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|
require minigo.inc
inherit python3native
DEPENDS = "python3-absl-native \
python3-six-native \
python3-protobuf-native \
python3-numpy-native \
python3-grpcio-native \
python3-requests-native \
python3-tqdm-native \
python3-pytz-native \
python3-google-auth-native \
python3-google-api-core-native \
python3-googleapis-common-protos-native \
python3-google-cloud-core-native \
python3-google-cloud-bigtable-native \
python3-cachetools-native \
python3-grpc-google-iam-v1-native \
tensorflow-native \
tensorflow-estimator-native \
"
ESTIMATOR_DIR = "${WORKDIR}/estimator_working_dir"
MODELS_DIR = "${WORKDIR}/outputs/models"
MODEL_BOOTSTRAP = "000000-bootstrap"
MODEL_FIRSTGEN = "000001-first_generation"
MODEL_SELFPLAY = "${MODEL_BOOTSTRAP}"
MODEL_TRAINING = "${MODEL_FIRSTGEN}"
NUM_SELFPLAY = "5"
NUM_READOUTS = "10"
SELFPLAY_DIR ??= "${WORKDIR}/outputs/data/selfplay"
HOLDOUT_DIR ??= "${WORKDIR}/outputs/data/holdout"
SGF_DIR ??= "${WORKDIR}/outputs/data/sgf"
minigo_bootstrap() {
cd ${S}; ${PYTHON} bootstrap.py \
--work_dir=${ESTIMATOR_DIR} \
--export_path=${MODELS_DIR}/${MODEL_BOOTSTRAP}
}
minigo_selfplay() {
cd ${S}
i=0
while [ $i -lt ${NUM_SELFPLAY} ]; do
${PYTHON} selfplay.py \
--load_file=${MODELS_DIR}/${MODEL_SELFPLAY} \
--num_readouts ${NUM_READOUTS} \
--verbose 1 \
--selfplay_dir=${SELFPLAY_DIR} \
--holdout_dir=${HOLDOUT_DIR} \
--sgf_dir=${SGF_DIR}
let i+=1
done
}
minigo_training() {
cd ${S}; ${PYTHON} train.py \
${SELFPLAY_DIR}/* \
--work_dir=${ESTIMATOR_DIR} \
--export_path=${MODELS_DIR}/${MODEL_TRAINING}
}
do_compile() {
minigo_bootstrap
minigo_selfplay
minigo_training
}
do_install() {
install -d ${D}/opt/minigo/models
install -m 0644 ${MODELS_DIR}/* ${D}/opt/minigo/models
}
FILES:${PN} = "/opt/minigo/models"
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