Implement rope_neox op
This commit is contained in:
0cc4m
parent
bc5e64b1bf
commit
3a15a01330
3 changed files with 787 additions and 14 deletions
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@ -60024,6 +60024,655 @@ unsigned char rope_f32_data[] = {
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};
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const uint64_t rope_f32_len = 3072;
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unsigned char rope_neox_f16_data[] = {
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0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
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0x5f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
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0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
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0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
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0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
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0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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0x0f,0x00,0x0a,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
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0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
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0x68,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
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0xcf,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
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0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
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0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x29,0x00,0x00,0x00,
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0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
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0x2a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
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0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
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0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
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0x2a,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
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0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
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0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
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0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
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0x2a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
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0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
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0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
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0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
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0x2a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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0x30,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x2a,0x00,0x00,0x00,
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0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x68,0x00,0x00,0x00,
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0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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0x95,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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0x48,0x00,0x04,0x00,0x96,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x96,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0x47,0x00,0x03,0x00,0x96,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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0x47,0x00,0x04,0x00,0x98,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x98,0x00,0x00,0x00,
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0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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0x9b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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0x48,0x00,0x04,0x00,0x9c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x9c,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0x47,0x00,0x03,0x00,0x9c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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0x47,0x00,0x04,0x00,0x9e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9e,0x00,0x00,0x00,
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0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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0xcc,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
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0x48,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0x47,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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0x47,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
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0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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0x16,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
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0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
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0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
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0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
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0x07,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
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0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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0x1b,0x00,0x00,0x00,0x6f,0x12,0x83,0x3a,0x2b,0x00,0x04,0x00,
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0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x00,0x00,0x80,0x3f,
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0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
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0x28,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
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0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
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0x1e,0x00,0x0c,0x00,0x2a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
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0x07,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
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0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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0x20,0x00,0x04,0x00,0x2b,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
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0x2a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x2b,0x00,0x00,0x00,
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0x2c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
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0x2d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
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0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2f,0x00,0x00,0x00,
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0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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0x2d,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
