From f44ebcaae9a86b46edd7d1e0bb6c8da3e66ac77e Mon Sep 17 00:00:00 2001 From: pollfly <75068813+pollfly@users.noreply.github.com> Date: Sun, 19 Dec 2021 12:34:06 +0200 Subject: [PATCH] add megengine example docs (#134) --- docs/fundamentals/logger.md | 4 +- .../frameworks/megengine/megengine_mnist.md | 54 ++++++++++++++++++ docs/img/examples_megengine_console.png | Bin 0 -> 191784 bytes docs/img/examples_megengine_mnist_config.png | Bin 0 -> 29162 bytes docs/img/examples_megengine_mnist_scalars.png | Bin 0 -> 70019 bytes docs/img/examples_megengine_models_1.png | Bin 0 -> 21926 bytes docs/img/examples_megengine_models_2.png | Bin 0 -> 52924 bytes sidebars.js | 5 +- 8 files changed, 59 insertions(+), 4 deletions(-) create mode 100644 docs/guides/frameworks/megengine/megengine_mnist.md create mode 100644 docs/img/examples_megengine_console.png create mode 100644 docs/img/examples_megengine_mnist_config.png create mode 100644 docs/img/examples_megengine_mnist_scalars.png create mode 100644 docs/img/examples_megengine_models_1.png create mode 100644 docs/img/examples_megengine_models_2.png diff --git a/docs/fundamentals/logger.md b/docs/fundamentals/logger.md index 454a0ac3..e07c4ddf 100644 --- a/docs/fundamentals/logger.md +++ b/docs/fundamentals/logger.md @@ -42,8 +42,10 @@ Check out some of ClearML's automatic reporting examples for supported packages: TensorFlow flags * [Tensorboard with PyTorch](../guides/frameworks/pytorch/pytorch_tensorboard.md) - logging TensorBoard scalars, debug samples, and text integrated into code that uses PyTorch -* [TensorBoardX](../guides/frameworks/tensorboardx/tensorboardx.md) - logging TensorBoardX scalars, debug +* TensorBoardX + * [TensorBoardX with Pytorch](../guides/frameworks/tensorboardx/tensorboardx.md) - logging TensorBoardX scalars, debug samples, and text in code using PyTorch + * [MegEngine MNIST](../guides/frameworks/megengine/megengine_mnist.md) - logging scalars using TensorBoardX's `SummaryWriter` * Matplotlib * [Matplotlib](../guides/frameworks/matplotlib/matplotlib_example.md) - logging scatter diagrams plotted with Matplotlib * [Matplotlib with PyTorch](../guides/frameworks/pytorch/pytorch_matplotlib.md) - logging debug images shown diff --git a/docs/guides/frameworks/megengine/megengine_mnist.md b/docs/guides/frameworks/megengine/megengine_mnist.md new file mode 100644 index 00000000..7897d9e3 --- /dev/null +++ b/docs/guides/frameworks/megengine/megengine_mnist.md @@ -0,0 +1,54 @@ +--- +title: MegEngine MNIST +--- + +The [megengine_mnist.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/megengine/megengine_mnist.py) +example demonstrates the integration of ClearML into code that uses [MegEngine](https://github.com/MegEngine/MegEngine) +and [TensorBoardX](https://github.com/lanpa/tensorboardX). ClearML automatically captures models saved with `megengine`. + +The example script does the following: +* Trains a simple deep neural network on MegEngine's built-in [MNIST](https://megengine.org.cn/doc/stable/en/reference/api/megengine.data.dataset.MNIST.html) + dataset. +* Creates a TensorBoardX `SummaryWriter` object to log scalars during training. +* Creates a ClearML experiment named `megengine mnist train`, which is associated with the `examples` project. + +## Hyperparameters + +ClearML