From 7a13dfd59ec913b86777eea07bbeaac0c74662e7 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Fri, 26 Jan 2024 12:06:21 +0000
Subject: [PATCH] Update versions of used GitHub actions to the latest (#1666)
 334d6ca0c863ae2b0f9bde40cabc0a11de70e26f

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43, 56, 57, 67, 70, 71, 74, 77, 79, 82, 83, 85, 120, 121, 122, 125, 126, 138, 142, 147, 148, 171, 188, 190, 191, 192, 193, 196, 197, 202, 203, 204, 205, 206, 207, 208, 210, 211, 212, 261, 262, 263, 270, 280, 282, 287, 288, 298, 300, 302, 304, 318, 319, 320, 376, 378, 383, 384, 386, 395, 399, 400, 402, 404, 405, 408, 409, 410, 412, 415, 418, 425, 427, 438], "limit": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 38, 45, 46, 47, 48, 49, 50, 52, 53, 55, 58, 59, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 73, 74, 77, 78, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 123, 124, 125, 126, 127, 129, 130, 131, 132, 133, 134, 135, 138, 139, 140, 143, 144, 145, 148, 149, 150, 151, 152, 153, 158, 159, 160, 162, 165, 167, 172, 174, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 264, 266, 305, 306, 307, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 321, 323, 324, 325, 326, 328, 331, 332, 333, 334, 335, 336, 337, 338, 339, 341, 342, 343, 346, 347, 349, 350, 352, 355, 358, 360, 361, 362, 363, 364, 366, 367, 368, 369, 370, 371, 372, 375, 377, 379, 381, 382, 385, 387, 388, 389, 391, 392, 393, 394, 395, 396, 397, 400, 401, 402, 404, 406, 407, 408, 410, 412, 413, 414, 417, 420, 421, 423, 424, 425, 428, 429, 430], "To": 4, "program": [4, 123], "beyond": [4, 383], "cpu": [4, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 45, 46, 47, 48, 52, 53, 58, 59, 62, 64, 65, 66, 68, 69, 70, 71, 78, 80, 81, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 123, 124, 125, 126, 127, 134, 135, 138, 139, 140, 143, 144, 148, 149, 150, 151, 152, 153, 158, 159, 160, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 191, 193, 194, 197, 198, 199, 201, 204, 205, 209, 305, 306, 307, 309, 310, 311, 313, 314, 315, 316, 319, 375, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 404, 406, 407, 408, 412, 413, 414, 417, 420, 421, 428, 429, 430], "you": [4, 405, 438], "need": [4, 137, 405], "appropri": [4, 28, 29, 137, 188, 190, 196, 202, 203, 206, 208, 324, 352, 355, 376, 438], "hardwar": 4, "work": [4, 31, 39, 72, 198, 322, 405, 426, 438], "fine": 4, "laptop": 4, "graphic": 4, "In": [4, 28, 29, 161, 207, 319, 324, 368, 379, 404], "major": [4, 34, 35, 36, 38, 82, 264, 276, 373], "case": [4, 28, 29, 43, 79, 175, 209, 316, 317, 379], "your": 4, "window": 4, "alreadi": [4, 35, 40, 41, 42], "ha": [4, 18, 30, 43, 45, 46, 47, 48, 84, 94, 104, 109, 131, 142, 146, 149, 173, 188, 192, 207, 210, 211, 212, 319, 374, 375, 376, 378, 384, 398, 399, 400, 402, 403, 409, 425, 438], "all": [4, 6, 9, 15, 19, 33, 43, 56, 67, 79, 82, 83, 84, 92, 93, 95, 120, 121, 122, 142, 144, 161, 202, 203, 206, 208, 211, 264, 267, 273, 286, 317, 326, 383, 386, 396, 398, 427, 438], "necessari": [4, 40, 63, 192, 207, 210, 211, 212, 379, 400, 402, 425], "But": [4, 84], "want": [4, 405], "up": [4, 84, 122], "date": 4, "alwai": [4, 30, 34, 82, 210, 212, 264, 379, 400, 425], "updat": 4, "latest": [4, 128], "follow": [4, 43, 84, 94, 118, 145, 438, 442], "instruct": 4, "step": [4, 20, 136, 176, 187], "8": [4, 13, 15, 40, 52, 55, 63, 74, 75, 79, 84, 120, 136, 146, 150, 163, 173, 175, 176, 187, 204, 315, 316, 318, 324, 348, 367, 374, 383, 387, 393, 404, 408, 412, 414, 417, 424, 428], "9": [4, 13, 40, 55, 63, 74, 75, 80, 82, 98, 124, 136, 175, 187, 201, 278, 318, 324, 326, 328, 348, 374, 383, 396, 401, 408, 414, 417, 420, 424, 428], "10": [4, 13, 22, 24, 28, 29, 43, 55, 61, 71, 75, 79, 82, 84, 95, 134, 136, 141, 146, 158, 178, 179, 180, 181, 187, 188, 193, 201, 292, 318, 320, 324, 326, 336, 348, 376, 380, 381, 383, 385, 399, 405, 414, 417, 428], "If": [4, 15, 28, 29, 30, 37, 43, 55, 57, 79, 81, 82, 84, 94, 118, 120, 142, 146, 147, 161, 169, 170, 171, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 264, 294, 296, 320, 324, 346, 368, 374, 375, 376, 379, 383, 386, 395, 396, 398, 399, 400, 402, 403, 405, 409, 411, 425, 427, 438], "yet": [4, 6], "easiest": 4, "It": [4, 28, 29, 55, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 376, 400, 402, 425], "essenti": 4, "machin": [4, 118, 145], "optim": [4, 87], "includ": [4, 28, 29, 37, 43, 137, 187, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 317, 324, 368, 376, 400, 402, 425], "anoth": [4, 63, 82, 128, 269, 288, 319, 384], "vendor": 4, "too": 4, "manual": [4, 84, 409], "shown": 4, "next": [4, 118], "section": [4, 84, 438], "recommend": [4, 306, 409], "org": 4, "channel": 4, "command": 4, "forg": 4, "pip": 4, "http": [4, 128], "pypi": 4, "simpl": [4, 186, 442], "These": [4, 84, 94, 200, 438, 442], "its": [4, 6, 15, 30, 31, 43, 58, 59, 82, 99, 105, 118, 143, 144, 165, 166, 192, 207, 210, 212, 303, 361, 373, 376, 379, 385, 395, 400, 411, 413, 425, 438], "depend": [4, 165, 171, 176, 389, 428], "control": [4, 51, 57, 63, 82, 142, 264, 386, 399, 427], "requir": [4, 6, 32, 36, 38, 82, 84, 147, 264], "compil": [4, 84, 137], "runtim": 4, "onemkl": 4, "befor": [4, 30, 57, 82, 121, 122, 188, 210, 211, 212, 286, 296, 376, 383, 384, 395, 400, 402, 409, 425], "strongli": [4, 409], "advis": 4, "version": [4, 82, 84, 275, 306], "activ": 4, "local": 4, "environ": 4, "env": 4, "And": [4, 75, 82, 264], "sourc": [4, 6, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 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, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 305, 306, 307, 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, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430], "recip": 4, "finanli": 4, "setuptool": 4, "o": [4, 84], "On": 4, "linux": 4, "cython": 4, "dpcpp_linux": 4, "mkl": 4, "devel": 4, "dpcpp": 4, "tbb": 4, "onedpl": 4, "cmake": 4, "ninja": 4, "pytest": 4, "dpcpp_win": 4, "setup": 4, "py": 4, "g": [4, 82, 84, 299, 324], "dcmake_c_compil": 4, "path": 4, "icx": 4, "dcmake_cxx_compil": 4, "icpx": 4, "script": 4, "build_loc": 4, "suit": 4, "element": [4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 33, 43, 44, 45, 46, 47, 48, 52, 53, 55, 58, 59, 62, 63, 65, 66, 70, 71, 79, 80, 82, 84, 85, 90, 92, 93, 95, 96, 98, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 143, 144, 146, 147, 149, 150, 151, 152, 153, 158, 159, 160, 161, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 190, 191, 196, 197, 198, 199, 201, 204, 205, 206, 208, 209, 210, 211, 212, 259, 260, 267, 268, 270, 272, 273, 276, 278, 279, 281, 283, 285, 286, 291, 292, 293, 295, 298, 299, 302, 304, 305, 306, 307, 313, 314, 315, 316, 317, 319, 321, 373, 374, 375, 376, 377, 378, 379, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 400, 401, 402, 404, 406, 407, 409, 414, 417, 420, 421, 422, 425, 428, 438, 442], "asarrai": [4, 6, 34, 39], "y": [4, 36, 38, 40, 49, 61, 68, 69, 81, 82, 84, 94, 131, 138, 194, 195, 199, 269, 292, 303, 308, 396, 412, 428], "locat": [4, 137, 335, 337], "same": [4, 13, 15, 26, 30, 31, 33, 36, 38, 39, 43, 45, 47, 48, 50, 56, 57, 62, 72, 79, 80, 81, 82, 83, 89, 90, 94, 96, 124, 125, 126, 127, 128, 135, 139, 140, 142, 143, 158, 159, 160, 177, 182, 183, 184, 185, 186, 190, 191, 192, 196, 197, 198, 201, 206, 207, 208, 210, 211, 212, 264, 292, 307, 310, 311, 315, 319, 320, 322, 324, 346, 352, 368, 373, 375, 377, 378, 381, 383, 384, 386, 395, 396, 397, 398, 399, 400, 401, 402, 405, 416, 419, 420, 425, 426, 427, 430], "shape": [4, 6, 28, 29, 32, 33, 36, 42, 43, 49, 50, 52, 55, 57, 62, 64, 68, 69, 75, 79, 82, 83, 84, 88, 89, 93, 94, 96, 120, 131, 134, 135, 142, 147, 163, 167, 169, 173, 174, 175, 183, 184, 185, 186, 188, 189, 190, 192, 195, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 264, 292, 297, 303, 308, 309, 310, 319, 320, 324, 333, 336, 341, 342, 347, 351, 352, 353, 354, 355, 356, 357, 359, 364, 365, 371, 373, 375, 376, 378, 379, 383, 384, 386, 387, 395, 396, 397, 398, 399, 400, 402, 404, 409, 411, 413, 418, 425, 427, 429, 430, 431, 442], "0": [4, 6, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 40, 41, 42, 43, 44, 51, 53, 55, 57, 58, 59, 60, 61, 62, 64, 65, 66, 67, 68, 73, 74, 75, 77, 78, 79, 80, 82, 84, 85, 88, 89, 90, 91, 92, 94, 95, 97, 98, 101, 115, 118, 120, 121, 122, 123, 124, 125, 126, 127, 135, 136, 138, 141, 144, 147, 148, 151, 152, 153, 161, 165, 167, 173, 176, 177, 178, 179, 180, 181, 184, 186, 187, 189, 190, 191, 192, 194, 195, 196, 197, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 269, 271, 273, 277, 278, 290, 293, 296, 298, 299, 300, 303, 304, 306, 308, 309, 310, 315, 316, 317, 318, 319, 320, 323, 324, 326, 331, 333, 334, 335, 337, 338, 339, 341, 342, 343, 346, 348, 349, 350, 351, 354, 356, 357, 358, 359, 362, 365, 367, 368, 369, 375, 377, 378, 382, 383, 384, 385, 387, 389, 390, 391, 393, 394, 395, 397, 398, 399, 400, 401, 402, 403, 404, 405, 407, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 423, 425, 428, 429, 430], "expect": [4, 18, 52, 62, 84, 93, 188, 192, 207, 210, 211, 212, 375, 376, 387, 400, 402, 425], "comput": [4, 26, 31, 43, 45, 46, 47, 48, 53, 79, 94, 98, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 141, 147, 148, 149, 162, 163, 164, 166, 170, 171, 172, 173, 183, 184, 185, 186, 188, 190, 192, 193, 196, 198, 206, 207, 208, 210, 211, 212, 376, 377, 382, 385, 387, 400, 402, 407, 408, 421, 425], "empti": [4, 6, 32, 82, 89, 134, 135, 211, 273, 309, 310, 429, 430], "found": [4, 438], "here": [6, 30, 84, 395], "correspond": [6, 28, 29, 37, 55, 57, 82, 147, 165, 195, 272, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 383, 390, 400, 411, 425, 438], "column": [6, 34, 35, 36, 38, 56, 57, 82, 83, 121, 122, 142, 165, 170, 264, 276, 373, 386, 399, 415, 418, 427], "v1": 6, "23": [6, 324], "v0": 6, "11": [6, 28, 29, 43, 66, 75, 82, 138, 292, 343, 352, 385, 394, 414, 417], "433": 6, "ge404fa67": 6, "v9": 6, "397": 6, "233": 6, "299": 6, "56": 6, "36": 6, "47": 6, "20": [6, 147, 158, 320, 326, 341, 405], "15": [6, 28, 29, 71, 75, 179, 348], "16": [6, 45, 75, 84, 136, 138, 201, 315, 406], "18": [6, 84, 85, 187], "51": 6, "48": [6, 204], "49": 6, "total": [6, 67, 82, 283, 400, 425], "542": 6, "350": 6, "429": 6, "ab": [6, 12], "absolut": [6, 11, 18, 98, 173, 210, 212, 317, 400, 425], "add": [6, 84], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "allclos": [6, 33, 150, 174, 175], "alltru": 6, "amax": [6, 190], "amin": [6, 196], "angl": [6, 25, 26, 72, 73, 322, 323, 423], "apply_along_axi": 6, "apply_over_ax": 6, "arcco": [6, 22, 23, 25, 26, 65], "arccosh": [6, 21, 24, 27, 66], "arcsin": [6, 21, 24, 25, 26, 393], "arcsinh": [6, 22, 23, 27, 394], "arctan": [6, 18, 21, 23, 26, 27, 406], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 407], "argmax": [6, 29, 82, 202, 320, 405, 438], "argmin": [6, 28, 82, 203, 405, 438], "argpartit": [6, 30, 438], "argsort": [6, 82, 395, 405, 411, 438], "argwher": 6, "around": [6, 82, 136, 293, 319, 385], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_repr": 6, "array_split": [6, 57], "array_str": 6, "asanyarrai": [6, 35, 38], "asarray_chkfinit": [6, 34, 35], "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "atleast_1d": [6, 41, 42, 94], "atleast_2d": [6, 40, 42, 94], "atleast_3d": [6, 40, 41, 94], "averag": [6, 82, 192, 207, 281, 402, 442], "bartlett": 6, "base_repr": 6, "binary_repr": 6, "bincount": 6, "bitwise_and": [6, 46, 47, 48, 149, 183], "bitwise_not": 6, "bitwise_or": [6, 45, 46, 48, 149, 185], "bitwise_xor": [6, 45, 46, 47, 149, 186], "blackman": 6, "block": [6, 57, 83, 142, 386, 399, 427], "bmat": 6, "broadcast_arrai": [6, 50], "broadcast_shap": 6, "broadcast_to": [6, 49, 409], "busday_count": 6, "busday_offset": 6, "byte_bound": 6, "can_cast": [6, 442], "cbrt": [6, 396], "ceil": [6, 31, 123, 124, 382, 385, 421], "choos": [6, 18, 25, 26, 82, 438], "clip": [6, 82, 319, 404, 438], "column_stack": [6, 57, 83, 142, 386, 399, 427], "common_typ": 6, "compare_chararrai": 6, "compress": [6, 404, 438], "concaten": [6, 56, 83, 142, 386, 399, 405, 427], "conj": [6, 82, 146, 161, 317, 374], "conjug": [6, 58, 81, 82, 146, 161, 165, 189, 267, 317, 374], "convolv": [6, 64], "copi": [6, 30, 32, 35, 36, 37, 38, 40, 41, 42, 63, 82, 84, 147, 194, 195, 219, 264, 276, 278, 286, 292, 294, 308, 312, 314, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 365, 368, 379, 395, 398, 414, 417, 438], "copysign": [6, 305, 314], "copyto": [6, 82, 269], "corrcoef": [6, 68], "correl": [6, 442], "co": [6, 21, 66, 393, 406], "cosh": [6, 22, 65, 394, 407], "count_nonzero": [6, 306], "cov": [6, 342], "cross": [6, 64], "cumprod": [6, 204, 438], "cumproduct": 6, "cumsum": [6, 79, 82, 205, 402, 438], "datetime_as_str": 6, "datetime_data": 6, "deg2rad": [6, 322, 323, 423], "degre": [6, 18, 72, 210, 212, 322, 323, 366, 400, 423, 425], "delet": 6, "deprec": 6, "deprecate_with_doc": 6, "diag": [6, 77, 121, 122, 144, 175], "diag_indic": [6, 76, 117], "diag_indices_from": [6, 75, 117], "diagflat": [6, 74], "diagon": [6, 74, 75, 76, 77, 82, 97, 117, 144, 161, 410, 413, 414, 415, 416, 417, 418, 419, 438], "diff": [6, 71, 85, 138, 141], "digit": [6, 118], "disp": 6, "divid": [6, 83, 124, 127, 167, 198, 377, 420], "divmod": [6, 438], "dot": [6, 82, 86, 87, 148, 161, 168, 170, 174, 175, 189, 408, 426], "dsplit": [6, 57, 83], "dstack": [6, 56, 57, 142, 386, 399, 427], "ediff1d": [6, 79], "einsum": [6, 87, 148, 189, 311, 408], "einsum_path": [6, 86], "empty_lik": [6, 32, 88, 135, 310, 430], "equal": [6, 14, 15, 19, 33, 43, 57, 64, 68, 82, 124, 136, 139, 140, 142, 150, 155, 159, 160, 167, 176, 187, 286, 307, 324, 334, 368, 377, 386, 398, 399, 415, 418, 427], "exp": [6, 93, 95, 173, 178, 180, 182, 188], "exp2": [6, 92, 95], "expand_dim": [6, 28, 29], "expm1": [6, 92, 93, 180], "extract": [6, 74, 77, 147], "ey": [6, 58, 59, 67, 125, 126, 144, 186, 191, 197, 390], "fab": [6, 11, 12], "fastcopyandtranspos": 6, "fill_diagon": 6, "find_common_typ": 6, "fix": [6, 84, 319], "flatnonzero": [6, 306], "flip": [6, 121, 122, 326], "fliplr": [6, 120, 122], "flipud": [6, 120, 121], "float_pow": 6, "floor": [6, 31, 53, 124, 377, 382, 385, 421], "floor_divid": [6, 127, 198, 377], "fmax": [6, 126, 190, 191, 197, 206, 315], "fmin": [6, 125, 191, 196, 197, 208, 315], "fmod": [6, 125, 126, 198, 315, 377], "format_float_posit": 6, "format_float_scientif": 6, "frexp": 6, "from_dlpack": 6, "frombuff": 6, "fromfil": 6, "fromfunct": [6, 34, 35], "fromit": [6, 34, 35], "frompyfunc": 6, "fromregex": 6, "fromstr": 6, "full": [6, 11, 12, 13, 14, 15, 18, 19, 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266, 292, 305, 307, 314, 315, 317, 375, 377, 381, 382, 387, 391, 392, 393, 394, 396, 397, 401, 406, 407, 408, 412, 413, 420, 421, 422, 426], "calcul": [11, 12, 18, 43, 71, 79, 85, 92, 93, 95, 98, 123, 125, 126, 138, 182, 188, 192, 198, 207, 210, 211, 212, 315, 376, 377, 396, 400, 425, 431], "valu": [11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 78, 79, 80, 82, 84, 85, 88, 89, 90, 92, 93, 95, 96, 97, 98, 99, 105, 117, 118, 119, 123, 124, 125, 126, 127, 131, 134, 135, 139, 140, 143, 144, 