From 7aabd079390499ff1c34304a6cf90fe0689a67c8 Mon Sep 17 00:00:00 2001 From: KyleAMoore Date: Wed, 1 Jul 2020 09:49:28 -0500 Subject: [PATCH 1/5] Created DeepForge editor interface tutorial --- docs/fundamentals/artifacts_tab.png | Bin 0 -> 34840 bytes docs/fundamentals/custom_serializer.png | Bin 0 -> 24847 bytes docs/fundamentals/custom_utils.png | Bin 0 -> 89353 bytes docs/fundamentals/execute_pipeline.png | Bin 0 -> 35413 bytes docs/fundamentals/execution_finished.png | Bin 0 -> 25802 bytes docs/fundamentals/executions_tab.png | Bin 0 -> 234019 bytes docs/fundamentals/import_artifact.png | Bin 0 -> 28556 bytes docs/fundamentals/interface.rst | 105 +++++++++++++++++++++++ docs/fundamentals/interface_tabs.png | Bin 0 -> 4794 bytes docs/fundamentals/neural_network.png | Bin 0 -> 64711 bytes docs/fundamentals/pipeline_example.png | Bin 0 -> 26458 bytes docs/fundamentals/pipelines_tab.png | Bin 0 -> 70933 bytes docs/fundamentals/resources_tab.png | Bin 0 -> 23292 bytes docs/fundamentals/upload_artifact.png | Bin 0 -> 29416 bytes 14 files changed, 105 insertions(+) create mode 100644 docs/fundamentals/artifacts_tab.png create mode 100644 docs/fundamentals/custom_serializer.png create mode 100644 docs/fundamentals/custom_utils.png create mode 100644 docs/fundamentals/execute_pipeline.png create mode 100644 docs/fundamentals/execution_finished.png create mode 100644 docs/fundamentals/executions_tab.png create mode 100644 docs/fundamentals/import_artifact.png create mode 100644 docs/fundamentals/interface.rst create mode 100644 docs/fundamentals/interface_tabs.png create mode 100644 docs/fundamentals/neural_network.png create mode 100644 docs/fundamentals/pipeline_example.png create mode 100644 docs/fundamentals/pipelines_tab.png create mode 100644 docs/fundamentals/resources_tab.png create mode 100644 docs/fundamentals/upload_artifact.png diff --git a/docs/fundamentals/artifacts_tab.png b/docs/fundamentals/artifacts_tab.png new file mode 100644 index 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Information on the editing of nodes can be found in `Custom Operations `_ + +Pipelines are executed by clicking the yellow play button in the bottom right of the workspace. In the window that appears, you can name the execution, select a computation platform, and select a storage platform. The computation platform can either be SciServer's Compute service or a WebGME platform. The available storage platforms are SciServer's Files service and Amazon's S3 service. The provided storage option will be used for storing both the output objects defined in the pipeline, as well as all files used in execution of the pipeline. Login credentials will be required for SciServer computation service, either storage service, and each individual input node in the pipeline. + +.. figure:: execute_pipeline.png + :align: center + :width: 75% + +Executions +---------- +.. figure:: executions_tab.png + :align: center + :width: 75% + +This view allows the review of previous pipeline executions. Clicking on any execution will display any plotted data generated by the pipeline, and selecting multiple executions will display all of the selected plots together. Clicking the provided links will open either the associated pipeline or a trace of the execution (shown below). The blue icon in the top right of every node allows viewing the text output of that node. The execution trace can be viewed during execution to check the status of a running job. During execution, the color of a node indicates its current status. The possible statuses are: + +- **Dark gray**: Awaiting initialization +- **Light gray**: Awaiting execution +- **Yellow**: Currently executing +- **Green**: Successfully finished execution +- **Red**: Execution failed + +.. figure:: execution_finished.png + :align: center + :width: 50% + +Resources +--------- +.. figure:: resources_tab.png + :align: center + :width: 75% + +This view shows the available neural network resources available to your pipelines. From this view, resources can be created, deleted, and renamed. Resources are arranged by the deepforge system and cannot by manually reordered. + +.. figure:: neural_network.png + :align: center + :width: 50% + +As with pipelines, the neural networks are depicted as directed graphs. Each node in the graph corresponds to a single layer or operation in the network (information on operations can be found on the `keras website `_). Clicking on a node provides the ability to change the attributes of that layer, delete the layer, or add new layers before or after the current node. Many operations require that certain attributes be defined before use. The Conv2D node pictured above, for example, requires that the *filters* and *kernel_size* attributes be defined. If these are left as **, a visual indicator will show that there is an error to help prevent mistakes. In order to ease analysis and development, hovering over any connecting line will display the shape of the data as it moves between the given layers. + +Artifacts +--------- +.. figure:: artifacts_tab.png + :align: center + :width: 75% + +In this view, you can see all artifacts that are available to your pipelines. These artifacts can be used in any pipeline through the inclusion of the built in **Input** node. Artifacts are, by default, only supported in the form of either keras models (such as those created using the `keras.model.save_model `_ function) or python pickle objects. Other artifact types can also be used, but require the definition of a `custom serialization `_. A new artifact can be created in one of three ways. First, artifacts are automatically during the execution of any pipeline that includes the built-in **Output** node. Second, artifacts can be directly uploaded in this view using the red upload button in the bottom right of the workspace. Using this option will also upload the artifact to the storage platform specified in the popup window. Finally, artifacts that already exist in one of the storage platforms can be imported using the blue import button in the bottom right of the workspace. + +|import| |upload| + +.. |import| image:: import_artifact.png + :width: 45% +.. |upload| image:: upload_artifact.png + :width: 45% + + +Custom Utils +------------ +.. figure:: custom_utils.png + :align: center + :width: 75% + +This view allows the creation and editing of custom utility modules. Utilities created here can be imported into any pipeline node. For example, the *swarp_config_string* shown above can be printed out in a node using the following code: + +.. code-block:: python + + import utils.swarp_string as ss + print(ss.swarp_config_string) + +Custom Serialization +-------------------- +.. figure:: custom_serializer.png + :align: center + :width: 75% + +In this view, you can create custom serialization protocols for the creation and use of artifacts that are neither python pickle objects nor keras models. To create a serialization, you will need to define two functions, one for serialization and one for deserialization. These functions must then be passed as arguments to the *deepforge.serialization.register* function as shown in the commented code above. 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docs/examples/basic-io.png | Bin 0 -> 2794 bytes docs/examples/display-cifar.png | Bin 0 -> 4162 bytes docs/examples/display-rand-img.png | Bin 0 -> 2269 bytes docs/examples/download.png | Bin 0 -> 8081 bytes docs/examples/redshift.rst | 66 ++++++++++ docs/examples/rs-tutorial.rst | 163 ++++++++++++++++++++++++ docs/examples/train-basic.png | Bin 0 -> 8977 bytes docs/examples/train-compare.png | Bin 0 -> 14359 bytes docs/examples/train-single.png | Bin 0 -> 8222 bytes docs/index.rst | 8 ++ 11 files changed, 237 insertions(+) create mode 100644 docs/examples/application-pipelines.png create mode 100644 docs/examples/basic-io.png create mode 100644 docs/examples/display-cifar.png create mode 100644 docs/examples/display-rand-img.png create mode 100644 docs/examples/download.png create mode 100644 docs/examples/redshift.rst create mode 100644 docs/examples/rs-tutorial.rst create mode 100644 docs/examples/train-basic.png create mode 100644 docs/examples/train-compare.png create mode 100644 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diff --git a/docs/index.rst b/docs/index.rst index 4094cdf99..45b77bebd 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -17,6 +17,7 @@ Welcome to DeepForge's documentation! :maxdepth: 1 :caption: Fundamentals + fundamentals/interface.rst fundamentals/custom_operations.rst fundamentals/integration.rst @@ -29,6 +30,13 @@ Welcome to DeepForge's documentation! deployment/overview.rst deployment/native.rst +.. toctree:: + :maxdepth: 1 + :caption: Example Projects + + examples/rs-tutorial.rst + examples/redshift.rst + .. toctree:: :maxdepth: 1 :caption: Reference From 32c07e1b33592522153ce0cebd59d1833d216cc9 Mon Sep 17 00:00:00 2001 From: KyleAMoore Date: Wed, 15 Jul 2020 12:42:26 -0500 Subject: [PATCH 3/5] Made changes requested for PR #1740 --- docs/examples/redshift.rst | 12 +++++++----- docs/examples/rs-tutorial.rst | 15 +++++++++------ docs/fundamentals/interface.rst | 33 ++++++++++++++++++--------------- docs/index.rst | 2 +- 4 files changed, 35 insertions(+), 27 deletions(-) diff --git a/docs/examples/redshift.rst b/docs/examples/redshift.rst index 929303d4f..4b7a02588 100644 --- a/docs/examples/redshift.rst +++ b/docs/examples/redshift.rst @@ -1,10 +1,12 @@ -Redshift Example Project -======================== +Redshift Estimation +=================== -This branch provides a small collection of generalized pipelines for the training and utilization of red-shift estimation models. This branch is designed to allow simple use by only requiring that the configuration parameters of individual nodes be defined where necessary. The most involved alterations that should be necessary for most users is the definition of additional architectures in the **Resources** tab. It should be noted that any newly defined architecture should have an output length and input shape that match the *num_bins* and *input_shape* configuration parameters being used