn": 31, "immedi": [31, 32, 810, 818, 819], "built": [31, 32, 37, 45, 47, 50, 126, 629, 792, 793, 794, 812, 819, 820, 826, 827, 844, 850, 856, 863, 869, 870, 874], "eager_graph": [31, 32, 812, 863, 864], "lazy_graph": [31, 32, 812, 863, 864], "thought": [31, 32, 819, 820, 836, 860, 868], "matter": [31, 32, 37, 831, 859], "haven": [31, 32, 37, 856, 870], "jax_out": [31, 32], "ideal": [31, 32, 828, 829, 841, 847, 852], "worth": [31, 32], "differenti": [31, 32, 295, 365, 366, 367, 374, 870], "chosen": [31, 32, 50, 100, 126, 228, 629, 632, 644, 748, 818, 828, 841], "plai": [31, 32, 377, 456, 812, 815, 819, 821, 824, 830, 834, 841, 844, 854, 870, 873], "role": [31, 32, 812, 815, 820, 821, 830, 841, 850, 871, 873, 877], "dl": [31, 32], "effortlessli": [31, 32], "previous": [31, 32, 603, 634, 801, 818, 819, 825, 837, 839, 844, 849], "default_devic": [31, 32, 206, 209, 210, 211, 217, 218, 631, 830, 833, 834], "as_n": [31, 32, 54, 55, 74, 77, 78, 158, 159, 160, 161, 162, 163, 169, 196, 197, 630, 631, 829], "certainli": [31, 32, 812, 860, 876], "upon": [31, 32, 49, 810, 820, 821, 831, 840, 844, 847, 855, 869, 870], "unnecessari": [31, 32, 841], "extend": [31, 32, 57, 80, 378, 387, 484, 525, 825, 826, 829, 832, 833, 836, 841, 845, 855, 867, 870, 876], "infrastructur": [31, 32, 866, 872, 873], "least": [31, 56, 57, 62, 79, 80, 240, 258, 273, 375, 378, 387, 403, 408, 462, 463, 464, 473, 475, 522, 632, 637, 644, 677, 747, 812, 820, 824, 828, 829, 830, 831, 837, 840, 844, 864], "coco": 31, "seamlessli": [32, 844], "therefor": [32, 37, 53, 56, 57, 62, 79, 80, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 149, 155, 171, 175, 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833, 836, 837, 838, 840, 841, 842, 844, 845, 847, 849, 851, 853, 855, 859, 867, 870, 876], "wide": [32, 812, 820, 844, 868, 870], "plenti": 32, "resourc": [32, 813, 818, 819, 828], "visit": [32, 818, 819, 820, 828], "page": [32, 812, 818, 819, 820, 826, 828, 834, 850, 851, 854, 856, 865, 878], "newli": [33, 34, 46, 48, 54, 77, 152, 539, 630, 634, 820, 828, 840, 844], "randon": [33, 34, 36, 37, 38], "mean_": 33, "std_": 33, "detect": [33, 37, 56, 74, 79, 255, 632, 641, 718, 729, 818, 819, 825, 827, 828, 835, 844, 852, 853], "inspect": [33, 37, 535, 634], "__": [33, 34, 35, 36, 37, 38, 74, 831, 852], "script": [34, 812, 819, 820, 823, 828, 831, 849, 855, 870], "comp": 34, "low_level": 34, "chain": [34, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 97, 110, 111, 112, 113, 114, 115, 116, 117, 118, 134, 136, 141, 143, 149, 153, 155, 168, 172, 173, 180, 214, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 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170, 630, 829, 849], "partial_comp": 34, "time_funct": 34, "express": [34, 56, 57, 79, 80, 98, 221, 225, 227, 228, 237, 239, 279, 285, 290, 359, 372, 632, 798, 806, 832, 841, 849, 854, 870, 871], "maxim": [34, 837, 840, 849, 867, 868, 872, 873, 874], "conclud": [35, 845], "collect": [35, 45, 47, 49, 50, 52, 74, 75, 626, 631, 634, 635, 636, 638, 641, 642, 643, 731, 788, 792, 793, 794, 795, 796, 819, 828, 833, 834, 838, 839, 842, 844, 868, 870, 873], "norm_comp": [36, 37], "global": [36, 37, 47, 58, 74, 81, 103, 158, 159, 160, 161, 162, 211, 212, 213, 582, 583, 586, 592, 593, 605, 606, 609, 630, 631, 634, 784, 795, 801, 819, 824, 825, 828, 829, 830, 833, 837, 841, 849, 870], "b": [37, 51, 56, 57, 58, 61, 62, 70, 73, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 97, 98, 101, 102, 103, 110, 111, 112, 113, 114, 115, 116, 117, 127, 128, 129, 134, 135, 136, 138, 141, 143, 149, 152, 153, 154, 155, 163, 173, 175, 180, 197, 214, 220, 221, 222, 223, 224, 225, 226, 227, 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[51, 56, 57, 73, 79, 80, 110, 111, 112, 113, 114, 115, 116, 117, 118, 291, 295, 300, 301, 303, 367, 626, 632, 788, 838], "variant": [51, 53, 54, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 102, 110, 111, 112, 113, 114, 115, 116, 117, 118, 128, 129, 131, 133, 134, 136, 138, 139, 140, 141, 143, 145, 146, 149, 153, 154, 155, 165, 168, 172, 173, 180, 197, 214, 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, 303, 304, 305, 306, 307, 309, 310, 311, 312, 313, 314, 315, 317, 318, 319, 322, 329, 331, 332, 333, 334, 335, 336, 338, 339, 340, 341, 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678, 680, 683, 684, 685, 687, 691, 692, 694, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 737, 738, 739, 740, 741, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 766, 767, 768, 824, 831, 832, 847], "docstr": [51, 53, 54, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 102, 110, 111, 112, 113, 114, 115, 116, 117, 118, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 153, 154, 155, 165, 168, 172, 173, 180, 197, 214, 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, 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560, 561, 562, 564, 565, 566, 568, 569, 571, 576, 577, 591, 592, 593, 594, 595, 597, 599, 600, 613, 614, 615, 616, 619, 621, 622, 623, 624, 629, 630, 632, 634, 637, 639, 644, 645, 646, 647, 648, 650, 651, 652, 653, 654, 655, 658, 659, 660, 662, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 693, 694, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 737, 738, 739, 740, 741, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 817, 818, 822, 826, 835, 836, 837, 838, 841, 843, 845], "liter": [51, 56, 57, 62, 73, 79, 80, 85, 110, 111, 112, 113, 114, 115, 116, 117, 118, 291, 295, 300, 301, 303, 367, 375, 376, 378, 381, 397, 407, 411, 419, 434, 440, 445, 448, 451, 484, 506, 626, 632, 637, 646, 678, 694, 755, 788, 847], "magnitud": [51, 56, 57, 73, 79, 80, 110, 111, 112, 113, 114, 115, 116, 117, 118, 220, 223, 240, 247, 273, 291, 295, 300, 301, 303, 367, 626, 632, 637, 687, 688, 788, 829], "handle_complex_input": [51, 56, 57, 73, 79, 80, 110, 111, 112, 113, 114, 115, 116, 117, 118, 291, 295, 300, 301, 303, 367, 626, 632, 788, 838], "element": [51, 53, 56, 57, 58, 61, 62, 64, 66, 67, 68, 70, 73, 74, 76, 77, 79, 80, 81, 84, 85, 87, 89, 90, 91, 93, 98, 102, 103, 106, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 126, 129, 135, 136, 145, 146, 147, 163, 165, 168, 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, 301, 303, 305, 306, 307, 309, 310, 311, 328, 329, 330, 331, 332, 334, 335, 336, 337, 338, 342, 345, 346, 347, 348, 350, 351, 352, 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632, 788, 836, 841, 842], "float": [51, 53, 54, 56, 57, 58, 59, 61, 62, 63, 65, 66, 68, 70, 73, 76, 77, 79, 80, 81, 82, 84, 85, 86, 88, 89, 93, 97, 100, 102, 112, 118, 126, 127, 128, 130, 132, 134, 135, 136, 137, 138, 142, 143, 148, 152, 156, 160, 165, 169, 173, 179, 180, 183, 189, 198, 207, 211, 212, 215, 219, 220, 221, 222, 223, 225, 226, 227, 228, 229, 236, 237, 238, 240, 241, 243, 244, 245, 246, 247, 251, 253, 254, 255, 256, 257, 259, 261, 262, 263, 264, 265, 266, 273, 274, 275, 276, 277, 278, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 299, 300, 302, 304, 307, 308, 310, 311, 312, 313, 314, 315, 317, 318, 319, 334, 335, 336, 337, 345, 346, 351, 353, 354, 357, 358, 359, 362, 363, 367, 369, 372, 373, 375, 376, 377, 378, 381, 382, 387, 390, 399, 400, 401, 418, 419, 426, 429, 430, 432, 445, 449, 451, 452, 453, 457, 458, 473, 491, 501, 502, 503, 506, 507, 508, 509, 510, 511, 512, 522, 523, 524, 525, 530, 531, 532, 539, 540, 541, 549, 558, 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314, 317, 318, 367, 369, 376, 377, 381, 382, 430, 458, 506, 510, 511, 626, 642, 737, 788, 847], "threshold": [51, 56, 57, 73, 79, 80, 118, 271, 272, 311, 337, 367, 372, 377, 378, 453, 458, 491, 626, 632, 788, 847], "union": [51, 52, 53, 54, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 127, 128, 129, 130, 131, 132, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 180, 181, 182, 183, 184, 185, 186, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 206, 207, 208, 209, 211, 212, 213, 214, 215, 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, 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789, 792, 827, 840, 841, 857], "args_to_n": [52, 840], "cont_inplac": 52, "decid": [52, 74, 641, 729, 730, 812, 818, 819, 829, 847], "args_to_new_backend": 52, "shallow": [52, 641, 725, 726, 730, 735, 736], "nativevari": 52, "mutabl": [52, 641, 719, 725, 726, 730, 735, 736, 825], "to_ivi": [52, 75, 641, 731, 840], "leaf": [52, 74, 81, 93, 103, 548, 641, 728, 729, 731, 758, 827, 837, 852], "travers": [52, 75, 641, 722, 730, 827, 829, 833, 849], "lowest": [52, 57, 66, 75, 80, 89, 387, 525, 641, 643, 730, 739, 806, 837, 855, 857, 867, 871, 875], "search": [52, 57, 75, 80, 744, 745, 784, 817, 819, 827, 831, 834, 844, 845, 859], "to_new_backend": 52, "_arraywithcr": [53, 102], "boolean": [53, 54, 56, 57, 58, 64, 67, 70, 74, 76, 77, 79, 80, 81, 87, 90, 93, 102, 103, 123, 125, 127, 128, 129, 135, 152, 168, 170, 172, 173, 176, 192, 202, 210, 216, 230, 231, 232, 233, 234, 235, 267, 268, 269, 270, 335, 336, 351, 372, 376, 378, 434, 445, 451, 462, 463, 464, 470, 472, 474, 475, 476, 479, 483, 490, 492, 499, 534, 537, 548, 555, 558, 559, 563, 564, 565, 566, 567, 