shithub: libvpx

Download patch

ref: 59b7f2f36f534ec53caba6ee049bfafca02511c6
parent: 18d309c12734d2f06d54ad1716e512153a13ab9d
parent: 5362ce31ca7224815cff119f608304f77882f129
author: Angie Chiang <angiebird@google.com>
date: Wed Jul 24 17:01:42 EDT 2019

Merge "Add vp9_non_greedy_mv.c/h"

--- a/vp9/common/vp9_mv.h
+++ b/vp9/common/vp9_mv.h
@@ -19,6 +19,8 @@
 extern "C" {
 #endif
 
+#define INVALID_MV 0x80008000
+
 typedef struct mv {
   int16_t row;
   int16_t col;
--- a/vp9/encoder/vp9_mcomp.c
+++ b/vp9/encoder/vp9_mcomp.c
@@ -1731,202 +1731,6 @@
 #define MAX_RANGE 256
 #define MIN_INTERVAL 1
 #if CONFIG_NON_GREEDY_MV
-
-#define LOG2_TABLE_SIZE 1024
-static const int log2_table[LOG2_TABLE_SIZE] = {
-  0,  // This is a dummy value
-  0,        1048576,  1661954,  2097152,  2434718,  2710530,  2943725,
-  3145728,  3323907,  3483294,  3627477,  3759106,  3880192,  3992301,
-  4096672,  4194304,  4286015,  4372483,  4454275,  4531870,  4605679,
-  4676053,  4743299,  4807682,  4869436,  4928768,  4985861,  5040877,
-  5093962,  5145248,  5194851,  5242880,  5289431,  5334591,  5378443,
-  5421059,  5462508,  5502851,  5542146,  5580446,  5617800,  5654255,
-  5689851,  5724629,  5758625,  5791875,  5824409,  5856258,  5887450,
-  5918012,  5947969,  5977344,  6006160,  6034437,  6062195,  6089453,
-  6116228,  6142538,  6168398,  6193824,  6218829,  6243427,  6267632,
-  6291456,  6314910,  6338007,  6360756,  6383167,  6405252,  6427019,
-  6448477,  6469635,  6490501,  6511084,  6531390,  6551427,  6571202,
-  6590722,  6609993,  6629022,  6647815,  6666376,  6684713,  6702831,
-  6720734,  6738427,  6755916,  6773205,  6790299,  6807201,  6823917,
-  6840451,  6856805,  6872985,  6888993,  6904834,  6920510,  6936026,
-  6951384,  6966588,  6981641,  6996545,  7011304,  7025920,  7040397,
-  7054736,  7068940,  7083013,  7096956,  7110771,  7124461,  7138029,
-  7151476,  7164804,  7178017,  7191114,  7204100,  7216974,  7229740,
-  7242400,  7254954,  7267405,  7279754,  7292003,  7304154,  7316208,
-  7328167,  7340032,  7351805,  7363486,  7375079,  7386583,  7398000,
-  7409332,  7420579,  7431743,  7442826,  7453828,  7464751,  7475595,
-  7486362,  7497053,  7507669,  7518211,  7528680,  7539077,  7549404,
-  7559660,  7569847,  7579966,  7590017,  7600003,  7609923,  7619778,
-  7629569,  7639298,  7648964,  7658569,  7668114,  7677598,  7687023,
-  7696391,  7705700,  7714952,  7724149,  7733289,  7742375,  7751407,
-  7760385,  7769310,  7778182,  7787003,  7795773,  7804492,  7813161,
-  7821781,  7830352,  7838875,  7847350,  7855777,  7864158,  7872493,
-  7880782,  7889027,  7897226,  7905381,  7913492,  7921561,  7929586,
-  7937569,  7945510,  7953410,  7961268,  7969086,  7976864,  7984602,
-  7992301,  7999960,  8007581,  8015164,  8022709,  8030217,  8037687,
-  8045121,  8052519,  8059880,  8067206,  8074496,  8081752,  8088973,
-  8096159,  8103312,  8110431,  8117516,  8124569,  8131589,  8138576,
-  8145532,  8152455,  8159347,  8166208,  8173037,  8179836,  8186605,
-  8193343,  8200052,  8206731,  8213380,  8220001,  8226593,  8233156,
-  8239690,  8246197,  8252676,  8259127,  8265550,  8271947,  8278316,
-  8284659,  8290976,  8297266,  8303530,  8309768,  8315981,  8322168,
-  8328330,  8334467,  8340579,  8346667,  8352730,  8358769,  8364784,
-  8370775,  8376743,  8382687,  8388608,  8394506,  8400381,  8406233,
-  8412062,  8417870,  8423655,  8429418,  8435159,  8440878,  8446576,
