From c284d8a0fe25c3d81725097fd119eb35a44d0f61 Mon Sep 17 00:00:00 2001 From: jiyongjung Date: Wed, 25 Mar 2020 15:12:04 -0700 Subject: [PATCH] Converts svg images into png format. Fixes #1519. PiperOrigin-RevId: 302980384 --- README.md | 2 +- docs/guide/analysis.svg | 1 - docs/guide/diag_all.svg | 1 - docs/guide/feature_eng.svg | 1 - docs/guide/images/analysis.png | Bin 0 -> 25104 bytes docs/guide/images/component.png | Bin 0 -> 12152 bytes docs/guide/images/component.svg | 1 - docs/guide/images/diag_all.png | Bin 0 -> 26393 bytes docs/guide/images/feature_eng.png | Bin 0 -> 24861 bytes docs/guide/images/libraries_components.png | Bin 0 -> 14498 bytes docs/guide/images/train.png | Bin 0 -> 24738 bytes docs/guide/images/wrangling.png | Bin 0 -> 24743 bytes docs/guide/index.md | 16 ++++++++-------- docs/guide/inference.svg | 1 - docs/guide/libraries_components.svg | 1 - docs/guide/train.svg | 1 - docs/guide/wrangling.svg | 1 - 17 files changed, 9 insertions(+), 17 deletions(-) delete mode 100644 docs/guide/analysis.svg delete mode 100644 docs/guide/diag_all.svg delete mode 100644 docs/guide/feature_eng.svg create mode 100644 docs/guide/images/analysis.png create mode 100644 docs/guide/images/component.png delete mode 100644 docs/guide/images/component.svg create mode 100644 docs/guide/images/diag_all.png create mode 100644 docs/guide/images/feature_eng.png create mode 100644 docs/guide/images/libraries_components.png create mode 100644 docs/guide/images/train.png create mode 100644 docs/guide/images/wrangling.png delete mode 100644 docs/guide/inference.svg delete mode 100644 docs/guide/libraries_components.svg delete mode 100644 docs/guide/train.svg delete mode 100644 docs/guide/wrangling.svg diff --git a/README.md b/README.md index 6560a9c7a9..734bd4ddac 100644 --- a/README.md +++ b/README.md @@ -19,7 +19,7 @@ of component runs, input and output artifacts, and runtime configuration. This metadata backend enables advanced functionality like experiment tracking or warmstarting/resuming ML models from previous runs. -![TFX Components](https://raw.github.com/tensorflow/tfx/master/docs/guide/diag_all.svg?sanitize=true) +![TFX Components](https://raw.github.com/tensorflow/tfx/master/docs/guide/images/diag_all.png) ## Documentation diff --git a/docs/guide/analysis.svg b/docs/guide/analysis.svg deleted file mode 100644 index 37e94325a0..0000000000 --- a/docs/guide/analysis.svg +++ /dev/null @@ -1 +0,0 @@ -all_diagrams_2020TRAINING & EVAL DATAAIRFLOW RUNTIMEKUBEFLOW RUNTIMEOTHERStatisticsGenSchemaGenExampleValidatorTransformTrainerEvaluatorExampleGenTENSORFLOWSERVINGTENSORFLOWJSTENSORFLOWLITEPusher diff --git a/docs/guide/diag_all.svg b/docs/guide/diag_all.svg deleted file mode 100644 index 80cca8f806..0000000000 --- a/docs/guide/diag_all.svg +++ /dev/null @@ -1 +0,0 @@ -all_diagrams_2020TENSORFLOWSERVINGTRAINING & EVAL DATAAIRFLOW RUNTIMEKUBEFLOW 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main pieces: * Executor * Publisher -Component Anatomy +![Component Anatomy](images/component.png) #### Driver and Publisher @@ -161,7 +161,7 @@ will need to develop a `preprocessing_fn`. TFX includes both libraries and pipeline components. This diagram illustrates the relationships between TFX libraries and pipeline components: -![Libraries and Components](libraries_components.svg) +![Libraries and Components](images/libraries_components.png) TFX provides several Python packages that are the libraries which are used to create pipeline components. You'll use these libraries to