Adds ESPCN super resolution filter merged with SRCNN filter.

Signed-off-by: Pedro Arthur <bygrandao@gmail.com>

9 files changed, 13245 insertions, 375 deletions

diff --git a/libavfilter/Makefile b/libavfilter/Makefile
index 34333aa..15dce43 100644
--- a/libavfilter/Makefile
+++ b/libavfilter/Makefile
@@ -340,7 +340,7 @@ OBJS-$(CONFIG_SMARTBLUR_FILTER)              += vf_smartblur.o
 OBJS-$(CONFIG_SOBEL_FILTER)                  += vf_convolution.o
 OBJS-$(CONFIG_SPLIT_FILTER)                  += split.o
 OBJS-$(CONFIG_SPP_FILTER)                    += vf_spp.o
-OBJS-$(CONFIG_SRCNN_FILTER)                  += vf_srcnn.o
+OBJS-$(CONFIG_SR_FILTER)                     += vf_sr.o
 OBJS-$(CONFIG_SSIM_FILTER)                   += vf_ssim.o framesync.o
 OBJS-$(CONFIG_STEREO3D_FILTER)               += vf_stereo3d.o
 OBJS-$(CONFIG_STREAMSELECT_FILTER)           += f_streamselect.o framesync.o
diff --git a/libavfilter/allfilters.c b/libavfilter/allfilters.c
index e07fe67..e0a32f6 100644
--- a/libavfilter/allfilters.c
+++ b/libavfilter/allfilters.c
@@ -328,7 +328,7 @@ extern AVFilter ff_vf_smartblur;
 extern AVFilter ff_vf_sobel;
 extern AVFilter ff_vf_split;
 extern AVFilter ff_vf_spp;
-extern AVFilter ff_vf_srcnn;
+extern AVFilter ff_vf_sr;
 extern AVFilter ff_vf_ssim;
 extern AVFilter ff_vf_stereo3d;
 extern AVFilter ff_vf_streamselect;
diff --git a/libavfilter/dnn_backend_native.c b/libavfilter/dnn_backend_native.c
index 6e80dd3..02b174a 100644
--- a/libavfilter/dnn_backend_native.c
+++ b/libavfilter/dnn_backend_native.c
@@ -25,9 +25,12 @@
 
 #include "dnn_backend_native.h"
 #include "dnn_srcnn.h"
+#include "dnn_espcn.h"
 #include "libavformat/avio.h"
 
-typedef enum {INPUT, CONV} LayerType;
+typedef enum {INPUT, CONV, DEPTH_TO_SPACE} LayerType;
+
+typedef enum {RELU, TANH, SIGMOID} ActivationFunc;
 
 typedef struct Layer{
     LayerType type;
@@ -37,6 +40,7 @@ typedef struct Layer{
 
 typedef struct ConvolutionalParams{
     int32_t input_num, output_num, kernel_size;
+    ActivationFunc activation;
     float* kernel;
     float* biases;
 } ConvolutionalParams;
@@ -45,17 +49,22 @@ typedef struct InputParams{
     int height, width, channels;
 } InputParams;
 
+typedef struct DepthToSpaceParams{
+    int block_size;
+} DepthToSpaceParams;
+
 // Represents simple feed-forward convolutional network.
 typedef struct ConvolutionalNetwork{
     Layer* layers;
     int32_t layers_num;
 } ConvolutionalNetwork;
 
-static DNNReturnType set_input_output_native(void* model, const DNNData* input, const DNNData* output)
+static DNNReturnType set_input_output_native(void* model, DNNData* input, DNNData* output)
 {
     ConvolutionalNetwork* network = (ConvolutionalNetwork*)model;
     InputParams* input_params;
     ConvolutionalParams* conv_params;
+    DepthToSpaceParams* depth_to_space_params;
     int cur_width, cur_height, cur_channels;
     int32_t layer;
 
@@ -63,11 +72,17 @@ static DNNReturnType set_input_output_native(void* model, const DNNData* input,
         return DNN_ERROR;
     }
     else{
-        network->layers[0].output = input->data;
         input_params = (InputParams*)network->layers[0].params;
         input_params->width = cur_width = input->width;
         input_params->height = cur_height = input->height;
         input_params->channels = cur_channels = input->channels;
+        if (input->data){
+            av_freep(&input->data);
+        }
+        network->layers[0].output = input->data = av_malloc(cur_height * cur_width * cur_channels * sizeof(float));
+        if (!network->layers[0].output){
+            return DNN_ERROR;
+        }
     }
 
     for (layer = 1; layer < network->layers_num; ++layer){
@@ -78,32 +93,40 @@ static DNNReturnType set_input_output_native(void* model, const DNNData* input,
                 return DNN_ERROR;
             }
             cur_channels = conv_params->output_num;
-            if (layer < network->layers_num - 1){
-                if (!network->layers[layer].output){
-                    av_freep(&network->layers[layer].output);
-                }
-                network->layers[layer].output = av_malloc(cur_height * cur_width * cur_channels * sizeof(float));
-                if (!network->layers[layer].output){
-                    return DNN_ERROR;
-                }
-            }
-            else{
-                network->layers[layer].output = output->data;
-                if (output->width != cur_width || output->height != cur_height || output->channels != cur_channels){
-                    return DNN_ERROR;
-                }
+            break;
+        case DEPTH_TO_SPACE:
+            depth_to_space_params = (DepthToSpaceParams*)network->layers[layer].params;
+            if (cur_channels % (depth_to_space_params->block_size * depth_to_space_params->block_size) != 0){
+                return DNN_ERROR;
             }
+            cur_channels = cur_channels / (depth_to_space_params->block_size * depth_to_space_params->block_size);
+            cur_height *= depth_to_space_params->block_size;
+            cur_width *= depth_to_space_params->block_size;
             break;
         default:
             return DNN_ERROR;
         }
+        if (network->layers[layer].output){
+            av_freep(&network->layers[layer].output);
+        }
+        network->layers[layer].output = av_malloc(cur_height * cur_width * cur_channels * sizeof(float));
+        if (!network->layers[layer].output){
+            return DNN_ERROR;
+        }
     }
 
+    output->data = network->layers[network->layers_num - 1].output;
+    output->height = cur_height;
+    output->width = cur_width;
+    output->channels = cur_channels;
+
     return DNN_SUCCESS;
 }
 
 // Loads model and its parameters that are stored in a binary file with following structure:
-// layers_num,conv_input_num,conv_output_num,conv_kernel_size,conv_kernel,conv_biases,conv_input_num...
+// layers_num,layer_type,layer_parameterss,layer_type,layer_parameters...
+// For CONV layer: activation_function, input_num, output_num, kernel_size, kernel, biases
+// For DEPTH_TO_SPACE layer: block_size
 DNNModel* ff_dnn_load_model_native(const char* model_filename)
 {
     DNNModel* model = NULL;
@@ -111,7 +134,9 @@ DNNModel* ff_dnn_load_model_native(const char* model_filename)
     AVIOContext* model_file_context;
     int file_size, dnn_size, kernel_size, i;
     int32_t layer;
+    LayerType layer_type;
     ConvolutionalParams* conv_params;
+    DepthToSpaceParams* depth_to_space_params;
 
     model = av_malloc(sizeof(DNNModel));
     if (!model){
@@ -156,39 +181,62 @@ DNNModel* ff_dnn_load_model_native(const char* model_filename)
     }
 
     for (layer = 1; layer < network->layers_num; ++layer){
-        conv_params = av_malloc(sizeof(ConvolutionalParams));
-        if (!conv_params){
-            avio_closep(&model_file_context);
-            ff_dnn_free_model_native(&model);
-            return NULL;
-        }
-        conv_params->input_num = (int32_t)avio_rl32(model_file_context);
-        conv_params->output_num = (int32_t)avio_rl32(model_file_context);
-        conv_params->kernel_size = (int32_t)avio_rl32(model_file_context);
-        kernel_size = conv_params->input_num * conv_params->output_num *
-                      conv_params->kernel_size * conv_params->kernel_size;
-        dnn_size += 12 + (kernel_size + conv_params->output_num << 2);
-        if (dnn_size > file_size || conv_params->input_num <= 0 ||
-            conv_params->output_num <= 0 || conv_params->kernel_size <= 0){
-            avio_closep(&model_file_context);
-            ff_dnn_free_model_native(&model);
-            return NULL;
-        }
-        conv_params->kernel = av_malloc(kernel_size * sizeof(float));
-        conv_params->biases = av_malloc(conv_params->output_num * sizeof(float));
-        if (!conv_params->kernel || !conv_params->biases){
+        layer_type = (int32_t)avio_rl32(model_file_context);
+        dnn_size += 4;
+        switch (layer_type){
+        case CONV:
+            conv_params = av_malloc(sizeof(ConvolutionalParams));
+            if (!conv_params){
+                avio_closep(&model_file_context);
+                ff_dnn_free_model_native(&model);
+                return NULL;
+            }
+            conv_params->activation = (int32_t)avio_rl32(model_file_context);
+            conv_params->input_num = (int32_t)avio_rl32(model_file_context);
+            conv_params->output_num = (int32_t)avio_rl32(model_file_context);
+            conv_params->kernel_size = (int32_t)avio_rl32(model_file_context);
+            kernel_size = conv_params->input_num * conv_params->output_num *
+                          conv_params->kernel_size * conv_params->kernel_size;
+            dnn_size += 16 + (kernel_size + conv_params->output_num << 2);
+            if (dnn_size > file_size || conv_params->input_num <= 0 ||
+                conv_params->output_num <= 0 || conv_params->kernel_size <= 0){
+                avio_closep(&model_file_context);
+                ff_dnn_free_model_native(&model);
+                return NULL;
+            }
+            conv_params->kernel = av_malloc(kernel_size * sizeof(float));
+            conv_params->biases = av_malloc(conv_params->output_num * sizeof(float));
+            if (!conv_params->kernel || !conv_params->biases){
+                avio_closep(&model_file_context);
+                ff_dnn_free_model_native(&model);
+                return NULL;
+            }
+            for (i = 0; i < kernel_size; ++i){
+                conv_params->kernel[i] = av_int2float(avio_rl32(model_file_context));
+            }
+            for (i = 0; i < conv_params->output_num; ++i){
+                conv_params->biases[i] = av_int2float(avio_rl32(model_file_context));
+            }
+            network->layers[layer].type = CONV;
+            network->layers[layer].params = conv_params;
+            break;
+        case DEPTH_TO_SPACE:
+            depth_to_space_params = av_malloc(sizeof(DepthToSpaceParams));
+            if (!depth_to_space_params){
+                avio_closep(&model_file_context);
+                ff_dnn_free_model_native(&model);
+                return NULL;
+            }
+            depth_to_space_params->block_size = (int32_t)avio_rl32(model_file_context);
+            dnn_size += 4;
+            network->layers[layer].type = DEPTH_TO_SPACE;
+            network->layers[layer].params = depth_to_space_params;
+            break;
+        default:
             avio_closep(&model_file_context);
             ff_dnn_free_model_native(&model);
             return NULL;
         }
-        for (i = 0; i < kernel_size; ++i){
-            conv_params->kernel[i] = av_int2float(avio_rl32(model_file_context));
-        }
-        for (i = 0; i < conv_params->output_num; ++i){
-            conv_params->biases[i] = av_int2float(avio_rl32(model_file_context));
-        }
-        network->layers[layer].type = CONV;
-        network->layers[layer].params = conv_params;
     }
 
     avio_closep(&model_file_context);
@@ -203,7 +251,8 @@ DNNModel* ff_dnn_load_model_native(const char* model_filename)
     return model;
 }
 
-static int set_up_conv_layer(Layer* layer, const float* kernel, const float* biases, int32_t input_num, int32_t output_num, int32_t size)
+static int set_up_conv_layer(Layer* layer, const float* kernel, const float* biases, ActivationFunc activation,
+                             int32_t input_num, int32_t output_num, int32_t size)
 {
     ConvolutionalParams* conv_params;
     int kernel_size;
@@ -212,6 +261,7 @@ static int set_up_conv_layer(Layer* layer, const float* kernel, const float* bia
     if (!conv_params){
         return DNN_ERROR;
     }
+    conv_params->activation = activation;
     conv_params->input_num = input_num;
     conv_params->output_num = output_num;
     conv_params->kernel_size = size;
@@ -236,6 +286,7 @@ DNNModel* ff_dnn_load_default_model_native(DNNDefaultModel model_type)
 {
     DNNModel* model = NULL;
     ConvolutionalNetwork* network = NULL;
+    DepthToSpaceParams* depth_to_space_params;
     int32_t layer;
 
     model = av_malloc(sizeof(DNNModel));
@@ -253,45 +304,68 @@ DNNModel* ff_dnn_load_default_model_native(DNNDefaultModel model_type)
     switch (model_type){
     case DNN_SRCNN:
         network->layers_num = 4;
+        break;
+    case DNN_ESPCN:
+        network->layers_num = 5;
+        break;
+    default:
+        av_freep(&network);
+        av_freep(&model);
+        return NULL;
+    }
 
-        network->layers = av_malloc(network->layers_num * sizeof(Layer));
-        if (!network->layers){
-            av_freep(&network);
-            av_freep(&model);
-            return NULL;
-        }
+    network->layers = av_malloc(network->layers_num * sizeof(Layer));
+    if (!network->layers){
+        av_freep(&network);
+        av_freep(&model);
+        return NULL;
+    }
 
-        for (layer = 0; layer < network->layers_num; ++layer){
-            network->layers[layer].output = NULL;
-            network->layers[layer].params = NULL;
+    for (layer = 0; layer < network->layers_num; ++layer){
+        network->layers[layer].output = NULL;
+        network->layers[layer].params = NULL;
+    }
+    network->layers[0].type = INPUT;
+    network->layers[0].params = av_malloc(sizeof(InputParams));
+    if (!network->layers[0].params){
+        ff_dnn_free_model_native(&model);
+        return NULL;
+    }
+
+    switch (model_type){
+    case DNN_SRCNN:
+        if (set_up_conv_layer(network->layers + 1, srcnn_conv1_kernel, srcnn_conv1_biases, RELU, 1, 64, 9) != DNN_SUCCESS ||
+            set_up_conv_layer(network->layers + 2, srcnn_conv2_kernel, srcnn_conv2_biases, RELU, 64, 32, 1) != DNN_SUCCESS ||
+            set_up_conv_layer(network->layers + 3, srcnn_conv3_kernel, srcnn_conv3_biases, RELU, 32, 1, 5) != DNN_SUCCESS){
+            ff_dnn_free_model_native(&model);
+            return NULL;
         }
-        network->layers[0].type = INPUT;
-        network->layers[0].params = av_malloc(sizeof(InputParams));
-        if (!network->layers[0].params){
+        break;
+    case DNN_ESPCN:
+        if (set_up_conv_layer(network->layers + 1, espcn_conv1_kernel, espcn_conv1_biases, TANH, 1, 64, 5) != DNN_SUCCESS ||
+            set_up_conv_layer(network->layers + 2, espcn_conv2_kernel, espcn_conv2_biases, TANH, 64, 32, 3) != DNN_SUCCESS ||
+            set_up_conv_layer(network->layers + 3, espcn_conv3_kernel, espcn_conv3_biases, SIGMOID, 32, 4, 3) != DNN_SUCCESS){
             ff_dnn_free_model_native(&model);
             return NULL;
         }
-
-        if (set_up_conv_layer(network->layers + 1, conv1_kernel, conv1_biases, 1, 64, 9) != DNN_SUCCESS ||
-            set_up_conv_layer(network->layers + 2, conv2_kernel, conv2_biases, 64, 32, 1) != DNN_SUCCESS ||
-            set_up_conv_layer(network->layers + 3, conv3_kernel, conv3_biases, 32, 1, 5) != DNN_SUCCESS){
+        network->layers[4].type = DEPTH_TO_SPACE;
+        depth_to_space_params = av_malloc(sizeof(DepthToSpaceParams));
+        if (!depth_to_space_params){
             ff_dnn_free_model_native(&model);
             return NULL;
         }
+        depth_to_space_params->block_size = 2;
+        network->layers[4].params = depth_to_space_params;
+    }
 
-        model->set_input_output = &set_input_output_native;
+    model->set_input_output = &set_input_output_native;
 
-        return model;
-    default:
-        av_freep(&network);
-        av_freep(&model);
-        return NULL;
-    }
+    return model;
 }
 
 #define CLAMP_TO_EDGE(x, w) ((x) < 0 ? 0 : ((x) >= (w) ? (w - 1) : (x)))
 
-static void convolve(const float* input, float* output, const ConvolutionalParams* conv_params, int32_t width, int32_t height)
+static void convolve(const float* input, float* output, const ConvolutionalParams* conv_params, int width, int height)
 {
     int y, x, n_filter, ch, kernel_y, kernel_x;
     int radius = conv_params->kernel_size >> 1;
@@ -313,19 +387,53 @@ static void convolve(const float* input, float* output, const ConvolutionalParam
                         }
                     }
                 }
-                output[n_filter] = FFMAX(output[n_filter], 0.0);
+                switch (conv_params->activation){
+                case RELU:
+                    output[n_filter] = FFMAX(output[n_filter], 0.0);
+                    break;
+                case TANH:
+                    output[n_filter] = 2.0f  / (1.0f + exp(-2.0f * output[n_filter])) - 1.0f;
+                    break;
+                case SIGMOID:
+                    output[n_filter] = 1.0f / (1.0f + exp(-output[n_filter]));
+                }
             }
             output += conv_params->output_num;
         }
     }
 }
 
+static void depth_to_space(const float* input, float* output, int block_size, int width, int height, int channels)
+{
+    int y, x, by, bx, ch;
+    int new_channels = channels / (block_size * block_size);
+    int output_linesize = width * channels;
+    int by_linesize = output_linesize / block_size;
+    int x_linesize = new_channels * block_size;
+
+    for (y = 0; y < height; ++y){
+        for (x = 0; x < width; ++x){
+            for (by = 0; by < block_size; ++by){
+                for (bx = 0; bx < block_size; ++bx){
+                    for (ch = 0; ch < new_channels; ++ch){
+                        output[by * by_linesize + x * x_linesize + bx * new_channels + ch] = input[ch];
+                    }
+                    input += new_channels;
+                }
+            }
+        }
+        output += output_linesize;
+    }
+}
+
 DNNReturnType ff_dnn_execute_model_native(const DNNModel* model)
 {
     ConvolutionalNetwork* network = (ConvolutionalNetwork*)model->model;
-    InputParams* input_params;
-    int cur_width, cur_height;
+    int cur_width, cur_height, cur_channels;
     int32_t layer;
+    InputParams* input_params;
+    ConvolutionalParams* conv_params;
+    DepthToSpaceParams* depth_to_space_params;
 
     if (network->layers_num <= 0 || network->layers[0].type != INPUT || !network->layers[0].output){
         return DNN_ERROR;
@@ -334,6 +442,7 @@ DNNReturnType ff_dnn_execute_model_native(const DNNModel* model)
         input_params = (InputParams*)network->layers[0].params;
         cur_width = input_params->width;
         cur_height = input_params->height;
+        cur_channels = input_params->channels;
     }
 
     for (layer = 1; layer < network->layers_num; ++layer){
@@ -342,7 +451,17 @@ DNNReturnType ff_dnn_execute_model_native(const DNNModel* model)
         }
         switch (network->layers[layer].type){
         case CONV:
-            convolve(network->layers[layer - 1].output, network->layers[layer].output, (ConvolutionalParams*)network->layers[layer].params, cur_width, cur_height);
+            conv_params = (ConvolutionalParams*)network->layers[layer].params;
+            convolve(network->layers[layer - 1].output, network->layers[layer].output, conv_params, cur_width, cur_height);
+            cur_channels = conv_params->output_num;
+            break;
+        case DEPTH_TO_SPACE:
+            depth_to_space_params = (DepthToSpaceParams*)network->layers[layer].params;
+            depth_to_space(network->layers[layer - 1].output, network->layers[layer].output,
+                           depth_to_space_params->block_size, cur_width, cur_height, cur_channels);
+            cur_height *= depth_to_space_params->block_size;
+            cur_width *= depth_to_space_params->block_size;
+            cur_channels /= depth_to_space_params->block_size * depth_to_space_params->block_size;
             break;
         case INPUT:
             return DNN_ERROR;
@@ -362,19 +481,13 @@ void ff_dnn_free_model_native(DNNModel** model)
     {
         network = (ConvolutionalNetwork*)(*model)->model;
         for (layer = 0; layer < network->layers_num; ++layer){
-            switch (network->layers[layer].type){
-            case CONV:
-                if (layer < network->layers_num - 1){
-                    av_freep(&network->layers[layer].output);
-                }
+            av_freep(&network->layers[layer].output);
+            if (network->layers[layer].type == CONV){
                 conv_params = (ConvolutionalParams*)network->layers[layer].params;
                 av_freep(&conv_params->kernel);
                 av_freep(&conv_params->biases);
-                av_freep(&conv_params);
-                break;
-            case INPUT:
-                av_freep(&network->layers[layer].params);
             }
+            av_freep(&network->layers[layer].params);
         }
         av_freep(network);
         av_freep(model);
diff --git a/libavfilter/dnn_backend_tf.c b/libavfilter/dnn_backend_tf.c
index e46b1ad..302ff9e 100644
--- a/libavfilter/dnn_backend_tf.c
+++ b/libavfilter/dnn_backend_tf.c
@@ -25,6 +25,7 @@
 
 #include "dnn_backend_tf.h"
 #include "dnn_srcnn.h"
+#include "dnn_espcn.h"
 #include "libavformat/avio.h"
 
 #include <tensorflow/c/c_api.h>
@@ -35,9 +36,7 @@ typedef struct TFModel{
     TF_Status* status;
     TF_Output input, output;
     TF_Tensor* input_tensor;
-    TF_Tensor* output_tensor;
-    const DNNData* input_data;
-    const DNNData* output_data;
+    DNNData* output_data;
 } TFModel;
 
 static void free_buffer(void* data, size_t length)
@@ -78,13 +77,13 @@ static TF_Buffer* read_graph(const char* model_filename)
     return graph_buf;
 }
 
-static DNNReturnType set_input_output_tf(void* model, const DNNData* input, const DNNData* output)
+static DNNReturnType set_input_output_tf(void* model, DNNData* input, DNNData* output)
 {
     TFModel* tf_model = (TFModel*)model;
     int64_t input_dims[] = {1, input->height, input->width, input->channels};
-    int64_t output_dims[] = {1, output->height, output->width, output->channels};
     TF_SessionOptions* sess_opts;
     const TF_Operation* init_op = TF_GraphOperationByName(tf_model->graph, "init");
+    TF_Tensor* output_tensor;
 
     // Input operation should be named 'x'
     tf_model->input.oper = TF_GraphOperationByName(tf_model->graph, "x");
@@ -100,6 +99,7 @@ static DNNReturnType set_input_output_tf(void* model, const DNNData* input, cons
     if (!tf_model->input_tensor){
         return DNN_ERROR;
     }
+    input->data = (float*)TF_TensorData(tf_model->input_tensor);
 
     // Output operation should be named 'y'
     tf_model->output.oper = TF_GraphOperationByName(tf_model->graph, "y");
@@ -107,17 +107,6 @@ static DNNReturnType set_input_output_tf(void* model, const DNNData* input, cons
         return DNN_ERROR;
     }
     tf_model->output.index = 0;
-    if (tf_model->output_tensor){
-        TF_DeleteTensor(tf_model->output_tensor);
-    }
-    tf_model->output_tensor = TF_AllocateTensor(TF_FLOAT, output_dims, 4,
-                                                output_dims[1] * output_dims[2] * output_dims[3] * sizeof(float));
-    if (!tf_model->output_tensor){
-        return DNN_ERROR;
-    }
-
-    tf_model->input_data = input;
-    tf_model->output_data = output;
 
     if (tf_model->session){
         TF_CloseSession(tf_model->session, tf_model->status);
@@ -144,6 +133,26 @@ static DNNReturnType set_input_output_tf(void* model, const DNNData* input, cons
         }
     }
 
+    // Execute network to get output height, width and number of channels
+    TF_SessionRun(tf_model->session, NULL,
+                  &tf_model->input, &tf_model->input_tensor, 1,
+                  &tf_model->output, &output_tensor, 1,
+                  NULL, 0, NULL, tf_model->status);
+    if (TF_GetCode(tf_model->status) != TF_OK){
+        return DNN_ERROR;
+    }
+    else{
+        output->height = TF_Dim(output_tensor, 1);
+        output->width = TF_Dim(output_tensor, 2);
+        output->channels = TF_Dim(output_tensor, 3);
+        output->data = av_malloc(output->height * output->width * output->channels * sizeof(float));
+        if (!output->data){
+            return DNN_ERROR;
+        }
+        tf_model->output_data = output;
+        TF_DeleteTensor(output_tensor);
+    }
+
     return DNN_SUCCESS;
 }
 
@@ -166,7 +175,7 @@ DNNModel* ff_dnn_load_model_tf(const char* model_filename)
     }
     tf_model->session = NULL;
     tf_model->input_tensor = NULL;
-    tf_model->output_tensor = NULL;
+    tf_model->output_data = NULL;
 
     graph_def = read_graph(model_filename);
     if (!graph_def){
@@ -215,6 +224,17 @@ DNNModel* ff_dnn_load_default_model_tf(DNNDefaultModel model_type)
         graph_def->length = srcnn_tf_size;
         graph_def->data_deallocator = free_buffer;
         break;
+    case DNN_ESPCN:
+        graph_data = av_malloc(espcn_tf_size);
+        if (!graph_data){
+            TF_DeleteBuffer(graph_def);
+            return NULL;
+        }
+        memcpy(graph_data, espcn_tf_model, espcn_tf_size);
+        graph_def->data = (void*)graph_data;
+        graph_def->length = espcn_tf_size;
+        graph_def->data_deallocator = free_buffer;
+        break;
     default:
         TF_DeleteBuffer(graph_def);
         return NULL;
@@ -234,7 +254,7 @@ DNNModel* ff_dnn_load_default_model_tf(DNNDefaultModel model_type)
     }
     tf_model->session = NULL;
     tf_model->input_tensor = NULL;
-    tf_model->output_tensor = NULL;
+    tf_model->output_data = NULL;
 
     tf_model->graph = TF_NewGraph();
     tf_model->status = TF_NewStatus();
@@ -259,23 +279,21 @@ DNNModel* ff_dnn_load_default_model_tf(DNNDefaultModel model_type)
 DNNReturnType ff_dnn_execute_model_tf(const DNNModel* model)
 {
     TFModel* tf_model = (TFModel*)model->model;
-
-    memcpy(TF_TensorData(tf_model->input_tensor), tf_model->input_data->data,
-           tf_model->input_data->height * tf_model->input_data->width *
-           tf_model->input_data->channels * sizeof(float));
+    TF_Tensor* output_tensor;
 
