From eaebf8ef542dd01ab014d01e91f783404b801670 Mon Sep 17 00:00:00 2001 From: Trevor Bekolay Date: Thu, 26 Jul 2018 16:55:32 -0400 Subject: [PATCH 01/19] First draft of documentation. The overall structure of the documentation is copied from other Nengo projects. Much of the content is adapted from the docs currently in the wiki, with slight changes to make it more generic to any Loihi setup and not necessarily ours. The overview and API docs are new. Some classes that made sense to include in the API docs had sparse docstrings, so those were added where appropriate. Examples were moved to the docs folder for easier inclusion and fewer folders in the root directory. --- .gitignore | 16 +- docs/_static/custom.css | 20 + docs/_templates/globaltoc.html | 13 + docs/_templates/layout.html | 8 + docs/api.rst | 29 ++ docs/conf.py | 117 +++++ docs/examples.rst | 19 + .../examples}/communication_channel.ipynb | 0 {examples => docs/examples}/ens_ens.py | 0 {examples => docs/examples}/ens_ens_slice.py | 0 {examples => docs/examples}/integrator.ipynb | 0 .../examples}/integrator_multi_d.ipynb | 2 +- .../examples}/keyword_spotting.ipynb | 4 +- .../learn_communication_channel.ipynb | 0 {examples => docs/examples}/node_ens_ens.py | 0 {examples => docs/examples}/oscillator.ipynb | 0 .../examples}/oscillator_nonlinear.ipynb | 0 docs/index.rst | 23 + docs/installation.rst | 181 +++++++ docs/overview.rst | 116 +++++ docs/setup/host-board.rst | 479 ++++++++++++++++++ docs/setup/index.rst | 26 + docs/setup/nahuku-connections.png | Bin 0 -> 3318085 bytes docs/setup/superhost.rst | 105 ++++ docs/tips.rst | 430 ++++++++++++++++ nengo_loihi/builder.py | 40 +- nengo_loihi/config.py | 30 +- nengo_loihi/loihi_cx.py | 20 +- nengo_loihi/loihi_interface.py | 17 +- nengo_loihi/simulator.py | 118 ++++- nengo_loihi/tests/test_examples.py | 2 +- 31 files changed, 1776 insertions(+), 39 deletions(-) create mode 100644 docs/_static/custom.css create mode 100644 docs/_templates/globaltoc.html create mode 100644 docs/_templates/layout.html create mode 100644 docs/api.rst create mode 100644 docs/conf.py create mode 100644 docs/examples.rst rename {examples => docs/examples}/communication_channel.ipynb (100%) rename {examples => docs/examples}/ens_ens.py (100%) rename {examples => docs/examples}/ens_ens_slice.py (100%) rename {examples => docs/examples}/integrator.ipynb (100%) rename {examples => docs/examples}/integrator_multi_d.ipynb (99%) rename {examples => docs/examples}/keyword_spotting.ipynb (99%) rename {examples => docs/examples}/learn_communication_channel.ipynb (100%) rename {examples => docs/examples}/node_ens_ens.py (100%) rename {examples => docs/examples}/oscillator.ipynb (100%) rename {examples => docs/examples}/oscillator_nonlinear.ipynb (100%) create mode 100644 docs/index.rst create mode 100644 docs/installation.rst create mode 100644 docs/overview.rst create mode 100644 docs/setup/host-board.rst create mode 100644 docs/setup/index.rst create mode 100644 docs/setup/nahuku-connections.png create mode 100644 docs/setup/superhost.rst create mode 100644 docs/tips.rst diff --git a/.gitignore b/.gitignore index 83c72644c..c877ffd2b 100644 --- a/.gitignore +++ b/.gitignore @@ -30,11 +30,11 @@ nengo_loihi/snips/nengo_io.c # For .ipynb examples *.pdf -examples/communication_channel.py -examples/integrator.py -examples/integrator_multi_d.py -examples/keyword_spotting.py -examples/learn_communication_channel.py -examples/oscillator.py -examples/oscillator_nonlinear.py -examples/*.pkl +*.pkl +docs/examples/communication_channel.py +docs/examples/integrator.py +docs/examples/integrator_multi_d.py +docs/examples/keyword_spotting.py +docs/examples/learn_communication_channel.py +docs/examples/oscillator.py +docs/examples/oscillator_nonlinear.py diff --git a/docs/_static/custom.css b/docs/_static/custom.css new file mode 100644 index 000000000..4e47dee72 --- /dev/null +++ b/docs/_static/custom.css @@ -0,0 +1,20 @@ +.MathJax .mi, .MathJax .mo { + color: inherit; +} + +pre, kdb, samp, code, .rst-content tt, .rst-content code { + word-break: inherit; +} + +code, .rst-content tt, .rst-content code { + white-space: pre-wrap; +} + +#notebook .container { + padding-left: 0; + width: inherit; +} + +.body img { + max-width: 100%; +} diff --git a/docs/_templates/globaltoc.html b/docs/_templates/globaltoc.html new file mode 100644 index 000000000..059256216 --- /dev/null +++ b/docs/_templates/globaltoc.html @@ -0,0 +1,13 @@ + diff --git a/docs/_templates/layout.html b/docs/_templates/layout.html new file mode 100644 index 000000000..44d9152dd --- /dev/null +++ b/docs/_templates/layout.html @@ -0,0 +1,8 @@ +{# Import the theme's layout. #} +{% extends "!layout.html" %} + +{%- block extrahead %} + +{# Call the parent block #} +{{ super() }} +{%- endblock %} diff --git a/docs/api.rst b/docs/api.rst new file mode 100644 index 000000000..d14e9b8d8 --- /dev/null +++ b/docs/api.rst @@ -0,0 +1,29 @@ +************* +API reference +************* + +.. default-role:: obj + +.. autosummary:: + + nengo_loihi.add_params + nengo_loihi.set_defaults + nengo_loihi.Simulator + nengo_loihi.builder.Model + nengo_loihi.builder.Builder + nengo_loihi.loihi_cx.CxSimulator + nengo_loihi.loihi_interface.LoihiSimulator + +.. autofunction:: nengo_loihi.add_params + +.. autofunction:: nengo_loihi.set_defaults + +.. autoclass:: nengo_loihi.Simulator + +.. autoclass:: nengo_loihi.builder.Model + +.. autoclass:: nengo_loihi.builder.Builder + +.. autoclass:: nengo_loihi.loihi_cx.CxSimulator + +.. autoclass:: nengo_loihi.loihi_interface.LoihiSimulator diff --git a/docs/conf.py b/docs/conf.py new file mode 100644 index 000000000..e018cb715 --- /dev/null +++ b/docs/conf.py @@ -0,0 +1,117 @@ +# -*- coding: utf-8 -*- +# +# This file is execfile()d with the current directory set +# to its containing dir. + +import sys + +try: + import nengo_loihi + import guzzle_sphinx_theme +except ImportError: + print("To build the documentation, nengo_loihi and guzzle_sphinx_theme " + "must be installed in the current environment. Please install these " + "and their requirements first. A virtualenv is recommended!") + sys.exit(1) + +extensions = [ + 'sphinx.ext.autodoc', + 'sphinx.ext.autosummary', + 'sphinx.ext.githubpages', + 'sphinx.ext.intersphinx', + 'sphinx.ext.mathjax', + 'sphinx.ext.todo', + 'sphinx.ext.viewcode', + 'guzzle_sphinx_theme', + 'numpydoc', + 'nbsphinx', +] + +default_role = 'py:obj' + +# -- sphinx.ext.autodoc +autoclass_content = 'both' # class and __init__ docstrings are concatenated +autodoc_default_flags = ['members'] +autodoc_member_order = 'bysource' # default is alphabetical + +# -- sphinx.ext.intersphinx +intersphinx_mapping = { + 'nengo': ('https://www.nengo.ai/nengo/', None), + 'numpy': ('https://docs.scipy.org/doc/numpy', None), + 'scipy': ('https://docs.scipy.org/doc/scipy/reference', None), +} + +# -- sphinx.ext.todo +todo_include_todos = True + +# -- numpydoc +numpydoc_show_class_members = False + +# -- nbsphinx +nbsphinx_timeout = -1 + +# -- sphinx +nitpicky = True +exclude_patterns = ['_build'] +source_suffix = '.rst' +source_encoding = 'utf-8' +master_doc = 'index' + +# Need to include https Mathjax path for sphinx < v1.3 +mathjax_path = ("https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.3/" + "config/TeX-AMS-MML_HTMLorMML.js") + +project = u'Nengo Loihi' +authors = u'Applied Brain Research' +copyright = nengo_loihi.__copyright__ +version = '.'.join(nengo_loihi.__version__.split('.')[:2]) +release = nengo_loihi.