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makefile.lst
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#===============================================================================
# Copyright 2014-2019 Intel Corporation
#
# 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.
#===============================================================================
## Content:
## Intel(R) Data Analytics Acceleration Library algorithms list
##******************************************************************************
CORE.ALGORITHMS.CUSTOM.AVAILABLE := low_order_moments quantiles covariance cosdistance cordistance kmeans pca cholesky \
svd assocrules qr em outlierdetection_bacon outlierdetection_multivariate outlierdetection_univariate \
kernel_function sorting normalization math optimization_solver objective_function decision_tree \
dtrees/gbt dtrees/forest linear_regression ridge_regression naivebayes stump adaboost brownboost \
logitboost svm multiclassclassifier k_nearest_neighbors logistic_regression implicit_als \
neural_networks coordinate_descent
low_order_moments +=
quantiles +=
covariance +=
cosdistance +=
cordistance += covariance
kmeans += kmeans/inner engines distributions
pca += pca/inner pca/metrics pca/transform svd covariance low_order_moments normalization
cholesky +=
svd +=
assocrules +=
qr +=
em += covariance engines distributions
outlierdetection_bacon +=
outlierdetection_multivariate +=
outlierdetection_univariate +=
kernel_function +=
sorting +=
normalization += normalization/minmax normalization/zscore normalization/zscore/inner low_order_moments
math += math/abs math/logistic math/relu math/smoothrelu math/softmax math/tanh
optimization_solver += optimization_solver/adagrad optimization_solver/adagrad/inner optimization_solver/lbfgs optimization_solver/lbfgs/inner optimization_solver/sgd optimization_solver/sgd/inner optimization_solver/saga optimization_solver/saga/inner optimization_solver/inner optimization_solver/coordinate_descent objective_function engines distributions
coordinate_descent += optimization_solver/coordinate_descent objective_function engines distributions
objective_function += objective_function/inner objective_function/cross_entropy_loss objective_function/cross_entropy_loss/inner objective_function/logistic_loss objective_function/logistic_loss/inner objective_function/mse objective_function/mse/inner
decision_tree += regression classifier
dtrees/gbt += dtrees dtrees/gbt/classification dtrees/gbt/regression engines classifier regression objective_function
dtrees/forest += dtrees dtrees/regression dtrees/forest/classification dtrees/forest/regression engines classifier regression distributions
linear_regression += linear_model regression
lasso_regression += linear_model regression optimization_solver objective_function engines
ridge_regression += linear_model regression
naivebayes += classifier
stump += classifier
adaboost += classifier decision_tree stump boosting weak_learner adaboost/inner
brownboost += classifier decision_tree stump
logitboost += regression decision_tree stump
svm += svm/inner classifier kernel_function multiclassclassifier
multiclassclassifier += classifier
k_nearest_neighbors += engines classifier
logistic_regression += logistic_regression/inner classifier optimization_solver objective_function engines
implicit_als += engines distributions
neural_networks_layers := $(addprefix neural_networks/layers/,abs_layer batch_normalization_layer concat_layer convolution2d_layer dropout_layer eltwise_sum_layer elu_layer fullyconnected_layer lcn_layer locallyconnected2d_layer logistic_layer loss_layer loss_layer/logistic_cross_layer loss_layer/softmax_cross_layer lrn_layer pooling1d_layer pooling2d_layer pooling3d_layer prelu_layer relu_layer reshape_layer smoothrelu_layer softmax_layer spatial_pooling2d_layer split_layer tanh_layer transposed_conv2d_layer)
neural_networks += engines optimization_solver distributions \
neural_networks/initializers neural_networks/initializers/gaussian neural_networks/initializers/truncated_gaussian neural_networks/initializers/uniform neural_networks/initializers/xavier \
neural_networks/layers $(neural_networks_layers) $(addsuffix /backward,$(neural_networks_layers)) $(addsuffix /forward,$(neural_networks_layers))
engines += engines/mt19937 engines/mcg59 engines/mt2203
distributions += distributions/bernoulli distributions/normal distributions/uniform
CORE.ALGORITHMS.FULL := \
adaboost \
adaboost/inner \
assocrules \
boosting \
brownboost \
cholesky \
classifier \