568, 569, 578, 581, 584, 585, 587, 588, 613, 628, 629, 630, 631, 632, 634, 636, 639, 640, 641, 644, 647, 663, 702, 703, 704, 706, 708, 709, 711, 713, 715, 716, 728, 746, 747, 748, 760, 762, 776, 777, 778, 779, 784, 795, 827, 829, 837, 841, 844, 847], "never": [53, 57, 64, 76, 80, 87, 128, 378, 462, 463, 464, 470, 472, 474, 475, 476, 479, 483, 490, 499, 555, 634, 639, 702, 703, 704, 706, 708, 709, 711, 713, 820, 829, 840, 841, 844], "valueerror": [53, 57, 64, 76, 80, 87, 91, 128, 375, 377, 409, 420, 457, 462, 463, 470, 472, 474, 475, 476, 483, 499, 639, 702, 703, 704, 706, 708, 709, 711, 713, 752, 778, 807, 833], "buffer": [53, 76, 80, 87, 128, 134, 462, 463, 470, 472, 474, 475, 476, 483, 499, 629, 702, 703, 704, 706, 708, 709, 711, 713, 793, 794, 840, 855], "nativedtyp": [53, 54, 57, 61, 62, 66, 67, 70, 76, 80, 85, 89, 90, 93, 126, 127, 128, 130, 131, 132, 134, 135, 136, 137, 138, 140, 141, 142, 143, 148, 149, 151, 152, 157, 158, 159, 160, 161, 162, 163, 164, 169, 170, 174, 176, 178, 182, 192, 312, 313, 314, 315, 316, 317, 318, 333, 340, 356, 369, 372, 382, 387, 508, 509, 510, 511, 512, 522, 523, 524, 525, 528, 531, 629, 630, 636, 637, 643, 644, 646, 647, 659, 678, 694, 739, 740, 741, 744, 745, 755, 757, 758, 761, 763, 765, 791, 829, 830, 836, 845, 849], "datatyp": [53, 57, 74, 76, 80, 128, 136, 140, 157, 178, 182, 375, 423, 629, 630, 771, 845, 863], "nativedevic": [53, 55, 57, 66, 76, 78, 80, 89, 126, 127, 128, 130, 131, 132, 135, 136, 137, 138, 140, 141, 142, 143, 147, 148, 149, 194, 195, 196, 197, 198, 201, 206, 207, 208, 209, 211, 212, 213, 214, 215, 219, 312, 313, 328, 369, 382, 508, 509, 511, 512, 629, 631, 643, 738, 739, 740, 741, 791, 796, 797, 829, 830, 833, 836, 845], "39999998": [53, 127, 128, 629, 645, 750], "5999999": [53, 57, 80, 84, 127, 128, 297, 367, 376, 425, 629, 636, 659, 666], "0999999": [53, 70, 127, 128, 297, 307, 310, 353, 367, 372, 629, 761], "10000038": [53, 127, 128, 629], "90786433e": [53, 127, 128, 629], "310": [53, 127, 128, 629], "copy_arrai": [53, 76, 629], "to_ivy_arrai": [53, 76, 129, 629], "empty_lik": [53, 57, 76, 80, 264, 376, 428, 629, 632], "uniniti": [53, 130, 131, 629, 835], "from_dlpack": [53, 76, 629], "full_lik": [53, 76, 629, 845], "fill_valu": [53, 57, 67, 76, 80, 90, 135, 136, 252, 260, 378, 382, 492, 512, 629, 632, 644, 747, 829, 842, 845], "scalar": [53, 56, 57, 58, 62, 73, 76, 79, 80, 81, 85, 97, 112, 136, 141, 223, 244, 289, 295, 338, 339, 341, 346, 349, 351, 353, 358, 372, 375, 376, 377, 378, 423, 430, 452, 462, 463, 464, 473, 478, 600, 613, 629, 632, 634, 637, 694, 829, 839, 841, 855, 870], "fill": [53, 56, 57, 66, 67, 74, 76, 79, 80, 89, 90, 130, 135, 136, 138, 141, 142, 143, 148, 149, 274, 313, 369, 376, 378, 382, 434, 440, 445, 451, 473, 492, 493, 509, 511, 512, 629, 632, 643, 644, 739, 747, 791, 818, 842], "000123": [53, 136, 629], "stop": [53, 57, 59, 76, 80, 82, 126, 137, 138, 213, 376, 445, 451, 578, 616, 619, 621, 622, 623, 624, 629, 631, 634, 635, 640, 641, 715, 716, 717, 729, 796, 810, 836, 839, 847, 849, 855, 870], "num": [53, 76, 137, 138, 629, 776, 820, 836, 849], "endpoint": [53, 76, 137, 138, 629, 791, 836], "logspac": [53, 76, 629, 849], "sequenc": [53, 57, 61, 62, 64, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 103, 110, 111, 112, 113, 114, 115, 116, 117, 118, 132, 134, 136, 138, 141, 143, 149, 153, 155, 168, 172, 173, 180, 214, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 245, 246, 247, 251, 252, 254, 255, 256, 257, 259, 260, 261, 262, 263, 264, 265, 267, 268, 269, 270, 271, 272, 273, 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, 303, 304, 305, 306, 307, 309, 310, 311, 313, 316, 323, 324, 325, 326, 327, 334, 335, 336, 337, 338, 340, 342, 350, 351, 357, 359, 361, 362, 363, 365, 366, 369, 372, 373, 374, 375, 376, 378, 382, 387, 388, 390, 391, 392, 399, 400, 401, 403, 404, 408, 409, 411, 418, 419, 420, 421, 422, 425, 433, 434, 435, 437, 443, 444, 445, 448, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 462, 463, 464, 468, 469, 470, 471, 477, 479, 480, 482, 483, 485, 488, 490, 492, 493, 494, 496, 499, 500, 501, 503, 504, 505, 507, 509, 510, 522, 523, 524, 525, 532, 533, 534, 537, 538, 540, 541, 545, 546, 547, 548, 549, 552, 553, 556, 558, 560, 561, 562, 564, 565, 568, 572, 576, 577, 591, 592, 593, 595, 597, 599, 600, 613, 614, 617, 618, 619, 624, 629, 632, 634, 635, 636, 637, 639, 641, 647, 648, 649, 650, 651, 652, 653, 654, 656, 658, 659, 660, 661, 663, 666, 667, 668, 673, 674, 675, 676, 677, 678, 680, 682, 684, 685, 691, 694, 696, 697, 698, 699, 700, 702, 703, 705, 706, 707, 708, 709, 710, 713, 714, 718, 725, 735, 738, 739, 740, 741, 743, 746, 749, 750, 751, 752, 753, 757, 758, 760, 761, 762, 763, 764, 765, 766, 767, 768, 792, 795, 797, 820, 828, 829, 830, 831, 833, 844, 845, 847, 849, 854, 873], "on_valu": [53, 76, 138, 141, 629], "off_valu": [53, 76, 138, 141, 629], "evenli": [53, 56, 57, 61, 64, 74, 76, 79, 80, 84, 87, 126, 137, 138, 292, 375, 418, 422, 629, 632, 636, 639, 649, 650, 651, 652, 654, 656, 658, 708], "hint": [53, 56, 57, 62, 79, 80, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 142, 143, 144, 145, 146, 148, 149, 155, 171, 175, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 240, 241, 243, 245, 246, 247, 251, 252, 253, 254, 255, 256, 257, 260, 262, 263, 264, 265, 267, 268, 269, 270, 273, 275, 276, 277, 278, 280, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 313, 329, 335, 336, 338, 341, 369, 372, 375, 376, 378, 387, 394, 395, 396, 397, 399, 400, 401, 407, 412, 413, 414, 419, 421, 430, 484, 492, 496, 522, 525, 552, 556, 558, 560, 591, 600, 624, 629, 630, 632, 634, 635, 636, 637, 639, 642, 644, 645, 646, 647, 648, 650, 651, 652, 653, 654, 658, 659, 660, 663, 666, 667, 668, 669, 670, 671, 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376, 378, 387, 426, 429, 430, 433, 434, 435, 437, 440, 441, 442, 443, 444, 445, 446, 447, 450, 451, 482, 522, 534, 540, 629, 634, 636, 637, 660, 667, 669, 671, 672, 673, 674, 676, 677, 678, 679, 680, 681, 683, 684, 685, 686, 687, 688, 689, 691, 692, 695, 776, 778, 791, 792, 806, 810, 818, 829, 841, 868, 870], "ij": [53, 70, 139, 629, 647, 759, 806], "rank": [53, 57, 62, 64, 71, 80, 85, 87, 94, 97, 98, 99, 100, 101, 106, 139, 323, 324, 325, 326, 327, 369, 376, 378, 387, 434, 435, 445, 448, 451, 484, 492, 496, 532, 629, 637, 639, 644, 648, 668, 670, 678, 680, 684, 686, 691, 693, 694, 701, 702, 710, 713, 714, 747, 767, 768, 813, 878], "ni": [53, 139, 629], "xi": [53, 139, 629], "scatter": [53, 58, 76, 81, 141, 576, 577, 629, 634, 826, 840, 847, 877], "j": [53, 56, 57, 58, 62, 70, 76, 79, 80, 85, 97, 125, 141, 221, 222, 223, 224, 226, 229, 238, 240, 243, 245, 253, 261, 263, 267, 273, 284, 286, 287, 290, 291, 338, 372, 375, 376, 387, 403, 404, 408, 419, 420, 424, 429, 431, 442, 448, 532, 537, 628, 629, 632, 634, 637, 647, 672, 691, 759, 806, 820, 822, 826, 863, 866], "unless": [53, 57, 62, 76, 80, 141, 273, 334, 351, 356, 372, 629, 632, 637, 680, 825, 830, 840, 855, 864, 865], "ones_lik": [53, 76, 629, 825, 854, 867], "tril": [53, 76, 629], "whose": [53, 56, 57, 58, 62, 64, 68, 70, 76, 79, 80, 81, 85, 87, 91, 93, 98, 100, 102, 136, 145, 146, 222, 226, 229, 237, 238, 239, 278, 279, 285, 286, 290, 291, 292, 329, 343, 344, 348, 352, 353, 355, 359, 369, 376, 378, 429, 450, 483, 492, 498, 539, 595, 629, 632, 634, 637, 639, 645, 647, 667, 669, 671, 672, 673, 674, 675, 676, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 691, 694, 703, 707, 749, 750, 751, 758, 759, 778, 815, 832, 844], "innermost": [53, 57, 62, 85, 145, 146, 329, 369, 376, 429, 629, 637, 667, 669, 671, 672, 673, 674, 676, 678, 679, 680, 681, 683, 684, 685, 686, 687, 688, 691], "mxn": [53, 57, 62, 85, 145, 146, 329, 369, 629, 637, 671, 678, 680, 681, 683, 684, 688, 691], "matric": [53, 57, 62, 80, 85, 97, 98, 102, 139, 145, 146, 329, 369, 376, 378, 429, 434, 435, 437, 443, 444, 449, 473, 629, 636, 637, 660, 667, 669, 671, 672, 673, 674, 675, 676, 678, 679, 680, 681, 683, 684, 685, 686, 687, 688, 691, 692, 778, 816, 834, 870], "diagon": [53, 57, 62, 80, 85, 98, 132, 145, 146, 147, 313, 328, 329, 369, 376, 378, 427, 430, 440, 446, 473, 629, 637, 670, 691], "triangular": [53, 57, 62, 85, 145, 146, 147, 328, 329, 369, 376, 446, 629, 637, 667, 673, 674, 680, 684], "triu": [53, 76, 629], "upper": [53, 57, 62, 66, 80, 85, 89, 132, 146, 147, 313, 329, 369, 376, 387, 446, 525, 629, 637, 643, 667, 673, 674, 684, 741, 829, 840, 844], "zeros_lik": [53, 57, 76, 152, 269, 378, 492, 615, 616, 619, 621, 622, 623, 629, 630, 632, 635, 637, 639, 684, 699, 841, 847], "data_typ": [54, 57, 77, 80, 182, 630, 826, 829, 844, 845], "_arraywithdatatyp": [54, 102], "irrespect": [54, 62, 77, 85, 152, 630, 637, 687, 827, 840, 851, 877], "promot": [54, 56, 57, 62, 77, 79, 80, 85, 92, 102, 103, 152, 155, 178, 179, 180, 186, 221, 222, 223, 225, 226, 227, 228, 229, 230, 232, 233, 234, 235, 237, 238, 240, 243, 245, 247, 261, 262, 263, 264, 265, 270, 273, 278, 282, 285, 286, 287, 288, 289, 290, 291, 294, 346, 354, 359, 372, 375, 387, 419, 522, 585, 608, 630, 632, 634, 637, 639, 647, 667, 668, 675, 676, 677, 678, 679, 680, 682, 