in the various pipelines. +The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **redshift-example.webgmex** -Pipeline list -------------- +This project provides a small collection of generalized pipelines for the training and utilization of redshift estimation models. This branch is designed to allow simple use by only requiring that the configuration parameters of individual nodes be defined where necessary. The most involved alterations that should be necessary for most users is the definition of additional architectures in the **Resources** tab. It should be noted that any newly defined architecture should have an output length and input shape that match the *num_bins* and *input_shape* configuration parameters being used in the various pipelines. + +Pipeline Overview +----------------- * `Train Test Single`_ * `Train Test Compare`_ diff --git a/docs/examples/rs-tutorial.rst b/docs/examples/rs-tutorial.rst index e5c8d8c9a..41af29f0d 100644 --- a/docs/examples/rs-tutorial.rst +++ b/docs/examples/rs-tutorial.rst @@ -1,8 +1,9 @@ Tutorial Project - Redshift =========================== +The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **redshift-tutorial.webgmex** -Pipeline list -------------- +Pipeline Overview +----------------- 1. `Basic Input/Output`_ 2. `Display Random Image`_ 3. `Display Random CIFAR-10`_ @@ -21,6 +22,8 @@ Basic Input/Output ~~~~~~~~~~~~~~~~~~ This pipeline provides one of the simplest examples of a pipeline possible in DeepForge. Its sole purpose is to create an array of numbers, pass the array from the first node to the second node, and print the array to the output console. +The **Output** operation shown is a special built-in operation that will save the data that is provided to it to the selected storage backend. This data will then be available within the same project as an artifact and can be accessed by other pipelines using the special built-in **Input** operation. + .. figure:: basic-io.png :align: center @@ -134,13 +137,13 @@ Train-Test .. figure:: train-basic.png :align: center -This pipeline provides an example of how one might train and evaluate a redshift estimation model.For the training process, there are two primary additions that should be noted. +This pipeline provides an example of how one might train and evaluate a redshift estimation model. In particular, the procedure implemented here is a simplified version of work by `Pasquet et. al. (2018) `_. For readers unfamiliar with cosmological redshift, `this article `_ provides a simple and brief introduction to the topic. For the training process, there are two primary additions that should be noted. -First, the **Train** class has been given a function named **to_categorical**. Because we are using categorization models for redshift estimation in this tutorial, the keras model expects the output labels to be either one-hot vectors or a single integer where the position/value indicates the range in which the true redshift value falls. This function converts the continuous redshift values into the necessary discrete, categorical format. +First, the **Train** class has been given a function named **to_categorical**. In line with the Paquet et. al. method linked above, this tutorial uses a classification model rather than a regression model for estimation. Because we are using classification models, the keras model expects the output labels to be either one-hot vectors or a single integer where the position/value indicates the range in which the true redshift value falls. This function converts the continuous redshift values into the necessary discrete, categorical format. -Second, a class has been provided to give examples of how researchers may dene their own Sequence for training. Sequences are helpful in that they allow alterations to be made to the data during3 training. In the example given here, the **SdssSequence** class provides the ability to rotate or flip images before every epoch, which will hopefully improve the robustness of the final model. +Second, a class has been provided to give examples of how researchers may define their own `keras Sequence `_ for training. Sequences are helpful in that they allow alterations to be made to the data during training. In the example given here, the **SdssSequence** class provides the ability to rotate or flip images before every epoch, which will hopefully improve the robustness of the final model. -The evaluation node has also been updated to provide metrics more in line with redshift estimation. Specifically, it calculates the fraction of outlier predictions, the model’s prediction bias, thedeviation in the MAD scores of the model output, and the average Continuous Ranked Probability Score (CRPS) of the output. +The evaluation node has also been updated to provide metrics more in line with redshift estimation. Specifically, it calculates the fraction of outlier predictions, the model’s prediction bias, the deviation in the MAD scores of the model output, and the average Continuous Ranked Probability Score (CRPS) of the output. .. Visualize