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||||
0x05,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x3c,0x00,0x00,0x00,
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0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
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||||
0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
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0x42,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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0x2d,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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||||
0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
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0xcd,0xcc,0xcc,0x3d,0x17,0x00,0x04,0x00,0x66,0x00,0x00,0x00,
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0x07,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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0x67,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
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0x3b,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
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0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
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0x69,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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0x6a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
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0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
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0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x73,0x00,0x00,0x00,
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0x09,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
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0x94,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
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0x95,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
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0x96,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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0x97,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
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0x3b,0x00,0x04,0x00,0x97,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
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||||
0x0c,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x9b,0x00,0x00,0x00,
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||||
0x94,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x9c,0x00,0x00,0x00,
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||||
0x9b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x9d,0x00,0x00,0x00,
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||||
0x0c,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
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||||
0x9d,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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||||
0x20,0x00,0x04,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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||||
0x94,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
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||||
0xbc,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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||||
0x2d,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
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||||
0x1d,0x00,0x03,0x00,0xcc,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
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||||
0x1e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
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||||
0x20,0x00,0x04,0x00,0xce,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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||||
0xcd,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xce,0x00,0x00,0x00,
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||||
0xcf,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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||||
0xd1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
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||||
0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
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||||
0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
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||||
0x15,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x2c,0x00,0x06,0x00,
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||||
0x66,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x69,0x00,0x00,0x00,
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||||
0x15,0x01,0x00,0x00,0x69,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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||||
0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x00,0x00,0x00,0x3f,
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||||
0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
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||||
0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
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||||
0x05,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x17,0x01,0x00,0x00,
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||||
0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,0x6f,0x00,0x00,0x00,
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||||
0x18,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x18,0x01,0x00,0x00,
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||||
0x41,0x00,0x05,0x00,0x6a,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
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||||
0x68,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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||||
0x07,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
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||||
0x84,0x00,0x05,0x00,0x07,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
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||||
0x6c,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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||||
0x6a,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
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||||
0x6f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
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||||
0x71,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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||||
0x73,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
|
||||
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0x42,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
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0x42,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
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0x83,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0xc8,0x00,0x00,0x00,
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0x42,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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0xe2,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,
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0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
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0x2c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
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0xb7,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
