diff --git a/libraries/TFLiteMicro/examples/hello_world/README.md b/libraries/TFLiteMicro/examples/hello_world/README.md
new file mode 100644
index 00000000000..6fadc59a176
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/README.md
@@ -0,0 +1,18 @@
+# Hello World Example
+
+This example is designed to demonstrate the absolute basics of using [TensorFlow
+Lite for Microcontrollers](https://www.tensorflow.org/lite/microcontrollers).
+It includes the full end-to-end workflow of training a model, converting it for
+use with TensorFlow Lite for Microcontrollers for running inference on a
+microcontroller.
+
+The model is trained to replicate a `sine` function and generates a pattern of
+data to either blink LEDs or control an animation, depending on the capabilities
+of the device.
+
+## Deploy to ESP32
+
+The sample has been tested on ESP-IDF version `release/v4.2` and `release/v4.4` with the following devices:
+- [ESP32-DevKitC](http://esp-idf.readthedocs.io/en/latest/get-started/get-started-devkitc.html)
+- [ESP32-S3-DevKitC](https://docs.espressif.com/projects/esp-idf/en/latest/esp32s3/hw-reference/esp32s3/user-guide-devkitc-1.html)
+- [ESP-EYE](https://github.com/espressif/esp-who/blob/master/docs/en/get-started/ESP-EYE_Getting_Started_Guide.md)
diff --git a/libraries/TFLiteMicro/examples/hello_world/constants.cpp b/libraries/TFLiteMicro/examples/hello_world/constants.cpp
new file mode 100644
index 00000000000..bc32fc3f9c0
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/constants.cpp
@@ -0,0 +1,19 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "constants.h"
+
+// This is a small number so that it's easy to read the logs
+const int kInferencesPerCycle = 20;
diff --git a/libraries/TFLiteMicro/examples/hello_world/constants.h b/libraries/TFLiteMicro/examples/hello_world/constants.h
new file mode 100644
index 00000000000..f452893209d
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/constants.h
@@ -0,0 +1,32 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_CONSTANTS_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_CONSTANTS_H_
+
+// This constant represents the range of x values our model was trained on,
+// which is from 0 to (2 * Pi). We approximate Pi to avoid requiring additional
+// libraries.
+const float kXrange = 2.f * 3.14159265359f;
+
+// This constant determines the number of inferences to perform across the range
+// of x values defined above. Since each inference takes time, the higher this
+// number, the more time it will take to run through the entire range. The value
+// of this constant can be tuned so that one full cycle takes a desired amount
+// of time. Since different devices take different amounts of time to perform
+// inference, this value should be defined per-device.
+extern const int kInferencesPerCycle;
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_CONSTANTS_H_
diff --git a/libraries/TFLiteMicro/examples/hello_world/hello_world.ino b/libraries/TFLiteMicro/examples/hello_world/hello_world.ino
new file mode 100644
index 00000000000..04fdd064a48
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/hello_world.ino
@@ -0,0 +1,111 @@
+/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+
+#include "tensorflow/lite/micro/micro_mutable_op_resolver.h"
+#include "tensorflow/lite/micro/micro_interpreter.h"
+#include "tensorflow/lite/micro/system_setup.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+
+#include "model.h"
+#include "constants.h"
+#include "output_handler.h"
+
+// Globals, used for compatibility with Arduino-style sketches.
+namespace {
+const tflite::Model* model = nullptr;
+tflite::MicroInterpreter* interpreter = nullptr;
+TfLiteTensor* input = nullptr;
+TfLiteTensor* output = nullptr;
+int inference_count = 0;
+
+constexpr int kTensorArenaSize = 2000;
+uint8_t tensor_arena[kTensorArenaSize];
+} // namespace
+
+// The name of this function is important for Arduino compatibility.
+void setup() {
+ // Map the model into a usable data structure. This doesn't involve any
+ // copying or parsing, it's a very lightweight operation.
+ model = tflite::GetModel(g_model);
+ if (model->version() != TFLITE_SCHEMA_VERSION) {
+ MicroPrintf("Model provided is schema version %d not equal to supported "
+ "version %d.", model->version(), TFLITE_SCHEMA_VERSION);
+ return;
+ }
+
+ // Pull in only the operation implementations we need.
+ static tflite::MicroMutableOpResolver<1> resolver;
+ if (resolver.AddFullyConnected() != kTfLiteOk) {
+ return;
+ }
+
+ // Build an interpreter to run the model with.
+ static tflite::MicroInterpreter static_interpreter(
+ model, resolver, tensor_arena, kTensorArenaSize);
+ interpreter = &static_interpreter;
+
+ // Allocate memory from the tensor_arena for the model's tensors.
+ TfLiteStatus allocate_status = interpreter->AllocateTensors();
+ if (allocate_status != kTfLiteOk) {
+ MicroPrintf("AllocateTensors() failed");
+ return;
+ }
+
+ // Obtain pointers to the model's input and output tensors.
+ input = interpreter->input(0);
+ output = interpreter->output(0);
+
+ // Keep track of how many inferences we have performed.
+ inference_count = 0;
+}
+
+// The name of this function is important for Arduino compatibility.
+void loop() {
+ // Calculate an x value to feed into the model. We compare the current
+ // inference_count to the number of inferences per cycle to determine
+ // our position within the range of possible x values the model was
+ // trained on, and use this to calculate a value.
+ float position = static_cast<float>(inference_count) /
+ static_cast<float>(kInferencesPerCycle);
+ float x = position * kXrange;
+
+ // Quantize the input from floating-point to integer
+ int8_t x_quantized = x / input->params.scale + input->params.zero_point;
+ // Place the quantized input in the model's input tensor
+ input->data.int8[0] = x_quantized;
+
+ // Run inference, and report any error
+ TfLiteStatus invoke_status = interpreter->Invoke();
+ if (invoke_status != kTfLiteOk) {
+ MicroPrintf("Invoke failed on x: %f\n",
+ static_cast<double>(x));
+ return;
+ }
+
+ // Obtain the quantized output from model's output tensor
+ int8_t y_quantized = output->data.int8[0];
+ // Dequantize the output from integer to floating-point
+ float y = (y_quantized - output->params.zero_point) * output->params.scale;
+
+ // Output the results. A custom HandleOutput function can be implemented
+ // for each supported hardware target.
+ HandleOutput(x, y);
+
+ // Increment the inference_counter, and reset it if we have reached
+ // the total number per cycle
+ inference_count += 1;
+ if (inference_count >= kInferencesPerCycle) inference_count = 0;
+}
diff --git a/libraries/TFLiteMicro/examples/hello_world/model.cpp b/libraries/TFLiteMicro/examples/hello_world/model.cpp
new file mode 100644
index 00000000000..f04a9f661c6
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/model.cpp
@@ -0,0 +1,237 @@
+/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+// Automatically created from a TensorFlow Lite flatbuffer using the command:
+// xxd -i model.tflite > model.cc
+
+// This is a standard TensorFlow Lite model file that has been converted into a
+// C data array, so it can be easily compiled into a binary for devices that
+// don't have a file system.
+
+// See train/README.md for a full description of the creation process.
+
+#include "model.h"
+
+// Keep model aligned to 8 bytes to guarantee aligned 64-bit accesses.
+alignas(8) const unsigned char g_model[] = {
+ 0x1c, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x14, 0x00, 0x20, 0x00,
+ 0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+ 0x98, 0x00, 0x00, 0x00, 0xc8, 0x00, 0x00, 0x00, 0x1c, 0x03, 0x00, 0x00,
+ 0x2c, 0x03, 0x00, 0x00, 0x30, 0x09, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x60, 0xf7, 0xff, 0xff,
+ 0x10, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+ 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+ 0x65, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+ 0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xbc, 0xff, 0xff, 0xff,
+ 0x09, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+ 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x34, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x76, 0xfd, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+ 0x0d, 0x00, 0x00, 0x00, 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x32, 0x5f,
+ 0x69, 0x6e, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
+ 0x08, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x13, 0x00, 0x00, 0x00, 0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x75, 0x6e, 0x74,
+ 0x69, 0x6d, 0x65, 0x5f, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x50, 0x02, 0x00, 0x00, 0x48, 0x02, 0x00, 0x00,
+ 0x34, 0x02, 0x00, 0x00, 0xdc, 0x01, 0x00, 0x00, 0x8c, 0x01, 0x00, 0x00,
+ 0x6c, 0x01, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+ 0x34, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0xfa, 0xfd, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+ 0x10, 0x00, 0x00, 0x00, 0x31, 0x2e, 0x35, 0x2e, 0x30, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x84, 0xfd, 0xff, 0xff,
+ 0x88, 0xfd, 0xff, 0xff, 0x8c, 0xfd, 0xff, 0xff, 0x22, 0xfe, 0xff, 0xff,
+ 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x21, 0xa5, 0x8b, 0xca,
+ 0x5e, 0x1d, 0xce, 0x42, 0x9d, 0xce, 0x1f, 0xb0, 0xdf, 0x54, 0x2f, 0x81,
+ 0x3e, 0xfe, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00,
+ 0xee, 0xfc, 0x00, 0xec, 0x05, 0x17, 0xef, 0xec, 0xe6, 0xf8, 0x03, 0x01,
+ 0x00, 0xfa, 0xf8, 0xf5, 0xdc, 0xeb, 0x27, 0x14, 0xf1, 0xde, 0xe2, 0xdb,
+ 0xf0, 0xde, 0x31, 0x06, 0x02, 0xe6, 0xee, 0xf9, 0x00, 0x16, 0x07, 0xe0,
+ 0xfe, 0xff, 0xe9, 0x06, 0xe7, 0xef, 0x81, 0x1b, 0x18, 0xea, 0xc9, 0x01,
+ 0x0f, 0x00, 0xda, 0xf7, 0x0e, 0xec, 0x13, 0x1f, 0x04, 0x13, 0xb4, 0xe6,
+ 0xfd, 0x06, 0xb9, 0xe0, 0x0d, 0xec, 0xf0, 0xde, 0xeb, 0xf7, 0x05, 0x26,
+ 0x1a, 0xe4, 0x6f, 0x1a, 0xea, 0x1e, 0x35, 0xdf, 0x1a, 0xf3, 0xf1, 0x19,
+ 0x0f, 0x03, 0x1b, 0xe1, 0xde, 0x13, 0xf6, 0x19, 0xff, 0xf6, 0x1b, 0x18,
+ 0xf0, 0x1c, 0xda, 0x1b, 0x1b, 0x20, 0xe5, 0x1a, 0xf5, 0xff, 0x96, 0x0b,
+ 0x00, 0x01, 0xcd, 0xde, 0x0d, 0xf6, 0x16, 0xe3, 0xed, 0xfc, 0x0e, 0xe9,
+ 0xfa, 0xeb, 0x5c, 0xfc, 0x1d, 0x02, 0x5b, 0xe2, 0xe1, 0xf5, 0x15, 0xec,
+ 0xf4, 0x00, 0x13, 0x05, 0xec, 0x0c, 0x1d, 0x14, 0x0e, 0xe7, 0x0b, 0xf4,
+ 0x19, 0x00, 0xd7, 0x05, 0x27, 0x02, 0x15, 0xea, 0xea, 0x02, 0x9b, 0x00,
+ 0x0c, 0xfa, 0xe8, 0xea, 0xfd, 0x00, 0x14, 0xfd, 0x0b, 0x02, 0xef, 0xee,
+ 0x06, 0xee, 0x01, 0x0d, 0x06, 0xe6, 0xf7, 0x11, 0xf7, 0x09, 0xf8, 0xf1,
+ 0x21, 0xff, 0x0e, 0xf3, 0xec, 0x12, 0x26, 0x1d, 0xf2, 0xe9, 0x28, 0x18,
+ 0xe0, 0xfb, 0xf3, 0xf4, 0x05, 0x1d, 0x1d, 0xfb, 0xfd, 0x1e, 0xfc, 0x11,
+ 0xe8, 0x07, 0x09, 0x03, 0x12, 0xf2, 0x36, 0xfb, 0xdc, 0x1c, 0xf9, 0xef,
+ 0xf3, 0xe7, 0x6f, 0x0c, 0x1d, 0x00, 0x45, 0xfd, 0x0e, 0xf0, 0x0b, 0x19,
+ 0x1a, 0xfa, 0xe0, 0x19, 0x1f, 0x13, 0x36, 0x1c, 0x12, 0xeb, 0x3b, 0x0c,
+ 0xb4, 0xcb, 0xe6, 0x13, 0xfa, 0xeb, 0xf1, 0x06, 0x1c, 0xfa, 0x18, 0xe5,
+ 0xeb, 0xcb, 0x0c, 0xf4, 0x4a, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+ 0x10, 0x00, 0x00, 0x00, 0x75, 0x1c, 0x11, 0xe1, 0x0c, 0x81, 0xa5, 0x42,
+ 0xfe, 0xd5, 0xd4, 0xb2, 0x61, 0x78, 0x19, 0xdf, 0x66, 0xff, 0xff, 0xff,
+ 0x04, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x77, 0x0b, 0x00, 0x00, 0x53, 0xf6, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00,
+ 0x77, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0xd3, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x72, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x2f, 0x07, 0x00, 0x00,
+ 0x67, 0xf5, 0xff, 0xff, 0x34, 0xf0, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00,
+ 0xb2, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0xb5, 0x04, 0x00, 0x00, 0x78, 0x0a, 0x00, 0x00,
+ 0x2d, 0x06, 0x00, 0x00, 0x71, 0xf8, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00,
+ 0x9a, 0x0a, 0x00, 0x00, 0xfe, 0xf7, 0xff, 0xff, 0x0e, 0x05, 0x00, 0x00,
+ 0xd4, 0x09, 0x00, 0x00, 0x47, 0xfe, 0xff, 0xff, 0xb6, 0x04, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0xac, 0xf7, 0xff, 0xff, 0x4b, 0xf9, 0xff, 0xff,
+ 0x4a, 0x05, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00,
+ 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x8c, 0xef, 0xff, 0xff, 0x84, 0xff, 0xff, 0xff, 0x88, 0xff, 0xff, 0xff,
+ 0x0f, 0x00, 0x00, 0x00, 0x4d, 0x4c, 0x49, 0x52, 0x20, 0x43, 0x6f, 0x6e,
+ 0x76, 0x65, 0x72, 0x74, 0x65, 0x64, 0x2e, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
+ 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00,
+ 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0xdc, 0x00, 0x00, 0x00,
+ 0xe0, 0x00, 0x00, 0x00, 0xe4, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+ 0x84, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x96, 0xff, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08,
+ 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0xca, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x08, 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+ 0xba, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x01, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+ 0x05, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+ 0x16, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x04, 0x00,
+ 0x0e, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08,
+ 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
+ 0x08, 0x00, 0x07, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01,
+ 0x01, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x4c, 0x04, 0x00, 0x00,
+ 0xd0, 0x03, 0x00, 0x00, 0x68, 0x03, 0x00, 0x00, 0x0c, 0x03, 0x00, 0x00,
+ 0x98, 0x02, 0x00, 0x00, 0x24, 0x02, 0x00, 0x00, 0xb0, 0x01, 0x00, 0x00,
+ 0x24, 0x01, 0x00, 0x00, 0x98, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0xf0, 0xfb, 0xff, 0xff, 0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x54, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
+ 0x6c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff,
+ 0x01, 0x00, 0x00, 0x00, 0xdc, 0xfb, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+ 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x4a, 0xce, 0x0a, 0x3c, 0x01, 0x00, 0x00, 0x00,
+ 0x34, 0x84, 0x85, 0x3f, 0x01, 0x00, 0x00, 0x00, 0xc5, 0x02, 0x8f, 0xbf,
+ 0x1e, 0x00, 0x00, 0x00, 0x53, 0x74, 0x61, 0x74, 0x65, 0x66, 0x75, 0x6c,
+ 0x50, 0x61, 0x72, 0x74, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x65, 0x64, 0x43,
+ 0x61, 0x6c, 0x6c, 0x3a, 0x30, 0x5f, 0x69, 0x6e, 0x74, 0x38, 0x00, 0x00,
+ 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x80, 0xfc, 0xff, 0xff, 0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x54, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
+ 0x64, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff,
+ 0x10, 0x00, 0x00, 0x00, 0x6c, 0xfc, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+ 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x80, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
+ 0x01, 0x00, 0x00, 0x00, 0x93, 0xd0, 0xc0, 0x3b, 0x01, 0x00, 0x00, 0x00,
+ 0xc2, 0x0f, 0xc0, 0x3f, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x14, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e, 0x66, 0x75, 0x6c, 0x6c,
+ 0x79, 0x5f, 0x63, 0x6f, 0x6e, 0x6e, 0x65, 0x63, 0x74, 0x65, 0x64, 0x31,
+ 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x10, 0x00, 0x00, 0x00, 0x08, 0xfd, 0xff, 0xff, 0x18, 0x00, 0x00, 0x00,
+ 0x20, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x09, 0x64, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0xff, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0xf4, 0xfc, 0xff, 0xff,
+ 0x10, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x24, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x80, 0xff, 0xff, 0xff,
+ 0xff, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0xe0, 0xdb, 0x47, 0x3c, 0x01, 0x00, 0x00, 0x00, 0x04, 0x14, 0x47, 0x40,
+ 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00,
+ 0x74, 0x66, 0x6c, 0x2e, 0x66, 0x75, 0x6c, 0x6c, 0x79, 0x5f, 0x63, 0x6f,
+ 0x6e, 0x6e, 0x65, 0x63, 0x74, 0x65, 0x64, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x02, 0xfe, 0xff, 0xff,
+ 0x14, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x09, 0x50, 0x00, 0x00, 0x00, 0x6c, 0xfd, 0xff, 0xff,
+ 0x10, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+ 0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xfb, 0x4b, 0x0b, 0x3c,
+ 0x01, 0x00, 0x00, 0x00, 0x40, 0x84, 0x4b, 0x3f, 0x01, 0x00, 0x00, 0x00,
+ 0x63, 0x35, 0x8a, 0xbf, 0x0d, 0x00, 0x00, 0x00, 0x73, 0x74, 0x64, 0x2e,
+ 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x32, 0x00, 0x00, 0x00,
+ 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0x72, 0xfe, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00,
+ 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0x50, 0x00, 0x00, 0x00,
+ 0xdc, 0xfd, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+ 0x1c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x60, 0x01, 0x4f, 0x3c, 0x01, 0x00, 0x00, 0x00, 0x47, 0x6d, 0xb3, 0x3f,
+ 0x01, 0x00, 0x00, 0x00, 0x5d, 0x63, 0xcd, 0xbf, 0x0d, 0x00, 0x00, 0x00,
+ 0x73, 0x74, 0x64, 0x2e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74,
+ 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0x10, 0x00, 0x00, 0x00, 0xe2, 0xfe, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00,
+ 0x48, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
+ 0x50, 0x00, 0x00, 0x00, 0x4c, 0xfe, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+ 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0xd5, 0x6b, 0x8a, 0x3b, 0x01, 0x00, 0x00, 0x00,
+ 0xab, 0x49, 0x01, 0x3f, 0x01, 0x00, 0x00, 0x00, 0xfd, 0x56, 0x09, 0xbf,
+ 0x0c, 0x00, 0x00, 0x00, 0x73, 0x74, 0x64, 0x2e, 0x63, 0x6f, 0x6e, 0x73,
+ 0x74, 0x61, 0x6e, 0x74, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x52, 0xff, 0xff, 0xff,
+ 0x14, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x02, 0x3c, 0x00, 0x00, 0x00, 0x44, 0xff, 0xff, 0xff,
+ 0x08, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x28, 0xb3, 0xd9, 0x38, 0x0c, 0x00, 0x00, 0x00,
+ 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x32, 0x2f, 0x62, 0x69, 0x61, 0x73,
+ 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0xaa, 0xff, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x38, 0x00, 0x00, 0x00,
+ 0x9c, 0xff, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0xdd, 0x9b, 0x21, 0x39, 0x0c, 0x00, 0x00, 0x00,
+ 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x33, 0x2f, 0x62, 0x69, 0x61, 0x73,
+ 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00,
+ 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x40, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+ 0x48, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+ 0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0xf4, 0xd4, 0x51, 0x38, 0x0c, 0x00, 0x00, 0x00, 0x64, 0x65, 0x6e, 0x73,
+ 0x65, 0x5f, 0x34, 0x2f, 0x62, 0x69, 0x61, 0x73, 0x00, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x1c, 0x00,
+ 0x18, 0x00, 0x17, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+ 0x2c, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x09, 0x84, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0xff, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00,
+ 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+ 0x10, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x24, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x80, 0xff, 0xff, 0xff,
+ 0xff, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x5d, 0x4f, 0xc9, 0x3c, 0x01, 0x00, 0x00, 0x00, 0x0e, 0x86, 0xc8, 0x40,
+ 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+ 0x73, 0x65, 0x72, 0x76, 0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61,
+ 0x75, 0x6c, 0x74, 0x5f, 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x32, 0x5f,
+ 0x69, 0x6e, 0x70, 0x75, 0x74, 0x3a, 0x30, 0x5f, 0x69, 0x6e, 0x74, 0x38,
+ 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00,
+ 0x24, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xd8, 0xff, 0xff, 0xff,
+ 0x06, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06,
+ 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x72, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x72,
+ 0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x09};
+const int g_model_len = 2488;
diff --git a/libraries/TFLiteMicro/examples/hello_world/model.h b/libraries/TFLiteMicro/examples/hello_world/model.h
new file mode 100644
index 00000000000..488f47b3afd
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/model.h
@@ -0,0 +1,31 @@
+/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+// Automatically created from a TensorFlow Lite flatbuffer using the command:
+// xxd -i model.tflite > model.cc
+
+// This is a standard TensorFlow Lite model file that has been converted into a
+// C data array, so it can be easily compiled into a binary for devices that
+// don't have a file system.
+
+// See train/README.md for a full description of the creation process.
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_MODEL_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_MODEL_H_
+
+extern const unsigned char g_model[];
+extern const int g_model_len;
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_MODEL_H_
diff --git a/libraries/TFLiteMicro/examples/hello_world/output_handler.cpp b/libraries/TFLiteMicro/examples/hello_world/output_handler.cpp
new file mode 100644
index 00000000000..0d5f80ee202
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/output_handler.cpp
@@ -0,0 +1,23 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "output_handler.h"
+#include "tensorflow/lite/micro/micro_log.h"
+
+void HandleOutput(float x_value, float y_value) {
+ // Log the current X and Y values
+ MicroPrintf("x_value: %f, y_value: %f\n", static_cast<double>(x_value),
+ static_cast<double>(y_value));
+}
diff --git a/libraries/TFLiteMicro/examples/hello_world/output_handler.h b/libraries/TFLiteMicro/examples/hello_world/output_handler.h
new file mode 100644
index 00000000000..a16846043b3
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/hello_world/output_handler.h
@@ -0,0 +1,24 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_OUTPUT_HANDLER_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_OUTPUT_HANDLER_H_
+
+#include "tensorflow/lite/c/common.h"
+
+// Called by the main loop to produce some output based on the x and y values
+void HandleOutput(float x_value, float y_value);
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_HELLO_WORLD_OUTPUT_HANDLER_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/README.md b/libraries/TFLiteMicro/examples/micro_speech/README.md
new file mode 100644
index 00000000000..ed293bf2e06
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/README.md
@@ -0,0 +1,22 @@
+# Micro Speech Example
+
+This example shows how to run a 20 kB model that can recognize 2 keywords,
+"yes" and "no", from speech data.
+
+The application listens to its surroundings with a microphone and indicates
+when it has detected a word by displaying data on a screen.
+
+## Deploy to ESP32
+
+The sample has been tested on ESP-IDF version `release/v4.2` and `release/v4.4` with the following devices:
+- [ESP32-DevKitC](http://esp-idf.readthedocs.io/en/latest/get-started/get-started-devkitc.html)
+- [ESP32-S3-DevKitC](https://docs.espressif.com/projects/esp-idf/en/latest/esp32s3/hw-reference/esp32s3/user-guide-devkitc-1.html)
+- [ESP-EYE](https://github.com/espressif/esp-who/blob/master/docs/en/get-started/ESP-EYE_Getting_Started_Guide.md)
+
+### Sample output
+
+ * When a keyword is detected you will see following output sample output on the log screen:
+
+```
+Heard yes (<score>) at <time>
+```
diff --git a/libraries/TFLiteMicro/examples/micro_speech/audio_provider.cpp b/libraries/TFLiteMicro/examples/micro_speech/audio_provider.cpp
new file mode 100644
index 00000000000..a1f8c75c4ee
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/audio_provider.cpp
@@ -0,0 +1,198 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "audio_provider.h"
+
+#include <cstdlib>
+#include <cstring>
+
+// FreeRTOS.h must be included before some of the following dependencies.
+// Solves b/150260343.
+// clang-format off
+#include "freertos/FreeRTOS.h"
+// clang-format on
+
+#include "driver/i2s.h"
+#include "esp_log.h"
+#include "esp_spi_flash.h"
+#include "esp_system.h"
+#include "esp_timer.h"
+#include "freertos/task.h"
+#include "ringbuf.h"
+#include "micro_model_settings.h"
+
+using namespace std;
+
+#define NO_I2S_SUPPORT CONFIG_IDF_TARGET_ESP32C2 || \
+ (CONFIG_IDF_TARGET_ESP32C3 \
+ && (ESP_IDF_VERSION < ESP_IDF_VERSION_VAL(4, 4, 0)))
+
+static const char* TAG = "TF_LITE_AUDIO_PROVIDER";
+/* ringbuffer to hold the incoming audio data */
+ringbuf_t* g_audio_capture_buffer;
+volatile int32_t g_latest_audio_timestamp = 0;
+/* model requires 20ms new data from g_audio_capture_buffer and 10ms old data
+ * each time , storing old data in the histrory buffer , {
+ * history_samples_to_keep = 10 * 16 } */
+constexpr int32_t history_samples_to_keep =
+ ((kFeatureSliceDurationMs - kFeatureSliceStrideMs) *
+ (kAudioSampleFrequency / 1000));
+/* new samples to get each time from ringbuffer, { new_samples_to_get = 20 * 16
+ * } */
+constexpr int32_t new_samples_to_get =
+ (kFeatureSliceStrideMs * (kAudioSampleFrequency / 1000));
+
+namespace {
+int16_t g_audio_output_buffer[kMaxAudioSampleSize];
+bool g_is_audio_initialized = false;
+int16_t g_history_buffer[history_samples_to_keep];
+} // namespace
+
+const int32_t kAudioCaptureBufferSize = 80000;
+const int32_t i2s_bytes_to_read = 3200;
+
+#if NO_I2S_SUPPORT
+ // nothing to be done here
+#else
+static void i2s_init(void) {
+ // Start listening for audio: MONO @ 16KHz
+ i2s_config_t i2s_config = {
+ .mode = (i2s_mode_t)(I2S_MODE_MASTER | I2S_MODE_RX | I2S_MODE_TX),
+ .sample_rate = 16000,
+ .bits_per_sample = (i2s_bits_per_sample_t)16,
+ .channel_format = I2S_CHANNEL_FMT_ONLY_LEFT,
+ .communication_format = I2S_COMM_FORMAT_I2S,
+ .intr_alloc_flags = 0,
+ .dma_buf_count = 3,
+ .dma_buf_len = 300,
+ .use_apll = false,
+ .tx_desc_auto_clear = false,
+ .fixed_mclk = -1,
+ };
+ i2s_pin_config_t pin_config = {
+ .bck_io_num = 26, // IIS_SCLK
+ .ws_io_num = 32, // IIS_LCLK
+ .data_out_num = -1, // IIS_DSIN
+ .data_in_num = 33, // IIS_DOUT
+ };
+ esp_err_t ret = 0;
+ ret = i2s_driver_install((i2s_port_t)1, &i2s_config, 0, NULL);
+ if (ret != ESP_OK) {
+ ESP_LOGE(TAG, "Error in i2s_driver_install");
+ }
+ ret = i2s_set_pin((i2s_port_t)1, &pin_config);
+ if (ret != ESP_OK) {
+ ESP_LOGE(TAG, "Error in i2s_set_pin");
+ }
+
+ ret = i2s_zero_dma_buffer((i2s_port_t)1);
+ if (ret != ESP_OK) {
+ ESP_LOGE(TAG, "Error in initializing dma buffer with 0");
+ }
+}
+#endif
+
+static void CaptureSamples(void* arg) {
+#if NO_I2S_SUPPORT
+ ESP_LOGE(TAG, "i2s support not available on C3 chip for IDF < 4.4.0");
+ return;
+#else
+ size_t bytes_read = i2s_bytes_to_read;
+ uint8_t i2s_read_buffer[i2s_bytes_to_read] = {};
+ i2s_init();
+ while (1) {
+ /* read 100ms data at once from i2s */
+ i2s_read((i2s_port_t)1, (void*)i2s_read_buffer, i2s_bytes_to_read,
+ &bytes_read, pdMS_TO_TICKS(100));
+ if (bytes_read <= 0) {
+ ESP_LOGE(TAG, "Error in I2S read : %d", bytes_read);
+ } else {
+ if (bytes_read < i2s_bytes_to_read) {
+ ESP_LOGW(TAG, "Partial I2S read");
+ }
+ /* write bytes read by i2s into ring buffer */
+ int bytes_written = rb_write(g_audio_capture_buffer,
+ (uint8_t*)i2s_read_buffer, bytes_read, pdMS_TO_TICKS(100));
+ /* update the timestamp (in ms) to let the model know that new data has
+ * arrived */
+ g_latest_audio_timestamp = g_latest_audio_timestamp +
+ ((1000 * (bytes_written / 2)) / kAudioSampleFrequency);
+ if (bytes_written <= 0) {
+ ESP_LOGE(TAG, "Could Not Write in Ring Buffer: %d ", bytes_written);
+ } else if (bytes_written < bytes_read) {
+ ESP_LOGW(TAG, "Partial Write");
+ }
+ }
+ }
+#endif
+ vTaskDelete(NULL);
+}
+
+TfLiteStatus InitAudioRecording() {
+ g_audio_capture_buffer = rb_init("tf_ringbuffer", kAudioCaptureBufferSize);
+ if (!g_audio_capture_buffer) {
+ ESP_LOGE(TAG, "Error creating ring buffer");
+ return kTfLiteError;
+ }
+ /* create CaptureSamples Task which will get the i2s_data from mic and fill it
+ * in the ring buffer */
+ xTaskCreate(CaptureSamples, "CaptureSamples", 1024 * 32, NULL, 10, NULL);
+ while (!g_latest_audio_timestamp) {
+ vTaskDelay(1); // one tick delay to avoid watchdog
+ }
+ ESP_LOGI(TAG, "Audio Recording started");
+ return kTfLiteOk;
+}
+
+TfLiteStatus GetAudioSamples(int start_ms, int duration_ms,
+ int* audio_samples_size, int16_t** audio_samples) {
+ if (!g_is_audio_initialized) {
+ TfLiteStatus init_status = InitAudioRecording();
+ if (init_status != kTfLiteOk) {
+ return init_status;
+ }
+ g_is_audio_initialized = true;
+ }
+ /* copy 160 samples (320 bytes) into output_buff from history */
+ memcpy((void*)(g_audio_output_buffer), (void*)(g_history_buffer),
+ history_samples_to_keep * sizeof(int16_t));
+
+ /* copy 320 samples (640 bytes) from rb at ( int16_t*(g_audio_output_buffer) +
+ * 160 ), first 160 samples (320 bytes) will be from history */
+ int bytes_read =
+ rb_read(g_audio_capture_buffer,
+ ((uint8_t*)(g_audio_output_buffer + history_samples_to_keep)),
+ new_samples_to_get * sizeof(int16_t), pdMS_TO_TICKS(100));
+ if (bytes_read < 0) {
+ ESP_LOGE(TAG, " Model Could not read data from Ring Buffer");
+ } else if (bytes_read < new_samples_to_get * sizeof(int16_t)) {
+ ESP_LOGD(TAG, "RB FILLED RIGHT NOW IS %d",
+ rb_filled(g_audio_capture_buffer));
+ ESP_LOGD(TAG, " Partial Read of Data by Model ");
+ ESP_LOGV(TAG, " Could only read %d bytes when required %d bytes ",
+ bytes_read, (int) (new_samples_to_get * sizeof(int16_t)));
+ }
+
+ /* copy 320 bytes from output_buff into history */
+ memcpy((void*)(g_history_buffer),
+ (void*)(g_audio_output_buffer + new_samples_to_get),
+ history_samples_to_keep * sizeof(int16_t));
+
+ *audio_samples_size = kMaxAudioSampleSize;
+ *audio_samples = g_audio_output_buffer;
+ return kTfLiteOk;
+}
+
+int32_t LatestAudioTimestamp() { return g_latest_audio_timestamp; }
diff --git a/libraries/TFLiteMicro/examples/micro_speech/audio_provider.h b/libraries/TFLiteMicro/examples/micro_speech/audio_provider.h
new file mode 100644
index 00000000000..d3aab2cf051
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/audio_provider.h
@@ -0,0 +1,44 @@
+/* Copyright 2018 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_AUDIO_PROVIDER_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_AUDIO_PROVIDER_H_
+
+#include "tensorflow/lite/c/common.h"
+
+// This is an abstraction around an audio source like a microphone, and is
+// expected to return 16-bit PCM sample data for a given point in time. The
+// sample data itself should be used as quickly as possible by the caller, since
+// to allow memory optimizations there are no guarantees that the samples won't
+// be overwritten by new data in the future. In practice, implementations should
+// ensure that there's a reasonable time allowed for clients to access the data
+// before any reuse.
+// The reference implementation can have no platform-specific dependencies, so
+// it just returns an array filled with zeros. For real applications, you should
+// ensure there's a specialized implementation that accesses hardware APIs.
+TfLiteStatus GetAudioSamples(int start_ms, int duration_ms,
+ int* audio_samples_size, int16_t** audio_samples);
+
+// Returns the time that audio data was last captured in milliseconds. There's
+// no contract about what time zero represents, the accuracy, or the granularity
+// of the result. Subsequent calls will generally not return a lower value, but
+// even that's not guaranteed if there's an overflow wraparound.
+// The reference implementation of this function just returns a constantly
+// incrementing value for each call, since it would need a non-portable platform
+// call to access time information. For real applications, you'll need to write
+// your own platform-specific implementation.
+int32_t LatestAudioTimestamp();
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_AUDIO_PROVIDER_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/command_responder.cpp b/libraries/TFLiteMicro/examples/micro_speech/command_responder.cpp
new file mode 100644
index 00000000000..ddf2b97d52c
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/command_responder.cpp
@@ -0,0 +1,27 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "command_responder.h"
+#include "tensorflow/lite/micro/micro_log.h"
+
+// The default implementation writes out the name of the recognized command
+// to the error console. Real applications will want to take some custom
+// action instead, and should implement their own versions of this function.
+void RespondToCommand(int32_t current_time, const char* found_command,
+ uint8_t score, bool is_new_command) {
+ if (is_new_command) {
+ MicroPrintf("Heard %s (%d) @%dms", found_command, score, current_time);
+ }
+}
diff --git a/libraries/TFLiteMicro/examples/micro_speech/command_responder.h b/libraries/TFLiteMicro/examples/micro_speech/command_responder.h
new file mode 100644
index 00000000000..a1acb990d35
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/command_responder.h
@@ -0,0 +1,30 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+// Provides an interface to take an action based on an audio command.
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_COMMAND_RESPONDER_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_COMMAND_RESPONDER_H_
+
+#include "tensorflow/lite/c/common.h"
+
+// Called every time the results of an audio recognition run are available. The
+// human-readable name of any recognized command is in the `found_command`
+// argument, `score` has the numerical confidence, and `is_new_command` is set
+// if the previous command was different to this one.
+void RespondToCommand(int32_t current_time, const char* found_command,
+ uint8_t score, bool is_new_command);
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_COMMAND_RESPONDER_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/feature_provider.cpp b/libraries/TFLiteMicro/examples/micro_speech/feature_provider.cpp
new file mode 100644
index 00000000000..1e698f8befa
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/feature_provider.cpp
@@ -0,0 +1,118 @@
+/* Copyright 2018 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "feature_provider.h"
+
+#include "audio_provider.h"
+#include "micro_features_generator.h"
+#include "micro_model_settings.h"
+#include "tensorflow/lite/micro/micro_log.h"
+
+FeatureProvider::FeatureProvider(int feature_size, int8_t* feature_data)
+ : feature_size_(feature_size),
+ feature_data_(feature_data),
+ is_first_run_(true) {
+ // Initialize the feature data to default values.
+ for (int n = 0; n < feature_size_; ++n) {
+ feature_data_[n] = 0;
+ }
+}
+
+FeatureProvider::~FeatureProvider() {}
+
+TfLiteStatus FeatureProvider::PopulateFeatureData(
+ int32_t last_time_in_ms, int32_t time_in_ms, int* how_many_new_slices) {
+ if (feature_size_ != kFeatureElementCount) {
+ MicroPrintf("Requested feature_data_ size %d doesn't match %d",
+ feature_size_, kFeatureElementCount);
+ return kTfLiteError;
+ }
+
+ // Quantize the time into steps as long as each window stride, so we can
+ // figure out which audio data we need to fetch.
+ const int last_step = (last_time_in_ms / kFeatureSliceStrideMs);
+ const int current_step = (time_in_ms / kFeatureSliceStrideMs);
+
+ int slices_needed = current_step - last_step;
+ // If this is the first call, make sure we don't use any cached information.
+ if (is_first_run_) {
+ TfLiteStatus init_status = InitializeMicroFeatures();
+ if (init_status != kTfLiteOk) {
+ return init_status;
+ }
+ is_first_run_ = false;
+ slices_needed = kFeatureSliceCount;
+ }
+ if (slices_needed > kFeatureSliceCount) {
+ slices_needed = kFeatureSliceCount;
+ }
+ *how_many_new_slices = slices_needed;
+
+ const int slices_to_keep = kFeatureSliceCount - slices_needed;
+ const int slices_to_drop = kFeatureSliceCount - slices_to_keep;
+ // If we can avoid recalculating some slices, just move the existing data
+ // up in the spectrogram, to perform something like this:
+ // last time = 80ms current time = 120ms
+ // +-----------+ +-----------+
+ // | data@20ms | --> | data@60ms |
+ // +-----------+ -- +-----------+
+ // | data@40ms | -- --> | data@80ms |
+ // +-----------+ -- -- +-----------+
+ // | data@60ms | -- -- | <empty> |
+ // +-----------+ -- +-----------+
+ // | data@80ms | -- | <empty> |
+ // +-----------+ +-----------+
+ if (slices_to_keep > 0) {
+ for (int dest_slice = 0; dest_slice < slices_to_keep; ++dest_slice) {
+ int8_t* dest_slice_data =
+ feature_data_ + (dest_slice * kFeatureSliceSize);
+ const int src_slice = dest_slice + slices_to_drop;
+ const int8_t* src_slice_data =
+ feature_data_ + (src_slice * kFeatureSliceSize);
+ for (int i = 0; i < kFeatureSliceSize; ++i) {
+ dest_slice_data[i] = src_slice_data[i];
+ }
+ }
+ }
+ // Any slices that need to be filled in with feature data have their
+ // appropriate audio data pulled, and features calculated for that slice.
