Refactor neural network prediction function
Created a general forward propagation function that works with any
neural network models. The old code only works with specific number of
layers and nodes.
Change-Id: I5edb8aa09479c8d9c105da4b0acc89325c45092e
diff --git a/av1/av1.cmake b/av1/av1.cmake
index 357ecec..9f2191b 100644
--- a/av1/av1.cmake
+++ b/av1/av1.cmake
@@ -134,6 +134,8 @@
"${AOM_ROOT}/av1/encoder/mbgraph.h"
"${AOM_ROOT}/av1/encoder/mcomp.c"
"${AOM_ROOT}/av1/encoder/mcomp.h"
+ "${AOM_ROOT}/av1/encoder/ml.c"
+ "${AOM_ROOT}/av1/encoder/ml.h"
"${AOM_ROOT}/av1/encoder/palette.c"
"${AOM_ROOT}/av1/encoder/palette.h"
"${AOM_ROOT}/av1/encoder/picklpf.c"
diff --git a/av1/encoder/ml.c b/av1/encoder/ml.c
new file mode 100644
index 0000000..3a27e58
--- /dev/null
+++ b/av1/encoder/ml.c
@@ -0,0 +1,57 @@
+/*
+ * Copyright (c) 2016, Alliance for Open Media. All rights reserved
+ *
+ * This source code is subject to the terms of the BSD 2 Clause License and
+ * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
+ * was not distributed with this source code in the LICENSE file, you can
+ * obtain it at www.aomedia.org/license/software. If the Alliance for Open
+ * Media Patent License 1.0 was not distributed with this source code in the
+ * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
+ */
+
+#include <assert.h>
+
+#include "av1/encoder/ml.h"
+
+void av1_nn_predict(const float *features, const NN_CONFIG *nn_config,
+ float *output) {
+ int num_input_nodes = nn_config->num_inputs;
+ int buf_index = 0;
+ float buf[2][NN_MAX_NODES_PER_LAYER];
+ const float *input_nodes = features;
+
+ // Propagate hidden layers.
+ const int num_layers = nn_config->num_hidden_layers;
+ assert(num_layers <= NN_MAX_HIDDEN_LAYERS);
+ for (int layer = 0; layer < num_layers; ++layer) {
+ const float *weights = nn_config->weights[layer];
+ const float *bias = nn_config->bias[layer];
+ float *output_nodes = buf[buf_index];
+ const int num_output_nodes = nn_config->num_hidden_nodes[layer];
+ assert(num_output_nodes < NN_MAX_NODES_PER_LAYER);
+ for (int node = 0; node < num_output_nodes; ++node) {
+ float val = 0.0f;
+ for (int i = 0; i < num_input_nodes; ++i)
+ val += weights[i] * input_nodes[i];
+ val += bias[node];
+ // ReLU as activation function.
+ val = val > 0.0f ? val : 0.0f; // Could use AOMMAX().
+ output_nodes[node] = val;
+ weights += num_input_nodes;
+ }
+ num_input_nodes = num_output_nodes;
+ input_nodes = output_nodes;
+ buf_index = 1 - buf_index;
+ }
+
+ // Final output layer.
+ const float *weights = nn_config->weights[num_layers];
+ for (int node = 0; node < nn_config->num_outputs; ++node) {
+ const float *bias = nn_config->bias[num_layers];
+ float val = 0.0f;
+ for (int i = 0; i < num_input_nodes; ++i)
+ val += weights[i] * input_nodes[i];
+ output[node] = val + bias[node];
+ weights += num_input_nodes;
+ }
+}
diff --git a/av1/encoder/ml.h b/av1/encoder/ml.h
new file mode 100644
index 0000000..614cb60
--- /dev/null
+++ b/av1/encoder/ml.h
@@ -0,0 +1,44 @@
+/*
+ * Copyright (c) 2016, Alliance for Open Media. All rights reserved
+ *
+ * This source code is subject to the terms of the BSD 2 Clause License and
+ * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
+ * was not distributed with this source code in the LICENSE file, you can
+ * obtain it at www.aomedia.org/license/software. If the Alliance for Open
+ * Media Patent License 1.0 was not distributed with this source code in the
+ * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
+ */
+
+#ifndef AV1_ENCODER_ML_H_
+#define AV1_ENCODER_ML_H_
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+#define NN_MAX_HIDDEN_LAYERS 10
+#define NN_MAX_NODES_PER_LAYER 128
+
+typedef struct {
+ int num_inputs; // Number of input nodes, i.e. features.
+ int num_outputs; // Number of output nodes.
+ int num_hidden_layers; // Number of hidden layers, maximum 10.
+ // Number of nodes for each hidden layer.
+ int num_hidden_nodes[NN_MAX_HIDDEN_LAYERS];
+ // Weight parameters, indexed by layer.
+ const float *weights[NN_MAX_HIDDEN_LAYERS + 1];
+ // Bias parameters, indexed by layer.
+ const float *bias[NN_MAX_HIDDEN_LAYERS + 1];
+} NN_CONFIG;
+
+// Calculate prediction based on the given input features and neural net config.
+// Assume there are no more than NN_MAX_NODES_PER_LAYER nodes in each hidden
+// layer.
+void av1_nn_predict(const float *features, const NN_CONFIG *nn_config,
+ float *output);
+
+#ifdef __cplusplus
+} // extern "C"
+#endif
+
+#endif // AV1_ENCODER_RD_H_
diff --git a/av1/encoder/rdopt.c b/av1/encoder/rdopt.c
index 89560bb..9d0670c 100644
--- a/av1/encoder/rdopt.c
+++ b/av1/encoder/rdopt.c
@@ -48,6 +48,7 @@
#include "av1/encoder/encodetxb.h"
#include "av1/encoder/hybrid_fwd_txfm.h"
#include "av1/encoder/mcomp.h"
+#include "av1/encoder/ml.h"
#include "av1/encoder/palette.h"
#include "av1/encoder/ratectrl.h"
#include "av1/encoder/rd.h"
@@ -1188,57 +1189,109 @@
for (i = 0; i < 16; i++) scores_2D[i] /= sum;
}
-// Similarly to compute_1D_scores() performs a forward pass through a
-// neural network with two fully-connected layers. The only difference
-// is that it assumes 1 output neuron, as required by the classifier used
-// for TX size pruning.
-static float compute_tx_split_prune_score(float *features, int num_features,
- const float *fc1, const float *b1,
- const float *fc2, float b2,
- int num_hidden_units) {
- assert(num_hidden_units <= 64);
- float hidden_layer[64];
- for (int i = 0; i < num_hidden_units; i++) {
- const float *cur_coef = fc1 + i * num_features;
- hidden_layer[i] = 0.0f;
- for (int j = 0; j < num_features; j++)
- hidden_layer[i] += cur_coef[j] * features[j];
- hidden_layer[i] = AOMMAX(hidden_layer[i] + b1[i], 0.0f);
- }
- float dst_score = 0.0f;
- for (int j = 0; j < num_hidden_units; j++)
- dst_score += fc2[j] * hidden_layer[j];
- dst_score += b2;
- return dst_score;
-}
+static const float prune_tx_split_thresholds[] = {
+ 100.0f, // BLOCK_4X4,
+ 1.00f, // BLOCK_4X8,
+ 1.22f, // BLOCK_8X4,
+ 1.26f, // BLOCK_8X8,
+ 0.28f, // BLOCK_8X16,
+ 0.52f, // BLOCK_16X8,
+ 0.65f, // BLOCK_16X16,
+ 100.0f, // BLOCK_16X32,
+ 100.0f, // BLOCK_32X16,
+ 100.0f, // BLOCK_32X32,
+ 100.0f, // BLOCK_32X64,
+ 100.0f, // BLOCK_64X32,
+ 100.0f, // BLOCK_64X64,
+ 100.0f, // BLOCK_64X128,
+ 100.0f, // BLOCK_128X64,
+ 100.0f, // BLOCK_128X128,
+ 100.0f, // BLOCK_4X16,
+ 100.0f, // BLOCK_16X4,
+ 100.0f, // BLOCK_8X32,
+ 100.0f, // BLOCK_32X8,
+ 100.0f, // BLOCK_16X64,
+ 100.0f, // BLOCK_64X16,
+};
static void prune_tx_split(BLOCK_SIZE bsize, MACROBLOCK *x) {
- if (bsize <= BLOCK_4X4 || bsize > BLOCK_16X16) return;
+ const NN_CONFIG *nn_config = av1_tx_split_nnconfig_map[bsize];
+ if (!nn_config) return;
aom_clear_system_state();
const struct macroblock_plane *const p = &x->plane[0];
const int bw = block_size_wide[bsize], bh = block_size_high[bsize];
float features[17];
const int feature_num = (bw / 4) * (bh / 4) + 1;
assert(feature_num <= 17);
-
float hcorr, vcorr;
get_horver_correlation_full(p->src_diff, bw, bw, bh, &hcorr, &vcorr);
get_2D_energy_distribution(p->src_diff, bw, bw, bh, features);
features[feature_num - 2] = hcorr;
features[feature_num - 1] = vcorr;
-
- const int bidx = bsize - BLOCK_4X4 - 1;
- const float *fc1 = av1_prune_tx_split_learned_weights[bidx];
- const float *b1 =
- fc1 + av1_prune_tx_split_num_hidden_units[bidx] * feature_num;
- const float *fc2 = b1 + av1_prune_tx_split_num_hidden_units[bidx];
- const float b2 = *(fc2 + av1_prune_tx_split_num_hidden_units[bidx]);
- const float score =
- compute_tx_split_prune_score(features, feature_num, fc1, b1, fc2, b2,
- av1_prune_tx_split_num_hidden_units[bidx]);
- x->tx_split_prune_flag = score > av1_prune_tx_split_thresholds[bidx];
+ float score;
+ av1_nn_predict(features, nn_config, &score);
+ x->tx_split_prune_flag = score > prune_tx_split_thresholds[bsize];
}
+// These thresholds were calibrated to provide a certain number of TX types
+// pruned by the model on average, i.e. selecting a threshold with index i
+// will lead to pruning i+1 TX types on average
+static const float *prune_2D_adaptive_thresholds[] = {
+ // TX_4X4
+ (float[]){ 0.02014f, 0.02722f, 0.03430f, 0.04114f, 0.04724f, 0.05212f,
+ 0.05627f, 0.06018f, 0.06409f, 0.06824f, 0.07312f, 0.07849f,
+ 0.08606f, 0.09827f },
+ // TX_8X8
+ (float[]){ 0.00745f, 0.01355f, 0.02039f, 0.02795f, 0.03625f, 0.04407f,
+ 0.05042f, 0.05579f, 0.06067f, 0.06604f, 0.07239f, 0.08093f,
+ 0.09363f, 0.11682f },
+ // TX_16X16
+ (float[]){ 0.01404f, 0.02820f, 0.04211f, 0.05164f, 0.05798f, 0.06335f,
+ 0.06897f, 0.07629f, 0.08875f, 0.11169f },
+ // TX_32X32
+ NULL,
+ // TX_64X64
+ NULL,
+ // TX_4X8
+ (float[]){ 0.01282f, 0.02087f, 0.02844f, 0.03601f, 0.04285f, 0.04871f,
+ 0.05359f, 0.05823f, 0.06287f, 0.06799f, 0.07361f, 0.08093f,
+ 0.09119f, 0.10828f },
+ // TX_8X4
+ (float[]){ 0.01184f, 0.01941f, 0.02722f, 0.03503f, 0.04187f, 0.04822f,
+ 0.05359f, 0.05823f, 0.06287f, 0.06799f, 0.07361f, 0.08093f,
+ 0.09167f, 0.10974f },
+ // TX_8X16
+ (float[]){ 0.00525f, 0.01135f, 0.01819f, 0.02576f, 0.03357f, 0.04114f,
+ 0.04773f, 0.05383f, 0.05920f, 0.06506f, 0.07190f, 0.08118f,
+ 0.09509f, 0.12097f },
+ // TX_16X8
+ (float[]){ 0.00525f, 0.01160f, 0.01819f, 0.02527f, 0.03308f, 0.04065f,
+ 0.04773f, 0.05383f, 0.05969f, 0.06531f, 0.07214f, 0.08118f,
+ 0.09485f, 0.12048f },
+ // TX_16X32
+ (float[]){ 0.01257f, 0.02576f, 0.03723f, 0.04578f, 0.05212f, 0.05798f,
+ 0.06506f, 0.07385f, 0.08606f, 0.10925f },
+ // TX_32X16
+ (float[]){ 0.01233f, 0.02527f, 0.03699f, 0.04602f, 0.05286f, 0.05896f,
+ 0.06531f, 0.07336f, 0.08582f, 0.11072f },
+ // TX_32X64
+ NULL,
+ // TX_64X32
+ NULL,
+ // TX_4X16
+ NULL,
+ // TX_16X4
+ NULL,
+ // TX_8X32
+ NULL,
+ // TX_32X8
+ NULL,
+ // TX_16X64
+ NULL,
+ // TX_64X16
+ NULL,
+};
+
static int prune_tx_2D(MACROBLOCK *x, BLOCK_SIZE bsize, TX_SIZE tx_size,
int blk_row, int blk_col, TxSetType tx_set_type,
TX_TYPE_PRUNE_MODE prune_mode) {
@@ -1248,14 +1301,12 @@
FLIPADST_DCT, FLIPADST_ADST, FLIPADST_FLIPADST, V_FLIPADST,
H_DCT, H_ADST, H_FLIPADST, IDTX
};
- static const int model_idx_map[TX_SIZES_ALL] = {
- 0, 3, 6, -1, -1, 1, 2, 4, 5, 7, 8, -1, -1, -1, -1, -1, -1, -1, -1,
- };
if (tx_set_type != EXT_TX_SET_ALL16 &&
tx_set_type != EXT_TX_SET_DTT9_IDTX_1DDCT)
return 0;
- const int model_idx = model_idx_map[tx_size];
- if (model_idx < 0) return 0; // Model not established yet.
+ const NN_CONFIG *nn_config_hor = av1_tx_type_nnconfig_map_hor[tx_size];
+ const NN_CONFIG *nn_config_ver = av1_tx_type_nnconfig_map_ver[tx_size];
+ if (!nn_config_hor || !nn_config_ver) return 0; // Model not established yet.
aom_clear_system_state();
float hfeatures[16], vfeatures[16];
@@ -1276,23 +1327,8 @@
get_horver_correlation_full(diff, diff_stride, bw, bh,
&hfeatures[hfeatures_num - 1],
&vfeatures[vfeatures_num - 1]);
- const float *fc1_hor = av1_prune_2D_learned_weights_hor[model_idx];
- const float *b1_hor =
- fc1_hor + av1_prune_2D_num_hidden_units_hor[model_idx] * hfeatures_num;
- const float *fc2_hor = b1_hor + av1_prune_2D_num_hidden_units_hor[model_idx];
- const float *b2_hor =
- fc2_hor + av1_prune_2D_num_hidden_units_hor[model_idx] * 4;
- compute_1D_scores(hfeatures, hfeatures_num, fc1_hor, b1_hor, fc2_hor, b2_hor,
- av1_prune_2D_num_hidden_units_hor[model_idx], hscores);
-
- const float *fc1_ver = av1_prune_2D_learned_weights_ver[model_idx];
- const float *b1_ver =
- fc1_ver + av1_prune_2D_num_hidden_units_ver[model_idx] * vfeatures_num;
- const float *fc2_ver = b1_ver + av1_prune_2D_num_hidden_units_ver[model_idx];
- const float *b2_ver =
- fc2_ver + av1_prune_2D_num_hidden_units_ver[model_idx] * 4;
- compute_1D_scores(vfeatures, vfeatures_num, fc1_ver, b1_ver, fc2_ver, b2_ver,
- av1_prune_2D_num_hidden_units_ver[model_idx], vscores);
+ av1_nn_predict(hfeatures, nn_config_hor, hscores);
+ av1_nn_predict(vfeatures, nn_config_ver, vscores);
float score_2D_average = 0.0f;
for (int i = 0; i < 4; i++) {
@@ -1332,7 +1368,7 @@
pruning_aggressiveness = 7;
}
const float score_thresh =
- av1_prune_2D_adaptive_thresholds[model_idx][pruning_aggressiveness - 1];
+ prune_2D_adaptive_thresholds[tx_size][pruning_aggressiveness - 1];
int prune_bitmask = 0;
for (int i = 0; i < 16; i++) {
diff --git a/av1/encoder/tx_prune_model_weights.h b/av1/encoder/tx_prune_model_weights.h
index 47c73cc..1194562 100644
--- a/av1/encoder/tx_prune_model_weights.h
+++ b/av1/encoder/tx_prune_model_weights.h
@@ -16,1173 +16,1658 @@
extern "C" {
#endif
-static const int av1_prune_2D_num_hidden_units_hor[9] = { 8, 8, 16, 16, 16,
- 16, 16, 16, 32 };
-static const float *av1_prune_2D_learned_weights_hor[9] = {
- /* BLOCK_4X4 */
- (float[]){ 0.72406f, -0.40019f, 0.51795f, -0.43881f, -0.49746f, -0.41780f,
- -0.39409f, -0.16183f, -1.00135f, -0.41733f, -0.96534f, 0.93272f,
- 1.06229f, 0.04188f, 0.60919f, 0.92405f, -0.39359f, 0.70570f,
- 0.75375f, 1.11966f, -1.86360f, -0.35421f, 0.18743f, 0.13346f,
- -0.21262f, 0.07050f, 0.10533f, -0.47402f, 1.33417f, 1.72899f,
- 1.17983f, 0.10552f, 1.96273f, -0.69845f, -0.10999f, -1.11311f,
- 1.35101f, 0.43842f, -0.29264f, -1.15376f, 0.79770f, 0.08520f,
- 0.23298f, 0.05285f, 0.87506f, -0.90784f, -0.06197f, -1.00580f,
- 0.68639f, -0.34881f, 0.15366f, -1.64658f, 0.80755f, -0.26293f,
- 0.10253f, -0.23915f, 1.14696f, -0.10928f, -1.61377f, 0.00863f,
- 0.98599f, -0.43872f, 0.61196f, -0.03787f, 1.01060f, 0.17643f,
- -0.00208f, -0.15738f, 0.06517f, 0.72885f, 0.24387f, 1.28535f,
- 1.23769f, 1.40308f, 0.09871f, 1.82070f },
- /* BLOCK_4X8 */
- (float[]){ 0.68355f, -0.06887f, 0.68525f, -0.86048f, -0.35906f, -0.28597f,
- -0.21108f, 0.12591f, -1.13025f, -0.65695f, -0.25658f, 0.39155f,
- 0.89011f, 0.19258f, 0.28316f, 0.61172f, 0.52587f, 0.99182f,
- 0.75704f, 0.66788f, -1.61814f, -1.23483f, -0.62868f, -0.11902f,
- 0.33295f, 0.64796f, 0.92345f, -0.71821f, 0.07575f, 0.34687f,
- 0.20518f, -0.87850f, 1.14049f, -0.18583f, 1.92114f, -0.72057f,
- 1.32715f, 0.96713f, 1.09877f, -0.64345f, 0.71978f, 0.06896f,
- 1.48617f, 0.97124f, -0.02487f, -0.95359f, 0.68983f, -0.16313f,
- 0.51324f, -0.33770f, 0.45938f, -1.08238f, 0.72938f, 0.42300f,
- 0.85691f, -0.03783f, 1.12617f, -0.04034f, 0.36923f, 0.25638f,
- 1.10167f, 0.41633f, 0.72602f, -0.14797f, 0.66888f, 0.11437f,
- -0.99797f, -0.20725f, 1.01163f, 2.06308f, 1.23331f, -0.15481f,
- 2.14443f, 1.98356f, 0.74616f, 2.58795f },
- /* BLOCK_8X4 */
- (float[]){ 0.64828f, 0.61618f, 0.98975f, -0.14562f, 0.26957f, 1.80872f,
- 0.58299f, -0.06917f, 0.00937f, -0.74073f, -0.66045f, -0.04576f,
- -0.39802f, -0.76960f, -0.85166f, 0.88799f, -0.70694f, -0.34366f,
- -0.54906f, -0.39502f, -0.29465f, -0.49650f, -0.32171f, 1.37181f,
- 1.30432f, 0.71843f, 1.01916f, 1.01582f, 0.90999f, 0.86334f,
- 1.04603f, 0.40734f, 0.96187f, 0.53742f, 0.07510f, 0.44167f,
- 0.02049f, -0.02874f, 0.97191f, 1.03647f, -2.62751f, -0.01390f,
- -0.09282f, -0.02522f, -0.30849f, -0.19386f, -0.51356f, 0.52778f,
- 0.77191f, 0.75416f, 0.69067f, 0.93561f, 1.35982f, 0.76193f,
- 0.57869f, 0.00251f, -0.87244f, -0.26922f, -0.06682f, 0.07176f,
- 0.51142f, 0.58948f, 0.13914f, 0.71165f, -0.40329f, -0.33201f,
- 0.35293f, 0.33437f, -0.01812f, -0.24765f, 0.26810f, -0.77088f,
- 1.35707f, 0.22243f, 0.78402f, 0.66191f, 0.79890f, 1.90669f,
- 0.73189f, 0.24222f, -0.34682f, 0.66990f, 0.19554f, 0.58414f,
- 0.05060f, -0.21271f, 0.11656f, -0.74907f, 0.68837f, -0.39147f,
- -1.78263f, -0.69918f, -0.06838f, -0.26927f, 0.38502f, 0.08305f,
- 1.29848f, 0.67328f, 0.67269f, 0.65805f, -0.47778f, -1.02617f,
- 0.16523f, 0.12223f, -0.35294f, -0.15866f, -0.56224f, 1.25895f,
- -0.21422f, -0.33518f, -0.33519f, -0.37414f, 0.55122f, 0.14806f,
- 0.44312f, -0.07865f, 0.75295f, 0.10766f, 0.59922f, 0.48837f,
- -0.19099f, -2.07991f, 0.35755f, 0.87813f, 0.07559f, 1.00724f,
- 0.25223f, -0.06761f, -0.54227f, 0.08599f, -0.77447f, -1.10920f,
- 0.89298f, 0.05454f, -0.73681f, 0.21048f, -0.41041f, 1.25690f,
- -0.60918f, 0.14661f, -0.65392f, -0.25881f, 1.67995f, -0.03550f,
- -0.22312f, 0.73552f, 0.48399f, -0.66996f, 0.36527f, -0.42228f,
- -1.10793f, 0.31167f, 0.16177f, 1.69315f, -0.06287f, -0.35804f,
- -0.24889f, 0.80824f, 1.08952f, -0.62838f, 0.30066f, -0.19043f,
- -0.00518f, -1.31005f, 0.65797f, 1.07714f, -0.24253f, 0.49779f,
- 0.05848f, 1.08914f, 0.08015f, -0.38853f, 0.35108f, -0.11026f,
- 0.64528f, -0.37615f, 0.39995f, -0.58117f, -1.29627f, 1.74169f,
- 0.75558f, -0.04910f, 0.35020f, 0.04556f, 0.12634f, 1.27223f,
- 0.02608f, -0.19687f, -0.78649f, -0.22746f, 1.02589f, -0.28411f,
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- 0.58670f, 0.86502f, 0.97008f, 0.99709f, 0.66214f, 0.96660f,
- 0.99890f, 0.31945f, -1.00301f, 0.13215f, -0.03950f, 0.21148f,
- 0.05128f, 0.10955f, 0.44839f, -0.33438f, -2.09773f, 0.13908f,
- 0.58669f, 0.25268f, -0.24006f, 0.01286f, -0.05732f, 0.03401f,
- -0.06896f, 0.35397f, 0.05133f, -0.21449f, -0.38437f, -0.32326f,
- -0.38731f, -0.44419f, 0.25968f, -0.29422f, -0.12553f, -0.08896f,
