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提交 b6dfa51b 编写于 作者: D dolphin8 提交者： GitHub
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Merge pull request #1036 from dolphin8/opencl 

cl image & half
上级 23c9c184 64a625f8
隐藏空白更改
内联 并排
Showing with 511 addition and 1 deletion
src/framework/cl/cl_half.cpp 0 → 100644
浏览文件 @ b6dfa51b
/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License. */
// ftp://ftp.fox-toolkit.org/pub/fasthalffloatconversion.pdf
#include "cl_half.h"
const static uint32_t mantissatable[2048] = {
0x00000000, 0x33800000, 0x34000000, 0x34400000, 0x34800000, 0x34a00000, 0x34c00000, 0x34e00000,
0x35000000, 0x35100000, 0x35200000, 0x35300000, 0x35400000, 0x35500000, 0x35600000, 0x35700000,
0x35800000, 0x35880000, 0x35900000, 0x35980000, 0x35a00000, 0x35a80000, 0x35b00000, 0x35b80000,
0x35c00000, 0x35c80000, 0x35d00000, 0x35d80000, 0x35e00000, 0x35e80000, 0x35f00000, 0x35f80000,
0x36000000, 0x36040000, 0x36080000, 0x360c0000, 0x36100000, 0x36140000, 0x36180000, 0x361c0000,
0x36200000, 0x36240000, 0x36280000, 0x362c0000, 0x36300000, 0x36340000, 0x36380000, 0x363c0000,
0x36400000, 0x36440000, 0x36480000, 0x364c0000, 0x36500000, 0x36540000, 0x36580000, 0x365c0000,
0x36600000, 0x36640000, 0x36680000, 0x366c0000, 0x36700000, 0x36740000, 0x36780000, 0x367c0000,
0x36800000, 0x36820000, 0x36840000, 0x36860000, 0x36880000, 0x368a0000, 0x368c0000, 0x368e0000,
0x36900000, 0x36920000, 0x36940000, 0x36960000, 0x36980000, 0x369a0000, 0x369c0000, 0x369e0000,
0x36a00000, 0x36a20000, 0x36a40000, 0x36a60000, 0x36a80000, 0x36aa0000, 0x36ac0000, 0x36ae0000,
0x36b00000, 0x36b20000, 0x36b40000, 0x36b60000, 0x36b80000, 0x36ba0000, 0x36bc0000, 0x36be0000,
0x36c00000, 0x36c20000, 0x36c40000, 0x36c60000, 0x36c80000, 0x36ca0000, 0x36cc0000, 0x36ce0000,
0x36d00000, 0x36d20000, 0x36d40000, 0x36d60000, 0x36d80000, 0x36da0000, 0x36dc0000, 0x36de0000,
0x36e00000, 0x36e20000, 0x36e40000, 0x36e60000, 0x36e80000, 0x36ea0000, 0x36ec0000, 0x36ee0000,
0x36f00000, 0x36f20000, 0x36f40000, 0x36f60000, 0x36f80000, 0x36fa0000, 0x36fc0000, 0x36fe0000,
0x37000000, 0x37010000, 0x37020000, 0x37030000, 0x37040000, 0x37050000, 0x37060000, 0x37070000,
0x37080000, 0x37090000, 0x370a0000, 0x370b0000, 0x370c0000, 0x370d0000, 0x370e0000, 0x370f0000,
0x37100000, 0x37110000, 0x37120000, 0x37130000, 0x37140000, 0x37150000, 0x37160000, 0x37170000,
0x37180000, 0x37190000, 0x371a0000, 0x371b0000, 0x371c0000, 0x371d0000, 0x371e0000, 0x371f0000,
0x37200000, 0x37210000, 0x37220000, 0x37230000, 0x37240000, 0x37250000, 0x37260000, 0x37270000,
0x37280000, 0x37290000, 0x372a0000, 0x372b0000, 0x372c0000, 0x372d0000, 0x372e0000, 0x372f0000,
0x37300000, 0x37310000, 0x37320000, 0x37330000, 0x37340000, 0x37350000, 0x37360000, 0x37370000,
0x37380000, 0x37390000, 0x373a0000, 0x373b0000, 0x373c0000, 0x373d0000, 0x373e0000, 0x373f0000,
0x37400000, 0x37410000, 0x37420000, 0x37430000, 0x37440000, 0x37450000, 0x37460000, 0x37470000,
0x37480000, 0x37490000, 0x374a0000, 0x374b0000, 0x374c0000, 0x374d0000, 0x374e0000, 0x374f0000,
0x37500000, 0x37510000, 0x37520000, 0x37530000, 0x37540000, 0x37550000, 0x37560000, 0x37570000,
0x37580000, 0x37590000, 0x375a0000, 0x375b0000, 0x375c0000, 0x375d0000, 0x375e0000, 0x375f0000,
0x37600000, 0x37610000, 0x37620000, 0x37630000, 0x37640000, 0x37650000, 0x37660000, 0x37670000,
0x37680000, 0x37690000, 0x376a0000, 0x376b0000, 0x376c0000, 0x376d0000, 0x376e0000, 0x376f0000,
0x37700000, 0x37710000, 0x37720000, 0x37730000, 0x37740000, 0x37750000, 0x37760000, 0x37770000,
0x37780000, 0x37790000, 0x377a0000, 0x377b0000, 0x377c0000, 0x377d0000, 0x377e0000, 0x377f0000,
0x37800000, 0x37808000, 0x37810000, 0x37818000, 0x37820000, 0x37828000, 0x37830000, 0x37838000,
0x37840000, 0x37848000, 0x37850000, 0x37858000, 0x37860000, 0x37868000, 0x37870000, 0x37878000,
0x37880000, 0x37888000, 0x37890000, 0x37898000, 0x378a0000, 0x378a8000, 0x378b0000, 0x378b8000,
