Consolidate simple_motion_search based models
This patch creates a model based on features from simple_motion_search
and outputs the class probability for the 10 partition types.
Currently this replaces the model in simple_motion_search_prune_rect
with a relaxed threshold. But a better performance should be achievable
by fine-tuning the thresholds.
Performance:
OVR_PSNR | SPEED_UP | SPEED_UP:OVR_PSNR |
0.038% | 1.783% | 46.921:1 |
The PSNR is averaged over 60 frames on midres. The speed up is averaged
over30 frames on 4 midres clips with 5 bitrates each.
STATS_CHANGED
Change-Id: I4d64dab6713867d8f9af06d10420073bdf25c5a4
diff --git a/av1/encoder/encodeframe.c b/av1/encoder/encodeframe.c
index 2e72203..f1bbe3f 100644
--- a/av1/encoder/encodeframe.c
+++ b/av1/encoder/encodeframe.c
@@ -3488,6 +3488,7 @@
const MV ref_mv_full = { .row = 0, .col = 0 };
simple_motion_search(cpi, x, mi_row, mi_col, bsize, ref, ref_mv_full,
num_planes, use_subpixel);
+ aom_clear_system_state();
// Start getting the features
int f_idx = 0;
@@ -3525,6 +3526,48 @@
}
}
+static void full_pixel_motion_search_based_split(
+ AV1_COMP *const cpi, MACROBLOCK *x, int mi_row, int mi_col,
+ BLOCK_SIZE bsize, int *partition_none_allowed, int *partition_horz_allowed,
+ int *partition_vert_allowed, int *do_rectangular_split) {
+ const NN_CONFIG *nn_config = NULL;
+ float split_only_thresh = 0.0f;
+ if (bsize == BLOCK_128X128) {
+ nn_config = &full_pixel_motion_search_based_split_nn_config_128;
+ split_only_thresh = full_pixel_motion_search_based_split_thresh_128;
+ } else if (bsize == BLOCK_64X64) {
+ nn_config = &full_pixel_motion_search_based_split_nn_config_64;
+ split_only_thresh = full_pixel_motion_search_based_split_thresh_64;
+ } else if (bsize == BLOCK_32X32) {
+ nn_config = &full_pixel_motion_search_based_split_nn_config_32;
+ split_only_thresh = full_pixel_motion_search_based_split_thresh_32;
+ } else if (bsize == BLOCK_16X16) {
+ nn_config = &full_pixel_motion_search_based_split_nn_config_16;
+ split_only_thresh = full_pixel_motion_search_based_split_thresh_16;
+ } else if (bsize == BLOCK_8X8) {
+ // Disable BLOCK_8X8 for now
+#if !CONFIG_DISABLE_FULL_PIXEL_SPLIT_8X8
+ nn_config = &full_pixel_motion_search_based_split_nn_config_8;
+ split_only_thresh = full_pixel_motion_search_based_split_thresh_8;
+#endif
+ } else {
+ assert(0 && "Unexpected block size in full_pixel_motion_based_split");
+ }
+ if (nn_config) {
+ float features[6] = { 0 };
+ float score = 0;
+ get_res_var_features(cpi, x, mi_row, mi_col, bsize, features);
+ av1_nn_predict(features, nn_config, &score);
+
+ if (score > split_only_thresh) {
+ *partition_none_allowed = 0;
+ *partition_horz_allowed = 0;
+ *partition_vert_allowed = 0;
+ *do_rectangular_split = 0;
+ }
+ }
+}
+
// Given a list of ref frames in refs, performs simple_motion_search on each of
// the refs and returns the ref with the smallest sse. Returns -1 if none of the
// ref in the list is available. Also stores the best sse and var in best_sse,
@@ -3594,27 +3637,21 @@
// Performs fullpixel simple_motion_search with LAST_FRAME and ALTREF_FRAME on
// each subblocks and extract the variance and sse of residues. Then store the
// var and sse from each partition subblock to features. The DC qindex is also
-// stored in features. The last two entries are whether the current block is
-// located on the right or bottom edge, but current they are not used for bsize
-// less than BLOCK_64X64.
-// Here features is assumed to be a length 21 array.
+// stored in features.
+// Here features is assumed to be a length 19 array.
// After this function is called, we will store the following to features:
// features[0:17] = var and sse from subblocks
// features[18] = DC q_index
-// features[19] = is_bottom
-// features[20] = is_right
-#define FEATURES 21
-static void simple_motion_search_prune_rect_features(
+#define NUM_FEATURES 19
+static void simple_motion_search_prune_part_features(
AV1_COMP *const cpi, MACROBLOCK *x, PC_TREE *pc_tree, int mi_row,
int mi_col, BLOCK_SIZE bsize, float *features) {
// TODO(chiyotsai@google.com): Cache the result of the motion search from the
// larger bbsize.
- const AV1_COMMON *const cm = &cpi->common;
const int w_mi = mi_size_wide[bsize];
const int h_mi = mi_size_high[bsize];
int f_idx = 0;
assert(mi_size_wide[bsize] == mi_size_high[bsize]);
- assert(!frame_is_intra_only(cm));
assert(cpi->ref_frame_flags & ref_frame_flag_list[LAST_FRAME] ||
cpi->ref_frame_flags & ref_frame_flag_list[ALTREF_FRAME]);
@@ -3623,8 +3660,8 @@
const int num_refs = 2;
const int use_subpixel = 0;
- unsigned int best_sse = 0, best_var = 0;
unsigned int none_sse = 0, none_var = 0;
+ unsigned int int_features[NUM_FEATURES - 1];
// Doing whole block first to update the mv
simple_motion_search_get_best_ref(cpi, x, pc_tree, mi_row, mi_col, bsize,
@@ -3638,12 +3675,10 @@
const int sub_mi_col = mi_col + (r_idx & 1) * w_mi / 2;
const int sub_mi_row = mi_row + (r_idx >> 1) * h_mi / 2;
- simple_motion_search_get_best_ref(cpi, x, pc_tree, sub_mi_row, sub_mi_col,
- subsize, ref_list, num_refs, use_subpixel,
- r_idx, &best_sse, &best_var);
-
- features[f_idx++] = logf(1.0f + (float)best_var);
- features[f_idx++] = logf(1.0f + (float)best_sse);
+ simple_motion_search_get_best_ref(
+ cpi, x, pc_tree, sub_mi_row, sub_mi_col, subsize, ref_list, num_refs,
+ use_subpixel, r_idx, &int_features[f_idx + 1], &int_features[f_idx]);
+ f_idx += 2;
}
// Horz subblocks
@@ -3652,12 +3687,11 @@
const int sub_mi_col = mi_col + 0;
const int sub_mi_row = mi_row + r_idx * h_mi / 2;
- simple_motion_search_get_best_ref(cpi, x, pc_tree, sub_mi_row, sub_mi_col,
- subsize, ref_list, num_refs, use_subpixel,
- -1, &best_sse, &best_var);
+ simple_motion_search_get_best_ref(
+ cpi, x, pc_tree, sub_mi_row, sub_mi_col, subsize, ref_list, num_refs,
+ use_subpixel, -1, &int_features[f_idx + 1], &int_features[f_idx]);
- features[f_idx++] = logf(1.0f + (float)best_var);
- features[f_idx++] = logf(1.0f + (float)best_sse);
+ f_idx += 2;
}
// Vert subblock
@@ -3666,17 +3700,21 @@
const int sub_mi_col = mi_col + r_idx * w_mi / 2;
const int sub_mi_row = mi_row + 0;
- simple_motion_search_get_best_ref(cpi, x, pc_tree, sub_mi_row, sub_mi_col,
- subsize, ref_list, num_refs, use_subpixel,
- -1, &best_sse, &best_var);
+ simple_motion_search_get_best_ref(
+ cpi, x, pc_tree, sub_mi_row, sub_mi_col, subsize, ref_list, num_refs,
+ use_subpixel, -1, &int_features[f_idx + 1], &int_features[f_idx]);
- features[f_idx++] = logf(1.0f + (float)best_var);
- features[f_idx++] = logf(1.0f + (float)best_sse);
+ f_idx += 2;
}
// Whole block
- features[f_idx++] = logf(1.0f + (float)none_var);
- features[f_idx++] = logf(1.0f + (float)none_sse);
+ int_features[f_idx++] = none_var;
+ int_features[f_idx++] = none_sse;
+
+ aom_clear_system_state();
+ for (int idx = 0; idx < f_idx; idx++) {
+ features[idx] = logf(1.0f + (float)int_features[idx]);
+ }
const MACROBLOCKD *xd = &x->e_mbd;
set_offsets(cpi, &xd->tile, x, mi_row, mi_col, bsize);
@@ -3685,89 +3723,96 @@
const int dc_q = av1_dc_quant_QTX(x->qindex, 0, xd->bd) >> (xd->bd - 8);
features[f_idx++] = logf(1.0f + (float)(dc_q * dc_q) / 256.0f);
- // Decide whethe we are on the edges
- features[f_idx++] = (float)(mi_row + h_mi / 2 >= cm->mi_rows);
- features[f_idx++] = (float)(mi_col + w_mi / 2 >= cm->mi_cols);
-
- assert(f_idx == FEATURES);
+ assert(f_idx == NUM_FEATURES);
}
-#define NUM_CLASSES 3
-static void simple_motion_search_prune_rect(AV1_COMP *const cpi, MACROBLOCK *x,
- PC_TREE *pc_tree, int mi_row,
- int mi_col, BLOCK_SIZE bsize,
- int *prune_horz, int *prune_vert) {
+#define MAX_NUM_CLASSES 10
+static void simple_motion_search_prune_part(
+ AV1_COMP *const cpi, MACROBLOCK *x, PC_TREE *pc_tree, int mi_row,
+ int mi_col, BLOCK_SIZE bsize, int *partition_none_allowed,
+ int *partition_horz_allowed, int *partition_vert_allowed,
+ int *do_square_split, int *do_rectangular_split, int *prune_horz,
+ int *prune_vert) {
+ const AV1_COMMON *const cm = &cpi->common;
+ // Get model parameters
const NN_CONFIG *nn_config = NULL;
- float thresh = 0.0f;
- const float *ml_mean, *ml_std;
+ const float *prune_thresh = NULL, *only_thresh = NULL;
+ const float *ml_mean = NULL, *ml_std = NULL;
+
if (bsize == BLOCK_128X128) {
- nn_config = &simple_motion_search_prune_rect_nn_config_128;
- ml_mean = simple_motion_search_prune_rect_mean_128;
- ml_std = simple_motion_search_prune_rect_std_128;
- thresh = simple_motion_search_prune_rect_thresh_128;
+ nn_config = &simple_motion_search_prune_part_nn_config_128;
+ ml_mean = simple_motion_search_prune_part_mean_128;
+ ml_std = simple_motion_search_prune_part_std_128;
+ prune_thresh = simple_motion_search_prune_part_prune_thresh_128;
+ only_thresh = simple_motion_search_prune_part_only_thresh_128;
} else if (bsize == BLOCK_64X64) {
- nn_config = &simple_motion_search_prune_rect_nn_config_64;
- ml_mean = simple_motion_search_prune_rect_mean_64;
- ml_std = simple_motion_search_prune_rect_std_64;
- thresh = simple_motion_search_prune_rect_thresh_64;
+ nn_config = &simple_motion_search_prune_part_nn_config_64;
+ ml_mean = simple_motion_search_prune_part_mean_64;
+ ml_std = simple_motion_search_prune_part_std_64;
+ prune_thresh = simple_motion_search_prune_part_prune_thresh_64;
+ only_thresh = simple_motion_search_prune_part_only_thresh_64;
} else if (bsize == BLOCK_32X32) {
- nn_config = &simple_motion_search_prune_rect_nn_config_32;
- ml_mean = simple_motion_search_prune_rect_mean_32;
- ml_std = simple_motion_search_prune_rect_std_32;
- thresh = simple_motion_search_prune_rect_thresh_32;
+ nn_config = &simple_motion_search_prune_part_nn_config_32;
+ ml_mean = simple_motion_search_prune_part_mean_32;
+ ml_std = simple_motion_search_prune_part_std_32;
+ prune_thresh = simple_motion_search_prune_part_prune_thresh_32;
+ only_thresh = simple_motion_search_prune_part_only_thresh_32;
} else if (bsize == BLOCK_16X16) {
- nn_config = &simple_motion_search_prune_rect_nn_config_16;
- ml_mean = simple_motion_search_prune_rect_mean_16;
- ml_std = simple_motion_search_prune_rect_std_16;
- thresh = simple_motion_search_prune_rect_thresh_16;
+ nn_config = &simple_motion_search_prune_part_nn_config_16;
+ ml_mean = simple_motion_search_prune_part_mean_16;
+ ml_std = simple_motion_search_prune_part_std_16;
+ prune_thresh = simple_motion_search_prune_part_prune_thresh_16;
+ only_thresh = simple_motion_search_prune_part_only_thresh_16;
} else if (bsize == BLOCK_8X8) {
- nn_config = &simple_motion_search_prune_rect_nn_config_8;
- ml_mean = simple_motion_search_prune_rect_mean_8;
- ml_std = simple_motion_search_prune_rect_std_8;
- thresh = simple_motion_search_prune_rect_thresh_8;
+ nn_config = &simple_motion_search_prune_part_nn_config_8;
+ ml_mean = simple_motion_search_prune_part_mean_8;
+ ml_std = simple_motion_search_prune_part_std_8;
+ prune_thresh = simple_motion_search_prune_part_prune_thresh_8;
+ only_thresh = simple_motion_search_prune_part_only_thresh_8;
} else {
- assert(0 && "Unexpected block size in simple_motion_prune_rect");
+ assert(0 && "Unexpected block size in simple_motion_prune_part");
}
- if (nn_config && thresh > 0.0f) {
- // Get Features
- float features[FEATURES] = { 0.0f };
- simple_motion_search_prune_rect_features(cpi, x, pc_tree, mi_row, mi_col,
- bsize, features);
- for (int f_idx = 0; f_idx < FEATURES; f_idx++) {
- features[f_idx] =
- (features[f_idx] - ml_mean[f_idx]) / (0.0001f + ml_std[f_idx]);
- }
-
- // Some features are constant in the training data. In this case, disable
- // these features.
- if (bsize == BLOCK_128X128) {
- features[6] = 0.0f;
- features[7] = 0.0f;
- }
- if (bsize < BLOCK_64X64) {
- features[FEATURES - 2] = 0.0f;
- features[FEATURES - 1] = 0.0f;
- }
-
- const int HORZ = 0, VERT = 1;
- float scores[NUM_CLASSES] = { 0.0f }, probs[NUM_CLASSES] = { 0.0f };
-
- av1_nn_predict(features, nn_config, scores);
- aom_clear_system_state();
-
- av1_nn_softmax(scores, probs, NUM_CLASSES);
-
- if (probs[HORZ] <= thresh) {
- *prune_horz = 1;
- }
- if (probs[VERT] <= thresh) {
- *prune_vert = 1;
- }
+ // If there is no valid threshold, return immediately.
+ if (!nn_config || (prune_thresh[PARTITION_HORZ] == 0.0f &&
+ prune_thresh[PARTITION_VERT] == 0.0f)) {
+ return;
}
+
+ // Get features
+ float features[NUM_FEATURES] = { 0.0f };
+ simple_motion_search_prune_part_features(cpi, x, pc_tree, mi_row, mi_col,
+ bsize, features);
+ for (int f_idx = 0; f_idx < NUM_FEATURES; f_idx++) {
+ features[f_idx] = (features[f_idx] - ml_mean[f_idx]) / ml_std[f_idx];
+ }
+
+ // Get probabilities
+ float scores[MAX_NUM_CLASSES] = { 0.0f }, probs[MAX_NUM_CLASSES] = { 0.0f };
+ const int num_classes =
+ (bsize == BLOCK_128X128 || bsize == BLOCK_8X8) ? 4 : 10;
+
+ av1_nn_predict(features, nn_config, scores);
+ aom_clear_system_state();
+
+ av1_nn_softmax(scores, probs, num_classes);
+
+ // Determine if we should prune rectangular partitions.
+ if (cpi->sf.simple_motion_search_prune_rect && !frame_is_intra_only(cm) &&
+ (*partition_horz_allowed || *partition_vert_allowed) &&
+ bsize >= BLOCK_8X8 && !av1_superres_scaled(cm)) {
+ *prune_horz = probs[PARTITION_HORZ] <= prune_thresh[PARTITION_HORZ];
+ *prune_vert = probs[PARTITION_VERT] <= prune_thresh[PARTITION_VERT];
+ }
+
+ // Silence compiler warnings
+ (void)only_thresh;
+ (void)partition_none_allowed;
+ (void)do_square_split;
+ (void)do_rectangular_split;
}
-#undef NUM_CLASSES
-#undef FEATURES
+#undef MAX_NUM_CLASSES
+#undef NUM_FEATURES
// TODO(jinging,jimbankoski,rbultje): properly skip partition types that are
// unlikely to be selected depending on previous rate-distortion optimization
@@ -4049,59 +4094,30 @@
MB_MODE_INFO *split_mbmi[4] = { 0 };
- // Perform a full_pixel_search and use the residue to estimate whether we
- // should split directly.
- // TODO(chiyotsai@google.com): Try the algorithm on hdres and speed 0.
- // Also try pruning PARTITION_SPLIT
- if (cpi->sf.full_pixel_motion_search_based_split && bsize >= BLOCK_8X8 &&
+ // Use simple_motion_search to prune partitions. This must be done prior to
+ // PARTITION_SPLIT to propagate the initial mvs to a smaller blocksize.
+ const int try_split_only =
+ cpi->sf.simple_motion_search_split_only && bsize >= BLOCK_8X8 &&
do_square_split && mi_row + mi_size_high[bsize] <= cm->mi_rows &&
mi_col + mi_size_wide[bsize] <= cm->mi_cols && !frame_is_intra_only(cm) &&
- !av1_superres_scaled(cm)) {
- const NN_CONFIG *nn_config = NULL;
- float split_only_thresh = 0.0f;
- if (bsize == BLOCK_128X128) {
- nn_config = &full_pixel_motion_search_based_split_nn_config_128;
- split_only_thresh = full_pixel_motion_search_based_split_thresh_128;
- } else if (bsize == BLOCK_64X64) {
- nn_config = &full_pixel_motion_search_based_split_nn_config_64;
- split_only_thresh = full_pixel_motion_search_based_split_thresh_64;
- } else if (bsize == BLOCK_32X32) {
- nn_config = &full_pixel_motion_search_based_split_nn_config_32;
- split_only_thresh = full_pixel_motion_search_based_split_thresh_32;
- } else if (bsize == BLOCK_16X16) {
- nn_config = &full_pixel_motion_search_based_split_nn_config_16;
- split_only_thresh = full_pixel_motion_search_based_split_thresh_16;
- } else if (bsize == BLOCK_8X8) {
-#if !CONFIG_DISABLE_FULL_PIXEL_SPLIT_8X8
- // Disable BLOCK_8X8 for now
- nn_config = &full_pixel_motion_search_based_split_nn_config_8;
- split_only_thresh = full_pixel_motion_search_based_split_thresh_8;
-#endif
- } else {
- assert(0 && "Unexpected block size in full_pixel_motion_based_split");
- }
- if (nn_config) {
- float features[6] = { 0 };
- float score = 0;
- get_res_var_features(cpi, x, mi_row, mi_col, bsize, features);
- av1_nn_predict(features, nn_config, &score);
+ !av1_superres_scaled(cm);
- if (score > split_only_thresh) {
- partition_none_allowed = 0;
- partition_horz_allowed = 0;
- partition_vert_allowed = 0;
- do_rectangular_split = 0;
- }
- }
+ if (try_split_only) {
+ full_pixel_motion_search_based_split(
+ cpi, x, mi_row, mi_col, bsize, &partition_none_allowed,
+ &partition_horz_allowed, &partition_vert_allowed,
+ &do_rectangular_split);
}
- // Prune PARTITION_HORZ and PARTITION_VERT. This must be done prior to
- // PARTITION_SPLIT to propagate the initial mvs to a smaller blocksize.