     TF_SessionRun(tf_model->session, NULL,
                   &tf_model->input, &tf_model->input_tensor, 1,
-                  &tf_model->output, &tf_model->output_tensor, 1,
+                  &tf_model->output, &output_tensor, 1,
                   NULL, 0, NULL, tf_model->status);
 
     if (TF_GetCode(tf_model->status) != TF_OK){
         return DNN_ERROR;
     }
     else{
-        memcpy(tf_model->output_data->data, TF_TensorData(tf_model->output_tensor),
-           tf_model->output_data->height * tf_model->output_data->width *
-           tf_model->output_data->channels * sizeof(float));
+        memcpy(tf_model->output_data->data, TF_TensorData(output_tensor),
+               tf_model->output_data->height * tf_model->output_data->width *
+               tf_model->output_data->channels * sizeof(float));
+        TF_DeleteTensor(output_tensor);
 
         return DNN_SUCCESS;
     }
@@ -300,9 +318,7 @@ void ff_dnn_free_model_tf(DNNModel** model)
         if (tf_model->input_tensor){
             TF_DeleteTensor(tf_model->input_tensor);
         }
-        if (tf_model->output_tensor){
-            TF_DeleteTensor(tf_model->output_tensor);
-        }
+        av_freep(&tf_model->output_data->data);
         av_freep(&tf_model);
         av_freep(model);
     }
diff --git a/libavfilter/dnn_espcn.h b/libavfilter/dnn_espcn.h
new file mode 100644
index 0000000..0bd3132
--- /dev/null
+++ b/libavfilter/dnn_espcn.h
@@ -0,0 +1,12637 @@
+/*
+ * Copyright (c) 2018 Sergey Lavrushkin
+ *
+ * This file is part of FFmpeg.
+ *
+ * FFmpeg is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * FFmpeg is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with FFmpeg; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ */
+
+/**
+ * @file
+ * Default cnn weights for x2 upsampling with espcn model.
+ */
+
+#ifndef AVFILTER_DNN_ESPCN_H
+#define AVFILTER_DNN_ESPCN_H
+
+
+static const float espcn_conv1_kernel[] = {
+    -0.033651225f,    0.08141546f,      -0.028117338f,    0.1370229f,
+    0.21719787f,      0.0018106321f,    -0.21415733f,     0.08370989f,
+    0.04526427f,      0.13084698f,      -0.016193666f,    0.048420854f,
+    -0.043297544f,    -0.010689146f,    -0.15213025f,     0.12779328f,
+    -0.12508103f,     -0.03025096f,     0.050621416f,     0.06129373f,
+    -0.31008086f,     0.090241484f,     0.11289834f,      0.024204707f,
+    -0.15997766f,     -0.4491874f,      1.7992994f,       -2.2776546f,
+    0.92356527f,      -0.22333145f,     -0.3484276f,      -0.30224112f,
+    2.6481814f,       -3.5702555f,      1.6448367f,       0.821054f,
+    -2.194776f,       2.9794505f,       -0.74629736f,     -0.71420956f,
+    -0.19285335f,     0.45863184f,      -1.3390704f,      1.9217515f,
+    -0.9752292f,      0.17233354f,      -0.42186308f,     0.0067120134f,
+    0.15278922f,      0.25349525f,      0.04239441f,      0.32368666f,
+    -0.32882598f,     -0.09148329f,     0.13972661f,      -0.33373186f,
+    1.3149962f,       -1.3097465f,      -1.0351702f,      0.5667829f,
+    0.28915232f,      -0.12594104f,     0.19577143f,      -0.010226973f,
+    0.27975535f,      0.08592676f,      -0.3827023f,      0.28327408f,
+    0.2345602f,       -0.28909206f,     -0.01707916f,     0.02990479f,
+    0.029567802f,     0.16850159f,      0.03417645f,      -0.089996934f,
+    0.059985105f,     -0.15995955f,     -0.17444675f,     -0.059467997f,
+    0.08160676f,      0.26426318f,      1.01275f,         0.8737046f,
+    0.10697361f,      0.37341496f,      0.34371883f,      2.3972206f,
+    0.3797688f,       0.32201457f,      -0.15579607f,     0.004243462f,
+    -0.9925481f,      -0.08061044f,     -0.06980977f,     0.004541201f,
+    0.04380443f,      0.35560706f,      -0.00929085f,     0.09188179f,
+    0.0667816f,       -0.13034518f,     0.14290251f,      -0.104175836f,
+    0.0013874007f,    -0.21087192f,     0.33723673f,      -0.81895316f,
+    0.2068736f,       -0.024198757f,    0.20320402f,      -0.9201378f,
+    -22.43354f,       -0.55837536f,     -0.18251857f,     -0.06481952f,
+    0.13386513f,      -0.92357135f,     0.12469517f,      0.07433132f,
+    -0.019609528f,    0.020879095f,     -0.037496805f,    -0.020767067f,
+    -0.023763046f,    0.014306224f,     -0.21043892f,     0.16374084f,
+    0.060567956f,     -0.13136876f,     -0.24900316f,     0.35642996f,
+    -0.39053982f,     0.006153686f,     0.10833906f,      -0.109700225f,
+    0.16616625f,      0.0967383f,       0.26237366f,      -0.18988574f,
+    0.23701477f,      -0.4337045f,      0.1442159f,       -0.3304001f,
+    0.12143453f,      0.069193594f,     0.1799313f,       -0.05647911f,
+    -0.017935714f,    0.043117225f,     0.06470898f,      -0.004627622f,
+    -0.019676162f,    0.012499647f,     0.016022062f,     0.042290222f,
+    -0.02982633f,     -0.037106734f,    0.039087374f,     0.00029811377f,
+    -0.15740614f,     0.13884911f,      -0.06417996f,     -0.102875255f,
+    0.17561884f,      -0.046311516f,    -0.10099872f,     0.17903659f,
+    -0.055862334f,    0.059019238f,     0.11083021f,      -0.015236638f,
+    -0.06907288f,     0.09691499f,      -0.22299959f,     0.010823794f,
+    0.010635834f,     -0.0023554056f,   -0.012515517f,    0.029083649f,
+    -0.0041044154f,   0.039968647f,     -0.036370832f,    -0.056957614f,
+    0.06255996f,      0.035850722f,     -0.055701878f,    0.06230328f,
+    -0.080863565f,    0.035210107f,     0.015096615f,     -0.04939917f,
+    0.011800731f,     0.07148536f,      -0.047290847f,    -0.06091541f,
+    0.113620274f,     -0.080722176f,    0.056476723f,     -0.066667825f,
+    -0.14979011f,     0.15063208f,      -0.11805492f,     -0.138875f,
+    0.14232866f,      -0.03414186f,     0.47239187f,      0.009407899f,
+    0.01444684f,      -0.10259039f,     -0.07597026f,     0.12913887f,
+    -0.67652786f,     0.49300277f,      -0.15496327f,     0.11434867f,
+    0.0086330585f,    0.0016397188f,    -0.093785115f,    0.12697084f,
+    0.09329895f,      -0.098265454f,    0.015779398f,     0.024828607f,
+    -0.20260698f,     -0.0043203263f,   0.008699304f,     -0.0068465173f,
+    0.002962457f,     0.007240551f,     0.006284914f,     -0.018137073f,
+    -0.009959204f,    0.041471813f,     -0.018904453f,    -0.042574976f,
+    0.024426522f,     0.018850524f,     -0.035666943f,    0.012505667f,
+    -0.014740345f,    0.0039879885f,    0.015514583f,     0.0046489495f,
+    -0.007373316f,    0.039615016f,     -0.04171012f,     -0.0011046156f,
+    -0.013045653f,    0.027342325f,     0.034585696f,     -0.025510559f,
+    -0.0030336082f,   0.000485477f,     -0.007296067f,    -0.027812503f,
+    0.025867466f,     -0.011391817f,    0.018295178f,     -0.00917634f,
+    -0.040564276f,    0.018141888f,     -0.00067481253f,  -0.022856772f,
+    0.02692952f,      0.015732365f,     -0.027582686f,    0.0110019455f,
+    -0.01288451f,     -0.0003018919f,   0.019714799f,     0.01728935f,
+    -0.002913521f,    0.008114081f,     0.0027821003f,    0.4531545f,
+    0.053950854f,     -0.6977125f,      0.2064479f,       -0.109914035f,
+    0.1841823f,       -0.13620034f,     0.27128533f,      -0.0609876f,
+    0.003371579f,     0.1930245f,       2.4499261f,       -4.972192f,
+    1.2972376f,       -0.14015496f,     0.2681309f,       4.5717506f,
+    -4.222891f,       0.28777757f,      -0.47991228f,     0.030688927f,
+    0.24025695f,      -0.010329718f,    0.22207767f,      -0.106166996f,
+    -0.005659934f,    -0.012544079f,    -0.01702093f,     -0.000517936f,
+    0.012638107f,     -0.0033698415f,   0.007970288f,     -0.011309287f,
+    0.022607557f,     -0.01640778f,     -0.014023224f,    -0.008556073f,
+    0.04318879f,      -0.03346796f,     0.014410724f,     -0.00046621874f,
+    0.007378614f,     -0.0073061357f,   0.0042915936f,    -0.004515676f,
+    0.024914468f,     -0.008171752f,    -0.0017248475f,   -0.0059723468f,
+    0.010641572f,     -0.25384668f,     0.16646713f,      0.06976762f,
+    0.132991f,        -0.11862378f,     0.3204264f,       -0.2161517f,
+    -0.15423734f,     -0.1217866f,      0.04545744f,      -0.18977062f,
+    0.03121648f,      0.28215134f,      -0.05836171f,     0.19382347f,
+    0.06683978f,      0.07896366f,      -0.26435596f,     0.019489296f,
+    0.008891515f,     0.08911816f,      -0.08334369f,     0.07251963f,
+    -0.02495827f,     -0.17624144f,     -0.0600965f,      -0.11753576f,
+    0.15228821f,      -0.15012947f,     -0.102076195f,    0.07920336f,
+    0.35360602f,      -0.43018606f,     -0.015259097f,    0.25731575f,
+    -0.027296295f,    -0.40447804f,     -0.2375002f,      -0.25029674f,
+    0.15262108f,      0.297686f,        0.13268502f,      -0.44820413f,
+    -0.37434947f,     0.1261727f,       0.15368667f,      -0.37884322f,
+    0.21143666f,      0.004934576f,     0.03484901f,      -0.0062802057f,
+    0.011079838f,     0.013925544f,     -0.07367002f,     -0.00024836176f,
+    -0.020962216f,    0.042730514f,     -0.03942212f,     0.08173478f,
+    -0.06545684f,     0.04225348f,      -0.033619102f,    0.122894906f,
+    -0.09198154f,     0.005074649f,     0.020633776f,     0.0038829045f,
+    -0.12776504f,     0.1464373f,       -0.040253535f,    -0.034283984f,
+    -0.05876475f,     0.06889128f,      -0.09487612f,     0.12700228f,
+    -0.015016703f,    0.02545879f,      -0.009468004f,    -0.00097389973f,
+    0.0061884173f,    0.018115327f,     -0.03235417f,     0.010192787f,
+    0.010647744f,     -0.006882341f,    0.00641248f,      0.0062712007f,
+    -0.016744254f,    0.0058270027f,    -0.012694194f,    -0.022825575f,
+    0.018078726f,     0.013505268f,     -0.02376646f,     0.022100678f,
+    0.022399256f,     -0.024491498f,    0.003643337f,     0.0073666316f,
+    -0.011214707f,    0.042343896f,     1.1964284f,       1.1262068f,
+    -0.0125066f,      0.13206916f,      -1.3212638f,      -1.72202f,
+    -1.7712481f,      0.39054653f,      0.115705706f,     1.4770936f,
+    0.9925719f,       0.77947533f,      -0.68878996f,     -1.4571657f,
+    -0.3137554f,      -0.3995305f,      0.097454146f,     1.0607964f,
+    1.258041f,        0.017379453f,     0.030014992f,     -0.09101157f,
+    -0.73976797f,     -0.21007289f,     -0.058368642f,    0.08423641f,
+    -0.06387555f,     -0.18031077f,     -0.024950154f,    -0.42568955f,
+    0.22135833f,      -0.02566547f,     0.26769084f,      -0.011800038f,
+    -0.025906863f,    -0.66306657f,     -0.37567604f,     -0.28611735f,
+    0.43021184f,      0.09991237f,      0.79288036f,      0.5373436f,
+    0.7736879f,       0.025644226f,     0.34796628f,      -0.3276089f,
+    -0.26382548f,     -0.44874048f,     -0.25642022f,     0.032270946f,
+    -0.022875438f,    0.57005584f,      -0.103805095f,    -0.027593944f,
+    -0.10354166f,     0.8457833f,       -1.3360838f,      0.42011598f,
+    0.11129376f,      0.18282677f,      -0.7165381f,      -3.611883f,
+    0.48547474f,      0.1206109f,       0.0791582f,       0.5717829f,
+    1.4082952f,       -0.13747625f,     0.028161597f,     -0.05371877f,
+    0.026620565f,     -0.27406257f,     0.06475868f,      0.10684791f,
+    0.07656841f,      0.11414447f,      -0.18679783f,     0.3174631f,
+    -0.3324665f,      -0.054792285f,    0.015518165f,     0.2820419f,
+    -0.3405606f,      0.11497142f,      -0.034227278f,    -0.15895344f,
+    -0.027250698f,    0.26229578f,      -0.029106213f,    0.07658948f,
+    0.055758134f,     -0.04704797f,     -0.09523118f,     -0.01786842f,
+    -0.24532066f,     -0.10276325f,     0.04712425f,      -0.0014071283f,
+    0.26272595f,      -0.12238576f,     0.04811111f,      0.04746326f,
+    0.06720963f,      -0.045621894f,    0.037144933f,     -0.057428807f,
+    0.0074382615f,    -0.006663423f,    0.008955534f,     -0.0017526702f,
+    0.068258256f,     -0.014245306f,    0.012218727f,     -0.06978347f,
+    0.0045066467f,    -0.05709926f,     -0.028024383f,    0.1313973f,
+    -0.08620281f,     0.0014925577f,    -0.04540824f,     0.009461808f,
+    -0.085372925f,    0.15996909f,      -0.032260284f,    -0.067303635f,
+    -0.009071448f,    0.05536098f,      0.046731256f,     0.005596734f,
+    0.050206613f,     0.0077225636f,    -0.10998435f,     0.013611023f,
+    0.065691985f,     -0.050880555f,    0.090820104f,     0.048506916f,
+    -0.123054065f,    -0.027516266f,    -0.075243846f,    -0.13243125f,
+    0.13891536f,      0.048725024f,     -0.037174966f,    0.16769321f,
+    0.050089728f,     -0.12838423f,     0.002787225f,     0.07988778f,
+    -0.0053280047f,   -0.056187253f,    -0.011433725f,    0.016641367f,
+    0.08536485f,      -0.06201575f,     0.0035803248f,    0.028980076f,
+    -0.048863932f,    -0.11342622f,     0.13643155f,      -0.08830679f,
+    -0.02103459f,     0.09369883f,      -0.006806451f,    -0.012497092f,
+    0.094690606f,     -0.050089475f,    -0.013550645f,    -0.0060583195f,
+    -0.040357545f,    -0.007459913f,    0.058476903f,     -0.070549786f,
+    0.0007626135f,    -0.012492823f,    -0.00510646f,     0.013715168f,
+    -0.009291373f,    0.008988795f,     0.013655029f,     0.027690958f,
+    -0.05720208f,     0.013017537f,     0.040551037f,     -0.0059102485f,
+    -0.047496248f,    0.07378406f,      -0.03411246f,     0.032498203f,
+    0.0007936657f,    -0.031725146f,    -0.0489591f,      0.04632291f,
+    -0.06077211f,     0.019726476f,     0.032194573f,     0.02347913f,
+    -0.030544575f,    -0.0039228355f,   0.01824424f,      -0.025985759f,
+    -0.04485126f,     0.034144726f,     0.0048262817f,    -0.016245268f,
+    0.03092239f,      0.05255696f,      -0.0527505f,      0.036376152f,
+    0.010774665f,     -0.04255956f,     -0.019309435f,    0.03162172f,
+    -0.05954396f,     0.047493123f,     0.0021444375f,    -0.031325057f,
+    0.041758582f,     0.03128625f,      -0.08789106f,     0.042219453f,
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+    0.05148718f,      -0.047919888f,    0.013449175f,     0.01674022f,
+    -0.038879845f,    -0.049415056f,    0.045062315f,     -0.0224045f,
+    0.0051458273f,    0.026753867f,     -0.020444315f,    -0.009118943f,
+    0.037824873f,     -0.021686908f,    0.0063562766f,    -0.0038951882f,
+    0.008729107f,     0.0036430436f,    0.026570326f,     -0.019414574f,
+    0.047252927f,     0.24848075f,      0.049518216f,     -0.2768678f,
+    0.009328891f,     -0.19252661f,     -0.3930677f,      -0.007572138f,
+    0.11327027f,      0.09987962f,      0.18214096f,      2.3384292f,
+    -0.545856f,       -0.8609355f,      -0.08785435f,     0.19772369f,
+    1.0370896f,       -0.34821796f,     -1.0101713f,      -0.164299f,
+    -0.06544462f,     -0.24169508f,     0.18837783f,      0.20615467f,
+    0.046311665f,     0.21245573f,      -0.16856518f,     0.15108292f,
+    -0.27393705f,     0.015365598f,     -0.3854066f,      1.1974015f,
+    -0.8171824f,      0.38396147f,      0.057925183f,     -0.18901315f,
+    -0.8586682f,      2.095654f,        -0.84733313f,     0.029171998f,
+    0.25229037f,      -0.7818646f,      -1.3056161f,      1.2940466f,
+    -0.134979f,       0.1756112f,       0.059034463f,     0.0018894798f,
+    -0.4029903f,      0.1728906f,       -0.0034107924f,   -0.35439357f,
+    0.19148839f,      0.03786663f,      -0.00047731365f,  -0.019054921f,
+    0.6592522f,       0.2706359f,       0.09047983f,      -0.026447074f,
+    0.049455334f,     0.09238018f,      -0.0045684935f,   -0.368926f,
+    -0.06521345f,     0.06581056f,      -0.22142394f,     -0.54163706f,
+    0.26768303f,      -0.0740894f,      -0.03496943f,     -0.052972406f,
+    0.10855165f,      -0.11435824f,     0.041386828f,     -0.102326035f,
+    0.0018735762f,    0.07658435f,      -0.07127314f,     0.028028022f,
+    0.116911955f,     -0.033302654f,    0.04568431f,      0.082488224f,
+    -0.21965177f,     -0.07413175f,     -0.13298523f,     -0.04259496f,
+    0.10826996f,      0.17827633f,      0.14145942f,      0.111332774f,
+    -0.13057046f,     -0.006932171f,    0.027994003f,     -0.068751104f,
+    0.0040345634f,    -0.0039512743f,   -0.08156678f,     -0.023819147f
+};
+
+static const float espcn_conv1_biases[] = {
+    -0.018524863f,    -0.02344122f,     -0.059815478f,    -0.13828179f,
+    -0.5407016f,      0.06077186f,      0.011967307f,     1.6737873e-05f,
+    0.044080056f,     7.559907e-05f,    -0.0023202975f,   0.036452256f,
+    -0.0011971687f,   0.037468974f,     0.5938281f,       -0.0019778858f,
+    -0.0029633807f,   0.032908075f,     -0.082847565f,    0.5534438f,
+    0.0010720869f,    0.008382872f,     -0.0005540301f,   0.007542251f,
+    -0.00054567686f,  0.002956358f,     0.046740323f,     0.00097470934f,
+    -0.0008472085f,   -0.44804764f,     0.38280413f,      0.030789707f,
+    -0.722147f,       0.46606433f,      -0.03505152f,     -0.0014596627f,
+    0.0030858433f,    0.0030317134f,    0.0025776294f,    0.0231461f,
+    0.01756983f,      -0.07762163f,     0.0032662358f,    0.046537727f,
+    -0.044725697f,    -0.002968841f,    0.0005652894f,    -0.0059821554f,
+    0.6851272f,       -0.092141666f,    -0.29181793f,     0.00046312233f,