- -0.16400f, -0.22309f, 0.21380f, -0.26912f, 0.06866f, -0.25694f,
- 0.17632f, 0.32032f, -0.10666f, 0.26278f, 0.31877f, -0.09338f,
- -0.14289f, 0.54232f, 0.46070f, 0.00059f, -0.27914f, 0.45177f,
- 0.16274f, -0.08811f, -0.45791f, 0.53946f, -0.16794f, 0.16229f,
- 0.11840f, -0.24435f, 0.26894f, -0.33180f, -0.47314f, 0.34061f,
- -0.13939f, 0.13321f, -0.05208f, -0.18139f, -0.35234f, 1.37298f,
- -0.19360f, 0.21728f, 0.26088f, 0.04045f, -0.10763f, -0.40470f,
- 0.50026f, -0.06726f, -0.12871f, -0.20963f, -0.14583f, -0.04711f,
- -0.35988f, 0.03091f, 0.06491f, -0.31668f, -0.52190f, 0.23397f,
- -0.13984f, -0.15207f, -0.49977f, 0.51205f, 0.12559f, -0.03631f,
- 0.33447f, -0.36684f, 0.17533f, 0.15671f, -0.00096f, 0.06817f,
- 0.20922f, 0.34006f, 0.71260f, 0.45024f, 0.53033f, 0.15645f,
- 0.76019f, 0.56870f, 0.83066f, 0.63022f, 1.74436f, -0.24798f,
- 0.06795f, -0.00749f, 0.17795f, 0.10371f, 0.06527f, 0.41054f,
- 0.49003f, 0.34630f, 0.02615f, 0.30320f, -0.47133f, -0.49584f,
- 0.21775f, 0.27530f, -0.29977f, -0.64269f, 0.52627f, -0.02492f,
- 0.08077f, 0.40786f, -0.36015f, -0.70714f, -1.98185f, -0.28187f,
- 0.35018f, -0.06105f, -0.12710f, 0.06606f, -0.27805f, 0.44630f,
- -0.84731f, -0.26699f, 0.25856f, 0.06194f, -0.18674f, -0.11560f,
- -0.43277f, 1.10579f, 0.95876f, 0.17415f, 0.56386f, 0.68426f,
- 0.50180f, 0.24844f, 0.12347f, 0.15281f, -0.19089f, 0.52279f,
- 0.41860f, -0.05270f, -0.17029f, -0.03542f, 0.10621f, -0.25088f,
- 0.24070f, -0.08951f, 0.29950f, -0.36720f, 0.02151f, 0.20129f,
- -0.70066f, -0.23144f, -0.20070f, -0.39262f, -0.01597f, -0.05591f,
- 0.23814f, -0.25991f, 0.05812f, 0.60554f, -0.06106f, -0.58326f,
- 0.28762f, -0.18747f, 0.08232f, -0.04243f, -0.03293f, 0.14722f,
- -0.13017f, -0.67263f, 0.38698f, -0.18207f, -0.11496f, -0.27976f,
- -0.55345f, 1.42872f, 0.04684f, 0.04214f, 0.00030f, 0.02410f,
- 0.19966f, -0.04246f, 0.00442f, 0.23121f, 0.13364f, 0.21548f,
- -0.12748f, -0.14066f, -0.28354f, 0.59937f, -0.27553f, 1.57503f,
- -0.01050f, -0.17724f, 0.44110f, -0.80334f, 0.72064f, 1.00501f,
- -0.72638f, 0.02774f, 0.48540f, -0.72016f, -0.27721f, 0.31559f,
- 0.07322f, 0.20279f, -0.19647f, 0.02352f, 0.12662f, 0.19743f,
- 0.30543f, 0.25712f, 0.44702f, 0.16417f, 0.17888f, -2.58469f,
- 0.20555f, 0.57782f, -0.10892f, 0.14527f, 0.82251f, 0.04200f,
- 0.44626f, 0.10818f, 0.71204f, 0.62903f, 0.69178f, 0.73603f,
- 0.52717f, 0.83020f, 0.48824f, 1.03270f, -0.00152f, 0.07958f,
- 0.24181f, -0.78839f, -0.74214f, -0.72998f, -1.58694f, 0.17735f,
- 0.56318f, 0.32580f, -0.58503f, -0.33673f, -0.00838f, 0.48924f,
- 0.43362f, 0.12750f, 0.00295f, 0.38624f, 0.17037f, 0.00729f,
- -0.26256f, -0.41669f, 0.36847f, 0.22424f, 1.33334f, 0.18112f,
- 0.37682f, 0.49173f, -0.45240f, -0.04857f, -0.35038f, -0.83099f,
- -0.01988f, 0.03497f, 0.38033f, 0.13685f, 0.17597f, 0.28668f,
- 0.31193f, -0.43281f, 0.43267f, -0.50495f, 0.01969f, 0.14131f,
- -0.09326f, -0.39425f, -0.62048f, -0.09119f, -0.28306f, -0.52671f,
- -0.38584f, -0.10953f, 0.19669f, 0.34540f, -0.49941f, 0.04605f,
- -0.43535f, 0.27519f, 0.03659f, -0.31961f, 0.13330f, 0.87009f,
- 0.20101f, -0.70392f, -0.27883f, 0.33874f, -0.34308f, 0.67760f,
- 0.88195f, 0.55752f, -0.26563f, 0.17875f, 0.06964f, 0.87607f,
- 1.47616f, 0.46747f, -0.56408f, -0.39352f, -0.16427f, -0.41185f,
- 0.14187f, 0.19265f, -0.58613f, 0.56345f, -0.17729f, -0.11320f,
- 0.08752f, -0.01329f, 1.20981f, 0.45170f, -0.20571f, -0.01150f,
- 0.26476f, 0.13508f, 0.22020f, -0.42684f, -0.22499f, -1.51212f,
- 0.86648f, 0.21776f, 0.24666f, 0.71339f, 0.42742f, -0.00952f,
- 0.14762f, 0.07693f, -0.19599f, 0.03075f, -0.09703f, -0.32483f,
- -0.11616f, -0.40461f, -0.11693f, 0.10038f, -0.30038f, 0.14686f,
- 0.00548f, 0.20350f, 0.00763f, -0.43756f, -0.01997f, 0.00902f,
- 0.07470f, -0.41441f, -0.20605f, 0.07626f, -0.34973f, 0.47455f,
- -0.15251f, -0.05325f, 0.04964f, 0.32477f, -0.54604f, 0.25273f,
- -0.18461f, -0.30841f, 0.64908f, 0.60752f, 0.64148f, 0.72788f,
- 0.71232f, 0.58597f, 0.73017f, 0.58857f, 0.71908f, 0.59860f,
- 0.61849f, 0.99398f, 0.39572f, -0.36165f, -1.88646f, 0.14384f,
- -0.60541f, -0.21380f, -0.55498f, -0.50960f, -0.08801f, 0.51892f,
- 0.19126f, 0.57879f, 1.19447f, 0.25673f, -0.21631f, -0.43562f,
- -0.27497f, -0.02206f, -0.56169f, 0.58952f, -0.60983f, -0.64088f,
- -0.69087f, -0.56261f, -0.74089f, -0.65063f, -0.66978f, -0.60836f,
- -0.92770f, -0.77182f, -1.61031f, -0.70007f, -0.68402f, -0.42242f,
- -0.66722f, -0.14533f, 1.53781f, -0.49320f, -0.31646f, 0.02826f,
- -1.05554f, 0.06559f, -0.12399f, -0.61671f, -0.28956f, -0.15419f,
- 0.87189f, -0.43375f, -1.08477f, -0.66006f, 0.36233f, 0.82678f,
- -0.92342f, -1.47101f, -0.02937f, -0.16497f, -0.75457f, 0.50173f,
- -0.07560f, 0.71598f, 1.50795f, -0.04745f, -0.14008f, -0.18510f,
- -0.14988f, -0.67044f, 0.79659f, 0.70610f, 0.84983f, -0.62530f,
- -0.82600f, -0.52563f, -0.11942f, -0.50279f, -0.13425f, -0.02850f,
- 0.50767f, 0.10252f, 0.24540f, 0.67748f, -0.43483f, -0.22242f,
- 0.23431f, 0.57287f, 0.69560f, 1.13814f, -0.47427f, -0.55858f,
- -1.47072f, 0.26587f, -0.36335f, 0.83060f, 1.01645f, -0.52895f,
- -0.11614f, 0.17390f, -0.13664f, -0.83098f, -0.07985f, -1.36820f,
- 0.47759f, -0.55612f, 0.46852f, 0.07406f, -0.80467f, 0.23059f,
- 0.09992f, -0.06164f, 0.13541f, 0.06135f, 0.83605f, -0.53224f,
- -0.13867f, 0.93838f, -0.61290f, 0.27732f, -0.46688f, -0.41810f,
- 0.12885f, 0.13619f, -0.24612f, 0.07215f, 0.98866f, 0.10993f,
- 1.05799f, -0.27146f, -0.00079f, -0.08585f, 0.08322f, -0.33809f,
- 0.67598f, -1.06515f, 1.28866f, 0.61028f, -0.31704f, -0.59905f,
- 1.62151f, 0.10969f, 0.20671f, -0.17818f, 0.14170f, 0.19322f,
- 0.30602f, 0.93111f, 0.19011f, -0.45609f, 0.82506f, 0.32936f,
- -0.07858f, -0.27106f, -0.31638f, 0.23299f, 0.81491f, 0.32584f,
- -0.52093f, -0.32472f, 0.53643f, -0.42605f, 0.01641f, 0.09002f,
- 0.15832f, -0.08790f, 0.05511f, 1.00730f, 0.46309f, 0.68166f,
- -0.18835f, 0.64512f, -1.00540f, 0.86802f, 0.18981f, -0.06982f,
- -0.24514f, -0.08027f, 0.61199f, -0.20830f, 0.72001f, 0.17477f,
- 0.06511f, 0.00801f, -0.43590f, 0.37257f, 0.70323f, 0.60233f,
- 1.62541f, 0.74383f, -0.22254f, -0.33892f, 0.22881f, 0.62817f,
- 0.68915f, -0.06417f, 0.00969f, 1.65869f, 0.89060f, 0.75948f,
- 0.95359f, 1.56043f, 1.06017f, 2.54520f },
-};
-static const int av1_prune_2D_num_hidden_units_ver[9] = { 8, 16, 8, 16, 16,
- 16, 16, 32, 16 };
-static const float *av1_prune_2D_learned_weights_ver[9] = {
- /* BLOCK_4X4 */
- (float[]){ 0.72406f, -0.40019f, 0.51795f, -0.43881f, -0.49746f, -0.41780f,
- -0.39409f, -0.16183f, -1.00135f, -0.41733f, -0.96534f, 0.93272f,
- 1.06229f, 0.04188f, 0.60919f, 0.92405f, -0.39359f, 0.70570f,
- 0.75375f, 1.11966f, -1.86360f, -0.35421f, 0.18743f, 0.13346f,
- -0.21262f, 0.07050f, 0.10533f, -0.47402f, 1.33417f, 1.72899f,
- 1.17983f, 0.10552f, 1.96273f, -0.69845f, -0.10999f, -1.11311f,
- 1.35101f, 0.43842f, -0.29264f, -1.15376f, 0.79770f, 0.08520f,
- 0.23298f, 0.05285f, 0.87506f, -0.90784f, -0.06197f, -1.00580f,
- 0.68639f, -0.34881f, 0.15366f, -1.64658f, 0.80755f, -0.26293f,
- 0.10253f, -0.23915f, 1.14696f, -0.10928f, -1.61377f, 0.00863f,
- 0.98599f, -0.43872f, 0.61196f, -0.03787f, 1.01060f, 0.17643f,
- -0.00208f, -0.15738f, 0.06517f, 0.72885f, 0.24387f, 1.28535f,
- 1.23769f, 1.40308f, 0.09871f, 1.82070f },
- /* BLOCK_4X8 */
- (float[]){ 0.88859f, 1.02796f, 1.15509f, 0.61719f, 0.85804f, 1.17581f,
- 0.93524f, 0.06546f, 0.08018f, -0.78562f, -0.36614f, 0.14149f,
- -0.30069f, -0.52647f, -0.82789f, 0.60527f, -1.74026f, -0.20271f,
- 0.09875f, 0.03708f, 0.09430f, -0.24043f, -0.38433f, 1.21014f,
- 1.42443f, 0.69586f, 1.07812f, 1.21748f, 1.10989f, 0.93122f,
- 1.04127f, 0.39424f, 0.95592f, 0.12904f, 0.46330f, 0.49722f,
- 0.46303f, 0.36979f, 0.60227f, 0.39345f, -2.01632f, -0.05706f,
- 0.07766f, -0.01271f, -0.16577f, -0.21957f, -0.14800f, 0.24898f,
- 0.27662f, 0.42028f, 0.44748f, 1.14585f, 1.38805f, 0.46182f,
- -0.22982f, -0.07324f, 0.29886f, -0.46959f, -0.04228f, -0.01064f,
- 0.24260f, -0.32282f, -0.23804f, 1.44466f, -0.42190f, -0.36385f,
- 0.39746f, 0.38557f, -0.09624f, -0.21540f, 0.57385f, -0.72878f,
- -0.39677f, -0.00717f, 0.60499f, 1.33849f, 1.05337f, 1.11947f,
- 0.38487f, 0.86534f, -0.33970f, 0.71140f, 0.20772f, 0.61132f,
- 0.06181f, -0.20027f, 0.13736f, -0.72321f, 0.64586f, -0.56740f,
- -0.90912f, -0.20452f, 0.15381f, -0.84346f, 0.19550f, 0.63164f,
- 1.35441f, 0.63218f, 0.82883f, 0.38803f, -0.23874f, -0.02962f,
- 0.23846f, -0.06822f, -0.40159f, -0.17850f, -0.69524f, 1.12299f,
- -0.08286f, -0.14150f, -0.28456f, -0.41519f, -0.12792f, -0.55286f,
- 0.51655f, 0.06636f, 0.73759f, 0.70072f, 0.12616f, 0.31282f,
- 0.17130f, -1.34233f, 0.37221f, 0.95838f, 0.16286f, 1.04301f,
- 0.73600f, -0.11233f, -0.89131f, 0.09124f, -0.71678f, -1.19929f,
- 0.98963f, 0.16896f, -0.44943f, -0.97532f, -0.13997f, 1.07136f,
- -0.46362f, -0.45253f, -0.63015f, -0.20008f, 1.24048f, -0.21265f,
- -0.79795f, 0.45973f, -0.54188f, -1.05095f, 0.64404f, -0.56470f,
- -0.57018f, 0.61644f, 0.50229f, 1.14006f, 0.13805f, -0.42058f,
- -0.07468f, 0.66203f, 0.93180f, -0.59662f, -0.25152f, 0.00336f,
- 1.09769f, -1.11921f, 0.15151f, 0.58750f, -0.42480f, -0.95908f,
- -0.10980f, 1.31715f, 0.06665f, -0.52371f, 0.37228f, -0.12364f,
- 0.54876f, -0.32698f, 0.39863f, -0.97669f, -1.06351f, 1.82755f,
- 1.02851f, 0.10322f, -0.08322f, 0.08891f, -0.05715f, 0.93503f,
- 0.02096f, -0.39506f, -0.99330f, -0.09407f, 0.75108f, -0.30104f,
- 1.78314f, -0.01786f, -0.17392f, 0.00461f, 0.41394f, 0.92566f,
- 1.11251f, -0.71380f, -0.04907f, 0.12736f, 0.00208f, 0.94451f,
- -0.31783f, -0.19655f, 0.64619f, 0.50359f, 0.39274f, 1.27276f,
- 0.30322f, 2.55238f },
- /* BLOCK_8X4 */
- (float[]){ 0.81919f, 0.15527f, 0.60055f, -0.54617f, -0.35510f, -0.28223f,
- -0.20478f, 0.15001f, -1.84806f, -0.30274f, -0.00865f, 0.33939f,
- 1.11970f, 0.44630f, 0.32074f, 0.39637f, 0.08149f, 1.28070f,
- 0.86703f, 0.76503f, -1.83991f, -1.13575f, -0.68605f, -0.23690f,
- 0.07099f, 0.64960f, 0.82543f, -0.72028f, 0.08220f, 0.34338f,
- 0.20245f, -0.88920f, 1.14995f, -0.16021f, 2.38325f, -0.65179f,
- 1.09624f, 1.07662f, 0.63837f, -0.64847f, 0.10278f, 0.06819f,
- 1.73885f, 1.29889f, -0.18482f, -1.06132f, 0.67003f, -0.23280f,
- 0.50181f, -0.33890f, 0.43524f, -1.03147f, 1.09640f, 0.66332f,
- 0.47652f, -0.02251f, 0.94245f, -0.03861f, 0.84776f, 0.28377f,
- 0.92044f, 0.23572f, 0.52082f, -0.16266f, 0.45290f, 0.11342f,
- -0.50310f, -0.92633f, 1.46345f, 1.84714f, 1.06804f, -0.13610f,
- 2.41028f, 1.95675f, 0.82387f, 2.41923f },
- /* BLOCK_8X8 */
- (float[]){ 0.98214f, 1.05643f, 0.91173f, 0.24165f, 0.39961f, 0.25736f,
- 0.68593f, 0.10553f, 0.13353f, -0.49687f, -1.66413f, 1.16584f,
- 2.25147f, -0.72247f, -2.65486f, -0.03628f, -1.47746f, -1.07644f,
- -1.25551f, -0.91260f, -1.26199f, -1.06022f, -1.42138f, 1.10500f,
- 2.96552f, -0.40638f, 0.02258f, -0.23137f, 0.34922f, -0.01454f,
- 0.41251f, 0.35944f, -1.56742f, 0.01406f, 0.88114f, 1.42462f,
- 0.87243f, 0.02439f, 0.07035f, 0.34303f, -3.16843f, 0.25798f,
- 0.07494f, 0.38926f, -0.12267f, 0.09049f, -0.36711f, 0.01551f,
- 1.41269f, 1.33505f, 1.43627f, 1.41909f, 1.44605f, 1.43008f,
- 1.36721f, 0.19443f, -0.08606f, 0.17285f, 0.63692f, 0.92092f,
- 0.61007f, 0.87100f, -0.33631f, 1.98025f, -0.40686f, -0.33808f,
- 0.34919f, 0.33817f, -0.01807f, -0.25259f, 0.26442f, -0.76979f,
- 1.07788f, -1.38747f, 1.34315f, 2.79947f, 2.02838f, -0.25062f,
- 0.00174f, 1.25888f, 0.17344f, 0.20897f, 1.28765f, 1.95749f,
- 1.62351f, 1.04556f, 0.43858f, 0.12463f, 1.66399f, 0.03971f,
- 0.36614f, 0.56932f, 0.15982f, 0.11587f, 0.21402f, 1.89386f,
- -0.91267f, -0.79781f, 1.79155f, 0.60147f, -0.90118f, -4.32718f,
- -0.58154f, -0.02181f, -0.40734f, -0.11409f, -0.79470f, 0.69697f,
- -0.16588f, -0.16090f, -0.21236f, -0.52776f, -0.64455f, 0.09173f,
- 0.80766f, 0.76097f, 0.20295f, -0.93467f, -0.43509f, 0.59659f,
- 0.07788f, -3.79459f, 0.16268f, 0.47343f, 0.05106f, -0.24880f,
- 1.18941f, 0.10346f, 0.75780f, 0.25628f, 0.19911f, -0.41384f,
- 1.33909f, 0.31498f, -1.37171f, -1.09561f, -0.44056f, 0.49001f,
- -0.65804f, -1.96031f, 0.64806f, -0.52520f, 1.38838f, 0.15519f,
- -0.63856f, -2.02670f, -0.92947f, 0.00216f, 1.47710f, -2.01099f,
- -2.11289f, -0.92288f, 0.19296f, 1.37866f, -0.85975f, -0.78624f,
- -2.10392f, 0.13976f, 1.06968f, -2.04120f, 0.57991f, -1.84941f,
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- 0.21845f, 0.32462f, 0.33945f, 0.11527f, -0.35926f, -0.18584f,
- 0.29340f, 0.78199f, 2.39287f, 0.53838f, -1.55085f, 0.02238f,
- -0.26153f, -0.42498f, -0.02460f, 0.19261f, -0.10870f, -0.08453f,
- -0.39561f, 0.08600f, 0.36310f, 0.58439f, -0.59526f, 0.13104f,
- -0.06703f, -0.17529f, -0.41431f, -0.23121f, -0.32394f, -0.33324f,
- -0.21405f, -0.41702f, -0.29236f, -0.31766f, -0.33512f, -0.22679f,
- -0.13680f, -0.00118f, -1.81744f, -2.34798f, -1.08048f, -0.29883f,
- -0.29123f, -0.01752f, 1.02458f, -1.02185f, -0.18978f, 0.05981f,
- -0.94931f, 0.34544f, 0.04415f, -0.60036f, -0.11368f, -0.14154f,
- 1.23438f, 0.51640f, -0.57587f, -0.91380f, 0.95720f, 0.68298f,
- -0.06353f, -2.14960f, -0.11080f, 0.79380f, -0.94199f, 0.43040f,
- 0.01358f, 0.07201f, -0.49689f, -0.14839f, -0.80132f, -0.13925f,
- -0.11834f, -0.24998f, -0.33976f, 0.35497f, 0.87367f, -1.06469f,
- -0.50829f, -0.70540f, 1.14596f, -1.12346f, -0.94467f, 0.01380f,
- -0.18911f, 0.07961f, -0.18626f, 0.61902f, -0.64423f, 1.21545f,
- 1.01149f, 0.26309f, 1.50380f, 1.93940f, -0.64064f, 1.03987f,
- -1.88000f, -0.44574f, -1.53303f, 1.36307f, 1.00292f, 0.37031f,
- 0.21594f, 0.16758f, 0.02592f, -0.77431f, -0.31797f, -1.53826f,
- 1.14013f, -1.21957f, 0.04571f, -0.22168f, 0.32299f, 0.25949f,
- -0.13306f, 0.17850f, 0.92494f, 0.19999f, 0.07494f, -0.03362f,
- -0.53453f, 1.02970f, -0.22947f, 0.73964f, 1.08445f, 0.16855f,
- -0.02686f, 0.25254f, 0.05952f, 0.02194f, 0.05649f, 0.39195f,
- 0.14139f, 0.53843f, -0.06959f, -0.06993f, -0.14151f, -0.53147f,
- 0.17481f, -1.21977f, 0.62932f, 1.07173f, 0.24049f, -0.51574f,
- 0.97492f, -0.28169f, -0.15406f, -0.05441f, -0.25415f, 0.16583f,
- 0.43674f, -0.00593f, -0.09277f, 0.61402f, 1.35562f, -0.03926f,
- 0.18967f, -0.29548f, -0.55509f, 0.23661f, 0.05023f, 0.36226f,
- -0.83314f, 0.39357f, 0.19943f, -0.63431f, -0.03847f, 0.12213f,
- 0.62024f, -0.11704f, -0.22483f, 0.96624f, 0.18518f, 0.09181f,
- -0.63068f, 0.66797f, 0.74107f, 0.40624f, 0.70636f, -0.06921f,
- 0.34175f, -0.15513f, 2.07844f, 0.22126f, 0.52919f, 0.26793f,
- -0.50018f, 1.10549f, 0.10970f, 0.05831f, 0.82842f, -1.22975f,
- 1.78377f, 0.92679f, 2.01480f, -1.19011f, -0.53381f, 0.38533f,
- 0.45579f, -0.10683f, -0.40828f, 0.31398f, 0.14978f, 0.91325f,
- 1.03659f, 1.80249f, 1.25710f, 1.32000f },
- /* BLOCK_32X16 */
- (float[]){ 1.30219f, 1.30548f, 1.33334f, 1.20560f, 1.01572f, 1.38100f,
- 1.37504f, 0.12599f, -0.96957f, 0.19400f, 0.75734f, 0.11295f,
- -0.40447f, -1.53062f, -0.82980f, 0.02168f, -1.11289f, -0.66861f,
- -0.83663f, -0.91455f, -0.78618f, -0.87176f, -1.10711f, 0.71207f,
- 1.49689f, -0.12715f, 0.29357f, 0.35234f, 0.61016f, 0.80708f,
- 0.83564f, 1.05961f, -0.99842f, 0.82004f, 0.02638f, 0.44606f,
- 0.32298f, 0.21321f, 0.47290f, -0.71442f, -2.81050f, -0.02520f,
- -0.08919f, 0.00369f, -0.05257f, -0.07011f, -0.16394f, 0.06290f,
- 0.80086f, 0.32349f, 0.47411f, 1.36126f, 1.68162f, 0.91325f,
- -0.27495f, 0.00262f, 0.06025f, 0.42832f, 0.36965f, 0.38063f,
- 0.32772f, 0.40914f, 0.44510f, 3.02239f, -1.84077f, 0.49536f,
- -0.27340f, -0.10437f, -0.34293f, -0.08047f, -0.29651f, -0.97111f,
- -0.34187f, 0.52869f, 1.27240f, 1.20306f, 1.19121f, 1.28742f,
- 0.26393f, -0.62319f, 0.92285f, -0.08303f, -0.33118f, -0.13053f,
- 0.24875f, -0.52089f, 0.44691f, -1.08908f, 1.20921f, 0.36538f,
- -0.46792f, -0.18855f, -0.13443f, -0.28472f, -0.10353f, 0.06911f,
- 0.68519f, 0.08228f, -0.49027f, -0.34381f, 0.04719f, -0.33298f,
- 0.72525f, 0.09538f, -0.29216f, -0.07260f, -0.55827f, 0.54542f,
- -0.10144f, -0.09292f, -0.14427f, -0.38361f, -0.41559f, 0.75338f,
- -0.04530f, 0.27944f, 0.06932f, -0.11537f, 0.29568f, 1.92155f,
- -0.98996f, -0.08841f, 0.49386f, 0.15947f, 0.53290f, 1.46747f,
- 0.59360f, 0.25468f, -1.19673f, 0.33043f, 0.24408f, 0.46221f,
- 2.00646f, 0.19031f, -0.64944f, -0.43452f, 1.04400f, 1.47371f,
- 0.52460f, -1.39577f, 0.83852f, -0.25536f, 1.33200f, -0.24444f,
- -1.31447f, -0.86455f, 0.85217f, 1.00048f, 0.37395f, -1.35713f,
- -0.54032f, 0.82803f, 0.89606f, 1.57696f, 0.68067f, 0.42512f,
- -0.26250f, 0.14621f, 0.93249f, -0.77690f, -0.93652f, -0.44488f,
- 0.68360f, -0.88178f, 1.89111f, 0.67700f, -0.29310f, 0.91604f,
- -1.21881f, 1.11188f, 0.45045f, -0.86119f, -0.09294f, 0.09360f,
- 0.80794f, 0.41027f, 1.80399f, -0.50362f, -1.44689f, 0.85148f,
- 0.90707f, -0.18458f, 0.14165f, 1.17367f, 0.70869f, 1.57147f,
- 0.24692f, 0.16626f, 0.56794f, 0.07313f, 0.14728f, -0.74296f,
- 1.74127f, 1.26560f, 0.17753f, 1.10194f, 0.56435f, 1.73779f,
- 1.42841f, -1.16773f, 0.24584f, 0.10813f, -0.60187f, 0.79802f,
- 0.75229f, -0.06112f, 1.77282f, 1.01058f, 0.83082f, 2.03845f,
- 0.59627f, 2.31341f },
+#include "av1/encoder/ml.h"
+
+// Tx type model for 4x4 block.
