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78, 148, 175, 193, 216, 382, 408, 419, 420, 423], "instanc": [3, 20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 194, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 75, 76, 78, 83, 85, 89, 90, 98, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 274, 314, 315, 316, 326, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444, 448], "ident": [3, 6, 85, 177, 369], "one": [3, 4, 30, 32, 37, 41, 42, 43, 44, 56, 61, 64, 65, 83, 85, 89, 91, 95, 98, 100, 102, 105, 106, 110, 111, 114, 116, 122, 123, 131, 135, 143, 145, 148, 167, 170, 173, 183, 184, 186, 199, 200, 209, 274, 281, 284, 312, 314, 316, 349, 390, 401, 404, 405, 414, 421, 424, 435, 444], "kei": [3, 30, 83, 85, 120, 229, 259, 401], "differ": [3, 20, 32, 34, 35, 36, 38, 44, 62, 72, 75, 78, 80, 83, 85, 86, 89, 90, 98, 119, 122, 123, 130, 131, 132, 133, 135, 136, 137, 139, 145, 168, 181, 182, 192, 193, 194, 200, 216, 274, 314, 315, 316, 321, 382, 407, 408, 419, 430, 435, 436, 448], "from": [3, 28, 29, 30, 34, 35, 50, 52, 55, 58, 64, 73, 74, 83, 84, 85, 94, 97, 121, 129, 130, 131, 132, 133, 134, 143, 145, 165, 167, 168, 171, 172, 182, 193, 199, 216, 260, 270, 274, 303, 308, 326, 328, 329, 330, 331, 332, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 355, 356, 357, 358, 359, 361, 362, 364, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 382, 385, 386, 392, 394, 395, 403, 404, 405, 408, 410, 411, 429, 430, 433, 434, 448], "memori": [3, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 81, 83, 85, 89, 90, 91, 93, 94, 96, 98, 124, 125, 135, 136, 140, 141, 144, 147, 150, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 196, 199, 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400, 401, 402, 403, 404, 406, 407, 408, 410, 412, 413, 418, 426, 427, 431, 434, 435, 436], "host": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "do": [3, 4, 85, 332, 390], "have": [3, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 33, 41, 42, 43, 44, 46, 47, 48, 49, 51, 53, 54, 57, 58, 59, 60, 63, 66, 67, 70, 72, 81, 82, 84, 85, 91, 93, 94, 96, 119, 124, 125, 140, 141, 143, 144, 147, 150, 152, 153, 154, 159, 160, 161, 172, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 201, 202, 206, 207, 208, 210, 211, 212, 213, 215, 216, 217, 311, 313, 320, 321, 323, 349, 380, 381, 382, 383, 387, 388, 391, 392, 393, 397, 398, 399, 400, 402, 403, 405, 406, 407, 408, 412, 413, 415, 426, 427, 431, 433, 444], "most": [3, 4, 80, 85, 404], "manipul": [3, 76, 437, 448], "ar": [3, 4, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 74, 79, 80, 81, 82, 83, 85, 86, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 121, 122, 123, 124, 125, 126, 127, 128, 132, 137, 139, 140, 141, 144, 149, 150, 151, 152, 153, 154, 159, 160, 161, 162, 165, 166, 167, 168, 170, 171, 172, 173, 174, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 290, 291, 311, 312, 313, 317, 318, 319, 320, 321, 322, 323, 325, 326, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 362, 364, 370, 372, 373, 374, 375, 376, 377, 378, 379, 381, 382, 383, 387, 389, 392, 393, 394, 395, 397, 398, 399, 401, 402, 403, 405, 406, 407, 408, 410, 412, 413, 414, 416, 418, 422, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 444], "done": [3, 40, 83, 180, 269], "wai": [3, 4, 83, 131, 291, 414], "see": [3, 31, 85, 129, 347, 391, 421, 422, 424, 425, 444], "complet": [3, 4, 131, 132, 175, 390, 444], "list": [3, 6, 9, 32, 34, 35, 36, 38, 41, 42, 43, 50, 58, 62, 75, 78, 83, 84, 85, 135, 136, 137, 143, 181, 182, 192, 194, 309, 386, 392, 395, 405, 414, 417, 430, 433, 434], "support": [3, 9, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 37, 38, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 74, 79, 81, 83, 85, 86, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 139, 140, 141, 144, 145, 150, 151, 152, 153, 154, 159, 160, 161, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 269, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 348, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 370, 371, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 393, 395, 397, 398, 399, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436, 452], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 75, 78, 80, 83, 84, 86, 121, 122, 123, 126, 127, 132, 137, 139, 143, 148, 173, 175, 179, 180, 181, 192, 193, 195, 196, 197, 198, 199, 201, 202, 207, 208, 209, 210, 211, 212, 213, 215, 216, 217, 266, 267, 268, 275, 285, 287, 292, 293, 304, 306, 308, 310, 324, 325, 326, 382, 384, 389, 390, 392, 401, 405, 406, 408, 410, 411, 414, 415, 416, 418, 421, 424, 431, 433, 444], "limit": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 74, 79, 81, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 139, 140, 141, 144, 145, 146, 150, 151, 152, 153, 154, 159, 160, 161, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 269, 271, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 364, 366, 367, 368, 369, 370, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 388, 393, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436], "To": 4, "program": [4, 124], "beyond": [4, 389], "cpu": [4, 14, 15, 19, 20, 32, 34, 35, 36, 38, 62, 65, 69, 71, 75, 78, 79, 86, 87, 88, 89, 90, 92, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 139, 145, 151, 181, 182, 192, 198, 200, 203, 204, 209, 214, 314, 315, 316, 317, 319, 325, 410, 418, 419, 430, 435, 436], "you": [4, 411, 444], "need": [4, 138, 411, 434], "appropri": [4, 28, 29, 138, 180, 193, 195, 201, 207, 208, 211, 213, 330, 358, 361, 382, 444], "hardwar": 4, "work": [4, 31, 39, 73, 203, 328, 411, 444], "fine": 4, "laptop": 4, "graphic": 4, "In": [4, 28, 29, 72, 162, 167, 172, 175, 192, 193, 210, 212, 216, 325, 330, 374, 382, 385, 408, 410, 427], "major": [4, 34, 35, 36, 38, 39, 40, 83, 269, 281, 312, 379], "case": [4, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 75, 78, 80, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 165, 175, 178, 181, 182, 192, 193, 200, 210, 214, 216, 314, 315, 316, 322, 382, 385, 408, 414, 419, 430, 435, 436], "your": 4, "window": 4, "alreadi": [4, 35, 41, 42, 43], "ha": [4, 11, 12, 18, 30, 44, 53, 54, 59, 60, 72, 85, 95, 105, 110, 124, 132, 143, 147, 167, 176, 178, 193, 197, 210, 212, 215, 216, 217, 323, 325, 380, 381, 382, 384, 390, 404, 405, 406, 408, 409, 415, 431, 444], "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 80, 83, 84, 85, 93, 94, 96, 98, 121, 122, 123, 130, 131, 133, 137, 143, 145, 162, 171, 174, 181, 192, 207, 208, 211, 213, 216, 269, 272, 278, 291, 332, 389, 392, 404, 433, 444], "necessari": [4, 20, 32, 34, 35, 36, 38, 41, 64, 72, 137, 181, 192, 194, 197, 210, 212, 215, 216, 217, 385, 406, 408, 431], "But": [4, 85], "want": [4, 411], "up": [4, 85, 123], "date": 4, "alwai": [4, 30, 34, 40, 83, 166, 168, 215, 217, 269, 312, 385, 406, 431], "updat": 4, "latest": [4, 129], "follow": [4, 44, 85, 95, 119, 146, 166, 168, 174, 414, 444, 448], "instruct": 4, "step": [4, 20, 137, 181, 192], "8": [4, 13, 15, 41, 53, 56, 64, 70, 75, 76, 80, 83, 85, 121, 137, 147, 151, 164, 173, 176, 178, 179, 181, 192, 209, 312, 321, 322, 324, 330, 354, 373, 389, 393, 399, 410, 414, 418, 420, 423, 430, 434], "9": [4, 13, 41, 56, 64, 70, 72, 75, 76, 81, 83, 89, 99, 125, 133, 137, 165, 173, 174, 175, 178, 192, 206, 283, 312, 324, 330, 332, 334, 354, 389, 402, 407, 414, 420, 423, 426, 430, 434], "If": [4, 11, 12, 15, 20, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 56, 58, 70, 72, 75, 80, 82, 83, 85, 95, 98, 119, 121, 134, 137, 143, 147, 148, 149, 162, 170, 171, 172, 173, 174, 175, 178, 180, 181, 182, 192, 193, 195, 197, 199, 201, 207, 208, 210, 211, 212, 213, 215, 216, 217, 269, 300, 302, 326, 330, 352, 374, 380, 382, 385, 389, 391, 392, 394, 401, 404, 405, 406, 408, 409, 411, 414, 415, 417, 430, 431, 432, 433, 444], "yet": [4, 6], "easiest": 4, "It": [4, 28, 29, 56, 72, 82, 166, 168, 193, 194, 195, 197, 201, 207, 208, 210, 211, 212, 213, 215, 216, 217, 382, 406, 408, 431], "essenti": 4, "machin": [4, 119, 146], "optim": [4, 88], "includ": [4, 20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 62, 75, 78, 135, 136, 137, 138, 174, 181, 192, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 330, 374, 382, 406, 408, 430, 431], "anoth": [4, 64, 83, 129, 274, 293, 325, 390], "vendor": 4, "too": [4, 434], "manual": [4, 85, 415], "shown": 4, "next": [4, 119], "section": [4, 85, 444], "recommend": [4, 312, 415], "us": [4, 13, 20, 32, 34, 35, 36, 37, 38, 39, 40, 46, 47, 48, 49, 52, 56, 58, 62, 70, 72, 75, 76, 78, 81, 83, 85, 89, 90, 91, 95, 98, 124, 125, 130, 131, 132, 133, 134, 135, 136, 137, 138, 140, 141, 145, 148, 149, 150, 159, 160, 161, 162, 163, 166, 167, 168, 171, 172, 173, 174, 181, 182, 188, 190, 192, 193, 194, 197, 199, 200, 206, 210, 212, 215, 216, 217, 224, 269, 274, 311, 312, 313, 314, 315, 316, 320, 321, 326, 330, 333, 335, 336, 346, 351, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 371, 374, 379, 382, 383, 384, 385, 387, 389, 394, 397, 406, 407, 408, 410, 411, 414, 415, 418, 419, 424, 426, 430, 431, 434, 435, 436, 444], "org": 4, "channel": 4, "command": 4, "forg": 4, "pip": 4, "http": [4, 129], "pypi": 4, "simpl": [4, 191, 448], "These": [4, 85, 95, 205, 444, 448], "its": [4, 6, 11, 12, 15, 30, 44, 75, 83, 100, 106, 119, 145, 165, 166, 167, 168, 172, 174, 180, 197, 212, 215, 217, 309, 367, 379, 382, 385, 401, 406, 417, 419, 431, 444], "depend": [4, 166, 175, 177, 178, 181, 395, 434], "control": [4, 40, 52, 58, 64, 83, 143, 194, 269, 392, 405, 433], "requir": [4, 6, 32, 36, 38, 40, 83, 85, 148, 269], "compil": [4, 85, 138], "runtim": 4, "onemkl": [4, 165, 167], "befor": [4, 30, 58, 83, 122, 123, 180, 193, 215, 216, 217, 291, 302, 382, 389, 390, 401, 406, 408, 415, 431, 432], "strongli": [4, 415], "advis": 4, "version": [4, 83, 85, 280, 312], "activ": 4, "local": 4, "environ": 4, "env": 4, "And": [4, 39, 40, 76, 83, 269], "sourc": [4, 6, 14, 15, 16, 17, 19, 20, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 50, 51, 52, 55, 56, 57, 58, 61, 62, 64, 65, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 86, 87, 88, 89, 90, 92, 95, 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, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 142, 143, 145, 146, 148, 149, 151, 155, 156, 157, 158, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 192, 193, 194, 195, 197, 198, 199, 201, 203, 204, 205, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 312, 315, 316, 317, 318, 319, 322, 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, 382, 384, 385, 386, 389, 390, 394, 395, 396, 401, 404, 405, 406, 408, 409, 410, 411, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 428, 429, 430, 431, 432, 433, 434, 435, 436], "recip": 4, "finanli": 4, "setuptool": 4, "o": [4, 85], "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, 83, 85, 89, 90, 98, 135, 136, 145, 305, 315, 316, 330, 419, 435, 436], "dcmake_c_compil": 4, "path": [4, 131, 182], "icx": 4, "dcmake_cxx_compil": 4, "icpx": 4, "script": 4, "build_loc": 4, "scope": 4, "suit": 4, "element": [4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 33, 44, 45, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 71, 72, 80, 81, 83, 85, 86, 91, 93, 94, 96, 97, 98, 99, 121, 122, 123, 124, 125, 126, 127, 128, 134, 140, 141, 144, 145, 147, 148, 150, 151, 152, 153, 154, 159, 160, 161, 162, 167, 170, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 199, 201, 202, 203, 204, 206, 209, 210, 211, 213, 214, 215, 216, 217, 264, 265, 272, 273, 275, 277, 278, 281, 283, 284, 286, 288, 290, 291, 296, 297, 298, 299, 301, 304, 305, 308, 310, 311, 312, 313, 319, 320, 321, 322, 323, 325, 327, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 414, 415, 420, 423, 426, 427, 428, 431, 434, 444, 448], "asarrai": [4, 6, 34, 36, 38, 39], "same": [4, 11, 12, 15, 30, 31, 33, 36, 38, 39, 40, 44, 47, 51, 53, 54, 57, 58, 59, 60, 72, 73, 80, 82, 83, 84, 90, 95, 97, 124, 126, 127, 128, 129, 136, 143, 147, 149, 150, 158, 167, 170, 175, 195, 197, 201, 203, 210, 211, 212, 213, 215, 216, 217, 269, 297, 309, 316, 317, 323, 325, 326, 328, 330, 352, 358, 374, 379, 380, 384, 389, 390, 392, 394, 401, 404, 405, 406, 408, 411, 414, 420, 422, 423, 425, 431, 432, 433, 436], "shape": [4, 6, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 36, 40, 43, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 63, 65, 66, 67, 69, 72, 76, 80, 81, 82, 83, 84, 85, 89, 90, 91, 93, 94, 95, 96, 97, 121, 124, 125, 132, 135, 136, 140, 141, 143, 144, 147, 148, 149, 150, 152, 153, 154, 158, 159, 160, 161, 164, 169, 170, 171, 172, 175, 176, 177, 178, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 199, 200, 201, 202, 205, 206, 207, 208, 210, 211, 212, 213, 215, 216, 217, 269, 297, 303, 309, 311, 313, 314, 315, 316, 320, 321, 323, 325, 326, 330, 339, 342, 347, 348, 353, 357, 358, 359, 360, 361, 362, 363, 365, 370, 371, 377, 379, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 412, 413, 414, 415, 417, 419, 420, 423, 424, 426, 427, 431, 433, 434, 435, 436, 437, 448], "expect": [4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 59, 60, 63, 66, 67, 72, 81, 82, 85, 91, 93, 94, 96, 124, 125, 140, 141, 144, 147, 150, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 196, 197, 202, 206, 210, 212, 215, 216, 217, 311, 313, 320, 321, 323, 380, 381, 382, 383, 387, 388, 391, 393, 397, 398, 399, 400, 402, 403, 406, 407, 408, 412, 413, 426, 427, 431], "comput": [4, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 59, 60, 66, 67, 72, 80, 93, 94, 95, 96, 99, 100, 101, 102, 103, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 124, 142, 147, 148, 150, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 175, 176, 178, 179, 180, 183, 184, 185, 186, 188, 189, 190, 191, 193, 194, 195, 197, 198, 201, 203, 210, 211, 212, 213, 215, 216, 217, 311, 320, 323, 380, 381, 382, 383, 388, 391, 393, 397, 398, 399, 400, 402, 403, 406, 408, 412, 413, 414, 431], "empti": [4, 6, 32, 83, 90, 131, 135, 136, 216, 278, 315, 316, 435, 436], "try": 4, "except": [4, 11, 12, 13, 15, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 66, 67, 68, 80, 81, 82, 83, 89, 90, 91, 93, 94, 96, 98, 100, 106, 114, 124, 125, 130, 131, 132, 133, 134, 135, 136, 140, 141, 143, 144, 145, 150, 152, 153, 154, 159, 160, 161, 172, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 201, 202, 206, 211, 212, 213, 215, 216, 217, 269, 300, 311, 313, 315, 316, 320, 321, 322, 323, 381, 383, 384, 385, 387, 388, 393, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 412, 413, 426, 427, 431, 435, 436], "found": [4, 394, 444], "here": [6, 30, 85, 401], "correspond": [6, 20, 28, 29, 32, 34, 35, 36, 37, 38, 56, 58, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 165, 166, 181, 182, 192, 194, 200, 277, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 389, 396, 406, 414, 417, 419, 430, 431, 435, 436, 444], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 72, 83, 84, 98, 122, 123, 143, 145, 165, 166, 172, 175, 178, 269, 281, 379, 392, 405, 419, 421, 424, 430, 433], "v1": 6, "23": [6, 330], "v0": 6, "15": [6, 28, 29, 72, 76, 174, 184, 354, 394], "0dev1": 6, "30": [6, 70, 74, 326, 329, 411, 432], "g37726e6564": 6, "v9": 6, "397": 6, 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421, 422, 423, 424, 425, 426, 427, 430, 431, 432, 433, 434, 435, 436], "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, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 