-  8452252,  8457908,  8463542,  8469155,  8474748,  8480319,  8485871,
-  8491402,  8496913,  8502404,  8507875,  8513327,  8518759,  8524171,
-  8529564,  8534938,  8540293,  8545629,  8550947,  8556245,  8561525,
-  8566787,  8572031,  8577256,  8582464,  8587653,  8592825,  8597980,
-  8603116,  8608236,  8613338,  8618423,  8623491,  8628542,  8633576,
-  8638593,  8643594,  8648579,  8653547,  8658499,  8663434,  8668354,
-  8673258,  8678145,  8683017,  8687874,  8692715,  8697540,  8702350,
-  8707145,  8711925,  8716690,  8721439,  8726174,  8730894,  8735599,
-  8740290,  8744967,  8749628,  8754276,  8758909,  8763528,  8768134,
-  8772725,  8777302,  8781865,  8786415,  8790951,  8795474,  8799983,
-  8804478,  8808961,  8813430,  8817886,  8822328,  8826758,  8831175,
-  8835579,  8839970,  8844349,  8848715,  8853068,  8857409,  8861737,
-  8866053,  8870357,  8874649,  8878928,  8883195,  8887451,  8891694,
-  8895926,  8900145,  8904353,  8908550,  8912734,  8916908,  8921069,
-  8925220,  8929358,  8933486,  8937603,  8941708,  8945802,  8949885,
-  8953957,  8958018,  8962068,  8966108,  8970137,  8974155,  8978162,
-  8982159,  8986145,  8990121,  8994086,  8998041,  9001986,  9005920,
-  9009844,  9013758,  9017662,  9021556,  9025440,  9029314,  9033178,
-  9037032,  9040877,  9044711,  9048536,  9052352,  9056157,  9059953,
-  9063740,  9067517,  9071285,  9075044,  9078793,  9082533,  9086263,
-  9089985,  9093697,  9097400,  9101095,  9104780,  9108456,  9112123,
-  9115782,  9119431,  9123072,  9126704,  9130328,  9133943,  9137549,
-  9141146,  9144735,  9148316,  9151888,  9155452,  9159007,  9162554,
-  9166092,  9169623,  9173145,  9176659,  9180165,  9183663,  9187152,
-  9190634,  9194108,  9197573,  9201031,  9204481,  9207923,  9211357,
-  9214784,  9218202,  9221613,  9225017,  9228412,  9231800,  9235181,
-  9238554,  9241919,  9245277,  9248628,  9251971,  9255307,  9258635,
-  9261956,  9265270,  9268577,  9271876,  9275169,  9278454,  9281732,
-  9285002,  9288266,  9291523,  9294773,  9298016,  9301252,  9304481,
-  9307703,  9310918,  9314126,  9317328,  9320523,  9323711,  9326892,
-  9330067,  9333235,  9336397,  9339552,  9342700,  9345842,  9348977,
-  9352106,  9355228,  9358344,  9361454,  9364557,  9367654,  9370744,
-  9373828,  9376906,  9379978,  9383043,  9386102,  9389155,  9392202,
-  9395243,  9398278,  9401306,  9404329,  9407345,  9410356,  9413360,
-  9416359,  9419351,  9422338,  9425319,  9428294,  9431263,  9434226,
-  9437184,  9440136,  9443082,  9446022,  9448957,  9451886,  9454809,
-  9457726,  9460638,  9463545,  9466446,  9469341,  9472231,  9475115,
-  9477994,  9480867,  9483735,  9486597,  9489454,  9492306,  9495152,
-  9497993,  9500828,  9503659,  9506484,  9509303,  9512118,  9514927,
-  9517731,  9520530,  9523324,  9526112,  9528895,  9531674,  9534447,
-  9537215,  9539978,  9542736,  9545489,  9548237,  9550980,  9553718,
-  9556451,  9559179,  9561903,  9564621,  9567335,  9570043,  9572747,
-  9575446,  9578140,  9580830,  9583514,  9586194,  9588869,  9591540,
-  9594205,  9596866,  9599523,  9602174,  9604821,  9607464,  9610101,
-  9612735,  9615363,  9617987,  9620607,  9623222,  9625832,  9628438,
-  9631040,  9633637,  9636229,  9638818,  9641401,  9643981,  9646556,
-  9649126,  9651692,  9654254,  9656812,  9659365,  9661914,  9664459,
-  9666999,  9669535,  9672067,  9674594,  9677118,  9679637,  9682152,
-  9684663,  9687169,  9689672,  9692170,  9694665,  9697155,  9699641,