+static const float av1_tx_type_nn_weights_4x4_layer0[32] = {
+ 0.72406f, -0.40019f, 0.51795f, -0.43881f, -0.49746f, -0.41780f, -0.39409f,
+ -0.16183f, -1.00135f, -0.41733f, -0.96534f, 0.93272f, 1.06229f, 0.04188f,
+ 0.60919f, 0.92405f, -0.39359f, 0.70570f, 0.75375f, 1.11966f, -1.86360f,
+ -0.35421f, 0.18743f, 0.13346f, -0.21262f, 0.07050f, 0.10533f, -0.47402f,
+ 1.33417f, 1.72899f, 1.17983f, 0.10552f,
};
-// These thresholds were calibrated to provide a certain number of TX types
-// pruned by the model on average, i.e. selecting a threshold with index i
-// will lead to pruning i+1 TX types on average
-static const float *av1_prune_2D_adaptive_thresholds[9] = {
- /* BLOCK_4X4 */
- (float[]){ 0.02014f, 0.02722f, 0.03430f, 0.04114f, 0.04724f, 0.05212f,
- 0.05627f, 0.06018f, 0.06409f, 0.06824f, 0.07312f, 0.07849f,
- 0.08606f, 0.09827f },
- /* BLOCK_4X8 */
- (float[]){ 0.01282f, 0.02087f, 0.02844f, 0.03601f, 0.04285f, 0.04871f,
- 0.05359f, 0.05823f, 0.06287f, 0.06799f, 0.07361f, 0.08093f,
- 0.09119f, 0.10828f },
- /* BLOCK_8X4 */
- (float[]){ 0.01184f, 0.01941f, 0.02722f, 0.03503f, 0.04187f, 0.04822f,
- 0.05359f, 0.05823f, 0.06287f, 0.06799f, 0.07361f, 0.08093f,
- 0.09167f, 0.10974f },
- /* BLOCK_8X8 */
- (float[]){ 0.00745f, 0.01355f, 0.02039f, 0.02795f, 0.03625f, 0.04407f,
- 0.05042f, 0.05579f, 0.06067f, 0.06604f, 0.07239f, 0.08093f,
- 0.09363f, 0.11682f },
- /* BLOCK_8X16 */
- (float[]){ 0.00525f, 0.01135f, 0.01819f, 0.02576f, 0.03357f, 0.04114f,
- 0.04773f, 0.05383f, 0.05920f, 0.06506f, 0.07190f, 0.08118f,
- 0.09509f, 0.12097f },
- /* BLOCK_16X8 */
- (float[]){ 0.00525f, 0.01160f, 0.01819f, 0.02527f, 0.03308f, 0.04065f,
- 0.04773f, 0.05383f, 0.05969f, 0.06531f, 0.07214f, 0.08118f,
- 0.09485f, 0.12048f },
- /* BLOCK_16X16 */
- (float[]){ 0.01404f, 0.02820f, 0.04211f, 0.05164f, 0.05798f, 0.06335f,
- 0.06897f, 0.07629f, 0.08875f, 0.11169f },
- /* BLOCK_16X32 */
- (float[]){ 0.01257f, 0.02576f, 0.03723f, 0.04578f, 0.05212f, 0.05798f,
- 0.06506f, 0.07385f, 0.08606f, 0.10925f },
- /* BLOCK_32X16 */
- (float[]){ 0.01233f, 0.02527f, 0.03699f, 0.04602f, 0.05286f, 0.05896f,
- 0.06531f, 0.07336f, 0.08582f, 0.11072f },
+static const float av1_tx_type_nn_bias_4x4_layer0[8] = {
+ 1.96273f, -0.69845f, -0.10999f, -1.11311f,
+ 1.35101f, 0.43842f, -0.29264f, -1.15376f,
};
-static const int av1_prune_tx_split_num_hidden_units[6] = { 16, 16, 16,
- 32, 32, 64 };
-static const float *av1_prune_tx_split_learned_weights[6] = {
- /* BLOCK_4X8 */
- (float[]){ 0.32030f, 1.52126f, 1.14809f, -2.14866f, -0.08888f, -0.22737f,
- -1.38105f, -0.51040f, 2.51004f, 2.17404f, -0.55634f, 1.41842f,
- -0.49649f, -0.44879f, 2.68777f, -4.22827f, -0.60068f, 0.41569f,
- -0.00639f, -0.26465f, 3.59964f, 1.05503f, 1.67338f, 1.21009f,
- -1.94552f, -0.24265f, 1.44033f, -0.73353f, -0.07009f, 0.94179f,
- 0.04023f, 1.07040f, 0.51453f, -1.04236f, -0.25694f, -0.26323f,
- 0.82425f, 1.56855f, 1.22929f, -0.63590f, -0.14229f, -1.23524f,
- -0.06514f, -0.55427f, 0.21009f, 0.56361f, -1.39779f, 1.36076f,
- 0.09111f, 1.17656f, 0.24083f, -2.68367f, -1.22950f, 0.62489f,
- -2.89232f, -0.78764f, 0.47787f, -1.39686f, -0.17512f, -0.27895f,
- 1.50220f, 0.00000f, -0.06392f, -0.41602f, 0.80551f, -1.81964f,
- 1.81584f, -3.88831f, 2.06815f, -3.70215f, 3.83453f, -1.55123f,
- -1.94259f, 1.34788f, -0.13279f, -0.79214f, 0.71301f, -0.19471f,
- -0.07253f, -1.05497f, -1.23037f },
- /* BLOCK_8X4 */
- (float[]){ -0.34959f, 3.09285f, 0.78709f, -2.43502f, -0.10261f, -0.07371f,
- 0.36992f, -0.07637f, 0.28320f, 2.25698f, 0.49487f, -0.43731f,
- 0.72762f, -0.16534f, 0.32642f, -4.77212f, 0.38547f, -0.17502f,
- 0.03277f, 2.37985f, 0.66447f, -1.19182f, 3.21549f, -0.15916f,
- -3.76120f, -0.06682f, -0.45622f, 0.22224f, 0.40141f, 0.57949f,
- 0.45262f, 3.64971f, -0.22332f, 0.21022f, 1.54482f, 0.46679f,
- 1.03831f, -0.15273f, 0.33478f, -0.63590f, -0.14229f, -1.23524f,
- -1.57408f, -0.26338f, 1.56286f, 0.53111f, -0.71675f, 1.38037f,
- 1.60338f, 1.28888f, 0.14721f, -1.97339f, 0.20711f, 0.24843f,
- -0.38865f, -2.29281f, 1.20972f, 0.08247f, -3.16498f, -1.06884f,
- 0.36580f, 0.00000f, -0.99106f, -1.15329f, 1.38434f, -1.83397f,
- -0.32715f, -3.67003f, -0.66115f, -4.61855f, -1.39752f, 3.10370f,
- -1.25350f, 0.00505f, 3.51122f, 1.39872f, -1.11827f, -0.19471f,
- 2.31759f, 2.11014f, -0.26996f },
- /* BLOCK_8X8 */
- (float[]){ -2.47727f, 2.02291f, 0.50872f, 0.08612f, -0.50731f, -4.17997f,
- -4.99049f, -0.10378f, -0.13314f, 1.84303f, 0.16978f, 0.22674f,
- 0.04579f, -1.73010f, -0.74034f, -0.41242f, 0.03099f, -0.36317f,
- 2.96804f, 1.73384f, -0.51191f, 0.08936f, -0.11552f, 2.05849f,
- 2.38921f, -1.71574f, 3.84163f, 0.03147f, 0.06774f, -0.22495f,
- 0.00158f, -0.14033f, 0.86344f, 1.18282f, 1.29665f, -0.15054f,
- -0.06339f, -4.68035f, 0.39699f, 0.33972f, -3.02441f, 0.09658f,
- 1.55562f, 0.41954f, 0.15387f, -1.50455f, 1.38531f, 0.95743f,
- 0.54309f, 1.42863f, 2.17137f, 2.80152f, -0.12118f, -0.28639f,
- -1.39431f, -0.13291f, -0.53808f, -3.61837f, -0.11427f, -0.16585f,
- 2.27990f, 2.36602f, 2.05427f, 0.13960f, 0.01552f, 0.01583f,
- 0.09690f, 0.02183f, 3.66735f, -0.66999f, -0.11664f, -0.53856f,
- -0.05054f, -0.80409f, 2.83509f, -0.10204f, -0.11378f, 0.04303f,
- -0.46864f, 4.37163f, 0.67772f, -1.06375f, 0.29005f, -3.82750f,
- -2.63534f, -0.25700f, -1.10611f, -0.27371f, -0.01970f, -0.13272f,
- 1.52793f, 0.87452f, -1.83178f, -2.67459f, -1.27264f, -3.56434f,
- 1.42888f, -6.86701f, -1.98023f, 3.81828f, 1.40864f, -2.24906f,
- 1.64376f, -3.70196f, -2.11058f, 1.24140f, 1.69127f, -2.04217f,
- -3.04680f, 3.25083f, 1.31881f, 4.21563f, -3.58924f },
- /* BLOCK_8X16 */
- (float[]){ -0.21895f, -0.45677f, 2.41986f, 0.45214f, -2.74380f, -1.00732f,
- 0.19281f, -0.07835f, -0.07427f, 0.11533f, -0.05784f, 0.41050f,
- 0.45777f, 0.21196f, 0.28456f, 0.04115f, -0.28650f, 5.25257f,
- -0.21835f, -0.10548f, 0.32348f, 0.33489f, -0.06561f, 0.35372f,
- -0.64700f, -2.71813f, 2.06582f, 1.63493f, 0.65080f, 1.59359f,
- 1.62042f, -1.55604f, -0.68386f, 0.37781f, -0.47955f, -0.60442f,
- 1.29428f, 0.08807f, 1.47488f, 2.21390f, -1.24883f, -1.30805f,
- 0.11024f, 0.61822f, 0.72328f, -0.70267f, 0.06369f, 0.02753f,
- 0.23815f, 0.00898f, 0.37615f, -0.09525f, -0.35903f, -0.64775f,
- 1.67392f, 1.30467f, 1.15131f, 1.25024f, -1.69001f, -2.22747f,
- -0.64590f, -0.76387f, 0.19835f, 0.13566f, -0.32447f, 0.19677f,
- 0.37378f, -0.15793f, 0.28234f, 0.41214f, -0.33675f, -0.20085f,
- -2.42429f, -0.36136f, -1.28244f, -1.00030f, 0.24530f, -0.21880f,
- 0.20256f, -1.16030f, 1.37917f, -0.18824f, 0.08422f, -0.26584f,
- -0.28225f, -0.23964f, -0.93862f, 0.68627f, -0.26600f, 1.45596f,
- -0.01694f, 0.25936f, 0.16832f, 0.01620f, -0.82569f, 0.17832f,
- 0.17576f, 0.03032f, 0.25926f, -0.21567f, 0.23966f, 0.40671f,
- 0.98998f, 0.87764f, 0.53139f, -0.19729f, -1.50531f, 1.18424f,
- 1.90402f, 1.55604f, 2.83617f, 3.64986f, 0.08722f, -0.19534f,
- -0.15563f, 0.11337f, 1.03154f, -0.36714f, -0.71317f, -0.07648f,
- -0.17883f, -0.34857f, -0.20126f, -0.57790f, 0.03437f, -0.25365f,
- -0.68480f, 0.64985f, 1.99386f, 1.96729f, 0.37909f, 0.57962f,
- -0.31531f, 0.72729f, -1.33276f, 1.55848f, 1.81548f, 2.32462f,
- 3.00107f, 0.77959f, 0.31942f, 0.21177f, -0.36679f, 1.65274f,
- 0.55873f, 0.02198f, 0.01957f, -0.40375f, 0.16472f, -0.29589f,
- 0.23933f, -0.66861f, -0.29314f, -0.12607f, 0.52150f, -0.12359f,
- 0.52967f, -0.26430f, -0.22729f, 0.31530f, 0.30190f, -0.23286f,
- -0.32586f, -0.37164f, 1.02935f, 1.35490f, 0.77903f, 0.67302f,
- -0.33572f, -0.42498f, -1.27007f, -0.22194f, 0.48687f, 1.52368f,
- 0.79515f, 0.46112f, 0.75748f, 0.73060f, 1.12397f, -1.63125f,
- 1.11975f, 1.75004f, 0.96453f, 2.78651f, 1.41828f, -0.19729f,
- 1.06517f, 0.00775f, -0.01563f, 1.09465f, 0.32625f, 0.02543f,
- 0.18515f, -0.15120f, 0.31746f, 0.21150f, 0.57086f, -0.72082f,
- -0.90390f, 0.16707f, -1.20865f, 0.18383f, -2.11851f, 0.67133f,
- -0.91545f, 0.72087f, -0.29690f, -0.46287f, -0.27711f, 0.41903f,
- 0.30798f, 0.26662f, 0.36932f, -0.38146f, -0.89384f, 3.66687f,
- -0.37066f, 0.36173f, -0.27265f, -0.63719f, 0.07813f, 1.17721f,
- -0.05952f, -0.59288f, -0.42216f, 0.25272f, 0.17027f, 0.50658f,
- 0.55377f, -0.09560f, -0.45030f, -0.37908f, -0.78157f, -0.10020f,
- 1.93944f, 2.06165f, -0.43706f, 0.32571f, -1.60805f, -2.79799f,
- -0.37784f, -0.45904f, -0.77015f, -0.73018f, -0.01716f, -0.65036f,
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- 3.39510f, -1.36411f, 0.37148f, -3.24379f, -2.39433f, 0.47144f,
- 0.08939f, -0.01514f, 0.80475f, -1.44397f, -0.56830f, -0.19813f,
- 1.63175f, -1.45228f, 1.44804f, -1.08043f, -2.73050f, 0.36157f,
- 1.43198f, -0.17064f, 0.04689f, 4.13204f, -0.17145f, -0.45914f,
- 0.26951f, -0.43331f, -0.92574f, -0.43302f, -0.76836f, 0.50895f,
- -0.56016f, -2.15068f, 0.05734f, 1.57973f, 0.50136f, -0.58979f,
- 0.32304f, -0.20144f, -2.83504f, -1.59596f, 1.14075f, -3.35506f,
- -0.91743f, 0.52344f, 0.23030f, 0.26531f, -2.53394f, 0.53946f,
- -0.22607f, 0.04608f, -0.03066f, 2.58096f, 1.07551f, 0.35917f,
- 2.70303f, -0.39135f, -0.05870f, -0.42456f, 0.65547f, 1.17413f,
- -1.01273f, 0.41903f, 0.60067f, 0.06475f, 1.40028f, 0.31375f,
- -1.18827f, -1.79237f, -2.16054f, -0.18552f, 0.40779f, 2.47420f,
- 1.60598f, 2.51905f, 1.43856f, -1.77980f, -0.89020f, -0.25304f,
- -1.53063f, -2.07139f, -1.06641f, -1.49733f, 2.07209f, 1.08333f,
- -0.38585f, -0.52260f, -3.96459f, -1.11392f, -1.34735f, -1.00715f,
- -0.08676f, 0.02009f, -0.04225f, 0.29525f, -0.62457f, 1.25567f,
- 0.62074f, -0.10845f, 1.08668f, -1.72712f, -0.10162f, -3.73208f,
- -1.36195f, 1.24945f, 0.40479f, -0.44104f, 1.78835f, -0.54711f,
- -0.45704f, 0.13736f, -0.26916f, 0.40053f, 0.00769f, 0.01737f,
- -0.04449f, -0.45853f, 0.32574f, -0.10066f, -0.20889f, -0.42063f,
- -0.01880f, 0.02063f, -0.57622f, 0.00220f, -0.41481f, 0.21500f,
- 0.77856f, 0.52091f, -0.37127f, -0.16602f, 1.50396f, 1.28713f,
- 0.08025f, 0.37687f, -0.58758f, 0.26340f, 0.68237f, -0.32561f,
- -0.38597f, -0.03738f, 0.05094f, 0.35864f, 0.29402f, 1.97878f,
- 1.59610f, 0.06686f, -0.56105f, 3.04528f, 2.98407f, -2.56387f,
- -0.14111f, -0.05276f, 0.05093f, 1.43481f, -0.21868f, -0.03120f,
- 0.84077f, -0.26040f, 0.83573f, 0.44524f, -0.38470f, 0.32942f,
- 0.41419f, 0.03451f, -0.39586f, 0.34182f, -0.47267f, -0.44133f,
- 0.03274f, 0.64405f, 0.25461f, 0.34606f, -0.24311f, -0.25747f,
- -0.42828f, -0.16665f, -0.53530f, 1.60349f, 1.71093f, -1.98463f,
- -1.76171f, -4.02564f, -0.86771f, -2.01086f, -2.05039f, 0.75301f,
- -1.58901f, 0.25703f, -0.47220f, -0.03754f, -0.99208f, -0.34186f,
- -0.66435f, -0.75609f, 1.97819f, -1.84172f, -0.49220f, -0.45623f,
- -2.53327f, 0.26828f, -0.31886f, 1.39814f, -1.92251f, -0.65512f,
- -1.00151f, -0.65779f, -1.39199f, 0.52147f, 1.17518f, -0.79185f,
- -0.39961f, 0.71962f, -0.88161f, 0.16256f, -0.25754f, 1.08370f,
- -0.92590f, -4.04821f, -0.54154f, 0.16665f, -0.34683f, -1.51049f,
- -1.52053f, 0.68547f, -1.71874f, 0.33837f, -1.04910f, 0.29365f,
- 0.18723f, 0.96826f, -0.66771f, -1.19261f, -1.88262f, -0.06630f,
- 1.88106f, -0.80050f, -1.71436f, -0.31941f, 0.63553f, 1.54756f,
- -1.23407f, 0.52384f, 0.22354f, -0.34108f, 0.08610f, 0.00699f,
- 0.37136f, 0.79371f, 0.17867f, 0.43125f, -0.08364f, -0.00536f,
- 0.38589f, -0.38192f, 2.46420f, -4.95342f, -0.05129f, 0.24330f,
- 4.10377f, -0.09634f, 0.06190f, -0.10095f, 0.10639f, 0.84283f,
- -0.66132f, 0.30070f, -0.27125f, 0.10007f, 0.07156f, 0.12596f,
- -0.84956f, -0.73166f, 2.29945f, 0.20016f, -0.52447f, 0.53079f,
- -5.11437f, -0.14355f, -0.56753f, 0.29894f, 1.36724f, -4.18788f,
- -4.54924f, -0.14036f, 1.08707f, -0.46971f, -0.70524f, 0.40919f,
- -0.36412f, 0.61871f, 0.36490f, 0.27959f, 0.31333f, 0.72363f,
- -0.12954f, -0.29154f, 0.36509f, -0.50947f, -0.16829f, -0.07787f,
- -0.23850f, 0.56955f, 0.53635f, -0.51060f, 0.40341f, -0.25305f,
- -0.24747f, 0.06249f, 0.29373f, 0.16034f, 0.19666f, -0.55598f,
- -0.51409f, 0.03709f, -0.40533f, 0.04837f, -0.01790f, -0.31404f,
- -0.20858f, -7.44090f, -0.19129f, 0.34522f, 0.32686f, 0.26268f,
- -0.14069f, -0.46890f, 0.00656f, 0.99568f, -0.21409f, -0.04172f,
- 0.06155f, -0.58416f, -0.00220f, 0.53917f, -0.17184f, 0.12604f,
- 0.14324f, -0.47364f, -0.44595f, 0.03335f, 0.05754f, -0.10465f,
- -0.60116f, 0.06808f, 0.74665f, -0.09468f, -0.22019f, -0.37092f,
- -0.15980f, 0.24710f, 0.09047f, 1.13834f, 0.98147f, -0.67229f,
- -0.94558f, -1.07998f, -0.77535f, 0.67678f, 0.91947f, 0.04130f,
- 0.24570f, -0.23502f, 0.07140f, 5.01414f, -0.42455f, 0.15214f,
- -0.06943f, -0.02245f, 0.55778f, 0.19904f, -0.11874f, -0.43990f,
- 0.10878f, -0.28505f, 0.56417f, -0.03703f, -0.13008f, 0.13934f,
- -0.24387f, -1.04753f, -0.71977f, 0.03831f, -0.04141f, 0.07736f,
- -0.57109f, -0.13095f, -0.56810f, -0.08898f, -0.35147f, 0.43868f,
- 0.08960f, 0.10786f, -0.21675f, 0.13877f, -0.00299f, 0.07219f,
- -0.99991f, -0.61501f, 0.65312f, -0.83098f, 0.39323f, -2.75927f,
- 0.81694f, -0.28241f, -2.18768f, 0.34134f, 1.20591f, 1.22232f,
- -0.64396f, -0.58826f, 1.01791f, 0.00321f, -3.13828f, 1.13783f,
- -0.86514f, -0.08370f, -0.35267f, 0.37178f, -2.75818f, -6.59164f,
- -3.23005f, -1.53321f, 1.42684f, -4.39138f, 2.05253f, -0.02781f,
- -0.76007f, 0.92340f, -0.08111f, -1.23684f, 0.48422f, -0.40752f,
- 0.14077f, -1.72232f, -0.00208f, -1.30060f, -1.78436f, -0.05391f,
- -0.39061f, -0.63657f, 0.49918f, 0.20668f, -3.85847f, 0.93580f,
- 0.32614f, -0.14702f, 0.95100f, 0.19870f, -0.35641f, 0.24500f,
- -0.00832f, 0.11008f, -0.18393f, -0.20785f, 0.33332f, 0.24374f,
- -0.95761f, 0.33066f, -0.92643f, -4.62375f, -0.43035f, -0.96366f,
- 4.00974f, 2.11254f, -3.59420f, 0.85364f, -2.31614f, 0.05530f,
- 1.73165f, 2.48115f, -3.94476f, 3.64559f, -0.29305f, 3.76776f,
- 1.98696f, 3.68108f, 1.98553f, 1.41208f, -0.18020f, -2.48263f,
- 3.78622f, 1.55076f, 3.51036f, 3.33941f, 2.28655f, 1.00124f,
- -3.92312f, 3.89978f, 3.90257f, -2.99901f, -0.93003f, 1.65249f,
- -0.11631f, 1.11693f, 0.65334f, -2.34870f, 2.60394f, 2.17219f,
- -8.45155f, -0.55153f, -2.00431f, 2.48126f, 2.76832f, 2.62461f,
- -2.09580f, -2.12298f, 1.69051f, -2.57117f, -2.58804f, -0.19290f,
- 1.89817f, 4.08995f, -0.04311f, 5.18602f, 3.90296f, 3.64248f,
- 3.12903f, -2.37662f, -2.83318f, -2.91755f, -0.60725f, -3.46475f,
- -1.31273f, 3.65086f, 0.06778f, -0.43647f, -3.21793f },
+static const float av1_tx_type_nn_weights_4x4_layer1[32] = {
+ 0.79770f, 0.08520f, 0.23298f, 0.05285f, 0.87506f, -0.90784f, -0.06197f,
+ -1.00580f, 0.68639f, -0.34881f, 0.15366f, -1.64658f, 0.80755f, -0.26293f,
+ 0.10253f, -0.23915f, 1.14696f, -0.10928f, -1.61377f, 0.00863f, 0.98599f,
+ -0.43872f, 0.61196f, -0.03787f, 1.01060f, 0.17643f, -0.00208f, -0.15738f,
+ 0.06517f, 0.72885f, 0.24387f, 1.28535f,
};
-static const float av1_prune_tx_split_thresholds[6] = {
- /* BLOCK_4X8 */
- 1.00f,
- /* BLOCK_8X4 */
- 1.22f,
- /* BLOCK_8X8 */
- 1.26f,
- /* BLOCK_8X16 */
- 0.28f,
- /* BLOCK_16X8 */
- 0.52f,
- /* BLOCK_16X16 */
- 0.65f
+
+static const float av1_tx_type_nn_bias_4x4_layer1[4] = {
+ 1.23769f,
+ 1.40308f,
+ 0.09871f,
+ 1.82070f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_4x4 = {
+ 4, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 8,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_4x4_layer0,
+ av1_tx_type_nn_weights_4x4_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_4x4_layer0,
+ av1_tx_type_nn_bias_4x4_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 4x8 block.