0x378c0000, 0x378c8000, 0x378d0000, 0x378d8000, 0x378e0000, 0x378e8000, 0x378f0000, 0x378f8000,
0x37900000, 0x37908000, 0x37910000, 0x37918000, 0x37920000, 0x37928000, 0x37930000, 0x37938000,
0x37940000, 0x37948000, 0x37950000, 0x37958000, 0x37960000, 0x37968000, 0x37970000, 0x37978000,
0x37980000, 0x37988000, 0x37990000, 0x37998000, 0x379a0000, 0x379a8000, 0x379b0000, 0x379b8000,
0x379c0000, 0x379c8000, 0x379d0000, 0x379d8000, 0x379e0000, 0x379e8000, 0x379f0000, 0x379f8000,
0x37a00000, 0x37a08000, 0x37a10000, 0x37a18000, 0x37a20000, 0x37a28000, 0x37a30000, 0x37a38000,
0x37a40000, 0x37a48000, 0x37a50000, 0x37a58000, 0x37a60000, 0x37a68000, 0x37a70000, 0x37a78000,
0x37a80000, 0x37a88000, 0x37a90000, 0x37a98000, 0x37aa0000, 0x37aa8000, 0x37ab0000, 0x37ab8000,
0x37ac0000, 0x37ac8000, 0x37ad0000, 0x37ad8000, 0x37ae0000, 0x37ae8000, 0x37af0000, 0x37af8000,
0x37b00000, 0x37b08000, 0x37b10000, 0x37b18000, 0x37b20000, 0x37b28000, 0x37b30000, 0x37b38000,
0x37b40000, 0x37b48000, 0x37b50000, 0x37b58000, 0x37b60000, 0x37b68000, 0x37b70000, 0x37b78000,
0x37b80000, 0x37b88000, 0x37b90000, 0x37b98000, 0x37ba0000, 0x37ba8000, 0x37bb0000, 0x37bb8000,
0x37bc0000, 0x37bc8000, 0x37bd0000, 0x37bd8000, 0x37be0000, 0x37be8000, 0x37bf0000, 0x37bf8000,
0x37c00000, 0x37c08000, 0x37c10000, 0x37c18000, 0x37c20000, 0x37c28000, 0x37c30000, 0x37c38000,
0x37c40000, 0x37c48000, 0x37c50000, 0x37c58000, 0x37c60000, 0x37c68000, 0x37c70000, 0x37c78000,
0x37c80000, 0x37c88000, 0x37c90000, 0x37c98000, 0x37ca0000, 0x37ca8000, 0x37cb0000, 0x37cb8000,
0x37cc0000, 0x37cc8000, 0x37cd0000, 0x37cd8000, 0x37ce0000, 0x37ce8000, 0x37cf0000, 0x37cf8000,
0x37d00000, 0x37d08000, 0x37d10000, 0x37d18000, 0x37d20000, 0x37d28000, 0x37d30000, 0x37d38000,
0x37d40000, 0x37d48000, 0x37d50000, 0x37d58000, 0x37d60000, 0x37d68000, 0x37d70000, 0x37d78000,
0x37d80000, 0x37d88000, 0x37d90000, 0x37d98000, 0x37da0000, 0x37da8000, 0x37db0000, 0x37db8000,
0x37dc0000, 0x37dc8000, 0x37dd0000, 0x37dd8000, 0x37de0000, 0x37de8000, 0x37df0000, 0x37df8000,
0x37e00000, 0x37e08000, 0x37e10000, 0x37e18000, 0x37e20000, 0x37e28000, 0x37e30000, 0x37e38000,
0x37e40000, 0x37e48000, 0x37e50000, 0x37e58000, 0x37e60000, 0x37e68000, 0x37e70000, 0x37e78000,
0x37e80000, 0x37e88000, 0x37e90000, 0x37e98000, 0x37ea0000, 0x37ea8000, 0x37eb0000, 0x37eb8000,
0x37ec0000, 0x37ec8000, 0x37ed0000, 0x37ed8000, 0x37ee0000, 0x37ee8000, 0x37ef0000, 0x37ef8000,
0x37f00000, 0x37f08000, 0x37f10000, 0x37f18000, 0x37f20000, 0x37f28000, 0x37f30000, 0x37f38000,
0x37f40000, 0x37f48000, 0x37f50000, 0x37f58000, 0x37f60000, 0x37f68000, 0x37f70000, 0x37f78000,
0x37f80000, 0x37f88000, 0x37f90000, 0x37f98000, 0x37fa0000, 0x37fa8000, 0x37fb0000, 0x37fb8000,
0x37fc0000, 0x37fc8000, 0x37fd0000, 0x37fd8000, 0x37fe0000, 0x37fe8000, 0x37ff0000, 0x37ff8000,
0x38000000, 0x38004000, 0x38008000, 0x3800c000, 0x38010000, 0x38014000, 0x38018000, 0x3801c000,
0x38020000, 0x38024000, 0x38028000, 0x3802c000, 0x38030000, 0x38034000, 0x38038000, 0x3803c000,
0x38040000, 0x38044000, 0x38048000, 0x3804c000, 0x38050000, 0x38054000, 0x38058000, 0x3805c000,
0x38060000, 0x38064000, 0x38068000, 0x3806c000, 0x38070000, 0x38074000, 0x38078000, 0x3807c000,
0x38080000, 0x38084000, 0x38088000, 0x3808c000, 0x38090000, 0x38094000, 0x38098000, 0x3809c000,
0x380a0000, 0x380a4000, 0x380a8000, 0x380ac000, 0x380b0000, 0x380b4000, 0x380b8000, 0x380bc000,
0x380c0000, 0x380c4000, 0x380c8000, 0x380cc000, 0x380d0000, 0x380d4000, 0x380d8000, 0x380dc000,
0x380e0000, 0x380e4000, 0x380e8000, 0x380ec000, 0x380f0000, 0x380f4000, 0x380f8000, 0x380fc000,
0x38100000, 0x38104000, 0x38108000, 0x3810c000, 0x38110000, 0x38114000, 0x38118000, 0x3811c000,
0x38120000, 0x38124000, 0x38128000, 0x3812c000, 0x38130000, 0x38134000, 0x38138000, 0x3813c000,
0x38140000, 0x38144000, 0x38148000, 0x3814c000, 0x38150000, 0x38154000, 0x38158000, 0x3815c000,