__version__ # Full version, with tags +pygments_style = 'default' + +# -- Options for HTML output -------------------------------------------------- + +pygments_style = "sphinx" +templates_path = ["_templates"] +html_static_path = ["_static"] + +html_theme_path = guzzle_sphinx_theme.html_theme_path() +html_theme = "guzzle_sphinx_theme" + +html_theme_options = { + "project_nav_name": "Nengo Loihi %s" % (version,), + "base_url": "https://www.nengo.ai/nengo-loihi", +} + +html_title = "Nengo Loihi {0} docs".format(release) +htmlhelp_basename = 'Nengo Loihi' +html_last_updated_fmt = '' # Suppress 'Last updated on:' timestamp +html_show_sphinx = False + +# -- Options for LaTeX output ------------------------------------------------- + +latex_elements = { + 'papersize': 'letterpaper', + 'pointsize': '11pt', + # 'preamble': '', +} + +latex_documents = [ + # (source start file, target, title, author, documentclass [howto/manual]) + ('index', 'nengo_loihi.tex', html_title, authors, 'manual'), +] + +# -- Options for manual page output ------------------------------------------- + +man_pages = [ + # (source start file, name, description, authors, manual section). + ('index', 'nengo_loihi', html_title, [authors], 1) +] + +# -- Options for Texinfo output ----------------------------------------------- + +texinfo_documents = [ + # (source start file, target, title, author, dir menu entry, + # description, category) + ('index', 'nengo_loihi', html_title, authors, 'Nengo', + 'Loihi backend for Nengo', 'Miscellaneous'), +] diff --git a/docs/examples.rst b/docs/examples.rst new file mode 100644 index 000000000..e48f8a9ef --- /dev/null +++ b/docs/examples.rst @@ -0,0 +1,19 @@ +************** +Example models +************** + +The following examples are similar +to the `Nengo core examples `_, +but run using Nengo Loihi. +We compare performance with Nengo core where appropriate. + +.. toctree:: + :maxdepth: 1 + + examples/communication_channel + examples/integrator + examples/integrator_multi_d + examples/oscillator + examples/oscillator_nonlinear + examples/learn_communication_channel + examples/keyword_spotting diff --git a/examples/communication_channel.ipynb b/docs/examples/communication_channel.ipynb similarity index 100% rename from examples/communication_channel.ipynb rename to docs/examples/communication_channel.ipynb diff --git a/examples/ens_ens.py b/docs/examples/ens_ens.py similarity index 100% rename from examples/ens_ens.py rename to docs/examples/ens_ens.py diff --git a/examples/ens_ens_slice.py b/docs/examples/ens_ens_slice.py similarity index 100% rename from examples/ens_ens_slice.py rename to docs/examples/ens_ens_slice.py diff --git a/examples/integrator.ipynb b/docs/examples/integrator.ipynb similarity index 100% rename from examples/integrator.ipynb rename to docs/examples/integrator.ipynb diff --git a/examples/integrator_multi_d.ipynb b/docs/examples/integrator_multi_d.ipynb similarity index 99% rename from examples/integrator_multi_d.ipynb rename to docs/examples/integrator_multi_d.ipynb index baf65ec2e..46f198705 100644 --- a/examples/integrator_multi_d.ipynb +++ b/docs/examples/integrator_multi_d.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Integrator\n", + "# Multidimensional integrator\n", "\n", "This demo implements an N-dimensional neural integrator.\n", "\n", diff --git a/examples/keyword_spotting.ipynb b/docs/examples/keyword_spotting.ipynb similarity index 99% rename from examples/keyword_spotting.ipynb rename to docs/examples/keyword_spotting.ipynb index ee655b2fa..4eb5fca10 100644 --- a/examples/keyword_spotting.ipynb +++ b/docs/examples/keyword_spotting.ipynb @@ -18,9 +18,9 @@ "This example uses optimized parameters\n", "generated by Nengo DL:\n", "\n", - "- [`reference_params.pkl`](\n", + "* [reference_params.pkl](\n", "https://drive.google.com/open?id=149rLqXnJqZPBiqvWpOAysGyq4fvunlnM)\n", - "- [`test_stream.pkl`](\n", + "* [test_stream.pkl](\n", "https://drive.google.com/open?id=1AQavHjQKNu1sso0jqYhWj6zUBLKuGNvV)\n", "\n", "If you have `requests` installed,\n", diff --git a/examples/learn_communication_channel.ipynb b/docs/examples/learn_communication_channel.ipynb similarity index 100% rename from examples/learn_communication_channel.ipynb rename to docs/examples/learn_communication_channel.ipynb diff --git a/examples/node_ens_ens.py b/docs/examples/node_ens_ens.py similarity index 100% rename from examples/node_ens_ens.py rename to docs/examples/node_ens_ens.py diff --git a/examples/oscillator.ipynb b/docs/examples/oscillator.ipynb similarity index 100% rename from examples/oscillator.ipynb rename to docs/examples/oscillator.ipynb diff --git a/examples/oscillator_nonlinear.ipynb b/docs/examples/oscillator_nonlinear.ipynb similarity index 100% rename from examples/oscillator_nonlinear.ipynb rename to docs/examples/oscillator_nonlinear.ipynb diff --git a/docs/index.rst b/docs/index.rst new file mode 100644 index 000000000..720423236 --- /dev/null +++ b/docs/index.rst @@ -0,0 +1,23 @@ +*********** +Nengo Loihi +*********** + +A backend for running Nengo models on Intel's Loihi architecture. + +To use the backend, simply replace:: + + nengo.Simulator(model) + +with:: + + nengo_loihi.Simulator(model) + +.. toctree:: + :maxdepth: 2 + + overview + installation + examples + api + tips + setup/index diff --git a/docs/installation.rst b/docs/installation.rst new file mode 100644 index 000000000..39690379a --- /dev/null +++ b/docs/installation.rst @@ -0,0 +1,181 @@ +************ +Installation +************ + +Local machine +============= + +On a local machine *not* connected to a Loihi host, +you can use any version of Python +that has ``pip``. + +.. code-block:: bash + + cd path/to/nengo-loihi + pip install . + +Note that the ``.`` at the end of ``pip`` command is required. + +``pip`` will do its best to install +Nengo Loihi's requirements. +If anything goes wrong during this process, +it is likely related to installing NumPy. +Follow `our NumPy install instructions +`_, +then try again. + +Superhost +========= + +.. note:: These instructions assume that you are working + on a superhost that has already been configured + as per the :doc:`setup/superhost` page. + Those instructions only need to be run once + for each superhost, + while these instructions need to be run + by every user that is using the superhost. + +If you are installing Nengo Loihi on a superhost, +there are several additional constraints +due to needing to install NxSDK. +The easiest way to satisfy +all of those constraints is to use +`Miniconda `_ +to set up an isolated environment +for running Loihi models. + +1. Ensure that ``conda`` is available. + + To see if it is available, run + + .. code-block:: bash + + conda -V + + If conda is available, the conda version should be printed + to the console. + + If it is not available: + + a. Ask your superhost administrator if conda is installed. + If it is, you need to add the ``bin`` directory of + the conda installation to your path. + + .. code-block:: bash + + export PATH="/path/to/conda/bin:$PATH" + + Running this once will change your path for the current session. + Adding it to a shell configuration file + (e.g., ``~/.profile``, ``~/.bashrc``) + will change your path for all future terminal sessions. + + b. If conda is not installed, install Miniconda. + + .. code-block:: bash + + wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh + bash miniconda.sh + + Follow the prompts to set up Miniconda as desired. + +2. Create a new ``conda`` environment. + Note, you _must_ use Python 3.5.5 