+static const float av1_tx_type_nn_weights_4x8_hor_layer0[32] = {
+ 0.68355f, -0.06887f, 0.68525f, -0.86048f, -0.35906f, -0.28597f, -0.21108f,
+ 0.12591f, -1.13025f, -0.65695f, -0.25658f, 0.39155f, 0.89011f, 0.19258f,
+ 0.28316f, 0.61172f, 0.52587f, 0.99182f, 0.75704f, 0.66788f, -1.61814f,
+ -1.23483f, -0.62868f, -0.11902f, 0.33295f, 0.64796f, 0.92345f, -0.71821f,
+ 0.07575f, 0.34687f, 0.20518f, -0.87850f,
+};
+
+static const float av1_tx_type_nn_bias_4x8_hor_layer0[8] = {
+ 1.14049f, -0.18583f, 1.92114f, -0.72057f,
+ 1.32715f, 0.96713f, 1.09877f, -0.64345f,
+};
+
+static const float av1_tx_type_nn_weights_4x8_hor_layer1[32] = {
+ 0.71978f, 0.06896f, 1.48617f, 0.97124f, -0.02487f, -0.95359f, 0.68983f,
+ -0.16313f, 0.51324f, -0.33770f, 0.45938f, -1.08238f, 0.72938f, 0.42300f,
+ 0.85691f, -0.03783f, 1.12617f, -0.04034f, 0.36923f, 0.25638f, 1.10167f,
+ 0.41633f, 0.72602f, -0.14797f, 0.66888f, 0.11437f, -0.99797f, -0.20725f,
+ 1.01163f, 2.06308f, 1.23331f, -0.15481f,
+};
+
+static const float av1_tx_type_nn_bias_4x8_hor_layer1[4] = {
+ 2.14443f,
+ 1.98356f,
+ 0.74616f,
+ 2.58795f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_4x8_hor = {
+ 4, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 8,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_4x8_hor_layer0,
+ av1_tx_type_nn_weights_4x8_hor_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_4x8_hor_layer0,
+ av1_tx_type_nn_bias_4x8_hor_layer1,
+ },
+};
+
+static const float av1_tx_type_nn_weights_4x8_ver_layer0[128] = {
+ 0.88859f, 1.02796f, 1.15509f, 0.61719f, 0.85804f, 1.17581f, 0.93524f,
+ 0.06546f, 0.08018f, -0.78562f, -0.36614f, 0.14149f, -0.30069f, -0.52647f,
+ -0.82789f, 0.60527f, -1.74026f, -0.20271f, 0.09875f, 0.03708f, 0.09430f,
+ -0.24043f, -0.38433f, 1.21014f, 1.42443f, 0.69586f, 1.07812f, 1.21748f,
+ 1.10989f, 0.93122f, 1.04127f, 0.39424f, 0.95592f, 0.12904f, 0.46330f,
+ 0.49722f, 0.46303f, 0.36979f, 0.60227f, 0.39345f, -2.01632f, -0.05706f,
+ 0.07766f, -0.01271f, -0.16577f, -0.21957f, -0.14800f, 0.24898f, 0.27662f,
+ 0.42028f, 0.44748f, 1.14585f, 1.38805f, 0.46182f, -0.22982f, -0.07324f,
+ 0.29886f, -0.46959f, -0.04228f, -0.01064f, 0.24260f, -0.32282f, -0.23804f,
+ 1.44466f, -0.42190f, -0.36385f, 0.39746f, 0.38557f, -0.09624f, -0.21540f,
+ 0.57385f, -0.72878f, -0.39677f, -0.00717f, 0.60499f, 1.33849f, 1.05337f,
+ 1.11947f, 0.38487f, 0.86534f, -0.33970f, 0.71140f, 0.20772f, 0.61132f,
+ 0.06181f, -0.20027f, 0.13736f, -0.72321f, 0.64586f, -0.56740f, -0.90912f,
+ -0.20452f, 0.15381f, -0.84346f, 0.19550f, 0.63164f, 1.35441f, 0.63218f,
+ 0.82883f, 0.38803f, -0.23874f, -0.02962f, 0.23846f, -0.06822f, -0.40159f,
+ -0.17850f, -0.69524f, 1.12299f, -0.08286f, -0.14150f, -0.28456f, -0.41519f,
+ -0.12792f, -0.55286f, 0.51655f, 0.06636f, 0.73759f, 0.70072f, 0.12616f,
+ 0.31282f, 0.17130f, -1.34233f, 0.37221f, 0.95838f, 0.16286f, 1.04301f,
+ 0.73600f, -0.11233f,
+};
+
+static const float av1_tx_type_nn_bias_4x8_ver_layer0[16] = {
+ -0.89131f, 0.09124f, -0.71678f, -1.19929f, 0.98963f, 0.16896f,
+ -0.44943f, -0.97532f, -0.13997f, 1.07136f, -0.46362f, -0.45253f,
+ -0.63015f, -0.20008f, 1.24048f, -0.21265f,
+};
+
+static const float av1_tx_type_nn_weights_4x8_ver_layer1[64] = {
+ -0.79795f, 0.45973f, -0.54188f, -1.05095f, 0.64404f, -0.56470f, -0.57018f,
+ 0.61644f, 0.50229f, 1.14006f, 0.13805f, -0.42058f, -0.07468f, 0.66203f,
+ 0.93180f, -0.59662f, -0.25152f, 0.00336f, 1.09769f, -1.11921f, 0.15151f,
+ 0.58750f, -0.42480f, -0.95908f, -0.10980f, 1.31715f, 0.06665f, -0.52371f,
+ 0.37228f, -0.12364f, 0.54876f, -0.32698f, 0.39863f, -0.97669f, -1.06351f,
+ 1.82755f, 1.02851f, 0.10322f, -0.08322f, 0.08891f, -0.05715f, 0.93503f,
+ 0.02096f, -0.39506f, -0.99330f, -0.09407f, 0.75108f, -0.30104f, 1.78314f,
+ -0.01786f, -0.17392f, 0.00461f, 0.41394f, 0.92566f, 1.11251f, -0.71380f,
+ -0.04907f, 0.12736f, 0.00208f, 0.94451f, -0.31783f, -0.19655f, 0.64619f,
+ 0.50359f,
+};
+
+static const float av1_tx_type_nn_bias_4x8_ver_layer1[4] = {
+ 0.39274f,
+ 1.27276f,
+ 0.30322f,
+ 2.55238f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_4x8_ver = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_4x8_ver_layer0,
+ av1_tx_type_nn_weights_4x8_ver_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_4x8_ver_layer0,
+ av1_tx_type_nn_bias_4x8_ver_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 8x4 block.
+static const float av1_tx_type_nn_weights_8x4_hor_layer0[128] = {
+ 0.64828f, 0.61618f, 0.98975f, -0.14562f, 0.26957f, 1.80872f, 0.58299f,
+ -0.06917f, 0.00937f, -0.74073f, -0.66045f, -0.04576f, -0.39802f, -0.76960f,
+ -0.85166f, 0.88799f, -0.70694f, -0.34366f, -0.54906f, -0.39502f, -0.29465f,
+ -0.49650f, -0.32171f, 1.37181f, 1.30432f, 0.71843f, 1.01916f, 1.01582f,
+ 0.90999f, 0.86334f, 1.04603f, 0.40734f, 0.96187f, 0.53742f, 0.07510f,
+ 0.44167f, 0.02049f, -0.02874f, 0.97191f, 1.03647f, -2.62751f, -0.01390f,
+ -0.09282f, -0.02522f, -0.30849f, -0.19386f, -0.51356f, 0.52778f, 0.77191f,
+ 0.75416f, 0.69067f, 0.93561f, 1.35982f, 0.76193f, 0.57869f, 0.00251f,
+ -0.87244f, -0.26922f, -0.06682f, 0.07176f, 0.51142f, 0.58948f, 0.13914f,
+ 0.71165f, -0.40329f, -0.33201f, 0.35293f, 0.33437f, -0.01812f, -0.24765f,
+ 0.26810f, -0.77088f, 1.35707f, 0.22243f, 0.78402f, 0.66191f, 0.79890f,
+ 1.90669f, 0.73189f, 0.24222f, -0.34682f, 0.66990f, 0.19554f, 0.58414f,
+ 0.05060f, -0.21271f, 0.11656f, -0.74907f, 0.68837f, -0.39147f, -1.78263f,
+ -0.69918f, -0.06838f, -0.26927f, 0.38502f, 0.08305f, 1.29848f, 0.67328f,
+ 0.67269f, 0.65805f, -0.47778f, -1.02617f, 0.16523f, 0.12223f, -0.35294f,
+ -0.15866f, -0.56224f, 1.25895f, -0.21422f, -0.33518f, -0.33519f, -0.37414f,
+ 0.55122f, 0.14806f, 0.44312f, -0.07865f, 0.75295f, 0.10766f, 0.59922f,
+ 0.48837f, -0.19099f, -2.07991f, 0.35755f, 0.87813f, 0.07559f, 1.00724f,
+ 0.25223f, -0.06761f,
+};
+
+static const float av1_tx_type_nn_bias_8x4_hor_layer0[16] = {
+ -0.54227f, 0.08599f, -0.77447f, -1.10920f, 0.89298f, 0.05454f,
+ -0.73681f, 0.21048f, -0.41041f, 1.25690f, -0.60918f, 0.14661f,
+ -0.65392f, -0.25881f, 1.67995f, -0.03550f,
+};
+
+static const float av1_tx_type_nn_weights_8x4_hor_layer1[64] = {
+ -0.22312f, 0.73552f, 0.48399f, -0.66996f, 0.36527f, -0.42228f, -1.10793f,
+ 0.31167f, 0.16177f, 1.69315f, -0.06287f, -0.35804f, -0.24889f, 0.80824f,
+ 1.08952f, -0.62838f, 0.30066f, -0.19043f, -0.00518f, -1.31005f, 0.65797f,
+ 1.07714f, -0.24253f, 0.49779f, 0.05848f, 1.08914f, 0.08015f, -0.38853f,
+ 0.35108f, -0.11026f, 0.64528f, -0.37615f, 0.39995f, -0.58117f, -1.29627f,
+ 1.74169f, 0.75558f, -0.04910f, 0.35020f, 0.04556f, 0.12634f, 1.27223f,
+ 0.02608f, -0.19687f, -0.78649f, -0.22746f, 1.02589f, -0.28411f, 1.42443f,
+ -0.42115f, -0.21153f, -0.01733f, 0.62001f, 0.87167f, 1.66008f, -0.39179f,
+ -0.06293f, 0.27012f, 0.16871f, 0.64597f, 0.67358f, -0.20053f, 0.95830f,
+ 0.44232f,
+};
+
+static const float av1_tx_type_nn_bias_8x4_hor_layer1[4] = {
+ 0.14889f,
+ 1.74197f,
+ 0.53696f,
+ 2.87574f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_8x4_hor = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_8x4_hor_layer0,
+ av1_tx_type_nn_weights_8x4_hor_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_8x4_hor_layer0,
+ av1_tx_type_nn_bias_8x4_hor_layer1,
+ },
+};
+
+static const float av1_tx_type_nn_weights_8x4_ver_layer0[32] = {
+ 0.81919f, 0.15527f, 0.60055f, -0.54617f, -0.35510f, -0.28223f, -0.20478f,
+ 0.15001f, -1.84806f, -0.30274f, -0.00865f, 0.33939f, 1.11970f, 0.44630f,
+ 0.32074f, 0.39637f, 0.08149f, 1.28070f, 0.86703f, 0.76503f, -1.83991f,
+ -1.13575f, -0.68605f, -0.23690f, 0.07099f, 0.64960f, 0.82543f, -0.72028f,
+ 0.08220f, 0.34338f, 0.20245f, -0.88920f,
+};
+
+static const float av1_tx_type_nn_bias_8x4_ver_layer0[8] = {
+ 1.14995f, -0.16021f, 2.38325f, -0.65179f,
+ 1.09624f, 1.07662f, 0.63837f, -0.64847f,
+};
+
+static const float av1_tx_type_nn_weights_8x4_ver_layer1[32] = {
+ 0.10278f, 0.06819f, 1.73885f, 1.29889f, -0.18482f, -1.06132f, 0.67003f,
+ -0.23280f, 0.50181f, -0.33890f, 0.43524f, -1.03147f, 1.09640f, 0.66332f,
+ 0.47652f, -0.02251f, 0.94245f, -0.03861f, 0.84776f, 0.28377f, 0.92044f,
+ 0.23572f, 0.52082f, -0.16266f, 0.45290f, 0.11342f, -0.50310f, -0.92633f,
+ 1.46345f, 1.84714f, 1.06804f, -0.13610f,
+};
+
+static const float av1_tx_type_nn_bias_8x4_ver_layer1[4] = {
+ 2.41028f,
+ 1.95675f,
+ 0.82387f,
+ 2.41923f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_8x4_ver = {
+ 4, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 8,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_8x4_ver_layer0,
+ av1_tx_type_nn_weights_8x4_ver_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_8x4_ver_layer0,
+ av1_tx_type_nn_bias_8x4_ver_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 8x8 block.
+static const float av1_tx_type_nn_weights_8x8_layer0[128] = {
+ 0.98214f, 1.05643f, 0.91173f, 0.24165f, 0.39961f, 0.25736f, 0.68593f,
+ 0.10553f, 0.13353f, -0.49687f, -1.66413f, 1.16584f, 2.25147f, -0.72247f,
+ -2.65486f, -0.03628f, -1.47746f, -1.07644f, -1.25551f, -0.91260f, -1.26199f,
+ -1.06022f, -1.42138f, 1.10500f, 2.96552f, -0.40638f, 0.02258f, -0.23137f,
+ 0.34922f, -0.01454f, 0.41251f, 0.35944f, -1.56742f, 0.01406f, 0.88114f,
+ 1.42462f, 0.87243f, 0.02439f, 0.07035f, 0.34303f, -3.16843f, 0.25798f,
+ 0.07494f, 0.38926f, -0.12267f, 0.09049f, -0.36711f, 0.01551f, 1.41269f,
+ 1.33505f, 1.43627f, 1.41909f, 1.44605f, 1.43008f, 1.36721f, 0.19443f,
+ -0.08606f, 0.17285f, 0.63692f, 0.92092f, 0.61007f, 0.87100f, -0.33631f,
+ 1.98025f, -0.40686f, -0.33808f, 0.34919f, 0.33817f, -0.01807f, -0.25259f,
+ 0.26442f, -0.76979f, 1.07788f, -1.38747f, 1.34315f, 2.79947f, 2.02838f,
+ -0.25062f, 0.00174f, 1.25888f, 0.17344f, 0.20897f, 1.28765f, 1.95749f,
+ 1.62351f, 1.04556f, 0.43858f, 0.12463f, 1.66399f, 0.03971f, 0.36614f,
+ 0.56932f, 0.15982f, 0.11587f, 0.21402f, 1.89386f, -0.91267f, -0.79781f,
+ 1.79155f, 0.60147f, -0.90118f, -4.32718f, -0.58154f, -0.02181f, -0.40734f,
+ -0.11409f, -0.79470f, 0.69697f, -0.16588f, -0.16090f, -0.21236f, -0.52776f,
+ -0.64455f, 0.09173f, 0.80766f, 0.76097f, 0.20295f, -0.93467f, -0.43509f,
+ 0.59659f, 0.07788f, -3.79459f, 0.16268f, 0.47343f, 0.05106f, -0.24880f,
+ 1.18941f, 0.10346f,
+};
+
+static const float av1_tx_type_nn_bias_8x8_layer0[16] = {
+ 0.75780f, 0.25628f, 0.19911f, -0.41384f, 1.33909f, 0.31498f,
+ -1.37171f, -1.09561f, -0.44056f, 0.49001f, -0.65804f, -1.96031f,
+ 0.64806f, -0.52520f, 1.38838f, 0.15519f,
+};
+
+static const float av1_tx_type_nn_weights_8x8_layer1[64] = {
+ -0.63856f, -2.02670f, -0.92947f, 0.00216f, 1.47710f, -2.01099f, -2.11289f,
+ -0.92288f, 0.19296f, 1.37866f, -0.85975f, -0.78624f, -2.10392f, 0.13976f,
+ 1.06968f, -2.04120f, 0.57991f, -1.84941f, -0.81512f, -2.08254f, -0.47334f,
+ 0.12256f, -1.39594f, -1.02829f, 0.06134f, 2.25646f, -1.25196f, -2.65317f,
+ -1.94473f, 0.10989f, 0.55446f, -1.76557f, 0.33455f, -1.85556f, -3.01878f,
+ -0.25100f, 1.65520f, -1.61409f, 1.16336f, -1.15560f, 0.13631f, 1.50733f,
+ -1.07538f, -0.91200f, -1.93132f, 0.09271f, 0.24425f, -1.80655f, -0.01138f,
+ -1.36421f, -0.62970f, -0.84766f, -0.34714f, -0.50531f, 1.91005f, -1.60316f,
+ -0.02495f, 1.04938f, 0.28411f, -0.79809f, -1.48232f, 0.00766f, 0.94016f,
+ -1.11974f,
+};
+
+static const float av1_tx_type_nn_bias_8x8_layer1[4] = {
+ 0.53574f,
+ 1.57736f,
+ -0.13698f,
+ 2.64613f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_8x8 = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_8x8_layer0,
+ av1_tx_type_nn_weights_8x8_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_8x8_layer0,
+ av1_tx_type_nn_bias_8x8_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 8x16 block.
+static const float av1_tx_type_nn_weights_8x16_hor_layer0[128] = {
+ 1.36274f, 1.37313f, 1.26859f, 1.26459f, 1.37979f, 1.47217f, 1.29710f,
+ 0.15765f, 0.31552f, -0.05727f, 0.25562f, 0.47925f, -0.32913f, -0.55757f,
+ -0.98010f, 0.08568f, -0.62754f, 0.12834f, -0.03717f, 0.06286f, 0.26159f,
+ 0.26023f, -0.62605f, 1.34500f, 1.47720f, 0.47937f, 0.84793f, 0.87866f,
+ 0.81260f, 0.74761f, 0.84217f, 0.53321f, -0.78232f, 0.35321f, 0.41240f,
+ 0.45002f, 0.88973f, 0.51055f, 0.91115f, -0.45512f, -2.37418f, -0.25205f,
+ 0.05893f, -0.15685f, -0.25156f, -0.17104f, -0.12230f, 0.17802f, 0.18796f,
+ -0.05797f, 0.26484f, 1.23515f, 1.70393f, 0.46022f, -0.14354f, 0.08501f,
+ -0.84625f, -0.42578f, -0.29345f, -0.51797f, -0.56515f, -0.47465f, 0.23970f,
+ 1.59912f, -0.40332f, -0.33209f, 0.37274f, 0.36831f, -0.00248f, -0.24295f,
+ 0.29539f, -0.76136f, -0.22531f, 0.12371f, 0.37889f, 1.02639f, 1.73330f,
+ 1.09686f, 1.04111f, 0.69006f, -1.27157f, 0.94013f, 0.61621f, 0.62274f,
+ 0.48759f, 0.55672f, 0.62597f, -0.38846f, 1.72124f, 0.08214f, -0.06650f,
+ 0.32617f, 0.10958f, 0.24650f, 0.10740f, 1.16861f, 0.50701f, 0.45383f,
+ 0.90016f, -0.00695f, -0.11986f, -0.07834f, 0.20346f, 0.25863f, -0.40889f,
+ -0.11344f, -0.79108f, 0.76259f, -0.14562f, -0.15459f, -0.20954f, -0.51306f,
+ 0.02743f, -0.82456f, -0.00861f, -0.27274f, 0.28762f, 0.07282f, 0.26410f,
+ 0.53413f, -0.22208f, -0.85031f, -1.39129f, -0.74519f, 0.09771f, 0.80313f,
+ 1.07698f, 0.02531f,
+};
+
+static const float av1_tx_type_nn_bias_8x16_hor_layer0[16] = {
+ -1.30434f, -1.19259f, -0.43467f, -0.85386f, 0.96584f, 0.29276f,
+ -0.41990f, -0.96924f, -0.30933f, 0.95264f, -0.25330f, -1.19584f,
+ 1.46564f, -0.42959f, 1.55720f, 0.18479f,
+};
+
+static const float av1_tx_type_nn_weights_8x16_hor_layer1[64] = {
+ -1.72959f, -0.21670f, 0.10616f, -0.02006f, 0.15084f, -0.85303f, -0.27535f,
+ 0.58704f, 0.23683f, 1.19743f, 0.77971f, 0.49874f, 0.19508f, 0.19641f,
+ 1.47895f, -0.52173f, -0.56746f, -0.50761f, 0.15864f, -0.95168f, 0.48103f,
+ 0.91904f, -0.11700f, 0.62863f, 0.06526f, 1.63803f, -0.72325f, -1.80449f,
+ 0.66373f, 0.12831f, 0.27139f, -0.26346f, 1.50852f, 0.25079f, -0.54255f,
+ 1.78815f, 1.39691f, -0.44989f, -0.18511f, -1.52903f, 0.13983f, 1.06906f,
+ -0.30184f, 0.37566f, 0.46209f, 0.10440f, 0.64695f, -0.34002f, 1.96990f,
+ 0.21189f, -0.91248f, -0.11263f, 0.26708f, 1.27405f, 1.89776f, 0.02081f,
+ -0.06977f, -0.02584f, 0.47733f, 0.27117f, 1.33315f, -0.09175f, 0.48747f,
+ 1.16772f,
+};
+
+static const float av1_tx_type_nn_bias_8x16_hor_layer1[4] = {
+ 1.25783f,
+ 1.19452f,
+ 0.69964f,
+ 2.41982f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_8x16_hor = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_8x16_hor_layer0,
+ av1_tx_type_nn_weights_8x16_hor_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_8x16_hor_layer0,
+ av1_tx_type_nn_bias_8x16_hor_layer1,
+ },
+};
+
+static const float av1_tx_type_nn_weights_8x16_ver_layer0[128] = {
+ 0.90888f, 0.86305f, 0.81674f, 0.75352f, 1.07834f, 0.99048f, 0.96355f,
+ 0.13836f, -0.51334f, 0.19906f, 1.84608f, 0.67828f, 0.45876f, 0.08325f,
+ 0.28190f, -0.01958f, -1.96553f, 0.27837f, -0.05929f, 0.13491f, 0.21036f,
+ 0.05797f, -0.01373f, 0.73765f, 1.39603f, -0.53767f, 0.10362f, 0.03420f,
+ 0.41909f, 0.09510f, 0.32284f, 0.83860f, 0.13954f, 0.48434f, 1.47762f,
+ 0.45891f, 0.23613f, 0.13013f, 0.82097f, -0.03251f, -1.89757f, 0.21589f,
+ -0.10370f, 0.02530f, -0.25659f, 0.01466f, -0.23661f, 0.22783f, 0.92100f,
+ 1.02915f, 1.20358f, 1.17251f, 0.97749f, 1.04696f, 0.91333f, 0.54576f,
+ -0.52792f, 0.02217f, 0.25652f, 0.31405f, -0.18398f, 0.04572f, -0.81359f,
+ 1.82883f, -0.40047f, -0.33056f, 0.35255f, 0.34448f, -0.00339f, -0.23857f,
+ 0.28925f, -0.77175f, -0.24325f, -0.21420f, 1.11451f, 1.39553f, 0.51573f,
+ 0.05476f, 1.13791f, 0.94959f, -0.35710f, 0.67467f, 0.16722f, 0.61213f,
+ 0.07683f, -0.20613f, 0.13440f, -0.72131f, -0.15418f, -0.17688f, -0.16510f,
+ -0.19226f, 0.09270f, -2.43559f, -0.12669f, 0.05074f, 0.30414f, 0.00927f,
+ 0.60630f, 0.00801f, -1.07310f, -0.06227f, 2.10607f, 0.02382f, -0.39891f,
+ -0.09149f, -0.78596f, 0.83966f, -0.14802f, -0.14083f, -0.20831f, -0.55136f,
+ 0.08566f, -0.00647f, 0.07044f, 0.53408f, 0.85720f, -0.07393f, 0.24476f,
+ 0.43767f, 0.30519f, -1.89430f, 0.23252f, 1.63790f, 0.17316f, -0.03903f,
+ 0.25269f, 0.01562f,
+};
+
+static const float av1_tx_type_nn_bias_8x16_ver_layer0[16] = {
+ -0.83370f, -0.20704f, -0.60437f, -0.81664f, 1.16998f, 0.16745f,
+ -1.34680f, -1.07083f, -0.34649f, 0.65598f, -0.56278f, 0.22660f,
+ -0.25956f, -0.29608f, 1.24359f, -0.09167f,
+};
+
+static const float av1_tx_type_nn_weights_8x16_ver_layer1[64] = {
+ -0.71147f, -0.63964f, -0.69220f, 0.22326f, 0.67191f, -0.58894f, -0.98464f,
+ 0.23583f, 0.22824f, 1.39838f, 0.09920f, -0.59411f, -0.67101f, 0.19088f,
+ 0.83025f, -0.66991f, -0.42889f, -0.49969f, 1.39532f, -1.02000f, 0.62101f,
+ 0.57175f, -0.83226f, 0.01551f, 0.05604f, 1.23028f, 0.02030f, -0.55995f,
+ -0.42349f, 0.15375f, 0.52132f, -0.52421f, 0.89586f, -0.73778f, -0.10911f,
+ 0.22447f, 1.16858f, -0.48169f, 1.73890f, -0.69860f, 0.12504f, 1.10492f,
+ 0.04391f, -0.85670f, -0.49257f, 0.09616f, 0.76518f, -0.44854f, 1.50938f,
+ 0.62246f, -0.40366f, -0.11182f, -0.01680f, 0.59724f, 1.32170f, -1.09061f,
+ -0.04278f, -0.02449f, 0.25024f, 1.26239f, 0.42345f, -0.10031f, 0.80871f,
+ 0.44198f,
+};
+
+static const float av1_tx_type_nn_bias_8x16_ver_layer1[4] = {
+ 0.68329f,
+ 1.33555f,
+ 0.25943f,
+ 3.23439f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_8x16_ver = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_8x16_ver_layer0,
+ av1_tx_type_nn_weights_8x16_ver_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_8x16_ver_layer0,
+ av1_tx_type_nn_bias_8x16_ver_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 16x8 block.