+    -0.54941076f,     0.034235522f,     0.11732721f,      0.027588358f,
+    0.0060634925f,    0.004350643f,     0.46479496f,      0.0037383304f,
+    -0.2703324f,      0.026774203f,     0.017801644f,     0.04200875f
+};
+
+static const float espcn_conv2_kernel[] = {
+    -0.046674103f,    0.26428235f,      -0.46103826f,     0.52712137f,
+    -0.33590984f,     -0.17109194f,     -0.0686052f,      -0.07092914f,
+    -0.33207268f,     -0.022449905f,    -0.064986974f,    -0.32484075f,
+    -0.0554371f,      -0.59975314f,     0.11422833f,      0.068143204f,
+    -0.0018858669f,   0.3688631f,       0.041308302f,     -0.037440863f,
+    -0.11112171f,     0.18021569f,      0.07213223f,      0.059388958f,
+    0.09809465f,      -0.07924326f,     0.036813457f,     -0.25266457f,
+    0.049585357f,     -0.325183f,       0.659209f,        0.08045369f,
+    0.7181868f,       -0.25441548f,     0.05403617f,      -0.033545442f,
+    -0.07890143f,     0.06283723f,      -0.0036670712f,   0.060813967f,
+    0.49117467f,      0.08548931f,      0.1397057f,       0.23137523f,
+    0.23626906f,      0.15435082f,      -0.0881616f,      -0.08931251f,
+    0.6407793f,       -0.711827f,       -0.09148442f,     -0.010182393f,
+    -0.22424959f,     0.22931574f,      -0.11653139f,     -0.035417557f,
+    0.09172038f,      -0.06217888f,     -0.13925147f,     0.027134137f,
+    -0.71670324f,     0.35419685f,      -0.12383344f,     0.16469592f,
+    0.5541678f,       -0.34323946f,     -0.060989752f,    0.46205896f,
+    -0.26838145f,     -1.1341122f,      -0.019517051f,    0.20830911f,
+    0.4519294f,       -0.008591234f,    0.0035951894f,    -0.0696347f,
+    0.04464795f,      0.16277248f,      -0.7174859f,      0.07877335f,
+    -0.014362606f,    -0.24790181f,     -0.28197056f,     -0.7512798f,
+    0.38359404f,      -0.18325178f,     -0.020694658f,    -0.24196818f,
+    -0.13549626f,     0.11022808f,      -0.057731092f,    0.2660348f,
+    -0.08914909f,     0.97424257f,      1.0067362f,       0.23840818f,
+    1.3499018f,       -0.2948939f,      -0.18948932f,     0.084086366f,
+    0.13916422f,      -0.053409252f,    0.034651592f,     0.6136519f,
+    0.521036f,        0.053577263f,     -0.21486463f,     0.081501134f,
+    -0.32000288f,     -0.17460087f,     0.09788475f,      0.24676149f,
+    0.19157162f,      -0.40596998f,     0.45726103f,      0.050311435f,
+    -0.6772082f,      -0.15382625f,     0.090584226f,     -0.17078221f,
+    0.5261085f,       0.1265592f,       1.0355614f,       -0.11936747f,
+    -0.7620874f,      0.14844258f,      0.6093218f,       -0.56291664f,
+    0.037501205f,     0.12485749f,      0.14178781f,      0.08348596f,
+    -0.30096284f,     1.1994859f,       0.19401193f,      -0.12891848f,
+    0.17503682f,      0.020317312f,     0.06757912f,      0.7639953f,
+    -0.01018983f,     0.47289777f,      0.5996521f,       -0.21656662f,
+    0.03760899f,      -0.58895385f,     -0.56364167f,     -0.3800838f,
+    -0.32080677f,     -0.016804136f,    -0.047808167f,    0.2457111f,
+    0.048505846f,     -0.0066461437f,   0.19492339f,      -0.044978056f,
+    0.03597572f,      0.973317f,        0.80091244f,      -0.19597733f,
+    0.7849349f,       -0.4328205f,      0.54092515f,      -0.1000266f,
+    -0.09305786f,     0.017513275f,     -0.043898217f,    -0.0011413264f,
+    0.2741364f,       -0.24002706f,     0.10263537f,      -0.3157341f,
+    -0.1817245f,      0.06316719f,      -0.045441207f,    -0.19999616f,
+    0.59036136f,      -0.929242f,       -0.2259878f,      -0.115269065f,
+    -0.6086586f,      -0.2443034f,      0.18262775f,      -0.09070053f,
+    -0.68831503f,     -0.096460946f,    0.64405525f,      0.112335846f,
+    0.0651215f,       0.99067503f,      0.27747253f,      0.37193787f,
+    0.04985451f,      -0.23573603f,     0.421118f,        0.431377f,
+    -0.20965208f,     0.26304242f,      0.2524355f,       0.027636467f,
+    0.14990109f,      0.040952217f,     0.07939775f,      0.3484388f,
+    0.025526477f,     -0.25410444f,     -0.14516917f,     -0.060723733f,
+    0.02533456f,      -0.13899088f,     -0.771202f,       0.19927137f,
+    -0.16109027f,     -0.0879771f,      -0.030220356f,    0.17516586f,
+    -0.06494486f,     0.08522494f,      0.3226843f,       0.17873856f,
+    0.015208139f,     -0.77031285f,     0.43173358f,      0.082899325f,
+    -0.23150858f,     -0.3546863f,      0.12339482f,      0.040335365f,
+    0.08092755f,      -0.037309915f,    0.05912349f,      0.26949504f,
+    0.5846339f,       -1.9282948f,      -0.083857276f,    0.041776888f,
+    0.5534651f,       -0.16246532f,     0.0333914f,       0.10689656f,
+    -0.33218884f,     -0.191305f,       -0.110735744f,    -0.060104877f,
+    0.4205079f,       -0.5120307f,      0.3012935f,       0.0059898547f,
+    -0.5201543f,      0.07413049f,      -0.12935893f,     0.06917478f,
+    1.1134965f,       -0.63113445f,     0.295582f,        -0.08106212f,
+    -0.76212734f,     -0.0033916542f,   -0.0082135135f,   0.41783637f,
+    -0.16403818f,     0.3409297f,       -0.23072788f,     -0.02182988f,
+    0.15994272f,      -0.025851693f,    -0.086990654f,    0.36421558f,
+    -0.022342218f,    -0.08575764f,     -0.17176214f,     -0.05879204f,
+    7.2425564e-07f,   -0.7348249f,      -0.008461221f,    0.316571f,
+    0.2553959f,       0.05026763f,      0.22897281f,      -0.12187772f,
+    0.04273273f,      -0.11774693f,     -0.31411144f,     -0.23734225f,
+    0.023199726f,     -0.71966887f,     0.390865f,        -0.26477832f,
+    -0.26728633f,     0.22609584f,      0.14667323f,      -0.15086149f,
+    -0.15804252f,     0.007859211f,     -0.071217954f,    -0.2024186f,
+    -0.17261346f,     1.1517165f,       0.16905463f,      0.527085f,
+    -0.79107165f,     0.20309469f,      -0.027971271f,    0.028042238f,
+    -0.37720725f,     1.1990021f,       0.2861834f,       0.027881658f,
+    -0.07594778f,     -0.755004f,       0.37583643f,      0.20889725f,
+    0.40248895f,      -0.15868257f,     -0.29324895f,     0.0073413285f,
+    -0.03221651f,     0.04222086f,      -0.56599194f,     0.1316574f,
+    0.32267398f,      -0.30811018f,     0.009511509f,     0.37700927f,
+    -0.1761917f,      -0.65478015f,     -0.031077266f,    -0.0012360336f,
+    -1.4888004f,      0.0027788912f,    0.014060073f,     -0.10431362f,
+    0.008857338f,     0.12252177f,      0.12191871f,      0.13308547f,
+    -0.031593915f,    -0.21598554f,     0.44040915f,      0.6425841f,
+    -0.08555652f,     0.0565315f,       -0.2560663f,      -0.059711326f,
+    -0.026588634f,    -0.002182128f,    -0.5897357f,      0.102076136f,
+    -0.03339101f,     -0.79707164f,     0.25357902f,      0.029758122f,
+    -0.20302856f,     0.053880017f,     -0.24216141f,     0.14256707f,
+    0.11925629f,      0.0009726241f,    0.020042723f,     -0.22397634f,
+    0.60491306f,      -0.0799372f,      -0.1188527f,      0.15720364f,
+    -0.10922401f,     -0.10785788f,     0.023474775f,     -0.07532779f,
+    0.11522492f,      -0.014375704f,    -0.09244887f,     0.10161737f,
+    0.7234623f,       0.08744806f,      0.03538458f,      0.2193847f,
+    0.19487795f,      0.10907811f,      -0.32664987f,     -0.09264603f,
+    -0.17754139f,     -0.26980463f,     -0.10870375f,     -0.08479278f,
+    -0.49118847f,     0.120683394f,     0.7132835f,       0.45244792f,
+    0.21157178f,      -1.3531632f,      -0.02591179f,     0.008506874f,
+    1.0093842f,       0.02687048f,      -0.0182936f,      -0.05349838f,
+    0.025951784f,     0.525051f,        0.18124938f,      0.055352695f,
+    -0.015539851f,    0.01359462f,      0.1669847f,       -0.329349f,
+    0.42093417f,      -0.06888676f,     -0.14403322f,     -0.07013914f,
+    -0.045789f,       0.0077280467f,    0.20861097f,      0.034761835f,
+    -0.06872854f,     0.27268225f,      -0.1248414f,      -0.0984672f,
+    0.024131464f,     0.2819358f,       -0.52894294f,     -0.048365857f,
+    -0.018785186f,    -0.014475937f,    -0.063025676f,    -0.0016713755f,
+    0.44439432f,      0.5860615f,       0.0017755321f,    0.071490906f,
+    0.01665473f,      0.01043939f,      -0.0049000867f,   -0.19566949f,
+    0.25060382f,      -0.1115756f,      0.008380983f,     -0.051830936f,
+    0.078110285f,     -0.35945877f,     -0.11642675f,     0.001180824f,
+    0.0578475f,       -0.020864224f,    0.16781266f,      -0.0017521876f,
+    -0.62528956f,     0.1562274f,       -0.46741173f,     0.012773457f,
+    -0.42958456f,     0.35419467f,      0.7802642f,       0.7651227f,
+    0.15311906f,      1.5961279f,       0.110667616f,     -0.072065115f,
+    0.7206966f,       -0.04193095f,     0.0711928f,       -0.0019790665f,
+    -0.023330979f,    -0.6372553f,      0.4749518f,       -0.007703528f,
+    -0.0118237855f,   0.39432898f,      0.19798014f,      -0.037313983f,
+    -0.39190286f,     0.069940664f,     -0.11332594f,     0.25451034f,
+    0.10828647f,      -0.036833063f,    -0.20823239f,     -0.0051089395f,
+    0.10366354f,      -0.27613324f,     -0.08230586f,     0.30575338f,
+    -0.058297206f,    0.09497224f,      -0.2009728f,      0.14842197f,
+    0.08278775f,      0.051755365f,     0.106069684f,     -0.30312496f,
+    -0.6279082f,      0.67748356f,      -0.04157887f,     0.05925659f,
+    0.6019529f,       -0.048674017f,    0.023168415f,     -0.0117832f,
+    0.10957296f,      -0.55471784f,     0.3902961f,       0.004402121f,
+    -0.26879898f,     -0.1613903f,      -0.0736826f,      0.05158686f,
+    -0.40968376f,     0.062633745f,     0.1909543f,       0.051297225f,
+    -0.5385568f,      0.20263128f,      -0.24177232f,     0.12465008f,
+    0.9497351f,       0.0942599f,       -0.37810448f,     0.42079917f,
+    0.27641112f,      -0.13552265f,     -0.15447186f,     0.05729938f,
+    -0.9949809f,      -0.011660784f,    -0.080264896f,    0.21001951f,
+    0.009583477f,     0.26658905f,      0.110737085f,     -0.010538512f,
+    0.0073930826f,    -0.10350395f,     0.2690889f,       -0.06732192f,
+    -0.06597211f,     -0.0026426371f,   0.32086986f,      -0.23931707f,
+    -0.024190666f,    0.033044633f,     0.017585613f,     -0.047808494f,
+    -0.02701819f,     0.66567475f,      -0.15553795f,     -0.16383912f,
+    0.11520975f,      -0.25181836f,     0.13908514f,      -0.09092483f,
+    -0.073647134f,    -0.020011587f,    -0.03323974f,     0.36156735f,
+    0.19554496f,      -0.2779971f,      0.05498606f,      0.09546568f,
+    -0.102127574f,    0.07539362f,      -0.027212327f,    0.2002329f,
+    0.07217274f,      -0.31443796f,     -0.1112432f,      0.044234317f,
+    0.010144093f,     0.04564201f,      -0.24525721f,     -0.10580795f,
+    0.32514638f,      -0.035346646f,    0.2633613f,       -0.057136223f,
+    0.32189956f,      -0.7063134f,      0.2205946f,       -0.121362925f,
+    -0.11235741f,     0.093478404f,     0.3236306f,       -0.15380429f,
+    -0.11459577f,     0.24943016f,      0.06301527f,      0.07359773f,
+    -0.30425563f,     -0.009721266f,    0.011319024f,     -0.05684832f,
+    0.002824362f,     0.014445753f,     0.28266156f,      -0.026186015f,
+    -4.9471604e-05f,  -0.038714428f,    -0.08657151f,     0.09283593f,
+    0.200015f,        -0.08817101f,     0.07703519f,      0.0026806525f,
+    0.010412304f,     -0.054159623f,    -0.0775633f,      0.042284265f,
+    0.0073298747f,    0.21470556f,      0.05467484f,      0.019926656f,
+    -0.047757216f,    0.1965818f,       -0.060126822f,    -0.018734982f,
+    0.003734466f,     0.010669374f,     0.0101004215f,    -0.079241745f,
+    -0.122091696f,    0.46603644f,      -0.002449234f,    -0.0029658272f,
+    0.2260892f,       -0.0968824f,      0.027408192f,     -0.008983596f,
+    0.41098675f,      -0.09793973f,     0.07739444f,      0.062839866f,
+    0.2109761f,       -0.13808833f,     0.014332022f,     0.13062069f,
+    0.14733574f,      0.026309716f,     -0.25325757f,     0.025179707f,
+    0.18055823f,      -0.21977347f,     0.28260782f,      0.12728982f,
+    -0.4268119f,      0.16071615f,      0.49010542f,      0.39210045f,
+    -0.23921739f,     -0.34988824f,     0.020909507f,     -0.031102689f,
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+    0.056429777f,     -0.08105883f,     -0.09573517f,     -0.039495274f,
+    -0.68320733f,     -0.08515952f,     -0.0009714131f,   -0.017794726f,
+    0.007969696f,     -0.0154107595f,   0.06578462f,      0.22468108f,
+    0.010683868f,     0.078772165f,     0.71895224f,      0.08367409f,
+    0.40069708f,      0.06394202f,      0.0057395925f,    0.04232173f,
+    0.017837223f,     -0.07999653f,     -0.23450539f,     -0.08942668f,
+    0.0021339576f,    -0.36597013f,     -0.08268445f,     0.14542471f,
+    -0.103312716f,    0.06853057f,      -0.19572325f,     -0.04905481f,
+    -0.033108562f,    0.044934466f,     0.056781884f,     -0.014311305f,
+    0.06620044f,      -0.399756f,       0.015141333f,     -0.03395024f,
+    -0.17511815f,     -0.026046228f,    -0.06587936f,     0.19412749f,
+    -0.47727558f,     0.030411286f,     0.050053142f,     0.2237644f,
+    -0.09887422f,     0.07958338f,      0.17883447f,      0.065223f,
+    0.1847929f,       0.021962825f,     0.0034403224f,    -0.079108335f,
+    -0.08721893f,     -0.4224761f,      -0.06399271f,     0.21978581f,
+    0.38157937f,      -0.09036889f,     -0.15084481f,     -0.1526548f,
+    0.119625084f,     -0.13855726f,     0.059266847f,     0.018215675f,
+    -0.010894182f,    -0.07294883f,     -0.010505289f,    -0.055377163f,
+    -0.009961642f,    0.28147355f,      -0.41619828f,     -0.0042752232f,
+    0.01989256f,      0.28272712f,      0.07361208f,      -0.4894521f,
+    -0.10971263f,     -0.14463621f,     0.123867676f,     -0.05232632f,
+    0.017162347f,     0.13102657f,      -0.06829646f,     -0.020931115f,
+    -0.06570789f,     0.009729908f,     -0.011494637f,    0.10395261f,
+    -0.012305775f,    -0.12419146f,     0.06485625f,      -0.05503147f,
+    -0.034246754f,    0.05284914f,      0.013604411f,     -0.09160792f,
+    0.2508606f,       0.8492047f,       -0.03032245f,     -0.06467645f,
+    0.28363255f,      -0.0058166864f,   -0.0034620622f,   -0.024337957f,
+    -0.60226053f,     -0.058378335f,    -0.069567025f,    -0.031342335f,
+    0.29467267f,      -0.10145354f,     -0.13428536f,     0.005052874f,
+    -0.4197696f,      0.026848238f,     0.109865285f,     0.018523974f,
+    0.11763328f,      0.1393914f,       0.35343534f,      0.109018154f,
+    -0.48544922f,     0.1368299f,       0.49552563f,      -0.10577518f,
+    0.045806605f,     0.31055748f,      -0.18309835f,     -0.17413588f,
+    0.560546f,        0.033812296f,     0.0024860406f,    0.01574145f,
+    0.014599452f,     -0.40420765f,     -0.29772767f,     0.00468128f,
+    -0.028804325f,    0.2753411f,       -0.14398248f,     -0.26464728f,
+    0.18493845f,      0.28276762f,      -0.1376211f,      -0.042958207f,
+    -0.0033873017f,   -0.10997798f,     0.077272855f,     -0.017184507f,
+    0.079803914f,     0.038206805f,     0.094064325f,     0.048848942f,
+    0.22124124f,      -0.049226128f,    0.16821276f,      0.0005571599f,
+    -0.047699716f,    -0.017951379f,    -0.0045715286f,   0.18363976f,
+    -0.33406708f,     -0.78665245f,     0.06721005f,      -0.09595573f,
+    0.48394442f,      0.055823058f,     -0.037521962f,    -0.10687211f,
+    -0.4911064f,      -0.017642232f,    0.0067783683f,    0.19611596f,
+    0.3397407f,       0.0707443f,       0.124095924f,     -0.058695804f,
+    0.5562523f,       -0.017490463f,    0.031185184f,     -0.045185555f,
+    -0.2909993f,      -0.26819518f,     0.49520794f,      0.22235957f,
+    -0.20119916f,     -0.110272154f,    -0.22553514f,     -0.07978957f,
+    0.01880893f,      -0.7143089f,      0.06771368f,      0.19614862f,
+    0.25629783f,      0.0068488107f,    -0.04071218f,     0.017471593f,
+    -0.0076234974f,   -0.37783563f,     -0.23673432f,     0.032234915f,
+    0.0057667717f,    -0.054811515f,    -0.33052707f,     0.06486647f,
+    -0.2461012f,      -0.18012646f,     0.14665681f,      -0.022205314f,
+    0.015025584f,     0.07254283f,      -0.05741594f,     0.029579304f,
+    -0.008596518f,    0.22286049f,      0.091302015f,     -0.11564156f,
+    -0.3172151f,      -0.072401375f,    -0.020854922f,    0.063183054f,
+    0.06481689f,      0.005271729f,     0.019181084f,     0.07117706f,
+    -0.009447056f,    0.20694615f,      -0.030661881f,    0.03192281f,
+    0.2319241f,       -0.041075595f,    0.023072409f,     0.22021848f,
+    -0.25272888f,     -0.07822297f,     0.0059068017f,    -0.12660635f,
+    0.1333056f,       -0.016372683f,    0.076377876f,     -0.06776241f,
+    -0.2687813f,      0.018672787f,     0.10857218f,      0.033806548f,
+    -0.12842378f,     0.29520556f,      0.59129524f,      -0.43744215f
+};
+
+static const float espcn_conv2_biases[] = {
+    0.33971384f,      -0.23245853f,     -1.0215325f,      -0.2263814f,
+    0.09201997f,      0.19144128f,      -1.3733093f,      -1.7035905f,
+    -0.6637244f,      -0.08333605f,     0.44616115f,      -0.076926f,
+    0.5801112f,       -0.71345073f,     0.33217007f,      -0.67426187f,
