Below is a list of commands and resources that work on Linux (some need installation of packages), would love to welcome contributions for the same for MacOSX and Windows platforms too. Please share and contribute back.
Please run the below in both vagrant, docker and other container environments and share your experiences with us!
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-Xloggc:/path/to/gc.log # <Location to write your GC log to>
-XX:LogFile=<Location to write your Safepoint log to>
-XX:+UseGCLogFileRotation
05/22 - Deep Learning Hands-On Series - Data Exploration and API First Design 🎥
05/29 - Deep Learning Hands-On Series - Model Tuning 🎥
06/05 - Deep Learning Hands-On Series - Monitoring [cancelled]
| Books on Richard Feynman! | |
| ========================= | |
| Surely You're Joking, Mr. Feynman! (Adventures of a Curious ... - | |
| http://buffman.net/ebooks/Richard_P_Feynman-Surely_Youre_Joking_Mr_Feynman_v5.pdf | |
| What.Do.You.Care.What.Other.People.Think | |
| http://www.cypherpunk.cz/books/Richard.Feynman.-.What.Do.You.Care.What.Other.People.Think.-.challenger.investigation.pdf | |
| %%bash | |
| apt-get install -y xarchiver || true | |
| SAVED_MODEL_PATH=$(realpath "/kaggle/input/[/path/to/model/folder]") | |
| NEW_MODEL_PATH=$(realpath "/kaggle/working") | |
| for model_file in $(ls $SAVED_MODEL_PATH/*.pth) | |
| do | |
| just_filename=$(basename "${model_file%.*}") | |
| version_filename_with_path="$(unzip -t $model_file | grep version | awk '{print $2}')" | |
| if [[ ! -e "$NEW_MODEL_PATH/$just_filename.pth" ]]; then | |
| echo "Copying $model_file to $NEW_MODEL_PATH" |
| bagging_count = 5 | |
| folds = 5 | |
| SEEDS = [1234, 4567, 8910, 1112, 1314] # arbitary seeds can be any non-repeating series of integers | |
| for bagging_index in range(0, bagging_count): # 5 rounds | |
| stf = StratifiedKFold(n_splits=folds, shuffle=True, random_state=SEEDS[bagging_index]) | |
| for fold, (training_index, validation_index) in skf.split(train_df, train_df.sentiment): # 5 rounds | |
| <rest of the training code> | |
| # seeds used for each bagging round: 1234, 4567, 8910, 1112, 1314 |
| <settings> | |
| <profiles> | |
| <profile> | |
| <id>sonar</id> | |
| <activation> | |
| <activeByDefault>true</activeByDefault> | |
| </activation> | |
| <properties> | |
| <!-- Example for MySQL--> | |
| <sonar.jdbc.url> |
| Build on Server(pid: 1211, port: 34161) | |
| [server-binary_deploy:1211] classlist: 178,177.80 ms | |
| [server-binary_deploy:1211] (cap): 2,157.93 ms | |
| [server-binary_deploy:1211] setup: 3,426.53 ms | |
| [server-binary_deploy:1211] analysis: 104,524.34 ms | |
| Error: Unsupported features in 6 methods | |
| Detailed message: | |
| Error: com.oracle.graal.pointsto.constraints.UnsupportedFeatureException: Invoke with MethodHandle argument could not be reduced to at most a single call: java.lang.invoke.MethodHandle.bindTo(Object) | |
| Trace: | |
| at parsing java.lang.invoke.MethodHandleImpl.makePairwiseConvertByEditor(MethodHandleImpl.java:221) |
| Build on Server(pid: 1211, port: 34161) | |
| [server-binary_deploy:1211] classlist: 183,467.42 ms | |
| [server-binary_deploy:1211] (cap): 4,099.72 ms | |
| [server-binary_deploy:1211] setup: 10,420.03 ms | |
| [server-binary_deploy:1211] analysis: 200,589.41 ms | |
| Error: Unsupported features in 6 methods | |
| Detailed message: | |
| Error: com.oracle.graal.pointsto.constraints.UnsupportedFeatureException: Invoke with MethodHandle argument could not be reduced to at most a single call: java.lang.invoke.MethodHandle.bindTo(Object) | |
| Trace: | |
| at parsing java.lang.invoke.MethodHandleImpl.makePairwiseConvertByEditor(MethodHandleImpl.java:221) |