alexander | 3c79893 | 2021-03-26 21:42:19 +0000 | [diff] [blame] | 1 | #---------------------------------------------------------------------------- |
| 2 | # Copyright (c) 2021 Arm Limited. All rights reserved. |
| 3 | # SPDX-License-Identifier: Apache-2.0 |
| 4 | # |
| 5 | # Licensed under the Apache License, Version 2.0 (the "License"); |
| 6 | # you may not use this file except in compliance with the License. |
| 7 | # You may obtain a copy of the License at |
| 8 | # |
| 9 | # http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | # |
| 11 | # Unless required by applicable law or agreed to in writing, software |
| 12 | # distributed under the License is distributed on an "AS IS" BASIS, |
| 13 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 14 | # See the License for the specific language governing permissions and |
| 15 | # limitations under the License. |
| 16 | #---------------------------------------------------------------------------- |
| 17 | |
| 18 | # If the path to a directory or source file has been defined, |
| 19 | # get the type here (FILEPATH or PATH): |
| 20 | if (DEFINED ${use_case}_FILE_PATH) |
| 21 | get_path_type(${${use_case}_FILE_PATH} PATH_TYPE) |
| 22 | # Set the default type if path is not a dir or file path (or undefined) |
| 23 | if (NOT ${PATH_TYPE} STREQUAL PATH AND NOT ${PATH_TYPE} STREQUAL FILEPATH) |
| 24 | message(FATAL_ERROR "Invalid ${use_case}_FILE_PATH. It should be a dir or file path.") |
| 25 | endif() |
| 26 | else() |
| 27 | # Default is a directory path |
| 28 | set(PATH_TYPE PATH) |
| 29 | endif() |
| 30 | |
| 31 | message(STATUS "${use_case}_FILE_PATH is of type: ${PATH_TYPE}") |
| 32 | |
| 33 | USER_OPTION(${use_case}_FILE_PATH "Directory with custom image files to use, or path to a single image, in the evaluation application" |
| 34 | ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/samples/ |
| 35 | ${PATH_TYPE}) |
| 36 | |
| 37 | USER_OPTION(${use_case}_IMAGE_SIZE "Square image size in pixels. Images will be resized to this size." |
| 38 | 224 |
| 39 | STRING) |
| 40 | |
| 41 | USER_OPTION(${use_case}_LABELS_TXT_FILE "Labels' txt file for the chosen model" |
| 42 | ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/labels/labels_mobilenet_v2_1.0_224.txt |
| 43 | FILEPATH) |
| 44 | |
| 45 | # Generate input files |
| 46 | generate_images_code("${${use_case}_FILE_PATH}" |
| 47 | ${SRC_GEN_DIR} |
| 48 | ${INC_GEN_DIR} |
| 49 | "${${use_case}_IMAGE_SIZE}") |
| 50 | |
| 51 | # Generate labels file |
| 52 | set(${use_case}_LABELS_CPP_FILE Labels) |
| 53 | generate_labels_code( |
| 54 | INPUT "${${use_case}_LABELS_TXT_FILE}" |
| 55 | DESTINATION_SRC ${SRC_GEN_DIR} |
| 56 | DESTINATION_HDR ${INC_GEN_DIR} |
| 57 | OUTPUT_FILENAME "${${use_case}_LABELS_CPP_FILE}" |
| 58 | ) |
| 59 | |
| 60 | USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model" |
| 61 | 0x00200000 |
| 62 | STRING) |
| 63 | |
| 64 | # If there is no tflite file pointed to |
| 65 | if (NOT DEFINED ${use_case}_MODEL_TFLITE_PATH) |
| 66 | |
| 67 | set(MODEL_RESOURCES_DIR ${DOWNLOAD_DEP_DIR}/${use_case}) |
| 68 | file(MAKE_DIRECTORY ${MODEL_RESOURCES_DIR}) |