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0x29,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
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0x43,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
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0x2a,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
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0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
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0x2f,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x2c,0x00,0x00,0x00,
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0x41,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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0x06,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
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0x41,0x00,0x06,0x00,0x2f,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
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0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
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0x2e,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x07,0x00,0x00,0x00,
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0x4f,0x01,0x00,0x00,0xe5,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
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0x70,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
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0x4f,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
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0x83,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
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0x2f,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x0c,0x00,0x07,0x00,
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0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
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0x28,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
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0x88,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
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0x51,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x0c,0x00,0x07,0x00,
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0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
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0x28,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
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0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
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0x01,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
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0x56,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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0x58,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
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0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
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0x58,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
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0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
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0x1f,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
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0x36,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
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0x5d,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
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0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
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0xe2,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
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0x32,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
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0x39,0x01,0x00,0x00,0x88,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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0x01,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
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0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
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0x3e,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
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0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
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0x40,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x43,0x01,0x00,0x00,
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||||
0xf8,0x00,0x02,0x00,0x43,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
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0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
|
||||
0x87,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
|
||||
0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
|
||||
0x26,0x01,0x00,0x00,0x87,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
|
||||
0x2b,0x01,0x00,0x00,0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
|
||||
0x45,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
|
||||
0x59,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x47,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
|
||||
0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
|
||||
0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
|
||||
0x49,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
|
||||
0xa1,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
|
||||
0x42,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
|
||||
0x94,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
|
||||
0x73,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
|
||||
0xf1,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x07,0x00,0x00,0x00,
|
||||
0xf7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
|
||||
0x80,0x00,0x05,0x00,0x07,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
|
||||
0xb9,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
|
||||
0xa1,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
|
||||
0x42,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
|
||||
0x94,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
|
||||
0x73,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
|
||||
0xfa,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x03,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
|
||||
0x7f,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
|
||||
0x03,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
|
||||
0x04,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
|
||||
0xf2,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
|
||||
0x73,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
|
||||
0x04,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xa1,0x00,0x00,0x00,
|
||||
0x06,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
|
||||
0xb9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x06,0x01,0x00,0x00,
|
||||
0x05,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x11,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
|
||||
0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
|
||||
0x4b,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
|
||||
0x94,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
|
||||
0x41,0x00,0x06,0x00,0xa1,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
|
||||
0x98,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
|
||||
0x3e,0x00,0x03,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
|
||||
0xf9,0x00,0x02,0x00,0x17,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
|
||||
0x17,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
|