63, 64, 66, 67, 68, 70, 72, 80, 81, 82, 83, 84, 90, 91, 93, 94, 95, 96, 97, 121, 122, 123, 124, 125, 126, 127, 128, 136, 140, 141, 143, 144, 147, 149, 150, 152, 153, 154, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 199, 201, 202, 203, 205, 206, 207, 208, 210, 211, 212, 213, 214, 215, 216, 217, 269, 311, 312, 313, 316, 317, 319, 320, 321, 322, 323, 324, 325, 326, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 417, 420, 423, 426, 427, 431, 432, 433, 434, 436], "input": [11, 12, 13, 14, 15, 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188, 189, 190, 191, 193, 195, 196, 197, 201, 202, 206, 207, 208, 211, 212, 213, 215, 216, 217, 297, 311, 312, 313, 320, 321, 323, 330, 380, 381, 382, 383, 387, 388, 391, 397, 398, 399, 400, 402, 403, 406, 407, 408, 412, 413, 417, 421, 424, 426, 427, 431, 444], "magnitud": [11, 12, 63, 323], "point": [11, 12, 18, 20, 26, 31, 34, 35, 44, 63, 85, 89, 90, 94, 98, 119, 130, 131, 132, 134, 135, 136, 145, 147, 170, 181, 182, 187, 197, 212, 215, 217, 315, 316, 330, 359, 371, 380, 381, 391, 393, 394, 406, 419, 431, 435, 436, 448], "whose": [11, 12, 85, 98, 163, 166, 167, 168, 179, 205, 389, 422, 425], "precis": [11, 12, 44, 72, 85, 119, 147, 193, 210, 216, 380, 382, 408], "match": [11, 12, 35, 58, 64, 80, 85, 131, 149, 194, 325, 326, 405, 410, 411, 414], "keyword": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 70, 71, 81, 86, 93, 94, 96, 99, 124, 125, 126, 127, 128, 132, 139, 144, 150, 159, 184, 185, 186, 187, 194, 196, 202, 203, 204, 206, 209, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427, 444], "current": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 71, 81, 85, 86, 93, 94, 96, 99, 124, 125, 126, 127, 128, 131, 139, 144, 145, 150, 159, 184, 185, 186, 187, 196, 202, 203, 204, 206, 209, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427], "unsupport": [11, 12, 13, 15, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 71, 81, 93, 94, 96, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 124, 125, 126, 127, 128, 139, 144, 150, 159, 184, 185, 186, 187, 196, 202, 203, 204, 206, 209, 311, 320, 321, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 407, 412, 413, 418, 426, 427], "notimplementederror": [11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 59, 60, 62, 63, 66, 67, 81, 83, 89, 90, 91, 93, 94, 96, 98, 124, 125, 130, 131, 132, 133, 134, 135, 136, 140, 141, 144, 145, 150, 152, 153, 154, 159, 160, 161, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 201, 202, 206, 211, 212, 213, 215, 216, 217, 269, 311, 313, 315, 316, 320, 321, 322, 323, 381, 383, 387, 388, 393, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 412, 413, 426, 427, 431, 435, 436], "rais": [11, 12, 13, 15, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 59, 60, 62, 63, 64, 66, 67, 68, 81, 82, 83, 89, 90, 91, 93, 94, 96, 98, 100, 106, 114, 124, 125, 130, 131, 132, 133, 134, 135, 136, 140, 141, 144, 145, 150, 152, 153, 154, 159, 160, 161, 170, 172, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 201, 202, 206, 207, 208, 211, 212, 213, 215, 216, 217, 269, 270, 300, 311, 313, 315, 316, 320, 321, 322, 323, 381, 383, 385, 387, 388, 393, 397, 398, 399, 400, 401, 402, 403, 404, 406, 407, 408, 412, 413, 426, 427, 431, 435, 436], "exclud": [11, 12, 181, 330, 374], "note": [11, 12, 13, 14, 18, 19, 28, 29, 30, 31, 39, 62, 70, 73, 81, 83, 85, 95, 124, 130, 131, 132, 133, 134, 148, 152, 165, 182, 192, 203, 206, 215, 216, 217, 274, 297, 312, 325, 328, 333, 335, 336, 346, 351, 385, 401, 406, 407, 409, 410, 414, 415, 426, 431, 432], "shorthand": [11, 12, 13, 46, 47, 48, 49, 81, 91, 125, 140, 141, 150, 159, 160, 161, 188, 190, 194, 206, 311, 313, 320, 321, 383, 387, 407, 426, 434], "thi": [11, 12, 16, 17, 20, 28, 29, 31, 32, 34, 35, 36, 37, 38, 39, 40, 56, 58, 62, 73, 75, 76, 78, 80, 83, 84, 85, 96, 119, 122, 123, 130, 131, 132, 133, 134, 135, 136, 137, 138, 143, 166, 168, 172, 173, 176, 181, 182, 187, 192, 193, 194, 195, 201, 203, 205, 207, 208, 211, 213, 269, 274, 278, 291, 297, 300, 309, 312, 326, 328, 363, 365, 379, 382, 383, 385, 390, 392, 405, 410, 411, 415, 430, 433, 434], "1j": [11, 12, 18, 59, 60, 83, 147, 165, 178, 282, 295, 403], "5620499351813308": [11, 12], "x1": [13, 15, 18, 25, 26, 40, 45, 46, 48, 49, 55, 63, 65, 71, 73, 74, 77, 79, 81, 83, 86, 91, 99, 118, 125, 126, 127, 128, 139, 140, 141, 144, 151, 159, 160, 161, 187, 188, 189, 190, 191, 194, 196, 198, 199, 202, 203, 204, 206, 209, 269, 311, 313, 317, 318, 320, 321, 327, 328, 329, 367, 383, 387, 389, 407, 416, 418, 422, 425, 426, 429], "x2": [13, 14, 15, 18, 19, 25, 26, 32, 46, 48, 49, 63, 65, 81, 91, 125, 126, 127, 128, 140, 141, 144, 151, 159, 160, 161, 187, 188, 189, 190, 191, 194, 196, 199, 202, 203, 206, 311, 313, 317, 320, 321, 383, 387, 389, 402, 407, 426], "x1_i": [13, 26, 46, 48, 49, 63, 81, 91, 125, 140, 141, 144, 159, 160, 161, 187, 188, 190, 191, 206, 313, 321, 383, 387, 407, 426], "respect": [13, 26, 46, 48, 49, 81, 83, 91, 125, 140, 141, 159, 160, 161, 187, 188, 190, 191, 206, 305, 313, 321, 383, 387, 407, 426], "x2_i": [13, 26, 46, 48, 49, 63, 81, 91, 125, 140, 141, 144, 159, 160, 161, 187, 188, 190, 191, 206, 313, 321, 383, 387, 407, 426], "first": [13, 26, 28, 29, 30, 44, 46, 48, 49, 57, 58, 63, 70, 81, 82, 85, 91, 94, 121, 125, 140, 141, 144, 149, 156, 157, 158, 159, 160, 161, 172, 179, 182, 187, 188, 190, 191, 194, 195, 196, 199, 201, 202, 206, 207, 208, 313, 321, 379, 383, 385, 387, 389, 392, 394, 401, 403, 407, 409, 411, 414, 426, 432, 433], "second": [13, 26, 44, 46, 48, 49, 63, 70, 81, 82, 85, 91, 94, 125, 140, 141, 143, 144, 149, 157, 158, 159, 160, 161, 187, 188, 190, 191, 194, 195, 196, 199, 201, 202, 206, 313, 321, 383, 387, 403, 407, 409, 414, 426, 432], "addit": [13, 162, 212], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 46, 48, 49, 63, 66, 67, 81, 91, 93, 94, 96, 125, 131, 132, 134, 140, 141, 144, 157, 159, 160, 161, 164, 175, 176, 183, 184, 185, 186, 187, 194, 196, 202, 206, 313, 321, 381, 383, 387, 388, 391, 397, 399, 400, 407, 412, 413, 426, 427], "promot": [13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 46, 48, 49, 52, 63, 66, 67, 81, 91, 93, 94, 96, 125, 137, 140, 141, 144, 159, 160, 161, 181, 183, 184, 185, 186, 187, 192, 194, 196, 202, 206, 313, 321, 381, 383, 386, 387, 388, 391, 397, 399, 400, 407, 412, 413, 415, 426, 427], "rule": [13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 44, 46, 48, 49, 52, 63, 64, 66, 67, 70, 81, 91, 93, 94, 96, 125, 137, 140, 141, 144, 159, 160, 161, 181, 183, 184, 185, 186, 187, 192, 193, 194, 196, 197, 202, 206, 212, 215, 216, 217, 313, 321, 381, 382, 383, 386, 387, 388, 391, 397, 399, 400, 406, 407, 408, 412, 413, 418, 426, 427, 431], "equival": [13, 14, 16, 17, 19, 28, 29, 30, 31, 44, 62, 70, 81, 82, 83, 84, 95, 179, 193, 206, 224, 264, 265, 297, 309, 312, 320, 329, 330, 358, 382, 383, 385, 391, 396, 401, 407, 408, 414, 417, 426, 444], "term": [13, 81, 206, 407, 426], "broadcast": [13, 44, 50, 51, 56, 64, 81, 126, 127, 144, 173, 174, 191, 193, 194, 196, 197, 202, 206, 212, 215, 216, 217, 321, 325, 326, 382, 384, 406, 407, 408, 411, 415, 426, 431, 434], "b": [13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 71, 72, 82, 83, 84, 85, 86, 91, 128, 130, 131, 140, 141, 143, 149, 158, 160, 161, 164, 172, 173, 174, 176, 177, 178, 179, 180, 188, 190, 194, 195, 201, 209, 313, 317, 321, 331, 386, 392, 405, 414, 415, 418, 432, 433], "7": [13, 15, 20, 41, 54, 56, 64, 68, 70, 72, 75, 76, 80, 81, 83, 86, 93, 121, 124, 137, 139, 149, 151, 158, 173, 178, 198, 206, 283, 312, 323, 324, 330, 354, 383, 386, 388, 389, 407, 408, 409, 410, 414, 420, 423, 426, 427, 432, 434], "oper": [13, 46, 47, 48, 49, 81, 85, 91, 95, 125, 140, 141, 150, 159, 160, 161, 162, 188, 190, 194, 206, 311, 313, 320, 321, 325, 383, 387, 407, 415, 426, 437, 448], "axi": [14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 80, 83, 84, 86, 95, 100, 105, 106, 110, 111, 114, 121, 122, 123, 126, 127, 132, 137, 139, 143, 148, 173, 181, 192, 193, 194, 195, 196, 197, 198, 201, 202, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 268, 275, 285, 286, 287, 291, 292, 293, 296, 302, 303, 304, 306, 308, 309, 310, 318, 322, 324, 325, 326, 379, 382, 384, 385, 389, 390, 392, 401, 404, 405, 406, 408, 409, 410, 411, 414, 415, 417, 418, 431, 433, 444], "keepdim": [14, 16, 17, 19, 28, 29, 44, 68, 83, 173, 193, 195, 197, 198, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 285, 286, 287, 292, 304, 306, 310, 322, 324, 326, 382, 406, 408, 411, 431], "fals": [14, 15, 16, 17, 18, 19, 28, 29, 32, 33, 36, 38, 40, 44, 46, 47, 49, 50, 51, 52, 62, 68, 69, 72, 83, 85, 90, 91, 118, 132, 136, 137, 140, 141, 148, 150, 151, 152, 153, 154, 160, 161, 162, 163, 171, 173, 174, 178, 181, 188, 189, 190, 191, 192, 193, 195, 197, 198, 199, 201, 207, 208, 211, 212, 213, 214, 215, 216, 217, 264, 265, 266, 267, 269, 285, 286, 287, 292, 304, 306, 310, 312, 313, 316, 322, 324, 382, 385, 398, 406, 408, 430, 431, 434, 436], "whether": [14, 15, 19, 85, 162, 175, 181, 385, 398], "given": [14, 19, 20, 28, 29, 31, 32, 34, 35, 36, 38, 40, 44, 57, 62, 68, 69, 71, 72, 80, 82, 83, 84, 85, 86, 89, 90, 118, 121, 126, 127, 135, 136, 137, 139, 169, 181, 192, 195, 196, 199, 201, 202, 209, 210, 211, 213, 214, 215, 216, 217, 266, 267, 269, 275, 287, 292, 293, 298, 304, 306, 310, 312, 315, 316, 322, 324, 325, 330, 335, 357, 374, 382, 384, 388, 389, 390, 392, 394, 406, 408, 414, 415, 418, 419, 431, 433, 435, 436, 444], "evalu": [14, 15, 19, 83, 87, 88, 91, 180, 199, 264, 265, 317, 414], "logic": [14, 19, 188, 189, 190, 191, 437, 448], "AND": [14, 46, 47, 48, 49, 150, 188, 189, 190, 191], "reduct": [14, 19], "either": [14, 15, 19, 38, 44, 68, 85, 97, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 126, 127, 128, 149, 151, 166, 168, 173, 175, 193, 203, 207, 208, 211, 213, 214, 216, 317, 319, 322, 325, 366, 382, 394, 408, 410, 411], "tensor": [14, 15, 19, 37, 68, 83, 97, 126, 127, 128, 179, 180, 203, 207, 208, 211, 213, 214, 317, 319, 322, 324, 325, 410, 414], "sequenti": [14, 15, 19, 65, 69, 71, 79, 86, 87, 88, 92, 97, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 126, 127, 128, 139, 151, 198, 203, 204, 209, 214, 317, 319, 325, 410, 418], "method": [14, 16, 17, 19, 30, 40, 62, 82, 83, 85, 120, 129, 131, 171, 174, 178, 269, 274, 297, 312, 330, 385, 396, 408, 417, 437], "Not": [14, 19, 152, 209, 210, 211, 213, 214, 216, 322], "number": [14, 18, 19, 20, 31, 44, 45, 50, 51, 68, 78, 80, 83, 85, 95, 98, 119, 125, 130, 131, 133, 134, 137, 145, 146, 152, 163, 169, 171, 175, 176, 178, 179, 180, 181, 192, 209, 210, 211, 213, 214, 215, 216, 217, 289, 298, 300, 301, 312, 322, 323, 330, 332, 342, 366, 383, 384, 388, 389, 390, 391, 398, 406, 409, 415, 417, 419, 427, 430, 431, 448], "becaus": [14, 19], "x3": [14, 19], "rtol": [15, 151], "1e": [15, 96, 151, 165, 174, 184, 185, 187, 348], "05": [15, 151], "atol": [15, 151], "08": [15, 66, 151, 348, 399], "two": [15, 33, 41, 42, 46, 47, 48, 49, 61, 65, 70, 78, 80, 82, 83, 85, 87, 88, 95, 149, 150, 151, 158, 166, 172, 177, 188, 190, 191, 194, 195, 196, 201, 202, 205, 211, 213, 291, 307, 317, 330, 359, 409, 414, 421, 424, 432], "within": [15, 20, 33, 40, 83, 151, 269, 325, 330, 374], "toler": [15, 33, 151], "boolean": [15, 46, 47, 48, 49, 64, 85, 148, 150, 151, 152, 153, 154, 188, 190, 197, 212, 214, 215, 217, 312, 385, 406, 410, 431], "dim": 15, "scalar": [15, 32, 34, 35, 36, 37, 38, 52, 53, 54, 62, 64, 70, 75, 78, 80, 82, 83, 85, 124, 126, 127, 128, 135, 136, 137, 144, 149, 155, 158, 177, 181, 192, 194, 199, 203, 278, 283, 317, 326, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 349, 352, 353, 355, 356, 358, 361, 364, 366, 370, 372, 373, 374, 375, 376, 377, 378, 394, 414, 427, 430, 432, 434, 444], "both": [15, 44, 56, 70, 82, 126, 127, 128, 149, 158, 173, 194, 203, 216, 317, 414, 432, 434], "typeerror": [15, 44, 64, 68, 100, 106, 114], "integ": [15, 20, 31, 44, 46, 47, 48, 49, 51, 53, 54, 72, 83, 85, 124, 125, 146, 150, 151, 159, 170, 173, 179, 193, 195, 197, 201, 210, 211, 212, 213, 215, 216, 217, 302, 325, 330, 358, 361, 366, 382, 383, 385, 387, 388, 391, 394, 403, 406, 408, 410, 414, 427, 431, 444], "1e10": [15, 151], "00001e10": [15, 151], "initi": [16, 17, 83, 89, 134, 195, 201, 211, 213, 214, 216, 285, 287, 292, 306, 322, 330, 408], "alia": [16, 17, 81, 119, 218, 330, 360, 363, 365, 392, 426, 433], "deg": [18, 329], "phase": [18, 429], "call": [18, 28, 29, 30, 36, 38, 85, 132, 165, 167, 172, 224, 312, 404, 415], "x_i": [18, 21, 22, 23, 24, 25, 27, 47, 53, 54, 59, 60, 66, 67, 93, 94, 96, 124, 147, 150, 184, 186, 189, 311, 320, 323, 380, 381, 391, 393, 397, 398, 399, 400, 402, 403, 412, 413, 427], "although": [18, 85, 415], "undefin": [18, 83, 291], "arc": [18, 25], "tangent": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "quadrant": [18, 25], "correctli": [18, 25, 173, 312], "trigonometr": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413, 448], "invers": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 94, 95, 96, 106, 107, 108, 109, 110, 111, 112, 113, 169, 174, 179, 180, 185, 376, 399, 400, 412, 413], "0j": [18, 82, 83, 194, 282, 295, 397], "57079633": [18, 26, 329, 429], "78539816": [18, 25, 26, 429], "mai": [18, 40, 52, 56, 58, 64, 72, 83, 85, 95, 143, 163, 165, 166, 173, 175, 192, 194, 212, 215, 217, 269, 326, 392, 405, 415, 433, 444], "vari": [18, 132, 148, 163, 165, 166, 173, 212, 215, 217], "90": [18, 74, 434], "45": [18, 26], "OR": [19, 46, 47, 48, 49, 150, 188, 189, 190, 191], "stop": [20, 137, 181, 192], "like": [20, 32, 34, 35, 36, 38, 40, 41, 42, 43, 57, 83, 84, 89, 98, 130, 131, 132, 133, 134, 135, 137, 145, 181, 182, 192, 269, 315, 330, 374, 385, 435, 448], "usm_typ": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "sycl_queu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "evenli": [20, 137, 181, 192, 388], "interv": [20, 21, 23, 25, 95, 137, 181, 192, 330, 358, 360, 362, 363, 365, 373, 374, 409], "end": [20, 85, 137, 181, 192], "doe": [20, 52, 175, 210], "some": [20, 85, 95, 97, 124, 149, 434, 444], "off": [20, 165], "affect": 20, "length": [20, 44, 72, 80, 83, 91, 134, 137, 143, 165, 178, 192, 199, 210, 300, 333, 385, 386, 392, 394, 396, 404, 414, 415, 433], "between": [20, 52, 80, 86, 119, 131, 134, 149, 181, 192, 347, 361, 407, 429], "specifi": [20, 30, 31, 32, 34, 35, 36, 38, 44, 51, 52, 58, 62, 72, 75, 78, 79, 83, 89, 90, 98, 121, 130, 131, 132, 133, 135, 136, 137, 145, 166, 168, 173, 179, 180, 181, 182, 192, 193, 197, 198, 200, 210, 212, 214, 215, 216, 217, 268, 276, 314, 315, 316, 321, 322, 330, 343, 353, 371, 379, 382, 389, 390, 391, 405, 406, 408, 414, 417, 419, 430, 431, 435, 436], "desir": [20, 32, 34, 35, 36, 38, 39, 51, 89, 90, 98, 135, 136, 137, 145, 181, 192, 315, 316, 390, 415, 419, 435, 436], "repres": [20, 32, 34, 35, 36, 37, 38, 44, 83, 85, 129, 132, 137, 148, 176, 181, 192, 199, 217, 300, 330, 444], "consid": [20, 32, 34, 35, 36, 38, 88, 137, 152, 166, 168, 171, 181, 192, 194, 330, 358], "capabl": [20, 32, 34, 35, 36, 38, 44, 137, 181, 192, 194], "when": [20, 32, 34, 35, 36, 38, 39, 40, 44, 62, 64, 83, 85, 137, 165, 173, 175, 181, 192, 194, 210, 211, 213, 269, 390, 410, 414, 434], "string": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 85, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "sycldevic": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "syclqueu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "concept": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "oneapi": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "filter": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "selector": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "non": [20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 45, 62, 68, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 152, 181, 182, 192, 195, 200, 201, 207, 208, 211, 213, 215, 217, 290, 312, 314, 315, 316, 321, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 402, 414, 419, 430, 434, 435, 436], "object": [20, 32, 34, 35, 36, 37, 38, 39, 62, 75, 78, 83, 85, 89, 90, 95, 98, 119, 120, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 163, 166, 173, 181, 182, 192, 200, 297, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 385, 419, 430, 435, 436, 444], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 119, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 181, 182, 192, 200, 218, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 420, 423, 430, 435, 436, 437], "properti": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 166, 168, 175, 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162], "perform": [35, 56, 80, 121, 162], "pass": [35, 83, 85, 132, 297], "through": [35, 85, 165, 167, 444], "subclass": [35, 157], "content": [36, 83, 367], "flag": [36, 38, 83, 85, 274], "about": [36, 38, 83, 119, 165, 279, 444], "f_contigu": [36, 38], "make": [36, 38, 57, 85, 199], "now": [36, 38, 76, 167], "c_contigu": [36, 38, 83, 274], "Then": [36, 38], "x0": [36, 38, 62, 75, 78, 316, 430, 436], "__sycl_usm_array_interface__": 37, "protocol": [37, 85, 129], "buffer": [37, 72, 83, 130, 131, 133, 134, 182, 210, 385], "possibli": 37, "nest": [37, 84, 143, 392, 405, 433], "sequenc": [37, 41, 42, 43, 57, 58, 61, 65, 84, 89, 90, 135, 136, 137, 143, 148, 172, 181, 192, 205, 315, 316, 354, 367, 386, 392, 405, 414, 433, 435, 436], "str": [37, 58, 85, 131, 134, 143, 182, 392, 405, 433], "code": [37, 85], "coerc": [37, 130, 131, 132, 133, 134, 182], "laid": 38, "fortran": [38, 40, 83, 269, 281, 379, 385], "row": [38, 40, 57, 58, 72, 83, 84, 98, 122, 123, 143, 145, 148, 172, 178, 269, 281, 312, 379, 392, 405, 419, 421, 433], "arbitrari": [39, 82, 85, 149, 194, 386], "keep": [39, 40, 83, 269], "stride": [39, 40, 83, 269], "possibl": [39, 40, 42, 43, 83, 95, 269, 297, 385, 404, 409, 417], "exactli": [39, 73, 134, 328, 330, 358], "cast": [40, 52, 58, 64, 72, 83, 143, 165, 193, 194, 197, 210, 212, 215, 216, 217, 269, 382, 392, 405, 406, 408, 431, 433], "unsaf": [40, 52, 58, 64, 83, 143, 194, 269, 392, 405, 433], "target": [40, 52, 83, 269], "style": [40, 83, 269, 281, 312, 379], "happen": [40, 44, 83, 269, 332], "itself": [40, 83, 85, 269, 444], "equiv": [40, 52, 58, 64, 83, 143, 170, 194, 269, 392, 405, 433], "safe": [40, 52, 58, 64, 83, 143, 194, 269, 392, 405, 433], "same_kind": [40, 52, 58, 64, 83, 143, 194, 269, 392, 405, 433], "what": [40, 52, 58, 64, 83, 85, 91, 143, 194, 269, 332, 349, 392, 405, 433], "occur": [40, 52, 58, 64, 83, 143, 165, 194, 269, 281, 392, 405, 433], "backward": [40, 83, 269, 389, 390], "chang": [40, 62, 70, 83, 85, 210, 269, 305, 309, 311, 319, 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Module": [[446, "polynomial-module"]], "Polyutils": [[446, "polyutils"]], "Poly1d": [[446, "poly1d"]], "Basics": [[446, "basics"]], "Arithmetic": [[446, "arithmetic"]], "Random Sampling (dpnp.random)": [[447, "random-sampling-dpnp-random"]], "Simple random data": [[447, "simple-random-data"]], "Permutations": [[447, "permutations"]], "Distributions": [[447, "distributions"]], "Random generator": [[447, "random-generator"]], "Routines": [[448, "routines"]], "Sorting, Searching, and Counting": [[449, "sorting-searching-and-counting"]], "Sorting": [[449, "sorting"]], "Searching": [[449, "searching"]], "Counting": [[449, "counting"]], "Special Functions": [[450, "special-functions"]], "Error Function": [[450, "error-function"]], "Statistical Functions": [[451, "statistical-functions"]], "Order statistics": [[451, "order-statistics"]], "Averages and variances": [[451, "averages-and-variances"]], "Histograms": [[451, "histograms"]], "Correlations": [[451, "correlations"]], "Universal Functions (ufunc)": [[452, "universal-functions-ufunc"]], "Available ufuncs": [[452, "available-ufuncs"]], "Math operations": [[452, "math-operations"]], "Bit-twiddling functions": [[452, "bit-twiddling-functions"]], "Comparison functions": [[452, "comparison-functions"]], "Floating functions": [[452, "floating-functions"]]}, "indexentries": {"dpnp": [[2, "module-dpnp"], [3, "module-dpnp"]], "module": [[2, "module-dpnp"], [3, "module-dpnp"], [10, "module-dpnp.fft"], [447, "module-dpnp.random"]], "dpnp.fft": [[10, "module-dpnp.fft"]], "abs() (in module dpnp)": [[11, "dpnp.abs"]], "absolute() (in module dpnp)": [[12, "dpnp.absolute"]], "add() (in module dpnp)": [[13, "dpnp.add"]], "all() (in module dpnp)": [[14, "dpnp.all"]], "allclose() (in module dpnp)": [[15, "dpnp.allclose"]], "amax() (in module dpnp)": [[16, "dpnp.amax"]], "amin() (in module dpnp)": [[17, "dpnp.amin"]], "angle() (in module dpnp)": [[18, "dpnp.angle"]], "any() (in module dpnp)": [[19, "dpnp.any"]], "arange() (in 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"degrees() (in module dpnp)": [[74, "dpnp.degrees"]], "diag() (in module dpnp)": [[75, "dpnp.diag"]], "diag_indices() (in module dpnp)": [[76, "dpnp.diag_indices"]], "diag_indices_from() (in module dpnp)": [[77, "dpnp.diag_indices_from"]], "diagflat() (in module dpnp)": [[78, "dpnp.diagflat"]], "diagonal() (in module dpnp)": [[79, "dpnp.diagonal"]], "diff() (in module dpnp)": [[80, "dpnp.diff"]], "divide() (in module dpnp)": [[81, "dpnp.divide"]], "dot() (in module dpnp)": [[82, "dpnp.dot"]], "t (dpnp.dpnp_array.dpnp_array attribute)": [[83, "dpnp.dpnp_array.dpnp_array.T"]], "__eq__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__eq__"]], "__ge__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__ge__"]], "__getitem__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__getitem__"]], "__gt__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__gt__"]], "__le__() 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"__getitem__() (dpnp.dtype method)": [[85, "dpnp.dtype.__getitem__"]], "__gt__() (dpnp.dtype method)": [[85, "dpnp.dtype.__gt__"]], "__le__() (dpnp.dtype method)": [[85, "dpnp.dtype.__le__"]], "__len__() (dpnp.dtype method)": [[85, "dpnp.dtype.__len__"]], "__lt__() (dpnp.dtype method)": [[85, "dpnp.dtype.__lt__"]], "__ne__() (dpnp.dtype method)": [[85, "dpnp.dtype.__ne__"]], "alignment (dpnp.dtype attribute)": [[85, "dpnp.dtype.alignment"]], "base (dpnp.dtype attribute)": [[85, "dpnp.dtype.base"]], "byteorder (dpnp.dtype attribute)": [[85, "dpnp.dtype.byteorder"]], "char (dpnp.dtype attribute)": [[85, "dpnp.dtype.char"]], "descr (dpnp.dtype attribute)": [[85, "dpnp.dtype.descr"]], "dtype (class in dpnp)": [[85, "dpnp.dtype"]], "fields (dpnp.dtype attribute)": [[85, "dpnp.dtype.fields"]], "flags (dpnp.dtype attribute)": [[85, "dpnp.dtype.flags"]], "hasobject (dpnp.dtype attribute)": [[85, "dpnp.dtype.hasobject"]], "isalignedstruct (dpnp.dtype attribute)": [[85, "dpnp.dtype.isalignedstruct"]], "isbuiltin (dpnp.dtype attribute)": [[85, "dpnp.dtype.isbuiltin"]], "isnative (dpnp.dtype attribute)": [[85, "dpnp.dtype.isnative"]], "itemsize (dpnp.dtype attribute)": [[85, "dpnp.dtype.itemsize"]], "kind (dpnp.dtype attribute)": [[85, "dpnp.dtype.kind"]], "metadata (dpnp.dtype attribute)": [[85, "dpnp.dtype.metadata"]], "name (dpnp.dtype attribute)": [[85, "dpnp.dtype.name"]], "names (dpnp.dtype attribute)": [[85, "dpnp.dtype.names"]], "ndim (dpnp.dtype attribute)": [[85, "dpnp.dtype.ndim"]], "newbyteorder() (dpnp.dtype method)": [[85, "dpnp.dtype.newbyteorder"]], "num (dpnp.dtype attribute)": [[85, "dpnp.dtype.num"]], "shape (dpnp.dtype attribute)": [[85, "dpnp.dtype.shape"]], "str (dpnp.dtype attribute)": [[85, "dpnp.dtype.str"]], "subdtype (dpnp.dtype attribute)": [[85, "dpnp.dtype.subdtype"]], "type (dpnp.dtype attribute)": [[85, "dpnp.dtype.type"]], "ediff1d() (in module dpnp)": [[86, "dpnp.ediff1d"]], "einsum() (in module dpnp)": [[87, "dpnp.einsum"]], "einsum_path() (in module dpnp)": [[88, "dpnp.einsum_path"]], "empty() (in module dpnp)": [[89, "dpnp.empty"]], "empty_like() (in module dpnp)": [[90, "dpnp.empty_like"]], "equal() (in module dpnp)": [[91, "dpnp.equal"]], "erf() (in module dpnp)": [[92, "dpnp.erf"]], "exp() (in module dpnp)": [[93, "dpnp.exp"]], "exp2() (in module dpnp)": [[94, "dpnp.exp2"]], "expand_dims() (in module dpnp)": [[95, "dpnp.expand_dims"]], "expm1() (in module dpnp)": [[96, "dpnp.expm1"]], "extract() (in module dpnp)": [[97, "dpnp.extract"]], "eye() (in module dpnp)": [[98, "dpnp.eye"]], "fabs() (in module dpnp)": [[99, "dpnp.fabs"]], "fft() (in module dpnp.fft)": [[100, "dpnp.fft.fft"]], "fft2() (in module dpnp.fft)": [[101, "dpnp.fft.fft2"]], "fftfreq() (in module dpnp.fft)": [[102, "dpnp.fft.fftfreq"]], "fftn() (in module dpnp.fft)": [[103, "dpnp.fft.fftn"]], "fftshift() (in module dpnp.fft)": [[104, "dpnp.fft.fftshift"]], "hfft() (in module dpnp.fft)": [[105, "dpnp.fft.hfft"]], "ifft() (in module dpnp.fft)": [[106, "dpnp.fft.ifft"]], "ifft2() (in module dpnp.fft)": [[107, "dpnp.fft.ifft2"]], "ifftn() (in module dpnp.fft)": [[108, "dpnp.fft.ifftn"]], "ifftshift() (in module dpnp.fft)": [[109, "dpnp.fft.ifftshift"]], "ihfft() (in module dpnp.fft)": [[110, "dpnp.fft.ihfft"]], "irfft() (in module dpnp.fft)": [[111, "dpnp.fft.irfft"]], "irfft2() (in module dpnp.fft)": [[112, "dpnp.fft.irfft2"]], "irfftn() (in module dpnp.fft)": [[113, "dpnp.fft.irfftn"]], "rfft() (in module dpnp.fft)": [[114, "dpnp.fft.rfft"]], "rfft2() (in module dpnp.fft)": [[115, "dpnp.fft.rfft2"]], "rfftfreq() (in module dpnp.fft)": [[116, "dpnp.fft.rfftfreq"]], "rfftn() (in module dpnp.fft)": [[117, "dpnp.fft.rfftn"]], "fill_diagonal() (in module dpnp)": [[118, "dpnp.fill_diagonal"]], "finfo() (in module dpnp)": [[119, "dpnp.finfo"]], "__eq__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__eq__"]], "__ge__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__ge__"]], "__getitem__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__getitem__"]], "__gt__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__gt__"]], "__iter__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__iter__"]], "__le__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__le__"]], "__lt__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__lt__"]], "__ne__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__ne__"]], "__next__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__next__"]], "__setitem__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__setitem__"]], "flatiter (class in dpnp)": [[120, "dpnp.flatiter"]], "flip() (in module dpnp)": [[121, "dpnp.flip"]], "fliplr() (in module dpnp)": [[122, "dpnp.fliplr"]], "flipud() (in module dpnp)": [[123, "dpnp.flipud"]], "floor() (in module dpnp)": [[124, "dpnp.floor"]], "floor_divide() (in module dpnp)": [[125, "dpnp.floor_divide"]], "fmax() (in module dpnp)": [[126, "dpnp.fmax"]], "fmin() (in module dpnp)": [[127, "dpnp.fmin"]], "fmod() (in module dpnp)": [[128, "dpnp.fmod"]], "from_dlpack() (in module dpnp)": [[129, "dpnp.from_dlpack"]], "frombuffer() (in module dpnp)": [[130, "dpnp.frombuffer"]], "fromfile() (in module dpnp)": [[131, "dpnp.fromfile"]], "fromfunction() (in module dpnp)": [[132, "dpnp.fromfunction"]], "fromiter() (in module dpnp)": [[133, "dpnp.fromiter"]], "fromstring() (in module dpnp)": [[134, "dpnp.fromstring"]], "full() (in module dpnp)": [[135, "dpnp.full"]], "full_like() (in module dpnp)": [[136, "dpnp.full_like"]], "geomspace() (in module dpnp)": [[137, "dpnp.geomspace"]], "get_include() (in module dpnp)": [[138, "dpnp.get_include"]], "gradient() (in module dpnp)": [[139, "dpnp.gradient"]], "greater() (in module dpnp)": [[140, "dpnp.greater"]], "greater_equal() (in module dpnp)": [[141, "dpnp.greater_equal"]], "histogram() (in module dpnp)": [[142, "dpnp.histogram"]], "hstack() (in module dpnp)": [[143, "dpnp.hstack"]], "hypot() (in module dpnp)": [[144, "dpnp.hypot"]], "identity() (in module dpnp)": [[145, "dpnp.identity"]], "iinfo() (in module dpnp)": [[146, "dpnp.iinfo"]], "imag() (in module dpnp)": [[147, "dpnp.imag"]], "indices() (in module dpnp)": [[148, "dpnp.indices"]], "inner() (in module dpnp)": [[149, "dpnp.inner"]], "invert() (in module dpnp)": [[150, "dpnp.invert"]], "isclose() (in module dpnp)": [[151, "dpnp.isclose"]], "isfinite() (in module dpnp)": [[152, "dpnp.isfinite"]], "isinf() (in module dpnp)": [[153, "dpnp.isinf"]], "isnan() (in module dpnp)": [[154, "dpnp.isnan"]], "isscalar() (in module dpnp)": [[155, "dpnp.isscalar"]], "issubdtype() (in module dpnp)": [[156, "dpnp.issubdtype"]], "issubsctype() (in module dpnp)": [[157, "dpnp.issubsctype"]], "kron() (in module dpnp)": [[158, "dpnp.kron"]], "left_shift() (in module dpnp)": [[159, "dpnp.left_shift"]], "less() (in module dpnp)": [[160, "dpnp.less"]], "less_equal() (in module dpnp)": [[161, "dpnp.less_equal"]], "cholesky() (in module dpnp.linalg)": [[162, "dpnp.linalg.cholesky"]], "cond() (in module dpnp.linalg)": [[163, "dpnp.linalg.cond"]], "det() (in module dpnp.linalg)": [[164, "dpnp.linalg.det"]], "eig() (in module dpnp.linalg)": [[165, "dpnp.linalg.eig"]], "eigh() (in module dpnp.linalg)": [[166, "dpnp.linalg.eigh"]], "eigvals() (in module dpnp.linalg)": [[167, "dpnp.linalg.eigvals"]], "eigvalsh() (in module dpnp.linalg)": [[168, "dpnp.linalg.eigvalsh"]], "inv() (in module dpnp.linalg)": [[169, "dpnp.linalg.inv"]], "matrix_power() (in module dpnp.linalg)": [[170, "dpnp.linalg.matrix_power"]], "matrix_rank() (in module dpnp.linalg)": [[171, "dpnp.linalg.matrix_rank"]], "multi_dot() (in module dpnp.linalg)": [[172, "dpnp.linalg.multi_dot"]], "norm() (in module dpnp.linalg)": [[173, "dpnp.linalg.norm"]], "pinv() (in module dpnp.linalg)": [[174, "dpnp.linalg.pinv"]], "qr() (in module dpnp.linalg)": [[175, "dpnp.linalg.qr"]], "slogdet() (in module dpnp.linalg)": [[176, "dpnp.linalg.slogdet"]], "solve() (in module dpnp.linalg)": [[177, "dpnp.linalg.solve"]], "svd() (in module dpnp.linalg)": [[178, "dpnp.linalg.svd"]], "tensorinv() (in module dpnp.linalg)": [[179, "dpnp.linalg.tensorinv"]], "tensorsolve() (in module dpnp.linalg)": [[180, "dpnp.linalg.tensorsolve"]], "linspace() (in module dpnp)": [[181, "dpnp.linspace"]], "loadtxt() (in module dpnp)": [[182, "dpnp.loadtxt"]], "log() (in module dpnp)": [[183, "dpnp.log"]], "log10() (in module dpnp)": [[184, "dpnp.log10"]], "log1p() (in module dpnp)": [[185, "dpnp.log1p"]], "log2() (in module dpnp)": [[186, "dpnp.log2"]], "logaddexp() (in module dpnp)": [[187, "dpnp.logaddexp"]], "logical_and() (in module dpnp)": [[188, "dpnp.logical_and"]], "logical_not() (in module dpnp)": [[189, "dpnp.logical_not"]], "logical_or() (in module dpnp)": [[190, "dpnp.logical_or"]], "logical_xor() (in module dpnp)": [[191, "dpnp.logical_xor"]], "logspace() (in module dpnp)": [[192, "dpnp.logspace"]], "logsumexp() (in module dpnp)": [[193, "dpnp.logsumexp"]], "matmul() (in module dpnp)": [[194, "dpnp.matmul"]], "max() (in module dpnp)": [[195, "dpnp.max"]], "maximum() (in module dpnp)": [[196, "dpnp.maximum"]], "mean() (in module dpnp)": [[197, "dpnp.mean"]], "median() (in module dpnp)": [[198, "dpnp.median"]], "meshgrid() (in module dpnp)": [[199, "dpnp.meshgrid"]], "mgrid (in module dpnp)": [[200, "dpnp.mgrid"]], "min() (in module dpnp)": [[201, "dpnp.min"]], "minimum() (in module dpnp)": [[202, "dpnp.minimum"]], "mod() (in module dpnp)": [[203, "dpnp.mod"]], "modf() (in module dpnp)": [[204, "dpnp.modf"]], "moveaxis() (in module dpnp)": [[205, "dpnp.moveaxis"]], "multiply() (in module dpnp)": [[206, "dpnp.multiply"]], "nanargmax() (in module dpnp)": [[207, "dpnp.nanargmax"]], "nanargmin() (in module dpnp)": [[208, "dpnp.nanargmin"]], "nancumprod() (in module dpnp)": [[209, "dpnp.nancumprod"]], "nancumsum() (in module dpnp)": [[210, "dpnp.nancumsum"]], "nanmax() (in module dpnp)": [[211, "dpnp.nanmax"]], "nanmean() (in module dpnp)": [[212, "dpnp.nanmean"]], "nanmin() (in module dpnp)": [[213, "dpnp.nanmin"]], "nanprod() (in module dpnp)": [[214, "dpnp.nanprod"]], "nanstd() (in module dpnp)": [[215, "dpnp.nanstd"]], "nansum() (in module dpnp)": [[216, "dpnp.nansum"]], "nanvar() (in module dpnp)": [[217, "dpnp.nanvar"]], "ndarray (in module dpnp)": [[218, "dpnp.ndarray"]], "t (dpnp.ndarray property)": [[219, "dpnp.ndarray.T"]], "__abs__() (dpnp.ndarray method)": [[220, "dpnp.ndarray.