147, 149, 151, 152, 153, 158, 159, 160, 161, 166, 169, 171, 173, 175, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 196, 197, 198, 201, 202, 203, 206, 207, 208, 209, 210, 211, 212, 216, 217, 220, 222, 223, 225, 226, 227, 228, 229, 230, 231, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 245, 246, 249, 251, 253, 254, 255, 256, 257, 258, 261, 262, 264, 266, 269, 273, 275, 286, 288, 305, 306, 307, 309, 310, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 324, 334, 351, 352, 368, 375, 376, 377, 378, 379, 381, 382, 383, 385, 387, 388, 389, 391, 392, 393, 394, 395, 396, 397, 400, 401, 402, 404, 405, 406, 407, 408, 410, 420, 421, 423, 425, 429, 430, 438, 442], "wise": [11, 12, 13, 15, 18, 21, 22, 23, 24, 25, 26, 27, 31, 33, 45, 46, 47, 48, 52, 53, 56, 57, 58, 59, 62, 65, 66, 80, 82, 83, 90, 92, 93, 95, 98, 123, 125, 126, 127, 139, 140, 142, 146, 149, 150, 151, 152, 153, 158, 159, 160, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 190, 191, 196, 197, 198, 199, 201, 206, 208, 209, 268, 305, 307, 314, 315, 317, 374, 375, 377, 381, 382, 385, 386, 387, 391, 392, 393, 394, 396, 397, 399, 401, 406, 407, 420, 421, 427, 438], "contain": [11, 12, 14, 19, 20, 28, 29, 45, 46, 47, 48, 55, 63, 82, 84, 128, 137, 147, 149, 158, 165, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 292, 324, 375, 376, 381, 396, 400, 402, 411, 415, 418, 425, 438], "paramet": [11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 74, 77, 78, 79, 80, 81, 82, 83, 84, 85, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 128, 134, 135, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 151, 152, 153, 158, 159, 160, 161, 162, 163, 165, 166, 168, 169, 170, 171, 172, 173, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 264, 273, 276, 292, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 319, 320, 324, 325, 326, 328, 331, 332, 333, 334, 335, 336, 337, 338, 339, 341, 342, 343, 346, 347, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 424, 425, 427, 428, 429, 430], "onli": [11, 12, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 40, 43, 52, 53, 55, 58, 59, 61, 64, 65, 66, 68, 74, 77, 78, 82, 84, 85, 88, 89, 92, 93, 95, 97, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 117, 123, 129, 130, 131, 132, 133, 134, 135, 147, 151, 152, 153, 158, 161, 176, 177, 178, 179, 180, 181, 184, 190, 192, 193, 194, 196, 202, 203, 206, 207, 208, 209, 210, 212, 264, 296, 305, 309, 310, 312, 314, 316, 317, 319, 324, 346, 352, 368, 379, 381, 382, 385, 387, 388, 389, 391, 392, 393, 394, 395, 400, 402, 404, 405, 406, 407, 408, 410, 413, 414, 417, 421, 424, 425, 428, 429, 430, 438], "either": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 38, 43, 45, 46, 47, 48, 52, 53, 58, 59, 62, 65, 66, 67, 80, 81, 84, 90, 92, 93, 95, 96, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 123, 124, 125, 126, 127, 139, 140, 143, 149, 150, 151, 152, 153, 158, 159, 160, 171, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 189, 190, 191, 194, 196, 197, 198, 201, 202, 203, 206, 208, 209, 211, 305, 306, 307, 311, 313, 314, 315, 316, 317, 319, 360, 376, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 402, 404, 405, 406, 407, 420, 421, 428], "tensor": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 37, 45, 46, 47, 48, 52, 53, 58, 59, 62, 65, 66, 67, 80, 81, 82, 89, 90, 92, 93, 95, 96, 123, 124, 125, 126, 127, 135, 139, 140, 143, 148, 149, 151, 152, 153, 158, 159, 160, 165, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 189, 190, 191, 194, 196, 197, 198, 201, 202, 203, 206, 208, 209, 305, 306, 307, 310, 311, 313, 314, 315, 316, 317, 318, 319, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 404, 406, 407, 408, 414, 417, 420, 421, 428, 430], "usm_ndarrai": [11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 37, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 62, 63, 65, 66, 67, 79, 80, 81, 82, 83, 89, 90, 92, 93, 94, 95, 96, 120, 121, 122, 123, 124, 125, 126, 127, 135, 139, 140, 142, 143, 146, 149, 151, 152, 153, 158, 159, 160, 161, 163, 165, 173, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 194, 196, 197, 198, 200, 201, 202, 203, 206, 207, 208, 209, 210, 211, 212, 264, 305, 306, 307, 310, 311, 313, 314, 315, 316, 317, 318, 319, 320, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 409, 411, 414, 417, 420, 421, 425, 427, 428, 430], "keyword": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 45, 46, 47, 48, 52, 53, 55, 62, 65, 66, 69, 70, 71, 80, 81, 85, 92, 93, 95, 98, 123, 124, 125, 126, 127, 138, 143, 148, 149, 158, 179, 180, 181, 182, 189, 191, 197, 198, 199, 201, 204, 205, 305, 314, 315, 317, 375, 377, 381, 382, 387, 391, 392, 393, 394, 401, 406, 407, 408, 412, 413, 420, 421, 438], "argument": [11, 12, 13, 15, 18, 21, 22, 23, 24, 25, 26, 27, 45, 46, 47, 48, 51, 52, 53, 55, 57, 62, 65, 66, 69, 70, 71, 80, 81, 82, 84, 85, 91, 92, 93, 95, 98, 123, 124, 125, 126, 127, 138, 143, 146, 148, 149, 155, 156, 158, 167, 170, 179, 180, 181, 182, 189, 191, 197, 198, 199, 201, 204, 205, 292, 305, 314, 315, 317, 374, 375, 377, 380, 381, 382, 387, 391, 392, 393, 394, 399, 401, 406, 407, 408, 412, 413, 420, 421, 438], "unsupport": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 45, 46, 47, 48, 52, 53, 55, 62, 65, 66, 69, 70, 71, 80, 81, 92, 93, 95, 98, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 138, 143, 148, 149, 158, 170, 179, 180, 181, 182, 189, 191, 197, 198, 199, 201, 204, 205, 305, 314, 315, 317, 375, 377, 381, 382, 387, 391, 392, 393, 394, 401, 406, 407, 408, 412, 413, 420, 421], "sequenti": [11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 45, 46, 47, 48, 52, 53, 58, 59, 62, 64, 65, 66, 68, 69, 70, 71, 78, 80, 81, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 123, 124, 125, 126, 127, 134, 135, 138, 139, 140, 143, 144, 148, 149, 150, 151, 152, 153, 158, 159, 160, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 191, 193, 194, 197, 198, 199, 201, 204, 205, 209, 305, 306, 307, 309, 310, 311, 313, 314, 315, 316, 319, 375, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 404, 406, 407, 408, 412, 413, 414, 417, 420, 421, 428, 429, 430], "exclud": [11, 12, 324, 368], "note": [11, 12, 13, 14, 18, 19, 28, 29, 30, 31, 39, 61, 72, 80, 82, 84, 94, 123, 147, 151, 171, 187, 198, 201, 210, 211, 212, 269, 292, 306, 319, 322, 327, 329, 330, 340, 345, 375, 379, 395, 400, 401, 403, 404, 409, 420, 425, 426], "shorthand": [11, 12, 13, 45, 46, 47, 48, 80, 90, 124, 139, 140, 149, 158, 159, 160, 183, 185, 189, 201, 305, 307, 314, 315, 377, 381, 401, 420, 428], "1j": [11, 12, 18, 58, 59, 82, 146, 175, 277, 290, 374, 397], "5620499351813308": [11, 12], "x1": [13, 15, 18, 25, 26, 44, 45, 47, 48, 54, 62, 64, 69, 70, 71, 72, 73, 76, 78, 80, 81, 82, 85, 89, 90, 98, 117, 124, 125, 126, 127, 135, 138, 139, 140, 143, 148, 150, 157, 158, 159, 160, 164, 171, 172, 175, 182, 183, 184, 185, 186, 189, 191, 193, 194, 197, 198, 199, 201, 204, 205, 264, 305, 307, 310, 311, 312, 314, 315, 321, 322, 323, 361, 377, 381, 383, 388, 401, 408, 410, 412, 414, 416, 417, 419, 420, 423, 424, 430], "x2": [13, 14, 15, 18, 19, 25, 26, 32, 45, 47, 48, 62, 64, 69, 80, 81, 90, 124, 125, 126, 127, 139, 140, 143, 148, 150, 157, 158, 159, 160, 182, 183, 184, 185, 186, 189, 191, 194, 197, 198, 201, 305, 306, 307, 311, 314, 315, 377, 381, 383, 388, 396, 401, 408, 420], "scalar": [13, 15, 26, 37, 45, 47, 48, 51, 62, 63, 79, 80, 81, 82, 84, 90, 124, 125, 126, 127, 139, 140, 143, 154, 158, 159, 160, 174, 182, 183, 185, 186, 189, 191, 194, 197, 198, 201, 273, 278, 307, 311, 315, 320, 324, 325, 326, 328, 331, 332, 333, 334, 335, 336, 337, 338, 339, 343, 346, 347, 349, 350, 352, 355, 358, 360, 364, 366, 367, 368, 369, 370, 371, 372, 377, 381, 401, 420, 428, 438], "both": [13, 15, 26, 43, 45, 47, 48, 55, 62, 80, 81, 90, 124, 125, 126, 127, 139, 140, 143, 158, 159, 160, 171, 182, 183, 185, 186, 191, 197, 198, 201, 211, 307, 311, 315, 377, 381, 401, 420], "equival": [13, 14, 16, 17, 19, 28, 29, 30, 31, 43, 61, 80, 82, 83, 94, 188, 201, 219, 259, 260, 292, 303, 314, 323, 324, 352, 376, 379, 385, 390, 395, 401, 402, 411, 420, 438], "term": [13, 80, 201, 401, 420], "broadcast": [13, 43, 49, 50, 55, 63, 80, 125, 126, 143, 171, 183, 185, 186, 188, 189, 191, 192, 197, 201, 207, 210, 211, 212, 315, 319, 320, 376, 378, 400, 401, 402, 405, 409, 420, 425], "b": [13, 15, 28, 29, 45, 48, 56, 57, 63, 70, 71, 81, 83, 84, 85, 90, 127, 139, 140, 142, 148, 159, 160, 163, 173, 174, 175, 183, 185, 189, 190, 196, 204, 205, 307, 311, 315, 325, 386, 399, 408, 409, 412, 427], "7": [13, 15, 20, 40, 53, 55, 63, 67, 71, 74, 75, 79, 80, 82, 85, 92, 120, 123, 136, 138, 150, 175, 193, 201, 205, 278, 306, 317, 318, 324, 348, 374, 377, 380, 382, 383, 401, 402, 403, 404, 408, 414, 417, 420, 421, 428], "oper": [13, 45, 46, 47, 48, 80, 84, 90, 94, 124, 139, 140, 149, 158, 159, 160, 161, 183, 184, 185, 186, 189, 201, 305, 307, 314, 315, 319, 377, 381, 401, 409, 420, 431, 442], "axi": [14, 16, 17, 18, 19, 28, 29, 30, 43, 56, 57, 67, 69, 70, 71, 79, 82, 83, 85, 94, 99, 104, 105, 109, 110, 113, 120, 121, 122, 125, 126, 136, 138, 142, 147, 171, 176, 187, 188, 190, 191, 192, 193, 196, 197, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 259, 260, 261, 262, 263, 270, 280, 281, 282, 286, 287, 288, 291, 296, 297, 298, 300, 302, 304, 312, 316, 318, 319, 320, 373, 376, 378, 379, 383, 384, 386, 395, 398, 399, 400, 402, 403, 404, 405, 409, 411, 412, 425, 427, 438], "keepdim": [14, 16, 17, 19, 28, 29, 43, 67, 82, 171, 188, 190, 192, 193, 196, 202, 203, 206, 207, 208, 209, 210, 211, 212, 259, 260, 261, 262, 280, 281, 282, 287, 298, 300, 304, 316, 318, 320, 376, 400, 402, 405, 425], "fals": [14, 15, 16, 17, 18, 19, 28, 29, 32, 33, 36, 38, 43, 45, 46, 48, 49, 50, 51, 61, 67, 68, 82, 84, 89, 90, 117, 135, 136, 139, 140, 147, 149, 150, 151, 152, 153, 159, 160, 161, 169, 171, 175, 176, 183, 184, 185, 186, 187, 188, 190, 192, 193, 194, 196, 202, 203, 206, 207, 208, 209, 210, 211, 212, 259, 260, 261, 262, 264, 280, 281, 282, 287, 298, 300, 304, 307, 310, 316, 318, 376, 379, 392, 400, 402, 424, 425, 430], "whether": [14, 15, 19, 84, 161, 176, 379], "given": [14, 19, 20, 28, 29, 31, 32, 43, 56, 61, 67, 68, 70, 71, 79, 81, 82, 83, 84, 85, 88, 89, 117, 120, 125, 126, 134, 135, 138, 143, 190, 191, 194, 196, 197, 204, 205, 206, 208, 209, 210, 211, 212, 261, 262, 264, 270, 282, 287, 288, 293, 298, 300, 304, 309, 310, 316, 318, 319, 324, 329, 351, 368, 376, 378, 382, 383, 384, 385, 386, 400, 402, 409, 412, 413, 425, 427, 429, 430, 438], "evalu": [14, 15, 19, 82, 86, 87, 90, 148, 194, 259, 260, 311, 408], "logic": [14, 19, 183, 185, 186, 431, 442], "AND": [14, 45, 46, 47, 48, 149, 183, 184, 185, 186], "reduct": [14, 19], "method": [14, 16, 17, 19, 30, 61, 82, 84, 119, 128, 130, 169, 264, 269, 292, 324, 379, 390, 402, 411, 431], "Not": [14, 19, 151, 204, 206, 208, 209, 211, 316], "number": [14, 18, 19, 20, 31, 43, 44, 49, 50, 58, 59, 67, 79, 82, 84, 94, 118, 123, 124, 136, 145, 151, 162, 169, 171, 173, 176, 177, 187, 204, 206, 208, 209, 210, 211, 212, 284, 293, 294, 295, 306, 316, 317, 324, 326, 336, 360, 377, 378, 382, 383, 384, 385, 391, 392, 400, 403, 409, 411, 421, 425, 442], "becaus": [14, 19], "x3": [14, 19], "rtol": [15, 150], "1e": [15, 95, 150, 179, 180, 182, 342], "05": [15, 150], "atol": [15, 150], "08": [15, 65, 150, 342, 393], "two": [15, 33, 40, 41, 45, 46, 47, 48, 60, 64, 69, 77, 79, 82, 84, 86, 87, 148, 149, 150, 157, 165, 170, 174, 183, 185, 186, 189, 190, 191, 196, 197, 200, 206, 208, 286, 301, 311, 324, 353, 403, 414, 415, 417, 418, 426], "within": [15, 20, 33, 82, 150, 264, 319, 324, 368], "toler": [15, 33, 150], "A": [15, 37, 49, 50, 52, 55, 56, 62, 63, 82, 84, 93, 94, 120, 121, 122, 128, 130, 133, 147, 161, 166, 173, 195, 209, 211, 264, 269, 276, 294, 308, 316, 324, 326, 343, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 373, 375, 378, 387, 392, 403, 409, 411], "boolean": [15, 45, 47, 48, 63, 84, 147, 150, 151, 152, 153, 183, 184, 185, 186, 188, 192, 207, 209, 210, 211, 212, 376, 379, 392, 400, 402, 404, 425], "dim": 15, "typeerror": [15, 43, 63, 67, 74, 77, 99, 105, 113, 424], "rais": [15, 30, 32, 34, 35, 36, 38, 49, 50, 54, 55, 61, 63, 67, 74, 77, 82, 93, 99, 105, 113, 168, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 264, 265, 294, 315, 376, 379, 395, 397, 398, 400, 402, 424, 425], "integ": [15, 31, 43, 45, 46, 47, 48, 50, 74, 77, 82, 84, 123, 124, 145, 149, 150, 158, 168, 171, 188, 190, 192, 196, 206, 207, 208, 210, 211, 212, 296, 315, 319, 324, 352, 355, 360, 376, 377, 379, 381, 382, 385, 397, 400, 402, 404, 413, 414, 417, 421, 424, 425, 438], "1e10": [15, 150], "00001e10": [15, 150], "initi": [16, 17, 82, 88, 133, 190, 196, 206, 208, 209, 211, 280, 282, 287, 300, 316, 324, 402], "alia": [16, 17, 80, 118, 213, 324, 354, 357, 359, 386, 420, 427], "z": [18, 61, 131, 194, 334], "deg": [18, 323], "point": [18, 25, 34, 35, 43, 62, 84, 93, 118, 176, 188, 192, 207, 210, 211, 212, 324, 353, 365, 375, 376, 387, 400, 402, 425, 442], "option": [18, 28, 29, 30, 37, 43, 51, 52, 55, 57, 62, 63, 79, 82, 84, 93, 120, 142, 147, 161, 169, 170, 171, 176, 188, 190, 192, 195, 196, 202, 203, 206, 207, 208, 210, 211, 212, 264, 276, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 373, 375, 376, 378, 379, 383, 384, 386, 387, 395, 398, 399, 400, 402, 404, 411, 415, 416, 418, 419, 425, 427], "counterclockwis": 18, "plane": 18, "determin": [18, 156, 163, 173, 183, 185, 186], "promot": [18, 51, 380, 409], "rule": [18, 43, 51, 63, 188, 189, 192, 207, 210, 211, 212, 376, 380, 400, 402, 412, 425], "although": [18, 84, 409], "undefin": [18, 82, 286], "arc": [18, 25, 26], "tangent": [18, 21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407], "quadrant": [18, 25, 26], "correctli": [18, 25, 26, 171, 306], "trigonometr": [18, 21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407, 442], "invers": [18, 21, 22, 23, 24, 25, 26, 27, 46, 65, 66, 93, 94, 95, 105, 106, 107, 108, 109, 110, 111, 112, 149, 178, 180, 370, 393, 394, 406, 407], "0j": [18, 82, 189, 277, 290, 391], "57079633": [18, 26, 323, 423], "78539816": [18, 25, 26, 423], "mai": [18, 51, 55, 57, 63, 82, 84, 94, 142, 165, 187, 207, 210, 212, 264, 320, 386, 399, 409, 427, 438], "vari": [18, 147, 165, 207, 210, 212], "90": [18, 73, 428], "45": [18, 26], "OR": [19, 45, 46, 47, 48, 149, 183, 184, 185, 186], "stop": [20, 136, 176, 187], "like": [20, 32, 34, 35, 36, 38, 40, 41, 42, 56, 82, 83, 88, 97, 134, 144, 177, 264, 309, 324, 368, 379, 429, 442], "usm_typ": [20, 32, 34, 35, 36, 37, 38, 74, 77, 82, 88, 89, 97, 134, 135, 136, 144, 147, 176, 187, 195, 308, 309, 310, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 365, 368, 413, 424, 429, 430], "sycl_queu": [20, 32, 34, 35, 36, 37, 38, 74, 77, 82, 88, 89, 97, 134, 135, 136, 144, 147, 176, 187, 195, 308, 309, 310, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 413, 424, 429, 430], "evenli": [20, 136, 176, 187, 382, 385], "interv": [20, 94, 176, 324, 352, 354, 356, 357, 359, 367, 368, 403], "d": [20, 43, 56, 57, 74, 75, 77, 83, 84, 97, 100, 101, 102, 106, 107, 111, 112, 114, 115, 116, 121, 122, 133, 142, 144, 163, 