| #!/bin/bash |
| # Licensed to the Apache Software Foundation (ASF) under one or more |
| # contributor license agreements. See the NOTICE file distributed with |
| # this work for additional information regarding copyright ownership. |
| # The ASF licenses this file to You 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. |
| |
| export SPARK_HOME=/opt/apache/spark-1.6.0-bin-hadoop2.6 |
| ${SPARK_HOME}/sbin/start-master.sh |
| export MASTER_URL=spark://localhost:7077 |
| export SPARK_WORKER_INSTANCES=1 |
| export CORES_PER_WORKER=1 |
| export TOTAL_CORES=$((${CORES_PER_WORKER}*${SPARK_WORKER_INSTANCES})) |
| ${SPARK_HOME}/sbin/start-slave.sh -c $CORES_PER_WORKER -m 3G ${MASTER_URL} |
| |
| |
| export LD_LIBRARY_PATH=/CaffeOnSpark/caffe-public/distribute/lib:/CaffeOnSpark/caffe-distri/distribute/lib |
| export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/cuda-7.0/lib64:/usr/local/mkl/lib/intel64/ |
| |
| sh ./makeImage.sh |
| |
| |
| /opt/apache/spark-1.6.0-bin-hadoop2.6/bin/spark-submit \ |
| --files /caffe-test/train/test_solver.prototxt,/caffe-test/train/train_test.prototxt \ |
| --conf spark.cores.max=1 \ |
| --conf spark.task.cpus=1 \ |
| --conf spark.driver.extraLibraryPath="${LD_LIBRARY_PATH}" \ |
| --conf spark.executorEnv.LD_LIBRARY_PATH="${LD_LIBRARY_PATH}" \ |
| --class com.yahoo.ml.caffe.CaffeOnSpark \ |
| /CaffeOnSpark/caffe-grid/target/caffe-grid-0.1-SNAPSHOT-jar-with-dependencies.jar \ |
| -train \ |
| -features accuracy,loss -label label \ |
| -conf /caffe-test/train/test_solver.prototxt \ |
| -clusterSize 1 \ |
| -devices 1 \ |
| -connection ethernet \ |
| -model file:/caffe-test/train/test.model \ |
| -output file:/caffe-test/train/test_result |