683, 685, 686, 693, 694, 700, 710, 753, 761, 764, 776, 777, 821, 823, 832, 833, 837, 846], "nan": [54, 56, 57, 58, 68, 70, 77, 79, 80, 81, 152, 220, 221, 222, 223, 225, 226, 227, 228, 229, 236, 237, 238, 239, 240, 241, 243, 245, 246, 247, 248, 249, 254, 255, 256, 261, 262, 263, 264, 265, 268, 273, 274, 276, 278, 279, 282, 283, 284, 285, 286, 287, 290, 291, 293, 300, 334, 335, 336, 347, 351, 356, 359, 367, 372, 378, 387, 492, 520, 521, 528, 529, 530, 531, 558, 613, 627, 630, 632, 634, 645, 647, 648, 749, 750, 751, 752, 760, 761, 762, 764, 765, 766, 767, 768, 776, 779, 823, 829, 832, 839, 845, 846], "infin": [54, 56, 58, 62, 77, 79, 85, 152, 220, 221, 222, 223, 226, 227, 228, 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12, 13, 14, 23, 24, 25, 26, 27, 31, 32, 33, 34, 35, 36, 37, 38, 46, 61, 66, 70, 84, 89, 93, 382, 509, 636, 643, 647, 651, 653, 654, 655, 657, 658, 739, 740, 812, 831, 865, 867], "250": 0, "105092": 0, "min": [0, 43, 47, 54, 57, 58, 62, 70, 77, 80, 81, 85, 93, 145, 147, 165, 168, 272, 328, 331, 336, 369, 372, 376, 378, 430, 489, 530, 546, 576, 577, 592, 629, 630, 632, 634, 637, 647, 678, 684, 687, 688, 694, 812, 867], "650000": 0, "75": [0, 4, 7, 8, 43, 56, 57, 79, 80, 81, 84, 89, 119, 137, 226, 228, 240, 242, 253, 315, 348, 349, 369, 372, 418, 532, 547, 560, 592, 626, 629, 632, 634, 637, 641, 643, 650, 676, 682, 726, 741], "050000": 0, "max": [0, 43, 45, 54, 57, 58, 62, 70, 77, 80, 81, 85, 93, 165, 168, 271, 335, 372, 375, 376, 377, 378, 394, 395, 396, 412, 413, 414, 415, 417, 419, 430, 452, 489, 491, 492, 540, 541, 546, 562, 576, 577, 630, 632, 634, 637, 647, 678, 680, 683, 776, 792, 796, 828, 841, 867], "25691": 0, "160000": 0, "reveal": 0, "outlier": [0, 844], "receiv": [0, 6, 45, 49, 97, 536, 572, 634, 640, 715, 716, 717, 792, 810, 815, 819, 820, 829, 830, 844, 847], "anomali": 0, "financi": 0, "behavior": [0, 4, 8, 57, 68, 240, 247, 273, 282, 388, 533, 580, 604, 632, 634, 645, 749, 750, 751, 752, 818, 826, 827, 828, 829, 840, 841, 842, 844, 847, 849, 855, 867], "associ": [0, 12, 57, 62, 80, 85, 223, 273, 378, 387, 461, 525, 632, 637, 680, 683, 695, 773, 820, 829, 837, 838, 841, 842, 844, 855], "122": [0, 13, 54, 168, 238, 632], "211321": 0, "256": [0, 4, 8, 12, 56, 81, 283, 284, 593, 636, 651, 653, 776], "683288": 0, "250000": 0, "105": [0, 62, 84, 636, 637, 659, 660, 675, 682], "890000": 0, "2125": 0, "870000": 0, "deepen": 0, "averag": [0, 6, 7, 45, 47, 57, 59, 63, 80, 82, 86, 375, 377, 381, 387, 389, 390, 394, 395, 396, 454, 455, 456, 457, 458, 459, 506, 522, 615, 616, 621, 635, 636, 638, 640, 663, 696, 715, 716, 791, 792], "across": [0, 1, 12, 13, 14, 26, 27, 28, 29, 43, 57, 67, 74, 80, 81, 90, 102, 211, 212, 240, 247, 273, 291, 377, 381, 452, 503, 506, 537, 558, 594, 631, 632, 634, 636, 641, 644, 659, 663, 724, 744, 745, 792, 818, 823, 829, 831, 833, 836, 837, 839, 844, 847, 868, 870, 875], "all": [0, 1, 2, 4, 5, 6, 7, 8, 12, 13, 16, 17, 18, 19, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 44, 45, 47, 48, 50, 52, 53, 57, 58, 61, 62, 64, 66, 71, 72, 74, 75, 76, 79, 80, 81, 84, 85, 87, 89, 94, 95, 97, 98, 126, 134, 141, 145, 146, 147, 201, 208, 240, 244, 272, 273, 328, 329, 341, 360, 369, 372, 375, 376, 377, 378, 387, 409, 418, 420, 421, 422, 430, 435, 445, 446, 448, 451, 452, 473, 484, 492, 498, 528, 534, 537, 554, 574, 575, 592, 599, 600, 614, 617, 629, 631, 632, 634, 635, 636, 637, 639, 640, 641, 643, 644, 648, 659, 662, 663, 668, 680, 685, 686, 689, 694, 703, 707, 709, 715, 716, 717, 718, 719, 720, 729, 730, 731, 732, 738, 741, 746, 771, 773, 776, 777, 778, 779, 791, 792, 798, 801, 806, 808, 810, 812, 813, 816, 818, 819, 820, 821, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 847, 848, 849, 851, 852, 853, 854, 855, 856, 857, 859, 860, 861, 863, 864, 866, 867, 868, 869, 870, 871, 873, 876, 877, 878], "group": [0, 6, 57, 80, 378, 381, 498, 502, 636, 641, 649, 656, 657, 720, 810, 821, 823, 827, 829, 837, 841, 842, 866, 869, 875], "calcul": [0, 4, 14, 45, 56, 57, 58, 63, 70, 74, 79, 80, 81, 85, 86, 93, 103, 220, 221, 222, 223, 224, 225, 226, 227, 228, 237, 238, 240, 243, 244, 245, 261, 262, 263, 264, 265, 266, 271, 272, 273, 278, 285, 286, 287, 289, 290, 291, 297, 307, 335, 336, 349, 359, 372, 375, 376, 377, 378, 381, 387, 394, 395, 396, 430, 452, 457, 484, 501, 503, 529, 569, 632, 634, 637, 638, 647, 674, 682, 685, 696, 697, 698, 760, 761, 762, 763, 764, 765, 766, 776, 778, 791, 792, 795, 818, 832, 849, 860, 863], "pictur": [0, 47, 812, 818, 849, 859], "vital": [0, 854, 859], "select": [0, 22, 31, 36, 49, 57, 70, 80, 93, 376, 378, 387, 430, 443, 492, 493, 496, 523, 524, 647, 757, 758, 818, 819, 820, 828, 834, 840, 844, 849, 851, 854, 855, 870, 873, 874], "guid": [0, 16, 29, 812, 813, 818, 819, 820, 826, 835, 841, 843, 876], "recogn": [0, 47, 815, 821], "both": [0, 6, 9, 11, 12, 13, 14, 16, 18, 26, 28, 31, 32, 36, 37, 44, 46, 53, 56, 57, 58, 61, 62, 76, 79, 80, 81, 84, 85, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 148, 149, 155, 171, 175, 178, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 240, 241, 243, 245, 246, 247, 251, 252, 253, 254, 255, 256, 260, 262, 263, 264, 265, 267, 268, 269, 270, 273, 275, 276, 277, 278, 280, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 313, 329, 335, 336, 338, 339, 341, 346, 351, 369, 372, 375, 376, 378, 382, 387, 394, 395, 396, 397, 399, 400, 401, 407, 412, 413, 414, 419, 421, 430, 478, 484, 492, 495, 496, 508, 522, 525, 552, 556, 558, 560, 569, 591, 600, 624, 625, 629, 630, 632, 634, 635, 636, 637, 639, 642, 644, 645, 646, 647, 648, 650, 651, 652, 653, 654, 658, 659, 660, 662, 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842, 844, 847, 849, 851, 853, 854, 855, 856, 861, 863, 864, 867, 868, 876], "random": [0, 6, 9, 11, 13, 16, 18, 23, 24, 25, 26, 27, 29, 31, 32, 33, 34, 36, 37, 38, 45, 47, 48, 57, 61, 74, 80, 84, 323, 324, 325, 326, 327, 369, 376, 377, 434, 445, 451, 457, 508, 509, 510, 511, 512, 636, 659, 738, 739, 740, 741, 742, 743, 776, 778, 791, 805, 806, 812, 818, 830, 842, 844, 845, 854, 864, 865, 870], "match": [0, 1, 54, 57, 74, 77, 80, 152, 247, 282, 339, 341, 372, 375, 377, 378, 420, 452, 467, 489, 493, 572, 630, 632, 634, 637, 673, 674, 678, 694, 771, 816, 818, 824, 826, 827, 831, 834, 842, 871, 876], "prevent": [0, 57, 59, 70, 80, 82, 93, 377, 457, 557, 615, 616, 621, 634, 635, 636, 647, 659, 761, 765, 791, 796, 818, 820, 828, 829, 833, 840, 841, 845], "being": [0, 6, 7, 9, 31, 32, 43, 57, 74, 80, 95, 102, 106, 126, 376, 378, 440, 468, 484, 586, 629, 634, 636, 637, 661, 674, 773, 779, 791, 812, 819, 820, 823, 824, 825, 827, 829, 830, 831, 834, 836, 838, 840, 841, 842, 844, 845, 847, 849, 852, 855, 860, 861, 866, 868, 869, 870, 871, 876, 877], "bias": [0, 636, 661], "toward": [0, 57, 64, 80, 87, 247, 294, 345, 357, 372, 378, 387, 490, 525, 632, 639, 707, 812, 816, 818, 819, 834, 849, 866, 870], "legit_sampl": 0, "n": [0, 14, 43, 46, 47, 48, 50, 53, 56, 57, 61, 62, 64, 66, 67, 70, 71, 79, 80, 84, 85, 87, 89, 90, 93, 94, 97, 102, 139, 145, 146, 147, 220, 290, 292, 328, 329, 341, 369, 372, 375, 376, 377, 378, 381, 382, 385, 387, 389, 390, 391, 392, 397, 398, 403, 404, 407, 408, 409, 417, 418, 419, 420, 422, 430, 431, 438, 442, 444, 446, 451, 452, 464, 470, 473, 477, 479, 490, 499, 501, 502, 503, 506, 508, 509, 510, 511, 512, 515, 522, 532, 629, 632, 636, 637, 639, 641, 643, 644, 647, 648, 649, 650, 651, 652, 654, 656, 658, 663, 668, 671, 675, 677, 678, 679, 680, 681, 682, 683, 684, 687, 688, 691, 692, 693, 694, 701, 702, 704, 710, 714, 726, 739, 740, 741, 747, 761, 763, 764, 765, 766, 767, 768, 792, 795, 805, 812, 822, 826, 828, 844, 856, 864], "after": [0, 4, 5, 8, 9, 11, 12, 13, 31, 32, 46, 57, 58, 59, 61, 65, 74, 80, 81, 82, 84, 88, 186, 287, 304, 308, 357, 367, 372, 375, 376, 378, 398, 399, 400, 401, 418, 422, 443, 473, 484, 562, 616, 619, 621, 622, 623, 630, 632, 634, 635, 636, 641, 642, 649, 650, 651, 652, 654, 656, 658, 659, 729, 737, 796, 801, 812, 818, 819, 820, 823, 825, 826, 828, 829, 831, 833, 836, 839, 842, 844, 848, 856, 863, 864, 870], "combin": [0, 14, 37, 57, 74, 80, 103, 375, 387, 409, 420, 522, 550, 551, 634, 637, 668, 677, 820, 824, 827, 828, 829, 831, 833, 837, 844, 854, 870], "them": [0, 3, 4, 11, 13, 16, 18, 20, 31, 32, 37, 376, 446, 539, 575, 634, 776, 792, 812, 814, 818, 820, 821, 823, 824, 825, 826, 827, 828, 829, 833, 835, 838, 840, 841, 842, 844, 846, 849, 851, 852, 853, 855, 857, 858, 859, 860, 861, 862, 863, 864, 865, 867, 868, 870, 872, 876], "achiev": [0, 11, 13, 14, 31, 812, 813, 815, 821, 828, 829, 837, 838, 844, 847, 852, 854, 857], "concaten": [0, 43, 57, 58, 64, 80, 85, 378, 469, 545, 549, 634, 636, 639, 663, 682, 700, 776, 842, 847, 849, 852], "along": [0, 46, 51, 53, 56, 57, 58, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 79, 80, 81, 85, 86, 87, 89, 90, 92, 93, 94, 97, 98, 100, 113, 117, 122, 137, 138, 213, 287, 290, 292, 330, 331, 332, 335, 336, 340, 341, 356, 363, 369, 372, 373, 375, 376, 377, 378, 381, 387, 397, 403, 404, 407, 408, 409, 419, 420, 445, 456, 469, 470, 471, 473, 475, 476, 484, 489, 492, 494, 496, 504, 505, 506, 507, 523, 524, 525, 527, 528, 