||||
|
||||
};
|
||||
const uint64_t rope_neox_f16_len = 3876;
|
||||
|
||||
unsigned char rope_neox_f32_data[] = {
|
||||
0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
|
||||
0x5a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
|
||||
0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
|
||||
0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
|
||||
0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,0x05,0x00,0x00,0x00,
|
||||
0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
|
||||
0x2c,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
|
||||
0x9d,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
|
||||
0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
|
||||
0x00,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
|
||||
0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
|
||||
0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
|
||||
0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
|
||||
0x2a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
|
||||
0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
|
||||
0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
|
||||
0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
|
||||
0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
|
||||
0x2a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
|
||||
0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
|
||||
0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
|
||||
0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
|
||||
0x2a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
|
||||
0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
|
||||
0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
|
||||
0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
|
||||
0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
|
||||
0x2a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
|
||||
0x68,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
|
||||
0x47,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x95,0x00,0x00,0x00,
|
||||
0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
|
||||
0x95,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
|
||||
0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x95,0x00,0x00,0x00,
|
||||
0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x97,0x00,0x00,0x00,
|
||||
0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
|
||||
0x97,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
|
||||
0x47,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x9b,0x00,0x00,0x00,
|
||||
0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
|
||||
0x9b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
|
||||
0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x9b,0x00,0x00,0x00,
|
||||
0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9d,0x00,0x00,0x00,
|
||||
0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
|
||||
0x9d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
|
||||
0x47,0x00,0x04,0x00,0xcb,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
|
||||
0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
|
||||
0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
|
||||
0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xcc,0x00,0x00,0x00,
|
||||
0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xce,0x00,0x00,0x00,
|
||||
0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
|
||||
0xce,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
|
||||
0x47,0x00,0x04,0x00,0x11,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
|
||||
0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
|
||||
0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
|
||||
0x16,0x00,0x03,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
|
||||
0x15,0x00,0x04,0x00,0x07,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
|
||||
0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
|
||||
0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
|
||||
0x06,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x6f,0x12,0x83,0x3a,
|
||||
0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
|
||||
0x00,0x00,0x80,0x3f,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
|
||||
0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
|
||||
0x07,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
|
||||
0x1c,0x00,0x04,0x00,0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x28,0x00,0x00,0x00,0x1e,0x00,0x0c,0x00,0x2a,0x00,0x00,0x00,
|
||||
0x07,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x07,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2b,0x00,0x00,0x00,
|
||||
0x09,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
|
||||
0x2b,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
|
||||
0x15,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
|
||||
0x2e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
|
||||
0x2f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
|
||||
0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
|
||||
0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
|
||||
0x39,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
|
||||
0x3c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
|
||||
0x41,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
|
||||
0x2d,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
|
||||
0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
|
||||
0x53,0x00,0x00,0x00,0xcd,0xcc,0xcc,0x3d,0x17,0x00,0x04,0x00,
|
||||
0x66,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
|
||||
0x20,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
|
||||
0x66,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x67,0x00,0x00,0x00,
|
||||
0x68,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
|
||||
0x07,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
|
||||
0x20,0x00,0x04,0x00,0x6a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
|
||||
0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
|
||||
0x6f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
|
||||
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0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
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0x12,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,
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0x6b,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x07,0x00,0x00,0x00,
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0x6d,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
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0x41,0x00,0x05,0x00,0x6a,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
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0x68,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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0x07,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
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0x41,0x00,0x05,0x00,0x73,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
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0x07,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
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0x78,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
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0x76,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
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0xf8,0x00,0x02,0x00,0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
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0x12,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x00,0x00,0x00,
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0x41,0x00,0x05,0x00,0x73,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