- if (cpi->sf.simple_motion_search_prune_rect && !frame_is_intra_only(cm) &&
- (partition_horz_allowed || partition_vert_allowed) &&
- bsize >= BLOCK_8X8) {
- simple_motion_search_prune_rect(cpi, x, pc_tree, mi_row, mi_col, bsize,
- &prune_horz, &prune_vert);
+ const int try_prune_rect =
+ cpi->sf.simple_motion_search_prune_rect && !frame_is_intra_only(cm) &&
+ (partition_horz_allowed || partition_vert_allowed) && bsize >= BLOCK_8X8;
+
+ if (try_prune_rect) {
+ simple_motion_search_prune_part(
+ cpi, x, pc_tree, mi_row, mi_col, bsize, &partition_none_allowed,
+ &partition_horz_allowed, &partition_vert_allowed, &do_square_split,
+ &do_rectangular_split, &prune_horz, &prune_vert);
}
BEGIN_PARTITION_SEARCH:
@@ -4686,9 +4702,9 @@
if (cpi->sf.ml_prune_ab_partition && ext_partition_allowed &&
partition_horz_allowed && partition_vert_allowed) {
- // TODO(huisu@google.com): x->source_variance may not be the current block's
- // variance. The correct one to use is pb_source_variance.
- // Need to re-train the model to fix it.
+ // TODO(huisu@google.com): x->source_variance may not be the current
+ // block's variance. The correct one to use is pb_source_variance. Need to
+ // re-train the model to fix it.
ml_prune_ab_partition(bsize, pc_tree->partitioning,
get_unsigned_bits(x->source_variance),
best_rdc.rdcost, horz_rd, vert_rd, split_rd,
@@ -4936,8 +4952,8 @@
// partition4_allowed is 1 if we can use a PARTITION_HORZ_4 or
// PARTITION_VERT_4 for this block. This is almost the same as
- // ext_partition_allowed, except that we don't allow 128x32 or 32x128 blocks,
- // so we require that bsize is not BLOCK_128X128.
+ // ext_partition_allowed, except that we don't allow 128x32 or 32x128
+ // blocks, so we require that bsize is not BLOCK_128X128.
const int partition4_allowed =
ext_partition_allowed && bsize != BLOCK_128X128;
int partition_horz4_allowed = partition4_allowed && partition_horz_allowed;
@@ -5554,7 +5570,7 @@
PC_TREE *const pc_root = td->pc_root[mib_size_log2 - MIN_MIB_SIZE_LOG2];
pc_root->index = 0;
- if (sf->simple_motion_search_prune_rect) {
+ if (sf->simple_motion_search_prune_rect && !frame_is_intra_only(cm)) {
init_simple_motion_search_mvs(pc_root);
}
@@ -6235,7 +6251,8 @@
cm->delta_q_info.delta_q_present_flag = cpi->oxcf.deltaq_mode != NO_DELTA_Q;
cm->delta_q_info.delta_lf_present_flag = cpi->oxcf.deltaq_mode == DELTA_Q_LF;
cm->delta_q_info.delta_lf_multi = DEFAULT_DELTA_LF_MULTI;
- // update delta_q_present_flag and delta_lf_present_flag based on base_qindex
+ // update delta_q_present_flag and delta_lf_present_flag based on
+ // base_qindex
cm->delta_q_info.delta_q_present_flag &= cm->base_qindex > 0;
cm->delta_q_info.delta_lf_present_flag &= cm->base_qindex > 0;
@@ -6372,8 +6389,9 @@
best_warp_error);
if (warp_error < best_warp_error) {
best_warp_error = warp_error;
- // Save the wm_params modified by av1_refine_integerized_param()
- // rather than motion index to avoid rerunning refine() below.
+ // Save the wm_params modified by
+ // av1_refine_integerized_param() rather than motion index to
+ // avoid rerunning refine() below.
memcpy(&(cm->global_motion[frame]), &tmp_wm_params,
sizeof(WarpedMotionParams));
}
@@ -6559,7 +6577,8 @@
#endif // CONFIG_ENTROPY_STATS
}
}
- // Re-check on the skip mode status as reference mode may have been changed.
+ // Re-check on the skip mode status as reference mode may have been
+ // changed.
SkipModeInfo *const skip_mode_info = ¤t_frame->skip_mode_info;
if (frame_is_intra_only(cm) ||
current_frame->reference_mode == SINGLE_REFERENCE) {
diff --git a/av1/encoder/partition_model_weights.h b/av1/encoder/partition_model_weights.h
index ab3d71b..0bec4cc 100644
--- a/av1/encoder/partition_model_weights.h
+++ b/av1/encoder/partition_model_weights.h
@@ -2573,6 +2573,12 @@
#endif // CONFIG_ONE_PASS_SVM
// Below are the models used for full_pixel_motion_search_based_split
+static const float full_pixel_motion_search_based_split_thresh_128 = 2.0f;
+static const float full_pixel_motion_search_based_split_thresh_64 = 2.0f;
+static const float full_pixel_motion_search_based_split_thresh_32 = 2.0f;
+static const float full_pixel_motion_search_based_split_thresh_16 = 2.0f;
+static const float full_pixel_motion_search_based_split_thresh_8 = 2.0f;
+
// BLOCK_128X128
#define NUM_HIDDEN_LAYERS_128 1
#define NUM_FEATURES_128 6
@@ -2631,8 +2637,6 @@
},
};
-static const float full_pixel_motion_search_based_split_thresh_128 = 2.0f;
-
#undef NUM_HIDDEN_LAYERS_128
#undef NUM_FEATURES_128
#undef NUM_LAYER_0_UNITS_128
@@ -2696,8 +2700,6 @@
},
};
-static const float full_pixel_motion_search_based_split_thresh_64 = 2.0f;
-
#undef NUM_HIDDEN_LAYERS_64
#undef NUM_FEATURES_64
#undef NUM_LAYER_0_UNITS_64
@@ -2761,8 +2763,6 @@
},
};
-static const float full_pixel_motion_search_based_split_thresh_32 = 2.0f;
-
#undef NUM_HIDDEN_LAYERS_32
#undef NUM_FEATURES_32
#undef NUM_LAYER_0_UNITS_32
@@ -2826,8 +2826,6 @@
},
};
-static const float full_pixel_motion_search_based_split_thresh_16 = 2.0f;
-
#undef NUM_HIDDEN_LAYERS_16
#undef NUM_FEATURES_16
#undef NUM_LAYER_0_UNITS_16
@@ -2892,231 +2890,232 @@
},
};
-static const float full_pixel_motion_search_based_split_thresh_8 = 2.0f;
-
-#undef NUM_HIDDEN_LAYERS_8
-#undef NUM_FEATURES_8
-#undef NUM_LAYER_0_UNITS_8
-#undef NUM_LOGITS_8
#endif
-// simple_motion_search_prune_rect
-// Thresholds
-static float simple_motion_search_prune_rect_thresh_128 = 0.0110f;
-static float simple_motion_search_prune_rect_thresh_64 = 0.0474f;
-static float simple_motion_search_prune_rect_thresh_32 = 0.0293f;
-static float simple_motion_search_prune_rect_thresh_16 = 0.0180f;
-static float simple_motion_search_prune_rect_thresh_8 = 0.0f;
+// Model based on simple_motion_search
-// Fature Mean and STD
-static const float simple_motion_search_prune_rect_mean_128[21] = {
- 11.604144f, 11.682196f, 3.7685435f, 3.7804017f, 7.8815756f, 7.9477367f,
- 0.0f, 0.0f, 13.777283f, 13.947528f, 9.778015f, 9.928518f,
- 13.281822f, 13.399953f, 4.8135943f, 4.8724947f, 15.4357195f, 15.643948f,
- 5.396575f, 0.32303867f, 0.67696136f
+// Thresholds for doing a single type of partition
+// TODO(chiyotsai@google.com): Set the thresholds for PARTITION_SPLIT.
+static const float simple_motion_search_prune_part_only_thresh_128[10] = {
+ 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f
+};
+static const float simple_motion_search_prune_part_only_thresh_64[10] = {
+ 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f
+};
+static const float simple_motion_search_prune_part_only_thresh_32[10] = {
+ 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f
+};
+static const float simple_motion_search_prune_part_only_thresh_16[10] = {
+ 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f
+};
+static const float simple_motion_search_prune_part_only_thresh_8[10] = {
+ 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f
};
-static const float simple_motion_search_prune_rect_std_128[21] = {
- 2.37926165f, 2.39487077f, 5.55090993f, 5.56816496f, 5.86562017f, 5.91202901f,
- 0.f, 0.f, 3.023728f, 3.09614066f, 7.2767266f, 7.38752563f,
- 2.86607484f, 2.92342436f, 7.11769239f, 7.21289304f, 3.04497061f, 3.11716899f,
- 2.16907162f, 0.46764017f, 0.46764017f
+// Thresholds for pruning a partition type
+// TODO(chiyotsai@google.com): Retune the thresholds for rectangular partition.
+static const float simple_motion_search_prune_part_prune_thresh_128[10] = {
+ 0.0f, 0.0110f, 0.0110f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f
+};
+static const float simple_motion_search_prune_part_prune_thresh_64[10] = {
+ 0.0f, 0.0110f, 0.0110f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f
+};
+static const float simple_motion_search_prune_part_prune_thresh_32[10] = {
+ 0.0f, 0.0110f, 0.0110f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f
+};
+static const float simple_motion_search_prune_part_prune_thresh_16[10] = {
+ 0.0f, 0.0110f, 0.0110f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f
+};
+static const float simple_motion_search_prune_part_prune_thresh_8[10] = {
+ 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f
};
-static const float simple_motion_search_prune_rect_mean_64[21] = {
- 9.546619f, 9.643238f, 8.884359f, 8.972756f, 7.794842f, 7.8717923f,
- 7.1152596f, 7.1850014f, 10.407013f, 10.490796f, 8.493282f, 8.560566f,
- 10.409792f, 10.496752f, 9.690868f, 9.771279f, 11.277545f, 11.354459f,
- 5.4520044f, 0.18779919f, 0.069017194f
+// Mean and std
+static const float simple_motion_search_prune_part_mean_128[19] = {
+ 11.561261f, 11.626691f, 10.820066f, 10.880652f, 11.193911f,
+ 11.269741f, 10.509796f, 10.584754f, 12.659430f, 12.724323f,
+ 12.254200f, 12.326454f, 12.632568f, 12.694887f, 11.814313f,
+ 11.872458f, 13.690346f, 13.753730f, 5.165726f,
+};
+static const float simple_motion_search_prune_part_std_128[19] = {
+ 2.434728f, 2.429037f, 3.701918f, 3.709713f, 3.288111f, 3.286657f, 4.174337f,
+ 4.185339f, 2.531916f, 2.540137f, 3.488878f, 3.496263f, 2.459336f, 2.460739f,
+ 3.919058f, 3.930766f, 2.511685f, 2.524923f, 2.257989f,
+};
+static const float simple_motion_search_prune_part_mean_64[19] = {
+ 10.073195f, 10.158249f, 9.627341f, 9.708094f, 9.002025f,
+ 9.076430f, 8.597153f, 8.668316f, 11.021699f, 11.097507f,
+ 9.852887f, 9.919513f, 11.007151f, 11.085718f, 10.525035f,
+ 10.599575f, 11.936800f, 12.007580f, 4.860905f,
+};
+static const float simple_motion_search_prune_part_std_64[19] = {
+ 2.272113f, 2.256767f, 3.023892f, 3.027094f, 3.794186f, 3.808349f, 4.143885f,
+ 4.164291f, 2.262401f, 2.249636f, 4.039632f, 4.053496f, 2.234799f, 2.219867f,
+ 3.136350f, 3.139975f, 2.199973f, 2.187191f, 2.185985f,
+};
+static const float simple_motion_search_prune_part_mean_32[19] = {
+ 8.499073f, 8.600074f, 8.508158f, 8.611221f, 8.498978f, 8.599821f, 8.506126f,
+ 8.609448f, 9.481358f, 9.569901f, 9.481697f, 9.569918f, 9.469805f, 9.557789f,
+ 9.483047f, 9.572816f, 10.416696f, 10.496502f, 4.413157f,
+};
+static const float simple_motion_search_prune_part_std_32[19] = {
+ 2.129560f, 2.117602f, 2.115962f, 2.104043f, 2.136564f, 2.125870f, 2.125247f,
+ 2.114250f, 2.146261f, 2.134374f, 2.160289f, 2.149360f, 2.116179f, 2.103744f,
+ 2.099453f, 2.087138f, 2.115011f, 2.101419f, 2.024279f,
+};
+static const float simple_motion_search_prune_part_mean_16[19] = {
+ 6.990048f, 7.116367f, 6.883459f, 7.007796f, 6.993151f, 7.119445f, 6.886147f,
+ 7.010345f, 7.994230f, 8.099907f, 7.998478f, 8.104088f, 7.988468f, 8.092865f,
+ 7.868373f, 7.971079f, 8.946122f, 9.037547f, 3.976610f,
+};
+static const float simple_motion_search_prune_part_std_16[19] = {
+ 1.963746f, 1.954729f, 2.127820f, 2.126451f, 1.963392f, 1.955016f, 2.126736f,
+ 2.126004f, 1.991209f, 1.981070f, 1.992683f, 1.983143f, 1.986913f, 1.977408f,
+ 2.200119f, 2.197786f, 1.997332f, 1.986091f, 1.829684f,
+};
+static const float simple_motion_search_prune_part_mean_8[19] = {
+ 5.362649f, 5.561670f, 5.362880f, 5.564151f, 5.365307f, 5.565139f, 5.365830f,
+ 5.567452f, 6.453082f, 6.598073f, 6.458814f, 6.604363f, 6.454421f, 6.599441f,
+ 6.458431f, 6.604804f, 7.469143f, 7.585015f, 3.625800f,
+};
+static const float simple_motion_search_prune_part_std_8[19] = {
+ 1.846273f, 1.835266f, 1.846272f, 1.834365f, 1.836967f, 1.826428f, 1.837247f,
+ 1.825985f, 1.886601f, 1.874138f, 1.874622f, 1.862656f, 1.877218f, 1.865398f,
+ 1.874494f, 1.862057f, 1.896421f, 1.883210f, 1.670200f,
};
-static const float simple_motion_search_prune_rect_std_64[21] = {
- 2.23464762f, 2.21863539f, 3.21971256f, 3.23065164f, 4.18375011f, 4.21000297f,
- 4.53527463f, 4.56834182f, 2.21565913f, 2.2037133f, 4.46751945f, 4.49201358f,
- 2.20418352f, 2.19160329f, 3.37069652f, 3.38308883f, 2.16617912f, 2.15762416f,
- 2.1803145f, 0.39055183f, 0.25348345f
-};
-
-static const float simple_motion_search_prune_rect_mean_32[21] = {
- 8.275947f, 8.388577f, 8.292438f, 8.407772f, 8.279809f, 8.392666f,
- 8.28561f, 8.401827f, 9.224074f, 9.3211355f, 9.226464f, 9.323693f,
- 9.212805f, 9.309509f, 9.233987f, 9.332952f, 10.133105f, 10.220646f,
- 4.6501865f, 0.0f, 0.0f
-};
-
-static const float simple_motion_search_prune_rect_std_32[21] = {
- 2.09335807f, 2.08341914f, 2.07920105f, 2.06925832f, 2.10582478f, 2.09748485f,
- 2.08927523f, 2.08082628f, 2.11305703f, 2.10245119f, 2.12675492f, 2.11696847f,
- 2.08239718f, 2.07103501f, 2.06091744f, 2.04943504f, 2.08402831f, 2.07140636f,
- 2.02292239f, 10000000.0f, 1000000.0f
-};
-
-static const float simple_motion_search_prune_rect_mean_16[21] = {
- 6.9436703f, 7.0858636f, 6.830941f, 6.9708f, 6.951976f, 7.09403f,
- 6.834843f, 6.974434f, 7.936405f, 8.054485f, 7.9468045f, 8.064759f,
- 7.933151f, 8.049844f, 7.806229f, 7.921054f, 8.88205f, 8.984465f,
- 3.982615f, 0.0f, 0.0f
-};
-
-static const float simple_motion_search_prune_rect_std_16[21] = {
- 1.98710805f, 1.98327083f, 2.16578f, 2.17021027f, 1.98690513f, 1.98316086f,
- 2.16677687f, 2.17170578f, 2.0234987f, 2.01648209f, 2.02484412f, 2.01804831f,
- 2.0183788f, 2.01223316f, 2.24933317f, 2.25114926f, 2.03808057f, 2.02950528f,
- 1.85362437f, 1000000.0f, 1000000.0f
-};
-
-static const float simple_motion_search_prune_rect_mean_8[21] = {
- 5.30744f, 5.5219445f, 5.307067f, 5.5238867f, 5.309048f, 5.52433f,
- 5.3082213f, 5.5255504f, 6.3853498f, 6.5441704f, 6.389904f, 6.549225f,
- 6.388841f, 6.5474386f, 6.39165f, 6.5517707f, 7.383806f, 7.512947f,
- 3.6749654f, 0.0f, 0.0f
-};
-
-static const float simple_motion_search_prune_rect_std_8[21] = {
- 1.84657375f, 1.83810653f, 1.84723929f, 1.83793395f, 1.83993859f, 1.83183525f,
- 1.84099489f, 1.83202961f, 1.89125934f, 1.87992053f, 1.88265554f, 1.87171106f,
- 1.88345242f, 1.87305873f, 1.88187027f, 1.87079384f, 1.91317406f, 1.90146775f,