0x38160000, 0x38164000, 0x38168000, 0x3816c000, 0x38170000, 0x38174000, 0x38178000, 0x3817c000,
0x38180000, 0x38184000, 0x38188000, 0x3818c000, 0x38190000, 0x38194000, 0x38198000, 0x3819c000,
0x381a0000, 0x381a4000, 0x381a8000, 0x381ac000, 0x381b0000, 0x381b4000, 0x381b8000, 0x381bc000,
0x381c0000, 0x381c4000, 0x381c8000, 0x381cc000, 0x381d0000, 0x381d4000, 0x381d8000, 0x381dc000,
0x381e0000, 0x381e4000, 0x381e8000, 0x381ec000, 0x381f0000, 0x381f4000, 0x381f8000, 0x381fc000,
0x38200000, 0x38204000, 0x38208000, 0x3820c000, 0x38210000, 0x38214000, 0x38218000, 0x3821c000,
0x38220000, 0x38224000, 0x38228000, 0x3822c000, 0x38230000, 0x38234000, 0x38238000, 0x3823c000,
0x38240000, 0x38244000, 0x38248000, 0x3824c000, 0x38250000, 0x38254000, 0x38258000, 0x3825c000,
0x38260000, 0x38264000, 0x38268000, 0x3826c000, 0x38270000, 0x38274000, 0x38278000, 0x3827c000,
0x38280000, 0x38284000, 0x38288000, 0x3828c000, 0x38290000, 0x38294000, 0x38298000, 0x3829c000,
0x382a0000, 0x382a4000, 0x382a8000, 0x382ac000, 0x382b0000, 0x382b4000, 0x382b8000, 0x382bc000,
0x382c0000, 0x382c4000, 0x382c8000, 0x382cc000, 0x382d0000, 0x382d4000, 0x382d8000, 0x382dc000,
0x382e0000, 0x382e4000, 0x382e8000, 0x382ec000, 0x382f0000, 0x382f4000, 0x382f8000, 0x382fc000,
0x38300000, 0x38304000, 0x38308000, 0x3830c000, 0x38310000, 0x38314000, 0x38318000, 0x3831c000,
0x38320000, 0x38324000, 0x38328000, 0x3832c000, 0x38330000, 0x38334000, 0x38338000, 0x3833c000,
0x38340000, 0x38344000, 0x38348000, 0x3834c000, 0x38350000, 0x38354000, 0x38358000, 0x3835c000,
0x38360000, 0x38364000, 0x38368000, 0x3836c000, 0x38370000, 0x38374000, 0x38378000, 0x3837c000,
0x38380000, 0x38384000, 0x38388000, 0x3838c000, 0x38390000, 0x38394000, 0x38398000, 0x3839c000,
0x383a0000, 0x383a4000, 0x383a8000, 0x383ac000, 0x383b0000, 0x383b4000, 0x383b8000, 0x383bc000,
0x383c0000, 0x383c4000, 0x383c8000, 0x383cc000, 0x383d0000, 0x383d4000, 0x383d8000, 0x383dc000,
0x383e0000, 0x383e4000, 0x383e8000, 0x383ec000, 0x383f0000, 0x383f4000, 0x383f8000, 0x383fc000,
0x38400000, 0x38404000, 0x38408000, 0x3840c000, 0x38410000, 0x38414000, 0x38418000, 0x3841c000,
0x38420000, 0x38424000, 0x38428000, 0x3842c000, 0x38430000, 0x38434000, 0x38438000, 0x3843c000,
0x38440000, 0x38444000, 0x38448000, 0x3844c000, 0x38450000, 0x38454000, 0x38458000, 0x3845c000,
0x38460000, 0x38464000, 0x38468000, 0x3846c000, 0x38470000, 0x38474000, 0x38478000, 0x3847c000,
0x38480000, 0x38484000, 0x38488000, 0x3848c000, 0x38490000, 0x38494000, 0x38498000, 0x3849c000,
0x384a0000, 0x384a4000, 0x384a8000, 0x384ac000, 0x384b0000, 0x384b4000, 0x384b8000, 0x384bc000,
0x384c0000, 0x384c4000, 0x384c8000, 0x384cc000, 0x384d0000, 0x384d4000, 0x384d8000, 0x384dc000,
0x384e0000, 0x384e4000, 0x384e8000, 0x384ec000, 0x384f0000, 0x384f4000, 0x384f8000, 0x384fc000,
0x38500000, 0x38504000, 0x38508000, 0x3850c000, 0x38510000, 0x38514000, 0x38518000, 0x3851c000,
0x38520000, 0x38524000, 0x38528000, 0x3852c000, 0x38530000, 0x38534000, 0x38538000, 0x3853c000,
0x38540000, 0x38544000, 0x38548000, 0x3854c000, 0x38550000, 0x38554000, 0x38558000, 0x3855c000,
0x38560000, 0x38564000, 0x38568000, 0x3856c000, 0x38570000, 0x38574000, 0x38578000, 0x3857c000,
0x38580000, 0x38584000, 0x38588000, 0x3858c000, 0x38590000, 0x38594000, 0x38598000, 0x3859c000,
0x385a0000, 0x385a4000, 0x385a8000, 0x385ac000, 0x385b0000, 0x385b4000, 0x385b8000, 0x385bc000,
0x385c0000, 0x385c4000, 0x385c8000, 0x385cc000, 0x385d0000, 0x385d4000, 0x385d8000, 0x385dc000,
0x385e0000, 0x385e4000, 0x385e8000, 0x385ec000, 0x385f0000, 0x385f4000, 0x385f8000, 0x385fc000,
0x38600000, 0x38604000, 0x38608000, 0x3860c000, 0x38610000, 0x38614000, 0x38618000, 0x3861c000,
0x38620000, 0x38624000, 0x38628000, 0x3862c000, 0x38630000, 0x38634000, 0x38638000, 0x3863c000,
0x38640000, 0x38644000, 0x38648000, 0x3864c000, 0x38650000, 0x38654000, 0x38658000, 0x3865c000,
0x38660000, 0x38664000, 0x38668000, 0x3866c000, 0x38670000, 0x38674000, 0x38678000, 0x3867c000,