165, 170, 171, 173, 189, 194, 306, 315, 319, 329, 373, 379, 386, 390, 399, 404, 409, 427, 428, 438], "care": 20, "handl": [20, 84, 306, 404, 442], "endpoint": [20, 136, 176, 187], "cosin": [21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407], "sine": [21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407], "hyperbol": [21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407, 442], "14159265": [21, 26], "65745445": 22, "99322285": 22, "5707963267948966": 23, "72538256": 24, "99822295": 24, "180": 26, "135": 26, "54930614": 27, "search": [28, 29, 202, 203, 431, 442], "must": [28, 29, 43, 50, 52, 55, 56, 57, 62, 79, 83, 93, 94, 96, 121, 142, 161, 170, 171, 177, 188, 190, 192, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 319, 320, 375, 376, 383, 386, 387, 399, 400, 402, 403, 405, 411, 425, 427], "index": [28, 29, 30, 54, 82, 84, 147, 194, 202, 203, 265, 299, 319, 320, 373, 379, 404, 405, 431, 442], "should": [28, 29, 82, 137, 150, 188, 190, 196, 200, 202, 203, 206, 208, 264, 341, 376, 379, 388, 438], "reduc": [28, 29, 43, 172, 175, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 376, 400, 402, 425], "ax": [28, 29, 43, 79, 81, 82, 94, 100, 102, 103, 106, 107, 108, 111, 112, 114, 116, 120, 148, 171, 174, 188, 189, 190, 192, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 294, 301, 303, 376, 383, 384, 398, 400, 402, 403, 408, 409, 411, 425], "dimens": [28, 29, 32, 40, 41, 42, 43, 56, 57, 63, 68, 75, 79, 82, 84, 94, 121, 122, 142, 147, 167, 171, 188, 190, 192, 195, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 276, 284, 294, 308, 320, 324, 354, 356, 357, 359, 376, 379, 390, 398, 399, 400, 402, 403, 405, 409, 414, 415, 416, 417, 418, 419, 425, 438, 442], "singleton": [28, 29, 43, 94, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 376, 398, 400, 402, 425], "accordingli": [28, 29, 190, 196, 202, 203, 206, 208], "first": [28, 29, 30, 43, 56, 57, 62, 84, 93, 120, 155, 156, 170, 190, 196, 202, 203, 315, 373, 379, 383, 386, 395, 397, 403, 405, 427], "occurr": [28, 29, 44, 202, 203], "non": [28, 29, 37, 43, 44, 67, 82, 147, 151, 165, 190, 195, 196, 202, 203, 206, 208, 210, 212, 285, 306, 308, 315, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 396], "igonr": [28, 29, 202, 203], "convert": [28, 29, 34, 35, 36, 37, 38, 40, 41, 42, 72, 73, 84, 322, 323, 423], "flat": [28, 29, 82, 119, 276, 378], "tupl": [28, 29, 43, 50, 75, 82, 84, 94, 120, 147, 171, 188, 190, 192, 195, 196, 206, 207, 208, 210, 211, 212, 294, 306, 308, 376, 379, 383, 390, 398, 400, 402, 409, 411, 415, 418, 425, 438], "appli": [28, 29, 30, 43, 51, 183, 185, 186, 380], "index_arrai": [28, 29, 30], "call": [28, 29, 30, 36, 38, 84, 170, 219, 398, 409, 428], "multipl": [28, 29, 30, 43, 57, 84, 142, 165, 166, 188, 190, 192, 196, 206, 207, 208, 210, 211, 212, 376, 386, 395, 399, 400, 402, 425, 427, 431], "12": [28, 29, 42, 75, 84, 146, 187, 316, 318, 348, 414, 417], "13": [28, 29, 46, 75, 84, 149, 189, 205], "14": [28, 29, 45, 46, 75, 81, 149, 408], "24": [28, 29, 70, 85, 316], "re": [28, 29, 44, 141, 383, 422], "kind": [30, 51, 57, 63, 82, 84, 118, 142, 188, 211, 263, 264, 286, 296, 312, 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343, 346, 347, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 374, 375, 378, 387, 395, 398, 400, 402, 409, 425, 442], "axiserror": [30, 395], "notimplementederror": [30, 49, 50, 55, 82, 190, 192, 196, 206, 207, 208, 210, 211, 212, 264, 395, 400, 402, 425], "indirect": [30, 395], "partial": [30, 395], "ind": [30, 415, 418], "decim": [31, 82, 118, 293, 382, 385], "detail": [31, 128, 385, 415, 416, 418, 419, 438], "nearest": [31, 123, 124, 377, 382, 385, 421], "truncat": [31, 53, 123, 362, 382, 385, 421], "ndmin": 32, "object": [32, 35, 36, 37, 38, 61, 82, 84, 94, 118, 119, 128, 132, 145, 147, 165, 171, 177, 195, 292, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 379, 438], "satisfi": [32, 36, 38, 82, 96, 264], "valueerror": [32, 34, 35, 36, 38, 61, 202, 203, 379, 398], "new": [32, 49, 50, 56, 57, 82, 83, 84, 88, 89, 94, 128, 132, 133, 134, 135, 142, 144, 200, 209, 264, 292, 303, 309, 310, 316, 379, 383, 384, 386, 399, 409, 411, 427, 429, 430, 438], "uniniti": [32, 89, 134, 309, 429], "than": [32, 82, 118, 121, 122, 142, 169, 286, 391, 392, 398, 399], "a1": 33, "a2": 33, "equal_nan": [33, 150], "consist": [33, 405], "contigu": [34, 35, 36, 38, 82, 276, 289, 373, 379], "check": [34, 35, 51, 161, 174], "construct": [34, 35, 54, 74, 77, 82, 84, 130, 131, 195, 265, 308, 378, 409, 431], "grid": [34, 35, 147, 194, 195, 308], "No": [35, 161], "perform": [35, 55, 79, 120, 161], "match": [35, 57, 63, 79, 84, 319, 320, 399, 404, 405], "pass": [35, 82, 84, 292], "through": [35, 84, 438], "subclass": [35, 156], "content": [36, 82, 361], "flag": [36, 38, 82, 84, 269], "about": [36, 38, 82, 118, 274, 438], "layout": [36, 38, 52, 55, 62, 82, 93, 274, 375, 379, 387, 431], "f_contigu": [36, 38], "make": [36, 38, 56, 84, 194], "now": [36, 38, 75], "c_contigu": [36, 38, 82, 269], "Then": [36, 38], "array_lik": [37, 43, 63, 166, 168, 169, 170, 171, 320, 324, 390, 416, 419], "form": [37, 56, 83, 386, 427], "repres": [37, 43, 82, 84, 128, 147, 173, 212, 294, 324, 438], "usm": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 365, 368, 398], "__sycl_usm_array_interface__": 37, "protocol": [37, 84, 128], "buffer": [37, 82, 129, 379], "possibli": 37, "nest": [37, 83, 142, 386, 399, 427], "sequenc": [37, 40, 41, 42, 56, 57, 60, 64, 83, 142, 147, 168, 170, 200, 348, 361, 380, 386, 399, 427], "str": [37, 57, 84, 142, 386, 399, 427], "code": [37, 84], "coerc": 37, "string": [37, 84, 133, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 438], "sycldevic": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368], "syclqueu": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368], "concept": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 438], "oneapi": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368], "filter": 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171, 176, 188, 189, 190, 192, 194, 196, 204, 206, 207, 208, 209, 210, 211, 212, 316, 324, 351, 356, 367, 368, 376, 400, 402, 425, 442], "entir": [43, 188, 190, 192, 196, 206, 207, 208, 210, 211, 212, 376, 400, 402, 425], "associ": [43, 438], "contribut": 43, "accord": [43, 51, 84, 118, 165, 166, 188, 192, 207, 210, 211, 212, 376, 400, 402, 425], "length": [43, 79, 82, 90, 142, 294, 327, 379, 380, 386, 390, 398, 409, 427], "assum": [43, 169], "avg": 43, "constraint": 43, "sum_of_weight": 43, "taken": [43, 79, 210, 212, 400, 415, 418, 425], "so": [43, 84, 90, 178, 188, 192, 207, 210, 211, 212, 362, 376, 396, 400, 402, 409, 425], "remain": [43, 188, 192, 200, 207, 210, 211, 212, 376, 379, 400, 402, 425], "when": [43, 61, 63, 82, 84, 171, 187, 206, 208, 264, 384, 404, 413, 428], "second": [43, 62, 84, 93, 142, 156, 190, 196, 315, 397, 403], "pattern": 43, "lowest": [43, 86, 87, 324, 352], "precis": [43, 84, 118], "capabl": 43, "happen": [43, 82, 264, 326], "previou": 43, "still": 43, 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"equiv": [51, 57, 63, 82, 142, 264, 386, 399, 427], "same_kind": [51, 57, 63, 82, 142, 189, 264, 386, 399, 427], "unsaf": [51, 57, 63, 82, 142, 264, 386, 399, 427], "what": [51, 57, 63, 82, 84, 90, 142, 264, 326, 343, 386, 399, 427], "basic": [51, 438, 442], "i8": [51, 84], "f8": [51, 84], "f4": 51, "doe": 51, "1000": [51, 136, 187, 325, 326, 331, 333, 335, 336, 337, 338, 339, 346, 347, 350, 352, 354, 357, 359, 365, 369, 370, 371, 372], "i4": [51, 84], "u4": 51, "cube": [52, 396], "popul": [52, 62, 82, 93, 324, 351, 375, 387], "correct": [52, 57, 62, 93, 174, 375, 387, 399], "newli": [52, 55, 62, 82, 93, 264, 375, 387], "27": [52, 187, 315, 387, 424], "mode": [54, 60, 64, 82, 172, 265, 288, 302, 319, 362, 367, 404], "prefer": [54, 61, 82, 269], "a_min": 55, "a_max": 55, "edg": 55, "right": [55, 121, 122, 143, 158, 164, 165, 367, 376, 381, 388], "hold": [55, 171, 209, 316], "Its": [55, 320], "those": [55, 320], "tup": [56, 83, 142, 386, 427], "them": [56, 438], "just": [56, 84], "turn": 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"modifi": [61, 361], "dst": 63, "src": 63, "violat": 63, "wherev": 63, "valid": [64, 94, 403, 415, 416, 418, 419], "000000e": [65, 393], "00": [65, 393], "371139e": 65, "5091786": 66, "591953": 66, "coordin": [67, 131, 194], "19": [67, 84], "m": [68, 83, 84, 97, 120, 121, 122, 161, 163, 165, 166, 169, 173, 174, 320, 405, 413, 415, 418], "rowvar": 68, "bia": 68, "ddof": [68, 82, 210, 212, 298, 304, 400, 425], "fweight": 68, "aweight": 68, "estim": [68, 326, 343], "covari": 68, "matrix": [68, 161, 162, 165, 166, 168, 169, 171, 172, 173, 174, 189, 397, 417, 424, 431, 442], "variabl": 68, "axisa": 69, "axisb": 69, "axisc": 69, "vector": [69, 162, 169, 170, 171, 189, 194, 426, 442], "cumul": [70, 71, 79, 82, 204, 205, 270, 402], "120": [70, 73], "720": 70, "th": [71, 79, 85, 138, 193, 411, 414, 417], "21": [71, 84], "remov": [72, 82, 94, 297, 322, 398, 442], "larg": [72, 84, 322], "jump": [72, 322], "wrap": [72, 82, 117, 288, 302, 319, 322, 404], "rad": 73, "30": [73, 320, 323, 405], "60": [73, 320, 405, 428], "150": 73, "upper": [74, 161, 172, 413, 417, 418], "triangl": [74, 143, 376, 413, 414, 415, 416, 417, 418, 419], "lower": [74, 155, 161, 413, 414, 415, 416, 419], "access": [75, 76, 117, 438], "main": [75, 76, 117, 144, 166], "usual": [75, 84, 189], "di": 75, "100": [75, 136, 187, 336, 362], "d3": 75, "offset": [78, 82, 84, 271, 410, 415, 416, 418, 419], "axis1": [78, 82, 271, 301, 403, 410], "axis2": [78, 82, 271, 301, 403, 410], "prepend": [79, 94, 409], "differenc": 79, "prior": 79, "expand": [79, 94], "direct": [79, 121, 122], "smaller": [79, 82, 118, 124, 286, 377], "consecut": [79, 85], "quotient": [80, 198, 377, 420], "dp": [80, 81, 82, 163, 165, 173, 174, 303, 315, 379, 380, 390, 401, 411, 420, 428], "arbitrari": [81, 84, 189, 380], "stride": [82, 264], "wrapper": 82, "compliant": 82, "__getitem__": [82, 84, 119], "self": [82, 84, 119, 215, 216, 217, 220, 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, 249, 250, 251, 252, 253, 254, 256, 257, 258, 275, 324], "__setitem__": [82, 119], "val": [82, 117, 119, 146, 254, 288, 313, 319, 374], "__len__": [82, 84], "len": [82, 84, 147, 195, 241, 390], "asnumpi": 82, "style": [82, 264, 276, 373], "keep": [82, 264], "close": [82, 94, 176, 264, 324, 352], "itself": [82, 84, 264, 438], "backward": [82, 264, 383, 384], "convers": [82, 264, 431], "By": [82, 190, 192, 196, 206, 207, 208, 210, 212, 264, 373, 378, 383, 400, 415, 418, 425], "instead": [82, 94, 123, 136, 147, 176, 187, 264, 306], "arr_t": [82, 264], "unless": [82, 171, 209, 264, 316], "condit": [82, 96, 162, 264, 313, 319, 321, 389, 428], "behavior": [82, 269, 409], "assign": [82, 273], "collaps": [82, 276], "get_arrai": 82, "get": [82, 299, 405, 438], "id": [82, 278], "standard": [82, 118, 124, 127, 192, 198, 207, 210, 212, 255, 278, 298, 324, 339, 346, 353, 362, 363, 364, 365, 366, 377, 400, 425, 438, 442], "random": [82, 120, 121, 122, 175, 278, 399, 431, 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dpnp)": [[120, "dpnp.flip"]], "fliplr() (in module dpnp)": [[121, "dpnp.fliplr"]], "flipud() (in module dpnp)": [[122, "dpnp.flipud"]], "floor() (in module dpnp)": [[123, "dpnp.floor"]], "floor_divide() (in module dpnp)": [[124, "dpnp.floor_divide"]], "fmax() (in module dpnp)": [[125, "dpnp.fmax"]], "fmin() (in module dpnp)": [[126, "dpnp.fmin"]], "fmod() (in module dpnp)": [[127, "dpnp.fmod"]], "from_dlpack() (in module dpnp)": [[128, "dpnp.from_dlpack"]], "frombuffer() (in module dpnp)": [[129, "dpnp.frombuffer"]], "fromfile() (in module dpnp)": [[130, "dpnp.fromfile"]], "fromfunction() (in module dpnp)": [[131, "dpnp.fromfunction"]], "fromiter() (in module dpnp)": [[132, "dpnp.fromiter"]], "fromstring() (in module dpnp)": [[133, "dpnp.fromstring"]], "full() (in module dpnp)": [[134, "dpnp.full"]], "full_like() (in module dpnp)": [[135, "dpnp.full_like"]], "geomspace() (in module dpnp)": [[136, "dpnp.geomspace"]], "get_include() (in module dpnp)": [[137, "dpnp.get_include"]], "gradient() (in module dpnp)": [[138, "dpnp.gradient"]], "greater() (in module dpnp)": [[139, "dpnp.greater"]], "greater_equal() (in module dpnp)": [[140, "dpnp.greater_equal"]], "histogram() (in module dpnp)": [[141, "dpnp.histogram"]], "hstack() (in module dpnp)": [[142, "dpnp.hstack"]], "hypot() (in module dpnp)": [[143, "dpnp.hypot"]], "identity() (in module dpnp)": [[144, "dpnp.identity"]], "iinfo() (in module dpnp)": [[145, "dpnp.iinfo"]], "imag() (in module dpnp)": [[146, "dpnp.imag"]], "indices() (in module dpnp)": [[147, "dpnp.indices"]], "inner() (in module dpnp)": [[148, "dpnp.inner"]], "invert() (in module dpnp)": [[149, "dpnp.invert"]], "isclose() (in module dpnp)": [[150, "dpnp.isclose"]], "isfinite() (in module dpnp)": [[151, "dpnp.isfinite"]], "isinf() (in module dpnp)": [[152, "dpnp.isinf"]], "isnan() (in module dpnp)": [[153, "dpnp.isnan"]], "isscalar() (in module dpnp)": [[154, "dpnp.isscalar"]], "issubdtype() (in module dpnp)": [[155, "dpnp.issubdtype"]], "issubsctype() (in module dpnp)": [[156, "dpnp.issubsctype"]], "kron() (in module dpnp)": [[157, "dpnp.kron"]], "left_shift() (in module dpnp)": [[158, "dpnp.left_shift"]], "less() (in module dpnp)": [[159, "dpnp.less"]], "less_equal() (in module dpnp)": [[160, "dpnp.less_equal"]], "cholesky() (in module dpnp.linalg)": [[161, "dpnp.linalg.cholesky"]], "cond() (in module dpnp.linalg)": [[162, "dpnp.linalg.cond"]], "det() (in module dpnp.linalg)": [[163, "dpnp.linalg.det"]], "eig() (in module dpnp.linalg)": [[164, "dpnp.linalg.eig"]], "eigh() (in module dpnp.linalg)": [[165, "dpnp.linalg.eigh"]], "eigvals() (in module dpnp.linalg)": [[166, "dpnp.linalg.eigvals"]], "inv() (in module dpnp.linalg)": [[167, "dpnp.linalg.inv"]], "matrix_power() (in module dpnp.linalg)": [[168, "dpnp.linalg.matrix_power"]], "matrix_rank() (in module dpnp.linalg)": [[169, "dpnp.linalg.matrix_rank"]], "multi_dot() (in module dpnp.linalg)": [[170, "dpnp.linalg.multi_dot"]], "norm() (in module dpnp.linalg)": [[171, "dpnp.linalg.norm"]], "qr() (in module dpnp.linalg)": [[172, "dpnp.linalg.qr"]], "slogdet() (in module dpnp.linalg)": [[173, "dpnp.linalg.slogdet"]], "solve() (in module dpnp.linalg)": [[174, "dpnp.linalg.solve"]], "svd() (in module dpnp.linalg)": [[175, "dpnp.linalg.svd"]], "linspace() (in module dpnp)": [[176, "dpnp.linspace"]], "loadtxt() (in module dpnp)": [[177, "dpnp.loadtxt"]], "log() (in module dpnp)": [[178, "dpnp.log"]], "log10() (in module dpnp)": [[179, "dpnp.log10"]], "log1p() (in module dpnp)": [[180, "dpnp.log1p"]], "log2() (in module dpnp)": [[181, "dpnp.log2"]], "logaddexp() (in module dpnp)": [[182, "dpnp.logaddexp"]], "logical_and() (in module dpnp)": [[183, "dpnp.logical_and"]], "logical_not() (in module dpnp)": [[184, "dpnp.logical_not"]], "logical_or() (in module dpnp)": [[185, "dpnp.logical_or"]], "logical_xor() (in module dpnp)": [[186, "dpnp.logical_xor"]], "logspace() (in module dpnp)": [[187, "dpnp.logspace"]], "logsumexp() (in module dpnp)": [[188, "dpnp.logsumexp"]], "matmul() (in module dpnp)": [[189, "dpnp.matmul"]], "max() (in module dpnp)": [[190, "dpnp.max"]], "maximum() (in module dpnp)": [[191, "dpnp.maximum"]], "mean() (in module dpnp)": [[192, "dpnp.mean"]], "median() (in module dpnp)": [[193, "dpnp.median"]], "meshgrid() (in module dpnp)": [[194, "dpnp.meshgrid"]], "mgrid (in module dpnp)": [[195, "dpnp.mgrid"]], "min() (in module dpnp)": [[196, "dpnp.min"]], "minimum() (in module dpnp)": [[197, "dpnp.minimum"]], "mod() (in module dpnp)": [[198, "dpnp.mod"]], "modf() (in module dpnp)": [[199, "dpnp.modf"]], "moveaxis() (in module dpnp)": [[200, "dpnp.moveaxis"]], "multiply() (in module dpnp)": [[201, "dpnp.multiply"]], "nanargmax() (in module dpnp)": [[202, "dpnp.nanargmax"]], "nanargmin() (in module dpnp)": [[203, "dpnp.nanargmin"]], "nancumprod() (in module dpnp)": [[204, "dpnp.nancumprod"]], "nancumsum() (in module dpnp)": [[205, "dpnp.nancumsum"]], "nanmax() (in module dpnp)": [[206, "dpnp.nanmax"]], "nanmean() (in module dpnp)": [[207, "dpnp.nanmean"]], "nanmin() (in module dpnp)": [[208, "dpnp.nanmin"]], "nanprod() (in module dpnp)": [[209, "dpnp.nanprod"]], "nanstd() (in module dpnp)": [[210, "dpnp.nanstd"]], "nansum() (in module dpnp)": [[211, "dpnp.nansum"]], "nanvar() (in module dpnp)": [[212, "dpnp.nanvar"]], "ndarray (in module dpnp)": [[213, "dpnp.ndarray"]], "t (dpnp.ndarray property)": [[214, "dpnp.ndarray.T"]], "__abs__() (dpnp.ndarray method)": [[215, "dpnp.ndarray.