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0x2c,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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0x07,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
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0x07,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
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0x7d,0x00,0x00,0x00,0xac,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,
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0x85,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
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0xf7,0x00,0x03,0x00,0x87,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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0xfa,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
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0x87,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x86,0x00,0x00,0x00,
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0x84,0x00,0x05,0x00,0x07,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
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0x71,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
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0x07,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
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0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x07,0x00,0x00,0x00,
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0x91,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
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0x91,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
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0x42,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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0x06,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
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0x41,0x00,0x06,0x00,0xa0,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
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0x97,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
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0x93,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
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0x42,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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0x06,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
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0x97,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
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0x3e,0x00,0x03,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
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0x87,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x07,0x00,0x00,0x00,
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0x84,0x00,0x05,0x00,0x07,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
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0x7e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
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0x07,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
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0xb7,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
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0x80,0x00,0x05,0x00,0x07,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
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0xb5,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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0x73,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
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0xbb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
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0xbd,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
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0x07,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
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0xbd,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
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0xc1,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
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0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
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0xc1,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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0xc4,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
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0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
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0x7f,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
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0xc7,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
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0xc8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
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0xc2,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
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0x41,0x00,0x06,0x00,0xd0,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
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0xce,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
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0x3d,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
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0xd1,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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0xd5,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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0x2f,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
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0x33,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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0xd7,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
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0x06,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
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0xd7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
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0xda,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,
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0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
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0xda,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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0xdd,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
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0x06,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
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0x57,0x01,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
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0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
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0xdb,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
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0x06,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
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0xe0,0x00,0x00,0x00,0x6d,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
|
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0xe4,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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0x2f,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x2c,0x00,0x00,0x00,
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0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