-  9702123,  9704601,  9707075,  9709545,  9712010,  9714472,  9716930,
-  9719384,  9721834,  9724279,  9726721,  9729159,  9731593,  9734024,
-  9736450,  9738872,  9741291,  9743705,  9746116,  9748523,  9750926,
-  9753326,  9755721,  9758113,  9760501,  9762885,  9765266,  9767642,
-  9770015,  9772385,  9774750,  9777112,  9779470,  9781825,  9784175,
-  9786523,  9788866,  9791206,  9793543,  9795875,  9798204,  9800530,
-  9802852,  9805170,  9807485,  9809797,  9812104,  9814409,  9816710,
-  9819007,  9821301,  9823591,  9825878,  9828161,  9830441,  9832718,
-  9834991,  9837261,  9839527,  9841790,  9844050,  9846306,  9848559,
-  9850808,  9853054,  9855297,  9857537,  9859773,  9862006,  9864235,
-  9866462,  9868685,  9870904,  9873121,  9875334,  9877544,  9879751,
-  9881955,  9884155,  9886352,  9888546,  9890737,  9892925,  9895109,
-  9897291,  9899469,  9901644,  9903816,  9905985,  9908150,  9910313,
-  9912473,  9914629,  9916783,  9918933,  9921080,  9923225,  9925366,
-  9927504,  9929639,  9931771,  9933900,  9936027,  9938150,  9940270,
-  9942387,  9944502,  9946613,  9948721,  9950827,  9952929,  9955029,
-  9957126,  9959219,  9961310,  9963398,  9965484,  9967566,  9969645,
-  9971722,  9973796,  9975866,  9977934,  9980000,  9982062,  9984122,
-  9986179,  9988233,  9990284,  9992332,  9994378,  9996421,  9998461,
-  10000498, 10002533, 10004565, 10006594, 10008621, 10010644, 10012665,
-  10014684, 10016700, 10018713, 10020723, 10022731, 10024736, 10026738,
-  10028738, 10030735, 10032729, 10034721, 10036710, 10038697, 10040681,
-  10042662, 10044641, 10046617, 10048591, 10050562, 10052530, 10054496,
-  10056459, 10058420, 10060379, 10062334, 10064287, 10066238, 10068186,
-  10070132, 10072075, 10074016, 10075954, 10077890, 10079823, 10081754,
-  10083682, 10085608, 10087532, 10089453, 10091371, 10093287, 10095201,
-  10097112, 10099021, 10100928, 10102832, 10104733, 10106633, 10108529,
-  10110424, 10112316, 10114206, 10116093, 10117978, 10119861, 10121742,
-  10123620, 10125495, 10127369, 10129240, 10131109, 10132975, 10134839,
-  10136701, 10138561, 10140418, 10142273, 10144126, 10145976, 10147825,
-  10149671, 10151514, 10153356, 10155195, 10157032, 10158867, 10160699,
-  10162530, 10164358, 10166184, 10168007, 10169829, 10171648, 10173465,
-  10175280, 10177093, 10178904, 10180712, 10182519, 10184323, 10186125,
-  10187925, 10189722, 10191518, 10193311, 10195103, 10196892, 10198679,
-  10200464, 10202247, 10204028, 10205806, 10207583, 10209357, 10211130,
-  10212900, 10214668, 10216435, 10218199, 10219961, 10221721, 10223479,
-  10225235, 10226989, 10228741, 10230491, 10232239, 10233985, 10235728,
-  10237470, 10239210, 10240948, 10242684, 10244417, 10246149, 10247879,
-  10249607, 10251333, 10253057, 10254779, 10256499, 10258217, 10259933,
-  10261647, 10263360, 10265070, 10266778, 10268485, 10270189, 10271892,
-  10273593, 10275292, 10276988, 10278683, 10280376, 10282068, 10283757,
-  10285444, 10287130, 10288814, 10290495, 10292175, 10293853, 10295530,
-  10297204, 10298876, 10300547, 10302216, 10303883, 10305548, 10307211,
-  10308873, 10310532, 10312190, 10313846, 10315501, 10317153, 10318804,
-  10320452, 10322099, 10323745, 10325388, 10327030, 10328670, 10330308,
-  10331944, 10333578, 10335211, 10336842, 10338472, 10340099, 10341725,
-  10343349, 10344971, 10346592, 10348210, 10349828, 10351443, 10353057,
-  10354668, 10356279, 10357887, 10359494, 10361099, 10362702, 10364304,
-  10365904, 10367502, 10369099, 10370694, 10372287, 10373879, 10375468,
