From 65b71d61e0da9af199113a4c6d1eb5ce06fbe3ec Mon Sep 17 00:00:00 2001 From: KevinMusgrave Date: Tue, 19 Dec 2023 17:07:36 -0500 Subject: [PATCH] Adds markdown-link-check github action, and fixes broken links --- .github/workflows/check_markdown_links.yaml | 14 ++++++++++++++ README.md | 2 +- blog/python_sdk_demo/README.md | 2 +- computer_vision/byol_pytorch/README.md | 2 +- computer_vision/cifar10_pytorch/README.md | 2 +- computer_vision/cifar10_pytorch/model_def.py | 2 +- computer_vision/cifar10_tf_keras/README.md | 2 +- .../cifar10_tf_keras/cifar_model.py | 2 +- computer_vision/cifar10_tf_keras/model_def.py | 2 +- deepspeed/cifar10_cpu_offloading/README.md | 2 +- deepspeed/cifar10_moe/README.md | 2 +- deepspeed/deepspeed_dcgan/README.md | 2 +- deepspeed/pipeline_parallelism/README.md | 2 +- gan/cyclegan/README.md | 4 ++-- gan/cyclegan/cyclegan.py | 2 +- gan/gan_mnist_pytorch/README.md | 2 +- gan/pix2pix_tf_keras/README.md | 6 +++--- .../images/batches_vs_time.jpg | Bin 0 -> 130896 bytes .../images/training_loss_vs_time.jpg | Bin 0 -> 164551 bytes .../images/validation_loss_vs_time.jpg | Bin 0 -> 168716 bytes .../huggingface/language-modeling/README.md | 6 +++--- .../huggingface/multiple-choice/README.md | 2 +- .../huggingface/question-answering/README.md | 4 ++-- .../huggingface/text-classification/README.md | 4 ++-- .../huggingface/token-classification/README.md | 2 +- model_hub/mmdetection/README.md | 10 +++++----- model_hub/mmdetection/fasterrcnn.yaml | 2 +- model_hub/mmdetection/maskrcnn.yaml | 2 +- model_hub/mmdetection/panoptic_fpn.yaml | 2 +- model_hub/mmdetection/yolov3.yaml | 2 +- nas/gaea_pytorch/README.md | 2 +- nlp/albert_squad_pytorch/README.md | 2 +- 32 files changed, 53 insertions(+), 39 deletions(-) create mode 100644 .github/workflows/check_markdown_links.yaml create mode 100644 gan/pix2pix_tf_keras/images/batches_vs_time.jpg create mode 100644 gan/pix2pix_tf_keras/images/training_loss_vs_time.jpg create mode 100644 gan/pix2pix_tf_keras/images/validation_loss_vs_time.jpg diff --git a/.github/workflows/check_markdown_links.yaml b/.github/workflows/check_markdown_links.yaml new file mode 100644 index 0000000..dd33901 --- /dev/null +++ b/.github/workflows/check_markdown_links.yaml @@ -0,0 +1,14 @@ +name: Check Markdown links +on: + pull_request: + branches: + - main + +jobs: + markdown-link-check: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@master + - uses: gaurav-nelson/github-action-markdown-link-check@v1 + with: + use-quiet-mode: 'yes' diff --git a/README.md b/README.md index efd1adc..e3e6143 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,7 @@ This repository contains a variety of Determined examples that are not actively | [cifar10\_pytorch\_inference](computer_vision/cifar10_pytorch_inference) | CIFAR-10 | PyTorch | | [cifar10\_tf\_keras](computer_vision/cifar10_tf_keras) | CIFAR-10 | TensorFlow (tf.keras) | | [fasterrcnn\_coco\_pytorch](computer_vision/fasterrcnn_coco_pytorch) | Penn-Fudan Dataset | PyTorch | -| [mmdetection\_pytorch](computer_vision/mmdetection_pytorch) | COCO | PyTorch | +| [mmdetection](model_hub/mmdetection) | COCO | PyTorch | | [detr\_coco\_pytorch](computer_vision/detr_coco_pytorch) | COCO | PyTorch | | [deformabledetr\_coco\_pytorch](computer_vision/deformabledetr_coco_pytorch) | COCO | PyTorch | | [iris\_tf\_keras](computer_vision/iris_tf_keras) | Iris Dataset | TensorFlow (tf.keras) | diff --git a/blog/python_sdk_demo/README.md