__abs__"]], "__add__() (dpnp.ndarray method)": [[216, "dpnp.ndarray.__add__"]], "__and__() (dpnp.ndarray method)": [[217, "dpnp.ndarray.__and__"]], "__complex__() (dpnp.ndarray method)": [[218, "dpnp.ndarray.__complex__"]], "__copy__() (dpnp.ndarray method)": [[219, "dpnp.ndarray.__copy__"]], "__eq__() (dpnp.ndarray method)": [[220, "dpnp.ndarray.__eq__"]], "__float__() (dpnp.ndarray method)": [[221, "dpnp.ndarray.__float__"]], "__floordiv__() (dpnp.ndarray method)": [[222, "dpnp.ndarray.__floordiv__"]], "__ge__() (dpnp.ndarray method)": [[223, "dpnp.ndarray.__ge__"]], "__getitem__() (dpnp.ndarray method)": [[224, "dpnp.ndarray.__getitem__"]], "__gt__() (dpnp.ndarray method)": [[225, "dpnp.ndarray.__gt__"]], "__iadd__() (dpnp.ndarray method)": [[226, "dpnp.ndarray.__iadd__"]], "__iand__() (dpnp.ndarray method)": [[227, "dpnp.ndarray.__iand__"]], "__ifloordiv__() (dpnp.ndarray method)": [[228, "dpnp.ndarray.__ifloordiv__"]], "__ilshift__() (dpnp.ndarray method)": [[229, "dpnp.ndarray.__ilshift__"]], "__imod__() (dpnp.ndarray method)": [[230, "dpnp.ndarray.__imod__"]], "__imul__() (dpnp.ndarray method)": [[231, "dpnp.ndarray.__imul__"]], "__int__() (dpnp.ndarray method)": [[232, "dpnp.ndarray.__int__"]], "__invert__() (dpnp.ndarray method)": [[233, "dpnp.ndarray.__invert__"]], "__ior__() (dpnp.ndarray method)": [[234, "dpnp.ndarray.__ior__"]], "__ipow__() (dpnp.ndarray method)": [[235, "dpnp.ndarray.__ipow__"]], "__irshift__() (dpnp.ndarray method)": [[236, "dpnp.ndarray.__irshift__"]], "__isub__() (dpnp.ndarray method)": [[237, "dpnp.ndarray.__isub__"]], "__itruediv__() (dpnp.ndarray method)": [[238, "dpnp.ndarray.__itruediv__"]], "__ixor__() (dpnp.ndarray method)": [[239, "dpnp.ndarray.__ixor__"]], "__le__() (dpnp.ndarray method)": [[240, "dpnp.ndarray.__le__"]], "__len__() (dpnp.ndarray method)": [[241, "dpnp.ndarray.__len__"]], "__lshift__() (dpnp.ndarray method)": [[242, "dpnp.ndarray.__lshift__"]], "__lt__() (dpnp.ndarray method)": [[243, "dpnp.ndarray.__lt__"]], "__mod__() (dpnp.ndarray method)": [[244, "dpnp.ndarray.__mod__"]], "__mul__() (dpnp.ndarray method)": [[245, "dpnp.ndarray.__mul__"]], "__ne__() (dpnp.ndarray method)": [[246, "dpnp.ndarray.__ne__"]], "__neg__() (dpnp.ndarray method)": [[247, "dpnp.ndarray.__neg__"]], "__new__() (dpnp.ndarray method)": [[248, "dpnp.ndarray.__new__"]], "__or__() (dpnp.ndarray method)": [[249, "dpnp.ndarray.__or__"]], "__pos__() (dpnp.ndarray method)": [[250, "dpnp.ndarray.__pos__"]], "__pow__() (dpnp.ndarray method)": [[251, "dpnp.ndarray.__pow__"]], "__repr__() (dpnp.ndarray method)": [[252, "dpnp.ndarray.__repr__"]], "__rshift__() (dpnp.ndarray method)": [[253, "dpnp.ndarray.__rshift__"]], "__setitem__() (dpnp.ndarray method)": [[254, "dpnp.ndarray.__setitem__"]], "__str__() (dpnp.ndarray method)": [[255, "dpnp.ndarray.__str__"]], "__sub__() (dpnp.ndarray method)": [[256, "dpnp.ndarray.__sub__"]], "__truediv__() (dpnp.ndarray method)": [[257, "dpnp.ndarray.__truediv__"]], "__xor__() (dpnp.ndarray method)": [[258, "dpnp.ndarray.__xor__"]], "all() (dpnp.ndarray method)": [[259, "dpnp.ndarray.all"]], "any() (dpnp.ndarray method)": [[260, "dpnp.ndarray.any"]], "argmax() (dpnp.ndarray method)": [[261, "dpnp.ndarray.argmax"]], "argmin() (dpnp.ndarray method)": [[262, "dpnp.ndarray.argmin"]], "argsort() (dpnp.ndarray method)": [[263, "dpnp.ndarray.argsort"]], "astype() (dpnp.ndarray method)": [[264, "dpnp.ndarray.astype"]], "choose() (dpnp.ndarray method)": [[265, "dpnp.ndarray.choose"]], "clip() (dpnp.ndarray method)": [[266, "dpnp.ndarray.clip"]], "conj() (dpnp.ndarray method)": [[267, "dpnp.ndarray.conj"]], "conjugate() (dpnp.ndarray method)": [[268, "dpnp.ndarray.conjugate"]], "copy() (dpnp.ndarray method)": [[269, "dpnp.ndarray.copy"]], "cumsum() (dpnp.ndarray method)": [[270, "dpnp.ndarray.cumsum"]], "diagonal() (dpnp.ndarray method)": [[271, "dpnp.ndarray.diagonal"]], "dtype (dpnp.ndarray property)": [[272, "dpnp.ndarray.dtype"]], "fill() (dpnp.ndarray method)": [[273, "dpnp.ndarray.fill"]], "flags (dpnp.ndarray property)": [[274, "dpnp.ndarray.flags"]], "flat (dpnp.ndarray property)": [[275, "dpnp.ndarray.flat"]], "flatten() (dpnp.ndarray method)": [[276, "dpnp.ndarray.flatten"]], "imag (dpnp.ndarray property)": [[277, "dpnp.ndarray.imag"]], "item() (dpnp.ndarray method)": [[278, "dpnp.ndarray.item"]], "itemsize (dpnp.ndarray property)": [[279, "dpnp.ndarray.itemsize"]], "max() (dpnp.ndarray method)": [[280, "dpnp.ndarray.max"]], "mean() (dpnp.ndarray method)": [[281, "dpnp.ndarray.mean"]], "min() (dpnp.ndarray method)": [[282, "dpnp.ndarray.min"]], "nbytes (dpnp.ndarray property)": [[283, "dpnp.ndarray.nbytes"]], "ndim (dpnp.ndarray property)": [[284, "dpnp.ndarray.ndim"]], "nonzero() (dpnp.ndarray method)": [[285, "dpnp.ndarray.nonzero"]], "partition() (dpnp.ndarray method)": [[286, "dpnp.ndarray.partition"]], "prod() (dpnp.ndarray method)": [[287, "dpnp.ndarray.prod"]], "put() (dpnp.ndarray method)": [[288, "dpnp.ndarray.put"]], "ravel() (dpnp.ndarray method)": [[289, "dpnp.ndarray.ravel"]], "real (dpnp.ndarray property)": [[290, "dpnp.ndarray.real"]], "repeat() (dpnp.ndarray method)": [[291, "dpnp.ndarray.repeat"]], "reshape() (dpnp.ndarray method)": [[292, "dpnp.ndarray.reshape"]], "round() (dpnp.ndarray method)": [[293, "dpnp.ndarray.round"]], "shape (dpnp.ndarray property)": [[294, "dpnp.ndarray.shape"]], "size (dpnp.ndarray property)": [[295, "dpnp.ndarray.size"]], "sort() (dpnp.ndarray method)": [[296, "dpnp.ndarray.sort"]], "squeeze() (dpnp.ndarray method)": [[297, "dpnp.ndarray.squeeze"]], "std() (dpnp.ndarray method)": [[298, "dpnp.ndarray.std"]], "strides (dpnp.ndarray property)": [[299, "dpnp.ndarray.strides"]], "sum() (dpnp.ndarray method)": [[300, "dpnp.ndarray.sum"]], "swapaxes() (dpnp.ndarray method)": [[301, "dpnp.ndarray.swapaxes"]], "take() (dpnp.ndarray method)": [[302, "dpnp.ndarray.take"]], "transpose() (dpnp.ndarray method)": [[303, "dpnp.ndarray.transpose"]], "var() (dpnp.ndarray method)": [[304, "dpnp.ndarray.var"]], "negative() (in module dpnp)": [[305, "dpnp.negative"]], "nonzero() (in module dpnp)": [[306, "dpnp.nonzero"]], "not_equal() (in module dpnp)": [[307, "dpnp.not_equal"]], "ogrid (in module dpnp)": [[308, "dpnp.ogrid"]], "ones() (in module dpnp)": [[309, "dpnp.ones"]], "ones_like() (in module dpnp)": [[310, "dpnp.ones_like"]], "outer() (in module dpnp)": [[311, "dpnp.outer"]], "partition() (in module dpnp)": [[312, "dpnp.partition"]], "place() (in module dpnp)": [[313, "dpnp.place"]], "positive() (in module dpnp)": [[314, "dpnp.positive"]], "power() (in module dpnp)": [[315, "dpnp.power"]], "prod() (in module dpnp)": [[316, "dpnp.prod"]], "proj() (in module dpnp)": [[317, "dpnp.proj"]], "ptp() (in module dpnp)": [[318, "dpnp.ptp"]], "put() (in module dpnp)": [[319, "dpnp.put"]], "put_along_axis() (in module dpnp)": [[320, "dpnp.put_along_axis"]], "putmask() (in module dpnp)": [[321, "dpnp.putmask"]], "rad2deg() (in module dpnp)": [[322, "dpnp.rad2deg"]], "radians() (in module dpnp)": [[323, "dpnp.radians"]], "randomstate (class in dpnp.random)": [[324, "dpnp.random.RandomState"]], "__eq__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__eq__"]], "__ge__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__ge__"]], "__gt__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__gt__"]], "__le__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__le__"]], "__lt__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__lt__"]], "__ne__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__ne__"]], "get_state() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.get_state"]], "get_sycl_device() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.get_sycl_device"]], "get_sycl_queue() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.get_sycl_queue"]], "normal() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.normal"]], "rand() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.rand"]], "randint() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.randint"]], "randn() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.randn"]], "random_sample() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.random_sample"]], "standard_normal() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.standard_normal"]], "uniform() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.uniform"]], "beta() (in module dpnp.random)": [[325, "dpnp.random.beta"]], "binomial() (in module dpnp.random)": [[326, "dpnp.random.binomial"]], "bytes() (in module dpnp.random)": [[327, "dpnp.random.bytes"]], "chisquare() (in module dpnp.random)": [[328, "dpnp.random.chisquare"]], "choice() (in module dpnp.random)": [[329, "dpnp.random.choice"]], "dirichlet() (in module dpnp.random)": [[330, "dpnp.random.dirichlet"]], "exponential() (in module dpnp.random)": [[331, "dpnp.random.exponential"]], "f() (in module dpnp.random)": [[332, "dpnp.random.f"]], "gamma() (in module dpnp.random)": [[333, "dpnp.random.gamma"]], "geometric() (in module dpnp.random)": [[334, "dpnp.random.geometric"]], "gumbel() (in module dpnp.random)": [[335, "dpnp.random.gumbel"]], "hypergeometric() (in module dpnp.random)": [[336, "dpnp.random.hypergeometric"]], "laplace() (in module dpnp.random)": [[337, "dpnp.random.laplace"]], "logistic() (in module dpnp.random)": [[338, "dpnp.random.logistic"]], "lognormal() (in module dpnp.random)": [[339, "dpnp.random.lognormal"]], "logseries() (in module dpnp.random)": [[340, "dpnp.random.logseries"]], "multinomial() (in module dpnp.random)": [[341, "dpnp.random.multinomial"]], "multivariate_normal() (in module dpnp.random)": [[342, "dpnp.random.multivariate_normal"]], "negative_binomial() (in module dpnp.random)": [[343, "dpnp.random.negative_binomial"]], "noncentral_chisquare() (in module dpnp.random)": [[344, "dpnp.random.noncentral_chisquare"]], "noncentral_f() (in module dpnp.random)": [[345, "dpnp.random.noncentral_f"]], "normal() (in module dpnp.random)": [[346, "dpnp.random.normal"]], "pareto() (in module dpnp.random)": [[347, "dpnp.random.pareto"]], "permutation() (in module dpnp.random)": [[348, "dpnp.random.permutation"]], "poisson() (in module dpnp.random)": [[349, "dpnp.random.poisson"]], "power() (in module dpnp.random)": [[350, "dpnp.random.power"]], "rand() (in module dpnp.random)": [[351, "dpnp.random.rand"]], "randint() (in module dpnp.random)": [[352, "dpnp.random.randint"]], "randn() (in module dpnp.random)": [[353, "dpnp.random.randn"]], "random() (in module dpnp.random)": [[354, "dpnp.random.random"]], "random_integers() (in module dpnp.random)": [[355, "dpnp.random.random_integers"]], "random_sample() (in module dpnp.random)": [[356, "dpnp.random.random_sample"]], "ranf() (in module dpnp.random)": [[357, "dpnp.random.ranf"]], "rayleigh() (in module dpnp.random)": [[358, "dpnp.random.rayleigh"]], "sample() (in module dpnp.random)": [[359, "dpnp.random.sample"]], "seed() (in module dpnp.random)": [[360, "dpnp.random.seed"]], "shuffle() (in module dpnp.random)": [[361, "dpnp.random.shuffle"]], "standard_cauchy() (in module dpnp.random)": [[362, "dpnp.random.standard_cauchy"]], "standard_exponential() (in module dpnp.random)": [[363, "dpnp.random.standard_exponential"]], "standard_gamma() (in module dpnp.random)": [[364, "dpnp.random.standard_gamma"]], "standard_normal() (in module dpnp.random)": [[365, "dpnp.random.standard_normal"]], "standard_t() (in module dpnp.random)": [[366, "dpnp.random.standard_t"]], "triangular() (in module dpnp.random)": [[367, "dpnp.random.triangular"]], "uniform() (in module dpnp.random)": [[368, "dpnp.random.uniform"]], "vonmises() (in module dpnp.random)": [[369, "dpnp.random.vonmises"]], "wald() (in module dpnp.random)": [[370, "dpnp.random.wald"]], "weibull() (in module dpnp.random)": [[371, "dpnp.random.weibull"]], "zipf() (in module dpnp.random)": [[372, "dpnp.random.zipf"]], "ravel() (in module dpnp)": [[373, "dpnp.ravel"]], "real() (in module dpnp)": [[374, "dpnp.real"]], "reciprocal() (in module dpnp)": [[375, "dpnp.reciprocal"]], "reduce_hypot() (in module dpnp)": [[376, "dpnp.reduce_hypot"]], "remainder() (in module dpnp)": [[377, "dpnp.remainder"]], "repeat() (in module dpnp)": [[378, "dpnp.repeat"]], "reshape() (in module dpnp)": [[379, "dpnp.reshape"]], 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43, 56, 57, 67, 70, 71, 74, 77, 79, 82, 83, 85, 120, 121, 122, 125, 126, 138, 142, 147, 148, 171, 188, 190, 191, 192, 193, 196, 197, 202, 203, 204, 205, 206, 207, 208, 210, 211, 212, 261, 262, 263, 270, 280, 282, 287, 288, 298, 300, 302, 304, 318, 319, 320, 376, 378, 383, 384, 386, 395, 399, 400, 402, 404, 405, 408, 409, 410, 412, 415, 418, 425, 427, 438], "limit": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 38, 45, 46, 47, 48, 49, 50, 52, 53, 55, 58, 59, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 73, 74, 77, 78, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 123, 124, 125, 126, 127, 129, 130, 131, 132, 133, 134, 135, 138, 139, 140, 143, 144, 145, 148, 149, 150, 151, 152, 153, 158, 159, 160, 162, 165, 167, 172, 174, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 264, 266, 305, 306, 307, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 321, 323, 324, 325, 326, 328, 331, 332, 333, 334, 335, 336, 337, 338, 339, 341, 342, 343, 346, 347, 349, 350, 352, 355, 358, 360, 361, 362, 363, 364, 366, 367, 368, 369, 370, 371, 372, 375, 377, 379, 381, 382, 385, 387, 388, 389, 391, 392, 393, 394, 395, 396, 397, 400, 401, 402, 404, 406, 407, 408, 410, 412, 413, 414, 417, 420, 421, 423, 424, 425, 428, 429, 430], "To": 4, "program": [4, 123], "beyond": [4, 