- 1.71587616f, 1000000.0f, 1000000.0f
-};
-
-// Model Parameters
// BLOCK_128X128
#define NUM_HIDDEN_LAYERS_128 1
-#define NUM_FEATURES_128 21
+#define NUM_FEATURES_128 19
#define NUM_LAYER_0_UNITS_128 24
-#define NUM_LOGITS_128 3
+#define NUM_LOGITS_128 4
-static const float simple_motion_search_prune_rect_layer_0_bias_128[] = {
- -1.03082f, -1.44423f, -0.0663546f, -0.273647f, -0.0271498f, -0.84201f,
- -0.45019f, -0.581675f, -0.161953f, 0.583636f, -1.48401f, -1.61788f,
- -0.828226f, -0.567531f, -0.888807f, -0.688982f, -1.42025f, -0.930348f,
- -1.24374f, -0.207484f, -1.30764f, -0.753248f, -1.02665f, 0.230935f
+static const float simple_motion_search_prune_part_logits_kernel_128[] = {
+ -0.12815f, -1.2107f, 0.525183f, 0.379155f, -2.04966f, -0.212818f,
+ -0.0609484f, -0.119338f, 1.07054f, -0.0304129f, 0.563817f, -0.0204729f,
+ 0.757013f, 0.464791f, 0.191185f, 0.183903f, -2.71738f, 1.41455f,
+ -0.449089f, -0.0344047f, 0.349133f, -0.945292f, 0.63729f, -0.973444f,
+ -0.203447f, -19.7875f, -12.7536f, -0.260806f, 0.934733f, -3.17648f,
+ -1.11806f, -4.63145f, -16.0947f, -24.203f, -2.94649f, -8.34109f,
+ -0.720804f, -5.16623f, -0.443715f, 0.510014f, -4.2846f, -11.2272f,
+ 0.187633f, -10.0189f, -0.915574f, -0.235434f, -2.57912f, 0.151642f,
+ -0.180428f, -0.110439f, 0.349015f, -1.83906f, -3.38461f, -0.309185f,
+ -9.3706f, -5.54824f, 0.45334f, -8.48801f, 0.392325f, -4.19948f,
+ -0.535814f, -4.92133f, 0.0159878f, 0.275078f, -2.65358f, 1.32524f,
+ -0.761795f, -14.782f, -4.15338f, -0.177581f, -0.158376f, -0.0832793f,
+ 0.226712f, -0.349409f, 0.0529463f, -0.412873f, -0.241807f, 0.19054f,
+ 0.79237f, 0.218937f, -1.60466f, 0.845653f, -0.287058f, 0.766271f,
+ -0.455829f, 0.00261991f, 0.506805f, -0.0593004f, 2.25348f, -2.29282f,
+ 0.0491916f, 0.38261f, -0.281848f, -0.17802f, -0.472124f, 0.204326f
};
-static const float simple_motion_search_prune_rect_logits_bias_128[] = {
- 0.0329258f, 0.184642f, -0.149705f
+static const float simple_motion_search_prune_part_layer_0_kernel_128[] = {
+ 0.485797f, -0.326149f, 0.238042f, -1.41255f, -0.00899515f,
+ -0.715324f, 0.623049f, 0.502229f, 0.54064f, -0.0667834f,
+ 0.0591777f, -0.435869f, 0.221466f, -0.222184f, 0.696493f,
+ -0.514433f, -0.771882f, -0.080914f, -1.58162f, -0.214871f,
+ -0.0141856f, -0.566004f, -1.01071f, -0.0400122f, -0.212581f,
+ 0.144009f, 0.156065f, 0.419812f, 0.351579f, -0.0363798f,
+ 0.272286f, 0.177348f, 0.643484f, -0.686943f, -1.5021f,
+ -0.283203f, -0.317958f, 0.834615f, 1.18195f, 0.704402f,
+ 0.723567f, 0.0765064f, 0.0998969f, 0.358114f, -0.471958f,
+ -0.33568f, -0.0455057f, 0.0659417f, 0.717502f, 1.40203f,
+ -1.78214f, -1.00743f, -0.217992f, -0.244456f, -0.681988f,
+ 0.199185f, 1.27797f, 0.744351f, 0.853728f, 0.976386f,
+ 1.5212f, 0.246886f, 0.458125f, -0.278508f, -0.601164f,
+ -0.874409f, -0.0882617f, -0.93093f, -0.0279819f, 0.289613f,
+ -0.795015f, 1.2224f, 0.464495f, -0.996107f, -1.05131f,
+ 0.780663f, 1.70779f, -0.122481f, 2.64976f, 0.284897f,
+ -0.129159f, -0.0472128f, 0.190105f, 0.549306f, -0.829239f,
+ -2.87392f, 0.0735607f, -1.00692f, -0.0171315f, 0.217386f,
+ 0.715055f, 1.2976f, -0.387801f, -0.301424f, -0.265159f,
+ 0.381381f, -0.637641f, 0.424966f, 0.317794f, 1.99832f,
+ 0.604094f, 0.444838f, 0.354898f, -0.2603f, -0.625206f,
+ 1.37372f, 0.474128f, 1.47492f, -0.318267f, -0.32122f,
+ -1.29434f, 0.426303f, -0.604944f, -2.33438f, -1.33476f,
+ -2.13254f, 2.28472f, 0.844804f, 0.366394f, 0.148218f,
+ -0.0996413f, -0.665787f, 1.30951f, 0.447868f, -0.160892f,
+ 0.336539f, -0.461251f, -0.940939f, 1.9886f, 0.774578f,
+ -0.0274317f, -0.288034f, -0.188082f, 0.296018f, -0.171846f,
+ 0.245583f, 0.39913f, -0.0544446f, 0.823534f, 0.215969f,
+ -0.393239f, -0.208693f, -0.336752f, 0.258191f, 1.03315f,
+ -0.0356378f, -0.35999f, 0.48529f, 1.09123f, -0.243654f,
+ 0.131594f, -2.5832f, 1.26485f, -0.700618f, 0.466223f,
+ -0.525984f, 2.19872f, 0.685663f, 1.40228f, 1.10528f,
+ 0.0451285f, -0.39981f, -0.644025f, -1.31137f, 0.836056f,
+ -0.884238f, 0.394441f, -0.16017f, -1.45246f, -1.24252f,
+ 0.195623f, 0.716485f, -0.0522381f, 0.271321f, 0.560211f,
+ 0.685537f, -0.117774f, -0.227596f, 0.346762f, -0.402137f,
+ 0.00528979f, 0.756388f, 0.181091f, -0.513235f, -0.354307f,
+ 1.04355f, -0.114563f, 0.457349f, -0.525175f, -1.306f,
+ -1.57685f, -1.69919f, 0.393799f, 1.35822f, -0.496799f,
+ 0.102504f, -0.0950497f, 0.518029f, 0.211844f, 0.385925f,
+ 0.366614f, 0.52377f, -0.22419f, -0.209355f, 0.343361f,
+ 0.0535484f, 0.320409f, 0.467987f, -0.00542184f, -1.02011f,
+ 0.488822f, -0.248647f, 0.113298f, -0.665206f, 0.374419f,
+ 0.731859f, 1.20004f, -0.000319085f, -0.000491633f, -0.260543f,
+ 0.804927f, -0.410925f, 0.960751f, 0.281493f, 0.607288f,
+ -0.681745f, -0.0925707f, -2.06876f, -0.52926f, 0.864695f,
+ -0.712922f, 0.706643f, -0.651177f, -0.231887f, -0.318515f,
+ 0.0635488f, -0.183294f, -0.589271f, 0.288583f, 0.38702f,
+ 0.582912f, 0.225519f, 1.23027f, 0.108471f, 1.3328f,
+ 0.689896f, -2.21988f, -0.337789f, -0.762238f, 1.79149f,
+ 0.840519f, 0.825442f, 0.460811f, 0.434437f, 2.13268f,
+ -0.341805f, -0.139746f, -1.66773f, -0.583511f, -0.238547f,
+ 0.156871f, 0.719404f, 1.05882f, -0.173445f, -0.867368f,
+ 0.170469f, 1.57755f, 1.36095f, -0.418987f, -0.396689f,
+ 0.289496f, -0.292606f, 0.688943f, 0.176553f, 0.853828f,
+ 1.19608f, -0.557087f, -0.58118f, 1.12805f, 0.232023f,
+ -0.167864f, -0.222265f, -0.719284f, -0.802184f, -2.85383f,
+ -1.01816f, -1.344f, -0.154875f, 0.308999f, -0.62822f,
+ 0.389045f, -0.498046f, -0.0646747f, 0.056343f, 0.188288f,
+ 0.493475f, 0.241337f, 0.122423f, -0.506522f, 0.0492923f,
+ 0.0642163f, -0.508636f, 0.0328815f, 0.78567f, 0.224673f,
+ 0.627972f, 0.759423f, 1.16089f, 1.28274f, 1.19646f,
+ 1.63401f, 1.56657f, -0.131442f, -0.423053f, -0.599536f,
+ -1.20933f, 0.0438751f, -0.538444f, -0.749136f, -0.769951f,
+ -1.06683f, -1.66474f, 0.136208f, 1.35745f, -0.960854f,
+ 2.32612f, 0.349384f, 1.04506f, -0.888194f, 1.28114f,
+ 0.579831f, 0.53927f, -1.07214f, 0.456708f, -0.884062f,
+ 0.789767f, -0.776746f, -0.0143946f, -0.930974f, -0.632568f,
+ -1.487f, 0.0284456f, -0.865849f, -1.51263f, 0.117335f,
+ -0.671304f, -0.367558f, -0.650224f, 1.09562f, 0.246097f,
+ 0.461775f, -0.722606f, 0.0886829f, -0.490978f, 1.92718f,
+ 0.864959f, 0.0705385f, -0.543902f, 1.4704f, -0.643494f,
+ 0.194486f, 0.890657f, 0.901154f, -0.458931f, 0.209679f,
+ 0.303869f, -0.167078f, 1.60197f, 1.05005f, -0.499959f,
+ 0.930484f, -0.555236f, -0.778482f, -0.772935f, -0.590988f,
+ -0.122397f, -0.346605f, 0.100747f, -0.237732f, -0.180927f,
+ 0.136491f, -0.230076f, 1.52049f, 1.70212f, 0.415758f,
+ -0.811552f, 0.570249f, 1.73167f, 0.808393f, -1.28608f,
+ 0.518307f, 0.601205f, 0.258751f, -0.498631f, -0.790802f,
+ -0.465072f, -0.507542f, 0.312956f, -0.485421f, -0.0525576f,
+ 0.24136f, -0.201595f, -0.721587f, 0.190955f, -0.123108f,
+ -0.263243f, -0.36142f, -0.105093f, 0.0651603f, 0.240065f,
+ 0.241104f, -0.238277f, -1.11714f, 1.50723f, 0.443715f,
+ 1.83051f, 1.29719f, -0.0367089f, 1.57883f, 1.96011f,
+ 0.0373268f, 0.480469f, 0.497726f, 1.47078f, -0.359254f,
+ 0.120578f, -0.651964f, -0.537215f, -1.20527f, -0.374681f,
+ -0.443443f, -0.39421f, 0.688228f, 0.0989643f, -1.28785f,
+ -1.24392f, -0.165236f, 1.1812f, -0.76329f, 1.44085f,
+ -0.540544f, 0.0958765f, -0.31224f, 0.471211f, -0.997358f,
+ 1.16174f, -0.948466f, 0.660749f, -0.574517f, 1.42706f,
+ -0.477758f, 0.509914f, -0.930534f, 0.722869f, -0.955477f,
+ -0.383073f
};
-static const float simple_motion_search_prune_rect_layer_0_kernel_128[] = {
- 1.21707f, 0.767617f, 0.998833f, 0.748885f, 0.730957f,
- 0.861834f, -0.338539f, 0.013964f, -0.0727181f, 0.37719f,
- 0.736542f, 0.970103f, -1.53509f, -1.79112f, 0.303347f,
- -0.0237058f, -0.468634f, -0.314464f, -0.0506157f, 0.205808f,
- -0.566808f, 0.260802f, -0.321415f, 1.08033f, 0.664636f,
- 1.14234f, 1.45592f, 0.105783f, -0.319643f, -0.969693f,
- -0.128036f, 0.464112f, 0.214481f, 0.0348054f, -0.795667f,
- 0.804816f, 0.766327f, -0.661083f, -0.320675f, 1.09434f,
- 0.426732f, -0.515712f, 0.556748f, 1.02103f, 0.0789273f,
- -0.212123f, 0.968215f, 1.24967f, -0.170443f, 0.0887567f,
- -0.236266f, 0.622019f, -0.0482016f, 1.21882f, -0.610779f,
- 0.207403f, -0.298613f, 0.289028f, -0.727855f, -0.537925f,
- -0.129818f, -0.209714f, -0.260345f, 0.977842f, 1.51966f,
- -0.848417f, -0.344469f, -0.612265f, -0.844221f, -0.181775f,
- -0.0752922f, 0.132546f, 1.39445f, 0.176311f, 0.0865965f,
- 0.0885483f, 1.18521f, 0.271723f, -0.00613283f, 0.167888f,
- -0.262459f, -1.83077f, 0.0367826f, -0.187464f, -0.448555f,
- 0.402736f, -0.41658f, -0.772893f, -0.573372f, -0.270687f,
- 0.0525691f, -0.0195788f, 0.906929f, 0.925847f, -0.670372f,
- -0.695974f, -0.0617974f, -0.127294f, 0.518828f, 0.331416f,
- -1.08477f, -0.828586f, 0.786335f, 0.121287f, -0.287118f,
- 0.12047f, 0.0770493f, -0.206039f, -0.686495f, -2.20468f,
- -0.0053142f, 0.0421935f, -0.228364f, 0.262388f, -0.154042f,
- 0.56318f, 0.25525f, 0.797393f, 1.38502f, -0.70006f,
- -0.25912f, 0.115122f, -0.425162f, -0.82411f, -0.465218f,
- 0.576937f, 0.340786f, -0.494503f, -1.68303f, -1.89255f,
- -0.734966f, -1.50882f, 0.152946f, 0.0355278f, 0.429251f,
- 0.8991f, -1.10166f, -0.722933f, 0.544538f, -1.01641f,
- -0.159005f, -0.0412827f, 0.392484f, 0.0540428f, 0.136978f,
- 0.333809f, -0.595976f, -0.639076f, 0.149363f, -0.545998f,
- -0.358742f, -0.734408f, -1.05771f, 0.304367f, 0.234233f,
- 1.4708f, 1.52837f, 0.498601f, -0.155039f, -0.749137f,
- 0.645608f, -0.313543f, -0.320999f, 0.356842f, 0.0702166f,
- -1.02796f, 0.92566f, -1.18203f, -0.22097f, 1.37971f,
- -0.296376f, -0.0254071f, 0.0205492f, 1.19537f, -0.286633f,
- 0.296902f, -0.444691f, 0.976126f, -0.0065986f, 1.20317f,
- -1.10465f, -0.295417f, 0.48273f, 0.48458f, -0.406933f,
- 1.46102f, -1.04861f, 1.01175f, -0.946596f, 1.66844f,
- -0.246026f, -0.57829f, -0.89914f, 0.289559f, -0.188926f,
- 0.206735f, -0.272003f, -0.327669f, -0.113352f, -0.713005f,
- -0.363715f, 1.25897f, 0.450371f, -1.0458f, -0.752533f,
- -0.0799224f, 1.02614f, -1.08083f, -0.536049f, 0.504551f,
- 0.213136f, 0.115929f, 0.523182f, 0.714035f, 1.02583f,
- 1.6386f, 0.00803417f, 0.0973748f, -0.217814f, 0.71939f,
- -0.140389f, -0.488582f, -1.24631f, 0.803631f, 0.138188f,
- 0.0333013f, -0.519193f, -0.483745f, -0.36371f, 0.1839f,
- 0.0352195f, -0.591134f, 0.139432f, -2.00368f, -1.46711f,
- -0.268942f, 0.150863f, 0.00577831f, -0.257733f, 0.454567f,
- -0.046806f, 0.105841f, -0.411153f, -0.58749f, 0.328028f,
- 0.132938f, 0.454583f, 0.455181f, -0.383746f, 0.786252f,
- 1.31958f, -1.28544f, -1.38559f, -1.99272f, 1.35343f,
- 0.895747f, 0.27401f, 0.0801937f, 0.0635348f, 0.246139f,
- 1.97013f, 1.48526f, 0.0988332f, -0.0769758f, 0.0800849f,
- 0.181255f, -0.265881f, -0.135451f, 0.0176318f, -0.221732f,
- -0.193488f, 0.158928f, -0.0669842f, 0.202504f, 0.61163f,
- -0.744555f, -0.594422f, -0.398642f, -0.637939f, -0.324602f,
- 0.148604f, 1.22074f, 1.31154f, -1.01658f, -1.28208f,
- -0.129768f, -0.206114f, 0.60629f, 0.366167f, -0.134153f,
- -0.0929645f, -0.470631f, 0.518892f, -0.733017f, -0.111685f,
- -0.204559f, -0.267483f, -0.265051f, 1.32226f, 1.13088f,
- -0.00946599f, -0.272144f, -0.362412f, -0.672511f, -0.652476f,
- -0.546448f, 0.0253537f, -0.153191f, -0.824345f, -0.714531f,
- -0.0305819f, 0.230982f, -1.10796f, -0.288268f, -0.0650801f,
- 1.1042f, -0.245663f, 0.804774f, 0.986003f, 0.861027f,
- -0.126863f, -0.257142f, 0.160107f, -0.725933f, -1.33207f,
- -0.0114378f, 0.182624f, 0.829975f, 0.00865911f, 0.206114f,
- 0.000599693f, -0.7338f, -1.62608f, 0.411364f, -0.703702f,
- 0.192228f, 0.960493f, 0.889854f, 0.561844f, 0.833141f,
- 0.445264f, 0.438172f, 0.269368f, -0.174156f, -1.11718f,
- -0.690091f, -0.119548f, -0.430536f, 0.3507f, 0.804611f,
- 0.298009f, -0.257488f, -0.887408f, -0.500912f, -0.217641f,
- -0.338373f, 0.20756f, 0.248316f, -0.750743f, 0.310385f,
- 0.00491777f, 0.331145f, -0.356869f, 0.356782f, 0.0577628f,
- -0.0513289f, 0.325407f, -0.12384f, 0.723623f, -1.34327f,
- -1.12374f, 0.183475f, 0.0640967f, 0.113537f, -0.315936f,
- 1.61401f, -0.294137f, 0.306785f, 0.605552f, 0.199964f,
- 0.526132f, 0.947164f, 0.685252f, 0.646895f, -0.338617f,
- -0.00734127f, 0.648188f, -1.00204f, 0.00213791f, 0.679308f,
- -0.202302f, -0.46856f, 0.848246f, 0.597811f, -0.0631533f,
- -0.324955f, 1.33773f, -0.0374205f, -0.454397f, -0.397027f,
- -0.228798f, 0.0115105f, -0.392123f, 0.701074f, 0.442658f,
- -0.174989f, -0.156202f, -0.186211f, -1.02877f, -0.1514f,
- -0.886684f, 0.715379f, 0.868128f, -0.203152f, -0.359135f,
- 1.16497f, 0.602318f, 0.669703f, -0.6824f, 1.20655f,
- -0.170322f, -0.110273f, 1.14943f, 1.07666f, 0.79441f,
- 0.817437f, -0.103962f, -0.235231f, -0.228969f, -1.00497f,
- -0.219239f, -0.318307f, 0.303288f, 1.58335f, -0.424882f,
- -0.537245f, 1.51033f, 0.323441f, -0.159631f, -0.074288f,
- 0.354562f, 1.4227f, 0.604905f, -0.834905f, -0.84153f,
- -0.488386f, -0.75274f, 0.167785f, -0.237989f, -0.55223f,
- 0.895587f, -0.401557f, -0.235388f, 0.673556f, -1.4807f,
- -1.18495f, -1.03931f, -0.719854f, 0.556845f, -0.053345f,
- 0.72716f, -1.11511f, 0.490595f, 0.283416f, 1.35235f,
- 0.549703f, 1.08873f, 0.360714f, 0.237269f, -0.320985f,
- 0.251012f, -0.88053f, 0.609055f, 0.0685435f, -0.0673053f,
- -0.145312f, 0.203616f, 0.0716763f, 0.781634f, -0.624368f,
- -2.14444f, -0.00187426f, 0.179946f, 1.42648f, 1.27037f,
- 0.465913f, 0.820793f, -1.60283f, -0.699741f, -0.314398f,
- -0.309158f, 0.277909f, -0.0981238f, 0.558628f, 0.862353f,
- -1.26681f, -1.18465f, 0.348659f, 0.272992f, -0.36775f,
- -0.342381f, 0.155123f, -0.34212f, 0.436529f
+static const float simple_motion_search_prune_part_logits_bias_128[] = {
+ 0.814703f, -1.18485f, -1.49788f, -0.0054509f
};
