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authorRichard Burton <richard.burton@arm.com>2023-05-30 17:40:39 +0100
committerRichard Burton <richard.burton@arm.com>2023-05-30 17:40:39 +0100
commitdf88c5de6e3e7ff4d7f4519235f076f60fb3d896 (patch)
treed71869c5bfc0be586dd17c755cd5493f3142525d
parent1e6c6943ab3b937da22591fa771fcc2dc185c64f (diff)
downloadml-embedded-evaluation-kit-df88c5de6e3e7ff4d7f4519235f076f60fb3d896.tar.gz
MLECO-4065 MLECO-4066: Updating to 23.05 dependencies
* Update dependencies to 23.05 versions * Fix for a break caused by changes in TensorFlow Lite Micro * Update release notes Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: Id2f60ea574aab982911125bdcb513adb8edc723d
-rw-r--r--CMakeLists.txt2
m---------dependencies/cmsis0
m---------dependencies/cmsis-nn0
m---------dependencies/core-driver0
m---------dependencies/core-platform0
m---------dependencies/tensorflow0
-rw-r--r--docs/quick_start.md2
-rw-r--r--docs/sections/building.md13
-rw-r--r--docs/sections/troubleshooting.md34
-rwxr-xr-xdownload_dependencies.py10
-rw-r--r--release_notes.txt6
-rwxr-xr-xset_up_default_resources.py8
-rw-r--r--source/application/api/common/include/TensorFlowLiteMicro.hpp3
-rw-r--r--source/application/api/common/source/Model.cc4
14 files changed, 44 insertions, 38 deletions
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 5c4ba3d..a6e41f9 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -84,7 +84,7 @@ if(POLICY CMP0123)
endif()
project(arm_ml_embedded_evaluation_kit
- VERSION 23.02.0
+ VERSION 23.05.0
DESCRIPTION "ARM ML Embedded Evaluation Kit"
LANGUAGES C CXX ASM)
diff --git a/dependencies/cmsis b/dependencies/cmsis
-Subproject 41a6424ff4307bd52d94bfc2708874d4224848b
+Subproject e94a96201a97be3e84d3d6ef081d2f0f7db9b5f
diff --git a/dependencies/cmsis-nn b/dependencies/cmsis-nn
-Subproject d071e9f70195559e7242709b8df3adeb7c50d0f
+Subproject 61d1bb6c4428ad730e525d0164e12df12b78998
diff --git a/dependencies/core-driver b/dependencies/core-driver
-Subproject ecdce6c33b2cb5e2589e339dd5c3c5c463ace9f
+Subproject 90f9df900acdc0718ecd2dfdc53780664758dec
diff --git a/dependencies/core-platform b/dependencies/core-platform
-Subproject 00b8e7beb4fef59c5bef3bc963dfff5bd11718b
+Subproject 4db21c986a8aec9a1ee31479fd3ca9806781865
diff --git a/dependencies/tensorflow b/dependencies/tensorflow
-Subproject 1d810cac73330d9bf156b38a111ffd8e8652336
+Subproject 384dd272f28ea7a99f5f7c211c9791f73cdb301
diff --git a/docs/quick_start.md b/docs/quick_start.md
index 37002ad..cad0e8c 100644
--- a/docs/quick_start.md
+++ b/docs/quick_start.md
@@ -71,7 +71,7 @@ mkdir resources_downloaded && cd resources_downloaded
python3 -m venv env
env/bin/python3 -m pip install --upgrade pip
env/bin/python3 -m pip install --upgrade setuptools
-env/bin/python3 -m pip install ethos-u-vela==3.6.0
+env/bin/python3 -m pip install ethos-u-vela==3.8.0
cd ..
curl -L https://github.com/ARM-software/ML-zoo/raw/7c32b097f7d94aae2cd0b98a8ed5a3ba81e66b18/models/anomaly_detection/micronet_medium/tflite_int8/ad_medium_int8.tflite \
diff --git a/docs/sections/building.md b/docs/sections/building.md
index bf7ca4d..c7d69c8 100644
--- a/docs/sections/building.md
+++ b/docs/sections/building.md
@@ -91,17 +91,17 @@ Before proceeding, it is *essential* to ensure that the following prerequisites
>
> `export PATH=$(readlink -e resources_downloaded/env/bin):${PATH}`
-- Python 3.7 or above is installed. Check your current installed version of Python by running:
+- Python 3.9 or above is installed. Check your current installed version of Python by running:
```commandline
python3 --version
```
```log
- Python 3.7.13
+ Python 3.9.7
```
- > **Note:** If you have an older version of Python installed (< 3.7) see the
+ > **Note:** If you have an older version of Python installed (< 3.9) see the
> [Troubleshooting](./troubleshooting.md#how-to-update-python3-package-to-newer-version)
> for instruction on how to update it.