383], "cpu": [4, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 45, 46, 47, 48, 52, 53, 58, 59, 62, 64, 65, 66, 68, 69, 70, 71, 78, 80, 81, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 123, 124, 125, 126, 127, 134, 135, 138, 139, 140, 143, 144, 148, 149, 150, 151, 152, 153, 158, 159, 160, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 191, 193, 194, 197, 198, 199, 201, 204, 205, 209, 305, 306, 307, 309, 310, 311, 313, 314, 315, 316, 319, 375, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 404, 406, 407, 408, 412, 413, 414, 417, 420, 421, 428, 429, 430], "you": [4, 405, 438], "need": [4, 137, 405], "appropri": [4, 28, 29, 137, 188, 190, 196, 202, 203, 206, 208, 324, 352, 355, 376, 438], "hardwar": 4, "work": [4, 31, 39, 72, 198, 322, 405, 426, 438], "fine": 4, "laptop": 4, "graphic": 4, "In": [4, 28, 29, 161, 207, 319, 324, 368, 379, 404], "major": [4, 34, 35, 36, 38, 82, 264, 276, 373], "case": [4, 28, 29, 43, 79, 175, 209, 316, 317, 379], "your": 4, "window": 4, "alreadi": [4, 35, 40, 41, 42], "ha": [4, 18, 30, 43, 45, 46, 47, 48, 84, 94, 104, 109, 131, 142, 146, 149, 173, 188, 192, 207, 210, 211, 212, 319, 374, 375, 376, 378, 384, 398, 399, 400, 402, 403, 409, 425, 438], "all": [4, 6, 9, 15, 19, 33, 43, 56, 67, 79, 82, 83, 84, 92, 93, 95, 120, 121, 122, 142, 144, 161, 202, 203, 206, 208, 211, 264, 267, 273, 286, 317, 326, 383, 386, 396, 398, 427, 438], "necessari": [4, 40, 63, 192, 207, 210, 211, 212, 379, 400, 402, 425], "But": [4, 84], "want": [4, 405], "up": [4, 84, 122], "date": 4, "alwai": [4, 30, 34, 82, 210, 212, 264, 379, 400, 425], "updat": 4, "latest": [4, 128], "follow": [4, 43, 84, 94, 118, 145, 438, 442], "instruct": 4, "step": [4, 20, 136, 176, 187], "8": [4, 13, 15, 40, 52, 55, 63, 74, 75, 79, 84, 120, 136, 146, 150, 163, 173, 175, 176, 187, 204, 315, 316, 318, 324, 348, 367, 374, 383, 387, 393, 404, 408, 412, 414, 417, 424, 428], "9": [4, 13, 40, 55, 63, 74, 75, 80, 82, 98, 124, 136, 175, 187, 201, 278, 318, 324, 326, 328, 348, 374, 383, 396, 401, 408, 414, 417, 420, 424, 428], "10": [4, 13, 22, 24, 28, 29, 43, 55, 61, 71, 75, 79, 82, 84, 95, 134, 136, 141, 146, 158, 178, 179, 180, 181, 187, 188, 193, 201, 292, 318, 320, 324, 326, 336, 348, 376, 380, 381, 383, 385, 399, 405, 414, 417, 428], "If": [4, 15, 28, 29, 30, 37, 43, 55, 57, 79, 81, 82, 84, 94, 118, 120, 142, 146, 147, 161, 169, 170, 171, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 264, 294, 296, 320, 324, 346, 368, 374, 375, 376, 379, 383, 386, 395, 396, 398, 399, 400, 402, 403, 405, 409, 411, 425, 427, 438], "yet": [4, 6], "easiest": 4, "It": [4, 28, 29, 55, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 376, 400, 402, 425], "essenti": 4, "machin": [4, 118, 145], "optim": [4, 87], "includ": [4, 28, 29, 37, 43, 137, 187, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 317, 324, 368, 376, 400, 402, 425], "anoth": [4, 63, 82, 128, 269, 288, 319, 384], "vendor": 4, "too": 4, "manual": [4, 84, 409], "shown": 4, "next": [4, 118], "section": [4, 84, 438], "recommend": [4, 306, 409], "org": 4, "channel": 4, "command": 4, "forg": 4, "pip": 4, "http": [4, 128], "pypi": 4, "simpl": [4, 186, 442], "These": [4, 84, 94, 200, 438, 442], "its": [4, 6, 15, 30, 31, 43, 58, 59, 82, 99, 105, 118, 143, 144, 165, 166, 192, 207, 210, 212, 303, 361, 373, 376, 379, 385, 395, 400, 411, 413, 425, 438], "depend": [4, 165, 171, 176, 389, 428], "control": [4, 51, 57, 63, 82, 142, 264, 386, 399, 427], "requir": [4, 6, 32, 36, 38, 82, 84, 147, 264], "compil": [4, 84, 137], "runtim": 4, "onemkl": 4, "befor": [4, 30, 57, 82, 121, 122, 188, 210, 211, 212, 286, 296, 376, 383, 384, 395, 400, 402, 409, 425], "strongli": [4, 409], "advis": 4, "version": [4, 82, 84, 275, 306], "activ": 4, "local": 4, "environ": 4, "env": 4, "And": [4, 75, 82, 264], "sourc": [4, 6, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 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, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 305, 306, 307, 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, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430], "recip": 4, "finanli": 4, "setuptool": 4, "o": [4, 84], "On": 4, "linux": 4, "cython": 4, "dpcpp_linux": 4, "mkl": 4, "devel": 4, "dpcpp": 4, "tbb": 4, "onedpl": 4, "cmake": 4, "ninja": 4, "pytest": 4, "dpcpp_win": 4, "setup": 4, "py": 4, "g": [4, 82, 84, 299, 324], "dcmake_c_compil": 4, "path": 4, "icx": 4, "dcmake_cxx_compil": 4, "icpx": 4, "script": 4, "build_loc": 4, "suit": 4, "element": [4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 33, 43, 44, 45, 46, 47, 48, 52, 53, 55, 58, 59, 62, 63, 65, 66, 70, 71, 79, 80, 82, 84, 85, 90, 92, 93, 95, 96, 98, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 143, 144, 146, 147, 149, 150, 151, 152, 153, 158, 159, 160, 161, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 190, 191, 196, 197, 198, 199, 201, 204, 205, 206, 208, 209, 210, 211, 212, 259, 260, 267, 268, 270, 272, 273, 276, 278, 279, 281, 283, 285, 286, 291, 292, 293, 295, 298, 299, 302, 304, 305, 306, 307, 313, 314, 315, 316, 317, 319, 321, 373, 374, 375, 376, 377, 378, 379, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 400, 401, 402, 404, 406, 407, 409, 414, 417, 420, 421, 422, 425, 428, 438, 442], "asarrai": [4, 6, 34, 39], "y": [4, 36, 38, 40, 49, 61, 68, 69, 81, 82, 84, 94, 131, 138, 194, 195, 199, 269, 292, 303, 308, 396, 412, 428], "locat": [4, 137, 335, 337], "same": [4, 13, 15, 26, 30, 31, 33, 36, 38, 39, 43, 45, 47, 48, 50, 56, 57, 62, 72, 79, 80, 81, 82, 83, 89, 90, 94, 96, 124, 125, 126, 127, 128, 135, 139, 140, 142, 143, 158, 159, 160, 177, 182, 183, 184, 185, 186, 190, 191, 192, 196, 197, 198, 201, 206, 207, 208, 210, 211, 212, 264, 292, 307, 310, 311, 315, 319, 320, 322, 324, 346, 352, 368, 373, 375, 377, 378, 381, 383, 384, 386, 395, 396, 397, 398, 399, 400, 401, 402, 405, 416, 419, 420, 425, 426, 427, 430], "shape": [4, 6, 28, 29, 32, 33, 36, 42, 43, 49, 50, 52, 55, 57, 62, 64, 68, 69, 75, 79, 82, 83, 84, 88, 89, 93, 94, 96, 120, 131, 134, 135, 142, 147, 163, 167, 169, 173, 174, 175, 183, 184, 185, 186, 188, 189, 190, 192, 195, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 264, 292, 297, 303, 308, 309, 310, 319, 320, 324, 333, 336, 341, 342, 347, 351, 352, 353, 354, 355, 356, 357, 359, 364, 365, 371, 373, 375, 376, 378, 379, 383, 384, 386, 387, 395, 396, 397, 398, 399, 400, 402, 404, 409, 411, 413, 418, 425, 427, 429, 430, 431, 442], "0": [4, 6, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 40, 41, 42, 43, 44, 51, 53, 55, 57, 58, 59, 60, 61, 62, 64, 65, 66, 67, 68, 73, 74, 75, 77, 78, 79, 80, 82, 84, 85, 88, 89, 90, 91, 92, 94, 95, 97, 98, 101, 115, 118, 120, 121, 122, 123, 124, 125, 126, 127, 135, 136, 138, 141, 144, 147, 148, 151, 152, 153, 161, 165, 167, 173, 176, 177, 178, 179, 180, 181, 184, 186, 187, 189, 190, 191, 192, 194, 195, 196, 197, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 269, 271, 273, 277, 278, 290, 293, 296, 298, 299, 300, 303, 304, 306, 308, 309, 310, 315, 316, 317, 318, 319, 320, 323, 324, 326, 331, 333, 334, 335, 337, 338, 339, 341, 342, 343, 346, 348, 349, 350, 351, 354, 356, 357, 358, 359, 362, 365, 367, 368, 369, 375, 377, 378, 382, 383, 384, 385, 387, 389, 390, 391, 393, 394, 395, 397, 398, 399, 400, 401, 402, 403, 404, 405, 407, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 423, 425, 428, 429, 430], "expect": [4, 18, 52, 62, 84, 93, 188, 192, 207, 210, 211, 212, 375, 376, 387, 400, 402, 425], "comput": [4, 26, 31, 43, 45, 46, 47, 48, 53, 79, 94, 98, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 141, 147, 148, 149, 162, 163, 164, 166, 170, 171, 172, 173, 183, 184, 185, 186, 188, 190, 192, 193, 196, 198, 206, 207, 208, 210, 211, 212, 376, 377, 382, 385, 387, 400, 402, 407, 408, 421, 425], "empti": [4, 6, 32, 82, 89, 134, 135, 211, 273, 309, 310, 429, 430], "found": [4, 438], "here": [6, 30, 84, 395], "correspond": [6, 28, 29, 37, 55, 57, 82, 147, 165, 195, 272, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 383, 390, 400, 411, 425, 438], "column": [6, 34, 35, 36, 38, 56, 57, 82, 83, 121, 122, 142, 165, 170, 264, 276, 373, 386, 399, 415, 418, 427], "v1": 6, "23": [6, 324], "v0": 6, "11": [6, 28, 29, 43, 66, 75, 82, 138, 292, 343, 352, 385, 394, 414, 417], "435": 6, "g334d6ca0": 6, "v9": 6, "397": 6, "233": 6, "299": 6, "56": 6, "36": 6, "47": 6, "20": [6, 147, 158, 320, 326, 341, 405], "15": [6, 28, 29, 71, 75, 179, 348], "16": [6, 45, 75, 84, 136, 138, 201, 315, 406], "18": [6, 84, 85, 187], "51": 6, "48": [6, 204], "49": 6, "total": [6, 67, 82, 283, 400, 425], "542": 6, "350": 6, "429": 6, "ab": [6, 12], "absolut": [6, 11, 18, 98, 173, 210, 212, 317, 400, 425], "add": [6, 84], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "allclos": [6, 33, 150, 174, 175], "alltru": 6, "amax": [6, 190], "amin": [6, 196], "angl": [6, 25, 26, 72, 73, 322, 323, 423], "apply_along_axi": 6, "apply_over_ax": 6, "arcco": [6, 22, 23, 25, 26, 65], "arccosh": [6, 21, 24, 27, 66], "arcsin": [6, 21, 24, 25, 26, 393], "arcsinh": [6, 22, 23, 27, 394], "arctan": [6, 18, 21, 23, 26, 27, 406], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 407], "argmax": [6, 29, 82, 202, 320, 405, 438], "argmin": [6, 28, 82, 203, 405, 438], "argpartit": [6, 30, 438], "argsort": [6, 82, 395, 405, 411, 438], "argwher": 6, "around": [6, 82, 136, 293, 319, 385], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_repr": 6, "array_split": [6, 57], "array_str": 6, "asanyarrai": [6, 35, 38], "asarray_chkfinit": [6, 34, 35], "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "atleast_1d": [6, 41, 42, 94], "atleast_2d": [6, 40, 42, 94], "atleast_3d": [6, 40, 41, 94], "averag": [6, 82, 192, 207, 281, 402, 442], "bartlett": 6, "base_repr": 6, "binary_repr": 6, "bincount": 6, "bitwise_and": [6, 46, 47, 48, 149, 183], "bitwise_not": 6, "bitwise_or": [6, 45, 46, 48, 149, 185], "bitwise_xor": [6, 45, 46, 47, 149, 186], "blackman": 6, "block": [6, 57, 83, 142, 386, 399, 427], "bmat": 6, "broadcast_arrai": [6, 50], "broadcast_shap": 6, "broadcast_to": [6, 49, 409], "busday_count": 6, "busday_offset": 6, "byte_bound": 6, "can_cast": [6, 442], "cbrt": [6, 396], "ceil": [6, 31, 123, 124, 382, 385, 421], "choos": [6, 18, 25, 26, 82, 438], "clip": [6, 82, 319, 404, 438], "column_stack": [6, 57, 83, 142, 386, 399, 427], "common_typ": 6, "compare_chararrai": 6, "compress": [6, 404, 438], "concaten": [6, 56, 83, 142, 386, 399, 405, 427], "conj": [6, 82, 146, 161, 317, 374], "conjug": [6, 58, 81, 82, 146, 161, 165, 189, 267, 317, 374], "convolv": [6, 64], "copi": [6, 30, 32, 35, 36, 37, 38, 40, 41, 42, 63, 82, 84, 147, 194, 195, 219, 264, 276, 278, 286, 292, 294, 308, 312, 314, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 365, 368, 379, 395, 398, 414, 417, 438], "copysign": [6, 305, 314], "copyto": [6, 82, 269], "corrcoef": [6, 68], "correl": [6, 442], "co": [6, 21, 66, 393, 406], "cosh": [6, 22, 65, 394, 407], "count_nonzero": [6, 306], "cov": [6, 342], "cross": [6, 64], "cumprod": [6, 204, 438], "cumproduct": 6, "cumsum": [6, 79, 82, 205, 402, 438], "datetime_as_str": 6, "datetime_data": 6, "deg2rad": [6, 322, 323, 423], "degre": [6, 18, 72, 210, 212, 322, 323, 366, 400, 423, 425], "delet": 6, "deprec": 6, "deprecate_with_doc": 6, "diag": [6, 77, 121, 122, 144, 175], "diag_indic": [6, 76, 117], "diag_indices_from": [6, 75, 117], "diagflat": [6, 74], "diagon": [6, 74, 75, 76, 77, 82, 97, 117, 144, 161, 410, 413, 414, 415, 416, 417, 418, 419, 438], "diff": [6, 71, 85, 138, 141], "digit": [6, 118], "disp": 6, "divid": [6, 83, 124, 127, 167, 198, 377, 420], "divmod": [6, 438], "dot": [6, 82, 86, 87, 148, 161, 168, 170, 174, 175, 189, 408, 426], "dsplit": [6, 57, 83], "dstack": [6, 56, 57, 142, 386, 399, 427], "ediff1d": [6, 79], "einsum": [6, 87, 148, 189, 311, 408], "einsum_path": [6, 86], "empty_lik": [6, 32, 88, 135, 310, 430], "equal": [6, 14, 15, 19, 33, 43, 57, 64, 68, 82, 124, 136, 139, 140, 142, 150, 155, 159, 160, 167, 176, 187, 286, 307, 324, 334, 368, 377, 386, 398, 399, 415, 418, 427], "exp": [6, 93, 95, 173, 178, 180, 182, 188], "exp2": [6, 92, 95], "expand_dim": [6, 28, 29], "expm1": [6, 92, 93, 180], "extract": [6, 74, 77, 147], "ey": [6, 58, 59, 67, 125, 126, 144, 186, 191, 197, 390], "fab": [6, 11, 12], "fastcopyandtranspos": 6, "fill_diagon": 6, "find_common_typ": 6, "fix": [6, 84, 319], "flatnonzero": [6, 306], "flip": [6, 121, 122, 326], "fliplr": [6, 120, 122], "flipud": [6, 120, 121], "float_pow": 6, "floor": [6, 31, 53, 124, 377, 382, 385, 421], "floor_divid": [6, 127, 198, 377], "fmax": [6, 126, 190, 191, 197, 206, 315], "fmin": [6, 125, 191, 196, 197, 208, 315], "fmod": [6, 125, 126, 198, 315, 377], "format_float_posit": 6, "format_float_scientif": 6, "frexp": 6, "from_dlpack": 6, "frombuff": 6, "fromfil": 6, "fromfunct": [6, 34, 35], "fromit": [6, 34, 35], "frompyfunc": 6, "fromregex": 6, "fromstr": 6, "full": [6, 11, 12, 13, 14, 15, 18, 19, 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266, 292, 305, 307, 314, 315, 317, 375, 377, 381, 382, 387, 391, 392, 393, 394, 396, 397, 401, 406, 407, 408, 412, 413, 420, 421, 422, 426], "calcul": [11, 12, 18, 43, 71, 79, 85, 92, 93, 95, 98, 123, 125, 126, 138, 182, 188, 192, 198, 207, 210, 211, 212, 315, 376, 377, 396, 400, 425, 431], "valu": [11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 78, 79, 80, 82, 84, 85, 88, 89, 90, 92, 93, 95, 96, 97, 98, 99, 105, 117, 118, 119, 123, 124, 125, 126, 127, 131, 134, 135, 139, 140, 143, 144, 147, 149, 151, 152, 153, 158, 159, 160, 161, 166, 169, 171, 173, 175, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 196, 197, 198, 201, 202, 203, 206, 207, 208, 209, 210, 211, 212, 216, 217, 220, 222, 223, 225, 226, 227, 228, 229, 230, 231, 234, 235, 236, 237, 238, 239, 240, 242, 243, 244, 245, 246, 249, 251, 253, 254, 255, 256, 257, 258, 261, 262, 264, 266, 269, 273, 275, 286, 288, 305, 306, 307, 309, 310, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 324, 334, 351, 352, 368, 375, 376, 377, 378, 379, 381, 382, 383, 385, 387, 388, 389, 391, 392, 393, 394, 395, 396, 397, 400, 401, 402, 404, 405, 406, 407, 408, 410, 420, 421, 423, 425, 429, 430, 438, 442], "wise": [11, 12, 13, 15, 18, 21, 22, 23, 24, 25, 26, 27, 31, 33, 45, 46, 47, 48, 52, 53, 56, 57, 58, 59, 62, 65, 66, 80, 82, 83, 90, 92, 93, 95, 98, 123, 125, 126, 127, 139, 140, 142, 146, 149, 150, 151, 152, 153, 158, 159, 160, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 190, 191, 196, 197, 198, 199, 201, 206, 208, 209, 268, 305, 307, 314, 315, 317, 374, 375, 377, 381, 382, 385, 386, 387, 391, 392, 393, 394, 396, 397, 399, 401, 406, 407, 420, 421, 427, 438], "contain": [11, 12, 14, 19, 20, 28, 29, 45, 46, 47, 48, 55, 63, 82, 84, 128, 137, 147, 149, 158, 165, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 292, 324, 375, 376, 381, 396, 400, 402, 411, 415, 418, 425, 438], "paramet": [11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 74, 77, 78, 79, 80, 81, 82, 83, 84, 85, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 128, 134, 135, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 