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/Zephyr-latest/modules/tflite-micro/
DCMakeLists.txt44 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/array.cc
45 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/core/c/common.cc
46 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/debug_log.cc
47 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/fake_micro_context.cc
48 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/memory_helpers.cc
49 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/micro_allocation_info.cc
50 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/test_helpers.cc
51 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/test_helper_custom_ops.cc
52 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/recording_micro_allocator.cc
53 ${TENSORFLOW_LITE_MICRO_DIR}/tensorflow/lite/micro/micro_time.cc
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DKconfig9 bool "TensorFlow Lite Micro Support"
12 This option enables the TensorFlow Lite Micro library.
17 bool "TensorFlow Lite Micro with optimized CMSIS-NN kernels"
32 This option adds support for CMSIS-NN optimized kernels when using TensorFlow Lite Micro.
/Zephyr-latest/samples/modules/tflite-micro/hello_world/
Dsample.yaml2 description: Hello World TensorFlow sample
3 name: hello world tensorflow
5 tags: tensorflow
16 sample.tensorflow.helloworld:
22 tags: tensorflow
24 sample.tensorflow.helloworld.cmsis_nn:
25 tags: tensorflow
DREADME.rst4 Replicate a sine wave using TensorFlow Lite for Microcontrollers.
9 This sample TensorFlow application replicates a sine wave and
10 demonstrates the absolute basics of using TensorFlow Lite Micro.
18 a model and converting it for use with TensorFlow Lite Micro for
21 The sample comes in two flavors. One with TensorFlow Lite Micro
26 `the TensorFlow Hello World sample for Zephyr`_.
28 .. _the TensorFlow Hello World sample for Zephyr:
29 https://github.com/tensorflow/tflite-micro/tree/main/tensorflow/lite/micro/examples/hello_world
68 …/corstone300/an547 samples/modules/tflite-micro/hello_world/ -T sample.tensorflow.helloworld.cmsis…
97 It is recommended that you copy and modify one of the two TensorFlow
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/Zephyr-latest/samples/modules/tflite-micro/hello_world/train/
DREADME.md16 3. Deep Learning Framework: **TensorFlow 2**
28 …ub/tensorflow/tensorflow/blob/master/tensorflow/lite/micro/examples/hello_world/train/train_hello_…
31 …om/tensorflow/tensorflow/blob/master/tensorflow/lite/micro/examples/hello_world/train/train_hello_…
40 Download Link | [hello_world.zip](https://storage.googleapis.com/download.tensorflow.org/models/tfl…
49 | `model.pb` | Keras SavedModel | TensorFlow | Large-Scale/Cloud/Servers |
50 | `model.tflite` *(2.5 kB)* | Integer Only Quantized TFLite Model | TensorFlow Lite | Mobile Devic…
51 | `model.cc` | C Source File | TensorFlow Lite for Microcontrollers | Microcontrollers |
/Zephyr-latest/samples/modules/tflite-micro/magic_wand/train/
Dtrain_magic_wand_model.ipynb5 "Copyright 2020 The TensorFlow Authors. All Rights Reserved.\n",
39TensorFlow Lite for Microcontrollers](https://tensorflow.org/lite/microcontrollers/overview). It w…
45 …ub/tensorflow/tensorflow/blob/master/tensorflow/lite/micro/examples/magic_wand/train/train_magic_w…
48 …om/tensorflow/tensorflow/blob/master/tensorflow/lite/micro/examples/magic_wand/train/train_magic_w…
72 "Run the following cell to ensure the correct version of TensorFlow is used."
82 …"We'll also clone the TensorFlow repository, which contains the training scripts, and copy them in…
96 "!git clone --depth 1 -q https://github.com/tensorflow/tensorflow\n",
98 "!cp -r tensorflow/tensorflow/lite/micro/examples/magic_wand/train train"
124 "!wget http://download.tensorflow.org/models/tflite/magic_wand/data.tar.gz\n",
220 …ing cell, we convert this model into a C++ source file we can use with TensorFlow Lite for Microco…
DREADME.md5 The scripts in this directory can be used to train a TensorFlow model that
7 TensorFlow 2.0. The resulting model is less than 20KB in size.
26 [download.tensorflow.org/models/tflite/magic_wand/data.tar.gz](http://download.tensorflow.org/model…
36 …hub/tensorflow/tensorflow/blob/master/tensorflow/lite/micro/examples/magic_wand/train/train_magic_…
39 …com/tensorflow/tensorflow/blob/master/tensorflow/lite/micro/examples/magic_wand/train/train_magic_…
50 pip install numpy==1.16.2 tensorflow==2.0.0-beta1
Dtrain.py2 # Copyright 2019 The TensorFlow Authors. All Rights Reserved.
