How to clean a git repository
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Category: Good practices
Tuning Python script performance with profiling
Profiling a program consists in dynamically collecting measures during the program execution : which functions or pieces of code are executed, how many times, the duration of an execution, the call tree, … cProfile is a common profiler for Python programs. cProfile does deterministic profiling – it collects counters for…
GPU benchmarks on Nef
During early summer 2020, we benchmarked recent GPU models available on Nef cluster for deep-learning using ResNet-50 model training, with ImageNet 2021 dataset and TensorFlow 2.0 official implementation. Please find here a summary of the results and lessons learnt. The different Nvidia GPU models tested are : GTX1080Ti a GeForce…
Estimating power consumption and carbon impact of deep-learning on Nef
Ecological impact of IT is an increasingly important matter. This is why estimating the impact of a computation is useful, both for assessing the cost of a research activity or designing efficient methods. Power consumption and carbon emissions of a computation are commonly used metrics, as this is a more…
Clean the jupyter notebooks in a git repository
# Context The jupyter notebooks contain both code to execute, outputs and metada related with the notebook. Among those metadata, there is by example the number of times (“execution_count”) a given cell has been run. Below is an extract of a notebook file, with in bold some of the data…
How-to publish a DTK module / finish a git-flow feature
First, develop some feature in a branch, open a merge request. After it’s been reviewed and merged into develop: git checkout master git pull git checkout develop git pull So that the two synchronization branches are up to date. Now we have to choose a release tag according to the…
dtk coding style
Introduction This document describes the recommended coding style for dtk. This style is not mandatory, but to have consistent formatting of the source code files it is recommended to make use of it. dtk coding style follows the Qt coding style, with few differences desribed here after. Rules Indentation 4…
How to move directory from a git repo to another
This post is a copy from Matthias Schoettle’s blog Let us just moved one directory within a Git repository to a directory within another repository including its history. For example: repositoryA/ “`console ………../directoryToKeep ………../otherDirectory ………../someFile.ext repositoryB/ ………../someStuff The goal is to move directoryToKeep into repositoryB with its history, i.e., all…
Tuning Python script performance with profiling
Profiling a program consists in dynamically collecting measures during the program execution : which functions or pieces of code are executed, how many times, the duration of an execution, the call tree, … cProfile is a common profiler for Python programs. cProfile does deterministic profiling – it collects counters for…
GPU benchmarks on Nef
During early summer 2020, we benchmarked recent GPU models available on Nef cluster for deep-learning using ResNet-50 model training, with ImageNet 2021 dataset and TensorFlow 2.0 official implementation. Please find here a summary of the results and lessons learnt. The different Nvidia GPU models tested are : GTX1080Ti a GeForce…
Estimating power consumption and carbon impact of deep-learning on Nef
Ecological impact of IT is an increasingly important matter. This is why estimating the impact of a computation is useful, both for assessing the cost of a research activity or designing efficient methods. Power consumption and carbon emissions of a computation are commonly used metrics, as this is a more…
Clean the jupyter notebooks in a git repository
# Context The jupyter notebooks contain both code to execute, outputs and metada related with the notebook. Among those metadata, there is by example the number of times (“execution_count”) a given cell has been run. Below is an extract of a notebook file, with in bold some of the data…
How-to publish a DTK module / finish a git-flow feature
First, develop some feature in a branch, open a merge request. After it’s been reviewed and merged into develop: git checkout master git pull git checkout develop git pull So that the two synchronization branches are up to date. Now we have to choose a release tag according to the…
dtk coding style
Introduction This document describes the recommended coding style for dtk. This style is not mandatory, but to have consistent formatting of the source code files it is recommended to make use of it. dtk coding style follows the Qt coding style, with few differences desribed here after. Rules Indentation 4…
How to move directory from a git repo to another
This post is a copy from Matthias Schoettle’s blog Let us just moved one directory within a Git repository to a directory within another repository including its history. For example: repositoryA/ “`console ………../directoryToKeep ………../otherDirectory ………../someFile.ext repositoryB/ ………../someStuff The goal is to move directoryToKeep into repositoryB with its history, i.e., all…