151, 152, 153, 158, 159, 160, 161, 162, 163, 165, 166, 168, 169, 170, 171, 172, 173, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 264, 273, 276, 292, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 319, 320, 324, 325, 326, 328, 331, 332, 333, 334, 335, 336, 337, 338, 339, 341, 342, 343, 346, 347, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 424, 425, 427, 428, 429, 430], "onli": [11, 12, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 40, 43, 52, 53, 55, 58, 59, 61, 64, 65, 66, 68, 74, 77, 78, 82, 84, 85, 88, 89, 92, 93, 95, 97, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 117, 123, 129, 130, 131, 132, 133, 134, 135, 147, 151, 152, 153, 158, 161, 176, 177, 178, 179, 180, 181, 184, 190, 192, 193, 194, 196, 202, 203, 206, 207, 208, 209, 210, 212, 264, 296, 305, 309, 310, 312, 314, 316, 317, 319, 324, 346, 352, 368, 379, 381, 382, 385, 387, 388, 389, 391, 392, 393, 394, 395, 400, 402, 404, 405, 406, 407, 408, 410, 413, 414, 417, 421, 424, 425, 428, 429, 430, 438], "either": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 38, 43, 45, 46, 47, 48, 52, 53, 58, 59, 62, 65, 66, 67, 80, 81, 84, 90, 92, 93, 95, 96, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 123, 124, 125, 126, 127, 139, 140, 143, 149, 150, 151, 152, 153, 158, 159, 160, 171, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 189, 190, 191, 194, 196, 197, 198, 201, 202, 203, 206, 208, 209, 211, 305, 306, 307, 311, 313, 314, 315, 316, 317, 319, 360, 376, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 402, 404, 405, 406, 407, 420, 421, 428], "tensor": [11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 31, 37, 45, 46, 47, 48, 52, 53, 58, 59, 62, 65, 66, 67, 80, 81, 82, 89, 90, 92, 93, 95, 96, 123, 124, 125, 126, 127, 135, 139, 140, 143, 148, 149, 151, 152, 153, 158, 159, 160, 165, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 189, 190, 191, 194, 196, 197, 198, 201, 202, 203, 206, 208, 209, 305, 306, 307, 310, 311, 313, 314, 315, 316, 317, 318, 319, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 404, 406, 407, 408, 414, 417, 420, 421, 428, 430], "usm_ndarrai": [11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 37, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 62, 63, 65, 66, 67, 79, 80, 81, 82, 83, 89, 90, 92, 93, 94, 95, 96, 120, 121, 122, 123, 124, 125, 126, 127, 135, 139, 140, 142, 143, 146, 149, 151, 152, 153, 158, 159, 160, 161, 163, 165, 173, 174, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 194, 196, 197, 198, 200, 201, 202, 203, 206, 207, 208, 209, 210, 211, 212, 264, 305, 306, 307, 310, 311, 313, 314, 315, 316, 317, 318, 319, 320, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 409, 411, 414, 417, 420, 421, 425, 427, 428, 430], "keyword": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 45, 46, 47, 48, 52, 53, 55, 62, 65, 66, 69, 70, 71, 80, 81, 85, 92, 93, 95, 98, 123, 124, 125, 126, 127, 138, 143, 148, 149, 158, 179, 180, 181, 182, 189, 191, 197, 198, 199, 201, 204, 205, 305, 314, 315, 317, 375, 377, 381, 382, 387, 391, 392, 393, 394, 401, 406, 407, 408, 412, 413, 420, 421, 438], "argument": [11, 12, 13, 15, 18, 21, 22, 23, 24, 25, 26, 27, 45, 46, 47, 48, 51, 52, 53, 55, 57, 62, 65, 66, 69, 70, 71, 80, 81, 82, 84, 85, 91, 92, 93, 95, 98, 123, 124, 125, 126, 127, 138, 143, 146, 148, 149, 155, 156, 158, 167, 170, 179, 180, 181, 182, 189, 191, 197, 198, 199, 201, 204, 205, 292, 305, 314, 315, 317, 374, 375, 377, 380, 381, 382, 387, 391, 392, 393, 394, 399, 401, 406, 407, 408, 412, 413, 420, 421, 438], "unsupport": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 45, 46, 47, 48, 52, 53, 55, 62, 65, 66, 69, 70, 71, 80, 81, 92, 93, 95, 98, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 123, 124, 125, 126, 127, 138, 143, 148, 149, 158, 170, 179, 180, 181, 182, 189, 191, 197, 198, 199, 201, 204, 205, 305, 314, 315, 317, 375, 377, 381, 382, 387, 391, 392, 393, 394, 401, 406, 407, 408, 412, 413, 420, 421], "sequenti": [11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 45, 46, 47, 48, 52, 53, 58, 59, 62, 64, 65, 66, 68, 69, 70, 71, 78, 80, 81, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 116, 123, 124, 125, 126, 127, 134, 135, 138, 139, 140, 143, 144, 148, 149, 150, 151, 152, 153, 158, 159, 160, 167, 178, 179, 180, 181, 182, 183, 184, 185, 186, 191, 193, 194, 197, 198, 199, 201, 204, 205, 209, 305, 306, 307, 309, 310, 311, 313, 314, 315, 316, 319, 375, 377, 381, 382, 385, 387, 391, 392, 393, 394, 396, 397, 401, 404, 406, 407, 408, 412, 413, 414, 417, 420, 421, 428, 429, 430], "exclud": [11, 12, 324, 368], "note": [11, 12, 13, 14, 18, 19, 28, 29, 30, 31, 39, 61, 72, 80, 82, 84, 94, 123, 147, 151, 171, 187, 198, 201, 210, 211, 212, 269, 292, 306, 319, 322, 327, 329, 330, 340, 345, 375, 379, 395, 400, 401, 403, 404, 409, 420, 425, 426], "shorthand": [11, 12, 13, 45, 46, 47, 48, 80, 90, 124, 139, 140, 149, 158, 159, 160, 183, 185, 189, 201, 305, 307, 314, 315, 377, 381, 401, 420, 428], "1j": [11, 12, 18, 58, 59, 82, 146, 175, 277, 290, 374, 397], "5620499351813308": [11, 12], "x1": [13, 15, 18, 25, 26, 44, 45, 47, 48, 54, 62, 64, 69, 70, 71, 72, 73, 76, 78, 80, 81, 82, 85, 89, 90, 98, 117, 124, 125, 126, 127, 135, 138, 139, 140, 143, 148, 150, 157, 158, 159, 160, 164, 171, 172, 175, 182, 183, 184, 185, 186, 189, 191, 193, 194, 197, 198, 199, 201, 204, 205, 264, 305, 307, 310, 311, 312, 314, 315, 321, 322, 323, 361, 377, 381, 383, 388, 401, 408, 410, 412, 414, 416, 417, 419, 420, 423, 424, 430], "x2": [13, 14, 15, 18, 19, 25, 26, 32, 45, 47, 48, 62, 64, 69, 80, 81, 90, 124, 125, 126, 127, 139, 140, 143, 148, 150, 157, 158, 159, 160, 182, 183, 184, 185, 186, 189, 191, 194, 197, 198, 201, 305, 306, 307, 311, 314, 315, 377, 381, 383, 388, 396, 401, 408, 420], "scalar": [13, 15, 26, 37, 45, 47, 48, 51, 62, 63, 79, 80, 81, 82, 84, 90, 124, 125, 126, 127, 139, 140, 143, 154, 158, 159, 160, 174, 182, 183, 185, 186, 189, 191, 194, 197, 198, 201, 273, 278, 307, 311, 315, 320, 324, 325, 326, 328, 331, 332, 333, 334, 335, 336, 337, 338, 339, 343, 346, 347, 349, 350, 352, 355, 358, 360, 364, 366, 367, 368, 369, 370, 371, 372, 377, 381, 401, 420, 428, 438], "both": [13, 15, 26, 43, 45, 47, 48, 55, 62, 80, 81, 90, 124, 125, 126, 127, 139, 140, 143, 158, 159, 160, 171, 182, 183, 185, 186, 191, 197, 198, 201, 211, 307, 311, 315, 377, 381, 401, 420], "equival": [13, 14, 16, 17, 19, 28, 29, 30, 31, 43, 61, 80, 82, 83, 94, 188, 201, 219, 259, 260, 292, 303, 314, 323, 324, 352, 376, 379, 385, 390, 395, 401, 402, 411, 420, 438], "term": [13, 80, 201, 401, 420], "broadcast": [13, 43, 49, 50, 55, 63, 80, 125, 126, 143, 171, 183, 185, 186, 188, 189, 191, 192, 197, 201, 207, 210, 211, 212, 315, 319, 320, 376, 378, 400, 401, 402, 405, 409, 420, 425], "b": [13, 15, 28, 29, 45, 48, 56, 57, 63, 70, 71, 81, 83, 84, 85, 90, 127, 139, 140, 142, 148, 159, 160, 163, 173, 174, 175, 183, 185, 189, 190, 196, 204, 205, 307, 311, 315, 325, 386, 399, 408, 409, 412, 427], "7": [13, 15, 20, 40, 53, 55, 63, 67, 71, 74, 75, 79, 80, 82, 85, 92, 120, 123, 136, 138, 150, 175, 193, 201, 205, 278, 306, 317, 318, 324, 348, 374, 377, 380, 382, 383, 401, 402, 403, 404, 408, 414, 417, 420, 421, 428], "oper": [13, 45, 46, 47, 48, 80, 84, 90, 94, 124, 139, 140, 149, 158, 159, 160, 161, 183, 184, 185, 186, 189, 201, 305, 307, 314, 315, 319, 377, 381, 401, 409, 420, 431, 442], "axi": [14, 16, 17, 18, 19, 28, 29, 30, 43, 56, 57, 67, 69, 70, 71, 79, 82, 83, 85, 94, 99, 104, 105, 109, 110, 113, 120, 121, 122, 125, 126, 136, 138, 142, 147, 171, 176, 187, 188, 190, 191, 192, 193, 196, 197, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 259, 260, 261, 262, 263, 270, 280, 281, 282, 286, 287, 288, 291, 296, 297, 298, 300, 302, 304, 312, 316, 318, 319, 320, 373, 376, 378, 379, 383, 384, 386, 395, 398, 399, 400, 402, 403, 404, 405, 409, 411, 412, 425, 427, 438], "keepdim": [14, 16, 17, 19, 28, 29, 43, 67, 82, 171, 188, 190, 192, 193, 196, 202, 203, 206, 207, 208, 209, 210, 211, 212, 259, 260, 261, 262, 280, 281, 282, 287, 298, 300, 304, 316, 318, 320, 376, 400, 402, 405, 425], "fals": [14, 15, 16, 17, 18, 19, 28, 29, 32, 33, 36, 38, 43, 45, 46, 48, 49, 50, 51, 61, 67, 68, 82, 84, 89, 90, 117, 135, 136, 139, 140, 147, 149, 150, 151, 152, 153, 159, 160, 161, 169, 171, 175, 176, 183, 184, 185, 186, 187, 188, 190, 192, 193, 194, 196, 202, 203, 206, 207, 208, 209, 210, 211, 212, 259, 260, 261, 262, 264, 280, 281, 282, 287, 298, 300, 304, 307, 310, 316, 318, 376, 379, 392, 400, 402, 424, 425, 430], "whether": [14, 15, 19, 84, 161, 176, 379], "given": [14, 19, 20, 28, 29, 31, 32, 43, 56, 61, 67, 68, 70, 71, 79, 81, 82, 83, 84, 85, 88, 89, 117, 120, 125, 126, 134, 135, 138, 143, 190, 191, 194, 196, 197, 204, 205, 206, 208, 209, 210, 211, 212, 261, 262, 264, 270, 282, 287, 288, 293, 298, 300, 304, 309, 310, 316, 318, 319, 324, 329, 351, 368, 376, 378, 382, 383, 384, 385, 386, 400, 402, 409, 412, 413, 425, 427, 429, 430, 438], "evalu": [14, 15, 19, 82, 86, 87, 90, 148, 194, 259, 260, 311, 408], "logic": [14, 19, 183, 185, 186, 431, 442], "AND": [14, 45, 46, 47, 48, 149, 183, 184, 185, 186], "reduct": [14, 19], "method": [14, 16, 17, 19, 30, 61, 82, 84, 119, 128, 130, 169, 264, 269, 292, 324, 379, 390, 402, 411, 431], "Not": [14, 19, 151, 204, 206, 208, 209, 211, 316], "number": [14, 18, 19, 20, 31, 43, 44, 49, 50, 58, 59, 67, 79, 82, 84, 94, 118, 123, 124, 136, 145, 151, 162, 169, 171, 173, 176, 177, 187, 204, 206, 208, 209, 210, 211, 212, 284, 293, 294, 295, 306, 316, 317, 324, 326, 336, 360, 377, 378, 382, 383, 384, 385, 391, 392, 400, 403, 409, 411, 421, 425, 442], "becaus": [14, 19], "x3": [14, 19], "rtol": [15, 150], "1e": [15, 95, 150, 179, 180, 182, 342], "05": [15, 150], "atol": [15, 150], "08": [15, 65, 150, 342, 393], "two": [15, 33, 40, 41, 45, 46, 47, 48, 60, 64, 69, 77, 79, 82, 84, 86, 87, 148, 149, 150, 157, 165, 170, 174, 183, 185, 186, 189, 190, 191, 196, 197, 200, 206, 208, 286, 301, 311, 324, 353, 403, 414, 415, 417, 418, 426], "within": [15, 20, 33, 82, 150, 264, 319, 324, 368], "toler": [15, 33, 150], "A": [15, 37, 49, 50, 52, 55, 56, 62, 63, 82, 84, 93, 94, 120, 121, 122, 128, 130, 133, 147, 161, 166, 173, 195, 209, 211, 264, 269, 276, 294, 308, 316, 324, 326, 343, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 373, 375, 378, 387, 392, 403, 409, 411], "boolean": [15, 45, 47, 48, 63, 84, 147, 150, 151, 152, 153, 183, 184, 185, 186, 188, 192, 207, 209, 210, 211, 212, 376, 379, 392, 400, 402, 404, 425], "dim": 15, "typeerror": [15, 43, 63, 67, 74, 77, 99, 105, 113, 424], "rais": [15, 30, 32, 34, 35, 36, 38, 49, 50, 54, 55, 61, 63, 67, 74, 77, 82, 93, 99, 105, 113, 168, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 264, 265, 294, 315, 376, 379, 395, 397, 398, 400, 402, 424, 425], "integ": [15, 31, 43, 45, 46, 47, 48, 50, 74, 77, 82, 84, 123, 124, 145, 149, 150, 158, 168, 171, 188, 190, 192, 196, 206, 207, 208, 210, 211, 212, 296, 315, 319, 324, 352, 355, 360, 376, 377, 379, 381, 382, 385, 397, 400, 402, 404, 413, 414, 417, 421, 424, 425, 438], "1e10": [15, 150], "00001e10": [15, 150], "initi": [16, 17, 82, 88, 133, 190, 196, 206, 208, 209, 211, 280, 282, 287, 300, 316, 324, 402], "alia": [16, 17, 80, 118, 213, 324, 354, 357, 359, 386, 420, 427], "z": [18, 61, 131, 194, 334], "deg": [18, 323], "point": [18, 25, 34, 35, 43, 62, 84, 93, 118, 176, 188, 192, 207, 210, 211, 212, 324, 353, 365, 375, 376, 387, 400, 402, 425, 442], "option": [18, 28, 29, 30, 37, 43, 51, 52, 55, 57, 62, 63, 79, 82, 84, 93, 120, 142, 147, 161, 169, 170, 171, 176, 188, 190, 192, 195, 196, 202, 203, 206, 207, 208, 210, 211, 212, 264, 276, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 373, 375, 376, 378, 379, 383, 384, 386, 387, 395, 398, 399, 400, 402, 404, 411, 415, 416, 418, 419, 425, 427], "counterclockwis": 18, "plane": 18, "determin": [18, 156, 163, 173, 183, 185, 186], "promot": [18, 51, 380, 409], "rule": [18, 43, 51, 63, 188, 189, 192, 207, 210, 211, 212, 376, 380, 400, 402, 412, 425], "although": [18, 84, 409], "undefin": [18, 82, 286], "arc": [18, 25, 26], "tangent": [18, 21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407], "quadrant": [18, 25, 26], "correctli": [18, 25, 26, 171, 306], "trigonometr": [18, 21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407, 442], "invers": [18, 21, 22, 23, 24, 25, 26, 27, 46, 65, 66, 93, 94, 95, 105, 106, 107, 108, 109, 110, 111, 112, 149, 178, 180, 370, 393, 394, 406, 407], "0j": [18, 82, 189, 277, 290, 391], "57079633": [18, 26, 323, 423], "78539816": [18, 25, 26, 423], "mai": [18, 51, 55, 57, 63, 82, 84, 94, 142, 165, 187, 207, 210, 212, 264, 320, 386, 399, 409, 427, 438], "vari": [18, 147, 165, 207, 210, 212], "90": [18, 73, 428], "45": [18, 26], "OR": [19, 45, 46, 47, 48, 149, 183, 184, 185, 186], "stop": [20, 136, 176, 187], "like": [20, 32, 34, 35, 36, 38, 40, 41, 42, 56, 82, 83, 88, 97, 134, 144, 177, 264, 309, 324, 368, 379, 429, 442], "usm_typ": [20, 32, 34, 35, 36, 37, 38, 74, 77, 82, 88, 89, 97, 134, 135, 136, 144, 147, 176, 187, 195, 308, 309, 310, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 365, 368, 413, 424, 429, 430], "sycl_queu": [20, 32, 34, 35, 36, 37, 38, 74, 77, 82, 88, 89, 97, 134, 135, 136, 144, 147, 176, 187, 195, 308, 309, 310, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 413, 424, 429, 430], "evenli": [20, 136, 176, 187, 382, 385], "interv": [20, 94, 176, 324, 352, 354, 356, 357, 359, 367, 368, 403], "d": [20, 43, 56, 57, 74, 75, 77, 83, 84, 97, 100, 101, 102, 106, 107, 111, 112, 114, 115, 116, 121, 122, 133, 142, 144, 163, 165, 170, 171, 173, 189, 194, 306, 315, 319, 329, 373, 379, 386, 390, 399, 404, 409, 427, 428, 438], "care": 20, "handl": [20, 84, 306, 404, 442], "endpoint": [20, 136, 176, 187], "cosin": [21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407], "sine": [21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407], "hyperbol": [21, 22, 23, 24, 25, 26, 27, 65, 66, 393, 394, 406, 407, 442], "14159265": [21, 26], "65745445": 22, "99322285": 22, "5707963267948966": 23, "72538256": 24, "99822295": 24, "180": 26, "135": 26, "54930614": 27, "search": [28, 29, 202, 203, 431, 442], "must": [28, 29, 43, 50, 52, 55, 56, 57, 62, 79, 83, 93, 94, 96, 121, 142, 161, 170, 171, 177, 188, 190, 192, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 319, 320, 375, 376, 383, 386, 387, 399, 400, 402, 403, 405, 411, 425, 427], "index": [28, 29, 30, 54, 82, 84, 147, 194, 202, 203, 265, 299, 319, 320, 373, 379, 404, 405, 431, 442], "should": [28, 29, 82, 137, 150, 188, 190, 196, 200, 202, 203, 206, 208, 264, 341, 376, 379, 388, 438], "reduc": [28, 29, 43, 172, 175, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 376, 400, 402, 425], "ax": [28, 29, 43, 79, 81, 82, 94, 100, 102, 103, 106, 107, 108, 111, 112, 114, 116, 120, 148, 171, 174, 188, 189, 190, 192, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 294, 301, 303, 376, 383, 384, 398, 400, 402, 403, 408, 409, 411, 425], "dimens": [28, 29, 32, 40, 41, 42, 43, 56, 57, 63, 68, 75, 79, 82, 84, 94, 121, 122, 142, 147, 167, 171, 188, 190, 192, 195, 196, 200, 202, 203, 206, 207, 208, 210, 