529, 530, 531, 532, 545, 552, 628, 629, 631, 632, 634, 637, 638, 639, 640, 643, 644, 646, 647, 648, 668, 682, 691, 693, 694, 696, 697, 698, 700, 703, 704, 705, 707, 708, 710, 712, 713, 715, 716, 717, 743, 744, 745, 753, 754, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 773, 776, 792, 812, 818, 821, 822, 831, 840, 843, 845, 847, 849, 870], "axi": [0, 4, 6, 7, 8, 14, 46, 47, 48, 51, 53, 56, 57, 58, 62, 63, 64, 66, 67, 68, 69, 70, 71, 73, 74, 76, 79, 80, 81, 85, 86, 87, 89, 90, 91, 92, 93, 94, 97, 113, 117, 137, 138, 141, 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837, 844, 847, 870], "restart": [2, 4, 5, 8, 12, 45, 46, 819, 834], "git": [2, 4, 5, 8, 12, 31, 45, 46, 47, 48, 812, 814, 817, 819, 820, 823, 826, 828, 834, 835, 844, 856], "clone": [2, 4, 8, 12, 31, 45, 47, 48, 812, 814, 820, 834, 856], "http": [2, 4, 5, 6, 7, 8, 11, 12, 13, 18, 26, 27, 28, 29, 31, 32, 45, 46, 47, 48, 49, 50, 56, 57, 79, 80, 82, 147, 155, 243, 253, 254, 269, 328, 335, 336, 369, 372, 375, 378, 387, 419, 492, 522, 615, 616, 629, 630, 632, 635, 637, 639, 647, 685, 686, 714, 764, 812, 814, 819, 820, 823, 826, 828, 829, 832, 834, 856, 864], "github": [2, 4, 5, 8, 11, 12, 13, 31, 45, 46, 47, 48, 49, 812, 814, 815, 817, 820, 821, 823, 826, 828, 829, 831, 832, 834, 835, 843, 844, 856, 859, 878], "com": [2, 4, 5, 6, 7, 8, 11, 12, 13, 18, 31, 45, 46, 47, 48, 49, 812, 814, 819, 820, 823, 826, 828, 829, 834, 856], "unifyai": [2, 4, 8, 12, 31, 45, 46, 47, 48, 49, 812, 814, 819, 820, 826, 834, 856], "model": [2, 3, 4, 9, 14, 15, 20, 21, 22, 48, 50, 240, 273, 377, 453, 632, 789, 793, 794, 810, 812, 852, 853, 857, 863, 864, 868, 869, 870, 871, 872, 873, 874, 876, 877], "depth": [2, 4, 6, 8, 12, 46, 53, 57, 61, 76, 80, 84, 141, 375, 378, 411, 471, 545, 557, 629, 634, 636, 654, 655, 820, 828, 852, 853, 854, 856], "repositori": [2, 4, 8, 12, 814, 818, 819, 820, 822, 823, 826, 834, 843, 861], "cd": [2, 4, 8, 12, 31, 48, 812, 814, 819, 820, 834, 856], "resnet": [3, 6, 13, 20, 31, 863, 864], "imag": [3, 4, 6, 7, 11, 13, 16, 20, 28, 31, 32, 45, 46, 47, 48, 49, 50, 57, 61, 79, 80, 84, 102, 220, 221, 222, 223, 226, 229, 238, 241, 243, 245, 254, 255, 256, 261, 263, 276, 283, 284, 286, 287, 291, 375, 394, 395, 411, 412, 413, 415, 545, 632, 634, 636, 649, 650, 651, 652, 653, 656, 657, 658, 792, 812, 819, 834, 847, 849, 850, 852, 854, 856, 863, 864, 870], "classif": [3, 4, 12, 14, 20, 45, 812, 870], "acceler": [3, 20, 812, 829, 841, 868, 872, 873, 874, 875], "convert": [3, 8, 9, 11, 13, 14, 16, 18, 20, 21, 23, 25, 28, 29, 31, 32, 33, 35, 37, 45, 48, 50, 52, 53, 56, 74, 75, 76, 79, 97, 127, 128, 140, 150, 151, 193, 194, 195, 196, 207, 215, 219, 239, 279, 378, 383, 462, 463, 464, 513, 578, 596, 598, 599, 600, 602, 629, 630, 631, 632, 634, 637, 641, 695, 719, 730, 731, 773, 801, 805, 812, 818, 824, 825, 838, 839, 841, 844, 846, 849, 855, 857, 861, 864, 868, 869, 876], "faster": [3, 4, 9, 11, 13, 14, 20, 31, 32, 48, 50, 57, 62, 80, 85, 376, 449, 637, 687, 814, 817, 826, 857, 872, 875], "infer": [3, 6, 7, 9, 11, 13, 14, 20, 24, 34, 36, 37, 46, 48, 50, 53, 57, 58, 61, 64, 76, 80, 81, 84, 87, 126, 128, 131, 135, 136, 140, 143, 149, 158, 159, 160, 161, 162, 312, 313, 375, 378, 382, 411, 496, 510, 556, 590, 591, 629, 630, 634, 636, 639, 659, 706, 801, 802, 822, 825, 829, 830, 844, 849, 854, 864, 868, 869, 872, 874], "mmpretrain": [3, 20], "segment": [3, 20, 57, 80, 330, 331, 332, 369, 826, 831], "unet": [3, 20], "alexnet": [3, 20], "written": [3, 4, 5, 6, 20, 22, 31, 32, 45, 58, 378, 473, 819, 823, 824, 832, 835, 836, 840, 841, 845, 849, 851, 854, 855, 859, 864, 868, 870, 874, 876, 877], "xgboost": [3, 20], "paddlepaddl": [3, 20, 335, 336, 372, 819], "dinov2": [3, 7, 20], "project": [3, 12, 13, 20, 25, 26, 27, 28, 29, 31, 32, 35, 98, 636, 663, 792, 812, 814, 815, 818, 819, 820, 821, 824, 825, 826, 844, 853, 855, 859, 860, 861, 864, 866, 868, 870, 873, 877, 878], "convnext": [3, 6, 11, 20], "video": [4, 8, 11, 12, 13, 16, 18, 22, 23, 24, 25, 26, 27, 28, 29, 32, 812, 813, 818, 819, 820, 823, 824, 825, 827, 828, 829, 830, 831, 832, 833, 835, 836, 837, 838, 839, 840, 841, 842, 844, 845, 847, 856, 868], "tutori": [4, 6, 7, 8, 11, 12, 13, 16, 18, 22, 23, 24, 25, 26, 27, 28, 29, 32, 812, 820, 841, 856], "three": [4, 5, 20, 26, 36, 37, 47, 57, 139, 312, 369, 378, 464, 629, 819, 820, 827, 828, 829, 831, 841, 844, 847, 848, 849, 871, 876], "major": [4, 5, 644, 747, 829, 830, 842, 844, 855, 860, 867, 870], "ml": [4, 5, 6, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 45, 47, 50, 812, 813, 817, 841, 848, 849, 850, 852, 853, 854, 858, 860, 861, 864, 866, 867, 868, 869, 870, 873, 875, 877], "framework": [4, 5, 7, 9, 16, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 33, 34, 35, 36, 38, 45, 47, 49, 52, 58, 170, 192, 202, 205, 216, 543, 559, 563, 595, 598, 630, 631, 634, 641, 720, 771, 773, 777, 784, 789, 796, 801, 802, 812, 815, 816, 818, 819, 822, 823, 824, 825, 826, 828, 829, 830, 831, 833, 834, 836, 837, 838, 840, 841, 844, 845, 847, 848, 849, 851, 854, 855, 856, 857, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 871, 874], "sinc": [4, 8, 12, 28, 29, 31, 32, 45, 47, 57, 80, 98, 372, 812, 814, 819, 820, 823, 824, 825, 826, 827, 828, 829, 830, 833, 840, 841, 855, 860, 870, 876], "automat": [4, 8, 9, 12, 29, 31, 32, 37, 818, 819, 820, 822, 825, 826, 828, 829, 835, 837, 840, 844, 847, 848, 850, 853, 854, 856, 857, 861, 870, 873, 877], "sure": [4, 8, 11, 12, 13, 14, 31, 45, 815, 818, 819, 820, 823, 828, 833, 834, 841, 842, 844, 847, 856], "enabl": [4, 5, 6, 8, 11, 12, 13, 14, 26, 27, 29, 46, 57, 62, 74, 85, 103, 375, 377, 398, 456, 580, 634, 637, 680, 794, 810, 812, 819, 820, 821, 824, 827, 829, 837, 838, 839, 840, 841, 844, 845, 848, 850, 852, 854, 855, 857, 860, 863, 868, 869, 870, 871, 872, 873, 876, 877], "dm": [4, 5, 8, 11, 13, 31, 32, 43, 45], "haiku": [4, 5, 8, 11, 13, 29, 31, 32, 43, 45, 49, 789, 812, 854, 861, 864, 870], "exit": [4, 8, 12, 31, 32, 830], "download": [4, 6, 7, 12, 16, 18, 31, 32, 46, 47, 50, 814, 819, 826, 844, 863, 864], "imagenet": [4, 6, 18, 46, 48, 812], "class": [4, 6, 7, 8, 12, 14, 16, 18, 22, 31, 32, 43, 44, 45, 46, 47, 48, 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, 101, 102, 103, 105, 106, 107, 134, 143, 149, 165, 168, 181, 183, 184, 243, 280, 338, 360, 372, 386, 387, 395, 396, 429, 528, 529, 536, 545, 549, 562, 572, 595, 629, 630, 631, 632, 634, 636, 637, 638, 641, 642, 657, 662, 666, 672, 682, 686, 687, 689, 696, 712, 719, 730, 737, 752, 759, 763, 764, 773, 774, 781, 782, 783, 784, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 800, 801, 805, 810, 812, 818, 825, 826, 827, 829, 830, 831, 832, 836, 838, 839, 842, 843, 844, 847, 849, 850, 852, 853, 854, 857, 863, 864, 868, 870, 871, 877], "wget": [4, 6, 8, 12, 45, 46, 49, 819], "raw": [4, 6, 7, 8, 11, 12, 13, 28, 31, 32, 45, 48, 49, 74, 812, 832, 864, 871], "githubusercont": [4, 6, 8, 12, 45, 49], "hub": [4, 6, 8, 12, 45, 48, 50], "master": [4, 8, 12, 23, 24, 25, 33, 34, 35, 36, 37, 38, 45, 47, 48, 49, 815, 828, 870, 878], "imagenet_class": [4, 12], "categori": [4, 6, 12, 818, 823, 824, 827, 829, 833, 841, 845, 848], "strip": [4, 12, 24, 34, 860], "readlin": [4, 12, 46], "cat": [4, 7, 12, 46, 842, 847, 849, 854, 863, 864], "jpg": [4, 6, 7, 8, 11, 12, 13, 28, 31, 32, 47, 48, 812, 864], "filenam": [4, 8, 12, 31, 32, 45, 47, 50, 58, 794, 800, 852], "import": [4, 6, 7, 9, 10, 11, 13, 16, 18, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 45, 46, 48, 49, 50, 57, 68, 72, 76, 80, 95, 194, 195, 199, 211, 307, 387, 522, 557, 573, 631, 634, 640, 645, 716, 717, 752, 784, 801, 802, 812, 817, 818, 819, 820, 821, 823, 824, 825, 826, 827, 829, 830, 831, 832, 835, 838, 839, 840, 841, 842, 843, 844, 845, 849, 851, 852, 854, 855, 856, 860, 863, 864, 865, 866, 868, 870, 873, 874, 876], "devic": [4, 6, 7, 8, 9, 11, 12, 13, 46, 47, 50, 53, 57, 66, 74, 76, 80, 89, 102, 105, 106, 107, 126, 127, 128, 130, 131, 132, 135, 136, 137, 138, 140, 141, 142, 143, 145, 146, 147, 148, 149, 193, 194, 195, 196, 197, 198, 199, 200, 201, 206, 207, 208, 209, 211, 212, 213, 214, 215, 217, 219, 312, 313, 328, 329, 369, 382, 472, 508, 509, 511, 512, 536, 550, 551, 629, 634, 643, 738, 739, 740, 741, 771, 773, 774, 789, 791, 792, 793, 794, 795, 796, 797, 798, 810, 812, 820, 822, 825, 829, 833, 837, 838, 842, 844, 845, 847, 849, 854, 855, 856, 857, 860, 869, 870, 872, 873, 874, 875], "torchvis": [4, 6, 11, 12, 45, 861], "transform": [4, 5, 6, 7, 11, 12, 13, 28, 31, 32, 45, 46, 48, 57, 61, 80, 84, 375, 376, 397, 398, 403, 404, 407, 408, 409, 419, 420, 423, 440, 636, 660, 776, 779, 792, 812, 838, 844, 854, 857, 863, 864, 868, 870, 871, 872], "pil": [4, 6, 7, 8, 11, 12, 13, 28, 31, 32, 46, 47, 48, 812, 864], "time": [4, 5, 6, 7, 9, 10, 11, 13, 29, 31, 32, 37, 45, 47, 48, 49, 57, 59, 62, 68, 80, 82, 91, 97, 98, 134, 341, 372, 375, 376, 378, 387, 404, 409, 421, 423, 444, 451, 484, 490, 522, 616, 621, 629, 635, 636, 637, 639, 640, 644, 645, 659, 662, 677, 712, 715, 716, 717, 744, 745, 749, 750, 792, 793, 794, 810, 818, 819, 820, 823, 825, 827, 828, 829, 831, 834, 836, 837, 838, 840, 841, 844, 845, 849, 852, 