0x38680000, 0x38684000, 0x38688000, 0x3868c000, 0x38690000, 0x38694000, 0x38698000, 0x3869c000,
0x386a0000, 0x386a4000, 0x386a8000, 0x386ac000, 0x386b0000, 0x386b4000, 0x386b8000, 0x386bc000,
0x386c0000, 0x386c4000, 0x386c8000, 0x386cc000, 0x386d0000, 0x386d4000, 0x386d8000, 0x386dc000,
0x386e0000, 0x386e4000, 0x386e8000, 0x386ec000, 0x386f0000, 0x386f4000, 0x386f8000, 0x386fc000,
0x38700000, 0x38704000, 0x38708000, 0x3870c000, 0x38710000, 0x38714000, 0x38718000, 0x3871c000,
0x38720000, 0x38724000, 0x38728000, 0x3872c000, 0x38730000, 0x38734000, 0x38738000, 0x3873c000,
0x38740000, 0x38744000, 0x38748000, 0x3874c000, 0x38750000, 0x38754000, 0x38758000, 0x3875c000,
0x38760000, 0x38764000, 0x38768000, 0x3876c000, 0x38770000, 0x38774000, 0x38778000, 0x3877c000,
0x38780000, 0x38784000, 0x38788000, 0x3878c000, 0x38790000, 0x38794000, 0x38798000, 0x3879c000,
0x387a0000, 0x387a4000, 0x387a8000, 0x387ac000, 0x387b0000, 0x387b4000, 0x387b8000, 0x387bc000,
0x387c0000, 0x387c4000, 0x387c8000, 0x387cc000, 0x387d0000, 0x387d4000, 0x387d8000, 0x387dc000,
0x387e0000, 0x387e4000, 0x387e8000, 0x387ec000, 0x387f0000, 0x387f4000, 0x387f8000, 0x387fc000,
0x38000000, 0x38002000, 0x38004000, 0x38006000, 0x38008000, 0x3800a000, 0x3800c000, 0x3800e000,
0x38010000, 0x38012000, 0x38014000, 0x38016000, 0x38018000, 0x3801a000, 0x3801c000, 0x3801e000,
0x38020000, 0x38022000, 0x38024000, 0x38026000, 0x38028000, 0x3802a000, 0x3802c000, 0x3802e000,
0x38030000, 0x38032000, 0x38034000, 0x38036000, 0x38038000, 0x3803a000, 0x3803c000, 0x3803e000,
0x38040000, 0x38042000, 0x38044000, 0x38046000, 0x38048000, 0x3804a000, 0x3804c000, 0x3804e000,
0x38050000, 0x38052000, 0x38054000, 0x38056000, 0x38058000, 0x3805a000, 0x3805c000, 0x3805e000,
0x38060000, 0x38062000, 0x38064000, 0x38066000, 0x38068000, 0x3806a000, 0x3806c000, 0x3806e000,
0x38070000, 0x38072000, 0x38074000, 0x38076000, 0x38078000, 0x3807a000, 0x3807c000, 0x3807e000,
0x38080000, 0x38082000, 0x38084000, 0x38086000, 0x38088000, 0x3808a000, 0x3808c000, 0x3808e000,
0x38090000, 0x38092000, 0x38094000, 0x38096000, 0x38098000, 0x3809a000, 0x3809c000, 0x3809e000,
0x380a0000, 0x380a2000, 0x380a4000, 0x380a6000, 0x380a8000, 0x380aa000, 0x380ac000, 0x380ae000,
0x380b0000, 0x380b2000, 0x380b4000, 0x380b6000, 0x380b8000, 0x380ba000, 0x380bc000, 0x380be000,
0x380c0000, 0x380c2000, 0x380c4000, 0x380c6000, 0x380c8000, 0x380ca000, 0x380cc000, 0x380ce000,
0x380d0000, 0x380d2000, 0x380d4000, 0x380d6000, 0x380d8000, 0x380da000, 0x380dc000, 0x380de000,
0x380e0000, 0x380e2000, 0x380e4000, 0x380e6000, 0x380e8000, 0x380ea000, 0x380ec000, 0x380ee000,
0x380f0000, 0x380f2000, 0x380f4000, 0x380f6000, 0x380f8000, 0x380fa000, 0x380fc000, 0x380fe000,
0x38100000, 0x38102000, 0x38104000, 0x38106000, 0x38108000, 0x3810a000, 0x3810c000, 0x3810e000,
0x38110000, 0x38112000, 0x38114000, 0x38116000, 0x38118000, 0x3811a000, 0x3811c000, 0x3811e000,
0x38120000, 0x38122000, 0x38124000, 0x38126000, 0x38128000, 0x3812a000, 0x3812c000, 0x3812e000,
0x38130000, 0x38132000, 0x38134000, 0x38136000, 0x38138000, 0x3813a000, 0x3813c000, 0x3813e000,
0x38140000, 0x38142000, 0x38144000, 0x38146000, 0x38148000, 0x3814a000, 0x3814c000, 0x3814e000,
0x38150000, 0x38152000, 0x38154000, 0x38156000, 0x38158000, 0x3815a000, 0x3815c000, 0x3815e000,
0x38160000, 0x38162000, 0x38164000, 0x38166000, 0x38168000, 0x3816a000, 0x3816c000, 0x3816e000,
0x38170000, 0x38172000, 0x38174000, 0x38176000, 0x38178000, 0x3817a000, 0x3817c000, 0x3817e000,
0x38180000, 0x38182000, 0x38184000, 0x38186000, 0x38188000, 0x3818a000, 0x3818c000, 0x3818e000,
0x38190000, 0x38192000, 0x38194000, 0x38196000, 0x38198000, 0x3819a000, 0x3819c000, 0x3819e000,
0x381a0000, 0x381a2000, 0x381a4000, 0x381a6000, 0x381a8000, 0x381aa000, 0x381ac000, 0x381ae000,
0x381b0000, 0x381b2000, 0x381b4000, 0x381b6000, 0x381b8000, 0x381ba000, 0x381bc000, 0x381be000,