-  10377057, 10378643, 10380228, 10381811, 10383393, 10384973, 10386551,
-  10388128, 10389703, 10391276, 10392848, 10394418, 10395986, 10397553,
-  10399118, 10400682, 10402244, 10403804, 10405363, 10406920, 10408476,
-  10410030, 10411582, 10413133, 10414682, 10416230, 10417776, 10419320,
-  10420863, 10422404, 10423944, 10425482, 10427019, 10428554, 10430087,
-  10431619, 10433149, 10434678, 10436206, 10437731, 10439256, 10440778,
-  10442299, 10443819, 10445337, 10446854, 10448369, 10449882, 10451394,
-  10452905, 10454414, 10455921, 10457427, 10458932, 10460435, 10461936,
-  10463436, 10464935, 10466432, 10467927, 10469422, 10470914, 10472405,
-  10473895, 10475383, 10476870, 10478355, 10479839, 10481322, 10482802,
-  10484282,
-};
-
-#define LOG2_PRECISION 20
-static int64_t log2_approximation(int64_t v) {
-  assert(v > 0);
-  if (v < LOG2_TABLE_SIZE) {
-    return log2_table[v];
-  } else {
-    // use linear approximation when v >= 2^10
-    const int slope =
-        1477;  // slope = 1 / (log(2) * 1024) * (1 << LOG2_PRECISION)
-    assert(LOG2_TABLE_SIZE == 1 << 10);
-
-    return slope * (v - LOG2_TABLE_SIZE) + (10 << LOG2_PRECISION);
-  }
-}
-
-int64_t vp9_nb_mvs_inconsistency(const MV *mv, const int_mv *nb_full_mvs,
-                                 int mv_num) {
-  // The bahavior of this function is to compute log2 of mv difference,
-  // i.e. min log2(1 + row_diff * row_diff + col_diff * col_diff)
-  // against available neghbor mvs.
-  // Since the log2 is monotonic increasing, we can compute
-  // min row_diff * row_diff + col_diff * col_diff first
-  // then apply log2 in the end
-  int i;
-  int64_t min_abs_diff = INT64_MAX;
-  int cnt = 0;
-  assert(mv_num <= NB_MVS_NUM);
-  for (i = 0; i < mv_num; ++i) {
-    MV nb_mv = nb_full_mvs[i].as_mv;
-    const int64_t row_diff = abs(mv->row - nb_mv.row);
-    const int64_t col_diff = abs(mv->col - nb_mv.col);
-    const int64_t abs_diff = row_diff * row_diff + col_diff * col_diff;
-    assert(nb_full_mvs[i].as_int != INVALID_MV);
-    min_abs_diff = VPXMIN(abs_diff, min_abs_diff);
-    ++cnt;
-  }
-  if (cnt) {
-    return log2_approximation(1 + min_abs_diff);
-  } else {
-    return 0;
-  }
-}
-
 static int64_t exhaustive_mesh_search_multi_step(
     MV *best_mv, const MV *center_mv, int range, int step,
     const struct buf_2d *src, const struct buf_2d *pre, int lambda,
--- a/vp9/encoder/vp9_mcomp.h
+++ b/vp9/encoder/vp9_mcomp.h
@@ -12,6 +12,9 @@
 #define VPX_VP9_ENCODER_VP9_MCOMP_H_
 
 #include "vp9/encoder/vp9_block.h"
+#if CONFIG_NON_GREEDY_MV
+#include "vp9/encoder/vp9_non_greedy_mv.h"
+#endif  // CONFIG_NON_GREEDY_MV
 #include "vpx_dsp/variance.h"
 
 #ifdef __cplusplus
@@ -126,7 +129,6 @@
                                     const MV *ref_mv);
 
 #if CONFIG_NON_GREEDY_MV
-#define NB_MVS_NUM 4
 struct TplDepStats;
 int64_t vp9_refining_search_sad_new(const MACROBLOCK *x, MV *best_full_mv,
                                     int lambda, int search_range,
@@ -140,8 +142,6 @@
                                const int_mv *nb_full_mvs, int full_mv_num,
                                MV *best_mv);
 
-int64_t vp9_nb_mvs_inconsistency(const MV *mv, const int_mv *nb_mvs,
-                                 int mv_num);
 static INLINE MV get_full_mv(const MV *mv) {
   MV out_mv;
   out_mv.row = mv->row >> 3;
--- /dev/null
+++ b/vp9/encoder/vp9_non_greedy_mv.c
@@ -1,0 +1,207 @@
+/*
+ *  Copyright (c) 2019 The WebM project authors. All Rights Reserved.