@@ -126,7 +126,7 @@ Before proceeding, it is *essential* to ensure that the following prerequisites
```
```log
- pip 9.0.1 from /usr/lib/python3/dist-packages (python 3.7)
+ pip 9.0.1 from /usr/lib/python3/dist-packages (python 3.9)
```
- Make
@@ -361,7 +361,7 @@ This fetches every model into the `resources_downloaded` directory. It also opti
for the default 128 MACs configuration of the Arm® *Ethos™-U55* NPU and for the default 256 MACs configuration of the
Arm® *Ethos™-U65* NPU.
-> **Note:** This script requires Python version 3.7 or higher. Please make sure all [build prerequisites](./building.md#build-prerequisites)
+> **Note:** This script requires Python version 3.9 or higher. Please make sure all [build prerequisites](./building.md#build-prerequisites)
> are satisfied.
>
> **Note:** This script also installs required version of CMake into the virtual environment, which can be used by activating it.
@@ -709,8 +709,9 @@ After compiling, your custom model has now replaced the default one in the appli
> <https://pypi.org/project/ethos-u-vela/>.
> The source code is hosted on <https://review.mlplatform.org/plugins/gitiles/ml/ethos-u/ethos-u-vela/>.
-> **Note:** Using the 22.11 versions of software dependencies will require Vela to be at least version 3.6.0
+> **Note:** The correct version of Vela should be used and this depends on the versions of software dependencies used
> or you may encounter issues when trying to run applications on different variants of Ethos-U NPUs.
+> See <https://review.mlplatform.org/plugins/gitiles/ml/ethos-u/ethos-u> for more details of which versions align.
The Vela compiler is a tool that can optimize a neural network model into a version that can run on an embedded system
containing an *Ethos-U* NPU.
diff --git a/docs/sections/troubleshooting.md b/docs/sections/troubleshooting.md
index b29b30a..c8bb7b3 100644
--- a/docs/sections/troubleshooting.md
+++ b/docs/sections/troubleshooting.md
@@ -6,8 +6,8 @@
- [NPU configuration mismatch error when running inference](./troubleshooting.md#npu-configuration-mismatch-error-when-running-inference)
- [Errors when cloning the repository](./troubleshooting.md#errors-when-cloning-the-repository)
- [Problem installing Vela](./troubleshooting.md#problem-installing-vela)
- - [No matching distribution found for ethos-u-vela==3.5.0](./troubleshooting.md#no-matching-distribution-found-for-ethos_u_vela)
- - [How to update Python3 package to 3.7 version](./troubleshooting.md#how-to-update-python3-package-to-newer-version)
+ - [No matching distribution found for ethos-u-vela==3.8.0](./troubleshooting.md#no-matching-distribution-found-for-ethos_u_vela)
+ - [How to update Python3 package to 3.9 version](./troubleshooting.md#how-to-update-python3-package-to-newer-version)
- [Error trying to build on Arm Virtual Hardware](./troubleshooting.md#error-trying-to-build-on-arm-virtual-hardware)
- [Internal Compiler Error](./troubleshooting.md#internal-compiler-error)
- [Build issues with WSL2](./troubleshooting.md#build-issues-with-wsl2)
@@ -129,15 +129,15 @@ To solve this issue install libpython3 on the system.
## No matching distribution found for ethos-u-vela
-Vela 3.5.0 increases Python requirement to at least version 3.7, if not installed on your system the following error will occur:
+Vela 3.8.0 increases Python requirement to at least version 3.9, if not installed on your system the following error will occur:
```log
-python3 -m pip install ethos-u-vela==3.5.0
-ERROR: Could not find a version that satisfies the requirement ethos-u-vela==3.5.0 (from versions: 0.1.0, 1.0.0, 1.1.0, 1.2.0, 2.0.0, 2.0.1, 2.1.1, 3.0.0, 3.1.0, 3.2.0)
-ERROR: No matching distribution found for ethos-u-vela==3.5.0
+python3 -m pip install ethos-u-vela==3.8.0
+ERROR: Could not find a version that satisfies the requirement ethos-u-vela==3.8.0 (from versions: 0.1.0, 1.0.0, 1.1.0, 1.2.0, 2.0.0, 2.0.1, 2.1.1, 3.0.0, 3.1.0, 3.2.0)
+ERROR: No matching distribution found for ethos-u-vela==3.8.0
```
-Ensure that the minimum Python 3.7 requirement is installed and it's the default version.