0x381c0000, 0x381c2000, 0x381c4000, 0x381c6000, 0x381c8000, 0x381ca000, 0x381cc000, 0x381ce000,
0x381d0000, 0x381d2000, 0x381d4000, 0x381d6000, 0x381d8000, 0x381da000, 0x381dc000, 0x381de000,
0x381e0000, 0x381e2000, 0x381e4000, 0x381e6000, 0x381e8000, 0x381ea000, 0x381ec000, 0x381ee000,
0x381f0000, 0x381f2000, 0x381f4000, 0x381f6000, 0x381f8000, 0x381fa000, 0x381fc000, 0x381fe000,
0x38200000, 0x38202000, 0x38204000, 0x38206000, 0x38208000, 0x3820a000, 0x3820c000, 0x3820e000,
0x38210000, 0x38212000, 0x38214000, 0x38216000, 0x38218000, 0x3821a000, 0x3821c000, 0x3821e000,
0x38220000, 0x38222000, 0x38224000, 0x38226000, 0x38228000, 0x3822a000, 0x3822c000, 0x3822e000,
0x38230000, 0x38232000, 0x38234000, 0x38236000, 0x38238000, 0x3823a000, 0x3823c000, 0x3823e000,
0x38240000, 0x38242000, 0x38244000, 0x38246000, 0x38248000, 0x3824a000, 0x3824c000, 0x3824e000,
0x38250000, 0x38252000, 0x38254000, 0x38256000, 0x38258000, 0x3825a000, 0x3825c000, 0x3825e000,
0x38260000, 0x38262000, 0x38264000, 0x38266000, 0x38268000, 0x3826a000, 0x3826c000, 0x3826e000,
0x38270000, 0x38272000, 0x38274000, 0x38276000, 0x38278000, 0x3827a000, 0x3827c000, 0x3827e000,
0x38280000, 0x38282000, 0x38284000, 0x38286000, 0x38288000, 0x3828a000, 0x3828c000, 0x3828e000,
0x38290000, 0x38292000, 0x38294000, 0x38296000, 0x38298000, 0x3829a000, 0x3829c000, 0x3829e000,
0x382a0000, 0x382a2000, 0x382a4000, 0x382a6000, 0x382a8000, 0x382aa000, 0x382ac000, 0x382ae000,
0x382b0000, 0x382b2000, 0x382b4000, 0x382b6000, 0x382b8000, 0x382ba000, 0x382bc000, 0x382be000,
0x382c0000, 0x382c2000, 0x382c4000, 0x382c6000, 0x382c8000, 0x382ca000, 0x382cc000, 0x382ce000,
0x382d0000, 0x382d2000, 0x382d4000, 0x382d6000, 0x382d8000, 0x382da000, 0x382dc000, 0x382de000,
0x382e0000, 0x382e2000, 0x382e4000, 0x382e6000, 0x382e8000, 0x382ea000, 0x382ec000, 0x382ee000,
0x382f0000, 0x382f2000, 0x382f4000, 0x382f6000, 0x382f8000, 0x382fa000, 0x382fc000, 0x382fe000,
0x38300000, 0x38302000, 0x38304000, 0x38306000, 0x38308000, 0x3830a000, 0x3830c000, 0x3830e000,
0x38310000, 0x38312000, 0x38314000, 0x38316000, 0x38318000, 0x3831a000, 0x3831c000, 0x3831e000,
0x38320000, 0x38322000, 0x38324000, 0x38326000, 0x38328000, 0x3832a000, 0x3832c000, 0x3832e000,
0x38330000, 0x38332000, 0x38334000, 0x38336000, 0x38338000, 0x3833a000, 0x3833c000, 0x3833e000,
0x38340000, 0x38342000, 0x38344000, 0x38346000, 0x38348000, 0x3834a000, 0x3834c000, 0x3834e000,
0x38350000, 0x38352000, 0x38354000, 0x38356000, 0x38358000, 0x3835a000, 0x3835c000, 0x3835e000,
0x38360000, 0x38362000, 0x38364000, 0x38366000, 0x38368000, 0x3836a000, 0x3836c000, 0x3836e000,
0x38370000, 0x38372000, 0x38374000, 0x38376000, 0x38378000, 0x3837a000, 0x3837c000, 0x3837e000,
0x38380000, 0x38382000, 0x38384000, 0x38386000, 0x38388000, 0x3838a000, 0x3838c000, 0x3838e000,
0x38390000, 0x38392000, 0x38394000, 0x38396000, 0x38398000, 0x3839a000, 0x3839c000, 0x3839e000,
0x383a0000, 0x383a2000, 0x383a4000, 0x383a6000, 0x383a8000, 0x383aa000, 0x383ac000, 0x383ae000,
0x383b0000, 0x383b2000, 0x383b4000, 0x383b6000, 0x383b8000, 0x383ba000, 0x383bc000, 0x383be000,
0x383c0000, 0x383c2000, 0x383c4000, 0x383c6000, 0x383c8000, 0x383ca000, 0x383cc000, 0x383ce000,
0x383d0000, 0x383d2000, 0x383d4000, 0x383d6000, 0x383d8000, 0x383da000, 0x383dc000, 0x383de000,
0x383e0000, 0x383e2000, 0x383e4000, 0x383e6000, 0x383e8000, 0x383ea000, 0x383ec000, 0x383ee000,
0x383f0000, 0x383f2000, 0x383f4000, 0x383f6000, 0x383f8000, 0x383fa000, 0x383fc000, 0x383fe000,
0x38400000, 0x38402000, 0x38404000, 0x38406000, 0x38408000, 0x3840a000, 0x3840c000, 0x3840e000,
0x38410000, 0x38412000, 0x38414000, 0x38416000, 0x38418000, 0x3841a000, 0x3841c000, 0x3841e000,
0x38420000, 0x38422000, 0x38424000, 0x38426000, 0x38428000, 0x3842a000, 0x3842c000, 0x3842e000,
0x38430000, 0x38432000, 0x38434000, 0x38436000, 0x38438000, 0x3843a000, 0x3843c000, 0x3843e000,
0x38440000, 0x38442000, 0x38444000, 0x38446000, 0x38448000, 0x3844a000, 0x3844c000, 0x3844e000,
0x38450000, 0x38452000, 0x38454000, 0x38456000, 0x38458000, 0x3845a000, 0x3845c000, 0x3845e000,
0x38460000, 0x38462000, 0x38464000, 0x38466000, 0x38468000, 0x3846a000, 0x3846c000, 0x3846e000,
0x38470000, 0x38472000, 0x38474000, 0x38476000, 0x38478000, 0x3847a000, 0x3847c000, 0x3847e000,
0x38480000, 0x38482000, 0x38484000, 0x38486000, 0x38488000, 0x3848a000, 0x3848c000, 0x3848e000,
0x38490000, 0x38492000, 0x38494000, 0x38496000, 0x38498000, 0x3849a000, 0x3849c000, 0x3849e000,
0x384a0000, 0x384a2000, 0x384a4000, 0x384a6000, 0x384a8000, 0x384aa000, 0x384ac000, 0x384ae000,
0x384b0000, 0x384b2000, 0x384b4000, 0x384b6000, 0x384b8000, 0x384ba000, 0x384bc000, 0x384be000,
0x384c0000, 0x384c2000, 0x384c4000, 0x384c6000, 0x384c8000, 0x384ca000, 0x384cc000, 0x384ce000,
0x384d0000, 0x384d2000, 0x384d4000, 0x384d6000, 0x384d8000, 0x384da000, 0x384dc000, 0x384de000,
0x384e0000, 0x384e2000, 0x384e4000, 0x384e6000, 0x384e8000, 0x384ea000, 0x384ec000, 0x384ee000,
0x384f0000, 0x384f2000, 0x384f4000, 0x384f6000, 0x384f8000, 0x384fa000, 0x384fc000, 0x384fe000,
0x38500000, 0x38502000, 0x38504000, 0x38506000, 0x38508000, 0x3850a000, 0x3850c000, 0x3850e000,
0x38510000, 0x38512000, 0x38514000, 0x38516000, 0x38518000, 0x3851a000, 0x3851c000, 0x3851e000,
0x38520000, 0x38522000, 0x38524000, 0x38526000, 0x38528000, 0x3852a000, 0x3852c000, 0x3852e000,
0x38530000, 0x38532000, 0x38534000, 0x38536000, 0x38538000, 0x3853a000, 0x3853c000, 0x3853e000,
0x38540000, 0x38542000, 0x38544000, 0x38546000, 0x38548000, 0x3854a000, 0x3854c000, 0x3854e000,
0x38550000, 0x38552000, 0x38554000, 0x38556000, 0x38558000, 0x3855a000, 0x3855c000, 0x3855e000,
0x38560000, 0x38562000, 0x38564000, 0x38566000, 0x38568000, 0x3856a000, 0x3856c000, 0x3856e000,
0x38570000, 0x38572000, 0x38574000, 0x38576000, 0x38578000, 0x3857a000, 0x3857c000, 0x3857e000,
0x38580000, 0x38582000, 0x38584000, 0x38586000, 0x38588000, 0x3858a000, 0x3858c000, 0x3858e000,
0x38590000, 0x38592000, 0x38594000, 0x38596000, 0x38598000, 0x3859a000, 0x3859c000, 0x3859e000,
0x385a0000, 0x385a2000, 0x385a4000, 0x385a6000, 0x385a8000, 0x385aa000, 0x385ac000, 0x385ae000,
0x385b0000, 0x385b2000, 0x385b4000, 0x385b6000, 0x385b8000, 0x385ba000, 0x385bc000, 0x385be000,
0x385c0000, 0x385c2000, 0x385c4000, 0x385c6000, 0x385c8000, 0x385ca000, 0x385cc000, 0x385ce000,
0x385d0000, 0x385d2000, 0x385d4000, 0x385d6000, 0x385d8000, 0x385da000, 0x385dc000, 0x385de000,
0x385e0000, 0x385e2000, 0x385e4000, 0x385e6000, 0x385e8000, 0x385ea000, 0x385ec000, 0x385ee000,
0x385f0000, 0x385f2000, 0x385f4000, 0x385f6000, 0x385f8000, 0x385fa000, 0x385fc000, 0x385fe000,
0x38600000, 0x38602000, 0x38604000, 0x38606000, 0x38608000, 0x3860a000, 0x3860c000, 0x3860e000,
0x38610000, 0x38612000, 0x38614000, 0x38616000, 0x38618000, 0x3861a000, 0x3861c000, 0x3861e000,
0x38620000, 0x38622000, 0x38624000, 0x38626000, 0x38628000, 0x3862a000, 0x3862c000, 0x3862e000,
0x38630000, 0x38632000, 0x38634000, 0x38636000, 0x38638000, 0x3863a000, 0x3863c000, 0x3863e000,
0x38640000, 0x38642000, 0x38644000, 0x38646000, 0x38648000, 0x3864a000, 0x3864c000, 0x3864e000,
0x38650000, 0x38652000, 0x38654000, 0x38656000, 0x38658000, 0x3865a000, 0x3865c000, 0x3865e000,
0x38660000, 0x38662000, 0x38664000, 0x38666000, 0x38668000, 0x3866a000, 0x3866c000, 0x3866e000,
0x38670000, 0x38672000, 0x38674000, 0x38676000, 0x38678000, 0x3867a000, 0x3867c000, 0x3867e000,
0x38680000, 0x38682000, 0x38684000, 0x38686000, 0x38688000, 0x3868a000, 0x3868c000, 0x3868e000,
0x38690000, 0x38692000, 0x38694000, 0x38696000, 0x38698000, 0x3869a000, 0x3869c000, 0x3869e000,
0x386a0000, 0x386a2000, 0x386a4000, 0x386a6000, 0x386a8000, 0x386aa000, 0x386ac000, 0x386ae000,
0x386b0000, 0x386b2000, 0x386b4000, 0x386b6000, 0x386b8000, 0x386ba000, 0x386bc000, 0x386be000,
0x386c0000, 0x386c2000, 0x386c4000, 0x386c6000, 0x386c8000, 0x386ca000, 0x386cc000, 0x386ce000,