when working with NxSDK. + + .. code-block:: bash + + conda create --name loihi python=3.5.5 + +3. Activate your new environment. + + .. code-block:: bash + + source activate loihi + + Sometimes the environment can have issues when first created. + Before continuing, run ``which pip`` and ensure that the path + to ``pip`` is in your conda environment. + + .. note:: You will need to run ``source activate loihi`` every time + you log onto the superhost. + +4. Install NumPy with conda. + + .. code-block:: bash + + conda install numpy + + The NumPy provided by conda is usually faster + than those installed by other means. + +5. Install Nengo Loihi. + + .. code-block:: bash + + cd path/to/nengo-loihi + pip install . + + ``pip`` will install other requirements like Nengo automatically. + +6. Clone the NxSDK git repository. + + As of August 2018, NxSDK is not publicly available, + but is available through Intel's NRC cloud. + See their documentation for the NxSDK location, + then + + .. code-block:: bash + + git clone path/to/NxSDK.git + +7. Check out a release tag. + + As of August 2018, the most recent release is 0.5.5, + which is compatible with Nengo Loihi. + + .. code-block:: bash + + cd NxSDK + git checkout 0.5.5 + +8. Add a ``setup.py`` file to NxSDK. + + As of August 2018, NxSDK does not have a ``setup.py`` file, + which is necessary for installing NxSDK in a conda environment. + + To add it, execute the following command. + + .. code-block:: bash + + cat > setup.py << 'EOL' + import sys + from setuptools import setup + + if not ((3, 5, 2) <= sys.version_info[:3] < (3, 6, 0)): + pyversion = ".".join("%d" % v for v in sys.version_info[:3]) + raise EnvironmentError( + "NxSDK has .pyc files that only work on Python 3.5.2 through 3.5.5. " + "You are running version %s." % pyversion) + + setup( + name='nxsdk', + version='0.5.5', + install_requires=[ + "numpy", + "pandas", + "matplotlib", + "teamcity-messages", + "rpyc<4", + ] + ) + EOL + + + Or you may paste the text above (excluding the first and last lines) + into a text editor and save as ``setup.py`` in the NxSDK folder. + +9. Install NxSDK. + + .. code-block:: bash + + pip install -e . diff --git a/docs/overview.rst b/docs/overview.rst new file mode 100644 index 000000000..e663859fa --- /dev/null +++ b/docs/overview.rst @@ -0,0 +1,116 @@ +******** +Overview +******** + +Hardware +======== + +Intel's neuromorphic Loihi chip +is made accessible through an FPGA board. +We will refer to the devices involved in +a Loihi model using the following terms. + +- *Board*: The Loihi board, which contains one or more Loihi chips. +- *Chip*: A Loihi chip, which contains several cores. +- *Core*: A computational unit on a chip. + Each chip has several neuron cores, which simulate compartments, + synapses, etc. and several Lakemont cores, which are general purpose + CPUs for handling input/output and other general tasks. +- *Host*: The FPGA board that the Loihi board is connected to. + The host runs a Linux-based operating system to allow programs + to interact with the board using drivers provided by Intel. +- *Superhost*: The PC physically connected to the FPGA board. + Typically the superhost and host communicate over ethernet, + but it is also possible to communicate over serial USB. +- *Local machine*: The computer you are currently using. + We usually assume that your local machine is not the superhost, + though you can work directly on the superhost. + +Nengo Loihi runs on the superhost +and will automatically handle the communication +with the host and board. +Unless you are setting up a new host and board, +you will only need to interact with +your local machine and the superhost. + +.. note:: If you are setting up a new host or board, + see the :doc:`setup/host-board` page. + +Software +======== + +Nengo Loihi is a Python package for running +Nengo models on Loihi boards. +It contains a Loihi **emulator backend** +for rapid model development and easier debugging, +and a Loihi **hardware backend** +for running models on a Loihi board. + +Nengo Loihi requires the Nengo_ +Python package to define large-scale neural models. +Please refer to the `Nengo documentation `_ +for example models and instructions +for building your own models. + +.. _Nengo: https://www.nengo.ai/nengo/ + +Nengo and Nengo Loihi's emulator backend +are pure Python packages that use +`NumPy `_ +to simulate neural models quickly. +On your local machine, +you only need to install +Nengo Loihi and its dependencies, +which include Nengo and NumPy. +See :doc:`installation` for details. + +Nengo Loihi's hardware backend +uses Intel's NxSDK API +to interact with the host +and configure the board. +On the superhost, +you need to install Nengo Loihi and its dependencies, +as well as NxSDK. +See :doc:`installation` for details. + +Running models +============== + +While you can use most models constructed +in Nengo with Nengo Loihi, +some models will see degraded performance +due to the discretization process used to +convert float values to integers +for processing on the Loihi chip. + +We can recover some of this performance +by choosing parameters better suited +to the range of values used by the chip. +Before you create any Nengo objects, call:: + + nengo_loihi.set_defaults() + +This will change the default parameters +for the core Nengo objects, +resulting in better performance. + +After creating the model, +running it on Nengo Loihi is done by replacing:: + + nengo.Simulator(model) + +with:: + + nengo_loihi.Simulator(model) + +By default, Nengo Loihi will use the +hardware backend if it is available. +You can choose to use the emulator +even when the hardware backend is installed +by doing:: + + nengo_loihi.Simulator(model, target='sim') + +See :doc:`api` for additional options +and other functions and classes available +in Nengo Loihi. diff --git a/docs/setup/host-board.rst b/docs/setup/host-board.rst new file mode 100644 index 000000000..dbf9e7001 --- /dev/null +++ b/docs/setup/host-board.rst @@ -0,0 +1,479 @@ +************** +Board and host +************** + +Two variants of the Loihi boards exist: +a single-chip board codenamed "Wolf Mountain" +and an eight-chip board codenamed "Nahuku." + +Currently, both boards use an +Altera ARRIA 10 SoC FPGA board +as the host. +The Wolf Mountain board is paired with +an ARRIA 10 based on +the "Meridian Hill" (MH) architecture. +The Nahuku board is paired with +an ARRIA 10 based on +the "Golden Hardware Reference Design" (GHRD) architecture. + +The remainder of this page explains +how to set up a host-board pair. +We will use the terminology +introduced in the :doc:`../overview` +(board, host, superhost). + +Wolf Mountain / Meridian Hill +============================= + +The Wolf Mountain board comes pre-connected to its host SoC. +They are both contained within a single plastic box. +The images below show the enclosure +as well as where ports can be found. + +.. todo:: Add images + +To set up the Wolf Mountain / Meridian Hill system: + +1. Configure the power supply units. + Two bench power supplies are needed to supply 5.3V and 12V respectively. + The bench power supplies should be dialed + to the right voltages **before** they are connected + to the Loihi system. + The bench power supplies should also be **off** before + they are wired to the Loihi system. + +2. Connect the bench power supplies + to the appropriate "5V" and "12V" ports on the box. + Take care identifying the correct ports + before connecting the bench power supplies. + Do