+ if (slices_needed > 0) {
+ for (int new_slice = slices_to_keep; new_slice < kFeatureSliceCount;
+ ++new_slice) {
+ const int new_step = (current_step - kFeatureSliceCount + 1) + new_slice;
+ const int32_t slice_start_ms = (new_step * kFeatureSliceStrideMs);
+ int16_t* audio_samples = nullptr;
+ int audio_samples_size = 0;
+ // TODO(petewarden): Fix bug that leads to non-zero slice_start_ms
+ GetAudioSamples((slice_start_ms > 0 ? slice_start_ms : 0),
+ kFeatureSliceDurationMs, &audio_samples_size,
+ &audio_samples);
+ if (audio_samples_size < kMaxAudioSampleSize) {
+ MicroPrintf("Audio data size %d too small, want %d",
+ audio_samples_size, kMaxAudioSampleSize);
+ return kTfLiteError;
+ }
+ int8_t* new_slice_data = feature_data_ + (new_slice * kFeatureSliceSize);
+ size_t num_samples_read;
+ TfLiteStatus generate_status = GenerateMicroFeatures(
+ audio_samples, audio_samples_size, kFeatureSliceSize,
+ new_slice_data, &num_samples_read);
+ if (generate_status != kTfLiteOk) {
+ return generate_status;
+ }
+ }
+ }
+ return kTfLiteOk;
+}
diff --git a/libraries/TFLiteMicro/examples/micro_speech/feature_provider.h b/libraries/TFLiteMicro/examples/micro_speech/feature_provider.h
new file mode 100644
index 00000000000..2a2ef8f4b31
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/feature_provider.h
@@ -0,0 +1,50 @@
+/* Copyright 2018 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_FEATURE_PROVIDER_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_FEATURE_PROVIDER_H_
+
+#include "tensorflow/lite/c/common.h"
+
+// Binds itself to an area of memory intended to hold the input features for an
+// audio-recognition neural network model, and fills that data area with the
+// features representing the current audio input, for example from a microphone.
+// The audio features themselves are a two-dimensional array, made up of
+// horizontal slices representing the frequencies at one point in time, stacked
+// on top of each other to form a spectrogram showing how those frequencies
+// changed over time.
+class FeatureProvider {
+ public:
+ // Create the provider, and bind it to an area of memory. This memory should
+ // remain accessible for the lifetime of the provider object, since subsequent
+ // calls will fill it with feature data. The provider does no memory
+ // management of this data.
+ FeatureProvider(int feature_size, int8_t* feature_data);
+ ~FeatureProvider();
+
+ // Fills the feature data with information from audio inputs, and returns how
+ // many feature slices were updated.
+ TfLiteStatus PopulateFeatureData(int32_t last_time_in_ms, int32_t time_in_ms,
+ int* how_many_new_slices);
+
+ private:
+ int feature_size_;
+ int8_t* feature_data_;
+ // Make sure we don't try to use cached information if this is the first call
+ // into the provider.
+ bool is_first_run_;
+};
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_FEATURE_PROVIDER_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/micro_features_generator.cpp b/libraries/TFLiteMicro/examples/micro_speech/micro_features_generator.cpp
new file mode 100644
index 00000000000..4f3f06ce95f
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/micro_features_generator.cpp
@@ -0,0 +1,116 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "micro_features_generator.h"
+
+#include <cmath>
+#include <cstring>
+
+#include "tensorflow/lite/experimental/microfrontend/lib/frontend.h"
+#include "tensorflow/lite/experimental/microfrontend/lib/frontend_util.h"
+#include "tensorflow/lite/micro/micro_log.h"
+#include "micro_model_settings.h"
+
+// Configure FFT to output 16 bit fixed point.
+#define FIXED_POINT 16
+
+namespace {
+
+FrontendState g_micro_features_state;
+bool g_is_first_time = true;
+
+} // namespace
+
+TfLiteStatus InitializeMicroFeatures() {
+ FrontendConfig config;
+ config.window.size_ms = kFeatureSliceDurationMs;
+ config.window.step_size_ms = kFeatureSliceStrideMs;
+ config.noise_reduction.smoothing_bits = 10;
+ config.filterbank.num_channels = kFeatureSliceSize;
+ config.filterbank.lower_band_limit = 125.0;
+ config.filterbank.upper_band_limit = 7500.0;
+ config.noise_reduction.smoothing_bits = 10;
+ config.noise_reduction.even_smoothing = 0.025;
+ config.noise_reduction.odd_smoothing = 0.06;
+ config.noise_reduction.min_signal_remaining = 0.05;
+ config.pcan_gain_control.enable_pcan = 1;
+ config.pcan_gain_control.strength = 0.95;
+ config.pcan_gain_control.offset = 80.0;
+ config.pcan_gain_control.gain_bits = 21;
+ config.log_scale.enable_log = 1;
+ config.log_scale.scale_shift = 6;
+ if (!FrontendPopulateState(&config, &g_micro_features_state,
+ kAudioSampleFrequency)) {
+ MicroPrintf("FrontendPopulateState() failed");
+ return kTfLiteError;
+ }
+ g_is_first_time = true;
+ return kTfLiteOk;
+}
+
+// This is not exposed in any header, and is only used for testing, to ensure
+// that the state is correctly set up before generating results.
+void SetMicroFeaturesNoiseEstimates(const uint32_t* estimate_presets) {
+ for (int i = 0; i < g_micro_features_state.filterbank.num_channels; ++i) {
+ g_micro_features_state.noise_reduction.estimate[i] = estimate_presets[i];
+ }
+}
+
+TfLiteStatus GenerateMicroFeatures(const int16_t* input, int input_size,
+ int output_size, int8_t* output,
+ size_t* num_samples_read) {
+ const int16_t* frontend_input;
+ if (g_is_first_time) {
+ frontend_input = input;
+ g_is_first_time = false;
+ } else {
+ frontend_input = input + 160;
+ }
+ FrontendOutput frontend_output = FrontendProcessSamples(
+ &g_micro_features_state, frontend_input, input_size, num_samples_read);
+
+ for (size_t i = 0; i < frontend_output.size; ++i) {
+ // These scaling values are derived from those used in input_data.py in the
+ // training pipeline.
+ // The feature pipeline outputs 16-bit signed integers in roughly a 0 to 670
+ // range. In training, these are then arbitrarily divided by 25.6 to get
+ // float values in the rough range of 0.0 to 26.0. This scaling is performed
+ // for historical reasons, to match up with the output of other feature
+ // generators.
+ // The process is then further complicated when we quantize the model. This
+ // means we have to scale the 0.0 to 26.0 real values to the -128 to 127
+ // signed integer numbers.
+ // All this means that to get matching values from our integer feature
+ // output into the tensor input, we have to perform:
+ // input = (((feature / 25.6) / 26.0) * 256) - 128
+ // To simplify this and perform it in 32-bit integer math, we rearrange to:
+ // input = (feature * 256) / (25.6 * 26.0) - 128
+ constexpr int32_t value_scale = 256;
+ constexpr int32_t value_div = static_cast<int32_t>((25.6f * 26.0f) + 0.5f);
+ int32_t value =
+ ((frontend_output.values[i] * value_scale) + (value_div / 2)) /
+ value_div;
+ value -= 128;
+ if (value < -128) {
+ value = -128;
+ }
+ if (value > 127) {
+ value = 127;
+ }
+ output[i] = value;
+ }
+
+ return kTfLiteOk;
+}
diff --git a/libraries/TFLiteMicro/examples/micro_speech/micro_features_generator.h b/libraries/TFLiteMicro/examples/micro_speech/micro_features_generator.h
new file mode 100644
index 00000000000..7ee0d2b46c0
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/micro_features_generator.h
@@ -0,0 +1,30 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MICRO_FEATURES_GENERATOR_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MICRO_FEATURES_GENERATOR_H_
+
+#include "tensorflow/lite/c/common.h"
+
+// Sets up any resources needed for the feature generation pipeline.
+TfLiteStatus InitializeMicroFeatures();
+
+// Converts audio sample data into a more compact form that's appropriate for
+// feeding into a neural network.
+TfLiteStatus GenerateMicroFeatures(const int16_t* input, int input_size,
+ int output_size, int8_t* output,
+ size_t* num_samples_read);
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MICRO_FEATURES_GENERATOR_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/micro_model_settings.cpp b/libraries/TFLiteMicro/examples/micro_speech/micro_model_settings.cpp
new file mode 100644
index 00000000000..8cc02f6543a
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/micro_model_settings.cpp
@@ -0,0 +1,23 @@
+/* Copyright 2018 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "micro_model_settings.h"
+
+const char* kCategoryLabels[kCategoryCount] = {
+ "silence",
+ "unknown",
+ "yes",
+ "no",
+};
diff --git a/libraries/TFLiteMicro/examples/micro_speech/micro_model_settings.h b/libraries/TFLiteMicro/examples/micro_speech/micro_model_settings.h
new file mode 100644
index 00000000000..e542213e8d1
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/micro_model_settings.h
@@ -0,0 +1,43 @@
+/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MICRO_MODEL_SETTINGS_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MICRO_MODEL_SETTINGS_H_
+
+// Keeping these as constant expressions allow us to allocate fixed-sized arrays
+// on the stack for our working memory.
+
+// The size of the input time series data we pass to the FFT to produce the
+// frequency information. This has to be a power of two, and since we're dealing
+// with 30ms of 16KHz inputs, which means 480 samples, this is the next value.
+constexpr int kMaxAudioSampleSize = 512;
+constexpr int kAudioSampleFrequency = 16000;
+
+// The following values are derived from values used during model training.
+// If you change the way you preprocess the input, update all these constants.
+constexpr int kFeatureSliceSize = 40;
+constexpr int kFeatureSliceCount = 49;
+constexpr int kFeatureElementCount = (kFeatureSliceSize * kFeatureSliceCount);
+constexpr int kFeatureSliceStrideMs = 20;
+constexpr int kFeatureSliceDurationMs = 30;
+
+// Variables for the model's output categories.
+constexpr int kSilenceIndex = 0;
+constexpr int kUnknownIndex = 1;
+// If you modify the output categories, you need to update the following values.
+constexpr int kCategoryCount = 4;
+extern const char* kCategoryLabels[kCategoryCount];
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MICRO_MODEL_SETTINGS_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/micro_speech.ino b/libraries/TFLiteMicro/examples/micro_speech/micro_speech.ino
new file mode 100644
index 00000000000..6bedf4b793a
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/micro_speech.ino
@@ -0,0 +1,161 @@
+/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "audio_provider.h"
+#include "command_responder.h"
+#include "feature_provider.h"
+#include "micro_model_settings.h"
+#include "model.h"
+#include "recognize_commands.h"
+#include "tensorflow/lite/micro/micro_interpreter.h"
+#include "tensorflow/lite/micro/micro_log.h"
+#include "tensorflow/lite/micro/micro_mutable_op_resolver.h"
+#include "tensorflow/lite/micro/system_setup.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+
+// Globals, used for compatibility with Arduino-style sketches.
+namespace {
+const tflite::Model* model = nullptr;
+tflite::MicroInterpreter* interpreter = nullptr;
+TfLiteTensor* model_input = nullptr;
+FeatureProvider* feature_provider = nullptr;
+RecognizeCommands* recognizer = nullptr;
+int32_t previous_time = 0;
+
+// Create an area of memory to use for input, output, and intermediate arrays.
+// The size of this will depend on the model you're using, and may need to be
+// determined by experimentation.
+constexpr int kTensorArenaSize = 30 * 1024;
+uint8_t tensor_arena[kTensorArenaSize];
+int8_t feature_buffer[kFeatureElementCount];
+int8_t* model_input_buffer = nullptr;
+} // namespace
+
+// The name of this function is important for Arduino compatibility.
+void setup() {
+ // Map the model into a usable data structure. This doesn't involve any
+ // copying or parsing, it's a very lightweight operation.
+ model = tflite::GetModel(g_model);
+ if (model->version() != TFLITE_SCHEMA_VERSION) {
+ MicroPrintf("Model provided is schema version %d not equal to supported "
+ "version %d.", model->version(), TFLITE_SCHEMA_VERSION);
+ return;
+ }
+
+ // Pull in only the operation implementations we need.
+ // This relies on a complete list of all the ops needed by this graph.
+ // An easier approach is to just use the AllOpsResolver, but this will
+ // incur some penalty in code space for op implementations that are not
+ // needed by this graph.
+ //
+ // tflite::AllOpsResolver resolver;
+ // NOLINTNEXTLINE(runtime-global-variables)
+ static tflite::MicroMutableOpResolver<4> micro_op_resolver;
+ if (micro_op_resolver.AddDepthwiseConv2D() != kTfLiteOk) {
+ return;
+ }
+ if (micro_op_resolver.AddFullyConnected() != kTfLiteOk) {
+ return;
+ }
+ if (micro_op_resolver.AddSoftmax() != kTfLiteOk) {
+ return;
+ }
+ if (micro_op_resolver.AddReshape() != kTfLiteOk) {
+ return;
+ }
+
+ // Build an interpreter to run the model with.
+ static tflite::MicroInterpreter static_interpreter(
+ model, micro_op_resolver, tensor_arena, kTensorArenaSize);
+ interpreter = &static_interpreter;
+
+ // Allocate memory from the tensor_arena for the model's tensors.
+ TfLiteStatus allocate_status = interpreter->AllocateTensors();
+ if (allocate_status != kTfLiteOk) {
+ MicroPrintf("AllocateTensors() failed");
+ return;
+ }
+
+ // Get information about the memory area to use for the model's input.
+ model_input = interpreter->input(0);
+ if ((model_input->dims->size != 2) || (model_input->dims->data[0] != 1) ||
+ (model_input->dims->data[1] !=
+ (kFeatureSliceCount * kFeatureSliceSize)) ||
+ (model_input->type != kTfLiteInt8)) {
+ MicroPrintf("Bad input tensor parameters in model");
+ return;
+ }
+ model_input_buffer = model_input->data.int8;
+
+ // Prepare to access the audio spectrograms from a microphone or other source
+ // that will provide the inputs to the neural network.
+ // NOLINTNEXTLINE(runtime-global-variables)
+ static FeatureProvider static_feature_provider(kFeatureElementCount,
+ feature_buffer);
+ feature_provider = &static_feature_provider;
+
+ static RecognizeCommands static_recognizer;
+ recognizer = &static_recognizer;
+
+ previous_time = 0;
+}
+
+// The name of this function is important for Arduino compatibility.
+void loop() {
+ // Fetch the spectrogram for the current time.
+ const int32_t current_time = LatestAudioTimestamp();
+ int how_many_new_slices = 0;
+ TfLiteStatus feature_status = feature_provider->PopulateFeatureData(
+ previous_time, current_time, &how_many_new_slices);
+ if (feature_status != kTfLiteOk) {
+ MicroPrintf( "Feature generation failed");
+ return;
+ }
+ previous_time = current_time;
+ // If no new audio samples have been received since last time, don't bother
+ // running the network model.
+ if (how_many_new_slices == 0) {
+ return;
+ }
+
+ // Copy feature buffer to input tensor
+ for (int i = 0; i < kFeatureElementCount; i++) {
+ model_input_buffer[i] = feature_buffer[i];
+ }
+
+ // Run the model on the spectrogram input and make sure it succeeds.
+ TfLiteStatus invoke_status = interpreter->Invoke();
+ if (invoke_status != kTfLiteOk) {
+ MicroPrintf( "Invoke failed");
+ return;
+ }
+
+ // Obtain a pointer to the output tensor
+ TfLiteTensor* output = interpreter->output(0);
+ // Determine whether a command was recognized based on the output of inference
+ const char* found_command = nullptr;
+ uint8_t score = 0;
+ bool is_new_command = false;
+ TfLiteStatus process_status = recognizer->ProcessLatestResults(
+ output, current_time, &found_command, &score, &is_new_command);
+ if (process_status != kTfLiteOk) {
+ MicroPrintf("RecognizeCommands::ProcessLatestResults() failed");
+ return;
+ }
+ // Do something based on the recognized command. The default implementation
+ // just prints to the error console, but you should replace this with your
+ // own function for a real application.
+ RespondToCommand(current_time, found_command, score, is_new_command);
+}
diff --git a/libraries/TFLiteMicro/examples/micro_speech/model.cpp b/libraries/TFLiteMicro/examples/micro_speech/model.cpp
new file mode 100644
index 00000000000..0490e7d9de8
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/model.cpp
@@ -0,0 +1,1596 @@
+/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+// This is a standard TensorFlow Lite FlatBuffer model file that has been
+// converted into a C data array, so it can be easily compiled into a binary
+// for devices that don't have a file system. It was created using the command:
+// xxd -i model.tflite > model.cc
+
+#include "model.h"
+
+// We need to keep the data array aligned on some architectures.
+#ifdef __has_attribute
+#define HAVE_ATTRIBUTE(x) __has_attribute(x)
+#else
+#define HAVE_ATTRIBUTE(x) 0
+#endif
+#if HAVE_ATTRIBUTE(aligned) || (defined(__GNUC__) && !defined(__clang__))
+#define DATA_ALIGN_ATTRIBUTE __attribute__((aligned(4)))
+#else
+#define DATA_ALIGN_ATTRIBUTE
+#endif
+
+const unsigned char g_model[] DATA_ALIGN_ATTRIBUTE = {
+ 0x20, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x12, 0x00, 0x1c, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0c, 0x00,
+ 0x10, 0x00, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x12, 0x00, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x94, 0x48, 0x00, 0x00, 0x34, 0x42, 0x00, 0x00,
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+ 0x72, 0x75, 0x6e, 0x74, 0x69, 0x6d, 0x65, 0x5f, 0x76, 0x65, 0x72, 0x73,
+ 0x69, 0x6f, 0x6e, 0x00, 0x0c, 0x00, 0x00, 0x00, 0xd4, 0x41, 0x00, 0x00,
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+ 0xec, 0x02, 0x00, 0x00, 0xe4, 0x02, 0x00, 0x00, 0xc4, 0x02, 0x00, 0x00,
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+ 0xed, 0x4b, 0xed, 0xfa, 0x2f, 0xd2, 0xfa, 0xfb, 0x4d, 0xa7, 0xed, 0xc7,
+ 0x92, 0xdf, 0xe6, 0xdb, 0xf8, 0x1f, 0xd9, 0xfa, 0x91, 0xf5, 0xe5, 0xc5,
+ 0x8c, 0x17, 0x0f, 0xb9, 0xd2, 0xc7, 0xfe, 0x68, 0xd3, 0x51, 0x2e, 0x49,
+ 0x1f, 0xbd, 0x01, 0xeb, 0x31, 0x17, 0xf0, 0xef, 0xff, 0xb8, 0x5d, 0x62,
+ 0x02, 0x0f, 0x1f, 0x78, 0x6a, 0xb0, 0xf9, 0xfe, 0x4f, 0xcc, 0xd3, 0xff,
+ 0x0a, 0x96, 0x1e, 0x2c, 0xed, 0xbc, 0xf4, 0x0b, 0x42, 0xc8, 0xf1, 0xea,
+ 0x6e, 0x58, 0xec, 0xc4, 0x99, 0xae, 0xdc, 0xd7, 0x12, 0x87, 0xd8, 0x06,
+ 0xa2, 0xc2, 0xe6, 0xa2, 0x81, 0x24, 0xe9, 0xac, 0xce, 0xb6, 0x15, 0x6b,
+ 0xba, 0x00, 0x19, 0x58, 0x29, 0xb6, 0xfe, 0x01, 0x25, 0x96, 0xd2, 0xec,
+ 0x0e, 0x9c, 0x60, 0x5f, 0xe9, 0xf4, 0xf5, 0x69, 0x6b, 0xb5, 0xe1, 0xf6,
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+ 0xf9, 0xa7, 0xf7, 0x7f, 0x1d, 0x76, 0xdb, 0xe8, 0x33, 0xb9, 0xd7, 0xe7,
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+ 0x8a, 0xbb, 0xe4, 0xf6, 0xf3, 0x36, 0x07, 0xca, 0xcb, 0x87, 0x6e, 0xcc,
+ 0xd6, 0x9e, 0x0a, 0x2a, 0x81, 0xd7, 0xcf, 0xc0, 0x04, 0xeb, 0x24, 0xcc,
+ 0xc9, 0x95, 0x33, 0x81, 0xf7, 0xad, 0x1c, 0x9c, 0xa4, 0xd6, 0xf9, 0xe6,
+ 0x3d, 0x84, 0x7f, 0xcc, 0xd4, 0xb0, 0xf4, 0xa2, 0xe9, 0x3c, 0x36, 0xee,
+ 0xd5, 0xcf, 0xcd, 0x2d, 0x28, 0xbd, 0xff, 0xff, 0xc2, 0xbf, 0xff, 0xff,
+ 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff,
+ 0x31, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x48, 0xbd, 0xff, 0xff, 0x4c, 0xbd, 0xff, 0xff, 0xe6, 0xbf, 0xff, 0xff,
+ 0x04, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x8a, 0xfe, 0xff, 0xff,
+ 0xa9, 0x00, 0x00, 0x00, 0xd0, 0xff, 0xff, 0xff, 0xd0, 0x00, 0x00, 0x00,
+ 0x52, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x4f, 0xfb, 0xff, 0xff,
+ 0x4a, 0xfd, 0xff, 0xff, 0x12, 0xc0, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+ 0x80, 0x3e, 0x00, 0x00, 0xff, 0xf9, 0xfd, 0x0a, 0x07, 0x08, 0x07, 0x03,
+ 0x07, 0xf2, 0xd1, 0x09, 0xf0, 0xe9, 0x28, 0x09, 0xdf, 0x05, 0xfa, 0xf0,
+ 0xe8, 0xe3, 0x13, 0x0e, 0x08, 0xef, 0xd3, 0xee, 0x0f, 0xe8, 0xeb, 0x14,
+ 0xf7, 0xed, 0xfd, 0x1f, 0xe8, 0xd5, 0xeb, 0xfc, 0x0e, 0xf4, 0xf7, 0x07,
+ 0x05, 0xea, 0xf6, 0x1f, 0xf8, 0xdb, 0xdc, 0x0b, 0x03, 0xdd, 0xd8, 0xf3,
+ 0x0f, 0x19, 0xe1, 0x09, 0xfc, 0xe4, 0x02, 0x04, 0xf1, 0x04, 0xeb, 0xf3,
+ 0x1e, 0x06, 0xfd, 0x11, 0xfc, 0xfa, 0xf6, 0x1f, 0x0f, 0x02, 0xf5, 0xf7,
+ 0xff, 0x24, 0xdf, 0xf7, 0xf8, 0xf3, 0xf6, 0xe9, 0xef, 0x03, 0xdd, 0xf2,
+ 0x28, 0xe1, 0xf2, 0x22, 0xf4, 0x09, 0xf7, 0xf9, 0xf0, 0xd4, 0xf9, 0xee,
+ 0xff, 0x14, 0xda, 0xf3, 0x11, 0xe2, 0xf6, 0x0c, 0xf2, 0xeb, 0xf8, 0xe8,
+ 0xe3, 0x08, 0x02, 0x17, 0xf4, 0x0b, 0x0c, 0x27, 0xe6, 0x02, 0x03, 0xf9,
+ 0x14, 0x18, 0xf6, 0xeb, 0x1f, 0x0c, 0xf1, 0xee, 0xfc, 0x08, 0xf0, 0xfe,
+ 0xfd, 0xee, 0x17, 0xfd, 0x1c, 0xef, 0xfd, 0xde, 0x04, 0x05, 0xf0, 0x31,
+ 0xfa, 0x0b, 0xdc, 0x0d, 0xed, 0xf5, 0xfa, 0xf4, 0x08, 0x0c, 0xd7, 0x1e,
+ 0x15, 0x03, 0xf5, 0x02, 0xf4, 0xfb, 0xed, 0x01, 0xfe, 0xd6, 0x1f, 0xfd,
+ 0xfd, 0x0e, 0xfa, 0x06, 0xf1, 0xf9, 0xe2, 0x16, 0xe9, 0xf1, 0x03, 0x0d,
+ 0x0d, 0xdf, 0xf9, 0x1a, 0x0e, 0xf6, 0xfc, 0x0a, 0x19, 0xe2, 0xe0, 0x09,
+ 0x15, 0xf0, 0xf1, 0x06, 0xf1, 0xe1, 0xef, 0x1a, 0x08, 0xe8, 0xfd, 0x12,
+ 0x14, 0x06, 0xf1, 0xfc, 0xea, 0xfb, 0xf7, 0xea, 0x1d, 0x09, 0xfa, 0xf6,
+ 0x08, 0xf2, 0xe7, 0xf8, 0xfc, 0x16, 0xf5, 0x0e, 0x08, 0xf9, 0x0a, 0x03,
+ 0x26, 0xd8, 0x02, 0xf5, 0xf6, 0xf6, 0xef, 0x1f, 0xe4, 0xe2, 0xfb, 0x02,
+ 0x1b, 0xe6, 0xde, 0x00, 0xf2, 0xed, 0xfb, 0x18, 0xe4, 0x16, 0x1a, 0x1d,
+ 0xf1, 0xf6, 0xea, 0x16, 0x05, 0xde, 0xfb, 0x18, 0xf5, 0xe4, 0xfe, 0xe2,
+ 0x1b, 0x1c, 0x0c, 0xe8, 0x02, 0xee, 0xfb, 0x07, 0x24, 0xf2, 0xe9, 0xfa,
+ 0x0d, 0x05, 0xf1, 0x03, 0xfe, 0xf6, 0x19, 0x06, 0xff, 0xf9, 0x04, 0xfb,
+ 0x15, 0xef, 0xf1, 0xf8, 0xe9, 0xe1, 0x10, 0x04, 0xfc, 0xe6, 0x1f, 0xed,