+    -0.48569643f,     -0.13424309f,     -1.1751443f,      0.5630307f,
+    0.3653299f,       0.64577675f,      0.2021496f,       0.03874249f,
+    0.44926018f,      0.09768973f,      -0.9930376f,      -0.8841269f,
+    -0.18398902f,     0.69865096f,      -0.16083398f,     -0.19168021f
+};
+
+static const float espcn_conv3_kernel[] = {
+    -0.007667006f,    0.14104712f,      0.0028554099f,    0.046171032f,
+    0.083970614f,     -0.08289577f,     -0.01414775f,     -0.045998544f,
+    -0.10366155f,     -0.051294606f,    0.02127337f,      0.01200112f,
+    0.075513035f,     0.03427472f,      0.0009242545f,    0.039481442f,
+    -0.083404936f,    -0.009379502f,    -0.00012922293f,  0.08770353f,
+    -0.019010197f,    0.024323002f,     0.00657334f,      0.020961132f,
+    0.033712275f,     -0.105017915f,    -0.01556234f,     -0.09186359f,
+    -0.029278394f,    0.22117417f,      0.053837106f,     -0.09097114f,
+    0.088114634f,     -0.15915282f,     0.06186595f,      0.0033195168f,
+    -0.4086313f,      -0.17276055f,     -0.007333988f,    0.034589782f,
+    -0.32201302f,     0.07693074f,      0.1128147f,       0.20464584f,
+    -0.086866386f,    0.30482367f,      -0.042256493f,    -0.07132304f,
+    0.05204476f,      0.2028391f,       0.07791786f,      -0.089417934f,
+    0.07708711f,      0.22846334f,      0.04748587f,      0.009103156f,
+    -0.12805448f,     0.12475577f,      -0.022960152f,    0.08536493f,
+    0.12684518f,      0.1882899f,       -0.09544437f,     0.34522983f,
+    -0.011966817f,    0.16707578f,      -0.10880896f,     0.007993297f,
+    0.22237432f,      0.0101676f,       0.009014923f,     -0.04825716f,
+    0.11847947f,      -0.06317551f,     -0.009806394f,    -0.044970516f,
+    0.03217826f,      -0.04854188f,     -0.012694379f,    0.048237607f,
+    0.049305733f,     -0.04797366f,     -0.012059494f,    -0.014990728f,
+    0.16739103f,      0.29273826f,      0.01097457f,      0.028956668f,
+    0.1346423f,       0.10767944f,      -0.18557154f,     -0.020515647f,
+    -0.065032914f,    0.106935486f,     0.051395193f,     0.28330383f,
+    -0.06297702f,     -0.17837301f,     -0.0659061f,      -0.070493214f,
+    0.018434696f,     -0.23210582f,     -0.08075857f,     -0.06457634f,
+    -0.23998463f,     -0.009786923f,    -0.027664542f,    0.2262627f,
+    0.09856223f,      0.36268407f,      0.065591045f,     -0.09626932f,
+    0.11624542f,      0.23481297f,      -0.040730257f,    -0.12155378f,
+    -0.037929635f,    0.008343563f,     -0.013552447f,    -0.015157376f,
+    -0.016931925f,    -0.083783776f,    0.004607789f,     0.07565792f,
+    0.11899113f,      0.24913028f,      0.00016717051f,   0.0129345255f,
+    -0.14638531f,     -0.053604305f,    0.09540138f,      -0.026006158f,
+    0.12681499f,      -0.6076643f,      0.098777324f,     0.115070805f,
+    -0.5347515f,      0.030514427f,     -0.10094133f,     0.62846696f,
+    -0.033593196f,    0.78771675f,      -0.09244786f,     -0.008667544f,
+    -0.16986623f,     0.75780606f,      -0.10130211f,     0.065105036f,
+    0.29966506f,      0.3343311f,       -0.104222424f,    -0.0943782f,
+    -0.044735834f,    -0.032489244f,    0.21114482f,      -0.20020406f,
+    0.41298053f,      0.17389429f,      -0.016944211f,    0.17826891f,
+    -0.04719942f,     -0.034800053f,    -0.039783645f,    -0.010532644f,
+    -0.039469235f,    0.24107635f,      0.16123307f,      -0.09022655f,
+    0.13408047f,      -0.0282536f,      -0.03630475f,     0.0072817653f,
+    -0.07051867f,     -0.076535776f,    0.059039824f,     0.122429736f,
+    -0.03934417f,     0.045777347f,     -0.047231924f,    0.052514616f,
+    0.31010264f,      0.016500482f,     0.007496862f,     -0.03231565f,
+    0.049405616f,     -0.08411538f,     0.03045642f,      0.17119631f,
+    0.03334349f,      0.11353106f,      0.041074052f,     0.19524741f,
+    0.06796808f,      0.17088167f,      -0.056979932f,    0.023423648f,
+    -0.04356131f,     0.12627144f,      -0.052736517f,    0.07245402f,
+    0.03975933f,      -0.008924116f,    0.019371016f,     -0.075674504f,
+    -0.004732546f,    -0.04481568f,     0.02436322f,      0.04378296f,
+    -0.05806777f,     -0.096939705f,    0.039061844f,     0.071212545f,
+    0.015327552f,     -0.004279174f,    0.031178921f,     0.008691702f,
+    -0.0041847173f,   -0.008024591f,    -0.00088262715f,  0.045580477f,
+    -0.03011504f,     0.10775189f,      0.0190155f,       0.012543175f,
+    0.12075272f,      -0.029315438f,    0.027919387f,     0.046000794f,
+    -0.15523206f,     0.059069097f,     -0.12786487f,     0.027711906f,
+    0.15750125f,      0.01187774f,      -0.012185285f,    -0.007454721f,
+    -0.05292222f,     -0.06527724f,     -0.052345403f,    -0.03817037f,
+    0.16767734f,      0.005784969f,     0.08053919f,      0.002969095f,
+    -0.06539606f,     0.013479305f,     0.059465107f,     0.05489724f,
+    0.018484972f,     0.10821291f,      -0.07344093f,     0.022035802f,
+    -0.08965972f,     0.12242154f,      -0.007821743f,    0.037775896f,
+    0.021366084f,     0.054953437f,     -0.000305967f,    0.0015507822f,
+    0.03209467f,      -0.035142414f,    0.005562415f,     -0.0014824979f,
+    -0.028283753f,    0.004241433f,     0.04415266f,      -0.032739647f,
+    0.051402435f,     0.037154127f,     0.02417755f,      0.017741432f,
+    -0.024376478f,    -0.053491775f,    0.01818964f,      -0.05982778f,
+    -0.018173559f,    -0.05709102f,     -0.002068809f,    0.024851134f,
+    -0.006637969f,    -0.030332753f,    -0.058937836f,    -0.07575009f,
+    -0.025087489f,    0.012548911f,     -0.0018659293f,   0.009307657f,
+    0.006538445f,     -0.030516295f,    0.043202642f,     0.0022194071f,
+    0.13998812f,      0.01926017f,      -0.023256416f,    0.0059284833f,
+    0.04276946f,      0.043055464f,     0.011339936f,     -0.050337285f,
+    -0.098842666f,    -0.045672577f,    -0.019297887f,    0.007744926f,
+    -0.009274277f,    -0.0882981f,      0.006480864f,     0.014436023f,
+    0.044652563f,     -0.12512758f,     -0.0061487798f,   0.0036048207f,
+    -0.07216942f,     0.18390115f,      0.1189453f,       0.08375072f,
+    -0.030994987f,    0.15075774f,      -0.06697724f,     0.036068875f,
+    0.005174052f,     0.15762272f,      -0.09359547f,     0.06011978f,
+    -0.20130202f,     -0.2399595f,      -0.007247519f,    -0.062571146f,
+    -0.25810865f,     -0.10054644f,     0.057966083f,     0.25557914f,
+    0.036694355f,     0.30086866f,      0.006560981f,     0.033802185f,
+    -0.08347327f,     0.28710675f,      0.021880157f,     0.04767934f,
+    -0.08497335f,     0.5885198f,       0.023092799f,     0.038470116f,
+    0.16157758f,      0.010583807f,     -0.25718346f,     -0.042735994f,
+    0.12373039f,      0.16206901f,      0.08336538f,      0.21352498f,
+    0.059582815f,     -0.032146916f,    0.079257764f,     -0.0016167751f,
+    -0.02205234f,     0.0405716f,       0.015626704f,     0.015071891f,
+    -0.06631943f,     0.07939527f,      0.05282321f,      -0.031827953f,
+    0.045815617f,     0.038473863f,     0.012097371f,     -0.041949954f,
+    0.10436737f,      -0.04933808f,     0.03482716f,      -0.10212701f,
+    0.27047437f,      0.14205115f,      0.041179992f,     0.026404373f,
+    -0.065594174f,    -0.12736672f,     -0.0710877f,      -0.053915583f,
+    0.01613588f,      0.17389613f,      -0.044684675f,    0.22719298f,
+    0.015502862f,     -0.14574938f,     0.085858285f,     0.0026169082f,
+    0.0089747105f,    -0.11735594f,     0.06839516f,      0.07142809f,
+    0.04451523f,      0.06147266f,      -0.0012151458f,   -0.008291631f,
+    -0.09026896f,     -0.08051338f,     -0.102967136f,    -0.052975707f,
+    0.048517436f,     -0.024674408f,    0.016117888f,     0.015603796f,
+    0.13993767f,      0.029596603f,     -0.024877293f,    -0.013130988f,
+    -0.0232684f,      0.11352275f,      -0.024990203f,    -0.1607456f,
+    -0.22931759f,     0.18455116f,      -0.02624186f,     0.07006299f,
+    -0.16019426f,     -0.062050693f,    -0.07570467f,     -0.0948215f,
+    0.11911582f,      -0.24222155f,     0.20988029f,      -0.12547027f,
+    -0.48145735f,     -0.01521843f,     -0.10649907f,     0.71631026f,
+    0.10028422f,      0.75859886f,      0.12850475f,      0.123134464f,
+    0.008657039f,     0.8846148f,       -0.13880287f,     -0.16307577f,
+    -0.10221507f,     0.07655262f,      -0.03988632f,     -0.04268315f,
+    0.050553113f,     -0.2896542f,      0.08483427f,      0.18624589f,
+    0.7549801f,       0.18414652f,      0.034072693f,     0.03786343f,
+    -0.09295679f,     -0.03666787f,     -0.009160933f,    -0.012920515f,
+    -0.029413473f,    0.010253004f,     -0.0796485f,      0.038094785f,
+    -0.19285308f,     -0.02273603f,     -0.059900336f,    0.16111064f,
+    -0.02963963f,     0.380052f,        -0.019736923f,    -0.086330734f,
+    -0.19065458f,     0.16180964f,      -0.058330737f,    0.16446571f,
+    0.5497785f,       0.2566367f,       -0.061442494f,    -0.08855255f,
+    -0.046923388f,    -0.0021147097f,   0.17849843f,      -0.048363656f,
+    0.2680546f,       0.1588858f,       -0.015360107f,    0.29298705f,
+    0.016426394f,     0.13549931f,      0.04652411f,      0.0071147704f,
+    0.010288967f,     0.05908408f,      -0.0045378814f,   0.07343509f,
+    -0.016549721f,    -0.014486795f,    -0.001113012f,    0.031942274f,
+    0.009040558f,     0.032813624f,     -0.0424731f,      0.052078795f,
+    -0.053465404f,    -0.00057529495f,  0.011511385f,     -0.027211199f,
+    -0.060380895f,    -0.013912639f,    0.00951986f,      -0.0074726664f,
+    0.021073354f,     0.030663729f,     0.00809332f,      -0.013936477f,
+    0.05807691f,      0.008006645f,     0.0071268706f,    -0.043578595f,
+    0.11615272f,      0.06984987f,      -0.0028992365f,   0.041572776f,
+    -0.15604974f,     0.18731527f,      -0.15413979f,     0.012749477f,
+    0.15030195f,      -0.0020730947f,   0.03645586f,      -0.10145699f,
+    -0.040069796f,    -0.07289411f,     0.00848367f,      0.001622471f,
+    0.088356435f,     -0.08887693f,     0.06583668f,      0.13509107f,
+    0.062882945f,     0.02901061f,      0.0557863f,       0.042449273f,
+    0.0116659785f,    0.038361747f,     -0.042015914f,    -0.052616213f,
+    -0.07969802f,     0.08745955f,      0.010646311f,     0.048006814f,
+    0.078400664f,     0.018272074f,     -0.021945313f,    0.020994332f,
+    -0.00440785f,     -0.058062512f,    -0.042612758f,    0.017000763f,
+    0.04425118f,      0.023721699f,     0.014297439f,     -0.038070936f,
+    0.03014516f,      -0.037381243f,    -0.00404214f,     -0.022961603f,
+    0.104961f,        -0.04902547f,     0.058775403f,     -0.09026729f,
+    -0.101065375f,    -0.046076927f,    0.017828949f,     0.048770756f,
+    0.0011011219f,    0.024923807f,     -0.09660758f,     0.05639419f,
+    -0.080873094f,    0.1845964f,       -0.0069835014f,   0.014266926f,
+    -0.02855939f,     -0.056643132f,    -0.0051804986f,   -0.03215627f,
+    0.019358406f,     0.1768966f,       0.04088005f,      0.0048896256f,
+    0.030420236f,     0.012921552f,     -0.03283905f,     -0.006024614f,
+    0.030611534f,     -0.028801229f,    0.002574335f,     -0.03615586f,
+    0.09825823f,      0.0065917578f,    -0.035536543f,    -0.06725451f,
+    0.003755605f,     0.013537556f,     -0.011502704f,    -0.0051462594f,
+    -0.017171362f,    -0.06360293f,     -0.034664832f,    -0.04424426f,
+    0.042037055f,     0.19522013f,      0.019246215f,     -0.021807862f,
+    -0.13493076f,     -0.18108664f,     0.027387377f,     -0.057092384f,
+    -0.360573f,       0.10253678f,      0.063756354f,     0.011502856f,
+    0.13754463f,      0.025544228f,     -0.105598815f,    -0.026410667f,
+    -0.0008124341f,   -0.071404435f,    0.016904969f,     0.023952119f,
+    -0.09001399f,     -0.014638472f,    -0.107836954f,    0.038338777f,
+    -0.05954155f,     0.3937112f,       -0.06343964f,     -0.098806344f,
+    -0.040508512f,    -0.15359704f,     0.28182873f,      0.08952835f,
+    -0.09345569f,     0.11638065f,      -0.03209807f,     0.30986494f,
+    -0.026875084f,    0.13687582f,      -0.057586435f,    0.0033817207f,
+    0.12819554f,      -0.013082991f,    -0.012207393f,    0.007877484f,
+    -0.010009816f,    -0.05519416f,     -0.014998437f,    0.011148795f,
+    -0.04913968f,     0.029449768f,     0.0018857152f,    0.013820857f,
+    -0.061610684f,    0.017086286f,     -0.014723202f,    0.055658128f,
+    -0.08936702f,     0.15055695f,      -0.019955054f,    -0.0051097856f,
+    0.055257797f,     0.026368754f,     -0.15075234f,     -0.058290627f,
+    0.015374483f,     -0.017010013f,    0.029440638f,     0.17879036f,
+    0.055987984f,     0.2014458f,       -0.025986856f,    0.037391923f,
+    0.020041345f,     -0.27366036f,     -0.107675634f,    0.044677358f,
+    -0.26006556f,     -0.08148701f,     0.023839803f,     0.18195054f,
+    0.10027663f,      0.323401f,        0.012640289f,     0.033895966f,
+    -0.08169412f,     0.17818142f,      0.01733072f,      0.063214764f,
+    -0.06319035f,     -0.03843456f,     0.044573024f,     0.012283689f,
+    0.03905451f,      -0.0858922f,      0.0056206034f,    -0.054033287f,
+    0.074631706f,     0.2270766f,       0.049191162f,     -0.080160886f,
+    0.20265223f,      0.0034367319f,    0.08326053f,      0.055953957f,
+    -0.021390092f,    -0.75434166f,     -0.2119513f,      0.15419082f,
+    -0.5878938f,      0.09843949f,      0.10501423f,      0.6137734f,
+    -0.15509549f,     0.7417564f,       -0.09229847f,     -0.11215972f,
+    0.1986837f,       0.7498558f,       0.15741259f,      0.031588957f,
+    0.34542522f,      0.3671338f,       0.050357416f,     0.09435209f,
+    -0.12557067f,     0.23468016f,      -0.106572054f,    -0.044294365f,
+    0.30201787f,      0.09970023f,      -0.086082414f,    0.31907186f,
+    0.0011450003f,    0.060450554f,     -0.094321065f,    0.0017964012f,
+    0.1424026f,       0.19942866f,      0.058151063f,     -0.09763893f,
+    0.14013672f,      -0.033729076f,    -0.009657222f,    -0.037736878f,
+    0.06720788f,      -0.075642206f,    0.007286674f,     0.11240429f,
+    0.0065294695f,    -0.030203562f,    -0.010721404f,    -0.116738304f,
+    0.3607275f,       0.12672496f,      0.021615604f,     0.033858713f,
+    0.13400987f,      0.06431525f,      -0.06691087f,     0.14595011f,
+    -0.008561604f,    0.14163294f,      0.056257907f,     0.3520392f,
+    -0.04394999f,     -0.0028129697f,   -0.08888837f,     -0.029985145f,
+    0.030372502f,     -0.14674705f,     -0.070825584f,    -0.08322254f,
+    -0.08497095f,     0.010243157f,     -5.5688863e-05f,  -0.01099719f,
+    0.025146788f,     0.061569728f,     0.062467348f,     -0.041845758f,
+    0.014052529f,     -0.041381437f,    -0.005965281f,    -0.02505238f,
+    0.033743933f,     0.022375392f,     -0.018016314f,    0.00055475975f,
+    -0.022157867f,    -0.017465835f,    -0.0045483005f,   0.119692154f,
+    -0.020166207f,    0.24603683f,      -0.0071642944f,   0.024200281f,
+    -0.03257321f,     -0.04937859f,     0.07412929f,      -0.004714887f,
+    0.0010213905f,    -0.0576797f,      0.047480553f,     0.011789497f,
+    -0.2318705f,      -0.013216555f,    -0.007650194f,    0.21737282f,
+    -0.0017965994f,   0.37281004f,      -0.09982479f,     -0.009142261f,
+    -0.13773903f,     0.23119944f,      -0.020788472f,    -0.06151848f,
+    -0.0014226118f,   -0.06132002f,     -0.032428455f,    -0.046841744f,
+    0.0078683f,       0.089152165f,     0.03683405f,      -0.117846414f,
+    0.18142857f,      0.19151904f,      -0.008181704f,    -0.14283088f,
+    -0.03691898f,     0.0031022264f,    -0.00318654f,     -0.014476929f,
+    -0.02316005f,     0.035108574f,     0.12210266f,      -0.038086705f,
+    0.026954912f,     -0.0056925155f,   0.018069055f,     -0.040836975f,
+    -0.020427013f,    -0.043570735f,    0.060326766f,     0.06339755f,
+    0.047302492f,     -0.026342686f,    -0.011594244f,    0.061395485f,
+    0.10346414f,      -0.03713694f,     0.0102482885f,    -0.0016179478f,
+    -0.0028208077f,   -0.10695704f,     0.010509528f,     0.025757857f,
+    -0.04434847f,     0.13520806f,      0.008622794f,     -0.053426582f,
+    0.013260353f,     -0.19719706f,     0.004430872f,     -0.029948913f,
+    0.03813006f,      0.0373536f,       0.0008706067f,    0.01047326f,
+    -0.0045027793f,   0.019326277f,     0.007231656f,     0.008300135f,
+    -0.020665932f,    0.04975184f,      0.0014273074f,    -0.04876815f,
+    0.07044493f,      -0.01045838f,     0.009101885f,     -0.036903173f,
+    -0.0004744507f,   -0.046730164f,    0.0041760514f,    -0.01884484f,
+    0.0063735796f,    0.06810604f,      0.107551165f,     0.09627486f,
+    0.043206997f,     0.06253923f,      -0.035905674f,    0.041340932f,
+    -0.119592205f,    0.094922915f,     -0.065469556f,    -0.03853879f,
+    -0.17381419f,     0.23785266f,      0.078358285f,     0.0054959077f,
+    0.11458983f,      -0.013138738f,    -0.103433214f,    -0.02233651f,
+    0.04934036f,      -0.08529042f,     0.03650632f,      0.022829639f,