+static const float av1_tx_type_nn_weights_16x8_hor_layer0[128] = {
+ 0.89821f, 0.90804f, 1.13052f, 0.74855f, 1.02053f, 0.91260f, 0.97102f,
+ 0.16808f, -0.19982f, -0.33296f, -0.22490f, -0.22481f, -0.09332f, -2.44338f,
+ -0.12236f, -0.03158f, -1.43561f, 0.07794f, 0.16586f, 0.09731f, 0.12967f,
+ 0.09725f, -0.16826f, 1.26640f, 0.88004f, 0.27312f, -0.07993f, 0.33640f,
+ 0.11732f, 0.33384f, 0.97066f, -0.61744f, -0.48545f, 0.44622f, 0.73744f,
+ 0.32262f, -0.05713f, 0.42280f, 1.10378f, 0.18540f, -2.07906f, 0.11443f,
+ 0.37877f, 0.24136f, -0.12524f, -0.12434f, 0.02116f, 0.11716f, 1.28267f,
+ 1.01508f, 1.26184f, 1.22545f, 1.29582f, 1.18855f, 1.27564f, 0.42001f,
+ -0.41481f, 0.06725f, -0.13133f, -0.24801f, 0.16515f, 0.16228f, 0.35197f,
+ 0.53610f, -0.39805f, -0.32584f, 0.40096f, 0.38621f, -0.00030f, -0.23434f,
+ 0.29149f, -0.76542f, 0.04996f, -0.30036f, 1.48687f, 0.90852f, -0.03083f,
+ -0.15953f, 1.19259f, 0.87690f, -1.08977f, 0.78757f, 0.81149f, 0.54089f,
+ 0.35400f, 0.37919f, 0.84997f, -0.20449f, 0.39601f, -0.37596f, 0.64748f,
+ 0.26021f, 0.37354f, 0.23593f, 0.16335f, 1.70681f, 0.31800f, -0.00964f,
+ 0.82687f, -0.78372f, -1.47438f, 0.32410f, 1.37436f, 0.07476f, -0.40574f,
+ -0.10353f, -0.79300f, 0.74381f, -0.15601f, -0.14380f, -0.20961f, -0.52697f,
+ 0.04669f, -0.00870f, 0.05624f, -0.09036f, 0.25701f, 0.30336f, 0.24199f,
+ 0.45579f, 0.66330f, -1.81834f, 0.74965f, 1.22747f, 0.25072f, 0.25100f,
+ 0.43289f, -0.00362f,
+};
+
+static const float av1_tx_type_nn_bias_16x8_hor_layer0[16] = {
+ -0.87643f, 0.36754f, -0.86409f, 1.37761f, 1.22688f, 0.09074f,
+ -1.47139f, -1.06100f, -0.24087f, 1.10382f, -0.32837f, -1.39592f,
+ -0.14741f, -0.43954f, 1.72137f, -0.21704f,
+};
+
+static const float av1_tx_type_nn_weights_16x8_hor_layer1[64] = {
+ -0.81860f, -0.80745f, -0.43612f, 0.58656f, 0.37455f, -0.56519f, -1.71536f,
+ 0.23278f, 0.23951f, 1.09610f, 0.49986f, 0.43375f, -0.53182f, 0.17376f,
+ 1.05626f, -0.61743f, -0.71777f, -0.66943f, 1.40091f, 0.34426f, 1.14295f,
+ 0.45571f, -0.52504f, -0.00303f, 0.06044f, 0.66119f, -0.60340f, -1.14344f,
+ -0.28045f, 0.12742f, 0.61484f, -0.41016f, 1.36102f, -0.86969f, -0.52728f,
+ 1.01725f, 0.67083f, -0.10138f, 1.36406f, 0.34066f, 0.12498f, 0.86595f,
+ -0.39636f, -0.27888f, -0.40244f, 0.09847f, 0.81178f, -0.45313f, 1.39127f,
+ 0.99865f, -0.57908f, 0.55072f, 0.49638f, 1.11524f, 1.85504f, -0.28316f,
+ -0.05195f, -0.23284f, 0.26461f, -1.28120f, 0.60707f, -0.06110f, 0.74085f,
+ 0.63304f,
+};
+
+static const float av1_tx_type_nn_bias_16x8_hor_layer1[4] = {
+ 0.71765f,
+ 1.40400f,
+ 0.32221f,
+ 3.07234f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_16x8_hor = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_16x8_hor_layer0,
+ av1_tx_type_nn_weights_16x8_hor_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_16x8_hor_layer0,
+ av1_tx_type_nn_bias_16x8_hor_layer1,
+ },
+};
+
+static const float av1_tx_type_nn_weights_16x8_ver_layer0[128] = {
+ 1.20497f, 1.23691f, 1.23738f, 1.07773f, 1.15264f, 1.31959f, 1.15365f,
+ 0.17179f, 0.68612f, 0.55636f, 0.57145f, 0.67022f, 0.19636f, -1.27420f,
+ -1.36428f, -0.16706f, -1.20934f, -0.87794f, -0.97146f, -0.74722f, -1.14493f,
+ -1.02689f, -0.88153f, 0.83857f, 1.53355f, 0.13601f, 0.35451f, 0.53750f,
+ 0.62381f, 0.32438f, 0.59405f, 0.33090f, -1.52948f, -0.46094f, 0.42634f,
+ 0.48763f, 0.30707f, 0.52553f, 0.71427f, -0.31287f, -2.37106f, -0.18756f,
+ 0.16561f, -0.00431f, -0.13747f, -0.09336f, -0.16511f, 0.13454f, 0.45010f,
+ -0.00317f, -0.06403f, 0.95442f, 1.59636f, 0.30602f, -0.05515f, 0.05467f,
+ -0.21758f, -0.19192f, -0.17935f, -0.00545f, 0.35409f, 0.26141f, -0.32174f,
+ 1.78129f, -0.40161f, -0.33158f, 0.38084f, 0.38081f, 0.01053f, -0.23567f,
+ 0.29239f, -0.76159f, -0.19373f, 0.13649f, 0.66949f, 1.19733f, 1.92557f,
+ 1.16691f, 0.94955f, 0.62324f, -0.85434f, -0.07699f, 0.87683f, 0.95911f,
+ 0.86106f, 0.57959f, 0.40146f, -0.35851f, 1.55427f, 0.15349f, -0.01582f,
+ 0.32517f, 0.03784f, 0.15916f, 0.09024f, 1.43187f, 0.56160f, 0.11521f,
+ 0.52476f, -0.26107f, -0.38167f, -0.31596f, 0.31304f, -0.65366f, -0.40680f,
+ -0.11082f, -0.78585f, 0.77906f, -0.13322f, -0.13747f, -0.21001f, -0.53204f,
+ -0.06752f, -0.84741f, -0.53442f, -0.16284f, 0.54027f, 0.13586f, -0.42001f,
+ 0.85388f, 0.08300f, -0.89325f, -1.73681f, -0.70473f, 0.23151f, 0.69549f,
+ 0.72124f, 0.12769f,
+};
+
+static const float av1_tx_type_nn_bias_16x8_ver_layer0[16] = {
+ -1.15644f, -0.31062f, 0.20697f, -0.60304f, -1.19498f, 0.21451f,
+ -0.42825f, -0.71800f, -0.25816f, 1.47408f, -0.24423f, -1.45773f,
+ -0.55834f, -0.36938f, 1.56759f, 0.07238f,
+};
+
+static const float av1_tx_type_nn_weights_16x8_ver_layer1[64] = {
+ -1.45227f, -0.67141f, 0.75237f, 0.32681f, -0.70528f, -0.76730f, -0.49777f,
+ 0.02418f, 0.25096f, 1.14840f, 0.23548f, 0.48755f, 0.33164f, 0.21050f,
+ 1.41651f, -0.28888f, -0.76668f, 0.04439f, 0.67538f, -1.06438f, 0.68128f,
+ 0.95824f, 0.08530f, -0.03635f, 0.06820f, 1.38621f, -0.50424f, -1.72992f,
+ -0.20949f, 0.13400f, 0.93366f, -0.05324f, 1.41593f, -0.75119f, -1.80912f,
+ 1.05440f, 0.62580f, -0.30867f, -0.07025f, -0.34654f, 0.13621f, 1.74426f,
+ -0.22417f, 0.47031f, -0.08142f, 0.10151f, 0.42498f, 0.06635f, 1.50623f,
+ 1.04130f, 0.85107f, 0.23382f, 0.69800f, 1.10856f, 1.18767f, -0.69395f,
+ -0.07985f, 0.50412f, 0.46019f, 0.49214f, 0.44219f, -0.09502f, 0.75745f,
+ 0.99208f,
+};
+
+static const float av1_tx_type_nn_bias_16x8_ver_layer1[4] = {
+ 0.68774f,
+ 0.88572f,
+ 0.77462f,
+ 3.05667f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_16x8_ver = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_16x8_ver_layer0,
+ av1_tx_type_nn_weights_16x8_ver_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_16x8_ver_layer0,
+ av1_tx_type_nn_bias_16x8_ver_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 16x16 block.
+static const float av1_tx_type_nn_weights_16x16_layer0[128] = {
+ 1.26592f, 1.36313f, 1.30956f, 1.29926f, 1.48816f, 1.68851f, 1.32000f,
+ 0.13321f, -0.22477f, -0.88906f, -0.19622f, 1.69605f, 1.22180f, -1.57771f,
+ -1.15765f, 0.05710f, -1.13355f, -0.85486f, -0.99971f, -0.91571f, -1.06031f,
+ -0.77952f, -1.15723f, 1.17809f, 1.35602f, -0.05243f, -0.37596f, 0.26108f,
+ 0.17611f, -0.10323f, 0.77279f, -0.48911f, -0.79308f, 0.55112f, 0.43918f,
+ 0.27872f, 0.28714f, 0.45830f, 1.05689f, 0.03705f, -2.49975f, -0.01940f,
+ 0.05709f, 0.07942f, -0.13290f, -0.10359f, 0.00143f, 0.37303f, 0.96470f,
+ 0.53293f, 1.14459f, 0.89185f, 0.43378f, 0.47764f, 0.90924f, 0.15279f,
+ -0.15361f, 0.02949f, 0.42240f, 0.68143f, 0.89588f, 0.73754f, 0.10974f,
+ 1.57755f, -0.39870f, -0.32914f, 0.35638f, 0.34991f, -0.00003f, -0.23373f,
+ 0.29630f, -0.76699f, -0.01356f, 0.04234f, 0.84253f, 1.92078f, 0.93160f,
+ 0.71993f, 0.71604f, 0.76455f, -1.59782f, 0.32332f, 1.11628f, 0.33062f,
+ -0.03728f, -0.05710f, 0.80447f, -0.14719f, 1.34658f, -0.05718f, 0.64015f,
+ 0.21926f, 0.41653f, 0.12720f, 0.54092f, 1.39411f, 1.81819f, -0.24513f,
+ 0.00955f, 0.38011f, -0.57787f, -0.41759f, 0.68834f, -0.31783f, -0.40607f,
+ -0.10107f, -0.79374f, 0.75599f, -0.16282f, -0.14490f, -0.20783f, -0.55019f,
+ -0.13793f, -0.22293f, 0.18305f, 0.12445f, 0.56830f, 0.24567f, 0.09278f,
+ 0.70803f, 0.35803f, -1.52676f, -0.89624f, 0.77665f, 0.19877f, 0.77175f,
+ 0.50355f, 0.08592f,
+};
+
+static const float av1_tx_type_nn_bias_16x16_layer0[16] = {
+ -1.31834f, 0.14346f, -0.10062f, 0.84489f, 0.95617f, -0.06720f,
+ -0.68502f, -0.91442f, -0.31932f, 0.25276f, -0.15138f, -1.57661f,
+ -0.14062f, -0.42120f, 0.94573f, -0.09287f,
+};
+
+static const float av1_tx_type_nn_weights_16x16_layer1[64] = {
+ -1.80333f, -1.06353f, 0.55139f, 0.74644f, 0.13747f, -0.93018f, -0.10286f,
+ 0.67133f, 0.24460f, 1.44583f, 0.02173f, 0.26037f, -0.73687f, 0.19566f,
+ 0.61846f, -0.58601f, -1.03196f, -0.74415f, 0.30041f, -0.41967f, 1.08740f,
+ 0.96224f, -0.59139f, 0.03813f, 0.05403f, 1.33427f, -0.54375f, -1.92181f,
+ 0.54704f, 0.13608f, 0.22151f, -0.38076f, 1.18390f, -0.77508f, -1.84283f,
+ 1.00894f, 0.62318f, -0.15296f, 1.27600f, 0.22822f, 0.12751f, 0.93910f,
+ -0.28502f, 0.53912f, -0.96889f, 0.10182f, 0.81508f, -0.43028f, 2.67386f,
+ 0.52204f, 0.49820f, -0.41711f, 1.05038f, 1.12192f, 0.74349f, -0.75417f,
+ -0.03718f, -0.35769f, 0.89651f, 0.63236f, 0.54215f, -0.07894f, 0.48274f,
+ 1.08829f,
+};
+
+static const float av1_tx_type_nn_bias_16x16_layer1[4] = {
+ 0.81986f,
+ 1.26865f,
+ 0.11118f,
+ 2.48404f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_16x16 = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_16x16_layer0,
+ av1_tx_type_nn_weights_16x16_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_16x16_layer0,
+ av1_tx_type_nn_bias_16x16_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 16x32 block.
+static const float av1_tx_type_nn_weights_16x32_hor_layer0[128] = {
+ 0.89821f, 0.90804f, 1.13052f, 0.74855f, 1.02053f, 0.91260f, 0.97102f,
+ 0.16808f, -0.19982f, -0.33296f, -0.22490f, -0.22481f, -0.09332f, -2.44338f,
+ -0.12236f, -0.03158f, -1.43561f, 0.07794f, 0.16586f, 0.09731f, 0.12967f,
+ 0.09725f, -0.16826f, 1.26640f, 0.88004f, 0.27312f, -0.07993f, 0.33640f,
+ 0.11732f, 0.33384f, 0.97066f, -0.61744f, -0.48545f, 0.44622f, 0.73744f,
+ 0.32262f, -0.05713f, 0.42280f, 1.10378f, 0.18540f, -2.07906f, 0.11443f,
+ 0.37877f, 0.24136f, -0.12524f, -0.12434f, 0.02116f, 0.11716f, 1.28267f,
+ 1.01508f, 1.26184f, 1.22545f, 1.29582f, 1.18855f, 1.27564f, 0.42001f,
+ -0.41481f, 0.06725f, -0.13133f, -0.24801f, 0.16515f, 0.16228f, 0.35197f,
+ 0.53610f, -0.39805f, -0.32584f, 0.40096f, 0.38621f, -0.00030f, -0.23434f,
+ 0.29149f, -0.76542f, 0.04996f, -0.30036f, 1.48687f, 0.90852f, -0.03083f,
+ -0.15953f, 1.19259f, 0.87690f, -1.08977f, 0.78757f, 0.81149f, 0.54089f,
+ 0.35400f, 0.37919f, 0.84997f, -0.20449f, 0.39601f, -0.37596f, 0.64748f,
+ 0.26021f, 0.37354f, 0.23593f, 0.16335f, 1.70681f, 0.31800f, -0.00964f,
+ 0.82687f, -0.78372f, -1.47438f, 0.32410f, 1.37436f, 0.07476f, -0.40574f,
+ -0.10353f, -0.79300f, 0.74381f, -0.15601f, -0.14380f, -0.20961f, -0.52697f,
+ 0.04669f, -0.00870f, 0.05624f, -0.09036f, 0.25701f, 0.30336f, 0.24199f,
+ 0.45579f, 0.66330f, -1.81834f, 0.74965f, 1.22747f, 0.25072f, 0.25100f,
+ 0.43289f, -0.00362f,
+};
+
+static const float av1_tx_type_nn_bias_16x32_hor_layer0[16] = {
+ -0.87643f, 0.36754f, -0.86409f, 1.37761f, 1.22688f, 0.09074f,
+ -1.47139f, -1.06100f, -0.24087f, 1.10382f, -0.32837f, -1.39592f,
+ -0.14741f, -0.43954f, 1.72137f, -0.21704f,
+};
+
+static const float av1_tx_type_nn_weights_16x32_hor_layer1[64] = {
+ -0.81860f, -0.80745f, -0.43612f, 0.58656f, 0.37455f, -0.56519f, -1.71536f,
+ 0.23278f, 0.23951f, 1.09610f, 0.49986f, 0.43375f, -0.53182f, 0.17376f,
+ 1.05626f, -0.61743f, -0.71777f, -0.66943f, 1.40091f, 0.34426f, 1.14295f,
+ 0.45571f, -0.52504f, -0.00303f, 0.06044f, 0.66119f, -0.60340f, -1.14344f,
+ -0.28045f, 0.12742f, 0.61484f, -0.41016f, 1.36102f, -0.86969f, -0.52728f,
+ 1.01725f, 0.67083f, -0.10138f, 1.36406f, 0.34066f, 0.12498f, 0.86595f,
+ -0.39636f, -0.27888f, -0.40244f, 0.09847f, 0.81178f, -0.45313f, 1.39127f,
+ 0.99865f, -0.57908f, 0.55072f, 0.49638f, 1.11524f, 1.85504f, -0.28316f,
+ -0.05195f, -0.23284f, 0.26461f, -1.28120f, 0.60707f, -0.06110f, 0.74085f,
+ 0.63304f,
+};
+
+static const float av1_tx_type_nn_bias_16x32_hor_layer1[4] = {
+ 0.71765f,
+ 1.40400f,
+ 0.32221f,
+ 3.07234f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_16x32_hor = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_16x32_hor_layer0,
+ av1_tx_type_nn_weights_16x32_hor_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_16x32_hor_layer0,
+ av1_tx_type_nn_bias_16x32_hor_layer1,
+ },
+};
+
+static const float av1_tx_type_nn_weights_16x32_ver_layer0[512] = {
+ -0.01219f, 0.51494f, 0.25450f, 0.45788f, -0.87277f, 0.32954f, -0.04851f,
+ -0.24321f, -0.40000f, 0.21915f, 0.14108f, 0.98268f, 0.18989f, 0.54298f,
+ 0.36349f, 0.38931f, 1.08124f, 0.87199f, 1.03553f, 1.14777f, 1.04254f,
+ 1.11336f, 0.92198f, 0.84715f, 1.89363f, 1.21587f, 0.72377f, 1.25097f,
+ 0.84231f, 0.95529f, 1.12346f, 0.19113f, -0.04559f, 0.56859f, 0.59747f,
+ 0.60176f, 0.82465f, 0.59009f, 0.67240f, 1.58674f, -0.92951f, -0.23449f,
+ 0.11923f, -0.19151f, -0.15914f, 0.03146f, -0.16541f, 0.17181f, -0.21834f,
+ 0.21906f, 0.96708f, 0.36085f, -0.42380f, -2.25681f, -0.48812f, 0.72875f,
+ 0.06585f, 0.18818f, -0.02109f, -0.10996f, 0.00187f, -0.02078f, 0.04484f,
+ -0.07171f, 0.94773f, -0.33466f, 0.28484f, 0.14791f, 0.30274f, 0.13377f,
+ 0.40970f, 0.45133f, 1.69265f, -0.36422f, -0.15889f, 0.07670f, 0.44675f,
+ -0.28665f, -0.07097f, 1.03803f, -0.83274f, -0.24571f, 0.08039f, -0.23790f,
+ -0.23276f, -0.28031f, 0.26451f, -0.18513f, -2.23336f, -0.62073f, 0.32495f,
+ -0.67644f, -0.08559f, -0.36382f, -0.24515f, -0.01899f, 0.09012f, 0.19723f,
+ 0.04017f, 0.31624f, 0.58369f, 0.30411f, -0.81165f, -2.58541f, -0.20491f,
+ 0.68089f, -0.14799f, 0.13925f, 0.12867f, 0.15229f, 0.06887f, -0.03784f,
+ 0.02288f, -0.28712f, 0.14107f, 0.29485f, -0.11662f, 0.25239f, 0.30311f,
+ -0.07377f, -0.10962f, 0.59856f, 0.47967f, 0.01847f, -0.27889f, 0.46786f,
+ 0.18118f, 0.09355f, -2.10076f, 0.38823f, 0.28202f, 0.29104f, 0.86977f,
+ 0.52377f, 0.21161f, 0.72888f, -0.00952f, 0.15982f, -0.14651f, 0.28763f,
+ -0.14155f, 0.00093f, 0.08351f, 0.34685f, -0.22066f, 0.20378f, 0.25416f,
+ 0.03423f, -0.11068f, -0.41612f, 0.56913f, -0.06697f, -0.12585f, -0.21033f,
+ -0.14513f, -0.04477f, -0.35778f, 0.03437f, 0.06956f, -0.25356f, -1.46010f,
+ -0.08142f, 0.11926f, -0.63551f, -0.13882f, 0.34164f, 0.10821f, 1.07323f,
+ -0.62435f, -0.27116f, 0.25971f, 0.11952f, -0.39480f, -0.05474f, -0.12582f,
+ 0.28289f, 0.13723f, 0.58369f, 0.41865f, 0.28574f, 1.01357f, 0.46661f,
+ 0.61717f, 0.85708f, -0.03930f, -0.38013f, -0.33888f, -0.20561f, -0.19087f,
+ -0.01041f, 0.12119f, -0.20786f, 0.55915f, 0.67511f, 0.55554f, 0.56540f,
+ 0.76647f, 0.54766f, 0.45166f, 0.61384f, 0.95407f, -0.06811f, -0.62132f,
+ 0.12713f, 0.63713f, 2.04090f, 1.17054f, 0.00469f, -0.93692f, -0.24136f,
+ -0.04281f, -0.15787f, 0.37956f, -0.09174f, -0.72494f, 0.55285f, -1.40996f,
+ -0.54077f, 0.38445f, -0.08258f, 0.64259f, -0.54058f, -0.49865f, 1.41371f,
+ 0.89014f, 0.78788f, 0.37919f, 0.87447f, -0.00760f, -0.00947f, 0.16323f,
+ -0.36632f, -1.38115f, -0.24619f, 0.40490f, -0.08871f, -0.25365f, -0.60842f,
+ 0.11128f, 0.18658f, -0.86001f, -0.28271f, 0.39572f, -0.29930f, -0.10110f,
+ 0.33706f, 0.21731f, 0.15383f, -0.01707f, 0.02812f, 0.31192f, 0.39742f,
+ 0.38260f, -0.48263f, 0.57385f, 0.53239f, -0.60013f, -0.63211f, -0.45140f,
+ -0.73520f, -0.95260f, -0.70633f, -0.96190f, 0.01747f, -0.05195f, -0.07138f,
+ -1.09535f, -0.63548f, -1.55700f, -0.35721f, -0.18923f, 0.77568f, 0.09419f,
+ 0.36919f, -0.32761f, -0.06597f, -0.38988f, -0.43674f, -0.24284f, 0.36906f,
+ 0.28414f, 0.19273f, -0.68516f, 0.09514f, -0.45381f, 0.19917f, -0.32377f,
+ 1.32549f, 0.08244f, -0.64405f, 0.13195f, 2.85307f, 0.47631f, -0.33408f,
+ 0.04168f, 0.18585f, -0.18029f, 0.07986f, -0.08816f, -0.00703f, -0.01515f,
+ -0.13164f, 0.00571f, 0.05676f, 1.51425f, 0.73360f, 0.43486f, -0.08223f,
+ -0.06183f, -0.57098f, -0.29948f, 0.05945f, 0.19238f, -0.47980f, -0.35902f,
+ -0.19931f, 0.43443f, 0.67436f, 0.78573f, 0.25703f, 1.01863f, 0.99047f,
+ 0.95228f, 1.02429f, 1.19264f, 0.29935f, -0.26583f, -0.98749f, -0.46167f,
+ -0.29727f, -0.10515f, -0.39790f, -0.59321f, -0.61925f, -0.95452f, 0.04292f,
+ -0.48273f, -0.91195f, -0.45971f, -0.46355f, -0.88319f, -0.51712f, -0.47682f,