+ 0x0b, 0xef, 0x00, 0x1e, 0xe6, 0x16, 0xf3, 0x09, 0xfd, 0x08, 0x08, 0x06,
+ 0x06, 0x23, 0xdf, 0xfc, 0x08, 0xf4, 0xea, 0x0c, 0xf2, 0xe6, 0x18, 0xf5,
+ 0x02, 0xf9, 0x50, 0x09, 0x01, 0xda, 0x0b, 0x05, 0x12, 0x18, 0xef, 0x04,
+ 0x0e, 0xd9, 0xff, 0xdc, 0xf6, 0x16, 0xf9, 0xf4, 0xec, 0xff, 0xea, 0xe6,
+ 0xfa, 0x0a, 0xed, 0xef, 0x02, 0xf0, 0x25, 0x21, 0xf1, 0x26, 0xf5, 0xed,
+ 0x09, 0xea, 0xea, 0x24, 0xfa, 0x11, 0xfc, 0xdf, 0xf3, 0x0a, 0x28, 0x0c,
+ 0x19, 0xff, 0xf5, 0xd6, 0x0e, 0xe2, 0x2a, 0x06, 0xfa, 0x03, 0xf9, 0xe6,
+ 0xef, 0x23, 0xf9, 0xfa, 0xe6, 0xfe, 0xfc, 0x03, 0x06, 0x1a, 0xf9, 0x08,
+ 0xe0, 0xe5, 0xff, 0x05, 0x01, 0xe7, 0x12, 0x02, 0x1d, 0x05, 0x03, 0x05,
+ 0x0b, 0xee, 0xed, 0xfc, 0x0f, 0xf3, 0x02, 0xe0, 0x15, 0xdf, 0x02, 0xed,
+ 0x10, 0x26, 0xef, 0x0d, 0x06, 0xee, 0xef, 0xf6, 0xeb, 0x11, 0x09, 0xf4,
+ 0xf7, 0x06, 0x0f, 0x01, 0x2a, 0x0b, 0x01, 0xdd, 0xfc, 0xf4, 0xf1, 0x17,
+ 0x03, 0x04, 0x07, 0xfc, 0x22, 0xfc, 0xde, 0xfe, 0x0b, 0x03, 0xf3, 0xfb,
+ 0x0c, 0x25, 0x04, 0x19, 0x04, 0x03, 0x01, 0xfa, 0xfb, 0xf7, 0xf6, 0x0e,
+ 0x15, 0x0e, 0x09, 0xff, 0x06, 0xfa, 0xfb, 0x1e, 0xfb, 0x05, 0x22, 0xf9,
+ 0xfe, 0xf7, 0x1d, 0xed, 0xdf, 0x18, 0x09, 0xeb, 0xef, 0x04, 0x12, 0xea,
+ 0xdf, 0xfb, 0xda, 0xf6, 0xdf, 0x17, 0xef, 0xef, 0xe1, 0x1a, 0xd9, 0xe2,
+ 0xe2, 0xfc, 0x05, 0x11, 0xf6, 0xee, 0xe8, 0xf2, 0xe1, 0x08, 0x26, 0x04,
+ 0xed, 0x03, 0xe0, 0xfb, 0xee, 0x0c, 0xee, 0xf6, 0x04, 0x2d, 0xf2, 0xd3,
+ 0xf4, 0xe0, 0xf8, 0x0c, 0xfe, 0x11, 0x0b, 0xd7, 0xfd, 0x18, 0x07, 0x0d,
+ 0x07, 0x08, 0xf4, 0xc6, 0x0a, 0x0a, 0x1f, 0x0c, 0xf4, 0x1d, 0x02, 0x0b,
+ 0x09, 0x0e, 0x21, 0xff, 0x17, 0x0b, 0x0d, 0xf2, 0xed, 0xd7, 0x0a, 0xf8,
+ 0x03, 0x06, 0xfa, 0xe5, 0xfd, 0x03, 0x14, 0x0f, 0xe9, 0x1a, 0xf4, 0xda,
+ 0x01, 0xe6, 0x09, 0x06, 0x11, 0x0d, 0xfd, 0xeb, 0x16, 0x23, 0xfa, 0x00,
+ 0x0b, 0x17, 0xf7, 0xda, 0xd7, 0x1b, 0xfa, 0x01, 0x03, 0x05, 0xfe, 0xd6,
+ 0x02, 0xee, 0xee, 0x02, 0xf3, 0x06, 0xed, 0x03, 0xec, 0x01, 0xf2, 0x0f,
+ 0x05, 0x17, 0x0b, 0xfb, 0x0f, 0x05, 0x03, 0x13, 0xff, 0x06, 0x02, 0xf5,
+ 0xf4, 0x18, 0x2b, 0xf0, 0x00, 0x17, 0xfc, 0xfd, 0x05, 0x0b, 0x0e, 0x14,
+ 0xe1, 0x24, 0x08, 0x24, 0xe6, 0xeb, 0x21, 0x12, 0xfb, 0x12, 0xe7, 0xf4,
+ 0xe8, 0x0e, 0x18, 0xee, 0xf5, 0xf3, 0xd9, 0xf3, 0xdb, 0xec, 0x0c, 0x1e,
+ 0xcf, 0x14, 0xdb, 0xe3, 0xdc, 0x02, 0x0c, 0xfb, 0xdb, 0x1b, 0xd0, 0xfe,
+ 0xf9, 0xfe, 0x2a, 0xf5, 0x00, 0x0b, 0xcd, 0xe0, 0xe2, 0x0e, 0x04, 0xf8,
+ 0xda, 0x1c, 0xe5, 0x0f, 0xe8, 0xf4, 0xf7, 0x15, 0x06, 0xf8, 0x02, 0xf7,
+ 0x0f, 0xfb, 0x17, 0xf9, 0xda, 0x01, 0xda, 0xd1, 0xf6, 0x02, 0xfd, 0x16,
+ 0xf1, 0xe4, 0xfa, 0x07, 0xee, 0x0a, 0xf3, 0xfd, 0xf2, 0x23, 0xf0, 0xe1,
+ 0x0a, 0x1a, 0x12, 0x1f, 0xef, 0x27, 0x09, 0xf1, 0x0c, 0x13, 0x23, 0xfd,
+ 0xf5, 0x03, 0xfe, 0x09, 0xfd, 0x16, 0xf8, 0x07, 0x08, 0x25, 0x08, 0xf8,
+ 0xf6, 0x0a, 0xf1, 0xf5, 0x07, 0x09, 0x05, 0xcc, 0xf8, 0x08, 0x13, 0xf9,
+ 0x1d, 0x11, 0x0f, 0xdc, 0xee, 0xf3, 0x27, 0xf9, 0xf9, 0x22, 0xfa, 0x0d,
+ 0xe2, 0x13, 0xfb, 0x11, 0x03, 0x1e, 0xff, 0xfb, 0xed, 0xf1, 0x0e, 0x0b,
+ 0x0f, 0x00, 0x06, 0xe0, 0x15, 0xf3, 0x13, 0xfc, 0x18, 0xf9, 0xff, 0x09,
+ 0xfa, 0x1f, 0x12, 0xe5, 0xe2, 0x06, 0xf9, 0xf4, 0x07, 0x15, 0x0b, 0x04,
+ 0xdb, 0x0d, 0xeb, 0xf3, 0xe6, 0x06, 0xe5, 0xee, 0xd8, 0x22, 0xd8, 0x10,
+ 0xea, 0xf9, 0x1c, 0xf7, 0xd3, 0x11, 0xc3, 0xf8, 0xde, 0x05, 0x00, 0xe6,
+ 0x07, 0xfd, 0xd3, 0x03, 0xea, 0xe0, 0x13, 0x14, 0xcf, 0xeb, 0xcd, 0xd3,
+ 0xde, 0xf5, 0xf0, 0x0c, 0x0c, 0xfa, 0xeb, 0xd3, 0xfb, 0xfd, 0x08, 0xf9,
+ 0xf4, 0x10, 0xfa, 0xd3, 0xf4, 0x11, 0x11, 0xf8, 0xef, 0xf8, 0xf8, 0xf1,
+ 0xfc, 0xe1, 0xf7, 0x12, 0x04, 0xf4, 0xfb, 0xed, 0xef, 0x0c, 0xfd, 0x1c,
+ 0xfe, 0x0e, 0xfd, 0xe2, 0xfe, 0x0a, 0x02, 0xfe, 0xe6, 0x1f, 0xef, 0xe5,
+ 0xe6, 0xf8, 0x16, 0x27, 0xe8, 0x20, 0x05, 0xe3, 0xf1, 0xef, 0xee, 0xed,
+ 0x0d, 0x11, 0x16, 0xfb, 0xf3, 0xff, 0x14, 0x01, 0xff, 0x15, 0x10, 0x02,
+ 0xe5, 0x28, 0x29, 0x13, 0x13, 0x16, 0xe6, 0x00, 0xd2, 0x26, 0xfd, 0x03,
+ 0x04, 0x05, 0x07, 0x06, 0xf1, 0x0e, 0x05, 0x0d, 0xe2, 0x0f, 0x02, 0xe1,
+ 0x07, 0xf7, 0x1c, 0xfa, 0x14, 0x30, 0xf7, 0xee, 0x00, 0xfa, 0x3d, 0x06,
+ 0x1c, 0x04, 0x06, 0x07, 0x05, 0x1a, 0x10, 0xf6, 0xee, 0x0a, 0xeb, 0x04,
+ 0xeb, 0xdf, 0x1d, 0x09, 0xd5, 0xe8, 0xd6, 0xf4, 0xf0, 0x0f, 0x1d, 0xea,
+ 0xf2, 0xf8, 0xa6, 0x0b, 0xdc, 0x09, 0x08, 0x24, 0xee, 0x24, 0xaa, 0xe4,
+ 0xcb, 0x15, 0xef, 0xe7, 0xe9, 0x0c, 0xcf, 0x06, 0xe3, 0x12, 0x11, 0x00,
+ 0x07, 0x14, 0xd7, 0xde, 0xf6, 0x0f, 0x0b, 0x04, 0xfb, 0x0d, 0xf8, 0x0d,
+ 0xf6, 0x1b, 0xf1, 0x21, 0xdd, 0xfc, 0xf4, 0xe9, 0xf8, 0xe8, 0xf7, 0x06,
+ 0x03, 0x1e, 0xce, 0xe1, 0xea, 0xf6, 0x05, 0xf9, 0x16, 0x15, 0x04, 0xe0,
+ 0x14, 0xf7, 0x1e, 0x1c, 0x0a, 0x27, 0xef, 0xf3, 0x0f, 0xf3, 0xee, 0x04,
+ 0xf8, 0xf1, 0x07, 0xe3, 0x05, 0x0b, 0x00, 0x1c, 0x15, 0x27, 0x07, 0xf7,
+ 0xfa, 0x0b, 0xfa, 0xfa, 0x17, 0x13, 0xe1, 0xf5, 0xfb, 0x0c, 0x21, 0x2f,
+ 0xd7, 0xfb, 0xf5, 0xfd, 0xd3, 0xf4, 0x07, 0x0e, 0xfd, 0x0b, 0xfc, 0xfa,
+ 0xf5, 0x0e, 0x02, 0xfa, 0xfa, 0x19, 0xfd, 0xfa, 0xfc, 0x13, 0x24, 0x0c,
+ 0xe4, 0x31, 0xf8, 0x12, 0xf4, 0x04, 0x18, 0x29, 0x27, 0x19, 0xfc, 0x08,
+ 0x11, 0xe3, 0x07, 0xfe, 0x26, 0x40, 0x05, 0x02, 0x04, 0x02, 0x0f, 0xee,
+ 0xf4, 0x27, 0xea, 0xf4, 0xf5, 0x11, 0x26, 0x0b, 0xe7, 0x05, 0xd2, 0xf6,
+ 0xea, 0xfa, 0x0b, 0xf9, 0xfa, 0x16, 0xba, 0x00, 0xfb, 0x0d, 0x0b, 0xf9,
+ 0xe6, 0xf6, 0xc5, 0xf8, 0xf6, 0x01, 0x0f, 0xed, 0xed, 0x13, 0xcd, 0x0d,
+ 0xda, 0x06, 0x17, 0xee, 0x07, 0x1d, 0xb8, 0xfa, 0xe2, 0xea, 0xf2, 0xee,
+ 0x04, 0x00, 0xdc, 0xd0, 0xfb, 0xf5, 0xec, 0xfe, 0xf1, 0x0d, 0xf0, 0xdb,
+ 0xf9, 0x0d, 0x03, 0x03, 0x0e, 0x0a, 0xda, 0xd6, 0x01, 0xf2, 0x06, 0x14,
+ 0x1c, 0x1f, 0xe8, 0xe8, 0x0e, 0xfd, 0x0c, 0xf5, 0xf3, 0x3d, 0xf3, 0x05,
+ 0x10, 0xfa, 0x1b, 0x18, 0x08, 0x36, 0x09, 0xf1, 0xeb, 0xf9, 0x22, 0x01,
+ 0xf3, 0xf7, 0xff, 0xf0, 0x0c, 0xe9, 0x01, 0x29, 0x21, 0x15, 0x03, 0xee,
+ 0xe9, 0x1a, 0xf7, 0x15, 0x06, 0x25, 0xfa, 0xf0, 0xe4, 0xf1, 0x1f, 0x01,
+ 0xdc, 0x2d, 0xce, 0xe9, 0xea, 0x0b, 0x06, 0x2c, 0x0a, 0x30, 0xe7, 0x09,
+ 0xf4, 0xf0, 0x10, 0x29, 0xf9, 0x3d, 0xe7, 0xdc, 0xe4, 0xf7, 0x3b, 0x27,
+ 0x23, 0x3a, 0x0a, 0x06, 0x0e, 0xfd, 0x2c, 0x07, 0x2b, 0x1c, 0xfa, 0x00,
+ 0xf9, 0x11, 0xea, 0x14, 0xeb, 0xfc, 0x18, 0x03, 0xf1, 0x16, 0x12, 0x04,
+ 0xcf, 0x12, 0xdd, 0xe4, 0x0e, 0xf0, 0x09, 0xe8, 0xf3, 0xfb, 0xa8, 0xf9,
+ 0xee, 0xfb, 0x1e, 0x1d, 0xfd, 0x05, 0xab, 0xe5, 0xff, 0x01, 0xfe, 0x04,
+ 0xf9, 0x02, 0xb9, 0xdc, 0xdf, 0x05, 0xf1, 0xef, 0xf1, 0x1e, 0xc7, 0xee,
+ 0xf7, 0x1e, 0x00, 0x00, 0xf8, 0x10, 0xec, 0xe8, 0x04, 0x0f, 0xf6, 0xff,
+ 0x04, 0x09, 0xe0, 0x0a, 0x0e, 0xe4, 0xf0, 0xf1, 0x16, 0x2b, 0xd3, 0xe1,
+ 0x0a, 0xef, 0xf9, 0xfe, 0x0b, 0x22, 0xf5, 0x01, 0x0a, 0xf8, 0x02, 0x00,
+ 0x17, 0x19, 0xf3, 0x05, 0x21, 0xfa, 0xee, 0xee, 0x12, 0xf2, 0xfa, 0xf5,
+ 0x05, 0x12, 0xee, 0xe4, 0x28, 0xfa, 0xf1, 0x03, 0x15, 0x16, 0x18, 0xfd,
+ 0x0f, 0x21, 0x04, 0xf4, 0xe5, 0x0c, 0x06, 0x13, 0xde, 0x36, 0xe8, 0xfb,
+ 0xe7, 0xfd, 0xf6, 0x12, 0x0e, 0x1d, 0xea, 0xf8, 0xd4, 0xe8, 0x19, 0x07,
+ 0xe5, 0x1c, 0xf7, 0x0c, 0xef, 0x05, 0x0f, 0x09, 0xdd, 0x1a, 0xea, 0xd7,
+ 0xf9, 0xf9, 0x12, 0x17, 0x2e, 0x10, 0x08, 0xfe, 0x14, 0xf5, 0x1d, 0xfa,
+ 0x06, 0x33, 0xed, 0xfe, 0xf7, 0x11, 0xf0, 0x15, 0xe2, 0x24, 0xf6, 0x0a,
+ 0xe2, 0xfc, 0x23, 0x12, 0xdd, 0x11, 0xfd, 0xe5, 0x08, 0xff, 0x15, 0xf6,
+ 0xf1, 0x1b, 0xae, 0xfe, 0xe6, 0x15, 0x2c, 0x2d, 0x15, 0x15, 0xc5, 0xf8,
+ 0xea, 0xe7, 0x07, 0x04, 0xfe, 0x28, 0xa1, 0xf2, 0xe1, 0xf9, 0xf8, 0xff,
+ 0xf4, 0x22, 0xb4, 0xdb, 0x03, 0x20, 0xe6, 0xf3, 0x0e, 0x19, 0xe3, 0x0a,
+ 0xfa, 0xee, 0xf3, 0xe5, 0xd8, 0xf9, 0xf1, 0xde, 0x06, 0x05, 0xf2, 0xf5,
+ 0xe7, 0x16, 0xd8, 0xfe, 0x07, 0xea, 0xee, 0x0e, 0xfa, 0xff, 0xdb, 0xe7,
+ 0x03, 0xed, 0x01, 0xfd, 0x09, 0x1a, 0xfa, 0xe6, 0x05, 0x10, 0xe9, 0x01,
+ 0x1f, 0x13, 0xf7, 0xf6, 0xfb, 0x13, 0xff, 0xdb, 0xed, 0xfe, 0x0a, 0x10,
+ 0x09, 0x29, 0xf5, 0x04, 0xf5, 0x26, 0x0d, 0x0c, 0xf9, 0x16, 0xfa, 0x02,
+ 0xf4, 0x2e, 0xde, 0xf5, 0xe1, 0x1d, 0xfb, 0x02, 0x0b, 0x23, 0x07, 0xea,
+ 0xd9, 0x0a, 0xf3, 0x0a, 0x0f, 0x1e, 0xe7, 0xf1, 0xd7, 0x0b, 0xf6, 0xff,
+ 0x0d, 0x24, 0xcc, 0x0a, 0xee, 0xda, 0x14, 0x12, 0x11, 0x29, 0xf4, 0x1a,
+ 0xef, 0x0b, 0xfa, 0xec, 0x0c, 0x1b, 0xf4, 0xff, 0xf5, 0xef, 0x0f, 0x10,
+ 0xd4, 0x04, 0xf9, 0xf8, 0xec, 0xf9, 0x21, 0x05, 0xd3, 0x27, 0xf3, 0x17,
+ 0xff, 0xf6, 0x15, 0xf9, 0xed, 0x0a, 0xac, 0x02, 0xfd, 0xfb, 0x04, 0x29,
+ 0x06, 0x03, 0xb8, 0xe6, 0xd5, 0x17, 0x09, 0x1b, 0xf6, 0x1b, 0xab, 0xdc,
+ 0xdf, 0xfd, 0x06, 0x09, 0x09, 0x37, 0xbb, 0xed, 0x19, 0xd7, 0xe2, 0xdd,
+ 0x05, 0x01, 0xec, 0xfb, 0xe4, 0x0e, 0xeb, 0xf0, 0x03, 0x17, 0x04, 0xeb,
+ 0x09, 0xee, 0xeb, 0xe7, 0x0c, 0x16, 0xcb, 0x0e, 0x17, 0xd8, 0xe1, 0xf8,
+ 0x2b, 0x19, 0xde, 0xeb, 0x10, 0xf2, 0xff, 0xf8, 0xee, 0x0e, 0xe7, 0xf0,
+ 0x15, 0x08, 0xf8, 0xdf, 0x06, 0x0d, 0xf9, 0x14, 0xfa, 0x0b, 0x04, 0xfd,
+ 0x15, 0x23, 0x20, 0xff, 0xfd, 0x1d, 0x0c, 0xf1, 0xfe, 0x15, 0x0a, 0x02,
+ 0xed, 0xfe, 0xfb, 0x04, 0xfb, 0x1e, 0xdd, 0x05, 0xe0, 0x16, 0xf9, 0xf6,
+ 0xfd, 0x32, 0xdc, 0xf2, 0xd3, 0x08, 0xf4, 0xec, 0x17, 0x25, 0xe2, 0xf0,
+ 0xee, 0xf1, 0x0d, 0xfe, 0x13, 0x2d, 0x01, 0x11, 0xd4, 0xe4, 0x07, 0xfb,
+ 0x32, 0x11, 0x14, 0x07, 0xd7, 0x02, 0x10, 0xeb, 0x2b, 0x1d, 0x01, 0xfc,
+ 0xf3, 0xf0, 0x13, 0x1a, 0xdb, 0x20, 0x00, 0xf0, 0xf0, 0x05, 0x16, 0x03,
+ 0xd4, 0xe3, 0xc2, 0xf0, 0x06, 0x02, 0x1e, 0x0a, 0xec, 0x1f, 0xab, 0xea,
+ 0xfa, 0xe3, 0x20, 0x22, 0x03, 0x1b, 0xb3, 0x0e, 0xe3, 0xf3, 0x1d, 0x27,
+ 0xe3, 0x10, 0xa7, 0xda, 0xf3, 0x00, 0x0a, 0x0a, 0x04, 0xfb, 0xb2, 0x0f,
+ 0x0c, 0xf5, 0x07, 0xff, 0x13, 0x1e, 0xdb, 0xf6, 0xf9, 0xef, 0xe8, 0xe7,
+ 0xfb, 0x18, 0xeb, 0xec, 0x09, 0xda, 0xf1, 0xf0, 0x0b, 0x04, 0xe1, 0xfa,
+ 0x1c, 0x25, 0xee, 0x01, 0x0b, 0x29, 0xd7, 0x0c, 0x04, 0x0b, 0xef, 0xfd,
+ 0x1c, 0xfc, 0xf1, 0xfb, 0x0b, 0x0f, 0xdf, 0xed, 0x17, 0x38, 0x0c, 0xd7,
+ 0xff, 0xfd, 0x01, 0xfc, 0xfb, 0xfb, 0x18, 0x1a, 0x18, 0xe3, 0xf9, 0xf4,
+ 0xfa, 0x20, 0x06, 0x09, 0x11, 0x08, 0x1d, 0xf8, 0xfa, 0x1d, 0xf5, 0x1c,
+ 0xf5, 0xfe, 0x03, 0x07, 0xe4, 0x33, 0xc8, 0x0c, 0xe1, 0x13, 0xff, 0xe5,
+ 0x10, 0x2c, 0xd3, 0xf0, 0xed, 0x04, 0x07, 0x01, 0xf1, 0x16, 0xe0, 0x13,
+ 0xfa, 0x11, 0x07, 0xfa, 0x19, 0x16, 0x01, 0x00, 0x07, 0x26, 0x00, 0xec,
+ 0x1d, 0x23, 0x05, 0xf4, 0x07, 0x17, 0x2c, 0x1d, 0xee, 0xf0, 0x0c, 0x09,
+ 0xe3, 0x1a, 0x24, 0x0b, 0xf3, 0x1e, 0xce, 0xfe, 0xfe, 0x12, 0x21, 0x1a,
+ 0xf6, 0x23, 0xc3, 0x03, 0xf4, 0x10, 0x1a, 0x2a, 0xf4, 0x08, 0xbf, 0xff,
+ 0x04, 0xf4, 0x0b, 0x1d, 0x1a, 0xf8, 0xcc, 0x00, 0xf7, 0x13, 0xf4, 0xfd,
+ 0xf4, 0x19, 0xbd, 0xef, 0x0c, 0x0d, 0x02, 0xfc, 0x12, 0x13, 0xe9, 0xe7,
+ 0xf5, 0xfa, 0xfa, 0xf6, 0x1a, 0x2e, 0xce, 0xd4, 0x01, 0x12, 0xfd, 0xfc,
+ 0x26, 0x10, 0xcc, 0xe7, 0xee, 0x13, 0xee, 0xff, 0xef, 0xea, 0x00, 0x0e,
+ 0x1a, 0x17, 0x04, 0x0c, 0x04, 0x0c, 0xe6, 0xf3, 0xf6, 0xdb, 0xdd, 0x04,
+ 0xf4, 0x22, 0x11, 0x16, 0xf3, 0x07, 0xec, 0xf8, 0xf2, 0x07, 0x03, 0x02,
+ 0xf5, 0x0a, 0xf6, 0x02, 0x1d, 0x1b, 0x11, 0x06, 0xf8, 0x06, 0x02, 0xea,
+ 0xf3, 0x1d, 0xce, 0x00, 0xed, 0xf9, 0xef, 0xf6, 0xec, 0x22, 0xc7, 0xf0,
+ 0xed, 0xdb, 0xe0, 0x02, 0x11, 0x07, 0xe8, 0xf0, 0xd1, 0xed, 0xff, 0xfd,
+ 0x0c, 0x2e, 0xd4, 0xed, 0xec, 0x0e, 0xf1, 0x07, 0x01, 0x0e, 0x0e, 0xfe,
+ 0xda, 0x0b, 0x0a, 0x0a, 0x1f, 0x2e, 0x13, 0x07, 0x00, 0x07, 0x14, 0x21,
+ 0xe9, 0xfc, 0xf0, 0x1e, 0xd7, 0xea, 0x34, 0x07, 0xc6, 0x0c, 0xd4, 0xec,
+ 0xfd, 0x06, 0x24, 0x0a, 0xf3, 0x15, 0xaf, 0xff, 0xe9, 0xf1, 0x0d, 0x3e,
+ 0xe9, 0x18, 0xba, 0x13, 0xed, 0xd7, 0x0b, 0x31, 0x05, 0x0e, 0xaf, 0x13,
+ 0xd6, 0x0e, 0x10, 0x02, 0x02, 0x14, 0xcb, 0xd5, 0xf9, 0x0c, 0xf9, 0x0e,
+ 0x1f, 0x24, 0xd5, 0xeb, 0xff, 0xf1, 0xf5, 0x0c, 0x08, 0x07, 0xf4, 0xd7,
+ 0x06, 0x10, 0xe8, 0xef, 0xfc, 0x2f, 0xee, 0xf1, 0x18, 0xf8, 0xf4, 0x02,
+ 0x11, 0x21, 0xd3, 0x12, 0x14, 0xe4, 0xf4, 0x02, 0x05, 0x24, 0xca, 0xf2,
+ 0xf3, 0xeb, 0xe7, 0xf8, 0x16, 0x1a, 0xeb, 0x0d, 0x05, 0x16, 0xf1, 0xec,
+ 0x11, 0x1c, 0x09, 0x1e, 0xe0, 0xe6, 0xfa, 0x0e, 0x0d, 0x2a, 0xea, 0x2e,
+ 0xed, 0xf9, 0xf7, 0x16, 0x09, 0x05, 0xdd, 0xd6, 0x02, 0xeb, 0xf5, 0xf3,
+ 0xe4, 0x3b, 0xed, 0x04, 0xe0, 0x0e, 0xfd, 0x09, 0xfd, 0x35, 0xdc, 0x18,
+ 0xf3, 0x04, 0xfa, 0x05, 0x15, 0x34, 0xe5, 0xe1, 0xe4, 0xf4, 0xe0, 0xf9,
+ 0x08, 0x32, 0x04, 0x08, 0xf4, 0x0f, 0xff, 0x08, 0x09, 0x2f, 0x06, 0x02,
+ 0xfd, 0x05, 0x0c, 0x24, 0xe3, 0x1e, 0xf5, 0x0c, 0xdd, 0xf8, 0x18, 0x20,
+ 0xd8, 0x14, 0xef, 0xf4, 0x17, 0x08, 0x25, 0x14, 0x04, 0x06, 0xb0, 0xf5,
+ 0xf5, 0x09, 0x0f, 0x3e, 0xff, 0x28, 0xb3, 0xf5, 0x19, 0xd8, 0x14, 0x21,
+ 0xd9, 0xf7, 0xb7, 0xe5, 0xfe, 0xe7, 0x07, 0x1e, 0x04, 0x15, 0xc5, 0xf9,
+ 0x14, 0x20, 0xeb, 0x01, 0x01, 0x18, 0xce, 0x00, 0xe6, 0xe2, 0xf7, 0xfb,
+ 0xf3, 0x0d, 0xd3, 0xf3, 0x04, 0xf8, 0xf0, 0x03, 0xf1, 0x25, 0xb5, 0xef,
+ 0x05, 0xe0, 0x01, 0xf6, 0x04, 0x16, 0xd1, 0x01, 0x0a, 0x21, 0x01, 0x05,
+ 0x0e, 0x01, 0xf0, 0x0a, 0xf3, 0x00, 0x03, 0xf8, 0xfa, 0x03, 0x0b, 0xde,
+ 0xfe, 0xff, 0xfb, 0xea, 0x09, 0x02, 0xf5, 0xe8, 0xe7, 0x08, 0x00, 0xf5,
+ 0xf8, 0x0f, 0x13, 0xfa, 0xeb, 0xe8, 0xfb, 0x1f, 0x08, 0x16, 0xe6, 0xfa,
+ 0xe1, 0x00, 0x03, 0xdd, 0xf1, 0x26, 0xe5, 0x1d, 0xd9, 0xff, 0xf2, 0xf8,
+ 0xff, 0x33, 0xea, 0xe5, 0x03, 0x0c, 0x07, 0xf9, 0xf8, 0x0f, 0xe1, 0x1e,
+ 0xdd, 0x0f, 0x00, 0xf1, 0x06, 0x21, 0x09, 0x05, 0xf3, 0xec, 0xe6, 0x04,
+ 0x07, 0x32, 0xf1, 0xf9, 0xf2, 0x01, 0x18, 0x1f, 0xd2, 0xe2, 0x0a, 0xf4,
+ 0xca, 0xfc, 0x28, 0x16, 0xc2, 0x10, 0xf2, 0xfc, 0x08, 0xe9, 0x2a, 0x0f,
+ 0xfa, 0xf5, 0xa9, 0x07, 0xec, 0xe9, 0x19, 0x43, 0x0b, 0x1c, 0xa6, 0xe9,
+ 0xf4, 0x16, 0x0d, 0x2b, 0xfc, 0x11, 0x9a, 0xe1, 0xf1, 0x1c, 0xf5, 0x0f,
+ 0xe4, 0x18, 0xc0, 0xd9, 0x14, 0x26, 0xe6, 0xf8, 0x0a, 0x17, 0xec, 0xfb,
+ 0xe1, 0x22, 0xdf, 0xf2, 0xfe, 0x1e, 0xd4, 0xeb, 0xd7, 0x0e, 0x08, 0xf6,
+ 0xef, 0xfc, 0xe6, 0xd4, 0xf7, 0x0b, 0xfb, 0xf5, 0x01, 0x25, 0xd7, 0xfb,
+ 0x0d, 0xfe, 0xff, 0xf3, 0x1d, 0x32, 0xfe, 0xee, 0x12, 0xf2, 0x0c, 0xec,
+ 0x02, 0x10, 0xef, 0x01, 0xf2, 0x0b, 0xf3, 0xf7, 0xfa, 0x25, 0xfb, 0x0d,
+ 0x11, 0x15, 0x04, 0xfc, 0x0c, 0x21, 0x12, 0x29, 0x00, 0xfa, 0xf6, 0xf5,
+ 0x06, 0x22, 0xea, 0xe2, 0xee, 0x00, 0xfd, 0xf0, 0x0b, 0x1d, 0xd3, 0xe4,
+ 0xe4, 0x0a, 0xfc, 0xe8, 0xea, 0x2c, 0xed, 0xed, 0xef, 0xe8, 0xf2, 0x05,
+ 0xfd, 0x15, 0xd8, 0xda, 0xca, 0xee, 0xfa, 0x00, 0xfe, 0x0e, 0xf2, 0xf0,
+ 0x0e, 0xf5, 0x04, 0x03, 0x1d, 0x2b, 0xee, 0x05, 0x0f, 0x10, 0x13, 0x35,
+ 0xe2, 0x04, 0x10, 0xdf, 0xcf, 0xeb, 0x40, 0x26, 0xe4, 0x03, 0xf3, 0xf9,
+ 0xf5, 0x14, 0x24, 0x2a, 0xdf, 0xfe, 0xab, 0xe5, 0xfe, 0x1c, 0x27, 0x35,
+ 0xdb, 0xff, 0xac, 0x01, 0xf6, 0xfc, 0x19, 0x1a, 0x11, 0x1f, 0xa8, 0xf5,
+ 0x02, 0x0f, 0x1a, 0x1f, 0xf7, 0xf2, 0xa2, 0x00, 0x15, 0x22, 0xe4, 0x13,
+ 0x00, 0x09, 0xd9, 0xd5, 0x02, 0x19, 0xfd, 0xf8, 0xe7, 0xff, 0xfb, 0xe0,
+ 0xef, 0xf7, 0xee, 0xf3, 0xf3, 0x19, 0xb0, 0xdf, 0x00, 0x0f, 0x08, 0xf3,
+ 0x15, 0x17, 0xec, 0x0f, 0x11, 0x14, 0x02, 0x08, 0x10, 0x17, 0xe6, 0x08,
+ 0xf7, 0x00, 0xed, 0xf7, 0x29, 0x07, 0x10, 0x05, 0x05, 0xe7, 0xed, 0xf4,
+ 0xf9, 0x15, 0xf9, 0xf0, 0x08, 0x00, 0x03, 0x09, 0x21, 0x28, 0xf6, 0x0e,
+ 0xfb, 0xf3, 0x03, 0xf7, 0x0f, 0x0c, 0xf0, 0xf5, 0xe3, 0xd8, 0xf8, 0xf2,
+ 0x09, 0x1c, 0xe7, 0xfb, 0xe4, 0xf6, 0xfa, 0xf8, 0xf1, 0x42, 0xf6, 0xda,
+ 0xdd, 0xd7, 0xfa, 0xff, 0x2f, 0x2c, 0xda, 0x0a, 0xde, 0xec, 0xf1, 0x14,
+ 0xfb, 0x1d, 0xeb, 0xee, 0xf2, 0xeb, 0xf3, 0xed, 0x0e, 0x35, 0xf0, 0x06,
+ 0x19, 0x04, 0x2f, 0x23, 0xe2, 0x07, 0x13, 0x0f, 0xe9, 0xf0, 0x22, 0x2e,
+ 0xd9, 0x1a, 0xcb, 0xed, 0xfd, 0x04, 0x27, 0x1e, 0xf6, 0x07, 0x96, 0xd6,
+ 0xd8, 0x11, 0x18, 0x56, 0xd2, 0xfb, 0x92, 0xfc, 0x0b, 0x0a, 0x17, 0x2c,
+ 0xe5, 0x04, 0xa2, 0xf8, 0xe2, 0x04, 0x1a, 0x0d, 0xeb, 0x11, 0xa2, 0xe5,
+ 0xe5, 0xf8, 0x02, 0xf7, 0x17, 0x03, 0xca, 0xe9, 0x0c, 0x1f, 0xfe, 0xf5,
+ 0x18, 0x12, 0xdd, 0x08, 0x15, 0xff, 0xfc, 0xf6, 0xe1, 0x1d, 0xe2, 0xe1,
+ 0xfe, 0xfc, 0x03, 0xff, 0xf2, 0x23, 0xd2, 0x01, 0x13, 0xdd, 0xf3, 0xf4,
+ 0xf2, 0x07, 0xef, 0x03, 0x15, 0x21, 0xd8, 0xf8, 0x09, 0xf3, 0xe8, 0xea,
+ 0xe8, 0xf2, 0x08, 0xf0, 0x04, 0x1a, 0xf2, 0x19, 0xfb, 0x1b, 0x15, 0xfc,
+ 0x1d, 0x30, 0xe5, 0x1e, 0x09, 0xe8, 0xe9, 0x09, 0xf7, 0x2a, 0xe1, 0x0e,
+ 0x00, 0x21, 0xf3, 0xff, 0xfb, 0x01, 0xdf, 0xf2, 0xfe, 0xf4, 0xfc, 0xf0,
+ 0x0b, 0x0b, 0xdd, 0xe4, 0xd2, 0x14, 0xf7, 0xfe, 0x0b, 0x39, 0x01, 0xe6,
+ 0xe4, 0x27, 0xfa, 0xe4, 0x04, 0x2c, 0xe2, 0x04, 0xf5, 0x07, 0xf2, 0x03,
+ 0xf0, 0x10, 0xf5, 0xf6, 0xfc, 0x16, 0x22, 0x1b, 0xf8, 0x11, 0xe4, 0x09,
+ 0xf6, 0xf0, 0x41, 0x1e, 0xcf, 0x04, 0xea, 0xee, 0x0e, 0xf6, 0x1b, 0x2f,
+ 0xc7, 0xf1, 0xba, 0xef, 0x0f, 0x16, 0x1e, 0x39, 0x05, 0x1e, 0x90, 0xe6,
+ 0x0d, 0xfa, 0x22, 0x3f, 0xe3, 0x23, 0xa5, 0xe3, 0xe9, 0x0f, 0x05, 0x27,
+ 0x02, 0x11, 0x99, 0x05, 0xfa, 0x05, 0x03, 0x01, 0xff, 0x26, 0xd3, 0xf7,
+ 0xf7, 0xf9, 0x05, 0xf4, 0xef, 0x23, 0xd2, 0xdd, 0x05, 0x08, 0xfa, 0xff,
+ 0x03, 0x04, 0xbd, 0xd7, 0x14, 0x06, 0xef, 0x06, 0xe5, 0x05, 0xea, 0xea,
+ 0x02, 0xfd, 0x0d, 0x00, 0x08, 0xff, 0xe7, 0xfb, 0xfe, 0x13, 0xfe, 0xec,
+ 0xf9, 0x02, 0xf3, 0xff, 0xff, 0x08, 0x04, 0xed, 0x19, 0x1d, 0xfa, 0x0a,
+ 0x0d, 0xf2, 0x0f, 0xec, 0x25, 0x1c, 0xec, 0x0b, 0x01, 0xff, 0x01, 0xf6,
+ 0x08, 0x09, 0xe8, 0xe2, 0xec, 0x23, 0xe5, 0xe9, 0xf0, 0x2e, 0xbd, 0xe1,
+ 0xef, 0x14, 0xe9, 0xf6, 0xf5, 0x1d, 0xdc, 0xe3, 0xd7, 0xfc, 0xf9, 0xf2,
+ 0xfe, 0x24, 0xf2, 0x05, 0xd5, 0xed, 0xe9, 0xf9, 0xfa, 0x2d, 0xf0, 0xfe,
+ 0xee, 0xf2, 0xe8, 0xf7, 0x06, 0x14, 0x01, 0x10, 0x06, 0xf3, 0x0e, 0x0e,
+ 0xc2, 0x1d, 0xf2, 0x1c, 0xed, 0xe3, 0x53, 0x21, 0xb8, 0x0c, 0xde, 0x03,
+ 0x15, 0xeb, 0x46, 0x39, 0xdf, 0xf6, 0xa3, 0xee, 0xf6, 0xe0, 0x33, 0x50,
+ 0xdd, 0x27, 0x9f, 0x07, 0x13, 0xe2, 0x1f, 0x35, 0xed, 0x1f, 0xb7, 0x07,
+ 0x11, 0xed, 0x17, 0x28, 0xf4, 0x20, 0xc1, 0xec, 0xef, 0x16, 0x02, 0xfa,
+ 0xe0, 0x1b, 0xf7, 0xdb, 0xfd, 0x0a, 0xe7, 0xfb, 0xe7, 0x25, 0xe2, 0xe7,
+ 0xf8, 0xf0, 0xee, 0xe9, 0x02, 0x06, 0xc9, 0xe4, 0x14, 0xe3, 0xe2, 0xf7,
+ 0xf8, 0xfd, 0xdd, 0xe2, 0x08, 0x0a, 0xe4, 0x05, 0xf5, 0x16, 0xe7, 0x01,
+ 0x00, 0x1c, 0xe7, 0xf0, 0xf6, 0x19, 0xfe, 0x0c, 0xf2, 0x06, 0x03, 0xe8,
+ 0x0b, 0xfe, 0xe3, 0x19, 0x08, 0x1a, 0x10, 0xfd, 0x00, 0x21, 0xf0, 0xeb,
+ 0x18, 0x02, 0xf3, 0x04, 0xf0, 0x18, 0xdb, 0x05, 0x01, 0xde, 0xed, 0xe9,
+ 0x23, 0x15, 0xaf, 0xe6, 0xf1, 0x0a, 0xe6, 0xea, 0x01, 0x18, 0xd8, 0xfd,
+ 0xf1, 0xe6, 0xec, 0xf5, 0x0e, 0x1e, 0xcc, 0xfc, 0xe7, 0x00, 0xe9, 0x11,
+ 0x00, 0x30, 0xf9, 0x14, 0xf4, 0x19, 0xdd, 0xf7, 0xf7, 0x2f, 0xf4, 0xf2,
+ 0xff, 0x27, 0x15, 0x1c, 0xbc, 0x2f, 0xe9, 0x14, 0xf5, 0xe8, 0x44, 0x30,
+ 0xe8, 0x1d, 0xe4, 0x18, 0x11, 0x00, 0x0c, 0x2b, 0xf3, 0x29, 0x96, 0xe0,
+ 0x06, 0xee, 0x3e, 0x55, 0xdc, 0x13, 0x98, 0xdf, 0xf0, 0xfe, 0x17, 0x33,
+ 0xe8, 0x09, 0xa3, 0x07, 0xef, 0x0e, 0x1d, 0x37, 0xdd, 0xfe, 0xb5, 0x00,
+ 0xf7, 0xe0, 0xea, 0xfd, 0xfd, 0x19, 0xbc, 0xfd, 0x15, 0xfe, 0x01, 0xf3,
+ 0xd5, 0x20, 0xbf, 0xe3, 0x15, 0x0e, 0xf0, 0xf6, 0xf2, 0x14, 0xcc, 0xf0,
+ 0xf7, 0x04, 0xf2, 0xff, 0x0b, 0x02, 0xd2, 0xd8, 0xfa, 0xfc, 0xe5, 0x02,
+ 0x00, 0xfb, 0xf0, 0xdc, 0x1e, 0x10, 0x02, 0x01, 0x00, 0x18, 0xe9, 0xdb,
+ 0x1e, 0xf6, 0xfc, 0x03, 0xef, 0x0a, 0x00, 0x16, 0x00, 0x0f, 0xf4, 0x16,
+ 0xfa, 0x0b, 0xe2, 0xfa, 0xe0, 0x07, 0xfb, 0x02, 0x21, 0x0e, 0xdd, 0x0b,
+ 0xea, 0xf0, 0xeb, 0xfb, 0x19, 0x09, 0xd4, 0xf2, 0xef, 0x0b, 0x00, 0xeb,
+ 0x1a, 0x2f, 0xea, 0x06, 0x03, 0xf6, 0xf8, 0xfb, 0xfe, 0x1d, 0xea, 0xdd,
+ 0xed, 0xfd, 0xfb, 0xe7, 0xfe, 0x18, 0xf4, 0xfc, 0x0b, 0xf6, 0xfc, 0x0b,
+ 0xfb, 0x28, 0x07, 0xff, 0x07, 0x1e, 0x03, 0x21, 0xcf, 0x22, 0x05, 0xe6,
+ 0xea, 0xe7, 0x43, 0x2e, 0xe7, 0x14, 0xfb, 0x0a, 0x1e, 0xfe, 0x2c, 0x24,
+ 0xd5, 0xfd, 0x9e, 0xd1, 0xf2, 0x1c, 0x32, 0x51, 0x01, 0xf3, 0xac, 0xe1,
+ 0xf4, 0xe5, 0x1c, 0x37, 0xf1, 0x0f, 0xa7, 0xdb, 0x00, 0xf6, 0x0f, 0x18,
+ 0xe1, 0x10, 0xc9, 0xc5, 0xe8, 0xeb, 0xf2, 0xfd, 0xf6, 0x02, 0xc2, 0xff,
+ 0x00, 0x19, 0x03, 0x0f, 0x02, 0x22, 0xd4, 0xe7, 0x07, 0x0f, 0xe5, 0x1a,
+ 0x09, 0x0b, 0xdc, 0xd2, 0x00, 0x05, 0xee, 0xf8, 0xdc, 0x14, 0xd0, 0x0a,
+ 0x0a, 0xfa, 0xeb, 0x04, 0xf3, 0x06, 0xde, 0x05, 0xfb, 0xfd, 0xe3, 0xec,
+ 0xfd, 0x14, 0xd7, 0x11, 0x0e, 0xe6, 0x06, 0xec, 0xde, 0x22, 0xd7, 0x00,
+ 0x03, 0xf5, 0xf5, 0x0d, 0x01, 0x05, 0xea, 0x0b, 0x16, 0x04, 0xff, 0x13,
+ 0xf3, 0x12, 0xd2, 0xdf, 0x0b, 0xe4, 0x06, 0xf6, 0x08, 0x2d, 0xd3, 0xd6,
+ 0xe7, 0x0a, 0xec, 0xff, 0xfe, 0x01, 0xdf, 0xf4, 0xdf, 0x1c, 0xfe, 0xf9,
+ 0xf7, 0x13, 0xca, 0xff, 0x03, 0x06, 0xe9, 0xf7, 0x06, 0x08, 0xd7, 0xf3,
+ 0xed, 0x08, 0xe3, 0xfd, 0x0c, 0x11, 0x15, 0xfb, 0x15, 0x08, 0x28, 0x40,
+ 0xe7, 0x0d, 0x08, 0xec, 0xe8, 0x16, 0x67, 0x46, 0xc8, 0x16, 0xf1, 0x02,
+ 0x24, 0x00, 0x3a, 0x43, 0xd6, 0x12, 0xae, 0xe7, 0xf4, 0xf8, 0x3a, 0x65,
+ 0xe4, 0x0c, 0xb2, 0xef, 0x1f, 0xe8, 0x29, 0x59, 0xf8, 0x11, 0xc4, 0xe1,
+ 0xfe, 0xfa, 0x27, 0x43, 0xc9, 0x1e, 0xbb, 0xfb, 0xf3, 0x13, 0x15, 0x0d,
+ 0xf1, 0x13, 0xcd, 0xf0, 0x07, 0x19, 0x07, 0x00, 0xd8, 0xeb, 0xbf, 0xf0,
+ 0xfc, 0xf6, 0xef, 0x16, 0x01, 0x02, 0xc1, 0xdf, 0xfd, 0xe9, 0x06, 0x06,
+ 0xf1, 0x08, 0xd7, 0xcc, 0xfb, 0x0e, 0xfc, 0x14, 0xf2, 0x1a, 0xe2, 0x0d,
+ 0xeb, 0x09, 0x07, 0x10, 0xe6, 0x13, 0xeb, 0xf5, 0x15, 0x14, 0xeb, 0xfe,
+ 0xf9, 0x17, 0xd2, 0xe3, 0x1e, 0xf5, 0x04, 0x0a, 0xf1, 0x0e, 0xde, 0xe7,
+ 0x01, 0x20, 0x0c, 0xfc, 0xdc, 0xf9, 0xe5, 0xe9, 0xff, 0x1d, 0x0a, 0xfe,
+ 0xec, 0x25, 0xaf, 0xd2, 0x01, 0x16, 0xfc, 0x17, 0xe8, 0x1e, 0xcd, 0xd9,
+ 0xe2, 0xf1, 0xeb, 0x08, 0xff, 0x33, 0xe5, 0xfb, 0xeb, 0x04, 0xfe, 0xf7,
+ 0xfd, 0x1f, 0xee, 0xff, 0xed, 0xf8, 0xe0, 0xff, 0xfd, 0x2b, 0x0a, 0xf5,
+ 0x15, 0x1d, 0xf3, 0x3f, 0x16, 0xf6, 0xf2, 0xee, 0xf4, 0xef, 0xf0, 0x56,
+ 0x0a, 0x1a, 0xbc, 0xfc, 0x2f, 0xfb, 0xf0, 0x56, 0x1e, 0x0e, 0xc6, 0xe8,
+ 0x06, 0x0b, 0x11, 0x62, 0x3e, 0xf9, 0xb8, 0xc9, 0xed, 0xeb, 0x02, 0x63,
+ 0x2c, 0xfd, 0xc5, 0xe9, 0x00, 0x17, 0x0f, 0x37, 0xfe, 0x20, 0xcc, 0xe0,
+ 0xe0, 0x0e, 0xe6, 0x20, 0x0a, 0xfd, 0xdf, 0xee, 0x0b, 0x02, 0xee, 0x1f,
+ 0xfb, 0x06, 0xd2, 0xed, 0xfe, 0xeb, 0xfc, 0x12, 0xfd, 0x14, 0x00, 0xd8,