cordistance \
cosdistance \
covariance \
decision_tree \
distributions \
distributions/bernoulli \
distributions/normal \
distributions/uniform \
dtrees \
dtrees/forest \
dtrees/forest/classification \
dtrees/forest/regression \
dtrees/gbt \
dtrees/gbt/regression \
dtrees/gbt/classification \
dtrees/regression \
dbscan \
engines \
engines/mcg59 \
engines/mt19937 \
engines/mt2203 \
em \
implicit_als \
kernel_function \
kmeans/inner \
kmeans \
k_nearest_neighbors \
lbfgs \
linear_model \
lasso_regression \
linear_regression \
logistic_regression \
logistic_regression/inner \
logitboost \
low_order_moments \
math/abs \
math/logistic \
math/relu \
math/smoothrelu \
math/softmax \
math/tanh \
multiclassclassifier \
naivebayes \
neural_networks \
neural_networks/initializers \
neural_networks/initializers/uniform \
neural_networks/initializers/xavier \
neural_networks/initializers/gaussian \
neural_networks/initializers/truncated_gaussian \
neural_networks/layers \
neural_networks/layers/abs_layer \
neural_networks/layers/abs_layer/backward \
neural_networks/layers/abs_layer/forward \
neural_networks/layers/batch_normalization_layer \
neural_networks/layers/batch_normalization_layer/backward \
neural_networks/layers/batch_normalization_layer/forward \
neural_networks/layers/concat_layer \
neural_networks/layers/concat_layer/backward \
neural_networks/layers/concat_layer/forward \
neural_networks/layers/convolution2d_layer \
neural_networks/layers/convolution2d_layer/backward \
neural_networks/layers/convolution2d_layer/forward \
neural_networks/layers/dropout_layer \
neural_networks/layers/dropout_layer/backward \
neural_networks/layers/dropout_layer/forward \
neural_networks/layers/eltwise_sum_layer \
neural_networks/layers/eltwise_sum_layer/backward \
neural_networks/layers/eltwise_sum_layer/forward \
neural_networks/layers/fullyconnected_layer \
neural_networks/layers/fullyconnected_layer/backward \
neural_networks/layers/fullyconnected_layer/forward \
neural_networks/layers/lcn_layer \
neural_networks/layers/lcn_layer/backward \
neural_networks/layers/lcn_layer/forward \
neural_networks/layers/locallyconnected2d_layer \
neural_networks/layers/locallyconnected2d_layer/backward \
neural_networks/layers/locallyconnected2d_layer/forward \
neural_networks/layers/logistic_layer \
neural_networks/layers/logistic_layer/backward \
neural_networks/layers/logistic_layer/forward \
neural_networks/layers/reshape_layer \
neural_networks/layers/reshape_layer/backward \
neural_networks/layers/reshape_layer/forward \
neural_networks/layers/lrn_layer \
neural_networks/layers/lrn_layer/backward \
neural_networks/layers/lrn_layer/forward \
neural_networks/layers/pooling1d_layer \
neural_networks/layers/pooling1d_layer/backward \
neural_networks/layers/pooling1d_layer/forward \
neural_networks/layers/pooling2d_layer \
neural_networks/layers/pooling2d_layer/backward \
neural_networks/layers/pooling2d_layer/forward \
neural_networks/layers/pooling3d_layer \
neural_networks/layers/pooling3d_layer/backward \
neural_networks/layers/pooling3d_layer/forward \
neural_networks/layers/spatial_pooling2d_layer \
neural_networks/layers/spatial_pooling2d_layer/backward \
neural_networks/layers/spatial_pooling2d_layer/forward \
neural_networks/layers/prelu_layer \
neural_networks/layers/prelu_layer/backward \
neural_networks/layers/prelu_layer/forward \
neural_networks/layers/elu_layer \
neural_networks/layers/elu_layer/backward \
neural_networks/layers/elu_layer/forward \
neural_networks/layers/relu_layer \
neural_networks/layers/relu_layer/backward \
neural_networks/layers/relu_layer/forward \
neural_networks/layers/smoothrelu_layer \
neural_networks/layers/smoothrelu_layer/backward \
neural_networks/layers/smoothrelu_layer/forward \
neural_networks/layers/loss_layer \
neural_networks/layers/loss_layer/logistic_cross_layer \
neural_networks/layers/loss_layer/logistic_cross_layer/backward \
neural_networks/layers/loss_layer/logistic_cross_layer/forward \
neural_networks/layers/loss_layer/softmax_cross_layer \
neural_networks/layers/loss_layer/softmax_cross_layer/backward \
neural_networks/layers/loss_layer/softmax_cross_layer/forward \
neural_networks/layers/softmax_layer \
neural_networks/layers/softmax_layer/backward \
neural_networks/layers/softmax_layer/forward \
neural_networks/layers/split_layer \
neural_networks/layers/split_layer/backward \
neural_networks/layers/split_layer/forward \
neural_networks/layers/tanh_layer \
neural_networks/layers/tanh_layer/backward \
neural_networks/layers/tanh_layer/forward \