-static const float simple_motion_search_prune_rect_logits_kernel_128[] = {
- -1.66602f, 0.424545f, -45.8807f, -0.0704016f, 0.149002f, -1.41176f,
- -0.984448f, -0.903546f, 1.55762f, -2.60542f, -12.5839f, 1.55755f,
- -1.99348f, -0.0172324f, -10.8159f, 0.536906f, 0.0313958f, -0.513672f,
- 0.0266578f, -0.768594f, 0.826601f, -3.59099f, -1.54627f, 0.287491f,
- 0.870765f, -0.304472f, 0.785962f, -0.437929f, -0.170165f, 1.02601f,
- 0.968915f, -0.446069f, 0.635064f, -0.0501538f, -1.07004f, -1.43273f,
- 0.210884f, -14.4229f, 0.159498f, -0.0865989f, -1.28704f, 0.337704f,
- 1.80598f, -0.157148f, 0.811136f, 1.36998f, -0.437967f, -1.94766f,
- -0.506979f, 0.245296f, 0.164039f, 0.855018f, 0.410343f, -0.795219f,
- -0.0400102f, 0.353871f, -0.622041f, 0.951203f, 0.806822f, 0.071401f,
- 0.490487f, 0.125621f, 0.634072f, -0.464813f, -0.0219197f, -0.254174f,
- 0.0230487f, 0.130726f, -0.487066f, -0.536771f, 0.923402f, -0.0148827f
+static const float simple_motion_search_prune_part_layer_0_bias_128[] = {
+ -0.283185f, -2.5867f, -2.07531f, -2.31513f, -1.85869f, -0.310685f,
+ -0.802324f, 0.056964f, -1.43881f, 2.84016f, -1.15494f, -2.30652f,
+ 0.015622f, 0.303776f, 0.774322f, -1.25979f, -2.37144f, -1.35687f,
+ 0.743607f, 0.768569f, -1.09908f, -0.470101f, -0.615497f, 1.04214f
};
-static const NN_CONFIG simple_motion_search_prune_rect_nn_config_128 = {
+static const NN_CONFIG simple_motion_search_prune_part_nn_config_128 = {
NUM_FEATURES_128,
NUM_LOGITS_128,
NUM_HIDDEN_LAYERS_128,
@@ -3124,12 +3123,12 @@
NUM_LAYER_0_UNITS_128,
},
{
- simple_motion_search_prune_rect_layer_0_kernel_128,
- simple_motion_search_prune_rect_logits_kernel_128,
+ simple_motion_search_prune_part_layer_0_kernel_128,
+ simple_motion_search_prune_part_logits_kernel_128,
},
{
- simple_motion_search_prune_rect_layer_0_bias_128,
- simple_motion_search_prune_rect_logits_bias_128,
+ simple_motion_search_prune_part_layer_0_bias_128,
+ simple_motion_search_prune_part_logits_bias_128,
},
};
@@ -3140,122 +3139,161 @@
// BLOCK_64X64
#define NUM_HIDDEN_LAYERS_64 1
-#define NUM_FEATURES_64 21
-#define NUM_LAYER_0_UNITS_64 20
-#define NUM_LOGITS_64 3
+#define NUM_FEATURES_64 19
+#define NUM_LAYER_0_UNITS_64 24
+#define NUM_LOGITS_64 10
-static const float simple_motion_search_prune_rect_layer_0_bias_64[] = {
- -0.474538f, 0.182615f, -0.116926f, -0.31614f, 0.458541f,
- -0.462508f, 0.0110579f, -0.937514f, -0.776792f, -0.749243f,
- -0.40515f, 0.453758f, -0.181677f, -0.271274f, -0.634132f,
- -0.0814499f, -0.363025f, -0.747829f, -0.598476f, 0.553188f
+static const float simple_motion_search_prune_part_logits_kernel_64[] = {
+ -2.71432f, 0.853994f, 0.740156f, -0.30982f, -0.448512f, 0.0984177f,
+ -0.664821f, -0.150188f, 0.104798f, 1.27746f, 0.217043f, -0.553914f,
+ -0.985639f, 1.99904f, -0.994877f, 0.0697683f, 0.64856f, -0.412276f,
+ -0.740292f, 0.93851f, 0.647461f, 0.874707f, -1.06881f, 0.704589f,
+ 0.641148f, -0.23997f, -0.0955951f, 0.249869f, -0.240726f, 0.420737f,
+ -0.558423f, -0.863005f, 0.981276f, -0.520796f, 0.206416f, -0.0512005f,
+ -0.76665f, -0.341038f, -0.727661f, 0.348269f, -0.0786858f, -0.370214f,
+ -0.292226f, -0.106107f, 0.262638f, 1.0065f, 0.558744f, -0.0492801f,
+ -1.22877f, 0.225909f, 0.485238f, -0.009513f, -0.299224f, -0.405938f,
+ -0.379131f, 0.0190173f, -0.66387f, 0.846164f, 0.298606f, -0.811507f,
+ -0.0853147f, -0.146277f, 0.0860954f, 0.151524f, 0.239613f, -0.0141985f,
+ 0.684708f, -0.0732401f, -0.709585f, -1.86211f, -0.622393f, -0.503456f,
+ 0.482376f, -0.10075f, -0.449184f, 0.999368f, 0.442391f, -0.60335f,
+ 0.631041f, 0.377315f, -0.141438f, -0.395021f, -0.750439f, 0.79456f,
+ 0.29555f, -1.51727f, 0.964882f, -0.256708f, -0.182677f, 0.727967f,
+ 0.411337f, -0.252901f, -0.546165f, -0.620733f, 0.948828f, 0.187498f,
+ -6.20879f, 0.1671f, -0.131667f, -0.0719152f, -0.101839f, -0.326827f,
+ 0.00418824f, -0.819253f, -0.168854f, -0.588437f, -0.192699f, 0.126879f,
+ -0.0287044f, -0.686708f, -0.445826f, -0.0993483f, -0.682881f, 0.0685043f,
+ -0.472371f, -0.399788f, 0.170985f, -0.164692f, -0.380181f, -0.268889f,
+ -3.16193f, -0.965943f, -0.178737f, -0.517274f, -0.102274f, -0.359742f,
+ 0.0117419f, -0.0690246f, 0.206539f, -1.29449f, 0.0976349f, -0.188444f,
+ 0.160939f, -0.387867f, -0.34513f, -0.221073f, -0.326615f, 0.0302811f,
+ 0.245349f, -0.381586f, 0.0414228f, -0.414076f, 0.0232891f, -0.118837f,
+ -2.81659f, -0.288328f, -0.0328096f, -0.61535f, -0.23593f, -1.16019f,
+ -0.0619081f, 0.0646133f, -0.313036f, -0.390373f, -0.0481636f, 0.0450287f,
+ 0.196415f, -0.717419f, -0.0707908f, -0.2078f, -0.459761f, 0.230835f,
+ -0.0703036f, -0.112402f, -0.170908f, 0.0485359f, -0.237293f, -0.989058f,
+ -2.05295f, 0.134268f, -0.173105f, -0.493955f, -0.28408f, -0.91465f,
+ -0.00206022f, -0.297255f, 0.161636f, -0.52414f, -0.324677f, -0.321039f,
+ 0.188412f, -0.333399f, -0.325067f, -0.024484f, 0.128572f, 0.20541f,
+ -0.0743476f, 0.0762302f, -0.0370672f, -1.53757f, -0.199054f, -0.318512f,
+ -3.41239f, -0.50942f, 0.100088f, 0.395587f, 0.00633016f, 0.851201f,
+ -0.0700995f, -0.685436f, 0.0817234f, -0.632139f, -0.41931f, 0.15613f,
+ -0.201166f, -0.0721472f, -0.239791f, 0.656797f, -0.501886f, -0.160969f,
+ -0.561536f, -0.491154f, -0.213447f, 0.21926f, -0.542261f, 0.594975f,
+ -1.75303f, 0.284615f, -0.0128245f, -0.0316972f, -0.300138f, -0.980628f,
+ -0.332859f, 0.19298f, -0.248332f, 0.445278f, -0.470188f, -0.483686f,
+ 0.361407f, -0.363551f, 0.175335f, -0.401025f, 0.494573f, 0.366983f,
+ 0.302351f, -0.368503f, -0.443071f, -0.562775f, -0.375816f, -0.657459f
};
-static const float simple_motion_search_prune_rect_logits_bias_64[] = {
- 0.126455f, -0.308021f, 0.133681f
+static const float simple_motion_search_prune_part_layer_0_kernel_64[] = {
+ 0.615272f, -0.151592f, 0.346172f, -0.0656032f, 0.212875f,
+ 0.0798838f, -0.146093f, -0.230484f, -0.620322f, 0.0277852f,
+ -0.400931f, -0.777044f, -0.0871401f, -0.248128f, 0.471518f,
+ -0.34174f, -0.149884f, -0.0763207f, 0.900372f, 0.233323f,
+ -0.788699f, 0.28221f, 0.327214f, -0.244877f, -0.414568f,
+ 0.0472988f, 0.168193f, 0.64126f, 0.56686f, -0.318429f,
+ 0.530612f, -0.750709f, 0.0400333f, -0.023951f, -0.0218727f,
+ -0.0449836f, -0.0764245f, -0.070088f, -0.0427561f, -0.0873884f,
+ -0.216423f, 0.622787f, 0.0297492f, -0.233673f, 0.510639f,
+ 0.481654f, -0.234274f, 0.347734f, -0.480302f, 0.832741f,
+ 0.228223f, 0.247019f, -0.32416f, 0.352315f, -1.1491f,
+ 0.00806435f, -0.439654f, 0.151723f, -0.0719021f, 0.463499f,
+ 0.00134313f, 0.0553619f, -0.582163f, -0.215118f, -0.291413f,
+ 0.889738f, 0.284575f, 0.00450409f, -0.896799f, 0.0303598f,
+ 0.187935f, -0.160993f, 0.089854f, 0.0450689f, -0.548899f,
+ -0.10556f, 0.29384f, -0.154158f, 0.423591f, 0.322065f,
+ 0.244633f, -0.320866f, 0.739022f, -0.500495f, 0.595557f,
+ -0.62001f, 0.259688f, 0.114985f, -0.13888f, -0.0737616f,
+ 0.801863f, -0.0606944f, 0.238712f, -0.0636556f, 0.04317f,
+ 0.359843f, -0.273265f, 0.782092f, 0.341857f, 0.884373f,
+ 0.378388f, 0.632049f, 0.633597f, -0.32103f, -1.1014f,
+ -0.852525f, -0.867999f, 0.228625f, 0.444601f, 0.246595f,
+ 0.386288f, -0.341772f, -0.335849f, -0.482717f, 0.00928882f,
+ -0.262618f, 0.497003f, 0.579316f, 0.371681f, -0.440324f,
+ 0.115786f, -0.112295f, 0.07564f, -0.326419f, -0.195152f,
+ 0.315485f, -0.368989f, 0.281852f, 0.418865f, 0.807047f,
+ 0.293759f, -0.129749f, -1.26096f, -0.0526466f, -0.618876f,
+ 0.330563f, 0.26479f, 0.364751f, 0.68361f, 0.500237f,
+ -0.564011f, 0.158277f, -0.214105f, 0.50558f, 0.69422f,
+ -0.172224f, -0.280568f, 0.17241f, -0.500658f, -0.00418558f,
+ -0.420356f, 0.0453594f, 0.00471851f, -0.273979f, 0.355633f,
+ 0.515393f, 0.0699701f, -0.413576f, 0.487255f, -0.388845f,
+ -0.192441f, -0.353274f, -0.1773f, 0.256746f, -0.380197f,
+ 0.023061f, 0.431125f, 1.0368f, -0.0915799f, -0.268898f,
+ 0.0408016f, 0.593356f, 0.308486f, 0.508452f, -0.0623963f,
+ 0.307066f, 0.180916f, 0.326197f, 0.246641f, 0.270665f,
+ -0.145655f, -0.341277f, 0.0218018f, -0.326939f, -0.203528f,
+ -0.25496f, -0.772783f, -0.306114f, -0.79778f, 0.690016f,
+ -0.183109f, -0.076211f, -0.474873f, -0.0219729f, -0.152253f,
+ -0.0315833f, -0.134908f, -0.111871f, 0.0409385f, -0.282586f,
+ -0.101171f, 0.351942f, 0.30023f, 0.369243f, 0.0619639f,
+ -0.170842f, -0.235501f, -0.615927f, 0.883574f, 0.150949f,
+ -0.338489f, -0.213431f, -0.6075f, -0.107739f, -0.251963f,
+ 0.143906f, 0.254205f, -0.260084f, 0.224897f, 0.609902f,
+ 0.5606f, 0.795273f, 0.117204f, 0.345592f, 0.243912f,
+ 0.0626369f, -0.166448f, -0.886364f, -0.280833f, -0.0891074f,
+ 0.0372486f, -0.138729f, 0.120189f, 0.345857f, 0.176341f,
+ 0.481862f, -0.137464f, -0.208001f, 0.621677f, -0.121462f,
+ 0.00445475f, 0.159351f, 0.149918f, 0.198679f, -0.489814f,
+ -0.30931f, -0.39161f, 0.268615f, 0.323864f, 0.770061f,
+ 0.27962f, 0.536173f, 0.122727f, 0.571712f, 0.48351f,
+ -0.13558f, -0.426532f, -0.100426f, -0.209695f, 0.470483f,
+ -0.424789f, 0.0973791f, -0.296483f, -0.302057f, -0.918591f,
+ 0.16328f, 0.0335916f, 0.415762f, -0.235873f, -0.00934998f,
+ -0.0967718f, 0.616418f, 0.0931619f, -0.447975f, 0.156388f,
+ -0.40139f, 0.382807f, -0.578455f, 1.01437f, 0.37469f,
+ -0.986411f, -0.827175f, 0.0344976f, -0.00244486f, -0.142117f,
+ -0.344406f, -0.0124787f, -0.226427f, -0.301835f, -0.705097f,
+ 0.214542f, -0.0346878f, -0.255193f, 0.552685f, -0.104125f,
+ 0.77408f, 0.00984395f, 0.0476041f, -0.244548f, -0.35082f,
+ -0.487322f, 0.700091f, -0.138812f, -0.0110718f, -0.0400376f,
+ 0.254488f, -0.0867923f, -0.215463f, 1.03355f, 0.214947f,
+ 0.385536f, 0.140597f, -0.234973f, -0.0611124f, 1.0974f,
+ 0.463592f, -0.393788f, -0.428132f, -0.14664f, -0.156533f,
+ -0.113426f, -0.111081f, -0.0228256f, 0.354909f, -0.0232978f,
+ 0.177394f, 0.0503901f, -0.220314f, 0.170207f, 0.236719f,
+ 0.681525f, -0.245544f, -0.119278f, -0.258491f, -0.285309f,
+ 0.186384f, -0.119177f, -0.279398f, -0.097341f, -0.324634f,
+ -0.296797f, -1.3325f, 0.147225f, 0.0158408f, -0.0365257f,
+ -0.166737f, -0.159859f, -0.0765398f, 0.0973026f, 0.294529f,
+ -0.16425f, 0.241506f, 0.561487f, 0.799885f, -0.565667f,
+ -0.254387f, -0.360831f, -0.138432f, 0.406999f, 0.463259f,
+ -0.497314f, -0.00549591f, -0.0313973f, -0.386042f, -0.364537f,
+ -0.079987f, 0.148503f, 0.0532473f, -0.0196838f, 0.232687f,
+ 0.212998f, 0.2142f, 0.409001f, -0.104871f, -0.217793f,
+ 0.0161162f, -0.371663f, 0.887427f, 0.420187f, -0.649711f,
+ -0.398999f, 0.448972f, -0.116108f, 0.0444676f, -0.501289f,
+ -0.0410878f, 0.00447241f, -0.402102f, -0.0926268f, -0.254362f,
+ -0.395526f, 0.165273f, 0.339347f, 0.91932f, -0.280113f,
+ 0.320112f, -0.102728f, -0.131682f, -0.566621f, 0.386611f,
+ 0.146975f, 0.333248f, -0.179748f, 0.655328f, 0.222658f,
+ 0.349512f, -0.135588f, -0.22506f, -0.353001f, -0.400244f,
+ -0.815125f, 0.72407f, 0.281178f, -0.109426f, -0.0977383f,
+ -0.679406f, -0.401318f, 0.308941f, -0.594461f, 0.482289f,
+ -0.168467f, 0.76529f, -0.155056f, 0.0874018f, 0.266124f,
+ -0.0808725f, 0.078792f, -0.33271f, -1.0637f, -0.172125f,
+ 0.427025f, 0.332865f, 0.625523f, 0.264166f, -0.843882f,
+ -0.275777f, -0.657372f, 0.172814f, 0.0490389f, -0.561928f,
+ 0.0998399f, 0.106047f, 0.39061f, 0.422161f, 0.46369f,
+ -0.364271f, -0.326968f, -0.527243f, -0.618535f, -0.287804f,
+ -0.211365f, 0.349277f, 0.456535f, -0.0815191f, -0.156835f,
+ 0.57273f
};
-static const float simple_motion_search_prune_rect_layer_0_kernel_64[] = {
- -0.0955396f, 0.0114924f, -0.0810431f, -0.33444f, -0.0463965f,
- 0.222538f, 0.41684f, -0.00203436f, 0.173122f, -0.146179f,
- 1.02976f, 0.64903f, -0.27027f, 0.0609664f, -0.869307f,
- -0.536022f, 0.14875f, -0.105693f, 0.272891f, -0.847822f,
- 0.722511f, 0.175457f, 0.206427f, -0.124699f, 0.0164477f,
- 0.331568f, 0.298744f, -0.249587f, -0.0546789f, -0.165438f,
- -0.201993f, -0.47814f, -0.284996f, 0.100211f, 0.439414f,
- 0.00431976f, -0.607345f, 0.395876f, 0.432077f, -0.201182f,
- -1.1626f, -0.915202f, 0.606548f, -0.00805195f, 0.214499f,
- 0.573404f, 0.0129565f, -0.139539f, -0.195218f, -0.0423162f,
- 0.529606f, 0.18719f, 0.775243f, 0.236413f, -1.00591f,
- 0.00202726f, -1.07701f, -0.0113505f, -0.248246f, -0.218112f,
- 0.126451f, -0.595388f, -0.25106f, 0.468711f, -0.322513f,
- 0.196981f, -0.176692f, -0.178078f, -0.33736f, 0.00877613f,
- -0.299936f, 0.29493f, -0.483572f, 0.244207f, -0.193008f,
- 0.582392f, -0.156948f, 0.134005f, 0.227288f, 0.879863f,
- 0.196686f, -0.300996f, -0.95266f, -0.0235455f, -0.385976f,
- -0.000688855f, -0.328365f, -0.39592f, 0.177301f, 0.134001f,
- -0.240523f, 0.137593f, -0.707273f, -0.407333f, -0.544081f,
- -0.184395f, 0.37896f, 0.313908f, 0.188172f, -0.088467f,
- 0.123425f, 0.285585f, 0.664772f, -0.107437f, -0.530605f,
- 0.426075f, -0.0956688f, 0.475769f, -0.226957f, 0.497479f,
- -0.0973361f, 0.646813f, -0.248913f, 0.117196f, 0.188191f,
- 0.27117f, -0.292378f, 0.0290377f, -0.366001f, -0.203164f,
- -0.305397f, -0.526796f, -0.923496f, 0.834984f, 0.144627f,
- 0.0103899f, 0.534548f, -0.141897f, 0.509968f, 0.450873f,
- 0.0828022f, 0.0413851f, 0.549486f, -0.0542229f, -0.64852f,
- -0.781963f, -0.423665f, -0.216567f, 0.531318f, 0.167107f,
- 1.06594f, 0.183964f, -0.405879f, -0.599571f, 0.0253738f,
- -0.0213327f, -0.270245f, 0.636231f, 0.116171f, 0.466784f,
- 0.137297f, 0.280382f, 0.0981868f, -0.238947f, 0.210817f,
- 0.673252f, -0.0756914f, 0.302537f, 0.0108696f, -0.0499553f,
- -0.730525f, -0.103359f, -0.301728f, -0.508398f, -1.09406f,
- 0.600343f, 0.459265f, 0.514783f, -0.124542f, -0.282827f,
- -0.405428f, -0.150063f, 0.0314231f, -0.500199f, 0.0359638f,
- -0.160956f, 0.652848f, 0.414537f, -0.550212f, -0.526028f,
- -0.0172567f, 0.0431145f, -0.211108f, -0.505671f, 0.118762f,
- -0.0996169f, 1.37903f, -0.372669f, -0.214101f, 0.550215f,
- -0.310568f, 0.0083277f, -0.0692804f, 0.407818f, 0.313041f,
- 0.0600635f, -0.545026f, 0.169041f, -0.413315f, -0.22927f,