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0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
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0xe1,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
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0x23,0x01,0x00,0x00,0x2c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
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0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
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0x23,0x01,0x00,0x00,0xb7,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,
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||||
0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
|
||||
0xf7,0x00,0x03,0x00,0x3e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
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||||
0xfa,0x00,0x04,0x00,0x25,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
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||||
0x3e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x26,0x01,0x00,0x00,
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||||
0x41,0x00,0x06,0x00,0x2f,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
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||||
0x2c,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
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||||
0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
|
||||
0x27,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x2f,0x00,0x00,0x00,
|
||||
0x29,0x01,0x00,0x00,0x2c,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
|
||||
0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
|
||||
0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
|
||||
0x07,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0xe4,0x00,0x00,0x00,
|
||||
0x17,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
|
||||
0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
|
||||
0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
|
||||
0x28,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x4d,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
|
||||
0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
|
||||
0x4d,0x01,0x00,0x00,0x88,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x4f,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
|
||||
0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
|
||||
0x4f,0x01,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
|
||||
0x52,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
|
||||
0x1f,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
|
||||
0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
|
||||
0x52,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x2e,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
|
||||
0x83,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
|
||||
0x52,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
|
||||
0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
|
||||
0x32,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
|
||||
0x1f,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x34,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
|
||||
0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
|
||||
0x31,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x88,0x00,0x05,0x00,
|
||||
0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
|
||||
0xd7,0x00,0x00,0x00,0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
|
||||
0x39,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
|
||||
0x38,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
|
||||
0x3b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
|
||||
0x53,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
|
||||
0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
|
||||
0x1e,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
|
||||
0x3e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,
|
||||
0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
|
||||
0x1e,0x01,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
|
||||
0x26,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
|
||||
0x54,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x87,0x00,0x00,0x00,
|
||||
0x35,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x0c,0x00,0x06,0x00,
|
||||
0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
|
||||
0x0e,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
|
||||
0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
|
||||
0x55,0x01,0x00,0x00,0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
|
||||
0x44,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
|
||||
0x54,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
|
||||
0x46,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
|
||||
0x41,0x00,0x06,0x00,0xa0,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
|
||||
0x9d,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
|
||||
0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
|
||||
0xef,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x07,0x00,0x00,0x00,
|
||||
0xf5,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
|
||||
0x80,0x00,0x05,0x00,0x07,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
|
||||
0xb8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
|
||||
0xa0,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
|
||||
0x42,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
|
||||
0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
|
||||
0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
|
||||
0xf8,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x7f,0x00,0x04,0x00,
|
||||
0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
|
||||
0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
|
||||
0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
|
||||
0x42,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
|
||||
0xa0,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
|
||||
0x42,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
|
||||
0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
|
||||
0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
|
||||
0x42,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
|
||||
0x0e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
|
||||
0xf0,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
|
||||
0x41,0x00,0x06,0x00,0xa0,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
|
||||
0x97,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
|
||||
0x3e,0x00,0x03,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
|
||||
0xf9,0x00,0x02,0x00,0x12,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
|
||||
0x12,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
|
||||
|
||||
};
|
||||
const uint64_t rope_neox_f32_len = 3792;
|
||||
|
||||
unsigned char scale_f32_data[] = {
|
||||
0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
|
||||
0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
|
||||
|
|
|
|||
|
|
@ -161,6 +161,19 @@ struct vk_op_rope_push_constants {
|
|||
float corr_dims[4];
|
||||
};
|
||||
|
||||
struct vk_op_rope_neox_push_constants {
|
||||
uint32_t ncols;
|
||||
uint32_t ndims;
|
||||
float freq_scale;
|
||||
uint32_t p_delta_rows;
|
||||
float freq_base;
|
||||
float ext_factor;
|
||||
float attn_factor;
|
||||
float corr_dims[4];
|
||||
float theta_scale;
|
||||
float inv_ndims;
|
||||
};
|
||||
|
||||
// Allow pre-recording command buffers
|
||||
struct vk_staging_memcpy {
|
||||
vk_staging_memcpy(void * _dst, const void * _src, size_t _n) : dst(_dst), src(_src), n(_n) {}
|
||||
|
|
@ -244,6 +257,7 @@ vk_pipeline vk_pipeline_relu_f32;
|
|||
vk_pipeline vk_pipeline_diag_mask_inf_f32;
|
||||
vk_pipeline vk_pipeline_soft_max_f32;
|
||||
vk_pipeline vk_pipeline_rope_f32, vk_pipeline_rope_f16;
|
||||