Predictions diff --git a/docs/fundamentals/interface.rst b/docs/fundamentals/interface.rst index fd0bfda4c..bc01f11e5 100644 --- a/docs/fundamentals/interface.rst +++ b/docs/fundamentals/interface.rst @@ -1,5 +1,5 @@ -Deepforge Interface -=================== +Interface Overview +================== The Deepforge editor interface is separated into six views for defining all of the necessary features of your desired project. The details of each interface tab are detailed below. You can switch to any of the views at any time by clicking the appropriate icon on the left side of the screen. In order, the tabs are: +---------------+--------------------------+ @@ -19,7 +19,7 @@ Pipelines :align: center :width: 75% -In the initial view, all pipelines that currently exist in the project are displayed. New pipelines can be created using the red plus symbol in the bottom right. From this screen, existing pipelines can also be opened for editing, deleted, or renamed. Pipelines in this list are arranged automatically by the system and cannot be manually reordered in the current implementation. +In the initial view, all pipelines that currently exist in the project are displayed. New pipelines can be created using the floating red button in the bottom right. From this screen, existing pipelines can also be opened for editing, deleted, or renamed. Pipeline editing ~~~~~~~~~~~~~~~~ @@ -27,9 +27,9 @@ Pipeline editing :align: center :width: 50% -Pipelines are composed of a directed graph of nodes, where each node is an isolated python module. Nodes are added to a pipeline using the red plus button in the bottom right of the workspace. Any nodes that have previously been defined in the project can be added to the pipeline, or new operations can be created when needed. Arrows in the workspace indicate the passing of data between nodes. These arrows can be created by clicking on the desired output (bottom circles) of the first node before clicking on the desired input (top circles) of the second node. Clicking on a node also gives the options to delete (red X), edit (blue ), or change attributes. Information on the editing of nodes can be found in `Custom Operations `_ +Deepforge pipelines are directed acyclic graphs of operations, where each operation is an isolated python module. Operations are added to a pipeline using the red plus button in the bottom right of the workspace. Any operations that have previously been defined in the project can be added to the pipeline, or new operations can be created when needed. Arrows in the workspace indicate the passing of data between operations. These arrows can be created by clicking on the desired output (bottom circles) of the first operation before clicking on the desired input (top circles) of the second operation. Clicking on a operation also gives the options to delete (red X), edit (blue ), or change attributes. Information on the editing of operations can be found in `Custom Operations `_ -Pipelines are executed by clicking the yellow play button in the bottom right of the workspace. In the window that appears, you can name the execution, select a computation platform, and select a storage platform. The computation platform can either be SciServer's Compute service or a WebGME platform. The available storage platforms are SciServer's Files service and Amazon's S3 service. The provided storage option will be used for storing both the output objects defined in the pipeline, as well as all files used in execution of the pipeline. Login credentials will be required for SciServer computation service, either storage service, and each individual input node in the pipeline. +Pipelines are executed by clicking the yellow play button in the bottom right of the workspace. In the window that appears, you can name the execution, select a computation platform, and select a storage platform. Computation platforms specify what the compute resources used for execution of the operations, such as `SciServer Compute `_, will be. Supported storage platforms, such as endpoints with an S3-compatible API, are used to store intermediate and output data. The provided storage option will be used for storing both the output objects defined in the pipeline, as well as all files used in execution of the pipeline. .. figure:: execute_pipeline.png :align: center @@ -41,13 +41,14 @@ Executions :align: center :width: 75% -This view allows the review of previous pipeline executions. Clicking on any execution will display any plotted data generated by the pipeline, and selecting multiple executions will display all of the selected plots together. Clicking the provided links will open either the associated pipeline or a trace of the execution (shown below). The blue icon in the top right of every node allows viewing the text output of that node. The execution trace can be viewed during execution to check the status of a running job. During execution, the color of a node indicates its current status. The possible statuses are: +This view allows the review of previous pipeline executions. Clicking on