+ 0x08, 0xf6, 0xec, 0x17, 0xf9, 0x10, 0x00, 0xd9, 0x18, 0xf1, 0xee, 0x0f,
+ 0xf4, 0x03, 0xee, 0xeb, 0xf0, 0xef, 0xf2, 0x06, 0x04, 0x00, 0xf4, 0x0f,
+ 0x09, 0x06, 0xf7, 0x0b, 0xfd, 0x01, 0x03, 0x03, 0xf4, 0xf6, 0xdd, 0x14,
+ 0x1c, 0xef, 0xf1, 0xdd, 0xf7, 0x13, 0xd9, 0x15, 0xef, 0x02, 0xd2, 0xe7,
+ 0x05, 0x05, 0xe2, 0x09, 0xf2, 0x11, 0xf5, 0xba, 0xf0, 0x04, 0xe0, 0x01,
+ 0x06, 0x10, 0xe6, 0xef, 0xfc, 0x12, 0xf9, 0xf4, 0x1b, 0x2f, 0xe3, 0x0f,
+ 0xd7, 0xf6, 0x0b, 0x11, 0xf7, 0x0c, 0x00, 0x06, 0x18, 0xef, 0x06, 0x03,
+ 0x0a, 0x09, 0xf6, 0x1a, 0x0d, 0xed, 0xfe, 0x2c, 0x43, 0xf4, 0xe5, 0xde,
+ 0xf5, 0x02, 0x25, 0x5a, 0x49, 0xd4, 0xe6, 0x24, 0x1e, 0xf7, 0x0e, 0x5c,
+ 0x5d, 0xf0, 0xf9, 0xe4, 0x1c, 0xeb, 0x28, 0x7f, 0x5b, 0xec, 0xfa, 0xdb,
+ 0x0c, 0xf5, 0x20, 0x49, 0x51, 0xe1, 0xed, 0xe6, 0x0e, 0x26, 0x28, 0x33,
+ 0x35, 0x05, 0xe1, 0xe4, 0x1f, 0xfc, 0xf9, 0x39, 0x18, 0x04, 0xed, 0xed,
+ 0x01, 0xe7, 0xe6, 0x08, 0x09, 0x03, 0xe7, 0xf9, 0x0e, 0x06, 0xec, 0x08,
+ 0x12, 0x1a, 0xda, 0xef, 0xdf, 0xf9, 0xe2, 0x1e, 0x1c, 0x00, 0x12, 0xd7,
+ 0x01, 0xf7, 0x21, 0x17, 0x13, 0x19, 0xde, 0xe0, 0xec, 0x16, 0x01, 0x1b,
+ 0x06, 0x0c, 0xf0, 0xe8, 0x18, 0x03, 0x06, 0x0e, 0x09, 0xfa, 0x03, 0xf3,
+ 0xdd, 0x01, 0xfb, 0x0a, 0x2a, 0xf4, 0xf6, 0xda, 0xe9, 0xfe, 0xe9, 0x12,
+ 0x19, 0xe9, 0x05, 0xdf, 0x00, 0xeb, 0xf2, 0x10, 0x0c, 0xe1, 0xcd, 0xcb,
+ 0xf2, 0x1f, 0xd9, 0x0c, 0xfa, 0xfb, 0xe8, 0xde, 0x00, 0xfc, 0xe5, 0x00,
+ 0x11, 0x02, 0xe6, 0x17, 0x14, 0x00, 0xf2, 0xfd, 0x00, 0xe1, 0x10, 0x24,
+ 0x12, 0xec, 0xed, 0x1e, 0x09, 0x18, 0x03, 0x0c, 0x04, 0xf4, 0x15, 0x0f,
+ 0x10, 0x18, 0xd6, 0x29, 0x10, 0x04, 0x1c, 0xef, 0x0f, 0x0c, 0xc7, 0x04,
+ 0xfe, 0xeb, 0xff, 0xf5, 0xe3, 0x15, 0xfe, 0xcb, 0x10, 0xff, 0x12, 0xfb,
+ 0xe4, 0xeb, 0xf9, 0x00, 0x02, 0xf1, 0x14, 0x13, 0x01, 0x02, 0xf9, 0x01,
+ 0x06, 0x0c, 0xf5, 0x0a, 0x1e, 0x01, 0x19, 0x0e, 0x05, 0xf5, 0x0a, 0xff,
+ 0xff, 0xf2, 0xfb, 0xdb, 0xf8, 0x06, 0x17, 0xf2, 0xf7, 0x0d, 0x0e, 0xf4,
+ 0xfa, 0xf7, 0x14, 0xdb, 0xe0, 0xfd, 0x08, 0x16, 0xf7, 0x16, 0xfc, 0x09,
+ 0x27, 0x07, 0x09, 0xfb, 0x0a, 0xfc, 0x0c, 0xe4, 0xdb, 0xee, 0xff, 0x10,
+ 0xf3, 0x09, 0xfa, 0xf4, 0x23, 0xf3, 0xf4, 0x19, 0xff, 0xfa, 0xff, 0x19,
+ 0x0f, 0x11, 0xed, 0xec, 0xf8, 0x0f, 0x10, 0xf3, 0xff, 0x0b, 0xf7, 0x06,
+ 0x0b, 0x0e, 0x07, 0xe4, 0x18, 0x0a, 0x08, 0x0e, 0x02, 0x0a, 0x05, 0x19,
+ 0x02, 0xf3, 0xfe, 0xfe, 0x0b, 0x0f, 0xfc, 0xfa, 0x05, 0xf9, 0xe2, 0xf9,
+ 0x1b, 0xf7, 0x0f, 0x07, 0xfc, 0x12, 0xfe, 0x01, 0xfd, 0xf0, 0x04, 0xf4,
+ 0xfd, 0x07, 0xf2, 0x04, 0x04, 0x07, 0xef, 0x0c, 0xed, 0x0e, 0xf6, 0xef,
+ 0x08, 0x07, 0x04, 0xe9, 0xf3, 0x20, 0xda, 0x15, 0xf8, 0xff, 0xec, 0xe0,
+ 0xf6, 0xff, 0xe9, 0x08, 0x01, 0x10, 0xf0, 0xfc, 0xe9, 0x08, 0xe8, 0xf5,
+ 0xf8, 0xe5, 0x17, 0xe6, 0x03, 0xfc, 0x09, 0xf5, 0xdd, 0xf2, 0xff, 0x05,
+ 0xf6, 0xf8, 0xf5, 0x07, 0xfc, 0xf1, 0x04, 0xf3, 0x13, 0xe1, 0x0f, 0xf2,
+ 0x0a, 0xf9, 0xfd, 0x1c, 0xe0, 0x11, 0x1b, 0xe6, 0xef, 0x05, 0x05, 0x0c,
+ 0x23, 0x10, 0x09, 0xfe, 0xf7, 0x1a, 0xf1, 0xfc, 0x11, 0x1d, 0xff, 0x03,
+ 0x03, 0xe6, 0x07, 0x11, 0x0c, 0x0d, 0x16, 0x05, 0x05, 0x25, 0xf3, 0x10,
+ 0x10, 0x06, 0x09, 0xe8, 0x1a, 0xf0, 0xee, 0x09, 0xff, 0x24, 0xf7, 0xfb,
+ 0xe6, 0x06, 0xfa, 0x08, 0x03, 0x00, 0xf2, 0x04, 0xf0, 0xeb, 0x14, 0x1c,
+ 0x03, 0x21, 0x14, 0x1d, 0xfe, 0x03, 0xf6, 0x02, 0x09, 0xff, 0x00, 0x13,
+ 0xef, 0x10, 0x1e, 0x0b, 0x1d, 0x1c, 0xf1, 0xf6, 0xe7, 0xfd, 0x14, 0x01,
+ 0xff, 0x13, 0xf7, 0xfc, 0x00, 0x21, 0xe3, 0xeb, 0x07, 0x0e, 0x09, 0xf1,
+ 0xf8, 0xfd, 0x03, 0xee, 0x19, 0xfd, 0xff, 0xfb, 0xff, 0xea, 0xfb, 0x07,
+ 0xf0, 0x0a, 0x04, 0x04, 0x0b, 0x12, 0xfe, 0x0b, 0xe0, 0xff, 0xf6, 0xe5,
+ 0xfc, 0x11, 0xed, 0xfd, 0x15, 0x03, 0xdd, 0xdb, 0x04, 0xfe, 0xff, 0x0e,
+ 0xff, 0xfa, 0xfb, 0xe5, 0xef, 0xf6, 0xfe, 0x22, 0x0f, 0xe8, 0xfe, 0xf4,
+ 0xfd, 0xd9, 0x03, 0x0a, 0xdf, 0xcf, 0xf1, 0x14, 0x05, 0xfd, 0xfb, 0xf3,
+ 0xfb, 0xfb, 0x0f, 0xf8, 0x05, 0x09, 0x03, 0xf7, 0x05, 0x05, 0x13, 0xfb,
+ 0xeb, 0x23, 0xe7, 0x18, 0xfb, 0x00, 0xfe, 0xdd, 0xe9, 0xea, 0xd3, 0xe8,
+ 0x1a, 0xef, 0x01, 0xf1, 0x09, 0x1d, 0xd8, 0xfc, 0xda, 0x19, 0x03, 0xec,
+ 0xe5, 0xf3, 0xed, 0x0a, 0xf4, 0x13, 0x0b, 0xf7, 0x0c, 0x00, 0xf9, 0xea,
+ 0xe3, 0xfe, 0xff, 0x0d, 0x0a, 0x1b, 0xd7, 0x17, 0xeb, 0xe9, 0x00, 0x0e,
+ 0xee, 0x24, 0xef, 0x09, 0x07, 0xf0, 0xf5, 0x07, 0xf5, 0xf5, 0x10, 0x17,
+ 0x06, 0xf7, 0xfc, 0x02, 0xfb, 0xf9, 0xe7, 0x0a, 0x26, 0xf3, 0x01, 0x01,
+ 0x09, 0x0b, 0x02, 0x27, 0xf8, 0xee, 0xfd, 0x1c, 0xf8, 0xf2, 0x0f, 0xfc,
+ 0x0d, 0xe0, 0xea, 0x02, 0x0b, 0x00, 0xe0, 0x08, 0xfe, 0x10, 0x04, 0xfe,
+ 0xeb, 0x13, 0x01, 0x0c, 0x0e, 0xed, 0x09, 0x01, 0x0c, 0xe3, 0x10, 0xdf,
+ 0xd1, 0x14, 0xf3, 0xef, 0x09, 0xf0, 0xee, 0xe5, 0x11, 0xf4, 0xf6, 0x00,
+ 0xe8, 0x20, 0x0a, 0xfc, 0xea, 0xf7, 0x02, 0x16, 0xe7, 0xf3, 0x0d, 0xe4,
+ 0x04, 0xe6, 0xef, 0xf8, 0x0f, 0x23, 0x02, 0xe0, 0x01, 0x01, 0x01, 0x05,
+ 0xf5, 0x0d, 0xf5, 0xf5, 0xe1, 0xff, 0x04, 0x00, 0xf4, 0x0d, 0xee, 0xf1,
+ 0xef, 0xf7, 0x0b, 0xff, 0x1b, 0xec, 0x05, 0xe7, 0xf3, 0x13, 0x12, 0xf2,
+ 0xf3, 0xfc, 0xea, 0x06, 0xfe, 0x13, 0x12, 0xdb, 0x11, 0xe2, 0xfc, 0x0d,
+ 0x1c, 0xe8, 0x1d, 0xfc, 0xf2, 0xe2, 0x13, 0x1d, 0xda, 0xf6, 0x1c, 0x18,
+ 0x1e, 0xf4, 0xfa, 0x03, 0xdc, 0x0f, 0xff, 0xff, 0x18, 0x0b, 0xed, 0xf1,
+ 0xf8, 0x02, 0xf4, 0x10, 0xf9, 0xeb, 0x0b, 0x0e, 0x0f, 0x01, 0x02, 0x1b,
+ 0x06, 0x10, 0x00, 0xe7, 0x23, 0x0d, 0xf6, 0x11, 0x08, 0xf5, 0x0f, 0x05,
+ 0x13, 0xf7, 0x01, 0x01, 0x0c, 0xf6, 0xf9, 0xf0, 0x29, 0x01, 0xe9, 0x11,
+ 0x02, 0xfa, 0xeb, 0x16, 0x0e, 0x10, 0x09, 0x0e, 0x1c, 0x0a, 0xe3, 0xd3,
+ 0x01, 0xe3, 0x00, 0x06, 0xe2, 0xe9, 0x19, 0xef, 0x12, 0xf3, 0xfc, 0x02,
+ 0x0b, 0x0c, 0x0d, 0xed, 0xfd, 0xf6, 0xf9, 0xe9, 0xf2, 0x28, 0xfe, 0x03,
+ 0xec, 0x03, 0x00, 0xf8, 0xde, 0x0d, 0x25, 0x07, 0x1a, 0xe7, 0xfd, 0x29,
+ 0xd8, 0xf7, 0xfb, 0xde, 0x0c, 0x08, 0x06, 0x22, 0xee, 0x1d, 0x05, 0x07,
+ 0xf0, 0xfb, 0xfe, 0x07, 0xf1, 0x04, 0xe9, 0x01, 0xfc, 0xf1, 0x00, 0xeb,
+ 0xe3, 0x08, 0xec, 0xfe, 0x04, 0xeb, 0xfc, 0x01, 0xf6, 0x0e, 0xdf, 0xf8,
+ 0x12, 0xe3, 0x16, 0xdc, 0x21, 0x0a, 0xe6, 0x06, 0xe5, 0x10, 0x07, 0xf7,
+ 0x1e, 0xde, 0xe3, 0x07, 0x16, 0xed, 0x23, 0xf2, 0x12, 0x0d, 0xe9, 0xf9,
+ 0xe8, 0xfe, 0x0e, 0x02, 0x18, 0x0a, 0xea, 0xec, 0xfb, 0xfe, 0x0c, 0x1b,
+ 0x19, 0x20, 0xfa, 0x07, 0xe5, 0x0c, 0x04, 0x27, 0xdb, 0xe6, 0xfe, 0x0d,
+ 0x0a, 0x0a, 0xfe, 0x39, 0xdd, 0xde, 0x05, 0xec, 0x09, 0x05, 0x0a, 0x2c,
+ 0xf4, 0x02, 0x1f, 0xd3, 0x24, 0xee, 0x0f, 0x3c, 0xf5, 0xfd, 0xf8, 0xf8,
+ 0x12, 0xf5, 0xf3, 0x19, 0xf9, 0xda, 0xf6, 0x0a, 0x0a, 0xf4, 0x09, 0x0f,
+ 0xfc, 0x00, 0x01, 0x01, 0xf3, 0xf8, 0x05, 0xf3, 0x0c, 0x19, 0x0e, 0xfd,
+ 0xfa, 0xe1, 0xfc, 0x0c, 0x03, 0xfb, 0x1b, 0x06, 0xcc, 0xe4, 0x08, 0xf9,
+ 0x10, 0xe9, 0x06, 0x00, 0x17, 0xe8, 0x0d, 0x12, 0xca, 0xf5, 0x23, 0xe4,
+ 0x21, 0xf6, 0x19, 0x33, 0xdd, 0xfa, 0x0c, 0x01, 0x14, 0x07, 0x00, 0x34,
+ 0xda, 0x05, 0x07, 0x01, 0x07, 0xe4, 0x06, 0x24, 0x02, 0xff, 0xf0, 0x09,
+ 0xfc, 0xf4, 0x03, 0x06, 0xee, 0x08, 0xe2, 0x1d, 0xfa, 0x0c, 0xfc, 0x02,
+ 0x03, 0xe5, 0xf0, 0xe2, 0x0a, 0x18, 0x12, 0x0c, 0x1e, 0x20, 0xed, 0x20,
+ 0xe4, 0x01, 0x2a, 0x09, 0x0d, 0x0e, 0xd0, 0xf4, 0xdd, 0xfd, 0x2b, 0xf2,
+ 0x08, 0x0c, 0xf8, 0xf7, 0xfc, 0xf9, 0x15, 0xef, 0x19, 0x1c, 0x01, 0xff,
+ 0xe2, 0x01, 0xf3, 0x30, 0x0e, 0xfb, 0x15, 0xe8, 0x1c, 0x00, 0xfa, 0x16,
+ 0xef, 0xea, 0xfb, 0x05, 0xf0, 0x0e, 0x02, 0x13, 0xf4, 0x01, 0x03, 0xe5,
+ 0x29, 0x07, 0x09, 0x24, 0xf9, 0xe3, 0xf8, 0xde, 0x2d, 0xf4, 0xf5, 0x40,
+ 0xed, 0xdf, 0x07, 0xef, 0x0f, 0x0a, 0x0b, 0x32, 0x0d, 0xe8, 0x00, 0xe6,
+ 0xf6, 0xfc, 0xfd, 0x19, 0x11, 0x09, 0xf3, 0x03, 0xea, 0xf1, 0xfb, 0x02,
+ 0xfd, 0x06, 0xff, 0xfe, 0x09, 0xec, 0x06, 0x0c, 0x15, 0xf9, 0x06, 0xd7,
+ 0xe3, 0xf7, 0xed, 0x01, 0x03, 0xfd, 0x14, 0x01, 0x0e, 0xe0, 0x37, 0x0d,
+ 0xd2, 0x18, 0x2f, 0xea, 0x12, 0x0d, 0x05, 0x3a, 0xd5, 0x07, 0x1e, 0xf2,
+ 0x21, 0x11, 0xf9, 0x36, 0xd3, 0xf5, 0x12, 0xf6, 0xfb, 0xf6, 0x06, 0x0f,
+ 0xde, 0xf9, 0x06, 0x09, 0xdf, 0xff, 0x0b, 0xf3, 0xf5, 0x01, 0xf1, 0xea,
+ 0xf2, 0x02, 0x12, 0xfc, 0x0e, 0xee, 0xf8, 0xeb, 0x00, 0xef, 0x21, 0x0f,
+ 0x09, 0xef, 0xeb, 0x1e, 0xef, 0xf2, 0x26, 0xf9, 0x17, 0xf1, 0xf1, 0xf0,
+ 0x0c, 0x10, 0x1d, 0xff, 0x1d, 0x06, 0x03, 0xf6, 0xfb, 0x14, 0x1b, 0x03,
+ 0x22, 0xfd, 0xec, 0x03, 0xfa, 0xf8, 0x01, 0x2b, 0x1e, 0x1b, 0x09, 0x09,
+ 0x07, 0xff, 0xf0, 0x20, 0xee, 0x14, 0xfb, 0xf6, 0xf8, 0x11, 0xd9, 0x29,
+ 0xf4, 0xfa, 0x07, 0xef, 0x20, 0xf9, 0xf2, 0x30, 0xee, 0xf0, 0xf3, 0xd6,
+ 0x0d, 0xfe, 0x03, 0x36, 0xf5, 0xd7, 0x01, 0xe6, 0x04, 0xf0, 0x05, 0x1f,
+ 0x0f, 0xdd, 0xff, 0xf8, 0x1f, 0xf2, 0x04, 0x37, 0xfa, 0x00, 0xfd, 0xf8,
+ 0x10, 0xe1, 0xfb, 0x0d, 0xed, 0xf6, 0xe2, 0xfe, 0x08, 0xfe, 0x07, 0x08,
+ 0x08, 0x11, 0x0a, 0xf0, 0xf8, 0xf5, 0x04, 0xea, 0x08, 0x12, 0x06, 0x0d,
+ 0x0f, 0x10, 0x40, 0x28, 0xc0, 0xfb, 0x3f, 0x08, 0x1d, 0x09, 0x1b, 0x3d,
+ 0xee, 0xf4, 0x29, 0x13, 0x20, 0xfc, 0x11, 0x4c, 0xdb, 0x02, 0x15, 0x05,
+ 0xec, 0xeb, 0x0a, 0x22, 0xe7, 0x00, 0x02, 0x01, 0xd4, 0xea, 0x0a, 0xf3,
+ 0xe3, 0xf8, 0xf5, 0xfa, 0x01, 0x0d, 0x19, 0x06, 0x24, 0x13, 0x02, 0xf5,
+ 0xf1, 0xf1, 0x1b, 0x0f, 0x19, 0x04, 0xe3, 0xf9, 0xe7, 0x02, 0x29, 0xfc,
+ 0x29, 0xec, 0xe9, 0x04, 0xdc, 0x22, 0x1d, 0xfd, 0x1f, 0x01, 0xec, 0xe8,
+ 0xf5, 0x14, 0x1b, 0x19, 0x06, 0x0e, 0x02, 0x0d, 0xf9, 0x06, 0xfc, 0x15,
+ 0x07, 0xfa, 0x0c, 0xe1, 0x18, 0x1a, 0xe8, 0x1b, 0xe9, 0xef, 0x0a, 0x18,
+ 0xfc, 0x05, 0xf9, 0x14, 0xdc, 0x04, 0x01, 0xff, 0x07, 0xfd, 0xf0, 0x2c,
+ 0xf2, 0xec, 0x0e, 0xe7, 0x1a, 0x05, 0xe8, 0x35, 0x13, 0x09, 0xf9, 0x07,
+ 0xfe, 0xfa, 0x0d, 0x40, 0x0c, 0xea, 0xf4, 0x04, 0x01, 0x11, 0xfc, 0x23,
+ 0xeb, 0xf4, 0xe9, 0x04, 0xeb, 0xe7, 0x07, 0x09, 0xfb, 0xf1, 0xf6, 0xfd,
+ 0x02, 0xfa, 0x02, 0xff, 0x00, 0xff, 0xf1, 0xf1, 0x1a, 0xe9, 0x10, 0xe3,
+ 0x0b, 0x0c, 0x08, 0x04, 0x1b, 0x0a, 0x2b, 0x10, 0xe1, 0x01, 0x1f, 0x06,
+ 0x04, 0xec, 0x19, 0x49, 0xee, 0xf8, 0x22, 0x0c, 0x20, 0x02, 0x07, 0x31,
+ 0xe7, 0xff, 0x0f, 0xf0, 0xfd, 0xea, 0x13, 0x26, 0xce, 0xfa, 0xff, 0xee,
+ 0xe9, 0xfe, 0x15, 0x08, 0x04, 0x05, 0x0d, 0xfa, 0xdd, 0xf8, 0x07, 0x0b,
+ 0x33, 0xef, 0xec, 0xf9, 0xd9, 0xe6, 0x1d, 0x10, 0x41, 0xf6, 0xdf, 0x11,
+ 0xe3, 0x14, 0x1d, 0xfb, 0x2b, 0x15, 0xdc, 0x09, 0xf6, 0x05, 0x16, 0x00,
+ 0x1c, 0x27, 0xe4, 0xfc, 0xf7, 0x16, 0x08, 0x08, 0x2f, 0xdd, 0xf8, 0xfa,
+ 0xe9, 0x0e, 0x0b, 0x0b, 0x02, 0x12, 0x02, 0xfd, 0x19, 0x03, 0xeb, 0x11,
+ 0xf4, 0x09, 0x09, 0x15, 0x12, 0x0d, 0xef, 0x1c, 0xe4, 0xfe, 0x17, 0x0c,
+ 0x09, 0x04, 0xea, 0x2f, 0xf2, 0x1e, 0x02, 0xfb, 0xfe, 0xe3, 0x00, 0x2e,
+ 0x04, 0xf9, 0x0c, 0x05, 0x27, 0x0c, 0x07, 0x2d, 0xf7, 0x0b, 0xfb, 0xf9,
+ 0x1c, 0xdf, 0x11, 0x36, 0x05, 0xf2, 0x02, 0xf8, 0x0b, 0x07, 0x05, 0xfb,
+ 0xfc, 0x0e, 0x13, 0xfa, 0xfb, 0x09, 0xf5, 0xfd, 0x06, 0x15, 0xf9, 0x03,
+ 0x18, 0xfd, 0x1a, 0x0a, 0x03, 0xe2, 0xfb, 0x00, 0x1e, 0xfe, 0x4f, 0x27,
+ 0xe1, 0xf7, 0x31, 0xf0, 0x1b, 0xec, 0x07, 0x5f, 0xe2, 0xf8, 0x40, 0x05,
+ 0x17, 0x24, 0x0c, 0x3c, 0xf3, 0x10, 0x13, 0xf8, 0x0b, 0xf3, 0xf9, 0x36,
+ 0xe1, 0xf3, 0xf4, 0xe8, 0xef, 0xf8, 0xfc, 0xeb, 0xe3, 0xfb, 0xf0, 0xee,
+ 0xdb, 0x06, 0x0c, 0x11, 0x1e, 0x10, 0xe2, 0xe9, 0xeb, 0x0d, 0x34, 0x0f,
+ 0x43, 0xd9, 0xef, 0x08, 0xec, 0x05, 0x1d, 0x02, 0x33, 0xef, 0xf4, 0xf7,
+ 0xe6, 0xf9, 0x22, 0x07, 0x04, 0x06, 0xe9, 0x02, 0xf0, 0xfc, 0x24, 0x20,
+ 0x24, 0x17, 0xe6, 0x0f, 0x05, 0xf6, 0xfc, 0x1f, 0xf2, 0x01, 0x0d, 0xe7,
+ 0xff, 0x1d, 0xf0, 0xfa, 0xd0, 0x00, 0xff, 0x0e, 0x23, 0xf9, 0xf3, 0x11,
+ 0xde, 0x0d, 0x05, 0x04, 0x0b, 0x0b, 0xfb, 0x26, 0x0d, 0x0d, 0xff, 0xe8,
+ 0x16, 0xe8, 0x0b, 0x3c, 0x18, 0xe4, 0x04, 0xff, 0xfa, 0xf3, 0xff, 0x40,
+ 0xee, 0x06, 0xfc, 0x0d, 0x00, 0xf7, 0x13, 0x3f, 0xf7, 0x13, 0x06, 0x08,
+ 0xf9, 0x13, 0xf2, 0x19, 0xfd, 0xf9, 0xf3, 0xe6, 0xfc, 0x07, 0xf6, 0xfd,
+ 0x0a, 0x22, 0x00, 0x01, 0x19, 0xff, 0xe7, 0xff, 0x08, 0xfd, 0x03, 0xfd,
+ 0x1f, 0xe7, 0x28, 0x08, 0xde, 0xf3, 0x43, 0xf6, 0x0c, 0xfe, 0x1e, 0x52,
+ 0xf2, 0x04, 0x17, 0xf2, 0x08, 0x0d, 0x04, 0x38, 0xde, 0x0c, 0x10, 0xef,
+ 0xdf, 0x0f, 0x01, 0x24, 0xde, 0xe1, 0x0d, 0xfd, 0xd4, 0xf6, 0x12, 0x0e,
+ 0xed, 0x01, 0xf0, 0xf3, 0xfd, 0xff, 0x18, 0xf3, 0x36, 0xda, 0xf6, 0xef,
+ 0xe8, 0xef, 0x37, 0x27, 0x4e, 0xf8, 0xf4, 0xff, 0xe5, 0xf3, 0x32, 0x0b,
+ 0x36, 0x08, 0xe9, 0xf6, 0xe2, 0x13, 0x21, 0xfe, 0x12, 0xed, 0xdd, 0xfb,
+ 0xf8, 0x05, 0x0f, 0x03, 0x1c, 0x04, 0xfc, 0xf2, 0x23, 0x0e, 0x03, 0xfc,
+ 0xf9, 0x18, 0xf7, 0x01, 0x1b, 0x03, 0xf5, 0xfd, 0xde, 0xf3, 0x19, 0xfc,
+ 0x11, 0x02, 0xe7, 0x13, 0xde, 0xd8, 0xf2, 0x05, 0x28, 0x02, 0x02, 0x27,
+ 0x07, 0x08, 0xff, 0x07, 0x27, 0x0e, 0x19, 0x40, 0xfb, 0x02, 0x0c, 0xf6,
+ 0x0d, 0x07, 0x0f, 0x47, 0xf8, 0x05, 0x0e, 0xfd, 0x03, 0x1e, 0x07, 0x32,
+ 0xe7, 0xf6, 0x24, 0x01, 0x01, 0x02, 0x0a, 0xff, 0xf6, 0x26, 0x15, 0xf0,
+ 0x04, 0x13, 0x03, 0xfa, 0xfe, 0xf6, 0xf1, 0x09, 0x2a, 0xe6, 0xea, 0xf6,
+ 0x17, 0x13, 0xeb, 0xff, 0x15, 0xeb, 0x23, 0x06, 0xc8, 0xf6, 0x33, 0xeb,
+ 0xf4, 0xe7, 0x12, 0x2a, 0xe3, 0xe6, 0x32, 0xfa, 0x16, 0x15, 0x17, 0x40,
+ 0xf1, 0x08, 0x1a, 0xf3, 0xf6, 0x0c, 0x0c, 0x11, 0xd0, 0x22, 0x02, 0xee,
+ 0xea, 0xf4, 0xf8, 0xf9, 0x13, 0x10, 0x17, 0xf5, 0xf1, 0x0a, 0x0e, 0xfd,
+ 0x32, 0xda, 0xf1, 0xe2, 0xdb, 0xf2, 0x34, 0x1f, 0x53, 0xfc, 0xe4, 0xf2,
+ 0xf6, 0xf2, 0x1d, 0x04, 0x4a, 0xec, 0xee, 0x06, 0xdf, 0x01, 0x1a, 0x04,
+ 0x27, 0xfc, 0xe6, 0xfd, 0xd9, 0xfd, 0x0e, 0x00, 0x0c, 0x16, 0xf3, 0x03,
+ 0xf7, 0xfc, 0x0e, 0x0f, 0x09, 0x06, 0x06, 0x04, 0x08, 0x02, 0xed, 0xf5,
+ 0xe4, 0xe6, 0x07, 0x06, 0x03, 0x18, 0xea, 0x13, 0xe2, 0xfa, 0x10, 0xf2,
+ 0x02, 0xec, 0x03, 0x3c, 0xf6, 0xf6, 0x0a, 0x10, 0x09, 0xf8, 0x15, 0x24,
+ 0xfd, 0x0d, 0x09, 0x01, 0x00, 0xff, 0x00, 0x1a, 0xf0, 0xee, 0x08, 0x03,
+ 0x1d, 0x05, 0x16, 0x46, 0xe6, 0xf8, 0x08, 0x00, 0x09, 0x09, 0xff, 0x01,
+ 0xfc, 0x20, 0xfc, 0xec, 0x05, 0x1b, 0x03, 0xf1, 0x12, 0xe4, 0xfa, 0x24,
+ 0x1c, 0xf5, 0xf2, 0x05, 0x11, 0xe7, 0xfa, 0x02, 0x20, 0xea, 0x31, 0x10,
+ 0xcf, 0xd8, 0x33, 0xee, 0xff, 0x09, 0x20, 0x3f, 0xe2, 0x0a, 0x29, 0xee,
+ 0x3a, 0xf2, 0x1e, 0x39, 0x02, 0x1e, 0xfe, 0xf2, 0xef, 0xe2, 0x0d, 0x0f,
+ 0xf1, 0x19, 0x02, 0xe7, 0xec, 0xff, 0xfe, 0xe4, 0xfe, 0xfb, 0x02, 0xf6,
+ 0xf1, 0xf4, 0x07, 0x1a, 0x2a, 0xf9, 0x06, 0xf9, 0xda, 0xf4, 0x22, 0x02,
+ 0x4f, 0x0a, 0xf3, 0xfc, 0xf3, 0xf6, 0x25, 0x0a, 0x28, 0x01, 0xf7, 0x09,
+ 0xe6, 0x05, 0x28, 0xf7, 0x1e, 0xf2, 0xee, 0x13, 0xee, 0x05, 0x0f, 0x0a,
+ 0x09, 0xe8, 0xe8, 0x0e, 0x05, 0x12, 0x0f, 0x15, 0x02, 0xec, 0xf8, 0x02,
+ 0xf7, 0x05, 0xf8, 0xff, 0xdc, 0x00, 0x01, 0x00, 0x12, 0x17, 0xec, 0x19,
+ 0xfa, 0x09, 0xfa, 0xf3, 0x1d, 0x0b, 0x07, 0x25, 0xea, 0x0c, 0xf5, 0xfa,
+ 0x04, 0xf7, 0xfe, 0x33, 0xfe, 0x14, 0xef, 0x04, 0xf0, 0x00, 0x00, 0x3a,
+ 0xea, 0xfa, 0x10, 0x01, 0xe4, 0x00, 0xff, 0x23, 0xe9, 0x26, 0x15, 0x10,
+ 0x04, 0x14, 0x0d, 0x08, 0xf8, 0xfd, 0x10, 0xfb, 0x00, 0x21, 0x06, 0xfa,
+ 0x0f, 0x08, 0xf1, 0x09, 0x28, 0xf0, 0xd8, 0x0d, 0x08, 0x09, 0x02, 0xfb,
+ 0x12, 0x03, 0x0e, 0xfb, 0xce, 0xf0, 0x39, 0xe5, 0x09, 0xf6, 0x1f, 0x35,
+ 0xdd, 0x1c, 0x25, 0xef, 0x17, 0x0c, 0xf6, 0x3e, 0xf0, 0x21, 0x08, 0xff,
+ 0xd7, 0xfc, 0xfd, 0x1f, 0xe5, 0x18, 0x12, 0xe9, 0xf5, 0xe9, 0x12, 0xf6,
+ 0x02, 0x13, 0xf4, 0x0a, 0xfd, 0x03, 0x09, 0x08, 0x2f, 0x07, 0xee, 0xfd,
+ 0xd7, 0x00, 0x2b, 0x29, 0x3b, 0xdb, 0xde, 0xf1, 0xe1, 0xf7, 0x47, 0x12,
+ 0x35, 0x0c, 0xe4, 0x09, 0xef, 0x17, 0x2b, 0xea, 0x2d, 0xf8, 0xe8, 0x18,
+ 0xef, 0x03, 0x11, 0x0a, 0x10, 0xff, 0xe8, 0x07, 0x0c, 0x07, 0x03, 0x18,
+ 0x05, 0x08, 0xf8, 0xf8, 0x06, 0x18, 0xe9, 0xf9, 0xe0, 0x0f, 0x0d, 0x18,
+ 0x04, 0x01, 0xf0, 0x1c, 0xf6, 0x14, 0xfd, 0x12, 0x0c, 0x0c, 0x02, 0x34,
+ 0xf6, 0xe6, 0xfd, 0xf9, 0xf9, 0xfd, 0x00, 0x2a, 0xfc, 0xf9, 0xff, 0x0a,
+ 0xfe, 0x1b, 0xf5, 0x34, 0xdc, 0xf9, 0x15, 0x13, 0xe7, 0x1b, 0xf7, 0x25,
+ 0xfd, 0x09, 0x08, 0x0a, 0xf0, 0x17, 0x0f, 0x04, 0xf4, 0xe9, 0x06, 0x07,
+ 0xf5, 0x02, 0xfc, 0xf5, 0x09, 0xee, 0xf1, 0x07, 0x38, 0x03, 0x05, 0x0f,
+ 0x16, 0x0f, 0xed, 0xff, 0x21, 0xf8, 0x34, 0x07, 0xd1, 0xf9, 0x27, 0x00,
+ 0x0c, 0x21, 0x18, 0x42, 0xe6, 0x02, 0x1a, 0xf1, 0x2f, 0xf1, 0x0e, 0x3b,
+ 0xee, 0xf8, 0x08, 0xea, 0xfe, 0xf9, 0x03, 0x18, 0xf5, 0xf8, 0x0d, 0xeb,
+ 0x01, 0x10, 0x09, 0x02, 0x15, 0xfb, 0xf1, 0x0b, 0xf2, 0x06, 0x08, 0x09,
+ 0x2f, 0x19, 0x02, 0xfe, 0xe4, 0x06, 0x1f, 0x17, 0x49, 0xf2, 0xe2, 0x02,
+ 0xef, 0x04, 0x26, 0x16, 0x3f, 0x08, 0xf1, 0x0a, 0xfd, 0xf9, 0x28, 0x01,
+ 0x15, 0x0b, 0xf9, 0x10, 0xdc, 0x02, 0x20, 0xf7, 0x16, 0xe6, 0x09, 0x03,
+ 0xf1, 0xf5, 0x12, 0x1c, 0xfb, 0x2a, 0x08, 0xfa, 0x0a, 0x16, 0xf6, 0x15,
+ 0xf0, 0x06, 0x11, 0xfd, 0x0e, 0xf9, 0xf6, 0x12, 0xed, 0xf3, 0xfd, 0x1f,
+ 0x0b, 0xfa, 0x08, 0x30, 0xf8, 0xff, 0x0b, 0xeb, 0x10, 0xff, 0x07, 0x22,
+ 0x0d, 0x07, 0x09, 0x03, 0xf6, 0xf8, 0xfc, 0x26, 0xf8, 0xee, 0x11, 0x02,
+ 0x03, 0x0a, 0xef, 0x38, 0xfe, 0x13, 0x1b, 0x09, 0xfe, 0x06, 0x05, 0xf3,
+ 0x04, 0xdf, 0xfc, 0x00, 0xe7, 0x15, 0xec, 0xf1, 0xf8, 0xfc, 0xed, 0x05,
+ 0x0e, 0xf3, 0x15, 0x09, 0x01, 0x0d, 0xfd, 0x00, 0x24, 0xe2, 0x31, 0x13,
+ 0xd5, 0x1b, 0x2b, 0xe8, 0x03, 0x08, 0x1d, 0x33, 0xdc, 0xfd, 0x24, 0xe4,
+ 0x20, 0xfa, 0x07, 0x33, 0x01, 0x12, 0x06, 0xf5, 0xef, 0xf7, 0xfa, 0x13,
+ 0x01, 0xec, 0xee, 0xe0, 0xfd, 0x0d, 0xff, 0x09, 0xf6, 0x00, 0xed, 0x07,
+ 0xea, 0x0e, 0xff, 0x0e, 0x26, 0xfc, 0xf0, 0xe7, 0xe7, 0xfe, 0x30, 0xff,
+ 0x24, 0x04, 0x06, 0xf4, 0xf5, 0xf8, 0x23, 0x0e, 0x3d, 0xf2, 0xfd, 0x04,
+ 0xe8, 0xfb, 0x23, 0xfe, 0x33, 0xe1, 0x01, 0xfd, 0xdc, 0xfb, 0x0e, 0xfa,
+ 0x22, 0xfb, 0x11, 0xfa, 0xff, 0x08, 0x21, 0x30, 0x13, 0x03, 0xf2, 0x03,
+ 0xf8, 0x0f, 0xec, 0x0d, 0xef, 0x0f, 0x10, 0x10, 0x0f, 0xf6, 0xf9, 0x1e,
+ 0xf7, 0xe5, 0x08, 0xfa, 0x09, 0xff, 0x00, 0x15, 0x02, 0x00, 0x08, 0xfe,
+ 0xfb, 0x0e, 0x15, 0x28, 0xfa, 0xfb, 0x13, 0x06, 0xfb, 0x05, 0xf6, 0x11,
+ 0xf6, 0x0b, 0x06, 0x15, 0xe1, 0x00, 0xe9, 0x0f, 0xe1, 0x1d, 0x18, 0xfd,
+ 0x0b, 0x0f, 0xff, 0xf2, 0xf5, 0xfd, 0x14, 0xff, 0xf4, 0xfe, 0xe2, 0xf8,
+ 0x14, 0x0b, 0xeb, 0x07, 0x35, 0xe2, 0xeb, 0x0b, 0x04, 0x22, 0xfe, 0x0e,
+ 0x1d, 0xf2, 0x24, 0x11, 0xcc, 0xec, 0x25, 0xf7, 0xff, 0xf9, 0x06, 0x29,
+ 0xe4, 0x07, 0x1c, 0xdb, 0xf8, 0x1d, 0xfa, 0x44, 0xf2, 0x01, 0x0f, 0xe6,
+ 0x11, 0x03, 0xee, 0x17, 0x06, 0xe0, 0x0c, 0xd8, 0xe9, 0xfd, 0x11, 0xfe,
+ 0x07, 0xdd, 0xea, 0xff, 0xde, 0xdd, 0x0a, 0x09, 0x30, 0xf2, 0x01, 0xe4,
+ 0xe0, 0xeb, 0x2d, 0x12, 0x2d, 0xeb, 0xfc, 0xf0, 0xe8, 0xf9, 0x1f, 0x08,
+ 0x3f, 0xeb, 0x0e, 0x13, 0xf9, 0x0c, 0x1c, 0x02, 0x25, 0xec, 0xf6, 0x05,
+ 0xf3, 0xf4, 0x18, 0x08, 0x12, 0xe9, 0xfb, 0xfd, 0xf9, 0x08, 0x13, 0x1c,
+ 0x08, 0xec, 0xfe, 0x02, 0xf1, 0x19, 0xf3, 0x1d, 0xf1, 0x07, 0x11, 0x12,
+ 0xfa, 0xf2, 0xf6, 0x0d, 0xff, 0x17, 0x0a, 0xfb, 0x1f, 0xf8, 0x11, 0x24,
+ 0xf6, 0xfc, 0xfe, 0x07, 0xed, 0x05, 0x1c, 0x21, 0xfe, 0xfe, 0x16, 0x0d,
+ 0x08, 0x0f, 0x09, 0x33, 0xf4, 0x1f, 0x14, 0x0c, 0xfe, 0xf5, 0xeb, 0x2a,
+ 0xee, 0xf3, 0x12, 0x19, 0xec, 0x01, 0x06, 0xf7, 0x05, 0x22, 0x0b, 0xeb,
+ 0xeb, 0x06, 0xe1, 0xf5, 0x0d, 0xee, 0xfb, 0x0a, 0x31, 0xff, 0xe3, 0xea,
+ 0x18, 0x09, 0xe3, 0x07, 0x1a, 0xf8, 0x15, 0xfc, 0xcc, 0xf2, 0x2a, 0xe5,
+ 0x01, 0xea, 0x10, 0x1f, 0xd9, 0x02, 0x13, 0xf6, 0x16, 0x01, 0x0e, 0x3c,
+ 0x02, 0x17, 0x04, 0xf1, 0xf7, 0x02, 0x07, 0x0c, 0x02, 0x1f, 0xf4, 0xe6,
+ 0xf0, 0xe9, 0x05, 0xf4, 0xfd, 0xe4, 0xf7, 0xe9, 0xfc, 0xef, 0x06, 0x02,
+ 0x26, 0xf1, 0xf1, 0xeb, 0xe9, 0xe6, 0x30, 0x1c, 0x38, 0x0f, 0x03, 0xf1,
+ 0x10, 0x04, 0x30, 0x19, 0x1f, 0xfb, 0xfc, 0x05, 0xe2, 0xfe, 0x18, 0xf2,
+ 0x1c, 0xf2, 0xf5, 0x0e, 0xf2, 0x05, 0x1d, 0x28, 0x12, 0xf0, 0xf0, 0x0f,
+ 0x0a, 0x03, 0x1a, 0x1a, 0xf3, 0x08, 0x13, 0xef, 0xf5, 0x1c, 0x06, 0x00,
+ 0xee, 0x12, 0x1d, 0x03, 0x18, 0x06, 0x0a, 0x0e, 0xf0, 0xeb, 0xfa, 0x0d,
+ 0x08, 0xff, 0x06, 0x24, 0x0f, 0x03, 0x0a, 0x0f, 0x0e, 0xff, 0x08, 0x33,
+ 0xfc, 0x00, 0x0e, 0xfb, 0xfb, 0x05, 0x07, 0x19, 0xe8, 0xe7, 0x12, 0x11,
+ 0x15, 0xf7, 0x0c, 0x1a, 0xf6, 0x28, 0x08, 0xeb, 0xf2, 0x25, 0xee, 0x01,
+ 0x03, 0xec, 0xed, 0xfa, 0xf0, 0xf2, 0xef, 0xf1, 0x02, 0x23, 0xef, 0x01,
+ 0x41, 0xfa, 0xf4, 0xf4, 0x15, 0xf5, 0xf5, 0xf9, 0x28, 0xde, 0x20, 0xf6,
+ 0xc7, 0xde, 0x21, 0xe4, 0xfe, 0xec, 0x0d, 0x2c, 0xee, 0x24, 0x10, 0xf0,
+ 0x1d, 0x12, 0x0e, 0x2b, 0x06, 0xf8, 0xfd, 0x01, 0x08, 0xef, 0xfd, 0x0f,
+ 0xeb, 0xed, 0xe1, 0xdf, 0xf1, 0xe5, 0x16, 0xe3, 0x08, 0xfc, 0xf6, 0xf6,
+ 0xd8, 0xf0, 0x23, 0xfc, 0x2b, 0xf5, 0xff, 0xe7, 0xf4, 0xe9, 0x29, 0x09,
+ 0x2b, 0x0c, 0xff, 0x08, 0x0b, 0xed, 0x29, 0x14, 0x3c, 0xf5, 0xeb, 0x18,
+ 0xf6, 0x10, 0x22, 0xf9, 0x17, 0x23, 0x02, 0x0c, 0xf6, 0xfa, 0x2f, 0xfe,
+ 0x1e, 0xeb, 0xfd, 0x03, 0xf0, 0x07, 0x1c, 0x09, 0xfa, 0xe1, 0x0d, 0x0f,
+ 0x18, 0x03, 0xfe, 0xf0, 0xec, 0x0b, 0x10, 0x02, 0x14, 0x06, 0xef, 0xf7,
+ 0xea, 0x0b, 0x05, 0xfe, 0x1f, 0x06, 0x0e, 0x07, 0x00, 0xe1, 0x01, 0x01,
+ 0x07, 0x05, 0x09, 0xf7, 0xef, 0x15, 0xf7, 0x12, 0x05, 0x03, 0x04, 0x1d,
+ 0x04, 0x10, 0x12, 0x06, 0x05, 0x00, 0x08, 0x18, 0xd6, 0xf2, 0xfa, 0x07,
+ 0xf8, 0x12, 0x07, 0xfd, 0xdd, 0x00, 0x04, 0xfb, 0xf8, 0x09, 0xf3, 0x09,
+ 0xfb, 0xf0, 0xe8, 0x09, 0x27, 0xf5, 0xf8, 0x06, 0x01, 0x02, 0x0e, 0xf6,
+ 0x1f, 0xfa, 0x29, 0xf8, 0xd6, 0x01, 0x22, 0xf8, 0x1d, 0xe3, 0x1a, 0x39,
+ 0x0a, 0x0d, 0x19, 0xf5, 0x12, 0xfb, 0x1d, 0x2a, 0x03, 0xf6, 0x0c, 0xf2,
+ 0xfd, 0xec, 0x18, 0x13, 0xfe, 0x1a, 0xe8, 0xdd, 0x01, 0xf8, 0x30, 0x01,
+ 0xf8, 0xfe, 0xe4, 0xe7, 0xff, 0xeb, 0x23, 0xfa, 0x2c, 0xf0, 0xfc, 0xe7,
+ 0x0a, 0xf8, 0x18, 0x10, 0x23, 0x01, 0xfa, 0xe8, 0xf1, 0xfa, 0x1d, 0x0e,
+ 0x17, 0xe7, 0xe4, 0xf5, 0xf9, 0x0c, 0x17, 0x0c, 0x13, 0xe8, 0xe1, 0x17,
+ 0x19, 0x05, 0x0b, 0x0f, 0x23, 0xed, 0xff, 0xfe, 0xe0, 0x14, 0x16, 0x00,
+ 0x0d, 0x1c, 0x0b, 0xf5, 0xfb, 0x18, 0xee, 0xff, 0xff, 0xf3, 0x18, 0x0c,
+ 0x05, 0xfa, 0xf6, 0xfe, 0xfe, 0xf8, 0xf8, 0x09, 0xef, 0xf8, 0x0e, 0xf0,
+ 0x00, 0xf8, 0x0c, 0xf8, 0xf6, 0x07, 0x16, 0x11, 0xf8, 0xea, 0xff, 0xff,
+ 0x01, 0x20, 0x07, 0x08, 0xfd, 0x1c, 0xfc, 0x06, 0xed, 0x0d, 0x08, 0x15,
+ 0xf0, 0x25, 0x01, 0x1b, 0x00, 0x02, 0xfe, 0x01, 0x05, 0x01, 0xfd, 0xf1,