211, 212, 276, 284, 294, 308, 320, 324, 354, 356, 357, 359, 376, 379, 390, 398, 399, 400, 402, 403, 405, 409, 414, 415, 416, 417, 418, 419, 425, 438, 442], "singleton": [28, 29, 43, 94, 188, 190, 192, 196, 202, 203, 206, 207, 208, 210, 211, 212, 376, 398, 400, 402, 425], "accordingli": [28, 29, 190, 196, 202, 203, 206, 208], "first": [28, 29, 30, 43, 56, 57, 62, 84, 93, 120, 155, 156, 170, 190, 196, 202, 203, 315, 373, 379, 383, 386, 395, 397, 403, 405, 427], "occurr": [28, 29, 44, 202, 203], "non": [28, 29, 37, 43, 44, 67, 82, 147, 151, 165, 190, 195, 196, 202, 203, 206, 208, 210, 212, 285, 306, 308, 315, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 396], "igonr": [28, 29, 202, 203], "convert": [28, 29, 34, 35, 36, 37, 38, 40, 41, 42, 72, 73, 84, 322, 323, 423], "flat": [28, 29, 82, 119, 276, 378], "tupl": [28, 29, 43, 50, 75, 82, 84, 94, 120, 147, 171, 188, 190, 192, 195, 196, 206, 207, 208, 210, 211, 212, 294, 306, 308, 376, 379, 383, 390, 398, 400, 402, 409, 411, 415, 418, 425, 438], "appli": [28, 29, 30, 43, 51, 183, 185, 186, 380], "index_arrai": [28, 29, 30], "call": [28, 29, 30, 36, 38, 84, 170, 219, 398, 409, 428], "multipl": [28, 29, 30, 43, 57, 84, 142, 165, 166, 188, 190, 192, 196, 206, 207, 208, 210, 211, 212, 376, 386, 395, 399, 400, 402, 425, 427, 431], "12": [28, 29, 42, 75, 84, 146, 187, 316, 318, 348, 414, 417], "13": [28, 29, 46, 75, 84, 149, 189, 205], "14": [28, 29, 45, 46, 75, 81, 149, 408], "24": [28, 29, 70, 85, 316], "re": [28, 29, 44, 141, 383, 422], "kind": [30, 51, 57, 63, 82, 84, 118, 142, 188, 211, 263, 264, 286, 296, 312, 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343, 346, 347, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 374, 375, 378, 387, 395, 398, 400, 402, 409, 425, 442], "axiserror": [30, 395], "notimplementederror": [30, 49, 50, 55, 82, 190, 192, 196, 206, 207, 208, 210, 211, 212, 264, 395, 400, 402, 425], "indirect": [30, 395], "partial": [30, 395], "ind": [30, 415, 418], "decim": [31, 82, 118, 293, 382, 385], "detail": [31, 128, 385, 415, 416, 418, 419, 438], "nearest": [31, 123, 124, 377, 382, 385, 421], "truncat": [31, 53, 123, 362, 382, 385, 421], "ndmin": 32, "object": [32, 35, 36, 37, 38, 61, 82, 84, 94, 118, 119, 128, 132, 145, 147, 165, 171, 177, 195, 292, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 379, 438], "satisfi": [32, 36, 38, 82, 96, 264], "valueerror": [32, 34, 35, 36, 38, 61, 202, 203, 379, 398], "new": [32, 49, 50, 56, 57, 82, 83, 84, 88, 89, 94, 128, 132, 133, 134, 135, 142, 144, 200, 209, 264, 292, 303, 309, 310, 316, 379, 383, 384, 386, 399, 409, 411, 427, 429, 430, 438], "uniniti": [32, 89, 134, 309, 429], "than": [32, 82, 118, 121, 122, 142, 169, 286, 391, 392, 398, 399], "a1": 33, "a2": 33, "equal_nan": [33, 150], "consist": [33, 405], "contigu": [34, 35, 36, 38, 82, 276, 289, 373, 379], "check": [34, 35, 51, 161, 174], "construct": [34, 35, 54, 74, 77, 82, 84, 130, 131, 195, 265, 308, 378, 409, 431], "grid": [34, 35, 147, 194, 195, 308], "No": [35, 161], "perform": [35, 55, 79, 120, 161], "match": [35, 57, 63, 79, 84, 319, 320, 399, 404, 405], "pass": [35, 82, 84, 292], "through": [35, 84, 438], "subclass": [35, 156], "content": [36, 82, 361], "flag": [36, 38, 82, 84, 269], "about": [36, 38, 82, 118, 274, 438], "layout": [36, 38, 52, 55, 62, 82, 93, 274, 375, 379, 387, 431], "f_contigu": [36, 38], "make": [36, 38, 56, 84, 194], "now": [36, 38, 75], "c_contigu": [36, 38, 82, 269], "Then": [36, 38], "array_lik": [37, 43, 63, 166, 168, 169, 170, 171, 320, 324, 390, 416, 419], "form": [37, 56, 83, 386, 427], "repres": [37, 43, 82, 84, 128, 147, 173, 212, 294, 324, 438], "usm": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 365, 368, 398], "__sycl_usm_array_interface__": 37, "protocol": [37, 84, 128], "buffer": [37, 82, 129, 379], "possibli": 37, "nest": [37, 83, 142, 386, 399, 427], "sequenc": [37, 40, 41, 42, 56, 57, 60, 64, 83, 142, 147, 168, 170, 200, 348, 361, 380, 386, 399, 427], "str": [37, 57, 84, 142, 386, 399, 427], "code": [37, 84], "coerc": 37, "string": [37, 84, 133, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 438], "sycldevic": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368], "syclqueu": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368], "concept": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368, 438], "oneapi": [37, 147, 195, 308, 324, 346, 351, 352, 353, 354, 355, 356, 357, 359, 360, 365, 368], "filter": 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171, 176, 188, 189, 190, 192, 194, 196, 204, 206, 207, 208, 209, 210, 211, 212, 316, 324, 351, 356, 367, 368, 376, 400, 402, 425, 442], "entir": [43, 188, 190, 192, 196, 206, 207, 208, 210, 211, 212, 376, 400, 402, 425], "associ": [43, 438], "contribut": 43, "accord": [43, 51, 84, 118, 165, 166, 188, 192, 207, 210, 211, 212, 376, 400, 402, 425], "length": [43, 79, 82, 90, 142, 294, 327, 379, 380, 386, 390, 398, 409, 427], "assum": [43, 169], "avg": 43, "constraint": 43, "sum_of_weight": 43, "taken": [43, 79, 210, 212, 400, 415, 418, 425], "so": [43, 84, 90, 178, 188, 192, 207, 210, 211, 212, 362, 376, 396, 400, 402, 409, 425], "remain": [43, 188, 192, 200, 207, 210, 211, 212, 376, 379, 400, 402, 425], "when": [43, 61, 63, 82, 84, 171, 187, 206, 208, 264, 384, 404, 413, 428], "second": [43, 62, 84, 93, 142, 156, 190, 196, 315, 397, 403], "pattern": 43, "lowest": [43, 86, 87, 324, 352], "precis": [43, 84, 118], "capabl": 43, "happen": [43, 82, 264, 326], "previou": 43, "still": 43, 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"equiv": [51, 57, 63, 82, 142, 264, 386, 399, 427], "same_kind": [51, 57, 63, 82, 142, 189, 264, 386, 399, 427], "unsaf": [51, 57, 63, 82, 142, 264, 386, 399, 427], "what": [51, 57, 63, 82, 84, 90, 142, 264, 326, 343, 386, 399, 427], "basic": [51, 438, 442], "i8": [51, 84], "f8": [51, 84], "f4": 51, "doe": 51, "1000": [51, 136, 187, 325, 326, 331, 333, 335, 336, 337, 338, 339, 346, 347, 350, 352, 354, 357, 359, 365, 369, 370, 371, 372], "i4": [51, 84], "u4": 51, "cube": [52, 396], "popul": [52, 62, 82, 93, 324, 351, 375, 387], "correct": [52, 57, 62, 93, 174, 375, 387, 399], "newli": [52, 55, 62, 82, 93, 264, 375, 387], "27": [52, 187, 315, 387, 424], "mode": [54, 60, 64, 82, 172, 265, 288, 302, 319, 362, 367, 404], "prefer": [54, 61, 82, 269], "a_min": 55, "a_max": 55, "edg": 55, "right": [55, 121, 122, 143, 158, 164, 165, 367, 376, 381, 388], "hold": [55, 171, 209, 316], "Its": [55, 320], "those": [55, 320], "tup": [56, 83, 142, 386, 427], "them": [56, 438], "just": [56, 84], "turn": 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"modifi": [61, 361], "dst": 63, "src": 63, "violat": 63, "wherev": 63, "valid": [64, 94, 403, 415, 416, 418, 419], "000000e": [65, 393], "00": [65, 393], "371139e": 65, "5091786": 66, "591953": 66, "coordin": [67, 131, 194], "19": [67, 84], "m": [68, 83, 84, 97, 120, 121, 122, 161, 163, 165, 166, 169, 173, 174, 320, 405, 413, 415, 418], "rowvar": 68, "bia": 68, "ddof": [68, 82, 210, 212, 298, 304, 400, 425], "fweight": 68, "aweight": 68, "estim": [68, 326, 343], "covari": 68, "matrix": [68, 161, 162, 165, 166, 168, 169, 171, 172, 173, 174, 189, 397, 417, 424, 431, 442], "variabl": 68, "axisa": 69, "axisb": 69, "axisc": 69, "vector": [69, 162, 169, 170, 171, 189, 194, 426, 442], "cumul": [70, 71, 79, 82, 204, 205, 270, 402], "120": [70, 73], "720": 70, "th": [71, 79, 85, 138, 193, 411, 414, 417], "21": [71, 84], "remov": [72, 82, 94, 297, 322, 398, 442], "larg": [72, 84, 322], "jump": [72, 322], "wrap": [72, 82, 117, 288, 302, 319, 322, 404], "rad": 73, "30": [73, 320, 323, 405], "60": [73, 320, 405, 428], "150": 73, "upper": [74, 161, 172, 413, 417, 418], "triangl": [74, 143, 376, 413, 414, 415, 416, 417, 418, 419], "lower": [74, 155, 161, 413, 414, 415, 416, 419], "access": [75, 76, 117, 438], "main": [75, 76, 117, 144, 166], "usual": [75, 84, 189], "di": 75, "100": [75, 136, 187, 336, 362], "d3": 75, "offset": [78, 82, 84, 271, 410, 415, 416, 418, 419], "axis1": [78, 82, 271, 301, 403, 410], "axis2": [78, 82, 271, 301, 403, 410], "prepend": [79, 94, 409], "differenc": 79, "prior": 79, "expand": [79, 94], "direct": [79, 121, 122], "smaller": [79, 82, 118, 124, 286, 377], "consecut": [79, 85], "quotient": [80, 198, 377, 420], "dp": [80, 81, 82, 163, 165, 173, 174, 303, 315, 379, 380, 390, 401, 411, 420, 428], "arbitrari": [81, 84, 189, 380], "stride": [82, 264], "wrapper": 82, "compliant": 82, "__getitem__": [82, 84, 119], "self": [82, 84, 119, 215, 216, 217, 220, 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, 249, 250, 251, 252, 253, 254, 256, 257, 258, 275, 324], "__setitem__": [82, 119], "val": [82, 117, 119, 146, 254, 288, 313, 319, 374], "__len__": [82, 84], "len": [82, 84, 147, 195, 241, 390], "asnumpi": 82, "style": [82, 264, 276, 373], "keep": [82, 264], "close": [82, 94, 176, 264, 324, 352], "itself": [82, 84, 264, 438], "backward": [82, 264, 383, 384], "convers": [82, 264, 431], "By": [82, 190, 192, 196, 206, 207, 208, 210, 212, 264, 373, 378, 383, 400, 415, 418, 425], "instead": [82, 94, 123, 136, 147, 176, 187, 264, 306], "arr_t": [82, 264], "unless": [82, 171, 209, 264, 316], "condit": [82, 96, 162, 264, 313, 319, 321, 389, 428], "behavior": [82, 269, 409], "assign": [82, 273], "collaps": [82, 276], "get_arrai": 82, "get": [82, 299, 405, 438], "id": [82, 278], "standard": [82, 118, 124, 127, 192, 198, 207, 210, 212, 255, 278, 298, 324, 339, 346, 353, 362, 363, 364, 365, 366, 377, 400, 425, 438, 442], "random": [82, 120, 121, 122, 175, 278, 399, 431, 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dpnp)": [[120, "dpnp.flip"]], "fliplr() (in module dpnp)": [[121, "dpnp.fliplr"]], "flipud() (in module dpnp)": [[122, "dpnp.flipud"]], "floor() (in module dpnp)": [[123, "dpnp.floor"]], "floor_divide() (in module dpnp)": [[124, "dpnp.floor_divide"]], "fmax() (in module dpnp)": [[125, "dpnp.fmax"]], "fmin() (in module dpnp)": [[126, "dpnp.fmin"]], "fmod() (in module dpnp)": [[127, "dpnp.fmod"]], "from_dlpack() (in module dpnp)": [[128, "dpnp.from_dlpack"]], "frombuffer() (in module dpnp)": [[129, "dpnp.frombuffer"]], "fromfile() (in module dpnp)": [[130, "dpnp.fromfile"]], "fromfunction() (in module dpnp)": [[131, "dpnp.fromfunction"]], "fromiter() (in module dpnp)": [[132, "dpnp.fromiter"]], "fromstring() (in module dpnp)": [[133, "dpnp.fromstring"]], "full() (in module dpnp)": [[134, "dpnp.full"]], "full_like() (in module dpnp)": [[135, "dpnp.full_like"]], "geomspace() (in module dpnp)": [[136, "dpnp.geomspace"]], "get_include() (in module dpnp)": [[137, "dpnp.get_include"]], "gradient() (in module dpnp)": [[138, "dpnp.gradient"]], "greater() (in module dpnp)": [[139, "dpnp.greater"]], "greater_equal() (in module dpnp)": [[140, "dpnp.greater_equal"]], "histogram() (in module dpnp)": [[141, "dpnp.histogram"]], "hstack() (in module dpnp)": [[142, "dpnp.hstack"]], "hypot() (in module dpnp)": [[143, "dpnp.hypot"]], "identity() (in module dpnp)": [[144, "dpnp.identity"]], "iinfo() (in module dpnp)": [[145, "dpnp.iinfo"]], "imag() (in module dpnp)": [[146, "dpnp.imag"]], "indices() (in module dpnp)": [[147, "dpnp.indices"]], "inner() (in module dpnp)": [[148, "dpnp.inner"]], "invert() (in module dpnp)": [[149, "dpnp.invert"]], "isclose() (in module dpnp)": [[150, "dpnp.isclose"]], "isfinite() (in module dpnp)": [[151, "dpnp.isfinite"]], "isinf() (in module dpnp)": [[152, "dpnp.isinf"]], "isnan() (in module dpnp)": [[153, "dpnp.isnan"]], "isscalar() (in module dpnp)": [[154, "dpnp.isscalar"]], "issubdtype() (in module dpnp)": [[155, "dpnp.issubdtype"]], "issubsctype() (in module dpnp)": [[156, "dpnp.issubsctype"]], "kron() (in module dpnp)": [[157, "dpnp.kron"]], "left_shift() (in module dpnp)": [[158, "dpnp.left_shift"]], "less() (in module dpnp)": [[159, "dpnp.less"]], "less_equal() (in module dpnp)": [[160, "dpnp.less_equal"]], "cholesky() (in module dpnp.linalg)": [[161, "dpnp.linalg.cholesky"]], "cond() (in module dpnp.linalg)": [[162, "dpnp.linalg.cond"]], "det() (in module dpnp.linalg)": [[163, "dpnp.linalg.det"]], "eig() (in module dpnp.linalg)": [[164, "dpnp.linalg.eig"]], "eigh() (in module dpnp.linalg)": [[165, "dpnp.linalg.eigh"]], "eigvals() (in module dpnp.linalg)": [[166, "dpnp.linalg.eigvals"]], "inv() (in module dpnp.linalg)": [[167, "dpnp.linalg.inv"]], "matrix_power() (in module dpnp.linalg)": [[168, "dpnp.linalg.matrix_power"]], "matrix_rank() (in module dpnp.linalg)": [[169, "dpnp.linalg.matrix_rank"]], "multi_dot() (in module dpnp.linalg)": [[170, "dpnp.linalg.multi_dot"]], "norm() (in module dpnp.linalg)": [[171, "dpnp.linalg.norm"]], "qr() (in module dpnp.linalg)": [[172, "dpnp.linalg.qr"]], "slogdet() (in module dpnp.linalg)": [[173, "dpnp.linalg.slogdet"]], "solve() (in module dpnp.linalg)": [[174, "dpnp.linalg.solve"]], "svd() (in module dpnp.linalg)": [[175, "dpnp.linalg.svd"]], "linspace() (in module dpnp)": [[176, "dpnp.linspace"]], "loadtxt() (in module dpnp)": [[177, "dpnp.loadtxt"]], "log() (in module dpnp)": [[178, "dpnp.log"]], "log10() (in module dpnp)": [[179, "dpnp.log10"]], "log1p() (in module dpnp)": [[180, "dpnp.log1p"]], "log2() (in module dpnp)": [[181, "dpnp.log2"]], "logaddexp() (in module dpnp)": [[182, "dpnp.logaddexp"]], "logical_and() (in module dpnp)": [[183, "dpnp.logical_and"]], "logical_not() (in module dpnp)": [[184, "dpnp.logical_not"]], "logical_or() (in module dpnp)": [[185, "dpnp.logical_or"]], "logical_xor() (in module dpnp)": [[186, "dpnp.logical_xor"]], "logspace() (in module dpnp)": [[187, "dpnp.logspace"]], "logsumexp() (in module dpnp)": [[188, "dpnp.logsumexp"]], "matmul() (in module dpnp)": [[189, "dpnp.matmul"]], "max() (in module dpnp)": [[190, "dpnp.max"]], "maximum() (in module dpnp)": [[191, "dpnp.maximum"]], "mean() (in module dpnp)": [[192, "dpnp.mean"]], "median() (in module dpnp)": [[193, "dpnp.median"]], "meshgrid() (in module dpnp)": [[194, "dpnp.meshgrid"]], "mgrid (in module dpnp)": [[195, "dpnp.mgrid"]], "min() (in module dpnp)": [[196, "dpnp.min"]], "minimum() (in module dpnp)": [[197, "dpnp.minimum"]], "mod() (in module dpnp)": [[198, "dpnp.mod"]], "modf() (in module dpnp)": [[199, "dpnp.modf"]], "moveaxis() (in module dpnp)": [[200, "dpnp.moveaxis"]], "multiply() (in module dpnp)": [[201, "dpnp.multiply"]], "nanargmax() (in module dpnp)": [[202, "dpnp.nanargmax"]], "nanargmin() (in module dpnp)": [[203, "dpnp.nanargmin"]], "nancumprod() (in module dpnp)": [[204, "dpnp.nancumprod"]], "nancumsum() (in module dpnp)": [[205, "dpnp.nancumsum"]], "nanmax() (in module dpnp)": [[206, "dpnp.nanmax"]], "nanmean() (in module dpnp)": [[207, "dpnp.nanmean"]], "nanmin() (in module dpnp)": [[208, "dpnp.nanmin"]], "nanprod() (in module dpnp)": [[209, "dpnp.nanprod"]], "nanstd() (in module dpnp)": [[210, "dpnp.nanstd"]], "nansum() (in module dpnp)": [[211, "dpnp.nansum"]], "nanvar() (in module dpnp)": [[212, "dpnp.nanvar"]], "ndarray (in module dpnp)": [[213, "dpnp.ndarray"]], "t (dpnp.ndarray property)": [[214, "dpnp.ndarray.T"]], "__abs__() (dpnp.ndarray method)": [[215, "dpnp.ndarray.__abs__"]], "__add__() (dpnp.ndarray method)": [[216, "dpnp.ndarray.