not plug the 12V power supply to the 5V port or vice versa! + +3. Connect the USB tty cable (USB-A male to USB-A male cable) + to the "TTY" port on the Loihi box, + and connect the other end of the cable to the superhost. + +4. Connect the Ethernet cable to the "eth" port on the Loihi box, + and connect the other end of the cable to the superhost. + +5. If a microSD card is present in the microSD card slot, + and it has not yet been set up (see `below <#sd-card-image>`__), + remove the microSD card from its slot. + This is done by using a pair of tweezers to push the card in, + and then releasing it (the card slot is spring loaded). + Next, use the tweezers to grab on to and gently remove the card. + +6. If necessary, set up the microSD card as described + `below <#sd-card-image>`__. + Then reinsert the microSD card into the microSD card slot. + Be sure to push the card into the slot + far enough to engage the spring-loaded latch. + +7. Turn on the bench power supplies (in any order) + and check that the system boots properly. + +Nahuku / Golden Hardware Reference Design +========================================= + +Useful links: + +- `Altera ARRIA 10 SoC GHRD information + `_ +- `Altera ARRIA 10 SoC GHRD user guide + `_ + +The user guide is especially useful +for reading status LEDs on the host +(see section 5-3). +The image below shows the location of components +important to the Nahuku / GHRD Loihi system. + +.. image:: nahuku-connections.png + :width: 100% + :target: _images/nahuku-connections.png + +To set up the Nahuku / GHRD system: + +1. Install the two FPGA RAM modules on the host + (see image above for where they should be installed). + +2. Connect the Nahuku board to the "Nahuku board connection" indicated above. + + .. warning:: The pins in the connector can be quite fragile. + Ensure that the two sides of the connectors are lined up + before applying pressure to mate the two connectors. + +3. Connect the USB tty cable (microUSB male to USB-A male cable) + to the "TTY" port on the host, + and connect the other end of the cable to the superhost. + +4. Connect the Ethernet cable to the ethernet port on the host, + and connect the other end to the superhost. + +5. If a microSD card is present in the microSD card slot, + and it has not yet been set up (see `below <#sd-card-image>`__), + remove the microSD card from its slot. + The card slot has a latch that is spring loaded. + To remove the microSD card, push it into the card slot, then release. + Once the microSD card is unlatched from the card slot, + it can then be removed by sliding it out of the card slot. + +6. If necessary, set up the microSD card as described + `below <#sd-card-image>`__). + Then reinsert the microSD card into the microSD card slot. + Be sure to push the card into the slot + far enough to engage the spring-loaded latch. + +7. Connect the power brick to the power port of the host. + Plug the power brick into the wall socket. + +8. Turn on the power switch on the host + and check that the system boots properly. + +Creating an SD card image +========================= + +The microSD card on the host +contains its operating system. +Creating an SD card image +requires you to: + +1. compile Ubuntu 16.04 for the ARM processor, +2. add Loihi specific configuration files, and +3. run a Python script to create the SD card image. + +Instructions for each step follow. + +Compiling Ubuntu +---------------- + +These steps are based on `this guide +`_. +These steps should be performed on the superhost. +You will need root access. + +For simplicity, +begin these steps in a new empty directory +on a partition with several GB of free space. + +Begin by switching to the root user. + +.. code-block:: bash + + sudo -s + +Then, as ``root``: + +1. Create and navigate to a new folder for storing Ubuntu files. + + .. code-block:: bash + + mkdir ubuntu-rootfs + cd ubuntu-rootfs + +2. Download the latest Ubuntu 16.04 release compiled for ARM. + + .. code-block:: bash + + wget http://cdimage.ubuntu.com/ubuntu-base/releases/16.04/release/ubuntu-base-16.04.4-base-armhf.tar.gz -o ubuntu-base.tar.gz + +3. Untar the files from the downloaded tarball. + + .. code-block:: bash + + tar -xpf ubuntu-base.tar.gz + +4. Install ``qemu-user-static`` and copy it to ``ubuntu-rootfs``. + + .. code-block:: bash + + apt install qemu-user-static + cp /usr/bin/qemu-arm-static ./usr/bin/ + +5. Copy the superhost's ``/etc/resolv.conf`` file to ``ubuntu-rootfs``. + This will allow us to access repositories on the internet in later steps. + + .. code-block:: bash + + cp /etc/resolv.conf ./etc/resolv.conf + +6. Return to the parent directory. + + .. code-block:: bash + + cd .. + + If you do ``ls``, you should see the ``ubuntu-rootfs`` directory + that you were working on earlier. + +The ``ubuntu-rootfs`` directory you set up +contains operating system files. +We will now use ``chroot`` to +act as though we are using those files +rather than the actual superhost OS. +Note that we are still running as the ``root`` user. + +Begin by mounting system components and running ``chroot``. + +.. code-block:: bash + + mount -t proc /proc ./ubuntu-rootfs/proc + mount -t sysfs /sys ./ubuntu-rootfs/sys + mount -o bind /dev ./ubuntu-rootfs/dev + mount -o bind /dev/pts ./ubuntu-rootfs/dev/pts + chroot ./ubuntu-rootfs + +Then, within the ``chroot`` environment: + +1. Update ``apt`` sources. + + .. code-block:: bash + + apt update + +2. Install a minimal set of general packages. + Since you are in the ``chroot`` environment, + these will be installed inside ``ubuntu-rootfs``, + not the superhost's OS files. + + .. code-block:: bash + + apt install --no-install-recommends \ + language-pack-en-base sudo ssh rsyslog \ + net-tools ethtool network-manager wireless-tools iputils-ping \ + lxde xfce4-power-manager \ + xinit xorg lightdm lightdm-gtk-greeter \ + alsa-utils gnome-mplayer bash-completion \ + lxtask htop python-gobject-2 python-gtk2 \ + synaptic resolvconf + +3. Install packages needed to run Loihi models. + + .. code-block:: bash + + apt install libffi6 python3-pip python3-dev fake-hwclock + +4. Add a user to the OS, and give it admin privileges. + + We will call our user ``abr-user``, + but you can use a different name if desired. + + .. code-block:: bash + + adduser abr-user + addgroup abr-user adm && addgroup abr-user sudo + +5. Set a unique hostname. + + We use ``loihi-mh`` for our Wolf Mountain / Meridian Hill system + and ``loihi-ghrd`` for our Nahuku / GHRD system. + If you have more than one of the same type of system, + use a more detailed naming scheme. + + .. code-block:: bash + + echo 'loihi-xxx' > /etc/hostname + +6. Add host entries. + + .. code-block:: bash + + echo '127.0.0.1 localhost' >> /etc/hosts + echo '127.0.1.1 loihi-xxx' >> /etc/hosts + +7. Assign a static IP to the board. + + Begin by opening ``/etc/network/interfaces`` + your text editor of choice. + If you are not sure, try + + .. code-block:: bash + + nano /etc/network/interfaces + + Add the following text to the end of the ``interfaces`` file. + Replace ``
`` with: + + * ``10.42.0.34`` for Wolf Mountain / Meridian Hill systems + * ``10.42.0.100`` for Nahuku / GHRD systems + + .. code-block:: text + + auto lo + iface lo inet loopback + + auto eth0 + iface eth0 inet static + address