- -0.493042f, 0.462788f, -0.141082f, -0.207174f, -0.145312f,
- 0.598829f, -0.417438f, -0.507561f, 1.54015f, -0.177759f,
- 0.603537f, -0.362839f, 0.752922f, -0.42223f, 0.452005f,
- -0.164136f, 0.663698f, -0.293401f, 0.105774f, -0.436602f,
- 0.0114064f, -0.521943f, 0.402816f, -0.325515f, 0.71272f,
- -0.410154f, 0.166539f, -0.861678f, 0.241501f, 0.00812334f,
- -0.271946f, 0.29494f, -0.336918f, 0.198301f, -0.421108f,
- 0.276482f, -0.471011f, -0.0353971f, -0.255519f, 0.747247f,
- -0.208496f, 0.20575f, -0.093769f, 0.371016f, -0.462553f,
- 0.439527f, -0.501947f, 0.678913f, 0.0592761f, -0.707379f,
- -0.487351f, 0.568444f, -0.0136548f, 0.310498f, -0.0174319f,
- 0.538175f, -0.194489f, 0.115937f, -0.278316f, 0.207121f,
- -0.228797f, 0.921146f, 0.0199402f, 0.189315f, -0.489682f,
- -0.127664f, -0.0551134f, -0.242746f, -0.675769f, 0.093105f,
- -0.0351411f, 0.350513f, 0.133148f, -0.0808761f, -0.313078f,
- 0.189685f, -0.272904f, -0.49433f, -0.308289f, 0.477897f,
- -0.282002f, -0.176614f, -0.28103f, -0.184417f, -0.396787f,
- -0.233235f, -0.00850453f, -0.23164f, 0.042675f, 0.293457f,
- 0.0409628f, 0.00362038f, -0.00953663f, 0.52735f, 0.315472f,
- 0.128795f, -0.170787f, -0.222383f, 0.200515f, -0.257473f,
- -0.695571f, -0.332731f, -0.189031f, 0.043103f, -0.0762694f,
- -0.11686f, 0.194413f, 0.596174f, -0.0803632f, -0.518048f,
- -0.61079f, -0.206706f, 0.855604f, 0.579438f, -0.296687f,
- 0.343656f, -0.112966f, -0.183152f, 0.051364f, 0.583126f,
- 0.163844f, 0.000238682f, -0.37819f, -0.116122f, -0.0576168f,
- -0.395958f, -0.171348f, 0.73339f, 0.60445f, -0.28147f,
- -0.198162f, -0.797905f, -0.335843f, 0.460551f, -0.87145f,
- -0.666152f, -0.411679f, -0.0148538f, -0.233716f, 0.1255f,
- 0.203786f, 0.407784f, 0.202491f, 0.0351974f, -0.45079f,
- -0.557643f, 0.711177f, 0.282461f, -0.000344185f, 0.199394f,
- 0.354731f, 0.218657f, -0.1121f, 0.154379f, 0.46884f,
- -0.873247f, -0.41062f, 0.162392f, 0.300664f, 0.338705f,
- 0.00701477f, 0.20115f, 0.0422753f, 0.0658235f, 0.193637f,
- -0.286329f, -0.284851f, 0.00751998f, -0.0736767f, 0.281419f,
- 0.34741f, 0.182409f, -0.209542f, -0.357005f, -0.183123f,
- -0.983305f, 0.381148f, 1.01159f, -0.421924f, -0.0129082f,
- -0.235917f, 0.404203f, -0.32379f, -0.416939f, -0.000212733f,
- -0.349122f, -0.0866705f, 0.229621f, 0.311834f, 0.313783f,
- -0.439797f, -0.267139f, 0.609396f, 0.589986f, 0.169516f,
- -0.342366f, 0.66604f, 0.724562f, -0.225231f, -0.180633f,
- -0.469166f, -0.353687f, -0.474233f, -0.360121f, -0.465193f,
- -0.20589f, -0.47386f, 0.462577f, 0.105843f, 0.226433f,
- 0.30877f, -0.0671077f, -0.171733f, -0.179051f, -0.326866f,
- 0.217511f, 0.250185f, 1.10298f, -0.0389183f, -0.138711f
+static const float simple_motion_search_prune_part_logits_bias_64[] = {
+ 0.272852f, -0.260088f, 0.11881f, 0.146764f, 0.00289019f,
+ -0.559007f, -0.203668f, -0.268267f, -0.218921f, -0.260717f
};
-static const float simple_motion_search_prune_rect_logits_kernel_64[] = {
- -0.936738f, 0.663296f, -0.890015f, -0.179846f, 0.419942f, -0.492271f,
- 0.798717f, 1.59471f, -0.991652f, -0.0991069f, -1.67343f, -0.763593f,
- 0.364504f, -0.489659f, 0.71856f, -0.139119f, -0.411379f, -0.79228f,
- 0.389401f, 0.704645f, 0.608738f, 0.0178282f, 0.885372f, -0.376533f,
- -0.424384f, -0.229964f, -0.974063f, -0.150809f, -0.189564f, -2.72888f,
- -1.70892f, -0.430297f, -0.258505f, -0.0379024f, -0.226415f, -0.430415f,
- 0.411709f, 0.083831f, -0.925193f, 0.535882f, 0.209211f, -0.244211f,
- 0.264178f, 0.167529f, 0.0457353f, 1.27182f, -0.350646f, -1.64938f,
- 0.319059f, 0.428646f, 2.78301f, 0.647146f, 0.238655f, -0.268889f,
- -0.136987f, 0.300992f, 0.461351f, 0.477707f, 0.147197f, -0.183917f
+static const float simple_motion_search_prune_part_layer_0_bias_64[] = {
+ -2.12804f, 0.445147f, -0.0210471f, 0.533662f, 0.662023f, 0.020519f,
+ -0.0452071f, -0.343995f, 0.112379f, -0.16776f, 0.112004f, 0.932147f,
+ -1.22944f, -0.822248f, 0.370083f, -0.0951491f, 0.0631258f, -0.875801f,
+ 0.996276f, 0.116103f, 0.925914f, 0.054293f, -1.02697f, -0.359516f
};
-static const NN_CONFIG simple_motion_search_prune_rect_nn_config_64 = {
+static const NN_CONFIG simple_motion_search_prune_part_nn_config_64 = {
NUM_FEATURES_64,
NUM_LOGITS_64,
NUM_HIDDEN_LAYERS_64,
@@ -3263,12 +3301,12 @@
NUM_LAYER_0_UNITS_64,
},
{
- simple_motion_search_prune_rect_layer_0_kernel_64,
- simple_motion_search_prune_rect_logits_kernel_64,
+ simple_motion_search_prune_part_layer_0_kernel_64,
+ simple_motion_search_prune_part_logits_kernel_64,
},
{
- simple_motion_search_prune_rect_layer_0_bias_64,
- simple_motion_search_prune_rect_logits_bias_64,
+ simple_motion_search_prune_part_layer_0_bias_64,
+ simple_motion_search_prune_part_logits_bias_64,
},
};
@@ -3277,142 +3315,163 @@
#undef NUM_LAYER_0_UNITS_64
#undef NUM_LOGITS_64
+// BLOCK_32X32
#define NUM_HIDDEN_LAYERS_32 1
-#define NUM_FEATURES_32 21
+#define NUM_FEATURES_32 19
#define NUM_LAYER_0_UNITS_32 24
-#define NUM_LOGITS_32 3
+#define NUM_LOGITS_32 10
-static const float simple_motion_search_prune_rect_layer_0_bias_32[] = {
- -0.150877f, 0.377067f, -0.322903f, -0.253833f, -1.34836f, -0.0407889f,
- 0.340694f, -0.493511f, -0.106756f, 0.306534f, -0.244238f, 0.274641f,
- -0.251146f, -0.340148f, -0.449601f, -0.99361f, 0.242116f, -1.03158f,
- -0.0317092f, -0.505396f, -0.286031f, 0.815326f, 0.105512f, -0.733433f
+static const float simple_motion_search_prune_part_logits_kernel_32[] = {
+ -1.22965f, 0.49978f, -0.376271f, 0.0615445f, -0.212491f, 0.58427f,
+ 0.142683f, 2.62142f, -0.459751f, -0.570143f, 0.72257f, -0.64127f,
+ 0.266919f, 0.3235f, 0.64405f, -0.0398269f, -1.82822f, -0.366573f,
+ 0.753387f, -0.274241f, -0.484971f, -0.503907f, -0.911176f, -0.455827f,
+ -0.706345f, 0.0687611f, -0.362788f, -0.369416f, -0.530408f, 0.0812615f,
+ -0.863012f, -0.613333f, -0.268833f, 0.0982181f, 0.19374f, -0.147078f,
+ -0.0200551f, 0.363817f, 0.179229f, 0.429671f, 0.905826f, -0.441191f,
+ 0.48874f, 0.539192f, -0.418992f, -0.468762f, -0.482158f, -0.770778f,
+ -0.743739f, 0.0175955f, -0.40662f, 0.0276107f, 0.0110658f, -0.119298f,
+ 0.698777f, -0.187602f, -0.300483f, -0.147972f, 0.324042f, -0.0265165f,
+ -0.375496f, 0.245762f, -0.111271f, -0.829879f, -0.434606f, -0.367099f,
+ 0.113229f, -0.755101f, -0.0623393f, -0.13764f, -0.205864f, -0.332027f,
+ 0.966638f, 0.477078f, 0.262501f, -0.110232f, 0.141242f, -0.699602f,
+ -0.14943f, -2.36868f, 0.556236f, 0.345883f, -0.466765f, 0.279446f,
+ -0.56809f, -0.356351f, -0.503855f, -0.607959f, -0.0328514f, 0.313352f,
+ -0.644447f, 0.221808f, 0.254575f, 0.476802f, 1.40433f, 0.317169f,
+ 0.109761f, -0.0105197f, -0.22896f, -0.389234f, 0.423948f, -0.272114f,
+ -1.02704f, -1.50706f, 0.0563541f, -0.0371609f, -0.306187f, 0.0570354f,
+ -0.367998f, 0.0949103f, -0.254703f, -0.0853516f, 1.56471f, -0.594372f,
+ -0.23582f, 0.267108f, 0.015297f, -0.318317f, 0.287599f, -0.687022f,
+ 0.360804f, -0.177637f, -0.118144f, -0.418225f, -0.985658f, -0.391334f,
+ -0.772539f, -0.44002f, 0.0722112f, -0.0825626f, 0.0466844f, 0.0525818f,
+ -0.788047f, 0.120401f, -0.785688f, -0.346177f, 0.240363f, 0.0248826f,
+ -0.0815654f, 0.39317f, -0.122372f, 0.199969f, 0.202777f, -0.1979f,
+ 0.313558f, -0.180202f, 0.191204f, -0.313598f, 0.155464f, -0.600106f,
+ 0.0230461f, -0.718126f, 0.266874f, -0.313614f, 0.0352148f, 0.131058f,
+ -0.221112f, 0.115419f, -1.41928f, -0.909453f, 0.341747f, -0.25318f,
+ -0.312476f, -0.288919f, -0.0135884f, -0.278496f, 0.381449f, -0.0725586f,
+ 0.254479f, -0.0658647f, -0.694657f, -0.0653643f, -0.0233378f, -0.484902f,
+ -0.104919f, -1.52446f, 0.0140919f, -0.142396f, -0.11836f, 0.113235f,
+ -1.21564f, 0.0618471f, 0.0421833f, -0.883143f, 0.288008f, -0.278322f,
+ -0.185151f, -0.616223f, 0.334549f, 0.370898f, 0.24646f, -0.027439f,
+ 0.366905f, -0.40628f, 0.0260464f, -0.506151f, 0.0191214f, -0.104617f,
+ -0.848722f, -1.66357f, -0.194607f, 0.0346545f, -0.412502f, 0.200471f,
+ -0.285588f, 0.0309609f, -0.150546f, 0.569096f, 0.210382f, 0.14322f,
+ 0.908182f, 1.23553f, -0.432935f, -0.0963189f, -0.610778f, -0.532583f,
+ -0.302028f, -0.600906f, -0.0777476f, 0.0230625f, 0.375802f, -0.466292f,
+ 1.01104f, -1.16706f, 0.0121855f, 0.0100479f, -0.147181f, 0.255058f,
+ -0.285898f, -0.167804f, -0.240171f, -1.15287f, -1.51181f, 0.0859809f,
+ 0.0811324f, -0.829305f, 0.272793f, 0.407484f, 0.324943f, 0.230197f
};
-static const float simple_motion_search_prune_rect_logits_bias_32[] = {
- -0.0847271f, -0.140019f, 0.123488f
+static const float simple_motion_search_prune_part_layer_0_kernel_32[] = {
+ -0.0711848f, 0.187893f, -0.0532872f, -0.0403218f, 0.132223f,
+ 0.0150309f, 0.132917f, -0.00883543f, -0.0614934f, 0.207838f,
+ -0.102772f, 0.127833f, -0.332145f, 0.00237219f, -0.338402f,
+ 0.123288f, -0.248341f, -0.0182967f, -1.16283f, -0.166611f,
+ -0.220962f, -0.268939f, -0.207455f, -0.214904f, -0.0639896f,
+ -0.0729676f, -0.000552725f, 0.217902f, 0.350537f, -0.0217492f,
+ 0.136239f, 0.0641448f, 0.515814f, 0.525507f, 0.240539f,
+ 0.109375f, 0.322722f, -1.20791f, 0.323287f, 0.0231209f,
+ -0.194629f, 0.143504f, 0.193943f, -0.15059f, -0.0156431f,
+ -0.210354f, 0.13426f, -0.379795f, 0.0585494f, 0.0947257f,
+ 0.948153f, 0.492681f, -0.977907f, -0.30367f, 0.216922f,
+ -0.366185f, 0.00734769f, 0.528627f, 0.334327f, 0.0222445f,
+ 0.400606f, -0.0313966f, -0.047664f, -0.512993f, -0.433836f,
+ 0.340769f, -0.131347f, -0.518235f, -0.220933f, -0.379338f,
+ -0.116978f, 0.143766f, 0.456281f, -0.0921022f, -0.0109533f,
+ -0.107467f, 0.335672f, -0.313228f, 0.175586f, 0.108769f,
+ 0.129646f, -0.053502f, 0.272574f, 0.220172f, 1.51046f,
+ 0.255032f, -0.162058f, -0.770721f, 0.238623f, -0.65159f,
+ -0.0354393f, -0.577323f, 0.0954972f, -0.661719f, 0.227893f,
+ -0.0584787f, 0.234849f, -0.16515f, -0.247194f, 0.12563f,
+ 0.39043f, -0.178219f, -0.0629665f, 0.395761f, 0.24224f,
+ -0.336032f, 0.552893f, -0.300073f, -0.235499f, -0.33557f,
+ 0.0398952f, -0.853526f, -0.550247f, 1.13965f, 0.197325f,
+ -0.0750203f, 0.145096f, 0.128642f, 0.113606f, 0.0972738f,
+ 0.219874f, 0.252284f, 0.833398f, 0.398332f, 0.802753f,
+ 0.650573f, -0.725374f, -0.548798f, -0.668723f, -0.705524f,
+ -0.929613f, -0.138145f, 0.161306f, 0.578878f, 0.0605056f,
+ 0.720406f, 0.163571f, 0.707962f, -0.0777347f, 0.52085f,
+ 0.279096f, 0.180012f, -0.459535f, 0.219678f, -0.273058f,
+ -0.030387f, -0.262664f, 0.367791f, -0.899145f, -1.07191f,
+ -1.15497f, 0.460442f, 0.020009f, -0.329794f, 0.846777f,
+ 0.287855f, 0.603544f, 0.645424f, 0.00753003f, -0.0666031f,
+ -0.141114f, -0.149588f, -0.431897f, -0.591811f, 0.134026f,
+ 0.0933469f, -0.130808f, -0.0335611f, -0.488446f, -0.275566f,
+ -0.937488f, 0.245793f, -0.548915f, 0.0108641f, -0.216292f,
+ 0.00680863f, -0.113137f, -0.137064f, 0.083321f, 0.689742f,
+ -0.213193f, 0.172408f, -0.123794f, 0.383401f, -0.496176f,
+ 0.427836f, -0.644447f, 0.967995f, 0.181371f, 0.301512f,
+ -0.376098f, -0.0571203f, 0.0012891f, 0.467542f, -0.400791f,
+ -0.204521f, 0.253847f, 0.107368f, -0.434741f, -0.389665f,
+ 0.30953f, 0.053949f, -0.0415711f, 0.0432576f, -0.319656f,
+ -0.228939f, -0.0928546f, 0.164408f, 1.26655f, 0.991928f,
+ -0.0596439f, 0.0786943f, 0.001457f, 0.282831f, 0.0975484f,
+ 0.13724f, 0.0891527f, -0.0471925f, 0.255467f, -0.469073f,
+ -0.0759757f, 0.331197f, 0.139434f, -0.0118866f, 0.359463f,
+ -0.774947f, -0.474647f, -1.36563f, 0.24901f, 0.776025f,
+ 0.150621f, 0.192407f, 0.752499f, 0.0435322f, -0.0334263f,
+ 0.470741f, -0.781907f, -0.149471f, -0.649484f, -0.866079f,
+ 0.536967f, 0.541611f, -0.00237101f, -0.119688f, -0.594591f,
+ -0.967503f, 0.545025f, -0.335037f, -0.172105f, -0.532514f,
+ -0.442211f, -0.0864824f, 0.038418f, -0.337492f, -0.412653f,
+ 0.0778177f, 0.0824839f, -0.232478f, 0.553077f, 0.179073f,
+ 0.222848f, -0.261019f, 0.854277f, -0.643185f, 0.476021f,
+ -0.0174448f, 0.621669f, -0.527978f, 0.45279f, -0.286967f,
+ 0.328291f, 0.0627781f, 0.495794f, 0.0156424f, -0.170515f,
+ -0.435815f, -0.264061f, -0.964473f, 0.259361f, -0.297514f,
+ 0.667044f, 0.719631f, -0.812974f, -0.350331f, 0.594795f,
+ -0.106071f, -0.409225f, 0.283481f, 0.5735f, -0.231666f,
+ -0.270059f, 0.687725f, 0.349693f, 0.0637911f, 0.208738f,
+ 0.299087f, -0.249188f, -0.426365f, -1.01906f, 0.0919539f,
+ -0.198362f, 0.256663f, -0.302723f, 0.457283f, 0.433322f,
+ 0.242223f, 0.740515f, 0.247248f, 0.436274f, 0.588906f,
+ 0.852493f, 0.385838f, 0.243232f, -0.501191f, 0.212121f,
+ 0.297253f, -0.664029f, -0.470196f, 0.0175681f, -1.01849f,
+ -0.619865f, -1.26982f, -0.088134f, -0.29233f, -0.196112f,
+ -0.141886f, 0.0602684f, 0.469327f, 0.0227135f, 0.275863f,
+ 0.161156f, -0.864189f, -0.72576f, 0.62214f, 0.804845f,
+ 0.183776f, -0.155777f, -0.0826676f, -0.23302f, 0.0845181f,
+ -0.126365f, 0.0925764f, 0.889037f, -0.208894f, 0.441273f,
+ 0.476529f, 0.510144f, 0.321464f, 0.764386f, 0.198938f,
+ -0.669809f, -0.13214f, -0.426596f, -0.547804f, -0.0953238f,
+ 0.164997f, 0.275626f, -0.0469242f, -0.923263f, -1.05855f,
+ -0.487197f, 0.261922f, -0.108634f, 0.409852f, 0.142348f,
+ 0.153656f, -0.119714f, 0.490507f, -0.26725f, -0.0651784f,
+ -0.962803f, -0.596098f, -0.686329f, 0.66723f, 0.290971f,
+ 0.692586f, 0.56926f, -0.0494205f, -0.498585f, -0.1832f,
+ -0.571507f, -0.438308f, 0.607958f, 0.985154f, 0.131991f,
+ 0.0469712f, 0.415769f, -0.518799f, -0.353338f, -0.219197f,
+ -0.159141f, 0.085484f, -0.405673f, -0.222816f, 0.813276f,
+ 0.323344f, -0.235178f, -0.40799f, -0.083177f, 0.514834f,
+ 0.177916f, 0.0197744f, -0.523574f, -0.445548f, -0.21085f,
+ 0.760991f, 0.170654f, -0.00312635f, -0.175464f, 0.665364f,
+ -0.713881f, -0.701069f, -0.628863f, 1.03196f, -0.0414137f,
+ -0.0163186f, 0.16796f, -0.0263498f, 0.484873f, 0.153922f,
+ 0.0593931f, 0.171615f, 0.330269f, -0.0728948f, 0.42332f,