854, 855, 856, 859, 860, 861, 863, 864, 868, 870, 871, 874, 875, 876], "filterwarn": [4, 5], "ignor": [4, 5, 44, 52, 53, 57, 74, 80, 139, 375, 376, 378, 387, 399, 400, 401, 430, 438, 446, 486, 487, 491, 530, 629, 636, 641, 663, 729, 730, 796, 819, 826, 828, 831, 844, 855, 876], "compos": [4, 6, 7, 11, 12, 31, 32, 45, 57, 80, 375, 389, 390, 391, 392, 819, 827, 841, 844, 863, 865, 870, 877], "resiz": [4, 6, 7, 8, 11, 12, 45, 46, 57, 80, 375, 411, 847], "centercrop": [4, 12], "224": [4, 6, 7, 12, 16, 18, 31, 32, 45, 46, 48, 812, 864], "totensor": [4, 6, 7, 11, 12, 45], "485": [4, 12, 45], "456": [4, 12, 45, 844], "406": [4, 12, 45, 57, 80, 397, 540, 634], "229": [4, 12, 45, 279, 632], "225": [4, 12, 45, 47, 234, 632], "torch_img": [4, 8, 12], "unsqueez": [4, 8, 11, 12], "img": [4, 8, 12, 28, 31, 32, 45, 46, 47, 49, 812, 852, 864], "ipython": [4, 8, 12, 26, 27, 28, 29, 31, 32, 50], "displai": [4, 8, 12, 28, 31, 32, 45, 46, 47, 49, 50, 819, 826, 828, 833, 844, 852], "end": [4, 8, 45, 46, 57, 80, 126, 228, 284, 353, 372, 375, 377, 378, 423, 452, 474, 484, 486, 487, 629, 632, 806, 812, 819, 820, 825, 828, 834, 840, 845, 847, 848, 855, 868, 873], "set_default_devic": [4, 5, 6, 8, 11, 12, 13, 217, 631, 830], "ivy_model": [4, 5, 8, 12, 48], "ivy_alexnet": 4, "quick": [4, 20, 32, 820, 822, 842, 853], "trace_graph": [4, 5, 8, 12, 24, 25, 26, 27, 31, 32, 34, 35, 36, 37, 38, 39, 48, 794, 812, 849, 854, 862], "moment": [4, 57, 59, 80, 82, 376, 433, 615, 616, 621, 635, 796, 810, 818, 825, 855, 863, 864], "cost": [4, 59, 82, 615, 616, 619, 621, 622, 623, 635, 640, 715, 716, 717, 806, 829, 847, 868], "arg": [4, 6, 8, 9, 10, 11, 12, 16, 18, 26, 27, 29, 31, 32, 36, 37, 38, 49, 52, 74, 96, 106, 122, 203, 213, 601, 628, 629, 631, 634, 771, 773, 788, 789, 792, 793, 794, 798, 801, 805, 810, 812, 824, 829, 830, 833, 839, 840, 841, 847, 849, 853, 863, 864, 865], "asarrai": [4, 5, 8, 11, 12, 46, 53, 57, 58, 69, 76, 80, 81, 92, 127, 385, 514, 515, 545, 556, 560, 561, 591, 592, 593, 629, 634, 636, 645, 646, 650, 750, 754, 833, 838, 841, 842], "cuda": [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 22, 31, 46, 47, 50, 53, 57, 66, 76, 80, 89, 137, 138, 141, 193, 194, 195, 211, 382, 508, 509, 511, 512, 629, 631, 637, 643, 688, 738, 739, 740, 741, 791, 792, 793, 794, 795, 796, 797, 810, 849, 855, 857, 875], "output": [4, 5, 7, 8, 9, 10, 12, 22, 28, 29, 31, 32, 44, 45, 46, 48, 51, 53, 54, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 73, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 92, 93, 94, 102, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 126, 127, 128, 129, 130, 131, 132, 133, 135, 136, 137, 138, 139, 141, 142, 143, 144, 145, 146, 148, 149, 152, 154, 179, 213, 214, 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, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 317, 318, 322, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 364, 365, 366, 367, 369, 372, 374, 375, 376, 377, 378, 381, 382, 383, 385, 387, 388, 389, 390, 391, 392, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 407, 408, 409, 411, 412, 413, 414, 417, 419, 420, 421, 423, 424, 426, 427, 428, 430, 432, 435, 436, 438, 441, 442, 443, 444, 446, 447, 450, 452, 453, 454, 455, 456, 457, 458, 459, 460, 467, 468, 469, 472, 474, 475, 476, 477, 478, 481, 482, 483, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 496, 497, 498, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 515, 520, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 539, 540, 541, 545, 546, 547, 549, 553, 562, 569, 576, 577, 578, 602, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 629, 630, 631, 632, 634, 635, 636, 637, 638, 639, 641, 642, 643, 644, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 666, 667, 668, 669, 670, 671, 673, 674, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 686, 688, 689, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 709, 710, 711, 712, 714, 731, 737, 738, 739, 740, 741, 743, 744, 745, 746, 747, 748, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 771, 776, 791, 792, 805, 806, 812, 814, 819, 820, 822, 823, 824, 826, 827, 829, 830, 831, 832, 835, 836, 837, 838, 839, 840, 841, 842, 844, 845, 846, 849, 851, 853, 854, 855, 857, 863, 864, 871], "softmax": [4, 6, 7, 12, 16, 29, 31, 32, 47, 51, 61, 72, 73, 84, 377, 454, 626, 636, 663, 666, 788, 812], "pass": [4, 6, 7, 8, 11, 12, 13, 14, 16, 18, 22, 29, 31, 32, 38, 44, 45, 47, 49, 50, 56, 57, 72, 74, 79, 80, 95, 103, 122, 123, 125, 157, 179, 194, 213, 228, 274, 375, 377, 378, 381, 382, 387, 421, 454, 474, 501, 503, 508, 528, 529, 562, 628, 630, 631, 632, 634, 640, 715, 716, 771, 773, 777, 784, 789, 793, 794, 796, 797, 801, 805, 810, 812, 816, 818, 820, 823, 824, 825, 827, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 844, 847, 855, 863, 864, 865, 868], "argsort": [4, 12, 69, 92, 646, 755, 841], "descend": [4, 12, 69, 92, 637, 646, 687, 688, 753, 756], "top": [4, 12, 15, 20, 29, 31, 32, 45, 46, 57, 64, 80, 319, 369, 377, 378, 452, 494, 545, 634, 700, 812, 819, 820, 829, 834, 841, 843, 844, 847, 852, 853, 870, 874], "logit": [4, 5, 6, 7, 8, 12, 45, 46, 47, 48, 57, 63, 80, 86, 367, 382, 508, 511, 638, 696, 698, 788, 812, 863], "gather": [4, 12, 45, 57, 58, 80, 81, 330, 331, 332, 369, 553, 555, 634, 877], "to_list": [4, 12, 58, 81, 634], "arrai": [4, 5, 6, 7, 9, 10, 12, 13, 14, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 38, 43, 44, 45, 46, 47, 49, 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, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 97, 98, 100, 103, 106, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 128, 129, 130, 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"285": [4, 12, 80], "64773697": 4, "29496649": 4, "04526037": 4, "tiger": [4, 12], "tabbi": [4, 7, 12], "egyptian": [4, 12], "torch_alexnet": 4, "alexnet_weight": 4, "imagenet1k_v1": [4, 12], "dropout": [4, 61, 84, 375, 399, 400, 401, 636, 661, 663, 666, 792, 852], "torch_output": [4, 8, 9, 12], "dim": [4, 12, 47, 57, 74, 76, 80, 141, 313, 369, 375, 378, 393, 403, 404, 405, 408, 416, 474, 496, 629, 636, 649, 656, 657, 662, 778, 792, 812, 829, 841, 842, 847], "torch_class": [4, 12], "torch_logit": [4, 12], "tensor": [4, 5, 6, 9, 11, 12, 13, 16, 18, 22, 23, 26, 27, 29, 31, 32, 33, 37, 43, 45, 53, 56, 57, 58, 61, 62, 63, 64, 66, 70, 74, 76, 79, 80, 81, 84, 85, 86, 87, 89, 93, 96, 129, 137, 138, 141, 147, 163, 179, 271, 272, 302, 319, 323, 324, 325, 326, 327, 328, 337, 360, 367, 369, 372, 375, 376, 377, 378, 387, 388, 394, 395, 398, 402, 411, 412, 413, 414, 421, 423, 425, 432, 433, 434, 435, 438, 440, 442, 444, 445, 448, 450, 451, 452, 454, 457, 458, 474, 477, 482, 485, 486, 487, 488, 491, 496, 497, 528, 533, 576, 577, 629, 630, 632, 634, 636, 637, 638, 639, 643, 647, 659, 662, 663, 678, 689, 696, 706, 708, 738, 761, 792, 801, 806, 810, 812, 824, 825, 829, 830, 834, 836, 837, 840, 841, 842, 844, 845, 847, 849, 851, 852, 854, 855, 857, 859, 863, 864, 865, 867, 868, 871, 873, 874, 877], "6477": 4, "2950": 4, "0453": 4, "grad_fn": [4, 12, 29, 43, 618, 625, 635, 852], "takebackward0": [4, 12], "great": [4, 7, 8, 812, 820, 844, 849, 851, 860, 861, 876], "simpl": [4, 7, 16, 20, 21, 23, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 43, 45, 47, 50, 57, 80, 387, 522, 778, 792, 806, 812, 818, 819, 820, 824, 826, 827, 829, 830, 831, 832, 837, 840, 841, 844, 845, 847, 851, 853, 854, 855, 857, 859, 863, 864, 869, 870, 871, 872], "let": [4, 5, 6, 7, 8, 9, 11, 13, 14, 16, 18, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 38, 43, 45, 46, 48, 50, 58, 70, 81, 220, 221, 222, 223, 226, 229, 238, 241, 243, 245, 254, 255, 256, 261, 263, 276, 284, 286, 287, 291, 552, 553, 632, 634, 637, 647, 691, 761, 763, 764, 765, 766, 812, 818, 821, 824, 826, 827, 828, 829, 830, 831, 832, 833, 834, 841, 842, 844, 845, 846, 847, 849, 851, 852, 853, 854, 861, 863, 864, 877], "ll": [4, 6, 7, 8, 9, 11, 13, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 46, 812, 813, 815, 816, 818, 819, 820, 821, 826, 831, 834, 835, 839, 840, 852, 856, 861, 863, 864], "try": [4, 6, 7, 23, 33, 43, 46, 50, 74, 601, 634, 791, 801, 812, 818, 819, 820, 823, 824, 827, 828, 829, 833, 835, 840, 842, 849, 851, 855, 858, 860, 861, 865], "tf": [4, 6, 8, 9, 10, 13, 16, 18, 23, 26, 27, 29, 31, 32, 33, 34, 36, 38, 43, 48, 49, 789, 812, 824, 829, 830, 836, 840, 841, 844, 845, 847, 849, 854, 855, 857, 863, 864, 865, 870], "onc": [4, 6, 8, 31, 32, 43, 45, 62, 66, 85, 89, 213, 376, 429, 631, 637, 643, 672, 673, 674, 687, 738, 812, 818, 819, 820, 827, 828, 829, 830, 831, 834, 835, 840, 841, 844, 847, 849, 852, 855, 856, 861, 863], "set": [4, 7, 9, 16, 18, 24, 31, 32, 34, 37, 45, 46, 47, 48, 49, 52, 57, 58, 61, 62, 67, 69, 70, 74, 80, 81, 84, 85, 90, 92, 93, 115, 118, 125, 145, 147, 181, 182, 183, 184, 185, 196, 209, 210, 211, 212, 213, 228, 328, 340, 356, 358, 363, 369, 372, 373, 375, 376, 377, 378, 387, 398, 419, 423, 427, 431, 434, 452, 457, 458, 474, 484, 487, 494, 522, 527, 528, 529, 530, 531, 532, 534, 538, 545, 557, 562, 578, 579, 580, 582, 583, 584, 585, 586, 587, 588, 589, 595, 603, 626, 628, 629, 630, 631, 632, 634, 636, 