+ -0.86110f, -0.59178f, -0.57163f, -0.94946f, 0.19627f, -0.18699f, 0.11037f,
+ 1.39110f, 0.05715f, 3.00762f, 1.52243f, 0.25028f, 0.12779f, -0.12871f,
+ 0.04764f, 0.08288f, -0.16572f, -0.06580f, 0.05845f, -0.01474f, 0.04886f,
+ -0.10000f, 0.12911f, -0.01416f, -0.12472f, 0.14358f, 0.16554f, 0.08853f,
+ 0.13418f, -0.05408f, -0.13871f, -0.00049f, 0.20725f, -0.05603f, 0.27885f,
+ -0.14277f, 0.29653f, -0.24739f, 0.10101f, -0.17068f, -2.43802f, 0.41834f,
+ 0.49784f, 0.34949f, 0.98487f, 0.16792f, 1.07355f, 0.32546f, 1.32377f,
+ -0.08584f, 0.85214f, -0.05721f, 0.90307f, 0.20167f, 0.52664f, -0.14478f,
+ 0.64997f, 0.06846f, 0.32475f, 0.64453f, 0.70143f, -0.03091f, -0.24958f,
+ -0.39021f, -0.57693f, -0.18319f, 0.11793f, -0.05948f, 0.36670f, -0.27932f,
+ 0.14800f, -0.55459f, -0.89673f, 0.65922f, 0.54308f, -0.16731f, -0.59731f,
+ -0.20705f, -0.18183f, -0.05645f, -0.06829f, -0.40210f, -0.27955f, 0.28054f,
+ 0.57665f, 0.14171f, 0.54693f, -0.22144f, -0.59664f, 0.13295f, 0.07057f,
+ -0.19698f, 0.03328f, -0.09687f, -0.32390f, -0.11506f, -0.40406f, -0.11473f,
+ 0.10399f, -0.29824f, 0.16028f, 0.00053f, 0.22699f, 0.04203f, -0.43880f,
+ -0.12654f, 0.12172f, 0.21087f, -0.46350f, -0.22081f, -0.06173f, -0.23287f,
+ 0.90314f, 0.04466f, -0.06149f, 0.32682f, 0.16609f, -0.58991f, -0.03786f,
+ -0.41329f, 0.02632f, 0.23411f, 0.25344f, 0.16468f, 0.31007f, 0.21845f,
+ 0.32462f, 0.33945f, 0.11527f, -0.35926f, -0.18584f, 0.29340f, 0.78199f,
+ 2.39287f, 0.53838f, -1.55085f, 0.02238f, -0.26153f, -0.42498f, -0.02460f,
+ 0.19261f, -0.10870f, -0.08453f, -0.39561f, 0.08600f, 0.36310f, 0.58439f,
+ -0.59526f, 0.13104f, -0.06703f, -0.17529f, -0.41431f, -0.23121f, -0.32394f,
+ -0.33324f, -0.21405f, -0.41702f, -0.29236f, -0.31766f, -0.33512f, -0.22679f,
+ -0.13680f, -0.00118f, -1.81744f, -2.34798f, -1.08048f, -0.29883f, -0.29123f,
+ -0.01752f,
+};
+
+static const float av1_tx_type_nn_bias_16x32_ver_layer0[32] = {
+ 1.02458f, -1.02185f, -0.18978f, 0.05981f, -0.94931f, 0.34544f, 0.04415f,
+ -0.60036f, -0.11368f, -0.14154f, 1.23438f, 0.51640f, -0.57587f, -0.91380f,
+ 0.95720f, 0.68298f, -0.06353f, -2.14960f, -0.11080f, 0.79380f, -0.94199f,
+ 0.43040f, 0.01358f, 0.07201f, -0.49689f, -0.14839f, -0.80132f, -0.13925f,
+ -0.11834f, -0.24998f, -0.33976f, 0.35497f,
+};
+
+static const float av1_tx_type_nn_weights_16x32_ver_layer1[128] = {
+ 0.87367f, -1.06469f, -0.50829f, -0.70540f, 1.14596f, -1.12346f, -0.94467f,
+ 0.01380f, -0.18911f, 0.07961f, -0.18626f, 0.61902f, -0.64423f, 1.21545f,
+ 1.01149f, 0.26309f, 1.50380f, 1.93940f, -0.64064f, 1.03987f, -1.88000f,
+ -0.44574f, -1.53303f, 1.36307f, 1.00292f, 0.37031f, 0.21594f, 0.16758f,
+ 0.02592f, -0.77431f, -0.31797f, -1.53826f, 1.14013f, -1.21957f, 0.04571f,
+ -0.22168f, 0.32299f, 0.25949f, -0.13306f, 0.17850f, 0.92494f, 0.19999f,
+ 0.07494f, -0.03362f, -0.53453f, 1.02970f, -0.22947f, 0.73964f, 1.08445f,
+ 0.16855f, -0.02686f, 0.25254f, 0.05952f, 0.02194f, 0.05649f, 0.39195f,
+ 0.14139f, 0.53843f, -0.06959f, -0.06993f, -0.14151f, -0.53147f, 0.17481f,
+ -1.21977f, 0.62932f, 1.07173f, 0.24049f, -0.51574f, 0.97492f, -0.28169f,
+ -0.15406f, -0.05441f, -0.25415f, 0.16583f, 0.43674f, -0.00593f, -0.09277f,
+ 0.61402f, 1.35562f, -0.03926f, 0.18967f, -0.29548f, -0.55509f, 0.23661f,
+ 0.05023f, 0.36226f, -0.83314f, 0.39357f, 0.19943f, -0.63431f, -0.03847f,
+ 0.12213f, 0.62024f, -0.11704f, -0.22483f, 0.96624f, 0.18518f, 0.09181f,
+ -0.63068f, 0.66797f, 0.74107f, 0.40624f, 0.70636f, -0.06921f, 0.34175f,
+ -0.15513f, 2.07844f, 0.22126f, 0.52919f, 0.26793f, -0.50018f, 1.10549f,
+ 0.10970f, 0.05831f, 0.82842f, -1.22975f, 1.78377f, 0.92679f, 2.01480f,
+ -1.19011f, -0.53381f, 0.38533f, 0.45579f, -0.10683f, -0.40828f, 0.31398f,
+ 0.14978f, 0.91325f,
+};
+
+static const float av1_tx_type_nn_bias_16x32_ver_layer1[4] = {
+ 1.03659f,
+ 1.80249f,
+ 1.25710f,
+ 1.32000f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_16x32_ver = {
+ 16, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 32,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_16x32_ver_layer0,
+ av1_tx_type_nn_weights_16x32_ver_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_16x32_ver_layer0,
+ av1_tx_type_nn_bias_16x32_ver_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx type model for 32x16 block.
+static const float av1_tx_type_nn_weights_32x16_hor_layer0[512] = {
+ -0.07289f, 0.30798f, 0.41881f, 0.33434f, -0.01599f, 0.85307f, -0.16060f,
+ -0.07922f, -0.04693f, 0.29186f, 0.44117f, 1.02417f, 0.12447f, 0.46321f,
+ 0.40060f, 0.50140f, 0.48338f, 0.47298f, 0.36585f, 0.42821f, 0.41289f,
+ 0.47534f, 0.42900f, 0.26061f, 0.45887f, 0.38163f, 0.17302f, 1.00888f,
+ 1.79910f, 1.36140f, 0.24471f, 0.04557f, 1.10823f, 0.74325f, 0.91210f,
+ 0.81387f, 0.98865f, -0.09874f, 0.55146f, 0.19385f, -0.50752f, -0.17249f,
+ 0.27261f, -0.02763f, -0.03286f, 0.09122f, 0.07015f, 0.20012f, 0.68983f,
+ -1.25345f, -0.00145f, 0.71567f, 0.54948f, -0.56154f, -0.28918f, 0.11997f,
+ -0.09907f, 0.09195f, 0.05768f, 0.15558f, 0.11284f, -0.35195f, -0.08723f,
+ -0.03571f, 0.94031f, 0.63737f, 0.98202f, 0.93826f, 0.87126f, 0.88530f,
+ 0.97697f, 0.55283f, 0.58670f, 0.86502f, 0.97008f, 0.99709f, 0.66214f,
+ 0.96660f, 0.99890f, 0.31945f, -1.00301f, 0.13215f, -0.03950f, 0.21148f,
+ 0.05128f, 0.10955f, 0.44839f, -0.33438f, -2.09773f, 0.13908f, 0.58669f,
+ 0.25268f, -0.24006f, 0.01286f, -0.05732f, 0.03401f, -0.06896f, 0.35397f,
+ 0.05133f, -0.21449f, -0.38437f, -0.32326f, -0.38731f, -0.44419f, 0.25968f,
+ -0.29422f, -0.12553f, -0.08896f, -0.16400f, -0.22309f, 0.21380f, -0.26912f,
+ 0.06866f, -0.25694f, 0.17632f, 0.32032f, -0.10666f, 0.26278f, 0.31877f,
+ -0.09338f, -0.14289f, 0.54232f, 0.46070f, 0.00059f, -0.27914f, 0.45177f,
+ 0.16274f, -0.08811f, -0.45791f, 0.53946f, -0.16794f, 0.16229f, 0.11840f,
+ -0.24435f, 0.26894f, -0.33180f, -0.47314f, 0.34061f, -0.13939f, 0.13321f,
+ -0.05208f, -0.18139f, -0.35234f, 1.37298f, -0.19360f, 0.21728f, 0.26088f,
+ 0.04045f, -0.10763f, -0.40470f, 0.50026f, -0.06726f, -0.12871f, -0.20963f,
+ -0.14583f, -0.04711f, -0.35988f, 0.03091f, 0.06491f, -0.31668f, -0.52190f,
+ 0.23397f, -0.13984f, -0.15207f, -0.49977f, 0.51205f, 0.12559f, -0.03631f,
+ 0.33447f, -0.36684f, 0.17533f, 0.15671f, -0.00096f, 0.06817f, 0.20922f,
+ 0.34006f, 0.71260f, 0.45024f, 0.53033f, 0.15645f, 0.76019f, 0.56870f,
+ 0.83066f, 0.63022f, 1.74436f, -0.24798f, 0.06795f, -0.00749f, 0.17795f,
+ 0.10371f, 0.06527f, 0.41054f, 0.49003f, 0.34630f, 0.02615f, 0.30320f,
+ -0.47133f, -0.49584f, 0.21775f, 0.27530f, -0.29977f, -0.64269f, 0.52627f,
+ -0.02492f, 0.08077f, 0.40786f, -0.36015f, -0.70714f, -1.98185f, -0.28187f,
+ 0.35018f, -0.06105f, -0.12710f, 0.06606f, -0.27805f, 0.44630f, -0.84731f,
+ -0.26699f, 0.25856f, 0.06194f, -0.18674f, -0.11560f, -0.43277f, 1.10579f,
+ 0.95876f, 0.17415f, 0.56386f, 0.68426f, 0.50180f, 0.24844f, 0.12347f,
+ 0.15281f, -0.19089f, 0.52279f, 0.41860f, -0.05270f, -0.17029f, -0.03542f,
+ 0.10621f, -0.25088f, 0.24070f, -0.08951f, 0.29950f, -0.36720f, 0.02151f,
+ 0.20129f, -0.70066f, -0.23144f, -0.20070f, -0.39262f, -0.01597f, -0.05591f,
+ 0.23814f, -0.25991f, 0.05812f, 0.60554f, -0.06106f, -0.58326f, 0.28762f,
+ -0.18747f, 0.08232f, -0.04243f, -0.03293f, 0.14722f, -0.13017f, -0.67263f,
+ 0.38698f, -0.18207f, -0.11496f, -0.27976f, -0.55345f, 1.42872f, 0.04684f,
+ 0.04214f, 0.00030f, 0.02410f, 0.19966f, -0.04246f, 0.00442f, 0.23121f,
+ 0.13364f, 0.21548f, -0.12748f, -0.14066f, -0.28354f, 0.59937f, -0.27553f,
+ 1.57503f, -0.01050f, -0.17724f, 0.44110f, -0.80334f, 0.72064f, 1.00501f,
+ -0.72638f, 0.02774f, 0.48540f, -0.72016f, -0.27721f, 0.31559f, 0.07322f,
+ 0.20279f, -0.19647f, 0.02352f, 0.12662f, 0.19743f, 0.30543f, 0.25712f,
+ 0.44702f, 0.16417f, 0.17888f, -2.58469f, 0.20555f, 0.57782f, -0.10892f,
+ 0.14527f, 0.82251f, 0.04200f, 0.44626f, 0.10818f, 0.71204f, 0.62903f,
+ 0.69178f, 0.73603f, 0.52717f, 0.83020f, 0.48824f, 1.03270f, -0.00152f,
+ 0.07958f, 0.24181f, -0.78839f, -0.74214f, -0.72998f, -1.58694f, 0.17735f,
+ 0.56318f, 0.32580f, -0.58503f, -0.33673f, -0.00838f, 0.48924f, 0.43362f,
+ 0.12750f, 0.00295f, 0.38624f, 0.17037f, 0.00729f, -0.26256f, -0.41669f,
+ 0.36847f, 0.22424f, 1.33334f, 0.18112f, 0.37682f, 0.49173f, -0.45240f,
+ -0.04857f, -0.35038f, -0.83099f, -0.01988f, 0.03497f, 0.38033f, 0.13685f,
+ 0.17597f, 0.28668f, 0.31193f, -0.43281f, 0.43267f, -0.50495f, 0.01969f,
+ 0.14131f, -0.09326f, -0.39425f, -0.62048f, -0.09119f, -0.28306f, -0.52671f,
+ -0.38584f, -0.10953f, 0.19669f, 0.34540f, -0.49941f, 0.04605f, -0.43535f,
+ 0.27519f, 0.03659f, -0.31961f, 0.13330f, 0.87009f, 0.20101f, -0.70392f,
+ -0.27883f, 0.33874f, -0.34308f, 0.67760f, 0.88195f, 0.55752f, -0.26563f,
+ 0.17875f, 0.06964f, 0.87607f, 1.47616f, 0.46747f, -0.56408f, -0.39352f,
+ -0.16427f, -0.41185f, 0.14187f, 0.19265f, -0.58613f, 0.56345f, -0.17729f,
+ -0.11320f, 0.08752f, -0.01329f, 1.20981f, 0.45170f, -0.20571f, -0.01150f,
+ 0.26476f, 0.13508f, 0.22020f, -0.42684f, -0.22499f, -1.51212f, 0.86648f,
+ 0.21776f, 0.24666f, 0.71339f, 0.42742f, -0.00952f, 0.14762f, 0.07693f,
+ -0.19599f, 0.03075f, -0.09703f, -0.32483f, -0.11616f, -0.40461f, -0.11693f,
+ 0.10038f, -0.30038f, 0.14686f, 0.00548f, 0.20350f, 0.00763f, -0.43756f,
+ -0.01997f, 0.00902f, 0.07470f, -0.41441f, -0.20605f, 0.07626f, -0.34973f,
+ 0.47455f, -0.15251f, -0.05325f, 0.04964f, 0.32477f, -0.54604f, 0.25273f,
+ -0.18461f, -0.30841f, 0.64908f, 0.60752f, 0.64148f, 0.72788f, 0.71232f,
+ 0.58597f, 0.73017f, 0.58857f, 0.71908f, 0.59860f, 0.61849f, 0.99398f,
+ 0.39572f, -0.36165f, -1.88646f, 0.14384f, -0.60541f, -0.21380f, -0.55498f,
+ -0.50960f, -0.08801f, 0.51892f, 0.19126f, 0.57879f, 1.19447f, 0.25673f,
+ -0.21631f, -0.43562f, -0.27497f, -0.02206f, -0.56169f, 0.58952f, -0.60983f,
+ -0.64088f, -0.69087f, -0.56261f, -0.74089f, -0.65063f, -0.66978f, -0.60836f,
+ -0.92770f, -0.77182f, -1.61031f, -0.70007f, -0.68402f, -0.42242f, -0.66722f,
+ -0.14533f,
+};
+
+static const float av1_tx_type_nn_bias_32x16_hor_layer0[32] = {
+ 1.53781f, -0.49320f, -0.31646f, 0.02826f, -1.05554f, 0.06559f, -0.12399f,
+ -0.61671f, -0.28956f, -0.15419f, 0.87189f, -0.43375f, -1.08477f, -0.66006f,
+ 0.36233f, 0.82678f, -0.92342f, -1.47101f, -0.02937f, -0.16497f, -0.75457f,
+ 0.50173f, -0.07560f, 0.71598f, 1.50795f, -0.04745f, -0.14008f, -0.18510f,
+ -0.14988f, -0.67044f, 0.79659f, 0.70610f,
+};
+
+static const float av1_tx_type_nn_weights_32x16_hor_layer1[128] = {
+ 0.84983f, -0.62530f, -0.82600f, -0.52563f, -0.11942f, -0.50279f, -0.13425f,
+ -0.02850f, 0.50767f, 0.10252f, 0.24540f, 0.67748f, -0.43483f, -0.22242f,
+ 0.23431f, 0.57287f, 0.69560f, 1.13814f, -0.47427f, -0.55858f, -1.47072f,
+ 0.26587f, -0.36335f, 0.83060f, 1.01645f, -0.52895f, -0.11614f, 0.17390f,
+ -0.13664f, -0.83098f, -0.07985f, -1.36820f, 0.47759f, -0.55612f, 0.46852f,
+ 0.07406f, -0.80467f, 0.23059f, 0.09992f, -0.06164f, 0.13541f, 0.06135f,
+ 0.83605f, -0.53224f, -0.13867f, 0.93838f, -0.61290f, 0.27732f, -0.46688f,
+ -0.41810f, 0.12885f, 0.13619f, -0.24612f, 0.07215f, 0.98866f, 0.10993f,
+ 1.05799f, -0.27146f, -0.00079f, -0.08585f, 0.08322f, -0.33809f, 0.67598f,
+ -1.06515f, 1.28866f, 0.61028f, -0.31704f, -0.59905f, 1.62151f, 0.10969f,
+ 0.20671f, -0.17818f, 0.14170f, 0.19322f, 0.30602f, 0.93111f, 0.19011f,
+ -0.45609f, 0.82506f, 0.32936f, -0.07858f, -0.27106f, -0.31638f, 0.23299f,
+ 0.81491f, 0.32584f, -0.52093f, -0.32472f, 0.53643f, -0.42605f, 0.01641f,
+ 0.09002f, 0.15832f, -0.08790f, 0.05511f, 1.00730f, 0.46309f, 0.68166f,
+ -0.18835f, 0.64512f, -1.00540f, 0.86802f, 0.18981f, -0.06982f, -0.24514f,
+ -0.08027f, 0.61199f, -0.20830f, 0.72001f, 0.17477f, 0.06511f, 0.00801f,
+ -0.43590f, 0.37257f, 0.70323f, 0.60233f, 1.62541f, 0.74383f, -0.22254f,
+ -0.33892f, 0.22881f, 0.62817f, 0.68915f, -0.06417f, 0.00969f, 1.65869f,
+ 0.89060f, 0.75948f,
+};
+
+static const float av1_tx_type_nn_bias_32x16_hor_layer1[4] = {
+ 0.95359f,
+ 1.56043f,
+ 1.06017f,
+ 2.54520f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_32x16_hor = {
+ 16, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 32,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_32x16_hor_layer0,
+ av1_tx_type_nn_weights_32x16_hor_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_32x16_hor_layer0,
+ av1_tx_type_nn_bias_32x16_hor_layer1,
+ },
+};
+
+static const float av1_tx_type_nn_weights_32x16_ver_layer0[128] = {
+ 1.30219f, 1.30548f, 1.33334f, 1.20560f, 1.01572f, 1.38100f, 1.37504f,
+ 0.12599f, -0.96957f, 0.19400f, 0.75734f, 0.11295f, -0.40447f, -1.53062f,
+ -0.82980f, 0.02168f, -1.11289f, -0.66861f, -0.83663f, -0.91455f, -0.78618f,
+ -0.87176f, -1.10711f, 0.71207f, 1.49689f, -0.12715f, 0.29357f, 0.35234f,
+ 0.61016f, 0.80708f, 0.83564f, 1.05961f, -0.99842f, 0.82004f, 0.02638f,
+ 0.44606f, 0.32298f, 0.21321f, 0.47290f, -0.71442f, -2.81050f, -0.02520f,
+ -0.08919f, 0.00369f, -0.05257f, -0.07011f, -0.16394f, 0.06290f, 0.80086f,
+ 0.32349f, 0.47411f, 1.36126f, 1.68162f, 0.91325f, -0.27495f, 0.00262f,
+ 0.06025f, 0.42832f, 0.36965f, 0.38063f, 0.32772f, 0.40914f, 0.44510f,
+ 3.02239f, -1.84077f, 0.49536f, -0.27340f, -0.10437f, -0.34293f, -0.08047f,
+ -0.29651f, -0.97111f, -0.34187f, 0.52869f, 1.27240f, 1.20306f, 1.19121f,
+ 1.28742f, 0.26393f, -0.62319f, 0.92285f, -0.08303f, -0.33118f, -0.13053f,
+ 0.24875f, -0.52089f, 0.44691f, -1.08908f, 1.20921f, 0.36538f, -0.46792f,
+ -0.18855f, -0.13443f, -0.28472f, -0.10353f, 0.06911f, 0.68519f, 0.08228f,
+ -0.49027f, -0.34381f, 0.04719f, -0.33298f, 0.72525f, 0.09538f, -0.29216f,
+ -0.07260f, -0.55827f, 0.54542f, -0.10144f, -0.09292f, -0.14427f, -0.38361f,
+ -0.41559f, 0.75338f, -0.04530f, 0.27944f, 0.06932f, -0.11537f, 0.29568f,
+ 1.92155f, -0.98996f, -0.08841f, 0.49386f, 0.15947f, 0.53290f, 1.46747f,
+ 0.59360f, 0.25468f,
+};
+
+static const float av1_tx_type_nn_bias_32x16_ver_layer0[16] = {
+ -1.19673f, 0.33043f, 0.24408f, 0.46221f, 2.00646f, 0.19031f,
+ -0.64944f, -0.43452f, 1.04400f, 1.47371f, 0.52460f, -1.39577f,
+ 0.83852f, -0.25536f, 1.33200f, -0.24444f,
+};
+
+static const float av1_tx_type_nn_weights_32x16_ver_layer1[64] = {
+ -1.31447f, -0.86455f, 0.85217f, 1.00048f, 0.37395f, -1.35713f, -0.54032f,
+ 0.82803f, 0.89606f, 1.57696f, 0.68067f, 0.42512f, -0.26250f, 0.14621f,
+ 0.93249f, -0.77690f, -0.93652f, -0.44488f, 0.68360f, -0.88178f, 1.89111f,
+ 0.67700f, -0.29310f, 0.91604f, -1.21881f, 1.11188f, 0.45045f, -0.86119f,
+ -0.09294f, 0.09360f, 0.80794f, 0.41027f, 1.80399f, -0.50362f, -1.44689f,
+ 0.85148f, 0.90707f, -0.18458f, 0.14165f, 1.17367f, 0.70869f, 1.57147f,
+ 0.24692f, 0.16626f, 0.56794f, 0.07313f, 0.14728f, -0.74296f, 1.74127f,
+ 1.26560f, 0.17753f, 1.10194f, 0.56435f, 1.73779f, 1.42841f, -1.16773f,
+ 0.24584f, 0.10813f, -0.60187f, 0.79802f, 0.75229f, -0.06112f, 1.77282f,
+ 1.01058f,
+};
+
+static const float av1_tx_type_nn_bias_32x16_ver_layer1[4] = {
+ 0.83082f,
+ 2.03845f,
+ 0.59627f,
+ 2.31341f,
+};
+
+static const NN_CONFIG av1_tx_type_nnconfig_32x16_ver = {
+ 8, // num_inputs
+ 4, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_type_nn_weights_32x16_ver_layer0,
+ av1_tx_type_nn_weights_32x16_ver_layer1,
+ },
+ {
+ av1_tx_type_nn_bias_32x16_ver_layer0,
+ av1_tx_type_nn_bias_32x16_ver_layer1,
+ },
+};
+/******************************************************************************/
+
+// Map tx_size to its corresponding neural net model for tx type prediction.