b/blog/python_sdk_demo/README.md index 1248095..1d3aa7a 100644 --- a/blog/python_sdk_demo/README.md +++ b/blog/python_sdk_demo/README.md @@ -42,4 +42,4 @@ python determined_sdk_demo.py - [Wesley Turner](https://github.com/wes-turner) - [Kevin Musgrave](https://github.com/KevinMusgrave) -The code in the `medmnist_model` directory is based on the [`determined_medmnist_e2e`](https://github.com/ighodgao/determined_medmnist_e2e) repo by [Isha Ghodgaonkar](ighodgao). \ No newline at end of file +The code in the `medmnist_model` directory is based on the [`determined_medmnist_e2e`](https://github.com/ighodgao/determined_medmnist_e2e) repo by [Isha Ghodgaonkar](https://github.com/ighodgao). \ No newline at end of file diff --git a/computer_vision/byol_pytorch/README.md b/computer_vision/byol_pytorch/README.md index f90f502..740a233 100644 --- a/computer_vision/byol_pytorch/README.md +++ b/computer_vision/byol_pytorch/README.md @@ -3,7 +3,7 @@ This example shows how to perform self-supervised image classifier training with BYOL using Determined's PyTorch API. This example is based on the [byol-pytorch](https://github.com/lucidrains/byol-pytorch/tree/master/byol_pytorch) package. -Original BYOL paper: https://arxiv.org/abs/2006.0 +Original BYOL paper: https://arxiv.org/abs/2006.07733 Code and configuration details also sourced from the following BYOL implementations: - (JAX, paper authors) https://github.com/deepmind/deepmind-research/tree/master/byol diff --git a/computer_vision/cifar10_pytorch/README.md b/computer_vision/cifar10_pytorch/README.md index a27df7f..68c464b 100644 --- a/computer_vision/cifar10_pytorch/README.md +++ b/computer_vision/cifar10_pytorch/README.md @@ -2,7 +2,7 @@ This example shows how to build a simple CNN on the CIFAR-10 dataset using Determined's PyTorch API. This example is adapted from this [Keras CNN -example](https://github.com/fchollet/keras/blob/master/examples/cifar10_cnn.py). +example](https://github.com/keras-team/keras/blob/keras-2/examples/cifar10_cnn.py). ## Files * **model_def.py**: The core code for the model. This includes building and compiling the model. diff --git a/computer_vision/cifar10_pytorch/model_def.py b/computer_vision/cifar10_pytorch/model_def.py index 253fc4f..3e7193f 100644 --- a/computer_vision/cifar10_pytorch/model_def.py +++ b/computer_vision/cifar10_pytorch/model_def.py @@ -1,6 +1,6 @@ """ CNN on Cifar10 from Keras example: -https://github.com/fchollet/keras/blob/master/examples/cifar10_cnn.py +https://github.com/keras-team/keras/blob/keras-2/examples/cifar10_cnn.py """ import os import tempfile diff --git a/computer_vision/cifar10_tf_keras/README.md b/computer_vision/cifar10_tf_keras/README.md index 2b02dc0..8902b33 100644 --- a/computer_vision/cifar10_tf_keras/README.md +++ b/computer_vision/cifar10_tf_keras/README.md @@ -2,7 +2,7 @@ This example shows how to build a simple CNN on the CIFAR-10 dataset using Determined's tf.keras API. This example is adapted from this [Keras CNN - example](https://github.com/fchollet/keras/blob/master/examples/cifar10_cnn.py). + example](https://github.com/keras-team/keras/blob/keras-2/examples/cifar10_cnn.py). ## Files * **model_def.py**: Organizes the model and data-loaders into the Determined TFKerasTrial API. diff --git a/computer_vision/cifar10_tf_keras/cifar_model.py b/computer_vision/cifar10_tf_keras/cifar_model.py index a74f2ea..fd9c5eb 100644 --- a/computer_vision/cifar10_tf_keras/cifar_model.py +++ b/computer_vision/cifar10_tf_keras/cifar_model.py @@ -1,6 +1,6 @@ """ Original CIFAR-10 CNN Keras model code from: -https://github.com/fchollet/keras/blob/master/examples/cifar10_cnn.py. +https://github.com/keras-team/keras/blob/keras-2/examples/cifar10_cnn.py. """ import numpy as np diff --git a/computer_vision/cifar10_tf_keras/model_def.py b/computer_vision/cifar10_tf_keras/model_def.py index da1ad7f..84b738a 100644 --- a/computer_vision/cifar10_tf_keras/model_def.py +++ b/computer_vision/cifar10_tf_keras/model_def.py @@ -10,7 +10,7 @@ https://docs.determined.ai/latest/reference/api/keras.html https://www.tensorflow.org/guide/keras -Based on: https://github.com/fchollet/keras/blob/master/examples/cifar10_cnn.py +Based on: https://github.com/keras-team/keras/blob/keras-2/examples/cifar10_cnn.py """ from typing import Generator, List, Tuple diff --git a/deepspeed/cifar10_cpu_offloading/README.md b/deepspeed/cifar10_cpu_offloading/README.md index 44e0531..ba57729 100644 --- a/deepspeed/cifar10_cpu_offloading/README.md +++ b/deepspeed/cifar10_cpu_offloading/README.md @@ -1,6 +1,6 @@ # DeepSpeed CPU Offloading example This example is adapted from the -[CIFAR example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/cifar) +[CIFAR example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/training/cifar) repository. It is intended to show how to configure [ZeRO Stage 3 with CPU offloading](https://www.deepspeed.ai/tutorials/zero/) for a simple CNN network. diff --git a/deepspeed/cifar10_moe/README.md b/deepspeed/cifar10_moe/README.md index 39b9ca4..4219d49 100644 --- a/deepspeed/cifar10_moe/README.md +++ b/deepspeed/cifar10_moe/README.md @@ -1,6 +1,6 @@ # DeepSpeed CIFAR Example This example is adapted from the -[CIFAR example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/cifar) +[CIFAR example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/training/cifar) repository. It is intended to demonstrate a simple usecase of DeepSpeed with Determined. ## Files diff --git a/deepspeed/deepspeed_dcgan/README.md b/deepspeed/deepspeed_dcgan/README.md index de517f2..25f742b 100644 --- a/deepspeed/deepspeed_dcgan/README.md +++ b/deepspeed/deepspeed_dcgan/README.md @@ -1,6 +1,6 @@ # DeepSpeed CIFAR Example This example is adapted from the -[DCGAN example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/gan) +[DCGAN example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/training/gan) repository. It is intended to demonstrate a simple usecase of DeepSpeed with Determined. ## Files diff --git a/deepspeed/pipeline_parallelism/README.md b/deepspeed/pipeline_parallelism/README.md index 51ee275..1c42293 100644 --- a/deepspeed/pipeline_parallelism/README.md +++ b/deepspeed/pipeline_parallelism/README.md @@ -1,6 +1,6 @@ # DeepSpeed CIFAR Example This example is adapted from the -[pipeline parallelism example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/pipeline_parallelism) +[pipeline parallelism example in the DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples/tree/master/training/pipeline_parallelism) repository. It is intended to demonstrate a simple usecase of DeepSpeed's PipelineEngine with Determined. ## Files diff --git a/gan/cyclegan/README.md b/gan/cyclegan/README.md index 07bd4b0..d143b55 100644 --- a/gan/cyclegan/README.md +++ b/gan/cyclegan/README.md @@ -6,7 +6,7 @@ Determined implementation of [CycleGAN](https://github.com/eriklindernoren/PyTor - **determined_model_def.py** is the user model definition file for Determined-managed training. This file is ported from **cyclegan.py** to implement the - [Determined Pytorch API](https://docs.determined.ai/latest/reference/api/pytorch.html#pytorch-trial). + [Determined Pytorch API](https://docs.determined.ai/latest/model-dev-guide/api-guides/apis-howto/api-pytorch-ug.html#pytorch-trial). - **const.yaml** is the user configuration for Determined-managed training. - **startup-hook.sh** is the startup bash script that is used for downloading and extracting the training data. @@ -56,5 +56,5 @@ hyperparameters: * The throughput is unstable due to inter-node communication when the global batch size is 64 and the aggregation frequency is 1. Use a larger batch size or a larger aggregation frequency to increase the scaling efficiency of the throughput. See - [Effective Distributed Training](https://docs.determined.ai/latest/topic-guides/effective-distributed-training.html#effective-distributed-training) + [Distributed Training Performance Optimization](https://docs.determined.ai/latest/model-dev-guide/dtrain/dtrain-introduction.html#performance-optimization) for details. diff --git a/gan/cyclegan/cyclegan.py b/gan/cyclegan/cyclegan.py index b08027e..28c07ca 100644 --- a/gan/cyclegan/cyclegan.py +++ b/gan/cyclegan/cyclegan.py @@ -1,6 +1,6 @@ """ This file is not used in the Determined-managed training. We port this file to use the -Determined Pytorch API (https://docs.determined.ai/latest/reference/api/pytorch.html#pytorch-trial). +Determined Pytorch API (https://docs.determined.ai/latest/model-dev-guide/api-guides/apis-howto/api-pytorch-ug.html#pytorch-trial). """ import argparse import os diff --git a/gan/gan_mnist_pytorch/README.md b/gan/gan_mnist_pytorch/README.md index b8280d7..3dd616f 100644 --- a/gan/gan_mnist_pytorch/README.md +++ b/gan/gan_mnist_pytorch/README.md @@ -2,7 +2,7 @@ This example demonstrates how to build a simple GAN on the MNIST dataset using Determined's PyTorch API. This example is adapted from this [PyTorch Lightning GAN -example](https://github.com/PyTorchLightning/pytorch-lightning/blob/master/pl_examples/domain_templates/generative_adversarial_net.py). +example](https://github.com/Lightning-AI/pytorch-lightning/blob/master/examples/pytorch/domain_templates/generative_adversarial_net.py). ## Files * **model_def.py**: The core code for the model. This includes building and compiling the model. diff --git a/gan/pix2pix_tf_keras/README.md b/gan/pix2pix_tf_keras/README.md index ddd0bf8..de00d1e 100644 --- a/gan/pix2pix_tf_keras/README.md +++ b/gan/pix2pix_tf_keras/README.md @@ -40,6 +40,6 @@ The following image was created using a model trained with `const.yaml`. ## Results The following plots show differences in performance made when utilizing GPUs with the Determined distributed system. -![Cumulative Batches vs. Time](./images/batches_vs_time.png) -![Training Loss vs. Time](./images/training_loss_vs_time.png) -![Validation Loss vs. Time](./images/validation_loss_vs_time.png) \ No newline at end of file +![Cumulative Batches vs. Time](./images/batches_vs_time.jpg) +![Training Loss vs. Time](./images/training_loss_vs_time.jpg) +![Validation Loss vs. Time](./images/validation_loss_vs_time.jpg) \ No newline at end of file diff --git a/gan/pix2pix_tf_keras/images/batches_vs_time.jpg b/gan/pix2pix_tf_keras/images/batches_vs_time.jpg 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