+ *
+ *  Use of this source code is governed by a BSD-style license
+ *  that can be found in the LICENSE file in the root of the source
+ *  tree. An additional intellectual property rights grant can be found
+ *  in the file PATENTS.  All contributing project authors may
+ *  be found in the AUTHORS file in the root of the source tree.
+ */
+
+#include "vp9/common/vp9_mv.h"
+#include "vp9/encoder/vp9_non_greedy_mv.h"
+// TODO(angiebird): move non_greedy_mv related functions to this file
+
+#define LOG2_TABLE_SIZE 1024
+static const int log2_table[LOG2_TABLE_SIZE] = {
+  0,  // This is a dummy value
+  0,        1048576,  1661954,  2097152,  2434718,  2710530,  2943725,
+  3145728,  3323907,  3483294,  3627477,  3759106,  3880192,  3992301,
+  4096672,  4194304,  4286015,  4372483,  4454275,  4531870,  4605679,
+  4676053,  4743299,  4807682,  4869436,  4928768,  4985861,  5040877,
+  5093962,  5145248,  5194851,  5242880,  5289431,  5334591,  5378443,
+  5421059,  5462508,  5502851,  5542146,  5580446,  5617800,  5654255,
+  5689851,  5724629,  5758625,  5791875,  5824409,  5856258,  5887450,
+  5918012,  5947969,  5977344,  6006160,  6034437,  6062195,  6089453,
+  6116228,  6142538,  6168398,  6193824,  6218829,  6243427,  6267632,
+  6291456,  6314910,  6338007,  6360756,  6383167,  6405252,  6427019,
+  6448477,  6469635,  6490501,  6511084,  6531390,  6551427,  6571202,
+  6590722,  6609993,  6629022,  6647815,  6666376,  6684713,  6702831,
+  6720734,  6738427,  6755916,  6773205,  6790299,  6807201,  6823917,
+  6840451,  6856805,  6872985,  6888993,  6904834,  6920510,  6936026,
+  6951384,  6966588,  6981641,  6996545,  7011304,  7025920,  7040397,
+  7054736,  7068940,  7083013,  7096956,  7110771,  7124461,  7138029,
+  7151476,  7164804,  7178017,  7191114,  7204100,  7216974,  7229740,
+  7242400,  7254954,  7267405,  7279754,  7292003,  7304154,  7316208,
+  7328167,  7340032,  7351805,  7363486,  7375079,  7386583,  7398000,
+  7409332,  7420579,  7431743,  7442826,  7453828,  7464751,  7475595,
+  7486362,  7497053,  7507669,  7518211,  7528680,  7539077,  7549404,
+  7559660,  7569847,  7579966,  7590017,  7600003,  7609923,  7619778,
+  7629569,  7639298,  7648964,  7658569,  7668114,  7677598,  7687023,
+  7696391,  7705700,  7714952,  7724149,  7733289,  7742375,  7751407,
+  7760385,  7769310,  7778182,  7787003,  7795773,  7804492,  7813161,
+  7821781,  7830352,  7838875,  7847350,  7855777,  7864158,  7872493,
+  7880782,  7889027,  7897226,  7905381,  7913492,  7921561,  7929586,
+  7937569,  7945510,  7953410,  7961268,  7969086,  7976864,  7984602,
+  7992301,  7999960,  8007581,  8015164,  8022709,  8030217,  8037687,
+  8045121,  8052519,  8059880,  8067206,  8074496,  8081752,  8088973,
+  8096159,  8103312,  8110431,  8117516,  8124569,  8131589,  8138576,
+  8145532,  8152455,  8159347,  8166208,  8173037,  8179836,  8186605,
+  8193343,  8200052,  8206731,  8213380,  8220001,  8226593,  8233156,
+  8239690,  8246197,  8252676,  8259127,  8265550,  8271947,  8278316,
+  8284659,  8290976,  8297266,  8303530,  8309768,  8315981,  8322168,
+  8328330,  8334467,  8340579,  8346667,  8352730,  8358769,  8364784,
+  8370775,  8376743,  8382687,  8388608,  8394506,  8400381,  8406233,
+  8412062,  8417870,  8423655,  8429418,  8435159,  8440878,  8446576,
+  8452252,  8457908,  8463542,  8469155,  8474748,  8480319,  8485871,
+  8491402,  8496913,  8502404,  8507875,  8513327,  8518759,  8524171,
+  8529564,  8534938,  8540293,  8545629,  8550947,  8556245,  8561525,
+  8566787,  8572031,  8577256,  8582464,  8587653,  8592825,  8597980,
+  8603116,  8608236,  8613338,  8618423,  8623491,  8628542,  8633576,
+  8638593,  8643594,  8648579,  8653547,  8658499,  8663434,  8668354,
+  8673258,  8678145,  8683017,  8687874,  8692715,  8697540,  8702350,
+  8707145,  8711925,  8716690,  8721439,  8726174,  8730894,  8735599,
+  8740290,  8744967,  8749628,  8754276,  8758909,  8763528,  8768134,