30 import tensorflow as tf
155 # Convert the model to the TensorFlow Lite format without quantization
162 # Convert the model to the TensorFlow Lite format with quantization
/Zephyr-latest/samples/modules/tflite-micro/magic_wand/
Dsample.yaml2 description: Magic Wand TensorFlow sample
3 name: magic wand tensorflow
5 sample.tensorflow.magicwand:
8 tags: tensorflow
DREADME.rst4 Recognize gestures from an accelerometer using TensorFlow Lite for Microcontrollers and a 20KB
10 This sample application shows how to use TensorFlow Lite Micro
16 `the TensorFlow Magic Wand sample for Zephyr`_ and
17 `the Antmicro tutorial on Renode emulation for TensorFlow`_.
19 .. _the TensorFlow Magic Wand sample for Zephyr:
20 https://github.com/tensorflow/tflite-micro-arduino-examples/tree/main/examples/magic_wand
22 .. _the Antmicro tutorial on Renode emulation for TensorFlow:
23 https://github.com/antmicro/litex-vexriscv-tensorflow-lite-demo
111 It is recommended that you copy and modify one of the two TensorFlow
112 samples when creating your own TensorFlow project. To build with
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/Zephyr-latest/samples/modules/tflite-micro/magic_wand/src/
Doutput_handler.hpp2 * Copyright 2019 The TensorFlow Authors. All Rights Reserved.
20 #include <tensorflow/lite/c/common.h>
21 #include <tensorflow/lite/micro/micro_log.h>
Daccelerometer_handler.hpp2 * Copyright 2019 The TensorFlow Authors. All Rights Reserved.
22 #include <tensorflow/lite/c/c_api_types.h>
23 #include <tensorflow/lite/micro/micro_log.h>
Dmain_functions.cpp2 * Copyright 2019 The TensorFlow Authors. All Rights Reserved.
24 #include <tensorflow/lite/micro/micro_log.h>
25 #include <tensorflow/lite/micro/micro_interpreter.h>
26 #include <tensorflow/lite/micro/micro_mutable_op_resolver.h>
27 #include <tensorflow/lite/schema/schema_generated.h>
Dmagic_wand_model_data.hpp2 * Copyright 2019 The TensorFlow Authors. All Rights Reserved.
17 /* This is a standard TensorFlow Lite model file that has been converted into a
Dgesture_predictor.hpp2 * Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Dassert.cpp2 * Copyright 2019 The TensorFlow Authors. All Rights Reserved.
/Zephyr-latest/samples/modules/tflite-micro/hello_world/src/
Doutput_handler.hpp2 * Copyright 2020 The TensorFlow Authors. All Rights Reserved.
20 #include <tensorflow/lite/c/common.h>
21 #include <tensorflow/lite/micro/micro_log.h>
Dmodel.hpp2 * Copyright 2020 The TensorFlow Authors. All Rights Reserved.
17 /* Automatically created from a TensorFlow Lite flatbuffer using the command:
20 * This is a standard TensorFlow Lite model file that has been converted into a
Dmain_functions.cpp2 * Copyright 2020 The TensorFlow Authors. All Rights Reserved.
19 #include <tensorflow/lite/micro/micro_mutable_op_resolver.h>
23 #include <tensorflow/lite/micro/micro_log.h>
24 #include <tensorflow/lite/micro/micro_interpreter.h>
25 #include <tensorflow/lite/micro/system_setup.h>
26 #include <tensorflow/lite/schema/schema_generated.h>
Dassert.cpp2 * Copyright 2020 The TensorFlow Authors. All Rights Reserved.
Dconstants.c2 * Copyright 2020 The TensorFlow Authors. All Rights Reserved.
Doutput_handler.cpp2 * Copyright 2020 The TensorFlow Authors. All Rights Reserved.
/Zephyr-latest/samples/modules/tflite-micro/
Dtflite-micro.rst2 :name: TensorFlow Lite for Microcontrollers
5 These samples demonstrate how to use TensorFlow Lite for Microcontrollers in Zephyr.
/Zephyr-latest/samples/modules/tflite-micro/magic_wand/renode/
Dlitex-vexriscv-tflite.robot62 …Execute Command sysbus LoadELF @${CURDIR}/../tensorflow/tensorflow/lite/micro/tools/make…
80 …Execute Command sysbus LoadELF @${CURDIR}/../tensorflow/tensorflow/lite/micro/tools/make…
/Zephyr-latest/samples/modules/tflite-micro/tflm_ethosu/src/
Dinference_process.cpp9 #include <tensorflow/lite/micro/micro_mutable_op_resolver.h>
10 #include <tensorflow/lite/micro/cortex_m_generic/debug_log_callback.h>
11 #include <tensorflow/lite/micro/micro_log.h>
12 #include <tensorflow/lite/micro/micro_interpreter.h>
13 #include <tensorflow/lite/micro/micro_profiler.h>
14 #include <tensorflow/lite/schema/schema_generated.h>

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