__abs__"]], "__add__() (dpnp.ndarray method)": [[221, "dpnp.ndarray.__add__"]], "__and__() (dpnp.ndarray method)": [[222, "dpnp.ndarray.__and__"]], "__complex__() (dpnp.ndarray method)": [[223, "dpnp.ndarray.__complex__"]], "__copy__() (dpnp.ndarray method)": [[224, "dpnp.ndarray.__copy__"]], "__eq__() (dpnp.ndarray method)": [[225, "dpnp.ndarray.__eq__"]], "__float__() (dpnp.ndarray method)": [[226, "dpnp.ndarray.__float__"]], "__floordiv__() (dpnp.ndarray method)": [[227, "dpnp.ndarray.__floordiv__"]], "__ge__() (dpnp.ndarray method)": [[228, "dpnp.ndarray.__ge__"]], "__getitem__() (dpnp.ndarray method)": [[229, 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"__rshift__() (dpnp.ndarray method)": [[258, "dpnp.ndarray.__rshift__"]], "__setitem__() (dpnp.ndarray method)": [[259, "dpnp.ndarray.__setitem__"]], "__str__() (dpnp.ndarray method)": [[260, "dpnp.ndarray.__str__"]], "__sub__() (dpnp.ndarray method)": [[261, "dpnp.ndarray.__sub__"]], "__truediv__() (dpnp.ndarray method)": [[262, "dpnp.ndarray.__truediv__"]], "__xor__() (dpnp.ndarray method)": [[263, "dpnp.ndarray.__xor__"]], "all() (dpnp.ndarray method)": [[264, "dpnp.ndarray.all"]], "any() (dpnp.ndarray method)": [[265, "dpnp.ndarray.any"]], "argmax() (dpnp.ndarray method)": [[266, "dpnp.ndarray.argmax"]], "argmin() (dpnp.ndarray method)": [[267, "dpnp.ndarray.argmin"]], "argsort() (dpnp.ndarray method)": [[268, "dpnp.ndarray.argsort"]], "astype() (dpnp.ndarray method)": [[269, "dpnp.ndarray.astype"]], "choose() (dpnp.ndarray method)": [[270, "dpnp.ndarray.choose"]], "clip() (dpnp.ndarray method)": [[271, "dpnp.ndarray.clip"]], "conj() (dpnp.ndarray method)": [[272, "dpnp.ndarray.conj"]], "conjugate() (dpnp.ndarray method)": [[273, "dpnp.ndarray.conjugate"]], "copy() (dpnp.ndarray method)": [[274, "dpnp.ndarray.copy"]], "cumsum() (dpnp.ndarray method)": [[275, "dpnp.ndarray.cumsum"]], "diagonal() (dpnp.ndarray method)": [[276, "dpnp.ndarray.diagonal"]], "dtype (dpnp.ndarray property)": [[277, "dpnp.ndarray.dtype"]], "fill() (dpnp.ndarray method)": [[278, "dpnp.ndarray.fill"]], "flags (dpnp.ndarray property)": [[279, "dpnp.ndarray.flags"]], "flat (dpnp.ndarray property)": [[280, "dpnp.ndarray.flat"]], "flatten() (dpnp.ndarray method)": [[281, "dpnp.ndarray.flatten"]], "imag (dpnp.ndarray property)": [[282, "dpnp.ndarray.imag"]], "item() (dpnp.ndarray method)": [[283, "dpnp.ndarray.item"]], "itemsize (dpnp.ndarray property)": [[284, "dpnp.ndarray.itemsize"]], "max() (dpnp.ndarray method)": [[285, "dpnp.ndarray.max"]], "mean() (dpnp.ndarray method)": [[286, "dpnp.ndarray.mean"]], "min() (dpnp.ndarray method)": [[287, "dpnp.ndarray.min"]], "nbytes (dpnp.ndarray property)": [[288, "dpnp.ndarray.nbytes"]], "ndim (dpnp.ndarray property)": [[289, "dpnp.ndarray.ndim"]], "nonzero() (dpnp.ndarray method)": [[290, "dpnp.ndarray.nonzero"]], "partition() (dpnp.ndarray method)": [[291, "dpnp.ndarray.partition"]], "prod() (dpnp.ndarray method)": [[292, "dpnp.ndarray.prod"]], "put() (dpnp.ndarray method)": [[293, "dpnp.ndarray.put"]], "ravel() (dpnp.ndarray method)": [[294, "dpnp.ndarray.ravel"]], "real (dpnp.ndarray property)": [[295, "dpnp.ndarray.real"]], "repeat() (dpnp.ndarray method)": [[296, "dpnp.ndarray.repeat"]], "reshape() (dpnp.ndarray method)": [[297, "dpnp.ndarray.reshape"]], "round() (dpnp.ndarray method)": [[298, "dpnp.ndarray.round"]], "searchsorted() (dpnp.ndarray method)": [[299, "dpnp.ndarray.searchsorted"]], "shape (dpnp.ndarray property)": [[300, "dpnp.ndarray.shape"]], "size (dpnp.ndarray property)": [[301, "dpnp.ndarray.size"]], "sort() (dpnp.ndarray method)": [[302, "dpnp.ndarray.sort"]], "squeeze() (dpnp.ndarray method)": [[303, "dpnp.ndarray.squeeze"]], "std() (dpnp.ndarray method)": [[304, "dpnp.ndarray.std"]], "strides (dpnp.ndarray property)": [[305, "dpnp.ndarray.strides"]], "sum() (dpnp.ndarray method)": [[306, "dpnp.ndarray.sum"]], "swapaxes() (dpnp.ndarray method)": [[307, "dpnp.ndarray.swapaxes"]], "take() (dpnp.ndarray method)": [[308, "dpnp.ndarray.take"]], "transpose() (dpnp.ndarray method)": [[309, "dpnp.ndarray.transpose"]], "var() (dpnp.ndarray method)": [[310, "dpnp.ndarray.var"]], "negative() (in module dpnp)": [[311, "dpnp.negative"]], "nonzero() (in module dpnp)": [[312, "dpnp.nonzero"]], "not_equal() (in module dpnp)": [[313, "dpnp.not_equal"]], "ogrid (in module dpnp)": [[314, "dpnp.ogrid"]], "ones() (in module dpnp)": [[315, "dpnp.ones"]], "ones_like() (in module dpnp)": [[316, "dpnp.ones_like"]], "outer() (in module dpnp)": [[317, "dpnp.outer"]], "partition() (in module dpnp)": [[318, "dpnp.partition"]], "place() (in module dpnp)": [[319, "dpnp.place"]], "positive() (in module dpnp)": [[320, "dpnp.positive"]], "power() (in module dpnp)": [[321, "dpnp.power"]], "prod() (in module dpnp)": [[322, "dpnp.prod"]], "proj() (in module dpnp)": [[323, "dpnp.proj"]], "ptp() (in module dpnp)": [[324, "dpnp.ptp"]], "put() (in module dpnp)": [[325, "dpnp.put"]], "put_along_axis() (in module dpnp)": [[326, "dpnp.put_along_axis"]], "putmask() (in module dpnp)": [[327, "dpnp.putmask"]], "rad2deg() (in module dpnp)": [[328, "dpnp.rad2deg"]], "radians() (in module dpnp)": [[329, "dpnp.radians"]], "randomstate (class in dpnp.random)": [[330, "dpnp.random.RandomState"]], "__eq__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__eq__"]], "__ge__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__ge__"]], "__gt__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__gt__"]], "__le__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__le__"]], "__lt__() (dpnp.random.randomstate method)": [[330, 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149, 150, 151, 152, 153, 154, 158, 159, 160, 161, 162, 163, 165, 167, 168, 169, 170, 171, 172, 173, 174, 175, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 274, 278, 282, 283, 291, 295, 302, 309, 311, 312, 313, 314, 315, 316, 317, 320, 322, 323, 324, 325, 326, 329, 355, 364, 377, 378, 379, 381, 382, 383, 384, 387, 388, 389, 390, 391, 392, 393, 394, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 417, 418, 419, 420, 423, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436], "class": [3, 83, 85, 86, 120, 130, 131, 132, 134, 148, 182, 330, 358, 419, 448], "compat": [3, 28, 29, 40, 44, 83, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 269, 382, 385, 406, 408, 431, 448], "altern": [3, 4, 72, 82, 83, 194, 197, 210, 212, 215, 216, 217, 309, 406, 408, 431], "abov": [3, 75, 78, 148, 175, 193, 216, 382, 408, 419, 420, 423], "instanc": [3, 20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 194, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 75, 76, 78, 83, 85, 89, 90, 98, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 274, 314, 315, 316, 326, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444, 448], "ident": [3, 6, 85, 177, 369], "one": [3, 4, 30, 32, 37, 41, 42, 43, 44, 56, 61, 64, 65, 83, 85, 89, 91, 95, 98, 100, 102, 105, 106, 110, 111, 114, 116, 122, 123, 131, 135, 143, 145, 148, 167, 170, 173, 183, 184, 186, 199, 200, 209, 274, 281, 284, 312, 314, 316, 349, 390, 401, 404, 405, 414, 421, 424, 435, 444], "kei": [3, 30, 83, 85, 120, 229, 259, 401], "differ": [3, 20, 32, 34, 35, 36, 38, 44, 62, 72, 75, 78, 80, 83, 85, 86, 89, 90, 98, 119, 122, 123, 130, 131, 132, 133, 135, 136, 137, 139, 145, 168, 181, 182, 192, 193, 194, 200, 216, 274, 314, 315, 316, 321, 382, 407, 408, 419, 430, 435, 436, 448], "from": [3, 28, 29, 30, 34, 35, 50, 52, 55, 58, 64, 73, 74, 83, 84, 85, 94, 97, 121, 129, 130, 131, 132, 133, 134, 143, 145, 165, 167, 168, 171, 172, 182, 193, 199, 216, 260, 270, 274, 303, 308, 326, 328, 329, 330, 331, 332, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 355, 356, 357, 358, 359, 361, 362, 364, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 382, 385, 386, 392, 394, 395, 403, 404, 405, 408, 410, 411, 429, 430, 433, 434, 448], "memori": [3, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 81, 83, 85, 89, 90, 91, 93, 94, 96, 98, 124, 125, 135, 136, 140, 141, 144, 147, 150, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 196, 199, 202, 206, 279, 281, 305, 311, 313, 315, 316, 320, 323, 381, 383, 385, 387, 388, 393, 397, 398, 399, 400, 402, 403, 407, 412, 413, 426, 427, 435, 436, 437], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 197, 200, 212, 215, 217, 269, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 404, 406, 419, 430, 431, 435, 436], "default": [3, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 65, 66, 67, 69, 70, 72, 75, 78, 79, 80, 81, 83, 85, 86, 89, 90, 91, 93, 94, 96, 98, 100, 106, 118, 121, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 140, 141, 143, 144, 145, 147, 148, 150, 152, 153, 154, 159, 160, 161, 162, 163, 166, 168, 171, 173, 174, 175, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 206, 207, 208, 210, 211, 212, 213, 214, 215, 216, 217, 269, 274, 281, 311, 313, 314, 315, 316, 318, 320, 321, 322, 323, 325, 330, 334, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 368, 369, 371, 374, 379, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 395, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 410, 412, 413, 414, 416, 417, 419, 420, 421, 423, 424, 426, 427, 430, 431, 433, 435, 436, 444], "which": [3, 4, 28, 29, 30, 34, 35, 40, 44, 50, 58, 64, 72, 78, 80, 82, 83, 85, 95, 119, 121, 132, 133, 137, 143, 152, 153, 154, 162, 165, 171, 173, 180, 192, 193, 194, 195, 197, 201, 207, 208, 210, 211, 212, 213, 214, 215, 216, 217, 269, 312, 322, 325, 382, 384, 389, 401, 404, 405, 406, 408, 417, 419, 420, 421, 423, 424, 427, 431, 434, 444], "system": [3, 4, 177], "integr": [3, 4, 44, 83, 197, 204, 212, 215, 217, 302, 321, 406, 408, 418, 431], "discret": [3, 61, 65, 72, 80, 86, 100, 101, 102, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 139, 330, 437], "otherwis": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 79, 80, 81, 83, 85, 86, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 144, 145, 149, 150, 151, 152, 153, 154, 159, 160, 161, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 269, 281, 297, 311, 313, 315, 316, 317, 319, 320, 321, 322, 323, 325, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 367, 370, 371, 372, 373, 374, 375, 376, 377, 378, 381, 382, 383, 385, 387, 388, 393, 394, 397, 398, 399, 400, 401, 402, 403, 404, 406, 407, 408, 410, 412, 413, 418, 426, 427, 431, 434, 435, 436], "host": [3, 4, 20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "do": [3, 4, 85, 332, 390], "have": [3, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 33, 41, 42, 43, 44, 46, 47, 48, 49, 51, 53, 54, 57, 58, 59, 60, 63, 66, 67, 70, 72, 81, 82, 84, 85, 91, 93, 94, 96, 119, 124, 125, 140, 141, 143, 144, 147, 150, 152, 153, 154, 159, 160, 161, 172, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 201, 202, 206, 207, 208, 210, 211, 212, 213, 215, 216, 217, 311, 313, 320, 321, 323, 349, 380, 381, 382, 383, 387, 388, 391, 392, 393, 397, 398, 399, 400, 402, 403, 405, 406, 407, 408, 412, 413, 415, 426, 427, 431, 433, 444], "most": [3, 4, 80, 85, 404], "manipul": [3, 76, 437, 448], "ar": [3, 4, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 74, 79, 80, 81, 82, 83, 85, 86, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 121, 122, 123, 124, 125, 126, 127, 128, 132, 137, 139, 140, 141, 144, 149, 150, 151, 152, 153, 154, 159, 160, 161, 162, 165, 166, 167, 168, 170, 171, 172, 173, 174, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 269, 290, 291, 311, 312, 313, 317, 318, 319, 320, 321, 322, 323, 325, 326, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 362, 364, 370, 372, 373, 374, 375, 376, 377, 378, 379, 381, 382, 383, 387, 389, 392, 393, 394, 395, 397, 398, 399, 401, 402, 403, 405, 406, 407, 408, 410, 412, 413, 414, 416, 418, 422, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 444], "done": [3, 40, 83, 180, 269], "wai": [3, 4, 83, 131, 291, 414], "see": [3, 31, 85, 129, 347, 391, 421, 422, 424, 425, 444], "complet": [3, 4, 131, 132, 175, 390, 444], "list": [3, 6, 9, 32, 34, 35, 36, 38, 41, 42, 43, 50, 58, 62, 75, 78, 83, 84, 85, 135, 136, 137, 143, 181, 182, 192, 194, 309, 386, 392, 395, 405, 414, 417, 430, 433, 434], "support": [3, 9, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 37, 38, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 74, 79, 81, 83, 85, 86, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 139, 140, 141, 144, 145, 150, 151, 152, 153, 154, 159, 160, 161, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 269, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 348, 349, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 370, 371, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 393, 395, 397, 398, 399, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436, 452], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 75, 78, 80, 83, 84, 86, 121, 122, 123, 126, 127, 132, 137, 139, 143, 148, 173, 175, 179, 180, 181, 192, 193, 195, 196, 197, 198, 199, 201, 202, 207, 208, 209, 210, 211, 212, 213, 215, 216, 217, 266, 267, 268, 275, 285, 287, 292, 293, 304, 306, 308, 310, 324, 325, 326, 382, 384, 389, 390, 392, 401, 405, 406, 408, 410, 411, 414, 415, 416, 418, 421, 424, 431, 433, 444], "limit": [3, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 59, 60, 62, 63, 65, 66, 67, 68, 69, 71, 74, 79, 81, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 139, 140, 141, 144, 145, 146, 150, 151, 152, 153, 154, 159, 160, 161, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 196, 197, 198, 201, 202, 203, 204, 206, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 269, 271, 311, 313, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 327, 329, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 347, 348, 349, 352, 353, 355, 356, 358, 361, 364, 366, 367, 368, 369, 370, 372, 373, 374, 375, 376, 377, 378, 381, 383, 385, 387, 388, 393, 395, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 416, 418, 426, 427, 429, 431, 435, 436], "To": 4, "program": [4, 124], "beyond": [4, 389], "cpu": [4, 14, 15, 19, 20, 32, 34, 35, 36, 38, 62, 65, 69, 71, 75, 78, 79, 86, 87, 88, 89, 90, 92, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 