+  8772725,  8777302,  8781865,  8786415,  8790951,  8795474,  8799983,
+  8804478,  8808961,  8813430,  8817886,  8822328,  8826758,  8831175,
+  8835579,  8839970,  8844349,  8848715,  8853068,  8857409,  8861737,
+  8866053,  8870357,  8874649,  8878928,  8883195,  8887451,  8891694,
+  8895926,  8900145,  8904353,  8908550,  8912734,  8916908,  8921069,
+  8925220,  8929358,  8933486,  8937603,  8941708,  8945802,  8949885,
+  8953957,  8958018,  8962068,  8966108,  8970137,  8974155,  8978162,
+  8982159,  8986145,  8990121,  8994086,  8998041,  9001986,  9005920,
+  9009844,  9013758,  9017662,  9021556,  9025440,  9029314,  9033178,
+  9037032,  9040877,  9044711,  9048536,  9052352,  9056157,  9059953,
+  9063740,  9067517,  9071285,  9075044,  9078793,  9082533,  9086263,
+  9089985,  9093697,  9097400,  9101095,  9104780,  9108456,  9112123,
+  9115782,  9119431,  9123072,  9126704,  9130328,  9133943,  9137549,
+  9141146,  9144735,  9148316,  9151888,  9155452,  9159007,  9162554,
+  9166092,  9169623,  9173145,  9176659,  9180165,  9183663,  9187152,
+  9190634,  9194108,  9197573,  9201031,  9204481,  9207923,  9211357,
+  9214784,  9218202,  9221613,  9225017,  9228412,  9231800,  9235181,
+  9238554,  9241919,  9245277,  9248628,  9251971,  9255307,  9258635,
+  9261956,  9265270,  9268577,  9271876,  9275169,  9278454,  9281732,
+  9285002,  9288266,  9291523,  9294773,  9298016,  9301252,  9304481,
+  9307703,  9310918,  9314126,  9317328,  9320523,  9323711,  9326892,
+  9330067,  9333235,  9336397,  9339552,  9342700,  9345842,  9348977,
+  9352106,  9355228,  9358344,  9361454,  9364557,  9367654,  9370744,
+  9373828,  9376906,  9379978,  9383043,  9386102,  9389155,  9392202,
+  9395243,  9398278,  9401306,  9404329,  9407345,  9410356,  9413360,
+  9416359,  9419351,  9422338,  9425319,  9428294,  9431263,  9434226,
+  9437184,  9440136,  9443082,  9446022,  9448957,  9451886,  9454809,
+  9457726,  9460638,  9463545,  9466446,  9469341,  9472231,  9475115,
+  9477994,  9480867,  9483735,  9486597,  9489454,  9492306,  9495152,
+  9497993,  9500828,  9503659,  9506484,  9509303,  9512118,  9514927,
+  9517731,  9520530,  9523324,  9526112,  9528895,  9531674,  9534447,
+  9537215,  9539978,  9542736,  9545489,  9548237,  9550980,  9553718,
+  9556451,  9559179,  9561903,  9564621,  9567335,  9570043,  9572747,
+  9575446,  9578140,  9580830,  9583514,  9586194,  9588869,  9591540,
+  9594205,  9596866,  9599523,  9602174,  9604821,  9607464,  9610101,
+  9612735,  9615363,  9617987,  9620607,  9623222,  9625832,  9628438,
+  9631040,  9633637,  9636229,  9638818,  9641401,  9643981,  9646556,
+  9649126,  9651692,  9654254,  9656812,  9659365,  9661914,  9664459,
+  9666999,  9669535,  9672067,  9674594,  9677118,  9679637,  9682152,
+  9684663,  9687169,  9689672,  9692170,  9694665,  9697155,  9699641,
+  9702123,  9704601,  9707075,  9709545,  9712010,  9714472,  9716930,
+  9719384,  9721834,  9724279,  9726721,  9729159,  9731593,  9734024,
+  9736450,  9738872,  9741291,  9743705,  9746116,  9748523,  9750926,
+  9753326,  9755721,  9758113,  9760501,  9762885,  9765266,  9767642,
+  9770015,  9772385,  9774750,  9777112,  9779470,  9781825,  9784175,
+  9786523,  9788866,  9791206,  9793543,  9795875,  9798204,  9800530,
+  9802852,  9805170,  9807485,  9809797,  9812104,  9814409,  9816710,
+  9819007,  9821301,  9823591,  9825878,  9828161,  9830441,  9832718,
+  9834991,  9837261,  9839527,  9841790,  9844050,  9846306,  9848559,
+  9850808,  9853054,  9855297,  9857537,  9859773,  9862006,  9864235,
+  9866462,  9868685,  9870904,  9873121,  9875334,  9877544,  9879751,
+  9881955,  9884155,  9886352,  9888546,  9890737,  9892925,  9895109,
+  9897291,  9899469,  9901644,  9903816,  9905985,  9908150,  9910313,
+  9912473,  9914629,  9916783,  9918933,  9921080,  9923225,  9925366,
+  9927504,  9929639,  9931771,  9933900,  9936027,  9938150,  9940270,