+Ensure that the minimum Python 3.9 requirement is installed and it's the default version.
Check your current installed version of Python by running:
```commandline
@@ -158,37 +158,37 @@ python3 --version
Python 3.6.9
```
-2. Install the Python 3.7 packages necessary on the system:
+2. Install the Python 3.9 packages necessary on the system:
```commandline
- sudo apt-get install python3.7 python3.7-venv libpython3.7 libpython3.7-dev
+ sudo apt-get install python3.9 python3.9-venv libpython3.9 libpython3.9-dev
```
3. Update the `python3` alternatives (set as 1 your previous version displayed at step 1):
```commandline
sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.6 1
- sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.7 2
+ sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 2
```
-4. At the prompt, update the configuration by selecting Python3.7 as the chosen default alternative:
+4. At the prompt, update the configuration by selecting Python3.9 as the chosen default alternative:
```commandline
sudo update-alternatives --config python3
```
-5. Python3.7 is now set as default you can check it by running:
+5. Python3.9 is now set as default, you can check it by running:
```commandline
python3 --version
```
```log
- Python 3.7.0
+ Python 3.9.0
```
-> **Note:** After updating to from Python3.6 Python3.7 it may happen that the `gnome-terminal` or the relative
-> shortcuts doesn't work anymore.
+> **Note:** After updating from Python3.6 to Python3.9 it may happen that the `gnome-terminal` or the relative
+> shortcuts don't work anymore.
> If when opening it from XTerm with `gnome-terminal` the following error appear:
>
> ```log
@@ -215,7 +215,7 @@ The virtual environment was not created successfully because ensurepip is not
available. On Debian/Ubuntu systems, you need to install the python3-venv
package using the following command.
- apt install python3.8-venv
+ apt install python3.9-venv
You may need to use sudo with that command. After installing the python3-venv
package, recreate your virtual environment.
@@ -240,7 +240,7 @@ subprocess.CalledProcessError: Command 'python3 -m venv env' returned non-zero e
You can fix this error by installing Python virtual environment and removing the corrupted resources_downloaded folder.
```commandline
-sudo apt install python3.8-venv
+sudo apt install python3.9-venv
rm -r resources_downloaded
```
diff --git a/download_dependencies.py b/download_dependencies.py
index 385750e..c884b72 100755
--- a/download_dependencies.py
+++ b/download_dependencies.py
@@ -24,12 +24,12 @@ from urllib.request import urlopen
from zipfile import ZipFile
from pathlib import Path
-TF = "https://github.com/tensorflow/tflite-micro/archive/1d810cac73330d9bf156b38a111ffd8e86523362.zip"
-CMSIS = "https://github.com/ARM-software/CMSIS_5/archive/41a6424ff4307bd52d94bfc2708874d4224848b6.zip"
+TF = "https://github.com/tensorflow/tflite-micro/archive/384dd272f28ea7a99f5f7c211c9791f73cdb301b.zip"
+CMSIS = "https://github.com/ARM-software/CMSIS_5/archive/e94a96201a97be3e84d3d6ef081d2f0f7db9b5fd.zip"
CMSIS_DSP = "https://github.com/ARM-software/CMSIS-DSP/archive/refs/tags/v1.14.4.zip"
-CMSIS_NN = "https://github.com/ARM-software/CMSIS-NN/archive/refs/tags/23.02.zip"
-ETHOS_U_CORE_DRIVER = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-driver.git/snapshot/ethos-u-core-driver-23.02.tar.gz"
-ETHOS_U_CORE_PLATFORM = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-platform.git/snapshot/ethos-u-core-platform-23.02.tar.gz"
+CMSIS_NN = "https://github.com/ARM-software/CMSIS-NN/archive/refs/tags/23.05.zip"
+ETHOS_U_CORE_DRIVER = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-driver.git/snapshot/ethos-u-core-driver-23.05.tar.gz"
+ETHOS_U_CORE_PLATFORM = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-platform.git/snapshot/ethos-u-core-platform-23.05.tar.gz"
def download(url_file: str, post_process=None):
diff --git a/release_notes.txt b/release_notes.txt
index cefa3c8..cc34c0a 100644
--- a/release_notes.txt
+++ b/release_notes.txt
@@ -1,3 +1,9 @@
+Changes in 23.05
+ * Support for 23.05 NPU components and dependencies (core-driver, core-platform, Vela 3.8.0, CMSIS, CMSIS-NN and TensorFlow Lite Micro).