+    0.035568047f,     0.0091951545f,    -0.10593388f,     -0.08046578f,
+    0.002299903f,     0.30750358f,      -0.05585595f,     -0.014680518f,
+    0.030016491f,     -0.17937884f,     -0.19030805f,     -0.11197273f,
+    -0.046215743f,    0.14573145f,      0.031408813f,     0.061366186f,
+    -0.07926941f,     -0.08302711f,     0.061025552f,     -0.015553272f,
+    -0.06158321f,     0.0143050505f,    0.02111178f,      -0.001981786f,
+    0.0767764f,       0.009569591f,     -0.059213877f,    0.0063453517f,
+    -0.03622294f,     -0.03039037f,     0.00013941481f,   0.009374101f,
+    -0.13855189f,     0.010991925f,     -0.0613927f,      0.11416749f,
+    -0.11961187f,     0.32238087f,      -0.044924937f,    -0.08240755f,
+    -0.008297185f,    -0.054251228f,    0.14359601f,      0.06008485f,
+    -0.018592346f,    0.0648186f,       -0.0020248091f,   0.38440135f,
+    0.053694524f,     0.13339223f,      0.06800024f,      0.018290306f,
+    0.10995106f,      -0.12827326f,     0.0123858955f,    0.21950454f,
+    0.065632716f,     0.061837338f,     0.020810535f,     -0.06626623f,
+    -0.14532562f,     -0.093671024f,    -0.06962128f,     0.040431153f,
+    -0.07160787f,     -0.09618397f,     0.039452076f,     0.020019688f,
+    0.13571987f,      -0.046189487f,    -0.015846943f,    0.0063015823f,
+    -0.09565114f,     0.22451776f,      0.00886037f,      -0.02049069f,
+    -0.24221073f,     0.14828478f,      -0.051143408f,    0.0461805f,
+    0.09435043f,      0.09374778f,      -0.08676505f,     0.066650264f,
+    -0.060268547f,    -0.3259086f,      -0.18091676f,     -0.11639267f,
+    -0.5029436f,      -0.09627753f,     0.02067597f,      0.7558151f,
+    0.0038006685f,    0.70143574f,      0.02178817f,      0.075308986f,
+    0.05171592f,      0.937243f,        0.037846364f,     0.12480036f,
+    -0.16727677f,     0.4041633f,       0.09565084f,      0.04462478f,
+    0.18047121f,      0.025510564f,     -0.054039463f,    0.14026093f,
+    0.7756441f,       0.18320186f,      0.087877594f,     0.21245043f,
+    0.128625f,        0.040841434f,     0.031882454f,     0.014652159f,
+    0.07336157f,      -0.082995646f,    -0.08216907f,     0.06895632f,
+    -0.28883147f,     0.0687547f,       0.08278488f,      0.06376588f,
+    0.08406635f,      0.34743282f,      0.01616047f,      -0.105779156f,
+    0.1468829f,       0.053489823f,     0.10077649f,      -0.09239508f,
+    0.6348831f,       0.1352438f,       0.02459858f,      0.090068035f,
+    -0.078240074f,    -0.099081255f,    -0.12910812f,     -0.15346357f,
+    0.12719591f,      0.15875258f,      -0.06565642f,     0.27934027f,
+    -0.022967832f,    -0.053190503f,    0.09059283f,      0.012006108f,
+    0.0011857292f,    0.016293127f,     0.06444683f,      -0.050672583f,
+    3.5189834e-05f,   0.017987749f,     -0.019098926f,    0.008637739f,
+    -0.024748938f,    -0.053841494f,    -0.09542447f,     -0.014751939f,
+    0.025203867f,     -0.0032474683f,   -0.006368458f,    -0.0009960494f,
+    0.0013469144f,    -0.027301246f,    -0.012753308f,    -0.012530901f,
+    0.016105907f,     0.034088247f,     -0.01590232f,     -0.13388981f,
+    -0.0125353085f,   0.09361885f,      -0.0057449047f,   0.006084462f,
+    -0.06271147f,     0.031053199f,     -0.04053029f,     -0.044474907f,
+    0.061547633f,     -0.20477249f,     0.081579626f,     -0.0585398f,
+    -0.20271818f,     -0.011229073f,    0.03334085f,      0.15171741f,
+    0.04966151f,      0.39416173f,      0.08891907f,      0.068318516f,
+    -0.12359032f,     0.14359109f,      -0.023392875f,    -0.064946696f,
+    0.0454515f,       -0.019338306f,    -0.036920782f,    -0.0061167954f,
+    0.008170954f,     -0.08232102f,     -0.004634325f,    0.0277472f,
+    0.112698115f,     0.21048214f,      -0.0012042654f,   -0.029842526f,
+    -0.025627753f,    -0.014696349f,    -0.026032865f,    -0.0072196675f,
+    -0.036066715f,    0.051305927f,     -0.045510262f,    0.0124340765f,
+    -0.05072888f,     -0.005966866f,    -0.021207381f,    0.0146908695f,
+    -0.021395259f,    0.051524293f,     -0.027837146f,    -0.052131847f,
+    -0.005911164f,    0.016989948f,     -0.007660514f,    0.033356547f,
+    0.08252214f,      -0.021740522f,    -0.010158041f,    -0.037607312f,
+    -0.022566633f,    0.032255232f,     0.056726158f,     0.069313794f,
+    0.064242706f,     0.17749299f,      -0.00038684483f,  -0.16919652f
+};
+
+static const float espcn_conv3_biases[] = {
+    -0.00073408236f,  0.004423303f,     0.0024515174f,    0.002585888f
+};
+
+static const unsigned long espcn_tf_size = 87134;
+
+
+static const unsigned char espcn_tf_model[] = {
+    0x0A, 0x4C, 0x0A, 0x01, 0x78, 0x12, 0x0B, 0x50, 0x6C, 0x61, 0x63, 0x65,
+    0x68, 0x6F, 0x6C, 0x64, 0x65, 0x72, 0x2A, 0x2D, 0x0A, 0x05, 0x73, 0x68,
+    0x61, 0x70, 0x65, 0x12, 0x24, 0x3A, 0x22, 0x12, 0x02, 0x08, 0x01, 0x12,
+    0x0B, 0x08, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x01,
+    0x12, 0x0B, 0x08, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
+    0x01, 0x12, 0x02, 0x08, 0x01, 0x2A, 0x0B, 0x0A, 0x05, 0x64, 0x74, 0x79,
+    0x70, 0x65, 0x12, 0x02, 0x30, 0x01, 0x0A, 0x56, 0x0A, 0x05, 0x43, 0x6F,
+    0x6E, 0x73, 0x74, 0x12, 0x05, 0x43, 0x6F, 0x6E, 0x73, 0x74, 0x2A, 0x39,
+    0x0A, 0x05, 0x76, 0x61, 0x6C, 0x75, 0x65, 0x12, 0x30, 0x42, 0x2E, 0x08,
+    0x03, 0x12, 0x08, 0x12, 0x02, 0x08, 0x04, 0x12, 0x02, 0x08, 0x02, 0x22,
+    0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00,
+    0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x2A, 0x0B, 0x0A,
+    0x05, 0x64, 0x74, 0x79, 0x70, 0x65, 0x12, 0x02, 0x30, 0x03, 0x0A, 0x4F,
+    0x0A, 0x09, 0x4D, 0x69, 0x72, 0x72, 0x6F, 0x72, 0x50, 0x61, 0x64, 0x12,
+    0x09, 0x4D, 0x69, 0x72, 0x72, 0x6F, 0x72, 0x50, 0x61, 0x64, 0x1A, 0x01,
+    0x78, 0x1A, 0x05, 0x43, 0x6F, 0x6E, 0x73, 0x74, 0x2A, 0x07, 0x0A, 0x01,
+    0x54, 0x12, 0x02, 0x30, 0x01, 0x2A, 0x0F, 0x0A, 0x09, 0x54, 0x70, 0x61,
+    0x64, 0x64, 0x69, 0x6E, 0x67, 0x73, 0x12, 0x02, 0x30, 0x03, 0x2A, 0x13,
+    0x0A, 0x04, 0x6D, 0x6F, 0x64, 0x65, 0x12, 0x0B, 0x12, 0x09, 0x53, 0x59,
+    0x4D, 0x4D, 0x45, 0x54, 0x52, 0x49, 0x43, 0x0A, 0xC4, 0x32, 0x0A, 0x07,
+    0x43, 0x6F, 0x6E, 0x73, 0x74, 0x5F, 0x31, 0x12, 0x05, 0x43, 0x6F, 0x6E,
+    0x73, 0x74, 0x2A, 0xA4, 0x32, 0x0A, 0x05, 0x76, 0x61, 0x6C, 0x75, 0x65,
+    0x12, 0x9A, 0x32, 0x42, 0x97, 0x32, 0x08, 0x01, 0x12, 0x10, 0x12, 0x02,
+    0x08, 0x05, 0x12, 0x02, 0x08, 0x05, 0x12, 0x02, 0x08, 0x01, 0x12, 0x02,
+    0x08, 0x40, 0x22, 0x80, 0x32, 0xDE, 0xD5, 0x09, 0xBD, 0xE4, 0xFB, 0xE5,
+    0xBE, 0xC3, 0xA5, 0x2D, 0x3D, 0x50, 0x50, 0xB8, 0xBD, 0xCB, 0xC4, 0x88,
+    0x3D, 0xA7, 0x64, 0x6A, 0x3C, 0x24, 0x86, 0x84, 0x3D, 0x48, 0x56, 0x31,
+    0x3C, 0x94, 0x62, 0x19, 0xBE, 0x86, 0x91, 0x8D, 0xBB, 0xBB, 0xA9, 0x0D,
+    0x3D, 0xDE, 0x03, 0xE8, 0x3E, 0xF8, 0x76, 0xB9, 0xBB, 0x31, 0xF8, 0x81,
+    0xBE, 0xBF, 0x27, 0x76, 0xBD, 0x2F, 0xCA, 0xCD, 0xBB, 0x9E, 0x08, 0x76,
+    0xBC, 0xCB, 0x70, 0x2D, 0x3D, 0xF5, 0x13, 0x6F, 0xBD, 0x8A, 0x2E, 0x04,
+    0x3D, 0xE6, 0xCF, 0x9C, 0x3D, 0x63, 0xA5, 0xFA, 0xBD, 0x5C, 0x23, 0x04,
+    0xBD, 0x34, 0x9C, 0xA3, 0x3D, 0x20, 0xEA, 0x47, 0x3A, 0x21, 0x8B, 0x80,
+    0xBB, 0xB0, 0x6A, 0x12, 0x3D, 0x09, 0x57, 0x2A, 0x3D, 0x3E, 0x21, 0x19,
+    0x3C, 0x9A, 0xD8, 0x64, 0xBE, 0x6E, 0x73, 0xF4, 0xBD, 0xAF, 0x87, 0x4C,
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+    0xD1, 0xB8, 0xB6, 0x3E, 0x7A, 0xE9, 0xB0, 0xBC, 0x66, 0xE0, 0xDE, 0x3E,
+    0x53, 0xB8, 0x94, 0xBE, 0xBD, 0x26, 0x9A, 0x3B, 0xA3, 0xDF, 0xD9, 0xBE,
+    0xA3, 0x2E, 0x0F, 0xBE, 0x9D, 0x92, 0xC4, 0x3C, 0xEE, 0x34, 0xD1, 0xBE,
+    0xF1, 0x5A, 0xAB, 0xBC, 0x70, 0x66, 0xC4, 0x3E, 0x1C, 0x50, 0x36, 0xBE,
+    0x0B, 0xE7, 0x81, 0xBF, 0x56, 0xEF, 0x24, 0xBF, 0x6D, 0x50, 0x30, 0x3E,
+    0xC1, 0x87, 0x40, 0xBE, 0x8D, 0x81, 0x60, 0xBB, 0x0D, 0x05, 0x17, 0x3E,
+    0xEE, 0x6E, 0x05, 0x3E, 0x86, 0xC0, 0xA6, 0x3E, 0x88, 0x11, 0x93, 0xBE,
+    0x78, 0xCF, 0x82, 0x3D, 0x7E, 0x2C, 0xB7, 0xBE, 0x2D, 0x12, 0x4F, 0x3F,
+    0x8C, 0xBB, 0xB6, 0xBD, 0x09, 0x7A, 0x42, 0x3E, 0xFB, 0x41, 0x9B, 0x3F,
+    0x0F, 0x49, 0x28, 0xBD, 0xAF, 0x0B, 0x8A, 0x3F, 0x2D, 0x5C, 0xB6, 0x3E,
+    0xC4, 0x01, 0x1F, 0xBC, 0x85, 0xC4, 0x37, 0x3E, 0xEA, 0x70, 0x94, 0xBE,
+    0xB7, 0x94, 0xA1, 0xBE, 0x7C, 0xFC, 0x37, 0xBE, 0x7F, 0x05, 0x33, 0xBE,
+    0x30, 0x13, 0x85, 0x3E, 0x8A, 0xA2, 0xD5, 0x3E, 0x61, 0xE1, 0xB8, 0xBE,
+    0x0B, 0xBB, 0xCB, 0x3C, 0xBF, 0xFF, 0x7A, 0x3F, 0x54, 0xB9, 0x84, 0x3C,
+    0x5B, 0xA6, 0x3B, 0xBE, 0x80, 0x20, 0x28, 0x3E, 0x9E, 0x5F, 0x14, 0x3E,
+    0xF7, 0xB0, 0xA4, 0x3D, 0x19, 0x93, 0xB4, 0xBC, 0xA2, 0xD7, 0xB3, 0x3D,
+    0x6C, 0x14, 0x4E, 0x3D, 0xF9, 0xF0, 0x2F, 0x3D, 0x20, 0x88, 0x5F, 0x3C,
+    0xAA, 0x52, 0xC2, 0x3C, 0xF5, 0xAF, 0x48, 0xBD, 0xD8, 0x76, 0x48, 0x3C,
+    0xAD, 0x7C, 0xA2, 0x3C, 0xCE, 0xAB, 0xB8, 0xBE, 0xFA, 0x35, 0x80, 0xBD,
+    0xE1, 0x3D, 0xE8, 0x3C, 0xB7, 0x43, 0xAB, 0x3D, 0x8D, 0x89, 0x3C, 0xBD,
+    0x10, 0xB5, 0xBF, 0xBD, 0x38, 0x78, 0x49, 0xBD, 0xF1, 0x36, 0xA4, 0xBC,
+    0xAE, 0x35, 0xFE, 0xBD, 0x46, 0xD7, 0x9A, 0xBE, 0x04, 0x14, 0x55, 0x3E,
+    0xBE, 0xC7, 0x75, 0x3D, 0x7C, 0x8C, 0xF7, 0x3C, 0xCF, 0x5E, 0xE6, 0xBC,
+    0x96, 0x2C, 0x4A, 0x3D, 0x93, 0x96, 0xDA, 0xBC, 0x35, 0x19, 0x99, 0xBE,
+    0xD4, 0xB8, 0x13, 0xBE, 0x06, 0x2A, 0x5A, 0xBE, 0xD8, 0x87, 0xA9, 0xBC,
+    0xF7, 0x9E, 0x23, 0x3C, 0xB5, 0x7C, 0xAD, 0x3E, 0x92, 0x80, 0x9D, 0xBD,
+    0x26, 0xA5, 0x8E, 0xBD, 0x72, 0xD1, 0xA2, 0x3C, 0xF7, 0xAD, 0x16, 0xBE,
+    0xFD, 0xAD, 0x85, 0x3D, 0x6D, 0xAA, 0xCA, 0x3D, 0xA0, 0x6A, 0x8D, 0xBC,
+    0xD8, 0x6B, 0x39, 0x3C, 0x50, 0x6C, 0x90, 0xBD, 0xAA, 0x61, 0xA3, 0xBD,
+    0xFE, 0x31, 0x1D, 0xBE, 0xE8, 0x9F, 0x8D, 0x3D, 0xC9, 0x1E, 0x46, 0x3D,
+    0x91, 0x3C, 0xAF, 0xBC, 0x67, 0xC5, 0x1F, 0x3C, 0x43, 0x43, 0x50, 0xBE,
+    0x13, 0x6C, 0xF6, 0xBD, 0x97, 0x8E, 0x60, 0x3C, 0x24, 0x9F, 0xF5, 0xBD,
+    0x42, 0xD1, 0xEC, 0x3C, 0xDC, 0x0A, 0x6B, 0xBA, 0xF7, 0x2B, 0x42, 0xBE,
+    0xB1, 0x4A, 0x94, 0x3D, 0xE1, 0x2B, 0xC1, 0xBD, 0x68, 0x69, 0x83, 0xBD,
+    0xFE, 0xA7, 0x7D, 0x3D, 0xD9, 0x77, 0x86, 0xBE, 0xC3, 0xDA, 0xE6, 0xBA,
+    0x7C, 0x68, 0x26, 0x3E, 0x82, 0xC6, 0x77, 0xBE, 0xA0, 0xF5, 0xE8, 0x3C,
+    0x97, 0xAB, 0x63, 0xBD, 0x39, 0x18, 0x6E, 0x3D, 0xAD, 0xFC, 0x41, 0x3D,
+    0xD2, 0xC0, 0x0B, 0xBD, 0x7A, 0x76, 0xB4, 0xBD, 0x6E, 0xEB, 0x8D, 0xBC,
+    0x58, 0xF7, 0x2F, 0xBC, 0x9A, 0x6E, 0x4C, 0xBD, 0xA2, 0x60, 0xEC, 0x3D,
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+    0x75, 0xF8, 0xD5, 0x3C, 0x16, 0x9A, 0xA4, 0x3D, 0xA8, 0x18, 0x6A, 0x3C,
+    0x2C, 0xD1, 0x51, 0x3C, 0x67, 0xB8, 0xEB, 0xBD, 0x8C, 0xDC, 0x9B, 0xBD,
+    0x27, 0x94, 0x21, 0x3D, 0x34, 0x21, 0x5E, 0x3C, 0xFB, 0x4A, 0x45, 0xBC,
+    0x9B, 0x07, 0x3F, 0xBD, 0xF5, 0xF3, 0x6C, 0xBD, 0x0C, 0x77, 0x4C, 0x3B,
+    0xC1, 0x1B, 0x0E, 0x3C, 0x06, 0x72, 0xA1, 0x3D, 0xCB, 0x2B, 0x87, 0x3D,
+    0x2D, 0xC0, 0xF4, 0x3E, 0x7C, 0xDF, 0x34, 0x3D, 0xAD, 0x57, 0x8E, 0x3D,
+    0x88, 0xBF, 0x0A, 0xBE, 0xE6, 0xAA, 0x8E, 0xBD, 0xA0, 0x5C, 0x2B, 0xBD,
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+    0xE8, 0xFE, 0xEB, 0xBB, 0x75, 0x4B, 0x22, 0xBC, 0xBF, 0x7C, 0xB1, 0x3C,
+    0x70, 0xBB, 0x0C, 0x3E, 0xBB, 0x63, 0xAF, 0xBC, 0xEE, 0x6C, 0x34, 0xBD,
+    0x8B, 0xD3, 0x66, 0x3D, 0x3B, 0x90, 0xAE, 0xBD, 0x0A, 0x6D, 0x80, 0xBD,
+    0xF1, 0xC8, 0x5A, 0x3D, 0x5C, 0x39, 0xB1, 0xBD, 0x98, 0xAC, 0x3F, 0x3C,
+    0x3A, 0xB0, 0xA1, 0xBD, 0x49, 0x8B, 0x13, 0x3D, 0xB5, 0x17, 0xA0, 0x3C,
+    0x58, 0x67, 0xE2, 0xBC, 0xF0, 0x1E, 0x5D, 0x3E, 0x0D, 0x78, 0xA5, 0xBD,
+    0x61, 0x8B, 0x49, 0x3D, 0xA1, 0xDA, 0x29, 0x3B, 0xBA, 0xFF, 0xBC, 0xBC,
+    0x5A, 0xDE, 0x59, 0xBC, 0x15, 0x96, 0x77, 0x3B, 0x1E, 0x98, 0xA4, 0xBE,
+    0x92, 0xF7, 0xF7, 0x3D, 0x8C, 0x73, 0xC0, 0xBC, 0x42, 0xBF, 0xE1, 0x3D,
+    0xFB, 0xE8, 0x8F, 0x3D, 0xEC, 0x12, 0x6B, 0xBE, 0x0E, 0x7B, 0x01, 0xBE,
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+    0x7A, 0x05, 0x3B, 0x3D, 0x3C, 0x0C, 0x7C, 0xBD, 0x7A, 0x80, 0x81, 0x3E,
+    0xFF, 0x2C, 0x1A, 0x3E, 0xF2, 0xFE, 0x9D, 0x3D, 0x4E, 0x94, 0x0C, 0x3C,
+    0x2D, 0xEB, 0x60, 0xBD, 0x70, 0x77, 0x6C, 0xBD, 0xA6, 0xCE, 0x73, 0xBE,
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+    0xE5, 0xC2, 0x2D, 0x3E, 0x29, 0x01, 0xD3, 0x3D, 0x13, 0x8C, 0xC4, 0xBB,
+    0x34, 0xCD, 0xB5, 0x3D, 0x55, 0x46, 0x52, 0xBE, 0x70, 0xD4, 0xB0, 0x3E,
+    0x3A, 0x4F, 0x00, 0xBF, 0xDD, 0xDF, 0xDD, 0xBD, 0x51, 0xCB, 0x05, 0xBD,
+    0x44, 0x98, 0x8F, 0x3D, 0xF9, 0x9A, 0xC0, 0xBD, 0x2C, 0xB6, 0xDA, 0x3E,
+    0xCB, 0x03, 0xCC, 0x3D, 0xF3, 0x4F, 0x0C, 0x3C, 0x2B, 0xA0, 0x09, 0xBE,
+    0x95, 0x9C, 0x7D, 0xBB, 0x78, 0x41, 0xB9, 0xBE, 0x87, 0xDD, 0xAA, 0x3C,
+    0xB6, 0xEB, 0xD9, 0x3C, 0x1B, 0xBF, 0x2C, 0x3E, 0x5D, 0x19, 0xC9, 0x3D,
+    0x13, 0xA8, 0x28, 0x3C, 0x7E, 0x86, 0xA6, 0x3E, 0x4F, 0x88, 0x1C, 0xBD,
+    0xB7, 0x35, 0x88, 0x3E, 0xBD, 0xF8, 0xF7, 0xBD, 0xA2, 0xDB, 0x2F, 0xBE,
+    0xD3, 0x36, 0x3F, 0xBE, 0x1B, 0x1F, 0xE2, 0x3C, 0xFC, 0x02, 0x11, 0xBD,
+    0xB7, 0x3F, 0x77, 0xBD, 0xCE, 0x57, 0x91, 0xBD, 0x76, 0x0B, 0xC2, 0x3D,
+    0x57, 0x0D, 0xF3, 0xBD, 0x49, 0x0A, 0x8E, 0x3D, 0x3D, 0x82, 0x33, 0x3B,
+    0x76, 0xE1, 0x89, 0xBA, 0xAA, 0x6C, 0xBE, 0xBD, 0x72, 0x7A, 0xB2, 0x3D,
+    0x73, 0x5D, 0xBE, 0xBD, 0x2D, 0x6D, 0x08, 0x3D, 0x2C, 0x42, 0x49, 0x3B,
+    0x1E, 0xE5, 0x24, 0x3D, 0x43, 0x8F, 0xC6, 0x3B, 0x55, 0x55, 0xF8, 0xBC,
+    0x54, 0xAB, 0x1E, 0xBB, 0x3C, 0x8C, 0x67, 0xBD, 0x81, 0xB8, 0xCD, 0x3A,
+    0xC0, 0x5F, 0x84, 0x3D, 0x0E, 0x0C, 0x80, 0x3D, 0xAA, 0x1B, 0xCA, 0xBB,
+    0x78, 0x6B, 0xCF, 0x3D, 0x7E, 0x62, 0x54, 0x3D, 0x4C, 0x9C, 0x5C, 0xBE,
+    0x9E, 0x85, 0x30, 0xBD, 0x98, 0x98, 0xEF, 0x3C, 0xCC, 0x93, 0xB6, 0xBD,
+    0x7C, 0x46, 0x80, 0xBD, 0x2D, 0x5B, 0xAC, 0x3D, 0x93, 0x71, 0xC6, 0x3D,
+    0x57, 0xDA, 0x14, 0xBC, 0xC6, 0x1A, 0xC4, 0xBD, 0x1C, 0x7D, 0x37, 0xBA,
+    0x9D, 0xBF, 0x96, 0x3C, 0xBC, 0xAA, 0xB4, 0x3D, 0xE9, 0x08, 0x62, 0xBC,
+    0x24, 0x4C, 0x2E, 0xBD, 0x62, 0x3D, 0x21, 0xBD, 0xB4, 0xA0, 0xAC, 0xBC,
+    0x6F, 0xAA, 0x11, 0xBE, 0xBE, 0xD5, 0xFF, 0xBD, 0xF8, 0xBC, 0x84, 0x39,
+    0x60, 0x47, 0xF8, 0xBD, 0x2A, 0x23, 0x18, 0xBC, 0xD8, 0x48, 0x97, 0x3B,
+    0x96, 0xE6, 0xDF, 0xBC, 0x1E, 0xFA, 0x87, 0xBC, 0xB0, 0x6D, 0x8A, 0x3B,
+    0x63, 0x53, 0x9B, 0x3D, 0x6C, 0xD1, 0x18, 0xBD, 0xAB, 0x05, 0x10, 0xBC,
+    0x9F, 0x9A, 0xB4, 0xBC, 0x32, 0x2A, 0xAC, 0x3C, 0x9B, 0xA4, 0x81, 0xBD,
+    0x16, 0xF2, 0xCF, 0xBC, 0x8C, 0xB1, 0xD3, 0xBD, 0x00, 0x6C, 0x32, 0xBC,
+    0xF7, 0x0D, 0x70, 0x3D, 0xF6, 0x67, 0x79, 0x3F, 0x7C, 0xCC, 0x2C, 0x3E,
+    0x68, 0xDD, 0xB6, 0x3D, 0x5B, 0x97, 0x86, 0xBE, 0x29, 0x03, 0xFC, 0xBD,
+    0xF5, 0xFA, 0x9B, 0x3D, 0xF7, 0xC0, 0x54, 0x3E, 0x55, 0x39, 0x4D, 0x3F,
+    0x5C, 0x39, 0x0E, 0x3D, 0xFF, 0x15, 0x28, 0x3F, 0x1D, 0xFC, 0x3C, 0x3F,
+    0x42, 0x31, 0x12, 0x3E, 0xD4, 0x75, 0x43, 0x3D, 0xA1, 0xC7, 0xAF, 0x3F,
+    0x21, 0x0A, 0x48, 0xBF, 0x03, 0x7B, 0x26, 0x3F, 0xA8, 0x0A, 0x24, 0x3E,
+    0xFF, 0x95, 0xC3, 0x3D, 0x31, 0xA8, 0x59, 0x3E, 0xA1, 0xA0, 0xDF, 0xBE,
+    0xB7, 0x30, 0xED, 0x3E, 0x19, 0x02, 0x66, 0x3D, 0x08, 0xDB, 0x45, 0xBF,
+    0x08, 0xC8, 0x8D, 0x3E, 0x5E, 0x9E, 0xD4, 0xBE, 0xA8, 0x95, 0x18, 0x3E,
+    0xEC, 0xBB, 0xDA, 0xBD, 0x13, 0x63, 0x22, 0xBF, 0xDC, 0xB0, 0x98, 0x3E,
+    0x59, 0x75, 0x9B, 0xBF, 0xB8, 0xD8, 0x63, 0x3F, 0xAE, 0xB3, 0x8D, 0x3E,
+    0xBB, 0xDC, 0x80, 0x3F, 0x5B, 0x57, 0xD1, 0xBD, 0x40, 0x37, 0xB0, 0xBF,
+    0xCE, 0x9D, 0x83, 0xBE, 0x60, 0x0F, 0x4E, 0x3D, 0xA4, 0x90, 0xF1, 0xBC,
+    0x7C, 0x3E, 0x9B, 0x3E, 0xDF, 0xC0, 0xFB, 0x3D, 0xC2, 0x4A, 0x6A, 0x3D,
+    0x15, 0x18, 0x57, 0x3E, 0xFF, 0x0B, 0xA7, 0x3E, 0xBC, 0x46, 0xD9, 0x3C,
+    0xFA, 0xDD, 0x5E, 0x3D, 0x13, 0x18, 0xB5, 0x3B, 0x34, 0x65, 0x4B, 0x3E,
+    0x6B, 0x6E, 0x1A, 0xBD, 0x0F, 0x09, 0xC0, 0x3E, 0x10, 0xA2, 0x64, 0x3B,
+    0x9B, 0xA9, 0x77, 0x3F, 0xB2, 0x63, 0x26, 0x3E, 0xBE, 0xB3, 0x01, 0xBC,
+    0xFE, 0x48, 0xDB, 0x3C, 0x69, 0x2B, 0x39, 0x3C, 0x6C, 0x02, 0x7E, 0xBE,
+    0xA0, 0x37, 0xAA, 0x3E, 0x11, 0xAA, 0x3B, 0x3D, 0xB0, 0x28, 0x91, 0x3D,
+    0xDD, 0x7C, 0x5F, 0x3E, 0xC5, 0x3B, 0x9C, 0x3D, 0xFE, 0xF2, 0x34, 0xBE,
+    0x2A, 0x1B, 0x5E, 0x3E, 0x53, 0x90, 0x55, 0x3D, 0x46, 0x21, 0x74, 0x3E,
+    0xEA, 0x45, 0x27, 0x3E, 0x10, 0x3B, 0x2B, 0xBF, 0xC1, 0xAD, 0xC9, 0xBE,
+    0xDB, 0x7F, 0x16, 0xBC, 0xA5, 0xB8, 0x85, 0xBD, 0xD9, 0x0C, 0xEE, 0x3D,
+    0xAB, 0x36, 0x84, 0x3E, 0x72, 0xEC, 0x94, 0x3C, 0x02, 0x69, 0x16, 0x3E,
+    0x35, 0x69, 0xBD, 0x3D, 0x16, 0xF5, 0xCC, 0x3D, 0xF8, 0xCF, 0xC1, 0xBD,
+    0x68, 0xA0, 0x05, 0xBF, 0x75, 0x30, 0xCB, 0x3D, 0x72, 0x73, 0x84, 0xBC,
+    0x75, 0x2A, 0x82, 0xBE, 0x52, 0xDA, 0x9C, 0x3D, 0x06, 0xD0, 0x40, 0xBC,
+    0x1B, 0xE7, 0x76, 0x3E, 0x7D, 0x46, 0xD3, 0x3A, 0xF3, 0xE0, 0x0D, 0xBE,
+    0x08, 0x0C, 0x68, 0xBD, 0x15, 0xEB, 0x8C, 0x3C, 0xD6, 0x13, 0x82, 0x3D,
+    0x5E, 0x83, 0xDF, 0x3D, 0x49, 0x06, 0x61, 0xBE, 0x8F, 0x6A, 0x8C, 0x3D,
+    0xE8, 0xF4, 0x86, 0x3E, 0xB5, 0xEB, 0xCC, 0xBE, 0x7B, 0xF5, 0xF4, 0x3D,
+    0x16, 0xDC, 0x83, 0x3E, 0x95, 0xC9, 0xAC, 0x3F, 0xFE, 0x35, 0x16, 0xBE,
+    0x97, 0x64, 0xA9, 0xBE, 0x3D, 0x83, 0xFD, 0xBE, 0x98, 0x59, 0x82, 0xB9,
+    0xBE, 0x2B, 0x87, 0x3E, 0x59, 0xFA, 0x30, 0xBF, 0xD3, 0x8D, 0x38, 0xBF,