126, 127, 128, 130, 131, 132, 133, 135, 136, 137, 139, 145, 151, 181, 182, 192, 198, 200, 203, 204, 209, 214, 314, 315, 316, 317, 319, 325, 410, 418, 419, 430, 435, 436], "you": [4, 411, 444], "need": [4, 138, 411, 434], "appropri": [4, 28, 29, 138, 180, 193, 195, 201, 207, 208, 211, 213, 330, 358, 361, 382, 444], "hardwar": 4, "work": [4, 31, 39, 73, 203, 328, 411, 444], "fine": 4, "laptop": 4, "graphic": 4, "In": [4, 28, 29, 72, 162, 167, 172, 175, 192, 193, 210, 212, 216, 325, 330, 374, 382, 385, 408, 410, 427], "major": [4, 34, 35, 36, 38, 39, 40, 83, 269, 281, 312, 379], "case": [4, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 75, 78, 80, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 165, 175, 178, 181, 182, 192, 193, 200, 210, 214, 216, 314, 315, 316, 322, 382, 385, 408, 414, 419, 430, 435, 436], "your": 4, "window": 4, "alreadi": [4, 35, 41, 42, 43], "ha": [4, 11, 12, 18, 30, 44, 53, 54, 59, 60, 72, 85, 95, 105, 110, 124, 132, 143, 147, 167, 176, 178, 193, 197, 210, 212, 215, 216, 217, 323, 325, 380, 381, 382, 384, 390, 404, 405, 406, 408, 409, 415, 431, 444], "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 80, 83, 84, 85, 93, 94, 96, 98, 121, 122, 123, 130, 131, 133, 137, 143, 145, 162, 171, 174, 181, 192, 207, 208, 211, 213, 216, 269, 272, 278, 291, 332, 389, 392, 404, 433, 444], "necessari": [4, 20, 32, 34, 35, 36, 38, 41, 64, 72, 137, 181, 192, 194, 197, 210, 212, 215, 216, 217, 385, 406, 408, 431], "But": [4, 85], "want": [4, 411], "up": [4, 85, 123], "date": 4, "alwai": [4, 30, 34, 40, 83, 166, 168, 215, 217, 269, 312, 385, 406, 431], "updat": 4, "latest": [4, 129], "follow": [4, 44, 85, 95, 119, 146, 166, 168, 174, 414, 444, 448], "instruct": 4, "step": [4, 20, 137, 181, 192], "8": [4, 13, 15, 41, 53, 56, 64, 70, 75, 76, 80, 83, 85, 121, 137, 147, 151, 164, 173, 176, 178, 179, 181, 192, 209, 312, 321, 322, 324, 330, 354, 373, 389, 393, 399, 410, 414, 418, 420, 423, 430, 434], "9": [4, 13, 41, 56, 64, 70, 72, 75, 76, 81, 83, 89, 99, 125, 133, 137, 165, 173, 174, 175, 178, 192, 206, 283, 312, 324, 330, 332, 334, 354, 389, 402, 407, 414, 420, 423, 426, 430, 434], "If": [4, 11, 12, 15, 20, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 56, 58, 70, 72, 75, 80, 82, 83, 85, 95, 98, 119, 121, 134, 137, 143, 147, 148, 149, 162, 170, 171, 172, 173, 174, 175, 178, 180, 181, 182, 192, 193, 195, 197, 199, 201, 207, 208, 210, 211, 212, 213, 215, 216, 217, 269, 300, 302, 326, 330, 352, 374, 380, 382, 385, 389, 391, 392, 394, 401, 404, 405, 406, 408, 409, 411, 414, 415, 417, 430, 431, 432, 433, 444], "yet": [4, 6], "easiest": 4, "It": [4, 28, 29, 56, 72, 82, 166, 168, 193, 194, 195, 197, 201, 207, 208, 210, 211, 212, 213, 215, 216, 217, 382, 406, 408, 431], "essenti": 4, "machin": [4, 119, 146], "optim": [4, 88], "includ": [4, 20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 62, 75, 78, 135, 136, 137, 138, 174, 181, 192, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 330, 374, 382, 406, 408, 430, 431], "anoth": [4, 64, 83, 129, 274, 293, 325, 390], "vendor": 4, "too": [4, 434], "manual": [4, 85, 415], "shown": 4, "next": [4, 119], "section": [4, 85, 444], "recommend": [4, 312, 415], "us": [4, 13, 20, 32, 34, 35, 36, 37, 38, 39, 40, 46, 47, 48, 49, 52, 56, 58, 62, 70, 72, 75, 76, 78, 81, 83, 85, 89, 90, 91, 95, 98, 124, 125, 130, 131, 132, 133, 134, 135, 136, 137, 138, 140, 141, 145, 148, 149, 150, 159, 160, 161, 162, 163, 166, 167, 168, 171, 172, 173, 174, 181, 182, 188, 190, 192, 193, 194, 197, 199, 200, 206, 210, 212, 215, 216, 217, 224, 269, 274, 311, 312, 313, 314, 315, 316, 320, 321, 326, 330, 333, 335, 336, 346, 351, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 371, 374, 379, 382, 383, 384, 385, 387, 389, 394, 397, 406, 407, 408, 410, 411, 414, 415, 418, 419, 424, 426, 430, 431, 434, 435, 436, 444], "org": 4, "channel": 4, "command": 4, "forg": 4, "pip": 4, "http": [4, 129], "pypi": 4, "simpl": [4, 191, 448], "These": [4, 85, 95, 205, 444, 448], "its": [4, 6, 11, 12, 15, 30, 44, 75, 83, 100, 106, 119, 145, 165, 166, 167, 168, 172, 174, 180, 197, 212, 215, 217, 309, 367, 379, 382, 385, 401, 406, 417, 419, 431, 444], "depend": [4, 166, 175, 177, 178, 181, 395, 434], "control": [4, 40, 52, 58, 64, 83, 143, 194, 269, 392, 405, 433], "requir": [4, 6, 32, 36, 38, 40, 83, 85, 148, 269], "compil": [4, 85, 138], "runtim": 4, "onemkl": [4, 165, 167], "befor": [4, 30, 58, 83, 122, 123, 180, 193, 215, 216, 217, 291, 302, 382, 389, 390, 401, 406, 408, 415, 431, 432], "strongli": [4, 415], "advis": 4, "version": [4, 83, 85, 280, 312], "activ": 4, "local": 4, "environ": 4, "env": 4, "And": [4, 39, 40, 76, 83, 269], "sourc": [4, 6, 14, 15, 16, 17, 19, 20, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 50, 51, 52, 55, 56, 57, 58, 61, 62, 64, 65, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 86, 87, 88, 89, 90, 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298, 299, 301, 304, 305, 308, 310, 311, 312, 313, 319, 320, 321, 322, 323, 325, 327, 379, 380, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 406, 407, 408, 410, 412, 413, 414, 415, 420, 423, 426, 427, 428, 431, 434, 444, 448], "asarrai": [4, 6, 34, 36, 38, 39], "same": [4, 11, 12, 15, 30, 31, 33, 36, 38, 39, 40, 44, 47, 51, 53, 54, 57, 58, 59, 60, 72, 73, 80, 82, 83, 84, 90, 95, 97, 124, 126, 127, 128, 129, 136, 143, 147, 149, 150, 158, 167, 170, 175, 195, 197, 201, 203, 210, 211, 212, 213, 215, 216, 217, 269, 297, 309, 316, 317, 323, 325, 326, 328, 330, 352, 358, 374, 379, 380, 384, 389, 390, 392, 394, 401, 404, 405, 406, 408, 411, 414, 420, 422, 423, 425, 431, 432, 433, 436], "shape": [4, 6, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 36, 40, 43, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 63, 65, 66, 67, 69, 72, 76, 80, 81, 82, 83, 84, 85, 89, 90, 91, 93, 94, 95, 96, 97, 121, 124, 125, 132, 135, 136, 140, 141, 143, 144, 147, 148, 149, 150, 152, 153, 154, 158, 159, 160, 161, 164, 169, 170, 171, 172, 175, 176, 177, 178, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 199, 200, 201, 202, 205, 206, 207, 208, 210, 211, 212, 213, 215, 216, 217, 269, 297, 303, 309, 311, 313, 314, 315, 316, 320, 321, 323, 325, 326, 330, 339, 342, 347, 348, 353, 357, 358, 359, 360, 361, 362, 363, 365, 370, 371, 377, 379, 381, 382, 383, 384, 385, 387, 388, 389, 390, 391, 392, 393, 394, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 412, 413, 414, 415, 417, 419, 420, 423, 424, 426, 427, 431, 433, 434, 435, 436, 437, 448], "expect": [4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 59, 60, 63, 66, 67, 72, 81, 82, 85, 91, 93, 94, 96, 124, 125, 140, 141, 144, 147, 150, 152, 153, 154, 159, 160, 161, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 196, 197, 202, 206, 210, 212, 215, 216, 217, 311, 313, 320, 321, 323, 380, 381, 382, 383, 387, 388, 391, 393, 397, 398, 399, 400, 402, 403, 406, 407, 408, 412, 413, 426, 427, 431], "comput": [4, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 59, 60, 66, 67, 72, 80, 93, 94, 95, 96, 99, 100, 101, 102, 103, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 124, 142, 147, 148, 150, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 175, 176, 178, 179, 180, 183, 184, 185, 186, 188, 189, 190, 191, 193, 194, 195, 197, 198, 201, 203, 210, 211, 212, 213, 215, 216, 217, 311, 320, 323, 380, 381, 382, 383, 388, 391, 393, 397, 398, 399, 400, 402, 403, 406, 408, 412, 413, 414, 431], "empti": [4, 6, 32, 83, 90, 131, 135, 136, 216, 278, 315, 316, 435, 436], "try": 4, "except": [4, 11, 12, 13, 15, 20, 21, 22, 23, 24, 25, 26, 27, 30, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 66, 67, 68, 80, 81, 82, 83, 89, 90, 91, 93, 94, 96, 98, 100, 106, 114, 124, 125, 130, 131, 132, 133, 134, 135, 136, 140, 141, 143, 144, 145, 150, 152, 153, 154, 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397, 404, 405, 419, 421, 424, 433], "exp": [6, 94, 96, 176, 185, 187, 193], "exp2": [6, 93, 96], "expand_dim": [6, 28, 29], "expm1": [6, 93, 94, 185], "extract": [6, 75, 78, 148], "ey": [6, 59, 60, 68, 83, 126, 127, 145, 149, 158, 169, 170, 171, 179, 180, 191, 196, 202, 396], "fab": [6, 11, 12], "fastcopyandtranspos": 6, "fill_diagon": 6, "find_common_typ": 6, "fix": [6, 85, 325], "flatnonzero": [6, 312], "flip": [6, 47, 122, 123, 150, 332], "fliplr": [6, 121, 123], "flipud": [6, 121, 122], "float_pow": 6, "floor": [6, 31, 54, 125, 383, 388, 391, 427], "floor_divid": [6, 128, 203, 383], "fmax": [6, 127, 195, 196, 202, 211, 321], "fmin": [6, 126, 196, 201, 202, 213, 321], "fmod": [6, 126, 127, 203, 321, 383], "format_float_posit": 6, "format_float_scientif": 6, "frexp": 6, "from_dlpack": 6, "frombuff": [6, 131, 133, 134, 182], "fromfil": [6, 130, 133, 134], "fromfunct": [6, 34, 35], "fromit": [6, 34, 35, 130, 131, 134], "frompyfunc": 6, "fromregex": [6, 182], "fromstr": [6, 130, 131, 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269, 275, 287, 292, 293, 298, 304, 306, 310, 312, 315, 316, 322, 324, 325, 330, 335, 357, 374, 382, 384, 388, 389, 390, 392, 394, 406, 408, 414, 415, 418, 419, 431, 433, 435, 436, 444], "evalu": [14, 15, 19, 83, 87, 88, 91, 180, 199, 264, 265, 317, 414], "logic": [14, 19, 188, 189, 190, 191, 437, 448], "AND": [14, 46, 47, 48, 49, 150, 188, 189, 190, 191], "reduct": [14, 19], "either": [14, 15, 19, 38, 44, 68, 85, 97, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 126, 127, 128, 149, 151, 166, 168, 173, 175, 193, 203, 207, 208, 211, 213, 214, 216, 317, 319, 322, 325, 366, 382, 394, 408, 410, 411], "tensor": [14, 15, 19, 37, 68, 83, 97, 126, 127, 128, 179, 180, 203, 207, 208, 211, 213, 214, 317, 319, 322, 324, 325, 410, 414], "sequenti": [14, 15, 19, 65, 69, 71, 79, 86, 87, 88, 92, 97, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 126, 127, 128, 139, 151, 198, 203, 204, 209, 214, 317, 319, 325, 410, 418], "method": [14, 16, 17, 19, 30, 40, 62, 82, 83, 85, 120, 129, 131, 171, 174, 178, 269, 274, 297, 312, 330, 385, 396, 408, 417, 437], "Not": [14, 19, 152, 209, 210, 211, 213, 214, 216, 322], "number": [14, 18, 19, 20, 31, 44, 45, 50, 51, 68, 78, 80, 83, 85, 95, 98, 119, 125, 130, 131, 133, 134, 137, 145, 146, 152, 163, 169, 171, 175, 176, 178, 179, 180, 181, 192, 209, 210, 211, 213, 214, 215, 216, 217, 289, 298, 300, 301, 312, 322, 323, 330, 332, 342, 366, 383, 384, 388, 389, 390, 391, 398, 406, 409, 415, 417, 419, 427, 430, 431, 448], "becaus": [14, 19], "x3": [14, 19], "rtol": [15, 151], "1e": [15, 96, 151, 165, 174, 184, 185, 187, 348], "05": [15, 151], "atol": [15, 151], "08": [15, 66, 151, 348, 399], "two": [15, 33, 41, 42, 46, 47, 48, 49, 61, 65, 70, 78, 80, 82, 83, 85, 87, 88, 95, 149, 150, 151, 158, 166, 172, 177, 188, 190, 191, 194, 195, 196, 201, 202, 205, 211, 213, 291, 307, 317, 330, 359, 409, 414, 421, 424, 432], "within": [15, 20, 33, 40, 83, 151, 269, 325, 330, 374], "toler": [15, 33, 151], "boolean": [15, 46, 47, 48, 49, 64, 85, 148, 150, 151, 152, 153, 154, 188, 190, 197, 212, 214, 215, 217, 312, 385, 406, 410, 431], "dim": 15, "scalar": [15, 32, 34, 35, 36, 37, 38, 52, 53, 54, 62, 64, 70, 75, 78, 80, 82, 83, 85, 124, 126, 127, 128, 135, 136, 137, 144, 149, 155, 158, 177, 181, 192, 194, 199, 203, 278, 283, 317, 326, 330, 331, 332, 334, 337, 338, 339, 340, 341, 342, 343, 344, 345, 349, 352, 353, 355, 356, 358, 361, 364, 366, 370, 372, 373, 374, 375, 376, 377, 378, 394, 414, 427, 430, 432, 434, 444], "both": [15, 44, 56, 70, 82, 126, 127, 128, 149, 158, 173, 194, 203, 216, 317, 414, 432, 434], "typeerror": [15, 44, 64, 68, 100, 106, 114], "integ": [15, 20, 31, 44, 46, 47, 48, 49, 51, 53, 54, 72, 83, 85, 124, 125, 146, 150, 151, 159, 170, 173, 179, 193, 195, 197, 201, 210, 211, 212, 213, 215, 216, 217, 302, 325, 330, 358, 361, 366, 382, 383, 385, 387, 388, 391, 394, 403, 406, 408, 410, 414, 427, 431, 444], "1e10": [15, 151], "00001e10": [15, 151], "initi": [16, 17, 83, 89, 134, 195, 201, 211, 213, 214, 216, 285, 287, 292, 306, 322, 330, 408], "alia": [16, 17, 81, 119, 218, 330, 360, 363, 365, 392, 426, 433], "deg": [18, 329], "phase": [18, 429], "call": [18, 28, 29, 30, 36, 38, 85, 132, 165, 167, 172, 224, 312, 404, 415], "x_i": [18, 21, 22, 23, 24, 25, 27, 47, 53, 54, 59, 60, 66, 67, 93, 94, 96, 124, 147, 150, 184, 186, 189, 311, 320, 323, 380, 381, 391, 393, 397, 398, 399, 400, 402, 403, 412, 413, 427], "although": [18, 85, 415], "undefin": [18, 83, 291], "arc": [18, 25], "tangent": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "quadrant": [18, 25], "correctli": [18, 25, 173, 312], "trigonometr": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413, 448], "invers": [18, 21, 22, 23, 24, 25, 26, 27, 66, 67, 94, 95, 96, 106, 107, 108, 109, 110, 111, 112, 113, 169, 174, 179, 180, 185, 376, 399, 400, 412, 413], "0j": [18, 82, 83, 194, 282, 295, 397], "57079633": [18, 26, 329, 429], "78539816": [18, 25, 26, 429], "mai": [18, 40, 52, 56, 58, 64, 72, 83, 85, 95, 143, 163, 165, 166, 173, 175, 192, 194, 212, 215, 217, 269, 326, 392, 405, 415, 433, 444], "vari": [18, 132, 148, 163, 165, 166, 173, 212, 215, 217], "90": [18, 74, 434], "45": [18, 26], "OR": [19, 46, 47, 48, 49, 150, 188, 189, 190, 191], "stop": [20, 137, 181, 192], "like": [20, 32, 34, 35, 36, 38, 40, 41, 42, 43, 57, 83, 84, 89, 98, 130, 131, 132, 133, 134, 135, 137, 145, 181, 182, 192, 269, 315, 330, 374, 385, 435, 448], "usm_typ": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "sycl_queu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "evenli": [20, 137, 181, 192, 388], "interv": [20, 21, 23, 25, 95, 137, 181, 192, 330, 358, 360, 362, 363, 365, 373, 374, 409], "end": [20, 85, 137, 181, 192], "doe": [20, 52, 175, 210], "some": [20, 85, 95, 97, 124, 149, 434, 444], "off": [20, 165], "affect": 20, "length": [20, 44, 72, 80, 83, 91, 134, 137, 143, 165, 178, 192, 199, 210, 300, 333, 385, 386, 392, 394, 396, 404, 414, 415, 433], "between": [20, 52, 80, 86, 119, 131, 134, 149, 181, 192, 347, 361, 407, 429], "specifi": [20, 30, 31, 32, 34, 35, 36, 38, 44, 51, 52, 58, 62, 72, 75, 78, 79, 83, 89, 90, 98, 121, 130, 131, 132, 133, 135, 136, 137, 145, 166, 168, 173, 179, 180, 181, 182, 192, 193, 197, 198, 200, 210, 212, 214, 215, 216, 217, 268, 276, 314, 315, 316, 321, 322, 330, 343, 353, 371, 379, 382, 389, 390, 391, 405, 406, 408, 414, 417, 419, 430, 431, 435, 436], "desir": [20, 32, 34, 35, 36, 38, 39, 51, 89, 90, 98, 135, 136, 137, 145, 181, 192, 315, 316, 390, 415, 419, 435, 436], "repres": [20, 32, 34, 35, 36, 37, 38, 44, 83, 85, 129, 132, 137, 148, 176, 181, 192, 199, 217, 300, 330, 444], "consid": [20, 32, 34, 35, 36, 38, 88, 137, 152, 166, 168, 171, 181, 192, 194, 330, 358], "capabl": [20, 32, 34, 35, 36, 38, 44, 137, 181, 192, 194], "when": [20, 32, 34, 35, 36, 38, 39, 40, 44, 62, 64, 83, 85, 137, 165, 173, 175, 181, 192, 194, 210, 211, 213, 269, 390, 410, 414, 434], "string": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 85, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "sycldevic": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "syclqueu": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "concept": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "oneapi": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "filter": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "selector": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "non": [20, 28, 29, 32, 34, 35, 36, 37, 38, 44, 45, 62, 68, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 