__add__"]], "__and__() (dpnp.ndarray method)": [[217, "dpnp.ndarray.__and__"]], "__complex__() (dpnp.ndarray method)": [[218, "dpnp.ndarray.__complex__"]], "__copy__() (dpnp.ndarray method)": [[219, "dpnp.ndarray.__copy__"]], "__eq__() (dpnp.ndarray method)": [[220, "dpnp.ndarray.__eq__"]], "__float__() (dpnp.ndarray method)": [[221, "dpnp.ndarray.__float__"]], "__floordiv__() (dpnp.ndarray method)": [[222, "dpnp.ndarray.__floordiv__"]], "__ge__() (dpnp.ndarray method)": [[223, "dpnp.ndarray.__ge__"]], "__getitem__() (dpnp.ndarray method)": [[224, "dpnp.ndarray.__getitem__"]], "__gt__() (dpnp.ndarray method)": [[225, "dpnp.ndarray.__gt__"]], "__iadd__() (dpnp.ndarray method)": [[226, "dpnp.ndarray.__iadd__"]], "__iand__() (dpnp.ndarray method)": [[227, "dpnp.ndarray.__iand__"]], "__ifloordiv__() (dpnp.ndarray method)": [[228, "dpnp.ndarray.__ifloordiv__"]], "__ilshift__() (dpnp.ndarray method)": [[229, "dpnp.ndarray.__ilshift__"]], "__imod__() (dpnp.ndarray method)": [[230, "dpnp.ndarray.__imod__"]], "__imul__() (dpnp.ndarray method)": [[231, "dpnp.ndarray.__imul__"]], "__int__() (dpnp.ndarray method)": [[232, "dpnp.ndarray.__int__"]], "__invert__() (dpnp.ndarray method)": [[233, "dpnp.ndarray.__invert__"]], "__ior__() (dpnp.ndarray method)": [[234, "dpnp.ndarray.__ior__"]], "__ipow__() (dpnp.ndarray method)": [[235, "dpnp.ndarray.__ipow__"]], "__irshift__() (dpnp.ndarray method)": [[236, "dpnp.ndarray.__irshift__"]], "__isub__() (dpnp.ndarray method)": [[237, "dpnp.ndarray.__isub__"]], "__itruediv__() (dpnp.ndarray method)": [[238, "dpnp.ndarray.__itruediv__"]], "__ixor__() (dpnp.ndarray method)": [[239, "dpnp.ndarray.__ixor__"]], "__le__() (dpnp.ndarray method)": [[240, "dpnp.ndarray.__le__"]], "__len__() (dpnp.ndarray method)": [[241, "dpnp.ndarray.__len__"]], "__lshift__() (dpnp.ndarray method)": [[242, "dpnp.ndarray.__lshift__"]], "__lt__() (dpnp.ndarray method)": [[243, "dpnp.ndarray.__lt__"]], "__mod__() (dpnp.ndarray method)": [[244, "dpnp.ndarray.__mod__"]], "__mul__() (dpnp.ndarray method)": [[245, "dpnp.ndarray.__mul__"]], "__ne__() (dpnp.ndarray method)": [[246, "dpnp.ndarray.__ne__"]], "__neg__() (dpnp.ndarray method)": [[247, "dpnp.ndarray.__neg__"]], "__new__() (dpnp.ndarray method)": [[248, "dpnp.ndarray.__new__"]], "__or__() (dpnp.ndarray method)": [[249, "dpnp.ndarray.__or__"]], "__pos__() (dpnp.ndarray method)": [[250, "dpnp.ndarray.__pos__"]], "__pow__() (dpnp.ndarray method)": [[251, "dpnp.ndarray.__pow__"]], "__repr__() (dpnp.ndarray method)": [[252, "dpnp.ndarray.__repr__"]], "__rshift__() (dpnp.ndarray method)": [[253, "dpnp.ndarray.__rshift__"]], "__setitem__() (dpnp.ndarray method)": [[254, "dpnp.ndarray.__setitem__"]], "__str__() (dpnp.ndarray method)": [[255, "dpnp.ndarray.__str__"]], "__sub__() (dpnp.ndarray method)": [[256, "dpnp.ndarray.__sub__"]], "__truediv__() (dpnp.ndarray method)": [[257, "dpnp.ndarray.__truediv__"]], "__xor__() (dpnp.ndarray method)": [[258, "dpnp.ndarray.__xor__"]], "all() (dpnp.ndarray method)": [[259, "dpnp.ndarray.all"]], "any() (dpnp.ndarray method)": [[260, "dpnp.ndarray.any"]], "argmax() (dpnp.ndarray method)": [[261, "dpnp.ndarray.argmax"]], "argmin() (dpnp.ndarray method)": [[262, "dpnp.ndarray.argmin"]], "argsort() (dpnp.ndarray method)": [[263, "dpnp.ndarray.argsort"]], "astype() (dpnp.ndarray method)": [[264, "dpnp.ndarray.astype"]], "choose() (dpnp.ndarray method)": [[265, "dpnp.ndarray.choose"]], "clip() (dpnp.ndarray method)": [[266, "dpnp.ndarray.clip"]], "conj() (dpnp.ndarray method)": [[267, "dpnp.ndarray.conj"]], "conjugate() (dpnp.ndarray method)": [[268, "dpnp.ndarray.conjugate"]], "copy() (dpnp.ndarray method)": [[269, "dpnp.ndarray.copy"]], "cumsum() (dpnp.ndarray method)": [[270, "dpnp.ndarray.cumsum"]], "diagonal() (dpnp.ndarray method)": [[271, "dpnp.ndarray.diagonal"]], "dtype (dpnp.ndarray property)": [[272, "dpnp.ndarray.dtype"]], "fill() (dpnp.ndarray method)": [[273, "dpnp.ndarray.fill"]], "flags (dpnp.ndarray property)": [[274, "dpnp.ndarray.flags"]], "flat (dpnp.ndarray property)": [[275, "dpnp.ndarray.flat"]], "flatten() (dpnp.ndarray method)": [[276, "dpnp.ndarray.flatten"]], "imag (dpnp.ndarray property)": [[277, "dpnp.ndarray.imag"]], "item() (dpnp.ndarray method)": [[278, "dpnp.ndarray.item"]], "itemsize (dpnp.ndarray property)": [[279, "dpnp.ndarray.itemsize"]], "max() (dpnp.ndarray method)": [[280, "dpnp.ndarray.max"]], "mean() (dpnp.ndarray method)": [[281, "dpnp.ndarray.mean"]], "min() (dpnp.ndarray method)": [[282, "dpnp.ndarray.min"]], "nbytes (dpnp.ndarray property)": [[283, "dpnp.ndarray.nbytes"]], "ndim (dpnp.ndarray property)": [[284, "dpnp.ndarray.ndim"]], "nonzero() (dpnp.ndarray method)": [[285, "dpnp.ndarray.nonzero"]], "partition() (dpnp.ndarray method)": [[286, "dpnp.ndarray.partition"]], "prod() (dpnp.ndarray method)": [[287, "dpnp.ndarray.prod"]], "put() (dpnp.ndarray method)": [[288, "dpnp.ndarray.put"]], "ravel() (dpnp.ndarray method)": [[289, "dpnp.ndarray.ravel"]], "real (dpnp.ndarray property)": [[290, "dpnp.ndarray.real"]], "repeat() (dpnp.ndarray method)": [[291, "dpnp.ndarray.repeat"]], "reshape() (dpnp.ndarray method)": [[292, "dpnp.ndarray.reshape"]], "round() (dpnp.ndarray method)": [[293, "dpnp.ndarray.round"]], "shape (dpnp.ndarray property)": [[294, "dpnp.ndarray.shape"]], "size (dpnp.ndarray property)": [[295, "dpnp.ndarray.size"]], "sort() (dpnp.ndarray method)": [[296, "dpnp.ndarray.sort"]], "squeeze() (dpnp.ndarray method)": [[297, "dpnp.ndarray.squeeze"]], "std() (dpnp.ndarray method)": [[298, "dpnp.ndarray.std"]], "strides (dpnp.ndarray property)": [[299, "dpnp.ndarray.strides"]], "sum() (dpnp.ndarray method)": [[300, "dpnp.ndarray.sum"]], "swapaxes() (dpnp.ndarray method)": [[301, "dpnp.ndarray.swapaxes"]], "take() (dpnp.ndarray method)": [[302, "dpnp.ndarray.take"]], "transpose() (dpnp.ndarray method)": [[303, "dpnp.ndarray.transpose"]], "var() (dpnp.ndarray method)": [[304, "dpnp.ndarray.var"]], "negative() (in module dpnp)": [[305, "dpnp.negative"]], "nonzero() (in module dpnp)": [[306, "dpnp.nonzero"]], "not_equal() (in module dpnp)": [[307, "dpnp.not_equal"]], "ogrid (in module dpnp)": [[308, "dpnp.ogrid"]], "ones() (in module dpnp)": [[309, "dpnp.ones"]], "ones_like() (in module dpnp)": [[310, "dpnp.ones_like"]], "outer() (in module dpnp)": [[311, "dpnp.outer"]], "partition() (in module dpnp)": [[312, "dpnp.partition"]], "place() (in module dpnp)": [[313, "dpnp.place"]], "positive() (in module dpnp)": [[314, "dpnp.positive"]], "power() (in module dpnp)": [[315, "dpnp.power"]], "prod() (in module dpnp)": [[316, "dpnp.prod"]], "proj() (in module dpnp)": [[317, "dpnp.proj"]], "ptp() (in module dpnp)": [[318, "dpnp.ptp"]], "put() (in module dpnp)": [[319, "dpnp.put"]], "put_along_axis() (in module dpnp)": [[320, "dpnp.put_along_axis"]], "putmask() (in module dpnp)": [[321, "dpnp.putmask"]], "rad2deg() (in module dpnp)": [[322, "dpnp.rad2deg"]], "radians() (in module dpnp)": [[323, "dpnp.radians"]], "randomstate (class in dpnp.random)": [[324, "dpnp.random.RandomState"]], "__eq__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__eq__"]], "__ge__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__ge__"]], "__gt__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__gt__"]], "__le__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__le__"]], "__lt__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__lt__"]], "__ne__() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.__ne__"]], "get_state() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.get_state"]], "get_sycl_device() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.get_sycl_device"]], "get_sycl_queue() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.get_sycl_queue"]], "normal() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.normal"]], "rand() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.rand"]], "randint() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.randint"]], "randn() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.randn"]], "random_sample() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.random_sample"]], "standard_normal() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.standard_normal"]], "uniform() (dpnp.random.randomstate method)": [[324, "dpnp.random.RandomState.uniform"]], "beta() (in module dpnp.random)": [[325, "dpnp.random.beta"]], "binomial() (in module dpnp.random)": [[326, "dpnp.random.binomial"]], "bytes() (in module dpnp.random)": [[327, "dpnp.random.bytes"]], "chisquare() (in module dpnp.random)": [[328, "dpnp.random.chisquare"]], "choice() (in module dpnp.random)": [[329, "dpnp.random.choice"]], "dirichlet() (in module dpnp.random)": [[330, "dpnp.random.dirichlet"]], "exponential() (in module dpnp.random)": [[331, "dpnp.random.exponential"]], "f() (in module dpnp.random)": [[332, "dpnp.random.f"]], "gamma() (in module dpnp.random)": [[333, "dpnp.random.gamma"]], "geometric() (in module dpnp.random)": [[334, "dpnp.random.geometric"]], "gumbel() (in module dpnp.random)": [[335, "dpnp.random.gumbel"]], "hypergeometric() (in module dpnp.random)": [[336, "dpnp.random.hypergeometric"]], "laplace() (in module dpnp.random)": [[337, "dpnp.random.laplace"]], "logistic() (in module dpnp.random)": [[338, "dpnp.random.logistic"]], "lognormal() (in module dpnp.random)": [[339, "dpnp.random.lognormal"]], "logseries() (in module dpnp.random)": [[340, "dpnp.random.logseries"]], "multinomial() (in module dpnp.random)": [[341, "dpnp.random.multinomial"]], "multivariate_normal() (in module dpnp.random)": [[342, "dpnp.random.multivariate_normal"]], "negative_binomial() (in module dpnp.random)": [[343, "dpnp.random.negative_binomial"]], "noncentral_chisquare() (in module dpnp.random)": [[344, "dpnp.random.noncentral_chisquare"]], "noncentral_f() (in module dpnp.random)": [[345, "dpnp.random.noncentral_f"]], "normal() (in module dpnp.random)": [[346, "dpnp.random.normal"]], "pareto() (in module dpnp.random)": [[347, "dpnp.random.pareto"]], "permutation() (in module dpnp.random)": [[348, "dpnp.random.permutation"]], "poisson() (in module dpnp.random)": [[349, "dpnp.random.poisson"]], "power() (in module dpnp.random)": [[350, "dpnp.random.power"]], "rand() (in module dpnp.random)": [[351, "dpnp.random.rand"]], "randint() (in module dpnp.random)": [[352, "dpnp.random.randint"]], "randn() (in module dpnp.random)": [[353, "dpnp.random.randn"]], "random() (in module dpnp.random)": [[354, "dpnp.random.random"]], "random_integers() (in module dpnp.random)": [[355, "dpnp.random.random_integers"]], "random_sample() (in module dpnp.random)": [[356, "dpnp.random.random_sample"]], "ranf() (in module dpnp.random)": [[357, "dpnp.random.ranf"]], "rayleigh() (in module dpnp.random)": [[358, "dpnp.random.rayleigh"]], "sample() (in module dpnp.random)": [[359, "dpnp.random.sample"]], "seed() (in module dpnp.random)": [[360, "dpnp.random.seed"]], "shuffle() (in module dpnp.random)": [[361, "dpnp.random.shuffle"]], "standard_cauchy() (in module dpnp.random)": [[362, "dpnp.random.standard_cauchy"]], "standard_exponential() (in module dpnp.random)": [[363, "dpnp.random.standard_exponential"]], "standard_gamma() (in module dpnp.random)": [[364, "dpnp.random.standard_gamma"]], "standard_normal() (in module dpnp.random)": [[365, "dpnp.random.standard_normal"]], "standard_t() (in module dpnp.random)": [[366, "dpnp.random.standard_t"]], "triangular() (in module dpnp.random)": [[367, "dpnp.random.triangular"]], "uniform() (in module dpnp.random)": [[368, "dpnp.random.uniform"]], "vonmises() (in module dpnp.random)": [[369, "dpnp.random.vonmises"]], "wald() (in module dpnp.random)": [[370, "dpnp.random.wald"]], "weibull() (in module dpnp.random)": [[371, "dpnp.random.weibull"]], "zipf() (in module dpnp.random)": [[372, "dpnp.random.zipf"]], "ravel() (in module dpnp)": [[373, "dpnp.ravel"]], "real() (in module dpnp)": [[374, "dpnp.real"]], "reciprocal() (in module dpnp)": [[375, "dpnp.reciprocal"]], "reduce_hypot() (in module dpnp)": [[376, "dpnp.reduce_hypot"]], "remainder() (in module dpnp)": [[377, "dpnp.remainder"]], "repeat() (in module dpnp)": [[378, "dpnp.repeat"]], "reshape() (in module dpnp)": [[379, "dpnp.reshape"]], "result_type() (in module dpnp)": [[380, "dpnp.result_type"]], "right_shift() (in module dpnp)": [[381, "dpnp.right_shift"]], "rint() (in module dpnp)": [[382, "dpnp.rint"]], "roll() (in module dpnp)": [[383, "dpnp.roll"]], "rollaxis() (in module dpnp)": [[384, "dpnp.rollaxis"]], "round() (in module dpnp)": [[385, "dpnp.round"]], "row_stack() (in module dpnp)": [[386, "dpnp.row_stack"]], "rsqrt() (in module dpnp)": [[387, "dpnp.rsqrt"]], "searchsorted() (in module dpnp)": [[388, "dpnp.searchsorted"]], "select() (in module dpnp)": [[389, "dpnp.select"]], "shape() (in module dpnp)": [[390, "dpnp.shape"]], "sign() (in module dpnp)": [[391, "dpnp.sign"]], "signbit() (in module dpnp)": [[392, "dpnp.signbit"]], "sin() (in module dpnp)": [[393, "dpnp.sin"]], "sinh() (in module dpnp)": [[394, "dpnp.sinh"]], "sort() (in module dpnp)": [[395, "dpnp.sort"]], "sqrt() (in module dpnp)": [[396, "dpnp.sqrt"]], "square() (in module dpnp)": [[397, "dpnp.square"]], "squeeze() (in module dpnp)": [[398, "dpnp.squeeze"]], "stack() (in module dpnp)": [[399, "dpnp.stack"]], "std() (in module dpnp)": [[400, "dpnp.std"]], "subtract() (in module dpnp)": [[401, "dpnp.subtract"]], "sum() (in module dpnp)": [[402, "dpnp.sum"]], "swapaxes() (in module dpnp)": [[403, "dpnp.swapaxes"]], "take() (in module dpnp)": [[404, "dpnp.take"]], "take_along_axis() (in module dpnp)": [[405, "dpnp.take_along_axis"]], "tan() (in module dpnp)": [[406, "dpnp.tan"]], "tanh() (in module dpnp)": [[407, "dpnp.tanh"]], "tensordot() (in module dpnp)": [[408, "dpnp.tensordot"]], "tile() (in module dpnp)": [[409, "dpnp.tile"]], "trace() (in module dpnp)": [[410, "dpnp.trace"]], "transpose() (in module dpnp)": [[411, "dpnp.transpose"]], "trapz() (in module dpnp)": [[412, "dpnp.trapz"]], "tri() (in module dpnp)": [[413, "dpnp.tri"]], "tril() (in module dpnp)": [[414, "dpnp.tril"]], "tril_indices() (in module dpnp)": [[415, "dpnp.tril_indices"]], "tril_indices_from() (in module dpnp)": [[416, "dpnp.tril_indices_from"]], "triu() (in module dpnp)": [[417, "dpnp.triu"]], "triu_indices() (in module dpnp)": [[418, "dpnp.triu_indices"]], "triu_indices_from() (in module dpnp)": [[419, "dpnp.triu_indices_from"]], "true_divide() (in module dpnp)": [[420, "dpnp.true_divide"]], "trunc() (in module dpnp)": [[421, "dpnp.trunc"]], "unique() (in module dpnp)": [[422, "dpnp.unique"]], "unwrap() (in module dpnp)": [[423, "dpnp.unwrap"]], "vander() (in module dpnp)": [[424, "dpnp.vander"]], "var() (in module dpnp)": [[425, "dpnp.var"]], "vdot() (in module dpnp)": [[426, "dpnp.vdot"]], "vstack() (in module dpnp)": [[427, "dpnp.vstack"]], "where() (in module dpnp)": [[428, "dpnp.where"]], "zeros() (in module dpnp)": [[429, "dpnp.zeros"]], "zeros_like() (in module dpnp)": [[430, "dpnp.zeros_like"]], "dpnp.random": [[441, "module-dpnp.random"]]}})
\ No newline at end of file