+    0xCE, 0x6C, 0xBB, 0xBE, 0xDB, 0xDE, 0x9F, 0x3A, 0xBA, 0xA3, 0x96, 0x3E,
+    0x75, 0x54, 0x7C, 0x3E, 0x06, 0x61, 0xD9, 0xBE, 0x1F, 0x22, 0x4C, 0x3E,
+    0xBD, 0x8D, 0x1A, 0x3F, 0x56, 0x50, 0x2D, 0x3E, 0x90, 0xBD, 0x0C, 0xBF,
+    0xE1, 0xD2, 0x22, 0x3E, 0x40, 0xED, 0x40, 0x3E, 0xA7, 0x82, 0xD9, 0x3E,
+    0xFD, 0x6C, 0xEA, 0x3E, 0x13, 0x69, 0x28, 0x3F, 0x88, 0xAC, 0x00, 0x3F,
+    0xE9, 0x21, 0xF2, 0xBD, 0x5E, 0x6E, 0xB5, 0x3E, 0x5D, 0xA9, 0xFF, 0x3E,
+    0xF6, 0x56, 0x7E, 0xBD, 0x25, 0x0D, 0x33, 0x3F, 0x30, 0xED, 0xC3, 0xBD,
+    0x00, 0x45, 0x67, 0x3E, 0xD0, 0xEF, 0x9E, 0x3C, 0xFA, 0x37, 0x69, 0xBD,
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+    0x52, 0x8A, 0x31, 0xBB, 0x8B, 0x26, 0x7D, 0xBC, 0x45, 0xC9, 0xB0, 0x3E,
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+    0x89, 0xE2, 0x2A, 0xBE, 0x4A, 0x61, 0xE0, 0xBD, 0xA5, 0x3E, 0x32, 0xBD,
+    0xF9, 0x76, 0xC3, 0xBD, 0xCC, 0x8F, 0x63, 0xBE, 0xC9, 0xA0, 0xCE, 0x3D,
+    0xD9, 0xFF, 0x16, 0x3E, 0x7A, 0x37, 0x55, 0x3E, 0x7E, 0x76, 0x62, 0xBC,
+    0x3B, 0x3C, 0x0A, 0xBE, 0xFF, 0x52, 0xBE, 0x3D, 0xB6, 0x17, 0x2B, 0x3F,
+    0xF7, 0xB3, 0x8D, 0xBD, 0xBF, 0x89, 0x59, 0xBE, 0xE0, 0x36, 0xA5, 0x3E,
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+    0x1F, 0xE3, 0xDF, 0xBD, 0x9A, 0x24, 0x24, 0xBE, 0xF5, 0xEF, 0xFC, 0xBE,
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+    0xF0, 0x67, 0xCF, 0x3B, 0xA2, 0x3F, 0x98, 0x3F, 0xBE, 0x68, 0x4F, 0xBC,
+    0x35, 0xCD, 0xD1, 0x3E, 0xC0, 0x57, 0x36, 0x3C, 0x39, 0x06, 0x24, 0x3E,
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+    0xBA, 0x0B, 0x8E, 0xBE, 0x7E, 0xCE, 0xA3, 0x3E, 0x8F, 0x3E, 0x3D, 0x3F,
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+    0xEF, 0x1C, 0x70, 0xBE, 0x3E, 0x07, 0x37, 0x3E, 0x3A, 0x37, 0xD4, 0x3D,
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+    0x7F, 0x6C, 0x3B, 0xBC, 0xAA, 0xF4, 0x64, 0xBB, 0xD3, 0x1C, 0xD3, 0xBC,
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+    0xF2, 0x3A, 0xF3, 0x3D, 0x71, 0x24, 0xA9, 0xBB, 0xD5, 0x28, 0x05, 0xBF,
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+    0x0E, 0x4E, 0x2E, 0xBC, 0x15, 0x40, 0x36, 0x3D, 0xEE, 0x20, 0xC3, 0xBD,
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+    0xE0, 0x8C, 0x84, 0xBC, 0xB4, 0x3E, 0x76, 0xBB, 0x5B, 0xE2, 0xCB, 0x3C,
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+    0x54, 0xC8, 0x80, 0xBE, 0xC7, 0x49, 0xB3, 0xBD, 0x65, 0x01, 0x5D, 0xBE,
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+    0x9F, 0x5C, 0x3F, 0x3F, 0xC7, 0x3D, 0x8E, 0xBE, 0x9B, 0x8A, 0x05, 0x3F,
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+    0xC0, 0x1A, 0xA9, 0xBE, 0x97, 0xE5, 0xF1, 0xBD, 0x9C, 0xF2, 0xAD, 0x3E,
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+    0xAF, 0x7F, 0x0E, 0x3F, 0xEF, 0x34, 0xEB, 0xBD, 0x36, 0x15, 0xB9, 0xBD,
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+    0x1C, 0xD1, 0xBE, 0x3C, 0x4A, 0x6C, 0xFD, 0x3E, 0x53, 0xEA, 0x4F, 0xBF,
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+    0x94, 0x1E, 0xEF, 0xBE, 0xE7, 0x55, 0xC3, 0xBE, 0x68, 0x6B, 0x10, 0x3E,
+    0xE6, 0xDF, 0x1A, 0x3F, 0x4D, 0xA0, 0x95, 0xBF, 0x40, 0x4A, 0x14, 0xBE,
+    0xC7, 0x1A, 0x43, 0xBF, 0xE0, 0x60, 0x24, 0xBE, 0xD5, 0x23, 0x4A, 0x3E,
+    0xE2, 0xD8, 0x4E, 0x3D, 0x84, 0xDD, 0x08, 0x3F, 0x55, 0xE6, 0xA0, 0x3E,
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+    0x36, 0xC2, 0x8E, 0xBE, 0xF3, 0xF4, 0x88, 0x3F, 0x9B, 0x13, 0x4D, 0xBF,
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+    0x3A, 0x5C, 0x8B, 0x3E, 0x8D, 0x82, 0xF7, 0xBE, 0x6D, 0xFA, 0x0A, 0x3D,
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+    0x3A, 0xFC, 0x65, 0x3E, 0xC9, 0x9B, 0x04, 0x3E, 0x74, 0xFF, 0x20, 0x3F,
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+    0xF1, 0x02, 0xBF, 0x3B, 0x6B, 0x78, 0x95, 0x3E, 0x24, 0xD7, 0x6A, 0xBE,
+    0x6D, 0xE1, 0xE6, 0xBD, 0x69, 0xC0, 0x27, 0x3E, 0x88, 0xFA, 0xAF, 0xBD,
+    0x8B, 0xA8, 0xB0, 0x3C, 0x84, 0x3B, 0x94, 0x3D, 0xC6, 0xD0, 0x3B, 0xBE,
+    0x59, 0xF7, 0x48, 0x3F, 0x7F, 0x4D, 0xEE, 0xBD, 0x4D, 0x15, 0x00, 0xBF,
+    0x2D, 0x6E, 0xA1, 0xBD, 0xD4, 0xEF, 0x36, 0x3F, 0x87, 0x9D, 0x1C, 0xBF,
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+    0x18, 0x16, 0xAE, 0x3E, 0xA9, 0x61, 0x4C, 0x3E, 0x9D, 0x76, 0x7A, 0x3E,
+    0x1B, 0x6D, 0x09, 0xBF, 0x0A, 0x56, 0xF2, 0x3C, 0x09, 0x44, 0x89, 0xBF,
+    0x0B, 0x4A, 0xAD, 0xBE, 0xB1, 0x31, 0x86, 0xBD, 0x60, 0x30, 0x91, 0xBD,
+    0x20, 0x66, 0x99, 0xBC, 0x02, 0x16, 0x9F, 0xBE, 0x6D, 0x4C, 0x49, 0x3F,
+    0x80, 0xA1, 0xAD, 0x3E, 0xF9, 0x91, 0x06, 0xBC, 0xAC, 0xDC, 0xA8, 0xBE,
+    0x1F, 0xF2, 0xA1, 0x3E, 0x0C, 0x39, 0x9A, 0x3F, 0xD6, 0x22, 0xFF, 0xBD,
+    0x3C, 0x1E, 0x05, 0xBF, 0xD5, 0x7D, 0x56, 0x3E, 0x71, 0x1E, 0x3F, 0xBE,
+    0x0C, 0x4F, 0x0B, 0x3F, 0xE1, 0x08, 0xAE, 0xBD, 0x99, 0xF0, 0xAA, 0xBF,
+    0xBE, 0x8F, 0x00, 0x3E, 0x5C, 0x69, 0x45, 0xBF, 0x7A, 0xC9, 0x40, 0x3E,
+    0xCB, 0x19, 0x0C, 0xC0, 0xFD, 0x4B, 0x40, 0xBF, 0x7B, 0x53, 0x9F, 0xBE,
+    0x07, 0x6E, 0xBD, 0x3D, 0x8A, 0x9C, 0x3A, 0xBE, 0x92, 0xA0, 0xC1, 0xBE,
+    0x5C, 0x93, 0xA3, 0xBC, 0x3D, 0x31, 0xE4, 0xBD, 0xC3, 0xA7, 0x2D, 0xBF,
+    0x77, 0xAF, 0x15, 0xBE, 0x4E, 0x89, 0x8F, 0xBC, 0xAE, 0x95, 0x06, 0x3F,
+    0x31, 0x61, 0xAE, 0x3E, 0x7F, 0x11, 0x28, 0x3E, 0x75, 0x1F, 0xC1, 0xB8,
+    0x9C, 0x73, 0x3D, 0xBE, 0x59, 0x06, 0x68, 0x3F, 0x46, 0x58, 0x16, 0xBF,
+    0xA6, 0xEE, 0xD5, 0x3E, 0x1F, 0x84, 0x9F, 0xBE, 0xE9, 0x68, 0xEC, 0x3E,
+    0xBC, 0xB2, 0xAE, 0x3D, 0x66, 0x86, 0x85, 0xBA, 0x08, 0x0C, 0x76, 0x3E,
+    0xD0, 0x9D, 0x25, 0xBF, 0x7B, 0x04, 0x23, 0x3F, 0x96, 0x7A, 0x50, 0xBF,
+    0x97, 0x07, 0xA5, 0xBE, 0x24, 0x58, 0x18, 0x3A, 0x2F, 0xEB, 0x4E, 0x3D,
+    0x87, 0x6E, 0xB9, 0x3E, 0x86, 0x35, 0x36, 0xBF, 0x85, 0xD0, 0x00, 0x3D,
+    0xED, 0xE9, 0x87, 0xBE, 0x5D, 0xE7, 0x63, 0xBC, 0x77, 0x2D, 0xE3, 0x3D,
+    0x26, 0x68, 0xB2, 0x3D, 0x11, 0xEA, 0xF6, 0xBD, 0x18, 0x5C, 0xD1, 0xBD,
+    0xB9, 0x88, 0x06, 0xBE, 0x59, 0xC9, 0xAC, 0x3E, 0x2A, 0x6F, 0xB8, 0xBE,
+    0xB1, 0x36, 0xC8, 0x3D, 0x3A, 0x03, 0xA3, 0x3C, 0xB1, 0x7D, 0xAD, 0x3E,
+    0x40, 0x73, 0x04, 0xBE, 0x17, 0x63, 0x2B, 0xBE, 0x45, 0x3C, 0xB5, 0x3F,
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+    0xD0, 0xA9, 0xAF, 0xBB, 0x9F, 0x83, 0xCE, 0x3D, 0x1A, 0x95, 0x86, 0x3E,
+    0xC2, 0x5E, 0xC3, 0xBE, 0xDD, 0xE5, 0x66, 0x3F, 0xA2, 0x4B, 0xC9, 0xBE,
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+    0x1A, 0xFD, 0x11, 0x3E, 0x7D, 0xB3, 0xCE, 0xBC, 0xD7, 0x31, 0x9B, 0xBE,
+    0x26, 0x32, 0x6E, 0xBE, 0x92, 0x09, 0x4E, 0xBD, 0x1B, 0x32, 0x7C, 0x3D,
+    0xBD, 0x15, 0x53, 0xBC, 0x07, 0x28, 0xEE, 0xBB, 0x21, 0xAF, 0x9F, 0xBC,
+    0x04, 0xF1, 0x20, 0xBE, 0xE8, 0xA2, 0x57, 0x3D, 0x1E, 0xEB, 0x9E, 0x3C,
+    0x4A, 0x51, 0x56, 0xBC, 0x22, 0x50, 0x5F, 0xBD, 0xE5, 0x82, 0xE9, 0xBD,
+    0xA8, 0xB8, 0x98, 0xBD, 0x80, 0xA6, 0x5B, 0xBD, 0xA8, 0xE1, 0x17, 0xBC,
+    0xBA, 0x1A, 0x14, 0x3E, 0x08, 0xB9, 0x8C, 0xBD, 0x85, 0xC9, 0x00, 0xBD,
+    0xED, 0x69, 0x3E, 0x3C, 0x95, 0x8B, 0xDC, 0x3D, 0xA9, 0x19, 0xA0, 0xBC,
+    0x32, 0xBC, 0x0D, 0x3E, 0xA7, 0xBB, 0x60, 0x3D, 0x54, 0x9D, 0xBB, 0xBC,
+    0xB0, 0x0B, 0xBD, 0xBD, 0xF8, 0x03, 0x1B, 0xBD, 0xAF, 0x54, 0xC4, 0x3E,
+    0x0F, 0x38, 0xF2, 0x3C, 0xB2, 0xED, 0x48, 0xBD, 0xA4, 0x3C, 0xF4, 0x3D,
+    0xCF, 0xA5, 0x9B, 0xBC, 0x3F, 0xAB, 0x2B, 0xBE, 0x63, 0x5E, 0xFF, 0xBD,
+    0xDE, 0x9A, 0x4B, 0xBC, 0x4F, 0x18, 0xFB, 0x3B, 0x08, 0x31, 0xBF, 0x39,
+    0x41, 0x32, 0x29, 0x3D, 0xD7, 0xCA, 0x1F, 0x3D, 0x33, 0xDC, 0xB9, 0xBD,
+    0xBD, 0xEA, 0x1D, 0x3D, 0xB2, 0x16, 0xF3, 0xBC, 0x78, 0x14, 0x64, 0xBD,
+    0xC7, 0xCB, 0x4B, 0xBD, 0x44, 0xBE, 0x0F, 0xBE, 0x92, 0x10, 0x06, 0xBD,
+    0xFF, 0x74, 0x0F, 0xBD, 0xCA, 0xB2, 0x8F, 0xBB, 0x54, 0x24, 0x93, 0x3D,
+    0x73, 0x25, 0x17, 0x3C, 0x35, 0x3F, 0xFE, 0xBC, 0x03, 0xF7, 0x81, 0xBC,
+    0xE5, 0x05, 0xD0, 0xBC, 0x24, 0xB6, 0x1B, 0x3D, 0x0C, 0xF9, 0x89, 0x3D,
+    0x06, 0x5C, 0x9A, 0x3C, 0xDE, 0x46, 0x0B, 0x3D, 0x5C, 0xCE, 0x4E, 0xBD,
+    0xE6, 0xB1, 0xC2, 0x3C, 0x17, 0x60, 0x6D, 0x3E, 0xF3, 0x4E, 0xFD, 0xBC,
+    0xD8, 0x9C, 0x07, 0xBD, 0xB3, 0xF7, 0x7E, 0x3A, 0xB8, 0xEE, 0x9D, 0x3C,
+    0x39, 0x7E, 0x87, 0x3E, 0x1B, 0x5C, 0x08, 0x3E, 0x66, 0x74, 0xDC, 0x3B,
+    0x10, 0x27, 0xDC, 0xBD, 0xA9, 0xDA, 0x0C, 0x3A, 0xDE, 0xEC, 0x81, 0xBC,
+    0x45, 0xA3, 0x84, 0xBD, 0x86, 0x38, 0x2B, 0x3E, 0x93, 0x62, 0x35, 0xBD,
+    0xF6, 0x6B, 0xA9, 0xBC, 0x5D, 0x4E, 0x57, 0xBD, 0xAF, 0xEE, 0x9F, 0x3E,
+    0x07, 0x0C, 0x0B, 0xBD, 0x6B, 0x79, 0xB0, 0x3D, 0x22, 0xFB, 0x4B, 0xBD,
+    0xFA, 0xA8, 0x27, 0x3C, 0x5A, 0x6D, 0x92, 0xBC, 0x00, 0x09, 0xBA, 0xBC,
+    0xFA, 0xE2, 0xDB, 0x3C, 0x48, 0x5D, 0x74, 0xBB, 0x11, 0xF0, 0xBD, 0x3C,
+    0x7D, 0xBF, 0x8C, 0xBD, 0x42, 0x84, 0x08, 0xBE, 0x12, 0x86, 0x49, 0xBD,
+    0xCC, 0x85, 0x1D, 0xBD, 0x92, 0x90, 0x7A, 0xBD, 0x95, 0x66, 0xD3, 0xBD,
+    0xEC, 0x24, 0xFF, 0xBD, 0xBB, 0x46, 0x34, 0xBD, 0x34, 0x0D, 0x38, 0x3D,
+    0xA3, 0x30, 0xA4, 0x3C, 0x1A, 0x9F, 0x94, 0x3D, 0x3C, 0x37, 0x9D, 0x3E,
+    0x58, 0x4F, 0x83, 0x3C, 0x0F, 0x21, 0x3B, 0x3D, 0x6E, 0x2A, 0x64, 0xBD,
+    0xC9, 0x99, 0x3E, 0x3D, 0xB2, 0x8E, 0xCC, 0xBC, 0xD4, 0xA3, 0xBC, 0x3C,
+    0xE7, 0xD0, 0x99, 0x3C, 0x1A, 0x7F, 0xD5, 0x3A, 0x5B, 0x7F, 0xC3, 0xBC,
+    0x65, 0x4E, 0xDB, 0xBD, 0x6E, 0x21, 0xFA, 0x3D, 0xBF, 0x1A, 0x49, 0xBD,
+    0x53, 0xC1, 0x1D, 0x3D, 0xA2, 0xAC, 0x8B, 0xBC, 0x74, 0xF1, 0x9B, 0xBC,
+    0x8F, 0x00, 0xCA, 0x3D, 0xBC, 0x6F, 0x8D, 0x3C, 0x17, 0x2E, 0xA3, 0xB9,
+    0x12, 0x00, 0x3A, 0xBD, 0xC8, 0x33, 0x01, 0x3C, 0xC2, 0x47, 0x8C, 0xBD,
+    0xF1, 0x25, 0x9A, 0x3D, 0x2D, 0xB4, 0x2F, 0x3D, 0xD4, 0x14, 0x84, 0xBD,
+    0x1E, 0x4E, 0x62, 0x3C, 0x0A, 0x94, 0x53, 0xBD, 0xCB, 0x77, 0x0D, 0x3F,
+    0x38, 0x6B, 0xF5, 0xBD, 0x1F, 0x94, 0x68, 0x3D, 0x0E, 0x5A, 0x65, 0xBE,
+    0xE1, 0xD5, 0xA1, 0xBD, 0x2B, 0xEA, 0x65, 0x3E, 0x72, 0xC5, 0xD0, 0xBB,
+    0x32, 0xD9, 0x6E, 0xBD, 0x61, 0x88, 0x3A, 0x3C, 0xED, 0xBC, 0x55, 0xBE,
+    0xCD, 0x1B, 0x1C, 0x3E, 0xDC, 0xA4, 0xFA, 0xBB, 0xF1, 0x5A, 0xBA, 0xBE,
+    0x28, 0x34, 0x61, 0xBE, 0xA4, 0xA5, 0xCA, 0xBC, 0xE7, 0xEB, 0x39, 0x3D,
+    0xBD, 0x49, 0xF3, 0x3E, 0x94, 0x55, 0x97, 0xBE, 0x85, 0x9D, 0x39, 0xBE,
+    0xFE, 0xF3, 0x09, 0xBE, 0x27, 0x73, 0xF7, 0xBC, 0x1D, 0xDB, 0x5B, 0xBE,
+    0x70, 0x9F, 0x16, 0xBE, 0xCC, 0xBB, 0x7A, 0x3C, 0xE1, 0xD6, 0x56, 0x3B,
+    0xF6, 0x18, 0xFC, 0x3E, 0x74, 0x03, 0x4B, 0xBD, 0xC2, 0x6E, 0x44, 0x3E,
+    0x54, 0x31, 0x77, 0x3D, 0x1C, 0xAF, 0x75, 0x3C, 0x59, 0x10, 0x06, 0x3F,
+    0x43, 0xE9, 0x4D, 0x3C, 0x76, 0x30, 0xBD, 0x3E, 0x57, 0xD0, 0xA7, 0x3D,
+    0xF7, 0x79, 0x6A, 0xBC, 0x95, 0xDB, 0x1A, 0x3F, 0xD6, 0x24, 0x39, 0xBF,
+    0xD4, 0x01, 0x0D, 0x3D, 0xA3, 0x6B, 0x90, 0x3C, 0x58, 0x6C, 0x09, 0xBB,
+    0xF4, 0x23, 0xFD, 0xBD, 0x2C, 0x71, 0x1B, 0x3E, 0xD9, 0x83, 0xC6, 0x3B,
+    0x8B, 0x7B, 0x01, 0xBE, 0xF6, 0x5F, 0x53, 0x3E, 0xF8, 0xF6, 0x8E, 0xBE,
+    0xF4, 0x3F, 0x83, 0xBC, 0x46, 0x67, 0xE1, 0xBC, 0xDD, 0x2E, 0x90, 0x3E,
+    0xB7, 0xC4, 0xC8, 0xBE, 0x97, 0x37, 0xB4, 0x3E, 0x2C, 0x5C, 0x88, 0xBE,
+    0xB0, 0xAA, 0x07, 0xBD, 0x21, 0x45, 0x51, 0x3F, 0xC5, 0x06, 0xD8, 0x3E,
+    0x97, 0xBE, 0x50, 0x3B, 0x6D, 0xE1, 0xD2, 0x3C, 0x40, 0x7E, 0x8C, 0xBF,
+    0xBA, 0xF4, 0x8C, 0x3E, 0xA7, 0x0F, 0x6D, 0xBE, 0x8D, 0x06, 0xDE, 0x3D,
+    0x7B, 0xC2, 0x95, 0x3D, 0x15, 0xA0, 0xA9, 0x3F, 0xDD, 0xC9, 0x86, 0x3D,
+    0xAC, 0xC8, 0x87, 0x3F, 0xA0, 0x45, 0x5E, 0x3D, 0x19, 0x94, 0x87, 0x3D,
+    0x1D, 0xB6, 0xA3, 0xBD, 0x37, 0x83, 0x7B, 0x3F, 0x1E, 0xB7, 0x48, 0xBE,
+    0x21, 0x73, 0xBB, 0x3E, 0xCC, 0x64, 0x7F, 0x3F, 0x95, 0xA8, 0xF4, 0x3E,
+    0xA8, 0xBC, 0x15, 0x3F, 0x22, 0x66, 0x2A, 0x3F, 0x25, 0x3D, 0x93, 0xBE,
+    0xE0, 0xE8, 0x0C, 0xBD, 0x5A, 0xC2, 0xE7, 0x3D, 0x44, 0x42, 0x93, 0x3D,
+    0x6A, 0xF4, 0xB1, 0xBE, 0xC3, 0x25, 0x1B, 0xC0, 0x29, 0xF0, 0x75, 0xBF,
+    0x26, 0xD8, 0x84, 0xBE, 0xDF, 0xB6, 0x21, 0xBF, 0xE3, 0xDB, 0x0E, 0xBE,
+    0xB3, 0x09, 0xAE, 0xBF, 0xCD, 0x97, 0x34, 0x3F, 0xAA, 0x9F, 0x7F, 0xBE,
+    0xC0, 0x88, 0x95, 0x3C, 0x66, 0x44, 0x07, 0x3E, 0x65, 0x0D, 0xFD, 0xBD,
+    0x2F, 0xA6, 0x5C, 0x3F, 0x1A, 0xEF, 0x05, 0xBF, 0xBC, 0x32, 0xE8, 0xBE,
+    0x07, 0x93, 0x1D, 0xBF, 0xAD, 0x5E, 0x29, 0xBF, 0x4C, 0x8B, 0x86, 0x3D,
+    0x9C, 0x01, 0xDA, 0x3E, 0xD2, 0xAC, 0xCC, 0xBE, 0x0B, 0x69, 0xF3, 0xBD,
+    0xE4, 0x6F, 0xBE, 0x3C, 0x37, 0x6B, 0xA5, 0x3D, 0xC8, 0xC1, 0xB7, 0x3D,
+    0x7E, 0xA8, 0x60, 0x3C, 0x87, 0x3F, 0x42, 0xBC, 0x33, 0xCD, 0xA3, 0xBC,
+    0x4E, 0x89, 0x87, 0xBD, 0xD6, 0x8B, 0x0E, 0x3C, 0x28, 0xC1, 0x9C, 0x3D,
+    0x69, 0x60, 0x6D, 0xBD, 0x97, 0xD9, 0xE3, 0xBC, 0x7E, 0xFE, 0xE7, 0x3A,
+    0x65, 0xBD, 0x26, 0x3E, 0xF9, 0x97, 0x66, 0xBC, 0xB0, 0x07, 0x8F, 0x3D,
+    0x41, 0x28, 0xBE, 0xBC, 0x1E, 0xAE, 0x60, 0x3C, 0x17, 0xB6, 0x15, 0xBD,
+    0xCF, 0xB1, 0x80, 0xBB, 0x04, 0xE0, 0xEE, 0x3C, 0x37, 0x99, 0xA3, 0xBC,
+    0x1A, 0x57, 0x9E, 0x3D, 0x8D, 0xED, 0x4C, 0xBD, 0x0A, 0x8D, 0xEF, 0xBD,
+    0x7F, 0x14, 0x7A, 0x3D, 0x58, 0xFF, 0x3D, 0xBD, 0x21, 0x5E, 0xF9, 0xBB,
+    0x3E, 0x8A, 0xBE, 0xBC, 0xDB, 0x2A, 0xC9, 0xBE, 0x9C, 0x91, 0xD2, 0xBD,
+    0x5B, 0x13, 0x78, 0x3C, 0xFE, 0xF9, 0x20, 0x3E, 0x6F, 0x3E, 0x9A, 0xBD,
+    0xE0, 0xEC, 0xAD, 0x3E, 0xEF, 0x3E, 0x9D, 0x3E, 0xD1, 0x07, 0x30, 0xBC,
+    0xFF, 0xC7, 0x85, 0x3C, 0x44, 0xDE, 0x31, 0xBD, 0xC1, 0xE8, 0x43, 0xBE,
+    0x92, 0x7B, 0x08, 0xBD, 0x51, 0xC6, 0xB4, 0xBE, 0xAA, 0xE6, 0x9E, 0x3D,
+    0xDC, 0x46, 0x69, 0xBC, 0x9C, 0xB6, 0x95, 0x3D, 0x11, 0x70, 0x7D, 0x3E,
+    0xAF, 0x7B, 0x7A, 0xBE, 0xC9, 0xCC, 0x86, 0xBE, 0xC6, 0x4B, 0x3B, 0xBE,
+    0x71, 0x2A, 0x56, 0xBC, 0x75, 0x66, 0x85, 0x3E, 0x59, 0xF3, 0x01, 0xBD,
+    0x28, 0x51, 0x16, 0xBD, 0xA5, 0xAF, 0x8B, 0x3C, 0xBC, 0x5F, 0x26, 0xBE,
+    0xEF, 0xB5, 0x75, 0xBD, 0x44, 0x81, 0x62, 0xBE, 0xF5, 0xA7, 0x33, 0x3D,
+    0xEE, 0xE7, 0x7D, 0xBD, 0x92, 0x61, 0xAA, 0xBC, 0x71, 0xBD, 0x8E, 0x3D,
+    0xE1, 0xE5, 0x45, 0xBF, 0x51, 0x68, 0xA7, 0x3D, 0x68, 0x0F, 0x0B, 0xBD,
+    0xD6, 0xB0, 0xDF, 0xBD, 0x02, 0x56, 0x30, 0xBE, 0x3A, 0x62, 0xC2, 0x3E,
+    0xF8, 0x94, 0x85, 0xBE, 0xB2, 0x74, 0x98, 0x3E, 0xB8, 0x55, 0xA8, 0xBE,
+    0x31, 0x92, 0xC2, 0xBE, 0xBC, 0xD9, 0x7E, 0x3E, 0x0E, 0xBA, 0x8C, 0xBD,
+    0x99, 0xD6, 0x04, 0x3E, 0xDD, 0x2A, 0xF5, 0xBE, 0xBD, 0xFA, 0xCF, 0x3E,
+    0x90, 0x0E, 0xF4, 0xBD, 0xB9, 0x7A, 0x6F, 0x3F, 0xAD, 0xCE, 0x84, 0x3D,
+    0x1B, 0xCD, 0x51, 0xBE, 0x04, 0xE4, 0x60, 0xBF, 0x93, 0x6B, 0xB5, 0x3E,
+    0xEC, 0x27, 0xD3, 0x3C, 0xD6, 0xA7, 0x73, 0x3D, 0xEB, 0x1B, 0x1C, 0xBD,
+    0xEA, 0x74, 0x24, 0x3E, 0x5F, 0x5D, 0x34, 0x3F, 0xE8, 0xE1, 0x0F, 0xBF,
+    0x5C, 0x39, 0x44, 0xBE, 0x8F, 0x2E, 0x3E, 0x3D, 0xFF, 0xBC, 0xDF, 0x3E,
+    0x9E, 0xA0, 0x14, 0xBF, 0x2A, 0x8F, 0x69, 0x3F, 0x4E, 0x7A, 0xAD, 0x3E,
+    0xBC, 0x83, 0x06, 0xBF, 0x2C, 0x52, 0x33, 0xBE, 0x98, 0xE4, 0xDC, 0xBD,
+    0xAB, 0x60, 0xDA, 0x3D, 0xEA, 0x91, 0xA1, 0xBD, 0x8E, 0xEB, 0x4C, 0x3B,
+    0xBE, 0xAE, 0x85, 0xBD, 0x11, 0x96, 0xBA, 0xBD, 0x8C, 0x28, 0x24, 0xBD,
+    0xEC, 0xFB, 0x49, 0xBD, 0x3A, 0x0D, 0xCF, 0xBD, 0x4E, 0xEE, 0xCB, 0x3D,
+    0x80, 0xE3, 0xD6, 0xBD, 0x0A, 0x7A, 0x8F, 0x3B, 0x76, 0x4C, 0xA6, 0x3D,
+    0x24, 0xE0, 0x22, 0x3E, 0x09, 0x42, 0x64, 0x3D, 0xD1, 0x76, 0xB9, 0x3D,
+    0x19, 0x48, 0x63, 0xBD, 0x0D, 0x7C, 0x61, 0x3C, 0xA3, 0xE1, 0xEF, 0xBD,
+    0x5F, 0xAC, 0x0E, 0xBD, 0xFB, 0x04, 0x17, 0x3D, 0x51, 0x5A, 0x84, 0xBD,
+    0xCE, 0xC5, 0x23, 0x3E, 0xC4, 0xF7, 0x80, 0xBD, 0xE7, 0x87, 0x96, 0xBD,
+    0x61, 0xEC, 0xE2, 0x3D, 0x0F, 0xF2, 0x01, 0xBD, 0x80, 0x3B, 0x20, 0xBD,
+    0x8E, 0xED, 0x89, 0xBD, 0xF6, 0x64, 0x2B, 0xBE, 0x9F, 0xF5, 0x94, 0x3C,
+    0xE6, 0x5E, 0xD5, 0xBC, 0x2C, 0x4E, 0xC0, 0x3C, 0xB9, 0x89, 0xD4, 0xBD,
+    0x2B, 0x76, 0x23, 0x3D, 0x71, 0x94, 0xE1, 0xBD, 0x1F, 0x81, 0x93, 0x3C,
+    0x95, 0xE0, 0xA0, 0x3C, 0xCE, 0x17, 0x90, 0xBC, 0xD6, 0xE2, 0xCC, 0x3D,
+    0xD5, 0x83, 0xC4, 0x3D, 0x4B, 0x1D, 0x3C, 0x3D, 0x16, 0x61, 0xC1, 0x3C,
+    0xB6, 0x47, 0x17, 0xBD, 0xA8, 0xE8, 0x92, 0xBD, 0x5C, 0x1C, 0xA4, 0xBD,
+    0xB5, 0x19, 0xAB, 0x3D, 0x5B, 0xEC, 0x66, 0xBD, 0xE4, 0x65, 0x1D, 0xBD,
+    0x9F, 0x26, 0x32, 0xBC, 0x59, 0xE8, 0x8F, 0x3B, 0x15, 0x44, 0x96, 0xBC,
+    0x3E, 0x35, 0x37, 0x3C, 0xFA, 0x1A, 0x2C, 0x3C, 0xF9, 0xB3, 0x1C, 0xBD,
+    0x3A, 0xD1, 0x83, 0x3D, 0x08, 0xA1, 0x35, 0xBE, 0xB3, 0x83, 0xD3, 0xBD,
+    0x2D, 0x0A, 0xBF, 0x3C, 0x09, 0xC2, 0xB1, 0xBD, 0x95, 0x91, 0xCD, 0xBD,
+    0x7D, 0x71, 0xC0, 0xBE, 0xAC, 0x0D, 0x77, 0x3C, 0xC2, 0xEB, 0x86, 0xBD,
+    0x75, 0x45, 0x9A, 0xBD, 0x37, 0x37, 0x48, 0xBE, 0x8E, 0xAF, 0x8C, 0x3F,
+    0x6E, 0x73, 0x12, 0xBF, 0xFF, 0x58, 0xFA, 0x3D, 0xBC, 0xC3, 0x01, 0x3E,
+    0x6F, 0xCE, 0xC9, 0xBC, 0x25, 0x20, 0x8E, 0xBE, 0x7A, 0x7A, 0xAD, 0x3E,
+    0xA0, 0xF0, 0xB7, 0xBE, 0x01, 0x65, 0x11, 0x3E, 0x48, 0xAC, 0x47, 0xBE,
+    0xE0, 0x78, 0x63, 0x3D, 0x31, 0x7A, 0x4B, 0x3E, 0xAF, 0x5F, 0x04, 0xBF,
+    0x77, 0xB7, 0x56, 0xBE, 0xD2, 0x80, 0x04, 0x3E, 0xC5, 0xCB, 0xAE, 0xBC,
+    0x8C, 0xC9, 0x24, 0x3D, 0xF0, 0x78, 0xB4, 0xBD, 0x43, 0x52, 0xCA, 0x3C,
+    0xAF, 0x02, 0x9E, 0xBD, 0x4A, 0x8C, 0x34, 0x3E, 0x6C, 0x98, 0x60, 0xBD,
+    0x87, 0x61, 0x84, 0x3E, 0x27, 0xDE, 0xB3, 0xBD, 0x4D, 0xBE, 0x1E, 0xBD,
+    0xDF, 0xD0, 0xA9, 0x3D, 0xDE, 0x3D, 0x4A, 0xBD, 0xA4, 0x0C, 0x26, 0xBF,