+ 0.294273f, -0.0185935f, -0.609248f, -0.305841f, -0.293534f,
+ 0.0766015f, 0.130506f, 0.16716f, 0.0168997f, -0.429074f,
+ -0.744995f, -0.972633f, 0.50621f, -0.275645f, 0.402252f,
+ -0.0190824f, 0.637343f, -0.410791f, 0.546844f, -0.555088f,
+ 0.491182f, -0.0369695f, 0.974657f, -0.142378f, -0.148588f,
+ -0.217919f, 0.0146815f, -0.419912f, 0.111356f, -0.640505f,
+ -0.352691f
};
-static const float simple_motion_search_prune_rect_layer_0_kernel_32[] = {
- 0.30266f, -0.404167f, 0.184244f, -0.204914f, 0.186292f,
- -0.185721f, 0.2343f, -0.309748f, 0.629703f, -0.161018f,
- 0.586971f, -0.122501f, 0.258395f, -0.345766f, 0.425087f,
- -0.288511f, 0.58389f, -0.122772f, -1.0191f, -0.331509f,
- -0.155374f, -0.131892f, -0.257301f, -0.0936263f, -0.173647f,
- -0.25349f, -0.297998f, -0.165697f, -0.259397f, -0.308744f,
- 0.13609f, -0.659645f, -0.658289f, 0.691323f, 0.302487f,
- 0.503949f, 0.320062f, 0.798778f, 0.459502f, 0.0319676f,
- -0.231042f, 0.216936f, 0.656985f, -0.278082f, 0.522593f,
- -0.120114f, 0.565497f, -0.158329f, 0.599947f, -0.222883f,
- 0.385044f, -0.58876f, 0.363486f, -0.672838f, 0.233821f,
- -0.357066f, 0.290888f, -0.420639f, -0.376543f, -0.748431f,
- 0.341052f, 0.305233f, -0.273799f, 0.0572371f, 0.187165f,
- 0.31469f, -0.0141874f, 0.172004f, -0.0819225f, 0.252624f,
- 0.190534f, -0.0790111f, -0.309345f, -0.256681f, -0.145961f,
- -0.0955447f, -0.324261f, -0.227545f, -0.291766f, -0.176335f,
- 0.104228f, 1.31795f, -0.122225f, -0.00231043f, 0.00262551f,
- 0.0643949f, 0.302213f, 0.00923296f, 0.112109f, 0.0823432f,
- -0.0480501f, 0.050152f, -0.133536f, -0.0943857f, -0.0255181f,
- -0.104284f, 0.072475f, -0.116041f, -0.103424f, 0.0894712f,
- -0.0565939f, -0.0803143f, -1.05708f, 0.0692672f, 0.27409f,
- 0.646258f, 0.0493468f, 0.316645f, -0.520888f, 0.245417f,
- -0.476851f, 0.571094f, 0.25759f, 0.111997f, -0.382122f,
- 0.602901f, -0.387416f, 0.17528f, -0.536206f, 0.370157f,
- -0.0598445f, 0.0351273f, -0.888124f, -0.0380012f, 0.0037939f,
- -0.278387f, -0.349207f, -0.286866f, -0.141381f, 0.0113867f,
- -0.363429f, -0.23672f, -0.127249f, -0.0618156f, 0.865495f,
- 0.285948f, 0.808533f, 0.165837f, -0.589867f, -0.396041f,
- -0.30314f, -0.186404f, 0.370238f, 0.520893f, 0.095395f,
- 0.0105089f, 0.214409f, 0.0380188f, 0.111472f, 0.06696f,
- 0.0996208f, 0.238311f, 0.00447955f, 0.0334197f, 0.24364f,
- -0.159119f, -0.105443f, -0.4223f, 0.120655f, -0.0656574f,
- -0.0979482f, -0.112141f, 0.0832164f, -0.982145f, -0.577622f,
- 1.31481f, -0.0729726f, 0.260851f, -0.304419f, 0.05496f,
- -0.101393f, -0.136905f, -0.113133f, 0.10068f, -0.243494f,
- -0.0521267f, -0.396234f, 0.248386f, -0.498069f, 0.0660911f,
- 0.391867f, 0.30568f, -0.141968f, 0.229426f, -0.098988f,
- 0.0390286f, 1.05619f, -0.358586f, -0.220905f, 0.0801896f,
- -0.235616f, -0.191875f, -0.195233f, 0.0236047f, -0.12518f,
- -0.11065f, -0.201486f, -0.618409f, -0.613389f, -0.321614f,
- -0.324938f, 0.749192f, 0.537903f, 0.761206f, 0.503924f,
- 0.195202f, -0.00838913f, 0.128977f, 0.18535f, -0.19846f,
- -0.222905f, -0.0526954f, -0.179f, -0.315802f, -0.028573f,
- -0.704001f, -0.255896f, -0.292945f, 0.243154f, -0.0101149f,
- 0.227509f, -0.323767f, 0.827498f, 0.177415f, 0.217882f,
- -0.320858f, 0.926904f, 0.14992f, 0.137888f, -0.295178f,
- -0.172849f, 0.111864f, -0.0638878f, -0.331824f, -0.234096f,
- 0.0562124f, -0.115936f, 0.165391f, -0.357548f, 0.642385f,
- 0.205559f, 0.606645f, 0.402024f, 0.0671416f, -0.341089f,
- -0.550208f, -0.627616f, 0.386765f, -0.0826835f, 0.194135f,
- -0.323129f, -0.216731f, -0.0473442f, -0.230099f, -0.223107f,
- -0.157901f, -0.196825f, -0.137026f, -0.0885836f, -0.156467f,
- -0.574477f, -0.531131f, -0.488885f, -0.585363f, 0.909019f,
- 0.734626f, 0.662438f, 0.780993f, 0.358014f, -0.0470738f,
- -0.0196115f, -0.159158f, -0.142333f, 0.272001f, 0.183535f,
- 0.258324f, 0.00783186f, 0.0370277f, 0.299222f, 0.148317f,
- 0.0255202f, -0.289325f, 0.074542f, -0.297216f, -0.134052f,
- -0.0724699f, 0.00723407f, -0.393625f, 0.11831f, -0.925339f,
- -0.438459f, 1.00802f, 0.247505f, 0.195977f, 0.366527f,
- 0.129965f, 0.429437f, 0.202284f, 0.440758f, 0.200634f,
- 0.639987f, 0.207631f, 0.245741f, -0.304722f, 0.0543015f,
- -0.25859f, 0.0874036f, -0.336049f, 0.263197f, -0.204705f,
- -0.552149f, -1.05707f, -0.38142f, 0.123726f, -0.31445f,
- 0.33148f, 0.16558f, 0.470366f, 0.15454f, 0.356113f,
- 0.294223f, 0.132882f, 0.236889f, -0.307471f, -0.187956f,
- -0.232843f, -0.127055f, -0.327118f, -0.253123f, -0.288136f,
- 0.293925f, -0.757913f, -0.695626f, 0.0674771f, -0.0791973f,
- -0.0663982f, 0.138042f, 0.0944698f, -0.225499f, -0.248548f,
- 0.25318f, 0.0517455f, -0.486571f, -0.504592f, 0.628462f,
- 0.492846f, 0.471343f, 0.231574f, -0.592017f, 0.226039f,
- -0.536864f, -0.404826f, 0.382626f, -0.11126f, 0.16268f,
- -0.195043f, -0.331804f, -0.141593f, -0.177255f, 0.0455108f,
- 0.14209f, -0.144151f, -0.159788f, 0.361794f, 0.13538f,
- 0.180654f, 0.154808f, 0.124516f, 0.142742f, -0.480668f,
- -0.773066f, 0.535723f, -0.336229f, 0.201306f, -0.343304f,
- 0.432312f, 0.121089f, -0.211339f, 0.333237f, -0.587896f,
- 0.504565f, -0.101135f, 0.717786f, -0.021451f, 0.219768f,
- -0.0491637f, 0.351394f, -0.771172f, 0.212839f, -0.114615f,
- 0.648602f, -0.506628f, 0.0682527f, -0.186903f, -0.17884f,
- -0.539165f, -0.0501128f, 0.363953f, -0.0582328f, -0.108791f,
- 0.028609f, -0.432395f, 0.00869045f, 0.0718638f, -0.0457797f,
- 0.0460659f, -0.295409f, 0.679474f, 0.666139f, 0.586366f,
- 0.725428f, -0.205199f, -0.540827f, -0.47579f, -0.828132f,
- 0.174364f, -0.300155f, 0.134658f, -0.202005f, -0.21941f,
- -0.301165f, -0.217839f, -0.00468189f, 0.0196276f, -0.273809f,
- -0.0579939f, -0.291044f, 0.16528f, 0.117749f, 0.374272f,
- 0.21857f, 0.149568f, -0.862803f, -0.457729f, 0.260053f,
- 0.542802f, 0.20875f, 0.566169f, 0.0138947f, -0.00926447f,
- 0.21053f, -0.336753f, -0.112768f, -0.0418503f, -0.120371f,
- -0.0160341f, -0.144839f, -0.189578f, -0.188411f, -0.0410867f,
- 0.185114f, 0.0929855f, -0.0893646f, -0.0443794f, 0.114525f,
- -0.111265f, -0.0555613f, 0.230279f, 0.368952f, 0.988605f,
- -0.0727516f, -0.137696f, 0.643078f, -0.283231f, 0.37273f,
- 0.393343f, 0.137257f, -0.028331f, 0.0440161f, 0.032468f,
- 0.71373f, 0.124146f, -0.388189f, -0.669179f, 0.0837899f,
- -0.381673f, 0.345236f, -0.358017f, -0.0583598f, -0.736627f,
- -0.0769623f, 0.156985f, -0.288763f, 0.767518f, 0.166668f,
- 0.503661f, 0.179627f, 0.353413f, -0.529735f, 0.231143f,
- 0.0659671f, 0.20884f, -0.219304f, -0.405746f, -0.924161f,
- 0.0215154f, -0.224603f, 0.0552142f, 0.0182611f, -0.307353f,
- -0.494348f, 0.394429f, 0.248368f, 0.054821f
+static const float simple_motion_search_prune_part_logits_bias_32[] = {
+ 0.0868818f, 0.370904f, 0.126136f, 0.57768f, -0.316245f,
+ -0.526958f, -0.451775f, -0.595569f, -0.805166f, -0.592605f
};
-static const float simple_motion_search_prune_rect_logits_kernel_32[] = {
- -0.0331377f, 0.7848f, -1.19164f, 0.157774f, -0.784731f, -0.424402f,
- -0.821959f, -1.22346f, 0.312851f, 1.0622f, -0.154046f, -0.364553f,
- -1.21152f, -0.296875f, 0.214748f, 0.945568f, -0.378736f, 0.582235f,
- 0.0378807f, 0.933609f, -0.181642f, -0.299656f, -0.178872f, -0.172049f,
- -0.332916f, -0.266806f, -1.67998f, 0.278216f, -0.579313f, -0.359449f,
- 0.465232f, -0.857095f, 0.026849f, -0.464277f, -0.447601f, 0.417111f,
- 0.831748f, -0.390425f, 0.416616f, 0.723334f, 0.306278f, -0.890092f,
- 0.114596f, -1.11322f, -0.100165f, -0.246978f, 0.00824933f, 0.713278f,
- 0.809144f, -0.142374f, 2.21987f, -0.688482f, 1.1447f, 0.31233f,
- -0.633595f, 0.541453f, -0.365008f, 0.000583967f, 0.300029f, 0.0648236f,
- 0.191301f, 0.619809f, -1.14674f, -1.19871f, -0.0516684f, -0.26913f,
- 0.7267f, -0.213969f, 0.328374f, 0.373149f, 0.443977f, 0.0908275f
+static const float simple_motion_search_prune_part_layer_0_bias_32[] = {
+ -1.85942f, 0.727049f, -0.0421259f, 0.759194f, 0.241057f, 0.0752973f,
+ 0.321934f, -0.593116f, -0.873202f, -0.238779f, 0.851339f, -0.536633f,
+ -0.18552f, -0.0941714f, 0.0153855f, -1.34736f, -0.870722f, 0.0973251f,
+ 0.491483f, 0.650638f, -0.205986f, -0.0499654f, -1.00592f, 0.65992f
};
-static const NN_CONFIG simple_motion_search_prune_rect_nn_config_32 = {
+static const NN_CONFIG simple_motion_search_prune_part_nn_config_32 = {
NUM_FEATURES_32,
NUM_LOGITS_32,
NUM_HIDDEN_LAYERS_32,
@@ -3420,12 +3479,12 @@
NUM_LAYER_0_UNITS_32,
},
{
- simple_motion_search_prune_rect_layer_0_kernel_32,
- simple_motion_search_prune_rect_logits_kernel_32,
+ simple_motion_search_prune_part_layer_0_kernel_32,
+ simple_motion_search_prune_part_logits_kernel_32,
},
{
- simple_motion_search_prune_rect_layer_0_bias_32,
- simple_motion_search_prune_rect_logits_bias_32,
+ simple_motion_search_prune_part_layer_0_bias_32,
+ simple_motion_search_prune_part_logits_bias_32,
},
};
@@ -3436,141 +3495,121 @@
// BLOCK_16X16
#define NUM_HIDDEN_LAYERS_16 1
-#define NUM_FEATURES_16 21
-#define NUM_LAYER_0_UNITS_16 24
-#define NUM_LOGITS_16 3
+#define NUM_FEATURES_16 19
+#define NUM_LAYER_0_UNITS_16 16
+#define NUM_LOGITS_16 10
-static const float simple_motion_search_prune_rect_layer_0_bias_16[] = {
- 0.604848f, 0.905399f, -0.519689f, 0.401153f, 0.281126f, -1.27562f,
- -0.337675f, -0.104628f, -0.156367f, -0.0754566f, 1.31977f, 0.564316f,
- -0.716749f, 0.590499f, 0.480629f, -0.581097f, 0.0266441f, -0.836869f,
- -0.93972f, -1.18115f, -1.43279f, -0.0912462f, 0.197468f, 0.0233385f
+static const float simple_motion_search_prune_part_logits_kernel_16[] = {
+ 0.274123f, -0.551439f, 0.578938f, -0.213001f, -0.310021f,
+ 0.0301311f, -0.377388f, -3.16339f, 0.434616f, 0.264216f,
+ 0.320385f, -1.41657f, 1.05919f, -0.396075f, -0.855458f,
+ 0.418105f, -0.0769093f, -0.54773f, -0.215041f, -0.13885f,
+ -0.209062f, -0.526914f, 0.211082f, -2.34741f, -0.000587922f,
+ -0.431294f, 0.757511f, -0.184199f, -0.623552f, -0.221362f,
+ -0.628871f, 0.646393f, -0.192193f, 0.0166809f, -0.061691f,
+ -0.214283f, -0.35264f, 0.361452f, -0.0160958f, -0.0475499f,
+ 0.196822f, 0.44674f, -0.408064f, -0.559148f, -0.67489f,
+ -0.202201f, -0.358012f, -0.341735f, -0.325682f, 0.220407f,
+ -0.642416f, 0.350069f, 0.430505f, -0.0997745f, -0.300435f,
+ 1.25364f, -0.869717f, -0.0728051f, -0.172433f, 0.385328f,
+ -2.13737f, 0.673629f, 0.580102f, -0.0745359f, -0.442542f,
+ -0.208393f, -0.44303f, 0.318855f, 0.0557663f, 0.268257f,
+ -0.0941132f, -4.52876f, -0.638897f, -0.907808f, 0.28328f,
+ 0.619328f, -1.64249f, 0.0241431f, -0.0880383f, 0.299287f,
+ -0.248316f, 0.039253f, -0.544645f, -0.141389f, 0.0185283f,
+ -1.01973f, -0.269349f, -4.88803f, -0.632892f, 0.181151f,
+ 0.193291f, 0.592713f, -1.71466f, 0.398923f, 0.00355734f,
+ 0.212158f, -0.949188f, 0.386679f, -0.243317f, -0.17458f,
+ 0.0576348f, 0.096034f, -0.282317f, -4.13556f, -0.516689f,
+ 0.169427f, -0.541422f, 0.529281f, -1.45161f, -0.0417835f,
+ 0.0174299f, -0.26404f, -0.105773f, 0.102701f, -0.65039f,
+ 0.308121f, -0.185395f, 0.273611f, -0.408464f, -6.09866f,
+ -0.512249f, 0.0668662f, -0.547454f, 0.62565f, -1.63952f,
+ 0.510116f, 0.127461f, -0.506263f, 0.113016f, -0.258605f,
+ -0.308066f, 0.0957733f, 0.059395f, -0.915338f, 0.499407f,
+ -10.3199f, -0.32224f, -0.677307f, 1.13218f, -0.0888689f,
+ -0.108029f, -0.156533f, -0.391431f, 0.576607f, -0.0833897f,
+ 0.536752f, -0.0832957f, -0.0957492f, -0.135149f, 0.423881f,
+ 0.317691f, -7.29755f, 0.104775f, 0.534134f, -0.797288f,
+ -0.386335f, -0.20785f, -0.0507494f, -0.338127f, -0.868801f
};
-static const float simple_motion_search_prune_rect_logits_bias_16[] = {
- 0.382982f, 0.0828581f, -0.531509f
+static const float simple_motion_search_prune_part_layer_0_kernel_16[] = {
+ -0.244782f, 0.00425059f, -0.337534f, -0.423125f, -0.349549f,
+ -0.00261207f, -0.0845866f, -0.259278f, -0.375872f, 0.00052185f,
+ -0.427483f, 0.175625f, -0.357737f, 0.129946f, 0.97588f,
+ 1.19281f, -0.51292f, -0.100629f, 1.04044f, 0.197375f,
+ -0.210977f, -0.20334f, 0.173408f, 0.431999f, 0.083979f,
+ -0.334416f, -0.171408f, 0.160035f, -0.0464933f, 0.164574f,
+ -0.162781f, 1.01648f, 0.624844f, -1.20372f, -0.698742f,
+ 0.335747f, -0.362217f, -0.0817772f, -0.0366522f, -0.249627f,
+ -0.3135f, 0.256151f, -0.257869f, 0.0816391f, -0.256592f,
+ 0.071219f, -0.295956f, 0.287213f, -0.375107f, -0.149275f,
+ 0.0449292f, 0.49489f, -0.958944f, 0.386166f, -0.76147f,
+ -0.223786f, 1.91139f, -0.0866129f, -0.516556f, 0.871813f,
+ 0.389086f, 0.3205f, 0.605997f, -0.531384f, -0.693121f,
+ 0.728219f, 0.223733f, -0.58534f, -0.410249f, 0.0271334f,
+ -0.43904f, 0.325998f, -0.123988f, 0.103988f, -0.2227f,
+ 0.0779071f, 0.100073f, -0.924956f, -0.00472742f, -0.21932f,
+ -0.220187f, -0.719278f, 0.099118f, -0.0891471f, 0.743678f,
+ -0.173308f, 0.588225f, -0.31524f, 1.1415f, 0.408762f,
+ -0.213088f, -0.291621f, 0.655754f, 0.531725f, -0.013178f,
+ -0.100753f, -0.0775942f, -0.181806f, -0.441297f, -0.00589338f,
+ 0.14217f, -0.0592671f, 0.10907f, 1.47619f, 0.813817f,
+ 0.1996f, 0.178263f, -0.569958f, -0.374858f, -0.743922f,
+ -0.269343f, -0.118752f, 0.0797114f, 0.027829f, -0.133402f,
+ -0.164884f, -0.42919f, 0.0682661f, -0.206438f, 0.0184534f,
+ -0.141316f, -0.138817f, 0.0305671f, 0.295578f, -0.236413f,
+ 0.172918f, -0.35082f, -0.0986917f, -0.650484f, 0.13655f,
+ 0.212195f, 0.549501f, 1.64941f, 0.152883f, 0.0117464f,
+ -0.200688f, -0.0412075f, -0.0296324f, 0.122624f, 0.1871f,
+ -0.515693f, 0.20351f, 0.333617f, 0.254752f, 0.293802f,
+ -0.428904f, -0.0312053f, -0.879481f, -0.516353f, -0.417837f,
+ -0.230442f, 0.229367f, 0.615339f, 0.327347f, 0.288747f,
+ 0.596166f, 0.497054f, 0.536953f, 0.462426f, 0.517022f,
+ -0.287359f, -0.162824f, -0.249174f, -0.364887f, -0.538065f,
+ -0.506783f, -0.163213f, -0.617007f, -0.70433f, -0.759151f,
+ -0.235183f, -0.196496f, 0.0925943f, -0.0786896f, 0.135073f,
+ -0.106243f, -0.190647f, -0.311848f, -0.428009f, 0.467477f,