any execution will display any plotted data generated by the pipeline, and selecting multiple executions will display all of the selected plots together. Clicking the provided links will open either the associated pipeline or a trace of the execution (shown below). The blue icon in the top right of every operation allows viewing the text output of that operation. The execution trace can be viewed during execution to check the status of a running job. During execution, the color of a operation indicates its current status. The possible statuses are: -- **Dark gray**: Awaiting initialization -- **Light gray**: Awaiting execution -- **Yellow**: Currently executing -- **Green**: Successfully finished execution -- **Red**: Execution failed +- **Dark gray**: Pending Execution +- **Light gray**: Execution Queued +- **Yellow**: Execution in Progress +- **Orange**: Execution Cancelled +- **Green**: Successfully Finished Execution +- **Red**: Execution Failed .. figure:: execution_finished.png :align: center @@ -59,13 +60,13 @@ Resources :align: center :width: 75% -This view shows the available neural network resources available to your pipelines. From this view, resources can be created, deleted, and renamed. Resources are arranged by the deepforge system and cannot by manually reordered. +This view shows the resources available for use in pipelines. Different types of resources are made available through DeepForge extensions and enable the introduction of new concepts into the project. One such example is `deepforge-keras `_ which enables users to make neural networks architectures with a custom visual editor. The created architectures can then be referenced and used by operations for tasks such as training.From this view, resources can be created, deleted, and renamed. Resources are arranged by the deepforge system and cannot by manually reordered. .. figure:: neural_network.png :align: center :width: 50% -As with pipelines, the neural networks are depicted as directed graphs. Each node in the graph corresponds to a single layer or operation in the network (information on operations can be found on the `keras website `_). Clicking on a node provides the ability to change the attributes of that layer, delete the layer, or add new layers before or after the current node. Many operations require that certain attributes be defined before use. The Conv2D node pictured above, for example, requires that the *filters* and *kernel_size* attributes be defined. If these are left as **, a visual indicator will show that there is an error to help prevent mistakes. In order to ease analysis and development, hovering over any connecting line will display the shape of the data as it moves between the given layers. +As with pipelines, the neural networks are depicted as directed graphs. Each node in the graph corresponds to a single layer or operation in the network (information on operations can be found on the `keras website `_). Clicking on a layer provides the ability to change the attributes of that layer, delete the layer, or add new layers before or after the current layer. Many operations require that certain attributes be defined before use. The Conv2D operation pictured above, for example, requires that the *filters* and *kernel_size* attributes be defined. If these are left as **, a visual indicator will show that there is an error to help prevent mistakes. In order to ease analysis and development, hovering over any connecting line will display the shape of the data as it moves between the given layers. Artifacts --------- @@ -73,7 +74,9 @@ Artifacts :align: center :width: 75% -In this view, you can see all artifacts that are available to your pipelines. These artifacts can be used in any pipeline through the inclusion of the built in **Input** node. Artifacts are, by default, only supported in the form of either keras models (such as those created using the `keras.model.save_model `_ function) or python pickle objects. Other artifact types can also be used, but require the definition of a `custom serialization `_. A new artifact can be created in one of three ways. First, artifacts are automatically during the execution of any pipeline that includes the built-in **Output** node. Second, artifacts can be directly uploaded in this view using the red upload button in the bottom right of the workspace. Using this option will also upload the artifact to the storage platform specified in the popup window. Finally, artifacts that already exist in one of the storage platforms can be imported using the blue import button in the bottom right of the workspace. +In this view, you can see all artifacts that are available to your pipelines. These artifacts can be used in any pipeline through the inclusion of the built in **Input** operation. Artifacts are pieces of saved data that may be associated with some Python data type. Any arbitrary type of data may be used for creating an artifact, but If a data type is not specified, or if a data type is not provided with a `custom serialization `_, the artifact will be treated