+ netmask 255.255.255.0 + gateway 10.42.0.1 + + dns-nameserver 10.42.0.1 + +8. Update DNS configuration based on the network connection. + This will modify the ``/etc/resolv.conf`` we changed previously. + + When prompted, select "Yes" to the dialog box + because we want to allow dynamic updates. + + .. code-block:: bash + + dpkg-reconfigure resolvconf + +9. (Optional) Set up NFS. + + .. todo:: Add instructions for setting up NFS. + +We can now exit the ``chroot`` environment + +.. code-block:: bash + + exit + +And unmount the environment files + +.. code-block:: bash + + umount ubuntu-rootfs/proc + umount ubuntu-rootfs/sys + umount ubuntu-rootfs/dev/pts + umount ubuntu-rootfs/dev + +But stay as the root user for the remaining steps. + +Adding Loihi-specific FPGA configuration files +---------------------------------------------- + +The Loihi specific configuration files +can be obtained from Intel's cloud server. +Download all of the files below to the directory +that contains the ``ubuntu-rootfs`` directory. + +As of August 2018, +the latest files for the +two Loihi boards are located in: + +* *Wolf Mountain*: ``/nfs/ncl/ext/boot/mh_2018-07-04/`` +* *Nahuku*: ``/nfs/ncl/ext/boot/ghrd_2018-07-04/`` + +Download the following files: + +* ``zImage``: A linux kernel compiled for the host. +* ``u-boot.scr``: The ``uboot`` script for configuring the FPGA. +* ``socfpga.rbf``: The FPGA configuration file. + +and one of the following FPGA device tree blob files, +depending on the system: + +* *Wolf Mountain*: ``meridian_hill_fab1b.dtb`` +* *Nahuku*: ``socfpga_arria10_socdk.dtb`` + +Additionally, you need the u-boot preloader image, +``uboot_w_dtb-mkpimage.bin``. +The location of this file is also system dependent. + +* *Wolf Mountain*: + Download ``NxRuntime_01_05_17.tar.gz`` from the Intel sharepoint site + and extract it. ``uboot_w_dtb-mkpimage.bin`` is in the ``board`` folder. +* *Nahuku*: + Located in the ``/nfs/ncl/ext/boot/ghrd_2018-05-17`` folder + on the Intel cloud server. + +Your folder should now contain the following files +if you are setting up a Wolf Mountain system: + +* ``ubuntu-rootfs/`` +* ``meridian_hill_fab1b.dtb`` +* ``socfpga.rbf`` +* ``u-boot.scr`` +* ``uboot_w_dtb-mkpimage.bin`` +* ``zImage`` + +And the following files +if you are setting up a Nahuku system. + +* ``ubuntu-rootfs/`` +* ``socfpga.rbf`` +* ``socfpga_arria10_socdk.dtb`` +* ``u-boot.scr`` +* ``uboot_w_dtb-mkpimage.bin`` +* ``zImage`` + +Making the SD card image +------------------------ + +The easiest way to make the SD card image +is to use a Python script provided by RocketBoards.org. + +We assume in the following steps that you are +in the directory containing ``ubuntu-rootfs`` +and the Loihi FPGA files, +and that you are still acting as the root user +(if not, do ``sudo -s``). + +1. Download the SD card image script. + + .. code-block:: bash + + wget http://releases.rocketboards.org/release/2017.10/gsrd/tools/make_sdimage.py + +2. Run the script with to create the SD card image. + + .. note:: Replace ``.dtb`` below with the appropriate + ``*.dtb`` file from the previous step. + + .. code-block:: bash + + python ./make_sdimage.py -f \ + -P uboot_w_dtb-mkpimage.bin,num=3,format=raw,size=10M,type=A2 \ + -P ubuntu-rootfs/*,num=2,format=ext3,size=3000M \ + -P zImage,socfpga.rbf,.dtb,u-boot.scr,num=1,format=vfat,size=500M \ + -s 3550M \ + -n sdimage_small.img + + After running this command, + you should have a ``sdimage_small.img`` in the current directory. + + This image file contains three partitions: + + * Partition 1 (500 MB): contains the ``/boot`` partition, + which contains ``zImage``, ``socfpga.rbf``, ``.dtb``, + and ``u-boot.scr``. + * Partition 2 (3 GB): contains the Ubuntu OS file system. + * Partition 3 (10 MB): contains the u-boot preloader image. + + .. note:: The partition sizes should not be changed from the values above. + + .. note:: When making an SD card for the Nahuku system, + the Python script may throw an error + when finalizing the third partition. + This error can be safely ignored. + It occurs because the ``uboot_w_dtb-mkpimage.bin`` image + for Nahuku is 1 byte larger than the 10 MB partition size. + However, this does not seem to impact the functionality + of the SD card image. + +3. Connect an SD card to the superhost. + Determine the identifier assigned to it by Linux with + + .. code-block:: bash + + lsblk + + You should be able to determine which device (e.g. ``sdc``) + is the SD card via the size and mountpoint. + +4. Write the SD card image to the physical SD card. + + .. warning:: Be sure to use the correct device + in the ``dd`` command below. + Using the wrong device will destroy + existing data on that device. + + .. code-block:: bash + + dd if=sdimage_small.img | pv -s 3550M | dd of=/dev/ + + where ```` is the device determined with ``lsblk``. + +5. Remove the SD card from the superhost + and insert it into the host SD card slot. diff --git a/docs/setup/index.rst b/docs/setup/index.rst new file mode 100644 index 000000000..7b1947253 --- /dev/null +++ b/docs/setup/index.rst @@ -0,0 +1,26 @@ +************** +Hardware setup +************** + +These pages are for Loihi system administrators +or other individuals who are setting up a Loihi system +for the first time. + +While other parts of Nengo Loihi documentation +are written with enough ambiguity that +they should work on a variety of different setups, +this page is specific to certain hardware designs +and has complete explicit steps. +As such, these instructions are not likely to work +with other designs, +and as these designs and other infrastructure change, +these instructions may no longer work. +If you run into problems, +please contact the hardware distributor +(usually Intel). + +.. toctree:: + :maxdepth: 2 + + host-board + superhost diff --git 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(setting up Slurm, etc) + +Adding a new user +================= + +1. Log in as a user who can use ``sudo``. + +2. Change to the super user. + + .. code-block:: bash + + sudo -s + +3. Add the user. + + .. code-block:: bash + + adduser + +4. *(Optional)*: Enable the user to use ``sudo``. + + .. code-block:: bash + + usermod -aG sudo + +5. Add the user to the ``loihi_sudo`` group. + + This is necessary for allowing the user + to run models on Loihi boards. + + .. code-block:: bash + + usermod -aG loihi_sudo + +6. Propagate the new user information to connected Loihi boards. + + .. code-block:: bash + + make -C /var/yp + +You can then run ``exit`` to exit the superuser session. + +Note that the final step copies user information +to the Loihi boards. +You therefore do not have to make a new user account +on the hosts or boards that are connected to the superhost. + +To be sure that the user information has been copied correctly, +once finishing the above steps, +you should test by logging into all connected hosts and boards. + +For example, on the superhost try + +.. code-block:: bash + + ssh @host-1 + ssh @board-1 + +Connecting to a host +==================== + +The host and superhost communicate through +a hardwired Ethernet connection. +The superhost therefore must have +at least two networks interfaces, +one for an external internet connection +and one to connect to the FPGA host. + +The host only has one network interface, +which is connected to the superhost. +In order to access the internet, +the superhost must share +its external connection with the host. + +To do this, assuming that you are running Ubuntu: + +1. Open "Network Connections". + +2. Identify the Ethernet connection being used + to connect to the Loihi system. + Clicking the network icon in the task bar + will inform you which network interfaces are available. + +3. Select "Wired connection " and click "Edit". + +4. Navigate to "IPv4 Settings" and change + "Method" to "Shared to other computers". + +5. Click "Save". + +6. Check that the network interface has been assigned the correct IP. + + When the Ethernet cable between the host and superhost is connected, do: + + .. code-block:: bash + + sudo ifconfig -a + + to display the information for each network interface. + The network interface being used to connect to the Loihi system + should be assigned the IP ``10.42.0.1``. diff --git a/docs/tips.rst b/docs/tips.rst new file mode 100644 index 000000000..dc49a2b18 --- /dev/null +++ b/docs/tips.rst @@ -0,0 +1,430 @@ +*************** +Tips and tricks +*************** + +Local machine +============= + +SSH hosts +--------- + +Adding ``ssh hosts`` to your SSH configuration +will make working with remote superhosts, hosts, and boards +much quicker and easier. +After setting them up, +you will be able to connect to any machine +through a single ``ssh `` command. + +To begin, make a ``~/.ssh/config`` file. + +.. code-block:: bash + + touch ~/.ssh/config + +Then open that file in a text editor +and add a ``Host`` entry +for each machine that you want to interact with remotely. + +Typically machines that you can connect to directly +will have a configuration like this: + +.. code-block:: text + + Host + User + HostName + +For security, the port on which ssh connections are accepted +is often changed. To specify a port, add the following +to the ``Host`` entry. + +.. code-block:: text + + Host + ... + Port 1234 + +Finally, many machines (especially hosts and boards) +are not accessible through the open internet +and must instead be accessed through another machine, +like a superhost. +To access these with one command, +add the following to the ``Host`` entry. +```` refers to the ```` +of the ``Host`` entry through which +you access the machine +(e.g., the ```` entry uses +the superhost's short name for ````). + +.. code-block:: text + + Host + ... + ProxyCommand ssh -W %h:%p + +Once host entries are defined, you can access those machine with: + +.. code-block:: bash + + ssh + +You can also use the short name in ``rsync``, ``scp``, +and other commands that use ``ssh`` under the hood. + +For more details and options, see `this tutorial +`_. + +We recommend that Loihi system administrators +make specific host entries for their system +available to all users. + +SSH keys +-------- + +SSH keys allow you to log in to remote machines +without providing your password. +This is especially useful when accessing +a board through a host and superhost, +each of which require authentication. + +You may already have created +an SSH key for another purpose. +By default, SSH keys are stored as + +* ``~/.ssh/id_rsa`` (private key) +* ``~/.ssh/id_rsa.pub`` (public key) + +If these files exist when you do ``ls ~/.ssh``, +then you already have an SSH key. + +If you do not have an SSH key, +you can create one with + +.. code-block:: bash + + ssh-keygen + +Follow the prompts, +using the default values when unsure. +We recommend setting a passphrase +in case someone obtains +your SSH key pair. + +Once you have an SSH key pair, +you will copy your public key +to each machine you want to +log into without a password. + +.. code-block:: bash + + ssh-copy-id + +```` is the name you specified +in your SSH config file for that host +(e.g., ``ssh-copy-id loihi-host``). +You will be prompted for your password +in order to copy the key. +Once it is copied, try ``ssh `` +to confirm that you can log in +without providing a password. + +Remote port tunneling +--------------------- + +Tunneling a remote port to your local machine +allows you to run the Jupyter notebook server +or the Nengo GUI server on the superhost or host, +but access the web-based interface +on your local machine. + +To do this, we will +create a new terminal window on the local machine +that we will keep open while the tunnel is active. +In this terminal, do + +.. code-block:: bash + + ssh -L :localhost: + +You will then enter an SSH session +in which you can start the process +that will communicate over ````. + +**Example 1**: +Starting a Nengo GUI server on port 8000 +of ``superhost-1``, +which has a ``loihi`` conda environment. + +.. code-block:: bash + + # In a new terminal window on your local machine + ssh -L 8000:localhost:8000 superhost-1 + # We are now on superhost-1 + source activate loihi + cd ~/nengo-loihi/docs/examples + nengo --port 8000 --no-browser --auto-shutdown 0 --backend nengo_loihi + +On your local machine, +open ``http://localhost:8000/`` +and you should see the Nengo GUI interface. + +**Example 2**: +Starting a Jupyter notebook server on port 8080 +of ``superhost-2``, +which has a ``loihi`` virtualenv environment. + +.. code-block:: bash + + # In a new terminal window on your local machine + ssh -L 8080:localhost:8080 superhost-2 + # We are now on superhost-2 + workon loihi + cd ~/nengo-loihi/docs/examples + jupyter notebook --no-browser --port 8080 + +The ``jupyter`` command should print out a URL of the form +``http://localhost:8888/?token=``, +which you can open on your local machine. + +Syncing with rsync +------------------ + +If you work on your local machine +and push changes to multiple remote superhosts, +it is worth spending some time to set up +a robust solution for syncing files +between your local machine and the superhosts. + +``rsync`` is a good option because it is fast +(it detects what has changed and only sends changes) +and can be configured to ensure that +the files on your local machine are the canonical files +and are not overwritten by changes made on remotes. +``rsync`` also uses SSH under the hood, +so the SSH hosts you set up previously can be used. + +``rsync`` is available from most package managers +(e.g. ``apt``, ``brew``) +and in many cases +will already be installed +on your system. + +The basic command that is most useful is + +.. code-block:: bash + + rsync -rtuv --exclude=*.pyc /src/folder /dst/folder + +* ``-r`` recurses into subdirectories +* ``-t`` copies and updates file modifications times +* ``-u`` replaces files with the most up-to-date version + as determined by modification time +* ``-v`` adds more console output to see what has changed +* ``--exclude=*.pyc`` ensures that ``*.pyc`` files are not copied + +See also `more details and options +`_. + +When sending files to a remote host, +you may also want to use the ``--delete`` option +to delete files in the destination folder +that have been removed from the source folder. + +To simplify ``rsync`` usage, +you can make small ``bash`` functions +to make your workflow explicit. + +For example, the following +bash functions will sync the ``NxSDK`` +and ``nengo-loihi`` folders +between the local machine +and the user's home directory on ``host-1``. +In this example, the ``--delete`` flag +is only used on pushing so that files +are never deleted from the local machine. +The ``--exclude=*.pyc`` flag +is only used for ``nengo-loihi`` because +``*.pyc`` files are an important +part of the NxSDK source tree. +These and other options can be adapted +based on your personal workflow. + +.. code-block:: bash + + LOIHI="/path/to/nengo-loihi/" + NXSDK="/path/to/NxSDK/" + push_host1() { + rsync -rtuv --exclude=*.pyc --delete "$LOIHI" "host-1:nengo-loihi" + rsync -rtuv --delete "$NXSDK" "host-1:NxSDK" + } + pull_host1() { + rsync -rtuv --exclude=*.pyc "host-1:nengo-loihi/" "$LOIHI" + rsync -rtuv "host-1:NxSDK" "$NXSDK" + } + +These