+ 0.259139f, 1.4948f, 0.986061f, -0.534924f, -0.193525f,
+ -0.66125f, -0.693799f, -0.489594f, 0.238264f, 0.249978f,
+ -0.365372f, -0.197998f, -0.664471f, -0.0312145f, -0.297293f,
+ 0.0278792f, -0.877716f, 0.0473106f, 0.913044f, 0.815569f,
+ 0.789972f, 0.641374f, -0.122848f, -0.353137f, -0.381102f,
+ -0.960138f, -0.166101f, 0.230364f, 0.534173f, 0.398882f,
+ 0.0599076f, 0.00176035f, 0.291062f, 0.021087f, 0.374562f,
+ 0.402516f, 0.144006f, -0.149598f, 0.065063f, -0.0774656f,
+ -0.18804f, -0.21123f, 0.0119723f, -0.244286f, 0.109912f,
+ -0.98136f, -0.583136f, -1.3897f, 0.33196f, 0.319226f,
+ 0.490015f, 0.316438f, 0.565049f, 0.163159f, 0.523771f,
+ 0.325115f, -0.0515304f, -0.0827355f, 0.112763f, -0.517608f,
+ -0.161398f, -0.124513f, -0.0384277f, -0.49491f, -1.53384f,
+ -1.3086f, 1.20601f, 0.399591f, 0.233774f, 0.0154149f,
+ -0.431196f, 0.187116f, 0.033398f, 0.655468f, -0.390814f,
+ 0.418144f, -0.572053f, 0.936493f, -0.116933f, -0.20803f,
+ -0.908834f, 1.2524f, -0.285888f, 0.227437f, -0.317727f,
+ -0.6331f, 0.159656f, 0.244652f, 0.169768f, 0.379279f,
+ 0.37089f, 0.118264f, 0.150946f, 0.536513f, -0.261398f,
+ -0.15329f, -0.413112f, -0.243792f, -0.215096f, 0.288741f,
+ -0.193763f, -0.130652f, -0.328159f, -0.719996f, -1.66213f,
+ 0.0815627f, 0.129643f, -0.0974464f, -0.0660102f, 0.349602f,
+ 0.120356f, -0.144144f, -0.13641f, -0.154818f, -0.468552f,
+ -0.442585f, -0.312206f, 0.879662f, 0.846103f, 0.0485413f,
+ 0.18676f, -0.477959f, -0.112404f, -0.366477f
};
-static const float simple_motion_search_prune_rect_layer_0_kernel_16[] = {
- -0.0137765f, 0.104086f, -0.44562f, 0.109335f, -0.0995125f,
- 0.33779f, -0.247983f, -0.0269306f, -0.12548f, 0.244954f,
- -0.141774f, 0.245495f, 0.164542f, -0.322561f, 0.278364f,
- -0.388579f, -0.109738f, -0.00625609f, -0.619319f, -0.131171f,
- -0.730775f, 0.281942f, 0.100904f, -0.00913587f, -0.283333f,
- 0.111223f, 0.19052f, -0.121298f, 0.0927429f, 0.0169582f,
- -0.113234f, -0.125363f, -0.113387f, 0.380221f, 0.249298f,
- 0.224214f, -0.198153f, 0.294508f, -0.0908771f, -0.00896f,
- -0.281519f, -1.10096f, 0.21474f, 0.230463f, 0.24372f,
- 0.226703f, 0.169519f, 0.1931f, 0.276608f, 0.158364f,
- 0.436632f, 0.494405f, 0.494894f, 0.441254f, -0.51685f,
- -0.449008f, -0.681206f, -0.364304f, -0.697746f, -0.988111f,
- 0.0425659f, -0.238608f, -0.262493f, -0.258514f, 0.214822f,
- 0.202649f, 0.231151f, -0.112502f, 0.376416f, 0.0225609f,
- 0.133387f, -0.11108f, 0.114849f, -0.786054f, -0.160745f,
- -0.274457f, 0.298882f, -0.0566582f, 0.0962105f, -0.406176f,
- -0.294602f, -0.486952f, 0.268228f, 0.221875f, 0.341673f,
- -0.102889f, 0.334006f, -0.138139f, -0.0657011f, 0.0410996f,
- 0.0249068f, -0.472228f, -0.563824f, -0.28245f, -0.271622f,
- -0.642636f, 0.660948f, 0.166975f, 0.66627f, 0.580663f,
- 0.0380072f, -0.222593f, 0.218306f, 0.234312f, -0.449846f,
- 0.481742f, 0.0140617f, 0.459234f, 0.105462f, 0.43153f,
- 0.0604343f, 0.571201f, 0.100403f, -0.198422f, -0.172223f,
- -0.196068f, -0.14779f, 0.198848f, -0.337978f, -0.126215f,
- -0.152699f, -0.557159f, -0.924557f, -0.148909f, 0.342301f,
- -0.0270579f, 0.0795163f, 0.246079f, 0.258882f, 0.22873f,
- 0.164371f, 0.214495f, 0.703272f, 0.190126f, -0.45768f,
- -0.0380901f, -0.696992f, -0.208314f, 0.153809f, -0.0104163f,
- -0.213472f, -0.0116897f, -0.765393f, -0.726445f, 0.889219f,
- 0.181781f, -0.317054f, 0.195929f, -0.28841f, 0.0281734f,
- -0.21678f, -0.0403133f, -0.28103f, 0.23518f, -0.078372f,
- 0.324097f, 0.197703f, -0.0438831f, 0.293011f, 0.147023f,
- -0.15583f, 0.602368f, 0.323747f, -0.0696472f, -0.138903f,
- -0.235809f, -0.214106f, 0.381436f, -0.197114f, -0.0760917f,
- -0.693474f, -0.125265f, 0.507725f, 0.1515f, 0.570555f,
- 0.39068f, -0.177914f, -0.427112f, 0.559952f, 0.426243f,
- -0.115127f, -0.238974f, 0.237318f, -0.401725f, -0.24896f,
- 0.054505f, -0.15472f, -0.240788f, 0.00553721f, -0.0487255f,
- -0.110616f, -0.158394f, -0.00527821f, -0.0843736f, 0.0498573f,
- -0.223363f, -0.0990239f, -0.328193f, 0.0838312f, -0.34158f,
- -0.053957f, 0.0707963f, 0.225876f, -0.0677109f, 0.397276f,
- -0.715533f, -0.388504f, 1.37571f, -0.130365f, -0.906101f,
- 0.0155999f, -0.0182067f, -0.0328974f, -0.107512f, -0.0808009f,
- -0.0809275f, -0.177219f, 0.0284174f, -0.10669f, 0.148234f,
- 0.0663233f, 0.0972058f, 0.0344283f, -0.087383f, 0.0990781f,
- -0.152435f, -0.126361f, 0.220532f, 1.32584f, -0.286357f,
- -1.62617f, 0.0802221f, -0.201848f, -0.193333f, -0.228532f,
- -0.025903f, -0.10709f, -0.200741f, -0.332323f, 0.644584f,
- 0.386651f, 0.621749f, 0.302185f, -0.243676f, -0.461595f,
- -0.433389f, -0.593147f, 0.418157f, 0.299837f, 0.50064f,
- -0.124775f, 0.31177f, 0.061886f, -0.0240068f, -0.101382f,
- -0.0639972f, -0.190383f, -0.0549615f, -0.0423341f, 0.0745784f,
- 0.149147f, -0.271457f, 0.305835f, -0.02771f, 0.416986f,
- -0.0147757f, 0.262974f, 0.0109217f, 0.475815f, 0.13407f,
- -1.67536f, 0.174608f, 0.112184f, -0.0290066f, -0.287501f,
- 0.352614f, 0.420432f, -0.255287f, -0.228031f, 0.437014f,
- 0.403499f, -0.250898f, -0.119217f, -0.442683f, 0.365867f,
- -0.209472f, -0.426959f, 0.309496f, 0.105961f, 0.342443f,
- 0.543127f, -0.693675f, -0.250245f, -0.74935f, 0.339296f,
- 0.0147475f, 0.0775698f, 0.235613f, 0.164551f, 0.351877f,
- 0.120343f, -0.0549392f, 0.662616f, 0.118493f, 0.625549f,
- 0.296793f, -0.693809f, -0.318807f, -0.658186f, 0.118517f,
- -0.625897f, -0.334193f, -0.495502f, -0.0580679f, -0.502108f,
- 0.610184f, -0.212568f, 0.65402f, -0.205777f, 0.611087f,
- -0.190758f, 0.469293f, -0.0106184f, 0.162331f, -0.23283f,
- 0.26207f, -0.339728f, 0.225619f, -0.356367f, 0.232606f,
- -0.459364f, -0.486175f, -1.20263f, 0.530313f, -0.189706f,
- -0.459413f, -0.442404f, -0.468157f, 0.359397f, 0.508712f,
- -0.465745f, -0.509933f, 0.579796f, 0.290483f, 0.210952f,
- 0.0430353f, 0.126729f, 0.203994f, -0.845814f, -0.391114f,
- 0.469904f, 0.204385f, 0.222419f, 0.0260472f, 0.165553f,
- -0.298396f, -0.154579f, 0.184736f, -0.448324f, 0.288347f,
- -0.225289f, 0.18267f, -0.157379f, 0.177178f, -0.425429f,
- 0.567151f, -0.189216f, 0.344062f, -0.424986f, 0.309711f,
- -0.0967332f, 0.417457f, -0.176185f, 0.741058f, 0.115775f,
- -0.526939f, -0.0416508f, 0.29145f, 0.368292f, -0.0320823f,
- -0.174854f, -0.147699f, 0.345198f, -0.0989291f, -0.108224f,
- -0.0361128f, 0.569509f, -0.0537022f, 0.386112f, 0.0218484f,
- -0.0917452f, -0.326464f, -0.707277f, -0.92936f, 0.529203f,
- -0.0414848f, 0.265231f, -0.201359f, -0.278621f, -0.109272f,
- -0.22415f, -0.166414f, 0.300664f, -0.363893f, -0.114208f,
- 0.349553f, -0.131075f, 0.469761f, 0.292534f, 0.700264f,
- -0.0446578f, -0.636988f, -0.592225f, -0.00240535f, -0.390981f,
- 0.138289f, -0.0259559f, 0.552166f, 0.0787941f, -0.145882f,
- 0.119166f, 0.0342518f, 0.0238706f, 0.0467874f, 0.159073f,
- 0.273887f, 0.104308f, 0.0355133f, -0.240499f, 0.00161169f,
- -0.214345f, -0.197885f, -0.0937018f, 0.298671f, -0.15795f,
- 0.226991f, -0.648197f, -0.541824f, -0.54904f, 0.00723252f,
- -0.0886648f, 0.249384f, 0.0171777f, 0.204561f, 0.244553f,
- 0.173363f, 0.125727f, 0.00160048f, 0.0877024f, 0.210767f,
- 0.294793f, 0.0564319f, 0.273757f, -0.472057f, -0.40342f,
- -0.663498f, -0.294652f, -0.723821f, -0.556186f, 1.01032f,
- -0.341018f, 0.487445f, 0.154666f, 0.160475f, 0.0803587f,
- 0.122818f, -0.256329f, 0.0187389f, 0.0534024f, 0.339258f,
- 0.449883f, 0.0913971f, 0.794922f, 0.149188f, -0.754102f,
- -0.332147f, -1.11099f, -0.51734f, 0.37661f, 0.0851593f,
- 0.0638272f, -0.0391679f, -0.768516f, -0.151253f, 0.0189179f,
- -0.0957418f, 0.0703774f, -0.0844274f, 0.0122935f, -0.16257f,
- 0.052147f, -0.125905f, 0.151829f, 0.060688f, -0.120052f,
- -0.0462407f, -0.214985f, -0.166619f, -0.0131363f, 0.0969969f,
- -0.0109037f, 1.60049f, -0.195615f, -0.761682f
+static const float simple_motion_search_prune_part_logits_bias_16[] = {
+ 0.791815f, 0.888054f, 0.406071f, -0.217564f, -0.504713f,
+ -0.514339f, -0.200842f, -1.09239f, -1.78297f, -2.41754f
};
-static const float simple_motion_search_prune_rect_logits_kernel_16[] = {
- 0.195953f, 0.266914f, 1.09626f, -0.278587f, 0.315735f, 0.750366f,
- -0.0773732f, -0.011841f, -0.0652182f, -0.24263f, -0.714462f, -0.310441f,
- -0.39794f, 0.560316f, -0.67357f, -1.25198f, -0.2683f, -0.163392f,
- 0.470548f, 0.504874f, 0.215693f, -0.762583f, -0.650757f, 0.651298f,
- -0.0890686f, 0.141904f, -0.367436f, -0.0478515f, -0.154226f, 1.00121f,
- -0.311319f, -0.146908f, -0.259843f, -0.41941f, -0.650639f, 0.667579f,
- -0.143973f, -0.076802f, 0.0112008f, -1.03765f, 0.507756f, -0.197687f,
- -0.592847f, -1.12017f, 0.143625f, -0.139294f, 0.19386f, 0.198762f,
- 0.104138f, -0.203013f, -0.262737f, 0.154887f, -0.0434276f, -1.03264f,
- 0.619039f, -0.0234598f, -0.0827021f, 0.53719f, 0.478445f, -0.0073367f,
- 0.55982f, -0.0391153f, -0.222824f, 1.93238f, 0.193033f, 0.533387f,
- 0.142532f, -0.179864f, -0.802229f, 0.0993041f, -0.179998f, -0.837372f
+static const float simple_motion_search_prune_part_layer_0_bias_16[] = {
+ 0.89469f, 0.10871f, 0.664404f, -0.00639695f, -0.745647f, 0.910444f,
+ 0.168436f, -4.05854f, 1.00981f, 0.743352f, -0.73947f, -2.5654f,
+ -0.654753f, 0.602252f, -0.973004f, 1.1113f
};
-static const NN_CONFIG simple_motion_search_prune_rect_nn_config_16 = {
+static const NN_CONFIG simple_motion_search_prune_part_nn_config_16 = {
NUM_FEATURES_16,
NUM_LOGITS_16,
NUM_HIDDEN_LAYERS_16,
@@ -3578,12 +3617,12 @@
NUM_LAYER_0_UNITS_16,
},
{
- simple_motion_search_prune_rect_layer_0_kernel_16,
- simple_motion_search_prune_rect_logits_kernel_16,
+ simple_motion_search_prune_part_layer_0_kernel_16,
+ simple_motion_search_prune_part_logits_kernel_16,
},
{
- simple_motion_search_prune_rect_layer_0_bias_16,
- simple_motion_search_prune_rect_logits_bias_16,
+ simple_motion_search_prune_part_layer_0_bias_16,
+ simple_motion_search_prune_part_logits_bias_16,
},
};
@@ -3594,141 +3633,136 @@
// BLOCK_8X8
#define NUM_HIDDEN_LAYERS_8 1
-#define NUM_FEATURES_8 21
+#define NUM_FEATURES_8 19
#define NUM_LAYER_0_UNITS_8 24
-#define NUM_LOGITS_8 3
+#define NUM_LOGITS_8 4
-static const float simple_motion_search_prune_rect_layer_0_bias_8[] = {
- 0.0929719f, -1.04451f, 0.436521f, 0.244658f, -0.211554f, 0.236841f,
- 0.351304f, -0.335641f, -0.133174f, 0.3716f, 0.342397f, 0.00966127f,
- 0.110529f, 0.548292f, 0.318773f, 0.218123f, 0.14769f, 0.234058f,
- -0.0831903f, 0.134574f, 0.371851f, 0.322827f, 0.376413f, 0.537242f
+static const float simple_motion_search_prune_part_logits_kernel_8[] = {
+ -0.806717f, 0.0244927f, -0.0280725f, 0.210426f, 0.0820434f, -0.0222324f,
+ -0.0728984f, -0.424785f, -0.0568035f, -0.0744017f, 0.204282f, 0.43611f,
+ 0.319456f, 0.119903f, -0.333224f, -0.932499f, 0.105907f, 0.0905287f,
+ -0.612538f, 0.0978191f, -0.0858663f, 0.0468925f, -0.312509f, 0.0527469f,
+ 0.308466f, -0.139768f, -0.468023f, -0.069522f, 0.248949f, 0.0408582f,
+ 0.199935f, -0.448705f, 0.242315f, 0.00472276f, -0.468445f, -0.591226f,
+ 0.107975f, 0.261228f, -0.10724f, 0.104639f, -0.211234f, -0.304658f,
+ -0.261689f, -0.259529f, 0.0331369f, -0.468468f, -0.0555605f, -0.0495414f,
+ 0.247612f, -0.112518f, -0.393122f, 0.302172f, -0.252151f, 0.076605f,
+ -0.34155f, -0.182731f, 0.154079f, -0.464538f, -0.396327f, -0.654858f,
+ 0.0921198f, 0.202867f, -0.0712573f, 0.0349611f, 0.243043f, -0.177452f,
+ -0.205536f, -0.268024f, 0.0358315f, -0.560347f, -0.204207f, -0.0890628f,
+ -1.013f, -0.461748f, -0.429801f, -0.100352f, -0.34369f, 0.115318f,
+ -0.556285f, -0.0751575f, 0.183418f, -0.285223f, 0.197177f, -0.825216f,
+ -0.125709f, -0.100452f, 0.180481f, 0.764462f, 0.136609f, -0.660743f,
+ 0.212887f, -0.410408f, -0.330839f, -0.714646f, -0.115863f, -0.389509f
};
-static const float simple_motion_search_prune_rect_logits_bias_8[] = {
- 0.00590608f, 0.0627245f, -0.131135f
+static const float simple_motion_search_prune_part_layer_0_kernel_8[] = {
+ 0.0561017f, 0.530692f, 0.129047f, 0.296138f, 0.407593f,
+ 0.151159f, 0.180472f, 0.298995f, -0.0265362f, -0.380313f,
+ -0.136716f, -0.0644648f, 0.00808564f, 0.0875876f, -0.0719683f,
+ -0.0996071f, -1.49722f, -1.31176f, 1.54169f, -0.50717f,
+ -0.0186767f, -0.525924f, 0.0402954f, -0.553913f, 0.139015f,
+ 0.171752f, -0.376497f, 0.485084f, 0.182424f, -0.0236465f,
+ 0.380048f, -0.185493f, 0.554435f, 0.241565f, -0.225917f,
+ -1.08637f, -0.305121f, 1.3603f, 0.0806333f, -0.0697466f,
+ 0.216192f, 0.0493694f, 0.0620039f, -0.0042489f, 0.0707283f,
+ 0.0998331f, -0.0252022f, 0.342077f, -0.200664f, 0.335261f,
+ -0.100772f, 0.212881f, -0.374258f, 0.310442f, -1.95981f,
+ -1.16615f, 1.88243f, 0.503536f, -0.0919037f, 0.392323f,
+ 0.33149f, 0.563121f, -0.0898854f, 0.130267f, 0.404959f,
+ 1.06767f, 0.75134f, 0.810919f, 0.865237f, -1.08001f,
+ -0.949809f, -1.24941f, -0.95081f, -0.539575f, -0.355324f,
+ -0.110592f, -0.311277f, 0.023022f, -0.039287f, 0.491298f,
+ -0.248853f, -0.294741f, 0.288811f, 0.470638f, 0.330094f,
+ 0.146603f, 0.0958486f, 0.308326f, -0.87134f, -1.06074f,
+ -0.315428f, 0.717577f, -0.0174599f, -0.491904f, 0.977014f,
+ 0.922693f, 0.0265707f, -0.743468f, -0.273647f, -0.430625f,
+ -0.473789f, 0.119983f, 0.476441f, 0.639803f, -0.0753475f,
+ -0.0746323f, -0.0422539f, 0.013454f, -0.0174412f, -0.253015f,
+ -0.279585f, 0.11562f, -0.396919f, 0.306388f, 0.430346f,
+ 0.275945f, -0.196508f, 0.00180146f, 0.396652f, 0.324022f,
+ -0.142132f, 0.1768f, -0.0746152f, 0.314189f, -0.031924f,
+ 0.254196f, -0.253449f, 0.1537f, -0.98635f, -0.850926f,
+ 0.0762147f, -0.652507f, 1.16528f, -0.122595f, -0.00561333f,
+ 0.424954f, -0.00258127f, -0.421957f, -0.0714059f, 0.782031f,
+ -0.0129133f, -0.00544328f, -0.193527f, -0.0936037f, -0.00490983f,
+ -0.852396f, -0.649662f, 0.820325f, 0.484966f, 0.265405f,
+ -0.33032f, 0.104917f, -0.364478f, 0.26858f, 0.068847f,