0x386d0000, 0x386d2000, 0x386d4000, 0x386d6000, 0x386d8000, 0x386da000, 0x386dc000, 0x386de000,
0x386e0000, 0x386e2000, 0x386e4000, 0x386e6000, 0x386e8000, 0x386ea000, 0x386ec000, 0x386ee000,
0x386f0000, 0x386f2000, 0x386f4000, 0x386f6000, 0x386f8000, 0x386fa000, 0x386fc000, 0x386fe000,
0x38700000, 0x38702000, 0x38704000, 0x38706000, 0x38708000, 0x3870a000, 0x3870c000, 0x3870e000,
0x38710000, 0x38712000, 0x38714000, 0x38716000, 0x38718000, 0x3871a000, 0x3871c000, 0x3871e000,
0x38720000, 0x38722000, 0x38724000, 0x38726000, 0x38728000, 0x3872a000, 0x3872c000, 0x3872e000,
0x38730000, 0x38732000, 0x38734000, 0x38736000, 0x38738000, 0x3873a000, 0x3873c000, 0x3873e000,
0x38740000, 0x38742000, 0x38744000, 0x38746000, 0x38748000, 0x3874a000, 0x3874c000, 0x3874e000,
0x38750000, 0x38752000, 0x38754000, 0x38756000, 0x38758000, 0x3875a000, 0x3875c000, 0x3875e000,
0x38760000, 0x38762000, 0x38764000, 0x38766000, 0x38768000, 0x3876a000, 0x3876c000, 0x3876e000,
0x38770000, 0x38772000, 0x38774000, 0x38776000, 0x38778000, 0x3877a000, 0x3877c000, 0x3877e000,
0x38780000, 0x38782000, 0x38784000, 0x38786000, 0x38788000, 0x3878a000, 0x3878c000, 0x3878e000,
0x38790000, 0x38792000, 0x38794000, 0x38796000, 0x38798000, 0x3879a000, 0x3879c000, 0x3879e000,
0x387a0000, 0x387a2000, 0x387a4000, 0x387a6000, 0x387a8000, 0x387aa000, 0x387ac000, 0x387ae000,
0x387b0000, 0x387b2000, 0x387b4000, 0x387b6000, 0x387b8000, 0x387ba000, 0x387bc000, 0x387be000,
0x387c0000, 0x387c2000, 0x387c4000, 0x387c6000, 0x387c8000, 0x387ca000, 0x387cc000, 0x387ce000,
0x387d0000, 0x387d2000, 0x387d4000, 0x387d6000, 0x387d8000, 0x387da000, 0x387dc000, 0x387de000,
0x387e0000, 0x387e2000, 0x387e4000, 0x387e6000, 0x387e8000, 0x387ea000, 0x387ec000, 0x387ee000,
0x387f0000, 0x387f2000, 0x387f4000, 0x387f6000, 0x387f8000, 0x387fa000, 0x387fc000, 0x387fe000
};
const static uint16_t offsettable[64] = {
0x0000, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400,
0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400,
0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400,
0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400,
0x0000, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400,
0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400,
0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400,
0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400, 0x0400
};
const static uint32_t exponenttable[64] = {
0x00000000, 0x00800000, 0x01000000, 0x01800000, 0x02000000, 0x02800000, 0x03000000, 0x03800000,
0x04000000, 0x04800000, 0x05000000, 0x05800000, 0x06000000, 0x06800000, 0x07000000, 0x07800000,
0x08000000, 0x08800000, 0x09000000, 0x09800000, 0x0a000000, 0x0a800000, 0x0b000000, 0x0b800000,
0x0c000000, 0x0c800000, 0x0d000000, 0x0d800000, 0x0e000000, 0x0e800000, 0x0f000000, 0x47800000,
0x80000000, 0x80800000, 0x81000000, 0x81800000, 0x82000000, 0x82800000, 0x83000000, 0x83800000,
0x84000000, 0x84800000, 0x85000000, 0x85800000, 0x86000000, 0x86800000, 0x87000000, 0x87800000,
0x88000000, 0x88800000, 0x89000000, 0x89800000, 0x8a000000, 0x8a800000, 0x8b000000, 0x8b800000,
0x8c000000, 0x8c800000, 0x8d000000, 0x8d800000, 0x8e000000, 0x8e800000, 0x8f000000, 0xc7800000
};
const static uint16_t basetable[512] = {
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000,
0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0001,
0x0002, 0x0004, 0x0008, 0x0010, 0x0020, 0x0040, 0x0080, 0x0100,
0x0200, 0x0400, 0x0800, 0x0c00, 0x1000, 0x1400, 0x1800, 0x1c00,
0x2000, 0x2400, 0x2800, 0x2c00, 0x3000, 0x3400, 0x3800, 0x3c00,
0x4000, 0x4400, 0x4800, 0x4c00, 0x5000, 0x5400, 0x5800, 0x5c00,
0x6000, 0x6400, 0x6800, 0x6c00, 0x7000, 0x7400, 0x7800, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00, 0x7c00,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000,
0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8001,
0x8002, 0x8004, 0x8008, 0x8010, 0x8020, 0x8040, 0x8080, 0x8100,