+    0x2F, 0xE0, 0xF2, 0xBE, 0x5B, 0xC9, 0x46, 0x3E, 0x0B, 0xFB, 0xEB, 0x3D,
+    0x89, 0x36, 0x01, 0xBB, 0x89, 0x62, 0xD1, 0xBE, 0x98, 0x5D, 0x10, 0xBF,
+    0xFA, 0x8B, 0x32, 0xBF, 0xFB, 0x90, 0x22, 0x3F, 0xBB, 0xFC, 0x99, 0xBE,
+    0x48, 0x6D, 0x27, 0xBF, 0xCF, 0xAD, 0xAC, 0xBC, 0x42, 0x41, 0x99, 0x3E,
+    0xCE, 0x88, 0x1A, 0xBF, 0x55, 0x70, 0x49, 0xBE, 0x51, 0x1A, 0x22, 0xBF,
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+    0xB7, 0x22, 0x9C, 0xBD, 0xF3, 0xFE, 0x32, 0x3E, 0x84, 0xBE, 0x02, 0xBF,
+    0x2B, 0xF3, 0xDC, 0xBE, 0x1D, 0x94, 0xEB, 0xBC, 0x31, 0x6D, 0x2D, 0x3E,
+    0xD7, 0x6F, 0x32, 0xBD, 0x50, 0xD1, 0xA5, 0xBD, 0x9C, 0x9A, 0xF9, 0x3D,
+    0xF3, 0xF4, 0x8B, 0x3D, 0x62, 0x35, 0xC1, 0xBD, 0xC7, 0xBB, 0x09, 0x3E,
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+    0x0B, 0x3D, 0x54, 0xBF, 0xCB, 0xE4, 0x65, 0xBE, 0x7B, 0xD5, 0xEC, 0xBD,
+    0x17, 0xF3, 0xEB, 0x3D, 0x63, 0x50, 0x18, 0x3F, 0x89, 0xE1, 0x2C, 0x3E,
+    0xB0, 0xD5, 0xE3, 0xBE, 0xE6, 0x80, 0x1E, 0xBC, 0xB2, 0x72, 0x96, 0x3E,
+    0x36, 0x89, 0xCB, 0x3C, 0xD7, 0x4E, 0x0D, 0xBF, 0x24, 0xF9, 0xE2, 0x3D,
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+    0x31, 0xA3, 0x01, 0x3E, 0x4E, 0xBF, 0xAC, 0xBE, 0xB8, 0xD2, 0xB1, 0xBE,
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+    0x23, 0xC2, 0xB1, 0x3E, 0xE2, 0x2E, 0xF8, 0xBD, 0x5D, 0xED, 0xD5, 0xBD,
+    0x7B, 0xC9, 0x5A, 0xBE, 0x09, 0xE7, 0x85, 0xBE, 0x75, 0xB4, 0x13, 0xBF,
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+    0x5C, 0x94, 0xA1, 0xBD, 0x00, 0xA1, 0xD4, 0x3E, 0x2F, 0xCA, 0xE3, 0x3C,
+    0x88, 0x5A, 0x3E, 0x3E, 0xC5, 0x44, 0xFD, 0xBE, 0xF5, 0xC7, 0x02, 0x3F,
+    0x2C, 0x47, 0x94, 0xBD, 0x56, 0x6C, 0x0E, 0x3E, 0x0F, 0xD7, 0x83, 0x3E,
+    0x9C, 0xBD, 0x21, 0xBE, 0x3B, 0x6B, 0xB8, 0xBE, 0xA5, 0xA4, 0xA2, 0xBD,
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+    0x23, 0xD8, 0x11, 0xBC, 0x96, 0x5F, 0x7B, 0x3E, 0x91, 0xFD, 0x28, 0x3D,
+    0x39, 0x7B, 0x47, 0xBE, 0x3E, 0x8D, 0xAD, 0xBD, 0xDB, 0x7A, 0xF9, 0xBE,
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+    0xA1, 0x4F, 0x5E, 0xBE, 0xB8, 0x35, 0x41, 0x3D, 0x9E, 0xF8, 0xAC, 0x3D,
+    0xFF, 0x6D, 0x80, 0x3F, 0xC7, 0xDF, 0x4E, 0xBE, 0xF1, 0xD7, 0xAA, 0xBC,
+    0xCC, 0x36, 0xBA, 0xBD, 0x04, 0x8B, 0x5B, 0xBD, 0xAF, 0xE2, 0x90, 0x3E,
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+    0xD2, 0xA9, 0x38, 0x3C, 0xD9, 0x1D, 0x5C, 0x3C, 0x42, 0xEA, 0xE4, 0x3C,
+    0x16, 0x7F, 0x91, 0x3D, 0x39, 0xF5, 0x28, 0xBD, 0xB2, 0xE6, 0xDC, 0x3B,
+    0xDC, 0x90, 0xC2, 0xBB, 0xD2, 0x2C, 0x03, 0x3E, 0xD9, 0x92, 0xC5, 0x3D,
+    0xDA, 0xDB, 0x23, 0x3D, 0x8A, 0x0E, 0x45, 0xBD, 0xD0, 0xF4, 0x52, 0xBB,
+    0x15, 0x9F, 0xAD, 0xBD, 0x65, 0xAE, 0xC2, 0x3A, 0xF3, 0x2E, 0xB3, 0x3C,
+    0xD3, 0x7C, 0x0C, 0x3C, 0x4B, 0x6F, 0x88, 0xBD, 0x50, 0x84, 0xBD, 0x3C,
+    0x68, 0x22, 0x06, 0xBD, 0x2E, 0x5A, 0xD8, 0xBC, 0xB7, 0x53, 0x79, 0x3D,
+    0x68, 0xEF, 0x74, 0x3D, 0xFA, 0x4E, 0x2B, 0x3C, 0xA0, 0xF4, 0x1B, 0xBE,
+    0x67, 0x59, 0x64, 0x3D, 0x1E, 0x66, 0x81, 0x3D, 0x4F, 0xD4, 0x96, 0xBD,
+    0x90, 0xE7, 0x06, 0xBD, 0x9D, 0x96, 0x07, 0x3E, 0xDD, 0xE5, 0x8D, 0x3D,
+    0xC6, 0x1A, 0x85, 0xBB, 0xD6, 0x4B, 0x8C, 0xBC, 0x74, 0xD6, 0x0E, 0x3D,
+    0x87, 0x4D, 0x1F, 0xBD, 0x2F, 0xB1, 0x57, 0xBD, 0xCA, 0xBE, 0x1A, 0x3D,
+    0x3A, 0x42, 0x17, 0xBD, 0x7F, 0x2E, 0xC6, 0x3C, 0x29, 0x8D, 0x6D, 0x3B,
+    0xD1, 0x6F, 0x05, 0x3E, 0x97, 0x84, 0xAB, 0x3D, 0xA3, 0x87, 0xDE, 0x3C,
+    0xED, 0x90, 0x09, 0xBD, 0xE9, 0x41, 0xCA, 0xBB, 0x4A, 0xD9, 0x34, 0xBD,
+    0x6A, 0x46, 0xB2, 0x3A, 0x0E, 0x1A, 0xC9, 0xBA, 0xB5, 0xDA, 0xD2, 0x3B,
+    0x4D, 0x27, 0x84, 0x3A, 0xBE, 0x10, 0xBC, 0xBC, 0xB6, 0x23, 0x81, 0xBC,
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+    0xB8, 0xBE, 0x84, 0x3D, 0x57, 0xEF, 0xA3, 0xBC, 0xB2, 0xA5, 0xBB, 0xBB,
+    0xDB, 0x93, 0x9A, 0xBD, 0x1B, 0x14, 0x48, 0xBB, 0x17, 0x67, 0xC6, 0xBB,
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+    0x75, 0x20, 0x05, 0xBD, 0xC9, 0xC1, 0x03, 0xBE, 0x86, 0x48, 0xB4, 0x3C,
+    0x21, 0x8C, 0x16, 0xBB, 0x8B, 0x29, 0xB1, 0xBD, 0x7E, 0x32, 0x30, 0xBE,
+    0x98, 0xF3, 0x0F, 0xBD, 0xE7, 0x49, 0x62, 0xBD, 0x2F, 0xBB, 0xF0, 0x3C,
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+    0x96, 0x64, 0xF7, 0x3D, 0x62, 0xAD, 0xCA, 0x3D, 0x9A, 0x9E, 0xFF, 0x3C,
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+    0x20, 0x69, 0x61, 0x3D, 0x62, 0x73, 0x21, 0x3D, 0x78, 0xBE, 0xAC, 0x3B,
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+    0xEF, 0x0E, 0xEE, 0x3C, 0x9C, 0xAB, 0x6D, 0xBD, 0xFA, 0x38, 0x67, 0xBB,
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+    0x57, 0xEA, 0x27, 0xBC, 0x4E, 0xF7, 0xA2, 0x3B, 0x0D, 0xA8, 0x15, 0xBB,
+    0xFF, 0xDD, 0x82, 0xBC, 0x35, 0xA4, 0x82, 0xBD, 0xF9, 0x32, 0x86, 0xBB,
+    0xA5, 0xC2, 0xAA, 0x3D, 0x7E, 0xE2, 0xC0, 0xBD, 0x85, 0xBD, 0x33, 0x3E,
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+    0x03, 0x41, 0x5F, 0xBF, 0x5D, 0x53, 0xC3, 0x3D, 0x89, 0x90, 0x7D, 0x3D,
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+    0xCA, 0x20, 0xA7, 0xBC, 0x0B, 0xF8, 0x20, 0xBF, 0xE3, 0xF0, 0x19, 0x3F,
+    0x47, 0xC5, 0x91, 0x3D, 0xF0, 0x3C, 0x48, 0x3E, 0xC6, 0xE8, 0x2E, 0x3E,
+    0x88, 0xFE, 0x50, 0xBE, 0x19, 0x00, 0xD8, 0x3D, 0x11, 0x44, 0x6C, 0xBD,
+    0x17, 0x20, 0x12, 0x3E, 0x73, 0xE7, 0x2B, 0x3E, 0x97, 0x70, 0x69, 0x3E,
+    0x26, 0xB8, 0x63, 0x3D, 0xDF, 0xF6, 0xD6, 0x3D, 0xA4, 0xDA, 0x47, 0xBE,
+    0x94, 0xCA, 0x8C, 0x3C, 0x2D, 0x40, 0x56, 0x3E, 0x77, 0xD4, 0x90, 0xBE,
+    0xA5, 0x4F, 0x59, 0xBD, 0x99, 0x57, 0xD7, 0x3D, 0x21, 0xB7, 0xCB, 0x3E,
+    0x5B, 0xD2, 0xEF, 0xBB, 0x4A, 0xD9, 0x54, 0x3E, 0x79, 0xD2, 0x5B, 0xBE,
+    0x01, 0xAD, 0x00, 0xBD, 0x21, 0x5B, 0xAA, 0x3C, 0x39, 0x10, 0xC2, 0xBE,
+    0xAB, 0xF2, 0x3E, 0xBE, 0x81, 0xED, 0x31, 0xBE, 0x93, 0xD7, 0xA1, 0x3D,
+    0x04, 0xB1, 0x25, 0x3E, 0x74, 0xEE, 0xE5, 0x3E, 0x2F, 0xD7, 0x51, 0x3E,
+    0x0A, 0x5E, 0x33, 0x3E, 0x9E, 0x15, 0xC8, 0xBE, 0xD3, 0xC7, 0x1A, 0xBC,
+    0xA3, 0x55, 0x8E, 0xBE, 0x2C, 0x48, 0x4D, 0xBF, 0x0C, 0xFB, 0x1D, 0x3F,
+    0xF2, 0xE3, 0xB4, 0xBE, 0x15, 0xD4, 0x56, 0xBF, 0x0B, 0x0C, 0xA1, 0x3E,
+    0xCA, 0x42, 0xBE, 0xBE, 0x34, 0x38, 0x6A, 0xBE, 0x87, 0x2B, 0xD1, 0xBE,
+    0x9C, 0xE0, 0x84, 0xBE, 0x80, 0x14, 0x61, 0xBE, 0xDC, 0xF3, 0x1F, 0xBE,
+    0xA0, 0x66, 0x3B, 0x3F, 0x83, 0x7E, 0x1F, 0xBF, 0xB7, 0x03, 0xE8, 0xBD,
+    0xB2, 0xB5, 0x4A, 0xBF, 0x7E, 0xE7, 0xA1, 0x3E, 0x5E, 0xE0, 0x85, 0xBC,
+    0x17, 0xC0, 0xE3, 0x3E, 0xF4, 0x7E, 0x84, 0xBF, 0x10, 0x7E, 0xE7, 0xBB,
+    0xCA, 0xA3, 0xB5, 0xBE, 0xB4, 0x14, 0x79, 0x3F, 0x98, 0xB3, 0x54, 0x3E,
+    0xE3, 0x0C, 0x57, 0xBF, 0x4D, 0x26, 0xFD, 0x3D, 0x8A, 0xFC, 0x8D, 0xBE,
+    0xB4, 0x11, 0x0B, 0xBF, 0xBE, 0xF3, 0xE3, 0x3E, 0xB4, 0xDE, 0x58, 0xBF,
+    0xF8, 0x5D, 0x8F, 0xBE, 0xB1, 0xE9, 0x53, 0x3E, 0x10, 0x39, 0x61, 0x3D,
+    0xC5, 0x16, 0x48, 0x3C, 0xF3, 0xA4, 0x91, 0xBC, 0x0F, 0x00, 0x98, 0x3C,
+    0xD9, 0x93, 0x30, 0xBC, 0xEA, 0x0F, 0x50, 0x3D, 0x3B, 0x72, 0xDA, 0x3C,
+    0x2C, 0x4B, 0xCB, 0x3C, 0x5F, 0xE0, 0x5C, 0xBD, 0x64, 0x4A, 0x8E, 0xBD,
+    0xBD, 0xCB, 0x03, 0x3D, 0xC1, 0x02, 0xC7, 0x3C, 0xD5, 0x5F, 0x42, 0xBD,
+    0xBF, 0x14, 0x45, 0xBD, 0x60, 0xE1, 0x78, 0xBC, 0x41, 0x22, 0x0B, 0xBC,
+    0x7F, 0xD4, 0x33, 0x3D, 0x29, 0x65, 0x69, 0xBC, 0x31, 0x3E, 0x39, 0x3D,
+    0x08, 0x0B, 0x60, 0xBD, 0xCF, 0xFB, 0x23, 0xBD, 0xE3, 0xED, 0x50, 0x3D,
+    0x21, 0x6D, 0xDF, 0xBD, 0xBE, 0x54, 0xA3, 0x3D, 0xF9, 0xF0, 0x73, 0x3D,
+    0x8B, 0x7C, 0x3A, 0xBD, 0x36, 0x7A, 0xA0, 0x3C, 0xC4, 0x34, 0x91, 0x3B,
+    0x7B, 0x8C, 0xBD, 0x3C, 0x59, 0x5B, 0xFD, 0x3D, 0x3D, 0xD7, 0x44, 0x3C,
+    0xA0, 0x2E, 0xFB, 0xBC, 0x83, 0x83, 0xC3, 0x3D, 0x0B, 0x31, 0x91, 0xBE,
+    0xD4, 0xCE, 0xEA, 0x3C, 0x32, 0x9C, 0x0B, 0xBE, 0x46, 0x87, 0x45, 0xBD,
+    0x10, 0xF9, 0x57, 0x3C, 0x48, 0x58, 0x34, 0xBD, 0x3E, 0x26, 0xED, 0x3C,
+    0xFF, 0x91, 0x3A, 0xBC, 0x2F, 0xD2, 0x9B, 0xBB, 0x29, 0x43, 0x6A, 0x3D,
+    0xCD, 0xC5, 0x21, 0x3B, 0xAD, 0x4B, 0x64, 0x3D, 0x35, 0x7B, 0xDC, 0xBC,
+    0xA2, 0xEA, 0xFA, 0x3D, 0xAA, 0x30, 0xE2, 0xBC, 0x07, 0x50, 0x93, 0x3D,
+    0x79, 0x5E, 0x8D, 0xBA, 0x90, 0x4D, 0x9B, 0x3D, 0xDD, 0x44, 0x80, 0xBD,
+    0x6F, 0x97, 0x46, 0xBC, 0x48, 0x1F, 0x1B, 0x3D, 0xFA, 0x53, 0x40, 0xBD,
+    0xF9, 0x75, 0x02, 0x3D, 0xA7, 0xEC, 0x68, 0xBE, 0x7E, 0x66, 0x39, 0xBD,
+    0xA6, 0xD9, 0xC2, 0xBD, 0xD5, 0x8E, 0x4F, 0x3D, 0xD1, 0x09, 0xE9, 0x3C,
+    0x12, 0x40, 0xEA, 0xBE, 0x68, 0x8E, 0xEE, 0x3E, 0x7E, 0xC1, 0x02, 0x3D,
+    0x43, 0x28, 0xD1, 0xBD, 0x18, 0xB9, 0xCA, 0xBD, 0x14, 0x5C, 0x9E, 0x3E,
+    0x7E, 0x69, 0x3A, 0x3F, 0xD3, 0x82, 0xBA, 0x3E, 0xEC, 0x10, 0xDD, 0x3C,
+    0x68, 0xFC, 0x46, 0x3F, 0xDD, 0x59, 0xF2, 0xBE, 0x6B, 0x21, 0x8F, 0x3E,
+    0x65, 0x0D, 0xB8, 0x3D, 0x9C, 0xAB, 0x15, 0xBF, 0x89, 0xFC, 0xB9, 0xBD,
+    0xED, 0xD0, 0xCA, 0x3E, 0xD3, 0xC1, 0xDF, 0x3E, 0xC4, 0x0E, 0x11, 0xBF,
+    0x7A, 0xA3, 0x0B, 0x3E, 0x06, 0x90, 0x05, 0x3F, 0xB6, 0x31, 0xFB, 0xBD,
+    0xCB, 0x0D, 0x58, 0x3E, 0xD9, 0xDB, 0x3D, 0xBE, 0xDB, 0xE3, 0x83, 0xBE,
+    0xD1, 0x13, 0x93, 0xBE, 0x60, 0x5B, 0xB2, 0xBE, 0x68, 0xDD, 0x15, 0x3F,
+    0x82, 0x46, 0x95, 0x3F, 0x41, 0x36, 0xC3, 0x3D, 0x83, 0xF1, 0x37, 0xBD,
+    0x69, 0x6C, 0x48, 0x3E, 0x93, 0xCC, 0x32, 0x3D, 0x16, 0x9B, 0x64, 0xBF,
+    0x3D, 0xF3, 0xC3, 0xBE, 0x83, 0x7D, 0x6D, 0x3E, 0xF8, 0x67, 0x9A, 0x3D,
+    0xE8, 0xAC, 0xE7, 0xBB, 0x71, 0xB2, 0xD2, 0x3C, 0xAB, 0xD8, 0x99, 0xBB,
+    0xBF, 0x61, 0x26, 0x3D, 0xA0, 0xEA, 0x12, 0x3D, 0x43, 0x4F, 0x18, 0x3B,
+    0x0B, 0x80, 0x65, 0x3D, 0x56, 0x60, 0xFF, 0x3D, 0x25, 0x1D, 0x9E, 0xBD,
+    0xE5, 0x4E, 0x80, 0x3D, 0x53, 0xB4, 0x2C, 0x3C, 0xB5, 0xA1, 0x2C, 0xBD,
+    0x27, 0x77, 0x7F, 0xBE, 0x7C, 0x00, 0x83, 0x39, 0x3E, 0x01, 0x07, 0xBD,
+    0x6A, 0xD0, 0x76, 0x3C, 0x04, 0x56, 0x95, 0x3B, 0xFC, 0xBE, 0x74, 0x3D,
+    0xF6, 0x5B, 0x1E, 0xBD, 0x45, 0x40, 0x13, 0xBD, 0x8D, 0xFC, 0x28, 0x3D,
+    0xBB, 0xD1, 0xE0, 0xBD, 0xC3, 0xE0, 0x8E, 0x3D, 0x06, 0x94, 0xFE, 0x3C,
+    0xE1, 0x83, 0xCD, 0xBD, 0x5A, 0x5F, 0x5D, 0x3C, 0xFC, 0xB3, 0x65, 0x3D,
+    0xE4, 0x60, 0x95, 0xBC, 0xA2, 0x63, 0xAE, 0x3D, 0x7D, 0x69, 0x05, 0xBE,
+    0xE2, 0x3E, 0x28, 0xBD, 0x63, 0xEC, 0xDE, 0xBC, 0xAD, 0xDE, 0x09, 0xBC,
+    0x06, 0x58, 0x17, 0xBD, 0xCA, 0xA9, 0xFD, 0x3D, 0xD4, 0x9C, 0xBE, 0xBC,
+    0xAD, 0x86, 0x2B, 0xBC, 0x15, 0xCF, 0x6B, 0x3D, 0x59, 0x22, 0x81, 0xBD,
+    0x67, 0xED, 0xD0, 0xBD, 0x58, 0x32, 0x8A, 0xBD, 0xBE, 0x44, 0x07, 0x3D,
+    0x35, 0xC9, 0xC8, 0x3B, 0x69, 0x46, 0x8A, 0xB9, 0xDD, 0x93, 0x99, 0x3D,
+    0xE5, 0x54, 0x2F, 0xBD, 0x25, 0xB9, 0x84, 0xBC, 0xA1, 0x56, 0x7A, 0x3C,
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+    0xE4, 0xC3, 0xBD, 0xD4, 0x96, 0xAB, 0xBD, 0x9E, 0x7E, 0xE8, 0x3D, 0x40,
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+    0xDB, 0x01, 0x3E, 0xFF, 0xF2, 0xF3, 0x3D, 0x46, 0x3A, 0xAF, 0xBC, 0x27,
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+    0x56, 0x79, 0xBC, 0xA5, 0x9A, 0xC9, 0x3D, 0x27, 0x2D, 0xC5, 0xBD, 0x54,
+    0xBA, 0xCE, 0xBD, 0x2F, 0x1C, 0xDA, 0xBD, 0xB3, 0x11, 0xD7, 0x3D, 0xA7,
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+    0x20, 0x1D, 0x3F, 0x19, 0x7D, 0x41, 0x3F, 0x05, 0x99, 0x09, 0xBD, 0xD0,
+    0x61, 0xCD, 0x3D, 0x5A, 0xD1, 0x1E, 0xBE, 0xA3, 0x14, 0x79, 0x3B, 0xCE,
+    0xA7, 0x49, 0x3F, 0x89, 0x33, 0x42, 0x3F, 0xBF, 0xE3, 0x3D, 0x3F, 0x4B,
+    0x91, 0x33, 0x3F, 0x4E, 0x55, 0xBD, 0xBD, 0xC0, 0x96, 0x03, 0x3E, 0xFB,
+    0x06, 0xBD, 0xBD, 0x1B, 0x7D, 0xB2, 0x3C, 0x51, 0x02, 0x0E, 0xBC, 0xEC,
+    0x2D, 0xFC, 0x3D, 0xFF, 0xB3, 0xE5, 0xBD, 0x99, 0x3B, 0x9A, 0x3D, 0x6A,
+    0xF1, 0x2D, 0xBE, 0x41, 0xD6, 0x0D, 0x3C, 0xBD, 0x73, 0x4B, 0x3E, 0x13,
+    0xD4, 0x53, 0x3D, 0x94, 0xFF, 0x41, 0x3F, 0x1E, 0x76, 0x62, 0x3F, 0x8D,
+    0xF6, 0x3F, 0x3F, 0x28, 0xEF, 0x6F, 0x3F, 0x7B, 0x77, 0xCF, 0xBD, 0x57,
+    0x22, 0x0E, 0xBE, 0xC4, 0x30, 0x21, 0x3E, 0xCA, 0x04, 0x1B, 0x3D, 0xCA,
+    0x55, 0x85, 0x3D, 0x56, 0xFD, 0x26, 0xBE, 0x6C, 0x63, 0x01, 0x3D, 0x55,
+    0x97, 0xFF, 0x3D, 0xB3, 0x6D, 0x99, 0x3E, 0x22, 0x56, 0xD1, 0xBD, 0x93,
+    0xDB, 0xB0, 0x3E, 0x9A, 0x4A, 0x2B, 0xBE, 0x72, 0x2D, 0xAB, 0x3E, 0x9F,
+    0xC7, 0x9C, 0x3D, 0xF6, 0xF8, 0xBB, 0x3E, 0x7E, 0xEE, 0xCE, 0x3E, 0x91,
+    0x72, 0xD5, 0xBD, 0xD6, 0x5F, 0x23, 0xBD, 0x94, 0x43, 0x4E, 0x3D, 0x96,
+    0xE4, 0xC3, 0x3D, 0x5C, 0x49, 0xC1, 0xBD, 0x87, 0xD4, 0x2E, 0xBD, 0xAB,
+    0x3B, 0xC1, 0x3D, 0x79, 0xC8, 0x36, 0x3D, 0xEC, 0x3C, 0x37, 0xBD, 0xC8,
+    0x10, 0x4F, 0x3D, 0x99, 0x95, 0x00, 0xBE, 0x72, 0xCD, 0x38, 0x3E, 0x71,
+    0x13, 0x05, 0xBD, 0x8E, 0x4D, 0x94, 0xBE, 0xFF, 0x4F, 0x70, 0x3E, 0x88,
+    0xFB, 0xD0, 0x3C, 0x59, 0x36, 0x58, 0x3E, 0x97, 0xBD, 0xAD, 0x3D, 0x73,
+    0x42, 0xDA, 0xBD, 0x7C, 0x58, 0x5D, 0xBD, 0x4B, 0x02, 0x4D, 0xBE, 0x3E,
+    0xB7, 0x3E, 0x3E, 0x02, 0x6E, 0x35, 0xBD, 0x90, 0xA0, 0x0F, 0x3E, 0x2F,
+    0x72, 0xD3, 0x3E, 0x60, 0x46, 0x41, 0x3F, 0x16, 0xA2, 0x9A, 0x3E, 0x9D,
+    0x90, 0x46, 0x3F, 0x58, 0x11, 0x32, 0x3E, 0xE8, 0x90, 0x3C, 0x3E, 0xA2,
+    0x2F, 0xCC, 0x3D, 0x45, 0x99, 0x3B, 0x3E, 0x96, 0xCE, 0x8A, 0xBC, 0xCF,
+    0x8F, 0x0B, 0x3D, 0xFA, 0x4B, 0xB0, 0xBD, 0x2B, 0xF9, 0xB3, 0x3D, 0x20,
+    0x8C, 0x36, 0x3E, 0xAF, 0x16, 0x1B, 0x3D, 0x63, 0x5D, 0xA3, 0x3E, 0x9B,
+    0x8C, 0x59, 0x3E, 0x2E, 0x54, 0x41, 0xBD, 0x21, 0x60, 0xBE, 0xBD, 0xD6,
+    0x13, 0x96, 0x3A, 0x46, 0xB6, 0x03, 0x3E, 0x80, 0x8A, 0x0E, 0xBD, 0x0C,
+    0x31, 0x16, 0xBD, 0x00, 0x9B, 0x77, 0x3D, 0x59, 0x49, 0x27, 0x3D, 0x2D,
+    0xF4, 0x22, 0xBD, 0xBD, 0x17, 0x16, 0xBC, 0x67, 0x2B, 0xC1, 0xBD, 0x2D,
+    0x97, 0x02, 0x3D, 0x1C, 0x91, 0x2C, 0xBC, 0x91, 0xB0, 0x53, 0xBC, 0x39,
+    0x75, 0xEB, 0x3A, 0x9C, 0x0F, 0x70, 0x3C, 0x7E, 0xAA, 0x21, 0xBD, 0x86,
+    0xF4, 0xF0, 0xBC, 0xFD, 0xD1, 0x11, 0x3E, 0x97, 0x3E, 0x96, 0x3D, 0xB8,
+    0xDC, 0x76, 0x3E, 0x37, 0xFC, 0x27, 0x3C, 0x07, 0x37, 0x4C, 0x3E, 0x9F,
+    0xF9, 0xA9, 0xBD, 0x48, 0x1A, 0x25, 0x3E, 0xC1, 0x1E, 0xA3, 0xBD, 0xCF,
+    0x2F, 0x6E, 0x3D, 0x42, 0x48, 0xA8, 0xBD, 0xB3, 0xC8, 0xB8, 0xBD, 0x47,
+    0x09, 0x1C, 0x3D, 0xEB, 0xF6, 0xC7, 0xBD, 0xF9, 0x38, 0x8D, 0x3D, 0x64,
+    0x4C, 0x09, 0x3E, 0x47, 0x7B, 0x45, 0xBE, 0x00, 0x80, 0x0F, 0x3E, 0xB8,
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+    0x76, 0xBA, 0xBA, 0x5A, 0x2B, 0x3A, 0x3D, 0x4E, 0xD8, 0x5C, 0x3C, 0xA9,
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+    0x91, 0x73, 0x3D, 0x2D, 0x80, 0x64, 0x3D, 0xB3, 0xD3, 0x04, 0xBD, 0x3F,
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+    0x6D, 0x2E, 0x3C, 0x8E, 0x0C, 0x06, 0xBC, 0x71, 0xD8, 0x9D, 0xBA, 0xE6,
+    0xBA, 0x1A, 0x3D, 0xCB, 0xA2, 0x44, 0x3D, 0x42, 0x42, 0x12, 0xBE, 0x50,
+    0x78, 0xF4, 0xBC, 0xED, 0x07, 0xAF, 0x3C, 0x87, 0x90, 0xA0, 0x3D, 0x5B,
+    0x38, 0x17, 0xBD, 0x4B, 0xF1, 0xD1, 0xBC, 0xDB, 0x16, 0x61, 0x3D, 0x51,
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+    0x6A, 0xA0, 0xB9, 0xA8, 0xC6, 0xB3, 0xBC, 0x45, 0xD5, 0x50, 0xBB, 0xE0,
+    0x42, 0xD5, 0xBC, 0x9E, 0x43, 0xCB, 0x3A, 0x4E, 0xFC, 0xAB, 0x3C, 0xA4,
+    0x30, 0x6D, 0xBC, 0xF6, 0x92, 0xEC, 0xBB, 0xB3, 0x75, 0x03, 0x3D, 0xBA,
+    0x6F, 0x90, 0xBB, 0x25, 0xBA, 0xBD, 0xBC, 0xB1, 0xBA, 0x13, 0xBD, 0x7E,
+    0xF1, 0x0F, 0xBD, 0xF5, 0xD2, 0x6D, 0xBD, 0x02, 0xCE, 0x0F, 0x3D, 0x2A,
+    0x26, 0x52, 0x3D, 0xEB, 0x44, 0xB6, 0x3B, 0xB7, 0x8A, 0x2E, 0xBD, 0xF6,
+    0x10, 0xFA, 0x3D, 0xF8, 0x68, 0x3A, 0xBD, 0x60, 0x50, 0xC2, 0xBA, 0x2F,
+    0x45, 0x8B, 0x3C, 0xCE, 0x00, 0x1C, 0xBD, 0x4C, 0xB8, 0x4B, 0x3C, 0x54,
+    0xB3, 0xE7, 0xBC, 0xBA, 0x40, 0x35, 0x3D, 0x8C, 0xD0, 0xDC, 0x3C, 0x16,
+    0xC9, 0x4F, 0xBD, 0xB8, 0xFB, 0x8A, 0x3B, 0x02, 0x54, 0xC2, 0x3C, 0x48,
+    0x88, 0xBA, 0xBB, 0xB3, 0x85, 0xC3, 0xBB, 0x6B, 0xD9, 0x34, 0x3D, 0xCE,
+    0x3F, 0x6A, 0x3C, 0x8E, 0x05, 0x94, 0x3C, 0x1A, 0xBB, 0xAD, 0xBC, 0x02,
+    0x1A, 0x06, 0xBD, 0x45, 0xF0, 0x1B, 0xBD, 0xAC, 0x44, 0x27, 0xBD, 0xF9,
+    0xB1, 0x70, 0x3C, 0x5C, 0x8B, 0x52, 0x3D, 0xFC, 0xF2, 0xF6, 0x3C, 0x8D,
+    0x56, 0xA7, 0xBC, 0x1C, 0x45, 0xAF, 0xBC, 0xED, 0x2E, 0x18, 0x3D, 0x13,
+    0x1D, 0x19, 0xBD, 0x3A, 0x77, 0x32, 0xBD, 0x23, 0x0B, 0x53, 0x3D, 0xFF,
+    0x0F, 0xC6, 0x3C, 0xEE, 0x73, 0x84, 0xBB, 0x33, 0x19, 0x77, 0x3D, 0xBA,
+    0x0A, 0xE4, 0xBC, 0x7B, 0x56, 0x91, 0x3C, 0xF9, 0x19, 0xBC, 0xBC, 0x93,
+    0xD6, 0x81, 0x3D, 0x34, 0x88, 0x55, 0xBD, 0x2E, 0xB1, 0xC7, 0xBC, 0xCB,
+    0xF5, 0xD6, 0x3D, 0x42, 0xC0, 0x41, 0x3D, 0x70, 0xB2, 0xC1, 0xBB, 0x31,
+    0x1A, 0x5B, 0xBD, 0xEE, 0xCE, 0x48, 0xBD, 0x9E, 0xCC, 0xD7, 0xBC, 0x81,
+    0x2E, 0x8B, 0x3C, 0x71, 0x02, 0x95, 0x3C, 0x7A, 0xBE, 0x70, 0x3D, 0xC9,
+    0xF5, 0x3D, 0xBC, 0x0D, 0x05, 0xFB, 0xBB, 0xF9, 0x0D, 0x75, 0xBD, 0x0F,
+    0xDE, 0xB8, 0xBD, 0xD5, 0x79, 0x7B, 0x3D, 0xE0, 0xA0, 0x08, 0x3D, 0xB7,
+    0xE0, 0x94, 0xBC, 0x5D, 0xFB, 0xCE, 0xBD, 0x02, 0xE5, 0xD3, 0x3D, 0x5E,
+    0x01, 0xA9, 0x3D, 0x46, 0xD8, 0x69, 0xBD, 0x29, 0xBB, 0x3C, 0xBD, 0xE7,
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+    0x08, 0x1A
+};
+
+#endif
diff --git a/libavfilter/dnn_interface.h b/libavfilter/dnn_interface.h
index 909ba95..6b820d1 100644
--- a/libavfilter/dnn_interface.h
+++ b/libavfilter/dnn_interface.h
@@ -30,7 +30,7 @@ typedef enum {DNN_SUCCESS, DNN_ERROR} DNNReturnType;
 