+ -0.0751046f, 0.238931f, -0.151554f, 0.0296385f, -0.14869f,
+ -0.173547f, -0.397285f, 0.0561029f, -0.0681254f, 0.222631f,
+ -0.00800993f, 0.0686761f, 0.196754f, 0.249358f, 0.348125f,
+ -2.22757f, 0.186675f, -0.0426998f, 0.123301f, -0.0196412f,
+ 0.104882f, 0.138482f, 0.340663f, 0.0684671f, -1.22841f,
+ -1.08539f, -1.1055f, -0.732678f, 0.766626f, 0.727742f,
+ 1.26906f, 0.812594f, -0.446312f, -0.166752f, 0.396628f,
+ 0.00141587f, 0.0137288f, -0.0920456f, 0.123027f, -0.118517f,
+ -0.0412321f, -0.124952f, 0.00875945f, 0.0149883f, -0.0218859f,
+ -0.233299f, -0.0812722f, 0.269917f, 0.0246593f, 0.0915655f,
+ -0.019122f, 0.706718f, -0.172051f, -1.85551f, 0.0578997f,
+ 0.100269f, 0.131412f, -0.0952751f, 0.181419f, -0.0106305f,
+ 0.106179f, -0.142344f, 0.0916649f, -0.41298f, 0.113846f,
+ -0.322459f, 0.0415754f, -0.2205f, -0.224231f, 0.147907f,
+ -0.135093f, -0.398757f, 1.93381f, 0.20456f, -0.205381f,
+ -0.263999f, 0.364463f, -0.424052f, -0.0166924f, -0.319968f,
+ 0.0439144f, -0.692733f, 0.678982f, -0.445194f, -0.527451f,
+ 0.383248f, 0.330927f, -0.0367725f, 0.572847f, -0.620804f,
+ -0.286471f, 1.39367f, 0.470732f, 0.0751676f, 0.637958f,
+ 0.574865f, 0.411091f, 0.263806f, 0.555064f, 0.047788f,
+ 0.201792f, -0.0821822f, -0.0226181f, -0.176679f, -0.612642f,
+ -0.992254f, -0.292099f, -0.562201f, -0.567948f, -0.767681f,
+ 1.33645f, 0.0932564f, -0.421675f, 0.198262f, -0.401979f,
+ 0.244609f, -0.261484f, 0.0304534f, -0.200004f, 0.00951232f,
+ -0.085364f, 0.555152f, -0.243778f, 0.371369f, 0.152997f,
+ 0.154443f, -0.281229f, 0.967176f, 1.0212f, 0.276169f,
+ 0.0962747f, 0.449737f, 0.300859f, 0.376659f, 0.165669f,
+ 0.332263f, 0.238315f, 0.376668f, -0.139238f, -0.0694765f,
+ -0.256137f, -0.262146f, -0.246265f, 0.0261978f, -0.118975f,
+ -0.207184f, -0.614041f, -0.866987f, -1.75604f, -0.04917f,
+ 0.0794673f, -0.355224f, 0.0035685f, -0.340216f, 0.398567f,
+ -0.314826f, -0.12464f, 0.693428f, 0.701697f, 0.511653f,
+ 0.861303f, -0.64449f, -1.06257f, -0.773944f, -0.838084f,
+ 0.802429f, -0.24573f, 0.720913f, -0.31002f, 0.615694f,
+ 0.287994f, 0.18495f, 0.0188525f, 0.374338f, -0.12243f,
+ 0.613532f, 0.132456f, 0.177285f, -0.187238f, 0.0872563f,
+ -0.425068f, 0.154711f, -0.24283f, -0.193267f, -1.14008f,
+ -1.17759f, 0.517845f, 0.458782f, -0.161137f, 0.142772f,
+ 0.2811f, 0.171871f, 0.276129f, 0.018275f, 0.390464f,
+ -0.156414f, 0.108248f, -0.0909085f, -0.11346f, 0.0815138f,
+ 0.0729377f, -0.0769677f, 0.0110251f, -0.46098f, -0.421538f,
+ -2.18003f, 0.6639f, 0.541278f, 0.704337f, 0.480695f,
+ 0.727474f, 0.473937f, 0.770863f, 0.41774f, -0.112943f,
+ -0.107412f, 0.083639f, -0.351127f, -0.149221f, 0.0705735f,
+ -0.0908294f, -0.0789572f, -1.62533f, -2.14051f, -0.188871f,
+ 0.796224f, 0.00144302f, 0.467569f, -0.113915f, 0.660595f,
+ 0.101025f, 0.020895f, 0.604505f, -0.26598f, -0.149282f,
+ -0.548818f, -0.140463f, 0.13669f, -0.0955724f, -0.694851f,
+ -0.13438f, -0.384164f, -0.600513f, 1.48183f, 0.16481f,
+ 0.340894f, -0.190813f, 0.487458f, 0.0769957f, 0.192901f,
+ 0.039483f, 0.213366f, -0.508968f, -0.494034f, -0.987906f,
+ -0.188502f, -0.907188f, 0.0109838f, -0.275008f, -0.331017f,
+ -0.447202f, 0.0521897f, 0.837215f, 0.344802f, 0.216526f,
+ 0.456105f, 0.139706f, -0.373955f, 0.0232853f, -0.365632f,
+ -0.0586727f, 0.828841f, 0.737974f, -0.933899f, -0.0620807f,
+ -0.262087f, -0.0551274f, -0.374378f, 0.118385f, -0.0375933f,
+ -0.39549f, -0.0844191f, 0.274343f, 0.21814f, 0.52751f,
+ 0.449546f, 0.075518f, 0.369501f, 0.345248f, 0.403972f,
+ -0.465168f, -0.551238f, -0.354305f, -0.233872f, 0.664137f,
+ -0.214848f, -0.0363864f, 0.446154f, -0.500073f, -1.07883f,
+ -1.07772f
};
-static const float simple_motion_search_prune_rect_layer_0_kernel_8[] = {
- 0.236236f, -0.197322f, 0.0388012f, 0.0886282f, -0.294053f,
- -0.155901f, 0.0896536f, 0.207173f, -0.225464f, 0.245884f,
- 0.0924547f, 0.0988347f, -0.146962f, -0.236533f, 0.242752f,
- 0.276294f, 0.0918088f, -0.121309f, -0.265552f, 0.182409f,
- 0.0786249f, 0.115241f, 0.12636f, 0.286668f, -0.000413442f,
- 0.077513f, 0.105336f, 0.048894f, 0.128857f, -0.190525f,
- -0.0230398f, -0.0545946f, -0.0740677f, -0.217745f, 0.0473918f,
- -0.236371f, 0.0358959f, 0.0798586f, -0.273776f, -0.791735f,
- 0.212685f, 0.013666f, -0.1398f, 0.192162f, -0.0564259f,
- 0.121955f, 0.136823f, 0.0543089f, 0.092825f, 0.0444147f,
- -0.422158f, -0.346276f, 0.00682844f, -0.323295f, 0.159034f,
- -0.028898f, -0.0962342f, 0.191407f, -0.0995829f, 0.110343f,
- 0.457121f, 0.128277f, -0.189447f, 0.122764f, -0.107316f,
- 0.258696f, -0.137755f, -0.192561f, -0.275515f, -0.0133461f,
- -0.0209125f, 0.135886f, 0.0973947f, 0.431854f, 0.462813f,
- -0.423939f, 0.090637f, -0.158307f, 0.110351f, -0.188819f,
- -0.379815f, 0.297234f, 0.116816f, 0.14929f, -0.05142f,
- 0.142802f, -0.107308f, 0.0743166f, -0.181902f, 0.112688f,
- 0.326051f, -0.0466441f, -0.0585087f, 0.319181f, 0.201889f,
- -0.0519778f, 0.246045f, 0.129589f, -0.222352f, 0.410679f,
- -0.0468719f, -0.224405f, -0.378599f, -0.0708272f, 0.291255f,
- -0.275413f, -0.286772f, 0.146303f, 0.00502366f, 0.273997f,
- 0.0615063f, -0.128801f, 0.140438f, 0.00988162f, -0.416282f,
- -0.0501521f, 0.0601391f, 0.425444f, 0.204404f, -0.161582f,
- 0.228264f, -0.147466f, -0.142093f, 0.155618f, 0.125181f,
- -0.117226f, -0.0940137f, 0.199695f, 0.122635f, -0.0343566f,
- 0.25744f, -0.170798f, 0.170312f, -0.221076f, 0.210397f,
- -0.344634f, -0.42091f, -0.00364981f, -0.0145637f, 0.321783f,
- 0.0783587f, 0.250987f, -0.00987271f, -0.695387f, 0.484135f,
- -0.189236f, 0.340221f, -0.0261936f, 0.177004f, -0.101495f,
- 0.0458288f, 0.00996208f, -0.131282f, 0.239959f, -0.0646483f,
- 0.259072f, -0.294724f, -0.0485913f, 0.120665f, 0.271345f,
- -0.0236157f, -0.186769f, 0.200163f, -0.112428f, -0.038864f,
- -0.729764f, 0.320225f, 0.20533f, -0.0731921f, -0.0625873f,
- -0.487145f, 0.0819456f, -0.0344899f, 0.19262f, 0.324683f,
- 0.215074f, -0.464162f, -0.123737f, -0.062616f, 0.402956f,
- 0.18635f, -0.197769f, 0.100533f, -0.293992f, 0.145554f,
- 0.212232f, -0.297656f, 0.112656f, -0.00207075f, -0.163881f,
- -0.124628f, -0.225694f, 0.268492f, 0.166006f, 0.298173f,
- -0.122093f, 0.238944f, -0.132759f, 0.387168f, 0.283462f,
- 0.0376998f, -0.0527518f, -0.131649f, -0.187971f, 0.0433382f,
- -0.182108f, -0.0159221f, -0.306503f, -0.116393f, -0.278279f,
- 0.194667f, 0.191931f, -0.0155848f, 0.061354f, -0.187866f,
- -0.199614f, 0.27465f, 0.173959f, -0.142243f, -0.275063f,
- -0.436406f, -0.0414135f, -0.0867722f, 0.144904f, 0.457838f,
- 0.396556f, -0.234414f, 0.286493f, 0.182848f, -0.0964301f,
- 0.0647563f, 0.330323f, 0.0106972f, 0.291926f, 0.249374f,
- 0.126498f, 0.131904f, 0.144133f, 0.290967f, 0.279663f,
- -0.07275f, 0.298849f, 0.0509303f, 0.0835576f, -0.36213f,
- -0.215041f, -0.431314f, -0.363423f, -0.68542f, -0.311905f,
- -0.0158718f, -0.278136f, 0.22943f, -0.065407f, -0.180358f,
- -0.190041f, 0.178827f, -0.0956258f, -0.361751f, 0.0555846f,
- 0.0391926f, 0.18493f, 0.349155f, 0.0620533f, 0.107822f,
- -0.37479f, -0.214229f, 0.0156212f, 0.12353f, 0.0838783f,
- 0.0516166f, -0.297401f, -0.324205f, 0.165416f, -0.180237f,
- 0.000455288f, 0.0165856f, 0.269442f, -0.0050627f, -0.17379f,
- -0.159357f, -0.0197761f, -0.442358f, 0.292338f, -0.281192f,
- -0.220797f, -0.31968f, -0.13081f, -0.0714009f, -0.241106f,
- 0.0445559f, 0.286437f, 0.174064f, -0.0707783f, 0.179205f,
- -0.0858393f, -0.182413f, 0.0464337f, 0.273138f, -0.0686158f,
- -0.0846032f, -0.00880094f, 0.500096f, -0.157471f, -0.141422f,
- 0.381825f, -0.233019f, -0.10411f, -0.429038f, -0.383961f,
- -0.0143021f, 0.332843f, 0.319908f, -0.200207f, 0.185621f,
- -0.0827178f, 0.208406f, 0.249769f, -0.0723191f, -0.164118f,
- 0.2306f, 0.514743f, -0.168576f, 0.162905f, -0.0639156f,
- -0.00377544f, -0.0357603f, -0.366609f, -0.439581f, -0.390316f,
- -0.0256173f, 0.184651f, 0.225793f, 0.277336f, -0.271053f,
- -0.039194f, 0.308709f, -0.0823194f, 0.215845f, -0.0305934f,
- 0.207156f, 0.0242133f, 0.178076f, -0.0147258f, -0.501016f,
- 0.0425183f, -0.32334f, -0.117133f, 0.211239f, 0.11304f,
- 0.224753f, 0.289255f, -0.353953f, -0.251153f, -0.284117f,
- 0.0381016f, -0.0220049f, -0.146197f, 0.0198448f, 0.0830073f,
- 0.0769781f, 0.245701f, 0.0345686f, -0.171671f, -0.0749316f,
- -0.156164f, 0.077471f, 0.171366f, 0.00549367f, -0.0917314f,
- -0.348183f, 0.186549f, 0.155758f, 0.12377f, 0.228549f,
- -0.372118f, 0.224414f, 0.0303148f, -0.00673295f, 0.0855743f,
- 0.109336f, 0.360171f, -0.0578394f, -0.34167f, -0.0415367f,
- -0.278975f, 0.283761f, 0.398667f, -0.340301f, -0.232094f,
- 0.126067f, 0.193787f, -0.176406f, 0.0546539f, -0.0549633f,
- 0.105809f, -0.0926057f, -0.0116372f, -0.098266f, 0.116753f,
- -0.0661511f, 0.439646f, -0.0927268f, 0.0999881f, -0.170887f,
- 0.221045f, 0.0309981f, 0.253644f, 0.327211f, 0.0822908f,
- -0.206893f, -0.0705511f, -0.0183062f, -0.062421f, -0.26241f,
- -0.0850025f, 0.215664f, -0.445837f, 0.265127f, -0.24374f,
- 0.0182374f, 0.199747f, 0.192634f, -0.0547674f, 0.237479f,
- -0.22589f, 0.0199568f, -0.00226449f, -0.370026f, -0.085982f,
- 0.120268f, -0.201913f, -0.0241852f, -0.0902752f, -0.125417f,
- -0.138451f, 0.139834f, 0.035369f, 0.973304f, -0.133185f,
- -0.0372511f, -0.0939797f, 0.0750327f, 0.131332f, -0.0948143f,
- -0.227437f, 0.0718025f, -0.241555f, 0.0954081f, -0.114389f,
- 0.144256f, 0.177365f, 0.025649f, -0.224896f, -0.0699606f,
- -0.31351f, 0.0349252f, -0.492566f, 0.00455435f, 0.94466f,
- 0.100314f, 0.294475f, 0.152531f, -0.165193f, -0.0367636f,
- -0.153355f, 0.216961f, 0.0382139f, -0.251386f, 0.0728174f,
- -0.122198f, 0.178884f, 0.0375681f, -0.215692f, 0.241714f,
- 0.293426f, 0.110962f, -0.327579f, 0.113138f, 0.373479f,
- -0.518696f, 0.253503f, -0.0688753f, -0.109652f, 0.0778219f,
- 0.110266f, -0.0355493f, 0.289359f, -0.137474f, -0.0457507f,
- -0.0755428f, -0.134834f, 0.384724f, 0.167317f, 0.227267f,
- -0.179717f, -0.189428f, -0.389926f, -0.445401f, -0.144119f,
- 0.0681414f, 0.5804f, -0.271505f, -0.0127296f
+static const float simple_motion_search_prune_part_logits_bias_8[] = {
+ 1.09425f, -0.345875f, -0.56098f, -1.84859f
};
-static const float simple_motion_search_prune_rect_logits_kernel_8[] = {
- 0.0534772f, 0.76338f, 0.00330479f, -0.418013f, 0.308282f, 0.126139f,
- 0.0381165f, 0.230419f, 0.267358f, -0.265256f, 0.314815f, -0.345259f,
- -0.332239f, -0.0974348f, -0.135406f, -0.411826f, 0.469479f, 0.328913f,
- -0.142056f, 0.0970277f, 0.408218f, -0.266971f, 0.496125f, -0.579164f,
- -0.00991023f, 0.743371f, -0.305708f, 0.235066f, 0.30313f, -0.285641f,
- -0.291385f, 0.449725f, 0.0123259f, 0.247515f, -0.0168741f, -0.0156247f,
- 0.221771f, -0.0213741f, 0.485301f, 0.291499f, -0.423436f, 0.223715f,
- -0.428009f, 0.563144f, 0.157696f, -0.4129f, 0.0360898f, -0.137376f,
- -0.264407f, -1.90753f, 0.543665f, 0.0238804f, 0.0785367f, -0.315858f,
- 0.826249f, -0.279287f, -0.0639901f, 0.269955f, 0.221804f, 0.84004f,
- -0.102974f, -0.423812f, 0.21655f, -0.301221f, 0.969496f, -0.278917f,
- -0.493561f, 0.34022f, -0.765727f, 0.778922f, -0.196643f, 0.120032f
+static const float simple_motion_search_prune_part_layer_0_bias_8[] = {
+ -1.75332f, 0.419404f, -0.0423004f, 0.345601f, -2.40097f, -0.574857f,
+ -2.53366f, -0.207096f, -1.08866f, 0.801763f, -2.72428f, -2.39884f,
+ 1.04072f, -0.782749f, -1.47003f, -2.98207f, 0.8829f, 1.81741f,
+ -2.02369f, 0.241717f, -0.178749f, -3.00588f, -0.232007f, 0.21717f
};
-static const NN_CONFIG simple_motion_search_prune_rect_nn_config_8 = {
+static const NN_CONFIG simple_motion_search_prune_part_nn_config_8 = {
NUM_FEATURES_8,
NUM_LOGITS_8,
NUM_HIDDEN_LAYERS_8,
@@ -3736,12 +3770,12 @@
NUM_LAYER_0_UNITS_8,
},
{
- simple_motion_search_prune_rect_layer_0_kernel_8,
- simple_motion_search_prune_rect_logits_kernel_8,
+ simple_motion_search_prune_part_layer_0_kernel_8,
+ simple_motion_search_prune_part_logits_kernel_8,
},
{
- simple_motion_search_prune_rect_layer_0_bias_8,
- simple_motion_search_prune_rect_logits_bias_8,
+ simple_motion_search_prune_part_layer_0_bias_8,
+ simple_motion_search_prune_part_logits_bias_8,
},
};
diff --git a/av1/encoder/speed_features.c b/av1/encoder/speed_features.c
index 15442be..a6ca533 100644
--- a/av1/encoder/speed_features.c
+++ b/av1/encoder/speed_features.c
@@ -271,7 +271,7 @@
// speed.
sf->prune_single_motion_modes_by_simple_trans = 1;
- sf->full_pixel_motion_search_based_split = 1;
+ sf->simple_motion_search_split_only = 1;
sf->simple_motion_search_prune_rect = 1;
sf->disable_wedge_search_var_thresh = 0;
@@ -554,7 +554,7 @@
for (i = 0; i < PARTITION_BLOCK_SIZES; ++i) {
sf->ml_partition_search_breakout_thresh[i] = -1; // -1 means not enabled.
}
- sf->full_pixel_motion_search_based_split = 0;
+ sf->simple_motion_search_split_only = 0;
sf->simple_motion_search_prune_rect = 0;
// Set this at the appropriate speed levels
diff --git a/av1/encoder/speed_features.h b/av1/encoder/speed_features.h
index e2964c8..c7debb1 100644
--- a/av1/encoder/speed_features.h
+++ b/av1/encoder/speed_features.h
@@ -605,10 +605,6 @@
// Prune intra mode candidates based on source block gradient stats.
int intra_angle_estimation;
- // Performs full pixel motion search before none_partition to decide if we
- // want to split directly without trying other partition types.
- int full_pixel_motion_search_based_split;
-
// Skip obmc or warped motion mode when neighborhood motion field is
// identical
int skip_obmc_in_uniform_mv_field;
@@ -639,6 +635,10 @@
// PARTITION_HORZ and PARTITION_VERT.
int simple_motion_search_prune_rect;
+ // Perform simple motion search before none_partition to decide if we
+ // want to split directly without trying other partition types.
+ int simple_motion_search_split_only;
+
int cb_pred_filter_search;
// adaptive interp_filter search to allow skip of certain filter types.