0x8200, 0x8400, 0x8800, 0x8c00, 0x9000, 0x9400, 0x9800, 0x9c00,
0xa000, 0xa400, 0xa800, 0xac00, 0xb000, 0xb400, 0xb800, 0xbc00,
0xc000, 0xc400, 0xc800, 0xcc00, 0xd000, 0xd400, 0xd800, 0xdc00,
0xe000, 0xe400, 0xe800, 0xec00, 0xf000, 0xf400, 0xf800, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00,
0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00, 0xfc00
};
const static uint8_t shifttable[512] = {
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x17,
0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x0f,
0x0e, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d,
0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d,
0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d,
0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x0d,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x17,
0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x0f,
0x0e, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d,
0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d,
0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d,
0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x0d, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18,
0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x18, 0x0d
};
half_t float2half(float f) {
uint32_t v = *reinterpret_cast<uint32_t*>(&f);
return basetable[(v>>23)&0x1ff]+((v&0x007fffff)>>shifttable[(v>>23)&0x1ff]);
}
float half2float(half_t h) {
uint32_t v = mantissatable[offsettable[h>>10]+(h&0x3ff)]+exponenttable[h>>10];
return *reinterpret_cast<float*>(&v);
}
\ No newline at end of file
src/framework/cl/cl_half.h 0 → 100644
浏览文件 @ b6dfa51b
/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License. */
#pragma once
#include <cstdint>
typedef uint16_t half_t;
half_t float2half(float f);
float half2float(half_t h);
\ No newline at end of file
src/framework/cl/cl_image.h
浏览文件 @ b6dfa51b
...@@ -17,6 +17,7 @@ limitations under the License. */ ...@@ -17,6 +17,7 @@ limitations under the License. */
#include "framework/ddim.h" #include "framework/ddim.h"
#include "framework/tensor.h" #include "framework/tensor.h"
#include "CL/cl.h" #include "CL/cl.h"
#include "cl_half.h"
namespace paddle_mobile { namespace paddle_mobile {
namespace framework { namespace framework {
...@@ -26,10 +27,56 @@ class CLImage { ...@@ -26,10 +27,56 @@ class CLImage {
CLImage() = default; CLImage() = default;
void Init(cl_context context, float *tensorInput, DDim ddim) { void Init(cl_context context, float *tensorInput, DDim ddim) {
cl_image_format cf = {
.image_channel_order = CL_RGBA,
.image_channel_data_type = CL_HALF_FLOAT
};
// NCHW -> [W * (C+3)/4, H * N]
size_t N = tensorDims_[0];
size_t C = tensorDims_[1];
size_t H = tensorDims_[2];
size_t W = tensorDims_[3];
size_t width = W * ((C + 3) / 4);
size_t height = H * N;
std::unique_ptr<half_t[]> imageData();
if (tensorInput != nullptr) {
imageData.reset(new half_t[width * height * 4]);
float *p = tensorInput;
size_t i0 = 0;
for (int n = 0; n < N; n++) {
for (int c = 0; c < C; c++) {
size_t i1 = i0;
for (int h = 0; h < H; h++) {
size_t i2 = i1 << 2 + c % 4;
for (int w = 0; w < W; w++) {
imageData[i2] = float2half(*p);
i2 += 4;
p++;
}
i1 += width;
}
}
i0 += width * H;
}
}
cl_int err;
cl_image_ = clCreateImage2D(
context, // cl_context context
CL_MEM_READ_WRITE | CL_MEM_COPY_HOST_PTR, // cl_mem_flags flags
&cf, // const cl_image_format *image_format
width, // size_t image_width
height, // size_t image_height
0, // size_t image_row_pitch
reinterpret_cast<void*>(imageData.get()), // void *host_ptr
&err // cl_int *errcode_ret
);
if (err != CL_SUCCESS) {
// TODO: error handling
}
} }
void Init(cl_context context, DDim ddim) { void Init(cl_context context, DDim ddim) {
Init(cl_context context, nullptr, DDim ddim);
} }
inline CLImage &Resize(const DDim &dims) { inline CLImage &Resize(const DDim &dims) {
......
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