neural_networks/layers/transposed_conv2d_layer \
neural_networks/layers/transposed_conv2d_layer/backward \
neural_networks/layers/transposed_conv2d_layer/forward \
normalization/minmax \
normalization/zscore \
normalization/zscore/inner \
objective_function \
objective_function/inner \
objective_function/cross_entropy_loss \
objective_function/cross_entropy_loss/inner \
objective_function/logistic_loss \
objective_function/logistic_loss/inner \
objective_function/mse \
objective_function/mse/inner \
optimization_solver \
optimization_solver/inner \
optimization_solver/sgd \
optimization_solver/sgd/inner \
optimization_solver/lbfgs \
optimization_solver/lbfgs/inner \
optimization_solver/adagrad \
optimization_solver/adagrad/inner \
optimization_solver/saga \
optimization_solver/saga/inner \
optimization_solver/coordinate_descent \
outlierdetection_multivariate \
outlierdetection_bacon \
outlierdetection_univariate \
pca \
pca/inner \
pca/metrics \
pca/transform \
pivoted_qr \
qr \
quantiles \
regression \
ridge_regression \
sgd \
sorting \
stump \
svd \
svm \
svm/inner \
weak_learner
CORE.ALGORITHMS := $(if $(CORE.ALGORITHMS.CUSTOM), $(CORE.ALGORITHMS.CUSTOM), $(CORE.ALGORITHMS.FULL))
CORE.ALGORITHMS := $(sort $(foreach alg,$(CORE.ALGORITHMS),$(foreach alg1,$($(alg)),$($(alg1)) $(alg1)) $(alg)))
CORE.ALGORITHMS.INC := \
association_rules \
boosting \
cholesky \
classifier \
covariance \
decision_forest \
decision_tree \
distance \
distributions \
dbscan \
engines \
em \
gradient_boosted_trees \
implicit_als \
kernel_function \
kmeans \
k_nearest_neighbors \
lasso_regression \
linear_model \
linear_regression \
logistic_regression \
math \
moments \
multi_class_classifier \
naive_bayes \
neural_networks \
neural_networks/initializers \
neural_networks/initializers/gaussian \
neural_networks/initializers/truncated_gaussian \
neural_networks/initializers/uniform \
neural_networks/initializers/xavier \
neural_networks/layers \
neural_networks/layers/abs \
neural_networks/layers/batch_normalization \
neural_networks/layers/concat \
neural_networks/layers/convolution2d \
neural_networks/layers/dropout \
neural_networks/layers/fullyconnected \
neural_networks/layers/lcn \
neural_networks/layers/locallyconnected2d \
neural_networks/layers/logistic \
neural_networks/layers/loss \
neural_networks/layers/lrn \
neural_networks/layers/pooling1d \
neural_networks/layers/pooling2d \
neural_networks/layers/pooling3d \
neural_networks/layers/prelu \
neural_networks/layers/elu \
neural_networks/layers/relu \
neural_networks/layers/reshape \
neural_networks/layers/smoothrelu \
neural_networks/layers/softmax \
neural_networks/layers/spatial_pooling2d \
neural_networks/layers/split \
neural_networks/layers/tanh \
neural_networks/layers/transposed_conv2d \
neural_networks/layers/eltwise_sum \
normalization \
optimization_solver \
optimization_solver/adagrad \
optimization_solver/iterative_solver \
optimization_solver/lbfgs \
optimization_solver/objective_function \
optimization_solver/precomputed \
optimization_solver/sgd \
optimization_solver/saga \
optimization_solver/coordinate_descent \
outlier_detection \
pca \
pca/metrics \
pca/transform \
pivoted_qr \
qr \
quantiles \
regression \
ridge_regression \
sorting \
stump \
svd \
svm \
tree_utils \
weak_learner
CORE.SERVICES := compression \
data_management
JJ.ALGORITHMS := adaboost \
adaboost/prediction \
adaboost/quality_metric_set \
adaboost/training \
association_rules \
bacon_outlier_detection \
binary_adaboost \
binary_adaboost/prediction \
binary_adaboost/quality_metric_set \
binary_adaboost/training \
boosting \
boosting/prediction \
boosting/training \
brownboost \
brownboost/prediction \
brownboost/quality_metric_set \
brownboost/training \
cholesky \
classifier \
classifier/prediction \
classifier/quality_metric \
classifier/quality_metric/binary_confusion_matrix \
classifier/quality_metric/multi_class_confusion_matrix \
classifier/training \
cordistance \
cosdistance \
covariance \
dbscan \
decision_forest \
decision_forest/classification \
decision_forest/classification/prediction \
decision_forest/classification/training \
decision_forest/regression \
decision_forest/regression/prediction \
decision_forest/regression/training \
decision_tree \
decision_tree/classification \
decision_tree/classification/prediction \
decision_tree/classification/training \
decision_tree/regression \
decision_tree/regression/prediction \
decision_tree/regression/training \
distributions \
distributions/bernoulli \
distributions/normal \