152, 181, 182, 192, 195, 200, 201, 207, 208, 211, 213, 215, 217, 290, 312, 314, 315, 316, 321, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 402, 414, 419, 430, 434, 435, 436], "object": [20, 32, 34, 35, 36, 37, 38, 39, 62, 75, 78, 83, 85, 89, 90, 95, 98, 119, 120, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 163, 166, 173, 181, 182, 192, 200, 297, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 385, 419, 430, 435, 436, 444], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 119, 129, 130, 131, 132, 133, 134, 135, 136, 137, 145, 146, 148, 181, 182, 192, 200, 218, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 420, 423, 430, 435, 436, 437], "properti": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 83, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 166, 168, 175, 181, 182, 192, 200, 219, 277, 279, 280, 282, 284, 288, 289, 295, 300, 301, 305, 309, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436, 444], "share": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 419, 430, 435, 436], "usm": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 371, 374, 404, 419, 430, 435, 436], "queue": [20, 32, 34, 35, 36, 37, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 134, 135, 136, 137, 145, 148, 181, 182, 192, 200, 314, 315, 316, 330, 352, 357, 358, 359, 360, 361, 362, 363, 365, 366, 371, 374, 419, 430, 435, 436], "onli": [20, 28, 29, 30, 32, 34, 35, 36, 38, 40, 41, 44, 56, 62, 65, 69, 79, 83, 85, 86, 89, 90, 98, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 130, 131, 132, 133, 134, 135, 136, 137, 148, 162, 166, 168, 175, 178, 181, 182, 192, 194, 195, 197, 198, 201, 207, 208, 211, 212, 213, 214, 215, 217, 269, 302, 315, 316, 318, 320, 322, 325, 330, 352, 358, 374, 385, 395, 401, 406, 408, 410, 411, 416, 431, 434, 435, 436, 444], "care": [20, 165], "handl": [20, 85, 182, 312, 410, 448], "endpoint": [20, 137, 181, 192], "level_zero": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 200, 314, 315, 316, 419, 430, 435, 436], "opencl": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 200, 314, 315, 316, 419, 430, 435, 436], "z": [20, 32, 34, 35, 36, 38, 62, 75, 78, 89, 90, 98, 130, 131, 132, 133, 135, 136, 137, 145, 181, 182, 192, 199, 200, 314, 315, 316, 340, 419, 430, 435, 436], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "close": [21, 23, 25, 39, 40, 83, 95, 181, 269, 330, 358], "sine": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413], "hyperbol": [21, 22, 23, 24, 25, 26, 27, 66, 67, 399, 400, 412, 413, 448], "14159265": [21, 26], "65745445": 22, "99322285": 22, "5707963267948966": 23, "72538256": 24, "99822295": 24, "quotient": [26, 203], "express": [26, 87, 88, 182], "180": 26, "135": 26, "54930614": 27, "search": [28, 29, 207, 208, 437, 448], "index": [28, 29, 30, 55, 83, 85, 98, 148, 199, 207, 208, 270, 305, 312, 325, 326, 379, 385, 394, 410, 411, 434, 437, 448], "should": [28, 29, 40, 82, 83, 131, 138, 151, 170, 193, 194, 195, 201, 205, 207, 208, 211, 213, 269, 299, 347, 382, 385, 394, 414, 444], "reduc": [28, 29, 44, 175, 178, 193, 195, 197, 199, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 406, 408, 431], "ax": [28, 29, 44, 80, 82, 83, 95, 101, 103, 104, 107, 108, 109, 112, 113, 115, 117, 121, 149, 173, 177, 179, 180, 193, 194, 195, 197, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 300, 307, 309, 382, 389, 390, 404, 406, 408, 409, 414, 415, 417, 431], "dimens": [28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 76, 80, 83, 85, 95, 122, 123, 143, 148, 149, 171, 173, 175, 193, 195, 197, 199, 200, 201, 205, 207, 208, 211, 212, 213, 215, 216, 217, 281, 289, 300, 312, 314, 326, 330, 360, 362, 363, 365, 382, 385, 396, 404, 405, 406, 408, 409, 411, 415, 421, 422, 424, 425, 431, 444, 448], "singleton": [28, 29, 44, 95, 193, 195, 197, 201, 207, 208, 211, 212, 213, 215, 216, 217, 382, 404, 406, 408, 431], "accordingli": [28, 29, 195, 201, 207, 208, 211, 213], "occurr": [28, 29, 45, 207, 208], "igonr": [28, 29, 207, 208], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 73, 74, 75, 78, 85, 95, 135, 136, 137, 181, 192, 328, 329, 429, 430], "flat": [28, 29, 83, 120, 281, 384], "tupl": [28, 29, 32, 34, 35, 36, 38, 44, 51, 62, 75, 76, 78, 83, 85, 95, 121, 132, 135, 136, 137, 148, 158, 173, 175, 180, 181, 192, 193, 194, 195, 197, 199, 200, 201, 211, 212, 213, 215, 216, 217, 300, 309, 312, 314, 382, 385, 389, 396, 404, 406, 408, 415, 417, 421, 424, 430, 431, 444], "appli": [28, 29, 30, 44, 52, 386, 414], "index_arrai": [28, 29, 30], "multipl": [28, 29, 30, 44, 58, 70, 85, 143, 165, 166, 167, 168, 169, 172, 193, 195, 197, 201, 206, 211, 212, 213, 215, 216, 217, 382, 392, 401, 405, 406, 408, 431, 433, 437], "11": [28, 29, 44, 67, 76, 83, 139, 173, 297, 349, 358, 391, 394, 400, 420, 423, 434], "12": [28, 29, 43, 70, 76, 85, 147, 192, 322, 324, 354, 394, 420, 423, 434], "13": [28, 29, 47, 76, 82, 85, 150, 194, 394], "14": [28, 29, 46, 47, 76, 82, 149, 150, 394, 414], "24": [28, 29, 70, 71, 86, 149, 158, 179, 322, 414], "re": [28, 29, 45, 142, 389, 428], "set": [28, 29, 32, 40, 55, 76, 78, 83, 85, 89, 135, 145, 148, 171, 173, 174, 181, 259, 269, 270, 280, 315, 316, 397, 398, 435, 436, 444], "kind": [30, 40, 52, 58, 64, 83, 85, 119, 143, 172, 194, 268, 269, 291, 302, 318, 392, 401, 405, 433, 448], "would": [30, 58, 83, 85, 132, 148, 172, 194, 291, 330, 401, 405, 411, 417], "last": [30, 70, 80, 121, 137, 149, 172, 181, 192, 194, 379, 385, 389, 394, 401, 404, 414], "stabl": [30, 401], "unlik": [30, 83, 297, 401], "other": [30, 40, 50, 51, 80, 83, 85, 124, 132, 145, 165, 167, 172, 205, 221, 222, 225, 227, 228, 230, 231, 232, 233, 234, 235, 236, 239, 240, 241, 242, 243, 244, 245, 247, 248, 249, 250, 251, 254, 256, 258, 261, 262, 263, 269, 330, 374, 390, 401, 437, 448], "accept": [30, 330, 401], "yield": [30, 312, 330, 434, 444], "gener": [30, 44, 85, 137, 165, 166, 167, 168, 174, 175, 182, 192, 330, 332, 335, 366, 430, 444, 448], "irrespect": 30, "axiserror": [30, 401], "indirect": [30, 401], "partial": [30, 401], "ind": [30, 179, 421, 424], "decim": [31, 83, 119, 298, 388, 391], "left": [31, 83, 122, 123, 159, 167, 173, 299, 373, 387, 391, 394, 430], "detail": [31, 129, 391, 421, 422, 424, 425, 444], "nearest": [31, 125, 383, 388, 391, 427], "truncat": [31, 54, 124, 368, 388, 391, 427], "ndmin": 32, "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 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[[244, "dpnp-ndarray-ixor"]], "dpnp.ndarray.__le__": [[245, "dpnp-ndarray-le"]], "dpnp.ndarray.__len__": [[246, "dpnp-ndarray-len"]], "dpnp.ndarray.__lshift__": [[247, "dpnp-ndarray-lshift"]], "dpnp.ndarray.__lt__": [[248, "dpnp-ndarray-lt"]], "dpnp.ndarray.__mod__": [[249, "dpnp-ndarray-mod"]], "dpnp.ndarray.__mul__": [[250, "dpnp-ndarray-mul"]], "dpnp.ndarray.__ne__": [[251, "dpnp-ndarray-ne"]], "dpnp.ndarray.__neg__": [[252, "dpnp-ndarray-neg"]], "dpnp.ndarray.__new__": [[253, "dpnp-ndarray-new"]], "dpnp.ndarray.__or__": [[254, "dpnp-ndarray-or"]], "dpnp.ndarray.__pos__": [[255, "dpnp-ndarray-pos"]], "dpnp.ndarray.__pow__": [[256, "dpnp-ndarray-pow"]], "dpnp.ndarray.__repr__": [[257, "dpnp-ndarray-repr"]], "dpnp.ndarray.__rshift__": [[258, "dpnp-ndarray-rshift"]], "dpnp.ndarray.__setitem__": [[259, "dpnp-ndarray-setitem"]], "dpnp.ndarray.__str__": [[260, "dpnp-ndarray-str"]], "dpnp.ndarray.__sub__": [[261, "dpnp-ndarray-sub"]], "dpnp.ndarray.__truediv__": [[262, 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"dpnp.ndarray.flatten": [[281, "dpnp-ndarray-flatten"]], "dpnp.ndarray.imag": [[282, "dpnp-ndarray-imag"]], "dpnp.ndarray.item": [[283, "dpnp-ndarray-item"]], "dpnp.ndarray.itemsize": [[284, "dpnp-ndarray-itemsize"]], "dpnp.ndarray.max": [[285, "dpnp-ndarray-max"]], "dpnp.ndarray.mean": [[286, "dpnp-ndarray-mean"]], "dpnp.ndarray.min": [[287, "dpnp-ndarray-min"]], "dpnp.ndarray.nbytes": [[288, "dpnp-ndarray-nbytes"]], "dpnp.ndarray.ndim": [[289, "dpnp-ndarray-ndim"]], "dpnp.ndarray.nonzero": [[290, "dpnp-ndarray-nonzero"]], "dpnp.ndarray.partition": [[291, "dpnp-ndarray-partition"]], "dpnp.ndarray.prod": [[292, "dpnp-ndarray-prod"]], "dpnp.ndarray.put": [[293, "dpnp-ndarray-put"]], "dpnp.ndarray.ravel": [[294, "dpnp-ndarray-ravel"]], "dpnp.ndarray.real": [[295, "dpnp-ndarray-real"]], "dpnp.ndarray.repeat": [[296, "dpnp-ndarray-repeat"]], "dpnp.ndarray.reshape": [[297, "dpnp-ndarray-reshape"]], "dpnp.ndarray.round": [[298, "dpnp-ndarray-round"]], "dpnp.ndarray.searchsorted": [[299, "dpnp-ndarray-searchsorted"]], "dpnp.ndarray.shape": [[300, "dpnp-ndarray-shape"]], "dpnp.ndarray.size": [[301, "dpnp-ndarray-size"]], "dpnp.ndarray.sort": [[302, "dpnp-ndarray-sort"]], "dpnp.ndarray.squeeze": [[303, "dpnp-ndarray-squeeze"]], "dpnp.ndarray.std": [[304, "dpnp-ndarray-std"]], "dpnp.ndarray.strides": [[305, "dpnp-ndarray-strides"]], "dpnp.ndarray.sum": [[306, "dpnp-ndarray-sum"]], "dpnp.ndarray.swapaxes": [[307, "dpnp-ndarray-swapaxes"]], "dpnp.ndarray.take": [[308, "dpnp-ndarray-take"]], "dpnp.ndarray.transpose": [[309, "dpnp-ndarray-transpose"]], "dpnp.ndarray.var": [[310, "dpnp-ndarray-var"]], "dpnp.negative": [[311, "dpnp-negative"]], "dpnp.nonzero": [[312, "dpnp-nonzero"]], "dpnp.not_equal": [[313, "dpnp-not-equal"]], "dpnp.ogrid": [[314, "dpnp-ogrid"]], "dpnp.ones": [[315, "dpnp-ones"]], "dpnp.ones_like": [[316, "dpnp-ones-like"]], "dpnp.outer": [[317, "dpnp-outer"]], "dpnp.partition": [[318, "dpnp-partition"]], "dpnp.place": [[319, "dpnp-place"]], "dpnp.positive": [[320, "dpnp-positive"]], "dpnp.power": [[321, "dpnp-power"]], "dpnp.prod": [[322, "dpnp-prod"]], "dpnp.proj": [[323, "dpnp-proj"]], "dpnp.ptp": [[324, "dpnp-ptp"]], "dpnp.put": [[325, "dpnp-put"]], "dpnp.put_along_axis": [[326, "dpnp-put-along-axis"]], "dpnp.putmask": [[327, "dpnp-putmask"]], "dpnp.rad2deg": [[328, "dpnp-rad2deg"]], "dpnp.radians": [[329, "dpnp-radians"]], "dpnp.random.RandomState": [[330, "dpnp-random-randomstate"]], "dpnp.random.beta": [[331, "dpnp-random-beta"]], "dpnp.random.binomial": [[332, "dpnp-random-binomial"]], "dpnp.random.bytes": [[333, "dpnp-random-bytes"]], "dpnp.random.chisquare": [[334, "dpnp-random-chisquare"]], "dpnp.random.choice": [[335, "dpnp-random-choice"]], "dpnp.random.dirichlet": [[336, "dpnp-random-dirichlet"]], "dpnp.random.exponential": [[337, "dpnp-random-exponential"]], "dpnp.random.f": [[338, "dpnp-random-f"]], "dpnp.random.gamma": [[339, "dpnp-random-gamma"]], "dpnp.random.geometric": [[340, "dpnp-random-geometric"]], "dpnp.random.gumbel": [[341, "dpnp-random-gumbel"]], "dpnp.random.hypergeometric": [[342, "dpnp-random-hypergeometric"]], "dpnp.random.laplace": [[343, "dpnp-random-laplace"]], "dpnp.random.logistic": [[344, "dpnp-random-logistic"]], "dpnp.random.lognormal": [[345, "dpnp-random-lognormal"]], "dpnp.random.logseries": [[346, "dpnp-random-logseries"]], "dpnp.random.multinomial": [[347, "dpnp-random-multinomial"]], "dpnp.random.multivariate_normal": [[348, "dpnp-random-multivariate-normal"]], "dpnp.random.negative_binomial": [[349, "dpnp-random-negative-binomial"]], "dpnp.random.noncentral_chisquare": [[350, "dpnp-random-noncentral-chisquare"]], "dpnp.random.noncentral_f": [[351, "dpnp-random-noncentral-f"]], "dpnp.random.normal": [[352, "dpnp-random-normal"]], "dpnp.random.pareto": [[353, "dpnp-random-pareto"]], "dpnp.random.permutation": [[354, "dpnp-random-permutation"]], "dpnp.random.poisson": [[355, "dpnp-random-poisson"]], "dpnp.random.power": [[356, "dpnp-random-power"]], "dpnp.random.rand": [[357, "dpnp-random-rand"]], "dpnp.random.randint": [[358, "dpnp-random-randint"]], "dpnp.random.randn": [[359, "dpnp-random-randn"]], "dpnp.random.random": [[360, "dpnp-random-random"]], "dpnp.random.random_integers": [[361, "dpnp-random-random-integers"]], "dpnp.random.random_sample": [[362, "dpnp-random-random-sample"]], "dpnp.random.ranf": [[363, "dpnp-random-ranf"]], "dpnp.random.rayleigh": [[364, "dpnp-random-rayleigh"]], "dpnp.random.sample": [[365, "dpnp-random-sample"]], "dpnp.random.seed": [[366, "dpnp-random-seed"]], "dpnp.random.shuffle": [[367, "dpnp-random-shuffle"]], "dpnp.random.standard_cauchy": [[368, "dpnp-random-standard-cauchy"]], "dpnp.random.standard_exponential": [[369, "dpnp-random-standard-exponential"]], "dpnp.random.standard_gamma": [[370, "dpnp-random-standard-gamma"]], "dpnp.random.standard_normal": [[371, "dpnp-random-standard-normal"]], "dpnp.random.standard_t": [[372, "dpnp-random-standard-t"]], "dpnp.random.triangular": [[373, 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"dpnp-select"]], "dpnp.shape": [[396, "dpnp-shape"]], "dpnp.sign": [[397, "dpnp-sign"]], "dpnp.signbit": [[398, "dpnp-signbit"]], "dpnp.sin": [[399, "dpnp-sin"]], "dpnp.sinh": [[400, "dpnp-sinh"]], "dpnp.sort": [[401, "dpnp-sort"]], "dpnp.sqrt": [[402, "dpnp-sqrt"]], "dpnp.square": [[403, "dpnp-square"]], "dpnp.squeeze": [[404, "dpnp-squeeze"]], "dpnp.stack": [[405, "dpnp-stack"]], "dpnp.std": [[406, "dpnp-std"]], "dpnp.subtract": [[407, "dpnp-subtract"]], "dpnp.sum": [[408, "dpnp-sum"]], "dpnp.swapaxes": [[409, "dpnp-swapaxes"]], "dpnp.take": [[410, "dpnp-take"]], "dpnp.take_along_axis": [[411, "dpnp-take-along-axis"]], "dpnp.tan": [[412, "dpnp-tan"]], "dpnp.tanh": [[413, "dpnp-tanh"]], "dpnp.tensordot": [[414, "dpnp-tensordot"]], "dpnp.tile": [[415, "dpnp-tile"]], "dpnp.trace": [[416, "dpnp-trace"]], "dpnp.transpose": [[417, "dpnp-transpose"]], "dpnp.trapz": [[418, "dpnp-trapz"]], "dpnp.tri": [[419, "dpnp-tri"]], "dpnp.tril": [[420, "dpnp-tril"]], "dpnp.tril_indices": [[421, "dpnp-tril-indices"]], "dpnp.tril_indices_from": [[422, "dpnp-tril-indices-from"]], "dpnp.triu": [[423, "dpnp-triu"]], "dpnp.triu_indices": [[424, "dpnp-triu-indices"]], "dpnp.triu_indices_from": [[425, "dpnp-triu-indices-from"]], "dpnp.true_divide": [[426, "dpnp-true-divide"]], "dpnp.trunc": [[427, "dpnp-trunc"]], "dpnp.unique": [[428, "dpnp-unique"]], "dpnp.unwrap": [[429, "dpnp-unwrap"]], "dpnp.vander": [[430, "dpnp-vander"]], "dpnp.var": [[431, "dpnp-var"]], "dpnp.vdot": [[432, "dpnp-vdot"]], "dpnp.vstack": [[433, "dpnp-vstack"]], "dpnp.where": [[434, "dpnp-where"]], "dpnp.zeros": [[435, "dpnp-zeros"]], "dpnp.zeros_like": [[436, "dpnp-zeros-like"]], "API Reference": [[437, "api-reference"]], "Array Indexing Routines": [[438, "array-indexing-routines"]], "Generating index arrays": [[438, "generating-index-arrays"]], "Indexing-like operations": [[438, "indexing-like-operations"]], "Inserting data into arrays": [[438, "inserting-data-into-arrays"]], "Iterating over arrays": [[438, "iterating-over-arrays"]], "Matrix and vector products": [[439, "matrix-and-vector-products"]], "Decompositions": [[439, "decompositions"]], "Matrix eigenvalues": [[439, "matrix-eigenvalues"]], "Norms and other numbers": [[439, "norms-and-other-numbers"]], "Solving linear equations": [[439, "solving-linear-equations"]], "Logic Functions": [[440, "logic-functions"]], "Truth value testing": [[440, "truth-value-testing"]], "Infinities and NaNs": [[440, "infinities-and-nans"]], "Array type testing": [[440, "array-type-testing"]], "Logic operations": [[440, "logic-operations"]], "Comparison": [[440, "comparison"]], "Array Manipulation Routines": [[441, "array-manipulation-routines"]], "Basic operations": [[441, "basic-operations"]], "Changing array shape": [[441, "changing-array-shape"]], "Transpose-like operations": [[441, "transpose-like-operations"]], "Changing