637, 641, 643, 644, 646, 647, 659, 666, 668, 678, 680, 683, 686, 687, 718, 725, 728, 729, 730, 735, 736, 742, 744, 745, 749, 751, 752, 753, 756, 764, 766, 773, 776, 777, 778, 779, 784, 791, 792, 794, 796, 801, 806, 809, 810, 812, 813, 820, 822, 823, 824, 826, 827, 828, 829, 830, 831, 833, 835, 837, 838, 840, 841, 842, 844, 845, 847, 849, 851, 852, 859, 862, 863, 864, 868, 869, 870, 871, 872, 874, 877], "post": [4, 6, 8, 45, 65, 88, 642, 737, 819, 834, 839, 854, 856], "process": [4, 6, 8, 26, 31, 32, 36, 45, 207, 219, 631, 813, 819, 820, 826, 827, 828, 834, 835, 837, 839, 841, 842, 843, 844, 847, 849, 854, 860, 861, 863, 868, 869, 870, 873, 874, 876, 877], "st": [4, 5, 11, 776, 823, 842, 844], "perf_count": [4, 9, 10, 11], "raw_logit": 4, "latenc": [4, 11], "nn": [4, 6, 7, 8, 10, 18, 29, 31, 32, 45, 49, 139, 629, 812, 837, 842, 847, 854, 864, 871], "direct": [4, 57, 80, 341, 348, 352, 357, 361, 372, 375, 378, 409, 420, 475, 476, 490, 646, 756, 818, 824, 826, 841, 847, 853, 854, 866, 870, 871, 874], "tolist": 4, "652289830999962": 4, "int32": [4, 43, 45, 54, 57, 58, 66, 67, 70, 77, 80, 81, 89, 90, 132, 137, 141, 143, 149, 152, 155, 157, 159, 161, 163, 166, 168, 169, 173, 176, 180, 184, 188, 190, 208, 235, 271, 272, 383, 387, 513, 523, 524, 525, 553, 562, 599, 629, 630, 631, 632, 634, 643, 644, 647, 739, 740, 741, 745, 757, 758, 763, 765, 776, 777, 829, 841, 844, 849], "6477362": 4, "29496726": 4, "04526032": 4, "As": [4, 6, 7, 8, 11, 13, 14, 16, 18, 24, 28, 29, 31, 32, 34, 37, 43, 44, 68, 72, 95, 637, 645, 685, 749, 750, 751, 752, 812, 816, 818, 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873], "repeat": [4, 5, 25, 35, 57, 58, 64, 80, 81, 87, 375, 378, 387, 404, 409, 473, 522, 547, 634, 639, 640, 712, 716, 717, 805, 820, 824, 825, 831, 832, 840, 844], "previou": [4, 14, 24, 25, 26, 28, 34, 35, 36, 38, 59, 80, 82, 187, 188, 189, 190, 191, 364, 374, 375, 421, 602, 604, 605, 606, 607, 609, 610, 612, 616, 621, 630, 634, 635, 791, 809, 819, 820, 823, 825, 828, 830, 836, 841, 844, 847, 854, 855, 873], "trace": [4, 5, 6, 8, 11, 12, 13, 20, 21, 25, 28, 31, 34, 36, 37, 49, 58, 62, 74, 81, 85, 564, 565, 568, 579, 588, 603, 611, 634, 637, 773, 784, 794, 796, 810, 812, 823, 827, 829, 841, 846, 847, 849, 854, 855, 862, 863, 864, 871, 876], "026875037000081647": 4, "overrid": [4, 8, 37, 46, 53, 57, 76, 80, 141, 387, 522, 629, 824, 826], "prealloc": [4, 8], "temporari": [4, 8, 589, 612, 634, 806, 829, 846], "fix": [4, 8, 47, 57, 80, 97, 98, 372, 375, 376, 421, 451, 636, 663, 812, 816, 819, 820, 823, 829, 835, 844, 845], "until": [4, 8, 806, 820, 840, 849, 855, 860, 863, 877], "o": [4, 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562, 564, 565, 568, 572, 576, 577, 591, 592, 593, 595, 597, 599, 600, 613, 624, 628, 630, 631, 634, 641, 650, 651, 652, 653, 659, 660, 666, 667, 668, 673, 674, 675, 676, 677, 678, 680, 682, 684, 685, 691, 696, 697, 698, 699, 703, 706, 707, 708, 709, 710, 713, 714, 718, 719, 721, 724, 725, 726, 727, 729, 730, 731, 735, 736, 738, 739, 740, 741, 743, 746, 749, 750, 751, 752, 753, 757, 758, 761, 763, 764, 766, 767, 768, 773, 774, 789, 792, 794, 801, 806, 824, 827, 852, 853, 857, 863, 864, 865], "recurs": [22, 31, 32, 45, 47, 52, 74, 75, 166, 167, 199, 200, 376, 448, 550, 551, 557, 630, 631, 634, 641, 718, 719, 722, 728, 729, 730, 771, 819, 823, 826, 827, 834, 837, 840, 853, 855], "fashion": [22, 778, 844, 864], "native_arrai": [22, 31, 32, 53, 54, 56, 76, 78, 79, 80, 81, 85, 92, 110, 113, 136, 139, 141, 143, 149, 152, 153, 154, 155, 163, 168, 175, 197, 206, 214, 230, 234, 239, 240, 241, 243, 247, 251, 259, 260, 268, 273, 276, 279, 282, 287, 335, 336, 363, 372, 377, 378, 458, 484, 490, 494, 534, 537, 564, 565, 568, 599, 626, 629, 630, 631, 632, 634, 636, 637, 638, 639, 643, 644, 647, 648, 650, 651, 658, 666, 669, 673, 674, 679, 680, 684, 688, 689, 691, 694, 696, 698, 699, 706, 738, 747, 756, 762, 765, 767, 773, 783, 801, 816, 834, 842, 844], "data_class": [22, 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, 101, 102, 103, 105, 106, 107, 395, 396, 545, 549, 687, 712], "low": [22, 31, 34, 50, 57, 61, 66, 80, 84, 89, 375, 418, 422, 636, 643, 649, 650, 651, 652, 654, 656, 658, 739, 741, 778, 827, 833, 840, 841, 847, 849, 866, 868, 870, 871, 872, 874, 876], "c": [22, 31, 37, 46, 47, 53, 57, 58, 59, 61, 64, 70, 76, 77, 79, 80, 81, 82, 84, 85, 87, 91, 93, 97, 98, 116, 127, 128, 138, 141, 165, 168, 223, 234, 240, 241, 261, 262, 264, 273, 276, 284, 291, 375, 376, 378, 381, 387, 389, 390, 391, 392, 403, 408, 424, 426, 428, 429, 431, 443, 462, 463, 464, 474, 492, 496, 501, 502, 503, 506, 524, 537, 545, 546, 547, 548, 556, 560, 561, 591, 600, 615, 616, 619, 621, 622, 623, 626, 629, 630, 632, 634, 635, 636, 637, 639, 641, 644, 645, 647, 650, 651, 652, 653, 654, 655, 657, 672, 674, 676, 706, 710, 718, 721, 725, 726, 727, 729, 730, 735, 736, 747, 752, 758, 759, 764, 766, 795, 805, 806, 813, 819, 822, 825, 826, 827, 831, 837, 839, 848, 849, 850, 852, 855, 857, 858, 860, 861, 864, 866, 870, 874, 875, 877], "fundament": [22, 31, 828, 841, 847, 849, 859, 870], "signatur": [22, 31, 378, 387, 484, 522, 829, 830, 831, 832, 836, 840, 844, 845, 847, 860, 867, 876], "matmul": [22, 31, 32, 48, 62, 85, 376, 446, 614, 634, 637, 687, 825, 844, 845, 849], "to_n": [22, 31, 32, 43, 52, 75, 849], "jaxlib": [22, 28, 46, 801, 819, 824, 829, 830, 836, 845, 849, 851], "xla_extens": [22, 28, 801, 824, 829, 830, 836, 845, 849, 851], "arrayimpl": [22, 28, 801], "disabl": [22, 31, 57, 80, 378, 492, 794, 810, 826], "array_mod": [22, 31, 578, 602, 634, 846], "set_array_mod": [22, 31, 602, 634, 846], "ultim": [22, 31, 863], "sigmoid": [22, 31, 32, 43, 51, 57, 73, 80, 301, 367, 382, 508, 626, 788, 849, 852, 853], "z": [22, 31, 32, 44, 45, 53, 56, 57, 58, 62, 63, 66, 68, 70, 76, 79, 80, 81, 85, 86, 87, 89, 93, 102, 103, 137, 138, 140, 141, 201, 223, 224, 228, 230, 233, 235, 240, 251, 252, 255, 256, 257, 259, 260, 265, 267, 269, 270, 271, 272, 280, 289, 300, 301, 335, 336, 338, 367, 372, 377, 387, 453, 455, 456, 457, 458, 459, 465, 469, 480, 521, 522, 525, 532, 537, 549, 552, 553, 560, 561, 577, 590, 592, 593, 601, 614, 629, 631, 632, 634, 637, 638, 639, 641, 643, 644, 645, 647, 668, 677, 682, 683, 687, 694, 696, 697, 698, 699, 721, 725, 727, 735, 739, 740, 741, 744, 749, 759, 760, 762, 763, 764, 791, 812, 825, 827, 830, 831, 849, 851, 863], "divid": [22, 27, 31, 32, 48, 56, 57, 58, 64, 74, 79, 80, 87, 102, 103, 247, 381, 454, 501, 502, 503, 506, 592, 632, 634, 639, 708, 824, 827, 831, 835, 844], "exp": [22, 31, 32, 56, 57, 79, 80, 116, 118, 245, 265, 278, 301, 367, 375, 377, 403, 408, 457, 626, 632, 637, 685, 839, 841], "entir": [22, 31, 32, 34, 47, 57, 70, 71, 74, 80, 81, 93, 94, 213, 243, 245, 285, 286, 335, 336, 372, 375, 378, 387, 399, 400, 401, 484, 525, 558, 631, 632, 647, 648, 760, 761, 762, 763, 764, 765, 766, 767, 768, 792, 806, 818, 819, 820, 823, 824, 827, 829, 831, 833, 840, 841, 842, 844, 847, 849, 852, 853, 854, 855, 860, 861, 864, 870, 876, 877], "congratul": [22, 28], "independ": [22, 32, 57, 66, 80, 89, 223, 240, 273, 283, 381, 382, 506, 508, 632, 637, 643, 668, 686, 738, 812, 823, 829, 831, 838, 849, 854, 864, 868], "div": [23, 24, 25, 26, 27, 31, 32, 33, 34, 35, 36, 37, 38, 865], "sub": [23, 24, 25, 26, 27, 31, 32, 33, 34, 35, 36, 37, 38, 57, 62, 64, 74, 75, 79, 80, 81, 85, 87, 103, 272, 376, 378, 387, 430, 470, 479, 499, 528, 529, 557, 634, 637, 639, 640, 671, 691, 708, 715, 716, 717, 818, 820, 822, 827, 833, 841, 842, 844, 851, 852, 853, 865, 866], "with_numpi": 23, "reproduc": [23, 48, 61, 84, 636, 659, 776, 777, 778, 779, 784, 816, 823, 834], "x_": [23, 33, 98, 284, 632, 865], "66391283": 23, "12516928": 23, "38367081": 23, "03102401": 23, "76419425": 23, "52797794": 23, "90346956": 23, "61316347": 23, "27585283": 23, "66309303": 23, "ivy_repo": 23, "sever": [23, 24, 33, 34, 36, 37, 38, 57, 80, 97, 375, 376, 389, 390, 391, 392, 444, 776, 819, 820, 845, 855, 868, 874], "pro": [23, 24, 25, 33, 34, 35, 36, 37, 38], "pick": [24, 34, 791], "trigger": [24, 34, 794, 818, 835], "unif": [24, 26, 27, 34, 36, 813, 851, 860, 866, 876], "55563945": 24, "65538704": 24, "14150524": 24, "46951997": 24, "30220294": 24, "14739668": 24, "57017946": 24, "91962677": 24, "51029003": 24, "59644395": 24, "constitu": [24, 34, 74, 854], "5556394": 24, "655387": 24, "1415051": 24, "4695197": 24, "3022028": 24, "1473966": 24, "5701794": 24, "91962665": 24, "51028997": 24, "5964439": 24, "985": 24, "000": [24, 79, 274, 776, 816, 828, 834], "On": [24, 31, 32, 819, 829, 830, 835, 841, 844, 847, 850, 854], "hand": [24, 56, 376, 446, 776, 812, 823, 829, 830, 835, 837, 844, 855], "learnt": [25, 35], "ivy_norm": 25, "jax_norm": [25, 31, 32], "wider": [25, 35, 585, 608, 634, 829, 846, 876], "avoid": [25, 35, 37, 57, 64, 80, 240, 245, 247, 263, 273, 377, 378, 381, 454, 462, 463, 464, 470, 472, 474, 475, 476, 479, 483, 490, 499, 501, 502, 503, 539, 555, 557, 580, 585, 608, 632, 634, 639, 702, 703, 704, 706, 708, 709, 711, 713, 778, 779, 819, 820, 825, 826, 827, 828, 829, 833, 838, 841, 844, 845, 846, 847, 870], "act": [25, 35, 57, 80, 298, 363, 373, 