distributions/uniform \
engines \
engines/mcg59 \
engines/mt19937 \
engines/mt2203 \
em_gmm \
em_gmm/init \
gbt \
gbt/classification \
gbt/classification/prediction \
gbt/classification/training \
gbt/regression \
gbt/regression/prediction \
gbt/regression/training \
gbt/training \
implicit_als \
implicit_als/prediction \
implicit_als/prediction/ratings \
implicit_als/training \
implicit_als/training/init \
kernel_function \
kernel_function/linear \
kernel_function/rbf \
kdtree_knn_classification \
kdtree_knn_classification/prediction \
kdtree_knn_classification/training \
kmeans \
kmeans/init \
lasso_regression \
lasso_regression/training \
lasso_regression/prediction \
linear_regression \
linear_regression/prediction \
linear_regression/quality_metric \
linear_regression/quality_metric_set \
linear_regression/training \
logistic_regression \
logistic_regression/prediction \
logistic_regression/training \
logitboost \
logitboost/prediction \
logitboost/quality_metric_set \
logitboost/training \
low_order_moments \
math/abs \
math/logistic \
math/relu \
math/smoothrelu \
math/softmax \
math/tanh \
multi_class_classifier \
multi_class_classifier/prediction \
multi_class_classifier/quality_metric_set \
multi_class_classifier/training \
multinomial_naive_bayes \
multinomial_naive_bayes/prediction \
multinomial_naive_bayes/quality_metric_set \
multinomial_naive_bayes/training \
multivariate_outlier_detection \
multivariate_outlier_detection/defaultdense \
multivariate_outlier_detection/bacondense \
neural_networks \
neural_networks/initializers \
neural_networks/initializers/uniform \
neural_networks/initializers/xavier \
neural_networks/initializers/gaussian \
neural_networks/initializers/truncated_gaussian \
neural_networks/layers \
neural_networks/layers/abs \
neural_networks/layers/average_pooling1d \
neural_networks/layers/average_pooling2d \
neural_networks/layers/average_pooling3d \
neural_networks/layers/batch_normalization \
neural_networks/layers/concat \
neural_networks/layers/convolution2d \
neural_networks/layers/transposed_conv2d \
neural_networks/layers/dropout \
neural_networks/layers/eltwise_sum \
neural_networks/layers/fullyconnected \
neural_networks/layers/logistic \
neural_networks/layers/loss \
neural_networks/layers/lrn \
neural_networks/layers/maximum_pooling1d \
neural_networks/layers/maximum_pooling2d \
neural_networks/layers/maximum_pooling3d \
neural_networks/layers/reshape \
neural_networks/layers/stochastic_pooling2d \
neural_networks/layers/spatial_pooling2d \
neural_networks/layers/spatial_average_pooling2d \
neural_networks/layers/spatial_maximum_pooling2d \
neural_networks/layers/spatial_stochastic_pooling2d \
neural_networks/layers/pooling1d \
neural_networks/layers/pooling2d \
neural_networks/layers/pooling3d \
neural_networks/layers/prelu \
neural_networks/layers/elu \
neural_networks/layers/relu \
neural_networks/layers/logistic_cross \
neural_networks/layers/smoothrelu \
neural_networks/layers/softmax \
neural_networks/layers/softmax_cross \
neural_networks/layers/split \
neural_networks/layers/tanh \
neural_networks/layers/lcn \
neural_networks/layers/locallyconnected2d \
neural_networks/prediction \
neural_networks/training \
normalization/minmax \
normalization/zscore \
optimization_solver \
optimization_solver/cross_entropy_loss \
optimization_solver/logistic_loss \
optimization_solver/objective_function \
optimization_solver/sum_of_functions \
optimization_solver/mse \
optimization_solver/precomputed \
optimization_solver/iterative_solver \
optimization_solver/sgd \
optimization_solver/saga \
optimization_solver/coordinate_descent \
optimization_solver/lbfgs \
optimization_solver/adagrad \
pca \
pca/quality_metric \
pca/quality_metric_set \
pca/transform \
pivoted_qr \
qr \
quality_metric \
quality_metric_set \
quantiles \
ridge_regression \
ridge_regression/prediction \
ridge_regression/training \
regression \
regression/training \
regression/prediction \
sorting \
stump \
stump/prediction \
stump/training \
stump/classification \
stump/classification/training \
stump/classification/prediction \
stump/regression \
stump/regression/training \
stump/regression/prediction \
svd \
svm \
svm/prediction \
svm/quality_metric_set \
svm/training \
tree_utils \
tree_utils/classification \
tree_utils/regression \
univariate_outlier_detection \
weak_learner \
weak_learner/prediction \
weak_learner/training
JJ.DATA_MANAGEMENT := data \
data_source \
compression \
compression/bzip2 \
compression/lzo \
compression/rle \
compression/zlib