functions are placed in the ``~/.bashrc`` file +and executed at a terminal with + +.. code-block:: bash + + push_host1 + pull_host1 + +Remote editing with SSHFS +------------------------- + +If you primarily work with a single remote superhost, +SSHFS is a good option that allows you +to mount a remote filesystem to your local machine, +meaning that you manipulate files as you +normally would on your local machine, +but those files will actually exist +on the remote machine. +SSHFS ensures that change you make locally +are efficiently sent to the remote. + +SSHFS is available from most package managers, +including ``apt`` and ``brew``. + +To mount a remote directory to your local machine, +create a directory to mount to, +then call ``sshfs`` to mount it. + +.. code-block:: bash + + mkdir -p + sshfs -o allow_other,defer_permissions : + +When you are done using the remote files, +unmount the mount point. + +.. code-block:: bash + + fusermount -u + +.. note:: + If ``fusermount`` is not available + and you have ``sudo`` access, you can also unmount with + + .. code-block:: bash + + sudo umount + +As with ``rsync``, since you may do these commands frequently, +it can save time to make a short bash function. +The following example functions mount and unmount +the ``host-2`` ``~/loihi`` directory +to the local machine's ``~/remote/host-2`` directory. + +.. code-block:: bash + + mount_host2() { + mkdir -p ~/remote/host-2 + sshfs host-2:loihi ~/remote/host-2 + } + unmount_host2() { + fusermount -u ~/remote/host-2 + } + +Superhost +========= + +Slurm cheatsheet +---------------- + +Most Loihi superhosts use `Slurm `_ +to schedule and distribute jobs to Loihi hosts. +Below are the commands that Slurm makes available +and what they do. + +``sinfo`` + Check the status (availability) of connected hosts. +``squeue`` + Check the status of your jobs. +``scancel `` + Kill one of your jobs. +``scancel --user=`` + Kill all of your jobs. +``sudo scontrol update nodename="" state="idle"`` + Mark a Loihi host as "idle", + which places it in the pool of available hosts to be used. + Use this when a Loihi host that was down comes back up. + + .. note:: This should only be done by a system administrator. + +Use Slurm by default +-------------------- + +Most superhosts use Slurm to run models on the host. +Normally you can opt in to executing a command with + +.. code-block:: bash + + SLURM=1 my-command + +However, you will usually want to use Slurm, +so to switch to an opt-out setup, +open your shell configuration file +in a text editor (usually ``~/.bashrc``), +and add the following line to the end of the file. + +.. code-block:: bash + + export SLURM=1 + +Once making this change you can opt out of using Slurm +by executing a command with + +.. code-block:: bash + + SLURM=0 my-command + +Running large models +-------------------- + +Normally you do not need to do anything +other than setting the ``SLURM`` environment variable +to run a model on Slurm. +However, in some situation Slurm may kill your job +due to long run times or other factors. + +Custom Slurm partitions can be used to run +your job with different sets of restrictions. +Your system administrator will have to set up the partition. + +As an example, to run a job with the ``loihiinf`` partition, +where ``n2driverservice`` is in ``/nfs/ncl/bin``, +first open two terminal windows. + +In one terminal, run + +.. code-block:: bash + + srun -p loihiinf /nfs/ncl/bin/n2driverservice + +In the other terminal, run your job without Slurm. + +.. code-block:: bash + + SLURM=0 python models/my_model.py + +Plotting +-------- + +If you are generating plots with Matplotlib +on the superhost or host, +you may run into issues due to there being +no monitor attached to those machines +(i.e., they are "headless"). +Rather than plotting to a screen, +you can instead save plots as files +with ``plt.savefig``. +You will also need to configure +Matplotlib to use a headless backend by default. + +The easiest way to do this is with a ``matplotlibrc`` file. + +.. code-block:: bash + + mkdir -p ~/.config/matplotlib + echo "backend: Agg" >> ~/.config/matplotlib/matplotlibrc diff --git a/nengo_loihi/builder.py b/nengo_loihi/builder.py index f44cec621..903c6c059 100644 --- a/nengo_loihi/builder.py +++ b/nengo_loihi/builder.py @@ -43,7 +43,45 @@ class Model(CxModel): """The data structure for the chip/simulator. - CxModel defines adding ensembles, discretizing, and tracks the simulator + This is a subclass of CxModel, which defines methods for adding ensembles, + discretizing, and tracking the simulator. This class handles build + functions and keeping track of chip/host communication. + + Parameters + ---------- + dt : float, optional (Default: 0.001) + The length of a simulator timestep, in seconds. + label : str, optional (Default: None) + A name or description to differentiate models. + builder : Builder, optional (Default: None) + A `.Builder` instance to keep track of build functions. + If None, the default builder will be used. + + Attributes + ---------- + builder : Builder + The build functions used by this model. + dt : float + The length of a simulator timestep, in seconds. + label : str or None + A name or description to differentiate models. + objs : dict + Dictionary mapping from Nengo objects to Nengo Loihi objects. + params : dict + Mapping from objects to namedtuples containing parameters generated + in the build process. + probes : list + List of all probes. Probes must be added to this list in the build + process, as this list is used by Simulator. + seeded : dict + All objects are assigned a seed, whether the user defined the seed + or it was automatically generated. 'seeded' keeps track of whether + the seed is user-defined. We consider the seed to be user-defined + if it was set directly on the object, or if a seed was set on the + network in which the object resides, or if a seed was set on any + ancestor network of the network in which the object resides. + seeds : dict + Mapping from objects to the integer seed assigned to that object. """ def __init__(self, dt=0.001, label=None, builder=None): super(Model, self).__init__() diff --git a/nengo_loihi/config.py b/nengo_loihi/config.py index 3a42f1441..b27d6cc48 100644 --- a/nengo_loihi/config.py +++ b/nengo_loihi/config.py @@ -3,7 +3,26 @@ def add_params(network): - """Create custom config options for nengo_loihi""" + """Add nengo_loihi config option to *network*. + + The following options will be added: + + `nengo.Ensemble` + * ``on_chip``: Whether the ensemble should be simulated + on a Loihi chip. Marking specific ensembles for simulation + off of a Loihi chip can help with debugging. + + Examples + -------- + + >>> with nengo.Network() as model: + ... ens = nengo.Ensemble(10, dimensions=1) + ... # By default, ens will be placed on a Loihi chip + ... nengo_loihi.add_params(model) + ... model.config[ens].on_chip = False + ... # Now it will be simulated with Nengo + + """ config = network.config cfg = config[nengo.Ensemble] @@ -13,5 +32,14 @@ def add_params(network): def set_defaults(): + """Modify Nengo's default parameters for better performance with Loihi. + + The following defaults will be modified: + + `nengo.Ensemble` + * ``max_rates``: Set to ``Uniform(low=100, high=120)`` + * ``intercepts``: Set to ``Uniform(low=-0.5, high=0.5)`` + + """ nengo.Ensemble.max_rates.default = nengo.dists.Uniform(100, 120) nengo.Ensemble.intercepts.default = nengo.dists.Uniform(-0.5, 0.5) diff --git a/nengo_loihi/loihi_cx.py