+ 0xe5, 0x0c, 0xe4, 0xe1, 0xf0, 0xfa, 0xee, 0x0e, 0x35, 0xee, 0x15, 0xef,
+ 0x0a, 0xf9, 0x01, 0xf5, 0x1f, 0x05, 0x1f, 0x0d, 0xe1, 0xf4, 0xff, 0xf5,
+ 0x23, 0x02, 0x18, 0x30, 0xfc, 0xf0, 0x0d, 0x04, 0x0d, 0x06, 0x29, 0x1d,
+ 0xf9, 0x08, 0x06, 0xe5, 0x13, 0xfd, 0x0d, 0x26, 0xef, 0x09, 0xdc, 0xf2,
+ 0x05, 0xdf, 0x0c, 0xf6, 0xf3, 0xd9, 0xf8, 0x08, 0xef, 0xeb, 0x0f, 0xf9,
+ 0x3a, 0x03, 0xff, 0xe0, 0xf7, 0xf0, 0x15, 0x12, 0x41, 0x0b, 0xf1, 0x04,
+ 0x04, 0xe2, 0x0e, 0x0b, 0x2c, 0x03, 0xea, 0x02, 0xfb, 0xe7, 0x08, 0xe9,
+ 0x22, 0xf3, 0xf2, 0x1c, 0xfa, 0xf3, 0x11, 0x04, 0x1f, 0xf5, 0x02, 0x0f,
+ 0x1a, 0x1f, 0x24, 0x0b, 0x06, 0x1f, 0xf3, 0x06, 0x00, 0x02, 0xe8, 0xf6,
+ 0xf4, 0xe8, 0x07, 0x2e, 0xfb, 0xf8, 0x10, 0x09, 0xf0, 0x0e, 0xff, 0xfe,
+ 0x1c, 0x14, 0x17, 0x06, 0xe2, 0xf1, 0xfa, 0x01, 0x11, 0x13, 0x12, 0x29,
+ 0xf1, 0x0f, 0x1f, 0xfa, 0xfd, 0xfd, 0x02, 0x07, 0x0e, 0xfb, 0x0e, 0x04,
+ 0x01, 0x01, 0xed, 0xfe, 0xde, 0xfd, 0x08, 0xef, 0xf6, 0x0a, 0xff, 0x0f,
+ 0xe7, 0xf2, 0x0f, 0x02, 0xea, 0x10, 0xf9, 0xec, 0xfd, 0x09, 0xea, 0x1f,
+ 0x46, 0xdd, 0xe2, 0xf7, 0x08, 0xf5, 0xf7, 0xe9, 0x33, 0xfb, 0x2f, 0xf6,
+ 0xb5, 0x1d, 0x15, 0xeb, 0x11, 0xf7, 0x2a, 0x2e, 0x08, 0x1d, 0xf4, 0xfb,
+ 0x15, 0xfa, 0x22, 0x34, 0xff, 0x06, 0xf6, 0xfd, 0xfa, 0xf9, 0x03, 0xf5,
+ 0xf4, 0xf4, 0xd5, 0xea, 0x01, 0x08, 0x22, 0xf1, 0xf2, 0x06, 0xd1, 0xe5,
+ 0x0c, 0xef, 0x12, 0x03, 0x08, 0x02, 0xf7, 0x05, 0x1b, 0x07, 0x39, 0x34,
+ 0x21, 0xe2, 0xe3, 0x0b, 0x0c, 0xf6, 0x29, 0xf7, 0x24, 0x0a, 0xfc, 0xff,
+ 0x1a, 0xfd, 0x05, 0xff, 0xff, 0x0e, 0x0a, 0x1a, 0x09, 0xfb, 0x15, 0x04,
+ 0x03, 0xf7, 0xfe, 0x00, 0xfc, 0xfb, 0x11, 0xfa, 0x1d, 0x0e, 0x06, 0xed,
+ 0xfc, 0x23, 0xd8, 0xf2, 0x04, 0xe5, 0x0f, 0x16, 0x29, 0xfe, 0xf5, 0xec,
+ 0xe2, 0x0e, 0xeb, 0x09, 0x1d, 0x11, 0x05, 0x11, 0xe4, 0x29, 0x12, 0x02,
+ 0x12, 0x19, 0x0e, 0x1a, 0xee, 0xf9, 0x05, 0x09, 0xf5, 0xfd, 0x05, 0x04,
+ 0xe4, 0xf1, 0x17, 0x01, 0xf2, 0xfe, 0x0b, 0xf4, 0x0d, 0x04, 0x06, 0xfe,
+ 0xff, 0xec, 0xe9, 0x00, 0xff, 0x03, 0x03, 0xfd, 0xf1, 0x15, 0xfc, 0xf3,
+ 0xff, 0xfe, 0x09, 0xee, 0x3c, 0x01, 0xec, 0x02, 0xf0, 0xf6, 0x20, 0xeb,
+ 0x16, 0x07, 0x32, 0xf3, 0xce, 0xf0, 0x02, 0xd4, 0x11, 0xe6, 0x28, 0x0e,
+ 0xe3, 0x21, 0xee, 0xce, 0x1e, 0xd9, 0x23, 0x26, 0x06, 0xfa, 0xf9, 0xf1,
+ 0x01, 0xe6, 0x0b, 0x07, 0xdc, 0x21, 0xbc, 0xe3, 0xef, 0xf8, 0x12, 0xfc,
+ 0xe6, 0xfe, 0xf5, 0xd4, 0x15, 0x0a, 0x00, 0x13, 0xfc, 0xec, 0xf3, 0xd6,
+ 0x1a, 0xe3, 0x21, 0x36, 0x2a, 0x03, 0xe9, 0xe3, 0xff, 0x00, 0x13, 0x1c,
+ 0x0e, 0x20, 0xe5, 0xf5, 0x24, 0x0b, 0x20, 0x14, 0x13, 0xf8, 0x04, 0x1b,
+ 0x2f, 0x0a, 0x15, 0x00, 0xf4, 0x1a, 0x11, 0x0d, 0x03, 0x18, 0x0f, 0x18,
+ 0x04, 0x1f, 0xfb, 0xf2, 0x1f, 0x15, 0x03, 0xfb, 0x0b, 0x17, 0xfb, 0x0b,
+ 0x1b, 0x1f, 0xf4, 0x07, 0xf9, 0xf9, 0xf8, 0xf4, 0x14, 0x0f, 0xf6, 0xfe,
+ 0xdd, 0x0b, 0xff, 0x01, 0x18, 0x04, 0x1b, 0x0a, 0xed, 0xe7, 0xf9, 0x16,
+ 0x02, 0x01, 0x00, 0xf7, 0xf1, 0x07, 0xf0, 0x06, 0xf8, 0x0b, 0x02, 0xf3,
+ 0xff, 0x20, 0xfd, 0x01, 0x04, 0xf5, 0xd9, 0xf4, 0xf4, 0xf2, 0xe8, 0xff,
+ 0x04, 0x00, 0xf0, 0xe2, 0xfe, 0xed, 0x1b, 0xef, 0x20, 0xfa, 0xfb, 0xf4,
+ 0x02, 0x18, 0x07, 0xfb, 0xef, 0xe4, 0x08, 0x0d, 0xe1, 0x0e, 0x25, 0xc6,
+ 0xfd, 0x0c, 0x1c, 0x0b, 0xf0, 0x01, 0x1c, 0xd4, 0x11, 0xf5, 0x1b, 0x09,
+ 0xfb, 0xda, 0x13, 0xe3, 0xf9, 0x10, 0x14, 0xf0, 0xf0, 0xfd, 0x1f, 0xcf,
+ 0xf4, 0xe4, 0xfb, 0x0e, 0x0a, 0x11, 0xed, 0xdc, 0xfc, 0xe6, 0xf7, 0xfc,
+ 0x13, 0xe1, 0x0b, 0xe4, 0x04, 0x11, 0xee, 0x21, 0x14, 0xe1, 0x07, 0xe4,
+ 0xfb, 0x08, 0x03, 0x2b, 0x27, 0xf6, 0x0d, 0x02, 0x1b, 0x09, 0x09, 0xf8,
+ 0x14, 0x19, 0x0f, 0x0b, 0x01, 0x10, 0x09, 0x12, 0x03, 0xf5, 0x18, 0xf3,
+ 0xfb, 0xf5, 0x02, 0x0e, 0x0d, 0x00, 0x07, 0xfc, 0x18, 0x25, 0x0b, 0xf0,
+ 0xf9, 0xe6, 0x08, 0x01, 0x24, 0x14, 0xfa, 0xed, 0xe5, 0x1f, 0x09, 0xfe,
+ 0x08, 0xee, 0x1a, 0x1a, 0x05, 0x00, 0xff, 0x0c, 0xfe, 0xf9, 0x11, 0x11,
+ 0xea, 0xfe, 0x08, 0xf9, 0xf0, 0xe4, 0x01, 0x0d, 0xf1, 0x00, 0x0b, 0xea,
+ 0x19, 0xea, 0xf3, 0xf8, 0x08, 0x12, 0x1c, 0x1f, 0xfb, 0xef, 0xf0, 0xf2,
+ 0x14, 0xe1, 0x03, 0xfa, 0xf9, 0xda, 0xe9, 0xfc, 0xf3, 0xff, 0x12, 0x04,
+ 0xf7, 0xfc, 0x17, 0x0f, 0xfc, 0x29, 0x03, 0xe5, 0xf2, 0xee, 0x1e, 0xfa,
+ 0x04, 0xed, 0x25, 0xf4, 0xe1, 0x15, 0x10, 0x1e, 0xef, 0x1c, 0x04, 0xde,
+ 0xe5, 0x08, 0x21, 0xfd, 0xfd, 0xea, 0x03, 0xca, 0xda, 0x26, 0x00, 0x0a,
+ 0xfd, 0x05, 0xf0, 0xd4, 0xe1, 0x1a, 0xe4, 0xf5, 0x07, 0xe7, 0xfa, 0xdf,
+ 0xd4, 0x03, 0xf0, 0x10, 0x15, 0x0c, 0xf4, 0xed, 0xe3, 0xfb, 0x0f, 0x1e,
+ 0x16, 0x09, 0x00, 0xec, 0xea, 0x13, 0x16, 0x0b, 0x01, 0xfb, 0xff, 0x00,
+ 0xfb, 0x07, 0x13, 0x08, 0xf4, 0xe4, 0x12, 0x00, 0xfb, 0xfa, 0xfc, 0x08,
+ 0xeb, 0x19, 0x02, 0x1c, 0xe8, 0x26, 0xf3, 0x10, 0x09, 0x0f, 0x19, 0x02,
+ 0xfb, 0xec, 0xf7, 0xe2, 0xfb, 0xfa, 0x11, 0xf3, 0x0b, 0x08, 0xff, 0xd9,
+ 0xf8, 0x12, 0x18, 0x06, 0x07, 0x22, 0xff, 0x19, 0xf5, 0x0b, 0x0a, 0x13,
+ 0xf2, 0xfa, 0x02, 0x21, 0xeb, 0x11, 0x17, 0x17, 0xec, 0xe1, 0x0e, 0xf7,
+ 0xe8, 0xd8, 0x0e, 0x01, 0xf1, 0xed, 0xed, 0xf0, 0x09, 0xf7, 0xe7, 0xfd,
+ 0xf0, 0xf9, 0xdb, 0xee, 0xdc, 0xfb, 0xf8, 0x0a, 0xf5, 0x0b, 0xd4, 0xd7,
+ 0x08, 0x06, 0x18, 0x06, 0x0c, 0x13, 0xfd, 0x09, 0x13, 0x26, 0x12, 0xf4,
+ 0xef, 0x00, 0xf5, 0x28, 0x18, 0xfe, 0x04, 0x0e, 0x21, 0x1a, 0x0a, 0x1e,
+ 0x09, 0xf0, 0x0d, 0x0f, 0xec, 0xf3, 0x17, 0x22, 0x00, 0xec, 0x0e, 0x01,
+ 0xe9, 0x08, 0x09, 0xf2, 0xf2, 0x08, 0xf0, 0x0b, 0xd9, 0x09, 0x14, 0xf5,
+ 0xf6, 0x04, 0x19, 0xf4, 0x11, 0xe9, 0xf2, 0x0d, 0x20, 0x17, 0x0a, 0x05,
+ 0x0c, 0x04, 0x01, 0xfd, 0xf4, 0xfb, 0x1b, 0x0c, 0xf2, 0x0b, 0xff, 0xfe,
+ 0x01, 0xd8, 0xfa, 0x0e, 0xf5, 0x14, 0xf9, 0x01, 0x04, 0xf8, 0xfa, 0x02,
+ 0xe8, 0xf9, 0xf9, 0xea, 0xf1, 0x07, 0xff, 0x1e, 0x01, 0x0b, 0xf7, 0x0a,
+ 0xf7, 0x0c, 0xfd, 0xec, 0xf3, 0x05, 0xf8, 0xda, 0x0b, 0x15, 0xf6, 0xee,
+ 0xf9, 0x10, 0xfa, 0xfe, 0x08, 0xf0, 0xe6, 0xec, 0x05, 0xff, 0x15, 0x19,
+ 0x1f, 0x11, 0xfc, 0x09, 0x08, 0x01, 0x06, 0xfe, 0x04, 0x08, 0xfb, 0xfb,
+ 0x08, 0xf4, 0xf6, 0x28, 0x10, 0xf9, 0x28, 0x0b, 0xf8, 0x0d, 0x01, 0x00,
+ 0xff, 0x02, 0x05, 0x08, 0xea, 0xe9, 0xf4, 0xf6, 0x01, 0xea, 0xdf, 0x1f,
+ 0xfe, 0x0a, 0xf9, 0xf7, 0x0c, 0x1b, 0x06, 0xed, 0xf6, 0xf2, 0x03, 0x03,
+ 0xfd, 0x04, 0xf5, 0x10, 0x0a, 0x0b, 0xf4, 0xf8, 0xf1, 0xe7, 0x05, 0xfe,
+ 0xe7, 0x0b, 0xf1, 0xec, 0xf4, 0xec, 0x06, 0xee, 0xde, 0x05, 0x1b, 0xfe,
+ 0x13, 0xf3, 0xd9, 0xea, 0x04, 0x10, 0x05, 0xed, 0x15, 0x02, 0x0b, 0x10,
+ 0xfa, 0x02, 0x05, 0x0b, 0x02, 0x07, 0xfc, 0xf5, 0x15, 0x14, 0x05, 0xf7,
+ 0x0c, 0xfe, 0xf6, 0xf4, 0xfa, 0x06, 0xfc, 0x13, 0xdc, 0xe4, 0x09, 0xfa,
+ 0x02, 0x23, 0xec, 0x06, 0x11, 0x13, 0xf8, 0xfa, 0x27, 0x28, 0x0b, 0x23,
+ 0xec, 0xf1, 0x09, 0x17, 0x0f, 0x13, 0xff, 0xf2, 0xfc, 0x0a, 0xf5, 0x0d,
+ 0x03, 0x26, 0x01, 0x0f, 0xfe, 0xf1, 0xfb, 0xe6, 0xf0, 0x02, 0xf2, 0xff,
+ 0x02, 0x11, 0xff, 0xfd, 0x1c, 0x02, 0x0b, 0xf6, 0x14, 0x0c, 0x0b, 0x21,
+ 0x28, 0xf0, 0x11, 0x05, 0x06, 0xed, 0xf9, 0x0a, 0xf2, 0xef, 0xf8, 0xf1,
+ 0xfe, 0x0d, 0xf9, 0xf7, 0xea, 0x00, 0x08, 0xdb, 0x02, 0x0f, 0xfe, 0x04,
+ 0xef, 0x20, 0x16, 0x01, 0xe8, 0xed, 0xe4, 0x22, 0xf6, 0x19, 0x00, 0x04,
+ 0x01, 0x13, 0xeb, 0x0d, 0xec, 0x01, 0x08, 0x05, 0x0c, 0x0e, 0xfe, 0x02,
+ 0x12, 0xf7, 0x27, 0xf9, 0xfd, 0x18, 0xfe, 0x24, 0xf7, 0x13, 0xed, 0x1e,
+ 0x09, 0xff, 0xd8, 0xf4, 0x12, 0xf8, 0x04, 0x0c, 0x1c, 0x11, 0xfd, 0x17,
+ 0x1d, 0x01, 0x13, 0xee, 0x11, 0xf3, 0xf8, 0x06, 0xf6, 0x16, 0xfe, 0x15,
+ 0x16, 0xdc, 0x1f, 0x00, 0x25, 0xee, 0xff, 0xf7, 0xf6, 0x02, 0xdd, 0x15,
+ 0xf1, 0x14, 0x08, 0xe8, 0xe5, 0x21, 0xea, 0xf0, 0x1a, 0x07, 0xea, 0x08,
+ 0xea, 0xe4, 0x1e, 0x00, 0x13, 0x17, 0xec, 0x11, 0xd6, 0x11, 0x18, 0x17,
+ 0x04, 0x15, 0x03, 0x3a, 0xd6, 0x02, 0x07, 0x04, 0xe6, 0xe5, 0xfe, 0x0e,
+ 0xff, 0xed, 0xfc, 0xfb, 0xff, 0x1c, 0x06, 0x0a, 0xfb, 0xf9, 0xea, 0x1a,
+ 0x21, 0xf5, 0x04, 0x06, 0x0a, 0xe3, 0x16, 0xea, 0x04, 0xe2, 0xf9, 0xf9,
+ 0xe6, 0xfb, 0x0f, 0xfc, 0x06, 0xfb, 0x10, 0x07, 0x07, 0x13, 0x07, 0xfc,
+ 0x16, 0xef, 0x07, 0xdc, 0x12, 0x1f, 0x08, 0xf4, 0xe9, 0x14, 0x06, 0xf7,
+ 0xf1, 0x0c, 0x01, 0x0c, 0xe6, 0x04, 0xf3, 0xf2, 0xe5, 0xf3, 0xef, 0x1d,
+ 0xf6, 0x20, 0x07, 0xfe, 0xf4, 0x05, 0xee, 0x10, 0xfd, 0x0e, 0x0b, 0x02,
+ 0x0d, 0xd8, 0x07, 0xfb, 0x26, 0x0a, 0x1c, 0x21, 0x06, 0x1f, 0xf4, 0x06,
+ 0x37, 0x18, 0xfa, 0x16, 0x1e, 0x24, 0xfb, 0xf0, 0x12, 0xf9, 0x02, 0x09,
+ 0x17, 0x16, 0xf3, 0xf9, 0x17, 0xf2, 0x02, 0x0a, 0x2d, 0xe7, 0xe3, 0x25,
+ 0xf0, 0xf9, 0x0f, 0xdd, 0x15, 0xe6, 0x04, 0xfc, 0xf1, 0x17, 0x0a, 0xea,
+ 0x24, 0x07, 0xf1, 0x11, 0x13, 0x29, 0xf4, 0xc5, 0xfb, 0x07, 0xef, 0x13,
+ 0x0b, 0xe1, 0xf1, 0xeb, 0xf8, 0x1b, 0x09, 0x08, 0x1f, 0x15, 0xf2, 0x05,
+ 0x02, 0xdd, 0x09, 0x0f, 0x16, 0x10, 0x01, 0x30, 0xf2, 0xe0, 0x27, 0xfe,
+ 0xf1, 0x0e, 0x0e, 0x07, 0xe6, 0x07, 0x0b, 0x18, 0xfe, 0x0f, 0x01, 0x07,
+ 0xf4, 0x07, 0x10, 0xe7, 0xfb, 0xf3, 0xf7, 0x0b, 0xf9, 0x15, 0x18, 0x25,
+ 0x0c, 0x14, 0x02, 0x08, 0x0a, 0x0f, 0x10, 0xec, 0xee, 0x1a, 0x03, 0x14,
+ 0x0f, 0xfa, 0x25, 0xff, 0x18, 0x0d, 0x0b, 0xea, 0x1f, 0x28, 0x10, 0x0c,
+ 0xe7, 0xee, 0xf7, 0xfa, 0x03, 0x15, 0x0c, 0x1d, 0x01, 0x00, 0x12, 0xee,
+ 0x01, 0xf1, 0xf8, 0x0b, 0xf3, 0xfd, 0x04, 0xf8, 0x02, 0x1e, 0x0e, 0xf3,
+ 0x02, 0x10, 0xfd, 0x07, 0x0b, 0x09, 0x03, 0x10, 0x3e, 0x08, 0x0e, 0x0c,
+ 0xf4, 0xe7, 0xfd, 0x1c, 0x27, 0x1a, 0xed, 0xe1, 0x08, 0xdc, 0xd9, 0xf1,
+ 0x1e, 0x07, 0x12, 0xf1, 0x10, 0xfb, 0xc8, 0x08, 0x0f, 0x03, 0x1d, 0xdc,
+ 0x23, 0x04, 0xf9, 0x0a, 0xff, 0x08, 0x0e, 0xc9, 0x39, 0x0a, 0x01, 0x07,
+ 0xec, 0xe0, 0x05, 0xe8, 0x14, 0xd8, 0xe1, 0xfa, 0xd6, 0xf8, 0xed, 0xdb,
+ 0xff, 0x1d, 0xf5, 0x17, 0x0f, 0x1c, 0xdc, 0xed, 0xff, 0xff, 0x04, 0x13,
+ 0xf5, 0xe7, 0xd2, 0x12, 0xdb, 0xe1, 0x13, 0x11, 0x23, 0x0e, 0xf9, 0x31,
+ 0xdc, 0xef, 0x07, 0x0a, 0x20, 0xf2, 0xf9, 0x13, 0xff, 0x1c, 0x2a, 0xdf,
+ 0xdb, 0xe7, 0x11, 0xf2, 0xfd, 0xfb, 0x28, 0x00, 0x15, 0x03, 0x02, 0x20,
+ 0x07, 0xf7, 0x19, 0x13, 0x13, 0xf6, 0x09, 0xfe, 0xfd, 0x20, 0x14, 0xf5,
+ 0xf5, 0xfc, 0x14, 0x0e, 0x17, 0xfe, 0x15, 0x04, 0xf9, 0xf6, 0x1d, 0xf6,
+ 0x1b, 0xe4, 0xee, 0xfd, 0x00, 0xe9, 0xee, 0xce, 0x0f, 0x20, 0x05, 0x02,
+ 0x0d, 0x06, 0x05, 0xf8, 0xef, 0xdf, 0x16, 0x17, 0xe6, 0xf1, 0x10, 0xf3,
+ 0x06, 0x04, 0xdb, 0xfb, 0xe7, 0xf8, 0x02, 0x11, 0xff, 0x0d, 0x0a, 0xfa,
+ 0x27, 0x0a, 0xfc, 0xe8, 0x11, 0x17, 0xf0, 0x0d, 0x0d, 0xee, 0xdf, 0xdd,
+ 0xf1, 0x15, 0xd6, 0xf7, 0x00, 0xef, 0x2e, 0xe6, 0x24, 0xfd, 0xd5, 0x04,
+ 0xf0, 0x08, 0x08, 0xed, 0x22, 0x07, 0xe1, 0x09, 0xd0, 0x0b, 0x18, 0xe6,
+ 0x3f, 0x0a, 0xe5, 0xe2, 0xf9, 0x08, 0x02, 0xd6, 0x13, 0x15, 0xbd, 0x00,
+ 0x0e, 0xf8, 0xe2, 0xca, 0xec, 0x0e, 0xe6, 0xef, 0x15, 0x11, 0xcb, 0xdf,
+ 0xf9, 0x03, 0x22, 0x10, 0xfb, 0xf9, 0xe5, 0x08, 0xe1, 0x11, 0x10, 0xfc,
+ 0xfa, 0x00, 0xf8, 0x30, 0xe5, 0x08, 0x14, 0xe8, 0x12, 0xe2, 0x04, 0x19,
+ 0x0b, 0xfa, 0x33, 0xf3, 0xec, 0xfe, 0xf8, 0x25, 0xf8, 0x21, 0x28, 0xef,
+ 0x00, 0xde, 0xff, 0x2b, 0x03, 0xfc, 0x10, 0x0c, 0xcf, 0xfd, 0x19, 0x0a,
+ 0x0c, 0xf2, 0xf7, 0x0c, 0xfd, 0x02, 0x1c, 0xdf, 0x26, 0x0d, 0xf0, 0x0b,
+ 0xce, 0x15, 0xfb, 0xec, 0x27, 0xf6, 0xf9, 0xe5, 0xe2, 0xfb, 0xfd, 0xd8,
+ 0x28, 0xec, 0xe9, 0xf2, 0xca, 0x09, 0x02, 0x06, 0x0c, 0xfa, 0x05, 0x01,
+ 0xd5, 0x0a, 0x02, 0xfb, 0x04, 0x17, 0xdd, 0xfe, 0xeb, 0xf1, 0x09, 0x10,
+ 0x12, 0xff, 0x00, 0xe0, 0x26, 0xf7, 0xed, 0xf4, 0x00, 0xf2, 0xfa, 0x07,
+ 0x02, 0xf5, 0x06, 0xe8, 0x03, 0xfd, 0xdc, 0xf2, 0xc2, 0xff, 0x0b, 0xd6,
+ 0x25, 0x04, 0xe9, 0xf0, 0xd9, 0x08, 0x09, 0xc5, 0x23, 0x12, 0xf6, 0x13,
+ 0x11, 0xf3, 0x18, 0xf0, 0x34, 0xfe, 0xfe, 0xed, 0xea, 0x02, 0x17, 0xdc,
+ 0x1b, 0x1b, 0xea, 0xfe, 0xea, 0xfe, 0xf2, 0xc4, 0xfd, 0x04, 0xe9, 0x0d,
+ 0x0d, 0x09, 0xca, 0xd4, 0xe1, 0x04, 0x1e, 0xff, 0x0f, 0xef, 0xd6, 0x0f,
+ 0xd5, 0xf8, 0x26, 0xd6, 0x33, 0xe8, 0xf5, 0x3b, 0xf1, 0xe8, 0x39, 0xe8,
+ 0x08, 0xe5, 0x01, 0x02, 0x04, 0xf6, 0x19, 0x0a, 0xd0, 0xeb, 0x0b, 0x15,
+ 0xf7, 0x0e, 0x23, 0xf6, 0xf4, 0xd8, 0xf4, 0x17, 0x23, 0x25, 0x14, 0x01,
+ 0xd7, 0xfd, 0xf9, 0x1f, 0x1b, 0x11, 0x0a, 0x18, 0xf5, 0xf5, 0x0f, 0xe0,
+ 0x2e, 0x01, 0xe5, 0xdb, 0xe2, 0xf2, 0x14, 0xfa, 0x2a, 0x00, 0xe2, 0xea,
+ 0xfd, 0x0e, 0xfc, 0xc1, 0x35, 0x08, 0xf6, 0xf9, 0xec, 0x00, 0x06, 0x00,
+ 0x0b, 0xf6, 0x01, 0xfe, 0xea, 0x0b, 0x08, 0x05, 0xe4, 0xea, 0xd7, 0xfd,
+ 0xee, 0xf3, 0x0c, 0x0c, 0x0d, 0x02, 0xfd, 0xee, 0x17, 0x10, 0x13, 0xfd,
+ 0x07, 0x03, 0xf8, 0x0c, 0xd4, 0xed, 0xfe, 0x07, 0xf4, 0xee, 0xf4, 0x03,
+ 0xc2, 0x18, 0x2c, 0xd1, 0x33, 0xd8, 0xdb, 0xfa, 0xed, 0x10, 0x1c, 0xe3,
+ 0x37, 0x0a, 0xea, 0xfe, 0xf6, 0xef, 0x20, 0xed, 0x32, 0xf7, 0xf5, 0xf3,
+ 0xca, 0xfd, 0x0a, 0xcf, 0x0d, 0x10, 0xde, 0x07, 0x18, 0x10, 0xf0, 0xd6,
+ 0x0c, 0x04, 0xeb, 0x1a, 0xf9, 0x08, 0xc4, 0xcb, 0xe4, 0x0b, 0x19, 0xfc,
+ 0x29, 0xf6, 0xec, 0x07, 0xf3, 0xed, 0x2b, 0xe9, 0xfa, 0x02, 0xec, 0x2b,
+ 0xf0, 0xf2, 0x2d, 0xe8, 0xed, 0x00, 0x12, 0x13, 0xed, 0x1a, 0x3d, 0xf0,
+ 0x05, 0x04, 0xfc, 0x13, 0x10, 0x01, 0x40, 0xf2, 0x06, 0x02, 0xf9, 0x22,
+ 0x24, 0xff, 0x18, 0x00, 0xeb, 0xe8, 0x14, 0xf9, 0x25, 0xe0, 0xff, 0x03,
+ 0xe5, 0xfd, 0x08, 0xea, 0x2e, 0x0b, 0x05, 0xe7, 0xde, 0xe4, 0xf5, 0xea,
+ 0x3a, 0xf4, 0xf4, 0xe7, 0xed, 0xec, 0xf8, 0xee, 0x30, 0x0a, 0xdb, 0x05,
+ 0xf7, 0x16, 0xff, 0xf7, 0xfa, 0x1f, 0xef, 0xe4, 0xce, 0xf8, 0x13, 0x04,
+ 0xf9, 0x01, 0xe1, 0x03, 0xf9, 0xf9, 0x08, 0x04, 0xfa, 0xe4, 0xe7, 0xf7,
+ 0x28, 0xfd, 0xfd, 0x00, 0xfc, 0xfb, 0xef, 0x0a, 0xec, 0x0c, 0x0a, 0xd2,
+ 0x05, 0xfb, 0xcd, 0xfb, 0x9d, 0xea, 0x1c, 0xe5, 0x25, 0xe8, 0xea, 0x0b,
+ 0xf0, 0xf3, 0x0d, 0xab, 0x49, 0x0e, 0xeb, 0x00, 0xe2, 0x03, 0x29, 0xe0,
+ 0x3d, 0x06, 0xf7, 0xf8, 0xcf, 0x0c, 0x1a, 0xd6, 0x1f, 0xef, 0xfd, 0xff,
+ 0xef, 0x0c, 0xdb, 0xe0, 0x20, 0x06, 0xdf, 0x1a, 0xe7, 0xfc, 0xb2, 0xd1,
+ 0xdf, 0x13, 0x07, 0x1f, 0x0c, 0xf7, 0xde, 0x0a, 0xdb, 0xdf, 0x1a, 0xf5,
+ 0x29, 0x0d, 0xeb, 0x2c, 0xcf, 0x0e, 0x26, 0xfe, 0xef, 0x04, 0xf5, 0x14,
+ 0x09, 0x13, 0x34, 0xff, 0xfe, 0x0e, 0x06, 0x0e, 0x10, 0xf9, 0x2a, 0x0b,
+ 0xe6, 0xfe, 0xf1, 0x1a, 0x36, 0x29, 0x29, 0x05, 0x05, 0xd8, 0x14, 0x12,
+ 0x26, 0x0b, 0x18, 0xff, 0xd7, 0xdf, 0x0f, 0xed, 0x31, 0xf7, 0xfc, 0xec,
+ 0x0b, 0xef, 0x0c, 0xd2, 0x30, 0xf9, 0x04, 0xfe, 0xef, 0xe4, 0xfb, 0xd1,
+ 0x32, 0xe5, 0xee, 0xf0, 0x0c, 0xe6, 0x13, 0xed, 0x1e, 0x0b, 0xe4, 0xe0,
+ 0xfa, 0xf4, 0x14, 0xf4, 0x18, 0xf7, 0xd9, 0xf6, 0xed, 0xea, 0xfc, 0x06,
+ 0xfc, 0xf5, 0xed, 0xeb, 0x05, 0x03, 0x1b, 0x0b, 0xff, 0x0b, 0xef, 0x01,
+ 0xf1, 0x16, 0x05, 0x00, 0xee, 0x0a, 0xdb, 0x10, 0xb4, 0x14, 0x0f, 0xe1,
+ 0x1c, 0xfd, 0xf0, 0xf8, 0xc3, 0x11, 0x17, 0xba, 0x47, 0x15, 0xe6, 0x01,
+ 0xea, 0xf1, 0x0c, 0x08, 0x4a, 0x15, 0xf0, 0xf7, 0xea, 0x00, 0xf5, 0xd4,
+ 0xf1, 0xff, 0xe0, 0x0c, 0xf4, 0x17, 0xd8, 0xea, 0x03, 0xff, 0xd5, 0x18,
+ 0xfb, 0x07, 0xc7, 0xc9, 0xdd, 0xf3, 0x15, 0x0d, 0x22, 0xea, 0xdb, 0x0a,
+ 0xd6, 0x09, 0x1d, 0xe5, 0x2d, 0x04, 0xfc, 0x35, 0xc6, 0x0e, 0x33, 0xf1,
+ 0xd7, 0xea, 0x01, 0x1b, 0x0e, 0x01, 0x2a, 0xff, 0xef, 0xf1, 0xf7, 0x0f,
+ 0xff, 0x00, 0x3b, 0xe8, 0x0a, 0xff, 0xf4, 0x0d, 0x1f, 0x04, 0x17, 0xf7,
+ 0xdf, 0xec, 0x12, 0x26, 0x36, 0x07, 0x0c, 0x06, 0xe7, 0xd6, 0x13, 0xe3,
+ 0x30, 0x09, 0x00, 0xf5, 0xe0, 0xf3, 0x11, 0xe2, 0x38, 0x0d, 0xf6, 0x05,
+ 0xec, 0x05, 0x00, 0xe5, 0x24, 0xef, 0xfe, 0xf8, 0x00, 0xd8, 0x18, 0xf1,
+ 0x26, 0x0b, 0xf2, 0xfc, 0xe0, 0xe4, 0x06, 0x0b, 0x1a, 0x05, 0xc6, 0xf6,
+ 0xe8, 0xde, 0xfe, 0x0c, 0x03, 0x09, 0xfe, 0xe2, 0x18, 0x1b, 0xfb, 0xf7,
+ 0x06, 0xf1, 0xfe, 0xf6, 0xef, 0x1b, 0x07, 0x0d, 0x01, 0x0a, 0xed, 0xf0,
+ 0xad, 0x1a, 0x17, 0xd6, 0x37, 0xfd, 0xd8, 0xec, 0xca, 0xf1, 0x15, 0xc4,
+ 0x33, 0xf1, 0xed, 0xf0, 0xe9, 0x15, 0x0d, 0xf2, 0x36, 0xde, 0xfd, 0x0e,
+ 0xfb, 0x10, 0x0f, 0xf6, 0xf9, 0x0c, 0xea, 0xf0, 0xe5, 0x0b, 0xee, 0xc1,
+ 0x10, 0xf4, 0xe8, 0x1f, 0xee, 0x00, 0xd0, 0xe4, 0xe7, 0x13, 0x07, 0x27,
+ 0x12, 0xea, 0xea, 0x0f, 0xea, 0xf4, 0x14, 0xee, 0xfe, 0x09, 0xfb, 0x31,
+ 0xdb, 0x1b, 0x1c, 0xe7, 0xef, 0xf5, 0xf7, 0x1a, 0x06, 0x01, 0x2c, 0xed,
+ 0xfb, 0x04, 0xfa, 0x07, 0x19, 0xec, 0x2b, 0x0d, 0xfc, 0xd8, 0xfc, 0x0f,
+ 0x1f, 0xfc, 0x2d, 0xf3, 0xc9, 0xda, 0x0a, 0xfe, 0x29, 0x00, 0xfa, 0x09,
+ 0xe8, 0xf6, 0x21, 0xf3, 0x4a, 0x1a, 0xf8, 0x00, 0xe7, 0xf0, 0x21, 0x01,
+ 0x22, 0xf3, 0x00, 0xe9, 0x06, 0xe3, 0x15, 0xd7, 0x3d, 0x0c, 0x07, 0xf1,
+ 0xf3, 0xec, 0x17, 0xdf, 0x29, 0x1b, 0xfd, 0xfe, 0xeb, 0xed, 0x17, 0xf6,
+ 0x23, 0x0a, 0xea, 0xee, 0xf9, 0xf3, 0x0f, 0x0c, 0xf8, 0xf5, 0xed, 0xe8,
+ 0x1c, 0x14, 0x07, 0x17, 0x0b, 0x0d, 0xed, 0xf7, 0xed, 0x10, 0x07, 0xd5,
+ 0xf2, 0x09, 0xd6, 0xf7, 0xb5, 0xf6, 0x19, 0xc9, 0x25, 0x15, 0xe8, 0xf5,
+ 0xc4, 0xf9, 0x2a, 0xb0, 0x39, 0x0e, 0x02, 0x11, 0xf0, 0xf7, 0x1d, 0xeb,
+ 0x39, 0x10, 0x02, 0x15, 0xe0, 0x08, 0x01, 0xee, 0x1c, 0x1e, 0x08, 0x04,
+ 0xf2, 0x02, 0xe8, 0xda, 0xfa, 0xfb, 0xe0, 0xfe, 0x05, 0x02, 0xd3, 0xca,
+ 0xf4, 0xec, 0x10, 0x16, 0x05, 0x0d, 0xd7, 0x09, 0xdc, 0xf6, 0x1e, 0xf8,
+ 0x10, 0xed, 0xf7, 0x27, 0xf5, 0x08, 0x28, 0xee, 0xec, 0xe0, 0xf8, 0x17,
+ 0xfb, 0x23, 0x2e, 0xf1, 0xfa, 0xf5, 0xfc, 0x1a, 0x10, 0xf7, 0x32, 0xfb,
+ 0xfb, 0xe8, 0xf1, 0x03, 0x24, 0xeb, 0x25, 0xf9, 0xca, 0xf1, 0xfe, 0x01,
+ 0x2e, 0x07, 0x18, 0x03, 0xe5, 0xea, 0x10, 0xfa, 0x3b, 0x07, 0x0f, 0x11,
+ 0x04, 0xf7, 0x1d, 0xf1, 0x24, 0xd9, 0x08, 0xef, 0x02, 0xdd, 0x07, 0xc8,
+ 0x2c, 0x0d, 0x06, 0xec, 0x17, 0xda, 0x21, 0xdf, 0x34, 0xd9, 0xfb, 0xf2,
+ 0xf4, 0xec, 0x0e, 0x0a, 0x0f, 0x0f, 0xdb, 0xf0, 0xfb, 0xe6, 0x0f, 0x00,
+ 0x04, 0xf9, 0x01, 0x05, 0x05, 0xfe, 0x08, 0xf3, 0x0e, 0xf2, 0xfb, 0x01,
+ 0xfd, 0x18, 0x1d, 0xf6, 0xee, 0x06, 0xcf, 0xfc, 0xae, 0x27, 0x21, 0xd2,
+ 0x33, 0x03, 0xe0, 0xe0, 0xc9, 0xfb, 0x3a, 0xbd, 0x4d, 0x04, 0xe8, 0xf5,
+ 0xe6, 0xeb, 0x19, 0xf2, 0x4b, 0x1d, 0xfc, 0xf7, 0xd9, 0xff, 0xfe, 0xea,
+ 0x0f, 0x04, 0x0e, 0x00, 0xed, 0x19, 0xe9, 0xe9, 0xff, 0x11, 0xef, 0x14,
+ 0x01, 0x17, 0xbc, 0xb5, 0xef, 0x0c, 0x22, 0x27, 0x0f, 0x01, 0xd4, 0x03,
+ 0xce, 0x01, 0x25, 0xff, 0xf9, 0xf0, 0x0a, 0x1c, 0xe5, 0x0f, 0x1c, 0xee,
+ 0xf4, 0xf1, 0xf4, 0x0c, 0x00, 0x08, 0x1c, 0xf4, 0xd5, 0xf1, 0xfc, 0x1f,
+ 0x11, 0x00, 0x18, 0x03, 0xf7, 0xe4, 0xff, 0x07, 0x09, 0x1a, 0x18, 0xff,
+ 0xea, 0xec, 0xfd, 0x13, 0x2b, 0xf8, 0x0c, 0xfa, 0xdf, 0xf6, 0x11, 0xda,
+ 0x2a, 0xdc, 0xfc, 0xff, 0xff, 0xec, 0x12, 0xe1, 0x37, 0xfd, 0xeb, 0xfe,
+ 0xea, 0xd1, 0x12, 0xfa, 0x28, 0x1a, 0x0d, 0xf0, 0xf7, 0xe0, 0x0c, 0xeb,
+ 0x35, 0x14, 0xeb, 0x00, 0xeb, 0xe7, 0x1b, 0xfc, 0x09, 0x00, 0xf2, 0x04,
+ 0xf9, 0xe5, 0x1a, 0x0e, 0x08, 0x12, 0xf8, 0xfe, 0x09, 0x0f, 0x0d, 0xea,
+ 0x03, 0xe1, 0xfe, 0xf2, 0xec, 0x0d, 0x02, 0xdb, 0x04, 0x1d, 0xd4, 0x01,
+ 0xca, 0x13, 0x29, 0xca, 0x28, 0x04, 0xe2, 0xf1, 0xdb, 0x0b, 0x2c, 0xcd,
+ 0x44, 0x00, 0xe7, 0xf4, 0xd0, 0x12, 0x15, 0xff, 0x42, 0x11, 0x05, 0xfd,
+ 0xd9, 0x11, 0x1c, 0xf4, 0x15, 0xec, 0xf2, 0x24, 0xd6, 0x1d, 0xec, 0xda,
+ 0xf5, 0xec, 0xe5, 0x22, 0xf2, 0x0b, 0xbd, 0xd0, 0xeb, 0x05, 0x07, 0x1b,
+ 0x01, 0xed, 0xf5, 0x02, 0xcf, 0x08, 0x15, 0xfd, 0x1c, 0xe5, 0x04, 0x19,
+ 0xc7, 0x25, 0x22, 0xf3, 0xde, 0xfb, 0xfb, 0x20, 0xf6, 0xeb, 0x25, 0xfe,
+ 0xf5, 0x08, 0xf5, 0x17, 0x0e, 0x04, 0x1c, 0xf9, 0xee, 0xec, 0xe1, 0x06,
+ 0x12, 0xff, 0x2a, 0x13, 0xed, 0xfe, 0x05, 0x18, 0x25, 0x20, 0x09, 0x13,
+ 0xea, 0xd7, 0x05, 0x06, 0x33, 0x25, 0xff, 0x0a, 0xf0, 0xea, 0x17, 0xe1,
+ 0x30, 0xfa, 0x0d, 0x0a, 0x04, 0x00, 0x0e, 0xe9, 0x16, 0x20, 0x0d, 0x02,
+ 0xe8, 0xed, 0x07, 0xe8, 0x3c, 0xf1, 0xd9, 0xfa, 0xe1, 0xed, 0x18, 0xfc,
+ 0xf0, 0x09, 0xe3, 0x05, 0xfe, 0xd1, 0x0b, 0x0e, 0xf5, 0x25, 0xfd, 0xfb,
+ 0x30, 0x1e, 0x08, 0xfc, 0x0c, 0x21, 0xea, 0xfc, 0xe5, 0x1e, 0x16, 0xf5,
+ 0xf4, 0xfc, 0xf0, 0xea, 0xc4, 0x21, 0x27, 0xe9, 0x2b, 0xdb, 0xdb, 0xec,
+ 0xe5, 0xfe, 0x37, 0xe2, 0x46, 0x25, 0xfa, 0xec, 0xe4, 0xf3, 0x19, 0xf2,
+ 0x4c, 0x06, 0x00, 0xfb, 0xeb, 0x10, 0x10, 0xf7, 0x2a, 0xf8, 0xe9, 0x18,
+ 0xee, 0x21, 0xe8, 0xd5, 0xf4, 0x0a, 0xed, 0x24, 0xfe, 0xf9, 0xb2, 0xbc,
+ 0xf3, 0x1d, 0x00, 0x2f, 0x07, 0x08, 0xe1, 0xf1, 0xed, 0x27, 0x27, 0xfe,
+ 0x22, 0xfd, 0x02, 0x20, 0xd8, 0x05, 0x25, 0xec, 0xf1, 0xff, 0x0a, 0x0f,
+ 0xe6, 0xfe, 0x46, 0xfd, 0xe1, 0xca, 0xf7, 0x22, 0x03, 0x08, 0x21, 0xf5,
+ 0x0f, 0xf7, 0xfb, 0x0c, 0xfb, 0x14, 0x2d, 0x03, 0xe5, 0xe4, 0x09, 0x0b,
+ 0x1a, 0xe6, 0x01, 0x28, 0xe9, 0xd6, 0x0b, 0xf7, 0x2c, 0xfb, 0x11, 0xee,
+ 0x0b, 0xed, 0x17, 0xf0, 0x3c, 0xf5, 0x08, 0xfa, 0xf8, 0xcd, 0x17, 0xfa,
+ 0x39, 0xea, 0x11, 0xf5, 0xed, 0xee, 0x0a, 0xec, 0x41, 0xd6, 0xe7, 0xf9,
+ 0xfa, 0xc8, 0x15, 0xf7, 0x08, 0x0e, 0xe3, 0x08, 0xe8, 0xec, 0xfd, 0xfe,
+ 0xf1, 0x00, 0xe9, 0xf4, 0x09, 0x26, 0x02, 0x16, 0xf0, 0x01, 0xef, 0x01,
+ 0xff, 0x03, 0x22, 0xdb, 0xfc, 0xf5, 0xde, 0xe5, 0xc4, 0x01, 0x28, 0xd4,
+ 0x38, 0x08, 0xd0, 0xec, 0xd5, 0x04, 0x2f, 0xce, 0x4e, 0xeb, 0xf9, 0xe7,
+ 0xdf, 0xf0, 0x1b, 0xf5, 0x42, 0xf1, 0xf6, 0x09, 0xd5, 0x0a, 0x0d, 0x08,
+ 0x04, 0x05, 0xe2, 0x0e, 0xd7, 0x19, 0xdb, 0xda, 0xe1, 0x25, 0xde, 0x15,
+ 0x0e, 0x14, 0xbd, 0xb0, 0xe3, 0xe5, 0x24, 0x1e, 0xf8, 0x0d, 0xd8, 0xf7,
+ 0xf2, 0xff, 0x18, 0xf5, 0x07, 0xf0, 0x02, 0x25, 0xd5, 0x1e, 0x2e, 0xdf,
+ 0xe7, 0x05, 0xef, 0x11, 0xe8, 0xe7, 0x47, 0xf4, 0xe1, 0xde, 0x09, 0x36,
+ 0x1a, 0x11, 0x11, 0xf5, 0x12, 0xe5, 0xe7, 0x18, 0x01, 0x17, 0x2a, 0x03,
+ 0x05, 0xea, 0x09, 0x0b, 0x12, 0x04, 0x17, 0xf0, 0xee, 0xd7, 0x11, 0xed,
+ 0x3c, 0x17, 0x16, 0xff, 0x02, 0xdc, 0x21, 0xf3, 0x2e, 0xe5, 0x13, 0xef,
+ 0xec, 0xe2, 0x10, 0xd0, 0x2e, 0xee, 0xff, 0x01, 0xe0, 0xe5, 0x0b, 0xda,
+ 0x1f, 0xf8, 0xf6, 0xfb, 0x07, 0xdb, 0x05, 0xf6, 0x0c, 0xf3, 0xf0, 0x10,
+ 0xf9, 0xf5, 0xf2, 0x0d, 0x10, 0xf7, 0xf6, 0xff, 0x2b, 0x0d, 0x06, 0x1e,
+ 0xf3, 0x0c, 0xe9, 0x01, 0xf2, 0x23, 0xfe, 0xe9, 0xdd, 0x12, 0xdd, 0xf7,
+ 0xbb, 0x22, 0x1b, 0xd4, 0x38, 0x29, 0xd4, 0xcf, 0xf5, 0xf9, 0x27, 0xdd,
+ 0x47, 0x00, 0xf2, 0xe5, 0x09, 0xfc, 0x0e, 0xf9, 0x34, 0x0a, 0x02, 0xfd,
+ 0xec, 0x25, 0x1d, 0x03, 0x15, 0x09, 0xf1, 0x1b, 0xd0, 0x17, 0xda, 0xda,
+ 0xe7, 0x07, 0xe3, 0x15, 0xf1, 0x02, 0xb9, 0xce, 0xe6, 0x0c, 0x10, 0x31,