820, 831, 846, 855, 877], "shorthand": [25, 35, 37, 844], "pair": [25, 35, 45, 57, 61, 80, 84, 228, 247, 320, 362, 369, 372, 375, 409, 418, 420, 422, 632, 636, 637, 649, 650, 651, 652, 654, 656, 658, 666, 668, 806], "93968587": 25, "26075466": 25, "22723222": 25, "06276492": 25, "47426987": 25, "72835908": 25, "71737559": 25, "50411096": 25, "65419174": 25, "15576624": 25, "implic": [25, 35, 36, 39, 827], "satisfi": [26, 27, 28, 29, 45, 47, 50, 57, 375, 376, 398, 430, 829, 831], "fw": [26, 27, 28, 29, 61, 84, 387, 522, 636, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 773, 819, 844], "mxnet": [26, 27, 28, 29, 209, 631, 801, 818, 819, 860, 877], "einop": [26, 27, 28, 29, 45, 47, 50, 58, 81, 545, 546, 547, 634, 829, 860], "miniconda": [26, 27, 28, 29], "multienv": [26, 27, 28, 29], "site": [26, 27, 28, 29, 871], "psutil": [26, 27, 28, 29, 45, 47, 50], "termcolor": [26, 27, 28, 29, 45, 47, 50, 74, 103], "colorama": [26, 27, 28, 29, 45, 47], "535": [26, 27, 28, 29, 51, 73, 118, 626, 833], "diskcach": [26, 27, 28, 29, 45], "auth": [26, 27, 28, 29], "urllib3": [26, 27, 28, 29, 45], "pyvi": [26, 27, 28, 29, 31, 32], "dill": [26, 27, 28, 29, 45], "astunpars": [26, 27, 28, 29], "cloudpickl": [26, 27, 28, 29], "gast": [26, 27, 28, 29], "wheel": [26, 27, 28, 29, 45, 47, 50, 859], "six": [26, 27, 28, 29, 45, 50, 819, 847], "cachetool": [26, 27, 28, 29], "pyasn1": [26, 27, 28, 29], "rsa": [26, 27, 28, 29], "jinja2": [26, 27, 28, 29], "jsonpickl": [26, 27, 28, 29], "networkx": [26, 27, 28, 29, 50], "charset": [26, 27, 28, 29, 45], "idna": [26, 27, 28, 29, 45], "certifi": [26, 27, 28, 29, 45], "2017": [26, 27, 28, 29, 45, 636, 663], "jedi": [26, 27, 28, 29], "inlin": [26, 27, 28, 29, 826], "prompt": [26, 27, 28, 29, 818, 820], "toolkit": [26, 27, 28, 29, 870, 871, 877], "pygment": [26, 27, 28, 29], "traitlet": [26, 27, 28, 29], "exceptiongroup": [26, 27, 28, 29], "pexpect": [26, 27, 28, 29], "markupsaf": [26, 27, 28, 29], "parso": [26, 27, 28, 29], "ptyprocess": [26, 27, 28, 29], "wcwidth": [26, 27, 28, 29], "asttoken": [26, 27, 28, 29], "pure": [26, 27, 28, 29, 37, 47, 812, 832, 836, 841, 847, 851, 854, 855, 870, 876, 877], "lazili": [26, 27, 28, 31, 32, 36, 38, 49, 812, 863, 864, 865], "actual": [26, 36, 816, 820, 822, 828, 834, 837, 838, 840, 841, 842, 844, 847, 848, 853, 855, 871, 876], "occur": [26, 31, 32, 36, 49, 54, 56, 68, 77, 79, 91, 155, 274, 290, 630, 632, 644, 645, 744, 745, 749, 750, 751, 752, 823, 828, 830, 833, 846], "altern": [26, 36, 46, 57, 80, 85, 97, 98, 334, 342, 343, 344, 348, 350, 351, 352, 353, 355, 356, 357, 361, 362, 372, 818, 819, 826, 840, 852, 873], "assum": [26, 27, 36, 37, 38, 53, 56, 57, 58, 61, 62, 63, 79, 80, 81, 84, 85, 86, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 142, 143, 144, 145, 146, 148, 149, 155, 171, 175, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 240, 241, 243, 245, 246, 247, 251, 252, 253, 254, 255, 256, 257, 260, 262, 263, 264, 265, 267, 268, 269, 270, 273, 275, 276, 277, 278, 280, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 313, 329, 335, 336, 338, 341, 359, 369, 372, 375, 376, 378, 387, 394, 395, 396, 397, 399, 400, 401, 407, 412, 413, 414, 419, 421, 430, 444, 446, 484, 492, 496, 522, 525, 552, 556, 558, 560, 569, 591, 600, 624, 629, 630, 632, 634, 635, 636, 637, 638, 639, 642, 644, 645, 646, 647, 648, 650, 651, 652, 653, 654, 658, 659, 660, 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838, 842, 844, 847, 861, 865, 871], "07": [27, 45, 47, 59, 63, 79, 82, 86, 89, 228, 261, 264, 265, 284, 375, 407, 605, 615, 616, 618, 619, 620, 621, 632, 634, 635, 638, 697, 698, 740, 793, 796, 853], "981554": 27, "happen": [27, 31, 32, 292, 632, 812, 819, 820, 821, 830, 840, 844, 852, 861, 863, 864], "wherea": [27, 38, 80, 375, 421, 820, 824, 827, 829, 830, 831, 836, 837, 844, 854, 867], "subtract": [27, 31, 32, 56, 79, 102, 103, 134, 378, 484, 629, 632, 824, 827, 831], "filelock": [28, 45], "extens": [28, 45, 56, 62, 79, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 139, 142, 143, 144, 145, 146, 148, 149, 155, 165, 168, 180, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 240, 241, 243, 245, 246, 247, 251, 252, 253, 254, 255, 256, 260, 262, 263, 264, 265, 267, 268, 269, 270, 273, 275, 276, 277, 278, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 335, 336, 338, 372, 375, 378, 387, 419, 492, 496, 522, 629, 630, 632, 637, 639, 644, 645, 646, 647, 648, 667, 668, 669, 670, 671, 673, 674, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 693, 694, 700, 702, 703, 704, 706, 707, 709, 710, 714, 744, 745, 747, 748, 749, 750, 751, 752, 753, 756, 760, 761, 762, 763, 764, 765, 766, 767, 768, 817, 819, 820, 832, 834, 835, 844, 867, 870, 877], "sympi": [28, 860], "fsspec": [28, 45], "mpmath": 28, "often": [28, 57, 377, 452, 817, 823, 833, 836, 837, 841, 844, 855, 861, 871, 874, 877], "fortun": [28, 29, 823], "everyth": [28, 46, 805, 812, 818, 819, 820, 821, 822, 828, 831, 840, 841, 842, 844, 850, 855, 856, 861], "practic": [28, 820, 825, 828, 841, 843, 873], "everi": [28, 31, 32, 37, 45, 53, 57, 58, 80, 81, 135, 136, 301, 335, 336, 349, 367, 372, 375, 378, 412, 413, 414, 421, 498, 534, 629, 634, 818, 820, 823, 825, 826, 828, 829, 831, 835, 836, 837, 838, 840, 841, 842, 844, 849, 851, 853, 863, 864, 865, 870], "jax_kornia": [28, 31, 32, 812, 864], "though": [28, 817, 818, 820, 829, 830, 832, 837, 840, 841, 847, 852, 855], "000000000034": [28, 31, 32, 812, 864], "raw_img": [28, 31, 32, 812, 864], "sharp": [28, 31, 32, 812], "prefer": [28, 31, 32, 247, 632, 819, 827, 833, 834, 838, 841, 856, 870], "whole": [29, 57, 80, 378, 381, 491, 504, 505, 507, 820, 826, 835], "full": [29, 57, 62, 80, 84, 85, 97, 98, 100, 165, 252, 260, 323, 324, 325, 326, 327, 369, 376, 377, 378, 449, 450, 456, 457, 485, 488, 579, 588, 603, 611, 629, 630, 632, 634, 636, 637, 651, 653, 654, 655, 657, 680, 684, 686, 687, 777, 784, 812, 819, 820, 826, 829, 832, 833, 836, 837, 841, 844, 847, 849, 855, 860, 861, 868, 870, 876], "complex": [29, 31, 32, 45, 51, 56, 57, 62, 70, 73, 77, 79, 80, 85, 93, 110, 111, 112, 113, 114, 115, 116, 117, 118, 142, 143, 158, 172, 181, 187, 220, 221, 222, 223, 224, 225, 226, 229, 237, 238, 240, 241, 243, 245, 253, 254, 255, 256, 257, 261, 262, 263, 264, 273, 275, 276, 278, 280, 283, 284, 285, 286, 287, 290, 291, 295, 300, 301, 303, 338, 343, 344, 367, 372, 375, 376, 387, 398, 409, 419, 420, 424, 429, 430, 431, 442, 444, 530, 531, 592, 593, 626, 629, 630, 632, 634, 637, 644, 647, 672, 673, 674, 678, 685, 687, 689, 691, 694, 747, 762, 763, 765, 777, 788, 806, 815, 818, 821, 826, 829, 831, 838, 841, 844, 845, 847, 852, 853, 854, 855, 857, 864, 866, 868, 870, 872, 876, 877], "neccessari": 29, "set_random_se": [29, 48], "301436": 29, "_c": 29, "0x7f252c392390": 29, "flatten": [29, 31, 32, 45, 47, 50, 57, 58, 62, 64, 67, 68, 80, 81, 85, 87, 90, 91, 340, 356, 372, 376, 378, 387, 427, 473, 483, 487, 492, 493, 496, 498, 520, 527, 528, 529, 530, 531, 532, 545, 549, 634, 637, 639, 644, 645, 675, 682, 694, 700, 705, 707, 744, 745, 749, 750, 751, 752, 771, 773, 812, 840, 847], "keyword": [29, 31, 32, 47, 49, 52, 53, 57, 74, 80, 103, 139, 274, 375, 378, 387, 423, 484, 522, 536, 539, 572, 601, 629, 632, 634, 637, 641, 647, 688, 724, 765, 771, 773, 777, 793, 794, 805, 818, 824, 827, 829, 830, 838, 840, 841, 842, 844, 845, 847, 852, 863, 864, 865], "input_arrai": [29, 31, 32, 840], "torch_model": [29, 31, 32, 49], "159": [29, 73, 110, 626, 636, 660], "thank": [29, 852, 860], "fledg": [29, 819, 849, 850], "output_arrai": [29, 31, 32, 57, 454], "0893": 29, "1504": 29, "1372": 29, "0991": 29, "0867": 29, "0851": 29, "0911": 29, "0804": 29, "0926": 29, "0881": 29, "softmaxbackward0": 29, "furthermor": 29, "relat": [29, 247, 632, 812, 814, 817, 818, 819, 820, 826, 833, 841, 844, 845, 846, 847, 864, 873], "continu": [29, 31, 32, 47, 125, 287, 295, 367, 628, 632, 812, 817, 818, 819, 822, 823, 834, 840, 843, 844, 855, 860, 861, 870], "regress": [30, 870, 877], "checkout": [31, 46, 820, 823, 844], "f705efe7cb5d18df17ce6c1e20f04d0eb4933f48": 31, "theoret": 31, "aspect": [31, 32, 813, 839, 852, 870], "easiest": [31, 812, 814, 819, 856], "defer": [31, 32, 818, 824, 829, 830, 837, 840, 841, 844, 876], "similarli": [31, 44, 139, 147, 223, 328, 335, 336, 369, 372, 629, 632, 825, 829, 841, 847, 851, 876], "essenc": [31, 871, 876], "becom": [31, 57, 80, 97, 346, 372, 378, 464, 639, 699, 801, 820, 821, 827, 829, 831, 833, 840, 855, 859, 861, 863], "slide": [31, 57, 61, 80, 84, 375, 394, 395, 396, 412, 413, 414, 415, 418, 422, 636, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 792], "regressor": [31, 32, 812], "input_dim": [31, 32, 46, 812], "output_dim": [31, 32, 46, 812], "linear0": [31, 32, 43, 812, 852, 853], "linear1": [31, 32, 43, 812, 852, 853], "instanti": [31, 32, 784, 832], "adam": [31, 32, 43, 47, 59, 82, 536, 615, 616, 621, 634, 635, 796, 812, 852, 853, 854, 870], "n_training_exampl": [31, 32, 812], "2000": [31, 32, 80, 314, 369, 812], "random_norm": [31, 32, 61, 62, 66, 84, 85, 89, 545, 634, 636, 637, 643, 651, 653, 654, 655, 657, 658, 662, 687, 812], "linspac": [31, 32, 