+  9942387,  9944502,  9946613,  9948721,  9950827,  9952929,  9955029,
+  9957126,  9959219,  9961310,  9963398,  9965484,  9967566,  9969645,
+  9971722,  9973796,  9975866,  9977934,  9980000,  9982062,  9984122,
+  9986179,  9988233,  9990284,  9992332,  9994378,  9996421,  9998461,
+  10000498, 10002533, 10004565, 10006594, 10008621, 10010644, 10012665,
+  10014684, 10016700, 10018713, 10020723, 10022731, 10024736, 10026738,
+  10028738, 10030735, 10032729, 10034721, 10036710, 10038697, 10040681,
+  10042662, 10044641, 10046617, 10048591, 10050562, 10052530, 10054496,
+  10056459, 10058420, 10060379, 10062334, 10064287, 10066238, 10068186,
+  10070132, 10072075, 10074016, 10075954, 10077890, 10079823, 10081754,
+  10083682, 10085608, 10087532, 10089453, 10091371, 10093287, 10095201,
+  10097112, 10099021, 10100928, 10102832, 10104733, 10106633, 10108529,
+  10110424, 10112316, 10114206, 10116093, 10117978, 10119861, 10121742,
+  10123620, 10125495, 10127369, 10129240, 10131109, 10132975, 10134839,
+  10136701, 10138561, 10140418, 10142273, 10144126, 10145976, 10147825,
+  10149671, 10151514, 10153356, 10155195, 10157032, 10158867, 10160699,
+  10162530, 10164358, 10166184, 10168007, 10169829, 10171648, 10173465,
+  10175280, 10177093, 10178904, 10180712, 10182519, 10184323, 10186125,
+  10187925, 10189722, 10191518, 10193311, 10195103, 10196892, 10198679,
+  10200464, 10202247, 10204028, 10205806, 10207583, 10209357, 10211130,
+  10212900, 10214668, 10216435, 10218199, 10219961, 10221721, 10223479,
+  10225235, 10226989, 10228741, 10230491, 10232239, 10233985, 10235728,
+  10237470, 10239210, 10240948, 10242684, 10244417, 10246149, 10247879,
+  10249607, 10251333, 10253057, 10254779, 10256499, 10258217, 10259933,
+  10261647, 10263360, 10265070, 10266778, 10268485, 10270189, 10271892,
+  10273593, 10275292, 10276988, 10278683, 10280376, 10282068, 10283757,
+  10285444, 10287130, 10288814, 10290495, 10292175, 10293853, 10295530,
+  10297204, 10298876, 10300547, 10302216, 10303883, 10305548, 10307211,
+  10308873, 10310532, 10312190, 10313846, 10315501, 10317153, 10318804,
+  10320452, 10322099, 10323745, 10325388, 10327030, 10328670, 10330308,
+  10331944, 10333578, 10335211, 10336842, 10338472, 10340099, 10341725,
+  10343349, 10344971, 10346592, 10348210, 10349828, 10351443, 10353057,
+  10354668, 10356279, 10357887, 10359494, 10361099, 10362702, 10364304,
+  10365904, 10367502, 10369099, 10370694, 10372287, 10373879, 10375468,
+  10377057, 10378643, 10380228, 10381811, 10383393, 10384973, 10386551,
+  10388128, 10389703, 10391276, 10392848, 10394418, 10395986, 10397553,
+  10399118, 10400682, 10402244, 10403804, 10405363, 10406920, 10408476,
+  10410030, 10411582, 10413133, 10414682, 10416230, 10417776, 10419320,
+  10420863, 10422404, 10423944, 10425482, 10427019, 10428554, 10430087,
+  10431619, 10433149, 10434678, 10436206, 10437731, 10439256, 10440778,
+  10442299, 10443819, 10445337, 10446854, 10448369, 10449882, 10451394,
+  10452905, 10454414, 10455921, 10457427, 10458932, 10460435, 10461936,
+  10463436, 10464935, 10466432, 10467927, 10469422, 10470914, 10472405,
+  10473895, 10475383, 10476870, 10478355, 10479839, 10481322, 10482802,
+  10484282,
+};
+
+static int64_t log2_approximation(int64_t v) {
+  assert(v > 0);
+  if (v < LOG2_TABLE_SIZE) {
+    return log2_table[v];
+  } else {
+    // use linear approximation when v >= 2^10
+    const int slope =
+        1477;  // slope = 1 / (log(2) * 1024) * (1 << LOG2_PRECISION)
+    assert(LOG2_TABLE_SIZE == 1 << 10);
+
+    return slope * (v - LOG2_TABLE_SIZE) + (10 << LOG2_PRECISION);
+  }
+}
+
+int64_t vp9_nb_mvs_inconsistency(const MV *mv, const int_mv *nb_full_mvs,
+                                 int mv_num) {
+  // The bahavior of this function is to compute log2 of mv difference,
+  // i.e. min log2(1 + row_diff * row_diff + col_diff * col_diff)
+  // against available neghbor mvs.