+static const NN_CONFIG *av1_tx_type_nnconfig_map_hor[] = {
+ &av1_tx_type_nnconfig_4x4, // 4x4
+ &av1_tx_type_nnconfig_8x8, // 8x8
+ &av1_tx_type_nnconfig_16x16, // 16x16
+ NULL, // 32x32
+ NULL, // 64x64
+ &av1_tx_type_nnconfig_4x8_hor, // 4x8
+ &av1_tx_type_nnconfig_8x4_hor, // 8x4
+ &av1_tx_type_nnconfig_8x16_hor, // 8x16
+ &av1_tx_type_nnconfig_16x8_hor, // 16x8
+ &av1_tx_type_nnconfig_16x32_hor, // 16x32
+ &av1_tx_type_nnconfig_32x16_hor, // 32x16
+ NULL, // 32x64
+ NULL, // 64x32
+ NULL, // 4x16
+ NULL, // 16x4
+ NULL, // 8x32
+ NULL, // 32x8
+ NULL, // 16x64
+ NULL, // 64x16
+};
+
+static const NN_CONFIG *av1_tx_type_nnconfig_map_ver[] = {
+ &av1_tx_type_nnconfig_4x4, // 4x4 transform
+ &av1_tx_type_nnconfig_8x8, // 8x8 transform
+ &av1_tx_type_nnconfig_16x16, // 16x16 transform
+ NULL, // 32x32 transform
+ NULL, // 64x64 transform
+ &av1_tx_type_nnconfig_4x8_ver, // 4x8 transform
+ &av1_tx_type_nnconfig_8x4_ver, // 8x4 transform
+ &av1_tx_type_nnconfig_8x16_ver, // 8x16 transform
+ &av1_tx_type_nnconfig_16x8_ver, // 16x8 transform
+ &av1_tx_type_nnconfig_16x32_ver, // 16x32 transform
+ &av1_tx_type_nnconfig_32x16_ver, // 32x16 transform
+ NULL, // 32x64 transform
+ NULL, // 64x32 transform
+ NULL, // 4x16 transform
+ NULL, // 16x4 transform
+ NULL, // 8x32 transform
+ NULL, // 32x8 transform
+ NULL, // 16x64 transform
+ NULL, // 64x16 transform
+};
+
+// Tx split model for 4x8 block.
+static const float av1_tx_split_nn_weights_4x8_layer0[48] = {
+ 0.32030f, 1.52126f, 1.14809f, -2.14866f, -0.08888f, -0.22737f, -1.38105f,
+ -0.51040f, 2.51004f, 2.17404f, -0.55634f, 1.41842f, -0.49649f, -0.44879f,
+ 2.68777f, -4.22827f, -0.60068f, 0.41569f, -0.00639f, -0.26465f, 3.59964f,
+ 1.05503f, 1.67338f, 1.21009f, -1.94552f, -0.24265f, 1.44033f, -0.73353f,
+ -0.07009f, 0.94179f, 0.04023f, 1.07040f, 0.51453f, -1.04236f, -0.25694f,
+ -0.26323f, 0.82425f, 1.56855f, 1.22929f, -0.63590f, -0.14229f, -1.23524f,
+ -0.06514f, -0.55427f, 0.21009f, 0.56361f, -1.39779f, 1.36076f,
+};
+
+static const float av1_tx_split_nn_bias_4x8_layer0[16] = {
+ 0.09111f, 1.17656f, 0.24083f, -2.68367f, -1.22950f, 0.62489f,
+ -2.89232f, -0.78764f, 0.47787f, -1.39686f, -0.17512f, -0.27895f,
+ 1.50220f, 0.00000f, -0.06392f, -0.41602f,
+};
+
+static const float av1_tx_split_nn_weights_4x8_layer1[16] = {
+ 0.80551f, -1.81964f, 1.81584f, -3.88831f, 2.06815f, -3.70215f,
+ 3.83453f, -1.55123f, -1.94259f, 1.34788f, -0.13279f, -0.79214f,
+ 0.71301f, -0.19471f, -0.07253f, -1.05497f,
+};
+
+static const float av1_tx_split_nn_bias_4x8_layer1[1] = {
+ -1.23037f,
+};
+
+static const NN_CONFIG av1_tx_split_nnconfig_4x8 = {
+ 3, // num_inputs
+ 1, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_split_nn_weights_4x8_layer0,
+ av1_tx_split_nn_weights_4x8_layer1,
+ },
+ {
+ av1_tx_split_nn_bias_4x8_layer0,
+ av1_tx_split_nn_bias_4x8_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx split model for 8x4 block.
+static const float av1_tx_split_nn_weights_8x4_layer0[48] = {
+ -0.34959f, 3.09285f, 0.78709f, -2.43502f, -0.10261f, -0.07371f, 0.36992f,
+ -0.07637f, 0.28320f, 2.25698f, 0.49487f, -0.43731f, 0.72762f, -0.16534f,
+ 0.32642f, -4.77212f, 0.38547f, -0.17502f, 0.03277f, 2.37985f, 0.66447f,
+ -1.19182f, 3.21549f, -0.15916f, -3.76120f, -0.06682f, -0.45622f, 0.22224f,
+ 0.40141f, 0.57949f, 0.45262f, 3.64971f, -0.22332f, 0.21022f, 1.54482f,
+ 0.46679f, 1.03831f, -0.15273f, 0.33478f, -0.63590f, -0.14229f, -1.23524f,
+ -1.57408f, -0.26338f, 1.56286f, 0.53111f, -0.71675f, 1.38037f,
+};
+
+static const float av1_tx_split_nn_bias_8x4_layer0[16] = {
+ 1.60338f, 1.28888f, 0.14721f, -1.97339f, 0.20711f, 0.24843f,
+ -0.38865f, -2.29281f, 1.20972f, 0.08247f, -3.16498f, -1.06884f,
+ 0.36580f, 0.00000f, -0.99106f, -1.15329f,
+};
+
+static const float av1_tx_split_nn_weights_8x4_layer1[16] = {
+ 1.38434f, -1.83397f, -0.32715f, -3.67003f, -0.66115f, -4.61855f,
+ -1.39752f, 3.10370f, -1.25350f, 0.00505f, 3.51122f, 1.39872f,
+ -1.11827f, -0.19471f, 2.31759f, 2.11014f,
+};
+
+static const float av1_tx_split_nn_bias_8x4_layer1[1] = {
+ -0.26996f,
+};
+
+static const NN_CONFIG av1_tx_split_nnconfig_8x4 = {
+ 3, // num_inputs
+ 1, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_split_nn_weights_8x4_layer0,
+ av1_tx_split_nn_weights_8x4_layer1,
+ },
+ {
+ av1_tx_split_nn_bias_8x4_layer0,
+ av1_tx_split_nn_bias_8x4_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx split model for 8x8 block.
+static const float av1_tx_split_nn_weights_8x8_layer0[80] = {
+ -2.47727f, 2.02291f, 0.50872f, 0.08612f, -0.50731f, -4.17997f, -4.99049f,
+ -0.10378f, -0.13314f, 1.84303f, 0.16978f, 0.22674f, 0.04579f, -1.73010f,
+ -0.74034f, -0.41242f, 0.03099f, -0.36317f, 2.96804f, 1.73384f, -0.51191f,
+ 0.08936f, -0.11552f, 2.05849f, 2.38921f, -1.71574f, 3.84163f, 0.03147f,
+ 0.06774f, -0.22495f, 0.00158f, -0.14033f, 0.86344f, 1.18282f, 1.29665f,
+ -0.15054f, -0.06339f, -4.68035f, 0.39699f, 0.33972f, -3.02441f, 0.09658f,
+ 1.55562f, 0.41954f, 0.15387f, -1.50455f, 1.38531f, 0.95743f, 0.54309f,
+ 1.42863f, 2.17137f, 2.80152f, -0.12118f, -0.28639f, -1.39431f, -0.13291f,
+ -0.53808f, -3.61837f, -0.11427f, -0.16585f, 2.27990f, 2.36602f, 2.05427f,
+ 0.13960f, 0.01552f, 0.01583f, 0.09690f, 0.02183f, 3.66735f, -0.66999f,
+ -0.11664f, -0.53856f, -0.05054f, -0.80409f, 2.83509f, -0.10204f, -0.11378f,
+ 0.04303f, -0.46864f, 4.37163f,
+};
+
+static const float av1_tx_split_nn_bias_8x8_layer0[16] = {
+ 0.67772f, -1.06375f, 0.29005f, -3.82750f, -2.63534f, -0.25700f,
+ -1.10611f, -0.27371f, -0.01970f, -0.13272f, 1.52793f, 0.87452f,
+ -1.83178f, -2.67459f, -1.27264f, -3.56434f,
+};
+
+static const float av1_tx_split_nn_weights_8x8_layer1[16] = {
+ 1.42888f, -6.86701f, -1.98023f, 3.81828f, 1.40864f, -2.24906f,
+ 1.64376f, -3.70196f, -2.11058f, 1.24140f, 1.69127f, -2.04217f,
+ -3.04680f, 3.25083f, 1.31881f, 4.21563f,
+};
+
+static const float av1_tx_split_nn_bias_8x8_layer1[1] = {
+ -3.58924f,
+};
+
+static const NN_CONFIG av1_tx_split_nnconfig_8x8 = {
+ 5, // num_inputs
+ 1, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 16,
+ }, // num_hidden_nodes
+ {
+ av1_tx_split_nn_weights_8x8_layer0,
+ av1_tx_split_nn_weights_8x8_layer1,
+ },
+ {
+ av1_tx_split_nn_bias_8x8_layer0,
+ av1_tx_split_nn_bias_8x8_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx split model for 8x16 block.
+static const float av1_tx_split_nn_weights_8x16_layer0[288] = {
+ -0.21895f, -0.45677f, 2.41986f, 0.45214f, -2.74380f, -1.00732f, 0.19281f,
+ -0.07835f, -0.07427f, 0.11533f, -0.05784f, 0.41050f, 0.45777f, 0.21196f,
+ 0.28456f, 0.04115f, -0.28650f, 5.25257f, -0.21835f, -0.10548f, 0.32348f,
+ 0.33489f, -0.06561f, 0.35372f, -0.64700f, -2.71813f, 2.06582f, 1.63493f,
+ 0.65080f, 1.59359f, 1.62042f, -1.55604f, -0.68386f, 0.37781f, -0.47955f,
+ -0.60442f, 1.29428f, 0.08807f, 1.47488f, 2.21390f, -1.24883f, -1.30805f,
+ 0.11024f, 0.61822f, 0.72328f, -0.70267f, 0.06369f, 0.02753f, 0.23815f,
+ 0.00898f, 0.37615f, -0.09525f, -0.35903f, -0.64775f, 1.67392f, 1.30467f,
+ 1.15131f, 1.25024f, -1.69001f, -2.22747f, -0.64590f, -0.76387f, 0.19835f,
+ 0.13566f, -0.32447f, 0.19677f, 0.37378f, -0.15793f, 0.28234f, 0.41214f,
+ -0.33675f, -0.20085f, -2.42429f, -0.36136f, -1.28244f, -1.00030f, 0.24530f,
+ -0.21880f, 0.20256f, -1.16030f, 1.37917f, -0.18824f, 0.08422f, -0.26584f,
+ -0.28225f, -0.23964f, -0.93862f, 0.68627f, -0.26600f, 1.45596f, -0.01694f,
+ 0.25936f, 0.16832f, 0.01620f, -0.82569f, 0.17832f, 0.17576f, 0.03032f,
+ 0.25926f, -0.21567f, 0.23966f, 0.40671f, 0.98998f, 0.87764f, 0.53139f,
+ -0.19729f, -1.50531f, 1.18424f, 1.90402f, 1.55604f, 2.83617f, 3.64986f,
+ 0.08722f, -0.19534f, -0.15563f, 0.11337f, 1.03154f, -0.36714f, -0.71317f,
+ -0.07648f, -0.17883f, -0.34857f, -0.20126f, -0.57790f, 0.03437f, -0.25365f,
+ -0.68480f, 0.64985f, 1.99386f, 1.96729f, 0.37909f, 0.57962f, -0.31531f,
+ 0.72729f, -1.33276f, 1.55848f, 1.81548f, 2.32462f, 3.00107f, 0.77959f,
+ 0.31942f, 0.21177f, -0.36679f, 1.65274f, 0.55873f, 0.02198f, 0.01957f,
+ -0.40375f, 0.16472f, -0.29589f, 0.23933f, -0.66861f, -0.29314f, -0.12607f,
+ 0.52150f, -0.12359f, 0.52967f, -0.26430f, -0.22729f, 0.31530f, 0.30190f,
+ -0.23286f, -0.32586f, -0.37164f, 1.02935f, 1.35490f, 0.77903f, 0.67302f,
+ -0.33572f, -0.42498f, -1.27007f, -0.22194f, 0.48687f, 1.52368f, 0.79515f,
+ 0.46112f, 0.75748f, 0.73060f, 1.12397f, -1.63125f, 1.11975f, 1.75004f,
+ 0.96453f, 2.78651f, 1.41828f, -0.19729f, 1.06517f, 0.00775f, -0.01563f,
+ 1.09465f, 0.32625f, 0.02543f, 0.18515f, -0.15120f, 0.31746f, 0.21150f,
+ 0.57086f, -0.72082f, -0.90390f, 0.16707f, -1.20865f, 0.18383f, -2.11851f,
+ 0.67133f, -0.91545f, 0.72087f, -0.29690f, -0.46287f, -0.27711f, 0.41903f,
+ 0.30798f, 0.26662f, 0.36932f, -0.38146f, -0.89384f, 3.66687f, -0.37066f,
+ 0.36173f, -0.27265f, -0.63719f, 0.07813f, 1.17721f, -0.05952f, -0.59288f,
+ -0.42216f, 0.25272f, 0.17027f, 0.50658f, 0.55377f, -0.09560f, -0.45030f,
+ -0.37908f, -0.78157f, -0.10020f, 1.93944f, 2.06165f, -0.43706f, 0.32571f,
+ -1.60805f, -2.79799f, -0.37784f, -0.45904f, -0.77015f, -0.73018f, -0.01716f,
+ -0.65036f, -0.27082f, -1.08450f, -0.38493f, -0.04057f, -1.12733f, -0.50366f,
+ -0.68167f, -0.36223f, -1.24596f, -0.59888f, -0.78964f, 1.43948f, -0.44269f,
+ 0.57606f, -0.99366f, 0.12273f, 0.16581f, 0.33016f, 0.07351f, 0.45060f,
+ 0.15524f, -0.23562f, -2.65111f, 1.62168f, -0.48448f, -0.36170f, -0.10941f,
+ 0.35546f, -0.01819f, -0.14075f, -0.39136f, -0.51852f, 0.79623f, -0.85423f,
+ -0.10289f, 0.22549f, -0.02515f, -0.21602f, 0.18202f, -0.00953f, -0.60522f,
+ -0.00193f,
+};
+
+static const float av1_tx_split_nn_bias_8x16_layer0[32] = {
+ 0.28200f, -4.80451f, 0.89210f, -0.57028f, -0.28017f, -0.29095f, -0.47640f,
+ -0.65244f, -0.15689f, 0.75246f, 0.46751f, -2.15775f, -1.32624f, 0.00000f,
+ -0.91779f, -1.24749f, -1.02625f, 0.31726f, -1.04629f, 1.28548f, -1.10129f,
+ 1.53092f, -0.04115f, -2.17324f, -0.22625f, -0.63461f, -0.51780f, 1.29639f,
+ 1.11356f, 0.74084f, -1.01941f, -0.21135f,
+};
+
+static const float av1_tx_split_nn_weights_8x16_layer1[32] = {
+ -2.47039f, 6.28151f, 2.51358f, 2.96845f, 2.26827f, -0.17043f, -3.09551f,
+ -0.50127f, -2.41836f, -1.09834f, -0.04842f, 2.39667f, -3.85959f, -0.13768f,
+ 1.85736f, 3.77770f, -0.28978f, 0.06029f, 2.14492f, 1.80605f, -2.72664f,
+ 0.18844f, 1.77425f, 1.68660f, 0.94666f, -0.22735f, 3.40241f, 1.61752f,
+ -1.65457f, -2.26556f, 1.59808f, -0.18132f,
+};
+
+static const float av1_tx_split_nn_bias_8x16_layer1[1] = {
+ -3.72500f,
+};
+
+static const NN_CONFIG av1_tx_split_nnconfig_8x16 = {
+ 9, // num_inputs
+ 1, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 32,
+ }, // num_hidden_nodes
+ {
+ av1_tx_split_nn_weights_8x16_layer0,
+ av1_tx_split_nn_weights_8x16_layer1,
+ },
+ {
+ av1_tx_split_nn_bias_8x16_layer0,
+ av1_tx_split_nn_bias_8x16_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx split model for 16x8 block.
+static const float av1_tx_split_nn_weights_16x8_layer0[288] = {
+ -0.30988f, 0.89705f, 0.69177f, 0.00918f, -0.44076f, 0.78649f, 0.39568f,
+ 0.01386f, -1.07152f, -0.35747f, 0.01617f, -0.13793f, -0.41617f, 0.02432f,
+ -0.32516f, -0.63565f, -1.15714f, 0.52089f, -0.04905f, 0.19824f, -0.05926f,
+ 0.24904f, 0.24725f, 0.02826f, -0.11965f, -0.49540f, -0.20747f, 0.03385f,
+ -0.55323f, 0.18648f, 0.42333f, -2.10646f, -2.63984f, 0.53993f, -1.25692f,
+ -0.24025f, 0.21869f, 0.34874f, 0.49216f, 0.55550f, -0.02608f, -0.12440f,
+ 0.05494f, 0.11575f, 0.67594f, -0.68384f, 0.03205f, 0.00527f, 0.20160f,
+ 0.13460f, 0.48271f, -0.15768f, -0.22797f, -0.66164f, -1.78311f, 1.23068f,
+ 0.54538f, -2.14877f, 0.50704f, 1.56410f, 1.36285f, -1.12270f, 0.24664f,
+ 1.29689f, -0.19484f, 0.39357f, 1.29248f, -0.43890f, -0.81965f, 1.52669f,
+ -0.60373f, 0.29783f, -0.05030f, 0.73567f, -2.03703f, -0.72944f, 0.43790f,
+ 0.63765f, -1.25707f, 0.63311f, 0.58912f, -1.84147f, -1.45550f, -1.63134f,
+ -1.36352f, -1.88211f, -2.18492f, 2.27752f, 0.01232f, 0.44153f, -0.49621f,
+ 0.26048f, 0.10140f, 0.34128f, -0.46378f, -0.16409f, 0.53591f, -0.52306f,
+ 1.66744f, -0.30028f, -0.20330f, -0.61887f, 0.34184f, 0.88228f, 1.41874f,
+ -0.64436f, 0.08548f, 1.31631f, -0.97002f, -0.41801f, 2.31711f, -0.47594f,
+ -1.03458f, -0.70169f, 2.10790f, 3.56833f, 0.09159f, -0.36714f, -0.71317f,
+ -0.07648f, -0.17883f, -0.34857f, -0.20126f, -0.57790f, 0.03437f, -0.25365f,
+ -1.86669f, -1.49512f, 0.94400f, -0.49523f, -1.87793f, -1.49879f, 3.72050f,
+ 0.79153f, 0.18599f, 2.19499f, 3.04410f, 0.14638f, -0.07565f, 1.97951f,
+ 2.21436f, -0.02186f, 0.57101f, 0.12945f, 0.56481f, 0.10461f, 0.03206f,
+ -0.39151f, 0.08036f, -0.29681f, 0.39939f, -0.29424f, -0.25672f, -0.80800f,
+ 0.53524f, -0.14737f, 0.35326f, -0.45341f, 0.15798f, 0.73941f, 0.98842f,
+ 0.28433f, 0.12557f, -0.01606f, 0.79575f, 0.26909f, 0.69944f, 0.97837f,
+ -0.22409f, -0.25213f, 0.61629f, -0.36658f, -0.49956f, 0.30223f, 0.08560f,
+ -0.63470f, 0.38509f, 0.13281f, -0.10986f, 2.73076f, 1.11713f, 1.60360f,
+ 0.38607f, 0.18618f, 2.96707f, 4.08094f, -0.36882f, 0.86829f, 0.32123f,
+ 1.98524f, -0.12393f, -1.19741f, -0.96718f, -0.34738f, 0.54278f, 0.75701f,
+ -0.33370f, -0.99329f, 0.11300f, 1.62503f, -0.79704f, 0.87669f, -0.59378f,
+ 0.91501f, -1.99499f, -0.41999f, -0.52788f, -0.21153f, -0.01666f, -0.79854f,
+ 0.62634f, 0.80216f, 0.54574f, -1.56125f, 0.21361f, 1.70929f, -0.27834f,
+ 0.27556f, -0.23068f, -0.73371f, 0.09880f, 0.75057f, 0.01522f, -0.64572f,
+ -0.49848f, 0.22367f, 0.22051f, 0.72267f, 0.74977f, -0.05481f, -0.39457f,
+ -0.42857f, -0.69357f, -0.25760f, 0.52356f, 0.54430f, -0.17991f, -0.67622f,
+ -0.25359f, -0.24338f, -0.06314f, -0.32888f, -0.64012f, -0.11035f, -2.97207f,
+ -1.29626f, -0.18367f, 0.19849f, -3.41530f, -1.36378f, -0.26733f, 0.35637f,
+ -0.16403f, 0.57318f, 0.46560f, 0.20525f, 0.00714f, 0.39762f, 0.82244f,
+ 4.00631f, -0.18352f, 0.77005f, 3.44857f, -1.51708f, -0.84663f, -0.42995f,
+ -0.05492f, -0.16470f, 0.11422f, 0.41940f, -0.96526f, -2.14667f, 3.28552f,
+ 0.36121f, -1.16834f, -0.83050f, 0.81684f, 0.22692f, 1.01164f, -1.63012f,
+ -1.28524f, 1.29725f, -0.89197f, -1.20488f, -2.00215f, 1.34871f, 2.35261f,
+ 0.04536f,
+};
+
+static const float av1_tx_split_nn_bias_16x8_layer0[32] = {
+ -0.84786f, -0.62404f, -0.48502f, 0.88151f, 0.26629f, -0.29040f, -0.49876f,
+ 1.10704f, 0.34171f, 1.25023f, -0.04490f, 0.17422f, -2.22701f, 0.00000f,
+ 0.88308f, -0.61498f, -0.78462f, 0.05608f, 0.29389f, -1.77892f, -1.48080f,
+ -0.51852f, -0.05360f, -0.50509f, -0.28875f, -0.16687f, -0.58397f, 0.19775f,
+ -3.65043f, -0.13175f, -0.21219f, -0.96746f,
+};
+
+static const float av1_tx_split_nn_weights_16x8_layer1[32] = {
+ 0.95524f, 0.31578f, 0.27905f, 2.52514f, -0.11741f, -0.18626f, 1.42636f,
+ -1.93024f, 2.19224f, -3.61233f, 1.50723f, 1.41080f, 2.59939f, -0.13768f,
+ 3.68902f, 2.69651f, -0.25476f, -1.33222f, 0.45695f, 0.79734f, -3.85996f,
+ 2.34047f, 1.70438f, -0.98010f, 0.10091f, 0.43924f, -0.01962f, 2.82762f,
+ 3.79446f, -2.28532f, -2.18018f, -3.04076f,
+};
+
+static const float av1_tx_split_nn_bias_16x8_layer1[1] = {
+ -1.87185f,
+};
+
+static const NN_CONFIG av1_tx_split_nnconfig_16x8 = {
+ 9, // num_inputs
+ 1, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 32,
+ }, // num_hidden_nodes
+ {
+ av1_tx_split_nn_weights_16x8_layer0,
+ av1_tx_split_nn_weights_16x8_layer1,
+ },
+ {
+ av1_tx_split_nn_bias_16x8_layer0,
+ av1_tx_split_nn_bias_16x8_layer1,
+ },
+};
+/******************************************************************************/
+
+// Tx split model for 16x16 block.