+ 0xfe, 0xf7, 0xd9, 0xfa, 0xed, 0xed, 0x33, 0xf4, 0x19, 0xe7, 0xfe, 0x3f,
+ 0xe5, 0x06, 0x2e, 0xe6, 0xf2, 0xdc, 0xf5, 0x18, 0xe6, 0x01, 0x2f, 0xee,
+ 0xe7, 0xe4, 0xfe, 0x2c, 0x03, 0xf7, 0x20, 0x05, 0x07, 0xe2, 0x06, 0x1e,
+ 0x05, 0xed, 0x2f, 0x03, 0xea, 0xf8, 0x0e, 0x0c, 0x1f, 0xff, 0x20, 0xf4,
+ 0xe8, 0xe1, 0x1c, 0xec, 0x22, 0x1e, 0x05, 0xfd, 0xf5, 0xca, 0x30, 0xe9,
+ 0x30, 0xe4, 0x14, 0xff, 0xf2, 0xdc, 0x17, 0xf8, 0x26, 0xe1, 0x0b, 0x01,
+ 0x11, 0xc2, 0x02, 0xf1, 0x36, 0x10, 0x02, 0x05, 0xed, 0xf1, 0x15, 0xfa,
+ 0x17, 0xf8, 0xf7, 0xf1, 0xe8, 0xd3, 0xfd, 0x08, 0xfb, 0x27, 0xf5, 0xf5,
+ 0x13, 0x06, 0x0b, 0xf0, 0x01, 0xf9, 0xd7, 0x0e, 0xec, 0x12, 0xfe, 0xfd,
+ 0xee, 0x25, 0xd8, 0xf1, 0xb2, 0x09, 0x1c, 0xbf, 0x34, 0xea, 0xc8, 0xea,
+ 0xdb, 0x0e, 0x24, 0xde, 0x47, 0xfe, 0xdc, 0xe0, 0xf3, 0x06, 0x20, 0xfe,
+ 0x2b, 0xf6, 0x18, 0x14, 0xcd, 0x19, 0x16, 0xfe, 0x1a, 0x15, 0xf8, 0x11,
+ 0xf4, 0x22, 0xd7, 0xcc, 0xdd, 0x15, 0xdc, 0x14, 0xf9, 0x02, 0xbb, 0xca,
+ 0xe3, 0xf3, 0x0d, 0x1e, 0x2a, 0x0c, 0xe4, 0x05, 0xe0, 0x18, 0x2a, 0x07,
+ 0x20, 0xed, 0xf6, 0x17, 0xcf, 0xf4, 0x2a, 0xd6, 0xfb, 0xce, 0x03, 0x37,
+ 0xe2, 0xfd, 0x1d, 0xfb, 0xe5, 0xe0, 0x05, 0x29, 0xef, 0x16, 0x23, 0xf7,
+ 0x01, 0xf4, 0x0c, 0x14, 0xff, 0xee, 0x31, 0xf9, 0x12, 0xf9, 0x14, 0xf6,
+ 0x0c, 0xf6, 0x0b, 0x0f, 0xd8, 0xdc, 0xfe, 0x0f, 0x37, 0xfa, 0x01, 0x09,
+ 0x04, 0xd1, 0x0b, 0x0c, 0x29, 0xf3, 0x0a, 0xf9, 0xed, 0xc2, 0x18, 0xf4,
+ 0x25, 0x18, 0x0f, 0x08, 0xf7, 0xed, 0x1f, 0xf7, 0x4f, 0x0e, 0xf0, 0xe4,
+ 0x00, 0xeb, 0xfa, 0x1a, 0x0c, 0x03, 0xe9, 0xfc, 0xf0, 0xcc, 0x06, 0x05,
+ 0xf2, 0x12, 0x04, 0xe2, 0x16, 0x0a, 0x0a, 0xf3, 0x0b, 0xf3, 0xdc, 0xfd,
+ 0x10, 0xfc, 0x0e, 0xe2, 0xe0, 0xfe, 0xf0, 0xff, 0xb1, 0x06, 0x1b, 0xe4,
+ 0x30, 0x13, 0xc6, 0xc3, 0xfa, 0x0c, 0x1e, 0xd9, 0x57, 0x11, 0xe1, 0xd6,
+ 0xfa, 0xee, 0x1d, 0xf7, 0x37, 0xea, 0xf0, 0x05, 0xef, 0x24, 0x1e, 0xf1,
+ 0x10, 0xe8, 0xeb, 0x19, 0xd1, 0x18, 0xf5, 0xc8, 0xf8, 0xec, 0xf5, 0x1f,
+ 0xf2, 0xff, 0xb3, 0xd2, 0xe6, 0x0e, 0x06, 0x2e, 0x07, 0x17, 0xe0, 0xf5,
+ 0x02, 0xf9, 0x20, 0x07, 0x16, 0x08, 0xe8, 0x1d, 0xd3, 0x08, 0x34, 0xda,
+ 0xf2, 0xce, 0xfb, 0x1f, 0xe1, 0x00, 0x2d, 0xdb, 0xdf, 0xcc, 0x05, 0xfb,
+ 0xf7, 0x00, 0x33, 0xf9, 0x0b, 0x01, 0x13, 0x28, 0xf8, 0x07, 0x24, 0xf8,
+ 0x0f, 0x03, 0x0d, 0xe9, 0x06, 0xfe, 0x18, 0xf9, 0xed, 0xf5, 0x0c, 0xe0,
+ 0x2c, 0x0e, 0xf9, 0x06, 0xfb, 0xce, 0x27, 0xe8, 0x29, 0x19, 0xf9, 0x01,
+ 0x0e, 0xc8, 0x25, 0xed, 0x30, 0xeb, 0x01, 0xfe, 0x10, 0xdc, 0x1e, 0x00,
+ 0x1e, 0x10, 0xf9, 0x00, 0xfc, 0xc8, 0x0e, 0x04, 0x13, 0x04, 0xf0, 0x02,
+ 0xfe, 0xd8, 0x0f, 0x1b, 0xf7, 0xe1, 0xf8, 0xde, 0x12, 0xe2, 0xef, 0x0a,
+ 0x02, 0xe0, 0xdd, 0xf1, 0x0e, 0x2a, 0x25, 0x15, 0xeb, 0x02, 0xf4, 0xf0,
+ 0xbf, 0xfc, 0x27, 0xdc, 0x42, 0x0f, 0xe9, 0xbf, 0xe8, 0x20, 0x33, 0xc9,
+ 0x3f, 0x10, 0xec, 0xf3, 0x03, 0x02, 0x2c, 0x04, 0x38, 0x06, 0x0a, 0xf9,
+ 0xe5, 0x1c, 0x3f, 0x0f, 0x0c, 0x25, 0xe2, 0x06, 0xe6, 0x03, 0xf4, 0xd7,
+ 0xfe, 0xf6, 0xe7, 0x2f, 0xfa, 0x03, 0xb6, 0xcb, 0xf1, 0x11, 0x0a, 0x2c,
+ 0xfc, 0x1e, 0xe0, 0xff, 0xc2, 0xdd, 0x1d, 0xf3, 0x10, 0xfa, 0x07, 0x1e,
+ 0xf6, 0x20, 0x07, 0xe6, 0xf1, 0x0a, 0xe8, 0x27, 0xf1, 0xf5, 0x24, 0xed,
+ 0xfd, 0xee, 0x13, 0x15, 0xe9, 0xe2, 0x22, 0xe5, 0xf9, 0xdd, 0x1d, 0x32,
+ 0x04, 0xfa, 0x25, 0x00, 0xee, 0xfd, 0x0b, 0x0e, 0x23, 0xfa, 0x0f, 0x01,
+ 0xf8, 0xf0, 0x15, 0xe4, 0x21, 0xf7, 0x10, 0xf9, 0xe7, 0xc3, 0x19, 0xe1,
+ 0x34, 0xff, 0xed, 0xf4, 0xef, 0xd7, 0x21, 0x01, 0x31, 0xee, 0xf7, 0xf2,
+ 0xf3, 0xe5, 0x0a, 0xee, 0x2e, 0x1e, 0xf2, 0x0c, 0x07, 0xc2, 0x08, 0x0a,
+ 0x14, 0x14, 0x00, 0xfc, 0xf9, 0xd6, 0xfb, 0xf8, 0xe5, 0xf1, 0xfa, 0xe0,
+ 0x15, 0x21, 0xef, 0x06, 0xf9, 0x00, 0xf5, 0xf4, 0x0b, 0x0b, 0x18, 0x02,
+ 0xf5, 0x04, 0xdb, 0xfd, 0xcc, 0x32, 0x1d, 0xc9, 0x3b, 0x12, 0xd9, 0xaf,
+ 0xcf, 0x0f, 0x26, 0xde, 0x35, 0xe4, 0xdb, 0xd3, 0x22, 0x11, 0x2e, 0xfb,
+ 0x36, 0xfa, 0xfd, 0x02, 0xeb, 0x0f, 0x37, 0x0b, 0x14, 0x1d, 0xdd, 0x18,
+ 0xe0, 0x10, 0xe0, 0xdf, 0x14, 0xf9, 0xf0, 0x19, 0xf7, 0xfb, 0xc4, 0xe5,
+ 0xe7, 0x11, 0x01, 0x31, 0x1a, 0xf7, 0xd8, 0xf1, 0xe9, 0xf3, 0x21, 0xf9,
+ 0xfe, 0xe4, 0xe9, 0x02, 0xd0, 0x06, 0x14, 0xd7, 0xfc, 0xec, 0x06, 0x10,
+ 0xfc, 0xf0, 0x1c, 0xe7, 0xec, 0xe3, 0x03, 0x21, 0xe4, 0x04, 0x12, 0xf0,
+ 0xf3, 0xed, 0x16, 0x36, 0x02, 0xfd, 0x13, 0x11, 0xdf, 0xeb, 0x19, 0x07,
+ 0x10, 0x0c, 0xf9, 0x08, 0xf8, 0xf4, 0x1d, 0xfd, 0x1d, 0x16, 0xf4, 0x0a,
+ 0x08, 0xec, 0x0c, 0x09, 0x3d, 0xe0, 0x0b, 0xee, 0x10, 0xd1, 0x1e, 0x15,
+ 0x43, 0xeb, 0xfa, 0xf3, 0x05, 0xc7, 0xf2, 0xd9, 0x25, 0x20, 0xee, 0xe9,
+ 0xfd, 0xce, 0x16, 0x0c, 0x27, 0x06, 0x0a, 0x06, 0xf9, 0xd6, 0x0b, 0x05,
+ 0xe8, 0x02, 0xe8, 0xd2, 0x10, 0x01, 0xf2, 0x15, 0x09, 0x04, 0xd3, 0xe2,
+ 0xfe, 0xf0, 0x32, 0x1b, 0xd9, 0xf5, 0xea, 0xcc, 0xcb, 0x10, 0x1c, 0xf1,
+ 0x3b, 0x02, 0xd4, 0xbf, 0xca, 0xfe, 0x12, 0xdb, 0x3b, 0xf8, 0xd5, 0xe7,
+ 0x13, 0x10, 0x1a, 0xf4, 0x38, 0x09, 0x08, 0xee, 0xf4, 0xf4, 0x3c, 0xf7,
+ 0x15, 0x04, 0xe4, 0xfa, 0xf4, 0x04, 0xee, 0xf4, 0x07, 0xf8, 0xe9, 0x3b,
+ 0xe2, 0x1f, 0xd5, 0xed, 0xe6, 0xfd, 0x18, 0x49, 0x21, 0x06, 0xd8, 0xde,
+ 0xfa, 0xf0, 0x1b, 0xfe, 0xde, 0x08, 0xf7, 0x14, 0xc7, 0x0f, 0x1d, 0xcf,
+ 0x00, 0xea, 0xff, 0x1b, 0xd5, 0x08, 0x0d, 0xd9, 0xf1, 0xf4, 0x16, 0x23,
+ 0xd8, 0x0c, 0x29, 0xdc, 0xf1, 0xf2, 0x21, 0x49, 0xfc, 0xe2, 0x08, 0x01,
+ 0xf0, 0xf8, 0x17, 0xf9, 0x0f, 0xf5, 0xfa, 0x1a, 0xef, 0xec, 0x09, 0xeb,
+ 0x1a, 0x0c, 0x17, 0x09, 0x11, 0xe9, 0x1a, 0xf7, 0x29, 0xf9, 0xfd, 0x07,
+ 0x01, 0xdd, 0x0a, 0xec, 0x22, 0x15, 0x03, 0xfd, 0xe2, 0xd2, 0x15, 0xec,
+ 0x4d, 0xd7, 0xfc, 0xf6, 0x0b, 0xcc, 0x0e, 0x04, 0x03, 0xf7, 0xfb, 0xfb,
+ 0x0d, 0xeb, 0x19, 0x07, 0xf4, 0xf4, 0xe5, 0xde, 0x22, 0x07, 0xea, 0xf7,
+ 0xeb, 0x23, 0xc8, 0xee, 0x03, 0x04, 0x0f, 0x19, 0xc3, 0xf8, 0x06, 0xd0,
+ 0xf7, 0xfe, 0x0e, 0xe7, 0x0a, 0x02, 0xb0, 0xb8, 0x00, 0xfb, 0x18, 0x0f,
+ 0x22, 0xf7, 0xe9, 0xdc, 0x09, 0x15, 0x23, 0x0d, 0x22, 0x13, 0xe2, 0xed,
+ 0xeb, 0x18, 0x20, 0x0b, 0x12, 0xfc, 0x02, 0xf1, 0xdb, 0x0e, 0xe1, 0x04,
+ 0xdb, 0x0f, 0xf3, 0x1a, 0x06, 0xef, 0xdb, 0xdc, 0xdd, 0xfb, 0x00, 0x2a,
+ 0x20, 0xfd, 0xc1, 0xe3, 0xef, 0x01, 0x14, 0xf2, 0x14, 0x00, 0x0f, 0x28,
+ 0xd9, 0xff, 0xf4, 0xdc, 0x09, 0xfa, 0x1c, 0x08, 0xd1, 0x03, 0x0a, 0xf4,
+ 0xe4, 0xdb, 0x20, 0x30, 0xea, 0x06, 0x11, 0xe2, 0x26, 0xf7, 0x16, 0x22,
+ 0xf9, 0x07, 0x02, 0xf5, 0xf6, 0xfb, 0x1d, 0x0c, 0x16, 0x0a, 0x07, 0xf9,
+ 0x11, 0xde, 0x20, 0x08, 0x19, 0x04, 0x0a, 0x0b, 0x0c, 0xf7, 0xf4, 0xfc,
+ 0x41, 0xf1, 0xf8, 0x16, 0x09, 0xdc, 0x0e, 0x1a, 0x2b, 0x1f, 0xe7, 0xfe,
+ 0x01, 0xe0, 0xfd, 0xe2, 0x34, 0xec, 0xf3, 0xf5, 0x03, 0xec, 0x0b, 0xfb,
+ 0x04, 0xf6, 0xdd, 0xfd, 0x06, 0x14, 0x0d, 0xfa, 0xfc, 0xf1, 0x0a, 0xca,
+ 0x01, 0xec, 0x0e, 0x0e, 0xec, 0xd7, 0xee, 0xd4, 0xf2, 0xfe, 0x16, 0xfa,
+ 0xbd, 0x0d, 0xef, 0xcb, 0xc4, 0xee, 0xed, 0x13, 0x10, 0x19, 0xf8, 0xb1,
+ 0xf1, 0xe3, 0x00, 0xf3, 0x0c, 0xf6, 0xde, 0xc6, 0x15, 0x27, 0x14, 0x29,
+ 0x15, 0xf6, 0xf4, 0xf5, 0xe7, 0x00, 0x0b, 0x2f, 0x0c, 0xef, 0x03, 0x0f,
+ 0xfd, 0x08, 0xf3, 0xf9, 0xf9, 0x05, 0x0d, 0x34, 0x15, 0x1b, 0xc8, 0xd1,
+ 0xf2, 0x1b, 0x0a, 0x22, 0x12, 0x11, 0xe9, 0xf4, 0xe1, 0x2a, 0x20, 0x03,
+ 0xf2, 0xf8, 0x14, 0x0b, 0xd0, 0xf4, 0x0e, 0xbf, 0xc6, 0xd8, 0x04, 0x05,
+ 0xf8, 0xf4, 0x04, 0xc9, 0xea, 0xfd, 0xf7, 0xfa, 0xe3, 0x1b, 0x11, 0xde,
+ 0x0c, 0x11, 0x25, 0x29, 0xe5, 0x02, 0xef, 0xef, 0x02, 0xfa, 0x1a, 0x21,
+ 0x19, 0x09, 0x08, 0x05, 0x04, 0xe5, 0xfa, 0xed, 0x2d, 0x26, 0xfa, 0x17,
+ 0xf6, 0xe8, 0x12, 0x12, 0x31, 0xfc, 0x0d, 0x00, 0xf7, 0xeb, 0x19, 0xf1,
+ 0x2a, 0x06, 0x14, 0xec, 0x08, 0xd3, 0x21, 0x07, 0x32, 0xe3, 0x02, 0x0b,
+ 0xfb, 0xd8, 0x27, 0x07, 0x05, 0xe6, 0xf5, 0xf5, 0x0a, 0xf7, 0x2c, 0x2a,
+ 0xd8, 0x1b, 0xda, 0xf7, 0xea, 0xf6, 0xf9, 0x0e, 0xf8, 0x0c, 0x05, 0xc7,
+ 0xd6, 0x06, 0x12, 0xe3, 0xe1, 0xe1, 0xd8, 0xdb, 0xc6, 0xf8, 0xe6, 0xfa,
+ 0x0c, 0x07, 0xf8, 0xe7, 0xe1, 0x0f, 0x00, 0xf3, 0x03, 0xf0, 0xde, 0xcc,
+ 0xf5, 0xfc, 0xef, 0x1e, 0x16, 0x13, 0xfb, 0xf4, 0x03, 0xe9, 0xfc, 0xfa,
+ 0x15, 0xe8, 0x15, 0x09, 0xf1, 0x0d, 0xdb, 0x0a, 0xe8, 0x09, 0xf5, 0x1a,
+ 0x04, 0xf8, 0xd8, 0xd4, 0x04, 0xee, 0x25, 0x29, 0x09, 0xfe, 0xf3, 0xf5,
+ 0xd4, 0x0a, 0x15, 0x19, 0xf5, 0x12, 0xfe, 0x04, 0xe7, 0x01, 0xeb, 0xde,
+ 0xbe, 0xfe, 0x09, 0x12, 0xdf, 0x13, 0xe0, 0xef, 0xc7, 0xff, 0x03, 0x08,
+ 0xfe, 0xf2, 0x19, 0xe0, 0xe4, 0x0c, 0x22, 0x1e, 0x05, 0xf7, 0x16, 0xf2,
+ 0xf9, 0x06, 0x17, 0xf6, 0x0c, 0x1e, 0x23, 0x08, 0xfe, 0xdc, 0xfd, 0x17,
+ 0x11, 0xdf, 0xf5, 0x0f, 0x01, 0x03, 0x08, 0xee, 0x1b, 0x02, 0x0b, 0x1b,
+ 0x0c, 0x16, 0x1a, 0x00, 0x0f, 0x26, 0x14, 0xf8, 0xf4, 0xf3, 0x19, 0x16,
+ 0x22, 0x0a, 0xd0, 0xf9, 0xf1, 0x05, 0x2b, 0x1e, 0x1e, 0xef, 0xf5, 0x06,
+ 0x05, 0xe7, 0x3f, 0x2a, 0x06, 0xf0, 0x15, 0x14, 0x13, 0x20, 0x1b, 0xde,
+ 0x10, 0x05, 0x33, 0xf8, 0x08, 0x04, 0x17, 0x0d, 0x0f, 0xf6, 0x01, 0xed,
+ 0x28, 0x25, 0x1c, 0x13, 0xfb, 0xea, 0xfb, 0xf3, 0x1c, 0xf9, 0x1f, 0xf0,
+ 0xfb, 0x17, 0xf8, 0xff, 0x10, 0xf7, 0x0b, 0x24, 0x04, 0x00, 0x0d, 0x0c,
+ 0xf7, 0x0a, 0x16, 0x13, 0xf8, 0x05, 0x0a, 0xf1, 0xf5, 0xee, 0xf8, 0x14,
+ 0x0e, 0xed, 0xfe, 0x1b, 0xfe, 0x17, 0x13, 0x10, 0x12, 0x21, 0x1c, 0xfa,
+ 0xe5, 0x0b, 0x08, 0x0c, 0x10, 0x1b, 0x03, 0xef, 0x0d, 0x05, 0x0a, 0xf0,
+ 0x04, 0x11, 0x15, 0x00, 0xfd, 0xef, 0x02, 0x18, 0xf4, 0x09, 0xfa, 0xf6,
+ 0x02, 0xf7, 0xfd, 0x13, 0xef, 0x13, 0xf7, 0xf9, 0x17, 0x0f, 0xfa, 0xf8,
+ 0x15, 0xff, 0x04, 0xef, 0xf0, 0x15, 0xfa, 0xfe, 0xf0, 0xf4, 0xed, 0x06,
+ 0x1c, 0x02, 0xfb, 0xf7, 0x05, 0xfb, 0x0c, 0xef, 0xf4, 0xf0, 0xf6, 0xec,
+ 0x17, 0xf3, 0xf5, 0xef, 0x02, 0xfd, 0xe5, 0x21, 0x0c, 0xf1, 0x1e, 0x08,
+ 0xf1, 0x0b, 0xf7, 0x09, 0x1d, 0xf2, 0xf9, 0xf2, 0xfb, 0x0e, 0xed, 0xf8,
+ 0xfa, 0xdd, 0xf0, 0xfd, 0xdb, 0x1a, 0xf4, 0xef, 0x0c, 0x06, 0x0f, 0xdf,
+ 0xe2, 0x06, 0x06, 0xee, 0xfa, 0x0d, 0x17, 0xfc, 0xf9, 0x15, 0x1a, 0xe4,
+ 0xfb, 0x0c, 0x1a, 0xfc, 0x1b, 0x04, 0x07, 0x20, 0xff, 0x09, 0x0f, 0xf2,
+ 0x26, 0x19, 0x1f, 0x0d, 0x02, 0x16, 0x03, 0x03, 0xfd, 0x05, 0x01, 0x1b,
+ 0x0a, 0x11, 0xfa, 0x21, 0x13, 0xfb, 0x0c, 0x05, 0xf3, 0xdd, 0xe4, 0xdc,
+ 0x22, 0x1b, 0x15, 0x14, 0x0e, 0xe8, 0x00, 0xf7, 0xf8, 0xf4, 0x0b, 0x0b,
+ 0xfd, 0x21, 0xe3, 0x0f, 0xe1, 0x22, 0x01, 0x21, 0x0b, 0x1f, 0x09, 0x10,
+ 0xe2, 0x18, 0x11, 0x0e, 0xed, 0x01, 0x14, 0x12, 0xfd, 0x11, 0xf6, 0xe9,
+ 0x20, 0xe1, 0xf5, 0x1b, 0x27, 0x22, 0xfa, 0xf7, 0xfe, 0x13, 0xf6, 0xdc,
+ 0x06, 0x0d, 0xf4, 0x05, 0x20, 0x0d, 0x0b, 0xe4, 0x15, 0x28, 0x0c, 0x00,
+ 0xf5, 0x07, 0x0c, 0x0a, 0x06, 0x0e, 0xf3, 0xfb, 0xfe, 0x04, 0x08, 0xf4,
+ 0xef, 0x03, 0xe4, 0xeb, 0x06, 0xee, 0xed, 0xdb, 0xeb, 0x1d, 0xf4, 0xfa,
+ 0x0c, 0xfc, 0xfe, 0x11, 0xf7, 0xf8, 0xf5, 0xef, 0xe7, 0xfc, 0x1b, 0xdc,
+ 0x17, 0xfd, 0xfe, 0x00, 0xea, 0xf4, 0xf1, 0xf7, 0x0f, 0x21, 0x04, 0xfd,
+ 0x0d, 0x0c, 0x0a, 0x14, 0xfd, 0x19, 0x09, 0x01, 0xfd, 0xe2, 0x0c, 0x0c,
+ 0xe0, 0x25, 0xfb, 0xff, 0x0d, 0x18, 0xf6, 0x0b, 0x19, 0x12, 0x10, 0x09,
+ 0x0b, 0x06, 0x12, 0x1c, 0x10, 0x03, 0x13, 0x0a, 0x05, 0x0f, 0x09, 0x01,
+ 0x21, 0xe4, 0x01, 0x26, 0xf9, 0xf4, 0x05, 0x19, 0x00, 0xff, 0x0b, 0xff,
+ 0x16, 0x09, 0xe7, 0xee, 0xed, 0xf5, 0x0f, 0x2f, 0xee, 0x19, 0x03, 0x0a,
+ 0x10, 0xee, 0xf7, 0x2e, 0xf4, 0x08, 0xf7, 0xee, 0x07, 0x00, 0xfc, 0x0e,
+ 0xf0, 0x12, 0x08, 0x05, 0xed, 0x11, 0xfc, 0xfb, 0xf7, 0x25, 0xf1, 0x05,
+ 0x0c, 0xf9, 0xfa, 0x03, 0x0c, 0x16, 0x04, 0x25, 0xf8, 0xe7, 0xfc, 0x11,
+ 0x0d, 0x19, 0xd8, 0xfa, 0x0b, 0x06, 0xfd, 0xef, 0x13, 0xf6, 0xff, 0x0e,
+ 0xf9, 0x04, 0xf1, 0xdc, 0xfb, 0xe1, 0xf6, 0x0b, 0x15, 0x07, 0xf7, 0x02,
+ 0x0e, 0xf1, 0xfd, 0xe3, 0xeb, 0x07, 0xf1, 0xef, 0x03, 0xfe, 0xf8, 0x07,
+ 0x10, 0xf7, 0x00, 0xf9, 0xf2, 0x0e, 0xf9, 0xf2, 0x1d, 0xf5, 0xd8, 0xff,
+ 0xe6, 0x18, 0x2a, 0x1b, 0x03, 0x16, 0xfe, 0xf4, 0xf5, 0xfd, 0x04, 0x01,
+ 0xfe, 0xfe, 0x07, 0xfc, 0x0e, 0xfa, 0x15, 0xeb, 0x02, 0x15, 0xea, 0xfd,
+ 0x04, 0xe5, 0xfe, 0xed, 0xfe, 0x1a, 0x09, 0x2a, 0x1b, 0xdf, 0xfb, 0xf8,
+ 0xf1, 0x04, 0x1a, 0x34, 0x07, 0xf9, 0x0d, 0xf5, 0xef, 0xec, 0x10, 0x1a,
+ 0x0b, 0x0f, 0x13, 0xfe, 0x10, 0x22, 0x1e, 0x02, 0xe6, 0xf7, 0x11, 0xfa,
+ 0x11, 0xfc, 0x1b, 0x21, 0x12, 0xf4, 0x18, 0x16, 0x29, 0xe4, 0x0c, 0x2e,
+ 0x12, 0x07, 0x20, 0xf6, 0x1d, 0xf4, 0x12, 0x33, 0xf4, 0xee, 0xfe, 0x05,
+ 0x06, 0xfb, 0x13, 0x0c, 0x0e, 0xf0, 0x00, 0xf8, 0xee, 0xf3, 0x17, 0x00,
+ 0xf7, 0xfb, 0xfc, 0x0f, 0xf4, 0xd5, 0x0a, 0xed, 0xeb, 0xf5, 0xe9, 0xef,
+ 0xd8, 0xf0, 0xf8, 0xe2, 0x19, 0xf7, 0xf8, 0x0a, 0x0b, 0x09, 0xfa, 0xe7,
+ 0x0f, 0xfc, 0xe8, 0x02, 0x00, 0x1a, 0xfe, 0xfd, 0x1b, 0xe6, 0xef, 0x0f,
+ 0xe3, 0x10, 0xf1, 0xe2, 0x0b, 0x0e, 0x06, 0x29, 0x00, 0x01, 0xf3, 0x00,
+ 0x11, 0x04, 0xf2, 0xf7, 0xea, 0xf8, 0xe0, 0x09, 0x0e, 0x13, 0xf4, 0x00,
+ 0x09, 0xfa, 0xf5, 0x0c, 0xff, 0x18, 0x08, 0x0d, 0xfa, 0xde, 0xfa, 0x03,
+ 0xf2, 0xf3, 0x1b, 0xeb, 0x06, 0xea, 0xfb, 0xff, 0x0d, 0xf5, 0x10, 0x17,
+ 0xf8, 0xe8, 0xf1, 0xf1, 0xf5, 0x00, 0x03, 0x0a, 0x09, 0x0a, 0xf3, 0xfb,
+ 0x33, 0x26, 0xe7, 0x17, 0xe3, 0xfa, 0x1f, 0x24, 0xfc, 0x07, 0x02, 0xe2,
+ 0xeb, 0x08, 0x2c, 0xf8, 0x02, 0x1f, 0x04, 0xeb, 0x0b, 0x04, 0x17, 0xf7,
+ 0xff, 0x1c, 0xed, 0x00, 0x3f, 0xd5, 0x17, 0x1d, 0xfe, 0x03, 0xf1, 0x1c,
+ 0x17, 0xec, 0x0e, 0x54, 0xee, 0xf5, 0x25, 0xfa, 0x08, 0xee, 0x13, 0x32,
+ 0x0e, 0xd8, 0x09, 0x0f, 0xee, 0xe5, 0x06, 0x10, 0xf4, 0xfb, 0xe4, 0xfb,
+ 0x09, 0xde, 0x13, 0xff, 0x02, 0xf9, 0xec, 0x0a, 0x00, 0xe9, 0xfd, 0xdc,
+ 0x06, 0x04, 0xdb, 0x06, 0x01, 0xf8, 0x09, 0xe2, 0x0c, 0x14, 0xda, 0xfe,
+ 0x20, 0xe3, 0x09, 0xda, 0x14, 0x12, 0xe1, 0x05, 0xff, 0xf3, 0x00, 0x08,
+ 0xfb, 0xf1, 0xfd, 0xf3, 0x04, 0xfa, 0x08, 0xff, 0x01, 0x1d, 0x0b, 0xfd,
+ 0x0a, 0xf4, 0xfb, 0xfc, 0xf9, 0x19, 0xed, 0xfc, 0xf2, 0x06, 0xe7, 0x02,
+ 0xf6, 0x0c, 0xfc, 0xfb, 0x01, 0x0c, 0xeb, 0x1b, 0xff, 0xff, 0x08, 0x1d,
+ 0xf7, 0xe8, 0xfc, 0xf4, 0x0c, 0xfa, 0xf1, 0xee, 0xed, 0xdd, 0xfc, 0x06,
+ 0x05, 0xdc, 0x1a, 0xfc, 0xf9, 0x07, 0xdf, 0x1b, 0x14, 0x0c, 0xfc, 0x01,
+ 0x16, 0xe1, 0xed, 0x09, 0x34, 0xee, 0xe4, 0x1c, 0x1b, 0xfc, 0x3b, 0x03,
+ 0x15, 0xf2, 0xeb, 0x14, 0x00, 0xdd, 0x24, 0x04, 0xf1, 0xed, 0xfd, 0xe6,
+ 0x32, 0xf9, 0x24, 0x04, 0x0e, 0x22, 0x03, 0x14, 0x2f, 0xf5, 0x1a, 0x37,
+ 0xf4, 0x18, 0x03, 0x0f, 0x4b, 0xe6, 0x0d, 0x5c, 0xf7, 0x1f, 0x1c, 0xe6,
+ 0x23, 0x0c, 0x15, 0x4e, 0xe0, 0x05, 0x1c, 0xec, 0xff, 0x04, 0x13, 0x15,
+ 0xee, 0x07, 0xec, 0x0c, 0xdd, 0xf8, 0x0e, 0x03, 0x0c, 0x1f, 0xe8, 0x0e,
+ 0xf5, 0xec, 0xfc, 0xe2, 0xe8, 0xfb, 0xf6, 0x00, 0xe5, 0xea, 0xf3, 0xd3,
+ 0xf5, 0xfd, 0xd2, 0xfd, 0x1b, 0xed, 0x09, 0xd1, 0x23, 0xfa, 0xd4, 0xf7,
+ 0xe9, 0xf0, 0x0a, 0xd6, 0x14, 0x03, 0xe6, 0x10, 0xf4, 0x18, 0xfe, 0xe1,
+ 0x0b, 0x25, 0xf5, 0xfc, 0xe9, 0xf2, 0xe9, 0xf4, 0x0d, 0xf5, 0x00, 0xf9,
+ 0x17, 0x02, 0xfd, 0x03, 0x04, 0xf8, 0xf5, 0x14, 0xe3, 0xd3, 0xeb, 0xe7,
+ 0x09, 0xf3, 0x14, 0x17, 0xee, 0xe6, 0xf6, 0xff, 0x11, 0x26, 0xf4, 0xf7,
+ 0x02, 0xfa, 0x05, 0x08, 0x16, 0xff, 0x0d, 0xf7, 0xf1, 0xf7, 0xe6, 0xfb,
+ 0x04, 0x04, 0x07, 0x02, 0x04, 0x09, 0xf5, 0xfc, 0x5f, 0xd6, 0xe7, 0x2a,
+ 0x23, 0xf4, 0x1b, 0x06, 0x01, 0xea, 0xe7, 0x05, 0x25, 0xe3, 0x25, 0x07,
+ 0xea, 0xfb, 0xfb, 0x09, 0x25, 0xde, 0x37, 0x04, 0x07, 0xe5, 0xff, 0x14,
+ 0x2f, 0x0a, 0x30, 0x23, 0x04, 0xf0, 0x23, 0xfe, 0x1c, 0xd2, 0x2b, 0x55,
+ 0x01, 0xe5, 0x26, 0xfe, 0x14, 0xed, 0x24, 0x46, 0xe6, 0xee, 0x0f, 0xfd,
+ 0xed, 0xef, 0x0e, 0x1e, 0x05, 0x0a, 0x12, 0xff, 0xe4, 0xf5, 0x0c, 0xed,
+ 0xfd, 0xea, 0x0d, 0x13, 0x1a, 0xe5, 0xfc, 0xc2, 0xef, 0x0a, 0xe2, 0x0f,
+ 0xfe, 0xff, 0x0c, 0xf0, 0xff, 0xdf, 0xea, 0x00, 0xf6, 0xe1, 0x04, 0xd8,
+ 0x26, 0x20, 0xdc, 0xf4, 0x19, 0x06, 0xe8, 0xd2, 0x10, 0x04, 0xf1, 0x02,
+ 0x0c, 0x06, 0xf0, 0xf0, 0x04, 0x1f, 0xf4, 0xf5, 0xed, 0xf1, 0xfa, 0xf1,
+ 0x04, 0x02, 0xf8, 0xfb, 0x04, 0xf1, 0xe5, 0xe4, 0x0a, 0xf0, 0xfe, 0xef,
+ 0x1c, 0xe3, 0xeb, 0xf3, 0x00, 0x17, 0x01, 0x13, 0x19, 0xda, 0xf8, 0x06,
+ 0xde, 0x11, 0xea, 0xf7, 0xf4, 0xef, 0x03, 0x04, 0x0b, 0xe8, 0x08, 0x0e,
+ 0xe2, 0xee, 0xde, 0x06, 0x0e, 0x29, 0xfb, 0xfa, 0x00, 0x02, 0xec, 0x1b,
+ 0x52, 0xff, 0xde, 0x3a, 0x2f, 0x13, 0x30, 0xe9, 0xff, 0xf6, 0xe7, 0x15,
+ 0x1d, 0xd9, 0x3c, 0x0f, 0xe6, 0x14, 0xee, 0x13, 0x1f, 0xe7, 0x33, 0x08,
+ 0xfc, 0x06, 0x0c, 0x08, 0x19, 0xd9, 0x2b, 0x1f, 0x07, 0x10, 0x24, 0x16,
+ 0x29, 0xfc, 0x31, 0x4d, 0xf0, 0xd9, 0x3f, 0xf2, 0x20, 0xe2, 0x25, 0x49,
+ 0xe5, 0xec, 0x0a, 0xf5, 0xf2, 0xd9, 0x22, 0x1f, 0xed, 0x22, 0x02, 0x0a,
+ 0x16, 0x08, 0xf7, 0xfb, 0x0e, 0xfb, 0xfb, 0x1d, 0xf3, 0x1c, 0xf6, 0xe1,
+ 0xcf, 0x19, 0xf4, 0x0f, 0xee, 0xf9, 0x04, 0xd1, 0xf9, 0xe2, 0xda, 0xf1,
+ 0x24, 0xf5, 0x07, 0xdf, 0x1d, 0xf9, 0xdb, 0x18, 0x0b, 0xea, 0x08, 0xca,
+ 0xf2, 0xfa, 0xec, 0x04, 0x0e, 0x17, 0xed, 0xf1, 0x06, 0x15, 0xfc, 0xfd,
+ 0x08, 0xfa, 0xe3, 0xe4, 0x0a, 0xfc, 0xee, 0x08, 0xf5, 0x09, 0xef, 0xee,
+ 0x06, 0xef, 0xe1, 0x19, 0x07, 0xe8, 0xe6, 0xdf, 0xea, 0x0d, 0xf1, 0x16,
+ 0xee, 0xed, 0xf8, 0x09, 0xfa, 0xfb, 0x0c, 0xf8, 0xeb, 0xda, 0x00, 0xfc,
+ 0x04, 0xfe, 0xf5, 0xff, 0xf6, 0xe1, 0x0c, 0x0a, 0x13, 0x0d, 0xf6, 0xf5,
+ 0x15, 0x07, 0xca, 0xec, 0x50, 0x0e, 0xd0, 0x26, 0x4c, 0xf8, 0x23, 0xeb,
+ 0xff, 0x08, 0xe3, 0x11, 0x2c, 0xf9, 0x2a, 0xf1, 0xe9, 0x0b, 0xe9, 0x0f,
+ 0x15, 0xec, 0x33, 0x11, 0x0c, 0x0d, 0x01, 0x01, 0x32, 0xe3, 0x41, 0x27,
+ 0x11, 0x02, 0x2e, 0x07, 0x09, 0xe3, 0x22, 0x4d, 0xf1, 0x05, 0x27, 0x03,
+ 0x25, 0xf5, 0x2c, 0x3b, 0xf4, 0x00, 0x16, 0x0b, 0xec, 0xfe, 0x17, 0x0d,
+ 0xff, 0xe7, 0xfe, 0x24, 0x06, 0xee, 0xf0, 0xe9, 0xfa, 0x1c, 0xf2, 0x19,
+ 0x08, 0xfa, 0xff, 0xd2, 0x01, 0x02, 0xea, 0x05, 0xf2, 0xf4, 0x0b, 0xd2,
+ 0xf9, 0x0d, 0xcd, 0x0d, 0x12, 0xf2, 0x0e, 0xe1, 0x1f, 0x00, 0xe7, 0x14,
+ 0x04, 0xff, 0x09, 0xdb, 0xfc, 0xd9, 0x06, 0xf9, 0xeb, 0x01, 0xef, 0xfa,
+ 0xfb, 0xf5, 0xfc, 0xfb, 0x14, 0xe2, 0xf9, 0xf5, 0x02, 0xfd, 0xfc, 0x01,
+ 0xf7, 0xf3, 0x00, 0xec, 0xe7, 0xf2, 0x00, 0xf1, 0x11, 0xec, 0xf0, 0xe9,
+ 0x11, 0x0a, 0x07, 0x04, 0x01, 0xee, 0xfb, 0xf2, 0x14, 0x01, 0x12, 0xf0,
+ 0xf2, 0xf1, 0xf0, 0xfb, 0x08, 0x03, 0xf8, 0x01, 0xe8, 0xf9, 0x17, 0x26,
+ 0x0f, 0xea, 0xf7, 0xf8, 0x1e, 0xfe, 0xf2, 0xf8, 0x3f, 0x00, 0xd4, 0x1c,
+ 0x53, 0xfe, 0x1e, 0x0f, 0xef, 0xdd, 0xed, 0x10, 0x19, 0xe7, 0x34, 0x0e,
+ 0xde, 0xdf, 0xfa, 0x0e, 0x29, 0xe3, 0x16, 0x09, 0x06, 0x12, 0xeb, 0xf9,
+ 0x32, 0xe0, 0x1a, 0x1d, 0xf3, 0xed, 0x10, 0x07, 0x31, 0xf2, 0x12, 0x52,
+ 0xeb, 0xf7, 0x1e, 0xf7, 0x1a, 0xdc, 0x3e, 0x33, 0xe3, 0xfb, 0x1f, 0x0b,
+ 0x08, 0xfe, 0x13, 0x1a, 0xf4, 0xf8, 0xfe, 0x08, 0xfc, 0xe9, 0xfe, 0xeb,
+ 0xe6, 0xf6, 0x02, 0x18, 0x02, 0xe8, 0xfb, 0xf3, 0x01, 0x08, 0xd7, 0x13,
+ 0x04, 0xe6, 0x02, 0xe6, 0xd7, 0x01, 0xd4, 0xf0, 0x0e, 0x05, 0x18, 0xe5,
+ 0x08, 0xe5, 0xd2, 0x16, 0x12, 0xfe, 0x0e, 0xd3, 0xfc, 0x1f, 0xe9, 0xf8,
+ 0x11, 0x06, 0xf3, 0xd5, 0xf8, 0xff, 0xf0, 0x04, 0x0a, 0xd9, 0xf8, 0xfd,
+ 0xf5, 0x12, 0xff, 0x06, 0x1b, 0xe6, 0xfe, 0xfe, 0xde, 0xee, 0xf6, 0x18,
+ 0xf1, 0xf8, 0x06, 0xf3, 0x02, 0xea, 0x04, 0x14, 0xfc, 0xee, 0xe6, 0x09,
+ 0xf9, 0xee, 0xe3, 0xe7, 0xfc, 0xd9, 0xef, 0xfc, 0x0a, 0x0c, 0x03, 0xf6,
+ 0xe2, 0x11, 0x0f, 0x19, 0x18, 0x10, 0xef, 0xe5, 0x22, 0xf5, 0xe5, 0xe9,
+ 0x4b, 0xf7, 0xdb, 0x0c, 0x4f, 0xde, 0x22, 0x16, 0x09, 0x16, 0xd1, 0xf8,
+ 0x19, 0xe0, 0x24, 0xfe, 0xb8, 0xfb, 0xe5, 0x12, 0x1c, 0xe3, 0x22, 0x09,
+ 0x05, 0x29, 0xf7, 0x10, 0x31, 0xe1, 0x33, 0x3f, 0xfd, 0xed, 0x04, 0x03,
+ 0x2e, 0xed, 0x30, 0x36, 0xee, 0x16, 0x2f, 0xf5, 0x1b, 0xdc, 0x3a, 0x56,
+ 0xe5, 0xef, 0x26, 0xff, 0x03, 0xd7, 0x31, 0x16, 0xef, 0xf1, 0x08, 0x13,
+ 0x01, 0x02, 0x03, 0xf1, 0xf2, 0x08, 0xff, 0x05, 0x12, 0xf2, 0xee, 0xda,
+ 0xed, 0xec, 0xea, 0xf7, 0x0c, 0xf1, 0x09, 0xe6, 0xe6, 0x00, 0xcc, 0x10,
+ 0x0d, 0x0d, 0x20, 0xf4, 0x18, 0x23, 0xec, 0xf9, 0x00, 0xe4, 0x07, 0xd4,
+ 0xfb, 0x16, 0xd2, 0x01, 0xe6, 0x01, 0x06, 0xf0, 0xfe, 0x03, 0xf3, 0x09,
+ 0x01, 0x0d, 0x05, 0xf7, 0xd4, 0x02, 0xfb, 0xfb, 0x08, 0xf0, 0x1f, 0xf3,
+ 0xfe, 0xeb, 0x02, 0x0e, 0x1b, 0x0f, 0x04, 0xf5, 0xf0, 0x1f, 0x14, 0xf7,
+ 0x06, 0xdc, 0xf9, 0xe9, 0x01, 0xff, 0x08, 0xf2, 0x06, 0xff, 0xff, 0xf3,
+ 0x05, 0x1a, 0xfc, 0xfa, 0xeb, 0xfb, 0xfa, 0x12, 0x20, 0xf6, 0xe0, 0xe8,
+ 0x1c, 0xfa, 0xd6, 0x0d, 0x2c, 0x04, 0xe1, 0x09, 0x3b, 0xd3, 0x2a, 0xee,
+ 0xf7, 0xed, 0xf1, 0xf7, 0x0d, 0xf0, 0x32, 0x0f, 0xc9, 0x0e, 0x00, 0x10,
+ 0x24, 0xfb, 0x31, 0xf0, 0xf4, 0xdd, 0xf5, 0x04, 0x25, 0xc7, 0x27, 0x25,
+ 0x16, 0x11, 0x2e, 0x09, 0x30, 0xd1, 0x2c, 0x34, 0xe6, 0xf0, 0x21, 0xf5,
+ 0x21, 0xc8, 0x40, 0x39, 0xde, 0xf0, 0x12, 0xf3, 0x10, 0xe8, 0x1f, 0x18,
+ 0xfa, 0xea, 0x07, 0x11, 0xdf, 0xed, 0xfa, 0xf0, 0x07, 0xef, 0xf3, 0x05,
+ 0x10, 0xe5, 0xf3, 0xe9, 0xe9, 0xe8, 0xd6, 0x01, 0xf9, 0x05, 0x0b, 0xee,
+ 0xf9, 0x12, 0xe3, 0x05, 0xfd, 0xe6, 0x16, 0xe2, 0x1b, 0x12, 0xc5, 0x00,
+ 0xfd, 0x02, 0x04, 0xd2, 0xff, 0xec, 0xf6, 0xfd, 0x00, 0xe4, 0xf7, 0xf3,
+ 0xeb, 0xfa, 0xf8, 0x0d, 0x03, 0xfa, 0xfe, 0xe4, 0xdb, 0xe3, 0x06, 0xff,
+ 0xf4, 0xf2, 0x1b, 0xf1, 0xf7, 0x02, 0x01, 0x04, 0x13, 0xe5, 0x0c, 0x05,
+ 0xf7, 0x0a, 0x03, 0x03, 0x0b, 0x03, 0xee, 0xf7, 0x21, 0x20, 0xff, 0xf3,
+ 0x09, 0xe5, 0xff, 0xec, 0x17, 0x00, 0x06, 0x14, 0xeb, 0xf2, 0x18, 0x16,
+ 0x1f, 0xec, 0xee, 0xe1, 0x1e, 0x03, 0xfa, 0xfe, 0x28, 0x03, 0xc9, 0x0c,
+ 0x3f, 0xd8, 0x30, 0x16, 0x03, 0xf8, 0xe9, 0xfb, 0x28, 0xe1, 0x36, 0x0a,
+ 0xdf, 0xe5, 0xeb, 0x08, 0x1c, 0xcd, 0x29, 0xf2, 0xfc, 0x0a, 0xed, 0x01,
+ 0x29, 0xf1, 0x20, 0x13, 0x04, 0xec, 0x17, 0x0a, 0x35, 0xc3, 0x1a, 0x46,
+ 0xe0, 0xd7, 0x3c, 0x09, 0x28, 0xd1, 0x22, 0x20, 0xd5, 0xfa, 0x28, 0xfa,
+ 0xff, 0xea, 0x1d, 0x23, 0xe0, 0x07, 0x07, 0x0f, 0xf1, 0xf1, 0x08, 0xf0,
+ 0xf8, 0xff, 0x05, 0x1b, 0x05, 0xfa, 0xf0, 0xfb, 0xe3, 0xe4, 0xcc, 0x1a,
+ 0xf9, 0x09, 0x06, 0xee, 0xf4, 0x03, 0xd0, 0x14, 0xf4, 0xff, 0x1d, 0xe8,
+ 0x11, 0xf4, 0xd1, 0xf4, 0x04, 0x0b, 0xfb, 0xdc, 0x0a, 0x0c, 0xeb, 0xed,
+ 0x06, 0xf3, 0x04, 0xdd, 0xdf, 0xf9, 0xea, 0xfc, 0xf5, 0xf2, 0xfb, 0xea,
+ 0xe3, 0x03, 0xee, 0x0e, 0xff, 0xdb, 0x1e, 0x04, 0xf7, 0x1a, 0x04, 0x0c,
+ 0x0d, 0xda, 0x04, 0xe9, 0xff, 0x04, 0x00, 0x0c, 0xf9, 0xe4, 0xfb, 0xf6,