automatically logs command line options defined with `argparse`. They appear in the experiment's **CONFIGURATIONS** +page under **HYPER PARAMETERS** **>** **Args**. + +![Configuration tab](../../../img/examples_megengine_mnist_config.png) + +## Scalars + +The example script's `train` function calls TensorBoardX's `SummaryWriter.add_scalar` method to report `loss`. +ClearML automatically captures the data that is added to the `SummaryWriter` object. + +These scalars can be visualized in plots, which appear in the ClearML [WebApp](../../../webapp/webapp_home.md), in the +experiment's **RESULTS** **>** **SCALARS** page. + + +![Scalars tab](../../../img/examples_megengine_mnist_scalars.png) + +## Models + +ClearML automatically captures the model logged using the `megengine.save` method, and saves it as an artifact. + +View saved snapshots in the experiment's **ARTIFACTS** tab. + +![Artifacts tab](../../../img/examples_megengine_models_1.png) + +To view the model details, click the model name in the **ARTIFACTS** page, which will open the model's info tab. Alternatively, download the model. + +The model info panel contains the model details, including: +* Model URL +* Framework +* Snapshot locations. + +![Model info panel](../../../img/examples_megengine_models_2.png) + +## Console + +All console output during the script’s execution appears in the experiment’s **RESULTS > CONSOLE** page. +![Console tab](../../../img/examples_megengine_console.png) + diff --git a/docs/img/examples_megengine_console.png b/docs/img/examples_megengine_console.png new file mode 100644 index 0000000000000000000000000000000000000000..99e507fc456457a89d7e761c9e9a88fe4dd7d0fb GIT binary patch literal 191784 zcmd42WmH{Tv!IOy37U`q8+Uhi2qZ{wNN{&|cXtUIoDej)ySs1PedF$%jW*}xyyv`k zboY<$d++!49AnE`W6n`)%~`9e=2Nx8YR^u#bzGU%;+AD~>-}Qu(#gU~wMWxRHF)88rFuz#s=2)NzG7jjhDSzy zYLSvNmEC+g?)IZUj6bPFvTrEbP)-0F3fr;|%0K|Mxg*NXy>~0+;PpeZ_Z)0v+hy7s zhn20ZEykO_TUdCqh8EP{hp}>)K~h#Q8y%1Ns1yu>ehV7DWofB; zB57rOfLcPrNVi__i7202CBMW3=#aV=ox!6n^*iUBL5l^$A@y$FMOj#cAXx-zR=pBr 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zTBzN>XQku673w|zr_q5d{hR+9aemsc@^2&VXa8aHiuoTVum8gxXmUX)A$Jc8kdao* ze~`1Zv;ZLxEbYcaa8>f)zs~eu8>h!B0{->;f5yuG|E6*O?+*VHvitvDrT?$1wDX8O YCuL+SC|d9u>FJ~R{)23#v{AtS0&W&1Pyhe` literal 0 HcmV?d00001 diff --git a/sidebars.js b/sidebars.js index 209f4d69..417e488b 100644 --- a/sidebars.js +++ b/sidebars.js @@ -67,11 +67,10 @@ module.exports = { {'Frameworks': [ {'Autokeras': ['guides/frameworks/autokeras/integration_autokeras', 'guides/frameworks/autokeras/autokeras_imdb_example']}, {'FastAI': ['guides/frameworks/fastai/fastai_with_tensorboard']}, - { - 'Keras': ['guides/frameworks/keras/jupyter', 'guides/frameworks/keras/keras_tensorboard'] - }, + {'Keras': ['guides/frameworks/keras/jupyter', 'guides/frameworks/keras/keras_tensorboard']}, {'LightGBM': ['guides/frameworks/lightgbm/lightgbm_example']}, {'Matplotlib': ['guides/frameworks/matplotlib/matplotlib_example']}, + {'MegEngine':['guides/frameworks/megengine/megengine_mnist']}, {'PyTorch': ['guides/frameworks/pytorch/pytorch_distributed_example', 'guides/frameworks/pytorch/pytorch_matplotlib', 'guides/frameworks/pytorch/pytorch_mnist', 'guides/frameworks/pytorch/pytorch_tensorboard', 'guides/frameworks/pytorch/pytorch_tensorboardx',