53, 76, 126, 629, 812, 836, 847, 849, 877], "pred": [31, 32, 46, 47, 57, 63, 80, 86, 377, 453, 456, 638, 696, 697, 698, 812, 827, 837, 840], "gradient": [31, 32, 45, 47, 57, 80, 97, 213, 364, 372, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 631, 640, 715, 716, 717, 773, 784, 796, 812, 822, 845, 852, 853, 855, 870], "grad": [31, 32, 43, 47, 615, 635, 796, 812, 839, 852, 853, 854], "execute_with_gradi": [31, 32, 43, 47, 635, 812, 852, 853, 854, 855], "lambda": [31, 32, 48, 50, 80, 123, 125, 297, 307, 544, 557, 617, 618, 620, 625, 628, 634, 635, 637, 641, 673, 725, 726, 730, 812, 818, 837, 838, 839, 842, 847, 849, 852], "2d": [31, 32, 47, 57, 80, 97, 313, 369, 375, 376, 378, 387, 390, 391, 399, 400, 442, 449, 463, 473, 522, 792, 810, 812, 841, 847], "5f": [31, 32, 812], "nonetheless": [31, 32], "extract": [31, 32, 39, 46, 57, 80, 98, 378, 467, 493, 841, 843, 845, 866, 870, 871, 876], "gc": [31, 32, 557, 634], "decompos": [31, 32, 57, 80, 97, 100, 323, 324, 325, 326, 327, 348, 355, 369, 372, 376, 440, 445, 448, 451, 841, 854], "said": [31, 32, 778, 845, 861, 863], "otherwis": [31, 32, 49, 52, 53, 54, 56, 57, 58, 61, 62, 67, 68, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 97, 110, 111, 112, 113, 114, 115, 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[31, 32], "return_backend_compiled_fn": 31, "immedi": [31, 32, 810, 818, 819], "built": [31, 32, 37, 45, 47, 50, 126, 629, 792, 793, 794, 812, 819, 820, 826, 827, 844, 850, 856, 863, 869, 870, 874], "eager_graph": [31, 32, 812, 863, 864], "lazy_graph": [31, 32, 812, 863, 864], "thought": [31, 32, 819, 820, 836, 860, 868], "matter": [31, 32, 37, 831, 859], "haven": [31, 32, 37, 856, 870], "jax_out": [31, 32], "ideal": [31, 32, 828, 829, 841, 847, 852], "worth": [31, 32], "differenti": [31, 32, 295, 365, 366, 367, 374, 870], "chosen": [31, 32, 50, 100, 126, 228, 629, 632, 644, 748, 818, 828, 841], "plai": [31, 32, 377, 456, 812, 815, 819, 821, 824, 830, 834, 841, 844, 854, 870, 873], "role": [31, 32, 812, 815, 820, 821, 830, 841, 850, 871, 873, 877], "dl": [31, 32], "effortlessli": [31, 32], "previous": [31, 32, 603, 634, 801, 818, 819, 825, 837, 839, 844, 849], "default_devic": [31, 32, 206, 209, 210, 211, 217, 218, 631, 830, 833, 834], "as_n": [31, 32, 54, 55, 74, 77, 78, 158, 159, 160, 161, 162, 163, 169, 196, 197, 630, 631, 829], "certainli": [31, 32, 812, 860, 876], "upon": [31, 32, 49, 810, 820, 821, 831, 840, 844, 847, 855, 869, 870], "unnecessari": [31, 32, 841], "extend": [31, 32, 57, 80, 378, 387, 484, 525, 825, 826, 829, 832, 833, 836, 841, 845, 855, 867, 870, 876], "infrastructur": [31, 32, 866, 872, 873], "least": [31, 56, 57, 62, 79, 80, 240, 258, 273, 375, 378, 387, 403, 408, 462, 463, 464, 473, 475, 522, 632, 637, 644, 677, 747, 812, 820, 824, 828, 829, 830, 831, 837, 840, 844, 864], "coco": 31, "seamlessli": [32, 844], "therefor": [32, 37, 53, 56, 57, 62, 79, 80, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 149, 155, 171, 175, 179, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 234, 235, 236, 237, 238, 240, 241, 243, 245, 246, 247, 251, 252, 253, 254, 255, 256, 260, 262, 263, 264, 265, 267, 268, 269, 270, 273, 275, 276, 277, 278, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 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854, 856, 865, 878], "newli": [33, 34, 46, 48, 54, 77, 152, 539, 630, 634, 820, 828, 840, 844], "randon": [33, 34, 36, 37, 38], "mean_": 33, "std_": 33, "detect": [33, 37, 56, 74, 79, 255, 632, 641, 718, 729, 818, 819, 825, 827, 828, 835, 844, 852, 853], "inspect": [33, 37, 535, 634], "__": [33, 34, 35, 36, 37, 38, 74, 831, 852], "script": [34, 812, 819, 820, 823, 828, 831, 849, 855, 870], "comp": 34, "low_level": 34, "chain": [34, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 97, 110, 111, 112, 113, 114, 115, 116, 117, 118, 134, 136, 141, 143, 149, 153, 155, 168, 172, 173, 180, 214, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 245, 246, 247, 251, 252, 254, 255, 256, 257, 259, 260, 261, 262, 263, 264, 265, 267, 268, 269, 270, 271, 272, 273, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 293, 294, 295, 296, 297, 299, 303, 304, 305, 306, 307, 309, 310, 311, 313, 334, 335, 336, 338, 340, 342, 350, 351, 357, 359, 361, 362, 363, 399, 400, 401, 419, 452, 453, 454, 455, 456, 457, 458, 459, 468, 469, 490, 492, 494, 496, 501, 503, 504, 505, 507, 509, 522, 523, 524, 525, 534, 537, 538, 540, 541, 545, 546, 547, 548, 549, 552, 553, 556, 558, 560, 561, 562, 564, 565, 568, 576, 577, 591, 592, 593, 595, 597, 599, 600, 613, 619, 624, 640, 641, 650, 651, 652, 653, 659, 660, 666, 667, 668, 673, 674, 675, 676, 677, 678, 680, 682, 684, 685, 691, 696, 697, 698, 699, 703, 706, 707, 708, 709, 710, 713, 714, 715, 716, 720, 731, 738, 739, 740, 741, 743, 746, 749, 750, 751, 752, 753, 757, 758, 761, 763, 764, 766, 767, 768, 797, 824, 827, 839, 841, 853, 854, 855, 870], "un": [34, 170, 630, 829, 849], "partial_comp": 34, "time_funct": 34, "express": [34, 56, 57, 79, 80, 98, 221, 225, 227, 228, 237, 239, 279, 285, 290, 359, 372, 632, 798, 806, 832, 841, 849, 854, 870, 871], "maxim": [34, 837, 840, 849, 867, 868, 872, 873, 874], "conclud": [35, 845], "collect": [35, 45, 47, 49, 50, 52, 74, 75, 626, 631, 634, 635, 636, 638, 641, 642, 643, 731, 788, 792, 793, 794, 795, 796, 819, 828, 833, 834, 838, 839, 842, 844, 868, 870, 873], "norm_comp": [36, 37], "global": [36, 37, 47, 58, 74, 81, 103, 158, 159, 160, 161, 162, 211, 212, 213, 582, 583, 586, 592, 593, 605, 606, 609, 630, 631, 634, 784, 795, 801, 819, 824, 825, 828, 829, 830, 833, 837, 841, 849, 870], "b": [37, 51, 56, 57, 58, 61, 62, 70, 73, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 97, 98, 101, 102, 103, 110, 111, 112, 113, 114, 115, 116, 117, 127, 128, 129, 134, 135, 136, 138, 141, 143, 149, 152, 153, 154, 155, 163, 173, 175, 180, 197, 214, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 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, 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841, 844, 849], "32768": [54, 77, 168, 593, 634], "32767": [54, 77, 168], "is_bool_dtyp": [54, 77, 630], "is_float_dtyp": [54, 77, 630, 845], "is_int_dtyp": [54, 77, 630, 842, 845], "is_uint_dtyp": [54, 77, 630, 842, 845], "result_typ": [54, 77, 630, 829], "arrays_and_dtyp": [54, 77, 180, 630], "_arraywithdevic": [55, 102], "move": [55, 57, 78, 80, 147, 210, 214, 218, 328, 369, 378, 483, 629, 631, 794, 812, 820, 830, 845], "addit": [55, 57, 58, 65, 78, 80, 81, 88, 123, 125, 214, 223, 283, 377, 381, 387, 452, 506, 521, 526, 545, 546, 547, 614, 628, 631, 632, 634, 636, 640, 642, 663, 717, 737, 792, 806, 818, 819, 820, 825, 829, 831, 832, 835, 837, 839, 840, 841, 844, 845, 847, 851, 852, 854, 863, 870, 871, 872, 876], "__dlpack__": [55, 78, 133, 214, 629, 631], "caveat": [55, 78, 214, 377, 456, 631], "portabl": [55, 78, 214, 631, 812, 868], "_arraywithelementwis": [56, 102], "ab": [56, 62, 72, 79, 95, 102, 103, 278, 334, 351, 372, 378, 491, 632, 637, 641, 678, 688, 694, 726, 729, 773, 805, 806, 816, 824, 829, 834, 838, 841, 844, 867], "absolut": [56, 57, 62, 72, 74, 79, 80, 85, 102, 220, 284, 334, 351, 354, 360, 372, 376, 377, 430, 447, 453, 455, 632, 637, 678, 679, 680, 685, 771, 773, 776, 778, 779, 813, 819], "aco": [56, 79, 632], "invers": [56, 57, 62, 79, 80, 85, 221, 222, 225, 226, 227, 228, 229, 344, 372, 375, 385, 398, 407, 409, 419, 514, 632, 637, 676, 679, 683, 798, 829], "cosin": [56, 79, 221, 222, 237, 238, 312, 315, 369, 375, 397, 407, 632, 792], "acosh": [56, 79, 166, 167, 630, 632, 816, 834], "area": [56, 57, 79, 80, 84, 222, 226, 229, 375, 411, 418, 422, 632, 815, 840, 847, 860, 866], "hyperbol": [56, 79, 222, 226, 229, 238, 286, 290, 291, 304, 308, 367, 632], "sector": [56, 79, 222, 226, 229, 632, 860], "multipli": [56, 57, 61, 70, 79, 80, 84, 97, 223, 289, 352, 375, 376, 411, 442, 443, 523, 524, 632, 636, 647, 659, 757, 763, 820, 824, 825, 827, 831], "angl": [56, 79, 228, 238, 286, 291, 350, 372, 632], "deg": [56, 79, 224, 632], "radian": [56, 57, 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678, 694, 776, 779, 816, 829, 834, 839], "719": [56, 228, 632], "atanh": [56, 79, 632], "549": [56, 79, 84, 229, 632, 636, 660], "bitwise_and": [56, 79, 632], "bitwise_invert": [56, 79, 632], "bitiwse_invert": [56, 231], "bitwise_left_shift": [56, 79, 632], "bitwise_or": [56, 79, 632], "bitwise_right_shift": [56, 79, 102, 632], "bitwise_xor": [56, 79, 102, 632], "ceil": [56, 57, 79, 80, 97, 100, 126, 375, 394, 395, 396, 412, 413, 414, 417, 629, 632, 792, 840], "416": [56, 237, 632], "540": [56, 237], "990": [56, 237], "cosh": [56, 79, 237, 632], "deg2rad": [56, 79, 632], "180": [56, 79, 239, 279, 632], "270": [56, 79, 239, 279, 632], "360": [56, 79, 239, 279, 632, 828], "dividend": [56, 79, 240, 247, 282, 294, 632], "divisor": [56, 57, 59, 70, 79, 80, 82, 93, 240, 247, 250, 251, 282, 294, 375, 378, 394, 395, 396, 470, 479, 499, 615, 616, 621, 632, 635, 647, 764, 766, 792, 796], "375": [56, 241, 276], "erf": [56, 79, 343, 372, 632], "exponenti": [56, 57, 79, 80, 242, 243, 245, 265, 278, 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