| # yaml-language-server: $schema=https://raw.githubusercontent.com/Open-CMSIS-Pack/devtools/main/tools/packgen/schema/manifest.schema.json |
| |
| #---------------------------------------------------------------------------- |
| # Copyright (c) 2022 Arm Limited. All rights reserved. |
| # SPDX-License-Identifier: Apache-2.0 |
| # |
| # 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. |
| #---------------------------------------------------------------------------- |
| |
| # YML file to help generate a CMSIS pack for ml-embedded-eval-kit API. |
| # See the CMakeLists.txt in the same directory to see the targets that |
| # are included in the pack. |
| # |
| # Ideal usage: from the root of the repository |
| # |
| # ml-embedded-eval-kit $ packgen -s ./ \ # Source dir (run this from repo root) |
| # -v ./scripts/cmake/cmsis-pack-gen/use-case-api.yml \ # This file's path |
| # -o <path-to>/ml-embedded-eval-kit-pack \ # Where to generate the output |
| # -i <path-to>/tensorflow.tensorflow-lite-micro.pdsc \ # Tensorflow packs' PDSC file |
| # -i <path-to>/ARM.CMSIS.pdsc \ # CMSIS packs' PDSC file |
| # |
| # The PDSC files are the ones extracted from the downloaded packs (and is optional). |
| # packgen and packchk must be installed. See https://github.com/Open-CMSIS-Pack/devtools |
| # on how to build these tools. |
| |
| build: |
| - name: "build-dir" |
| options: "cmake -DCMSIS_PACK_GEN_FLOW=ON" |
| |
| packs: |
| - name: "ml-embedded-eval-kit-uc-api" |
| description: "Sample use case APIs derived from ml-embedded-eval-kit" |
| vendor: "ARM" |
| license: "LICENSE_APACHE_2.0.txt" |
| url: "https://review.mlplatform.org/admin/repos/ml/ethos-u/ml-embedded-evaluation-kit/" |
| |
| requirements: |
| packages: |
| - attributes: {vendor: "tensorflow", name: "tensorflow-lite-micro", version: "1.22.02"} |
| - attributes: {vendor: "ARM", name: "CMSIS", version: "5.8.0"} |
| |
| releases: |
| - version: "22.8.0" |
| date: "2022-08-15" |
| description: "Beta release package" |
| |
| # @TODO: Add API header names and descriptions here (see placeholder below). |
| # apis: |
| # - name: "Image classification use case API" |
| # attributes: {Cclass: "Machine Learning", Cgroup: "Evaluation Kit", Capiversion: "1.0.0"} |
| # description: "Arm ml-embedded-eval kit example APIs" |
| # files: |
| # - name: "use_case/img_class/include/ImgClassProcessing.hpp" |
| # attributes: {category: header, attr: config, version: "1.0.0"} |
| |
| taxonomy: |
| - attributes: {Cclass: "Machine Learning"} |
| description: "Machine Learning software frameworks and libraries" |
| - attributes: {Cgroup: "Evaluation Kit"} |
| description: "A collection of end-to-end examples provided by Arm for Arm Cortex-M CPU and Arm Ethos-U NPU targets." |
| |
| components: |
| - name: log |
| target: log |
| attributes: { Cclass: "ML Eval Kit", Cgroup: "Common", Csub: "Log", Cversion: "1.0.0" } |
| description: "Logging header-only utility" |
| |
| - name: arm_math |
| target: arm_math |
| attributes: { Cclass: "ML Eval Kit", Cgroup: "Common", Csub: "Math", Cversion: "1.0.0" } |
| description: "Math function helpers dependent on CMSIS-DSP." |
| conditions: |
| - require: { Cclass: "CMSIS", Cgroup: "DSP"} |
| |
| - name: common_api |
| target: common_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Common", Csub: "API", Cversion: "1.0.0"} |
| description: "Common API" |
| dependencies: ["arm_math", "log"] |
| conditions: |
| - require: { Cclass: "Machine Learning", Cgroup: "TensorFlow" } |
| |
| - name: ad_api |
| target: ad_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Vibration", Csub: "Anomaly detection", Cversion: "1.0.0"} |
| description: "Anomaly detection use case API." |
| dependencies: common_api |
| |
| - name: asr_api |
| target: asr_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Voice", Csub: "Automatic speech recognition", Cversion: "1.0.0"} |
| description: "ASR use case API." |
| dependencies: common_api |
| |
| - name: img_class_api |
| target: img_class_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Vision", Csub: "Image classification", Cversion: "1.0.0"} |
| description: "Image classification use case API." |
| dependencies: common_api |
| |
| - name: inference_runner_api |
| target: inference_runner_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Common", Csub: "Generic", Cversion: "1.0.0"} |
| description: "Generic inference runner use case API." |
| dependencies: common_api |
| |
| - name: kws_api |
| target: kws_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Voice", Csub: "Keyword spotting", Cversion: "1.0.0"} |
| description: "KWS use case API." |
| dependencies: common_api |
| |
| - name: noise_reduction_api |
| target: noise_reduction_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Voice", Csub: "Noise reduction", Cversion: "1.0.0"} |
| description: "RNN Noise use case API." |
| dependencies: common_api |
| |
| - name: object_detection_api |
| target: object_detection_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Vision", Csub: "Object detection", Cversion: "1.0.0"} |
| description: "Object detection use case API." |
| dependencies: common_api |
| |
| - name: vww_api |
| target: vww_api |
| attributes: {Cclass: "ML Eval Kit", Cgroup: "Vision", Csub: "Person detection", Cversion: "1.0.0"} |
| description: "Visual wake word use case API." |
| dependencies: common_api |