 typedef enum {DNN_NATIVE, DNN_TF} DNNBackendType;
 
-typedef enum {DNN_SRCNN} DNNDefaultModel;
+typedef enum {DNN_SRCNN, DNN_ESPCN} DNNDefaultModel;
 
 typedef struct DNNData{
     float* data;
@@ -42,7 +42,7 @@ typedef struct DNNModel{
     void* model;
     // Sets model input and output, while allocating additional memory for intermediate calculations.
     // Should be called at least once before model execution.
-    DNNReturnType (*set_input_output)(void* model, const DNNData* input, const DNNData* output);
+    DNNReturnType (*set_input_output)(void* model, DNNData* input, DNNData* output);
 } DNNModel;
 
 // Stores pointers to functions for loading, executing, freeing DNN models for one of the backends.
diff --git a/libavfilter/dnn_srcnn.h b/libavfilter/dnn_srcnn.h
index ec7e586..b8237d1 100644
--- a/libavfilter/dnn_srcnn.h
+++ b/libavfilter/dnn_srcnn.h
@@ -20,13 +20,13 @@
 
 /**
  * @file
- * Default cnn weights for x2 upsampling with srcnn filter.
+ * Default cnn weights for x2 upsampling with srcnn model.
  */
 
 #ifndef AVFILTER_DNN_SRCNN_H
 #define AVFILTER_DNN_SRCNN_H
 
-static const float conv1_kernel[] = {
+static const float srcnn_conv1_kernel[] = {
     -0.08866338f,     0.055409566f,     0.037196506f,     -0.11961404f,
     -0.12341991f,     0.29963422f,      -0.0911817f,      -0.00013613555f,
     -0.049023595f,    0.038421184f,     -0.077267796f,    0.027273094f,
@@ -1325,7 +1325,7 @@ static const float conv1_kernel[] = {
     -0.013759381f,    0.026358005f,     0.088238746f,     0.082134426f
 };
 
-static const float conv1_biases[] = {
+static const float srcnn_conv1_biases[] = {
     -0.016606892f,    -0.011107335f,    -0.0048309686f,   -0.04867378f,
     -0.030040957f,    -0.07297248f,     -0.019458665f,    -0.009738028f,
     0.6951231f,       -0.07369442f,     -0.01354204f,     0.010336088f,
@@ -1344,7 +1344,7 @@ static const float conv1_biases[] = {
     0.054407462f,     -0.08068252f,     -0.009446503f,    -0.04663234f
 };
 
-static const float conv2_kernel[] = {
+static const float srcnn_conv2_kernel[] = {
     -0.24004751f,     0.1037138f,       0.11173403f,      0.04352092f,
     -0.23728481f,     0.12153747f,      -0.23676059f,     -0.28548065f,
     -0.612738f,       -0.12218937f,     -0.06005159f,     0.1850652f,
@@ -1859,7 +1859,7 @@ static const float conv2_kernel[] = {
     0.11089696f,      -0.08941251f,     -0.3529318f,      0.0654588f
 };
 
-static const float conv2_biases[] = {
+static const float srcnn_conv2_biases[] = {
     0.12326373f,      0.13270757f,      0.07082674f,      0.051456157f,
     0.058445618f,     0.13153197f,      0.0809729f,       0.10153213f,
     0.055915363f,     0.05228166f,      -0.11212896f,     0.07462141f,
@@ -1870,7 +1870,7 @@ static const float conv2_biases[] = {
     -0.086404406f,    0.06046943f,      -0.1733751f,      0.2654999f
 };
 
-static const float conv3_kernel[] = {
+static const float srcnn_conv3_kernel[] = {
     -0.01733648f,     0.01492609f,      0.019393086f,     -0.004445322f,
     0.026939709f,     0.00038831023f,   0.004221528f,     0.0050745453f,
     0.0129861f,       0.008007169f,     0.008950762f,     0.005279691f,
@@ -2073,7 +2073,7 @@ static const float conv3_kernel[] = {
     0.012931146f,     0.0046948805f,    0.013098622f,     -0.015422701f
 };
 
-static const float conv3_biases[] = {
+static const float srcnn_conv3_biases[] = {
     0.05037664f
 };
 
diff --git a/libavfilter/vf_sr.c b/libavfilter/vf_sr.c
new file mode 100644
index 0000000..196567a
--- /dev/null
+++ b/libavfilter/vf_sr.c
@@ -0,0 +1,354 @@
+/*
+ * Copyright (c) 2018 Sergey Lavrushkin
+ *
+ * This file is part of FFmpeg.
+ *
+ * FFmpeg is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * FFmpeg is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with FFmpeg; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ */
+
+/**
+ * @file
+ * Filter implementing image super-resolution using deep convolutional networks.
+ * https://arxiv.org/abs/1501.00092
+ * https://arxiv.org/abs/1609.05158
+ */
+
+#include "avfilter.h"
+#include "formats.h"
+#include "internal.h"
+#include "libavutil/opt.h"
+#include "libavformat/avio.h"
+#include "libswscale/swscale.h"
+#include "dnn_interface.h"
+
+typedef enum {SRCNN, ESPCN} SRModel;
+
+typedef struct SRContext {
+    const AVClass *class;
+
+    SRModel model_type;
+    char* model_filename;
+    DNNBackendType backend_type;
+    DNNModule* dnn_module;
+    DNNModel* model;
+    DNNData input, output;
+    int scale_factor;
+    struct SwsContext* sws_context;
+    int sws_slice_h;
+} SRContext;
+
+#define OFFSET(x) offsetof(SRContext, x)
+#define FLAGS AV_OPT_FLAG_FILTERING_PARAM | AV_OPT_FLAG_VIDEO_PARAM
+static const AVOption sr_options[] = {
+    { "model", "specifies what DNN model to use", OFFSET(model_type), AV_OPT_TYPE_FLAGS, { .i64 = 0 }, 0, 1, FLAGS, "model_type" },
+    { "srcnn", "Super-Resolution Convolutional Neural Network model (scale factor should be specified for custom SRCNN model)", 0, AV_OPT_TYPE_CONST, { .i64 = 0 }, 0, 0, FLAGS, "model_type" },
+    { "espcn", "Efficient Sub-Pixel Convolutional Neural Network model", 0, AV_OPT_TYPE_CONST, { .i64 = 1 }, 0, 0, FLAGS, "model_type" },
+    { "dnn_backend", "DNN backend used for model execution", OFFSET(backend_type), AV_OPT_TYPE_FLAGS, { .i64 = 0 }, 0, 1, FLAGS, "backend" },
+    { "native", "native backend flag", 0, AV_OPT_TYPE_CONST, { .i64 = 0 }, 0, 0, FLAGS, "backend" },
+#if (CONFIG_LIBTENSORFLOW == 1)
+    { "tensorflow", "tensorflow backend flag", 0, AV_OPT_TYPE_CONST, { .i64 = 1 }, 0, 0, FLAGS, "backend" },
+#endif
+    {"scale_factor", "scale factor for SRCNN model", OFFSET(scale_factor), AV_OPT_TYPE_INT, { .i64 = 2 }, 2, 4, FLAGS},
+    { "model_filename", "path to model file specifying network architecture and its parameters", OFFSET(model_filename), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 0, FLAGS },
+    { NULL }
+};
+
+AVFILTER_DEFINE_CLASS(sr);
+
+static av_cold int init(AVFilterContext* context)
+{
+    SRContext* sr_context = context->priv;
+
+    sr_context->dnn_module = ff_get_dnn_module(sr_context->backend_type);
+    if (!sr_context->dnn_module){
+        av_log(context, AV_LOG_ERROR, "could not create DNN module for requested backend\n");
+        return AVERROR(ENOMEM);
+    }
+    if (!sr_context->model_filename){
+        av_log(context, AV_LOG_VERBOSE, "model file for network was not specified, using default network for x2 upsampling\n");
+        sr_context->scale_factor = 2;
+        switch (sr_context->model_type){
+        case SRCNN:
+            sr_context->model = (sr_context->dnn_module->load_default_model)(DNN_SRCNN);
+            break;
+        case ESPCN:
+            sr_context->model = (sr_context->dnn_module->load_default_model)(DNN_ESPCN);
+        }
+    }
+    else{
+        sr_context->model = (sr_context->dnn_module->load_model)(sr_context->model_filename);
+    }
+    if (!sr_context->model){
+        av_log(context, AV_LOG_ERROR, "could not load DNN model\n");
+        return AVERROR(EIO);
+    }
+
+    return 0;
+}
+
+static int query_formats(AVFilterContext* context)
+{
+    const enum AVPixelFormat pixel_formats[] = {AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUV444P,
+                                                AV_PIX_FMT_YUV410P, AV_PIX_FMT_YUV411P, AV_PIX_FMT_GRAY8,
+                                                AV_PIX_FMT_NONE};
+    AVFilterFormats* formats_list;
+
+    formats_list = ff_make_format_list(pixel_formats);
+    if (!formats_list){
+        av_log(context, AV_LOG_ERROR, "could not create formats list\n");
+        return AVERROR(ENOMEM);
+    }
+    return ff_set_common_formats(context, formats_list);
+}
+
+static int config_props(AVFilterLink* inlink)
+{
+    AVFilterContext* context = inlink->dst;
+    SRContext* sr_context = context->priv;
+    AVFilterLink* outlink = context->outputs[0];
+    DNNReturnType result;
+    int sws_src_h, sws_src_w, sws_dst_h, sws_dst_w;
+
+    switch (sr_context->model_type){
+    case SRCNN:
+        sr_context->input.width = inlink->w * sr_context->scale_factor;
+        sr_context->input.height = inlink->h * sr_context->scale_factor;
+        break;
+    case ESPCN:
+        sr_context->input.width = inlink->w;
+        sr_context->input.height = inlink->h;
+    }
+    sr_context->input.channels = 1;
+
+    result = (sr_context->model->set_input_output)(sr_context->model->model, &sr_context->input, &sr_context->output);
+    if (result != DNN_SUCCESS){
+        av_log(context, AV_LOG_ERROR, "could not set input and output for the model\n");
+        return AVERROR(EIO);
+    }
+    else{
+        outlink->h = sr_context->output.height;
+        outlink->w = sr_context->output.width;
+        switch (sr_context->model_type){
+        case SRCNN:
+            sr_context->sws_context = sws_getContext(inlink->w, inlink->h, inlink->format,
+                                                     outlink->w, outlink->h, outlink->format, SWS_BICUBIC, NULL, NULL, NULL);
+            if (!sr_context->sws_context){
+                av_log(context, AV_LOG_ERROR, "could not create SwsContext\n");
+                return AVERROR(ENOMEM);
+            }
+            sr_context->sws_slice_h = inlink->h;
+            break;
+        case ESPCN:
+            if (inlink->format == AV_PIX_FMT_GRAY8){
+                sr_context->sws_context = NULL;
+            }
+            else{
+                sws_src_h = sr_context->input.height;
+                sws_src_w = sr_context->input.width;
+                sws_dst_h = sr_context->output.height;
+                sws_dst_w = sr_context->output.width;
+
+                switch (inlink->format){
+                case AV_PIX_FMT_YUV420P:
+                    sws_src_h = (sws_src_h >> 1) + (sws_src_h % 2 != 0 ? 1 : 0);
+                    sws_src_w = (sws_src_w >> 1) + (sws_src_w % 2 != 0 ? 1 : 0);
+                    sws_dst_h = (sws_dst_h >> 1) + (sws_dst_h % 2 != 0 ? 1 : 0);
+                    sws_dst_w = (sws_dst_w >> 1) + (sws_dst_w % 2 != 0 ? 1 : 0);
+                    break;
+                case AV_PIX_FMT_YUV422P:
+                    sws_src_w = (sws_src_w >> 1) + (sws_src_w % 2 != 0 ? 1 : 0);
+                    sws_dst_w = (sws_dst_w >> 1) + (sws_dst_w % 2 != 0 ? 1 : 0);
+                    break;
+                case AV_PIX_FMT_YUV444P:
+                    break;
+                case AV_PIX_FMT_YUV410P:
+                    sws_src_h = (sws_src_h >> 2) + (sws_src_h % 4 != 0 ? 1 : 0);
+                    sws_src_w = (sws_src_w >> 2) + (sws_src_w % 4 != 0 ? 1 : 0);
+                    sws_dst_h = (sws_dst_h >> 2) + (sws_dst_h % 4 != 0 ? 1 : 0);
+                    sws_dst_w = (sws_dst_w >> 2) + (sws_dst_w % 4 != 0 ? 1 : 0);
+                    break;
+                case AV_PIX_FMT_YUV411P:
+                    sws_src_w = (sws_src_w >> 2) + (sws_src_w % 4 != 0 ? 1 : 0);
+                    sws_dst_w = (sws_dst_w >> 2) + (sws_dst_w % 4 != 0 ? 1 : 0);
+                    break;
+                default:
+                    av_log(context, AV_LOG_ERROR, "could not create SwsContext for input pixel format");
+                    return AVERROR(EIO);
+                }
+                sr_context->sws_context = sws_getContext(sws_src_w, sws_src_h, AV_PIX_FMT_GRAY8,
+                                                         sws_dst_w, sws_dst_h, AV_PIX_FMT_GRAY8, SWS_BICUBIC, NULL, NULL, NULL);
+                if (!sr_context->sws_context){
+                    av_log(context, AV_LOG_ERROR, "could not create SwsContext\n");
+                    return AVERROR(ENOMEM);
+                }
+                sr_context->sws_slice_h = sws_src_h;
+            }
+        }
+
+        return 0;
+    }
+}
+
+typedef struct ThreadData{
+    uint8_t* data;
+    int data_linesize, height, width;
+} ThreadData;
+
+static int uint8_to_float(AVFilterContext* context, void* arg, int jobnr, int nb_jobs)
+{
+    SRContext* sr_context = context->priv;
+    const ThreadData* td = arg;
+    const int slice_start = (td->height *  jobnr     ) / nb_jobs;
+    const int slice_end   = (td->height * (jobnr + 1)) / nb_jobs;
+    const uint8_t* src = td->data + slice_start * td->data_linesize;
+    float* dst = sr_context->input.data + slice_start * td->width;
+    int y, x;
+
+    for (y = slice_start; y < slice_end; ++y){
+        for (x = 0; x < td->width; ++x){
+            dst[x] = (float)src[x] / 255.0f;
+        }
+        src += td->data_linesize;
+        dst += td->width;
+    }
+
+    return 0;
+}
+
+static int float_to_uint8(AVFilterContext* context, void* arg, int jobnr, int nb_jobs)
+{
+    SRContext* sr_context = context->priv;
+    const ThreadData* td = arg;
+    const int slice_start = (td->height *  jobnr     ) / nb_jobs;
+    const int slice_end   = (td->height * (jobnr + 1)) / nb_jobs;
+    const float* src = sr_context->output.data + slice_start * td->width;
+    uint8_t* dst = td->data + slice_start * td->data_linesize;
+    int y, x;
+
+    for (y = slice_start; y < slice_end; ++y){
+        for (x = 0; x < td->width; ++x){
+            dst[x] = (uint8_t)(255.0f * FFMIN(src[x], 1.0f));
+        }
+        src += td->width;
+        dst += td->data_linesize;
+    }
+
+    return 0;
+}
+
+static int filter_frame(AVFilterLink* inlink, AVFrame* in)
+{
+    AVFilterContext* context = inlink->dst;
+    SRContext* sr_context = context->priv;
+    AVFilterLink* outlink = context->outputs[0];
+    AVFrame* out = ff_get_video_buffer(outlink, outlink->w, outlink->h);
+    ThreadData td;
+    int nb_threads;
+    DNNReturnType dnn_result;
+
+    if (!out){
+        av_log(context, AV_LOG_ERROR, "could not allocate memory for output frame\n");
+        av_frame_free(&in);
+        return AVERROR(ENOMEM);
+    }
+    av_frame_copy_props(out, in);
+    out->height = sr_context->output.height;
+    out->width = sr_context->output.width;
+    switch (sr_context->model_type){
+    case SRCNN:
+        sws_scale(sr_context->sws_context, in->data, in->linesize,
+                  0, sr_context->sws_slice_h, out->data, out->linesize);
+        td.data = out->data[0];
+        td.data_linesize = out->linesize[0];
+        td.height = out->height;
+        td.width = out->width;
+        break;
+    case ESPCN:
+        if (sr_context->sws_context){
+            sws_scale(sr_context->sws_context, in->data + 1, in->linesize + 1,
+                      0, sr_context->sws_slice_h, out->data + 1, out->linesize + 1);
+            sws_scale(sr_context->sws_context, in->data + 2, in->linesize + 2,
+                      0, sr_context->sws_slice_h, out->data + 2, out->linesize + 2);
+        }
+        td.data = in->data[0];
+        td.data_linesize = in->linesize[0];
+        td.height = in->height;
+        td.width = in->width;
+    }
+
+    nb_threads = ff_filter_get_nb_threads(context);
+    context->internal->execute(context, uint8_to_float, &td, NULL, FFMIN(td.height, nb_threads));
+    av_frame_free(&in);
+
+    dnn_result = (sr_context->dnn_module->execute_model)(sr_context->model);
+    if (dnn_result != DNN_SUCCESS){
+        av_log(context, AV_LOG_ERROR, "failed to execute loaded model\n");
+        return AVERROR(EIO);
+    }
+
+    td.data = out->data[0];
+    td.data_linesize = out->linesize[0];
+    td.height = out->height;
+    td.width = out->width;
+    context->internal->execute(context, float_to_uint8, &td, NULL, FFMIN(td.height, nb_threads));
+
+    return ff_filter_frame(outlink, out);
+}
+
+static av_cold void uninit(AVFilterContext* context)
+{
+    SRContext* sr_context = context->priv;
+
+    if (sr_context->dnn_module){
+        (sr_context->dnn_module->free_model)(&sr_context->model);
+        av_freep(&sr_context->dnn_module);
+    }
+
+    if (sr_context->sws_context){
+        sws_freeContext(sr_context->sws_context);
+    }
+}
+
+static const AVFilterPad sr_inputs[] = {
+    {
+        .name         = "default",
+        .type         = AVMEDIA_TYPE_VIDEO,
+        .config_props = config_props,
+        .filter_frame = filter_frame,
+    },
+    { NULL }
+};
+
+static const AVFilterPad sr_outputs[] = {
+    {
+        .name = "default",
+        .type = AVMEDIA_TYPE_VIDEO,
+    },
+    { NULL }
+};
+
+AVFilter ff_vf_sr = {
+    .name          = "sr",
+    .description   = NULL_IF_CONFIG_SMALL("Apply DNN-based image super resolution to the input."),
+    .priv_size     = sizeof(SRContext),
+    .init          = init,
+    .uninit        = uninit,
+    .query_formats = query_formats,
+    .inputs        = sr_inputs,
+    .outputs       = sr_outputs,
+    .priv_class    = &sr_class,
+    .flags         = AVFILTER_FLAG_SUPPORT_TIMELINE_GENERIC | AVFILTER_FLAG_SLICE_THREADS,
+};
+
diff --git a/libavfilter/vf_srcnn.c b/libavfilter/vf_srcnn.c
deleted file mode 100644
index bba54f6..0000000
--- a/libavfilter/vf_srcnn.c
+++ /dev/null
@@ -1,250 +0,0 @@
-/*
- * Copyright (c) 2018 Sergey Lavrushkin
- *
- * This file is part of FFmpeg.
- *
- * FFmpeg is free software; you can redistribute it and/or
- * modify it under the terms of the GNU Lesser General Public
- * License as published by the Free Software Foundation; either
- * version 2.1 of the License, or (at your option) any later version.
- *
- * FFmpeg is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
- * Lesser General Public License for more details.
- *
- * You should have received a copy of the GNU Lesser General Public
- * License along with FFmpeg; if not, write to the Free Software
- * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
- */
-
-/**
- * @file
- * Filter implementing image super-resolution using deep convolutional networks.
- * https://arxiv.org/abs/1501.00092
- */
-
-#include "avfilter.h"
-#include "formats.h"
-#include "internal.h"
-#include "libavutil/opt.h"
-#include "libavformat/avio.h"
-#include "dnn_interface.h"
-
-typedef struct SRCNNContext {
-    const AVClass *class;
-
-    char* model_filename;
-    float* input_output_buf;
-    DNNBackendType backend_type;
-    DNNModule* dnn_module;
-    DNNModel* model;
-    DNNData input_output;
-} SRCNNContext;
-
-#define OFFSET(x) offsetof(SRCNNContext, x)
-#define FLAGS AV_OPT_FLAG_FILTERING_PARAM | AV_OPT_FLAG_VIDEO_PARAM
-static const AVOption srcnn_options[] = {
-    { "dnn_backend", "DNN backend used for model execution", OFFSET(backend_type), AV_OPT_TYPE_FLAGS, { .i64 = 0 }, 0, 1, FLAGS, "backend" },
-    { "native", "native backend flag", 0, AV_OPT_TYPE_CONST, { .i64 = 0 }, 0, 0, FLAGS, "backend" },
-#if (CONFIG_LIBTENSORFLOW == 1)
-    { "tensorflow", "tensorflow backend flag", 0, AV_OPT_TYPE_CONST, { .i64 = 1 }, 0, 0, FLAGS, "backend" },
-#endif
-    { "model_filename", "path to model file specifying network architecture and its parameters", OFFSET(model_filename), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 0, FLAGS },
-    { NULL }
-};
-
-AVFILTER_DEFINE_CLASS(srcnn);
-
-static av_cold int init(AVFilterContext* context)
-{
-    SRCNNContext* srcnn_context = context->priv;
-
-    srcnn_context->dnn_module = ff_get_dnn_module(srcnn_context->backend_type);
-    if (!srcnn_context->dnn_module){
-        av_log(context, AV_LOG_ERROR, "could not create DNN module for requested backend\n");
-        return AVERROR(ENOMEM);
-    }
-    if (!srcnn_context->model_filename){
-        av_log(context, AV_LOG_VERBOSE, "model file for network was not specified, using default network for x2 upsampling\n");
-        srcnn_context->model = (srcnn_context->dnn_module->load_default_model)(DNN_SRCNN);
-    }
-    else{
-        srcnn_context->model = (srcnn_context->dnn_module->load_model)(srcnn_context->model_filename);
-    }
-    if (!srcnn_context->model){
-        av_log(context, AV_LOG_ERROR, "could not load DNN model\n");
-        return AVERROR(EIO);
-    }
-
-    return 0;
-}
-
-static int query_formats(AVFilterContext* context)
-{
-    const enum AVPixelFormat pixel_formats[] = {AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUV444P,
-                                                AV_PIX_FMT_YUV410P, AV_PIX_FMT_YUV411P, AV_PIX_FMT_GRAY8,
-                                                AV_PIX_FMT_NONE};
-    AVFilterFormats* formats_list;
-
-    formats_list = ff_make_format_list(pixel_formats);
-    if (!formats_list){
-        av_log(context, AV_LOG_ERROR, "could not create formats list\n");
-        return AVERROR(ENOMEM);
-    }
-    return ff_set_common_formats(context, formats_list);
-}
-
-static int config_props(AVFilterLink* inlink)
-{
-    AVFilterContext* context = inlink->dst;
-    SRCNNContext* srcnn_context = context->priv;
-    DNNReturnType result;
-
-    srcnn_context->input_output_buf = av_malloc(inlink->h * inlink->w * sizeof(float));
-    if (!srcnn_context->input_output_buf){
-        av_log(context, AV_LOG_ERROR, "could not allocate memory for input/output buffer\n");
-        return AVERROR(ENOMEM);
-    }
-
-    srcnn_context->input_output.data = srcnn_context->input_output_buf;
-    srcnn_context->input_output.width = inlink->w;
-    srcnn_context->input_output.height = inlink->h;
-    srcnn_context->input_output.channels = 1;
-
-    result = (srcnn_context->model->set_input_output)(srcnn_context->model->model, &srcnn_context->input_output, &srcnn_context->input_output);
-    if (result != DNN_SUCCESS){
-        av_log(context, AV_LOG_ERROR, "could not set input and output for the model\n");
-        return AVERROR(EIO);
-    }
-    else{
-        return 0;
-    }
-}
-
-typedef struct ThreadData{
-    uint8_t* out;
-    int out_linesize, height, width;
-} ThreadData;
-
-static int uint8_to_float(AVFilterContext* context, void* arg, int jobnr, int nb_jobs)
-{
-    SRCNNContext* srcnn_context = context->priv;
-    const ThreadData* td = arg;
-    const int slice_start = (td->height *  jobnr     ) / nb_jobs;
-    const int slice_end   = (td->height * (jobnr + 1)) / nb_jobs;
-    const uint8_t* src = td->out + slice_start * td->out_linesize;
-    float* dst = srcnn_context->input_output_buf + slice_start * td->width;
-    int y, x;
-
-    for (y = slice_start; y < slice_end; ++y){
-        for (x = 0; x < td->width; ++x){
-            dst[x] = (float)src[x] / 255.0f;
-        }
-        src += td->out_linesize;
-        dst += td->width;
-    }
-
-    return 0;
-}
-
-static int float_to_uint8(AVFilterContext* context, void* arg, int jobnr, int nb_jobs)
-{
-    SRCNNContext* srcnn_context = context->priv;
-    const ThreadData* td = arg;
-    const int slice_start = (td->height *  jobnr     ) / nb_jobs;
-    const int slice_end   = (td->height * (jobnr + 1)) / nb_jobs;
-    const float* src = srcnn_context->input_output_buf + slice_start * td->width;
-    uint8_t* dst = td->out + slice_start * td->out_linesize;
-    int y, x;
-
-    for (y = slice_start; y < slice_end; ++y){
-        for (x = 0; x < td->width; ++x){
-            dst[x] = (uint8_t)(255.0f * FFMIN(src[x], 1.0f));
-        }
-        src += td->width;
-        dst += td->out_linesize;
-    }
-
-    return 0;
-}
-
-static int filter_frame(AVFilterLink* inlink, AVFrame* in)
-{
-    AVFilterContext* context = inlink->dst;
-    SRCNNContext* srcnn_context = context->priv;
-    AVFilterLink* outlink = context->outputs[0];
-    AVFrame* out = ff_get_video_buffer(outlink, outlink->w, outlink->h);
-    ThreadData td;
-    int nb_threads;
-    DNNReturnType dnn_result;
-
-    if (!out){
-        av_log(context, AV_LOG_ERROR, "could not allocate memory for output frame\n");
-        av_frame_free(&in);
-        return AVERROR(ENOMEM);
-    }
-    av_frame_copy_props(out, in);
-    av_frame_copy(out, in);
-    av_frame_free(&in);
-    td.out = out->data[0];
-    td.out_linesize = out->linesize[0];
-    td.height = out->height;
-    td.width = out->width;
-
-    nb_threads = ff_filter_get_nb_threads(context);
-    context->internal->execute(context, uint8_to_float, &td, NULL, FFMIN(td.height, nb_threads));
-
-    dnn_result = (srcnn_context->dnn_module->execute_model)(srcnn_context->model);
-    if (dnn_result != DNN_SUCCESS){
-        av_log(context, AV_LOG_ERROR, "failed to execute loaded model\n");
-        return AVERROR(EIO);
-    }
-
-    context->internal->execute(context, float_to_uint8, &td, NULL, FFMIN(td.height, nb_threads));
-
-    return ff_filter_frame(outlink, out);
-}
-
-static av_cold void uninit(AVFilterContext* context)
-{
-    SRCNNContext* srcnn_context = context->priv;
-
-    if (srcnn_context->dnn_module){
-        (srcnn_context->dnn_module->free_model)(&srcnn_context->model);
-        av_freep(&srcnn_context->dnn_module);
-    }
-    av_freep(&srcnn_context->input_output_buf);
-}
-
-static const AVFilterPad srcnn_inputs[] = {
-    {
-        .name         = "default",
-        .type         = AVMEDIA_TYPE_VIDEO,
-        .config_props = config_props,
-        .filter_frame = filter_frame,
-    },
-    { NULL }
-};
-
-static const AVFilterPad srcnn_outputs[] = {
-    {
-        .name = "default",
-        .type = AVMEDIA_TYPE_VIDEO,
-    },
-    { NULL }
-};
-
-AVFilter ff_vf_srcnn = {
-    .name          = "srcnn",
-    .description   = NULL_IF_CONFIG_SMALL("Apply super resolution convolutional neural network to the input. Use bicubic upsamping with corresponding scaling factor before."),
-    .priv_size     = sizeof(SRCNNContext),
-    .init          = init,
-    .uninit        = uninit,
-    .query_formats = query_formats,
-    .inputs        = srcnn_inputs,
-    .outputs       = srcnn_outputs,
-    .priv_class    = &srcnn_class,
-    .flags         = AVFILTER_FLAG_SUPPORT_TIMELINE_GENERIC | AVFILTER_FLAG_SLICE_THREADS,
-};
-