create the components @@ -386,7 +386,7 @@ code once. ### Data Exploration, Visualization, and Cleaning -![Data Exploration, Visualization, and Cleaning](wrangling.svg) +![Data Exploration, Visualization, and Cleaning](images/wrangling.png) TFX pipelines typically begin with an [ExampleGen](examplegen.md) component, which accepts input data and formats it as tf.Examples. Often this is done after the @@ -437,7 +437,7 @@ dataset, and if necessary modify as required. ### Developing and Training Models -![Feature Engineering](feature_eng.svg) +![Feature Engineering](images/feature_eng.png) A typical TFX pipeline will include a [Transform](transform.md) component, which will perform feature engineering by leveraging the capabilities of the @@ -450,7 +450,7 @@ the Transform component if there is ever a possibility that these will also be present in data sent for inference requests. [There are some important considerations](train.md) when designing TensorFlow code for training in TFX. -![Modeling and Training](train.svg) +![Modeling and Training](images/train.png) The result of a Transform component is a SavedModel which will be imported and used in your modeling code in TensorFlow, during a [Trainer](trainer.md) @@ -479,7 +479,7 @@ tfma.export.export_eval_savedmodel( ### Analyzing and Understanding Model Performance -![Model Analysis](analysis.svg) +![Model Analysis](images/analysis.png) Following initial model development and training it's important to analyze and really understand you model's performance. A typical TFX pipeline will include @@ -527,7 +527,7 @@ inference requests. TFX supports deployment to three classes of deployment targets. Trained models which have been exported as SavedModels can be deployed to any or all of these deployment targets. -![Component Flow](diag_all.svg) +![Component Flow](images/diag_all.png) ### Inference: TensorFlow Serving diff --git a/docs/guide/inference.svg b/docs/guide/inference.svg deleted file mode 100644 index 598cd2cd6c..0000000000 --- a/docs/guide/inference.svg +++ /dev/null @@ -1 +0,0 @@ -all_diagramsINFERENCEREQUESTSOTHERStatisticsGenTransformExampleValidatorExampleGenTF.SERVINGTF.JS*TF.LITE**Note: TensorFlow JS and TensorFlow Lite deployments require separate ExampleGen implementationsAIRFLOW RUNTIMEKUBEFLOW RUNTIME \ No newline at end of file diff --git a/docs/guide/libraries_components.svg b/docs/guide/libraries_components.svg deleted file mode 100644 index edbea9e3e8..0000000000 --- a/docs/guide/libraries_components.svg +++ /dev/null @@ -1 +0,0 @@ -all_diagrams_2020DATA INGESTIONTENSORFLOWDATA VALIDATIONTENSORFLOWTRANSFORMESTIMATOR ORKERAS MODELTENSORFLOWMODEL ANALYSISVALIDATIONOUTCOMESTENSORFLOWSERVINGExampleGenSchemaGenTransformTrainerEvaluatorPusherModel ServerStatisticsGenExampleValidator diff --git a/docs/guide/train.svg b/docs/guide/train.svg deleted file mode 100644 index 9c7e4a776b..0000000000 --- a/docs/guide/train.svg +++ /dev/null @@ -1 +0,0 @@ -all_diagrams_2020TENSORFLOWSERVINGTRAINING & EVAL DATAAIRFLOW RUNTIMEKUBEFLOW RUNTIMEOTHERTENSORFLOWJSTENSORFLOWLITEStatisticsGenSchemaGenExampleValidatorTransformTrainerEvaluatorExampleGenPusher diff --git a/docs/guide/wrangling.svg b/docs/guide/wrangling.svg deleted file mode 100644 index a9ed3aa902..0000000000 --- a/docs/guide/wrangling.svg +++ /dev/null @@ -1 +0,0 @@ -all_diagrams_2020TRAINING & EVAL DATAAIRFLOW RUNTIMEKUBEFLOW RUNTIMEOTHERStatisticsGenSchemaGenExampleValidatorTransformEvaluatorExampleGenTrainerTENSORFLOWSERVINGTENSORFLOWJSTENSORFLOWLITEPusher