+  // Since the log2 is monotonic increasing, we can compute
+  // min row_diff * row_diff + col_diff * col_diff first
+  // then apply log2 in the end
+  int i;
+  int64_t min_abs_diff = INT64_MAX;
+  int cnt = 0;
+  assert(mv_num <= NB_MVS_NUM);
+  for (i = 0; i < mv_num; ++i) {
+    MV nb_mv = nb_full_mvs[i].as_mv;
+    const int64_t row_diff = abs(mv->row - nb_mv.row);
+    const int64_t col_diff = abs(mv->col - nb_mv.col);
+    const int64_t abs_diff = row_diff * row_diff + col_diff * col_diff;
+    assert(nb_full_mvs[i].as_int != INVALID_MV);
+    min_abs_diff = VPXMIN(abs_diff, min_abs_diff);
+    ++cnt;
+  }
+  if (cnt) {
+    return log2_approximation(1 + min_abs_diff);
+  } else {
+    return 0;
+  }
+}
--- /dev/null
+++ b/vp9/encoder/vp9_non_greedy_mv.h
@@ -1,0 +1,27 @@
+/*
+ *  Copyright (c) 2019 The WebM project authors. All Rights Reserved.
+ *
+ *  Use of this source code is governed by a BSD-style license
+ *  that can be found in the LICENSE file in the root of the source
+ *  tree. An additional intellectual property rights grant can be found
+ *  in the file PATENTS.  All contributing project authors may
+ *  be found in the AUTHORS file in the root of the source tree.
+ */
+
+#ifndef VPX_VP9_ENCODER_VP9_NON_GREEDY_MV_H_
+#define VPX_VP9_ENCODER_VP9_NON_GREEDY_MV_H_
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+#define NB_MVS_NUM 4
+#define LOG2_PRECISION 20
+
+int64_t vp9_nb_mvs_inconsistency(const MV *mv, const int_mv *nb_full_mvs,
+                                 int mv_num);
+
+#ifdef __cplusplus
+}  // extern "C"
+#endif
+#endif  // VPX_VP9_ENCODER_VP9_NON_GREEDY_MV_H_
--- a/vp9/encoder/vp9_rd.h
+++ b/vp9/encoder/vp9_rd.h
@@ -38,8 +38,6 @@
 #define MV_COST_WEIGHT 108
 #define MV_COST_WEIGHT_SUB 120
 
-#define INVALID_MV 0x80008000
-
 #define MAX_MODES 30
 #define MAX_REFS 6
 
--- a/vp9/vp9cx.mk
+++ b/vp9/vp9cx.mk
@@ -76,6 +76,8 @@
 VP9_CX_SRCS-yes += encoder/vp9_resize.h
 VP9_CX_SRCS-$(CONFIG_INTERNAL_STATS) += encoder/vp9_blockiness.c
 VP9_CX_SRCS-$(CONFIG_INTERNAL_STATS) += encoder/vp9_blockiness.h
+VP9_CX_SRCS-$(CONFIG_NON_GREEDY_MV) += encoder/vp9_non_greedy_mv.c
+VP9_CX_SRCS-$(CONFIG_NON_GREEDY_MV) += encoder/vp9_non_greedy_mv.h
 
 VP9_CX_SRCS-yes += encoder/vp9_tokenize.c
 VP9_CX_SRCS-yes += encoder/vp9_treewriter.c