+ * Minor updates to CMSIS-pack dependencies.
+ * Update Python package requirements for compatibility reasons.
+ * Increase minimum requirements of Python to 3.9
+
Changes in 23.02
* Support for 23.02 NPU components and dependencies (core-driver, core-platform, Vela 3.7.0, CMSIS, CMSIS-DSP, CMSIS-NN and TensorFlow Lite Micro).
* Improvement to PMU counters - reducing cache maintenance burden for Arm Cortex-M55 CPUs when NPU is used.
diff --git a/set_up_default_resources.py b/set_up_default_resources.py
index 3bfe52f..740cfb8 100755
--- a/set_up_default_resources.py
+++ b/set_up_default_resources.py
@@ -381,9 +381,9 @@ def set_up_resources(
metadata_file_path = download_dir / "resources_downloaded_metadata.json"
metadata_dict = dict()
- vela_version = "3.7.0"
- py3_major_version_minimum = 3 # Python >= 3.7 is required
- py3_minor_version_minimum = 7
+ vela_version = "3.8.0"
+ py3_major_version_minimum = 3 # Python >= 3.9 is required
+ py3_minor_version_minimum = 9
# Is Python minimum requirement matched?
py3_version = sys.version_info
@@ -392,7 +392,7 @@ def set_up_resources(
or py3_version.minor < py3_minor_version_minimum
):
raise Exception(
- "ERROR: Python3.7+ is required, please see the documentation on how to update it."
+ "ERROR: Python3.9+ is required, please see the documentation on how to update it."
)
setup_script_hash_verified = False
diff --git a/source/application/api/common/include/TensorFlowLiteMicro.hpp b/source/application/api/common/include/TensorFlowLiteMicro.hpp
index 944ed4a..17dfd64 100644
--- a/source/application/api/common/include/TensorFlowLiteMicro.hpp
+++ b/source/application/api/common/include/TensorFlowLiteMicro.hpp
@@ -1,5 +1,5 @@
/*
- * SPDX-FileCopyrightText: Copyright 2021-2022 Arm Limited and/or its affiliates <open-source-office@arm.com>
+ * SPDX-FileCopyrightText: Copyright 2021-2023 Arm Limited and/or its affiliates <open-source-office@arm.com>
* SPDX-License-Identifier: Apache-2.0
*
* Licensed under the Apache License, Version 2.0 (the "License");
@@ -47,7 +47,6 @@
#include "tensorflow/lite/c/common.h"
#include "tensorflow/lite/micro/kernels/micro_ops.h"
-#include "tensorflow/lite/micro/tflite_bridge/op_resolver_bridge.h"
#include "tensorflow/lite/schema/schema_generated.h"
#include "tensorflow/lite/schema/schema_utils.h"
diff --git a/source/application/api/common/source/Model.cc b/source/application/api/common/source/Model.cc
index 7de6fde..80c10b7 100644
--- a/source/application/api/common/source/Model.cc
+++ b/source/application/api/common/source/Model.cc
@@ -1,5 +1,5 @@
/*
- * SPDX-FileCopyrightText: Copyright 2021-2022 Arm Limited and/or its affiliates
+ * SPDX-FileCopyrightText: Copyright 2021-2023 Arm Limited and/or its affiliates
* <open-source-office@arm.com> SPDX-License-Identifier: Apache-2.0
*
* Licensed under the Apache License, Version 2.0 (the "License");
@@ -199,7 +199,7 @@ void arm::app::Model::LogInterpreterInfo()
for (size_t i = 0; i < nOperators; ++i) {
const tflite::Operator* op = subgraph->operators()->Get(i);
const tflite::OperatorCode* opcode = opcodes->Get(op->opcode_index());
- const TfLiteRegistration* reg = nullptr;
+ const TfLiteRegistration_V1* reg = nullptr;
tflite::GetRegistrationFromOpCode(opcode, this->GetOpResolver(), &reg);
std::string opName;