+static const float av1_tx_split_nn_weights_16x16_layer0[1088] = {
+ -2.33512f, -3.31371f, -1.76911f, -0.09432f, -0.77541f, -1.24532f, -1.27991f,
+ -0.06711f, -2.87110f, -0.45941f, -2.21170f, 0.22054f, -2.08454f, -0.83189f,
+ -1.51579f, -0.87875f, 0.41934f, -0.33679f, -0.23281f, -0.17464f, -0.55863f,
+ 0.31429f, 0.05257f, 0.32980f, -0.53877f, -0.14233f, -0.35298f, -0.07577f,
+ 0.00490f, -0.03767f, -0.48037f, -0.36015f, 0.56203f, -1.27163f, 0.30367f,
+ 0.07610f, 0.27500f, -0.07006f, 0.61161f, 0.31418f, 0.25491f, 0.01534f,
+ -4.98555f, -1.90110f, -0.46295f, 0.58215f, -2.15540f, -0.22709f, 0.84783f,
+ -0.41374f, -0.03831f, -0.26255f, -0.01594f, -0.07867f, -0.15332f, -0.13569f,
+ -0.21399f, 0.19977f, -0.22428f, 0.01776f, 0.29629f, 0.49830f, -0.38453f,
+ -0.03950f, -0.43206f, -0.54631f, 1.33911f, 0.61361f, 0.73860f, 0.03807f,
+ -0.05452f, -0.40985f, 0.04144f, 0.22968f, -0.40100f, -0.14033f, -1.18733f,
+ 2.17582f, -0.73620f, -0.58648f, 0.06898f, -2.63532f, -0.06405f, -1.17498f,
+ -0.89420f, -0.53436f, 0.01252f, 0.00458f, -0.09173f, -0.48544f, -0.42826f,
+ 0.16666f, 0.32184f, -0.25180f, -0.20395f, 0.13786f, -0.03049f, -0.25886f,
+ -0.33407f, -0.16972f, -0.25761f, -0.37955f, 0.67919f, -0.56672f, 0.88734f,
+ -0.19436f, 1.48037f, 2.48978f, 0.79969f, 0.57480f, 1.50500f, 0.73033f,
+ 1.64769f, 0.36873f, -0.84495f, -0.53227f, -0.37862f, -0.22582f, 3.03188f,
+ 0.50594f, 0.65847f, -0.37011f, 1.47523f, 1.03132f, 1.51524f, 1.12154f,
+ -1.30232f, -1.81978f, -3.34859f, -0.24295f, 1.48982f, -0.39040f, -0.63671f,
+ 0.92525f, -1.05361f, -0.79484f, -3.14987f, -1.15602f, 1.16454f, 1.10114f,
+ -1.00434f, -2.96470f, 1.31625f, 1.02678f, 0.30036f, -0.39549f, -0.54097f,
+ 0.48701f, 0.54787f, -0.01181f, 0.60000f, 1.64585f, 1.00371f, -2.71307f,
+ -1.03549f, -2.65811f, -2.28853f, -0.56815f, -0.96702f, -2.64566f, -2.17605f,
+ -1.39469f, -2.52619f, -2.13329f, -1.62011f, -0.18950f, 0.58642f, 0.08398f,
+ -0.31374f, -0.98408f, -0.29162f, 0.02774f, -0.66895f, 0.03855f, -0.03334f,
+ -0.07212f, -0.52247f, -0.03846f, -0.02792f, -0.08086f, -0.03364f, 0.21672f,
+ 0.38760f, -0.24623f, -0.15059f, -0.53843f, -0.59208f, 0.65516f, 1.20788f,
+ 0.88467f, 2.01372f, 0.79246f, 1.89825f, -2.23863f, -2.76141f, -1.37515f,
+ -0.20132f, -0.66666f, 1.37773f, -1.07868f, 1.79213f, 0.65714f, -0.40879f,
+ -0.25309f, 1.25617f, 0.61719f, -0.41101f, 0.32894f, 0.97866f, 1.72194f,
+ -0.15114f, -0.01706f, -0.50834f, 0.06508f, 0.49365f, -0.29428f, 0.06052f,
+ -0.25120f, 0.42977f, 0.29983f, -0.43788f, -0.11882f, 0.05905f, 0.26469f,
+ -0.30147f, 0.05154f, -0.14485f, -0.03873f, 0.46109f, -0.00832f, 0.21570f,
+ 0.32781f, 0.00352f, -0.54660f, 0.09486f, -0.40345f, 0.20868f, -4.42580f,
+ 0.72275f, 1.04957f, 0.99624f, 0.03210f, 0.06766f, -0.45590f, -0.08285f,
+ 0.78651f, 0.28569f, 1.40545f, 0.39110f, -0.07548f, -0.33576f, 1.56881f,
+ 0.45125f, 3.60580f, 0.21732f, 0.16976f, -0.11470f, 0.75122f, 1.21495f,
+ 0.50204f, -1.60450f, 0.14497f, -0.00937f, -2.60240f, -0.50324f, 1.57232f,
+ 1.84889f, 0.02458f, -1.11006f, 0.96480f, -1.50489f, -1.08920f, 0.21835f,
+ -0.01206f, 0.11513f, 0.28393f, -0.06832f, 0.28597f, -0.23074f, 0.19634f,
+ -0.01901f, 0.22133f, -0.24419f, -0.01560f, 0.16752f, 0.00772f, 0.02161f,
+ -0.43692f, -0.57426f, -1.43245f, -0.77790f, 0.36000f, -0.13499f, 6.42653f,
+ 0.87666f, -0.94847f, -0.32941f, -0.46009f, -0.33631f, -0.45081f, -0.06085f,
+ -0.66110f, -0.48376f, -0.46241f, 0.16331f, 0.19306f, -1.37989f, 0.69546f,
+ 3.17194f, -0.39886f, -0.23159f, -1.99281f, 0.54139f, 0.70301f, -0.37723f,
+ -0.78042f, 0.41053f, -0.87789f, 1.41124f, -0.52307f, -0.21651f, -1.14064f,
+ -0.74715f, 0.47405f, 0.55225f, -0.02987f, -0.34985f, 0.94306f, 1.04305f,
+ -0.10294f, 0.23896f, -0.96580f, -0.38712f, 0.53116f, -0.10182f, 0.22020f,
+ 0.15310f, 0.03357f, 0.52802f, 0.29718f, -0.81904f, -0.35359f, 0.42777f,
+ 0.40530f, 1.20917f, -0.07148f, 1.01195f, -0.17957f, 0.06567f, -0.90801f,
+ 0.66297f, 0.50968f, -0.07081f, -0.02788f, 0.42831f, 3.55926f, -0.87908f,
+ -1.01936f, -0.35544f, -0.08288f, -0.38195f, -0.18536f, 0.19022f, 0.08396f,
+ 0.00244f, -0.05982f, 0.04072f, 0.72922f, -0.50711f, -0.74963f, -0.20814f,
+ -0.88009f, 3.82015f, 1.37695f, 0.03691f, -0.10811f, 0.66275f, -0.01252f,
+ -0.58312f, -0.20587f, 0.51406f, 0.61138f, 1.03561f, 0.94708f, 0.08672f,
+ -1.35773f, -0.04229f, -0.90443f, -0.57822f, -1.08403f, 4.47565f, -0.29846f,
+ 0.25272f, 0.23656f, -0.31507f, 0.41373f, 0.31591f, 0.33692f, 0.00160f,
+ 0.28474f, 0.13350f, -0.05221f, -0.28297f, -0.34498f, -0.21047f, -0.27648f,
+ 0.54017f, 0.79063f, -1.59267f, -1.50795f, -1.70413f, -1.72474f, -1.61887f,
+ -1.77899f, -2.60979f, -1.53344f, -2.03713f, -0.50553f, 3.23190f, -0.89295f,
+ 0.19830f, -1.12027f, 0.94527f, 0.69205f, -0.65026f, 0.36370f, 0.05224f,
+ -1.33191f, 0.33571f, 0.37836f, 1.15068f, 2.31161f, -0.03106f, 0.09218f,
+ 2.60355f, 1.12978f, -2.23842f, 0.34438f, 0.88148f, -0.76537f, 2.83534f,
+ 1.50344f, 2.13674f, 1.68420f, -0.70187f, -0.26895f, 2.85734f, 3.64933f,
+ -0.53855f, -0.30371f, -0.40932f, 0.62377f, 1.59155f, -1.21111f, -0.44629f,
+ 0.61961f, 0.17024f, 2.47948f, 0.55465f, 0.83448f, -1.60511f, 0.68983f,
+ -0.91949f, 0.24831f, -1.59970f, -0.53816f, 0.76906f, -0.29011f, 0.37242f,
+ 0.93621f, 0.16127f, -0.38060f, 1.11183f, -0.74169f, -0.94185f, 0.06568f,
+ -0.14310f, 0.04459f, -0.35945f, -0.52075f, -0.17030f, -0.00960f, -0.68422f,
+ -0.34568f, -0.34345f, 0.09646f, -0.05917f, -0.03713f, 0.13008f, 0.58439f,
+ 0.10846f, -0.32863f, -0.21670f, -0.08252f, 0.34134f, -0.48552f, -1.07047f,
+ 1.39562f, 0.57768f, 0.88941f, 0.64666f, -0.23164f, -0.14476f, 0.15838f,
+ -2.10622f, -0.39697f, -1.43269f, -0.65439f, -1.21578f, -0.54751f, -0.23281f,
+ -0.02770f, -0.12364f, -0.38259f, 0.24085f, -0.59336f, -0.05055f, -0.39094f,
+ 0.16277f, 0.41241f, 0.07444f, -0.21273f, -0.39558f, -0.18603f, 0.29595f,
+ -0.34243f, -0.31262f, -0.73180f, 0.08943f, -0.23874f, -0.06860f, 0.07157f,
+ -0.43196f, -0.08806f, -0.08236f, -0.26871f, 0.00373f, -0.25404f, -0.39984f,
+ -0.56368f, 0.26565f, -0.44527f, -1.52280f, -1.32908f, 0.15051f, 0.20677f,
+ 0.63835f, 0.21811f, 0.46198f, 0.91307f, 0.97315f, 0.68176f, 0.24188f,
+ -0.00093f, 0.27706f, -0.04180f, -0.24926f, 0.01682f, -0.09650f, 0.81093f,
+ 0.53121f, 0.51193f, -1.89005f, -0.26113f, 0.63162f, 0.18064f, -0.11625f,
+ 0.33407f, -0.61584f, 0.17743f, 2.22288f, -0.18528f, -0.50951f, -1.68150f,
+ 0.40667f, -1.97424f, 2.98199f, 1.94396f, 0.02670f, 1.01438f, -0.84409f,
+ -0.98323f, -2.12406f, 0.50851f, -0.80447f, 0.15649f, 1.69056f, 1.53438f,
+ 2.03117f, 0.64105f, 0.85359f, -0.31000f, -0.14731f, -1.21840f, -0.54542f,
+ -0.66917f, 0.19683f, -0.05916f, -0.23448f, -0.21854f, 0.11985f, -0.11765f,
+ -0.22837f, -0.40467f, 0.49581f, 0.13027f, 0.22608f, -0.25892f, -0.23515f,
+ -0.43008f, 0.64330f, -0.15779f, 4.91596f, 3.74172f, -0.01853f, -0.05633f,
+ 3.52828f, 6.45093f, -0.36485f, 0.18349f, -0.00450f, -0.22926f, 0.68934f,
+ -0.21531f, 0.05716f, -0.08060f, 0.11153f, -0.05991f, -0.12007f, 0.27074f,
+ 0.18030f, 0.24757f, -0.39990f, -0.04836f, -0.28649f, -0.02310f, -0.08648f,
+ -0.28826f, -0.07254f, 0.21345f, -0.11284f, 0.06600f, 0.49284f, 0.02827f,
+ -0.35973f, -0.28765f, 0.64441f, -0.07901f, -1.43341f, -1.32239f, 0.07653f,
+ -0.03691f, -1.39370f, 0.44687f, 0.53096f, 1.31946f, 2.14809f, -2.00421f,
+ -1.26628f, 1.03885f, -2.60842f, 1.85814f, 0.75869f, 0.46057f, 0.31825f,
+ 0.53240f, -0.47724f, 0.53694f, 1.01443f, -0.69209f, 0.17691f, -0.45517f,
+ 2.45806f, -3.66425f, -1.72835f, -1.49468f, 1.32189f, -0.49305f, -1.24297f,
+ 0.60277f, -1.41445f, 0.16413f, -0.66027f, -0.85327f, -0.23208f, 0.55539f,
+ -1.25484f, 0.70927f, 0.90246f, -0.39686f, 3.39510f, -1.36411f, 0.37148f,
+ -3.24379f, -2.39433f, 0.47144f, 0.08939f, -0.01514f, 0.80475f, -1.44397f,
+ -0.56830f, -0.19813f, 1.63175f, -1.45228f, 1.44804f, -1.08043f, -2.73050f,
+ 0.36157f, 1.43198f, -0.17064f, 0.04689f, 4.13204f, -0.17145f, -0.45914f,
+ 0.26951f, -0.43331f, -0.92574f, -0.43302f, -0.76836f, 0.50895f, -0.56016f,
+ -2.15068f, 0.05734f, 1.57973f, 0.50136f, -0.58979f, 0.32304f, -0.20144f,
+ -2.83504f, -1.59596f, 1.14075f, -3.35506f, -0.91743f, 0.52344f, 0.23030f,
+ 0.26531f, -2.53394f, 0.53946f, -0.22607f, 0.04608f, -0.03066f, 2.58096f,
+ 1.07551f, 0.35917f, 2.70303f, -0.39135f, -0.05870f, -0.42456f, 0.65547f,
+ 1.17413f, -1.01273f, 0.41903f, 0.60067f, 0.06475f, 1.40028f, 0.31375f,
+ -1.18827f, -1.79237f, -2.16054f, -0.18552f, 0.40779f, 2.47420f, 1.60598f,
+ 2.51905f, 1.43856f, -1.77980f, -0.89020f, -0.25304f, -1.53063f, -2.07139f,
+ -1.06641f, -1.49733f, 2.07209f, 1.08333f, -0.38585f, -0.52260f, -3.96459f,
+ -1.11392f, -1.34735f, -1.00715f, -0.08676f, 0.02009f, -0.04225f, 0.29525f,
+ -0.62457f, 1.25567f, 0.62074f, -0.10845f, 1.08668f, -1.72712f, -0.10162f,
+ -3.73208f, -1.36195f, 1.24945f, 0.40479f, -0.44104f, 1.78835f, -0.54711f,
+ -0.45704f, 0.13736f, -0.26916f, 0.40053f, 0.00769f, 0.01737f, -0.04449f,
+ -0.45853f, 0.32574f, -0.10066f, -0.20889f, -0.42063f, -0.01880f, 0.02063f,
+ -0.57622f, 0.00220f, -0.41481f, 0.21500f, 0.77856f, 0.52091f, -0.37127f,
+ -0.16602f, 1.50396f, 1.28713f, 0.08025f, 0.37687f, -0.58758f, 0.26340f,
+ 0.68237f, -0.32561f, -0.38597f, -0.03738f, 0.05094f, 0.35864f, 0.29402f,
+ 1.97878f, 1.59610f, 0.06686f, -0.56105f, 3.04528f, 2.98407f, -2.56387f,
+ -0.14111f, -0.05276f, 0.05093f, 1.43481f, -0.21868f, -0.03120f, 0.84077f,
+ -0.26040f, 0.83573f, 0.44524f, -0.38470f, 0.32942f, 0.41419f, 0.03451f,
+ -0.39586f, 0.34182f, -0.47267f, -0.44133f, 0.03274f, 0.64405f, 0.25461f,
+ 0.34606f, -0.24311f, -0.25747f, -0.42828f, -0.16665f, -0.53530f, 1.60349f,
+ 1.71093f, -1.98463f, -1.76171f, -4.02564f, -0.86771f, -2.01086f, -2.05039f,
+ 0.75301f, -1.58901f, 0.25703f, -0.47220f, -0.03754f, -0.99208f, -0.34186f,
+ -0.66435f, -0.75609f, 1.97819f, -1.84172f, -0.49220f, -0.45623f, -2.53327f,
+ 0.26828f, -0.31886f, 1.39814f, -1.92251f, -0.65512f, -1.00151f, -0.65779f,
+ -1.39199f, 0.52147f, 1.17518f, -0.79185f, -0.39961f, 0.71962f, -0.88161f,
+ 0.16256f, -0.25754f, 1.08370f, -0.92590f, -4.04821f, -0.54154f, 0.16665f,
+ -0.34683f, -1.51049f, -1.52053f, 0.68547f, -1.71874f, 0.33837f, -1.04910f,
+ 0.29365f, 0.18723f, 0.96826f, -0.66771f, -1.19261f, -1.88262f, -0.06630f,
+ 1.88106f, -0.80050f, -1.71436f, -0.31941f, 0.63553f, 1.54756f, -1.23407f,
+ 0.52384f, 0.22354f, -0.34108f, 0.08610f, 0.00699f, 0.37136f, 0.79371f,
+ 0.17867f, 0.43125f, -0.08364f, -0.00536f, 0.38589f, -0.38192f, 2.46420f,
+ -4.95342f, -0.05129f, 0.24330f, 4.10377f, -0.09634f, 0.06190f, -0.10095f,
+ 0.10639f, 0.84283f, -0.66132f, 0.30070f, -0.27125f, 0.10007f, 0.07156f,
+ 0.12596f, -0.84956f, -0.73166f, 2.29945f, 0.20016f, -0.52447f, 0.53079f,
+ -5.11437f, -0.14355f, -0.56753f, 0.29894f, 1.36724f, -4.18788f, -4.54924f,
+ -0.14036f, 1.08707f, -0.46971f, -0.70524f, 0.40919f, -0.36412f, 0.61871f,
+ 0.36490f, 0.27959f, 0.31333f, 0.72363f, -0.12954f, -0.29154f, 0.36509f,
+ -0.50947f, -0.16829f, -0.07787f, -0.23850f, 0.56955f, 0.53635f, -0.51060f,
+ 0.40341f, -0.25305f, -0.24747f, 0.06249f, 0.29373f, 0.16034f, 0.19666f,
+ -0.55598f, -0.51409f, 0.03709f, -0.40533f, 0.04837f, -0.01790f, -0.31404f,
+ -0.20858f, -7.44090f, -0.19129f, 0.34522f, 0.32686f, 0.26268f, -0.14069f,
+ -0.46890f, 0.00656f, 0.99568f, -0.21409f, -0.04172f, 0.06155f, -0.58416f,
+ -0.00220f, 0.53917f, -0.17184f, 0.12604f, 0.14324f, -0.47364f, -0.44595f,
+ 0.03335f, 0.05754f, -0.10465f, -0.60116f, 0.06808f, 0.74665f, -0.09468f,
+ -0.22019f, -0.37092f, -0.15980f, 0.24710f, 0.09047f, 1.13834f, 0.98147f,
+ -0.67229f, -0.94558f, -1.07998f, -0.77535f, 0.67678f, 0.91947f, 0.04130f,
+ 0.24570f, -0.23502f, 0.07140f, 5.01414f, -0.42455f, 0.15214f, -0.06943f,
+ -0.02245f, 0.55778f, 0.19904f, -0.11874f, -0.43990f, 0.10878f, -0.28505f,
+ 0.56417f, -0.03703f, -0.13008f, 0.13934f, -0.24387f, -1.04753f, -0.71977f,
+ 0.03831f, -0.04141f, 0.07736f, -0.57109f, -0.13095f, -0.56810f, -0.08898f,
+ -0.35147f, 0.43868f, 0.08960f, 0.10786f, -0.21675f, 0.13877f, -0.00299f,
+ 0.07219f, -0.99991f, -0.61501f,
+};
+
+static const float av1_tx_split_nn_bias_16x16_layer0[64] = {
+ 0.65312f, -0.83098f, 0.39323f, -2.75927f, 0.81694f, -0.28241f, -2.18768f,
+ 0.34134f, 1.20591f, 1.22232f, -0.64396f, -0.58826f, 1.01791f, 0.00321f,
+ -3.13828f, 1.13783f, -0.86514f, -0.08370f, -0.35267f, 0.37178f, -2.75818f,
+ -6.59164f, -3.23005f, -1.53321f, 1.42684f, -4.39138f, 2.05253f, -0.02781f,
+ -0.76007f, 0.92340f, -0.08111f, -1.23684f, 0.48422f, -0.40752f, 0.14077f,
+ -1.72232f, -0.00208f, -1.30060f, -1.78436f, -0.05391f, -0.39061f, -0.63657f,
+ 0.49918f, 0.20668f, -3.85847f, 0.93580f, 0.32614f, -0.14702f, 0.95100f,
+ 0.19870f, -0.35641f, 0.24500f, -0.00832f, 0.11008f, -0.18393f, -0.20785f,
+ 0.33332f, 0.24374f, -0.95761f, 0.33066f, -0.92643f, -4.62375f, -0.43035f,
+ -0.96366f,
+};
+
+static const float av1_tx_split_nn_weights_16x16_layer1[64] = {
+ 4.00974f, 2.11254f, -3.59420f, 0.85364f, -2.31614f, 0.05530f, 1.73165f,
+ 2.48115f, -3.94476f, 3.64559f, -0.29305f, 3.76776f, 1.98696f, 3.68108f,
+ 1.98553f, 1.41208f, -0.18020f, -2.48263f, 3.78622f, 1.55076f, 3.51036f,
+ 3.33941f, 2.28655f, 1.00124f, -3.92312f, 3.89978f, 3.90257f, -2.99901f,
+ -0.93003f, 1.65249f, -0.11631f, 1.11693f, 0.65334f, -2.34870f, 2.60394f,
+ 2.17219f, -8.45155f, -0.55153f, -2.00431f, 2.48126f, 2.76832f, 2.62461f,
+ -2.09580f, -2.12298f, 1.69051f, -2.57117f, -2.58804f, -0.19290f, 1.89817f,
+ 4.08995f, -0.04311f, 5.18602f, 3.90296f, 3.64248f, 3.12903f, -2.37662f,
+ -2.83318f, -2.91755f, -0.60725f, -3.46475f, -1.31273f, 3.65086f, 0.06778f,
+ -0.43647f,
+};
+
+static const float av1_tx_split_nn_bias_16x16_layer1[1] = {
+ -3.21793f,
+};
+
+static const NN_CONFIG av1_tx_split_nnconfig_16x16 = {
+ 17, // num_inputs
+ 1, // num_outputs
+ 1, // num_hidden_layers
+ {
+ 64,
+ }, // num_hidden_nodes
+ {
+ av1_tx_split_nn_weights_16x16_layer0,
+ av1_tx_split_nn_weights_16x16_layer1,
+ },
+ {
+ av1_tx_split_nn_bias_16x16_layer0,
+ av1_tx_split_nn_bias_16x16_layer1,
+ },
+};
+/******************************************************************************/
+
+// Map block size to its corresponding neural net model for tx split prediction.
+static const NN_CONFIG *av1_tx_split_nnconfig_map[] = {
+ NULL, // BLOCK_4X4,
+ &av1_tx_split_nnconfig_4x8, // BLOCK_4X8,
+ &av1_tx_split_nnconfig_8x4, // BLOCK_8X4,
+ &av1_tx_split_nnconfig_8x8, // BLOCK_8X8,
+ &av1_tx_split_nnconfig_8x16, // BLOCK_8X16,
+ &av1_tx_split_nnconfig_16x8, // BLOCK_16X8,
+ &av1_tx_split_nnconfig_16x16, // BLOCK_16X16,
+ NULL, // BLOCK_16X32,
+ NULL, // BLOCK_32X16,
+ NULL, // BLOCK_32X32,
+ NULL, // BLOCK_32X64,
+ NULL, // BLOCK_64X32,
+ NULL, // BLOCK_64X64,
+ NULL, // BLOCK_64X128,
+ NULL, // BLOCK_128X64,
+ NULL, // BLOCK_128X128,
+ NULL, // BLOCK_4X16,
+ NULL, // BLOCK_16X4,
+ NULL, // BLOCK_8X32,
+ NULL, // BLOCK_32X8,
+ NULL, // BLOCK_16X64,
+ NULL, // BLOCK_64X16,
};
#ifdef __cplusplus