+ 0x14, 0xde, 0x1b, 0x00, 0x0b, 0xfe, 0x06, 0xf8, 0x0f, 0xdc, 0x01, 0xef,
+ 0xef, 0x0d, 0xf8, 0xf1, 0x0f, 0xf9, 0xf9, 0xdf, 0x0d, 0xe4, 0xd9, 0xf9,
+ 0x2b, 0xee, 0xe8, 0x09, 0x40, 0xf9, 0x2f, 0x0a, 0xfa, 0xe8, 0xe9, 0x01,
+ 0x0e, 0xe7, 0x23, 0x0a, 0xd0, 0x19, 0xd3, 0x0e, 0x04, 0xda, 0x2b, 0x0f,
+ 0xe7, 0xe6, 0xf3, 0xfb, 0x2c, 0xd3, 0x36, 0x19, 0x0e, 0xfe, 0x03, 0x1a,
+ 0x2e, 0xd0, 0x23, 0x32, 0xf1, 0xe1, 0x2a, 0x09, 0x1b, 0xf6, 0x29, 0x3e,
+ 0xce, 0x15, 0x0a, 0xe8, 0xec, 0xdf, 0x44, 0x28, 0xd9, 0xfd, 0xfa, 0x09,
+ 0xff, 0xe7, 0x08, 0xec, 0xf4, 0xef, 0x01, 0x19, 0x11, 0xf3, 0xeb, 0xeb,
+ 0xed, 0x1a, 0xdd, 0x15, 0x0f, 0x07, 0xfe, 0xeb, 0xff, 0xd6, 0xd5, 0x04,
+ 0xf5, 0x07, 0x10, 0xe6, 0x0c, 0xe4, 0xda, 0x0c, 0x08, 0xee, 0x06, 0xd8,
+ 0xf8, 0xf1, 0xe0, 0x01, 0x08, 0xfe, 0xf9, 0xf3, 0xdf, 0x03, 0xe6, 0xf4,
+ 0x0a, 0xff, 0xf2, 0xe0, 0xd9, 0xeb, 0x01, 0x10, 0x02, 0xfc, 0x0d, 0x14,
+ 0xea, 0xf8, 0x03, 0x18, 0xf3, 0x09, 0xfc, 0x0c, 0x0b, 0x1f, 0xf5, 0x05,
+ 0xf7, 0xf9, 0x00, 0xfd, 0x04, 0xfc, 0x16, 0x07, 0x00, 0xdf, 0xf9, 0xfa,
+ 0x0c, 0xfb, 0xf4, 0xf7, 0xf0, 0xeb, 0x07, 0x17, 0x20, 0xfb, 0xf0, 0xec,
+ 0x04, 0x00, 0xf8, 0xf2, 0x2d, 0xf9, 0xd9, 0x0b, 0x55, 0xec, 0x33, 0x26,
+ 0xf8, 0x0a, 0xf2, 0x0b, 0x25, 0xdf, 0x29, 0x05, 0xd1, 0x14, 0xe2, 0xf2,
+ 0x12, 0xdd, 0x28, 0xfc, 0xec, 0x08, 0xfd, 0x02, 0x3a, 0xe6, 0x29, 0x25,
+ 0x0d, 0x10, 0x09, 0x0a, 0x32, 0xf5, 0x17, 0x2d, 0xea, 0xfb, 0x35, 0xfc,
+ 0x28, 0xd0, 0x29, 0x2f, 0xcb, 0x06, 0x0f, 0x04, 0xf2, 0xf3, 0x34, 0x1c,
+ 0xf4, 0x08, 0x05, 0xfc, 0xfd, 0xed, 0x0f, 0xf8, 0xe9, 0xf0, 0x09, 0x16,
+ 0xfe, 0x02, 0xff, 0xd4, 0xea, 0x0a, 0xeb, 0x0c, 0xf8, 0xf4, 0x09, 0xf4,
+ 0xf2, 0x07, 0xd9, 0x0b, 0xfd, 0xe4, 0x1a, 0xef, 0x14, 0x08, 0xd8, 0xfc,
+ 0xf5, 0xe1, 0x03, 0xcf, 0xf1, 0x11, 0xdb, 0x15, 0x07, 0x10, 0xf8, 0xfc,
+ 0xe2, 0xf1, 0xf5, 0xde, 0xff, 0xe7, 0x01, 0xea, 0xee, 0xe9, 0x02, 0x0a,
+ 0x18, 0xec, 0xfe, 0xf9, 0x09, 0xf3, 0x0e, 0x02, 0xf1, 0xfc, 0xf9, 0x16,
+ 0x05, 0x07, 0x09, 0x0d, 0x0e, 0xf7, 0x04, 0xed, 0x04, 0xdb, 0x04, 0x04,
+ 0xf6, 0xdc, 0xee, 0xec, 0xf5, 0xfe, 0xf4, 0x02, 0xe4, 0x0b, 0xe0, 0x17,
+ 0x0a, 0xe0, 0xf7, 0xdc, 0x11, 0xd6, 0xfe, 0xfa, 0x35, 0xde, 0xe6, 0x06,
+ 0x44, 0xf9, 0x35, 0x0a, 0xfb, 0xff, 0xec, 0xfb, 0x16, 0xd9, 0x23, 0x0f,
+ 0xd4, 0xef, 0xdf, 0x06, 0x0b, 0xd9, 0x25, 0xff, 0xf8, 0xeb, 0xf4, 0x0a,
+ 0x20, 0xe5, 0x22, 0x1c, 0xeb, 0xf4, 0x0d, 0x0c, 0x19, 0xe1, 0x1e, 0x31,
+ 0xe9, 0xfb, 0x20, 0xf0, 0x23, 0xfe, 0x35, 0x28, 0xb4, 0x06, 0x28, 0xe7,
+ 0xfb, 0xe9, 0x2a, 0x1a, 0xef, 0x15, 0x0c, 0xed, 0xf1, 0x04, 0x0e, 0x0a,
+ 0xff, 0x16, 0x01, 0x04, 0x17, 0xea, 0xec, 0xdc, 0xf4, 0xf7, 0x04, 0x16,
+ 0x1f, 0x0a, 0x11, 0xef, 0x12, 0xdf, 0xd9, 0x0c, 0xf5, 0x10, 0x02, 0xf3,
+ 0x10, 0x03, 0xd3, 0xf5, 0x0b, 0x02, 0x00, 0xcb, 0xf6, 0x23, 0xf6, 0xf1,
+ 0x1f, 0xf9, 0xfc, 0xf0, 0xf6, 0xfe, 0xfa, 0xf8, 0xf9, 0xf4, 0xfb, 0x0a,
+ 0xd6, 0x29, 0x09, 0x02, 0x00, 0xfc, 0xfc, 0xee, 0xf5, 0x05, 0xfb, 0x1e,
+ 0xf1, 0xf1, 0xf3, 0x02, 0xec, 0x1c, 0x0c, 0x0e, 0x0b, 0x04, 0xf6, 0xe7,
+ 0x14, 0x08, 0x27, 0x01, 0xfe, 0xe5, 0xe7, 0x01, 0x1b, 0xf0, 0xf6, 0xff,
+ 0xf4, 0xe7, 0xee, 0x18, 0x0d, 0x08, 0xf8, 0xd6, 0x07, 0xf4, 0x08, 0xff,
+ 0x1d, 0x13, 0xe7, 0x0b, 0x42, 0xef, 0x28, 0x00, 0xf9, 0xf0, 0xf3, 0x00,
+ 0x15, 0xfd, 0x1a, 0x22, 0xc1, 0xf5, 0xe0, 0xf8, 0x09, 0xe6, 0x0e, 0x05,
+ 0xf9, 0xf6, 0x01, 0x01, 0x13, 0xdc, 0x1f, 0x0d, 0xfb, 0x04, 0x08, 0x0b,
+ 0x15, 0xdb, 0x28, 0x34, 0xed, 0x0b, 0x3a, 0xed, 0x16, 0xe3, 0x39, 0x32,
+ 0xc4, 0x0b, 0x20, 0xe7, 0xf7, 0x02, 0x35, 0x24, 0xfc, 0xe8, 0x1c, 0xf8,
+ 0xf1, 0xfa, 0x0c, 0x1d, 0xf2, 0x05, 0xff, 0x12, 0x0f, 0x01, 0xec, 0xea,
+ 0xf0, 0x03, 0xe7, 0x15, 0xfd, 0x05, 0x08, 0xe0, 0x1b, 0xf8, 0xe1, 0x1e,
+ 0xed, 0xdc, 0x11, 0xeb, 0xfd, 0x1a, 0xeb, 0x09, 0xf9, 0xf3, 0x00, 0xe8,
+ 0xe6, 0x08, 0xf7, 0xde, 0x1e, 0x00, 0x00, 0x00, 0xe4, 0x09, 0xf2, 0xf8,
+ 0xe7, 0xf2, 0x0d, 0xfa, 0xe2, 0x0f, 0x04, 0x08, 0xf2, 0x13, 0xf8, 0xf9,
+ 0xf1, 0xff, 0x03, 0x11, 0x12, 0xe9, 0xf4, 0x13, 0x07, 0x0c, 0x13, 0x2b,
+ 0xf7, 0xdd, 0xf9, 0xe9, 0xfa, 0xdb, 0x1d, 0xf6, 0xf6, 0xf9, 0xe4, 0xf6,
+ 0x0d, 0xeb, 0x0d, 0x08, 0xe7, 0xe7, 0xf2, 0x03, 0x1d, 0xd9, 0xd8, 0xe4,
+ 0xf7, 0xea, 0xdc, 0xdc, 0x26, 0x02, 0xee, 0xfa, 0x38, 0xfc, 0x1a, 0xef,
+ 0xda, 0xf1, 0xdf, 0x0b, 0x1a, 0xe0, 0x16, 0x16, 0xdc, 0x04, 0xfa, 0xf7,
+ 0xee, 0x02, 0x25, 0x02, 0xf5, 0xfb, 0x08, 0xf6, 0x11, 0xf5, 0x12, 0x08,
+ 0xf4, 0xe3, 0x1b, 0xf5, 0x3a, 0xdc, 0x20, 0x2e, 0xe0, 0xf5, 0x30, 0xe4,
+ 0x09, 0xf8, 0x3c, 0x45, 0xd3, 0x08, 0x23, 0xd8, 0x09, 0xe4, 0x35, 0x30,
+ 0xe4, 0xfe, 0x07, 0xf6, 0x05, 0x01, 0x05, 0xff, 0xf6, 0x0d, 0x02, 0xfd,
+ 0x03, 0x05, 0x0d, 0x00, 0xf5, 0xd6, 0xcf, 0x19, 0x06, 0xee, 0x0d, 0xf2,
+ 0x01, 0x18, 0xef, 0x12, 0x04, 0x02, 0x21, 0xd9, 0x02, 0x0d, 0xeb, 0xe9,
+ 0x13, 0x08, 0x15, 0xf0, 0xee, 0x03, 0xec, 0x06, 0x17, 0xed, 0x00, 0x1a,
+ 0xee, 0xf2, 0xfc, 0x09, 0xec, 0xf8, 0xf8, 0x18, 0xf4, 0x13, 0x04, 0xf6,
+ 0x02, 0xf0, 0xfc, 0xfe, 0xe3, 0x01, 0x0a, 0x1c, 0x1b, 0xec, 0x0e, 0x01,
+ 0xfb, 0x08, 0x11, 0xf5, 0x00, 0x14, 0xe6, 0x12, 0x07, 0xf4, 0x15, 0x07,
+ 0xfc, 0xfb, 0xf5, 0xf1, 0x01, 0x21, 0x01, 0xe9, 0xe8, 0xef, 0xdb, 0xdf,
+ 0x1f, 0x0a, 0xdd, 0xd1, 0x16, 0x04, 0xfd, 0xe1, 0x24, 0xf0, 0xec, 0xf4,
+ 0x38, 0xe1, 0x16, 0xfd, 0xe0, 0xec, 0xe7, 0x0c, 0x2a, 0x04, 0x0c, 0x17,
+ 0xdc, 0xe8, 0xf2, 0x03, 0xec, 0xfd, 0x19, 0xfe, 0xf3, 0xf0, 0xf3, 0xfb,
+ 0x18, 0xdf, 0x1c, 0x00, 0x09, 0xf4, 0x18, 0x0b, 0x1f, 0xf6, 0x34, 0x22,
+ 0xf4, 0x22, 0x45, 0xeb, 0x23, 0xcf, 0x32, 0x34, 0xf2, 0xf9, 0x29, 0xd4,
+ 0xf7, 0x0b, 0x38, 0x2a, 0x09, 0xe6, 0x05, 0x01, 0x0b, 0xfe, 0x17, 0xfb,
+ 0x00, 0xeb, 0x08, 0xfd, 0x0c, 0x02, 0x1d, 0xea, 0xfa, 0x0b, 0xeb, 0x09,
+ 0xfe, 0xfe, 0x10, 0xe0, 0xf6, 0x06, 0xf0, 0x15, 0xf3, 0x09, 0x11, 0xe4,
+ 0xf9, 0x07, 0xe1, 0xed, 0x17, 0x05, 0x0c, 0xe1, 0xdb, 0xf2, 0xf8, 0xea,
+ 0x22, 0xe9, 0x02, 0x00, 0xfd, 0xe7, 0xf2, 0xf8, 0xf9, 0xfc, 0xfa, 0xe8,
+ 0xe8, 0xeb, 0xe9, 0x0d, 0x04, 0xf8, 0xf8, 0xf7, 0xf8, 0x0d, 0x03, 0x0c,
+ 0x13, 0xf2, 0x0f, 0xf9, 0xe6, 0xfd, 0x0f, 0x19, 0x08, 0xf7, 0xfa, 0x01,
+ 0xf3, 0x12, 0x1e, 0x05, 0x0a, 0x09, 0xfd, 0x0b, 0x07, 0x08, 0x02, 0xfc,
+ 0xd6, 0xe8, 0x14, 0x01, 0x13, 0x19, 0xef, 0xda, 0x0e, 0x0a, 0x07, 0xef,
+ 0x34, 0xe0, 0x05, 0x1e, 0x4e, 0xe9, 0x19, 0xff, 0xe1, 0x04, 0xfb, 0x0e,
+ 0x11, 0x05, 0x1f, 0x15, 0xd4, 0xec, 0xf9, 0xe7, 0xf9, 0xfc, 0x25, 0xff,
+ 0x06, 0xf2, 0x01, 0xf6, 0x2a, 0x17, 0x24, 0x11, 0xf3, 0x1a, 0x1f, 0xfb,
+ 0x32, 0xeb, 0x33, 0x2f, 0x00, 0x08, 0x2c, 0xf0, 0x26, 0xf4, 0x25, 0x36,
+ 0xd9, 0xf1, 0x1a, 0xd5, 0xec, 0xf9, 0x32, 0x27, 0xfc, 0xf4, 0xf0, 0xe3,
+ 0xfa, 0x0c, 0x16, 0x17, 0xfa, 0xf9, 0xe5, 0x1f, 0x1f, 0xfa, 0xff, 0xfd,
+ 0x0d, 0x02, 0xe9, 0x0e, 0xf0, 0x12, 0x09, 0xda, 0x02, 0xea, 0xe5, 0x0a,
+ 0xff, 0x03, 0x13, 0xf0, 0x0a, 0xf9, 0xe9, 0xff, 0x10, 0xfc, 0x1a, 0xf3,
+ 0xf7, 0x0f, 0xf4, 0xfa, 0xf4, 0x05, 0x10, 0x0a, 0xdd, 0x09, 0xf7, 0xf0,
+ 0xe5, 0x07, 0x07, 0xfa, 0x02, 0xd7, 0xf8, 0xf7, 0x01, 0xfb, 0x0e, 0xf8,
+ 0x07, 0x0f, 0xfe, 0x03, 0x12, 0x05, 0x09, 0x13, 0xf8, 0xdc, 0xfd, 0x27,
+ 0x0f, 0xec, 0xf7, 0x07, 0x00, 0xfc, 0x12, 0xf8, 0xfb, 0xea, 0xe4, 0xe9,
+ 0xe9, 0xe0, 0xff, 0xdc, 0xd6, 0xeb, 0xf2, 0xf7, 0x0d, 0x1b, 0xe9, 0xc4,
+ 0x06, 0x00, 0xfd, 0x04, 0x46, 0xf9, 0xe9, 0x13, 0x2d, 0x0c, 0x1f, 0xf8,
+ 0xd3, 0x0c, 0x14, 0x11, 0x05, 0xe5, 0x27, 0x08, 0xc5, 0xef, 0xdf, 0xdd,
+ 0x04, 0xf8, 0x11, 0x10, 0xf0, 0xe7, 0xfb, 0x03, 0x3c, 0xe7, 0x14, 0x0c,
+ 0xf4, 0xf6, 0x1b, 0x0a, 0x23, 0xf2, 0x2d, 0x1a, 0x08, 0xff, 0x32, 0xe7,
+ 0x1a, 0x05, 0x2b, 0x34, 0xf1, 0x0a, 0x00, 0xe8, 0x02, 0xdf, 0x2c, 0x2a,
+ 0x03, 0xe6, 0xfc, 0xef, 0xfc, 0xe4, 0x03, 0x01, 0x03, 0xee, 0xe9, 0x15,
+ 0x05, 0x03, 0x13, 0x11, 0x0e, 0xee, 0xf5, 0x22, 0x1b, 0x0e, 0xfd, 0xf3,
+ 0x0a, 0x02, 0xdd, 0x20, 0xeb, 0x06, 0xf8, 0xe2, 0x06, 0x0e, 0xde, 0x0d,
+ 0xf9, 0x16, 0x1c, 0x0c, 0xe0, 0xf0, 0xec, 0x0c, 0x0f, 0xf2, 0x27, 0x1d,
+ 0xde, 0xe6, 0xf0, 0xf9, 0xf0, 0x02, 0x0a, 0x07, 0x06, 0xf9, 0x0f, 0xfa,
+ 0xf0, 0xee, 0xf1, 0xf7, 0xff, 0x02, 0x0b, 0x0d, 0x1b, 0xee, 0xf6, 0x05,
+ 0xff, 0x1c, 0x17, 0x04, 0x05, 0x17, 0x00, 0xff, 0x0d, 0xf3, 0x23, 0x10,
+ 0xfd, 0x05, 0xfb, 0xea, 0x03, 0x10, 0x07, 0xd7, 0xf7, 0xff, 0xf3, 0xf1,
+ 0x17, 0xed, 0xd3, 0xcb, 0x14, 0x1c, 0xf5, 0x03, 0x47, 0xf6, 0xf7, 0xf2,
+ 0x3e, 0xf2, 0x22, 0xf4, 0xed, 0xfc, 0xee, 0x0b, 0xf4, 0xf1, 0x25, 0x10,
+ 0xd0, 0xf6, 0x00, 0xef, 0x10, 0xfc, 0x15, 0xe5, 0xdb, 0xf3, 0xea, 0x10,
+ 0x22, 0xf2, 0x2b, 0x11, 0xf9, 0x0a, 0xfc, 0xf5, 0x53, 0x16, 0x25, 0x43,
+ 0xe0, 0x0e, 0x13, 0xfc, 0x2d, 0xe2, 0x55, 0x65, 0xf4, 0x08, 0x01, 0xdf,
+ 0x0a, 0x00, 0x49, 0x1c, 0xfe, 0xdf, 0xef, 0xf2, 0xf9, 0xf6, 0xfd, 0xff,
+ 0xf3, 0x02, 0xf6, 0x14, 0x0b, 0xe8, 0x09, 0xfc, 0xfc, 0xe2, 0xe5, 0x11,
+ 0x03, 0x09, 0xfb, 0x06, 0x10, 0x1a, 0xf3, 0x0d, 0xfa, 0x0a, 0xd5, 0xf5,
+ 0x1a, 0x11, 0xf2, 0xfc, 0x1f, 0xfe, 0x0e, 0xe4, 0xef, 0xd7, 0xee, 0x06,
+ 0x1e, 0x04, 0x12, 0x28, 0xf7, 0x0e, 0x06, 0xf8, 0xee, 0xf0, 0x1a, 0x01,
+ 0xf7, 0xfd, 0x03, 0x11, 0x19, 0x10, 0x04, 0xfb, 0xd7, 0xfa, 0x16, 0x06,
+ 0x07, 0x23, 0xfa, 0x14, 0x11, 0xf1, 0x12, 0x10, 0x04, 0xe1, 0xee, 0xf7,
+ 0x21, 0x0e, 0x0a, 0x0a, 0xf8, 0x07, 0x0a, 0xee, 0x03, 0x1f, 0xfa, 0xc4,
+ 0xec, 0x12, 0x01, 0x1e, 0xfd, 0xf1, 0xe8, 0xcc, 0xf4, 0x17, 0xff, 0xdd,
+ 0x45, 0x10, 0xee, 0xfa, 0x3d, 0xe7, 0x27, 0xdd, 0xd7, 0xf9, 0xf4, 0xf6,
+ 0x06, 0xf8, 0x1e, 0x13, 0xe7, 0xe2, 0xf1, 0xe3, 0xf3, 0xf7, 0x18, 0x12,
+ 0xe4, 0x0a, 0xdb, 0xff, 0xff, 0xfe, 0x20, 0x09, 0x00, 0xf7, 0x23, 0xf6,
+ 0x2d, 0x14, 0x26, 0x28, 0xe5, 0xff, 0x0f, 0xe3, 0x1d, 0xe8, 0x56, 0x43,
+ 0xe7, 0xfb, 0xf9, 0xe6, 0xe9, 0xe2, 0x19, 0x19, 0x08, 0xfa, 0xf3, 0xe5,
+ 0x23, 0x07, 0x0f, 0xf8, 0xf8, 0xf3, 0xfc, 0x11, 0x2a, 0x05, 0xf4, 0xf1,
+ 0xfa, 0xfb, 0xf1, 0x1e, 0x13, 0x0f, 0xf9, 0xf5, 0xfa, 0x09, 0xf9, 0x03,
+ 0xf0, 0xf0, 0xe7, 0xec, 0xf1, 0x0c, 0xe6, 0xee, 0xf6, 0x20, 0x0f, 0xe9,
+ 0x00, 0xf4, 0xfe, 0xf0, 0x13, 0x0a, 0x17, 0x13, 0xee, 0x13, 0xfb, 0xff,
+ 0xf8, 0xfd, 0xf4, 0xe2, 0xe8, 0x06, 0xfc, 0x14, 0x03, 0x17, 0x00, 0x03,
+ 0xe6, 0xfd, 0xf2, 0x12, 0x12, 0x20, 0xeb, 0x10, 0x02, 0xf7, 0x13, 0x0d,
+ 0x11, 0xfd, 0xde, 0xf5, 0x07, 0xf3, 0x04, 0xff, 0x06, 0x05, 0xfb, 0xea,
+ 0xf0, 0x0a, 0x00, 0xb5, 0xe8, 0x1a, 0x03, 0xfe, 0x0d, 0x1a, 0xe7, 0xc0,
+ 0xd6, 0xdc, 0xf6, 0xf8, 0x39, 0xf5, 0xd5, 0xf8, 0x22, 0xfa, 0x22, 0x05,
+ 0xd0, 0xf4, 0x2d, 0xfc, 0x00, 0x0a, 0x1b, 0xfc, 0xe6, 0x09, 0x14, 0xfa,
+ 0x00, 0x1d, 0x1a, 0xfd, 0xf3, 0x18, 0xfc, 0xeb, 0x15, 0xf5, 0x0e, 0x0a,
+ 0xf3, 0xf1, 0x1b, 0x05, 0x14, 0x03, 0x2d, 0x27, 0xfb, 0x18, 0x22, 0xef,
+ 0xf6, 0x06, 0x28, 0x2b, 0xde, 0xec, 0xef, 0xe8, 0xd3, 0xfe, 0x17, 0x12,
+ 0x01, 0x13, 0x05, 0xf7, 0x00, 0xde, 0xf3, 0xe5, 0x03, 0xfb, 0x07, 0x0b,
+ 0xfd, 0xdc, 0xdf, 0x03, 0x0c, 0x00, 0xfa, 0x06, 0x0e, 0x02, 0x05, 0xfa,
+ 0xfd, 0xed, 0x09, 0x0c, 0xfd, 0xfb, 0x0c, 0xf0, 0xe4, 0x04, 0xd6, 0xf3,
+ 0x09, 0x0a, 0xf9, 0xf8, 0xe2, 0xef, 0xdf, 0xf0, 0xf8, 0x03, 0x0f, 0x20,
+ 0xf4, 0xe3, 0xf8, 0x02, 0xe2, 0xe5, 0x25, 0x0f, 0xeb, 0xf8, 0xe9, 0xfd,
+ 0x04, 0x0c, 0x0c, 0xfe, 0x01, 0x08, 0xfc, 0xfc, 0x1b, 0x01, 0xe5, 0x13,
+ 0xf9, 0xe8, 0x07, 0x20, 0xfe, 0x06, 0xec, 0xfe, 0x09, 0xef, 0x14, 0x04,
+ 0x0b, 0xf5, 0xe7, 0xff, 0x0a, 0x02, 0x09, 0xe9, 0xc4, 0x16, 0x0d, 0xe7,
+ 0x15, 0x14, 0xf1, 0xd0, 0xec, 0xe7, 0xf0, 0xf0, 0x33, 0x05, 0xda, 0xf2,
+ 0x0b, 0x08, 0x38, 0x01, 0x07, 0xfd, 0xd8, 0x06, 0xd9, 0xf0, 0x16, 0x1f,
+ 0xff, 0xf7, 0xe0, 0xd8, 0xf3, 0xf7, 0x12, 0x08, 0x0e, 0x05, 0xf6, 0x03,
+ 0xef, 0x1b, 0x12, 0xf4, 0xe8, 0x0f, 0x02, 0xfd, 0xf2, 0x16, 0x26, 0x22,
+ 0xe0, 0x07, 0xf7, 0xe6, 0xeb, 0x16, 0x22, 0x1a, 0x0b, 0x01, 0xf5, 0xea,
+ 0xd2, 0x22, 0x0f, 0x13, 0x15, 0x08, 0xf0, 0xfb, 0xed, 0x11, 0xf3, 0xe9,
+ 0xff, 0xde, 0x0a, 0x18, 0x0f, 0x02, 0xfb, 0xf9, 0xfb, 0xe8, 0x12, 0x18,
+ 0x01, 0xf4, 0xf6, 0xf8, 0xf0, 0x1f, 0x24, 0x15, 0xf5, 0x00, 0x1c, 0xf9,
+ 0x01, 0x0a, 0x11, 0xd5, 0x01, 0x12, 0x02, 0xec, 0xfd, 0x07, 0xf2, 0xea,
+ 0xf9, 0xff, 0xf7, 0xfb, 0x15, 0xec, 0xe5, 0x01, 0xeb, 0x05, 0xf9, 0x10,
+ 0xfe, 0x28, 0xe5, 0x0a, 0xeb, 0x1b, 0x0e, 0xf9, 0xde, 0x02, 0x15, 0x0a,
+ 0xff, 0xfe, 0x11, 0x24, 0x03, 0xf8, 0x00, 0x08, 0xfd, 0x0e, 0xeb, 0xf3,
+ 0xf6, 0xf7, 0x14, 0x0e, 0xfc, 0xf5, 0xde, 0xf5, 0x9e, 0xfe, 0xff, 0xff,
+ 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0xab, 0x01, 0x00, 0x00,
+ 0xfa, 0xfd, 0xff, 0xff, 0xa2, 0xff, 0xff, 0xff, 0xba, 0x00, 0x00, 0x00,
+ 0x24, 0xfc, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x00, 0x54, 0x4f, 0x43, 0x4f,
+ 0x20, 0x43, 0x6f, 0x6e, 0x76, 0x65, 0x72, 0x74, 0x65, 0x64, 0x2e, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x24, 0xfb, 0xff, 0xff,
+ 0x68, 0x01, 0x00, 0x00, 0x5c, 0x01, 0x00, 0x00, 0x50, 0x01, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xf4, 0x00, 0x00, 0x00,
+ 0x90, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0xce, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x09, 0x03, 0x00, 0x00, 0x00,
+ 0x1c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x1a, 0xff, 0xff, 0xff, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00,
+ 0x09, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00,
+ 0x07, 0x00, 0x14, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08,
+ 0x01, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0xc4, 0xfc, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
+ 0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x07, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+ 0x16, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x10, 0x00,
+ 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x38, 0x00, 0x00, 0x00,
+ 0x2c, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+ 0x14, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x07, 0x00,
+ 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x02, 0x00, 0x00, 0x00,
+ 0x02, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+ 0x1a, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x07, 0x00, 0x14, 0x00,
+ 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x02, 0x00, 0x00, 0x00,
+ 0x38, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff,
+ 0x31, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x09, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+ 0x0a, 0x00, 0x00, 0x00, 0x34, 0x04, 0x00, 0x00, 0xcc, 0x03, 0x00, 0x00,
+ 0x4c, 0x03, 0x00, 0x00, 0xdc, 0x02, 0x00, 0x00, 0x60, 0x02, 0x00, 0x00,
+ 0x20, 0x02, 0x00, 0x00, 0xb0, 0x01, 0x00, 0x00, 0x44, 0x01, 0x00, 0x00,
+ 0x70, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x02, 0xfc, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x09, 0x44, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+ 0x28, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xf4, 0xfb, 0xff, 0xff,
+ 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x80, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x80, 0x3b, 0x0e, 0x00, 0x00, 0x00, 0x6c, 0x61, 0x62, 0x65,
+ 0x6c, 0x73, 0x5f, 0x73, 0x6f, 0x66, 0x74, 0x6d, 0x61, 0x78, 0x00, 0x00,
+ 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x0e, 0x00, 0x1a, 0x00, 0x08, 0x00, 0x07, 0x00, 0x0c, 0x00,
+ 0x10, 0x00, 0x14, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
+ 0xb4, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00,
+ 0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x12, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x04, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0c, 0x00,
+ 0x12, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x00, 0x00, 0x11, 0x1e, 0x23, 0x3a, 0x9e, 0xa1, 0x15, 0x39,
+ 0x23, 0x69, 0x45, 0x3a, 0x09, 0xe4, 0xe4, 0x39, 0x65, 0xd7, 0x13, 0x3a,
+ 0xe0, 0xb2, 0xfd, 0x39, 0x1b, 0xc1, 0x53, 0x3a, 0xc2, 0x50, 0x2d, 0x3a,
+ 0x12, 0x00, 0x00, 0x00, 0x66, 0x69, 0x72, 0x73, 0x74, 0x5f, 0x77, 0x65,
+ 0x69, 0x67, 0x68, 0x74, 0x73, 0x2f, 0x72, 0x65, 0x61, 0x64, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x3a, 0xfd, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x09, 0x54, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x28, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x2c, 0xfd, 0xff, 0xff,
+ 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0xb5, 0xfa, 0xfa, 0x39, 0x1f, 0x00, 0x00, 0x00, 0x66, 0x69, 0x6e, 0x61,
+ 0x6c, 0x5f, 0x66, 0x63, 0x5f, 0x77, 0x65, 0x69, 0x67, 0x68, 0x74, 0x73,
+ 0x2f, 0x72, 0x65, 0x61, 0x64, 0x2f, 0x74, 0x72, 0x61, 0x6e, 0x73, 0x70,
+ 0x6f, 0x73, 0x65, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0xa0, 0x0f, 0x00, 0x00, 0xa2, 0xfd, 0xff, 0xff, 0x00, 0x00, 0x00, 0x09,
+ 0x58, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x74, 0xfe, 0xff, 0xff, 0x30, 0x00, 0x00, 0x00,
+ 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xf2, 0xdd, 0xbb, 0x3d,
+ 0x01, 0x00, 0x00, 0x00, 0x32, 0xa3, 0x25, 0x41, 0x01, 0x00, 0x00, 0x00,
+ 0xf6, 0xa0, 0x50, 0xc1, 0x05, 0x00, 0x00, 0x00, 0x61, 0x64, 0x64, 0x5f,
+ 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x0e, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x02,
+ 0x2c, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x0f, 0x00, 0x00, 0x00, 0x52, 0x65, 0x73, 0x68, 0x61, 0x70, 0x65, 0x5f,
+ 0x32, 0x2f, 0x73, 0x68, 0x61, 0x70, 0x65, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x4a, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x09,
+ 0x5c, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x1c, 0xff, 0xff, 0xff, 0x30, 0x00, 0x00, 0x00,
+ 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x80, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x50, 0x50, 0xd0, 0x3d,
+ 0x01, 0x00, 0x00, 0x00, 0x00, 0x80, 0xcf, 0x41, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x52, 0x65, 0x73, 0x68,
+ 0x61, 0x70, 0x65, 0x5f, 0x32, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0xc2, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x09,
+ 0x58, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x94, 0xff, 0xff, 0xff, 0x2c, 0x00, 0x00, 0x00,
+ 0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x80, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
+ 0x01, 0x00, 0x00, 0x00, 0x50, 0x50, 0xd0, 0x3d, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x80, 0xcf, 0x41, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x09, 0x00, 0x00, 0x00, 0x52, 0x65, 0x73, 0x68, 0x61, 0x70, 0x65, 0x5f,
+ 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0xa8, 0x07, 0x00, 0x00, 0x2e, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x09,
+ 0x60, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
+ 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x04, 0x00, 0x08, 0x00,
+ 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+ 0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x80, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
+ 0x01, 0x00, 0x00, 0x00, 0x3a, 0x6a, 0xac, 0x3d, 0x01, 0x00, 0x00, 0x00,
+ 0xd0, 0xbd, 0xab, 0x41, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x52, 0x65, 0x6c, 0x75, 0x00, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+ 0x14, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0xaa, 0xff, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x02, 0x44, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x2c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x9c, 0xff, 0xff, 0xff,
+ 0x18, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x96, 0x08, 0x29, 0x38, 0x0b, 0x00, 0x00, 0x00,
+ 0x4d, 0x61, 0x74, 0x4d, 0x75, 0x6c, 0x5f, 0x62, 0x69, 0x61, 0x73, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+ 0x18, 0x00, 0x08, 0x00, 0x07, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x14, 0x00,
+ 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xa0, 0x00, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+ 0x0c, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x08, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+ 0x9a, 0xbb, 0x84, 0x38, 0x83, 0x84, 0x73, 0x37, 0x5b, 0xa3, 0xa0, 0x38,
+ 0x16, 0x41, 0x3a, 0x38, 0xc7, 0x9a, 0x70, 0x38, 0xed, 0x70, 0x4e, 0x38,
+ 0x54, 0x4f, 0xac, 0x38, 0xfd, 0x07, 0x8d, 0x38, 0x0b, 0x00, 0x00, 0x00,
+ 0x43, 0x6f, 0x6e, 0x76, 0x32, 0x44, 0x5f, 0x62, 0x69, 0x61, 0x73, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x4c, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0xe6, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x19,
+ 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00, 0x05, 0x00,
+ 0x06, 0x00, 0x00, 0x00, 0x00, 0x16, 0x0a, 0x00, 0x0e, 0x00, 0x07, 0x00,
+ 0x00, 0x00, 0x08, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
+ 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x07, 0x00,
+ 0x00, 0x00, 0x08, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04,
+ 0x03, 0x00, 0x00, 0x00};
+const int g_model_len = 18712;
diff --git a/libraries/TFLiteMicro/examples/micro_speech/model.h b/libraries/TFLiteMicro/examples/micro_speech/model.h
new file mode 100644
index 00000000000..deec2d64627
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/model.h
@@ -0,0 +1,27 @@
+/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+// This is a standard TensorFlow Lite FlatBuffer model file that has been
+// converted into a C data array, so it can be easily compiled into a binary
+// for devices that don't have a file system. It was created using the command:
+// xxd -i model.tflite > model.cc
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MODEL_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MODEL_H_
+
+extern const unsigned char g_model[];
+extern const int g_model_len;
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_MICRO_FEATURES_MODEL_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/recognize_commands.cpp b/libraries/TFLiteMicro/examples/micro_speech/recognize_commands.cpp