as a `pickle object `_. If you have data that cannot be opened with Python's pickle module, you will need to create a custom serialization as described below. Some deepforge extenstions may also support additional data types by default. Deepforge-keras, for example, supports saved keras models, in addition to the standard pickle objects, without the need for custome serializtion. + +A new artifact can be created in one of three ways. First, artifacts are automatically created during the execution of any pipeline that includes the built-in **Output** operation. Second, artifacts can be directly uploaded in this view using the red upload button in the bottom right of the workspace. Using this option will also upload the artifact to the storage platform specified in the popup window. Finally, artifacts that already exist in one of the storage platforms can be imported using the blue import button in the bottom right of the workspace. |import| |upload| @@ -89,7 +92,7 @@ Custom Utils :align: center :width: 75% -This view allows the creation and editing of custom utility modules. Utilities created here can be imported into any pipeline node. For example, the *swarp_config_string* shown above can be printed out in a node using the following code: +This view allows the creation and editing of custom utility modules. Utilities created here can be imported into any pipeline operation. For example, the *swarp_config_string* shown above can be printed out in a operation using the following code: .. code-block:: python diff --git a/docs/index.rst b/docs/index.rst index 45b77bebd..5a5692426 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -32,7 +32,7 @@ Welcome to DeepForge's documentation! .. toctree:: :maxdepth: 1 - :caption: Example Projects + :caption: Tutorials and Example Projects. examples/rs-tutorial.rst examples/redshift.rst From a851670a73cdea628b824e81c2d8387cfe41e3f5 Mon Sep 17 00:00:00 2001 From: KyleAMoore Date: Tue, 21 Jul 2020 14:02:41 -0500 Subject: [PATCH 4/5] Updated github repo url --- docs/examples/redshift.rst | 2 +- docs/examples/rs-tutorial.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/examples/redshift.rst b/docs/examples/redshift.rst index 4b7a02588..8503be4a4 100644 --- a/docs/examples/redshift.rst +++ b/docs/examples/redshift.rst @@ -1,7 +1,7 @@ Redshift Estimation =================== -The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **redshift-example.webgmex** +The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **Redshift-Application.webgmex** This project provides a small collection of generalized pipelines for the training and utilization of redshift estimation models. This branch is designed to allow simple use by only requiring that the configuration parameters of individual nodes be defined where necessary. The most involved alterations that should be necessary for most users is the definition of additional architectures in the **Resources** tab. It should be noted that any newly defined architecture should have an output length and input shape that match the *num_bins* and *input_shape* configuration parameters being used in the various pipelines. diff --git a/docs/examples/rs-tutorial.rst b/docs/examples/rs-tutorial.rst index 41af29f0d..fd66f3b2b 100644 --- a/docs/examples/rs-tutorial.rst +++ b/docs/examples/rs-tutorial.rst @@ -1,6 +1,6 @@ Tutorial Project - Redshift =========================== -The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **redshift-tutorial.webgmex** +The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **Redshift-Tutorial.webgmex** Pipeline Overview ----------------- From 0885cbc418a100c0a1e3170779ca4714a8782b46 Mon Sep 17 00:00:00 2001 From: KyleAMoore Date: Tue, 21 Jul 2020 14:32:00 -0500 Subject: [PATCH 5/5] Fixed numerous typos --- docs/examples/redshift.rst | 6 +++--- docs/examples/rs-tutorial.rst | 4 ++-- docs/fundamentals/interface.rst | 8 ++++---- 3 files changed, 9 insertions(+), 9 deletions(-) diff --git a/docs/examples/redshift.rst b/docs/examples/redshift.rst index 8503be4a4..41ed4ad54 100644 --- a/docs/examples/redshift.rst +++ b/docs/examples/redshift.rst @@ -1,9 +1,9 @@ Redshift Estimation =================== -The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **Redshift-Application.webgmex** +The project described on this page can be found in the `examples repo `_ on GitHub under the name **Redshift-Application.webgmex** -This project provides a small collection of generalized pipelines for the training and utilization of redshift estimation models. This branch is designed to allow simple use by only requiring that the configuration parameters of individual nodes be defined where necessary. The most involved alterations that should be necessary for most users is the definition of additional architectures in the **Resources** tab. It should be noted that any newly defined architecture should have an output length and input shape that match the *num_bins* and *input_shape* configuration parameters being used in the various pipelines. +This project provides a small collection of generalized pipelines for the training and utilization of redshift estimation models. This project is designed to allow simple use by only requiring that the configuration parameters of individual nodes be defined where necessary. The most involved alterations that should be necessary for most users is the definition of additional architectures in the **Resources** tab. It should be noted that any newly defined architecture should have an output length and input shape that match the *num_bins* and *input_shape* configuration parameters being used in the various pipelines. Pipeline Overview ----------------- @@ -29,7 +29,7 @@ Pipelines Train Test Single ~~~~~~~~~~~~~~~~~ -Trains and evaluates a single CNN model. Uses predefined artifacts that contain the training and testing data. For this and all training pipelines, the artifacts should each contain a single numpy array. Input arrays should be a 4D array of shape **(n, y, x, c)** where n=number of images, y=image height,x=image width, and c=number of color channels. Output (label) arrays should be of shape **(n,)** . +Trains and evaluates a single CNN model. Uses predefined artifacts that contain the training and testing data. For this and all training pipelines, the artifacts should each contain a single numpy array. Input arrays should be a 4D array of shape **(n, y, x, c)** where n=number of images, y=image height, x=image width, and c=number of color channels. Output (label) arrays should be of shape **(n,)** . .. Visualize Predictions .. ~~~~~~~~~~~~~~~~~~~~~ diff --git a/docs/examples/rs-tutorial.rst b/docs/examples/rs-tutorial.rst index fd66f3b2b..20fb93951 100644 --- a/docs/examples/rs-tutorial.rst +++ b/docs/examples/rs-tutorial.rst @@ -1,6 +1,6 @@ Tutorial Project - Redshift =========================== -The project described on this page can be found in the `deepforge examples repository `_ on GitHub under the name **Redshift-Tutorial.webgmex** +The project described on this page can be found in the `examples repo `_ on GitHub under the name **Redshift-Tutorial.webgmex** Pipeline Overview ----------------- @@ -66,7 +66,7 @@ Display Random CIFAR-10 .. figure:: display-cifar.png :align: center -As with the previous pipeline, this pipeline simply displays a single image. The image from this pipeline, however, is more meaningful, as it is drawn from the commonly used CIFAR-10 dataset. This pipeline seeks to provide an example of the input being used in the next pipeline while providing an example of how the data can be obtained. This is important for users who seek to develop their own pipelines, as CIFAR-10 data generally serves as an effective baseline for testing and development of new CNN architectures or training processes. +As with the previous pipeline, this pipeline simply displays a single image. The image from this pipeline, however, is more meaningful, as it is drawn from the commonly used `CIFAR-10 dataset `_. This pipeline seeks to provide an example of the input being used in the next pipeline while providing an example of how the data can be obtained. This is important for users who seek to develop their own pipelines, as CIFAR-10 data generally serves as an effective baseline for testing and development of new CNN architectures or training processes. Also note, as shown in the figure above, that it is not necessary to utilize all of the outputs of a given node. Unless specifically handled, however, it is generally inappropriate for an input to be left undefined. diff --git a/docs/fundamentals/interface.rst b/docs/fundamentals/interface.rst index bc01f11e5..b64a6c478 100644 --- a/docs/fundamentals/interface.rst +++ b/docs/fundamentals/interface.rst @@ -1,6 +1,6 @@ Interface Overview ================== -The Deepforge editor interface is separated into six views for defining all of the necessary features of your desired project. The details of each interface tab are detailed below. You can switch to any of the views at any time by clicking the appropriate icon on the left side of the screen. In order, the tabs are: +The DeepForge editor interface is separated into six views for defining all of the necessary features of your desired project. The details of each interface tab are detailed below. You can switch to any of the views at any time by clicking the appropriate icon on the left side of the screen. In order, the tabs are: +---------------+--------------------------+ | |tabs| | - Pipelines_ | @@ -27,7 +27,7 @@ Pipeline editing :align: center :width: 50% -Deepforge pipelines are directed acyclic graphs of operations, where each operation is an isolated python module. Operations are added to a pipeline using the red plus button in the bottom right of the workspace. Any operations that have previously been defined in the project can be added to the pipeline, or new operations can be created when needed. Arrows in the workspace indicate the passing of data between operations. These arrows can be created by clicking on the desired output (bottom circles) of the first operation before clicking on the desired input (top circles) of the second operation. Clicking on a operation also gives the options to delete (red X), edit (blue ), or change attributes. Information on the editing of operations can be found in `Custom Operations `_ +DeepForge pipelines are directed acyclic graphs of operations, where each operation is an isolated python module. Operations are added to a pipeline using the red plus button in the bottom right of the workspace. Any operations that have previously been defined in the project can be added to the pipeline, or new operations can be created when needed. Arrows in the workspace indicate the passing of data between operations. These arrows can be created by clicking on the desired output (bottom circles) of the first operation before clicking on the desired input (top circles) of the second operation. Clicking on a operation also gives the options to delete (red X), edit (blue ), or change attributes. Information on the editing of operations can be found in `Custom Operations `_ Pipelines are executed by clicking the yellow play button in the bottom right of the workspace. In the window that appears, you can name the execution, select a computation platform, and select a storage platform. Computation platforms specify what the compute resources used for execution of the operations, such as `SciServer Compute `_, will be. Supported storage platforms, such as endpoints with an S3-compatible API, are used to store intermediate and output data. The provided storage option will be used for storing both the output objects defined in the pipeline, as well as all files used in execution of the pipeline. @@ -60,7 +60,7 @@ Resources :align: center :width: 75% -This view shows the resources available for use in pipelines. Different types of resources are made available through DeepForge extensions and enable the introduction of new concepts into the project. One such example is `deepforge-keras `_ which enables users to make neural networks architectures with a custom visual editor. The created architectures can then be referenced and used by operations for tasks such as training.From this view, resources can be created, deleted, and renamed. Resources are arranged by the deepforge system and cannot by manually reordered. +This view shows the resources available for use in pipelines. Different types of resources are made available through DeepForge extensions and enable the introduction of new concepts into the project. One such example is `deepforge-keras `_ which enables users to make neural networks architectures with a custom visual editor. The created architectures can then be referenced and used by operations for tasks such as training. From this view, resources can be created, deleted, and renamed. .. figure:: neural_network.png :align: center @@ -74,7 +74,7 @@ Artifacts :align: center :width: 75% -In this view, you can see all artifacts that are available to your pipelines. These artifacts can be used in any pipeline through the inclusion of the built in **Input** operation. Artifacts are pieces of saved data that may be associated with some Python data type. Any arbitrary type of data may be used for creating an artifact, but If a data type is not specified, or if a data type is not provided with a `custom serialization `_, the artifact will be treated as a `pickle object `_. If you have data that cannot be opened with Python's pickle module, you will need to create a custom serialization as described below. Some deepforge extenstions may also support additional data types by default. Deepforge-keras, for example, supports saved keras models, in addition to the standard pickle objects, without the need for custome serializtion. +In this view, you can see all artifacts that are available to your pipelines. These artifacts can be used in any pipeline through the inclusion of the built in **Input** operation. Artifacts are pieces of saved data that may be associated with some Python data type. Any arbitrary type of data may be used for creating an artifact, but if a data type is not specified, or if a data type is not provided with a `custom serialization `_, the artifact will be treated as a `pickle object `_. If you have data that cannot be opened with Python's pickle module, you will need to create a custom serialization as described below. Some deepforge extenstions may also support additional data types by default. DeepForge-Keras, for example, supports saved keras models, in addition to the standard pickle objects, without the need for custom serialization. A new artifact can be created in one of three ways. First, artifacts are automatically created during the execution of any pipeline that includes the built-in **Output** operation. Second, artifacts can be directly uploaded in this view using the red upload button in the bottom right of the workspace. Using this option will also upload the artifact to the storage platform specified in the popup window. Finally, artifacts that already exist in one of the storage platforms can be imported using the blue import button in the bottom right of the workspace.