number of dimensions": [[441, "changing-number-of-dimensions"]], "Changing kind of array": [[441, "changing-kind-of-array"]], "Joining arrays": [[441, "joining-arrays"]], "Splitting arrays": [[441, "splitting-arrays"]], "Tiling arrays": [[441, "tiling-arrays"]], "Adding and removing elements": [[441, "adding-and-removing-elements"]], "Rearranging elements": [[441, "rearranging-elements"]], "Mathematical Functions": [[442, "mathematical-functions"]], "Trigonometric functions": [[442, "trigonometric-functions"], [452, "trigonometric-functions"]], "Hyperbolic functions": [[442, "hyperbolic-functions"]], "Rounding": [[442, "rounding"]], "Sums, products, differences": [[442, "sums-products-differences"]], "Exponents and logarithms": [[442, "exponents-and-logarithms"]], "Other special functions": [[442, "other-special-functions"]], "Floating point routines": [[442, "floating-point-routines"]], "Rational routines": [[442, "rational-routines"]], "Arithmetic operations": [[442, "arithmetic-operations"]], "Handling complex numbers": [[442, "handling-complex-numbers"]], "Extrema Finding": [[442, "extrema-finding"]], "Miscellaneous routines": [[443, "miscellaneous-routines"]], "Utility": [[443, "utility"]], "Multi-Dimensional Array (ndarray)": [[444, "multi-dimensional-array-ndarray"]], "Constructing arrays": [[444, "constructing-arrays"]], "Indexing arrays": [[444, "indexing-arrays"]], "Array attributes": [[444, "array-attributes"]], "Memory layout": [[444, "memory-layout"]], "Data type": [[444, "data-type"]], "Other attributes": [[444, "other-attributes"]], "Array methods": [[444, "array-methods"]], "Array conversion": [[444, "array-conversion"]], "Shape manipulation": [[444, "shape-manipulation"]], "Item selection and manipulation": [[444, "item-selection-and-manipulation"]], "Calculation": [[444, "calculation"]], "Arithmetic, matrix multiplication, and comparison operations": [[444, "arithmetic-matrix-multiplication-and-comparison-operations"]], "Special methods": [[444, "special-methods"]], "Padding": [[445, "padding"]], "Polynomials": [[446, "polynomials"]], "Polynomial Package": [[446, "polynomial-package"]], "Polynomial Module": [[446, "polynomial-module"]], "Polyutils": [[446, "polyutils"]], "Poly1d": [[446, "poly1d"]], "Basics": [[446, "basics"]], "Arithmetic": [[446, "arithmetic"]], "Random Sampling (dpnp.random)": [[447, "random-sampling-dpnp-random"]], "Simple random data": [[447, "simple-random-data"]], "Permutations": [[447, "permutations"]], "Distributions": [[447, "distributions"]], "Random generator": [[447, "random-generator"]], "Routines": [[448, "routines"]], "Sorting, Searching, and Counting": [[449, "sorting-searching-and-counting"]], "Sorting": [[449, "sorting"]], "Searching": [[449, "searching"]], "Counting": [[449, "counting"]], "Special Functions": [[450, "special-functions"]], "Error Function": [[450, "error-function"]], "Statistical Functions": [[451, "statistical-functions"]], "Order statistics": [[451, "order-statistics"]], "Averages and variances": [[451, "averages-and-variances"]], "Histograms": [[451, "histograms"]], "Correlations": [[451, "correlations"]], "Universal Functions (ufunc)": [[452, "universal-functions-ufunc"]], "Available ufuncs": [[452, "available-ufuncs"]], "Math operations": [[452, "math-operations"]], "Bit-twiddling functions": [[452, "bit-twiddling-functions"]], "Comparison functions": [[452, "comparison-functions"]], "Floating functions": [[452, "floating-functions"]]}, "indexentries": {"dpnp": [[2, "module-dpnp"], [3, "module-dpnp"]], "module": [[2, "module-dpnp"], [3, "module-dpnp"], [10, "module-dpnp.fft"], [447, "module-dpnp.random"]], "dpnp.fft": [[10, "module-dpnp.fft"]], "abs() (in module dpnp)": [[11, "dpnp.abs"]], "absolute() (in module dpnp)": [[12, "dpnp.absolute"]], "add() (in module dpnp)": [[13, "dpnp.add"]], "all() (in module dpnp)": [[14, "dpnp.all"]], "allclose() (in module dpnp)": [[15, "dpnp.allclose"]], "amax() (in module dpnp)": [[16, "dpnp.amax"]], "amin() (in module dpnp)": [[17, "dpnp.amin"]], "angle() (in module dpnp)": [[18, "dpnp.angle"]], "any() (in module dpnp)": [[19, "dpnp.any"]], "arange() (in module dpnp)": [[20, "dpnp.arange"]], "arccos() (in module dpnp)": [[21, "dpnp.arccos"]], "arccosh() (in module dpnp)": [[22, "dpnp.arccosh"]], "arcsin() (in module dpnp)": [[23, "dpnp.arcsin"]], "arcsinh() (in module dpnp)": [[24, "dpnp.arcsinh"]], "arctan() (in module dpnp)": [[25, "dpnp.arctan"]], "arctan2() (in module dpnp)": [[26, "dpnp.arctan2"]], "arctanh() (in module dpnp)": [[27, "dpnp.arctanh"]], "argmax() (in module dpnp)": [[28, "dpnp.argmax"]], "argmin() (in module dpnp)": [[29, "dpnp.argmin"]], "argsort() (in module dpnp)": [[30, "dpnp.argsort"]], "around() (in module dpnp)": [[31, "dpnp.around"]], "array() (in module dpnp)": [[32, "dpnp.array"]], "array_equal() (in module dpnp)": [[33, "dpnp.array_equal"]], "asanyarray() (in module dpnp)": [[34, "dpnp.asanyarray"]], "asarray() (in module dpnp)": [[35, "dpnp.asarray"]], "ascontiguousarray() (in module dpnp)": [[36, "dpnp.ascontiguousarray"]], "asfarray() (in module dpnp)": [[37, "dpnp.asfarray"]], "asfortranarray() (in module dpnp)": [[38, "dpnp.asfortranarray"]], "asnumpy() (in module dpnp)": [[39, "dpnp.asnumpy"]], "astype() (in module dpnp)": [[40, "dpnp.astype"]], "atleast_1d() (in module dpnp)": [[41, "dpnp.atleast_1d"]], "atleast_2d() (in module dpnp)": [[42, "dpnp.atleast_2d"]], "atleast_3d() (in module dpnp)": [[43, "dpnp.atleast_3d"]], "average() (in module dpnp)": [[44, "dpnp.average"]], "bincount() (in module dpnp)": [[45, "dpnp.bincount"]], "bitwise_and() (in module dpnp)": [[46, "dpnp.bitwise_and"]], "bitwise_not() (in module dpnp)": [[47, "dpnp.bitwise_not"]], "bitwise_or() (in module dpnp)": [[48, "dpnp.bitwise_or"]], "bitwise_xor() (in module dpnp)": [[49, "dpnp.bitwise_xor"]], "broadcast_arrays() (in module dpnp)": [[50, "dpnp.broadcast_arrays"]], "broadcast_to() (in module dpnp)": [[51, "dpnp.broadcast_to"]], "can_cast() (in module dpnp)": [[52, "dpnp.can_cast"]], "cbrt() (in module dpnp)": [[53, "dpnp.cbrt"]], "ceil() (in module dpnp)": [[54, "dpnp.ceil"]], "choose() (in module dpnp)": [[55, "dpnp.choose"]], "clip() (in module dpnp)": [[56, "dpnp.clip"]], "column_stack() (in module dpnp)": [[57, "dpnp.column_stack"]], "concatenate() (in module dpnp)": [[58, "dpnp.concatenate"]], "conj() (in module dpnp)": [[59, "dpnp.conj"]], "conjugate() (in module dpnp)": [[60, "dpnp.conjugate"]], "convolve() (in module dpnp)": [[61, "dpnp.convolve"]], "copy() (in module dpnp)": [[62, "dpnp.copy"]], "copysign() (in module dpnp)": [[63, "dpnp.copysign"]], "copyto() (in module dpnp)": [[64, "dpnp.copyto"]], "correlate() (in module dpnp)": [[65, "dpnp.correlate"]], "cos() (in module dpnp)": [[66, "dpnp.cos"]], "cosh() (in module dpnp)": [[67, "dpnp.cosh"]], "count_nonzero() (in module dpnp)": [[68, "dpnp.count_nonzero"]], "cov() (in module dpnp)": [[69, "dpnp.cov"]], "cross() (in module dpnp)": [[70, "dpnp.cross"]], "cumprod() (in module dpnp)": [[71, "dpnp.cumprod"]], "cumsum() (in module dpnp)": [[72, "dpnp.cumsum"]], "deg2rad() (in module dpnp)": [[73, "dpnp.deg2rad"]], "degrees() (in module dpnp)": [[74, "dpnp.degrees"]], "diag() (in module dpnp)": [[75, "dpnp.diag"]], "diag_indices() (in module dpnp)": [[76, "dpnp.diag_indices"]], "diag_indices_from() (in module dpnp)": [[77, "dpnp.diag_indices_from"]], "diagflat() (in module dpnp)": [[78, "dpnp.diagflat"]], "diagonal() (in module dpnp)": [[79, "dpnp.diagonal"]], "diff() (in module dpnp)": [[80, "dpnp.diff"]], "divide() (in module dpnp)": [[81, "dpnp.divide"]], "dot() (in module dpnp)": [[82, "dpnp.dot"]], "t (dpnp.dpnp_array.dpnp_array attribute)": [[83, "dpnp.dpnp_array.dpnp_array.T"]], "__eq__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__eq__"]], "__ge__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__ge__"]], "__getitem__() (dpnp.dpnp_array.dpnp_array method)": [[83, "dpnp.dpnp_array.dpnp_array.__getitem__"]], "__gt__() (dpnp.dpnp_array.dpnp_array method)": [[83, 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module dpnp)": [[87, "dpnp.einsum"]], "einsum_path() (in module dpnp)": [[88, "dpnp.einsum_path"]], "empty() (in module dpnp)": [[89, "dpnp.empty"]], "empty_like() (in module dpnp)": [[90, "dpnp.empty_like"]], "equal() (in module dpnp)": [[91, "dpnp.equal"]], "erf() (in module dpnp)": [[92, "dpnp.erf"]], "exp() (in module dpnp)": [[93, "dpnp.exp"]], "exp2() (in module dpnp)": [[94, "dpnp.exp2"]], "expand_dims() (in module dpnp)": [[95, "dpnp.expand_dims"]], "expm1() (in module dpnp)": [[96, "dpnp.expm1"]], "extract() (in module dpnp)": [[97, "dpnp.extract"]], "eye() (in module dpnp)": [[98, "dpnp.eye"]], "fabs() (in module dpnp)": [[99, "dpnp.fabs"]], "fft() (in module dpnp.fft)": [[100, "dpnp.fft.fft"]], "fft2() (in module dpnp.fft)": [[101, "dpnp.fft.fft2"]], "fftfreq() (in module dpnp.fft)": [[102, "dpnp.fft.fftfreq"]], "fftn() (in module dpnp.fft)": [[103, "dpnp.fft.fftn"]], "fftshift() (in module dpnp.fft)": [[104, "dpnp.fft.fftshift"]], "hfft() (in module dpnp.fft)": [[105, 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"__getitem__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__getitem__"]], "__gt__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__gt__"]], "__iter__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__iter__"]], "__le__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__le__"]], "__lt__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__lt__"]], "__ne__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__ne__"]], "__next__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__next__"]], "__setitem__() (dpnp.flatiter method)": [[120, "dpnp.flatiter.__setitem__"]], "flatiter (class in dpnp)": [[120, "dpnp.flatiter"]], "flip() (in module dpnp)": [[121, "dpnp.flip"]], "fliplr() (in module dpnp)": [[122, "dpnp.fliplr"]], "flipud() (in module dpnp)": [[123, "dpnp.flipud"]], "floor() (in module dpnp)": [[124, "dpnp.floor"]], "floor_divide() (in module dpnp)": [[125, "dpnp.floor_divide"]], "fmax() (in module dpnp)": [[126, "dpnp.fmax"]], "fmin() (in module dpnp)": [[127, "dpnp.fmin"]], "fmod() (in module dpnp)": [[128, "dpnp.fmod"]], "from_dlpack() (in module dpnp)": [[129, "dpnp.from_dlpack"]], "frombuffer() (in module dpnp)": [[130, "dpnp.frombuffer"]], "fromfile() (in module dpnp)": [[131, "dpnp.fromfile"]], "fromfunction() (in module dpnp)": [[132, "dpnp.fromfunction"]], "fromiter() (in module dpnp)": [[133, "dpnp.fromiter"]], "fromstring() (in module dpnp)": [[134, "dpnp.fromstring"]], "full() (in module dpnp)": [[135, "dpnp.full"]], "full_like() (in module dpnp)": [[136, "dpnp.full_like"]], "geomspace() (in module dpnp)": [[137, "dpnp.geomspace"]], "get_include() (in module dpnp)": [[138, "dpnp.get_include"]], "gradient() (in module dpnp)": [[139, "dpnp.gradient"]], "greater() (in module dpnp)": [[140, "dpnp.greater"]], "greater_equal() (in module dpnp)": [[141, "dpnp.greater_equal"]], "histogram() (in module dpnp)": [[142, "dpnp.histogram"]], "hstack() (in module dpnp)": [[143, "dpnp.hstack"]], "hypot() (in module dpnp)": [[144, "dpnp.hypot"]], "identity() (in module dpnp)": [[145, "dpnp.identity"]], "iinfo() (in module dpnp)": [[146, "dpnp.iinfo"]], "imag() (in module dpnp)": [[147, "dpnp.imag"]], "indices() (in module dpnp)": [[148, "dpnp.indices"]], "inner() (in module dpnp)": [[149, "dpnp.inner"]], "invert() (in module dpnp)": [[150, "dpnp.invert"]], "isclose() (in module dpnp)": [[151, "dpnp.isclose"]], "isfinite() (in module dpnp)": [[152, "dpnp.isfinite"]], "isinf() (in module dpnp)": [[153, "dpnp.isinf"]], "isnan() (in module dpnp)": [[154, "dpnp.isnan"]], "isscalar() (in module dpnp)": [[155, "dpnp.isscalar"]], "issubdtype() (in module dpnp)": [[156, "dpnp.issubdtype"]], "issubsctype() (in module dpnp)": [[157, "dpnp.issubsctype"]], "kron() (in module dpnp)": [[158, "dpnp.kron"]], "left_shift() (in module dpnp)": [[159, "dpnp.left_shift"]], "less() (in module dpnp)": [[160, "dpnp.less"]], "less_equal() (in module dpnp)": [[161, "dpnp.less_equal"]], "cholesky() (in module dpnp.linalg)": [[162, "dpnp.linalg.cholesky"]], "cond() (in module dpnp.linalg)": [[163, "dpnp.linalg.cond"]], "det() (in module dpnp.linalg)": [[164, "dpnp.linalg.det"]], "eig() (in module dpnp.linalg)": [[165, "dpnp.linalg.eig"]], "eigh() (in module dpnp.linalg)": [[166, "dpnp.linalg.eigh"]], "eigvals() (in module dpnp.linalg)": [[167, "dpnp.linalg.eigvals"]], "eigvalsh() (in module dpnp.linalg)": [[168, "dpnp.linalg.eigvalsh"]], "inv() (in module dpnp.linalg)": [[169, "dpnp.linalg.inv"]], "matrix_power() (in module dpnp.linalg)": [[170, "dpnp.linalg.matrix_power"]], "matrix_rank() (in module dpnp.linalg)": [[171, "dpnp.linalg.matrix_rank"]], "multi_dot() (in module dpnp.linalg)": [[172, "dpnp.linalg.multi_dot"]], "norm() (in module dpnp.linalg)": [[173, "dpnp.linalg.norm"]], "pinv() (in module dpnp.linalg)": [[174, "dpnp.linalg.pinv"]], "qr() (in module dpnp.linalg)": [[175, "dpnp.linalg.qr"]], "slogdet() (in module dpnp.linalg)": [[176, "dpnp.linalg.slogdet"]], "solve() (in module dpnp.linalg)": [[177, "dpnp.linalg.solve"]], "svd() (in module dpnp.linalg)": [[178, "dpnp.linalg.svd"]], "tensorinv() (in module dpnp.linalg)": [[179, "dpnp.linalg.tensorinv"]], "tensorsolve() (in module dpnp.linalg)": [[180, "dpnp.linalg.tensorsolve"]], "linspace() (in module dpnp)": [[181, "dpnp.linspace"]], "loadtxt() (in module dpnp)": [[182, "dpnp.loadtxt"]], "log() (in module dpnp)": [[183, "dpnp.log"]], "log10() (in module dpnp)": [[184, "dpnp.log10"]], "log1p() (in module dpnp)": [[185, "dpnp.log1p"]], "log2() (in module dpnp)": [[186, "dpnp.log2"]], "logaddexp() (in module dpnp)": [[187, "dpnp.logaddexp"]], "logical_and() (in module dpnp)": [[188, "dpnp.logical_and"]], "logical_not() (in module dpnp)": [[189, "dpnp.logical_not"]], "logical_or() (in module dpnp)": [[190, "dpnp.logical_or"]], "logical_xor() (in module dpnp)": [[191, "dpnp.logical_xor"]], "logspace() (in module dpnp)": [[192, "dpnp.logspace"]], "logsumexp() (in module dpnp)": [[193, "dpnp.logsumexp"]], "matmul() (in module dpnp)": [[194, "dpnp.matmul"]], "max() (in module dpnp)": [[195, "dpnp.max"]], "maximum() (in module dpnp)": [[196, "dpnp.maximum"]], "mean() (in module dpnp)": [[197, "dpnp.mean"]], "median() (in module dpnp)": [[198, "dpnp.median"]], "meshgrid() (in module dpnp)": [[199, "dpnp.meshgrid"]], "mgrid (in module dpnp)": [[200, "dpnp.mgrid"]], "min() (in module dpnp)": [[201, "dpnp.min"]], "minimum() (in module dpnp)": [[202, "dpnp.minimum"]], "mod() (in module dpnp)": [[203, "dpnp.mod"]], "modf() (in module dpnp)": [[204, "dpnp.modf"]], "moveaxis() (in module dpnp)": [[205, "dpnp.moveaxis"]], "multiply() (in module dpnp)": [[206, "dpnp.multiply"]], "nanargmax() (in module dpnp)": [[207, "dpnp.nanargmax"]], "nanargmin() (in module dpnp)": [[208, "dpnp.nanargmin"]], "nancumprod() (in module dpnp)": [[209, "dpnp.nancumprod"]], "nancumsum() (in module dpnp)": [[210, "dpnp.nancumsum"]], "nanmax() (in module dpnp)": [[211, "dpnp.nanmax"]], "nanmean() (in module dpnp)": [[212, "dpnp.nanmean"]], "nanmin() (in module dpnp)": [[213, "dpnp.nanmin"]], "nanprod() (in module dpnp)": [[214, "dpnp.nanprod"]], "nanstd() (in module dpnp)": [[215, "dpnp.nanstd"]], "nansum() (in module dpnp)": [[216, "dpnp.nansum"]], "nanvar() (in module dpnp)": [[217, "dpnp.nanvar"]], "ndarray (in module dpnp)": [[218, "dpnp.ndarray"]], "t (dpnp.ndarray property)": [[219, "dpnp.ndarray.T"]], "__abs__() (dpnp.ndarray method)": [[220, "dpnp.ndarray.