new file mode 100644
index 00000000000..9c6c1caeb01
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/recognize_commands.cpp
@@ -0,0 +1,137 @@
+/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "recognize_commands.h"
+
+#include <limits>
+
+RecognizeCommands::RecognizeCommands(int32_t average_window_duration_ms,
+ uint8_t detection_threshold,
+ int32_t suppression_ms,
+ int32_t minimum_count)
+ : average_window_duration_ms_(average_window_duration_ms),
+ detection_threshold_(detection_threshold),
+ suppression_ms_(suppression_ms),
+ minimum_count_(minimum_count),
+ previous_results_() {
+ previous_top_label_ = "silence";
+ previous_top_label_time_ = std::numeric_limits<int32_t>::min();
+}
+
+TfLiteStatus RecognizeCommands::ProcessLatestResults(
+ const TfLiteTensor* latest_results, const int32_t current_time_ms,
+ const char** found_command, uint8_t* score, bool* is_new_command) {
+ if ((latest_results->dims->size != 2) ||
+ (latest_results->dims->data[0] != 1) ||
+ (latest_results->dims->data[1] != kCategoryCount)) {
+ MicroPrintf(
+ "The results for recognition should contain %d elements, but there are "
+ "%d in an %d-dimensional shape",
+ kCategoryCount, latest_results->dims->data[1],
+ latest_results->dims->size);
+ return kTfLiteError;
+ }
+
+ if (latest_results->type != kTfLiteInt8) {
+ MicroPrintf(
+ "The results for recognition should be int8_t elements, but are %d",
+ latest_results->type);
+ return kTfLiteError;
+ }
+
+ if ((!previous_results_.empty()) &&
+ (current_time_ms < previous_results_.front().time_)) {
+ MicroPrintf(
+ "Results must be fed in increasing time order, but received a "
+ "timestamp of %d that was earlier than the previous one of %d",
+ current_time_ms, previous_results_.front().time_);
+ return kTfLiteError;
+ }
+
+ // Add the latest results to the head of the queue.
+ previous_results_.push_back({current_time_ms, latest_results->data.int8});
+
+ // Prune any earlier results that are too old for the averaging window.
+ const int64_t time_limit = current_time_ms - average_window_duration_ms_;
+ while ((!previous_results_.empty()) &&
+ previous_results_.front().time_ < time_limit) {
+ previous_results_.pop_front();
+ }
+
+ // If there are too few results, assume the result will be unreliable and
+ // bail.
+ const int64_t how_many_results = previous_results_.size();
+ const int64_t earliest_time = previous_results_.front().time_;
+ const int64_t samples_duration = current_time_ms - earliest_time;
+ if ((how_many_results < minimum_count_) ||
+ (samples_duration < (average_window_duration_ms_ / 4))) {
+ *found_command = previous_top_label_;
+ *score = 0;
+ *is_new_command = false;
+ return kTfLiteOk;
+ }
+
+ // Calculate the average score across all the results in the window.
+ int32_t average_scores[kCategoryCount];
+ for (int offset = 0; offset < previous_results_.size(); ++offset) {
+ PreviousResultsQueue::Result previous_result =
+ previous_results_.from_front(offset);
+ const int8_t* scores = previous_result.scores;
+ for (int i = 0; i < kCategoryCount; ++i) {
+ if (offset == 0) {
+ average_scores[i] = scores[i] + 128;
+ } else {
+ average_scores[i] += scores[i] + 128;
+ }
+ }
+ }
+ for (int i = 0; i < kCategoryCount; ++i) {
+ average_scores[i] /= how_many_results;
+ }
+
+ // Find the current highest scoring category.
+ int current_top_index = 0;
+ int32_t current_top_score = 0;
+ for (int i = 0; i < kCategoryCount; ++i) {
+ if (average_scores[i] > current_top_score) {
+ current_top_score = average_scores[i];
+ current_top_index = i;
+ }
+ }
+ const char* current_top_label = kCategoryLabels[current_top_index];
+
+ // If we've recently had another label trigger, assume one that occurs too
+ // soon afterwards is a bad result.
+ int64_t time_since_last_top;
+ if ((previous_top_label_ == kCategoryLabels[0]) ||
+ (previous_top_label_time_ == std::numeric_limits<int32_t>::min())) {
+ time_since_last_top = std::numeric_limits<int32_t>::max();
+ } else {
+ time_since_last_top = current_time_ms - previous_top_label_time_;
+ }
+ if ((current_top_score > detection_threshold_) &&
+ ((current_top_label != previous_top_label_) ||
+ (time_since_last_top > suppression_ms_))) {
+ previous_top_label_ = current_top_label;
+ previous_top_label_time_ = current_time_ms;
+ *is_new_command = true;
+ } else {
+ *is_new_command = false;
+ }
+ *found_command = current_top_label;
+ *score = current_top_score;
+
+ return kTfLiteOk;
+}
diff --git a/libraries/TFLiteMicro/examples/micro_speech/recognize_commands.h b/libraries/TFLiteMicro/examples/micro_speech/recognize_commands.h
new file mode 100644
index 00000000000..ec3c32b2a85
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/recognize_commands.h
@@ -0,0 +1,151 @@
+/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_RECOGNIZE_COMMANDS_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_RECOGNIZE_COMMANDS_H_
+
+#include <cstdint>
+
+#include "tensorflow/lite/c/common.h"
+#include "micro_model_settings.h"
+#include "tensorflow/lite/micro/micro_log.h"
+
+// Partial implementation of std::dequeue, just providing the functionality
+// that's needed to keep a record of previous neural network results over a
+// short time period, so they can be averaged together to produce a more
+// accurate overall prediction. This doesn't use any dynamic memory allocation
+// so it's a better fit for microcontroller applications, but this does mean
+// there are hard limits on the number of results it can store.
+class PreviousResultsQueue {
+ public:
+ PreviousResultsQueue() : front_index_(0), size_(0) {}
+
+ // Data structure that holds an inference result, and the time when it
+ // was recorded.
+ struct Result {
+ Result() : time_(0), scores() {}
+ Result(int32_t time, int8_t* input_scores) : time_(time) {
+ for (int i = 0; i < kCategoryCount; ++i) {
+ scores[i] = input_scores[i];
+ }
+ }
+ int32_t time_;
+ int8_t scores[kCategoryCount];
+ };
+
+ int size() { return size_; }
+ bool empty() { return size_ == 0; }
+ Result& front() { return results_[front_index_]; }
+ Result& back() {
+ int back_index = front_index_ + (size_ - 1);
+ if (back_index >= kMaxResults) {
+ back_index -= kMaxResults;
+ }
+ return results_[back_index];
+ }
+
+ void push_back(const Result& entry) {
+ if (size() >= kMaxResults) {
+ MicroPrintf("Couldn't push_back latest result, too many already!");
+ return;
+ }
+ size_ += 1;
+ back() = entry;
+ }
+
+ Result pop_front() {
+ if (size() <= 0) {
+ MicroPrintf("Couldn't pop_front result, none present!");
+ return Result();
+ }
+ Result result = front();
+ front_index_ += 1;
+ if (front_index_ >= kMaxResults) {
+ front_index_ = 0;
+ }
+ size_ -= 1;
+ return result;
+ }
+
+ // Most of the functions are duplicates of dequeue containers, but this
+ // is a helper that makes it easy to iterate through the contents of the
+ // queue.
+ Result& from_front(int offset) {
+ if ((offset < 0) || (offset >= size_)) {
+ MicroPrintf("Attempt to read beyond the end of the queue!");
+ offset = size_ - 1;
+ }
+ int index = front_index_ + offset;
+ if (index >= kMaxResults) {
+ index -= kMaxResults;
+ }
+ return results_[index];
+ }
+
+ private:
+ static constexpr int kMaxResults = 50;
+ Result results_[kMaxResults];
+
+ int front_index_;
+ int size_;
+};
+
+// This class is designed to apply a very primitive decoding model on top of the
+// instantaneous results from running an audio recognition model on a single
+// window of samples. It applies smoothing over time so that noisy individual
+// label scores are averaged, increasing the confidence that apparent matches
+// are real.
+// To use it, you should create a class object with the configuration you
+// want, and then feed results from running a TensorFlow model into the
+// processing method. The timestamp for each subsequent call should be
+// increasing from the previous, since the class is designed to process a stream
+// of data over time.
+class RecognizeCommands {
+ public:
+ // labels should be a list of the strings associated with each one-hot score.
+ // The window duration controls the smoothing. Longer durations will give a
+ // higher confidence that the results are correct, but may miss some commands.
+ // The detection threshold has a similar effect, with high values increasing
+ // the precision at the cost of recall. The minimum count controls how many
+ // results need to be in the averaging window before it's seen as a reliable
+ // average. This prevents erroneous results when the averaging window is
+ // initially being populated for example. The suppression argument disables
+ // further recognitions for a set time after one has been triggered, which can
+ // help reduce spurious recognitions.
+ explicit RecognizeCommands(int32_t average_window_duration_ms = 1000,
+ uint8_t detection_threshold = 200,
+ int32_t suppression_ms = 1500,
+ int32_t minimum_count = 3);
+
+ // Call this with the results of running a model on sample data.
+ TfLiteStatus ProcessLatestResults(const TfLiteTensor* latest_results,
+ const int32_t current_time_ms,
+ const char** found_command, uint8_t* score,
+ bool* is_new_command);
+
+ private:
+ // Configuration
+ int32_t average_window_duration_ms_;
+ uint8_t detection_threshold_;
+ int32_t suppression_ms_;
+ int32_t minimum_count_;
+
+ // Working variables
+ PreviousResultsQueue previous_results_;
+ const char* previous_top_label_;
+ int32_t previous_top_label_time_;
+};
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_RECOGNIZE_COMMANDS_H_
diff --git a/libraries/TFLiteMicro/examples/micro_speech/ringbuf.c b/libraries/TFLiteMicro/examples/micro_speech/ringbuf.c
new file mode 100644
index 00000000000..c02528b9494
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/ringbuf.c
@@ -0,0 +1,333 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "ringbuf.h"
+
+#include <esp_heap_caps.h>
+#include <sdkconfig.h>
+#include <stdbool.h>
+#include <stdint.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+
+#include "esp_err.h"
+#include "esp_log.h"
+#include "freertos/FreeRTOS.h"
+#include "freertos/queue.h"
+#include "freertos/semphr.h"
+#include "freertos/task.h"
+
+#define RB_TAG "RINGBUF"
+
+ringbuf_t* rb_init(const char* name, uint32_t size) {
+ ringbuf_t* r;
+ unsigned char* buf;
+
+ if (size < 2 || !name) {
+ return NULL;
+ }
+
+ r = malloc(sizeof(ringbuf_t));
+ assert(r);
+#if (CONFIG_SPIRAM_SUPPORT && \
+ (CONFIG_SPIRAM_USE_CAPS_ALLOC || CONFIG_SPIRAM_USE_MALLOC))
+ buf = heap_caps_calloc(1, size, MALLOC_CAP_SPIRAM | MALLOC_CAP_8BIT);
+#else
+ buf = calloc(1, size);
+#endif
+ assert(buf);
+
+ r->name = (char*)name;
+ r->base = r->readptr = r->writeptr = buf;
+ r->fill_cnt = 0;
+ r->size = size;
+
+ r->can_read = xSemaphoreCreateBinary();
+ assert(r->can_read);
+ r->can_write = xSemaphoreCreateBinary();
+ assert(r->can_write);
+ r->lock = xSemaphoreCreateMutex();
+ assert(r->lock);
+
+ r->abort_read = 0;
+ r->abort_write = 0;
+ r->writer_finished = 0;
+ r->reader_unblock = 0;
+
+ return r;
+}
+
+void rb_cleanup(ringbuf_t* rb) {
+ free(rb->base);
+ rb->base = NULL;
+ vSemaphoreDelete(rb->can_read);
+ rb->can_read = NULL;
+ vSemaphoreDelete(rb->can_write);
+ rb->can_write = NULL;
+ vSemaphoreDelete(rb->lock);
+ rb->lock = NULL;
+ free(rb);
+}
+
+/*
+ * @brief: get the number of filled bytes in the buffer
+ */
+ssize_t rb_filled(ringbuf_t* rb) { return rb->fill_cnt; }
+
+/*
+ * @brief: get the number of empty bytes available in the buffer
+ */
+ssize_t rb_available(ringbuf_t* rb) {
+ ESP_LOGD(RB_TAG, "rb leftover %d bytes", rb->size - rb->fill_cnt);
+ return (rb->size - rb->fill_cnt);
+}
+
+int rb_read(ringbuf_t* rb, uint8_t* buf, int buf_len, uint32_t ticks_to_wait) {
+ int read_size;
+ int total_read_size = 0;
+
+ /**
+ * In case where we are able to read buf_len in one go,
+ * we are not able to check for abort and keep returning buf_len as bytes
+ * read. Check for argument validity check and abort case before entering
+ * memcpy loop.
+ */
+
+ if (rb == NULL || rb->abort_read == 1) {
+ return ESP_FAIL;
+ }
+
+ xSemaphoreTake(rb->lock, portMAX_DELAY);
+
+ while (buf_len) {
+ if (rb->fill_cnt < buf_len) {
+ read_size = rb->fill_cnt;
+ } else {
+ read_size = buf_len;
+ }
+ if ((rb->readptr + read_size) > (rb->base + rb->size)) {
+ int rlen1 = rb->base + rb->size - rb->readptr;
+ int rlen2 = read_size - rlen1;
+ if (buf) {
+ memcpy(buf, rb->readptr, rlen1);
+ memcpy(buf + rlen1, rb->base, rlen2);
+ }
+ rb->readptr = rb->base + rlen2;
+ } else {
+ if (buf) {
+ memcpy(buf, rb->readptr, read_size);
+ }
+ rb->readptr = rb->readptr + read_size;
+ }
+
+ buf_len -= read_size;
+ rb->fill_cnt -= read_size;
+ total_read_size += read_size;
+ if (buf) {
+ buf += read_size;
+ }
+
+ xSemaphoreGive(rb->can_write);
+
+ if (buf_len == 0) {
+ break;
+ }
+
+ xSemaphoreGive(rb->lock);
+ if (!rb->writer_finished && !rb->abort_read && !rb->reader_unblock) {
+ if (xSemaphoreTake(rb->can_read, ticks_to_wait) != pdTRUE) {
+ goto out;
+ }
+ }
+ if (rb->abort_read == 1) {
+ total_read_size = RB_ABORT;
+ goto out;
+ }
+ if (rb->writer_finished == 1) {
+ goto out;
+ }
+ if (rb->reader_unblock == 1) {
+ if (total_read_size == 0) {
+ total_read_size = RB_READER_UNBLOCK;
+ }
+ goto out;
+ }
+
+ xSemaphoreTake(rb->lock, portMAX_DELAY);
+ }
+
+ xSemaphoreGive(rb->lock);
+out:
+ if (rb->writer_finished == 1 && total_read_size == 0) {
+ total_read_size = RB_WRITER_FINISHED;
+ }
+ rb->reader_unblock = 0; /* We are anyway unblocking reader */
+ return total_read_size;
+}
+
+int rb_write(ringbuf_t* rb, const uint8_t* buf, int buf_len,
+ uint32_t ticks_to_wait) {
+ int write_size;
+ int total_write_size = 0;
+
+ /**
+ * In case where we are able to write buf_len in one go,
+ * we are not able to check for abort and keep returning buf_len as bytes
+ * written. Check for arguments' validity and abort case before entering
+ * memcpy loop.
+ */
+
+ if (rb == NULL || buf == NULL || rb->abort_write == 1) {
+ return RB_FAIL;
+ }
+
+ xSemaphoreTake(rb->lock, portMAX_DELAY);
+
+ while (buf_len) {
+ if ((rb->size - rb->fill_cnt) < buf_len) {
+ write_size = rb->size - rb->fill_cnt;
+ } else {
+ write_size = buf_len;
+ }
+ if ((rb->writeptr + write_size) > (rb->base + rb->size)) {
+ int wlen1 = rb->base + rb->size - rb->writeptr;
+ int wlen2 = write_size - wlen1;
+ memcpy(rb->writeptr, buf, wlen1);
+ memcpy(rb->base, buf + wlen1, wlen2);
+ rb->writeptr = rb->base + wlen2;
+ } else {
+ memcpy(rb->writeptr, buf, write_size);
+ rb->writeptr = rb->writeptr + write_size;
+ }
+
+ buf_len -= write_size;
+ rb->fill_cnt += write_size;
+ total_write_size += write_size;
+ buf += write_size;
+
+ xSemaphoreGive(rb->can_read);
+
+ if (buf_len == 0) {
+ break;
+ }
+
+ xSemaphoreGive(rb->lock);
+ if (rb->writer_finished) {
+ return write_size > 0 ? write_size : RB_WRITER_FINISHED;
+ }
+ if (xSemaphoreTake(rb->can_write, ticks_to_wait) != pdTRUE) {
+ goto out;
+ }
+ if (rb->abort_write == 1) {
+ goto out;
+ }
+ xSemaphoreTake(rb->lock, portMAX_DELAY);
+ }
+
+ xSemaphoreGive(rb->lock);
+out:
+ return total_write_size;
+}
+
+/**
+ * abort and set abort_read and abort_write to asked values.
+ */
+static void _rb_reset(ringbuf_t* rb, int abort_read, int abort_write) {
+ if (rb == NULL) {
+ return;
+ }
+ xSemaphoreTake(rb->lock, portMAX_DELAY);
+ rb->readptr = rb->writeptr = rb->base;
+ rb->fill_cnt = 0;
+ rb->writer_finished = 0;
+ rb->reader_unblock = 0;
+ rb->abort_read = abort_read;
+ rb->abort_write = abort_write;
+ xSemaphoreGive(rb->lock);
+}
+
+void rb_reset(ringbuf_t* rb) { _rb_reset(rb, 0, 0); }
+
+void rb_abort_read(ringbuf_t* rb) {
+ if (rb == NULL) {
+ return;
+ }
+ rb->abort_read = 1;
+ xSemaphoreGive(rb->can_read);
+ xSemaphoreGive(rb->lock);
+}
+
+void rb_abort_write(ringbuf_t* rb) {
+ if (rb == NULL) {
+ return;
+ }
+ rb->abort_write = 1;
+ xSemaphoreGive(rb->can_write);
+ xSemaphoreGive(rb->lock);
+}
+
+void rb_abort(ringbuf_t* rb) {
+ if (rb == NULL) {
+ return;
+ }
+ rb->abort_read = 1;
+ rb->abort_write = 1;
+ xSemaphoreGive(rb->can_read);
+ xSemaphoreGive(rb->can_write);
+ xSemaphoreGive(rb->lock);
+}
+
+/**
+ * Reset the ringbuffer and keep rb_write aborted.
+ * Note that we are taking lock before even toggling `abort_write` variable.
+ * This serves a special purpose to not allow this abort to be mixed with
+ * rb_write.
+ */
+void rb_reset_and_abort_write(ringbuf_t* rb) {
+ _rb_reset(rb, 0, 1);
+ xSemaphoreGive(rb->can_write);
+}
+
+void rb_signal_writer_finished(ringbuf_t* rb) {
+ if (rb == NULL) {
+ return;
+ }
+ rb->writer_finished = 1;
+ xSemaphoreGive(rb->can_read);
+}
+
+int rb_is_writer_finished(ringbuf_t* rb) {
+ if (rb == NULL) {
+ return RB_FAIL;
+ }
+ return (rb->writer_finished);
+}
+
+void rb_wakeup_reader(ringbuf_t* rb) {
+ if (rb == NULL) {
+ return;
+ }
+ rb->reader_unblock = 1;
+ xSemaphoreGive(rb->can_read);
+}
+
+void rb_stat(ringbuf_t* rb) {
+ xSemaphoreTake(rb->lock, portMAX_DELAY);
+ ESP_LOGI(RB_TAG,
+ "filled: %d, base: %p, read_ptr: %p, write_ptr: %p, size: %d\n",
+ rb->fill_cnt, rb->base, rb->readptr, rb->writeptr, rb->size);
+ xSemaphoreGive(rb->lock);
+}
diff --git a/libraries/TFLiteMicro/examples/micro_speech/ringbuf.h b/libraries/TFLiteMicro/examples/micro_speech/ringbuf.h
new file mode 100644
index 00000000000..f39ccbe2121
--- /dev/null
+++ b/libraries/TFLiteMicro/examples/micro_speech/ringbuf.h
@@ -0,0 +1,86 @@
+/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_ESP_RINGBUF_H_
+#define TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_ESP_RINGBUF_H_
+
+#include <freertos/FreeRTOS.h>
+#include <freertos/semphr.h>
+#include <stdint.h>
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+#define RB_FAIL ESP_FAIL
+#define RB_ABORT -1
+#define RB_WRITER_FINISHED -2
+#define RB_READER_UNBLOCK -3
+
+#if __has_include("esp_idf_version.h")
+#include "esp_idf_version.h"
+#else
+#define ESP_IDF_VERSION_VAL(major, minor, patch) 0
+#endif
+
+#if (ESP_IDF_VERSION >= ESP_IDF_VERSION_VAL(5, 0, 0))
+#if !(configENABLE_BACKWARD_COMPATIBILITY == 1)
+#define xSemaphoreHandle SemaphoreHandle_t
+#endif
+#endif
+
+typedef struct ringbuf {
+ char* name;
+ uint8_t* base; /**< Original pointer */
+ /* XXX: these need to be volatile? */
+ uint8_t* volatile readptr; /**< Read pointer */
+ uint8_t* volatile writeptr; /**< Write pointer */
+ volatile ssize_t fill_cnt; /**< Number of filled slots */
+ ssize_t size; /**< Buffer size */
+ xSemaphoreHandle can_read;
+ xSemaphoreHandle can_write;
+ xSemaphoreHandle lock;
+ int abort_read;
+ int abort_write;
+ int writer_finished; // to prevent infinite blocking for buffer read
+ int reader_unblock;
+} ringbuf_t;
+
+ringbuf_t* rb_init(const char* rb_name, uint32_t size);
+void rb_abort_read(ringbuf_t* rb);
+void rb_abort_write(ringbuf_t* rb);
+void rb_abort(ringbuf_t* rb);
+void rb_reset(ringbuf_t* rb);
+/**
+ * @brief Special function to reset the buffer while keeping rb_write aborted.
+ * This rb needs to be reset again before being useful.
+ */
+void rb_reset_and_abort_write(ringbuf_t* rb);
+void rb_stat(ringbuf_t* rb);
+ssize_t rb_filled(ringbuf_t* rb);
+ssize_t rb_available(ringbuf_t* rb);
+int rb_read(ringbuf_t* rb, uint8_t* buf, int len, uint32_t ticks_to_wait);
+int rb_write(ringbuf_t* rb, const uint8_t* buf, int len,
+ uint32_t ticks_to_wait);
+void rb_cleanup(ringbuf_t* rb);
+void rb_signal_writer_finished(ringbuf_t* rb);
+void rb_wakeup_reader(ringbuf_t* rb);
+int rb_is_writer_finished(ringbuf_t* rb);
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif // TENSORFLOW_LITE_MICRO_EXAMPLES_MICRO_SPEECH_ESP_RINGBUF_H_
diff --git a/libraries/TFLiteMicro/library.properties b/libraries/TFLiteMicro/library.properties
new file mode 100644
index 00000000000..c4bbca4221a
--- /dev/null
+++ b/libraries/TFLiteMicro/library.properties
@@ -0,0 +1,8 @@
+name=TFLite Micro
+version=1.0.0
+author=Sanket Wadekar
+maintainer=Sanket Wadekar
+sentence=TensorFlow Lite for Microcontrollers
+paragraph=With this library you can train and deploy Machine Learning models on esp32 series of microcontrollers.
+url=https://www.tensorflow.org/lite/microcontrollers
+architectures=esp32,esp32s3
diff --git a/libraries/TFLiteMicro/src/TFLIteMicro.h b/libraries/TFLiteMicro/src/TFLIteMicro.h
new file mode 100644
index 00000000000..3b3a0f380cf
--- /dev/null
+++ b/libraries/TFLiteMicro/src/TFLIteMicro.h
@@ -0,0 +1,6 @@
+/*
+ * SPDX-FileCopyrightText: 2023 Espressif Systems (Shanghai) CO LTD
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ */
+// This header file is kept to avoid Invalid libary error prints while compiling TFLite Micro examples.
diff --git a/libraries/TFLiteMicro/src/utility.h b/libraries/TFLiteMicro/src/utility.h
new file mode 100644
index 00000000000..90596c155da
--- /dev/null
+++ b/libraries/TFLiteMicro/src/utility.h
@@ -0,0 +1,10 @@
+/*
+ * SPDX-FileCopyrightText: 2023 Espressif Systems (Shanghai) CO LTD
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ */
+#pragma once
+#include <utility>
+/*
+The example sketches include "tensorflow/lite/micro/micro_interpreter.h" which internally include "utility.h" header file when compiling examples for Arduino (when -DARDUINO flag is passed to the compiler). This header file does not exist in esp32-arduino core. Hence, keeping this file here as a workaround and including an alternate header file.
+*/