| 69 | set(MODEL_FILENAME mobilenet_v2_1.0_224_quantized_1_default_1.tflite) |
| 70 | set(DEFAULT_MODEL_PATH ${MODEL_RESOURCES_DIR}/${MODEL_FILENAME}) |
| 71 | |
| 72 | # Download the default model |
| 73 | set(ZOO_COMMON_SUBPATH "models/image_classification/mobilenet_v2_1.0_224/tflite_uint8") |
| 74 | set(ZOO_MODEL_SUBPATH "${ZOO_COMMON_SUBPATH}/${MODEL_FILENAME}") |
Isabella Gottardi | b88705d | 2021-04-21 13:09:51 +0100 | [diff] [blame^] | 75 | set(ZOO_MODEL_VERSION "68b5fbc77ed28e67b2efc915997ea4477c1d9d5b") |
alexander | 3c79893 | 2021-03-26 21:42:19 +0000 | [diff] [blame] | 76 | |
Isabella Gottardi | b88705d | 2021-04-21 13:09:51 +0100 | [diff] [blame^] | 77 | download_file_from_modelzoo(${ZOO_MODEL_VERSION} ${ZOO_MODEL_SUBPATH} ${DEFAULT_MODEL_PATH}) |
alexander | 3c79893 | 2021-03-26 21:42:19 +0000 | [diff] [blame] | 78 | |
| 79 | if (ETHOS_U55_ENABLED) |
| 80 | message(STATUS |
| 81 | "Ethos-U55 is enabled, but the model downloaded is not optimized by vela. " |
| 82 | "To use Ethos-U55 acceleration, optimise the downloaded model and pass it " |
| 83 | "as ${use_case}_MODEL_TFLITE_PATH to the CMake configuration.") |
| 84 | endif() |
| 85 | |
| 86 | # If the target platform is native |
| 87 | if (${TARGET_PLATFORM} STREQUAL native) |
| 88 | |
| 89 | # Download test vectors |
| 90 | set(ZOO_TEST_IFM_SUBPATH "${ZOO_COMMON_SUBPATH}/testing_input/input/0.npy") |
| 91 | set(ZOO_TEST_OFM_SUBPATH "${ZOO_COMMON_SUBPATH}/testing_output/output/0.npy") |
| 92 | |
| 93 | set(${use_case}_TEST_IFM ${MODEL_RESOURCES_DIR}/ifm0.npy CACHE FILEPATH |
| 94 | "Input test vector for ${use_case}") |
| 95 | set(${use_case}_TEST_OFM ${MODEL_RESOURCES_DIR}/ofm0.npy CACHE FILEPATH |
| 96 | "Input test vector for ${use_case}") |
| 97 | |
Isabella Gottardi | b88705d | 2021-04-21 13:09:51 +0100 | [diff] [blame^] | 98 | download_file_from_modelzoo(${ZOO_MODEL_VERSION} ${ZOO_TEST_IFM_SUBPATH} ${${use_case}_TEST_IFM}) |
| 99 | download_file_from_modelzoo(${ZOO_MODEL_VERSION} ${ZOO_TEST_OFM_SUBPATH} ${${use_case}_TEST_OFM}) |
alexander | 3c79893 | 2021-03-26 21:42:19 +0000 | [diff] [blame] | 100 | |
| 101 | set(TEST_SRC_GEN_DIR ${CMAKE_BINARY_DIR}/generated/${use_case}/tests/src) |
| 102 | set(TEST_INC_GEN_DIR ${CMAKE_BINARY_DIR}/generated/${use_case}/tests/include) |
| 103 | file(MAKE_DIRECTORY ${TEST_SRC_GEN_DIR} ${TEST_INC_GEN_DIR}) |
| 104 | |
| 105 | # Generate test data files to be included in x86 tests |
| 106 | generate_test_data_code( |
| 107 | INPUT_DIR "${DOWNLOAD_DEP_DIR}/${use_case}" |
| 108 | DESTINATION_SRC ${TEST_SRC_GEN_DIR} |
| 109 | DESTINATION_HDR ${TEST_INC_GEN_DIR} |
| 110 | USECASE "${use_case}") |
| 111 | endif() |
| 112 | |
| 113 | else() |
| 114 | set(DEFAULT_MODEL_PATH "N/A") |
| 115 | endif() |
| 116 | |
| 117 | USER_OPTION(${use_case}_MODEL_TFLITE_PATH "NN models file to be used in the evaluation application. Model files must be in tflite format." |
| 118 | ${DEFAULT_MODEL_PATH} |
| 119 | FILEPATH |
| 120 | ) |
| 121 | |
| 122 | # Generate model file |
| 123 | generate_tflite_code( |
| 124 | MODEL_PATH ${${use_case}_MODEL_TFLITE_PATH} |
| 125 | DESTINATION ${SRC_GEN_DIR} |
| 126 | ) |