__abs__"]], "__add__() (dpnp.ndarray method)": [[221, "dpnp.ndarray.__add__"]], "__and__() (dpnp.ndarray method)": [[222, "dpnp.ndarray.__and__"]], "__complex__() (dpnp.ndarray method)": [[223, "dpnp.ndarray.__complex__"]], "__copy__() (dpnp.ndarray method)": [[224, "dpnp.ndarray.__copy__"]], "__eq__() (dpnp.ndarray method)": [[225, "dpnp.ndarray.__eq__"]], "__float__() (dpnp.ndarray method)": [[226, "dpnp.ndarray.__float__"]], "__floordiv__() (dpnp.ndarray method)": [[227, "dpnp.ndarray.__floordiv__"]], "__ge__() (dpnp.ndarray method)": [[228, "dpnp.ndarray.__ge__"]], "__getitem__() (dpnp.ndarray method)": [[229, "dpnp.ndarray.__getitem__"]], "__gt__() (dpnp.ndarray method)": [[230, "dpnp.ndarray.__gt__"]], "__iadd__() (dpnp.ndarray method)": [[231, "dpnp.ndarray.__iadd__"]], "__iand__() (dpnp.ndarray method)": [[232, "dpnp.ndarray.__iand__"]], "__ifloordiv__() (dpnp.ndarray method)": [[233, "dpnp.ndarray.__ifloordiv__"]], "__ilshift__() (dpnp.ndarray method)": [[234, "dpnp.ndarray.__ilshift__"]], "__imod__() (dpnp.ndarray method)": [[235, "dpnp.ndarray.__imod__"]], "__imul__() (dpnp.ndarray method)": [[236, "dpnp.ndarray.__imul__"]], "__int__() (dpnp.ndarray method)": [[237, "dpnp.ndarray.__int__"]], "__invert__() (dpnp.ndarray method)": [[238, "dpnp.ndarray.__invert__"]], "__ior__() (dpnp.ndarray method)": [[239, "dpnp.ndarray.__ior__"]], "__ipow__() (dpnp.ndarray method)": [[240, "dpnp.ndarray.__ipow__"]], "__irshift__() (dpnp.ndarray method)": [[241, "dpnp.ndarray.__irshift__"]], "__isub__() (dpnp.ndarray method)": [[242, "dpnp.ndarray.__isub__"]], "__itruediv__() (dpnp.ndarray method)": [[243, "dpnp.ndarray.__itruediv__"]], "__ixor__() (dpnp.ndarray method)": [[244, "dpnp.ndarray.__ixor__"]], "__le__() (dpnp.ndarray method)": [[245, "dpnp.ndarray.__le__"]], "__len__() (dpnp.ndarray method)": [[246, "dpnp.ndarray.__len__"]], "__lshift__() (dpnp.ndarray method)": [[247, "dpnp.ndarray.__lshift__"]], "__lt__() (dpnp.ndarray method)": [[248, "dpnp.ndarray.__lt__"]], "__mod__() (dpnp.ndarray method)": [[249, "dpnp.ndarray.__mod__"]], "__mul__() (dpnp.ndarray method)": [[250, "dpnp.ndarray.__mul__"]], "__ne__() (dpnp.ndarray method)": [[251, "dpnp.ndarray.__ne__"]], "__neg__() (dpnp.ndarray method)": [[252, "dpnp.ndarray.__neg__"]], "__new__() (dpnp.ndarray method)": [[253, "dpnp.ndarray.__new__"]], "__or__() (dpnp.ndarray method)": [[254, "dpnp.ndarray.__or__"]], "__pos__() (dpnp.ndarray method)": [[255, "dpnp.ndarray.__pos__"]], "__pow__() (dpnp.ndarray method)": [[256, "dpnp.ndarray.__pow__"]], "__repr__() (dpnp.ndarray method)": [[257, "dpnp.ndarray.__repr__"]], "__rshift__() (dpnp.ndarray method)": [[258, "dpnp.ndarray.__rshift__"]], "__setitem__() (dpnp.ndarray method)": [[259, "dpnp.ndarray.__setitem__"]], "__str__() (dpnp.ndarray method)": [[260, "dpnp.ndarray.__str__"]], "__sub__() (dpnp.ndarray method)": [[261, "dpnp.ndarray.__sub__"]], "__truediv__() (dpnp.ndarray method)": [[262, "dpnp.ndarray.__truediv__"]], "__xor__() (dpnp.ndarray method)": [[263, "dpnp.ndarray.__xor__"]], "all() (dpnp.ndarray method)": [[264, "dpnp.ndarray.all"]], "any() (dpnp.ndarray method)": [[265, "dpnp.ndarray.any"]], "argmax() (dpnp.ndarray method)": [[266, "dpnp.ndarray.argmax"]], "argmin() (dpnp.ndarray method)": [[267, "dpnp.ndarray.argmin"]], "argsort() (dpnp.ndarray method)": [[268, "dpnp.ndarray.argsort"]], "astype() (dpnp.ndarray method)": [[269, "dpnp.ndarray.astype"]], "choose() (dpnp.ndarray method)": [[270, "dpnp.ndarray.choose"]], "clip() (dpnp.ndarray method)": [[271, "dpnp.ndarray.clip"]], "conj() (dpnp.ndarray method)": [[272, "dpnp.ndarray.conj"]], "conjugate() (dpnp.ndarray method)": [[273, "dpnp.ndarray.conjugate"]], "copy() (dpnp.ndarray method)": [[274, "dpnp.ndarray.copy"]], "cumsum() (dpnp.ndarray method)": [[275, "dpnp.ndarray.cumsum"]], "diagonal() (dpnp.ndarray method)": [[276, "dpnp.ndarray.diagonal"]], "dtype (dpnp.ndarray property)": [[277, "dpnp.ndarray.dtype"]], "fill() (dpnp.ndarray method)": [[278, "dpnp.ndarray.fill"]], "flags (dpnp.ndarray property)": [[279, "dpnp.ndarray.flags"]], "flat (dpnp.ndarray property)": [[280, "dpnp.ndarray.flat"]], "flatten() (dpnp.ndarray method)": [[281, "dpnp.ndarray.flatten"]], "imag (dpnp.ndarray property)": [[282, "dpnp.ndarray.imag"]], "item() (dpnp.ndarray method)": [[283, "dpnp.ndarray.item"]], "itemsize (dpnp.ndarray property)": [[284, "dpnp.ndarray.itemsize"]], "max() (dpnp.ndarray method)": [[285, "dpnp.ndarray.max"]], "mean() (dpnp.ndarray method)": [[286, "dpnp.ndarray.mean"]], "min() (dpnp.ndarray method)": [[287, "dpnp.ndarray.min"]], "nbytes (dpnp.ndarray property)": [[288, "dpnp.ndarray.nbytes"]], "ndim (dpnp.ndarray property)": [[289, "dpnp.ndarray.ndim"]], "nonzero() (dpnp.ndarray method)": [[290, "dpnp.ndarray.nonzero"]], "partition() (dpnp.ndarray method)": [[291, "dpnp.ndarray.partition"]], "prod() (dpnp.ndarray method)": [[292, "dpnp.ndarray.prod"]], "put() (dpnp.ndarray method)": [[293, "dpnp.ndarray.put"]], "ravel() (dpnp.ndarray method)": [[294, "dpnp.ndarray.ravel"]], "real (dpnp.ndarray property)": [[295, "dpnp.ndarray.real"]], "repeat() (dpnp.ndarray method)": [[296, "dpnp.ndarray.repeat"]], "reshape() (dpnp.ndarray method)": [[297, "dpnp.ndarray.reshape"]], "round() (dpnp.ndarray method)": [[298, "dpnp.ndarray.round"]], "searchsorted() (dpnp.ndarray method)": [[299, "dpnp.ndarray.searchsorted"]], "shape (dpnp.ndarray property)": [[300, "dpnp.ndarray.shape"]], "size (dpnp.ndarray property)": [[301, "dpnp.ndarray.size"]], "sort() (dpnp.ndarray method)": [[302, "dpnp.ndarray.sort"]], "squeeze() (dpnp.ndarray method)": [[303, "dpnp.ndarray.squeeze"]], "std() (dpnp.ndarray method)": [[304, "dpnp.ndarray.std"]], "strides (dpnp.ndarray property)": [[305, "dpnp.ndarray.strides"]], "sum() (dpnp.ndarray method)": [[306, "dpnp.ndarray.sum"]], "swapaxes() (dpnp.ndarray method)": [[307, "dpnp.ndarray.swapaxes"]], "take() (dpnp.ndarray method)": [[308, "dpnp.ndarray.take"]], "transpose() (dpnp.ndarray method)": [[309, "dpnp.ndarray.transpose"]], "var() (dpnp.ndarray method)": [[310, "dpnp.ndarray.var"]], "negative() (in module dpnp)": [[311, "dpnp.negative"]], "nonzero() (in module dpnp)": [[312, "dpnp.nonzero"]], "not_equal() (in module dpnp)": [[313, "dpnp.not_equal"]], "ogrid (in module dpnp)": [[314, "dpnp.ogrid"]], "ones() (in module dpnp)": [[315, "dpnp.ones"]], "ones_like() (in module dpnp)": [[316, "dpnp.ones_like"]], "outer() (in module dpnp)": [[317, "dpnp.outer"]], "partition() (in module dpnp)": [[318, "dpnp.partition"]], "place() (in module dpnp)": [[319, "dpnp.place"]], "positive() (in module dpnp)": [[320, "dpnp.positive"]], "power() (in module dpnp)": [[321, "dpnp.power"]], "prod() (in module dpnp)": [[322, "dpnp.prod"]], "proj() (in module dpnp)": [[323, "dpnp.proj"]], "ptp() (in module dpnp)": [[324, "dpnp.ptp"]], "put() (in module dpnp)": [[325, "dpnp.put"]], "put_along_axis() (in module dpnp)": [[326, "dpnp.put_along_axis"]], "putmask() (in module dpnp)": [[327, "dpnp.putmask"]], "rad2deg() (in module dpnp)": [[328, "dpnp.rad2deg"]], "radians() (in module dpnp)": [[329, "dpnp.radians"]], "randomstate (class in dpnp.random)": [[330, "dpnp.random.RandomState"]], "__eq__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__eq__"]], "__ge__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__ge__"]], "__gt__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__gt__"]], "__le__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__le__"]], "__lt__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__lt__"]], "__ne__() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.__ne__"]], "get_state() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.get_state"]], "get_sycl_device() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.get_sycl_device"]], "get_sycl_queue() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.get_sycl_queue"]], "normal() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.normal"]], "rand() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.rand"]], "randint() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.randint"]], "randn() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.randn"]], "random_sample() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.random_sample"]], "standard_normal() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.standard_normal"]], "uniform() (dpnp.random.randomstate method)": [[330, "dpnp.random.RandomState.uniform"]], "beta() (in module dpnp.random)": [[331, "dpnp.random.beta"]], "binomial() (in module dpnp.random)": [[332, "dpnp.random.binomial"]], "bytes() (in module dpnp.random)": [[333, "dpnp.random.bytes"]], "chisquare() (in module dpnp.random)": [[334, "dpnp.random.chisquare"]], "choice() (in module dpnp.random)": [[335, "dpnp.random.choice"]], "dirichlet() (in module dpnp.random)": [[336, "dpnp.random.dirichlet"]], "exponential() (in module dpnp.random)": [[337, "dpnp.random.exponential"]], "f() (in module dpnp.random)": [[338, "dpnp.random.f"]], "gamma() (in module dpnp.random)": [[339, "dpnp.random.gamma"]], "geometric() (in module dpnp.random)": [[340, "dpnp.random.geometric"]], "gumbel() (in module dpnp.random)": [[341, "dpnp.random.gumbel"]], "hypergeometric() (in module dpnp.random)": [[342, "dpnp.random.hypergeometric"]], "laplace() (in module dpnp.random)": [[343, "dpnp.random.laplace"]], "logistic() (in module dpnp.random)": [[344, "dpnp.random.logistic"]], "lognormal() (in module dpnp.random)": [[345, "dpnp.random.lognormal"]], "logseries() (in module dpnp.random)": [[346, "dpnp.random.logseries"]], "multinomial() (in module dpnp.random)": [[347, "dpnp.random.multinomial"]], "multivariate_normal() (in module dpnp.random)": [[348, "dpnp.random.multivariate_normal"]], "negative_binomial() (in module dpnp.random)": [[349, "dpnp.random.negative_binomial"]], "noncentral_chisquare() (in module dpnp.random)": [[350, "dpnp.random.noncentral_chisquare"]], "noncentral_f() (in module dpnp.random)": [[351, "dpnp.random.noncentral_f"]], "normal() (in module dpnp.random)": [[352, "dpnp.random.normal"]], "pareto() (in module dpnp.random)": [[353, "dpnp.random.pareto"]], "permutation() (in module dpnp.random)": [[354, "dpnp.random.permutation"]], "poisson() (in module dpnp.random)": [[355, "dpnp.random.poisson"]], "power() (in module dpnp.random)": [[356, "dpnp.random.power"]], "rand() (in module dpnp.random)": [[357, "dpnp.random.rand"]], "randint() (in module dpnp.random)": [[358, "dpnp.random.randint"]], "randn() (in module dpnp.random)": [[359, "dpnp.random.randn"]], "random() (in module dpnp.random)": [[360, "dpnp.random.random"]], "random_integers() (in module dpnp.random)": [[361, "dpnp.random.random_integers"]], "random_sample() (in module dpnp.random)": [[362, "dpnp.random.random_sample"]], "ranf() (in module dpnp.random)": [[363, "dpnp.random.ranf"]], "rayleigh() (in module dpnp.random)": [[364, "dpnp.random.rayleigh"]], "sample() (in module dpnp.random)": [[365, "dpnp.random.sample"]], "seed() (in module dpnp.random)": [[366, "dpnp.random.seed"]], "shuffle() (in module dpnp.random)": [[367, "dpnp.random.shuffle"]], "standard_cauchy() (in module dpnp.random)": [[368, "dpnp.random.standard_cauchy"]], "standard_exponential() (in module dpnp.random)": [[369, "dpnp.random.standard_exponential"]], "standard_gamma() (in module dpnp.random)": [[370, "dpnp.random.standard_gamma"]], "standard_normal() (in module dpnp.random)": [[371, "dpnp.random.standard_normal"]], "standard_t() (in module dpnp.random)": [[372, "dpnp.random.standard_t"]], "triangular() (in module dpnp.random)": [[373, "dpnp.random.triangular"]], "uniform() (in module dpnp.random)": [[374, "dpnp.random.uniform"]], "vonmises() (in module dpnp.random)": [[375, "dpnp.random.vonmises"]], "wald() (in module dpnp.random)": [[376, "dpnp.random.wald"]], "weibull() (in module dpnp.random)": [[377, "dpnp.random.weibull"]], "zipf() (in module dpnp.random)": [[378, "dpnp.random.zipf"]], "ravel() (in module dpnp)": [[379, "dpnp.ravel"]], "real() (in module dpnp)": [[380, "dpnp.real"]], "reciprocal() (in module dpnp)": [[381, "dpnp.reciprocal"]], "reduce_hypot() (in module dpnp)": [[382, "dpnp.reduce_hypot"]], "remainder() (in module dpnp)": [[383, "dpnp.remainder"]], "repeat() (in module dpnp)": [[384, "dpnp.repeat"]], "reshape() (in module dpnp)": [[385, "dpnp.reshape"]], "result_type() (in module dpnp)": [[386, "dpnp.result_type"]], "right_shift() (in module dpnp)": [[387, "dpnp.right_shift"]], "rint() (in module dpnp)": [[388, "dpnp.rint"]], "roll() (in module dpnp)": [[389, "dpnp.roll"]], "rollaxis() (in module dpnp)": [[390, "dpnp.rollaxis"]], "round() (in module dpnp)": [[391, "dpnp.round"]], "row_stack() (in module dpnp)": [[392, "dpnp.row_stack"]], "rsqrt() (in module dpnp)": [[393, "dpnp.rsqrt"]], "searchsorted() (in module dpnp)": [[394, "dpnp.searchsorted"]], "select() (in module dpnp)": [[395, "dpnp.select"]], "shape() (in module dpnp)": [[396, "dpnp.shape"]], "sign() (in module dpnp)": [[397, "dpnp.sign"]], "signbit() (in module dpnp)": [[398, "dpnp.signbit"]], "sin() (in module dpnp)": [[399, "dpnp.sin"]], "sinh() (in module dpnp)": [[400, "dpnp.sinh"]], "sort() (in module dpnp)": [[401, "dpnp.sort"]], "sqrt() (in module dpnp)": [[402, "dpnp.sqrt"]], "square() (in module dpnp)": [[403, "dpnp.square"]], "squeeze() (in module dpnp)": [[404, "dpnp.squeeze"]], "stack() (in module dpnp)": [[405, "dpnp.stack"]], "std() (in module dpnp)": [[406, "dpnp.std"]], "subtract() (in module dpnp)": [[407, "dpnp.subtract"]], "sum() (in module dpnp)": [[408, "dpnp.sum"]], "swapaxes() (in module dpnp)": [[409, "dpnp.swapaxes"]], "take() (in module dpnp)": [[410, "dpnp.take"]], "take_along_axis() (in module dpnp)": [[411, "dpnp.take_along_axis"]], "tan() (in module dpnp)": [[412, "dpnp.tan"]], "tanh() (in module dpnp)": [[413, "dpnp.tanh"]], "tensordot() (in module dpnp)": [[414, "dpnp.tensordot"]], "tile() (in module dpnp)": [[415, "dpnp.tile"]], "trace() (in module dpnp)": [[416, "dpnp.trace"]], "transpose() (in module dpnp)": [[417, "dpnp.transpose"]], "trapz() (in module dpnp)": [[418, "dpnp.trapz"]], "tri() (in module dpnp)": [[419, "dpnp.tri"]], "tril() (in module dpnp)": [[420, "dpnp.tril"]], "tril_indices() (in module dpnp)": [[421, "dpnp.tril_indices"]], "tril_indices_from() (in module dpnp)": [[422, "dpnp.tril_indices_from"]], "triu() (in module dpnp)": [[423, "dpnp.triu"]], "triu_indices() (in module dpnp)": [[424, "dpnp.triu_indices"]], "triu_indices_from() (in module dpnp)": [[425, "dpnp.triu_indices_from"]], "true_divide() (in module dpnp)": [[426, "dpnp.true_divide"]], "trunc() (in module dpnp)": [[427, "dpnp.trunc"]], "unique() (in module dpnp)": [[428, "dpnp.unique"]], "unwrap() (in module dpnp)": [[429, "dpnp.unwrap"]], "vander() (in module dpnp)": [[430, "dpnp.vander"]], "var() (in module dpnp)": [[431, "dpnp.var"]], "vdot() (in module dpnp)": [[432, "dpnp.vdot"]], "vstack() (in module dpnp)": [[433, "dpnp.vstack"]], "where() (in module dpnp)": [[434, "dpnp.where"]], "zeros() (in module dpnp)": [[435, "dpnp.zeros"]], "zeros_like() (in module dpnp)": [[436, "dpnp.zeros_like"]], "dpnp.random": [[447, "module-dpnp.random"]]}})
\ No newline at end of file