vk_pipeline vk_pipeline_rope_neox_f32, vk_pipeline_rope_neox_f16;
|
||||
|
||||
static size_t vk_semaphore_idx, vk_event_idx;
|
||||
static ggml_vk_garbage_collector vk_gc;
|
||||
|
|
@ -931,6 +945,9 @@ static void ggml_vk_load_shaders() {
|
|||
|
||||
vk_pipeline_rope_f32 = ggml_vk_create_pipeline("rope_f32", rope_f32_len, rope_f32_data, "main", 3, sizeof(vk_op_rope_push_constants), {1, 512, 1}, {}, 1);
|
||||
vk_pipeline_rope_f16 = ggml_vk_create_pipeline("rope_f16", rope_f16_len, rope_f16_data, "main", 3, sizeof(vk_op_rope_push_constants), {1, 512, 1}, {}, 1);
|
||||
|
||||
vk_pipeline_rope_neox_f32 = ggml_vk_create_pipeline("rope_neox_f32", rope_neox_f32_len, rope_neox_f32_data, "main", 3, sizeof(vk_op_rope_neox_push_constants), {1, 512, 1}, {}, 1);
|
||||
vk_pipeline_rope_neox_f16 = ggml_vk_create_pipeline("rope_neox_f16", rope_neox_f16_len, rope_neox_f16_data, "main", 3, sizeof(vk_op_rope_neox_push_constants), {1, 512, 1}, {}, 1);
|
||||
}
|
||||
|
||||
void ggml_vk_init() {
|
||||
|
|
@ -2663,13 +2680,32 @@ static vk_pipeline* ggml_vk_op_get_pipeline(const ggml_tensor * src0, const ggml
|
|||
}
|
||||
return nullptr;
|
||||
case GGML_OP_ROPE:
|
||||
if (src0->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32) {
|
||||
return &vk_pipeline_rope_f32;
|
||||
{
|
||||
const int mode = ((const int32_t *) dst->op_params)[2];
|
||||
const bool is_neox = mode & 2;
|
||||
const bool is_glm = mode & 4;
|
||||
|
||||
if (is_glm) {
|
||||
return nullptr;
|
||||
}
|
||||
|
||||
if (is_neox) {
|
||||
if (src0->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32) {
|
||||
return &vk_pipeline_rope_neox_f32;
|
||||
}
|
||||
if (src0->type == GGML_TYPE_F16 && dst->type == GGML_TYPE_F16) {
|
||||
return &vk_pipeline_rope_neox_f16;
|
||||
}
|
||||
} else {
|
||||
if (src0->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32) {
|
||||
return &vk_pipeline_rope_f32;
|
||||
}
|
||||
if (src0->type == GGML_TYPE_F16 && dst->type == GGML_TYPE_F16) {
|
||||
return &vk_pipeline_rope_f16;
|
||||
}
|
||||
}
|
||||
return nullptr;
|
||||
}
|
||||
if (src0->type == GGML_TYPE_F16 && dst->type == GGML_TYPE_F16) {
|
||||
return &vk_pipeline_rope_f16;
|
||||
}
|
||||
return nullptr;
|
||||
default:
|
||||
return nullptr;
|
||||
}
|
||||
|
|
@ -2966,13 +3002,18 @@ static void ggml_vk_rope(vk_context& ctx, const ggml_tensor * src0, const ggml_t
|
|||
const bool is_neox = mode & 2;
|
||||
const bool is_glm = mode & 4;
|
||||
|
||||
// TODO: Implement
|
||||
GGML_ASSERT(!is_neox && !is_glm); // NOLINT
|
||||
GGML_ASSERT(!is_glm);
|
||||
|
||||
float corr_dims[2];
|
||||
ggml_rope_yarn_corr_dims(n_dims, n_orig_ctx, freq_base, beta_fast, beta_slow, corr_dims);
|
||||
|
||||
ggml_vk_op_f32<vk_op_rope_push_constants>(ctx, src0, src1, dst, GGML_OP_ROPE, { (uint32_t)src0->ne[0], freq_scale, (uint32_t)src0->ne[1], freq_base, ext_factor, attn_factor, corr_dims[0], corr_dims[1], 0.0f, 0.0f });
|
||||
if (is_neox) {
|
||||
const float theta_scale = powf(freq_base, -2.0f/n_dims);
|
||||
const float inv_ndims = -1.0f / n_dims;
|
||||
ggml_vk_op_f32<vk_op_rope_neox_push_constants>(ctx, src0, src1, dst, GGML_OP_ROPE, { (uint32_t)src0->ne[0], (uint32_t)n_dims, freq_scale, (uint32_t)src0->ne[1], freq_base, ext_factor, attn_factor, corr_dims[0], corr_dims[1], 0.0f, 0.0f, theta_scale, inv_ndims });
|
||||
} else {
|
||||
ggml_vk_op_f32<vk_op_rope_push_constants>(ctx, src0, src1, dst, GGML_OP_ROPE, { (uint32_t)src0->ne[0], freq_scale, (uint32_t)src0->ne[1], freq_base, ext_factor, attn_factor, corr_dims[0], corr_dims[1], 0.0f, 0.0f });
|
||||
}
|
||||
}
|
||||
|
||||
static void ggml_vk_nop(vk_context& ctx, const ggml_tensor * src0, ggml_tensor * dst) {
|
||||
|
|
@ -4509,13 +4550,9 @@ GGML_CALL static bool ggml_backend_vk_supports_op(ggml_backend_t backend, const
|
|||
case GGML_OP_ROPE:
|
||||
{
|
||||
const int mode = ((const int32_t *) op->op_params)[2];
|
||||
const bool is_neox = mode & 2;
|
||||
const bool is_glm = mode & 4;
|
||||
|
||||
if (!is_neox && !is_glm) {
|
||||
return true;
|
||||
}
|
||||
return false;
|
||||
return !is_glm;
|
||||
} break;
|
||||
case GGML_OP_NONE:
|
||||
case GGML_OP_RESHAPE:
|
||||
|
|
|
|||
|
|
@ -1981,6 +1981,90 @@ void main() {
|
|||
}
|
||||
"""
|
||||
|
||||
rope_neox_src = """
|
||||
#version 450
|
||||
|
||||
#extension GL_EXT_shader_16bit_storage : require
|
||||
|
||||
layout(local_size_x = 1, local_size_y = 256, local_size_z = 1) in;
|
||||
|
||||
layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
|
||||
layout (binding = 1) readonly buffer Y {int data_b[];};
|
||||
layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
|
||||
|
||||
layout (push_constant) uniform parameter {
|
||||
uint ncols;
|
||||
uint ndims;
|
||||
float freq_scale;
|
||||
uint p_delta_rows;
|
||||
float freq_base;
|
||||
float ext_factor;
|
||||
float attn_factor;
|
||||
float corr_dims[4];
|
||||
float theta_scale;
|
||||
float inv_ndims;
|
||||
} p;
|
||||
|
||||
float rope_yarn_ramp(const float low, const float high, const uint i0) {
|
||||
const float y = (i0 / 2 - low) / max(0.001f, high - low);
|
||||
return 1.0f - min(1.0f, max(0.0f, y));
|
||||
}
|
||||
|
||||
void rope_yarn(const float theta_extrap, const uint i0, out float cos_theta, out float sin_theta) {
|
||||
float mscale = p.attn_factor;
|
||||
// Get n-d rotational scaling corrected for extrapolation
|
||||
float theta_interp = p.freq_scale * theta_extrap;
|
||||
float theta = theta_interp;
|
||||
if (p.ext_factor != 0.0f) {
|
||||
float ramp_mix = rope_yarn_ramp(p.corr_dims[0], p.corr_dims[1], i0) * p.ext_factor;
|
||||
theta = theta_interp * (1 - ramp_mix) + theta_extrap * ramp_mix;
|
||||
|
||||
// Get n-d magnitude scaling corrected for interpolation
|
||||
mscale *= 1.0f + 0.1f * log(1.0f / p.freq_scale);
|
||||
}
|
||||
cos_theta = cos(theta) * mscale;
|
||||
sin_theta = sin(theta) * mscale;
|
||||
}
|
||||
|
||||
void main() {
|
||||
const uint col = gl_GlobalInvocationID.y * 2;
|
||||
const uint row = gl_GlobalInvocationID.x;
|
||||
|
||||
if (col >= p.ncols) {
|
||||
return;
|
||||
}
|
||||
|
||||
const uint ib = col / p.ndims;
|
||||
const uint ic = col % p.ndims;
|
||||
|
||||
if (ib > 0) {
|
||||
const uint i = row*p.ncols + ib*p.ndims + ic;
|
||||
|
||||
data_d[i + 0] = data_a[i + 0];
|
||||
data_d[i + 1] = data_a[i + 1];
|
||||
|
||||
return;
|
||||
}
|
||||
|
||||
const uint i = row*p.ncols + ib*p.ndims + ic/2;
|
||||
const uint i2 = row/p.p_delta_rows;
|
||||
|
||||
const float cur_rot = p.inv_ndims * ic - ib;
|
||||
|
||||
const int pos = data_b[i2];
|
||||
const float theta_base = pos*p.freq_scale*pow(p.theta_scale, col/2.0f);
|
||||
|
||||
float cos_theta, sin_theta;
|
||||
rope_yarn(theta_base, uint(cur_rot), cos_theta, sin_theta);
|
||||
|
||||
const float x0 = float(data_a[i + 0]);
|
||||
const float x1 = float(data_a[i + p.ndims/2]);
|
||||
|
||||
data_d[i + 0] = D_TYPE(x0*cos_theta - x1*sin_theta);
|
||||
data_d[i + p.ndims/2] = D_TYPE(x0*sin_theta + x1*cos_theta);
|
||||
}
|
||||
"""
|
||||
|
||||
GLSLC = "glslc"
|
||||
|
||||
VK_NUM_TYPES = 16
|
||||
|
|
@ -2241,6 +2325,9 @@ async def main():
|
|||
tasks.append(string_to_spv("rope_f32", rope_src, {"A_TYPE": "float", "D_TYPE": "float"}, True))
|
||||
tasks.append(string_to_spv("rope_f16", rope_src, {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}, True))
|
||||
|
||||
tasks.append(string_to_spv("rope_neox_f32", rope_neox_src, {"A_TYPE": "float", "D_TYPE": "float"}, True))
|
||||
tasks.append(string_to_spv("rope_neox_f16", rope_neox_src, {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}, True))
|
||||
|
||||
await asyncio.gather(*tasks)
|
||||
|
||||
with open("ggml-vulkan-shaders.hpp", "w") as f:
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue