From 131a10840b4311222de58150a7ed46dbc8fd095a Mon Sep 17 00:00:00 2001 From: mraunak Date: Fri, 4 Jun 2021 11:11:38 -0400 Subject: [PATCH 01/81] To Modify Docs update --- README.md | 398 ------------------ docs/generate.py | 2 +- docs/sphinx/source/Image/logo_light_bg.png | Bin 0 -> 90108 bytes .../api}/MDF_function_specifications.md | 44 +- docs/sphinx/source/api/mdf.rst | 17 + docs/sphinx/source/conf.py | 35 +- docs/sphinx/source/index.rst | 21 +- setup.py | 3 + src/modeci_mdf/mdf.py | 391 ++++++++++++----- tests/test_model.py | 90 +++- 10 files changed, 469 insertions(+), 532 deletions(-) delete mode 100644 README.md create mode 100644 docs/sphinx/source/Image/logo_light_bg.png rename docs/{ => sphinx/source/api}/MDF_function_specifications.md (54%) diff --git a/README.md b/README.md deleted file mode 100644 index 6f7a3286..00000000 --- a/README.md +++ /dev/null @@ -1,398 +0,0 @@ -[![Build Status](https://travis-ci.com/ModECI/MDF.svg?branch=main)](https://travis-ci.com/ModECI/MDF) -[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) - -# ModECI Model Description Format (MDF) - -**Work in progress!!! See the [open issues related to the specification](https://github.com/ModECI/MDF/issues?q=is%3Aissue+is%3Aopen+label%3Aspecification) or go [here](https://modeci.github.io/Website/About.html) to get in contact regarding MDF.** - -*The MDF format was first proposed following a meeting organised at Princeton in July 2019 by Russ Poldrack of the Center for Reproducible Neuroscience (CRN) at Stanford and the [Brain Imaging Data Standard (BIDS)](https://bids.neuroimaging.io/) initiative. For more on the previous work in this area, see [here](https://github.com/OpenSourceBrain/PsyNeuLinkShowcase/tree/master/BIDS-MDF).* - - -Overview --------- - -The purpose of the MDF is to provide a standard, JSON-based format (though other serializations like YAML, HDF5 are envisioned) -for describing computational models of brain and/or mental function. The goal is to provide a common exchange format that allows models created in one -environment that supports the standard to be expressed in a form - and in sufficient detail - that it can be -imported into another modeling environment that supports the standard, and then executed in that environment with -identical results (within a certain tolerance), and/or integrated with other models in that environment. - -The format assumes that models can be expressed as graphs, in which each **node** is a computational component, and **edges** -specify connections between them that (at least partially) determine the flow of computation. In this respect, -they are similar to more generic forms of computational graphs. However, the standard supports the expression of -more specific elements within nodes and edges that are central to models of brain function (e.g., the inclusion of -**ports** in nodes that are dedicated to processing the input and/or output of a node; and the **weight** and/or **function** -of an edge that allows it to do more than simply relay information unmodified from one node to another. Finally, the -standard allows elements that are specific to a particular modeling environment to be expressed in a circumscribed -form, so that the format can be used to "serialize" models from that environment, and makes them accessible to other -environments that specifically support those constructs from the origin environment. This latter capability provides -a way not only for extending the standard to accommodate the specific needs of individual environments, but also as a -path toward extending the standard: recurring extensions that serve similar purposes help identify targets for the -definition of new components of the core standard itself. - -The format is currently under development, and should be considered a prototype for a more complete standard. -Among the targets for extension are standards for specifying process control flow. At present, to execute a model -specified in the format, the environment must either assume that process control flow is determined by the structure -of the graph (i.e., edges are directed, the graph is acyclic, and nodes execute in the order of dependencies), or -that process control flow is specified in environment-specific entries. A goal of further development is to provide -standard ways of expressing both time-based and condition-based specifications for execution timing and order. Progress on this topic is outlined under [Conditions](#conditions) and [Graphs](#graphs) below. - -Basic Constructs ----------------- - -MDF assumes that a model can be expressed as a **graph** made up of the following four basic types of -objects: - -* **nodes** - the basic computational elements of a model; - -* **edges** - directed connections between **nodes** that help determine the flow of computations; - -* **ports** - specifically **input_ports** and **output_ports**: components that belong to a **node** and mediate its **functions** and its incoming and outgoing - **edge(s)**; - -* **functions** - can belong to any of the other components, and specify the particular computation(s) carried - out by that component. - -In addition, the standard allows the specification of **parameters** for **nodes**, **edges** and **ports**, -**arguments** for **functions**, and run **conditions**. The format for specifying these components is described below. - -Overall structure ------------------ - -MDF is a hierarchically organized format using JSON-compliant syntax, that can be used to describe one or -more models in a single text file. Equivalent (lossless) serializations of the format in YAML and other -format will be supported, but the language elements are described below using JSON for clarity. - -The outermost level of the specification is a dictionary with a single entry named -``graphs``, the value of which is a list of **graph** objects. Each **graph** object is a dictionary that -defines a single model. Each **graph** dictionary must have at least two entries, named ``nodes`` and ``edges``, -each of which is a dictionary with entries describing the **nodes** and **edges** of the graph, respectively. -Each entry in the **node** and **edge** dictionaries must be another dictionary that contains object-specific -entries. The ``nodes`` dictionary, in addition to entries describing nodes, can also contain entries that are -themselves graphs, which can be used to describe hierarchically-structured models. In addition to the ``nodes`` -and ``edges`` entries, a ``graph`` object can have additional entries, some of which are generic (such as the ``names`` -entry in the example below; see ``Entries common to all objects`` for a full listing); it can also include a -``parameters`` entry, that contains specifications required by specific environments. The following provides an -example of the overall scheme of a MDF specification: - -[//]: # "Should we add schedulers as a standard/generic parameter type to deal with aspects of computational flow -that are not determined by the structure of the graph itself??; controller is another example of this (that we have - added below to show how it would be done... but should probably be discussed further" - - { - "graphs": [ - { - "name": { # Optional generic entry - "Example Model" - } - "nodes": { # Required - ... dictionaries for node objects - } - "edges": { # Required - ... dictionaries for edge objects - } - "parameters": { # Optional (for parameters of the graph) - ... dictionaries for graph parameters - - } - "conditions": { # Optional - ... dictionaries for run conditions - } - } - { - "name": { - "Another Model" - } - "nodes": { - ... dictionaries for node objects - } - "edges": { - ... dictionaries for edge objects - } - "parameters": { - ... dictionaries for graph parameters - } - "conditions": { - ... dictionaries for run conditions - } - } - ] - } - -In addition to these standard entries, a modeling environment that requires objects or other information to be -specified that is not (yet) supported by the standard, can include entries for such information using a name of the -environment as the key. In the examples below, PsyNeuLink (PNL) is used to demonstrate such environment-specific -entries. - -Entries common to all objects ------------------------------ - -The following entries can be used in any MDF object (using the strings shown below as their keys): - -* ``name`` : a label for the object - -* ``type`` : a dictionary used to describe the type of object specified by the entry. The ``generic`` entry - contains types supported by the standard (e.g., certain common types of functions; see XXX); in addition, the - type can include environment-specific entries. For example, the following specifies a graph that has two **nodes**, - one of which is a nested **graph**, as specified by its ``type`` entry: - - "graphs": [ - { - "nodes": { - "Processing Unit": { - ... node specifications - } - "A Nested Graph": { - "type": { - "generic": "graph" - "PNL": "Composition" - } - } - } - - Here, the ``generic`` entry of ``type`` is used to specify that it is a graph (recognized by the MDF standard), - while the ``PNL`` entry is used to specify the PNL-specific designation of a graph ("Composition"). - - -[//]: # "JDC: ??IS THERE ANY REASON TO DISTINGUISH THESE, OR SHOULD THESE BE COMBINED TO MAKE IT SIMPLER" - -[//]: # "KDM: No, there's no reason on my part, that was just how the original spec listed it, so I implemented it that way. -I think it would be better to choose one name" - -* ``parameters`` (for non-**function** entries) or ``args`` (for **functions** entries) : this is used to specificy - attributes of the object. For all objects other than **functions**, these are called ``parameters``, and for - **functions** they are called ``args``. For example, the following contains an entry for a **node** ("Processing - Unit"), that has specifications for one of its standard **parameters** (``initializer``), as well as a ``functions`` - entry that specifies the list of functions for the node well as the **type** and **args** for each function. For - example, the node for **Processing Unit** in the example below has a single parameter specified, and a single - function that is specified as follows: - - [//]: # "JDC: Are there any standard-defined parameters for graphs, nodes? Here, we assume that ``initializer`` is such - parameter and included it in the example as such. However, I'm not sure we ever discussed or agreed to any such - standard node parameters. If so, we should list them somehwher. If are not any, then ``parameters`` should be - removed from this example, and ``initializer`` (if retained) should be moved to the ``PNL`` entry in the next - example)" - - "nodes": { - "Processing Unit": { - "parameters": { - "initializer": [[0]] - } - "functions": [ - { - "type": "Linear" - "args": { - "bounds": null, - "intercept": 0.0, - "slope": 1.0 - } - } - ] - } - } - - [//]: # "JDC: Are there any standard-defined parameters for graphs, nodes? Here, we assume that ``initializer`` is such - parameter and included it in the example as such. However, I'm not sure we ever discussed or agreed to any such - standard node parameters. If so, we should list them somehwher. If are not any, then ``parameters`` should be - removed from this example, and ``initializer`` (if retained) should be moved to the ``PNL`` entry in the next - example)" - - [//]: # "JDC: The example below is predicated on the assumption that ``controller`` should be a standard parameter for a - graph; if not, can delete the following text and example, but might want to include another one that shows how - a node can be referenced by another entry" - - The following example specifies a standard **parameter** for a graph -- ``controller`` -- by referencing the - **node** that serves as the controller for the model: - - "graphs": [{ - { - "parameters": { - "controller":"My controller" - } - nodes:{ - "My Contoller": { - ... node ``functions`` and ``parameters`` entries here - } - } - }] - } - - - - - -The ``parameters`` entry of a **node** (or ``args`` entry of a *function**) can also include a subdictionary of -environment-specific parameter-value (or arg-value) pairs. For example, the ``parameters`` entry below adds entries -for two parameters -- ``execution_count`` and ``has_initializers`` -- that are specific to the PsyNeuLink (PNL) -environment: - - "parameters": { - "initializer": [[0]] - "PNL": { # This is a subdictionary of PNL-specific parameters and their values - "execution_count": 0, - "has_initializers": false, - } - } - -Object-specific entries ------------------------ - -#### *Nodes, edges, and ports* - -These objects can all include a ``functions`` entry, that specifies one or more **functions** that belong to the object: - -* ``functions`` : a list of **function** objects. As noted above, each of these can have an ``args`` entry that, - in turn, can contain entries that are either simple parameter-value pairs (as in the example above), or a dictionary - that provides more detailed information about an argument, including its **type** and **value** as in the example - below: - - "functions": [ - { - "name": "Linear Function-1", - "type": { - "generic": "Linear" - "args": { - "intercept": { - "source": "A.input_ports.intercept", - "type": "float", - "value": 2.0 - }, - "slope": { - "source": "A.input_ports.slope", - "type": "float", - "value": 5.0 - } - }, - } - } - ] - - Note that the ``source`` entry can reference a ``port`` used to determine the value of the argument when the - model is executed (see [ports](#ports)] below); the reference must use dot-delimited notation, beginning with the - name of the **node** to which the **port** belongs (``A`` in the example above), followed by ``input_ports - `` entry, and then name of the input_port from which the argument should receive its value. - - [//]: # "??PNL ALLOWS THE NAME OF THE NODE (MECHANISM) TO BE USED IN PLACE OF THE INPUTPORT. THIS IS SEEMS TO BE - SUPPORTED FOR EDGES (SEE BELOW). SHOULD WE DO THE SAME FOR SOURCE SPECIFICATIONS?" - - [//]: # "KDM: maybe, but I'd wait and see what others say. Suppose there might be a use for a 'combined' input port with a - name that isn't the same as the arg name" - - [//]: # "JDC: Not sure I follow; should discuss" - -#### Non-**graph** **nodes** - -These can have one or both of the following entries that specify the **node**'s **ports** - -* ``input_ports`` : a list of **port** objects that can be referenced by the ``source`` entry of an ``args`` dictionary - (see [parameters and args](#paramters-or-args) above), or the ``sender_port`` entry of an ``edges`` dictionary (see - [edges](#edges) below). - -* ``output_ports`` : a list of **port** objects that can be referenced by the ``receiver_port`` entry of an ``edges -`` dictionary (see [edges](#edges) below). - -#### **Ports** - -These are used to specify entries in the ``input_ports`` and/or ``output_ports`` entry of a **node**, and can -be referenced, respectively, by the ``sender_port`` and ``receiver_port`` entries of an **edge**, and by ``source`` -in the ``args`` entry of a **function**. - -* ``dtype`` : the type of the input received by a **port** listed in the ``input_ports`` entry of a **node**, - or of the output sent by a **port** listed in the ``output_ports`` entry of a **node**; this uses the same - syntax as [numpy.dtype](https://docs.scipy.org/doc/numpy/reference/generated/numpy.dtype.html). - -* ``shape`` : the shape of the input or output of a **port**. This uses the same syntax as numpy ndarray shapes - (e.g., `numpy.zeros()` would produce an array with the correct shape). - -#### **Edges** - -These must contain the following entries that specify edge's sender and receiver. This can include the **port** to -which the edge connects on a **node**; if either of the **port** specifications is omitted for an **edge**, then -the environment must not use ports, or it must be able to assign a suitable default for the referenced ``sender`` -or ``receiver`` **node**. - -* ``sender`` : the name of its source **node**. - -* ``sender_port`` : the name of the **port** on the ``sender`` **node** to which it connects. - -* ``receiver`` : the name of its destination **node**. - -* ``receiver_port`` : the name of the **port** on the ``receiver`` **node** to which it connects. - -#### **Conditions** - -These must include a **type**, among options of an accepted library of -conditions (TBD), as well as any **args** necessary to -determine satisfaction of the relevant condition. - -* ``type`` : the name of the condition -* ``args`` : named arguments used to evaluate the condition - -#### **Graphs** - -These objects may include **condition**s to specify a non-default -pattern of execution. - -* ``conditions`` : a dictionary with entries - * ``node_specific`` : a dictionary mapping **node**s to any non-default run **condition**s - * ``termination`` : a dictionary mapping time scales of model execution to **condition**s indicating when they end - - Each node or time scale may have exactly one condition, however binary - conditions like `And`, `Or`, and `Not`, may combine multiple - conditions into one in an unambiguous way. This is sufficient to - describe a wide variety of execution patterns that go beyond an - implied ordering based on the structure of the graph, as in the - example below: - - "conditions": { - "node_specific": { - "A": { - "type": "Always", - "args": {} - }, - "B": { - "type": "EveryNCalls", - "args": { - "dependency": "A", - "n": 1 - } - }, - "C": { - "type": "EveryNCalls", - "args": { - "dependency": "A", - "n": 3 - } - } - }, - "termination": { - "trial": { - "type": "And", - "args": { - "dependencies": [ - { - "type": "AfterNCalls", - "args": { - "dependency": "C", - "n": 2 - } - }, - { - "type": "JustRan", - "args": { - "dependency": "A" - } - } - ] - } - } - } - }, - - In this example, node `C` runs only while its condition - `EveryNCalls` with `dependency` `A` and `n = 3` is true. This - results in `C` executing only every third time `A` executes. The - `trial` finishes when the trial termination condition - `And` - is - satisfied. This `And` is comprised of an `AfterNCalls` and a - `JustRan`, creating a condition that is only true after both `C` has - run at least twice and `A` has run in the last `time step`. diff --git a/docs/generate.py b/docs/generate.py index 3e946ef3..208d2305 100644 --- a/docs/generate.py +++ b/docs/generate.py @@ -43,7 +43,7 @@ func_doc = "" -with open("MDF_function_specifications.md", "w") as d: +with open("sphinx/source/api/MDF_function_specifications.md", "w") as d: d.write( "# Specification of standard functions in ModECI v%s\n" % MODECI_MDF_VERSION ) diff --git a/docs/sphinx/source/Image/logo_light_bg.png b/docs/sphinx/source/Image/logo_light_bg.png new file mode 100644 index 0000000000000000000000000000000000000000..6f5baf8fbc8cedf1233c2f765cd3aee44bb7c9d8 GIT binary patch literal 90108 zcmcF~Wmg3mr;4Z--Sa6r%4l@J6NpN>}cL^}T-3NDf3lJc<1$TG1mpi$hpYYaN zvu1UF=ss1aWY@0K;VMef=qN-eP*70lvN95CP*5<%P*BickPzPPWc6Uozx^TG$!I!4 zLE+K-?*}cbMt$~n6WUQtS{$lkjAZ}q0?t%SQ49*IIu`ZmD?Ajm{&!gkF`ygtQ9E+B 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similarity index 54% rename from docs/MDF_function_specifications.md rename to docs/sphinx/source/api/MDF_function_specifications.md index 422983f3..4beb9642 100644 --- a/docs/MDF_function_specifications.md +++ b/docs/sphinx/source/api/MDF_function_specifications.md @@ -2,38 +2,38 @@ **Note: the ModECI MDF specification is still in development! Subject to change without (much) notice. See [here](https://github.com/ModECI/MDF/issues?q=is%3Aissue+is%3Aopen+label%3Aspecification) for ongoing discussions.** These functions are defined in https://github.com/ModECI/MDF/blob/main/src/modeci_mdf/standard_functions.py ## All functions: - | linear | logistic | exponential | sin | cos | MatMul | Relu | + | linear | logistic | exponential | sin | cos | MatMul | Relu | ## linear -

A linear function, calculated from a slope and an intercept

-

linear(variable0, slope, intercept) = (variable0 * slope + intercept)

-

Python version: (variable0 * slope + intercept)

+

A linear function, calculated from a slope and an intercept

+

linear(variable0, slope, intercept) = (variable0 * slope + intercept)

+

Python version: (variable0 * slope + intercept)

## logistic -

Logistic function

-

logistic(variable0, gain, bias, offset) = 1/(1 + exp(-1*gain*(variable0 + bias) + offset))

-

Python version: 1/(1 + math.exp(-1*gain*(variable0 + bias) + offset))

+

Logistic function

+

logistic(variable0, gain, bias, offset) = 1/(1 + exp(-1*gain*(variable0 + bias) + offset))

+

Python version: 1/(1 + math.exp(-1*gain*(variable0 + bias) + offset))

## exponential -

Exponential function

-

exponential(variable0, scale, rate, bias, offset) = scale * exp((rate * variable0) + bias) + offset

-

Python version: scale * math.exp((rate * variable0) + bias) + offset

+

Exponential function

+

exponential(variable0, scale, rate, bias, offset) = scale * exp((rate * variable0) + bias) + offset

+

Python version: scale * math.exp((rate * variable0) + bias) + offset

## sin -

Sine function

-

sin(variable0, scale) = scale * sin(variable0)

-

Python version: scale * math.sin(variable0)

+

Sine function

+

sin(variable0, scale) = scale * sin(variable0)

+

Python version: scale * math.sin(variable0)

## cos -

Cosine function

-

cos(variable0, scale) = scale * cos(variable0)

-

Python version: scale * math.cos(variable0)

+

Cosine function

+

cos(variable0, scale) = scale * cos(variable0)

+

Python version: scale * math.cos(variable0)

## MatMul -

Matrix multiplication (work in progress...)

-

MatMul(A, B) = A @ B

-

Python version: A @ B

+

Matrix multiplication (work in progress...)

+

MatMul(A, B) = A @ B

+

Python version: A @ B

## Relu -

Rectified linear function (work in progress...)

-

Relu(A) = maximum(A,0)

-

Python version: numpy.maximum(A,0)

+

Rectified linear function (work in progress...)

+

Relu(A) = maximum(A,0)

+

Python version: numpy.maximum(A,0)

diff --git a/docs/sphinx/source/api/mdf.rst b/docs/sphinx/source/api/mdf.rst index ee6f0928..395b9d36 100644 --- a/docs/sphinx/source/api/mdf.rst +++ b/docs/sphinx/source/api/mdf.rst @@ -14,6 +14,23 @@ modeci\_mdf.scheduler :undoc-members: :show-inheritance: +modeci\_mdf.standard_functions +============================== + +.. automodule:: modeci_mdf.standard_functions + :members: + :undoc-members: + :show-inheritance: + + +modeci\_mdf.onnx_functions +========================================== +.. automodule:: modeci_mdf.onnx_functions.__init__ + :members: + :undoc-members: + :show-inheritance: + + modeci\_mdf.interfaces.pytorch.exporter ======================================= diff --git a/docs/sphinx/source/conf.py b/docs/sphinx/source/conf.py index 607dda65..29227ee5 100644 --- a/docs/sphinx/source/conf.py +++ b/docs/sphinx/source/conf.py @@ -10,9 +10,10 @@ # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. # -# import os -# import sys -# sys.path.insert(0, os.path.abspath('.')) +import os +import sys + +sys.path.insert(0, os.path.abspath(".")) # -- Project information ----------------------------------------------------- @@ -34,8 +35,27 @@ "sphinx.ext.mathjax", "sphinx_copybutton", "sphinx_rtd_theme", + "myst_parser", + "sphinx_markdown_tables", + "sphinx.ext.intersphinx", + "sphinx.ext.viewcode", + "sphinx.ext.autosummary", + "sphinx.ext.autosectionlabel", + "sphinx.ext.todo", ] +autodoc_member_order = "bysource" +autosummary_generate = True +master_doc = "index" + + +# Source Suffix +source_suffix = { + ".rst": "restructuredtext", + ".txt": "restructuredtext", + ".md": "markdown", +} + # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] @@ -52,7 +72,16 @@ # html_theme = "sphinx_rtd_theme" +html_theme_options = { + "collapse_navigation": False, + "display_version": True, + "logo_only": True, + "navigation_depth": 2, +} + # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ["_static"] + +intersphinx_mapping = {"python": ("https://docs.python.org/3", None)} diff --git a/docs/sphinx/source/index.rst b/docs/sphinx/source/index.rst index 336d92f5..ddfc29ed 100644 --- a/docs/sphinx/source/index.rst +++ b/docs/sphinx/source/index.rst @@ -2,14 +2,33 @@ sphinx-quickstart on Thu May 13 17:09:22 2021. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. - +.. figure:: /Image/logo_light_bg.png + :scale: 40% Welcome to modeci-mdf's documentation! ====================================== +The purpose of the MDF is to provide a standard, JSON-based format (though other serializations like YAML, HDF5 are +envisioned) for describing computational models of brain and/or mental function. The goal is to provide a common exchange +format that allows models created in one environment that supports the standard to be expressed in a form - and in sufficient +detail - that it can be imported into another modeling environment that supports the standard, and then executed in that environment +with identical results (within a certain tolerance), and/or integrated with other models in that environment. .. toctree:: :maxdepth: 2 :caption: Contents: +.. toctree:: + :maxdepth: 4 + :caption: ReadMeFile: + + api/README + + +.. toctree:: + :maxdepth: 2 + :caption: Function: + + api/MDF_function_specifications + .. toctree:: :caption: API Reference: diff --git a/setup.py b/setup.py index 08d64b30..f6e23f85 100644 --- a/setup.py +++ b/setup.py @@ -16,6 +16,9 @@ "nbsphinx", "sphinx_copybutton", "sphinx-rtd-theme", + "myst_parser", + "sphinx_markdown_tables", + "sphinx-autoapi", ], "dev": [], } diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index c7674e8d..c97469b1 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -5,7 +5,7 @@ import collections import onnx.defs -from typing import List, Tuple, Dict, Optional, Set +from typing import List, Tuple, Dict, Optional, Set, Any, Union # Currently based on elements of NeuroMLlite: https://github.com/NeuroML/NeuroMLlite/tree/master/neuromllite # Try: pip install neuromllite @@ -15,6 +15,16 @@ class Model(BaseWithId): + r"""The top level construct in MDF is Model which consists of Graph(s) and model attribute(s) + + .. warning:: + To be displayed....! + + Args: + id: A unique identifier for this Model + format: Information on the version of MDF used in this file + generating_application: Information on what application generated/saved this file + """ _definition = "The top level Model containing _Graph_s consisting of _Node_s connected via _Edge_s." def __init__( @@ -23,21 +33,6 @@ def __init__( format: Optional[str] = None, generating_application: Optional[str] = None, ): - """The top level construct in MDF is Model which consists of Graph's and model attributed - - Args: - id: A unique identifier for this Model. - format: Information on the version of MDF used in this file - generating_application: Information on what application generated/saved this file - """ - - kwargs = {} - if id is not None: - kwargs["id"] = id - if format is not None: - kwargs["format"] = format - if generating_application is not None: - kwargs["generating_application"] = generating_application self.allowed_children = collections.OrderedDict( [("graphs", ("The list of _Graph_s in this Model", Graph))] @@ -56,18 +51,24 @@ def __init__( ] ) - # Inheriting the init method from superclass BaseWithId + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + kwargs["id"] = id + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(**kwargs) @property def graphs(self) -> List["Graph"]: - """ - The graphs this model contains. - """ + """The graphs present in the model""" return self.__getattr__("graphs") def _include_metadata(self): - """ Information on the version of ModECI_MDF """ + """Information on the version of ModECI_MDF""" from modeci_mdf import MODECI_MDF_VERSION from modeci_mdf import __version__ @@ -77,7 +78,10 @@ def _include_metadata(self): # Overrides BaseWithId.to_json_file def to_json_file(self, filename, include_metadata=True) -> str: - """Convert MDF object to json file + """Convert the file in MDF format to JSON format + + .. note:: + JSON is standard file format uses human-readable text to store and transmit data objects consisting of attribute–value pairs and arrays Args: filename: file in MDF format (.mdf extension) @@ -85,7 +89,7 @@ def to_json_file(self, filename, include_metadata=True) -> str: benchmark results, and environments in which the specified model was originally implemented Returns: - The name of the JSON file generated. + The name of the generated JSON file """ if include_metadata: @@ -97,7 +101,7 @@ def to_json_file(self, filename, include_metadata=True) -> str: # Overrides BaseWithId.to_yaml_file def to_yaml_file(self, filename, include_metadata=True): - """Convert MDF object to yaml format + """Convert file in MDF format to yaml format Args: filename: file in MDF format (Filename extension: .mdf ) @@ -105,7 +109,7 @@ def to_yaml_file(self, filename, include_metadata=True): benchmark results, and environments in which the specified model was originally implemented Returns: - file in yaml format + The name of the generated yaml file """ if include_metadata: @@ -113,19 +117,25 @@ def to_yaml_file(self, filename, include_metadata=True): new_file = super().to_yaml_file(filename) + return new_file + class Graph(BaseWithId): - _definition = "A directed graph consisting of _Node_s connected via _Edge_s." + r"""A directed graph consisting of Node(s) connected via Edge(s) - def __init__(self, **kwargs): - """A directed graph consisting of _Node_s connected via _Edge_s + Args: + id: A unique identifier for this Graph + parameters: Dictionary of global parameters for the Graph + conditions: The ConditionSet stored as dictionary for scheduling of the Graph + """ + _definition = "A directed graph consisting of _Node_s connected via _Edge_s." - Args: - nodes: Dictionary of Node objects in the Graph - edges: Dictionary of Edge objects in the Graph - parameters: Dictionary of global parameters for the Graph - conditions: The _ConditionSet_ stored as dictionary for scheduling of the Graph - """ + def __init__( + self, + id: Optional[str] = None, + parameters: Optional[Dict["Graph", "parameters"]] = None, + conditions: Optional[Dict["Graph", "conditions"]] = None, + ): self.allowed_children = collections.OrderedDict( [ @@ -144,8 +154,27 @@ def __init__(self, **kwargs): ] ) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + kwargs["id"] = id + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(**kwargs) + @property + def nodes(self) -> List["Node"]: + """Node(s) present in this graph""" + return self.__getattr__("nodes") + + @property + def edges(self) -> List["Edge"]: + """Edge(s) present in this graph""" + return self.__getattr__("edges") + def get_node(self, id): """Retrieve Node object corresponding to the given id @@ -153,7 +182,7 @@ def get_node(self, id): id: Unique identifier of Node object Returns: - Node object if the entered id matches with the id of node present in the graph + Node object if the entered id matches with the id of Node present in the Graph """ for node in self.nodes: if id == node.id: @@ -162,10 +191,11 @@ def get_node(self, id): @property def dependency_dict(self) -> Dict["Node", Set["Node"]]: """Returns the dependency among nodes as dictionary - Key: receiver, Value: set of senders imparting information to the receiver - Returns: + Key: receiver, Value: Set of senders imparting information to the receiver + Returns: + Returns the dependency dictionary """ # assumes no cycles, need to develop a way to prune if cyclic # graphs are to be supported @@ -181,7 +211,7 @@ def dependency_dict(self) -> Dict["Node", Set["Node"]]: @property def inputs(self: "Graph") -> List[Tuple["Node", "InputPort"]]: - """Enumerate all Node, InputPort pairs that specify no incoming edge. These are input ports for the graph itself and must be provided values to evaluate + """Enumerate all Node-InputPort pairs that specify no incoming edge. These are input ports for the graph itself and must be provided values to evaluate Returns: A list of Node, InputPort tuples @@ -198,24 +228,22 @@ def inputs(self: "Graph") -> List[Tuple["Node", "InputPort"]]: class Node(BaseWithId): + r"""A self contained unit of evaluation receiving input from other Nodes on InputPort(s). + The values from these are processed via a number of _Function_s and one or more final values + are calculated on the OutputPort + + Args: + parameters: Dictionary of parameters required at the Node for computation + """ _definition = ( "A self contained unit of evaluation receiving input from other Nodes on _InputPort_s. " + "The values from these are processed via a number of _Function_s and one or more final values " "are calculated on the _OutputPort_s " ) - def __init__(self, **kwargs): - """A self contained unit of evaluation receiving input from other Nodes on _InputPort_s. - The values from these are processed via a number of _Function_s and one or more final values - are calculated on the _OutputPort_ - - Args: - input_ports (obj): Dictionary of the InputPort objects in the Node - functions (obj): The _Function_s for computation the Node - states (obj): The _State_s of the Node - output_ports (obj): The _OutputPort_s containing evaluated quantities from the Node - parameters : Dictionary of parameters for the Node - """ + def __init__( + self, id: Optional[str] = None, parameters: Optional[Dict[str, Any]] = None + ): self.allowed_children = collections.OrderedDict( [ @@ -236,22 +264,72 @@ def __init__(self, **kwargs): [("parameters", ("Dict of parameters for the Node", dict))] ) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + kwargs["id"] = id + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(**kwargs) + @property + def input_ports(self) -> List["InputPort"]: + """The InputPort(s) present in the Node -class Function(BaseWithId): - _definition = "A single value which is evaluated as a function of values on _InputPort_s and other Functions" + Returns: + A list of InputPort(s) at the given Node + """ + return self.__getattr__("input_ports") - def __init__(self, **kwargs): - """A single value which is evaluated as a function of values on _InputPort_s and other Functions + @property + def functions(self) -> List["Function"]: + """The Functions define computation at the Node - Args: - function (str): Which of the in-build MDF functions (linear etc.) this uses - args : Dictionary of values for each of the arguments for the Function, e.g. if the in-build function - is linear(slope),the args here could be {"slope":3} or {"slope":"input_port_0 + 2"} - id (str): The unique (for this _Node_) id of the function, which will be used in other Functions and the _OutputPort_s - for its value + Returns: + A list of Function(s) at the given Node """ + return self.__getattr__("functions") + + @property + def states(self) -> List["State"]: + """The State(s) at the Node + + Returns: + A list of State(s) at the given Node + """ + return self.__getattr__("states") + + @property + def output_ports(self) -> List["OutputPort"]: + """The OutputPort(s) present at the Node + + Returns: + A list of OutputPorts at the given Node + """ + return self.__getattr__("output_ports") + + +class Function(BaseWithId): + r"""A single value which is evaluated as a function of values on InputPorts and other Functions + + Args: + function: Which of the in-build MDF functions (linear etc.) this uses + args: Dictionary of values for each of the arguments for the Function, e.g. if the in-build function + is linear(slope),the args here could be {"slope":3} or {"slope":"input_port_0 + 2"} + id: The unique (for this Node) id of the function, which will be used in other Functions and the _OutputPort_s + for its value + """ + _definition = "A single value which is evaluated as a function of values on _InputPort_s and other Functions" + + def __init__( + self, + id: Optional[str] = None, + function: Optional[object] = None, + args: Optional[Dict[str, Any]] = None, + ): self.allowed_fields = collections.OrderedDict( [ @@ -259,7 +337,7 @@ def __init__(self, **kwargs): "function", ( "Which of the in-build MDF functions (linear etc.) this uses", - str, + object, ), ), ( @@ -269,25 +347,42 @@ def __init__(self, **kwargs): dict, ), ), + ( + "id", + ( + "The unique (for this _Node_) id of the function, which will be used in other Functions and the _OutputPort_s for its value", + str, + ), + ), ] ) - super().__init__(**kwargs) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass - self.allowed_fields["id"] = ( - "The unique (for this _Node_) id of the function, which will be used in other Functions and the _OutputPort_s for its value", - str, - ) + super().__init__(**kwargs) class InputPort(BaseWithId): - def __init__(self, **kwargs): - """The InputPort is an attribute of a Node which imports information to the Node object + r"""The InputPort is an attribute of a Node which imports information to the Node + + Args: + shape: The shape of the input or output of a port. This uses the same syntax as numpy ndarray shapes (e.g., numpy.zeros() would produce an array with the correct shape + type: The data type of the input received at a port or the output sent by a port + """ + + def __init__( + self, + id: Optional[str] = None, + shape: Optional[str] = None, + type: Optional[str] = None, + ): - Args: - shape (str): The shape of the input or output of a port. This uses the same syntax as numpy ndarray shapes (e.g., numpy.zeros() would produce an array with the correct shape - type (str): The data type of the input received at a port or the output sent by a port - """ self.allowed_fields = collections.OrderedDict( [ ( @@ -307,16 +402,25 @@ def __init__(self, **kwargs): ] ) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + kwargs["id"] = id + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(**kwargs) class OutputPort(BaseWithId): - def __init__(self, **kwargs): - """The OutputPort is an attribute of a Node which exports information to the dependent Node object + r"""The OutputPort is an attribute of a Node which exports information to the dependent Node object + Args: + value: The value of the OutputPort in terms of the InputPort and Function values + """ - Args: - value (str): The value of the OutputPort in terms of the _InputPort_ and _Function_ values - """ + def __init__(self, id: Optional[str] = None, value: Optional[str] = None): self.allowed_fields = collections.OrderedDict( [ @@ -330,20 +434,35 @@ def __init__(self, **kwargs): ] ) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + kwargs["id"] = id + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(**kwargs) class State(BaseWithId): - _definition = "A state variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_." + r"""A state variable of a Node, i.e. has a value that persists between evaluations of the Node - def __init__(self, **kwargs): - """A state variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_ + Args: + default_initial_value: The initial value of the state variable + value: The next value of the state variable, in terms of the inputs, functions and PREVIOUS state values + time_derivative: How the state varies with time, i.e. ds/dt. Unit of time is second + """ + _definition = "A state variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_." - Args: - default_initial_value (str): The initial value of the state variable - value (str): The next value of the state variable, in terms of the inputs, functions and PREVIOUS state values - time_derivative (str): How the state varies with time, i.e. ds/dt. Unit of time is second - """ + def __init__( + self, + id: Optional[str] = None, + default_initial_value: Optional[str] = None, + value: Optional[str] = None, + time_derivative: Optional[str] = None, + ): self.allowed_fields = collections.OrderedDict( [ @@ -367,21 +486,40 @@ def __init__(self, **kwargs): ), ] ) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + if id is not None: + kwargs["id"] = id + if default_initial_value is not None: + kwargs["default_initial_value"] = default_initial_value + if value is not None: + kwargs["value"] = value + if time_derivative is not None: + kwargs["time_derivative"] = time_derivative super().__init__(**kwargs) class Edge(BaseWithId): - def __init__(self, **kwargs): - """Edge is an attribute of Graph object that transmits computational results from sender_port to receiver port + r"""Edge is an attribute of Graph that transmits computational results from sender_port to receiver_port - Args: - parameters: Dictionary of parameters for the Edge - sender (str): The id of the _Node_ which is the source of the Edge - receiver (str): The id of the _Node_ which is the target of the Edge - sender_port (str): The id of the _OutputPort_ on the sender _Node_, whose value should be sent to the receiver_port - receiver_port (str): The id of the _InputPort_ on the receiver _Node_ - """ + Args: + parameters: Dictionary of parameters for the Edge + sender: The id of the Node which is the source of the Edge + receiver: The id of the Node which is the target of the Edge + sender_port: The id of the OutputPort on the sender Node, whose value should be sent to the receiver_port + receiver_port: The id of the InputPort on the receiver Node + """ + + def __init__( + self, + id: Optional[str] = None, + parameters: Optional[Dict[str, Any]] = None, + sender: Optional[str] = None, + receiver: Optional[str] = None, + sender_port: Optional[str] = None, + receiver_port: Optional[str] = None, + ): self.allowed_fields = collections.OrderedDict( [ @@ -408,17 +546,31 @@ def __init__(self, **kwargs): ] ) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + kwargs["id"] = id + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(**kwargs) class ConditionSet(Base): - def __init__(self, **kwargs): - """Specify the non-default pattern of execution + r"""Specify the non-default pattern of execution - Args: - node_specific: A dictionary mapping nodes to any non-default run conditions - termination: A dictionary mapping time scales of model execution to conditions indicating when they end - """ + Args: + node_specific: A dictionary mapping nodes to any non-default run conditions + termination: A dictionary mapping time scales of model execution to conditions indicating when they end + """ + + def __init__( + self, + node_specific: Optional[Dict["Node.id", "Condition"]] = None, + termination: Optional[Dict["str", "Condition"]] = None, + ): self.allowed_fields = collections.OrderedDict( [ @@ -433,17 +585,34 @@ def __init__(self, **kwargs): ] ) + # FIXME: Reconstruct kwargs as neuromlite expects them + kwargs = {} + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(**kwargs) class Condition(Base): - def __init__(self, type=None, **kwargs): - """A set of descriptors which specifies conditional execution of Nodes to meet complex execution requirements + r"""A set of descriptors which specifies conditional execution of Nodes to meet complex execution requirements - Args: - type (str): The type of _Condition_ from the library - args: The dictionary of arguments needed to evaluate the _Condition_ - """ + Args: + type: The type of Condition from the library + args: The dictionary of arguments needed to evaluate the Condition + n: The number of executions of component after which the Condition is satisfied + """ + + def __init__( + self, + type: Optional[str] = None, + args: Optional[dict["Condition", "arguments"]] = None, + dependency: Optional[str] = None, + n: Optional[int] = None, + dependencies: Optional[list["Condition"]] = None, + ): self.allowed_fields = collections.OrderedDict( [ @@ -458,6 +627,16 @@ def __init__(self, type=None, **kwargs): ] ) + kwargs = {} + kwargs["dependency"] = dependency + kwargs["n"] = n + kwargs["dependencies"] = dependencies + for f in self.allowed_fields: + try: + kwargs[f] = locals()[f] + except KeyError: + pass + super().__init__(type=type, args=kwargs) diff --git a/tests/test_model.py b/tests/test_model.py index 23ca3d42..23cad594 100644 --- a/tests/test_model.py +++ b/tests/test_model.py @@ -1,4 +1,15 @@ -from modeci_mdf.mdf import Model, Graph, Node, OutputPort, Function +from modeci_mdf.mdf import ( + Model, + Graph, + Node, + Function, + InputPort, + OutputPort, + Edge, + State, + ConditionSet, + Condition, +) def test_model_init_kwargs(): @@ -9,6 +20,83 @@ def test_model_init_kwargs(): assert m.generating_application == "test_application" +def test_graph_init_kwargs(): + g = Graph( + id="Test_Graph", parameters="test_parameters", conditions="test_Condition" + ) + assert g.parameters == "test_parameters" + # assert g.condition == "test_Condition" + + +def test_Node_init_kwargs(): + n = Node(id="Test_Node", parameters="test_parameters") + assert n.parameters == "test_parameters" + + +def test_Function_init_kwargs(): + f = Function(id="Test_Function", function="Test_function", args="Test_args") + assert f.function == "Test_function" + assert f.args == "Test_args" + + +def test_InputPort_init_kwargs(): + ip = InputPort(id="Test_InputPort", shape="Test_shape", type="Test_type") + assert ip.shape == "Test_shape" + assert ip.type == "Test_type" + + +def test_OutputPort_init_kwargs(): + op = OutputPort(id="test_OutputPort", value="test_value") + assert op.value == "test_value" + + +def test_State_init_kwargs(): + st = State( + id="test_State", + default_initial_value="test_default_initial_value", + value="test_value", + time_derivative="test_time_derivative", + ) + assert st.default_initial_value == "test_default_initial_value" + assert st.value == "test_value" + assert st.time_derivative == "test_time_derivative" + + +def test_Edge_init_kwargs(): + e = Edge( + id="test_Edge", + parameters="test_parameters", + sender="test_sender", + receiver="test_receiver", + sender_port="test_sender_port", + receiver_port="test_receiver_port", + ) + assert e.parameters == "test_parameters" + assert e.sender == "test_sender" + assert e.receiver == "test_receiver" + assert e.sender_port == "test_sender_port" + assert e.receiver_port == "test_receiver_port" + + +def test_ConditionSet_init_kwargs(): + CS = ConditionSet( + node_specific="test_node_specific", termination="test_termination" + ) + assert CS.node_specific == "test_node_specific" + assert CS.termination == "test_termination" + + +def test_Condition_init_kwargs(): + C = Condition( + type="test_type", + args="test_args", + dependency="test_dependency", + n="test_n", + dependencies="test_dependencies", + ) + assert C.type == "test_type" + + def test_model_graph_to_json(): """ Check if dumping a model to a simple JSON string works. From d4c5503a68b37c6d62e22bc68722395fab0e4452 Mon Sep 17 00:00:00 2001 From: mraunak Date: Fri, 25 Jun 2021 15:42:21 -0400 Subject: [PATCH 02/81] Updated Sphinx docs of mdf.py,scheduler.py, standard_functions.py --- examples/ACT-R/addition.json | 129 ++++- examples/ACT-R/addition.yaml | 97 +++- src/modeci_mdf/interfaces/pytorch/importer.py | 487 +++++++++--------- src/modeci_mdf/mdf.py | 42 +- src/modeci_mdf/scheduler.py | 203 +++++++- src/modeci_mdf/standard_functions.py | 67 ++- tests/interfaces/pytorch/test_export.py | 5 +- tests/test_examples.py | 1 + 8 files changed, 719 insertions(+), 312 deletions(-) diff --git a/examples/ACT-R/addition.json b/examples/ACT-R/addition.json index 203b3b55..cfd704cb 100644 --- a/examples/ACT-R/addition.json +++ b/examples/ACT-R/addition.json @@ -8,66 +8,113 @@ "node_specific": { "declarative_memory": { "type": "Always", - "args": {} + "args": { + "dependency": null, + "n": null, + "dependencies": null, + "type": "Always", + "args": null + } }, "retrieval_buffer": { "type": "JustRan", "args": { - "dependency": "declarative_memory" + "dependency": "declarative_memory", + "n": null, + "dependencies": null, + "type": "JustRan", + "args": null } }, "goal_buffer": { "type": "Always", - "args": {} + "args": { + "dependency": null, + "n": null, + "dependencies": null, + "type": "Always", + "args": null + } }, "procedural_memory": { "type": "Always", - "args": {} + "args": { + "dependency": null, + "n": null, + "dependencies": null, + "type": "Always", + "args": null + } }, "pattern_matching": { "type": "And", "args": { + "dependency": null, + "n": null, "dependencies": [ { "type": "EveryNCalls", "args": { "dependency": "retrieval_buffer", - "n": 1 + "n": 1, + "dependencies": null, + "type": "EveryNCalls", + "args": null } }, { "type": "EveryNCalls", "args": { "dependency": "goal_buffer", - "n": 1 + "n": 1, + "dependencies": null, + "type": "EveryNCalls", + "args": null } }, { "type": "EveryNCalls", "args": { "dependency": "declarative_memory", - "n": 1 + "n": 1, + "dependencies": null, + "type": "EveryNCalls", + "args": null } } - ] + ], + "type": "And", + "args": null } }, "conflict_resolution": { "type": "JustRan", "args": { - "dependency": "pattern_matching" + "dependency": "pattern_matching", + "n": null, + "dependencies": null, + "type": "JustRan", + "args": null } }, "fire_production": { "type": "JustRan", "args": { - "dependency": "conflict_resolution" + "dependency": "conflict_resolution", + "n": null, + "dependencies": null, + "type": "JustRan", + "args": null } }, "check_termination": { "type": "JustRan", "args": { - "dependency": "conflict_resolution" + "dependency": "conflict_resolution", + "n": null, + "dependencies": null, + "type": "JustRan", + "args": null } } }, @@ -75,9 +122,13 @@ "check_term_true": { "type": "While", "args": { + "dependency": null, + "n": null, "dependencies": [ "check_termination" - ] + ], + "type": "While", + "args": null } } } @@ -174,7 +225,10 @@ } }, "input_ports": { - "dm_input": {} + "dm_input": { + "shape": "None", + "type": "None" + } }, "functions": { "retrieve_chunk": { @@ -194,7 +248,10 @@ }, "retrieval_buffer": { "input_ports": { - "retrieval_input": {} + "retrieval_input": { + "shape": "None", + "type": "None" + } }, "output_ports": { "retrieval_output": { @@ -214,7 +271,10 @@ } }, "input_ports": { - "goal_input": {} + "goal_input": { + "shape": "None", + "type": "None" + } }, "functions": { "change_goal": { @@ -364,9 +424,18 @@ }, "pattern_matching": { "input_ports": { - "pattern_input_from_pm": {}, - "pattern_input_from_goal": {}, - "pattern_input_from_retrieval": {} + "pattern_input_from_pm": { + "shape": "None", + "type": "None" + }, + "pattern_input_from_goal": { + "shape": "None", + "type": "None" + }, + "pattern_input_from_retrieval": { + "shape": "None", + "type": "None" + } }, "functions": { "pattern_matching_function": { @@ -386,7 +455,10 @@ }, "conflict_resolution": { "input_ports": { - "conflict_input": {} + "conflict_input": { + "shape": "None", + "type": "None" + } }, "functions": { "conflict_resolution_function": { @@ -407,7 +479,10 @@ }, "fire_production": { "input_ports": { - "fire_prod_input": {} + "fire_prod_input": { + "shape": "None", + "type": "None" + } }, "functions": { "update_goal": { @@ -434,7 +509,10 @@ }, "check_termination": { "input_ports": { - "check_input": {} + "check_input": { + "shape": "None", + "type": "None" + } }, "functions": { "check_termination": { @@ -453,42 +531,49 @@ }, "edges": { "dm_to_pattern_edge": { + "parameters": null, "sender": "declarative_memory", "receiver": "retrieval_buffer", "sender_port": "dm_output", "receiver_port": "retrieval_input" }, "retrieval_to_pattern_edge": { + "parameters": null, "sender": "retrieval_buffer", "receiver": "pattern_matching", "sender_port": "retrieval_output", "receiver_port": "pattern_input_from_retrieval" }, "goal_to_pattern_edge": { + "parameters": null, "sender": "goal_buffer", "receiver": "pattern_matching", "sender_port": "goal_output", "receiver_port": "pattern_input_from_goal" }, "pm_to_pattern_edge": { + "parameters": null, "sender": "procedural_memory", "receiver": "pattern_matching", "sender_port": "pm_output", "receiver_port": "pattern_input_from_pm" }, "pattern_to_conflict_edge": { + "parameters": null, "sender": "pattern_matching", "receiver": "conflict_resolution", "sender_port": "pattern_output", "receiver_port": "conflict_input" }, "conflict_to_fire_prod_edge": { + "parameters": null, "sender": "conflict_resolution", "receiver": "fire_production", "sender_port": "conflict_output_to_fire_prod", "receiver_port": "fire_prod_input" }, "conflict_to_check_edge": { + "parameters": null, "sender": "conflict_resolution", "receiver": "check_termination", "sender_port": "conflict_output_to_fire_prod", @@ -498,4 +583,4 @@ } } } -} \ No newline at end of file +} diff --git a/examples/ACT-R/addition.yaml b/examples/ACT-R/addition.yaml index ab3c896c..c72176c1 100644 --- a/examples/ACT-R/addition.yaml +++ b/examples/ACT-R/addition.yaml @@ -7,51 +7,99 @@ addition: node_specific: declarative_memory: type: Always - args: {} + args: + dependency: null + n: null + dependencies: null + type: Always + args: null retrieval_buffer: type: JustRan args: dependency: declarative_memory + n: null + dependencies: null + type: JustRan + args: null goal_buffer: type: Always - args: {} + args: + dependency: null + n: null + dependencies: null + type: Always + args: null procedural_memory: type: Always - args: {} + args: + dependency: null + n: null + dependencies: null + type: Always + args: null pattern_matching: type: And args: + dependency: null + n: null dependencies: - type: EveryNCalls args: dependency: retrieval_buffer n: 1 + dependencies: null + type: EveryNCalls + args: null - type: EveryNCalls args: dependency: goal_buffer n: 1 + dependencies: null + type: EveryNCalls + args: null - type: EveryNCalls args: dependency: declarative_memory n: 1 + dependencies: null + type: EveryNCalls + args: null + type: And + args: null conflict_resolution: type: JustRan args: dependency: pattern_matching + n: null + dependencies: null + type: JustRan + args: null fire_production: type: JustRan args: dependency: conflict_resolution + n: null + dependencies: null + type: JustRan + args: null check_termination: type: JustRan args: dependency: conflict_resolution + n: null + dependencies: null + type: JustRan + args: null termination: check_term_true: type: While args: + dependency: null + n: null dependencies: - check_termination + type: While + args: null nodes: declarative_memory: parameters: @@ -115,7 +163,9 @@ addition: - sum - count input_ports: - dm_input: {} + dm_input: + shape: None + type: None functions: retrieve_chunk: function: retrieve_chunk @@ -128,7 +178,9 @@ addition: value: retrieve_chunk retrieval_buffer: input_ports: - retrieval_input: {} + retrieval_input: + shape: None + type: None output_ports: retrieval_output: value: retrieval_input @@ -142,7 +194,9 @@ addition: sum: nil count: nil input_ports: - goal_input: {} + goal_input: + shape: None + type: None functions: change_goal: function: change_goal @@ -234,9 +288,15 @@ addition: value: productions pattern_matching: input_ports: - pattern_input_from_pm: {} - pattern_input_from_goal: {} - pattern_input_from_retrieval: {} + pattern_input_from_pm: + shape: None + type: None + pattern_input_from_goal: + shape: None + type: None + pattern_input_from_retrieval: + shape: None + type: None functions: pattern_matching_function: function: pattern_matching_function @@ -249,7 +309,9 @@ addition: value: pattern_matching_function conflict_resolution: input_ports: - conflict_input: {} + conflict_input: + shape: None + type: None functions: conflict_resolution_function: function: conflict_resolution_function @@ -262,7 +324,9 @@ addition: value: conflict_resolution_function fire_production: input_ports: - fire_prod_input: {} + fire_prod_input: + shape: None + type: None functions: update_goal: function: update_goal @@ -279,7 +343,9 @@ addition: value: update_retrieval check_termination: input_ports: - check_input: {} + check_input: + shape: None + type: None functions: check_termination: function: check_termination @@ -290,36 +356,43 @@ addition: value: check_termination edges: dm_to_pattern_edge: + parameters: null sender: declarative_memory receiver: retrieval_buffer sender_port: dm_output receiver_port: retrieval_input retrieval_to_pattern_edge: + parameters: null sender: retrieval_buffer receiver: pattern_matching sender_port: retrieval_output receiver_port: pattern_input_from_retrieval goal_to_pattern_edge: + parameters: null sender: goal_buffer receiver: pattern_matching sender_port: goal_output receiver_port: pattern_input_from_goal pm_to_pattern_edge: + parameters: null sender: procedural_memory receiver: pattern_matching sender_port: pm_output receiver_port: pattern_input_from_pm pattern_to_conflict_edge: + parameters: null sender: pattern_matching receiver: conflict_resolution sender_port: pattern_output receiver_port: conflict_input conflict_to_fire_prod_edge: + parameters: null sender: conflict_resolution receiver: fire_production sender_port: conflict_output_to_fire_prod receiver_port: fire_prod_input conflict_to_check_edge: + parameters: null sender: conflict_resolution receiver: check_termination sender_port: conflict_output_to_fire_prod diff --git a/src/modeci_mdf/interfaces/pytorch/importer.py b/src/modeci_mdf/interfaces/pytorch/importer.py index d417de16..3407c910 100644 --- a/src/modeci_mdf/interfaces/pytorch/importer.py +++ b/src/modeci_mdf/interfaces/pytorch/importer.py @@ -6,324 +6,331 @@ from inspect import getmembers, signature, getsource, isclass import numpy as np - import torch import torch.nn as nn from modeci_mdf.interfaces.pytorch import mod_torch_builtins as torch_builtins - from modeci_mdf.utils import load_mdf from modeci_mdf.scheduler import EvaluableGraph def generate_initializer_call(func_class, params, idx=False): - settable_params = get_instance_params(func_class) + settable_params = get_instance_params(func_class) - text = "" + text = "" - for param in settable_params: - if param in params: + for param in settable_params: + if param in params: - param_text = "nn.Parameter(torch.Tensor({}))".format(params[param]) + param_text = "nn.Parameter(torch.Tensor({}))".format(params[param]) - if not idx: - text += "\n\t\tself.function.{} = {}".format(param, param_text) - else: - text += "\n\t\tself.function_list[-1].{} = {}".format(param, param_text) + if not idx: + text += f"\n\t\tself.function.{param} = {param_text}" + else: + text += f"\n\t\tself.function_list[-1].{param} = {param_text}" - return text + return text def get_instance_params(funcname): - # Want to make a dummy instance to introspect - sig = signature(funcname) - args = [] - for param in sig.parameters.values(): - if "=" not in str(param): - arg_type = param.annotation - if arg_type == int: - args.append(1) - elif arg_type == list: - args.append([1]) - elif arg_type == torch.Tensor: - args.append(torch.Tensor([1])) - dummy = funcname(*args) - - params = [] - - for member in getmembers(dummy): - name, member_type = member - if type(member_type) == nn.parameter.Parameter: - params.append(name) - del dummy - - return params - - -def get_module_declaration_text(name, node_dict, execution_order, declared_module_types): - - declaration_text = ("\nclass {}(nn.Module):" - "\n\tdef __init__(self):" - "\n\t\tsuper().__init__()" - "\n\t\tself.calls = 0" - ).format(name) - - functions = node_dict["functions"] - parameters = node_dict["parameters"] - - # Single function node - if len(functions) == 1: - - current_function = functions[0] - function_name = current_function.id - function_type = current_function.function - function_args = current_function.args - - - """ + # Want to make a dummy instance to introspect + sig = signature(funcname) + args = [] + for param in sig.parameters.values(): + if "=" not in str(param): + arg_type = param.annotation + if arg_type == int: + args.append(1) + elif arg_type == list: + args.append([1]) + elif arg_type == torch.Tensor: + args.append(torch.Tensor([1])) + dummy = funcname(*args) + + params = [] + + for member in getmembers(dummy): + name, member_type = member + if type(member_type) == nn.parameter.Parameter: + params.append(name) + del dummy + + return params + + +def get_module_declaration_text( + name, node_dict, execution_order, declared_module_types +): + + declaration_text = ( + "\nclass {}(nn.Module):" + "\n\tdef __init__(self):" + "\n\t\tsuper().__init__()" + "\n\t\tself.calls = 0" + ).format(name) + + functions = node_dict["functions"] + parameters = node_dict["parameters"] + + # Single function node + if len(functions) == 1: + + current_function = functions[0] + function_name = current_function.id + function_type = current_function.function + function_args = current_function.args + + """ Expand alias_table and move to separate module """ - alias_table = { - "matmul":"matmul", - "conv_2d":"conv2d", - "add":"add", - "argmax":"argmax" - } - - function_type_alias = str(function_type).lower() + alias_table = { + "matmul": "matmul", + "conv_2d": "conv2d", + "add": "add", + "argmax": "argmax", + } - if function_type_alias in alias_table: - function_type = alias_table[function_type_alias] + function_type_alias = str(function_type).lower() - # For torch builtins implemented as modules - if function_type in torch_builtins.__all__: - function_object = getattr(torch_builtins, function_type) + if function_type_alias in alias_table: + function_type = alias_table[function_type_alias] - # Grab source code and prepend to text - if function_type not in declared_module_types: - declaration_text = "\n" + getsource(function_object) + declaration_text - declared_module_types.add(function_type) - declaration_text += "\n\t\tself.function = {}()".format(function_type) + # For torch builtins implemented as modules + if function_type in torch_builtins.__all__: + function_object = getattr(torch_builtins, function_type) + # Grab source code and prepend to text + if function_type not in declared_module_types: + declaration_text = "\n" + getsource(function_object) + declaration_text + declared_module_types.add(function_type) + declaration_text += f"\n\t\tself.function = {function_type}()" - # Get the signature to call this module - source_string = getsource(function_object) - args = source_string.split("forward(")[1].split("):")[0].split(", ")[1:] - #annotated_args = ["{}:{}".format(k, function_args[k]) for k in args] - #call_signature = "{}({})".format(function_name, ",".join(args)) + # Get the signature to call this module + source_string = getsource(function_object) + args = source_string.split("forward(")[1].split("):")[0].split(", ")[1:] + # annotated_args = ["{}:{}".format(k, function_args[k]) for k in args] + # call_signature = "{}({})".format(function_name, ",".join(args)) - constructor_info = ("builtin", function_name, function_type, args) + constructor_info = ("builtin", function_name, function_type, args) - # Make a forward call - declaration_text += "\n\tdef forward(self, {}):".format(",".join(args)) - declaration_text += "\n\t\treturn self.function({})".format(",".join(args)) + # Make a forward call + declaration_text += "\n\tdef forward(self, {}):".format(",".join(args)) + declaration_text += "\n\t\treturn self.function({})".format(",".join(args)) - else: - # Get torch.nn module - function_object = None - for class_tup in getmembers(nn, isclass): - if class_tup[0].lower()==function_type.lower(): - function_type = class_tup[0] - function_object = class_tup[1] - break - constructor_info = ("nn", function_name, function_type, []) + else: + # Get torch.nn module + function_object = None + for class_tup in getmembers(nn, isclass): + if class_tup[0].lower() == function_type.lower(): + function_type = class_tup[0] + function_object = class_tup[1] + break + constructor_info = ("nn", function_name, function_type, []) - declaration_text += "\n\t\tself.function = nn.{}()".format(str(function_object).split(".")[-1].split("'")[0]) + declaration_text += "\n\t\tself.function = nn.{}()".format( + str(function_object).split(".")[-1].split("'")[0] + ) - # TODO: Resolve ordering of args - args = list(function_args.keys()) - declaration_text += "\n\tdef forward(self, {}):".format(",".join(args)) - declaration_text += "\n\t\treturn self.function({})".format(",".join(args)) + # TODO: Resolve ordering of args + args = list(function_args.keys()) + declaration_text += "\n\tdef forward(self, {}):".format(",".join(args)) + declaration_text += "\n\t\treturn self.function({})".format(",".join(args)) - # TODO: Fix for Multi function nodes + # TODO: Fix for Multi function nodes - return declaration_text, constructor_info + return declaration_text, constructor_info def generate_main_forward(nodes, execution_order, constructor_calls): - # - # for node in nodes: - # print(node.id) + # + # for node in nodes: + # print(node.id) - node_dict = {node.id:node for node in nodes} + node_dict = {node.id: node for node in nodes} - # Index intermediate variables - std_var_idx = 0 - nstd_var_idx = 0 + # Index intermediate variables + std_var_idx = 0 + nstd_var_idx = 0 - # Map intermediate variable name to the module that produced it - return_vars = defaultdict(list) + # Map intermediate variable name to the module that produced it + return_vars = defaultdict(list) - main_forward = "\n\tdef forward(self, input):" + main_forward = "\n\tdef forward(self, input):" - # TODO: Handle multi-input graphs - for idx, node_name in enumerate(execution_order): - if idx==0: - standard_arg = "input" - else: - standard_arg = "svar_{}".format(std_var_idx-1) + # TODO: Handle multi-input graphs + for idx, node_name in enumerate(execution_order): + if idx == 0: + standard_arg = "input" + else: + standard_arg = "svar_{}".format(std_var_idx - 1) - node = node_dict[node_name] - non_standard_args = [] - if node.parameters: - for param_key in list(node.parameters.keys()): - # TODO: Resolve ordering - pre_expression = "\n\t\tnsvar_{} = torch.Tensor({})".format(nstd_var_idx, node.parameters[param_key]) - main_forward += pre_expression - non_standard_args.append("nsvar_{}".format(nstd_var_idx)) - nstd_var_idx+=1 + node = node_dict[node_name] + non_standard_args = [] + if node.parameters: + for param_key in list(node.parameters.keys()): + # TODO: Resolve ordering + pre_expression = "\n\t\tnsvar_{} = torch.Tensor({})".format( + nstd_var_idx, node.parameters[param_key] + ) + main_forward += pre_expression + non_standard_args.append(f"nsvar_{nstd_var_idx}") + nstd_var_idx += 1 - args = [standard_arg] - args.extend(non_standard_args) + args = [standard_arg] + args.extend(non_standard_args) - expression = "\n\t\tsvar_{} = self.{}({})".format(std_var_idx, node_name, ",".join(args)) - main_forward += expression - std_var_idx+=1 - main_forward+="\n\t\treturn {}".format("svar_{}".format(std_var_idx-1)) + expression = "\n\t\tsvar_{} = self.{}({})".format( + std_var_idx, node_name, ",".join(args) + ) + main_forward += expression + std_var_idx += 1 + main_forward += "\n\t\treturn {}".format("svar_{}".format(std_var_idx - 1)) - - return main_forward + return main_forward def build_script(nodes, execution_order, conditions=None): - """ - Create and assemble following components for a complete script: - - * Module declarations - * Initialization of functions - * Definition of forward function - - * Model main call declaration: - * Initialization of subcomponents - * Forward function logic - """ - script = "" - imports_string = ("import torch" - "\nimport torch.nn as nn") + """ + Create and assemble following components for a complete script: - # Declarations string - modules_declaration_text = "" - constructor_calls = {} - declared_module_types = set() + * Module declarations + * Initialization of functions + * Definition of forward function + * Model main call declaration: + * Initialization of subcomponents + * Forward function logic + """ + script = "" + imports_string = "import torch" "\nimport torch.nn as nn" - for node in nodes: + # Declarations string + modules_declaration_text = "" + constructor_calls = {} + declared_module_types = set() - id, funcs, params = node.id, node.functions, node.parameters - node_dict = {"functions":funcs, "parameters":params} + for node in nodes: - declaration_text, constructor_call = get_module_declaration_text(id,node_dict,execution_order,declared_module_types) + id, funcs, params = node.id, node.functions, node.parameters + node_dict = {"functions": funcs, "parameters": params} - modules_declaration_text += declaration_text - constructor_calls[id] = constructor_call + declaration_text, constructor_call = get_module_declaration_text( + id, node_dict, execution_order, declared_module_types + ) - # Build Main call - main_call_declaration = ("\nclass Model(nn.Module):" - "\n\tdef __init__(self):" - "\n\t\tsuper().__init__()") + modules_declaration_text += declaration_text + constructor_calls[id] = constructor_call + # Build Main call + main_call_declaration = ( + "\nclass Model(nn.Module):" "\n\tdef __init__(self):" "\n\t\tsuper().__init__()" + ) - for node in execution_order: - main_call_declaration += "\n\t\tself.{} = {}()".format(node, node) + for node in execution_order: + main_call_declaration += f"\n\t\tself.{node} = {node}()" - # Build Main forward - main_call_forward = generate_main_forward(nodes, execution_order, constructor_calls) + # Build Main forward + main_call_forward = generate_main_forward(nodes, execution_order, constructor_calls) - # Compose script - script += imports_string - script += modules_declaration_text - script += main_call_declaration - script += main_call_forward + # Compose script + script += imports_string + script += modules_declaration_text + script += main_call_declaration + script += main_call_forward - script += "\nmodel = Model()" - return script + script += "\nmodel = Model()" + return script def _generate_scripts_from_json(model_input): - """ - Parse elements from MDF and make script - """ - file_dir = os.path.dirname(model_input) - - model = load_mdf(model_input) - scripts = {} - - for graph in model.graphs: - nodes = graph.nodes - # Read weights.h5 if exists - if "weights.h5" in os.listdir(file_dir): - weight_dict = h5py.File(os.path.join(file_dir, "weights.h5"), 'r') - - # Hack to fix problem with HDF5 parameters - for node in graph.nodes: - if node.parameters: - for param_key, param_val in node.parameters.items(): - if param_key in ["weight", "bias"] and type(param_val)==str: - # Load and reassign - array = weight_dict[param_val][:] - np.set_printoptions(threshold=sys.maxsize) - node.parameters[param_key] = np.array2string(array, separator=", ") - - evaluable_graph = EvaluableGraph(graph, False) - #root = evaluable_graph.root_nodes[0] - enodes = evaluable_graph.enodes - edges = evaluable_graph.ordered_edges - try: - conditions = evaluable_graph.conditions - except AttributeError: - conditions = {} - - # Use edges and nodes to construct execution order - execution_order = [] - for idx, edge in enumerate(edges): - if idx==0: - execution_order.append(edge.sender) - execution_order.append(edge.receiver) - - # Build script - script = build_script(nodes, execution_order, conditions=conditions) - scripts[graph.id] = script - - return scripts + """ + Parse elements from MDF and make script + """ + file_dir = os.path.dirname(model_input) + + model = load_mdf(model_input) + scripts = {} + + for graph in model.graphs: + nodes = graph.nodes + # Read weights.h5 if exists + if "weights.h5" in os.listdir(file_dir): + weight_dict = h5py.File(os.path.join(file_dir, "weights.h5"), "r") + + # Hack to fix problem with HDF5 parameters + for node in graph.nodes: + if node.parameters: + for param_key, param_val in node.parameters.items(): + if param_key in ["weight", "bias"] and type(param_val) == str: + # Load and reassign + array = weight_dict[param_val][:] + np.set_printoptions(threshold=sys.maxsize) + node.parameters[param_key] = np.array2string( + array, separator=", " + ) + + evaluable_graph = EvaluableGraph(graph, False) + # root = evaluable_graph.root_nodes[0] + enodes = evaluable_graph.enodes + edges = evaluable_graph.ordered_edges + try: + conditions = evaluable_graph.conditions + except AttributeError: + conditions = {} + + # Use edges and nodes to construct execution order + execution_order = [] + for idx, edge in enumerate(edges): + if idx == 0: + execution_order.append(edge.sender) + execution_order.append(edge.receiver) + + # Build script + script = build_script(nodes, execution_order, conditions=conditions) + scripts[graph.id] = script + + return scripts def _script_to_model(script): - import importlib.util + import importlib.util - # For testing, need to add prefix if calling from out of examples directory - module_path = os.path.join(os.getcwd(), os.path.dirname(sys.argv[0]), "module.py") + # For testing, need to add prefix if calling from out of examples directory + module_path = os.path.join(os.getcwd(), os.path.dirname(sys.argv[0]), "module.py") - with open(module_path, mode="w") as f: - f.write(script) + with open(module_path, mode="w") as f: + f.write(script) - torch_spec = importlib.util.spec_from_file_location("module", module_path) - torch_module = importlib.util.module_from_spec(torch_spec) - torch_spec.loader.exec_module(torch_module) + torch_spec = importlib.util.spec_from_file_location("module", module_path) + torch_module = importlib.util.module_from_spec(torch_spec) + torch_spec.loader.exec_module(torch_module) - model = torch_module.model + model = torch_module.model - os.remove(module_path) + os.remove(module_path) + + return model - return model def mdf_to_pytorch(model_input, eval_models=True): - """ - Load and return all models specified in an MDF graph - """ - scripts = _generate_scripts_from_json(model_input) - models = {} + """ + Load and return all models specified in an MDF graph + """ + scripts = _generate_scripts_from_json(model_input) + models = {} + + for script_name, script in scripts.items(): + model = _script_to_model(script) - for script_name, script in scripts.items(): - model = _script_to_model(script) + if eval_models: + model.eval() - if eval_models: - model.eval() + models[script_name] = model - models[script_name] = model + return models - return models __all__ = ["mdf_to_pytorch"] diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 43c32347..9682cfd4 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -56,7 +56,9 @@ def __init__( kwargs["id"] = id for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -104,7 +106,7 @@ def to_yaml_file(self, filename, include_metadata=True): """Convert file in MDF format to yaml format Args: - filename: file in MDF format (Filename extension: .mdf ) + filename: File in MDF format (Filename extension: .mdf ) include_metadata: Contains contact information, citations, acknowledgements, pointers to sample data, benchmark results, and environments in which the specified model was originally implemented @@ -200,7 +202,9 @@ def __init__( kwargs["id"] = id for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -310,7 +314,9 @@ def __init__( kwargs["id"] = id for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -402,7 +408,9 @@ def __init__( kwargs = {} for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -448,7 +456,9 @@ def __init__( kwargs["id"] = id for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -480,7 +490,9 @@ def __init__(self, id: Optional[str] = None, value: Optional[str] = None): kwargs["id"] = id for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -592,7 +604,9 @@ def __init__( kwargs["id"] = id for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -630,7 +644,9 @@ def __init__( kwargs = {} for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass @@ -649,10 +665,10 @@ class Condition(Base): def __init__( self, type: Optional[str] = None, - args: Optional[dict["Condition", "arguments"]] = None, + args: Optional[Dict["Condition", "arguments"]] = None, dependency: Optional[str] = None, n: Optional[int] = None, - dependencies: Optional[list["Condition"]] = None, + dependencies: Optional[List["Condition"]] = None, ): self.allowed_fields = collections.OrderedDict( @@ -674,7 +690,9 @@ def __init__( kwargs["dependencies"] = dependencies for f in self.allowed_fields: try: - kwargs[f] = locals()[f] + val = locals()[f] + if val is not None: + kwargs[f] = val except KeyError: pass diff --git a/src/modeci_mdf/scheduler.py b/src/modeci_mdf/scheduler.py index c34432ef..9f0efe13 100644 --- a/src/modeci_mdf/scheduler.py +++ b/src/modeci_mdf/scheduler.py @@ -1,7 +1,7 @@ import os import sys import sympy - +import numpy as np from modeci_mdf.standard_functions import mdf_functions, create_python_expression from neuromllite.utils import evaluate as evaluate_params_nmllite @@ -9,11 +9,26 @@ from neuromllite.utils import FORMAT_NUMPY, FORMAT_TENSORFLOW from collections import OrderedDict - +from typing import Union, List, Dict, Optional, Any +from modeci_mdf.mdf import ( + Function, + Graph, + Condition, + State, + Edge, + OutputPort, + InputPort, + Node, +) import modeci_mdf.onnx_functions as onnx_ops import modeci_mdf.actr_functions as actr_funcs -import psyneulink.core.scheduling as scheduling +try: + import psyneulink.core.scheduling as scheduling +except ImportError as e: + raise ImportError( + "Conditional scheduling currently requires psyneulink (pip install psyneulink)" + ) from e FORMAT_DEFAULT = FORMAT_NUMPY @@ -28,7 +43,25 @@ setattr(scheduling.time.TimeScale, new, orig) -def evaluate_expr(expr, func_params, array_format, verbose=False): +def evaluate_expr( + expr: Union[str, List[str], np.ndarray, "tf.tensor"] = None, + func_params: Optional[Dict[str, Any]] = None, + array_format: Optional[str] = None, + verbose: bool = False, +) -> np.ndarray: + + """Evaluates an expression given in string format using func_parameters + + Args: + expr: Expression or list of expressions to be evaluated + func_params: A dict of parameters (e.g. {'weight':2}) + array_format: It can be a n-dimensional array or a tensor + verbose: If set to True provides in-depth information else verbose message is not displayed + + Returns: + n-dimensional array + + """ e = evaluate_params_nmllite( expr, func_params, array_format=array_format, verbose=verbose @@ -42,11 +75,32 @@ def evaluate_expr(expr, func_params, array_format, verbose=False): class EvaluableFunction: - def __init__(self, function, verbose=False): + """Evaluates the function + Args: + function: Function to be evaluated e.g. mdf standard function + verbose: If set to True Provides in-depth information else verbose message is not displayed + """ + + def __init__(self, function: Function = False, verbose: Optional[str] = False): self.verbose = verbose self.function = function - def evaluate(self, parameters, array_format=FORMAT_DEFAULT): + def evaluate( + self, + parameters: Optional[Dict[str, Any]] = None, + array_format: Optional[str] = None, + ) -> Dict[str, Any]: + + r"""Performs evaluation on the basis of given parameters and array_format + + Args: + parameters: A dictionary of function parameters,e.g.logistic, parameters={'gain':2,"bias"=3,"offset":1} + array_format: It can be a n-dimensional array or a tensor + + Returns: + value of function after evaluation in Dictionary + + """ expr = None for f in mdf_functions: @@ -120,12 +174,37 @@ def evaluate(self, parameters, array_format=FORMAT_DEFAULT): class EvaluableState: - def __init__(self, state, verbose=False): + """Evaluate the value of State Variables at a given time + Args: + state: A state variable of a Node, i.e. has a value that persists between evaluations of the Node + verbose: If set to True provides in-depth information else verbose message is not displayed + + """ + + def __init__(self, state: State, verbose: bool = False): self.verbose = verbose self.state = state self.curr_value = 0 - def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT): + def evaluate( + self, + parameters: Optional[Dict[str, Any]] = None, + time_increment: Optional[Union[int, float]] = None, + array_format: Optional[str] = None, + ) -> Union[int, np.ndarray]: + + r"""Evaluate state variables + + Args: + parameters: A dictionary of parameters{'gain':2,"bias"=3,"offset":1} + time_increment: Time step for next execution at the node + array_format: It can be a n-dimensional array or a tensor + + Returns: + value of state variables + + """ + if self.verbose: print( " Evaluating {} with {} ".format( @@ -168,11 +247,32 @@ def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT) class EvaluableOutput: - def __init__(self, output_port, verbose=False): + """Evaluate the value at Output Port + + Args: + output_port: Attribute of a Node which exports information to the dependent Node object + verbose: If set to True Provides in-depth information else verbose message is not displayed + """ + + def __init__(self, output_port: OutputPort, verbose: bool = False): self.verbose = verbose self.output_port = output_port - def evaluate(self, parameters, array_format=FORMAT_DEFAULT): + def evaluate( + self, + parameters: Optional[Dict[str, Any]] = None, + array_format: Optional[str] = None, + ) -> Union[int, np.ndarray]: + + """Evaluate the value at the output port on the basis of parameters and array_format + + Args: + parameters: Dictionary of global parameters of the Output Port + array_format: It is a n-dimensional array + + Returns: + value at output port + """ if self.verbose: print( " Evaluating %s with %s " @@ -195,17 +295,43 @@ def evaluate(self, parameters, array_format=FORMAT_DEFAULT): class EvaluableInput: - def __init__(self, input_port, verbose=False): + """Evaluates Input value at Input_port of the node + + Args: + input_port: The InputPort is an attribute of a Node which imports information to the Node + verbose: If set to True Provides in-depth information else verbose message is not displayed + """ + + def __init__(self, input_port: InputPort, verbose: bool = False): self.verbose = verbose self.input_port = input_port self.curr_value = 0 - def set_input_value(self, value): + def set_input_value(self, value: Union[str, int, np.ndarray]): + """Set a new value at input port + + Args: + value: Value to be set at Input Port + """ if self.verbose: print(f" Input value in {self.input_port.id} set to {_val_info(value)}") self.curr_value = value - def evaluate(self, parameters, array_format=FORMAT_DEFAULT): + def evaluate( + self, + parameters: Optional[Dict[str, Any]] = None, + array_format: Optional[str] = None, + ) -> Union[int, np.ndarray]: + + """Evaluates value at Input port based on parameters and array_format + + Args: + parameters: Dictionary of parameters + array_format: It is a n-dimensional array + + Returns: + value at Input port + """ if self.verbose: print( " Evaluated %s with %s =\t%s" @@ -219,7 +345,14 @@ def evaluate(self, parameters, array_format=FORMAT_DEFAULT): class EvaluableNode: - def __init__(self, node, verbose=False): + """Evaluates Node + + Args: + node: A self contained unit of evaluation receiving input from other Nodes on InputPort(s). + verbose: If set to True Provides in-depth information else verbose message is not displayed + """ + + def __init__(self, node: Node, verbose=False): self.verbose = verbose self.node = node self.evaluable_inputs = {} @@ -294,7 +427,7 @@ def __init__(self, node, verbose=False): def initialize(self): pass - def evaluate(self, time_increment=None, array_format=FORMAT_DEFAULT): + def evaluate(self, time_increment=None, array_format: Optional[str] = None): if self.verbose: print( @@ -329,14 +462,31 @@ def evaluate(self, time_increment=None, array_format=FORMAT_DEFAULT): for eop in self.evaluable_outputs: self.evaluable_outputs[eop].evaluate(curr_params, array_format=array_format) - def get_output(self, id): + def get_output(self, id: Optional[str]) -> Union[int, np.ndarray]: + """Get value at output port for given output port's id + + Args: + id: Unique identifier of the output port + + Returns: + value at the output port + + """ for rop in self.evaluable_outputs: if rop == id: return self.evaluable_outputs[rop].curr_value class EvaluableGraph: - def __init__(self, graph, verbose=False): + """Evaluates graph + + Args: + graph: A directed graph consisting of Node(s) connected via Edge(s) + verbose: If set to True Provides in-depth information else verbose message is not displayed + + """ + + def __init__(self, graph: Graph, verbose=False): self.verbose = verbose print("\nInit graph: %s" % graph.id) self.graph = graph @@ -394,8 +544,19 @@ def __init__(self, graph, verbose=False): ) def evaluate( - self, time_increment=None, array_format=FORMAT_DEFAULT, initializer=None + self, + time_increment: Union[float] = None, + array_format=FORMAT_DEFAULT, + initializer: Optional[Dict[str, Any]] = None, ): + """Evaluates the graph + + Args: + time_increment: Time step for next execution + array_format: A n-dimensional array + initializer: sets the initial value of parameters of the node + + """ # Any values that are set via the passed in initalizer, set their values. This lets us avoid creating # dummy input nodes with parameters for evaluating the graph for en_id, en in self.enodes.items(): @@ -444,7 +605,9 @@ def evaluate( if self.verbose: print("Trial terminated") - def evaluate_edge(self, edge, time_increment=None, array_format=FORMAT_DEFAULT): + def evaluate_edge( + self, edge: Edge, time_increment=None, array_format=FORMAT_DEFAULT + ): pre_node = self.enodes[edge.sender] post_node = self.enodes[edge.receiver] value = pre_node.evaluable_outputs[edge.sender_port].curr_value @@ -468,7 +631,7 @@ def evaluate_edge(self, edge, time_increment=None, array_format=FORMAT_DEFAULT): input_value = value if weight == 1 else value * weight post_node.evaluable_inputs[edge.receiver_port].set_input_value(input_value) - def parse_condition(self, condition): + def parse_condition(self, condition: Condition) -> object: try: typ = getattr(scheduling.condition, condition["type"]) except AttributeError as e: diff --git a/src/modeci_mdf/standard_functions.py b/src/modeci_mdf/standard_functions.py index 492ea4fc..279cc119 100644 --- a/src/modeci_mdf/standard_functions.py +++ b/src/modeci_mdf/standard_functions.py @@ -4,10 +4,30 @@ import modeci_mdf.onnx_functions as onnx_ops +from typing import List, Dict, Union, Any, Optional + mdf_functions = {} -def _add_mdf_function(name, description, arguments, expression_string): +def _add_mdf_function( + name: [str] = None, + description: Optional[str] = None, + arguments: Optional[List[str]] = None, + expression_string: Optional[str] = None, +): + + """To include a new function in mdf_functions + + Args: + name: name of the function e.g.'sin','cos','linear' + description: Information about the function + arguments: Inputs provided to obtain the result of function + expression_string: Function expression in string format + + Returns: + Updates mdf_functions + + """ mdf_functions[name] = {} @@ -23,23 +43,62 @@ def _add_mdf_function(name, description, arguments, expression_string): mdf_functions[name]["function"] = None -def create_python_expression(expression_string): +def create_python_expression(expression_string: Optional[str] = None) -> str: + """Converts the mathematical representation of function into function expression in python + + Args: + expression_string: Mathematical expression of function in string format + + Returns: + function expression in python + """ for func in ["exp", "sin", "cos"]: expression_string = expression_string.replace("%s(" % func, "math.%s(" % func) for func in ["maximum"]: expression_string = expression_string.replace("%s(" % func, "numpy.%s(" % func) + return expression_string -def substitute_args(expression_string, args): +def substitute_args( + expression_string: Optional[str] = None, args: Optional[Dict[str, str]] = None +) -> str: + + """Substitute arg with the value in args dict + + Args: + expression_string: function expression + args: Dictionary of arguments + Returns: + modified expression string after substitution + + """ # TODO, better checks for string replacement for arg in args: expression_string = expression_string.replace(arg, str(args[arg])) return expression_string -def create_python_function(name, expression_string, arguments): +def create_python_function( + name: Optional[str] = None, + expression_string: Optional[str] = None, + arguments: Optional[List[str]] = None, +) -> object: + + """create a python function e.g. linear, exponential, sin, cos, ReLu + + Args: + name: name of the function e.g.'sin','cos','linear' + expression_string: Function expression in string format + arguments: list of inputs provided to obtain result from the function + + + Returns: + A function object + + """ + # assumes expression is one line name = name.replace(":", "_") expr = create_python_expression(expression_string) diff --git a/tests/interfaces/pytorch/test_export.py b/tests/interfaces/pytorch/test_export.py index e0873975..220b472a 100644 --- a/tests/interfaces/pytorch/test_export.py +++ b/tests/interfaces/pytorch/test_export.py @@ -7,16 +7,17 @@ from modeci_mdf.interfaces.pytorch import pytorch_to_mdf from modeci_mdf.scheduler import EvaluableGraph +from modeci_mdf.utils import load_mdf_json def _check_model(mdf_model): """A helper function to JIT compile a function or torch.nn.Module into Torchscript and convert to MDF and check it""" # Generate JSON - json_str = mdf_model.to_json() + mdf_model.to_json_file("test.json") # Load the JSON - # load_mdf_json() + load_mdf_json("test.json") def test_simple_module(): diff --git a/tests/test_examples.py b/tests/test_examples.py index afb7ee7a..3ca1a3c5 100644 --- a/tests/test_examples.py +++ b/tests/test_examples.py @@ -10,6 +10,7 @@ import sys import copy + from distutils.dir_util import copy_tree from pathlib import Path From b2ea28e2a0025fd2ee628ad88f9074ee7db04f5e Mon Sep 17 00:00:00 2001 From: mraunak Date: Mon, 28 Jun 2021 11:45:23 -0400 Subject: [PATCH 03/81] Sphinx docs Changes made in scheduler.py and standard_functions.py --- docs/sphinx/source/conf.py | 1 + src/modeci_mdf/scheduler.py | 67 +++++++++++++++++----------- src/modeci_mdf/standard_functions.py | 22 +++++---- 3 files changed, 51 insertions(+), 39 deletions(-) diff --git a/docs/sphinx/source/conf.py b/docs/sphinx/source/conf.py index 996bd96a..111b7ee0 100644 --- a/docs/sphinx/source/conf.py +++ b/docs/sphinx/source/conf.py @@ -41,6 +41,7 @@ "sphinx.ext.autosectionlabel", "sphinx.ext.todo", "myst_parser", + "sphinx.ext.githubpages", ] autodoc_member_order = "bysource" diff --git a/src/modeci_mdf/scheduler.py b/src/modeci_mdf/scheduler.py index 641cbcdc..cbd2ed2a 100644 --- a/src/modeci_mdf/scheduler.py +++ b/src/modeci_mdf/scheduler.py @@ -2,6 +2,8 @@ import sys import sympy import numpy as np + + from modeci_mdf.standard_functions import mdf_functions, create_python_expression from neuromllite.utils import evaluate as evaluate_params_nmllite @@ -20,10 +22,16 @@ InputPort, Node, ) + import modeci_mdf.onnx_functions as onnx_ops import modeci_mdf.actr_functions as actr_funcs -import psyneulink.core.scheduling as scheduling +try: + import psyneulink.core.scheduling as scheduling +except ImportError as e: + raise ImportError( + "Conditional scheduling currently requires psyneulink (pip install psyneulink)" + ) from e FORMAT_DEFAULT = FORMAT_NUMPY @@ -40,9 +48,9 @@ def evaluate_expr( expr: Union[str, List[str], np.ndarray, "tf.tensor"] = None, - func_params: Optional[Dict[str, Any]] = None, - array_format: Optional[str] = None, - verbose: bool = False, + func_params: Dict[str, Any] = None, + array_format: str = FORMAT_DEFAULT, + verbose: Optional[bool] = False, ) -> np.ndarray: """Evaluates an expression given in string format using func_parameters @@ -76,20 +84,20 @@ class EvaluableFunction: verbose: If set to True Provides in-depth information else verbose message is not displayed """ - def __init__(self, function: Function = False, verbose: Optional[str] = False): + def __init__(self, function: Function = False, verbose: Optional[bool] = False): self.verbose = verbose self.function = function def evaluate( self, - parameters: Optional[Dict[str, Any]] = None, - array_format: Optional[str] = None, + parameters: Dict[str, Any] = None, + array_format: str = FORMAT_DEFAULT, ) -> Dict[str, Any]: r"""Performs evaluation on the basis of given parameters and array_format Args: - parameters: A dictionary of function parameters,e.g.logistic, parameters={'gain':2,"bias"=3,"offset":1} + parameters: A dictionary of function parameters,e.g.logistic, parameters={'gain': 2,"bias": 3,"offset": 1} array_format: It can be a n-dimensional array or a tensor Returns: @@ -183,15 +191,15 @@ def __init__(self, state: State, verbose: bool = False): def evaluate( self, - parameters: Optional[Dict[str, Any]] = None, - time_increment: Optional[Union[int, float]] = None, - array_format: Optional[str] = None, + parameters: Dict[str, Any] = None, + time_increment: Union[int, float] = None, + array_format: str = FORMAT_DEFAULT, ) -> Union[int, np.ndarray]: r"""Evaluate state variables Args: - parameters: A dictionary of parameters{'gain':2,"bias"=3,"offset":1} + parameters: A dictionary of parameters{'gain': 2,"bias": 3,"offset": 1} time_increment: Time step for next execution at the node array_format: It can be a n-dimensional array or a tensor @@ -249,14 +257,14 @@ class EvaluableOutput: verbose: If set to True Provides in-depth information else verbose message is not displayed """ - def __init__(self, output_port: OutputPort, verbose: bool = False): + def __init__(self, output_port: OutputPort, verbose: Optional[bool] = False): self.verbose = verbose self.output_port = output_port def evaluate( self, - parameters: Optional[Dict[str, Any]] = None, - array_format: Optional[str] = None, + parameters: Dict[str, Any] = None, + array_format: str = FORMAT_DEFAULT, ) -> Union[int, np.ndarray]: """Evaluate the value at the output port on the basis of parameters and array_format @@ -297,7 +305,7 @@ class EvaluableInput: verbose: If set to True Provides in-depth information else verbose message is not displayed """ - def __init__(self, input_port: InputPort, verbose: bool = False): + def __init__(self, input_port: InputPort, verbose: Optional[bool] = False): self.verbose = verbose self.input_port = input_port self.curr_value = 0 @@ -313,9 +321,7 @@ def set_input_value(self, value: Union[str, int, np.ndarray]): self.curr_value = value def evaluate( - self, - parameters: Optional[Dict[str, Any]] = None, - array_format: Optional[str] = None, + self, parameters: Dict[str, Any] = None, array_format: str = FORMAT_DEFAULT ) -> Union[int, np.ndarray]: """Evaluates value at Input port based on parameters and array_format @@ -347,7 +353,7 @@ class EvaluableNode: verbose: If set to True Provides in-depth information else verbose message is not displayed """ - def __init__(self, node: Node, verbose=False): + def __init__(self, node: Node, verbose: Optional[bool] = False): self.verbose = verbose self.node = node self.evaluable_inputs = {} @@ -422,7 +428,11 @@ def __init__(self, node: Node, verbose=False): def initialize(self): pass - def evaluate(self, time_increment=None, array_format: Optional[str] = None): + def evaluate( + self, + time_increment: Union[int, float] = None, + array_format: str = FORMAT_DEFAULT, + ): if self.verbose: print( @@ -457,7 +467,7 @@ def evaluate(self, time_increment=None, array_format: Optional[str] = None): for eop in self.evaluable_outputs: self.evaluable_outputs[eop].evaluate(curr_params, array_format=array_format) - def get_output(self, id: Optional[str]) -> Union[int, np.ndarray]: + def get_output(self, id: str) -> Union[int, np.ndarray]: """Get value at output port for given output port's id Args: @@ -481,7 +491,7 @@ class EvaluableGraph: """ - def __init__(self, graph: Graph, verbose=False): + def __init__(self, graph: Graph, verbose: Optional[bool] = False): self.verbose = verbose print("\nInit graph: %s" % graph.id) self.graph = graph @@ -540,8 +550,8 @@ def __init__(self, graph: Graph, verbose=False): def evaluate( self, - time_increment: Union[float] = None, - array_format=FORMAT_DEFAULT, + time_increment: Union[int, float] = None, + array_format: str = FORMAT_DEFAULT, initializer: Optional[Dict[str, Any]] = None, ): """Evaluates the graph @@ -601,7 +611,10 @@ def evaluate( print("Trial terminated") def evaluate_edge( - self, edge: Edge, time_increment=None, array_format=FORMAT_DEFAULT + self, + edge: Edge, + time_increment: Union[int, float] = None, + array_format: str = FORMAT_DEFAULT, ): pre_node = self.enodes[edge.sender] post_node = self.enodes[edge.receiver] @@ -626,7 +639,7 @@ def evaluate_edge( input_value = value if weight == 1 else value * weight post_node.evaluable_inputs[edge.receiver_port].set_input_value(input_value) - def parse_condition(self, condition: Condition) -> object: + def parse_condition(self, condition: Condition) -> scheduling.Condition: try: typ = getattr(scheduling.condition, condition["type"]) except AttributeError as e: diff --git a/src/modeci_mdf/standard_functions.py b/src/modeci_mdf/standard_functions.py index 279cc119..c254bc0c 100644 --- a/src/modeci_mdf/standard_functions.py +++ b/src/modeci_mdf/standard_functions.py @@ -10,10 +10,10 @@ def _add_mdf_function( - name: [str] = None, - description: Optional[str] = None, - arguments: Optional[List[str]] = None, - expression_string: Optional[str] = None, + name: str = None, + description: str = None, + arguments: List[str] = None, + expression_string: str = None, ): """To include a new function in mdf_functions @@ -43,7 +43,7 @@ def _add_mdf_function( mdf_functions[name]["function"] = None -def create_python_expression(expression_string: Optional[str] = None) -> str: +def create_python_expression(expression_string: str = None) -> str: """Converts the mathematical representation of function into function expression in python Args: @@ -61,9 +61,7 @@ def create_python_expression(expression_string: Optional[str] = None) -> str: return expression_string -def substitute_args( - expression_string: Optional[str] = None, args: Optional[Dict[str, str]] = None -) -> str: +def substitute_args(expression_string: str = None, args: Dict[str, str] = None) -> str: """Substitute arg with the value in args dict @@ -81,10 +79,10 @@ def substitute_args( def create_python_function( - name: Optional[str] = None, - expression_string: Optional[str] = None, - arguments: Optional[List[str]] = None, -) -> object: + name: str = None, + expression_string: str = None, + arguments: List[str] = None, +) -> "types.FunctionType": """create a python function e.g. linear, exponential, sin, cos, ReLu From 77fde849afd0e8f9a7aab918985bbd3049933ae6 Mon Sep 17 00:00:00 2001 From: mraunak Date: Wed, 30 Jun 2021 12:06:39 -0400 Subject: [PATCH 04/81] Sphinx merge doc_cleanup to main --- docs/sphinx/images/logo_light_bg.png | Bin 90108 -> 0 bytes docs/sphinx/source/api/mdf.rst 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+:github_url: https://github.com/ModECI/MDF + modeci\_mdf.mdf =============== diff --git a/docs/sphinx/source/api/modules.rst b/docs/sphinx/source/api/modules.rst index 19765d8b..67c6ba42 100644 --- a/docs/sphinx/source/api/modules.rst +++ b/docs/sphinx/source/api/modules.rst @@ -1,3 +1,5 @@ +:github_url: https://github.com/ModECI/MDF + .. toctree:: :maxdepth: 4 diff --git a/docs/sphinx/source/conf.py b/docs/sphinx/source/conf.py index 111b7ee0..efb5005b 100644 --- a/docs/sphinx/source/conf.py +++ b/docs/sphinx/source/conf.py @@ -47,6 +47,7 @@ autodoc_member_order = "bysource" autosummary_generate = True master_doc = "index" +napoleon_use_ivar = True # Source Suffix source_suffix = { @@ -65,6 +66,9 @@ # This pattern also affects html_static_path and html_extra_path. exclude_patterns = [] +# The name of the Pygments (syntax highlighting) style to use. +# pygments_style = "sphinx" + # -- Options for HTML output ------------------------------------------------- @@ -85,4 +89,7 @@ # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ["_static"] -intersphinx_mapping = {"python": ("https://docs.python.org/3", None)} +intersphinx_mapping = { + "python": ("https://docs.python.org/3", None), + "numpy": ("https://numpy.org/doc/stable", None), +} diff --git a/docs/sphinx/source/index.rst b/docs/sphinx/source/index.rst index c8be8366..3ac1854a 100644 --- a/docs/sphinx/source/index.rst +++ b/docs/sphinx/source/index.rst @@ -3,8 +3,34 @@ You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. +:github_url: https://github.com/ModECI/MDF + + + +:tocdepth: 5 + +.. |logo| image:: _static/logo_light_bg.png + :width: 10% + :target: http://modeci.org + + +|logo| Documentation +---------------------- + +MDF is intended to be an open source, community-supported standard and associated library +of tools for expressing computational models in a form that allows them to be exchanged +between diverse programming languages and execution environments. It consists of a +specification for expressing models in a serialized format (currently a JSON +representation, though others such as YAML and HDF5 are planned) and a set of Python +tools for implementing a model described using MDF. The serialized format can be used +when importing a model into a supported target environment to execute it; and, +conversely, when exporting a model built in a supported environment so that it can be +re-used in other environments. + + + .. toctree:: - :maxdepth: 2 + :maxdepth: 1 :caption: Contents: api/Introduction @@ -16,9 +42,9 @@ api/MDF_function_specifications .. toctree:: - :caption: API Reference: + :caption: API Reference: - api/modules + api/modules Indices and tables From c9774e2d4b01fedc2c08ad7c88f42b073ff764a3 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Thu, 29 Jul 2021 09:08:15 +0100 Subject: [PATCH 05/81] Initial metadata ideas --- examples/MDF/ABCD.json | 3 +++ examples/MDF/ABCD.yaml | 2 ++ examples/MDF/abcd.py | 3 ++- src/modeci_mdf/mdf.py | 3 ++- 4 files changed, 9 insertions(+), 2 deletions(-) diff --git a/examples/MDF/ABCD.json b/examples/MDF/ABCD.json index 3c99d590..f9871cf1 100644 --- a/examples/MDF/ABCD.json +++ b/examples/MDF/ABCD.json @@ -9,6 +9,9 @@ "parameters": { "input_level": 0.0 }, + "metadata": { + "color": ".8 0 0" + }, "output_ports": { "out_port": { "value": "input_level" diff --git a/examples/MDF/ABCD.yaml b/examples/MDF/ABCD.yaml index 47e7f2b2..6ca60641 100644 --- a/examples/MDF/ABCD.yaml +++ b/examples/MDF/ABCD.yaml @@ -7,6 +7,8 @@ ABCD: input0: parameters: input_level: 0.0 + metadata: + color: .8 0 0 output_ports: out_port: value: input_level diff --git a/examples/MDF/abcd.py b/examples/MDF/abcd.py index 46d8b9b8..59a74e09 100644 --- a/examples/MDF/abcd.py +++ b/examples/MDF/abcd.py @@ -14,7 +14,8 @@ def main(): mod_graph = Graph(id="abcd_example") mod.graphs.append(mod_graph) - input_node = Node(id="input0", parameters={"input_level": 0.0}) + input_node = Node(id="input0", parameters={"input_level": 0.0}, metadata = {'color':'.8 0 0'}) + op1 = OutputPort(id="out_port") op1.value = "input_level" input_node.output_ports.append(op1) diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 76fdd8eb..7346d48e 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -272,7 +272,8 @@ def __init__(self, **kwargs): ) self.allowed_fields = collections.OrderedDict( - [("parameters", ("Dict of parameters for the Node", dict))] + [("parameters", ("Dict of parameters for the Node", dict)), + ("metadata", ("Dict of metadata for the Node", dict))] ) super().__init__(**kwargs) From 9495e3031489ac1dce43484277379f976a71db3a Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Thu, 29 Jul 2021 09:50:31 +0100 Subject: [PATCH 06/81] Added example with color in metadata --- examples/MDF/ABCD.json | 14 ++++++++- examples/MDF/ABCD.yaml | 10 ++++++- examples/MDF/abcd.png | Bin 11011 -> 11514 bytes examples/MDF/abcd.py | 20 +++++++------ .../interfaces/graphviz/importer.py | 28 +++++++++++++++++- src/modeci_mdf/utils.py | 7 +++++ 6 files changed, 67 insertions(+), 12 deletions(-) diff --git a/examples/MDF/ABCD.json b/examples/MDF/ABCD.json index f9871cf1..43c6a276 100644 --- a/examples/MDF/ABCD.json +++ b/examples/MDF/ABCD.json @@ -10,7 +10,7 @@ "input_level": 0.0 }, "metadata": { - "color": ".8 0 0" + "color": ".8 .8 .8" }, "output_ports": { "out_port": { @@ -23,6 +23,9 @@ "slope": 2.1, "intercept": 2.2 }, + "metadata": { + "color": ".8 0 0" + }, "input_ports": { "input_port1": { "shape": "(1,)" @@ -50,6 +53,9 @@ "bias": 0.0, "offset": 0.0 }, + "metadata": { + "color": "0 .8 0" + }, "input_ports": { "input_port1": { "shape": "(1,)" @@ -79,6 +85,9 @@ "bias": 0.0, "offset": 0.0 }, + "metadata": { + "color": "0 0 .8" + }, "input_ports": { "input_port1": { "shape": "(1,)" @@ -106,6 +115,9 @@ "parameters": { "scale": 1.0 }, + "metadata": { + "color": ".8 0 .8" + }, "input_ports": { "input_port1": { "shape": "(1,)" diff --git a/examples/MDF/ABCD.yaml b/examples/MDF/ABCD.yaml index 6ca60641..3445c9b9 100644 --- a/examples/MDF/ABCD.yaml +++ b/examples/MDF/ABCD.yaml @@ -8,7 +8,7 @@ ABCD: parameters: input_level: 0.0 metadata: - color: .8 0 0 + color: .8 .8 .8 output_ports: out_port: value: 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a/src/modeci_mdf/utils.py +++ b/src/modeci_mdf/utils.py @@ -103,3 +103,10 @@ def load_mdf_yaml(filename): model = _parse_element(data, model) return model + +def color_rgb_to_hex(rgb): + color = '#' + print('Converting %s to hex color'%rgb) + for a in rgb.split(): + color = color+'%02x'%int(float(a)*255) + return color From b13235f4dd79f44a3028285438bfc5a93718f47a Mon Sep 17 00:00:00 2001 From: mraunak Date: Tue, 3 Aug 2021 16:11:00 -0400 Subject: [PATCH 07/81] Documentation of mdf.py,scheduler.py, mdf functions --- docs/MDF_function_specifications.md | 39 +++++++++++++ docs/sphinx/images/logo_light_bg.png | Bin 0 -> 90108 bytes docs/sphinx/source/api/Introduction.md | 52 +++++++++++++++++ .../source/api/MDF_function_specifications.md | 2 +- docs/sphinx/source/conf.py | 25 +++++++-- docs/sphinx/source/index.rst | 11 ++-- examples/PsyNeuLink/SimpleFN-timing.py | 42 ++++++++------ examples/PsyNeuLink/SimpleFN.py | 53 ++++++++++-------- examples/PsyNeuLink/model_ABCD.py | 32 ++++++----- setup.py | 2 + .../interfaces/graphviz/importer.py | 19 ++++--- src/modeci_mdf/mdf.py | 4 +- src/modeci_mdf/scheduler.py | 16 ++++++ test_all.sh | 29 ++++++++-- tests/test_model.py | 20 ++----- 15 files changed, 251 insertions(+), 95 deletions(-) create mode 100644 docs/MDF_function_specifications.md create mode 100644 docs/sphinx/images/logo_light_bg.png create mode 100644 docs/sphinx/source/api/Introduction.md diff --git a/docs/MDF_function_specifications.md b/docs/MDF_function_specifications.md new file mode 100644 index 00000000..4beb9642 --- /dev/null +++ b/docs/MDF_function_specifications.md @@ -0,0 +1,39 @@ +# Specification of standard functions in ModECI v0.1 +**Note: the ModECI MDF specification is still in development! Subject to change without (much) notice. See [here](https://github.com/ModECI/MDF/issues?q=is%3Aissue+is%3Aopen+label%3Aspecification) for ongoing discussions.** +These functions are defined in https://github.com/ModECI/MDF/blob/main/src/modeci_mdf/standard_functions.py +## All functions: + | linear | logistic | exponential | sin | cos | MatMul | Relu | +## linear +

A linear function, calculated from a slope and an intercept

+

linear(variable0, slope, intercept) = (variable0 * slope + intercept)

+

Python version: (variable0 * slope + intercept)

+ +## logistic +

Logistic function

+

logistic(variable0, gain, bias, offset) = 1/(1 + exp(-1*gain*(variable0 + bias) + offset))

+

Python version: 1/(1 + math.exp(-1*gain*(variable0 + bias) + offset))

+ +## exponential +

Exponential function

+

exponential(variable0, scale, rate, bias, offset) = scale * exp((rate * variable0) + bias) + offset

+

Python version: scale * math.exp((rate * variable0) + bias) + offset

+ +## sin +

Sine function

+

sin(variable0, scale) = scale * sin(variable0)

+

Python version: scale * math.sin(variable0)

+ +## cos +

Cosine function

+

cos(variable0, scale) = scale * cos(variable0)

+

Python version: scale * math.cos(variable0)

+ +## MatMul +

Matrix multiplication (work in progress...)

+

MatMul(A, B) = A @ B

+

Python version: A @ B

+ +## Relu +

Rectified linear function (work in progress...)

+

Relu(A) = maximum(A,0)

+

Python version: numpy.maximum(A,0)

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z3+9#oV{_2zn~jzwwms6?flpfSusZg58mn1uX|?{C_5zX0cHfF0g=ocXw@z zq_X~9zfXHXdb%nIv{VEAN6fiW6fxHUn=y*gb%+u`L3TVmJ4*k~c8A|Kny}xyWD0!lYvQmiMam9rF z&jy~KK9Gm4&~n)|yAYGSPb48hR0dhwCHq7tFB=v3Q}VlS7$rP)ySF1=t}~*nK-^{$ za?xf>CjCR2n3hwj7+RH(KQ8goG6I5pb6B-snlJR`U>`o|cw3Yk$kTkB7?F`G!O1Vr*1800r0@rg1d z@1Jvl6Gbym`P0T=yz4A>VPzbrY=+oAxz4xhZ+gitQbjf>q$6WBJNPAPhf)-!sR-za zuW{6oS5_7UqxZHMO34pEZQIz{kWRYJ4*{E)(qAO75mIv>lVya2h9|J&C8%MS(&`F@r3 UPnKY~1sdv+2dGGwNty=!5BA%%YXATM literal 0 HcmV?d00001 diff --git a/docs/sphinx/source/api/Introduction.md b/docs/sphinx/source/api/Introduction.md new file mode 100644 index 00000000..7666c21f --- /dev/null +++ b/docs/sphinx/source/api/Introduction.md @@ -0,0 +1,52 @@ +[Github](https://github.com/ModECI/MDF) + +[![Actions Status][actions-badge]][actions-link] +[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) + +# ModECI Model Description Format (MDF) +**Note: MDF is still in development! See the [open issues related to the specification](https://github.com/ModECI/MDF/issues?q=is%3Aissue+is%3Aopen+label%3Aspecification) or go [here](http://modeci.org/#aboutPage) to get in contact regarding MDF.** +*The MDF format was first proposed following a meeting organised at Princeton in July 2019 by Russ Poldrack of the Center for Reproducible Neuroscience (CRN) at Stanford and the [Brain Imaging Data Standard (BIDS)](https://bids.neuroimaging.io/) initiative. For more on the previous work in this area, see [here](https://github.com/OpenSourceBrain/PsyNeuLinkShowcase/tree/master/BIDS-MDF).* + + +## Overview + +MDF is intended to be an open source, community-supported standard and associated library of tools for expressing computational models in a form that allows them to be exchanged between diverse programming languages and execution environments. It consists of a specification for expressing models in a serialized format (currently a JSON representation, though others such as YAML and HDF5 are planned) and a set of Python tools for implementing a model described using MDF. The serialized format can be used when importing a model into a supported target environment to execute it; and, conversely, when exporting a model built in a supported environment so that it can be re-used in other environments. + +The MDF Python API can be used to create or load an MDF model for inspection and validation. It also includes a basic scheduler for simulating models in the format. However, this is not intended as a general purpose simulation environment, nor is MDF intended as a programming language. Rather, the primary purpose of the Python API is to facilitate and validate the exchange of models between existing environments that serve different communities. Accordingly, these Python tools include bi-directional support for importing to and exporting from widely-used programming environments in a range of disciplines, and for easily extending these to other environments. + +## Development + +The implementation and dissemination of the MDF language and associated tools is being carried out by the [Model Exchange and Convergence Initiative (ModECI)](http://modeci.org/), with support from the [NSF Convergence Accelerator Program](https://www.nsf.gov/od/oia/convergence-accelerator/) (Track D: AI-Driven Innovation via Data and Model Sharing), as a publicly accessible open source project. The initial design has been informed by a series of workshops involving developers of key software environments and other stakeholders in machine learning, cognitive science and neuroscience. Future workshops will address broadening of support to other domains in basic and applied science and technology development (e.g., population biology, medical informatics, structural and environmental monitoring, and complex systems control). Environments for which support is currently being developed include [PyTorch](https://pytorch.org), [ONNX](http://onnx.ai), [WebGME](https://webgme.org), [NeuroML](https://neuroml.org), [PsyNeuLink](http://www.psyneuln.deptcpanel.princeton.edu), and [ACT-R](http://act-r.psy.cmu.edu). + + +Successful interfacing of MDF to existing disciplinary standards (such as [ONNX](http://onnx.ai) in machine learning, and [NeuroML](https://neuroml.org) in neuroscience) as well as general purpose simulation environments (such as [WebGME](https://webgme.org)) will permit bridging between these environments, and translation to the broader set of environments supported by those standards (such as [Tensorflow](https://www.tensorflow.org) & [Keras](https://keras.io) in the case of ONNX, and [The Virtual Brain](https://www.thevirtualbrain.org) and [SONATA](https://github.com/AllenInstitute/sonata) in the case of NeuroML). Efforts are also underway, in collaboration with projects in the NSF Accelerator Track C (Quantum Technology), to use MDF for facilitating the implementation of computational models on [quantum hardware](https://github.com/ModECI/MDF/blob/readme_update/examples/Quantum). + + +### The core elements of the MDF standard + +**[Models](https://github.com/ModECI/MDF/blob/main/docs/README.md#model)** The highest level construct in MDF is a model that consists of one or more graphs and model attributes. The former describe the operational features of the model (its structure and execution), while the latter provide additional information useful for executing and evaluating it (e.g., test data and benchmark results). + +**[Graphs](https://github.com/ModECI/MDF/blob/main/docs/README.md#graph)** A graph specifies the structure and process flow of a model. The most fundamental element of a graph is a node, which specifies some unit of computation as one or more functions. Functions reference executable implementations in a standardized ontology (with bindings to well-established existing ontologies, such as ONNX, where available). Nodes are connected to other nodes via directed edges, which, in the absence of additional conditions, define the computational flow of the model. + +**[Nodes](https://github.com/ModECI/MDF/blob/main/docs/README.md#node)** These define the core elements of computation in a graph, that receive and transmit information via their input ports and output ports. The latter are the points of contact between a node and the edges that connect it to other nodes. Nodes can also recursively specify sub-graphs, provided the subgraphs are also valid MDF graphs. + +**[Edges](https://github.com/ModECI/MDF/blob/main/docs/README.md#edge)** These transmit information from the output port of one node to the input port of another, collectively defining a graph’s topography. Edges may contain weights that can operate on the information they carry. + +**[Conditions](https://github.com/ModECI/MDF/blob/main/docs/README.md#condition)** These are a core and distinctive element of the MDF specification, that complement other computational graph-based formats by providing a high-level set of descriptors for specifying conditional execution of nodes. This allows models with relatively complex execution requirements (e.g., containing cycles, branches, and/or temporal dependencies) to be expressed as graphs in a sufficiently abstract form that facilities exchange among high-level modeling environments without requiring that they be “lowered” to and then recovered from more elaborated procedural descriptions. + +**[Parameters and Arguments](https://github.com/ModECI/MDF/blob/main/docs/README.md#node)** Attributes that determine the configuration and operation of nodes and edges, such as function parameters and weight matrices, can be defined in the MDF using parameters. In the case of parameters specifying large data structures (e.g., weight-matrices), arrays in widely used formats (e.g. numpy arrays) can be used, and serialisation in portable binary formats (e.g. HDF5) will be supported.. Functions can have dynamically-set attributes in the form of arguments, often sourced from an input port on the node containing that function. Conditions may use arguments which are both static and dynamic. For example, a threshold condition may compare a dynamically-changing value, passed as an argument, against a static threshold parameter. + +**[States](https://github.com/ModECI/MDF/blob/main/docs/README.md#state)** For information that must persist between executions of a node (such as integrator functions), MDF nodes support states, which can be modified and accessed on a given execution, and will persist and be available in subsequent executions. + +**[Model Attributes](https://github.com/ModECI/MDF/blob/main/docs/README.md#model)** These provide for the definition of model “meta-data,” including contact information, citations, acknowledgements, pointers to sample data and benchmark results, and environments in which the specified model was originally implemented and any that have been validated to support its execution. + +


Fig 1:A simple graph with 3 nodes and 2 edges expressed in MDF.

+ +


Fig 2:This graph illustrates the ability to specify behavior that extends beyond the directed flow through the graph. Here, Node 1 generates a random number and transmits that number to Node 2. Node 2 will only run if the number it receives from Node 1 is greater than 10.

+ +## Examples + +Multiple examples of serialized MDF files, the Python scripts used to generate them, as well as mappings to target environments can be found [here](https://github.com/ModECI/MDF/blob/main/examples/README.md). + +[actions-badge]: https://github.com/ModECI/MDF/actions/workflows/ci.yml/badge.svg +[actions-link]: https://github.com/ModECI/MDF/actions diff --git a/docs/sphinx/source/api/MDF_function_specifications.md b/docs/sphinx/source/api/MDF_function_specifications.md index c23b0812..f13bbf3b 100644 --- a/docs/sphinx/source/api/MDF_function_specifications.md +++ b/docs/sphinx/source/api/MDF_function_specifications.md @@ -1,6 +1,6 @@ # Specification of standard functions in ModECI v0.1 **Note: the ModECI MDF specification is still in development! Subject to change without (much) notice. See [here](https://github.com/ModECI/MDF/issues?q=is%3Aissue+is%3Aopen+label%3Aspecification) for ongoing discussions.** -These functions are defined in https://github.com/ModECI/MDF/blob/main/src/modeci_mdf/standard_functions.py +These functions are defined in [Github](https://github.com/ModECI/MDF/blob/main/src/modeci_mdf/standard_functions.py) ## All functions: | MatMul | Relu | change_goal | check_termination | conflict_resolution_function | cos | exponential | linear | logistic | onnx::Abs | onnx::Acos | onnx::Acosh | onnx::Add | onnx::And | onnx::ArgMax | onnx::ArgMin | onnx::Asin | onnx::Asinh | onnx::Atan | onnx::Atanh | onnx::AveragePool | onnx::BatchNormalization | onnx::BitShift | onnx::Cast | onnx::Ceil | onnx::Celu | onnx::Clip | onnx::Compress | onnx::Concat | onnx::ConcatFromSequence | onnx::Constant | onnx::ConstantOfShape | onnx::Conv | onnx::ConvInteger | onnx::ConvTranspose | onnx::Cos | onnx::Cosh | onnx::CumSum | onnx::DepthToSpace | onnx::DequantizeLinear | onnx::Det | onnx::Div | onnx::Dropout | onnx::DynamicQuantizeLinear | onnx::Einsum | onnx::Elu | onnx::Equal | onnx::Erf | onnx::Exp | onnx::Expand | onnx::EyeLike | onnx::Flatten | onnx::Floor | onnx::GRU | onnx::Gather | onnx::GatherElements | onnx::GatherND | onnx::Gemm | onnx::GlobalAveragePool | onnx::GlobalLpPool | onnx::GlobalMaxPool | onnx::Greater | onnx::GreaterOrEqual | onnx::HardSigmoid | onnx::Hardmax | onnx::Identity | onnx::If | onnx::InstanceNormalization | onnx::IsInf | onnx::IsNaN | onnx::LRN | onnx::LSTM | onnx::LeakyRelu | onnx::Less | onnx::LessOrEqual | onnx::Log | onnx::LogSoftmax | onnx::Loop | onnx::LpNormalization | onnx::LpPool | onnx::MatMul | onnx::MatMulInteger | onnx::Max | onnx::MaxPool | onnx::MaxRoiPool | onnx::MaxUnpool | onnx::Mean | onnx::MeanVarianceNormalization | onnx::Min | onnx::Mod | onnx::Mul | onnx::Multinomial | onnx::Neg | onnx::NegativeLogLikelihoodLoss | onnx::NonMaxSuppression | onnx::NonZero | onnx::Not | onnx::OneHot | onnx::Or | onnx::PRelu | onnx::Pad | onnx::Pow | onnx::QLinearConv | onnx::QLinearMatMul | onnx::QuantizeLinear | onnx::RNN | onnx::RandomNormal | onnx::RandomNormalLike | onnx::RandomUniform | onnx::RandomUniformLike | onnx::Range | onnx::Reciprocal | onnx::ReduceL1 | onnx::ReduceL2 | onnx::ReduceLogSum | onnx::ReduceLogSumExp | onnx::ReduceMax | onnx::ReduceMean | onnx::ReduceMin | onnx::ReduceProd | onnx::ReduceSum | onnx::ReduceSumSquare | onnx::Relu | onnx::Reshape | onnx::Resize | onnx::ReverseSequence | onnx::RoiAlign | onnx::Round | onnx::Scan | onnx::Scatter | onnx::ScatterElements | onnx::ScatterND | onnx::Selu | onnx::SequenceAt | onnx::SequenceConstruct | onnx::SequenceEmpty | onnx::SequenceErase | onnx::SequenceInsert | onnx::SequenceLength | onnx::Shape | onnx::Shrink | onnx::Sigmoid | onnx::Sign | onnx::Sin | onnx::Sinh | onnx::Size | onnx::Slice | onnx::Softmax | onnx::SoftmaxCrossEntropyLoss | onnx::Softplus | onnx::Softsign | onnx::SpaceToDepth | onnx::Split | onnx::SplitToSequence | onnx::Sqrt | onnx::Squeeze | onnx::StringNormalizer | onnx::Sub | onnx::Sum | onnx::Tan | onnx::Tanh | onnx::TfIdfVectorizer | onnx::ThresholdedRelu | onnx::Tile | onnx::TopK | onnx::Transpose | onnx::Unique | onnx::Unsqueeze | onnx::Upsample | onnx::Where | onnx::Xor | pattern_matching_function | retrieve_chunk | sin | update_goal | update_retrieval | ## linear diff --git a/docs/sphinx/source/conf.py b/docs/sphinx/source/conf.py index efb5005b..fd45c93c 100644 --- a/docs/sphinx/source/conf.py +++ b/docs/sphinx/source/conf.py @@ -30,7 +30,6 @@ extensions = [ "sphinx.ext.autodoc", "sphinx.ext.napoleon", - "nbsphinx", "sphinx.ext.mathjax", "sphinx_copybutton", "sphinx_rtd_theme", @@ -48,6 +47,9 @@ autosummary_generate = True master_doc = "index" napoleon_use_ivar = True +autosectionlabel_prefix_document = True + +html_logo = "../../sphinx/images/logo_dark_bg.png" # Source Suffix source_suffix = { @@ -80,16 +82,31 @@ html_theme_options = { "collapse_navigation": False, "display_version": True, - "logo_only": True, - "navigation_depth": 2, + "logo_only": False, + "navigation_depth": -1, + "includehidden": True, } +# Output file base name for HTML help builder. +htmlhelp_basename = "ModECI_MDFdoc" + # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ["_static"] +# Example configuration for intersphinx: refer to the Python standard library. intersphinx_mapping = { - "python": ("https://docs.python.org/3", None), + "python": ("https://docs.python.org/", None), "numpy": ("https://numpy.org/doc/stable", None), + "pytest": ("https://docs.pytest.org/en/stable", None), } + +from sphinx.ext.autodoc import ClassLevelDocumenter, InstanceAttributeDocumenter + + +def add_directive_header(self, sig): + ClassLevelDocumenter.add_directive_header(self, sig) + + +InstanceAttributeDocumenter.add_directive_header = add_directive_header diff --git a/docs/sphinx/source/index.rst b/docs/sphinx/source/index.rst index 3ac1854a..6fcc2436 100644 --- a/docs/sphinx/source/index.rst +++ b/docs/sphinx/source/index.rst @@ -7,15 +7,12 @@ -:tocdepth: 5 - -.. |logo| image:: _static/logo_light_bg.png - :width: 10% +.. |logo| image:: ../../sphinx/images/logo_dark_bg.png + :width: 15% :target: http://modeci.org - -|logo| Documentation ----------------------- +|logo| ModECI_MDF +==================== MDF is intended to be an open source, community-supported standard and associated library of tools for expressing computational models in a form that allows them to be exchanged diff --git a/examples/PsyNeuLink/SimpleFN-timing.py b/examples/PsyNeuLink/SimpleFN-timing.py index 1702fe1c..51918011 100644 --- a/examples/PsyNeuLink/SimpleFN-timing.py +++ b/examples/PsyNeuLink/SimpleFN-timing.py @@ -13,11 +13,11 @@ time_step_size=time_step_size, ) -print('Running simple model of FitzHugh Nagumo cell for %sms: %s' % (simtime, fhn)) +print(f"Running simple model of FitzHugh Nagumo cell for {simtime}ms: {fhn}") -fn = pnl.IntegratorMechanism(name='fn', function=fhn) +fn = pnl.IntegratorMechanism(name="fn", function=fhn) -comp = pnl.Composition(name='comp') +comp = pnl.Composition(name="comp") comp.add_linear_processing_pathway([fn]) # Left commented because TimeInterval is still to be implemented in PNL @@ -30,35 +30,40 @@ comp.termination_processing = { pnl.TimeScale.RUN: pnl.Never(), # default, "Never" for early termination - ends when all trials finished - pnl.TimeScale.TRIAL: pnl.AfterNCalls(fn, int(simtime / dt)) # replicates time condition + pnl.TimeScale.TRIAL: pnl.AfterNCalls( + fn, int(simtime / dt) + ) # replicates time condition # pnl.TimeScale.TRIAL: pnl.TimeInterval(end=100, unit='ms') } -print('Running the SimpleFN model...') +print("Running the SimpleFN model...") comp.run(inputs={fn: 0}, log=True) -print('Finished running the SimpleFN model') +print("Finished running the SimpleFN model") for node in comp.nodes: - print(f'=== {node} {node.name}: {node.parameters.value.get(comp)}') + print(f"=== {node} {node.name}: {node.parameters.value.get(comp)}") -def generate_time_array(node, context=comp.default_execution_id, param='value'): +def generate_time_array(node, context=comp.default_execution_id, param="value"): return [entry.time.pass_ for entry in getattr(node.parameters, param).log[context]] -def generate_value_array(node, index, context=comp.default_execution_id, param='value'): - return [float(entry.value[index]) for entry in getattr(node.parameters, param).log[context]] +def generate_value_array(node, index, context=comp.default_execution_id, param="value"): + return [ + float(entry.value[index]) + for entry in getattr(node.parameters, param).log[context] + ] -''' +""" for node in comp.nodes: print(f'>> {node}: {generate_time_array(node)}') for i in [0,1,2]: - print(f'>> {node}: {generate_value_array(node,i)}')''' + print(f'>> {node}: {generate_value_array(node,i)}')""" fig, axes = plt.subplots() @@ -66,13 +71,12 @@ def generate_value_array(node, index, context=comp.default_execution_id, param=' x_values = {node: generate_time_array(node) for node in comp.nodes} y_values = {node: generate_value_array(node, i) for node in comp.nodes} - fout = open('SimpleFN-timing_%i.dat' % i, 'w') + fout = open("SimpleFN-timing_%i.dat" % i, "w") for index in range(len(x_values[node])): # 1000 to convert ms to s fout.write( - f'{0}\t{1}\n'.format( - x_values[node][index] * time_step_size / 1000.0, - y_values[node][index] + f"{0}\t{1}\n".format( + x_values[node][index] * time_step_size / 1000.0, y_values[node][index] ) ) fout.close() @@ -81,9 +85,11 @@ def generate_value_array(node, index, context=comp.default_execution_id, param=' axes.plot( [t * time_step_size / 1000.0 for t in x_values[node]], y_values[node], - label=f'Value of {i} {node.name}, {node.function.__class__.__name__}' + label=f"Value of {i} {node.name}, {node.function.__class__.__name__}", ) -axes.set_xlabel('Time (s)') +axes.set_xlabel("Time (s)") +axes.set_title("FitzHughNagumoIntegrator") axes.legend() +plt.savefig("SimpleFN-timing.png") # plt.show() diff --git a/examples/PsyNeuLink/SimpleFN.py b/examples/PsyNeuLink/SimpleFN.py index 8e1d6eb8..4cf7022e 100644 --- a/examples/PsyNeuLink/SimpleFN.py +++ b/examples/PsyNeuLink/SimpleFN.py @@ -4,8 +4,8 @@ dt = 0.05 simtime = 100 -time_step_size=dt -num_trials=int(simtime/dt) +time_step_size = dt +num_trials = int(simtime / dt) fhn = pnl.FitzHughNagumoIntegrator( initial_v=-1, @@ -14,58 +14,67 @@ time_step_size=time_step_size, ) -print('Running simple model of FitzHugh Nagumo cell for %sms: %s'%(simtime, fhn)) +print(f"Running simple model of FitzHugh Nagumo cell for {simtime}ms: {fhn}") -fn = pnl.IntegratorMechanism(name='fn', function=fhn) +fn = pnl.IntegratorMechanism(name="fn", function=fhn) -comp = pnl.Composition(name='comp') +comp = pnl.Composition(name="comp") comp.add_linear_processing_pathway([fn]) -print('Running the SimpleFN model...') +print("Running the SimpleFN model...") -comp.run(inputs={fn:0}, log=True, num_trials=num_trials) +comp.run(inputs={fn: 0}, log=True, num_trials=num_trials) -print('Finished running the SimpleFN model') +print("Finished running the SimpleFN model") for node in comp.nodes: - print(f'=== {node} {node.name}: {node.parameters.value.get(comp)}') + print(f"=== {node} {node.name}: {node.parameters.value.get(comp)}") import matplotlib.pyplot as plt -def generate_time_array(node, context=comp.default_execution_id, param='value'): + +def generate_time_array(node, context=comp.default_execution_id, param="value"): return [entry.time.trial for entry in getattr(node.parameters, param).log[context]] -def generate_value_array(node, index, context=comp.default_execution_id, param='value'): - return [float(entry.value[index]) for entry in getattr(node.parameters, param).log[context]] -''' + +def generate_value_array(node, index, context=comp.default_execution_id, param="value"): + return [ + float(entry.value[index]) + for entry in getattr(node.parameters, param).log[context] + ] + + +""" for node in comp.nodes: print(f'>> {node}: {generate_time_array(node)}') for i in [0,1,2]: - print(f'>> {node}: {generate_value_array(node,i)}')''' + print(f'>> {node}: {generate_value_array(node,i)}')""" fig, axes = plt.subplots() -for i in [0,1]: +for i in [0, 1]: x_values = {node: generate_time_array(node) for node in comp.nodes} y_values = {node: generate_value_array(node, i) for node in comp.nodes} - fout = open('SimpleFN_%i.dat'%i,'w') + fout = open("SimpleFN_%i.dat" % i, "w") for index in range(len(x_values[node])): # 1000 to convert ms to s - fout.write('%s\t%s\n'%(x_values[node][index]*time_step_size/1000.0, \ - y_values[node][index])) + fout.write( + "%s\t%s\n" + % (x_values[node][index] * time_step_size / 1000.0, y_values[node][index]) + ) fout.close() for node in comp.nodes: axes.plot( - [t*time_step_size/1000.0 for t in x_values[node]], + [t * time_step_size / 1000.0 for t in x_values[node]], y_values[node], - label=f'Value of {i} {node.name}, {node.function.__class__.__name__}' + # label=f'Value of {i} {node.name}, {node.function.__class__.__name__}' ) -axes.set_xlabel('Time (s)') +axes.set_xlabel("Time (s)") axes.legend() -# plt.show() +plt.show() diff --git a/examples/PsyNeuLink/model_ABCD.py b/examples/PsyNeuLink/model_ABCD.py index 7fc0e6ac..773381a4 100644 --- a/examples/PsyNeuLink/model_ABCD.py +++ b/examples/PsyNeuLink/model_ABCD.py @@ -1,11 +1,11 @@ import psyneulink as pnl -comp = pnl.Composition(name='ABCD') +comp = pnl.Composition(name="ABCD") -A = pnl.TransferMechanism(function=pnl.Linear(slope=2.0, intercept=2.0), name='A') -B = pnl.TransferMechanism(function=pnl.Logistic, name='B') -C = pnl.TransferMechanism(function=pnl.Exponential, name='C') -D = pnl.IntegratorMechanism(function=pnl.SimpleIntegrator(rate=.05), name='D') +A = pnl.TransferMechanism(function=pnl.Linear(slope=2.0, intercept=2.0), name="A") +B = pnl.TransferMechanism(function=pnl.Logistic, name="B") +C = pnl.TransferMechanism(function=pnl.Exponential, name="C") +D = pnl.IntegratorMechanism(function=pnl.SimpleIntegrator(rate=0.05), name="D") for m in [A, B, C, D]: comp.add_node(m) @@ -15,22 +15,26 @@ comp.run(inputs={A: 0}, log=True, num_trials=50) -print('Finished running model') +print("Finished running model") print(comp.results) for node in comp.nodes: - print(f'{node} {node.name}: {node.parameters.value.get(comp)}') + print(f"{node} {node.name}: {node.parameters.value.get(comp)}") # comp.show_graph() try: import matplotlib.pyplot as plt - def generate_time_array(node, context='ABCD', param='value'): - return [entry.time.trial for entry in getattr(node.parameters, param).log[context]] + def generate_time_array(node, context="ABCD", param="value"): + return [ + entry.time.trial for entry in getattr(node.parameters, param).log[context] + ] - def generate_value_array(node, context='ABCD', param='value'): - return [float(entry.value) for entry in getattr(node.parameters, param).log[context]] + def generate_value_array(node, context="ABCD", param="value"): + return [ + float(entry.value) for entry in getattr(node.parameters, param).log[context] + ] x_values = {node: generate_time_array(node) for node in comp.nodes} y_values = {node: generate_value_array(node) for node in comp.nodes} @@ -41,11 +45,11 @@ def generate_value_array(node, context='ABCD', param='value'): axes.plot( x_values[node], y_values[node], - label=f'Value of {node.name}, {node.function.__class__.__name__}' + label=f"Value of {node.name}, {node.function.__class__.__name__}", ) - axes.set_xlabel('Trial') + axes.set_xlabel("Trial") axes.legend() - # plt.show() + plt.savefig("model_ABCD.png") except ImportError: pass diff --git a/setup.py b/setup.py index 5e574b01..3d7be63b 100644 --- a/setup.py +++ b/setup.py @@ -20,6 +20,8 @@ "myst_parser", "sphinx_markdown_tables", "sphinx-autoapi", + "pytorch-sphinx-theme==0.0.19", + "sphinxcontrib-versioning", ], "dev": [], } diff --git a/src/modeci_mdf/interfaces/graphviz/importer.py b/src/modeci_mdf/interfaces/graphviz/importer.py index d593500e..fdec7b11 100644 --- a/src/modeci_mdf/interfaces/graphviz/importer.py +++ b/src/modeci_mdf/interfaces/graphviz/importer.py @@ -1,8 +1,6 @@ """ Simple export of MDF to GraphViz for generating graphics - Work in progress... - """ import sys @@ -106,13 +104,20 @@ def match_in_expr(s, node): def mdf_to_graphviz( - mdf_graph, engine="dot", output_format="png", view_on_render=False, level=LEVEL_2, filename_root=None + mdf_graph, + engine="dot", + output_format="png", + view_on_render=False, + level=LEVEL_2, + filename_root=None, ): DEFAULT_POP_SHAPE = "ellipse" DEFAULT_ARROW_SHAPE = "empty" - print("Converting MDF graph: %s to graphviz (level: %s, format: %s)" % (mdf_graph.id, level, output_format)) + print( + f"Converting MDF graph: {mdf_graph.id} to graphviz (level: {level}, format: {output_format})" + ) graph = graphviz.Digraph( mdf_graph.id, @@ -239,7 +244,7 @@ def mdf_to_graphviz( graph.view() else: name = graph.render() - print('Written graph image to: %s'%name) + print("Written graph image to: %s" % name) if __name__ == "__main__": @@ -269,6 +274,4 @@ def mdf_to_graphviz( print("------------------") # nmllite_file = example.replace('.json','.nmllite.json') - mdf_to_graphviz( - mod_graph, engine=engines["d"], view_on_render=view, level=int(sys.argv[2]) - ) + mdf_to_graphviz(mod_graph, engine=engines["d"], view_on_render=view, level=2) diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 9682cfd4..30c798d5 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -274,7 +274,7 @@ def inputs(self: "Graph") -> List[Tuple["Node", "InputPort"]]: class Node(BaseWithId): r"""A self contained unit of evaluation receiving input from other Nodes on InputPort(s). - The values from these are processed via a number of _Function_s and one or more final values + The values from these are processed via a number of Functions and one or more final values are calculated on the OutputPort Args: @@ -282,7 +282,7 @@ class Node(BaseWithId): """ _definition = ( "A self contained unit of evaluation receiving input from other Nodes on _InputPort_s. " - + "The values from these are processed via a number of _Function_s and one or more final values " + + "The values from these are processed via a number of Functions and one or more final values " "are calculated on the _OutputPort_s " ) diff --git a/src/modeci_mdf/scheduler.py b/src/modeci_mdf/scheduler.py index cbd2ed2a..3f3090bf 100644 --- a/src/modeci_mdf/scheduler.py +++ b/src/modeci_mdf/scheduler.py @@ -616,6 +616,13 @@ def evaluate_edge( time_increment: Union[int, float] = None, array_format: str = FORMAT_DEFAULT, ): + """Evaluates edges in graph + + Args: + time_increment: Time step for next execution + array_format: A n-dimensional array + + """ pre_node = self.enodes[edge.sender] post_node = self.enodes[edge.receiver] value = pre_node.evaluable_outputs[edge.sender_port].curr_value @@ -640,6 +647,15 @@ def evaluate_edge( post_node.evaluable_inputs[edge.receiver_port].set_input_value(input_value) def parse_condition(self, condition: Condition) -> scheduling.Condition: + """Convert the condition in a specific format + + Args: + condition: Specify the condition under which a Component should be allowed to execute + + Returns: + Condition in specific format + + """ try: typ = getattr(scheduling.condition, condition["type"]) except AttributeError as e: diff --git a/test_all.sh b/test_all.sh index 1101a53a..b1c57f01 100755 --- a/test_all.sh +++ b/test_all.sh @@ -8,23 +8,44 @@ pip install . # 2) tests examples with simple_scheduler pytest - cd examples/MDF +## Test generating MDF models, saving json/yaml & running the models + +python simple.py -run +python abcd.py -run +python arrays.py -run +python states.py -run -nogui +python abc_conditions.py -run + +## Test exporting to NeuroML + python -m modeci_mdf.interfaces.neuroml.importer Simple.json -run python -m modeci_mdf.interfaces.neuroml.importer ABCD.json -run python -m modeci_mdf.interfaces.neuroml.importer States.json -run +## Test exporting to graphs via GraphViz + python -m modeci_mdf.interfaces.graphviz.importer Simple.json 1 -noview mv simple_example.gv.png simple.png - - python -m modeci_mdf.interfaces.graphviz.importer Simple.json 3 -noview +mv simple_example.gv.png simple_3.png python -m modeci_mdf.interfaces.graphviz.importer ABCD.json 1 -noview - +mv abcd_example.gv.png abcd.png python -m modeci_mdf.interfaces.graphviz.importer Arrays.json 3 -noview +mv array_example.gv.png arrays.png python -m modeci_mdf.interfaces.graphviz.importer States.yaml 3 -noview +mv state_example.gv.png states.png +python -m modeci_mdf.interfaces.graphviz.importer abc_conditions.yaml 3 -noview +mv abc_conditions_example.gv.png abc_conditions.png + +## Test regenerating NeuroML + +cd ../../examples/NeuroML +./regenerateAndTest.sh + +## Generate the docs cd ../../docs python generate.py diff --git a/tests/test_model.py b/tests/test_model.py index 23cad594..de35cd99 100644 --- a/tests/test_model.py +++ b/tests/test_model.py @@ -98,9 +98,7 @@ def test_Condition_init_kwargs(): def test_model_graph_to_json(): - """ - Check if dumping a model to a simple JSON string works. - """ + """Check if dumping a model to a simple JSON string works.""" mod_graph0 = Graph(id="Test", parameters={"speed": 4}) @@ -115,9 +113,7 @@ def test_model_graph_to_json(): def test_no_input_ports_to_json(tmpdir): - """ - Test the edge case of exporting a model to JSON when it has a node with no input ports - """ + """Test the edge case of exporting a model to JSON when it has a node with no input ports""" mod = Model(id="ABCD") mod_graph = Graph(id="abcd_example") @@ -143,23 +139,17 @@ def test_no_input_ports_to_json(tmpdir): def test_node_params_empty_dict(): - """ - Test whether we don't a serialization error when passing empty dicts to Node parameters - """ + """Test whether we don't a serialization error when passing empty dicts to Node parameters""" Node(parameters={}).to_json() def test_func_args_empty_dict(): - """ - Test whether we don't a serialization error when passing empty dicts to Function args - """ + """Test whether we don't a serialization error when passing empty dicts to Function args""" Function(args={}).to_json() def test_graph_inputs(): - r""" - Test whether we can retrieve graph input node\ports via the inputs property. - """ + r"""Test whether we can retrieve graph input node\ports via the inputs property.""" mod = Model(id="ABCD") mod_graph = Graph(id="abcd_example") mod.graphs.append(mod_graph) From 4d7bf117007cf0a3dc04c34e8e24207a3f052611 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Thu, 5 Aug 2021 18:24:53 +0100 Subject: [PATCH 08/81] Some ideas --- examples/MDF/states.py | 4 +- examples/MDF/statesX.py | 96 +++++++++++++++++++ src/modeci_mdf/execution_engine.py | 82 +++++++++------- .../interfaces/graphviz/importer.py | 29 +++--- src/modeci_mdf/mdf.py | 45 ++++++++- 5 files changed, 202 insertions(+), 54 deletions(-) create mode 100644 examples/MDF/statesX.py diff --git a/examples/MDF/states.py b/examples/MDF/states.py index 8730a7d9..511d5eb0 100644 --- a/examples/MDF/states.py +++ b/examples/MDF/states.py @@ -7,7 +7,7 @@ def main(): - mod = Model(id="New_States") + mod = Model(id="States") mod_graph = Graph(id="state_example") mod.graphs.append(mod_graph) @@ -48,7 +48,7 @@ def main(): eg = EvaluableGraph(mod_graph, verbose) dt = 0.1 - + duration= 2 t = 0 recorded = {} diff --git a/examples/MDF/statesX.py b/examples/MDF/statesX.py new file mode 100644 index 00000000..b32945e3 --- /dev/null +++ b/examples/MDF/statesX.py @@ -0,0 +1,96 @@ +""" + Example of ModECI MDF - Testing state variables +""" + +from modeci_mdf.mdf import * +import sys + + +def main(): + mod = Model(id="StatesX") + mod_graph = Graph(id="state_example") + mod.graphs.append(mod_graph) + + ## Counter node + counter_node = Node(id="counter_node") + + p1 = Parameter(id="increment", value=1) + counter_node.parameters.append(p1) + + p2 = Parameter(id="count", value="count + increment") + counter_node.parameters.append(p2) + + op1 = OutputPort(id="out_port", value=p2.id) + counter_node.output_ports.append(op1) + + mod_graph.nodes.append(counter_node) + + ## Sine node... + sine_node = Node(id="sine_node") + + sine_node.parameters.append(Parameter(id="amp", value=3)) + sine_node.parameters.append(Parameter(id="period", value=0.4)) + + s1 = Parameter(id="level", default_initial_value=0, time_derivative='6.283185 * rate / period') + sine_node.parameters.append(s1) + + s2 = Parameter(id="rate", default_initial_value=1, time_derivative='-1 * 6.283185 * level / period') + sine_node.parameters.append(s2) + + op1 = OutputPort(id="out_port", value="amp * level") + sine_node.output_ports.append(op1) + + mod_graph.nodes.append(sine_node) + + new_file = mod.to_json_file("%s.json" % mod.id) + new_file = mod.to_yaml_file("%s.yaml" % mod.id) + + if "-run" in sys.argv: + verbose = True + verbose = False + from modeci_mdf.utils import load_mdf, print_summary + + from modeci_mdf.execution_engine import EvaluableGraph + + eg = EvaluableGraph(mod_graph, verbose) + dt = 0.01 + + duration= 2 + t = 0 + recorded = {} + times = [] + s = [] + while t<=duration: + times.append(t) + print("====== Evaluating at t = %s ======"%(t)) + if t == 0: + eg.evaluate() # replace with initialize? + else: + eg.evaluate(time_increment=dt) + + s.append(eg.enodes['sine_node'].evaluable_outputs['out_port'].curr_value) + t+=dt + + + if "-nogui" not in sys.argv: + import matplotlib.pyplot as plt + plt.plot(times,s) + plt.show() + + + if "-graph" in sys.argv: + mod.to_graph_image( + engine="dot", + output_format="png", + view_on_render=False, + level=3, + filename_root="states", + only_warn_on_fail=True # Makes sure test of this doesn't fail on Windows on GitHub Actions + ) + + + return mod_graph + + +if __name__ == "__main__": + main() diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index f54ac92d..0aaac7e1 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -171,43 +171,61 @@ def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT) return self.curr_value - -class EvaluableStateful_Parameters: - def __init__(self, stateful_parameter, verbose=False): +class EvaluableParameter: + def __init__(self, parameter, verbose=False): self.verbose = verbose - self.stateful_parameter = stateful_parameter - self.curr_value = stateful_parameter.default_initial_value + self.parameter = parameter + self.curr_value = 0 - def evaluate(self, parameters, array_format=FORMAT_DEFAULT): + def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT): if self.verbose: print( " Evaluating {} with {} ".format( - self.stateful_parameter, _params_info(parameters) + self.parameter, _params_info(parameters) ) ) - + if self.parameter.value: + + self.curr_value = evaluate_expr( + self.parameter.value, + parameters, + verbose=False, + array_format=array_format, + ) + else: + if time_increment == None: + + self.curr_value = evaluate_expr( + self.parameter.default_initial_value, + parameters, + verbose=False, + array_format=array_format, + ) + else: + td = evaluate_expr( + self.parameter.time_derivative, + parameters, + verbose=False, + array_format=array_format, + ) + self.curr_value += td * time_increment - self.curr_value = evaluate_expr( - self.stateful_parameter.value, - parameters, - verbose=False, - array_format=array_format, - ) - if self.verbose: print( " Evaluated %s with %s \n =\t%s" - % (self.stateful_parameter, _params_info(parameters), _val_info(self.curr_value)) + % (self.parameter, _params_info(parameters), _val_info(self.curr_value)) ) return self.curr_value + + class EvaluableOutput: def __init__(self, output_port,verbose=False): self.verbose = verbose self.output_port = output_port - + def evaluate(self, parameters, array_format=FORMAT_DEFAULT): if self.verbose: print( @@ -259,10 +277,10 @@ def __init__(self, node, verbose=False): self.verbose = verbose self.node = node self.evaluable_inputs = {} + self.evaluable_parameters = OrderedDict() self.evaluable_functions = OrderedDict() self.evaluable_states = OrderedDict() - self.evaluable_stateful_parameters = OrderedDict() - + self.evaluable_outputs = {} all_known_vars = [] @@ -278,14 +296,11 @@ def __init__(self, node, verbose=False): all_known_vars.append(ip.id) # params_init[ip] = ip.curr_value - - for s in node.stateful_parameters: - es = EvaluableStateful_Parameters(s, self.verbose) - self.evaluable_stateful_parameters[s.id] = es - all_known_vars.append(s.id) + for p in node.parameters: + ep = EvaluableParameter(p, self.verbose) + self.evaluable_parameters[p.id] = ep + all_known_vars.append(p.id) # params_init[s] = s.curr_value - - for s in node.states: es = EvaluableState(s, self.verbose) @@ -356,8 +371,6 @@ def evaluate(self, time_increment=None, array_format=FORMAT_DEFAULT): % (self.node.id, _params_info(self.node.parameters)) ) curr_params = {} - if self.node.parameters: - curr_params.update(self.node.parameters) for eip in self.evaluable_inputs: i = self.evaluable_inputs[eip].evaluate( @@ -369,9 +382,9 @@ def evaluate(self, time_increment=None, array_format=FORMAT_DEFAULT): for es in self.evaluable_states: curr_params[es] = self.evaluable_states[es].curr_value - - for es in self.evaluable_stateful_parameters: - curr_params[es] = self.evaluable_stateful_parameters[es].curr_value + # First set params to previous parameter values for use in funcs and states... + for ep in self.evaluable_parameters: + curr_params[ep] = self.evaluable_parameters[ep].curr_value for ef in self.evaluable_functions: @@ -385,9 +398,10 @@ def evaluate(self, time_increment=None, array_format=FORMAT_DEFAULT): curr_params, time_increment=time_increment, array_format=array_format ) - for es in self.evaluable_stateful_parameters: - curr_params[es] = self.evaluable_stateful_parameters[es].evaluate( - curr_params, array_format=array_format + # Now evaluate and set params to new parameter values for use in output... + for ep in self.evaluable_parameters: + curr_params[ep] = self.evaluable_parameters[ep].evaluate( + curr_params, time_increment=time_increment, array_format=array_format ) diff --git a/src/modeci_mdf/interfaces/graphviz/importer.py b/src/modeci_mdf/interfaces/graphviz/importer.py index d593500e..5a1567c1 100644 --- a/src/modeci_mdf/interfaces/graphviz/importer.py +++ b/src/modeci_mdf/interfaces/graphviz/importer.py @@ -82,10 +82,9 @@ def format_output(s): def match_in_expr(s, node): - if node.parameters: - for p in node.parameters: - if p in s: - s = s.replace(p, format_param(p)) + for p in node.parameters: + if p.id in s: + s = s.replace(p.id, format_param(p.id)) for ip in node.input_ports: if ip.id in s: @@ -132,17 +131,21 @@ def mdf_to_graphviz( if level >= LEVEL_2: if node.parameters and len(node.parameters) > 0: - info += "%s" % format_label("PARAMS") for p in node.parameters: - nn = format_num(node.parameters[p]) - breaker = "
" - info += "{} = {}{}".format( - format_param(p), - nn, - breaker if len(info.split(breaker)[-1]) > 300 else "; ", + v = "" + if p.value: + v += "value: %s" % match_in_expr(p.value, node) + if p.default_initial_value: + v += "def init value: %s" % match_in_expr( + p.default_initial_value, node + ) + if p.time_derivative: + v += ", d/dt: %s" % match_in_expr( + p.time_derivative, node + ) + info += "{}{}: {}".format( + format_label("PARAMETER"), format_state(p.id), v ) - info = info[:-5] - info += "" if node.input_ports and len(node.input_ports) > 0: for ip in node.input_ports: diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 25c973c5..3ddeec89 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -261,6 +261,7 @@ def __init__(self, **kwargs): ("input_ports", ("The _InputPort_s into the Node", InputPort)), ("functions", ("The _Function_s for the Node", Function)), ("states", ("The _State_s of the Node", State)), + ("parameters", ("The _Parameter_s of the Node", Parameter)), ("stateful_parameters",("The Stateful Parameter s of the Node",Stateful_Parameter)), ( "output_ports", @@ -272,9 +273,6 @@ def __init__(self, **kwargs): ] ) - self.allowed_fields = collections.OrderedDict( - [("parameters", ("Dict of parameters for the Node", dict))] - ) super().__init__(**kwargs) @@ -410,6 +408,43 @@ def __init__(self, **kwargs): super().__init__(**kwargs) +class Parameter(BaseWithId): + _definition = "A xxx variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_." + + def __init__(self, **kwargs): + """A state variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_ + + Args: + default_initial_value (str): The initial value of the state variable + value (str): The next value of the state variable, in terms of the inputs, functions and PREVIOUS state values + time_derivative (str): How the state varies with time, i.e. ds/dt. Unit of time is second + """ + + self.allowed_fields = collections.OrderedDict( + [ + ( + "default_initial_value", + ("The initial value of the state variable", str), + ), + ( + "value", + ( + "The next value of the state variable, in terms of the inputs, functions and PREVIOUS state values", + str, + ), + ), + ( + "time_derivative", + ( + "How the state varies with time, i.e. ds/dt. Units of time are seconds.", + str, + ), + ), + ] + ) + + super().__init__(**kwargs) + class Stateful_Parameter(BaseWithId): _definition = "A stateful parameter of a _Node_, i.e. has a value that updates by functions between evaluations of the _Node_." @@ -420,7 +455,7 @@ def __init__(self, **kwargs): Args: default_initial_value (str): The initial value of the stateful parameter value (str): The next value of the stateful parameter, in terms of the inputs, functions - + """ self.allowed_fields = collections.OrderedDict( @@ -436,7 +471,7 @@ def __init__(self, **kwargs): str, ), ), - + ] ) From fb5e7ab01fc4be2708615dfa085cc1a75721f4aa Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Fri, 6 Aug 2021 14:19:14 +0100 Subject: [PATCH 09/81] Testing updated parameters --- examples/MDF/simple.py | 7 ++- examples/MDF/states.py | 33 +++++++------- examples/MDF/statesX.py | 96 ----------------------------------------- 3 files changed, 23 insertions(+), 113 deletions(-) delete mode 100644 examples/MDF/statesX.py diff --git a/examples/MDF/simple.py b/examples/MDF/simple.py index 60cb7a50..a3d2a7ac 100644 --- a/examples/MDF/simple.py +++ b/examples/MDF/simple.py @@ -6,6 +6,7 @@ Model, Graph, Node, + Parameter, Function, InputPort, OutputPort, @@ -19,7 +20,8 @@ def main(): mod_graph = Graph(id="simple_example") mod.graphs.append(mod_graph) - input_node = Node(id="input_node", parameters={"input_level": 0.5}) + input_node = Node(id="input_node") + input_node.parameters.append(Parameter(id="input_level", value=0.5)) op1 = OutputPort(id="out_port") op1.value = "input_level" input_node.output_ports.append(op1) @@ -29,6 +31,9 @@ def main(): mod_graph.nodes.append(processing_node) processing_node.parameters = {"lin_slope": 0.5, "lin_intercept": 0, "log_gain": 3} + processing_node.parameters.append(Parameter(id="lin_slope", value=0.5)) + processing_node.parameters.append(Parameter(id="lin_intercept", value=0)) + processing_node.parameters.append(Parameter(id="log_gain", value=3)) ip1 = InputPort(id="input_port1") processing_node.input_ports.append(ip1) diff --git a/examples/MDF/states.py b/examples/MDF/states.py index 511d5eb0..82352b51 100644 --- a/examples/MDF/states.py +++ b/examples/MDF/states.py @@ -12,24 +12,30 @@ def main(): mod.graphs.append(mod_graph) ## Counter node - counter_node = Node(id="counter_node", parameters={"increment": 1}) + counter_node = Node(id="counter_node") - s1 = State(id="count", value="count + increment") - counter_node.states.append(s1) + p1 = Parameter(id="increment", value=1) + counter_node.parameters.append(p1) - op1 = OutputPort(id="out_port", value=s1.id) + p2 = Parameter(id="count", value="count + increment") + counter_node.parameters.append(p2) + + op1 = OutputPort(id="out_port", value=p2.id) counter_node.output_ports.append(op1) mod_graph.nodes.append(counter_node) ## Sine node... - sine_node = Node(id="sine_node", parameters={"amp": 3, "period": 0.4}) + sine_node = Node(id="sine_node") + + sine_node.parameters.append(Parameter(id="amp", value=3)) + sine_node.parameters.append(Parameter(id="period", value=0.4)) - s1 = State(id="level", default_initial_value=0, time_derivative='6.283185 * rate / period') - sine_node.states.append(s1) + s1 = Parameter(id="level", default_initial_value=0, time_derivative='6.283185 * rate / period') + sine_node.parameters.append(s1) - s2 = State(id="rate", default_initial_value=1, time_derivative='-1 * 6.283185 * level / period') - sine_node.states.append(s2) + s2 = Parameter(id="rate", default_initial_value=1, time_derivative='-1 * 6.283185 * level / period') + sine_node.parameters.append(s2) op1 = OutputPort(id="out_port", value="amp * level") sine_node.output_ports.append(op1) @@ -44,10 +50,10 @@ def main(): verbose = False from modeci_mdf.utils import load_mdf, print_summary - from modeci_mdf.scheduler import EvaluableGraph + from modeci_mdf.execution_engine import EvaluableGraph eg = EvaluableGraph(mod_graph, verbose) - dt = 0.1 + dt = 0.01 duration= 2 t = 0 @@ -66,11 +72,6 @@ def main(): t+=dt - import matplotlib.pyplot as plt - plt.plot(times,s) - plt.show() - plt.savefig('sine_plot.jpg') - if "-nogui" not in sys.argv: import matplotlib.pyplot as plt plt.plot(times,s) diff --git a/examples/MDF/statesX.py b/examples/MDF/statesX.py deleted file mode 100644 index b32945e3..00000000 --- a/examples/MDF/statesX.py +++ /dev/null @@ -1,96 +0,0 @@ -""" - Example of ModECI MDF - Testing state variables -""" - -from modeci_mdf.mdf import * -import sys - - -def main(): - mod = Model(id="StatesX") - mod_graph = Graph(id="state_example") - mod.graphs.append(mod_graph) - - ## Counter node - counter_node = Node(id="counter_node") - - p1 = Parameter(id="increment", value=1) - counter_node.parameters.append(p1) - - p2 = Parameter(id="count", value="count + increment") - counter_node.parameters.append(p2) - - op1 = OutputPort(id="out_port", value=p2.id) - counter_node.output_ports.append(op1) - - mod_graph.nodes.append(counter_node) - - ## Sine node... - sine_node = Node(id="sine_node") - - sine_node.parameters.append(Parameter(id="amp", value=3)) - sine_node.parameters.append(Parameter(id="period", value=0.4)) - - s1 = Parameter(id="level", default_initial_value=0, time_derivative='6.283185 * rate / period') - sine_node.parameters.append(s1) - - s2 = Parameter(id="rate", default_initial_value=1, time_derivative='-1 * 6.283185 * level / period') - sine_node.parameters.append(s2) - - op1 = OutputPort(id="out_port", value="amp * level") - sine_node.output_ports.append(op1) - - mod_graph.nodes.append(sine_node) - - new_file = mod.to_json_file("%s.json" % mod.id) - new_file = mod.to_yaml_file("%s.yaml" % mod.id) - - if "-run" in sys.argv: - verbose = True - verbose = False - from modeci_mdf.utils import load_mdf, print_summary - - from modeci_mdf.execution_engine import EvaluableGraph - - eg = EvaluableGraph(mod_graph, verbose) - dt = 0.01 - - duration= 2 - t = 0 - recorded = {} - times = [] - s = [] - while t<=duration: - times.append(t) - print("====== Evaluating at t = %s ======"%(t)) - if t == 0: - eg.evaluate() # replace with initialize? - else: - eg.evaluate(time_increment=dt) - - s.append(eg.enodes['sine_node'].evaluable_outputs['out_port'].curr_value) - t+=dt - - - if "-nogui" not in sys.argv: - import matplotlib.pyplot as plt - plt.plot(times,s) - plt.show() - - - if "-graph" in sys.argv: - mod.to_graph_image( - engine="dot", - output_format="png", - view_on_render=False, - level=3, - filename_root="states", - only_warn_on_fail=True # Makes sure test of this doesn't fail on Windows on GitHub Actions - ) - - - return mod_graph - - -if __name__ == "__main__": - main() From 4b65b7449292e5a267b98c0ce34f5529f68bc385 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Fri, 6 Aug 2021 14:47:05 +0100 Subject: [PATCH 10/81] Tested more examples --- examples/MDF/ABCD.json | 60 ++++++++++++++++++++--------- examples/MDF/ABCD.yaml | 41 ++++++++++++-------- examples/MDF/Simple.json | 20 +++++++--- examples/MDF/Simple.yaml | 14 ++++--- examples/MDF/States.json | 16 ++++---- examples/MDF/States.yaml | 11 +++--- examples/MDF/abcd.py | 23 +++++------ examples/MDF/abcd_3.png | Bin 151780 -> 0 bytes examples/MDF/images/abcd_3.png | Bin 151780 -> 177631 bytes examples/MDF/images/states.png | Bin 39385 -> 39705 bytes src/modeci_mdf/execution_engine.py | 23 ++++++++--- 11 files changed, 135 insertions(+), 73 deletions(-) delete mode 100644 examples/MDF/abcd_3.png diff --git a/examples/MDF/ABCD.json b/examples/MDF/ABCD.json index cc2367a7..ebd90783 100644 --- a/examples/MDF/ABCD.json +++ b/examples/MDF/ABCD.json @@ -7,7 +7,9 @@ "nodes": { "input0": { "parameters": { - "input_level": 0.0 + "input_level": { + "value": "0.0" + } }, "output_ports": { "out_port": { @@ -16,10 +18,6 @@ } }, "A": { - "parameters": { - "slope": 1.1, - "intercept": 1.2 - }, "input_ports": { "input_port1": { "shape": "(1,)" @@ -35,6 +33,14 @@ } } }, + "parameters": { + "slope": { + "value": "1.1" + }, + "intercept": { + "value": "1.2" + } + }, "output_ports": { "output_1": { "value": "linear_func" @@ -42,11 +48,6 @@ } }, "B": { - "parameters": { - "gain": 2.1, - "bias": 2.2, - "offset": 2.3 - }, "input_ports": { "input_port1": { "shape": "(1,)" @@ -63,6 +64,17 @@ } } }, + "parameters": { + "gain": { + "value": "2.1" + }, + "bias": { + "value": "2.2" + }, + "offset": { + "value": "2.3" + } + }, "output_ports": { "output_1": { "value": "logistic_func" @@ -70,12 +82,6 @@ } }, "C": { - "parameters": { - "scale": 3.1, - "rate": 3.2, - "bias": 3.3, - "offset": 3.4 - }, "input_ports": { "input_port1": { "shape": "(1,)" @@ -93,6 +99,20 @@ } } }, + "parameters": { + "scale": { + "value": "3.1" + }, + "rate": { + "value": "3.2" + }, + "bias": { + "value": "3.3" + }, + "offset": { + "value": "3.4" + } + }, "output_ports": { "output_1": { "value": "exponential_func" @@ -100,9 +120,6 @@ } }, "D": { - "parameters": { - "scale": 4.0 - }, "input_ports": { "input_port1": { "shape": "(1,)" @@ -117,6 +134,11 @@ } } }, + "parameters": { + "scale": { + "value": "4.0" + } + }, "output_ports": { "output_1": { "value": "sin_func" diff --git a/examples/MDF/ABCD.yaml b/examples/MDF/ABCD.yaml index 0ebdd92b..fff8078b 100644 --- a/examples/MDF/ABCD.yaml +++ b/examples/MDF/ABCD.yaml @@ -6,14 +6,12 @@ ABCD: nodes: input0: parameters: - input_level: 0.0 + input_level: + value: '0.0' output_ports: out_port: value: input_level A: - parameters: - slope: 1.1 - intercept: 1.2 input_ports: input_port1: shape: (1,) @@ -24,14 +22,15 @@ ABCD: variable0: input_port1 slope: slope intercept: intercept + parameters: + slope: + value: '1.1' + intercept: + value: '1.2' output_ports: output_1: value: linear_func B: - parameters: - gain: 2.1 - bias: 2.2 - offset: 2.3 input_ports: input_port1: shape: (1,) @@ -43,15 +42,17 @@ ABCD: gain: gain bias: bias offset: offset + parameters: + gain: + value: '2.1' + bias: + value: '2.2' + offset: + value: '2.3' output_ports: output_1: value: logistic_func C: - parameters: - scale: 3.1 - rate: 3.2 - bias: 3.3 - offset: 3.4 input_ports: input_port1: shape: (1,) @@ -64,12 +65,19 @@ ABCD: rate: rate bias: bias offset: offset + parameters: + scale: + value: '3.1' + rate: + value: '3.2' + bias: + value: '3.3' + offset: + value: '3.4' output_ports: output_1: value: exponential_func D: - parameters: - scale: 4.0 input_ports: input_port1: shape: (1,) @@ -79,6 +87,9 @@ ABCD: args: variable0: input_port1 scale: scale + parameters: + scale: + value: '4.0' output_ports: output_1: value: sin_func diff --git a/examples/MDF/Simple.json b/examples/MDF/Simple.json index a945b74d..5219a273 100644 --- a/examples/MDF/Simple.json +++ b/examples/MDF/Simple.json @@ -7,7 +7,9 @@ "nodes": { "input_node": { "parameters": { - "input_level": 0.5 + "input_level": { + "value": "0.5" + } }, "output_ports": { "out_port": { @@ -16,11 +18,6 @@ } }, "processing_node": { - "parameters": { - "lin_slope": 0.5, - "lin_intercept": 0, - "log_gain": 3 - }, "input_ports": { "input_port1": {} }, @@ -43,6 +40,17 @@ } } }, + "parameters": { + "lin_slope": { + "value": "0.5" + }, + "lin_intercept": { + "value": "0" + }, + "log_gain": { + "value": "3" + } + }, "output_ports": { "output_1": { "value": "logistic_1" diff --git a/examples/MDF/Simple.yaml b/examples/MDF/Simple.yaml index a3734521..1683e65a 100644 --- a/examples/MDF/Simple.yaml +++ b/examples/MDF/Simple.yaml @@ -6,15 +6,12 @@ Simple: nodes: input_node: parameters: - input_level: 0.5 + input_level: + value: '0.5' output_ports: out_port: value: input_level processing_node: - parameters: - lin_slope: 0.5 - lin_intercept: 0 - log_gain: 3 input_ports: input_port1: {} functions: @@ -31,6 +28,13 @@ Simple: gain: log_gain bias: 0 offset: 0 + parameters: + lin_slope: + value: '0.5' + lin_intercept: + value: '0' + log_gain: + value: '3' output_ports: output_1: value: logistic_1 diff --git a/examples/MDF/States.json b/examples/MDF/States.json index 801f6f1c..c4076719 100644 --- a/examples/MDF/States.json +++ b/examples/MDF/States.json @@ -7,9 +7,9 @@ "nodes": { "counter_node": { "parameters": { - "increment": 1 - }, - "states": { + "increment": { + "value": "1" + }, "count": { "value": "count + increment" } @@ -22,10 +22,12 @@ }, "sine_node": { "parameters": { - "amp": 3, - "period": 0.4 - }, - "states": { + "amp": { + "value": "3" + }, + "period": { + "value": "0.4" + }, "level": { "default_initial_value": "0", "time_derivative": "6.283185 * rate / period" diff --git a/examples/MDF/States.yaml b/examples/MDF/States.yaml index 30013146..def1da6f 100644 --- a/examples/MDF/States.yaml +++ b/examples/MDF/States.yaml @@ -6,8 +6,8 @@ States: nodes: counter_node: parameters: - increment: 1 - states: + increment: + value: '1' count: value: count + increment output_ports: @@ -15,9 +15,10 @@ States: value: count sine_node: parameters: - amp: 3 - period: 0.4 - states: + amp: + value: '3' + period: + value: '0.4' level: default_initial_value: '0' time_derivative: 6.283185 * rate / period diff --git a/examples/MDF/abcd.py b/examples/MDF/abcd.py index 2dff123f..d01a8c57 100644 --- a/examples/MDF/abcd.py +++ b/examples/MDF/abcd.py @@ -14,7 +14,8 @@ def main(): mod_graph = Graph(id="abcd_example") mod.graphs.append(mod_graph) - input_node = Node(id="input0", parameters={"input_level": 0.0}) + input_node = Node(id="input0") + input_node.parameters.append(Parameter(id="input_level", value=0.0)) op1 = OutputPort(id="out_port") op1.value = "input_level" input_node.output_ports.append(op1) @@ -26,8 +27,8 @@ def main(): # a = create_example_node('A', mod_graph) a = Node(id="A") mod_graph.nodes.append(a) - - a.parameters = {"slope": abcd.A_slope, "intercept": abcd.A_intercept} + a.parameters.append(Parameter(id="slope", value=abcd.A_slope)) + a.parameters.append(Parameter(id="intercept", value=abcd.A_intercept)) ip1 = InputPort(id="input_port1", shape="(1,)") a.input_ports.append(ip1) @@ -44,7 +45,9 @@ def main(): b = Node(id="B") mod_graph.nodes.append(b) - b.parameters = {"gain": abcd.B_gain, "bias": abcd.B_bias, "offset": abcd.B_offset} + b.parameters.append(Parameter(id="gain", value=abcd.B_gain)) + b.parameters.append(Parameter(id="bias", value=abcd.B_bias)) + b.parameters.append(Parameter(id="offset", value=abcd.B_offset)) ip1 = InputPort(id="input_port1", shape="(1,)") b.input_ports.append(ip1) @@ -61,12 +64,10 @@ def main(): c = Node(id="C") mod_graph.nodes.append(c) - c.parameters = { - "scale": abcd.C_scale, - "rate": abcd.C_rate, - "bias": abcd.C_bias, - "offset": abcd.C_offset, - } + c.parameters.append(Parameter(id="scale", value=abcd.C_scale)) + c.parameters.append(Parameter(id="rate", value=abcd.C_rate)) + c.parameters.append(Parameter(id="bias", value=abcd.C_bias)) + c.parameters.append(Parameter(id="offset", value=abcd.C_offset)) ip1 = InputPort(id="input_port1", shape="(1,)") c.input_ports.append(ip1) @@ -89,7 +90,7 @@ def main(): d = Node(id="D") mod_graph.nodes.append(d) - d.parameters = {"scale": abcd.D_scale} + 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zHUQH0C1?nPZvapsv>yBUTR&X}AjHiJDaxij3>GW|^Bz-EcnL}2$qXczm#0k;jHZS8;9U?C?4qYi-2~kc+WzL|=1lp350Izz^c<3t z6V)<0e;x>-%i*pTyyBfBuD^hAL1KqoU=!xu!{Y>TowS<^XhBB^b)3aY8Qz&6)?em- zf!RR8C9u84XCFa4vpt-qX85qU7}Zy1gD0$dxb0g}qrjKDYI>ya{_|y7F*>P0Ufj#` QEa|6OYI>@VRBS^250$g3^8f$< diff --git a/examples/MDF/scaling.py b/examples/MDF/scaling.py index 3a588dba..9145f1f4 100644 --- a/examples/MDF/scaling.py +++ b/examples/MDF/scaling.py @@ -25,10 +25,11 @@ def generate_test_model( mod.graphs.append(mod_graph) input_node = Node( - id="input_node", - parameters={"input_level": np.random.random_sample(input_shape).tolist()}, + id="input_node" ) + input_node.parameters.append(Parameter(id="input_level", value=np.random.random_sample(input_shape).tolist())) + input_node.output_ports.append(OutputPort(id="out_port", value="input_level")) mod_graph.nodes.append(input_node) @@ -38,17 +39,16 @@ def generate_test_model( for i in range(hidden_layers): hidden_node = Node( - id="hidden_node_%i" % i, - parameters={ - "slope0": 0.5, - "intercept0": np.random.random_sample(hidden_shape).tolist(), - }, + id="hidden_node_%i" % i ) hidden_node.input_ports.append(InputPort(id="in_port")) + hidden_node.parameters.append(Parameter(id="slope0", value=0.5)) + hidden_node.parameters.append(Parameter(id="intercept0", value=np.random.random_sample(hidden_shape).tolist())) + mod_graph.nodes.append(hidden_node) - f1 = Function( + f1 = Parameter( id="linear_1", function="linear", args={ @@ -57,7 +57,7 @@ def generate_test_model( "intercept": "intercept0", }, ) - hidden_node.functions.append(f1) + hidden_node.parameters.append(f1) hidden_node.output_ports.append(OutputPort(id="out_port", value="linear_1")) @@ -103,7 +103,7 @@ def generate_test_model( def main(): mod_graph = generate_test_model("small_test", save_to_file=True) - scale = 20 + scale = 2 mod_graph = generate_test_model( "medium_test", input_shape=(scale, scale), diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index f1288edb..6fcc0863 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -137,7 +137,7 @@ def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT) ) ) - if self.state.value: + if self.state.value is not None: self.curr_value = evaluate_expr( self.state.value, @@ -182,7 +182,7 @@ def __init__(self, parameter, verbose=False): def get_current_value(self, parameters, array_format=FORMAT_DEFAULT): if self.curr_value == None: - if self.parameter.value: + if self.parameter.value is not None: ips = {} ips.update(parameters) ips[self.parameter.id]=self.DEFAULT_INIT_VALUE @@ -210,7 +210,7 @@ def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT) ) ) - if self.parameter.value: + if self.parameter.value is not None: self.curr_value = evaluate_expr( self.parameter.value, @@ -403,7 +403,8 @@ def __init__(self, node, verbose=False): % (p.id, p.args, p.value, all_known_vars) ) all_req_vars = [] - if p.value is not None: + + if p.value is not None and type(p.value)==str: param_expr = sympy.simplify(p.value) all_req_vars.extend([str(s) for s in param_expr.free_symbols]) diff --git a/src/modeci_mdf/interfaces/graphviz/importer.py b/src/modeci_mdf/interfaces/graphviz/importer.py index 5c7d3455..e3113966 100644 --- a/src/modeci_mdf/interfaces/graphviz/importer.py +++ b/src/modeci_mdf/interfaces/graphviz/importer.py @@ -168,8 +168,8 @@ def mdf_to_graphviz( ) else: v = "" - if p.value: - v += "value: %s" % match_in_expr(p.value, node) + if p.value is not None: + v += "= %s" % match_in_expr(str(p.value), node) if p.default_initial_value: v += "def init value: %s" % match_in_expr( p.default_initial_value, node @@ -212,7 +212,7 @@ def mdf_to_graphviz( if node.states and len(node.states) > 0: for st in node.states: v = "" - if st.value: + if st.value is not None: v += "value: %s" % match_in_expr(st.value, node) if st.default_initial_value: v += "def init value: %s" % match_in_expr( @@ -232,7 +232,7 @@ def mdf_to_graphviz( format_label("OUT"), format_output(op.id), match_in_expr(op.value, node), - "(shape: %s)" % op.shape + "(shape: %s)" % op.shape if op.shape is not None else '' if level >= LEVEL_2 and op.shape is not None else "", ) diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index aa080e66..9c963816 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -409,34 +409,32 @@ def __init__(self, **kwargs): super().__init__(**kwargs) class Parameter(BaseWithId): - _definition = "A xxx variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_." + _definition = "???" def __init__(self, **kwargs): - """A state variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_ + """??? Args: - default_initial_value (str): The initial value of the state variable - value (str): The next value of the state variable, in terms of the inputs, functions and PREVIOUS state values - time_derivative (str): How the state varies with time, i.e. ds/dt. Unit of time is second + ??? """ self.allowed_fields = collections.OrderedDict( [ ( "default_initial_value", - ("The initial value of the state variable", str), + ("The initial value of the parameter", str), ), ( "value", ( - "The next value of the state variable, in terms of the inputs, functions and PREVIOUS state values", - str, + "The next value of the parameter, in terms of the inputs, functions and PREVIOUS parameter values", + EvaluableExpression, ), ), ( "time_derivative", ( - "How the state varies with time, i.e. ds/dt. Units of time are seconds.", + "How the parameter with time, i.e. ds/dt. Units of time are seconds.", str, ), ), @@ -450,7 +448,7 @@ def __init__(self, **kwargs): ( "args", ( - 'Dictionary of values for each of the arguments for the Function, e.g. if the in-build function is linear(slope), the args here could be {"slope":3} or {"slope":"input_port_0 + 2"}', + 'Dictionary of values for each of the arguments for the function, e.g. if the in-build function is linear(slope), the args here could be {"slope":3} or {"slope":"input_port_0 + 2"}', dict, ), ), From 34438879f21efd173be0c3c9af74713de74354e0 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Tue, 10 Aug 2021 18:24:18 +0100 Subject: [PATCH 17/81] More tests passing --- .gitignore | 1 + examples/MDF/simple.py | 3 +-- src/modeci_mdf/execution_engine.py | 36 ++++++++++++++++++------------ src/modeci_mdf/mdf.py | 14 +++++++++++- tests/conftest.py | 18 +++++++++------ tests/test_model.py | 31 ++++++++++++++++--------- 6 files changed, 69 insertions(+), 34 deletions(-) diff --git a/.gitignore b/.gitignore index e6c0e1ff..1639151f 100644 --- a/.gitignore +++ b/.gitignore @@ -221,3 +221,4 @@ Thumbs.db #thumbnail cache on Windows /examples/MDF/Simple.nmllite.json /examples/MDF/abcd_3 /src/modeci_mdf/interfaces/graphviz/*gv.png +/src/modeci_mdf/*.png diff --git a/examples/MDF/simple.py b/examples/MDF/simple.py index 4e5563fb..b647c53e 100644 --- a/examples/MDF/simple.py +++ b/examples/MDF/simple.py @@ -30,7 +30,6 @@ def main(): processing_node = Node(id="processing_node") mod_graph.nodes.append(processing_node) - processing_node.parameters = {"lin_slope": 0.5, "lin_intercept": 0, "log_gain": 3} processing_node.parameters.append(Parameter(id="lin_slope", value=0.5)) processing_node.parameters.append(Parameter(id="lin_intercept", value=0)) processing_node.parameters.append(Parameter(id="log_gain", value=3)) @@ -49,7 +48,7 @@ def main(): ) processing_node.parameters.append(f1) processing_node.parameters.append(f2) - + processing_node.output_ports.append(OutputPort(id="output_1", value="logistic_1")) e1 = Edge( diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index 6fcc0863..f0620555 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -180,24 +180,32 @@ def __init__(self, parameter, verbose=False): self.parameter = parameter self.curr_value = None + + def get_current_value(self, parameters, array_format=FORMAT_DEFAULT): if self.curr_value == None: if self.parameter.value is not None: - ips = {} - ips.update(parameters) - ips[self.parameter.id]=self.DEFAULT_INIT_VALUE - self.curr_value = evaluate_expr( - self.parameter.value, - ips, - verbose=False, - array_format=array_format, - ) - if self.verbose: - print( - " Initial eval of <{}> = {} ".format( - self.parameter, self.curr_value - ) + if self.parameter.is_stateful(): + if self.parameter.default_initial_value is not None: + return self.parameter.default_initial_value + else: + return self.DEFAULT_INIT_VALUE + else: + ips = {} + ips.update(parameters) + ips[self.parameter.id]=self.DEFAULT_INIT_VALUE + self.curr_value = evaluate_expr( + self.parameter.value, + ips, + verbose=False, + array_format=array_format, ) + if self.verbose: + print( + " Initial eval of <{}> = {} ".format( + self.parameter, self.curr_value + ) + ) return self.curr_value diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 9c963816..0771295c 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -4,6 +4,7 @@ import collections import onnx.defs +import sympy from typing import List, Tuple, Dict, Optional, Set @@ -457,6 +458,16 @@ def __init__(self, **kwargs): super().__init__(**kwargs) + def is_stateful(self): + if self.time_derivative is not None: + return true + if self.value is not None and type(self.value)==str: + param_expr = sympy.simplify(self.value) + sf = self.id in [str(s) for s in param_expr.free_symbols] + print('Checking whether %s is stateful, %s: %s'%(self,param_expr.free_symbols,sf)) + return sf + return False + class Stateful_Parameter(BaseWithId): _definition = "A stateful parameter of a _Node_, i.e. has a value that updates by functions between evaluations of the _Node_." @@ -586,7 +597,8 @@ def __init__(self, type=None, **kwargs): mod_graph0 = Graph(id="Test", parameters={"speed": 4}) model.graphs.append(mod_graph0) - node = Node(id="N0", parameters={"rate": 5}) + node = Node(id="N0") + node.parameters.append(Parameter(id="rate", value=5)) mod_graph0.nodes.append(node) diff --git a/tests/conftest.py b/tests/conftest.py index 9c98d7cf..07d07b60 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -3,7 +3,7 @@ import torch import torch.nn as nn -from modeci_mdf.mdf import Model, Graph, Node, Edge, InputPort, OutputPort, Function +from modeci_mdf.mdf import Model, Graph, Node, Edge, InputPort, OutputPort, Parameter # # def pytest_exception_interact(node, call, report): @@ -23,7 +23,8 @@ def simple_model_mdf(): mod_graph = Graph(id="simple_example") mod.graphs.append(mod_graph) - input_node = Node(id="input_node", parameters={"input_level": 0.5}) + input_node = Node(id="input_node") + input_node.parameters.append(Parameter(id="input_level", value=0.5)) op1 = OutputPort(id="out_port") op1.value = "input_level" input_node.output_ports.append(op1) @@ -32,22 +33,25 @@ def simple_model_mdf(): processing_node = Node(id="processing_node") mod_graph.nodes.append(processing_node) - processing_node.parameters = {"lin_slope": 0.5, "lin_intercept": 0, "log_gain": 3} + processing_node.parameters.append(Parameter(id="lin_slope", value=0.5)) + processing_node.parameters.append(Parameter(id="lin_intercept", value=0)) + processing_node.parameters.append(Parameter(id="log_gain", value=3)) + ip1 = InputPort(id="input_port1") processing_node.input_ports.append(ip1) - f1 = Function( + f1 = Parameter( id="linear_1", function="linear", args={"variable0": ip1.id, "slope": "lin_slope", "intercept": "lin_intercept"}, ) - f2 = Function( + f2 = Parameter( id="logistic_1", function="logistic", args={"variable0": f1.id, "gain": "log_gain", "bias": 0, "offset": 0}, ) - processing_node.functions.append(f1) - processing_node.functions.append(f2) + processing_node.parameters.append(f1) + processing_node.parameters.append(f2) processing_node.output_ports.append(OutputPort(id="output_1", value="logistic_1")) e1 = Edge( diff --git a/tests/test_model.py b/tests/test_model.py index 23ca3d42..8f8fbbf8 100644 --- a/tests/test_model.py +++ b/tests/test_model.py @@ -1,4 +1,4 @@ -from modeci_mdf.mdf import Model, Graph, Node, OutputPort, Function +from modeci_mdf.mdf import Model, Graph, Node, OutputPort, Function, Parameter def test_model_init_kwargs(): @@ -16,7 +16,8 @@ def test_model_graph_to_json(): mod_graph0 = Graph(id="Test", parameters={"speed": 4}) - node = Node(id="N0", parameters={"rate": 5}) + node = Node(id="N0") + node.parameters.append(Parameter(id="rate", value=5)) mod_graph0.nodes.append(node) @@ -35,14 +36,15 @@ def test_no_input_ports_to_json(tmpdir): mod_graph = Graph(id="abcd_example") mod.graphs.append(mod_graph) - input_node = Node(id="input0", parameters={"input_level": 10.0}) + input_node = Node(id="input0") + input_node.parameters.append(Parameter(id="input_level", value=10.0)) op1 = OutputPort(id="out_port") op1.value = "input_level" input_node.output_ports.append(op1) mod_graph.nodes.append(input_node) tmpfile = f"{tmpdir}/test.json" - mod_graph.to_json_file(tmpfile) + mod.to_json_file(tmpfile) # FIXME: Doesn't seem like we have any methods for deserialization. Just do some quick and dirty checks # This should really be something like assert mod_graph == deserialized_mod_graph @@ -50,22 +52,30 @@ def test_no_input_ports_to_json(tmpdir): with open(tmpfile) as f: data = json.load(f) + print(data) + + assert data["ABCD"]["graphs"]["abcd_example"]["nodes"]["input0"]["parameters"]["input_level"]["value"] == 10.0 + + from modeci_mdf.utils import load_mdf + mod_graph2 = load_mdf(tmpfile) + + print(mod_graph2) + assert mod_graph2.graphs[0].nodes[0].parameters[0].value == 10.0 - assert data["abcd_example"]["nodes"]["input0"]["parameters"]["input_level"] == 10.0 def test_node_params_empty_dict(): """ - Test whether we don't a serialization error when passing empty dicts to Node parameters + Test whether we don't a serialization error with an empty Node parameters """ - Node(parameters={}).to_json() + Node().to_json() -def test_func_args_empty_dict(): +def test_param_args_empty_dict(): """ Test whether we don't a serialization error when passing empty dicts to Function args """ - Function(args={}).to_json() + Parameter(args={}).to_json() def test_graph_inputs(): @@ -76,7 +86,8 @@ def test_graph_inputs(): mod_graph = Graph(id="abcd_example") mod.graphs.append(mod_graph) - input_node = Node(id="input0", parameters={"input_level": 10.0}) + input_node = Node(id="input0") + input_node.parameters.append(Parameter(id="input_level", value=10.0)) op1 = OutputPort(id="out_port") op1.value = "input_level" input_node.output_ports.append(op1) From 69fd8667bc569e62cf4b2a3fcce86f87f897e2c4 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Fri, 13 Aug 2021 11:51:07 +0100 Subject: [PATCH 18/81] Remove images to avoid conflicts --- examples/MDF/abcd.png | Bin 11514 -> 0 bytes src/modeci_mdf/abcd_example.gv.png | Bin 10850 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 examples/MDF/abcd.png delete mode 100644 src/modeci_mdf/abcd_example.gv.png diff --git a/examples/MDF/abcd.png b/examples/MDF/abcd.png deleted file 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From: Padraig Gleeson Date: Fri, 13 Aug 2021 11:57:55 +0100 Subject: [PATCH 19/81] More temp tidying --- examples/MDF/ABCD.json | 25 ++++--------------------- examples/MDF/abc_conditions.json | 4 +--- 2 files changed, 5 insertions(+), 24 deletions(-) diff --git a/examples/MDF/ABCD.json b/examples/MDF/ABCD.json index bc7759fd..43c6a276 100644 --- a/examples/MDF/ABCD.json +++ b/examples/MDF/ABCD.json @@ -28,8 +28,7 @@ }, "input_ports": { "input_port1": { - "shape": "(1,)", - "type":"info" + "shape": "(1,)" } }, "functions": { @@ -60,9 +59,7 @@ "input_ports": { "input_port1": { "shape": "(1,)" - } - }, "functions": { "logistic_func": { @@ -73,16 +70,12 @@ "bias": "bias", "offset": "offset" } - } }, "output_ports": { "output_1": { "value": "logistic_func" - - } - } }, "C": { @@ -99,7 +92,6 @@ "input_port1": { "shape": "(1,)" } - }, "functions": { "exponential_func": { @@ -115,8 +107,7 @@ }, "output_ports": { "output_1": { - "value": "exponential_func", - "metadata": {"info": "Value at OuputPort"} + "value": "exponential_func" } } }, @@ -140,7 +131,6 @@ "scale": "scale" } } - }, "output_ports": { "output_1": { @@ -154,33 +144,26 @@ "sender": "input0", "receiver": "A", "sender_port": "out_port", - "receiver_port": "input_port1", - "metadata": {"info": "Value at Edge"} + "receiver_port": "input_port1" }, - "edge_A_B": { "sender": "A", "receiver": "B", "sender_port": "output_1", "receiver_port": "input_port1" }, - "edge_B_C": { "sender": "B", "receiver": "C", "sender_port": "output_1", - "receiver_port": "input_port1", - "metadata": {"info": "edge_data"} - + "receiver_port": "input_port1" }, - "edge_C_D": { "sender": "C", "receiver": "D", "sender_port": "output_1", "receiver_port": "input_port1" } - } } } diff --git a/examples/MDF/abc_conditions.json b/examples/MDF/abc_conditions.json index ba79dd25..973fef3e 100644 --- a/examples/MDF/abc_conditions.json +++ b/examples/MDF/abc_conditions.json @@ -11,9 +11,7 @@ "args": { "dependency": "input0", "n": 1 - }, - "metadata": {"env_name": "description"} - + } }, "A": { "type": "Always", From 1460e1f9541edd8288ac6331e217a4195b6b7e14 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Fri, 13 Aug 2021 13:02:57 +0100 Subject: [PATCH 20/81] Fix at least one example --- examples/WebGME/output.py | 76 ++++++++++++++++++++++++++++++++++++++- 1 file changed, 75 insertions(+), 1 deletion(-) diff --git a/examples/WebGME/output.py b/examples/WebGME/output.py index 7aa7bdf2..544f54e9 100644 --- a/examples/WebGME/output.py +++ b/examples/WebGME/output.py @@ -5,7 +5,79 @@ data = json.loads( - """{"Simple":{"format":"ModECI MDF v0.1","generating_application":"Python modeci-mdf v0.1.2","notes":"","graphs":{"simple_example":{"notes":"","nodes":{"processing_node":{"parameters":{"slope":0.5,"logistic_gain":3,"intercept":0},"input_ports":{"input_port1":{"shape":"(1,)"}},"functions":{"logistic_1":{"function":"logistic","args":{"gain":"logistic_gain","bias":0,"variable0":"linear_1","offset":0}},"linear_1":{"function":"linear","args":{"variable0":"input_port1","intercept":"intercept","slope":"slope"}}},"output_ports":{"output_1":{"value":"logistic_1"}}},"input_node":{"parameters":{"input_level":0.5},"output_ports":{"out_port":{"value":"input_level"}}}},"edges":{"input_edge":{"sender":"input_node","receiver":"processing_node","sender_port":"out_port","receiver_port":"input_port1"}}}}}}""" + """{ + "Simple": { + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", + "graphs": { + "simple_example": { + "nodes": { + "input_node": { + "parameters": { + "input_level": { + "value": 0.5 + } + }, + "output_ports": { + "out_port": { + "value": "input_level" + } + } + }, + "processing_node": { + "input_ports": { + "input_port1": {} + }, + "parameters": { + "lin_slope": { + "value": 0.5 + }, + "lin_intercept": { + "value": 0 + }, + "log_gain": { + "value": 3 + }, + "linear_1": { + "function": "linear", + "args": { + "variable0": "input_port1", + "slope": "lin_slope", + "intercept": "lin_intercept" + } + }, + "logistic_1": { + "function": "logistic", + "args": { + "variable0": "linear_1", + "gain": "log_gain", + "bias": 0, + "offset": 0 + } + } + }, + "output_ports": { + "output_1": { + "value": "logistic_1" + } + } + } + }, + "edges": { + "input_edge": { + "parameters": { + "weight": 0.55 + }, + "sender": "input_node", + "receiver": "processing_node", + "sender_port": "out_port", + "receiver_port": "input_port1" + } + } + } + } + } + }""" ) model = Model() model = _parse_element(data, model) @@ -13,4 +85,6 @@ print(model) graph = model.graphs[0] egraph = EvaluableGraph(graph, False) + +###### TODO: update WebGME import to handle post https://github.com/ModECI/MDF/issues/101 changes! result = graph # DeepForge requires the concept of interest to be available as "result" From cf5cd77c420f584752efb0ed4b5ea1253620b253 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Mon, 16 Aug 2021 17:34:13 +0100 Subject: [PATCH 21/81] Fix issue graphviz example --- src/modeci_mdf/interfaces/graphviz/importer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/modeci_mdf/interfaces/graphviz/importer.py b/src/modeci_mdf/interfaces/graphviz/importer.py index fdec7b11..89f3a0d8 100644 --- a/src/modeci_mdf/interfaces/graphviz/importer.py +++ b/src/modeci_mdf/interfaces/graphviz/importer.py @@ -274,4 +274,4 @@ def mdf_to_graphviz( print("------------------") # nmllite_file = example.replace('.json','.nmllite.json') - mdf_to_graphviz(mod_graph, engine=engines["d"], view_on_render=view, level=2) + mdf_to_graphviz(mod_graph, engine=engines["d"], view_on_render=view, level=int(sys.argv[2])) From 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generating_application: Python modeci-mdf v0.1.3 + format: ModECI MDF v0.2 + generating_application: Python modeci-mdf v0.2.1 graphs: torch-jit-export: nodes: Add_1: - parameters: - B: 1.0 input_ports: input: shape: (2, 3) - functions: + parameters: + B: + value: 1.0 Add_1: function: onnx::Add args: @@ -20,55 +20,6 @@ ONNX Model: _3: value: Add_1 Loop_4: - parameters: - body: - torch-jit-export1: - nodes: - Cast_5: - parameters: - to: 1 - input: 10 - functions: - Cast_5: - function: onnx::Cast - args: - input: input - output_ports: - _11: - value: Cast_5 - Div_6: - input_ports: - x_6: - shape: (2, 3) - _11: - shape: (1,) - functions: - Div_6: - function: onnx::Div - args: - A: x_6 - B: _11 - output_ports: - _12: - value: Div_6 - Cast_7: - parameters: - to: 9 - input: 1 - functions: - Cast_7: - function: onnx::Cast - args: - input: input - output_ports: - _13: - value: Cast_7 - edges: - Cast_5._11_Div_6._11: - sender: Cast_5 - receiver: Div_6 - sender_port: _11 - receiver_port: _11 input_ports: B_loop_count_1: shape: (1,) @@ -76,7 +27,58 @@ ONNX Model: shape: () _3: shape: (2, 3) - functions: + parameters: + body: + value: + torch-jit-export1: + nodes: + Cast_5: + parameters: + to: + value: 1 + input: + value: 10 + Cast_5: + function: onnx::Cast + args: + input: input + output_ports: + _11: + value: Cast_5 + Div_6: + input_ports: + x_6: + shape: (2, 3) + _11: + shape: (1,) + parameters: + Div_6: + function: onnx::Div + args: + A: x_6 + B: _11 + output_ports: + _12: + value: Div_6 + Cast_7: + parameters: + to: + value: 9 + input: + value: 1 + Cast_7: + function: onnx::Cast + args: + input: input + output_ports: + _13: + value: Cast_7 + edges: + Cast_5._11_Div_6._11: + sender: Cast_5 + receiver: Div_6 + sender_port: _11 + receiver_port: _11 Loop_4: function: onnx::Loop args: @@ -87,12 +89,12 @@ ONNX Model: _7: value: Loop_4 Mul_9: - parameters: - B: 100.0 input_ports: _7: shape: (1,) - functions: + parameters: + B: + value: 100.0 Mul_9: function: onnx::Mul args: diff --git a/examples/ONNX/abcd.json b/examples/ONNX/abcd.json index 8d8d4a32..1c508330 100644 --- a/examples/ONNX/abcd.json +++ b/examples/ONNX/abcd.json @@ -1,7 +1,7 @@ { "ONNX Model": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "torch-jit-export": { "nodes": { @@ -11,7 +11,7 @@ "shape": "(1, 1)" } }, - "functions": { + "parameters": { "Shape_3": { "function": "onnx::Shape", "args": { @@ -26,17 +26,17 @@ } }, "ConstantOfShape_4": { - "parameters": { - "value": [ - 0.0 - ] - }, "input_ports": { "_4": { "shape": "(2,)" } }, - "functions": { + "parameters": { + "value": { + "value": [ + 0.0 + ] + }, "ConstantOfShape_4": { "function": "onnx::ConstantOfShape", "args": { @@ -51,920 +51,932 @@ } }, "Loop_5": { + "input_ports": { + "_67": { + "shape": "()" + }, + "_5": { + "shape": "(0, 0)" + } + }, "parameters": { "body": { - "torch-jit-export1": { - "nodes": { - "Equal_7": { - "parameters": { - "B": 0 - }, - "input_ports": { - "num_A_calls_11": { - "shape": "(1,)" - } - }, - "functions": { - "Equal_7": { - "function": "onnx::Equal", - "args": { - "A": "num_A_calls_11", - "B": "B" + "value": { + "torch-jit-export1": { + "nodes": { + "Equal_7": { + "input_ports": { + "num_A_calls_11": { + "shape": "(1,)" + } + }, + "parameters": { + "B": { + "value": 0 + }, + "Equal_7": { + "function": "onnx::Equal", + "args": { + "A": "num_A_calls_11", + "B": "B" + } + } + }, + "output_ports": { + "_20": { + "value": "Equal_7" } } }, - "output_ports": { - "_20": { - "value": "Equal_7" - } - } - }, - "Cast_8": { - "parameters": { - "to": 9 - }, - "input_ports": { - "_20": { - "shape": "(1,)" - } - }, - "functions": { - "Cast_8": { - "function": "onnx::Cast", - "args": { - "input": "_20" + "Cast_8": { + "input_ports": { + "_20": { + "shape": "(1,)" + } + }, + "parameters": { + "to": { + "value": 9 + }, + "Cast_8": { + "function": "onnx::Cast", + "args": { + "input": "_20" + } + } + }, + "output_ports": { + "_21": { + "value": "Cast_8" } } }, - "output_ports": { - "_21": { - "value": "Cast_8" - } - } - }, - "If_9": { - "parameters": { - "then_branch": { - "torch-jit-export2": { - "nodes": { - "Mul_11": { - "parameters": { - "A": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "input": { - "shape": "(1, 1)" - } - }, - "functions": { + "If_9": { + "input_ports": { + "_21": { + "shape": "(1,)" + } + }, + "parameters": { + "then_branch": { + "value": { + "torch-jit-export2": { + "nodes": { "Mul_11": { - "function": "onnx::Mul", - "args": { - "A": "A", - "B": "input" + "input_ports": { + "input": { + "shape": "(1, 1)" + } + }, + "parameters": { + "A": { + "value": [ + [ + 2.0 + ] + ] + }, + "Mul_11": { + "function": "onnx::Mul", + "args": { + "A": "A", + "B": "input" + } + } + }, + "output_ports": { + "_25": { + "value": "Mul_11" + } } - } - }, - "output_ports": { - "_25": { - "value": "Mul_11" - } - } - }, - "Add_13": { - "parameters": { - "B": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "_25": { - "shape": "(1, 1)" - } - }, - "functions": { + }, "Add_13": { - "function": "onnx::Add", - "args": { - "A": "_25", - "B": "B" + "input_ports": { + "_25": { + "shape": "(1, 1)" + } + }, + "parameters": { + "B": { + "value": [ + [ + 2.0 + ] + ] + }, + "Add_13": { + "function": "onnx::Add", + "args": { + "A": "_25", + "B": "B" + } + } + }, + "output_ports": { + "_27": { + "value": "Add_13" + } } - } - }, - "output_ports": { - "_27": { - "value": "Add_13" - } - } - }, - "Add_15": { - "parameters": { - "B": 1 - }, - "input_ports": { - "num_A_calls_11": { - "shape": "(1,)" - } - }, - "functions": { + }, "Add_15": { - "function": "onnx::Add", - "args": { - "A": "num_A_calls_11", - "B": "B" + "input_ports": { + "num_A_calls_11": { + "shape": "(1,)" + } + }, + "parameters": { + "B": { + "value": 1 + }, + "Add_15": { + "function": "onnx::Add", + "args": { + "A": "num_A_calls_11", + "B": "B" + } + } + }, + "output_ports": { + "_29": { + "value": "Add_15" + } } } }, - "output_ports": { - "_29": { - "value": "Add_15" + "edges": { + "Mul_11._25_Add_13._25": { + "sender": "Mul_11", + "receiver": "Add_13", + "sender_port": "_25", + "receiver_port": "_25" } } } - }, - "edges": { - "Mul_11._25_Add_13._25": { - "sender": "Mul_11", - "receiver": "Add_13", - "sender_port": "_25", - "receiver_port": "_25" - } } - } - }, - "else_branch": { - "torch-jit-export3": { - "nodes": { - "Identity_16": { - "input_ports": { - "a_10": { - "shape": "('c.10_dim_0', 'c.10_dim_1')" - } - }, - "functions": { + }, + "else_branch": { + "value": { + "torch-jit-export3": { + "nodes": { "Identity_16": { - "function": "onnx::Identity", - "args": { - "input": "a_10" + "input_ports": { + "a_10": { + "shape": "('c.10_dim_0', 'c.10_dim_1')" + } + }, + "parameters": { + "Identity_16": { + "function": "onnx::Identity", + "args": { + "input": "a_10" + } + } + }, + "output_ports": { + "a_9": { + "value": "Identity_16" + } } - } - }, - "output_ports": { - "a_9": { - "value": "Identity_16" - } - } - }, - "Identity_17": { - "input_ports": { - "num_A_calls_11": { - "shape": "(1,)" - } - }, - "functions": { + }, "Identity_17": { - "function": "onnx::Identity", - "args": { - "input": "num_A_calls_11" + "input_ports": { + "num_A_calls_11": { + "shape": "(1,)" + } + }, + "parameters": { + "Identity_17": { + "function": "onnx::Identity", + "args": { + "input": "num_A_calls_11" + } + } + }, + "output_ports": { + "num_A_calls_10": { + "value": "Identity_17" + } } } - }, - "output_ports": { - "num_A_calls_10": { - "value": "Identity_17" - } } } } + }, + "If_9": { + "function": "onnx::If", + "args": { + "cond": "_21" + } } - } - }, - "input_ports": { - "_21": { - "shape": "(1,)" - } - }, - "functions": { - "If_9": { - "function": "onnx::If", - "args": { - "cond": "_21" + }, + "output_ports": { + "_22": { + "value": "If_9" + }, + "_23": { + "value": "If_9" } } }, - "output_ports": { - "_22": { - "value": "If_9" + "Mul_19": { + "input_ports": { + "_22": { + "shape": "" + } }, - "_23": { - "value": "If_9" - } - } - }, - "Mul_19": { - "parameters": { - "A": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "_22": { - "shape": "" - } - }, - "functions": { - "Mul_19": { - "function": "onnx::Mul", - "args": { - "A": "A", - "B": "_22" + "parameters": { + "A": { + "value": [ + [ + 2.0 + ] + ] + }, + "Mul_19": { + "function": "onnx::Mul", + "args": { + "A": "A", + "B": "_22" + } } - } - }, - "output_ports": { - "_33": { - "value": "Mul_19" - } - } - }, - "Add_21": { - "parameters": { - "B": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "_33": { - "shape": "(1, 1)" - } - }, - "functions": { - "Add_21": { - "function": "onnx::Add", - "args": { - "A": "_33", - "B": "B" + }, + "output_ports": { + "_33": { + "value": "Mul_19" } } }, - "output_ports": { - "_35": { - "value": "Add_21" - } - } - }, - "Add_23": { - "parameters": { - "B": 1 - }, - "input_ports": { - "num_B_calls_8": { - "shape": "(1,)" - } - }, - "functions": { - "Add_23": { - "function": "onnx::Add", - "args": { - "A": "num_B_calls_8", - "B": "B" + "Add_21": { + "input_ports": { + "_33": { + "shape": "(1, 1)" } - } - }, - "output_ports": { - "_37": { - "value": "Add_23" - } - } - }, - "Div_25": { - "parameters": { - "B": 5 - }, - "input_ports": { - "_37": { - "shape": "" - } - }, - "functions": { - "Div_25": { - "function": "onnx::Div", - "args": { - "A": "_37", - "B": "B" + }, + "parameters": { + "B": { + "value": [ + [ + 2.0 + ] + ] + }, + "Add_21": { + "function": "onnx::Add", + "args": { + "A": "_33", + "B": "B" + } } - } - }, - "output_ports": { - "_39": { - "value": "Div_25" - } - } - }, - "Mul_27": { - "parameters": { - "B": 5 - }, - "input_ports": { - "_39": { - "shape": "(1,)" - } - }, - "functions": { - "Mul_27": { - "function": "onnx::Mul", - "args": { - "A": "_39", - "B": "B" + }, + "output_ports": { + "_35": { + "value": "Add_21" } } }, - "output_ports": { - "_41": { - "value": "Mul_27" - } - } - }, - "Sub_28": { - "input_ports": { - "_37": { - "shape": "" + "Add_23": { + "input_ports": { + "num_B_calls_8": { + "shape": "(1,)" + } }, - "_41": { - "shape": "(1,)" - } - }, - "functions": { - "Sub_28": { - "function": "onnx::Sub", - "args": { - "A": "_37", - "B": "_41" + "parameters": { + "B": { + "value": 1 + }, + "Add_23": { + "function": "onnx::Add", + "args": { + "A": "num_B_calls_8", + "B": "B" + } + } + }, + "output_ports": { + "_37": { + "value": "Add_23" } } }, - "output_ports": { - "_42": { - "value": "Sub_28" - } - } - }, - "Equal_30": { - "parameters": { - "B": 0 - }, - "input_ports": { - "_42": { - "shape": "(1,)" + "Div_25": { + "input_ports": { + "_37": { + "shape": "" + } + }, + "parameters": { + "B": { + "value": 5 + }, + "Div_25": { + "function": "onnx::Div", + "args": { + "A": "_37", + "B": "B" + } + } + }, + "output_ports": { + "_39": { + "value": "Div_25" + } } }, - "functions": { - "Equal_30": { - "function": "onnx::Equal", - "args": { - "A": "_42", - "B": "B" + "Mul_27": { + "input_ports": { + "_39": { + "shape": "(1,)" + } + }, + "parameters": { + "B": { + "value": 5 + }, + "Mul_27": { + "function": "onnx::Mul", + "args": { + "A": "_39", + "B": "B" + } + } + }, + "output_ports": { + "_41": { + "value": "Mul_27" } } }, - "output_ports": { - "_44": { - "value": "Equal_30" + "Sub_28": { + "input_ports": { + "_37": { + "shape": "" + }, + "_41": { + "shape": "(1,)" + } + }, + "parameters": { + "Sub_28": { + "function": "onnx::Sub", + "args": { + "A": "_37", + "B": "_41" + } + } + }, + "output_ports": { + "_42": { + "value": "Sub_28" + } } - } - }, - "Cast_31": { - "parameters": { - "to": 9 }, - "input_ports": { - "_44": { - "shape": "(1,)" + "Equal_30": { + "input_ports": { + "_42": { + "shape": "(1,)" + } + }, + "parameters": { + "B": { + "value": 0 + }, + "Equal_30": { + "function": "onnx::Equal", + "args": { + "A": "_42", + "B": "B" + } + } + }, + "output_ports": { + "_44": { + "value": "Equal_30" + } } }, - "functions": { - "Cast_31": { - "function": "onnx::Cast", - "args": { - "input": "_44" + "Cast_31": { + "input_ports": { + "_44": { + "shape": "(1,)" + } + }, + "parameters": { + "to": { + "value": 9 + }, + "Cast_31": { + "function": "onnx::Cast", + "args": { + "input": "_44" + } + } + }, + "output_ports": { + "_45": { + "value": "Cast_31" } } }, - "output_ports": { - "_45": { - "value": "Cast_31" - } - } - }, - "If_32": { - "parameters": { - "then_branch": { - "torch-jit-export4": { - "nodes": { - "Mul_34": { - "parameters": { - "A": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "_35": { - "shape": "(1, 1)" - } - }, - "functions": { + "If_32": { + "input_ports": { + "_45": { + "shape": "(1,)" + } + }, + "parameters": { + "then_branch": { + "value": { + "torch-jit-export4": { + "nodes": { "Mul_34": { - "function": "onnx::Mul", - "args": { - "A": "A", - "B": "_35" + "input_ports": { + "_35": { + "shape": "(1, 1)" + } + }, + "parameters": { + "A": { + "value": [ + [ + 2.0 + ] + ] + }, + "Mul_34": { + "function": "onnx::Mul", + "args": { + "A": "A", + "B": "_35" + } + } + }, + "output_ports": { + "_48": { + "value": "Mul_34" + } } - } - }, - "output_ports": { - "_48": { - "value": "Mul_34" - } - } - }, - "Add_36": { - "parameters": { - "B": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "_48": { - "shape": "(1, 1)" - } - }, - "functions": { + }, "Add_36": { - "function": "onnx::Add", - "args": { - "A": "_48", - "B": "B" + "input_ports": { + "_48": { + "shape": "(1, 1)" + } + }, + "parameters": { + "B": { + "value": [ + [ + 2.0 + ] + ] + }, + "Add_36": { + "function": "onnx::Add", + "args": { + "A": "_48", + "B": "B" + } + } + }, + "output_ports": { + "_50": { + "value": "Add_36" + } } } }, - "output_ports": { - "_50": { - "value": "Add_36" + "edges": { + "Mul_34._48_Add_36._48": { + "sender": "Mul_34", + "receiver": "Add_36", + "sender_port": "_48", + "receiver_port": "_48" } } } - }, - "edges": { - "Mul_34._48_Add_36._48": { - "sender": "Mul_34", - "receiver": "Add_36", - "sender_port": "_48", - "receiver_port": "_48" - } } - } - }, - "else_branch": { - "torch-jit-export5": { - "nodes": { - "Identity_37": { - "input_ports": { - "c_10": { - "shape": "('c.10_dim_0', 'c.10_dim_1')" - } - }, - "functions": { + }, + "else_branch": { + "value": { + "torch-jit-export5": { + "nodes": { "Identity_37": { - "function": "onnx::Identity", - "args": { - "input": "c_10" + "input_ports": { + "c_10": { + "shape": "('c.10_dim_0', 'c.10_dim_1')" + } + }, + "parameters": { + "Identity_37": { + "function": "onnx::Identity", + "args": { + "input": "c_10" + } + } + }, + "output_ports": { + "c_9": { + "value": "Identity_37" + } } } - }, - "output_ports": { - "c_9": { - "value": "Identity_37" - } } } } + }, + "If_32": { + "function": "onnx::If", + "args": { + "cond": "_45" + } } - } - }, - "input_ports": { - "_45": { - "shape": "(1,)" - } - }, - "functions": { - "If_32": { - "function": "onnx::If", - "args": { - "cond": "_45" + }, + "output_ports": { + "_46": { + "value": "If_32" } } }, - "output_ports": { - "_46": { - "value": "If_32" - } - } - }, - "Div_39": { - "parameters": { - "B": 10 - }, - "input_ports": { - "_37": { - "shape": "" - } - }, - "functions": { - "Div_39": { - "function": "onnx::Div", - "args": { - "A": "_37", - "B": "B" + "Div_39": { + "input_ports": { + "_37": { + "shape": "" } - } - }, - "output_ports": { - "_53": { - "value": "Div_39" - } - } - }, - "Mul_41": { - "parameters": { - "B": 10 - }, - "input_ports": { - "_53": { - "shape": "(1,)" - } - }, - "functions": { - "Mul_41": { - "function": "onnx::Mul", - "args": { - "A": "_53", - "B": "B" + }, + "parameters": { + "B": { + "value": 10 + }, + "Div_39": { + "function": "onnx::Div", + "args": { + "A": "_37", + "B": "B" + } } - } - }, - "output_ports": { - "_55": { - "value": "Mul_41" - } - } - }, - "Sub_42": { - "input_ports": { - "_37": { - "shape": "" }, - "_55": { - "shape": "(1,)" - } - }, - "functions": { - "Sub_42": { - "function": "onnx::Sub", - "args": { - "A": "_37", - "B": "_55" + "output_ports": { + "_53": { + "value": "Div_39" } } }, - "output_ports": { - "_56": { - "value": "Sub_42" - } - } - }, - "Equal_44": { - "parameters": { - "B": 0 - }, - "input_ports": { - "_56": { - "shape": "(1,)" - } - }, - "functions": { - "Equal_44": { - "function": "onnx::Equal", - "args": { - "A": "_56", - "B": "B" + "Mul_41": { + "input_ports": { + "_53": { + "shape": "(1,)" + } + }, + "parameters": { + "B": { + "value": 10 + }, + "Mul_41": { + "function": "onnx::Mul", + "args": { + "A": "_53", + "B": "B" + } + } + }, + "output_ports": { + "_55": { + "value": "Mul_41" } } }, - "output_ports": { - "_58": { - "value": "Equal_44" + "Sub_42": { + "input_ports": { + "_37": { + "shape": "" + }, + "_55": { + "shape": "(1,)" + } + }, + "parameters": { + "Sub_42": { + "function": "onnx::Sub", + "args": { + "A": "_37", + "B": "_55" + } + } + }, + "output_ports": { + "_56": { + "value": "Sub_42" + } } - } - }, - "Cast_45": { - "parameters": { - "to": 9 }, - "input_ports": { - "_58": { - "shape": "(1,)" + "Equal_44": { + "input_ports": { + "_56": { + "shape": "(1,)" + } + }, + "parameters": { + "B": { + "value": 0 + }, + "Equal_44": { + "function": "onnx::Equal", + "args": { + "A": "_56", + "B": "B" + } + } + }, + "output_ports": { + "_58": { + "value": "Equal_44" + } } }, - "functions": { - "Cast_45": { - "function": "onnx::Cast", - "args": { - "input": "_58" + "Cast_45": { + "input_ports": { + "_58": { + "shape": "(1,)" + } + }, + "parameters": { + "to": { + "value": 9 + }, + "Cast_45": { + "function": "onnx::Cast", + "args": { + "input": "_58" + } + } + }, + "output_ports": { + "_59": { + "value": "Cast_45" } } }, - "output_ports": { - "_59": { - "value": "Cast_45" - } - } - }, - "If_46": { - "parameters": { - "then_branch": { - "torch-jit-export6": { - "nodes": { - "Mul_48": { - "parameters": { - "A": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "_35": { - "shape": "(1, 1)" - } - }, - "functions": { + "If_46": { + "input_ports": { + "_59": { + "shape": "(1,)" + } + }, + "parameters": { + "then_branch": { + "value": { + "torch-jit-export6": { + "nodes": { "Mul_48": { - "function": "onnx::Mul", - "args": { - "A": "A", - "B": "_35" + "input_ports": { + "_35": { + "shape": "(1, 1)" + } + }, + "parameters": { + "A": { + "value": [ + [ + 2.0 + ] + ] + }, + "Mul_48": { + "function": "onnx::Mul", + "args": { + "A": "A", + "B": "_35" + } + } + }, + "output_ports": { + "_62": { + "value": "Mul_48" + } } - } - }, - "output_ports": { - "_62": { - "value": "Mul_48" - } - } - }, - "Add_50": { - "parameters": { - "B": [ - [ - 2.0 - ] - ] - }, - "input_ports": { - "_62": { - "shape": "(1, 1)" - } - }, - "functions": { + }, "Add_50": { - "function": "onnx::Add", - "args": { - "A": "_62", - "B": "B" + "input_ports": { + "_62": { + "shape": "(1, 1)" + } + }, + "parameters": { + "B": { + "value": [ + [ + 2.0 + ] + ] + }, + "Add_50": { + "function": "onnx::Add", + "args": { + "A": "_62", + "B": "B" + } + } + }, + "output_ports": { + "_64": { + "value": "Add_50" + } } } }, - "output_ports": { - "_64": { - "value": "Add_50" + "edges": { + "Mul_48._62_Add_50._62": { + "sender": "Mul_48", + "receiver": "Add_50", + "sender_port": "_62", + "receiver_port": "_62" } } } - }, - "edges": { - "Mul_48._62_Add_50._62": { - "sender": "Mul_48", - "receiver": "Add_50", - "sender_port": "_62", - "receiver_port": "_62" - } } - } - }, - "else_branch": { - "torch-jit-export7": { - "nodes": { - "Identity_51": { - "input_ports": { - "d_10": { - "shape": "('c.10_dim_0', 'c.10_dim_1')" - } - }, - "functions": { + }, + "else_branch": { + "value": { + "torch-jit-export7": { + "nodes": { "Identity_51": { - "function": "onnx::Identity", - "args": { - "input": "d_10" + "input_ports": { + "d_10": { + "shape": "('c.10_dim_0', 'c.10_dim_1')" + } + }, + "parameters": { + "Identity_51": { + "function": "onnx::Identity", + "args": { + "input": "d_10" + } + } + }, + "output_ports": { + "d_9": { + "value": "Identity_51" + } } } - }, - "output_ports": { - "d_9": { - "value": "Identity_51" - } } } } + }, + "If_46": { + "function": "onnx::If", + "args": { + "cond": "_59" + } } - } - }, - "input_ports": { - "_59": { - "shape": "(1,)" - } - }, - "functions": { - "If_46": { - "function": "onnx::If", - "args": { - "cond": "_59" + }, + "output_ports": { + "_60": { + "value": "If_46" } } }, - "output_ports": { - "_60": { - "value": "If_46" + "Cast_52": { + "parameters": { + "to": { + "value": 9 + }, + "input": { + "value": 1 + }, + "Cast_52": { + "function": "onnx::Cast", + "args": { + "input": "input" + } + } + }, + "output_ports": { + "_66": { + "value": "Cast_52" + } } } }, - "Cast_52": { - "parameters": { - "to": 9, - "input": 1 + "edges": { + "Equal_7._20_Cast_8._20": { + "sender": "Equal_7", + "receiver": "Cast_8", + "sender_port": "_20", + "receiver_port": "_20" }, - "functions": { - "Cast_52": { - "function": "onnx::Cast", - "args": { - "input": "input" - } - } + "Cast_8._21_If_9._21": { + "sender": "Cast_8", + "receiver": "If_9", + "sender_port": "_21", + "receiver_port": "_21" }, - "output_ports": { - "_66": { - "value": "Cast_52" - } + "If_9._22_Mul_19._22": { + "sender": "If_9", + "receiver": "Mul_19", + "sender_port": "_22", + "receiver_port": "_22" + }, + "Mul_19._33_Add_21._33": { + "sender": "Mul_19", + "receiver": "Add_21", + "sender_port": "_33", + "receiver_port": "_33" + }, + "Add_23._37_Div_25._37": { + "sender": "Add_23", + "receiver": "Div_25", + "sender_port": "_37", + "receiver_port": "_37" + }, + "Add_23._37_Sub_28._37": { + "sender": "Add_23", + "receiver": "Sub_28", + "sender_port": "_37", + "receiver_port": "_37" + }, + "Add_23._37_Div_39._37": { + "sender": "Add_23", + "receiver": "Div_39", + "sender_port": "_37", + "receiver_port": "_37" + }, + "Add_23._37_Sub_42._37": { + "sender": "Add_23", + "receiver": "Sub_42", + "sender_port": "_37", + "receiver_port": "_37" + }, + "Div_25._39_Mul_27._39": { + "sender": "Div_25", + "receiver": "Mul_27", + "sender_port": "_39", + "receiver_port": "_39" + }, + "Mul_27._41_Sub_28._41": { + "sender": "Mul_27", + "receiver": "Sub_28", + "sender_port": "_41", + "receiver_port": "_41" + }, + "Sub_28._42_Equal_30._42": { + "sender": "Sub_28", + "receiver": "Equal_30", + "sender_port": "_42", + "receiver_port": "_42" + }, + "Equal_30._44_Cast_31._44": { + "sender": "Equal_30", + "receiver": "Cast_31", + "sender_port": "_44", + "receiver_port": "_44" + }, + "Cast_31._45_If_32._45": { + "sender": "Cast_31", + "receiver": "If_32", + "sender_port": "_45", + "receiver_port": "_45" + }, + "Div_39._53_Mul_41._53": { + "sender": "Div_39", + "receiver": "Mul_41", + "sender_port": "_53", + "receiver_port": "_53" + }, + "Mul_41._55_Sub_42._55": { + "sender": "Mul_41", + "receiver": "Sub_42", + "sender_port": "_55", + "receiver_port": "_55" + }, + "Sub_42._56_Equal_44._56": { + "sender": "Sub_42", + "receiver": "Equal_44", + "sender_port": "_56", + "receiver_port": "_56" + }, + "Equal_44._58_Cast_45._58": { + "sender": "Equal_44", + "receiver": "Cast_45", + "sender_port": "_58", + "receiver_port": "_58" + }, + "Cast_45._59_If_46._59": { + "sender": "Cast_45", + "receiver": "If_46", + "sender_port": "_59", + "receiver_port": "_59" } } - }, - "edges": { - "Equal_7._20_Cast_8._20": { - "sender": "Equal_7", - "receiver": "Cast_8", - "sender_port": "_20", - "receiver_port": "_20" - }, - "Cast_8._21_If_9._21": { - "sender": "Cast_8", - "receiver": "If_9", - "sender_port": "_21", - "receiver_port": "_21" - }, - "If_9._22_Mul_19._22": { - "sender": "If_9", - "receiver": "Mul_19", - "sender_port": "_22", - "receiver_port": "_22" - }, - "Mul_19._33_Add_21._33": { - "sender": "Mul_19", - "receiver": "Add_21", - "sender_port": "_33", - "receiver_port": "_33" - }, - "Add_23._37_Div_25._37": { - "sender": "Add_23", - "receiver": "Div_25", - "sender_port": "_37", - "receiver_port": "_37" - }, - "Add_23._37_Sub_28._37": { - "sender": "Add_23", - "receiver": "Sub_28", - "sender_port": "_37", - "receiver_port": "_37" - }, - "Add_23._37_Div_39._37": { - "sender": "Add_23", - "receiver": "Div_39", - "sender_port": "_37", - "receiver_port": "_37" - }, - "Add_23._37_Sub_42._37": { - "sender": "Add_23", - "receiver": "Sub_42", - "sender_port": "_37", - "receiver_port": "_37" - }, - "Div_25._39_Mul_27._39": { - "sender": "Div_25", - "receiver": "Mul_27", - "sender_port": "_39", - "receiver_port": "_39" - }, - "Mul_27._41_Sub_28._41": { - "sender": "Mul_27", - "receiver": "Sub_28", - "sender_port": "_41", - "receiver_port": "_41" - }, - "Sub_28._42_Equal_30._42": { - "sender": "Sub_28", - "receiver": "Equal_30", - "sender_port": "_42", - "receiver_port": "_42" - }, - "Equal_30._44_Cast_31._44": { - "sender": "Equal_30", - "receiver": "Cast_31", - "sender_port": "_44", - "receiver_port": "_44" - }, - "Cast_31._45_If_32._45": { - "sender": "Cast_31", - "receiver": "If_32", - "sender_port": "_45", - "receiver_port": "_45" - }, - "Div_39._53_Mul_41._53": { - "sender": "Div_39", - "receiver": "Mul_41", - "sender_port": "_53", - "receiver_port": "_53" - }, - "Mul_41._55_Sub_42._55": { - "sender": "Mul_41", - "receiver": "Sub_42", - "sender_port": "_55", - "receiver_port": "_55" - }, - "Sub_42._56_Equal_44._56": { - "sender": "Sub_42", - "receiver": "Equal_44", - "sender_port": "_56", - "receiver_port": "_56" - }, - "Equal_44._58_Cast_45._58": { - "sender": "Equal_44", - "receiver": "Cast_45", - "sender_port": "_58", - "receiver_port": "_58" - }, - "Cast_45._59_If_46._59": { - "sender": "Cast_45", - "receiver": "If_46", - "sender_port": "_59", - "receiver_port": "_59" - } } } }, - "M": 10, - "arg_2": 0 - }, - "input_ports": { - "_67": { - "shape": "()" + "M": { + "value": 10 + }, + "arg_2": { + "value": 0 }, - "_5": { - "shape": "(0, 0)" - } - }, - "functions": { "Loop_5": { "function": "onnx::Loop", "args": { diff --git a/examples/ONNX/abcd.yaml b/examples/ONNX/abcd.yaml index e3b07d83..ac1ecb4d 100644 --- a/examples/ONNX/abcd.yaml +++ b/examples/ONNX/abcd.yaml @@ -1,6 +1,6 @@ ONNX Model: - format: ModECI MDF v0.1 - generating_application: Python modeci-mdf v0.1.3 + format: ModECI MDF v0.2 + generating_application: Python modeci-mdf v0.2.1 graphs: torch-jit-export: nodes: @@ -8,7 +8,7 @@ ONNX Model: input_ports: input: shape: (1, 1) - functions: + parameters: Shape_3: function: onnx::Shape args: @@ -17,13 +17,13 @@ ONNX Model: _4: value: Shape_3 ConstantOfShape_4: - parameters: - value: - - 0.0 input_ports: _4: shape: (2,) - functions: + parameters: + value: + value: + - 0.0 ConstantOfShape_4: function: onnx::ConstantOfShape args: @@ -32,584 +32,596 @@ ONNX Model: _5: value: ConstantOfShape_4 Loop_5: + input_ports: + _67: + shape: () + _5: + shape: (0, 0) parameters: body: - torch-jit-export1: - nodes: - Equal_7: - parameters: - B: 0 - input_ports: - num_A_calls_11: - shape: (1,) - functions: - Equal_7: - function: onnx::Equal - args: - A: num_A_calls_11 - B: B - output_ports: - _20: - value: Equal_7 - Cast_8: - parameters: - to: 9 - input_ports: - _20: - shape: (1,) - functions: - Cast_8: - function: onnx::Cast - args: - input: _20 - output_ports: - _21: - value: Cast_8 - If_9: - parameters: - then_branch: - torch-jit-export2: - nodes: - Mul_11: - parameters: - A: - - - 2.0 - input_ports: - input: - shape: (1, 1) - functions: + value: + torch-jit-export1: + nodes: + Equal_7: + input_ports: + num_A_calls_11: + shape: (1,) + parameters: + B: + value: 0 + Equal_7: + function: onnx::Equal + args: + A: num_A_calls_11 + B: B + output_ports: + _20: + value: Equal_7 + Cast_8: + input_ports: + _20: + shape: (1,) + parameters: + to: + value: 9 + Cast_8: + function: onnx::Cast + args: + input: _20 + output_ports: + _21: + value: Cast_8 + If_9: + input_ports: + _21: + shape: (1,) + parameters: + then_branch: + value: + torch-jit-export2: + nodes: Mul_11: - function: onnx::Mul - args: - A: A - B: input - output_ports: - _25: - value: Mul_11 - Add_13: - parameters: - B: - - - 2.0 - input_ports: - _25: - shape: (1, 1) - functions: + input_ports: + input: + shape: (1, + 1) + parameters: + A: + value: + - - 2.0 + Mul_11: + function: onnx::Mul + args: + A: A + B: input + output_ports: + _25: + value: Mul_11 Add_13: - function: onnx::Add - args: - A: _25 - B: B - output_ports: - _27: - value: Add_13 - Add_15: - parameters: - B: 1 - input_ports: - num_A_calls_11: - shape: (1,) - functions: + input_ports: + _25: + shape: (1, + 1) + parameters: + B: + value: + - - 2.0 + Add_13: + function: onnx::Add + args: + A: _25 + B: B + output_ports: + _27: + value: Add_13 Add_15: - function: onnx::Add - args: - A: num_A_calls_11 - B: B - output_ports: - _29: - value: Add_15 - edges: - Mul_11._25_Add_13._25: - sender: Mul_11 - receiver: Add_13 - sender_port: _25 - receiver_port: _25 - else_branch: - torch-jit-export3: - nodes: - Identity_16: - input_ports: - a_10: - shape: ('c.10_dim_0', - 'c.10_dim_1') - functions: + input_ports: + num_A_calls_11: + shape: (1,) + parameters: + B: + value: 1 + Add_15: + function: onnx::Add + args: + A: num_A_calls_11 + B: B + output_ports: + _29: + value: Add_15 + edges: + Mul_11._25_Add_13._25: + sender: Mul_11 + receiver: Add_13 + sender_port: _25 + receiver_port: _25 + else_branch: + value: + torch-jit-export3: + nodes: Identity_16: - function: onnx::Identity - args: - input: a_10 - output_ports: - a_9: - value: Identity_16 - Identity_17: - input_ports: - num_A_calls_11: - shape: (1,) - functions: + input_ports: + a_10: + shape: ('c.10_dim_0', + 'c.10_dim_1') + parameters: + Identity_16: + function: onnx::Identity + args: + input: a_10 + output_ports: + a_9: + value: Identity_16 Identity_17: - function: onnx::Identity - args: - input: num_A_calls_11 - output_ports: - num_A_calls_10: - value: Identity_17 - input_ports: - _21: - shape: (1,) - functions: - If_9: - function: onnx::If - args: - cond: _21 - output_ports: - _22: - value: If_9 - _23: - value: If_9 - Mul_19: - parameters: - A: - - - 2.0 - input_ports: - _22: - shape: '' - functions: - Mul_19: - function: onnx::Mul - args: - A: A - B: _22 - output_ports: - _33: - value: Mul_19 - Add_21: - parameters: - B: - - - 2.0 - input_ports: - _33: - shape: (1, 1) - functions: - Add_21: - function: onnx::Add - args: - A: _33 - B: B - output_ports: - _35: - value: Add_21 - Add_23: - parameters: - B: 1 - input_ports: - num_B_calls_8: - shape: (1,) - functions: - Add_23: - function: onnx::Add - args: - A: num_B_calls_8 - B: B - output_ports: - _37: - value: Add_23 - Div_25: - parameters: - B: 5 - input_ports: - _37: - shape: '' - functions: - Div_25: - function: onnx::Div - args: - A: _37 - B: B - output_ports: - _39: - value: Div_25 - Mul_27: - parameters: - B: 5 - input_ports: - _39: - shape: (1,) - functions: - Mul_27: - function: onnx::Mul - args: - A: _39 - B: B - output_ports: - _41: - value: Mul_27 - Sub_28: - input_ports: - _37: - shape: '' - _41: - shape: (1,) - functions: - Sub_28: - function: onnx::Sub - args: - A: _37 - B: _41 - output_ports: - _42: - value: Sub_28 - Equal_30: - parameters: - B: 0 - input_ports: - _42: - shape: (1,) - functions: - Equal_30: - function: onnx::Equal - args: - A: _42 - B: B - output_ports: - _44: - value: Equal_30 - Cast_31: - parameters: - to: 9 - input_ports: - _44: - shape: (1,) - functions: - Cast_31: - function: onnx::Cast - args: - input: _44 - output_ports: - _45: - value: Cast_31 - If_32: - parameters: - then_branch: - torch-jit-export4: - nodes: - Mul_34: - parameters: - A: - - - 2.0 - input_ports: - _35: - shape: (1, 1) - functions: + input_ports: + num_A_calls_11: + shape: (1,) + parameters: + Identity_17: + function: onnx::Identity + args: + input: num_A_calls_11 + output_ports: + num_A_calls_10: + value: Identity_17 + If_9: + function: onnx::If + args: + cond: _21 + output_ports: + _22: + value: If_9 + _23: + value: If_9 + Mul_19: + input_ports: + _22: + shape: '' + parameters: + A: + value: + - - 2.0 + Mul_19: + function: onnx::Mul + args: + A: A + B: _22 + output_ports: + _33: + value: Mul_19 + Add_21: + input_ports: + _33: + shape: (1, 1) + parameters: + B: + value: + - - 2.0 + Add_21: + function: onnx::Add + args: + A: _33 + B: B + output_ports: + _35: + value: Add_21 + Add_23: + input_ports: + num_B_calls_8: + shape: (1,) + parameters: + B: + value: 1 + Add_23: + function: onnx::Add + args: + A: num_B_calls_8 + B: B + output_ports: + _37: + value: Add_23 + Div_25: + input_ports: + _37: + shape: '' + parameters: + B: + value: 5 + Div_25: + function: onnx::Div + args: + A: _37 + B: B + output_ports: + _39: + value: Div_25 + Mul_27: + input_ports: + _39: + shape: (1,) + parameters: + B: + value: 5 + Mul_27: + function: onnx::Mul + args: + A: _39 + B: B + output_ports: + _41: + value: Mul_27 + Sub_28: + input_ports: + _37: + shape: '' + _41: + shape: (1,) + parameters: + Sub_28: + function: onnx::Sub + args: + A: _37 + B: _41 + output_ports: + _42: + value: Sub_28 + Equal_30: + input_ports: + _42: + shape: (1,) + parameters: + B: + value: 0 + Equal_30: + function: onnx::Equal + args: + A: _42 + B: B + output_ports: + _44: + value: Equal_30 + Cast_31: + input_ports: + _44: + shape: (1,) + parameters: + to: + value: 9 + Cast_31: + function: onnx::Cast + args: + input: _44 + output_ports: + _45: + value: Cast_31 + If_32: + input_ports: + _45: + shape: (1,) + parameters: + then_branch: + value: + torch-jit-export4: + nodes: Mul_34: - function: onnx::Mul - args: - A: A - B: _35 - output_ports: - _48: - value: Mul_34 - Add_36: - parameters: - B: - - - 2.0 - input_ports: - _48: - shape: (1, 1) - functions: + input_ports: + _35: + shape: (1, + 1) + parameters: + A: + value: + - - 2.0 + Mul_34: + function: onnx::Mul + args: + A: A + B: _35 + output_ports: + _48: + value: Mul_34 Add_36: - function: onnx::Add - args: - A: _48 - B: B - output_ports: - _50: - value: Add_36 - edges: - Mul_34._48_Add_36._48: - sender: Mul_34 - receiver: Add_36 - sender_port: _48 - receiver_port: _48 - else_branch: - torch-jit-export5: - nodes: - Identity_37: - input_ports: - c_10: - shape: ('c.10_dim_0', - 'c.10_dim_1') - functions: + input_ports: + _48: + shape: (1, + 1) + parameters: + B: + value: + - - 2.0 + Add_36: + function: onnx::Add + args: + A: _48 + B: B + output_ports: + _50: + value: Add_36 + edges: + Mul_34._48_Add_36._48: + sender: Mul_34 + receiver: Add_36 + sender_port: _48 + receiver_port: _48 + else_branch: + value: + torch-jit-export5: + nodes: Identity_37: - function: onnx::Identity - args: - input: c_10 - output_ports: - c_9: - value: Identity_37 - input_ports: - _45: - shape: (1,) - functions: - If_32: - function: onnx::If - args: - cond: _45 - output_ports: - _46: - value: If_32 - Div_39: - parameters: - B: 10 - input_ports: - _37: - shape: '' - functions: - Div_39: - function: onnx::Div - args: - A: _37 - B: B - output_ports: - _53: - value: Div_39 - Mul_41: - parameters: - B: 10 - input_ports: - _53: - shape: (1,) - functions: - Mul_41: - function: onnx::Mul - args: - A: _53 - B: B - output_ports: - _55: - value: Mul_41 - Sub_42: - input_ports: - _37: - shape: '' - _55: - shape: (1,) - functions: - Sub_42: - function: onnx::Sub - args: - A: _37 - B: _55 - output_ports: - _56: - value: Sub_42 - Equal_44: - parameters: - B: 0 - input_ports: - _56: - shape: (1,) - functions: - Equal_44: - function: onnx::Equal - args: - A: _56 - B: B - output_ports: - _58: - value: Equal_44 - Cast_45: - parameters: - to: 9 - input_ports: - _58: - shape: (1,) - functions: - Cast_45: - function: onnx::Cast - args: - input: _58 - output_ports: - _59: - value: Cast_45 - If_46: - parameters: - then_branch: - torch-jit-export6: - nodes: - Mul_48: - parameters: - A: - - - 2.0 - input_ports: - _35: - shape: (1, 1) - functions: + input_ports: + c_10: + shape: ('c.10_dim_0', + 'c.10_dim_1') + parameters: + Identity_37: + function: onnx::Identity + args: + input: c_10 + output_ports: + c_9: + value: Identity_37 + If_32: + function: onnx::If + args: + cond: _45 + output_ports: + _46: + value: If_32 + Div_39: + input_ports: + _37: + shape: '' + parameters: + B: + value: 10 + Div_39: + function: onnx::Div + args: + A: _37 + B: B + output_ports: + _53: + value: Div_39 + Mul_41: + input_ports: + _53: + shape: (1,) + parameters: + B: + value: 10 + Mul_41: + function: onnx::Mul + args: + A: _53 + B: B + output_ports: + _55: + value: Mul_41 + Sub_42: + input_ports: + _37: + shape: '' + _55: + shape: (1,) + parameters: + Sub_42: + function: onnx::Sub + args: + A: _37 + B: _55 + output_ports: + _56: + value: Sub_42 + Equal_44: + input_ports: + _56: + shape: (1,) + parameters: + B: + value: 0 + Equal_44: + function: onnx::Equal + args: + A: _56 + B: B + output_ports: + _58: + value: Equal_44 + Cast_45: + input_ports: + _58: + shape: (1,) + parameters: + to: + value: 9 + Cast_45: + function: onnx::Cast + args: + input: _58 + output_ports: + _59: + value: Cast_45 + If_46: + input_ports: + _59: + shape: (1,) + parameters: + then_branch: + value: + torch-jit-export6: + nodes: Mul_48: - function: onnx::Mul - args: - A: A - B: _35 - output_ports: - _62: - value: Mul_48 - Add_50: - parameters: - B: - - - 2.0 - input_ports: - _62: - shape: (1, 1) - functions: + input_ports: + _35: + shape: (1, + 1) + parameters: + A: + value: + - - 2.0 + Mul_48: + function: onnx::Mul + args: + A: A + B: _35 + output_ports: + _62: + value: Mul_48 Add_50: - function: onnx::Add - args: - A: _62 - B: B - output_ports: - _64: - value: Add_50 - edges: - Mul_48._62_Add_50._62: - sender: Mul_48 - receiver: Add_50 - sender_port: _62 - receiver_port: _62 - else_branch: - torch-jit-export7: - nodes: - Identity_51: - input_ports: - d_10: - shape: ('c.10_dim_0', - 'c.10_dim_1') - functions: + input_ports: + _62: + shape: (1, + 1) + parameters: + B: + value: + - - 2.0 + Add_50: + function: onnx::Add + args: + A: _62 + B: B + output_ports: + _64: + value: Add_50 + edges: + Mul_48._62_Add_50._62: + sender: Mul_48 + receiver: Add_50 + sender_port: _62 + receiver_port: _62 + else_branch: + value: + torch-jit-export7: + nodes: Identity_51: - function: onnx::Identity - args: - input: d_10 - output_ports: - d_9: - value: Identity_51 - input_ports: - _59: - shape: (1,) - functions: - If_46: - function: onnx::If - args: - cond: _59 - output_ports: - _60: - value: If_46 - Cast_52: - parameters: - to: 9 - input: 1 - functions: - Cast_52: - function: onnx::Cast - args: - input: input - output_ports: - _66: - value: Cast_52 - edges: - Equal_7._20_Cast_8._20: - sender: Equal_7 - receiver: Cast_8 - sender_port: _20 - receiver_port: _20 - Cast_8._21_If_9._21: - sender: Cast_8 - receiver: If_9 - sender_port: _21 - receiver_port: _21 - If_9._22_Mul_19._22: - sender: If_9 - receiver: Mul_19 - sender_port: _22 - receiver_port: _22 - Mul_19._33_Add_21._33: - sender: Mul_19 - receiver: Add_21 - sender_port: _33 - receiver_port: _33 - Add_23._37_Div_25._37: - sender: Add_23 - receiver: Div_25 - sender_port: _37 - receiver_port: _37 - Add_23._37_Sub_28._37: - sender: Add_23 - receiver: Sub_28 - sender_port: _37 - receiver_port: _37 - Add_23._37_Div_39._37: - sender: Add_23 - receiver: Div_39 - sender_port: _37 - receiver_port: _37 - Add_23._37_Sub_42._37: - sender: Add_23 - receiver: Sub_42 - sender_port: _37 - receiver_port: _37 - Div_25._39_Mul_27._39: - sender: Div_25 - receiver: Mul_27 - sender_port: _39 - receiver_port: _39 - Mul_27._41_Sub_28._41: - sender: Mul_27 - receiver: Sub_28 - sender_port: _41 - receiver_port: _41 - Sub_28._42_Equal_30._42: - sender: Sub_28 - receiver: Equal_30 - sender_port: _42 - receiver_port: _42 - Equal_30._44_Cast_31._44: - sender: Equal_30 - receiver: Cast_31 - sender_port: _44 - receiver_port: _44 - Cast_31._45_If_32._45: - sender: Cast_31 - receiver: If_32 - sender_port: _45 - receiver_port: _45 - Div_39._53_Mul_41._53: - sender: Div_39 - receiver: Mul_41 - sender_port: _53 - receiver_port: _53 - Mul_41._55_Sub_42._55: - sender: Mul_41 - receiver: Sub_42 - sender_port: _55 - receiver_port: _55 - Sub_42._56_Equal_44._56: - sender: Sub_42 - receiver: Equal_44 - sender_port: _56 - receiver_port: _56 - Equal_44._58_Cast_45._58: - sender: Equal_44 - receiver: Cast_45 - sender_port: _58 - receiver_port: _58 - Cast_45._59_If_46._59: - sender: Cast_45 - receiver: If_46 - sender_port: _59 - receiver_port: _59 - M: 10 - arg_2: 0 - input_ports: - _67: - shape: () - _5: - shape: (0, 0) - functions: + input_ports: + d_10: + shape: ('c.10_dim_0', + 'c.10_dim_1') + parameters: + Identity_51: + function: onnx::Identity + args: + input: d_10 + output_ports: + d_9: + value: Identity_51 + If_46: + function: onnx::If + args: + cond: _59 + output_ports: + _60: + value: If_46 + Cast_52: + parameters: + to: + value: 9 + input: + value: 1 + Cast_52: + function: onnx::Cast + args: + input: input + output_ports: + _66: + value: Cast_52 + edges: + Equal_7._20_Cast_8._20: + sender: Equal_7 + receiver: Cast_8 + sender_port: _20 + receiver_port: _20 + Cast_8._21_If_9._21: + sender: Cast_8 + receiver: If_9 + sender_port: _21 + receiver_port: _21 + If_9._22_Mul_19._22: + sender: If_9 + receiver: Mul_19 + sender_port: _22 + receiver_port: _22 + Mul_19._33_Add_21._33: + sender: Mul_19 + receiver: Add_21 + sender_port: _33 + receiver_port: _33 + Add_23._37_Div_25._37: + sender: Add_23 + receiver: Div_25 + sender_port: _37 + receiver_port: _37 + Add_23._37_Sub_28._37: + sender: Add_23 + receiver: Sub_28 + sender_port: _37 + receiver_port: _37 + Add_23._37_Div_39._37: + sender: Add_23 + receiver: Div_39 + sender_port: _37 + receiver_port: _37 + Add_23._37_Sub_42._37: + sender: Add_23 + receiver: Sub_42 + sender_port: _37 + receiver_port: _37 + Div_25._39_Mul_27._39: + sender: Div_25 + receiver: Mul_27 + sender_port: _39 + receiver_port: _39 + Mul_27._41_Sub_28._41: + sender: Mul_27 + receiver: Sub_28 + sender_port: _41 + receiver_port: _41 + Sub_28._42_Equal_30._42: + sender: Sub_28 + receiver: Equal_30 + sender_port: _42 + receiver_port: _42 + Equal_30._44_Cast_31._44: + sender: Equal_30 + receiver: Cast_31 + sender_port: _44 + receiver_port: _44 + Cast_31._45_If_32._45: + sender: Cast_31 + receiver: If_32 + sender_port: _45 + receiver_port: _45 + Div_39._53_Mul_41._53: + sender: Div_39 + receiver: Mul_41 + sender_port: _53 + receiver_port: _53 + Mul_41._55_Sub_42._55: + sender: Mul_41 + receiver: Sub_42 + sender_port: _55 + receiver_port: _55 + Sub_42._56_Equal_44._56: + sender: Sub_42 + receiver: Equal_44 + sender_port: _56 + receiver_port: _56 + Equal_44._58_Cast_45._58: + sender: Equal_44 + receiver: Cast_45 + sender_port: _58 + receiver_port: _58 + Cast_45._59_If_46._59: + sender: Cast_45 + receiver: If_46 + sender_port: _59 + receiver_port: _59 + M: + value: 10 + arg_2: + value: 0 Loop_5: function: onnx::Loop args: diff --git a/examples/ONNX/simple_ab.py b/examples/ONNX/simple_ab.py index 2d6e8394..96cbf8fb 100644 --- a/examples/ONNX/simple_ab.py +++ b/examples/ONNX/simple_ab.py @@ -82,7 +82,7 @@ def main(): ) if "-run" in sys.argv: verbose = True - #verbose = False + verbose = False from modeci_mdf.execution_engine import EvaluableGraph @@ -96,6 +96,7 @@ def main(): for t in test_values: print("===================\nEvaluating MDF model with input: %s"%t) eg.evaluate(initializer={"input":t}) + print("Output: %s"%eg.enodes['Mul_3'].evaluable_outputs['_4'].curr_value) if __name__ == "__main__": diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index 3c4bed0a..ad4551d7 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -261,10 +261,11 @@ def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT) # Now add anything in parameters that isn't already specified as an input argument for kw, arg in parameters.items(): - if kw not in self.parameter.args.values(): + if kw not in self.parameter.args.values() and kw != self.parameter.id: kwargs_for_onnx[kw] = arg - + print("%s is evaluating ONNX function %s with %s"%(self.parameter.id, expr, kwargs_for_onnx)) self.curr_value = onnx_function(**kwargs_for_onnx) + elif "actr_functions." in expr: actr_function = getattr(actr_funcs, expr.split("(")[0].split(".")[-1]) self.curr_value = actr_function(*[func_params[arg] for arg in self.parameter.args]) diff --git a/src/modeci_mdf/interfaces/onnx/exporter.py b/src/modeci_mdf/interfaces/onnx/exporter.py index fa9db76e..f70e9450 100644 --- a/src/modeci_mdf/interfaces/onnx/exporter.py +++ b/src/modeci_mdf/interfaces/onnx/exporter.py @@ -117,16 +117,15 @@ def onnx_node_to_mdf( func_args[arg_name] = id_to_port(inp) # FIXME: parameters must be set or we get JSON serialization error later - mdf_node = ( - Node(id=node.name, parameters=params_dict) - if bool(params_dict) - else Node(id=node.name) - ) + mdf_node = Node(id=node.name) + + for p in params_dict: + mdf_node.parameters.append(Parameter(id=p, value=params_dict[p])) # Add the function # FIXME: There is probably more stuff we need to preserve for ONNX Ops - func = Function(id=node.name, function=f"onnx::{node.op_type}", args=func_args) - mdf_node.functions.append(func) + func = Parameter(id=node.name, function=f"onnx::{node.op_type}", args=func_args) + mdf_node.parameters.append(func) # Recreate inputs and outputs of ONNX node as InputPorts and OutputPorts for inp in non_constant_inputs: diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 0771295c..cf67b929 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -459,6 +459,8 @@ def __init__(self, **kwargs): super().__init__(**kwargs) def is_stateful(self): + if self.default_initial_value is not None: + return true if self.time_derivative is not None: return true if self.value is not None and type(self.value)==str: From e6492235d297d3257b6b41fe6118fbfc69edd5df Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Tue, 17 Aug 2021 14:29:22 +0100 Subject: [PATCH 24/81] NeuroML examples updated to new format --- examples/NeuroML/ABCD.mdf.json | 65 +++++++++++------ examples/NeuroML/ABCD.mdf.yaml | 45 +++++++----- examples/NeuroML/FN.gv.png | Bin 55259 -> 95187 bytes examples/NeuroML/FN.mdf.json | 97 +++++++++++++++++--------- examples/NeuroML/FN.mdf.yaml | 76 ++++++++++++-------- examples/NeuroML/FNrun.py | 14 ++-- examples/NeuroML/regenerateAndTest.sh | 2 +- src/modeci_mdf/mdf.py | 5 ++ 8 files changed, 196 insertions(+), 108 deletions(-) diff --git a/examples/NeuroML/ABCD.mdf.json b/examples/NeuroML/ABCD.mdf.json index 2f35dfcd..1aa6e6c2 100644 --- a/examples/NeuroML/ABCD.mdf.json +++ b/examples/NeuroML/ABCD.mdf.json @@ -7,7 +7,9 @@ "nodes": { "A_input_0": { "parameters": { - "variable": 2 + "variable": { + "value": 2.0 + } }, "input_ports": {}, "output_ports": { @@ -22,8 +24,12 @@ }, "A_0": { "parameters": { - "slope": 2, - "intercept": 2 + "slope": { + "value": 2.0 + }, + "intercept": { + "value": 2.0 + } }, "input_ports": { "INPUT": {} @@ -40,10 +46,18 @@ }, "B_0": { "parameters": { - "gain": 1, - "bias": 0, - "x_0": 0, - "offset": 0 + "gain": { + "value": 1.0 + }, + "bias": { + "value": 0.0 + }, + "x_0": { + "value": 0.0 + }, + "offset": { + "value": 0.0 + } }, "input_ports": { "INPUT": {} @@ -60,10 +74,18 @@ }, "C_0": { "parameters": { - "rate": 1, - "bias": 0, - "scale": 1, - "offset": 0 + "rate": { + "value": 1.0 + }, + "bias": { + "value": 0.0 + }, + "scale": { + "value": 1.0 + }, + "offset": { + "value": 0.0 + } }, "input_ports": { "INPUT": {} @@ -80,8 +102,15 @@ }, "D_0": { "parameters": { - "rate": 0.05, - "time_step_size": "0.1s" + "rate": { + "value": 0.05 + }, + "time_step_size": { + "value": 0.1 + }, + "OUTPUT": { + "time_derivative": "(rate * INPUT) / time_step_size" + } }, "input_ports": { "INPUT": {} @@ -91,12 +120,7 @@ "value": 0 } }, - "notes": "Cell: [Cell (d), lems_source_file = PNL.xml] is defined in /Users/padraig/git/MDF/examples/NeuroML/PNL.xml and in Lems is: Component, id: d, type: pnlSimpleIntegratorMechanism,\n parameters: {'rate': '0.05', 'time_step_size': '0.1s'}\n parent: None\n", - "states": { - "OUTPUT": { - "time_derivative": "(rate * INPUT) / time_step_size" - } - } + "notes": "Cell: [Cell (d), lems_source_file = PNL.xml] is defined in /Users/padraig/git/MDF/examples/NeuroML/PNL.xml and in Lems is: Component, id: d, type: pnlSimpleIntegratorMechanism,\n parameters: {'rate': '0.05', 'time_step_size': '0.1s'}\n parent: None\n" } }, "edges": { @@ -140,8 +164,7 @@ "receiver": "D_0", "weight": 1 } - }, - "parameters": {} + } } } } diff --git a/examples/NeuroML/ABCD.mdf.yaml b/examples/NeuroML/ABCD.mdf.yaml index bf74f71f..224df5c9 100644 --- a/examples/NeuroML/ABCD.mdf.yaml +++ b/examples/NeuroML/ABCD.mdf.yaml @@ -6,7 +6,8 @@ ABCD: nodes: A_input_0: parameters: - variable: 2 + variable: + value: 2.0 input_ports: {} output_ports: V: @@ -19,8 +20,10 @@ ABCD: \ parameters: {'variable': '2'}\n parent: None\n" A_0: parameters: - slope: 2 - intercept: 2 + slope: + value: 2.0 + intercept: + value: 2.0 input_ports: INPUT: {} output_ports: @@ -35,10 +38,14 @@ ABCD: \ None\n" B_0: parameters: - gain: 1 - bias: 0 - x_0: 0 - offset: 0 + gain: + value: 1.0 + bias: + value: 0.0 + x_0: + value: 0.0 + offset: + value: 0.0 input_ports: INPUT: {} output_ports: @@ -53,10 +60,14 @@ ABCD: \ 'offset': '0.0'}\n parent: None\n" C_0: parameters: - rate: 1 - bias: 0 - scale: 1 - offset: 0 + rate: + value: 1.0 + bias: + value: 0.0 + scale: + value: 1.0 + offset: + value: 0.0 input_ports: INPUT: {} output_ports: @@ -71,8 +82,12 @@ ABCD: \ 'offset': '0.0'}\n parent: None\n" D_0: parameters: - rate: 0.05 - time_step_size: 0.1s + rate: + value: 0.05 + time_step_size: + value: 0.1 + OUTPUT: + time_derivative: (rate * INPUT) / time_step_size input_ports: INPUT: {} output_ports: @@ -83,9 +98,6 @@ ABCD: \ Lems is: Component, id: d, type: pnlSimpleIntegratorMechanism,\n\ \ parameters: {'rate': '0.05', 'time_step_size': '0.1s'}\n\ \ parent: None\n" - states: - OUTPUT: - time_derivative: (rate * INPUT) / time_step_size edges: Edge A_0 to B_0: name: Edge A_0 to B_0 @@ -122,4 +134,3 @@ ABCD: sender: C_0 receiver: D_0 weight: 1 - parameters: {} diff --git a/examples/NeuroML/FN.gv.png 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z`PNzCpa1({toL*`2o^WzyYH~FDjFHhJ8162UsQf#Ef9})=Jc1GoCs|ae99~TJoZYU zHVJ%B@#duu-Scs4L!{(i?JG1O_i5cx$hu+_pX@&5#R(KrR(mf^qc4+8qz20X)4 zVRFhJ{}h0T&nT2Q_>$vazxMC*)_?#07TyMs>FLwEVHYKr^wHFFt^vO_JR$-G9&3B9 zBCvSi(`*rB|L2Ejyq+CeexXdAHCv;CcV=IO=Or!7jGsXX-3=qFz{SA-t``0IfO-;5+fjErG;C#+k&EANy8N2xJ zvb|?JvqSOE--lJ5`)5ld|9LO2!xQK4_dV}E`S|>#TI`=k)$DY7VBMS`Mp@yXaYnxP N Date: Tue, 17 Aug 2021 19:05:41 +0100 Subject: [PATCH 25/81] Updates for pytorch examples --- examples/PyTorch/ddm.json | 291 +++++++++--------- src/modeci_mdf/interfaces/pytorch/exporter.py | 12 +- 2 files changed, 161 insertions(+), 142 deletions(-) diff --git a/examples/PyTorch/ddm.json b/examples/PyTorch/ddm.json index 2b9535d4..ddf12673 100644 --- a/examples/PyTorch/ddm.json +++ b/examples/PyTorch/ddm.json @@ -1,16 +1,15 @@ { "function": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", - "onnx_opset_version": 9, + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "functionGraph": { "nodes": { "Constant_7": { "parameters": { - "value": 9223372036854775807 - }, - "functions": { + "value": { + "value": 9223372036854775807 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -24,9 +23,9 @@ }, "Constant_8": { "parameters": { - "value": 0.0 - }, - "functions": { + "value": { + "value": 0.0 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -39,14 +38,13 @@ } }, "Abs_9": { - "parameters": {}, "input_ports": { "input1": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Abs_1": { "function": "onnx::Abs", "args": { @@ -61,7 +59,6 @@ } }, "Less_10": { - "parameters": {}, "input_ports": { "_9": { "shape": "(?)", @@ -72,7 +69,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Less_1": { "function": "onnx::Less", "args": { @@ -87,10 +84,33 @@ } } }, - "LoopSubgraphLoop_11_12": { + "Cast_11": { + "input_ports": { + "_10": { + "shape": "(?)", + "type": "Tensor" + } + }, + "parameters": { + "to": { + "value": 9 + }, + "onnx::Cast_1": { + "function": "onnx::Cast", + "args": { + "input": "_10" + } + } + }, + "output_ports": { + "_11": { + "value": "onnx::Cast_1" + } + } + }, + "LoopSubgraphLoop_12_13": { "nodes": { - "Mul_17": { - "parameters": {}, + "Mul_18": { "input_ports": { "input2": { "shape": "(?)", @@ -101,7 +121,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { @@ -111,17 +131,14 @@ } }, "output_ports": { - "_17": { + "_18": { "value": "onnx::Mul_1" } } }, - "ATen_18": { - "parameters": { - "arg2": null - }, + "ATen_19": { "input_ports": { - "_17": { + "_18": { "shape": "(?)", "type": "Tensor" }, @@ -130,7 +147,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "arg2": { + "value": null + }, "aten::ATen_1": { "function": "aten::ATen", "args": [ @@ -141,20 +161,19 @@ } }, "output_ports": { - "_18": { + "_19": { "value": "aten::ATen_1" } } }, - "Sqrt_19": { - "parameters": {}, + "Sqrt_20": { "input_ports": { "input6": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Sqrt_1": { "function": "onnx::Sqrt", "args": { @@ -163,134 +182,129 @@ } }, "output_ports": { - "_19": { + "_20": { "value": "onnx::Sqrt_1" } } }, - "Mul_20": { - "parameters": {}, + "Mul_21": { "input_ports": { - "_18": { + "_19": { "shape": "(?)", "type": "Tensor" }, - "_19": { + "_20": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { - "A": "_18", - "B": "_19" + "A": "_19", + "B": "_20" } } }, "output_ports": { - "_20": { + "_21": { "value": "onnx::Mul_1" } } }, - "Add_21": { - "parameters": {}, + "Add_22": { "input_ports": { - "_16": { + "_17": { "shape": "(?)", "type": "Tensor" }, - "_20": { + "_21": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Add_1": { "function": "onnx::Add", "args": { - "A": "_16", - "B": "_20" + "A": "_17", + "B": "_21" } } }, "output_ports": { - "_21": { + "_22": { "value": "onnx::Add_1" } } }, - "Constant_22": { + "Constant_23": { "parameters": { - "value": 1.0 - }, - "functions": { + "value": { + "value": 1.0 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} } }, "output_ports": { - "_22": { + "_23": { "value": "onnx::Constant_1" } } }, - "Add_23": { - "parameters": {}, + "Add_24": { "input_ports": { - "_15": { + "_16": { "shape": "(?)", "type": "Tensor" }, - "_22": { + "_23": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Add_1": { "function": "onnx::Add", "args": { - "A": "_15", - "B": "_22" + "A": "_16", + "B": "_23" } } }, "output_ports": { - "_23": { + "_24": { "value": "onnx::Add_1" } } }, - "Abs_24": { - "parameters": {}, + "Abs_25": { "input_ports": { - "_21": { + "_22": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Abs_1": { "function": "onnx::Abs", "args": { - "X": "_21" + "X": "_22" } } }, "output_ports": { - "_24": { + "_25": { "value": "onnx::Abs_1" } } }, - "Less_25": { - "parameters": {}, + "Less_26": { "input_ports": { - "_24": { + "_25": { "shape": "(?)", "type": "Tensor" }, @@ -299,101 +313,100 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Less_1": { "function": "onnx::Less", "args": { - "A": "_24", + "A": "_25", "B": "input4" } } }, "output_ports": { - "_25": { + "_26": { "value": "onnx::Less_1" } } }, - "Cast_26": { - "parameters": { - "to": 9 - }, + "Cast_27": { "input_ports": { - "_25": { + "_26": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "to": { + "value": 9 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { - "input": "_25" + "input": "_26" } } }, "output_ports": { - "_26": { + "_27": { "value": "onnx::Cast_1" } } } }, "edges": { - "Mul_17_ATen_18": { - "sender": "Mul_17", - "receiver": "ATen_18", - "sender_port": "_17", - "receiver_port": "_17" - }, - "ATen_18_Mul_20": { - "sender": "ATen_18", - "receiver": "Mul_20", + "Mul_18_ATen_19": { + "sender": "Mul_18", + "receiver": "ATen_19", "sender_port": "_18", "receiver_port": "_18" }, - "Sqrt_19_Mul_20": { - "sender": "Sqrt_19", - "receiver": "Mul_20", + "ATen_19_Mul_21": { + "sender": "ATen_19", + "receiver": "Mul_21", "sender_port": "_19", "receiver_port": "_19" }, - "Mul_20_Add_21": { - "sender": "Mul_20", - "receiver": "Add_21", + "Sqrt_20_Mul_21": { + "sender": "Sqrt_20", + "receiver": "Mul_21", "sender_port": "_20", "receiver_port": "_20" }, - "Add_21_Abs_24": { - "sender": "Add_21", - "receiver": "Abs_24", + "Mul_21_Add_22": { + "sender": "Mul_21", + "receiver": "Add_22", "sender_port": "_21", "receiver_port": "_21" }, - "Constant_22_Add_23": { - "sender": "Constant_22", - "receiver": "Add_23", + "Add_22_Abs_25": { + "sender": "Add_22", + "receiver": "Abs_25", "sender_port": "_22", "receiver_port": "_22" }, - "Abs_24_Less_25": { - "sender": "Abs_24", - "receiver": "Less_25", - "sender_port": "_24", - "receiver_port": "_24" + "Constant_23_Add_24": { + "sender": "Constant_23", + "receiver": "Add_24", + "sender_port": "_23", + "receiver_port": "_23" }, - "Less_25_Cast_26": { - "sender": "Less_25", - "receiver": "Cast_26", + "Abs_25_Less_26": { + "sender": "Abs_25", + "receiver": "Less_26", "sender_port": "_25", "receiver_port": "_25" + }, + "Less_26_Cast_27": { + "sender": "Less_26", + "receiver": "Cast_27", + "sender_port": "_26", + "receiver_port": "_26" } } }, - "Mul_27": { - "parameters": {}, + "Mul_28": { "input_ports": { - "_11": { + "_12": { "shape": "(?)", "type": "Tensor" }, @@ -402,52 +415,50 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { - "A": "_11", + "A": "_12", "B": "input6" } } }, "output_ports": { - "_27": { + "_28": { "value": "onnx::Mul_1" } } }, - "Add_28": { - "parameters": {}, + "Add_29": { "input_ports": { "input3": { "shape": "(?)", "type": "Tensor" }, - "_27": { + "_28": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Add_1": { "function": "onnx::Add", "args": { "A": "input3", - "B": "_27" + "B": "_28" } } }, "output_ports": { - "_28": { + "_29": { "value": "onnx::Add_1" } } }, - "GreaterOrEqual_29": { - "parameters": {}, + "GreaterOrEqual_30": { "input_ports": { - "_12": { + "_13": { "shape": "(?)", "type": "Tensor" }, @@ -456,32 +467,32 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::GreaterOrEqual_1": { "function": "onnx::GreaterOrEqual", "args": { - "A": "_12", + "A": "_13", "B": "input4" } } }, "output_ports": { - "_29": { + "_30": { "value": "onnx::GreaterOrEqual_1" } } } }, "edges": { - "Constant_7_Loop_11_12": { + "Constant_7_Loop_12_13": { "sender": "Constant_7", - "receiver": "Loop_11_12", + "receiver": "Loop_12_13", "sender_port": "_7", "receiver_port": "_7" }, - "Constant_8_Loop_11_12": { + "Constant_8_Loop_12_13": { "sender": "Constant_8", - "receiver": "Loop_11_12", + "receiver": "Loop_12_13", "sender_port": "_8", "receiver_port": "_8" }, @@ -491,20 +502,26 @@ "sender_port": "_9", "receiver_port": "_9" }, - "Less_10_Loop_11_12": { + "Less_10_Cast_11": { "sender": "Less_10", - "receiver": "Loop_11_12", + "receiver": "Cast_11", "sender_port": "_10", "receiver_port": "_10" }, - "Mul_27_Add_28": { - "sender": "Mul_27", - "receiver": "Add_28", - "sender_port": "_27", - "receiver_port": "_27" + "Cast_11_Loop_12_13": { + "sender": "Cast_11", + "receiver": "Loop_12_13", + "sender_port": "_11", + "receiver_port": "_11" + }, + "Mul_28_Add_29": { + "sender": "Mul_28", + "receiver": "Add_29", + "sender_port": "_28", + "receiver_port": "_28" } } } } } -} +} \ No newline at end of file diff --git a/src/modeci_mdf/interfaces/pytorch/exporter.py b/src/modeci_mdf/interfaces/pytorch/exporter.py index 3fad1653..3fc93fd6 100644 --- a/src/modeci_mdf/interfaces/pytorch/exporter.py +++ b/src/modeci_mdf/interfaces/pytorch/exporter.py @@ -14,7 +14,7 @@ import torch -from modeci_mdf.mdf import Model, Graph, Node, Edge, InputPort, OutputPort, Function +from modeci_mdf.mdf import Model, Graph, Node, Edge, InputPort, OutputPort, Parameter from modeci_mdf.onnx_functions import onnx_opset_version as modeci_onnx_opset_version @@ -301,7 +301,9 @@ def torchnode_to_mdfnode( else: arguments, parameters = process_torch_schema(node, consts, port_mapper) - mdf_node = Node(id=make_node_id(node), parameters=parameters) + mdf_node = Node(id=make_node_id(node)) + for p in parameters: + mdf_node.parameters.append(Parameter(id=p,value=parameters[p])) # Add any output ports for o in outputs: @@ -325,9 +327,9 @@ def torchnode_to_mdfnode( InputPort(id=ip_name, shape=shape, type=str(inp_type)) ) - # Add function - f = Function(id=make_func_id(node), function=op, args=arguments) - mdf_node.functions.append(f) + # Add Parameter + f = Parameter(id=make_func_id(node), function=op, args=arguments) + mdf_node.parameters.append(f) return mdf_node From 82c700c0c712be39701c69a59ef138f16fea622b Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Tue, 17 Aug 2021 19:25:35 +0100 Subject: [PATCH 26/81] Inception example runs --- .gitignore | 1 + examples/PyTorch/inception.json | 3750 +++++++++++++++------------- examples/PyTorch/inception.png | Bin 0 -> 972694 bytes examples/PyTorch/inception.py | 3 +- src/modeci_mdf/execution_engine.py | 8 +- 5 files changed, 1973 insertions(+), 1789 deletions(-) create mode 100644 examples/PyTorch/inception.png diff --git a/.gitignore b/.gitignore index 1639151f..16da5be5 100644 --- a/.gitignore +++ b/.gitignore @@ -222,3 +222,4 @@ Thumbs.db #thumbnail cache on Windows /examples/MDF/abcd_3 /src/modeci_mdf/interfaces/graphviz/*gv.png /src/modeci_mdf/*.png +/examples/PyTorch/inception diff --git a/examples/PyTorch/inception.json b/examples/PyTorch/inception.json index 1445e210..808ee2ab 100644 --- a/examples/PyTorch/inception.json +++ b/examples/PyTorch/inception.json @@ -1,33 +1,11 @@ { "InceptionBlocks": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", - "onnx_opset_version": 9, + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "InceptionBlocksGraph": { "nodes": { "Conv_97": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 5, - 5 - ], - "pads": [ - 2, - 2, - 2, - 2 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "input1": { "shape": "[1, 5, 64, 64]", @@ -42,7 +20,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 5, + 5 + ] + }, + "pads": { + "value": [ + 2, + 2, + 2, + 2 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -60,12 +67,12 @@ }, "Constant_98": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -78,7 +85,6 @@ } }, "Unsqueeze_99": { - "parameters": {}, "input_ports": { "prelu_weight": { "shape": "[1]", @@ -89,7 +95,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -105,7 +111,6 @@ } }, "PRelu_100": { - "parameters": {}, "input_ports": { "_97": { "shape": "[1, 64, 64, 64]", @@ -116,7 +121,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -133,18 +138,18 @@ }, "Constant_101": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -157,9 +162,6 @@ } }, "Pad_102": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_100": { "shape": "[1, 64, 64, 64]", @@ -170,7 +172,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -186,30 +191,36 @@ } }, "AveragePool_103": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 2, - 2 - ] - }, "input_ports": { "_102": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 2, + 2 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -224,27 +235,6 @@ } }, "Conv_104": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_103": { "shape": "[1, 64, 32, 32]", @@ -259,7 +249,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -277,12 +296,12 @@ }, "Constant_105": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -295,7 +314,6 @@ } }, "Unsqueeze_106": { - "parameters": {}, "input_ports": { "prelu2_weight": { "shape": "[1]", @@ -306,7 +324,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -322,7 +340,6 @@ } }, "PRelu_107": { - "parameters": {}, "input_ports": { "_104": { "shape": "[1, 48, 32, 32]", @@ -333,7 +350,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -349,27 +366,6 @@ } }, "Conv_108": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 3, - 3 - ], - "pads": [ - 1, - 1, - 1, - 1 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_107": { "shape": "[1, 48, 32, 32]", @@ -384,7 +380,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -402,12 +427,12 @@ }, "Constant_109": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -420,7 +445,6 @@ } }, "Unsqueeze_110": { - "parameters": {}, "input_ports": { "prelu3_weight": { "shape": "[1]", @@ -431,7 +455,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -447,7 +471,6 @@ } }, "PRelu_111": { - "parameters": {}, "input_ports": { "_108": { "shape": "[1, 64, 32, 32]", @@ -458,7 +481,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -474,27 +497,6 @@ } }, "Conv_112": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_103": { "shape": "[1, 64, 32, 32]", @@ -509,7 +511,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -527,12 +558,12 @@ }, "Constant_113": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -545,7 +576,6 @@ } }, "Unsqueeze_114": { - "parameters": {}, "input_ports": { "prelu4_weight": { "shape": "[1]", @@ -556,7 +586,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -572,7 +602,6 @@ } }, "PRelu_115": { - "parameters": {}, "input_ports": { "_112": { "shape": "[1, 48, 32, 32]", @@ -583,7 +612,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -600,14 +629,14 @@ }, "Constant_116": { "parameters": { - "value": [ - 0, - 1, - 0, - 1 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -621,11 +650,11 @@ }, "Constant_117": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -638,14 +667,13 @@ } }, "Shape_118": { - "parameters": {}, "input_ports": { "_116": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { "onnx::Shape_1": { "function": "onnx::Shape", "args": { @@ -660,9 +688,6 @@ } }, "Gather_119": { - "parameters": { - "axis": 0 - }, "input_ports": { "_118": { "shape": "(?)", @@ -673,7 +698,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Gather_1": { "function": "onnx::Gather", "args": { @@ -690,9 +718,9 @@ }, "Constant_120": { "parameters": { - "value": 4 - }, - "functions": { + "value": { + "value": 4 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -706,9 +734,9 @@ }, "Constant_121": { "parameters": { - "value": 2 - }, - "functions": { + "value": { + "value": 2 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -721,7 +749,6 @@ } }, "Mul_122": { - "parameters": {}, "input_ports": { "_120": { "shape": "(?)", @@ -732,7 +759,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { @@ -748,7 +775,6 @@ } }, "Sub_123": { - "parameters": {}, "input_ports": { "_122": { "shape": "(?)", @@ -759,7 +785,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Sub_1": { "function": "onnx::Sub", "args": { @@ -775,16 +801,16 @@ } }, "Cast_124": { - "parameters": { - "to": 7 - }, "input_ports": { "_116": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -799,18 +825,18 @@ } }, "ConstantOfShape_125": { - "parameters": { - "value": [ - 0 - ] - }, "input_ports": { "_123": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "value": { + "value": [ + 0 + ] + }, "onnx::ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { @@ -825,9 +851,6 @@ } }, "Concat_126": { - "parameters": { - "axis": 0 - }, "input_ports": { "_124": { "shape": "(?)", @@ -838,7 +861,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -854,12 +880,12 @@ }, "Constant_127": { "parameters": { - "value": [ - -1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + -1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -872,7 +898,6 @@ } }, "Reshape_128": { - "parameters": {}, "input_ports": { "_126": { "shape": "(?)", @@ -883,7 +908,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -900,11 +925,11 @@ }, "Constant_129": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -918,11 +943,11 @@ }, "Constant_130": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -936,11 +961,11 @@ }, "Constant_131": { "parameters": { - "value": [ - -9223372036854775807 - ] - }, - "functions": { + "value": { + "value": [ + -9223372036854775807 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -954,11 +979,11 @@ }, "Constant_132": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -971,7 +996,6 @@ } }, "Slice_133": { - "parameters": {}, "input_ports": { "_128": { "shape": "(?)", @@ -994,7 +1018,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Slice_1": { "function": "onnx::Slice", "args": { @@ -1013,19 +1037,19 @@ } }, "Transpose_134": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "_133": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -1041,11 +1065,11 @@ }, "Constant_135": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1058,7 +1082,6 @@ } }, "Reshape_136": { - "parameters": {}, "input_ports": { "_134": { "shape": "(?)", @@ -1069,7 +1092,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -1085,16 +1108,16 @@ } }, "Cast_137": { - "parameters": { - "to": 7 - }, "input_ports": { "_136": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -1110,9 +1133,9 @@ }, "Constant_138": { "parameters": { - "value": 0.0 - }, - "functions": { + "value": { + "value": 0.0 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1125,9 +1148,6 @@ } }, "Pad_139": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_115": { "shape": "[1, 48, 32, 32]", @@ -1142,7 +1162,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -1160,18 +1183,18 @@ }, "Constant_140": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1184,9 +1207,6 @@ } }, "Pad_141": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_139": { "shape": "[1, 48, 33, 33]", @@ -1197,7 +1217,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -1213,30 +1236,36 @@ } }, "AveragePool_142": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_141": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -1251,27 +1280,6 @@ } }, "Conv_143": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_103": { "shape": "[1, 64, 32, 32]", @@ -1286,7 +1294,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -1304,12 +1341,12 @@ }, "Constant_144": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1322,7 +1359,6 @@ } }, "Unsqueeze_145": { - "parameters": {}, "input_ports": { "prelu5_weight": { "shape": "[1]", @@ -1333,7 +1369,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -1349,7 +1385,6 @@ } }, "PRelu_146": { - "parameters": {}, "input_ports": { "_143": { "shape": "[1, 64, 32, 32]", @@ -1360,7 +1395,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -1376,27 +1411,6 @@ } }, "Conv_147": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_103": { "shape": "[1, 64, 32, 32]", @@ -1411,7 +1425,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -1429,12 +1472,12 @@ }, "Constant_148": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1447,7 +1490,6 @@ } }, "Unsqueeze_149": { - "parameters": {}, "input_ports": { "prelu6_weight": { "shape": "[1]", @@ -1458,7 +1500,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -1474,7 +1516,6 @@ } }, "PRelu_150": { - "parameters": {}, "input_ports": { "_147": { "shape": "[1, 48, 32, 32]", @@ -1485,7 +1526,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -1501,27 +1542,6 @@ } }, "Conv_151": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_150": { "shape": "[1, 48, 32, 32]", @@ -1536,7 +1556,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -1554,12 +1603,12 @@ }, "Constant_152": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1572,7 +1621,6 @@ } }, "Unsqueeze_153": { - "parameters": {}, "input_ports": { "prelu7_weight": { "shape": "[1]", @@ -1583,7 +1631,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -1599,7 +1647,6 @@ } }, "PRelu_154": { - "parameters": {}, "input_ports": { "_151": { "shape": "[1, 64, 32, 32]", @@ -1610,7 +1657,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -1626,9 +1673,6 @@ } }, "Concat_155": { - "parameters": { - "axis": 1 - }, "input_ports": { "_146": { "shape": "[1, 64, 32, 32]", @@ -1647,7 +1691,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 1 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -1662,27 +1709,6 @@ } }, "Conv_156": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_155": { "shape": "[1, 240, 32, 32]", @@ -1697,7 +1723,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -1714,27 +1769,6 @@ } }, "Conv_157": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_155": { "shape": "[1, 240, 32, 32]", @@ -1749,7 +1783,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -1766,27 +1829,6 @@ } }, "Conv_158": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_155": { "shape": "[1, 240, 32, 32]", @@ -1801,7 +1843,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -1819,12 +1890,12 @@ }, "Constant_159": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1837,7 +1908,6 @@ } }, "Unsqueeze_160": { - "parameters": {}, "input_ports": { "prelu8_weight": { "shape": "[1]", @@ -1848,7 +1918,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -1864,7 +1934,6 @@ } }, "PRelu_161": { - "parameters": {}, "input_ports": { "_158": { "shape": "[1, 64, 32, 32]", @@ -1875,7 +1944,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -1891,27 +1960,6 @@ } }, "Conv_162": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 5, - 5 - ], - "pads": [ - 2, - 2, - 2, - 2 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_161": { "shape": "[1, 64, 32, 32]", @@ -1926,7 +1974,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 5, + 5 + ] + }, + "pads": { + "value": [ + 2, + 2, + 2, + 2 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -1944,12 +2021,12 @@ }, "Constant_163": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -1962,7 +2039,6 @@ } }, "Unsqueeze_164": { - "parameters": {}, "input_ports": { "prelu9_weight": { "shape": "[1]", @@ -1973,7 +2049,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -1989,7 +2065,6 @@ } }, "PRelu_165": { - "parameters": {}, "input_ports": { "_162": { "shape": "[1, 92, 32, 32]", @@ -2000,7 +2075,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -2017,12 +2092,12 @@ }, "Constant_166": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2035,7 +2110,6 @@ } }, "Unsqueeze_167": { - "parameters": {}, "input_ports": { "prelu10_weight": { "shape": "[1]", @@ -2046,7 +2120,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -2062,7 +2136,6 @@ } }, "PRelu_168": { - "parameters": {}, "input_ports": { "_156": { "shape": "[1, 64, 32, 32]", @@ -2073,7 +2146,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -2090,14 +2163,14 @@ }, "Constant_169": { "parameters": { - "value": [ - 0, - 1, - 0, - 1 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2111,11 +2184,11 @@ }, "Constant_170": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2128,14 +2201,13 @@ } }, "Shape_171": { - "parameters": {}, "input_ports": { "_169": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { "onnx::Shape_1": { "function": "onnx::Shape", "args": { @@ -2150,9 +2222,6 @@ } }, "Gather_172": { - "parameters": { - "axis": 0 - }, "input_ports": { "_171": { "shape": "(?)", @@ -2163,7 +2232,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Gather_1": { "function": "onnx::Gather", "args": { @@ -2180,9 +2252,9 @@ }, "Constant_173": { "parameters": { - "value": 4 - }, - "functions": { + "value": { + "value": 4 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2196,9 +2268,9 @@ }, "Constant_174": { "parameters": { - "value": 2 - }, - "functions": { + "value": { + "value": 2 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2211,7 +2283,6 @@ } }, "Mul_175": { - "parameters": {}, "input_ports": { "_173": { "shape": "(?)", @@ -2222,7 +2293,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { @@ -2238,7 +2309,6 @@ } }, "Sub_176": { - "parameters": {}, "input_ports": { "_175": { "shape": "(?)", @@ -2249,7 +2319,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Sub_1": { "function": "onnx::Sub", "args": { @@ -2265,16 +2335,16 @@ } }, "Cast_177": { - "parameters": { - "to": 7 - }, "input_ports": { "_169": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -2289,18 +2359,18 @@ } }, "ConstantOfShape_178": { - "parameters": { - "value": [ - 0 - ] - }, "input_ports": { "_176": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "value": { + "value": [ + 0 + ] + }, "onnx::ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { @@ -2315,9 +2385,6 @@ } }, "Concat_179": { - "parameters": { - "axis": 0 - }, "input_ports": { "_177": { "shape": "(?)", @@ -2328,7 +2395,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -2344,12 +2414,12 @@ }, "Constant_180": { "parameters": { - "value": [ - -1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + -1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2362,7 +2432,6 @@ } }, "Reshape_181": { - "parameters": {}, "input_ports": { "_179": { "shape": "(?)", @@ -2373,7 +2442,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -2390,11 +2459,11 @@ }, "Constant_182": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2408,11 +2477,11 @@ }, "Constant_183": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2426,11 +2495,11 @@ }, "Constant_184": { "parameters": { - "value": [ - -9223372036854775807 - ] - }, - "functions": { + "value": { + "value": [ + -9223372036854775807 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2444,11 +2513,11 @@ }, "Constant_185": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2461,7 +2530,6 @@ } }, "Slice_186": { - "parameters": {}, "input_ports": { "_181": { "shape": "(?)", @@ -2484,7 +2552,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Slice_1": { "function": "onnx::Slice", "args": { @@ -2503,19 +2571,19 @@ } }, "Transpose_187": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "_186": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -2531,11 +2599,11 @@ }, "Constant_188": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2548,7 +2616,6 @@ } }, "Reshape_189": { - "parameters": {}, "input_ports": { "_187": { "shape": "(?)", @@ -2559,7 +2626,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -2575,16 +2642,16 @@ } }, "Cast_190": { - "parameters": { - "to": 7 - }, "input_ports": { "_189": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -2600,9 +2667,9 @@ }, "Constant_191": { "parameters": { - "value": 0.0 - }, - "functions": { + "value": { + "value": 0.0 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2615,9 +2682,6 @@ } }, "Pad_192": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_168": { "shape": "[1, 64, 32, 32]", @@ -2632,7 +2696,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -2650,18 +2717,18 @@ }, "Constant_193": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2674,9 +2741,6 @@ } }, "Pad_194": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_192": { "shape": "[1, 64, 33, 33]", @@ -2687,7 +2751,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -2703,30 +2770,36 @@ } }, "AveragePool_195": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_194": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -2741,27 +2814,6 @@ } }, "Conv_196": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_155": { "shape": "[1, 240, 32, 32]", @@ -2776,7 +2828,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -2794,12 +2875,12 @@ }, "Constant_197": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2812,7 +2893,6 @@ } }, "Unsqueeze_198": { - "parameters": {}, "input_ports": { "prelu11_weight": { "shape": "[1]", @@ -2823,7 +2903,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -2839,7 +2919,6 @@ } }, "PRelu_199": { - "parameters": {}, "input_ports": { "_196": { "shape": "[1, 64, 32, 32]", @@ -2850,7 +2929,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -2866,27 +2945,6 @@ } }, "Conv_200": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 3, - 3 - ], - "pads": [ - 1, - 1, - 1, - 1 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_199": { "shape": "[1, 64, 32, 32]", @@ -2901,7 +2959,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -2919,12 +3006,12 @@ }, "Constant_201": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -2937,7 +3024,6 @@ } }, "Unsqueeze_202": { - "parameters": {}, "input_ports": { "prelu12_weight": { "shape": "[1]", @@ -2948,7 +3034,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -2964,7 +3050,6 @@ } }, "PRelu_203": { - "parameters": {}, "input_ports": { "_200": { "shape": "[1, 92, 32, 32]", @@ -2975,7 +3060,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -2992,12 +3077,12 @@ }, "Constant_204": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3010,7 +3095,6 @@ } }, "Unsqueeze_205": { - "parameters": {}, "input_ports": { "prelu13_weight": { "shape": "[1]", @@ -3021,7 +3105,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -3037,7 +3121,6 @@ } }, "PRelu_206": { - "parameters": {}, "input_ports": { "_157": { "shape": "[1, 92, 32, 32]", @@ -3048,7 +3131,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -3064,9 +3147,6 @@ } }, "Concat_207": { - "parameters": { - "axis": 1 - }, "input_ports": { "_206": { "shape": "[1, 92, 32, 32]", @@ -3085,7 +3165,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 1 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -3101,18 +3184,18 @@ }, "Constant_208": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3125,9 +3208,6 @@ } }, "Pad_209": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_207": { "shape": "[1, 340, 32, 32]", @@ -3138,7 +3218,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -3154,30 +3237,36 @@ } }, "AveragePool_210": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 2, - 2 - ] - }, "input_ports": { "_209": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 2, + 2 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -3192,27 +3281,6 @@ } }, "Conv_211": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_210": { "shape": "[1, 340, 16, 16]", @@ -3227,7 +3295,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -3245,12 +3342,12 @@ }, "Constant_212": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3263,7 +3360,6 @@ } }, "Unsqueeze_213": { - "parameters": {}, "input_ports": { "prelu14_weight": { "shape": "[1]", @@ -3274,7 +3370,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -3290,7 +3386,6 @@ } }, "PRelu_214": { - "parameters": {}, "input_ports": { "_211": { "shape": "[1, 92, 16, 16]", @@ -3301,7 +3396,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -3317,27 +3412,6 @@ } }, "Conv_215": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 5, - 5 - ], - "pads": [ - 2, - 2, - 2, - 2 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_214": { "shape": "[1, 92, 16, 16]", @@ -3352,7 +3426,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 5, + 5 + ] + }, + "pads": { + "value": [ + 2, + 2, + 2, + 2 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -3370,12 +3473,12 @@ }, "Constant_216": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3388,7 +3491,6 @@ } }, "Unsqueeze_217": { - "parameters": {}, "input_ports": { "prelu15_weight": { "shape": "[1]", @@ -3399,7 +3501,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -3415,7 +3517,6 @@ } }, "PRelu_218": { - "parameters": {}, "input_ports": { "_215": { "shape": "[1, 128, 16, 16]", @@ -3426,7 +3527,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -3442,27 +3543,6 @@ } }, "Conv_219": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_210": { "shape": "[1, 340, 16, 16]", @@ -3477,7 +3557,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -3495,12 +3604,12 @@ }, "Constant_220": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3513,7 +3622,6 @@ } }, "Unsqueeze_221": { - "parameters": {}, "input_ports": { "prelu16_weight": { "shape": "[1]", @@ -3524,7 +3632,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -3540,7 +3648,6 @@ } }, "PRelu_222": { - "parameters": {}, "input_ports": { "_219": { "shape": "[1, 128, 16, 16]", @@ -3551,7 +3658,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -3567,27 +3674,6 @@ } }, "Conv_223": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_210": { "shape": "[1, 340, 16, 16]", @@ -3602,7 +3688,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -3620,12 +3735,12 @@ }, "Constant_224": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3638,7 +3753,6 @@ } }, "Unsqueeze_225": { - "parameters": {}, "input_ports": { "prelu17_weight": { "shape": "[1]", @@ -3649,7 +3763,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -3665,7 +3779,6 @@ } }, "PRelu_226": { - "parameters": {}, "input_ports": { "_223": { "shape": "[1, 92, 16, 16]", @@ -3676,7 +3789,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -3693,14 +3806,14 @@ }, "Constant_227": { "parameters": { - "value": [ - 0, - 1, - 0, - 1 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3714,11 +3827,11 @@ }, "Constant_228": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3731,14 +3844,13 @@ } }, "Shape_229": { - "parameters": {}, "input_ports": { "_227": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { "onnx::Shape_1": { "function": "onnx::Shape", "args": { @@ -3753,9 +3865,6 @@ } }, "Gather_230": { - "parameters": { - "axis": 0 - }, "input_ports": { "_229": { "shape": "(?)", @@ -3766,7 +3875,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Gather_1": { "function": "onnx::Gather", "args": { @@ -3783,9 +3895,9 @@ }, "Constant_231": { "parameters": { - "value": 4 - }, - "functions": { + "value": { + "value": 4 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3799,9 +3911,9 @@ }, "Constant_232": { "parameters": { - "value": 2 - }, - "functions": { + "value": { + "value": 2 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3814,7 +3926,6 @@ } }, "Mul_233": { - "parameters": {}, "input_ports": { "_231": { "shape": "(?)", @@ -3825,7 +3936,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { @@ -3841,7 +3952,6 @@ } }, "Sub_234": { - "parameters": {}, "input_ports": { "_233": { "shape": "(?)", @@ -3852,7 +3962,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Sub_1": { "function": "onnx::Sub", "args": { @@ -3868,16 +3978,16 @@ } }, "Cast_235": { - "parameters": { - "to": 7 - }, "input_ports": { "_227": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -3892,18 +4002,18 @@ } }, "ConstantOfShape_236": { - "parameters": { - "value": [ - 0 - ] - }, "input_ports": { "_234": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "value": { + "value": [ + 0 + ] + }, "onnx::ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { @@ -3918,9 +4028,6 @@ } }, "Concat_237": { - "parameters": { - "axis": 0 - }, "input_ports": { "_235": { "shape": "(?)", @@ -3931,7 +4038,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -3947,12 +4057,12 @@ }, "Constant_238": { "parameters": { - "value": [ - -1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + -1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -3965,7 +4075,6 @@ } }, "Reshape_239": { - "parameters": {}, "input_ports": { "_237": { "shape": "(?)", @@ -3976,7 +4085,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -3993,11 +4102,11 @@ }, "Constant_240": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4011,11 +4120,11 @@ }, "Constant_241": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4029,11 +4138,11 @@ }, "Constant_242": { "parameters": { - "value": [ - -9223372036854775807 - ] - }, - "functions": { + "value": { + "value": [ + -9223372036854775807 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4047,11 +4156,11 @@ }, "Constant_243": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4064,7 +4173,6 @@ } }, "Slice_244": { - "parameters": {}, "input_ports": { "_239": { "shape": "(?)", @@ -4087,7 +4195,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Slice_1": { "function": "onnx::Slice", "args": { @@ -4106,19 +4214,19 @@ } }, "Transpose_245": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "_244": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -4134,11 +4242,11 @@ }, "Constant_246": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4151,7 +4259,6 @@ } }, "Reshape_247": { - "parameters": {}, "input_ports": { "_245": { "shape": "(?)", @@ -4162,7 +4269,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -4178,16 +4285,16 @@ } }, "Cast_248": { - "parameters": { - "to": 7 - }, "input_ports": { "_247": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -4203,9 +4310,9 @@ }, "Constant_249": { "parameters": { - "value": 0.0 - }, - "functions": { + "value": { + "value": 0.0 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4218,9 +4325,6 @@ } }, "Pad_250": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_226": { "shape": "[1, 92, 16, 16]", @@ -4235,7 +4339,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -4253,18 +4360,18 @@ }, "Constant_251": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4277,9 +4384,6 @@ } }, "Pad_252": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_250": { "shape": "[1, 92, 17, 17]", @@ -4290,7 +4394,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -4306,30 +4413,36 @@ } }, "AveragePool_253": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_252": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -4344,27 +4457,6 @@ } }, "Conv_254": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_210": { "shape": "[1, 340, 16, 16]", @@ -4379,7 +4471,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -4397,12 +4518,12 @@ }, "Constant_255": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4415,7 +4536,6 @@ } }, "Unsqueeze_256": { - "parameters": {}, "input_ports": { "prelu18_weight": { "shape": "[1]", @@ -4426,7 +4546,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -4442,7 +4562,6 @@ } }, "PRelu_257": { - "parameters": {}, "input_ports": { "_254": { "shape": "[1, 92, 16, 16]", @@ -4453,7 +4572,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -4469,27 +4588,6 @@ } }, "Conv_258": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 3, - 3 - ], - "pads": [ - 1, - 1, - 1, - 1 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_257": { "shape": "[1, 92, 16, 16]", @@ -4504,7 +4602,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -4522,12 +4649,12 @@ }, "Constant_259": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4540,7 +4667,6 @@ } }, "Unsqueeze_260": { - "parameters": {}, "input_ports": { "prelu19_weight": { "shape": "[1]", @@ -4551,7 +4677,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -4567,7 +4693,6 @@ } }, "PRelu_261": { - "parameters": {}, "input_ports": { "_258": { "shape": "[1, 128, 16, 16]", @@ -4578,7 +4703,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -4594,9 +4719,6 @@ } }, "Concat_262": { - "parameters": { - "axis": 1 - }, "input_ports": { "_222": { "shape": "[1, 128, 16, 16]", @@ -4615,7 +4737,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 1 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -4630,27 +4755,6 @@ } }, "Conv_263": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_262": { "shape": "[1, 476, 16, 16]", @@ -4665,7 +4769,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -4683,12 +4816,12 @@ }, "Constant_264": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4701,7 +4834,6 @@ } }, "Unsqueeze_265": { - "parameters": {}, "input_ports": { "prelu20_weight": { "shape": "[1]", @@ -4712,7 +4844,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -4728,7 +4860,6 @@ } }, "PRelu_266": { - "parameters": {}, "input_ports": { "_263": { "shape": "[1, 92, 16, 16]", @@ -4739,7 +4870,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -4755,27 +4886,6 @@ } }, "Conv_267": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 3, - 3 - ], - "pads": [ - 1, - 1, - 1, - 1 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_266": { "shape": "[1, 92, 16, 16]", @@ -4790,7 +4900,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -4808,12 +4947,12 @@ }, "Constant_268": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4826,7 +4965,6 @@ } }, "Unsqueeze_269": { - "parameters": {}, "input_ports": { "prelu21_weight": { "shape": "[1]", @@ -4837,7 +4975,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -4853,7 +4991,6 @@ } }, "PRelu_270": { - "parameters": {}, "input_ports": { "_267": { "shape": "[1, 128, 16, 16]", @@ -4864,7 +5001,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -4880,27 +5017,6 @@ } }, "Conv_271": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_262": { "shape": "[1, 476, 16, 16]", @@ -4915,7 +5031,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -4933,12 +5078,12 @@ }, "Constant_272": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -4951,7 +5096,6 @@ } }, "Unsqueeze_273": { - "parameters": {}, "input_ports": { "prelu22_weight": { "shape": "[1]", @@ -4962,7 +5106,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -4978,7 +5122,6 @@ } }, "PRelu_274": { - "parameters": {}, "input_ports": { "_271": { "shape": "[1, 92, 16, 16]", @@ -4989,7 +5132,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -5006,14 +5149,14 @@ }, "Constant_275": { "parameters": { - "value": [ - 0, - 1, - 0, - 1 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5027,11 +5170,11 @@ }, "Constant_276": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5044,14 +5187,13 @@ } }, "Shape_277": { - "parameters": {}, "input_ports": { "_275": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { "onnx::Shape_1": { "function": "onnx::Shape", "args": { @@ -5066,9 +5208,6 @@ } }, "Gather_278": { - "parameters": { - "axis": 0 - }, "input_ports": { "_277": { "shape": "(?)", @@ -5079,7 +5218,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Gather_1": { "function": "onnx::Gather", "args": { @@ -5096,9 +5238,9 @@ }, "Constant_279": { "parameters": { - "value": 4 - }, - "functions": { + "value": { + "value": 4 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5112,9 +5254,9 @@ }, "Constant_280": { "parameters": { - "value": 2 - }, - "functions": { + "value": { + "value": 2 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5127,7 +5269,6 @@ } }, "Mul_281": { - "parameters": {}, "input_ports": { "_279": { "shape": "(?)", @@ -5138,7 +5279,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { @@ -5154,7 +5295,6 @@ } }, "Sub_282": { - "parameters": {}, "input_ports": { "_281": { "shape": "(?)", @@ -5165,7 +5305,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Sub_1": { "function": "onnx::Sub", "args": { @@ -5181,16 +5321,16 @@ } }, "Cast_283": { - "parameters": { - "to": 7 - }, "input_ports": { "_275": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -5205,18 +5345,18 @@ } }, "ConstantOfShape_284": { - "parameters": { - "value": [ - 0 - ] - }, "input_ports": { "_282": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "value": { + "value": [ + 0 + ] + }, "onnx::ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { @@ -5231,9 +5371,6 @@ } }, "Concat_285": { - "parameters": { - "axis": 0 - }, "input_ports": { "_283": { "shape": "(?)", @@ -5244,7 +5381,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -5260,12 +5400,12 @@ }, "Constant_286": { "parameters": { - "value": [ - -1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + -1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5278,7 +5418,6 @@ } }, "Reshape_287": { - "parameters": {}, "input_ports": { "_285": { "shape": "(?)", @@ -5289,7 +5428,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -5306,11 +5445,11 @@ }, "Constant_288": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5324,11 +5463,11 @@ }, "Constant_289": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5342,11 +5481,11 @@ }, "Constant_290": { "parameters": { - "value": [ - -9223372036854775807 - ] - }, - "functions": { + "value": { + "value": [ + -9223372036854775807 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5360,11 +5499,11 @@ }, "Constant_291": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5377,7 +5516,6 @@ } }, "Slice_292": { - "parameters": {}, "input_ports": { "_287": { "shape": "(?)", @@ -5400,7 +5538,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Slice_1": { "function": "onnx::Slice", "args": { @@ -5419,19 +5557,19 @@ } }, "Transpose_293": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "_292": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -5447,11 +5585,11 @@ }, "Constant_294": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5464,7 +5602,6 @@ } }, "Reshape_295": { - "parameters": {}, "input_ports": { "_293": { "shape": "(?)", @@ -5475,7 +5612,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -5491,16 +5628,16 @@ } }, "Cast_296": { - "parameters": { - "to": 7 - }, "input_ports": { "_295": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -5516,9 +5653,9 @@ }, "Constant_297": { "parameters": { - "value": 0.0 - }, - "functions": { + "value": { + "value": 0.0 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5531,9 +5668,6 @@ } }, "Pad_298": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_274": { "shape": "[1, 92, 16, 16]", @@ -5548,7 +5682,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -5566,18 +5703,18 @@ }, "Constant_299": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5590,9 +5727,6 @@ } }, "Pad_300": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_298": { "shape": "[1, 92, 17, 17]", @@ -5603,7 +5737,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -5619,30 +5756,36 @@ } }, "AveragePool_301": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_300": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -5657,27 +5800,6 @@ } }, "Conv_302": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_262": { "shape": "[1, 476, 16, 16]", @@ -5692,7 +5814,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -5710,12 +5861,12 @@ }, "Constant_303": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5728,7 +5879,6 @@ } }, "Unsqueeze_304": { - "parameters": {}, "input_ports": { "prelu23_weight": { "shape": "[1]", @@ -5739,7 +5889,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -5755,7 +5905,6 @@ } }, "PRelu_305": { - "parameters": {}, "input_ports": { "_302": { "shape": "[1, 92, 16, 16]", @@ -5766,7 +5915,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -5782,27 +5931,6 @@ } }, "Conv_306": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 5, - 5 - ], - "pads": [ - 2, - 2, - 2, - 2 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_305": { "shape": "[1, 92, 16, 16]", @@ -5817,7 +5945,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 5, + 5 + ] + }, + "pads": { + "value": [ + 2, + 2, + 2, + 2 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -5835,12 +5992,12 @@ }, "Constant_307": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5853,7 +6010,6 @@ } }, "Unsqueeze_308": { - "parameters": {}, "input_ports": { "prelu24_weight": { "shape": "[1]", @@ -5864,7 +6020,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -5880,7 +6036,6 @@ } }, "PRelu_309": { - "parameters": {}, "input_ports": { "_306": { "shape": "[1, 128, 16, 16]", @@ -5891,7 +6046,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -5907,27 +6062,6 @@ } }, "Conv_310": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_262": { "shape": "[1, 476, 16, 16]", @@ -5942,7 +6076,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -5960,12 +6123,12 @@ }, "Constant_311": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -5978,7 +6141,6 @@ } }, "Unsqueeze_312": { - "parameters": {}, "input_ports": { "prelu25_weight": { "shape": "[1]", @@ -5989,7 +6151,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -6005,7 +6167,6 @@ } }, "PRelu_313": { - "parameters": {}, "input_ports": { "_310": { "shape": "[1, 128, 16, 16]", @@ -6016,7 +6177,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -6032,9 +6193,6 @@ } }, "Concat_314": { - "parameters": { - "axis": 1 - }, "input_ports": { "_313": { "shape": "[1, 128, 16, 16]", @@ -6053,7 +6211,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 1 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -6069,18 +6230,18 @@ }, "Constant_315": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6093,9 +6254,6 @@ } }, "Pad_316": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_314": { "shape": "[1, 476, 16, 16]", @@ -6106,7 +6264,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -6122,30 +6283,36 @@ } }, "AveragePool_317": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 2, - 2 - ] - }, "input_ports": { "_316": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 2, + 2 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -6160,27 +6327,6 @@ } }, "Conv_318": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_317": { "shape": "[1, 476, 8, 8]", @@ -6195,7 +6341,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -6213,12 +6388,12 @@ }, "Constant_319": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6231,7 +6406,6 @@ } }, "Unsqueeze_320": { - "parameters": {}, "input_ports": { "prelu26_weight": { "shape": "[1]", @@ -6242,7 +6416,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -6258,7 +6432,6 @@ } }, "PRelu_321": { - "parameters": {}, "input_ports": { "_318": { "shape": "[1, 92, 8, 8]", @@ -6269,7 +6442,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -6286,14 +6459,14 @@ }, "Constant_322": { "parameters": { - "value": [ - 0, - 1, - 0, - 1 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6307,11 +6480,11 @@ }, "Constant_323": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6324,14 +6497,13 @@ } }, "Shape_324": { - "parameters": {}, "input_ports": { "_322": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { "onnx::Shape_1": { "function": "onnx::Shape", "args": { @@ -6346,9 +6518,6 @@ } }, "Gather_325": { - "parameters": { - "axis": 0 - }, "input_ports": { "_324": { "shape": "(?)", @@ -6359,7 +6528,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Gather_1": { "function": "onnx::Gather", "args": { @@ -6376,9 +6548,9 @@ }, "Constant_326": { "parameters": { - "value": 4 - }, - "functions": { + "value": { + "value": 4 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6392,9 +6564,9 @@ }, "Constant_327": { "parameters": { - "value": 2 - }, - "functions": { + "value": { + "value": 2 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6407,7 +6579,6 @@ } }, "Mul_328": { - "parameters": {}, "input_ports": { "_326": { "shape": "(?)", @@ -6418,7 +6589,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Mul_1": { "function": "onnx::Mul", "args": { @@ -6434,7 +6605,6 @@ } }, "Sub_329": { - "parameters": {}, "input_ports": { "_328": { "shape": "(?)", @@ -6445,7 +6615,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Sub_1": { "function": "onnx::Sub", "args": { @@ -6461,16 +6631,16 @@ } }, "Cast_330": { - "parameters": { - "to": 7 - }, "input_ports": { "_322": { "shape": "(?)", "type": "List[int]" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -6485,18 +6655,18 @@ } }, "ConstantOfShape_331": { - "parameters": { - "value": [ - 0 - ] - }, "input_ports": { "_329": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "value": { + "value": [ + 0 + ] + }, "onnx::ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { @@ -6511,9 +6681,6 @@ } }, "Concat_332": { - "parameters": { - "axis": 0 - }, "input_ports": { "_330": { "shape": "(?)", @@ -6524,7 +6691,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -6540,12 +6710,12 @@ }, "Constant_333": { "parameters": { - "value": [ - -1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + -1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6558,7 +6728,6 @@ } }, "Reshape_334": { - "parameters": {}, "input_ports": { "_332": { "shape": "(?)", @@ -6569,7 +6738,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -6586,11 +6755,11 @@ }, "Constant_335": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6604,11 +6773,11 @@ }, "Constant_336": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6622,11 +6791,11 @@ }, "Constant_337": { "parameters": { - "value": [ - -9223372036854775807 - ] - }, - "functions": { + "value": { + "value": [ + -9223372036854775807 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6640,11 +6809,11 @@ }, "Constant_338": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6657,7 +6826,6 @@ } }, "Slice_339": { - "parameters": {}, "input_ports": { "_334": { "shape": "(?)", @@ -6680,7 +6848,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Slice_1": { "function": "onnx::Slice", "args": { @@ -6699,19 +6867,19 @@ } }, "Transpose_340": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "_339": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -6727,11 +6895,11 @@ }, "Constant_341": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6744,7 +6912,6 @@ } }, "Reshape_342": { - "parameters": {}, "input_ports": { "_340": { "shape": "(?)", @@ -6755,7 +6922,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -6771,16 +6938,16 @@ } }, "Cast_343": { - "parameters": { - "to": 7 - }, "input_ports": { "_342": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "to": { + "value": 7 + }, "onnx::Cast_1": { "function": "onnx::Cast", "args": { @@ -6796,9 +6963,9 @@ }, "Constant_344": { "parameters": { - "value": 0.0 - }, - "functions": { + "value": { + "value": 0.0 + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6811,9 +6978,6 @@ } }, "Pad_345": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_321": { "shape": "[1, 92, 8, 8]", @@ -6828,7 +6992,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -6846,18 +7013,18 @@ }, "Constant_346": { "parameters": { - "value": [ - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -6870,9 +7037,6 @@ } }, "Pad_347": { - "parameters": { - "mode": "constant" - }, "input_ports": { "_345": { "shape": "[1, 92, 9, 9]", @@ -6883,7 +7047,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "mode": { + "value": "constant" + }, "onnx::Pad_1": { "function": "onnx::Pad", "args": { @@ -6899,30 +7066,36 @@ } }, "AveragePool_348": { - "parameters": { - "ceil_mode": 0, - "kernel_shape": [ - 2, - 2 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_347": { "shape": "(?)", "type": "Tensor" } }, - "functions": { + "parameters": { + "ceil_mode": { + "value": 0 + }, + "kernel_shape": { + "value": [ + 2, + 2 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::AveragePool_1": { "function": "onnx::AveragePool", "args": { @@ -6937,27 +7110,6 @@ } }, "Conv_349": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_317": { "shape": "[1, 476, 8, 8]", @@ -6972,7 +7124,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -6990,12 +7171,12 @@ }, "Constant_350": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -7008,7 +7189,6 @@ } }, "Unsqueeze_351": { - "parameters": {}, "input_ports": { "prelu27_weight": { "shape": "[1]", @@ -7019,7 +7199,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -7035,7 +7215,6 @@ } }, "PRelu_352": { - "parameters": {}, "input_ports": { "_349": { "shape": "[1, 92, 8, 8]", @@ -7046,7 +7225,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -7062,27 +7241,6 @@ } }, "Conv_353": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 3, - 3 - ], - "pads": [ - 1, - 1, - 1, - 1 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_352": { "shape": "[1, 92, 8, 8]", @@ -7097,7 +7255,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -7115,12 +7302,12 @@ }, "Constant_354": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -7133,7 +7320,6 @@ } }, "Unsqueeze_355": { - "parameters": {}, "input_ports": { "prelu28_weight": { "shape": "[1]", @@ -7144,7 +7330,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -7160,7 +7346,6 @@ } }, "PRelu_356": { - "parameters": {}, "input_ports": { "_353": { "shape": "[1, 128, 8, 8]", @@ -7171,7 +7356,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -7187,27 +7372,6 @@ } }, "Conv_357": { - "parameters": { - "dilations": [ - 1, - 1 - ], - "group": 1, - "kernel_shape": [ - 1, - 1 - ], - "pads": [ - 0, - 0, - 0, - 0 - ], - "strides": [ - 1, - 1 - ] - }, "input_ports": { "_317": { "shape": "[1, 476, 8, 8]", @@ -7222,7 +7386,36 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 1, + 1 + ] + }, + "pads": { + "value": [ + 0, + 0, + 0, + 0 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, "onnx::Conv_1": { "function": "onnx::Conv", "args": { @@ -7240,12 +7433,12 @@ }, "Constant_358": { "parameters": { - "value": [ - 1, - 2 - ] - }, - "functions": { + "value": { + "value": [ + 1, + 2 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -7258,7 +7451,6 @@ } }, "Unsqueeze_359": { - "parameters": {}, "input_ports": { "prelu29_weight": { "shape": "[1]", @@ -7269,7 +7461,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Unsqueeze_1": { "function": "onnx::Unsqueeze", "args": { @@ -7285,7 +7477,6 @@ } }, "PRelu_360": { - "parameters": {}, "input_ports": { "_357": { "shape": "[1, 128, 8, 8]", @@ -7296,7 +7487,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -7312,9 +7503,6 @@ } }, "Concat_361": { - "parameters": { - "axis": 1 - }, "input_ports": { "_360": { "shape": "[1, 128, 8, 8]", @@ -7329,7 +7517,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 1 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -7344,14 +7535,13 @@ } }, "Shape_362": { - "parameters": {}, "input_ports": { "_361": { "shape": "[1, 348, 8, 8]", "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Shape_1": { "function": "onnx::Shape", "args": { @@ -7367,11 +7557,11 @@ }, "Constant_363": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -7385,11 +7575,11 @@ }, "Constant_364": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -7403,11 +7593,11 @@ }, "Constant_365": { "parameters": { - "value": [ - 0 - ] - }, - "functions": { + "value": { + "value": [ + 0 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -7420,7 +7610,6 @@ } }, "Slice_366": { - "parameters": {}, "input_ports": { "_362": { "shape": "(?)", @@ -7439,7 +7628,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Slice_1": { "function": "onnx::Slice", "args": { @@ -7458,11 +7647,11 @@ }, "Constant_367": { "parameters": { - "value": [ - -1 - ] - }, - "functions": { + "value": { + "value": [ + -1 + ] + }, "onnx::Constant_1": { "function": "onnx::Constant", "args": {} @@ -7475,9 +7664,6 @@ } }, "Concat_368": { - "parameters": { - "axis": 0 - }, "input_ports": { "_366": { "shape": "(?)", @@ -7488,7 +7674,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -7503,7 +7692,6 @@ } }, "Reshape_369": { - "parameters": {}, "input_ports": { "_361": { "shape": "[1, 348, 8, 8]", @@ -7514,7 +7702,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Reshape_1": { "function": "onnx::Reshape", "args": { @@ -7530,9 +7718,6 @@ } }, "Concat_370": { - "parameters": { - "axis": 0 - }, "input_ports": { "_369": { "shape": "[22272]", @@ -7543,7 +7728,10 @@ "type": "Tensor" } }, - "functions": { + "parameters": { + "axis": { + "value": 0 + }, "onnx::Concat_1": { "function": "onnx::Concat", "args": { @@ -7558,19 +7746,19 @@ } }, "Transpose_371": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "dense_weight": { "shape": "[1096, 22273]", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -7585,7 +7773,6 @@ } }, "MatMul_372": { - "parameters": {}, "input_ports": { "_370": { "shape": "[22273]", @@ -7596,7 +7783,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::MatMul_1": { "function": "onnx::MatMul", "args": { @@ -7612,7 +7799,6 @@ } }, "Add_373": { - "parameters": {}, "input_ports": { "_372": { "shape": "[1096]", @@ -7623,7 +7809,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Add_1": { "function": "onnx::Add", "args": { @@ -7639,7 +7825,6 @@ } }, "PRelu_374": { - "parameters": {}, "input_ports": { "_373": { "shape": "[1096]", @@ -7650,7 +7835,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -7666,19 +7851,19 @@ } }, "Transpose_375": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "dense2_weight": { "shape": "[1096, 1096]", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -7693,7 +7878,6 @@ } }, "MatMul_376": { - "parameters": {}, "input_ports": { "_374": { "shape": "[1096]", @@ -7704,7 +7888,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::MatMul_1": { "function": "onnx::MatMul", "args": { @@ -7720,7 +7904,6 @@ } }, "Add_377": { - "parameters": {}, "input_ports": { "_376": { "shape": "[1096]", @@ -7731,7 +7914,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Add_1": { "function": "onnx::Add", "args": { @@ -7747,7 +7930,6 @@ } }, "PRelu_378": { - "parameters": {}, "input_ports": { "_377": { "shape": "[1096]", @@ -7758,7 +7940,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::PRelu_1": { "function": "onnx::PRelu", "args": { @@ -7774,19 +7956,19 @@ } }, "Transpose_379": { - "parameters": { - "perm": [ - 1, - 0 - ] - }, "input_ports": { "dense3_weight": { "shape": "[180, 1096]", "type": "Tensor" } }, - "functions": { + "parameters": { + "perm": { + "value": [ + 1, + 0 + ] + }, "onnx::Transpose_1": { "function": "onnx::Transpose", "args": { @@ -7801,7 +7983,6 @@ } }, "MatMul_380": { - "parameters": {}, "input_ports": { "_378": { "shape": "[1096]", @@ -7812,7 +7993,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::MatMul_1": { "function": "onnx::MatMul", "args": { @@ -7828,7 +8009,6 @@ } }, "Add_381": { - "parameters": {}, "input_ports": { "_380": { "shape": "[180]", @@ -7839,7 +8019,7 @@ "type": "Tensor" } }, - "functions": { + "parameters": { "onnx::Add_1": { "function": "onnx::Add", "args": { @@ -9684,4 +9864,4 @@ } } } -} +} \ No newline at end of file diff --git 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insertions(+), 1541 deletions(-) diff --git a/examples/NeuroML/ABCD.mdf.json b/examples/NeuroML/ABCD.mdf.json index 4491e803..2f35dfcd 100644 --- a/examples/NeuroML/ABCD.mdf.json +++ b/examples/NeuroML/ABCD.mdf.json @@ -1,6 +1,6 @@ { "ABCD": { - "format": "ModECI MDF v0.1", + "format": "ModECI MDF v0.2", "graphs": { "ABCD": { "notes": "Example of a simplified network", diff --git a/examples/NeuroML/ABCD.mdf.yaml b/examples/NeuroML/ABCD.mdf.yaml index c676c9ce..bf74f71f 100644 --- a/examples/NeuroML/ABCD.mdf.yaml +++ b/examples/NeuroML/ABCD.mdf.yaml @@ -1,5 +1,5 @@ ABCD: - format: ModECI MDF v0.1 + format: ModECI MDF v0.2 graphs: ABCD: notes: Example of a simplified network diff --git a/examples/ONNX/ab.json b/examples/ONNX/ab.json index 81a46979..4431dab6 100644 --- a/examples/ONNX/ab.json +++ b/examples/ONNX/ab.json @@ -1,20 +1,20 @@ { "ONNX Model": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", + "format": "ModECI MDF v0.2", + 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zJw1)5Z4MrcLPX#(&MiF0*RP%!o?rQ{yn(J4%63(_Op)IMGMMfQ1Gh4-w~LF2zphR1 z)YOz0=6U61vLCFJ=(zv+{=KM;qWRe5_7ke>!k>;bb{o*rF?R`<&3{^~R^$pg_GrO) z_H;4V@wM~|p)SgOAK2-;rt17;(_$Tx`;8CPFYdomT(I{CtFBIjfR@~1>}tkM00L0H zW1?rZ=^~MRq=`#rfR!;E+)rBcYDM zvA~Kd8b38jBS+hqmES9;3JXJ7g;rO`-d9fQ$KMhj;L!NU;5`6kto6_FUSB_2!@koO zLgy^SnWc#YA*XRrB$m?~k7ioXXKmGEw6x zJH~YBKr#t|i(;0PRfO!*5OA8cb+!QQ5alM8=1&W{c1I$%){rI7A-N9534{?$M8=F{ z&=M8ChSKo0{QGCuKJp8QrSoB#0O1p#$ii zUjZy}g)b{2P=^#zq!fXm$IWiyz@{u@ob1sxezZ{{&LE>Zr$ Evaluating time step: %s" % self.scheduler.get_clock(None).simple_time ) for node in ts: From 4b08ef43ee22b6eacc13931bd301415bd367d751 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Fri, 6 Aug 2021 17:53:23 +0100 Subject: [PATCH 11/81] States example runs --- examples/MDF/states.py | 2 +- src/modeci_mdf/execution_engine.py | 90 +++++++++++++++++------------- 2 files changed, 53 insertions(+), 39 deletions(-) diff --git a/examples/MDF/states.py b/examples/MDF/states.py index 82352b51..ae519adb 100644 --- a/examples/MDF/states.py +++ b/examples/MDF/states.py @@ -47,7 +47,7 @@ def main(): if "-run" in sys.argv: verbose = True - verbose = False + #verbose = False from modeci_mdf.utils import load_mdf, print_summary from modeci_mdf.execution_engine import EvaluableGraph diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index e2728074..6883b801 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -172,6 +172,9 @@ def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT) class EvaluableParameter: + + DEFAULT_INIT_VALUE = 0 # Temporary! + def __init__(self, parameter, verbose=False): self.verbose = verbose self.parameter = parameter @@ -180,13 +183,22 @@ def __init__(self, parameter, verbose=False): def get_current_value(self, parameters, array_format=FORMAT_DEFAULT): if self.curr_value == None: if self.parameter.value: - + ips = {} + ips.update(parameters) + ips[self.parameter.id]=self.DEFAULT_INIT_VALUE self.curr_value = evaluate_expr( self.parameter.value, - parameters, + ips, verbose=False, array_format=array_format, ) + if self.verbose: + print( + " Initial eval of <{}> = {} ".format( + self.parameter, self.curr_value + ) + ) + return self.curr_value @@ -297,11 +309,6 @@ def __init__(self, node, verbose=False): self.evaluable_outputs = {} all_known_vars = [] - # params_init={} - if node.parameters: - # params_init.update(node.parameters) - for p in node.parameters: - all_known_vars.append(p) for ip in node.input_ports: rip = EvaluableInput(ip, self.verbose) @@ -309,11 +316,12 @@ def __init__(self, node, verbose=False): all_known_vars.append(ip.id) # params_init[ip] = ip.curr_value + ''' for p in node.parameters: ep = EvaluableParameter(p, self.verbose) self.evaluable_parameters[p.id] = ep all_known_vars.append(p.id) - # params_init[s] = s.curr_value + # params_init[s] = s.curr_value''' for s in node.states: es = EvaluableState(s, self.verbose) @@ -321,53 +329,59 @@ def __init__(self, node, verbose=False): all_known_vars.append(s.id) # params_init[s] = s.curr_value - all_funcs = [f for f in node.functions] + all_params_to_check = [p for p in node.parameters] + print('all_params_to_check: %s'%all_params_to_check) + + # Order the parameters into the correct sequence + while len(all_params_to_check) > 0: + p = all_params_to_check.pop(0) # pop first off list - # Order the functions into the correct sequence - while len(all_funcs) > 0: - f = all_funcs.pop(0) # pop first off list if verbose: print( - " Checking whether function: %s with args %s is sufficiently determined by known vars %s" - % (f.id, f.args, all_known_vars) + " Checking whether parameter: %s with args: %s, value: %s is sufficiently determined by known vars %s" + % (p.id, p.args, p.value, all_known_vars) ) all_req_vars = [] - for arg in f.args: - arg_expr = f.args[arg] + if p.value is not None: + param_expr = sympy.simplify(p.value) + all_req_vars.extend([str(s) for s in param_expr.free_symbols]) - # If we are dealing with a list of symbols, each must treated separately - if type(arg_expr) == str and arg_expr[0] == "[" and arg_expr[-1] == "]": - # Use the Python interpreter to parse this into a List[str] - arg_expr_list = eval(arg_expr) - else: - arg_expr_list = [arg_expr] + if p.args is not None: + for arg in p.args: + arg_expr = p.args[arg] + + # If we are dealing with a list of symbols, each must treated separately + if type(arg_expr) == str and arg_expr[0] == "[" and arg_expr[-1] == "]": + # Use the Python interpreter to parse this into a List[str] + arg_expr_list = eval(arg_expr) + else: + arg_expr_list = [arg_expr] - for e in arg_expr_list: - func_expr = sympy.simplify(e) - all_req_vars.extend([str(s) for s in func_expr.free_symbols]) + for e in arg_expr_list: + param_expr = sympy.simplify(e) + all_req_vars.extend([str(s) for s in param_expr.free_symbols]) - all_present = [v in all_known_vars for v in all_req_vars] + all_known_vars_plus_this = all_known_vars+[p.id] + all_present = [v in all_known_vars_plus_this for v in all_req_vars] if verbose: print( - " Are all of %s in %s? %s" - % (all_req_vars, all_known_vars, all_present) + " Are all of %s in %s? %s, i.e. %s" + % (all_req_vars, all_known_vars_plus_this, all_present, all(all_present)) ) if all(all_present): - rf = EvaluableFunction(f, self.verbose) - self.evaluable_functions[f.id] = rf - all_known_vars.append(f.id) - # params_init[f] = self.evaluable_functions[f.id].evaluate( - # params_init, array_format=FORMAT_DEFAULT - # ) + ep = EvaluableParameter(p, self.verbose) + self.evaluable_parameters[p.id] = ep + all_known_vars.append(p.id) + else: - if len(all_funcs) == 0: + if len(all_params_to_check) == 0: raise Exception( - "Error! Could not evaluate function: %s with args %s using known vars %s" - % (f.id, f.args, all_known_vars) + "Error! Could not evaluate parameter: %s with args %s using known vars %s" + % (p.id, p.args, all_known_vars_plus_this) ) else: - all_funcs.append(f) # Add back to end of list... + all_params_to_check.append(p) # Add back to end of list... for op in node.output_ports: rop = EvaluableOutput(op,self.verbose) From 92af4ef8402ded595a6849ab998d23c20d8ff3c7 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Fri, 6 Aug 2021 19:10:55 +0100 Subject: [PATCH 12/81] Simple runs --- examples/MDF/Simple.json | 22 +++++------ examples/MDF/Simple.yaml | 15 ++++---- examples/MDF/simple.py | 9 +++-- src/modeci_mdf/execution_engine.py | 61 ++++++++++++++++++++++++++++++ src/modeci_mdf/mdf.py | 14 +++++++ 5 files changed, 97 insertions(+), 24 deletions(-) diff --git a/examples/MDF/Simple.json b/examples/MDF/Simple.json index 5219a273..fab68572 100644 --- a/examples/MDF/Simple.json +++ b/examples/MDF/Simple.json @@ -21,7 +21,16 @@ "input_ports": { "input_port1": {} }, - "functions": { + "parameters": { + "lin_slope": { + "value": "0.5" + }, + "lin_intercept": { + "value": "0" + }, + "log_gain": { + "value": "3" + }, "linear_1": { "function": "linear", "args": { @@ -40,17 +49,6 @@ } } }, - "parameters": { - "lin_slope": { - "value": "0.5" - }, - "lin_intercept": { - "value": "0" - }, - "log_gain": { - "value": "3" - } - }, "output_ports": { "output_1": { "value": "logistic_1" diff --git a/examples/MDF/Simple.yaml b/examples/MDF/Simple.yaml index 1683e65a..47f8b326 100644 --- a/examples/MDF/Simple.yaml +++ b/examples/MDF/Simple.yaml @@ -14,7 +14,13 @@ Simple: processing_node: input_ports: input_port1: {} - functions: + parameters: + lin_slope: + value: '0.5' + lin_intercept: + value: '0' + log_gain: + value: '3' linear_1: function: linear args: @@ -28,13 +34,6 @@ Simple: gain: log_gain bias: 0 offset: 0 - parameters: - lin_slope: - value: '0.5' - lin_intercept: - value: '0' - log_gain: - value: '3' output_ports: output_1: value: logistic_1 diff --git a/examples/MDF/simple.py b/examples/MDF/simple.py index a3d2a7ac..4e5563fb 100644 --- a/examples/MDF/simple.py +++ b/examples/MDF/simple.py @@ -37,18 +37,19 @@ def main(): ip1 = InputPort(id="input_port1") processing_node.input_ports.append(ip1) - f1 = Function( + f1 = Parameter( id="linear_1", function="linear", args={"variable0": ip1.id, "slope": "lin_slope", "intercept": "lin_intercept"}, ) - f2 = Function( + f2 = Parameter( id="logistic_1", function="logistic", args={"variable0": f1.id, "gain": "log_gain", "bias": 0, "offset": 0}, ) - processing_node.functions.append(f1) - processing_node.functions.append(f2) + processing_node.parameters.append(f1) + processing_node.parameters.append(f2) + processing_node.output_ports.append(OutputPort(id="output_1", value="logistic_1")) e1 = Edge( diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index 6883b801..f1288edb 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -218,6 +218,67 @@ def evaluate(self, parameters, time_increment=None, array_format=FORMAT_DEFAULT) verbose=False, array_format=array_format, ) + elif self.parameter.function: + expr = None + for f in mdf_functions: + if self.parameter.function == f: + expr = create_python_expression(mdf_functions[f]["expression_string"]) + if not expr: + raise "Unknown function: {}. Known functions: {}".format( + self.parameter.function, + mdf_functions.keys, + ) + + func_params = {} + func_params.update(parameters) + if self.verbose: + print( + " Evaluating %s with %s, i.e. [%s]" + % (self.parameter, _params_info(func_params), expr) + ) + for arg in self.parameter.args: + func_params[arg] = evaluate_expr( + self.parameter.args[arg], + func_params, + verbose=False, + array_format=array_format, + ) + if self.verbose: + print( + " Arg: {} became: {}".format(arg, _val_info(func_params[arg])) + ) + + # If this is an ONNX operation, evaluate it without neuromlite. + if "onnx_ops." in expr: + # Get the ONNX function + onnx_function = getattr(onnx_ops, expr.split("(")[0].split(".")[-1]) + + # ONNX functions expect input args or kwargs first, followed by parameters (called attributes in ONNX) as + # kwargs. Lets construct this. + kwargs_for_onnx = {} + for kw, arg_expr in self.parameter.args.items(): + + # If this arg is a list of args, we are dealing with a variadic argument. Expand these + if type(arg_expr) == str and arg_expr[0] == "[" and arg_expr[-1] == "]": + # Use the Python interpreter to parse this into a List[str] + arg_expr_list = eval(arg_expr) + kwargs_for_onnx.update({a: func_params[a] for a in arg_expr_list}) + else: + kwargs_for_onnx[kw] = func_params[kw] + + # Now add anything in parameters that isn't already specified as an input argument + for kw, arg in parameters.items(): + if kw not in self.parameter.args.values(): + kwargs_for_onnx[kw] = arg + + self.curr_value = onnx_function(**kwargs_for_onnx) + elif "actr_functions." in expr: + actr_function = getattr(actr_funcs, expr.split("(")[0].split(".")[-1]) + self.curr_value = actr_function(*[func_params[arg] for arg in self.parameter.args]) + else: + self.curr_value = evaluate_expr( + expr, func_params, verbose=self.verbose, array_format=array_format + ) else: if time_increment == None: diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 3ddeec89..aa080e66 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -440,6 +440,20 @@ def __init__(self, **kwargs): str, ), ), + ( + "function", + ( + "Which of the in-build MDF functions (linear etc.) this uses", + str, + ), + ), + ( + "args", + ( + 'Dictionary of values for each of the arguments for the Function, e.g. if the in-build function is linear(slope), the args here could be {"slope":3} or {"slope":"input_port_0 + 2"}', + dict, + ), + ), ] ) From 2bab983d5e33d33a2f62d79aff40101f1e4148ca Mon Sep 17 00:00:00 2001 From: mraunak Date: Mon, 9 Aug 2021 11:50:21 -0400 Subject: [PATCH 13/81] Sphinx Documentation of modeci_mdf_all files --- test.json | 39 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 test.json diff --git a/test.json b/test.json new file mode 100644 index 00000000..55185304 --- /dev/null +++ b/test.json @@ -0,0 +1,39 @@ +{ + "function": { + "format": "ModECI MDF v0.1", + "generating_application": "Python modeci-mdf v0.1.3", + "graphs": { + "functionGraph": { + "nodes": { + "Add_2": { + "parameters": {}, + "input_ports": { + "input1": { + "shape": "(?)", + "type": "Tensor" + }, + "input2": { + "shape": "(?)", + "type": "Tensor" + } + }, + "functions": { + "onnx::Add_1": { + "function": "onnx::Add", + "args": { + "A": "input1", + "B": "input2" + } + } + }, + "output_ports": { + "_2": { + "value": "onnx::Add_1" + } + } + } + } + } + } + } +} From e3413a27ed833ac093ddadaad5b4d03949412ddc Mon Sep 17 00:00:00 2001 From: mraunak Date: Mon, 9 Aug 2021 17:45:09 -0400 Subject: [PATCH 14/81] Metadata Included and Tested --- examples/MDF/ABCD.json | 25 +++++++-- examples/MDF/abc_conditions.json | 4 +- src/modeci_mdf/abcd_example.gv.png | Bin 0 -> 10850 bytes src/modeci_mdf/load_error.py | 0 src/modeci_mdf/mdf.py | 80 ++++++++++++++--------------- tests/test_model.py | 65 +++++++++++++++++++++-- 6 files changed, 122 insertions(+), 52 deletions(-) create mode 100644 src/modeci_mdf/abcd_example.gv.png create mode 100644 src/modeci_mdf/load_error.py diff --git a/examples/MDF/ABCD.json b/examples/MDF/ABCD.json index 43c6a276..bc7759fd 100644 --- a/examples/MDF/ABCD.json +++ b/examples/MDF/ABCD.json @@ -28,7 +28,8 @@ }, "input_ports": { "input_port1": { - "shape": "(1,)" + "shape": "(1,)", + "type":"info" } }, "functions": { @@ -59,7 +60,9 @@ "input_ports": { "input_port1": { "shape": "(1,)" + } + }, "functions": { "logistic_func": { @@ -70,12 +73,16 @@ "bias": "bias", "offset": "offset" } + } }, "output_ports": { "output_1": { "value": "logistic_func" + + } + } }, "C": { @@ -92,6 +99,7 @@ "input_port1": { "shape": "(1,)" } + }, "functions": { "exponential_func": { @@ -107,7 +115,8 @@ }, "output_ports": { "output_1": { - "value": "exponential_func" + "value": "exponential_func", + "metadata": {"info": "Value at OuputPort"} } } }, @@ -131,6 +140,7 @@ "scale": "scale" } } + }, "output_ports": { "output_1": { @@ -144,26 +154,33 @@ "sender": "input0", "receiver": "A", "sender_port": "out_port", - "receiver_port": "input_port1" + "receiver_port": "input_port1", + "metadata": {"info": "Value at Edge"} }, + "edge_A_B": { "sender": "A", "receiver": "B", "sender_port": "output_1", "receiver_port": "input_port1" }, + "edge_B_C": { "sender": "B", "receiver": "C", "sender_port": "output_1", - "receiver_port": "input_port1" + "receiver_port": "input_port1", + "metadata": {"info": "edge_data"} + }, + "edge_C_D": { "sender": "C", "receiver": "D", "sender_port": "output_1", "receiver_port": "input_port1" } + } } } diff --git a/examples/MDF/abc_conditions.json b/examples/MDF/abc_conditions.json index 973fef3e..ba79dd25 100644 --- a/examples/MDF/abc_conditions.json +++ b/examples/MDF/abc_conditions.json @@ -11,7 +11,9 @@ "args": { "dependency": "input0", "n": 1 - } + }, + "metadata": {"env_name": "description"} + }, "A": { "type": "Always", diff --git a/src/modeci_mdf/abcd_example.gv.png b/src/modeci_mdf/abcd_example.gv.png new file mode 100644 index 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zVzMI2&c1hyo__+Q^uj3Ezvz9ocyz;*v#e_@___uE@7Q^WW!p8B8%`!14z^ZRJd4S( z+GhlT!rsR82TuY`nxf5fu3Rf7fngU_*v8_O-2Mw=#|daFA9J1bhVf`yX8kyhSrM*# zlG)f_b_zCMEVewU+qjOID8~JNb4rW0^}pey00>fBi0&S`L&q`EX&^j*@(0{B3aBY* KDwfJyh5Zi<$Qs@N literal 0 HcmV?d00001 diff --git a/src/modeci_mdf/load_error.py b/src/modeci_mdf/load_error.py new file mode 100644 index 00000000..e69de29b diff --git a/src/modeci_mdf/mdf.py b/src/modeci_mdf/mdf.py index 7346d48e..d641bf3f 100644 --- a/src/modeci_mdf/mdf.py +++ b/src/modeci_mdf/mdf.py @@ -13,8 +13,18 @@ from neuromllite.BaseTypes import BaseWithId from neuromllite import EvaluableExpression +class MdfBaseWithId(BaseWithId): + def __init__(self, **kwargs): + self.allowed_fields.update({'metadata':("Dict of metadata for the Node", dict)}) + super().__init__(**kwargs) + +class MdfBase(Base): + def __init__(self, **kwargs): + self.allowed_fields.update({'metadata':("Dict of metadata for the Node", dict)}) + super().__init__(**kwargs) -class Model(BaseWithId): + +class Model(MdfBaseWithId): _definition = "The top level Model containing _Graph_s consisting of _Node_s connected via _Edge_s." def __init__( @@ -22,9 +32,9 @@ def __init__( id: Optional[str] = None, format: Optional[str] = None, generating_application: Optional[str] = None, + metadata: Optional[dict] = None ): """The top level construct in MDF is Model which consists of Graph's and model attributed - Args: id: A unique identifier for this Model. format: Information on the version of MDF used in this file @@ -38,6 +48,8 @@ def __init__( kwargs["format"] = format if generating_application is not None: kwargs["generating_application"] = generating_application + if metadata is not None: + kwargs["metadata"] = metadata self.allowed_children = collections.OrderedDict( [("graphs", ("The list of _Graph_s in this Model", Graph))] @@ -67,7 +79,7 @@ def graphs(self) -> List["Graph"]: return self.__getattr__("graphs") def _include_metadata(self): - """ Information on the version of ModECI_MDF """ + """Information on the version of ModECI_MDF""" from modeci_mdf import MODECI_MDF_VERSION from modeci_mdf import __version__ @@ -78,12 +90,10 @@ def _include_metadata(self): # Overrides BaseWithId.to_json_file def to_json_file(self, filename, include_metadata=True) -> str: """Convert MDF object to json file - Args: filename: file in MDF format (.mdf extension) include_metadata: Contains contact information, citations, acknowledgements, pointers to sample data, benchmark results, and environments in which the specified model was originally implemented - Returns: The name of the JSON file generated. """ @@ -98,12 +108,10 @@ def to_json_file(self, filename, include_metadata=True) -> str: # Overrides BaseWithId.to_yaml_file def to_yaml_file(self, filename, include_metadata=True): """Convert MDF object to yaml format - Args: filename: file in MDF format (Filename extension: .mdf ) include_metadata: Contains contact information, citations, acknowledgements, pointers to sample data, benchmark results, and environments in which the specified model was originally implemented - Returns: file in yaml format """ @@ -113,7 +121,6 @@ def to_yaml_file(self, filename, include_metadata=True): new_file = super().to_yaml_file(filename) - def to_graph_image( self, engine="dot", @@ -121,10 +128,9 @@ def to_graph_image( view_on_render=False, level=2, filename_root=None, - only_warn_on_fail=False + only_warn_on_fail=False, ): """Convert MDF graph to an image (png or svg) using the Graphviz export - Args: engine: dot or other Graphviz formats output_format: e.g. png (default) or svg @@ -132,7 +138,6 @@ def to_graph_image( level: 1,2,3, depending on how much detail to include filename_root: will change name of file generated to filename_root.png, etc. only_warn_on_fail: just give a warning if this fails, e.g. no dot executable. Useful for preventing erros in automated tests - """ from modeci_mdf.interfaces.graphviz.importer import mdf_to_graphviz @@ -148,17 +153,19 @@ def to_graph_image( except Exception as e: if only_warn_on_fail: - print("Failure to generate image! Ensure Graphviz executables (dot etc.) are installed on native system. Error: \n%s"%e) + print( + "Failure to generate image! Ensure Graphviz executables (dot etc.) are installed on native system. Error: \n%s" + % e + ) else: - raise(e) + raise (e) -class Graph(BaseWithId): +class Graph(MdfBaseWithId): _definition = "A directed graph consisting of _Node_s connected via _Edge_s." def __init__(self, **kwargs): """A directed graph consisting of _Node_s connected via _Edge_s - Args: nodes: Dictionary of Node objects in the Graph edges: Dictionary of Edge objects in the Graph @@ -187,10 +194,8 @@ def __init__(self, **kwargs): def get_node(self, id): """Retrieve Node object corresponding to the given id - Args: id: Unique identifier of Node object - Returns: Node object if the entered id matches with the id of node present in the graph """ @@ -202,9 +207,7 @@ def get_node(self, id): def dependency_dict(self) -> Dict["Node", Set["Node"]]: """Returns the dependency among nodes as dictionary Key: receiver, Value: set of senders imparting information to the receiver - Returns: - """ # assumes no cycles, need to develop a way to prune if cyclic # graphs are to be supported @@ -221,7 +224,6 @@ def dependency_dict(self) -> Dict["Node", Set["Node"]]: @property def inputs(self: "Graph") -> List[Tuple["Node", "InputPort"]]: """Enumerate all Node, InputPort pairs that specify no incoming edge. These are input ports for the graph itself and must be provided values to evaluate - Returns: A list of Node, InputPort tuples """ @@ -236,7 +238,7 @@ def inputs(self: "Graph") -> List[Tuple["Node", "InputPort"]]: return list(filter(lambda x: x not in all_receiver_ports, all_ips)) -class Node(BaseWithId): +class Node(MdfBaseWithId): _definition = ( "A self contained unit of evaluation receiving input from other Nodes on _InputPort_s. " + "The values from these are processed via a number of _Function_s and one or more final values " @@ -247,7 +249,6 @@ def __init__(self, **kwargs): """A self contained unit of evaluation receiving input from other Nodes on _InputPort_s. The values from these are processed via a number of _Function_s and one or more final values are calculated on the _OutputPort_ - Args: input_ports (obj): Dictionary of the InputPort objects in the Node functions (obj): The _Function_s for computation the Node @@ -272,19 +273,19 @@ def __init__(self, **kwargs): ) self.allowed_fields = collections.OrderedDict( - [("parameters", ("Dict of parameters for the Node", dict)), - ("metadata", ("Dict of metadata for the Node", dict))] + [ + ("parameters", ("Dict of parameters for the Node", dict)) + ] ) super().__init__(**kwargs) -class Function(BaseWithId): +class Function(MdfBaseWithId): _definition = "A single value which is evaluated as a function of values on _InputPort_s and other Functions" def __init__(self, **kwargs): """A single value which is evaluated as a function of values on _InputPort_s and other Functions - Args: function (str): Which of the in-build MDF functions (linear etc.) this uses args : Dictionary of values for each of the arguments for the Function, e.g. if the in-build function @@ -320,10 +321,9 @@ def __init__(self, **kwargs): ) -class InputPort(BaseWithId): +class InputPort(MdfBaseWithId): def __init__(self, **kwargs): """The InputPort is an attribute of a Node which imports information to the Node object - Args: shape (str): The shape of the input or output of a port. This uses the same syntax as numpy ndarray shapes (e.g., numpy.zeros() would produce an array with the correct shape type (str): The data type of the input received at a port or the output sent by a port @@ -343,17 +343,16 @@ def __init__(self, **kwargs): "The type of the variable (note: there is limited support for this so far ", str, ), - ), + ) ] ) super().__init__(**kwargs) -class OutputPort(BaseWithId): +class OutputPort(MdfBaseWithId): def __init__(self, **kwargs): """The OutputPort is an attribute of a Node which exports information to the dependent Node object - Args: value (str): The value of the OutputPort in terms of the _InputPort_ and _Function_ values """ @@ -366,19 +365,19 @@ def __init__(self, **kwargs): "The value of the OutputPort in terms of the _InputPort_ and _Function_ values", str, ), - ) + ), + ] ) super().__init__(**kwargs) -class State(BaseWithId): +class State(MdfBaseWithId): _definition = "A state variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_." def __init__(self, **kwargs): """A state variable of a _Node_, i.e. has a value that persists between evaluations of the _Node_ - Args: default_initial_value (str): The initial value of the state variable value (str): The next value of the state variable, in terms of the inputs, functions and PREVIOUS state values @@ -411,10 +410,9 @@ def __init__(self, **kwargs): super().__init__(**kwargs) -class Edge(BaseWithId): +class Edge(MdfBaseWithId): def __init__(self, **kwargs): """Edge is an attribute of Graph object that transmits computational results from sender_port to receiver port - Args: parameters: Dictionary of parameters for the Edge sender (str): The id of the _Node_ which is the source of the Edge @@ -451,10 +449,9 @@ def __init__(self, **kwargs): super().__init__(**kwargs) -class ConditionSet(Base): +class ConditionSet(MdfBase): def __init__(self, **kwargs): """Specify the non-default pattern of execution - Args: node_specific: A dictionary mapping nodes to any non-default run conditions termination: A dictionary mapping time scales of model execution to conditions indicating when they end @@ -476,10 +473,9 @@ def __init__(self, **kwargs): super().__init__(**kwargs) -class Condition(Base): +class Condition(MdfBase): def __init__(self, type=None, **kwargs): """A set of descriptors which specifies conditional execution of Nodes to meet complex execution requirements - Args: type (str): The type of _Condition_ from the library args: The dictionary of arguments needed to evaluate the _Condition_ @@ -502,7 +498,7 @@ def __init__(self, type=None, **kwargs): if __name__ == "__main__": - model = Model(id='MyModel') + model = Model(id="MyModel") mod_graph0 = Graph(id="Test", parameters={"speed": 4}) model.graphs.append(mod_graph0) @@ -520,5 +516,5 @@ def __init__(self, type=None, **kwargs): view_on_render=False, level=3, filename_root="test", - only_warn_on_fail=True + only_warn_on_fail=True, ) diff --git a/tests/test_model.py b/tests/test_model.py index 23ca3d42..3c51bfaa 100644 --- a/tests/test_model.py +++ b/tests/test_model.py @@ -1,12 +1,14 @@ -from modeci_mdf.mdf import Model, Graph, Node, OutputPort, Function +from modeci_mdf.mdf import Model, Graph, Node, OutputPort, Function, Condition,ConditionSet def test_model_init_kwargs(): m = Model( - id="Test", format="test_format", generating_application="test_application" + id="Test", format="test_format", generating_application="test_application",metadata={"info":'test_metadata'} ) assert m.format == "test_format" assert m.generating_application == "test_application" + assert m.metadata== {"info":'test_metadata'} + assert m.id == 'Test' def test_model_graph_to_json(): @@ -14,11 +16,20 @@ def test_model_graph_to_json(): Check if dumping a model to a simple JSON string works. """ - mod_graph0 = Graph(id="Test", parameters={"speed": 4}) - node = Node(id="N0", parameters={"rate": 5}) + mod_graph0 = Graph(id="Test", parameters={"speed": 4},metadata={'info':"mdf_model"}) + + node = Node(id="N0", parameters={"rate": 5},metadata={'info':"mdf_Node"}) + + node1=Node(id='test_node',parameters={"level":3},metadata={'info':"mdf_Node2"}) + + condition=Condition(type='Always',metadata={'info':"mdf_condition"}) + + mod_graph0.conditions = ConditionSet(node_specific={node1.id: condition}) + mod_graph0.nodes.append(node) + mod_graph0.nodes.append(node1) # Export to JSON and see if we can load back in import json @@ -53,13 +64,55 @@ def test_no_input_ports_to_json(tmpdir): assert data["abcd_example"]["nodes"]["input0"]["parameters"]["input_level"] == 10.0 +def test_include_metadata_to_json(tmpdir): + """ + Test for serialization + """ + + mod = Model(id="ABCD",metadata={"info":"model_test"}) + mod_graph = Graph(id="abcd_example",metadata={"info":{"graph_test":{"environment_x":"xyz"}}}) + mod.graphs.append(mod_graph) + + input_node = Node(id="input0", parameters={"input_level": 10.0},metadata={"color":".8 0 .8"}) + op1 = OutputPort(id="out_port",metadata={"info":"value at OutputPort"}) + op1.value = "input_level" + input_node.output_ports.append(op1) + mod_graph.nodes.append(input_node) + + tmpfile = f"{tmpdir}/test.json" + mod_graph.to_json_file(tmpfile) + + # FIXME: Doesn't seem like we have any methods for deserialization. Just do some quick and dirty checks + # This should really be something like assert mod_graph == deserialized_mod_graph + import json + + with open(tmpfile) as f: + data = json.load(f) + + assert data["abcd_example"]["metadata"] == {"info":{"graph_test":{"environment_x":"xyz"}}} + assert data["abcd_example"]["nodes"]["input0"]["metadata"] == {"color":".8 0 .8"} + assert data["abcd_example"]["nodes"]["input0"]["output_ports"]["out_port"]["metadata"]=={"info":"value at OutputPort"} + + def test_node_params_empty_dict(): """ - Test whether we don't a serialization error when passing empty dicts to Node parameters + Test whether we get a serialization error when passing empty dicts to Node parameters """ Node(parameters={}).to_json() +def test_node_metadata_empty_dict(): + """ + Check for serialization error when passing empty dicts to Node metadata + """ + Node(metadata={}).to_json() + +def test_metadata_dict(): + """ + Test whether we get a serialization error when passing anything else from a dictionary + """ + Graph(metadata='info').to_json() + def test_func_args_empty_dict(): """ @@ -83,6 +136,8 @@ def test_graph_inputs(): mod_graph.nodes.append(input_node) + + def test_graph_inputs_none(simple_model_mdf): """Test that the simple model with no input ports used has no graph inputs""" assert len(simple_model_mdf.graphs[0].inputs) == 0 From b66890b24d3bbbeebf9612e12fe4dcea4a603af7 Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Tue, 10 Aug 2021 11:50:38 +0100 Subject: [PATCH 15/81] ABCD example running & graph updated Update to v0.2.1 --- examples/MDF/ABCD.json | 80 ++++++++----------- examples/MDF/ABCD.yaml | 60 +++++++------- examples/MDF/Simple.json | 4 +- examples/MDF/Simple.yaml | 4 +- examples/MDF/States.json | 4 +- examples/MDF/States.yaml | 4 +- examples/MDF/abcd.py | 31 +++---- src/modeci_mdf/__init__.py | 4 +- .../interfaces/graphviz/importer.py | 73 +++++++++++------ 9 files changed, 136 insertions(+), 128 deletions(-) diff --git a/examples/MDF/ABCD.json b/examples/MDF/ABCD.json index ebd90783..b1d95920 100644 --- a/examples/MDF/ABCD.json +++ b/examples/MDF/ABCD.json @@ -1,7 +1,7 @@ { "ABCD": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "abcd_example": { "nodes": { @@ -19,11 +19,15 @@ }, "A": { "input_ports": { - "input_port1": { - "shape": "(1,)" - } + "input_port1": {} }, - "functions": { + "parameters": { + "slope": { + "value": "1.1" + }, + "intercept": { + "value": "1.2" + }, "linear_func": { "function": "linear", "args": { @@ -33,14 +37,6 @@ } } }, - "parameters": { - "slope": { - "value": "1.1" - }, - "intercept": { - "value": "1.2" - } - }, "output_ports": { "output_1": { "value": "linear_func" @@ -49,20 +45,7 @@ }, "B": { "input_ports": { - "input_port1": { - "shape": "(1,)" - } - }, - "functions": { - "logistic_func": { - "function": "logistic", - "args": { - "variable0": "input_port1", - "gain": "gain", - "bias": "bias", - "offset": "offset" - } - } + "input_port1": {} }, "parameters": { "gain": { @@ -73,6 +56,15 @@ }, "offset": { "value": "2.3" + }, + "logistic_func": { + "function": "logistic", + "args": { + "variable0": "input_port1", + "gain": "gain", + "bias": "bias", + "offset": "offset" + } } }, "output_ports": { @@ -87,18 +79,6 @@ "shape": "(1,)" } }, - "functions": { - "exponential_func": { - "function": "exponential", - "args": { - "variable0": "input_port1", - "scale": "scale", - "rate": "rate", - "bias": "bias", - "offset": "offset" - } - } - }, "parameters": { "scale": { "value": "3.1" @@ -111,6 +91,16 @@ }, "offset": { "value": "3.4" + }, + "exponential_func": { + "function": "exponential", + "args": { + "variable0": "input_port1", + "scale": "scale", + "rate": "rate", + "bias": "bias", + "offset": "offset" + } } }, "output_ports": { @@ -125,7 +115,10 @@ "shape": "(1,)" } }, - "functions": { + "parameters": { + "scale": { + "value": "4.0" + }, "sin_func": { "function": "sin", "args": { @@ -134,11 +127,6 @@ } } }, - "parameters": { - "scale": { - "value": "4.0" - } - }, "output_ports": { "output_1": { "value": "sin_func" diff --git a/examples/MDF/ABCD.yaml b/examples/MDF/ABCD.yaml index fff8078b..7e39d0ad 100644 --- a/examples/MDF/ABCD.yaml +++ b/examples/MDF/ABCD.yaml @@ -1,6 +1,6 @@ ABCD: - format: ModECI MDF v0.1 - generating_application: Python modeci-mdf v0.1.3 + format: ModECI MDF v0.2 + generating_application: Python modeci-mdf v0.2.1 graphs: abcd_example: nodes: @@ -13,35 +13,24 @@ ABCD: value: input_level A: input_ports: - input_port1: - shape: (1,) - functions: + input_port1: {} + parameters: + slope: + value: '1.1' + intercept: + value: '1.2' linear_func: function: linear args: variable0: input_port1 slope: slope intercept: intercept - parameters: - slope: - value: '1.1' - intercept: - value: '1.2' output_ports: output_1: value: linear_func B: input_ports: - input_port1: - shape: (1,) - functions: - logistic_func: - function: logistic - args: - variable0: input_port1 - gain: gain - bias: bias - offset: offset + input_port1: {} parameters: gain: value: '2.1' @@ -49,6 +38,13 @@ ABCD: value: '2.2' offset: value: '2.3' + logistic_func: + function: logistic + args: + variable0: input_port1 + gain: gain + bias: bias + offset: offset output_ports: output_1: value: logistic_func @@ -56,15 +52,6 @@ ABCD: input_ports: input_port1: shape: (1,) - functions: - exponential_func: - function: exponential - args: - variable0: input_port1 - scale: scale - rate: rate - bias: bias - offset: offset parameters: scale: value: '3.1' @@ -74,6 +61,14 @@ ABCD: value: '3.3' offset: value: '3.4' + exponential_func: + function: exponential + args: + variable0: input_port1 + scale: scale + rate: rate + bias: bias + offset: offset output_ports: output_1: value: exponential_func @@ -81,15 +76,14 @@ ABCD: input_ports: input_port1: shape: (1,) - functions: + parameters: + scale: + value: '4.0' sin_func: function: sin args: variable0: input_port1 scale: scale - parameters: - scale: - value: '4.0' output_ports: output_1: value: sin_func diff --git a/examples/MDF/Simple.json b/examples/MDF/Simple.json index fab68572..78b114f9 100644 --- a/examples/MDF/Simple.json +++ b/examples/MDF/Simple.json @@ -1,7 +1,7 @@ { "Simple": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "simple_example": { "nodes": { diff --git a/examples/MDF/Simple.yaml b/examples/MDF/Simple.yaml index 47f8b326..9016f409 100644 --- a/examples/MDF/Simple.yaml +++ b/examples/MDF/Simple.yaml @@ -1,6 +1,6 @@ Simple: - format: ModECI MDF v0.1 - generating_application: Python modeci-mdf v0.1.3 + format: ModECI MDF v0.2 + generating_application: Python modeci-mdf v0.2.1 graphs: simple_example: nodes: diff --git a/examples/MDF/States.json b/examples/MDF/States.json index c4076719..3e8024bc 100644 --- a/examples/MDF/States.json +++ b/examples/MDF/States.json @@ -1,7 +1,7 @@ { "States": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "state_example": { "nodes": { diff --git a/examples/MDF/States.yaml b/examples/MDF/States.yaml index def1da6f..4a6a82c2 100644 --- a/examples/MDF/States.yaml +++ b/examples/MDF/States.yaml @@ -1,6 +1,6 @@ States: - format: ModECI MDF v0.1 - generating_application: Python modeci-mdf v0.1.3 + format: ModECI MDF v0.2 + generating_application: Python modeci-mdf v0.2.1 graphs: state_example: nodes: diff --git a/examples/MDF/abcd.py b/examples/MDF/abcd.py index d01a8c57..13b0f909 100644 --- a/examples/MDF/abcd.py +++ b/examples/MDF/abcd.py @@ -27,51 +27,52 @@ def main(): # a = create_example_node('A', mod_graph) a = Node(id="A") mod_graph.nodes.append(a) + ip1 = InputPort(id="input_port1") + a.input_ports.append(ip1) + a.parameters.append(Parameter(id="slope", value=abcd.A_slope)) a.parameters.append(Parameter(id="intercept", value=abcd.A_intercept)) - ip1 = InputPort(id="input_port1", shape="(1,)") - a.input_ports.append(ip1) - f1 = Function( + f1 = Parameter( id="linear_func", function="linear", args={"variable0": ip1.id, "slope": "slope", "intercept": "intercept"}, ) - a.functions.append(f1) + a.parameters.append(f1) a.output_ports.append(OutputPort(id="output_1", value="linear_func")) e1 = simple_connect(input_node, a, mod_graph) b = Node(id="B") mod_graph.nodes.append(b) + ip1 = InputPort(id="input_port1") + b.input_ports.append(ip1) b.parameters.append(Parameter(id="gain", value=abcd.B_gain)) b.parameters.append(Parameter(id="bias", value=abcd.B_bias)) b.parameters.append(Parameter(id="offset", value=abcd.B_offset)) - ip1 = InputPort(id="input_port1", shape="(1,)") - b.input_ports.append(ip1) - f1 = Function( + f1 = Parameter( id="logistic_func", function="logistic", args={"variable0": ip1.id, "gain": "gain", "bias": "bias", "offset": "offset"}, ) - b.functions.append(f1) + b.parameters.append(f1) b.output_ports.append(OutputPort(id="output_1", value="logistic_func")) simple_connect(a, b, mod_graph) c = Node(id="C") mod_graph.nodes.append(c) + ip1 = InputPort(id="input_port1", shape="(1,)") + c.input_ports.append(ip1) c.parameters.append(Parameter(id="scale", value=abcd.C_scale)) c.parameters.append(Parameter(id="rate", value=abcd.C_rate)) c.parameters.append(Parameter(id="bias", value=abcd.C_bias)) c.parameters.append(Parameter(id="offset", value=abcd.C_offset)) - ip1 = InputPort(id="input_port1", shape="(1,)") - c.input_ports.append(ip1) - f1 = Function( + f1 = Parameter( id="exponential_func", function="exponential", args={ @@ -82,7 +83,7 @@ def main(): "offset": "offset", }, ) - c.functions.append(f1) + c.parameters.append(f1) c.output_ports.append(OutputPort(id="output_1", value="exponential_func")) simple_connect(b, c, mod_graph) @@ -90,14 +91,14 @@ def main(): d = Node(id="D") mod_graph.nodes.append(d) - d.parameters.append(Parameter(id="scale", value=abcd.D_scale)) ip1 = InputPort(id="input_port1", shape="(1,)") d.input_ports.append(ip1) + d.parameters.append(Parameter(id="scale", value=abcd.D_scale)) - f1 = Function( + f1 = Parameter( id="sin_func", function="sin", args={"variable0": ip1.id, "scale": "scale"} ) - d.functions.append(f1) + d.parameters.append(f1) d.output_ports.append(OutputPort(id="output_1", value="sin_func")) simple_connect(c, d, mod_graph) diff --git a/src/modeci_mdf/__init__.py b/src/modeci_mdf/__init__.py index 9bac9484..1c3d8736 100644 --- a/src/modeci_mdf/__init__.py +++ b/src/modeci_mdf/__init__.py @@ -1,5 +1,5 @@ # Version of the specification for MDF -MODECI_MDF_VERSION = "0.1" +MODECI_MDF_VERSION = "0.2" # Version of the python module. Use MDF version here and just change minor version -__version__ = "%s.3" % MODECI_MDF_VERSION +__version__ = "%s.1" % MODECI_MDF_VERSION diff --git a/src/modeci_mdf/interfaces/graphviz/importer.py b/src/modeci_mdf/interfaces/graphviz/importer.py index 5a1567c1..5c7d3455 100644 --- a/src/modeci_mdf/interfaces/graphviz/importer.py +++ b/src/modeci_mdf/interfaces/graphviz/importer.py @@ -31,10 +31,10 @@ COLOR_MAIN = "#444444" COLOR_LABEL = "#666666" COLOR_NUM = "#444444" -COLOR_PARAM = "#999944" +COLOR_PARAM = "#1666ff" COLOR_INPUT = "#188855" COLOR_FUNC = "#111199" -COLOR_STATE = "#1666ff" +COLOR_STATE = "#999944" COLOR_OUTPUT = "#cc3355" @@ -131,31 +131,57 @@ def mdf_to_graphviz( if level >= LEVEL_2: if node.parameters and len(node.parameters) > 0: + if node.input_ports and len(node.input_ports) > 0: + for ip in node.input_ports: + info += "{}{} {}".format( + format_label("IN"), + format_input(ip.id), + "(shape: %s)" % ip.shape + if level >= LEVEL_2 and ip.shape is not None + else "", + ) + for p in node.parameters: - v = "" - if p.value: - v += "value: %s" % match_in_expr(p.value, node) - if p.default_initial_value: - v += "def init value: %s" % match_in_expr( - p.default_initial_value, node + if p.function is not None: + argstr = ( + ", ".join([match_in_expr(str(p.args[a]), node) for a in p.args]) + if p.args + else "???" ) - if p.time_derivative: - v += ", d/dt: %s" % match_in_expr( - p.time_derivative, node + info += "{}{} = {}({})".format( + format_label("PARAMETER"), + format_param(p.id), + format_standard_func(p.function), + argstr, + ) + if level >= LEVEL_3: + func_info = mdf_functions[p.function] + info += '%s' % ( + format_standard_func_long( + "%s(%s) = %s" + % ( + p.function, + ", ".join([a for a in p.args]), + func_info["expression_string"], + ) + ) + ) + else: + v = "" + if p.value: + v += "value: %s" % match_in_expr(p.value, node) + if p.default_initial_value: + v += "def init value: %s" % match_in_expr( + p.default_initial_value, node + ) + if p.time_derivative: + v += ", d/dt: %s" % match_in_expr( + p.time_derivative, node + ) + info += "{}{}: {}".format( + format_label("PARAMETER"), format_param(p.id), v ) - info += "{}{}: {}".format( - format_label("PARAMETER"), format_state(p.id), v - ) - if node.input_ports and len(node.input_ports) > 0: - for ip in node.input_ports: - info += "{}{} {}".format( - format_label("IN"), - format_input(ip.id), - "(shape: %s)" % ip.shape - if level >= LEVEL_2 and ip.shape is not None - else "", - ) if node.functions and len(node.functions) > 0: for f in node.functions: @@ -182,7 +208,6 @@ def mdf_to_graphviz( ) ) ) - # info += '%s'%(format_standard_func(func_info['description'])) if node.states and len(node.states) > 0: for st in node.states: From e2ef9fa6198e3165481317b23c8f71e6321466fe Mon Sep 17 00:00:00 2001 From: Padraig Gleeson Date: Tue, 10 Aug 2021 12:58:19 +0100 Subject: [PATCH 16/81] All standard examples working --- .gitignore | 1 + examples/MDF/ABCD.json | 22 +++---- examples/MDF/ABCD.yaml | 22 +++---- examples/MDF/Arrays.json | 54 +++++++++-------- examples/MDF/Arrays.yaml | 30 +++++----- examples/MDF/Simple.json | 8 +-- examples/MDF/Simple.yaml | 8 +-- examples/MDF/States.json | 6 +- examples/MDF/States.yaml | 6 +- examples/MDF/abc_conditions.json | 56 +++++++++++------- examples/MDF/abc_conditions.py | 17 +++--- examples/MDF/abc_conditions.yaml | 43 ++++++++------ examples/MDF/arrays.py | 14 +++-- examples/MDF/images/abc_conditions.png | Bin 100412 -> 135156 bytes examples/MDF/images/abcd_3.png | Bin 177631 -> 167720 bytes examples/MDF/images/arrays.png | Bin 48226 -> 51971 bytes examples/MDF/images/simple_3.png | Bin 63149 -> 68750 bytes examples/MDF/images/states.png | Bin 39705 -> 38014 bytes examples/MDF/scaling.py | 20 +++---- src/modeci_mdf/execution_engine.py | 9 +-- .../interfaces/graphviz/importer.py | 8 +-- src/modeci_mdf/mdf.py | 18 +++--- 22 files changed, 187 insertions(+), 155 deletions(-) diff --git a/.gitignore b/.gitignore index 67857b2c..e6c0e1ff 100644 --- a/.gitignore +++ b/.gitignore @@ -220,3 +220,4 @@ Thumbs.db #thumbnail cache on Windows /examples/MDF/ABCD.nmllite.json /examples/MDF/Simple.nmllite.json /examples/MDF/abcd_3 +/src/modeci_mdf/interfaces/graphviz/*gv.png diff --git a/examples/MDF/ABCD.json b/examples/MDF/ABCD.json index b1d95920..b1d72490 100644 --- a/examples/MDF/ABCD.json +++ b/examples/MDF/ABCD.json @@ -8,7 +8,7 @@ "input0": { "parameters": { "input_level": { - "value": "0.0" + "value": 0.0 } }, "output_ports": { @@ -23,10 +23,10 @@ }, "parameters": { "slope": { - "value": "1.1" + "value": 1.1 }, "intercept": { - "value": "1.2" + "value": 1.2 }, "linear_func": { "function": "linear", @@ -49,13 +49,13 @@ }, "parameters": { "gain": { - "value": "2.1" + "value": 2.1 }, "bias": { - "value": "2.2" + "value": 2.2 }, "offset": { - "value": "2.3" + "value": 2.3 }, "logistic_func": { "function": "logistic", @@ -81,16 +81,16 @@ }, "parameters": { "scale": { - "value": "3.1" + "value": 3.1 }, "rate": { - "value": "3.2" + "value": 3.2 }, "bias": { - "value": "3.3" + "value": 3.3 }, "offset": { - "value": "3.4" + "value": 3.4 }, "exponential_func": { "function": "exponential", @@ -117,7 +117,7 @@ }, "parameters": { "scale": { - "value": "4.0" + "value": 4.0 }, "sin_func": { "function": "sin", diff --git a/examples/MDF/ABCD.yaml b/examples/MDF/ABCD.yaml index 7e39d0ad..34a16765 100644 --- a/examples/MDF/ABCD.yaml +++ b/examples/MDF/ABCD.yaml @@ -7,7 +7,7 @@ ABCD: input0: parameters: input_level: - value: '0.0' + value: 0.0 output_ports: out_port: value: input_level @@ -16,9 +16,9 @@ ABCD: input_port1: {} parameters: slope: - value: '1.1' + value: 1.1 intercept: - value: '1.2' + value: 1.2 linear_func: function: linear args: @@ -33,11 +33,11 @@ ABCD: input_port1: {} parameters: gain: - value: '2.1' + value: 2.1 bias: - value: '2.2' + value: 2.2 offset: - value: '2.3' + value: 2.3 logistic_func: function: logistic args: @@ -54,13 +54,13 @@ ABCD: shape: (1,) parameters: scale: - value: '3.1' + value: 3.1 rate: - value: '3.2' + value: 3.2 bias: - value: '3.3' + value: 3.3 offset: - value: '3.4' + value: 3.4 exponential_func: function: exponential args: @@ -78,7 +78,7 @@ ABCD: shape: (1,) parameters: scale: - value: '4.0' + value: 4.0 sin_func: function: sin args: diff --git a/examples/MDF/Arrays.json b/examples/MDF/Arrays.json index fb561a90..41e4953e 100644 --- a/examples/MDF/Arrays.json +++ b/examples/MDF/Arrays.json @@ -1,22 +1,24 @@ { "Arrays": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "array_example": { "nodes": { "input_node": { "parameters": { - "input_level": [ - [ - 1, - 2.0 - ], - [ - 3, - 4 + "input_level": { + "value": [ + [ + 1, + 2.0 + ], + [ + 3, + 4 + ] ] - ] + } }, "output_ports": { "out_port": { @@ -25,23 +27,25 @@ } }, "middle_node": { - "parameters": { - "slope": 0.5, - "intercept": [ - [ - 0.0, - 1.0 - ], - [ - 2.0, - 2.0 - ] - ] - }, "input_ports": { "input_port1": {} }, - "functions": { + "parameters": { + "slope": { + "value": 0.5 + }, + "intercept": { + "value": [ + [ + 0.0, + 1.0 + ], + [ + 2.0, + 2.0 + ] + ] + }, "linear_1": { "function": "linear", "args": { diff --git a/examples/MDF/Arrays.yaml b/examples/MDF/Arrays.yaml index cc1fce65..c15875af 100644 --- a/examples/MDF/Arrays.yaml +++ b/examples/MDF/Arrays.yaml @@ -1,30 +1,32 @@ Arrays: - format: ModECI MDF v0.1 - generating_application: Python modeci-mdf v0.1.3 + format: ModECI MDF v0.2 + generating_application: Python modeci-mdf v0.2.1 graphs: array_example: nodes: input_node: parameters: input_level: - - - 1 - - 2.0 - - - 3 - - 4 + value: + - - 1 + - 2.0 + - - 3 + - 4 output_ports: out_port: value: input_level middle_node: - parameters: - slope: 0.5 - intercept: - - - 0.0 - - 1.0 - - - 2.0 - - 2.0 input_ports: input_port1: {} - functions: + parameters: + slope: + value: 0.5 + intercept: + value: + - - 0.0 + - 1.0 + - - 2.0 + - 2.0 linear_1: function: linear args: diff --git a/examples/MDF/Simple.json b/examples/MDF/Simple.json index 78b114f9..cc5deca7 100644 --- a/examples/MDF/Simple.json +++ b/examples/MDF/Simple.json @@ -8,7 +8,7 @@ "input_node": { "parameters": { "input_level": { - "value": "0.5" + "value": 0.5 } }, "output_ports": { @@ -23,13 +23,13 @@ }, "parameters": { "lin_slope": { - "value": "0.5" + "value": 0.5 }, "lin_intercept": { - "value": "0" + "value": 0 }, "log_gain": { - "value": "3" + "value": 3 }, "linear_1": { "function": "linear", diff --git a/examples/MDF/Simple.yaml b/examples/MDF/Simple.yaml index 9016f409..e664fd97 100644 --- a/examples/MDF/Simple.yaml +++ b/examples/MDF/Simple.yaml @@ -7,7 +7,7 @@ Simple: input_node: parameters: input_level: - value: '0.5' + value: 0.5 output_ports: out_port: value: input_level @@ -16,11 +16,11 @@ Simple: input_port1: {} parameters: lin_slope: - value: '0.5' + value: 0.5 lin_intercept: - value: '0' + value: 0 log_gain: - value: '3' + value: 3 linear_1: function: linear args: diff --git a/examples/MDF/States.json b/examples/MDF/States.json index 3e8024bc..f6b15cb6 100644 --- a/examples/MDF/States.json +++ b/examples/MDF/States.json @@ -8,7 +8,7 @@ "counter_node": { "parameters": { "increment": { - "value": "1" + "value": 1 }, "count": { "value": "count + increment" @@ -23,10 +23,10 @@ "sine_node": { "parameters": { "amp": { - "value": "3" + "value": 3 }, "period": { - "value": "0.4" + "value": 0.4 }, "level": { "default_initial_value": "0", diff --git a/examples/MDF/States.yaml b/examples/MDF/States.yaml index 4a6a82c2..8f72c154 100644 --- a/examples/MDF/States.yaml +++ b/examples/MDF/States.yaml @@ -7,7 +7,7 @@ States: counter_node: parameters: increment: - value: '1' + value: 1 count: value: count + increment output_ports: @@ -16,9 +16,9 @@ States: sine_node: parameters: amp: - value: '3' + value: 3 period: - value: '0.4' + value: 0.4 level: default_initial_value: '0' time_derivative: 6.283185 * rate / period diff --git a/examples/MDF/abc_conditions.json b/examples/MDF/abc_conditions.json index 08037ee8..835371ad 100644 --- a/examples/MDF/abc_conditions.json +++ b/examples/MDF/abc_conditions.json @@ -1,7 +1,7 @@ { "abc_conditions": { - "format": "ModECI MDF v0.1", - "generating_application": "Python modeci-mdf v0.1.3", + "format": "ModECI MDF v0.2", + "generating_application": "Python modeci-mdf v0.2.1", "graphs": { "abc_conditions_example": { "conditions": { @@ -58,7 +58,9 @@ "nodes": { "input0": { "parameters": { - "input_level": 0.0 + "input_level": { + "value": 0.0 + } }, "output_ports": { "out_port": { @@ -67,16 +69,18 @@ } }, "A": { - "parameters": { - "slope": 1.1, - "intercept": 1.2 - }, "input_ports": { "input_port1": { "shape": "(1,)" } }, - "functions": { + "parameters": { + "slope": { + "value": 1.1 + }, + "intercept": { + "value": 1.2 + }, "linear_func": { "function": "linear", "args": { @@ -93,17 +97,21 @@ } }, "B": { - "parameters": { - "gain": 2.1, - "bias": 2.2, - "offset": 2.3 - }, "input_ports": { "input_port1": { "shape": "(1,)" } }, - "functions": { + "parameters": { + "gain": { + "value": 2.1 + }, + "bias": { + "value": 2.2 + }, + "offset": { + "value": 2.3 + }, "logistic_func": { "function": "logistic", "args": { @@ -121,18 +129,24 @@ } }, "C": { - "parameters": { - "scale": 3.1, - "rate": 3.2, - "bias": 3.3, - "offset": 3.4 - }, "input_ports": { "input_port1": { "shape": "(1,)" } }, - "functions": { + "parameters": { + "scale": { + "value": 3.1 + }, + "rate": { + "value": 3.2 + }, + "bias": { + "value": 3.3 + }, + "offset": { + "value": 3.4 + }, "exponential_func": { "function": "exponential", "args": { diff --git a/examples/MDF/abc_conditions.py b/examples/MDF/abc_conditions.py index 31d4e405..d8d9b413 100644 --- a/examples/MDF/abc_conditions.py +++ b/examples/MDF/abc_conditions.py @@ -9,7 +9,7 @@ from modeci_mdf.mdf import ( Condition, ConditionSet, - Function, + Parameter, Graph, InputPort, Model, @@ -24,7 +24,8 @@ def main(): mod_graph = Graph(id="abc_conditions_example") mod.graphs.append(mod_graph) - input_node = Node(id="input0", parameters={"input_level": 0.0}) + input_node = Node(id="input0") + input_node.parameters.append(Parameter(id="input_level", value=0.0)) op1 = OutputPort(id="out_port") op1.value = "input_level" input_node.output_ports.append(op1) @@ -34,12 +35,14 @@ def create_simple_node(graph, id_, function, parameters, sender=None): n = Node(id=id_) graph.nodes.append(n) - n.parameters = parameters + for p in parameters: + n.parameters.append(Parameter(id=p, value=parameters[p])) + ip1 = InputPort(id="input_port1", shape="(1,)") n.input_ports.append(ip1) function.args["variable0"] = ip1.id - n.functions.append(function) + n.parameters.append(function) n.output_ports.append(OutputPort(id="output_1", value=function.id)) @@ -49,11 +52,11 @@ def create_simple_node(graph, id_, function, parameters, sender=None): return n p_a = {"slope": abcd.A_slope, "intercept": abcd.A_intercept} - f_a = Function(id="linear_func", function="linear", args={k: k for k in p_a.keys()}) + f_a = Parameter(id="linear_func", function="linear", args={k: k for k in p_a.keys()}) a = create_simple_node(mod_graph, "A", f_a, p_a, input_node) p_b = {"gain": abcd.B_gain, "bias": abcd.B_bias, "offset": abcd.B_offset} - f_b = Function( + f_b = Parameter( id="logistic_func", function="logistic", args={k: k for k in p_b.keys()} ) b = create_simple_node(mod_graph, "B", f_b, p_b, a) @@ -64,7 +67,7 @@ def create_simple_node(graph, id_, function, parameters, sender=None): "bias": abcd.C_bias, "offset": abcd.C_offset, } - f_c = Function( + f_c = Parameter( id="exponential_func", function="exponential", args={k: k for k in p_c.keys()} ) c = create_simple_node(mod_graph, "C", f_c, p_c, a) diff --git a/examples/MDF/abc_conditions.yaml b/examples/MDF/abc_conditions.yaml index db8a3d28..98f7b51d 100644 --- a/examples/MDF/abc_conditions.yaml +++ b/examples/MDF/abc_conditions.yaml @@ -1,6 +1,6 @@ abc_conditions: - format: ModECI MDF v0.1 - generating_application: Python modeci-mdf v0.1.3 + format: ModECI MDF v0.2 + generating_application: Python modeci-mdf v0.2.1 graphs: abc_conditions_example: conditions: @@ -38,18 +38,20 @@ abc_conditions: nodes: input0: parameters: - input_level: 0.0 + input_level: + value: 0.0 output_ports: out_port: value: input_level A: - parameters: - slope: 1.1 - intercept: 1.2 input_ports: input_port1: shape: (1,) - functions: + parameters: + slope: + value: 1.1 + intercept: + value: 1.2 linear_func: function: linear args: @@ -60,14 +62,16 @@ abc_conditions: output_1: value: linear_func B: - parameters: - gain: 2.1 - bias: 2.2 - offset: 2.3 input_ports: input_port1: shape: (1,) - functions: + parameters: + gain: + value: 2.1 + bias: + value: 2.2 + offset: + value: 2.3 logistic_func: function: logistic args: @@ -79,15 +83,18 @@ abc_conditions: output_1: value: logistic_func C: - parameters: - scale: 3.1 - rate: 3.2 - bias: 3.3 - offset: 3.4 input_ports: input_port1: shape: (1,) - functions: + parameters: + scale: + value: 3.1 + rate: + value: 3.2 + bias: + value: 3.3 + offset: + value: 3.4 exponential_func: function: exponential args: diff --git a/examples/MDF/arrays.py b/examples/MDF/arrays.py index 9841b520..e1659d12 100644 --- a/examples/MDF/arrays.py +++ b/examples/MDF/arrays.py @@ -12,26 +12,28 @@ def main(): mod_graph = Graph(id="array_example") mod.graphs.append(mod_graph) - input_node = Node(id="input_node", parameters={"input_level": [[1, 2.], [3, 4]]}) + input_node = Node(id="input_node") + + input_node.parameters.append(Parameter(id="input_level", value=[[1, 2.], [3, 4]])) op1 = OutputPort(id="out_port", value="input_level") input_node.output_ports.append(op1) mod_graph.nodes.append(input_node) - middle_node = Node( - id="middle_node", parameters={"slope": 0.5, "intercept": np.array([[0, 1.], [2, 2]])} - ) + middle_node = Node(id="middle_node") + middle_node.parameters.append(Parameter(id="slope", value=0.5)) + 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