b/nengo_loihi/loihi_cx.py index 1e4417496..a9b408e2a 100644 --- a/nengo_loihi/loihi_cx.py +++ b/nengo_loihi/loihi_cx.py @@ -384,7 +384,15 @@ def get_simulator(self, seed=None): class CxSimulator(object): - """Numerical simulation of chip behaviour given a CxModel""" + """Software emulator for Loihi chip. + + Parameters + ---------- + model : Model + Model specification that will be simulated. + seed : int, optional (Default: None) + A seed for all stochastic operations done in this simulator. + """ def __init__(self, model, seed=None): self.build(model, seed=seed) @@ -393,6 +401,7 @@ def __init__(self, model, seed=None): self._probe_filter_pos = {} def build(self, model, seed=None): # noqa: C901 + """Set up NumPy arrays to emulate chip memory and I/O.""" if seed is None: seed = np.random.randint(2**31 - 1) @@ -514,6 +523,8 @@ def noiseGen(n=self.n_cx, rng=self.rng): self.noiseTarget = noiseTarget def step(self): # noqa: C901 + """Advance the simulation by 1 step (``dt`` seconds).""" + # --- connections self.q[:-1] = self.q[1:] # advance delays self.q[-1] = 0 @@ -618,6 +629,13 @@ def step(self): # noqa: C901 self.t += 1 def run_steps(self, steps): + """Simulate for the given number of ``dt`` steps. + + Parameters + ---------- + steps : int + Number of steps to run the simulation for. + """ for _ in range(steps): self.step() diff --git a/nengo_loihi/loihi_interface.py b/nengo_loihi/loihi_interface.py index acc2fde3a..c3f79d3a5 100644 --- a/nengo_loihi/loihi_interface.py +++ b/nengo_loihi/loihi_interface.py @@ -363,9 +363,22 @@ def build_probe(n2core, core, group, probe, cx_idxs): class LoihiSimulator(object): + """Simulator to place a Model onto a Loihi board and run it. + + Parameters + ---------- + cx_model : CxModel + Model specification that will be placed on the Loihi board. + seed : int, optional (Default: None) + A seed for stochastic operations. + + .. warning :: Setting the seed has no effect on stochastic + operations run on the Loihi board. + snip_max_spikes_per_step : int, optional (Default: 50) + Maximum number of spikes that can be sent through + the nengo_io_h2c channel on one timestep. """ - Simulator to place CxModel onto board and run it. - """ + def __init__(self, cx_model, seed=None, snip_max_spikes_per_step=50): self.n2board = None self._probe_filters = {} diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index 14a908f3c..2113cfaf4 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -72,6 +72,71 @@ def reset(self): class Simulator(object): + """Nengo Loihi simulator for Loihi hardware and emulator. + + The simulator takes a `nengo.Network` and builds internal data structures + to run the model defined by that network on Loihi emulator or hardware. + Run the simulator with the `.Simulator.run` method, and access probed data + through the ``data`` attribute. + + Building and running the simulation allocates resources. To properly free + these resources, call the `.Simulator.close` method. Alternatively, + `.Simulator.close` will automatically be called if you use + ``with`` syntax:: + + with nengo_loihi.Simulator(my_network) as sim: + sim.run(0.1) + print(sim.data[my_probe]) + + Note that the ``data`` attribute is still accessible even when a simulator + has been closed. Running the simulator, however, will raise an error. + + Parameters + ---------- + network : Network or None + A network object to be built and then simulated. If None, + then the *model* parameter must be provided instead. + dt : float, optional (Default: 0.001) + The length of a simulator timestep, in seconds. + seed : int, optional (Default: None) + A seed for all stochastic operators used in this simulator. + Will be set to ``network.seed + 1`` if not given. + model : Model, optional (Default: None) + A `.Model` that contains build artifacts to be simulated. + Usually the simulator will build this model for you; however, if you + want to build the network manually, or you want to inject build + artifacts in the model before building the network, then you can + pass in a `.Model` instance. + precompute : bool, optional (Default: True) + Whether model inputs should be precomputed to speed up simulation. + When *precompute* is False, the simulator will be run one step + at a time in order to use model outputs as inputs in other parts + of the model. + target : str, optional (Default: None) + Whether the simulator should target the emulator (``'sim'``) or + Loihi hardware (``'loihi'``). If None, *target* will default to + ``'loihi'`` if NxSDK is installed, and the emulator if it is not. + + Attributes + ---------- + closed : bool + Whether the simulator has been closed. + Once closed, it cannot be reopened. + data : ProbeDict + The dictionary mapping from Nengo objects to the data associated + with those objects. In particular, each `nengo.Probe` maps to + the data probed while running the simulation. + model : Model + The `.Model` containing the data structures necessary for + simulating the network. + precompute : bool + Whether model inputs should be precomputed to speed up simulation. + When *precompute* is False, the simulator will be run one step + at a time in order to use model outputs as inputs in other parts + of the model. + + """ + # 'unsupported' defines features unsupported by a simulator. # The format is a list of tuples of the form `(test, reason)` with `test` # being a string with wildcards (*, ?, [abc], [!abc]) matched against Nengo @@ -211,7 +276,7 @@ def __exit__(self, exc_type, exc_value, traceback): @property def dt(self): - """(float) The time step of the simulator.""" + """(float) The step time of the simulator.""" return self.model.dt @dt.setter @@ -233,10 +298,9 @@ def close(self): Any call to `.Simulator.run`, `.Simulator.run_steps`, `.Simulator.step`, and `.Simulator.reset` on a closed simulator raises - a `.SimulatorClosed` exception. + a ``SimulatorClosed`` exception. """ self.closed = True - self.signals = None # signals may no longer exist on some backends def _probe(self): """Copy all probed signals to buffers.""" @@ -263,8 +327,6 @@ def _probe(self): assert len(self._probe_outputs[probe]) == self.n_steps def _probe_step_time(self): - # self._n_steps = self.signals[self.model.step].item() - # self._time = self.signals[self.model.time].item() self._time = self._n_steps * self.dt def reset(self, seed=None): @@ -286,23 +348,28 @@ def reset(self, seed=None): self._n_steps = 0 - # reset signals - # for key in self.signals: - # self.signals.reset(key) - - # rebuild steps (resets ops with their own state, like Processes) - # self.rng = np.random.RandomState(self.seed) - # self._steps = [op.make_step(self.signals, self.dt, self.rng) - # for op in self._step_order] - # clear probe data for probe in self.model.probes: self._probe_outputs[probe] = [] self.data.reset() - # self._probe_step_time() - def run(self, time_in_seconds): + """Simulate for the given length of time. + + If the given length of time is not a multiple of ``dt``, + it will be rounded to the nearest ``dt``. For example, if ``dt`` + is 0.001 and ``run`` is called with ``time_in_seconds=0.0006``, + the simulator will advance one timestep, resulting in the actual + simulator time being 0.001. + + The given length of time must be positive. The simulator cannot + be run backwards. + + Parameters + ---------- + time_in_seconds : float + Amount of time to run the simulation for. Must be positive. + """ if time_in_seconds < 0: raise ValidationError("Must be positive (got %g)" % (time_in_seconds,), attr="time_in_seconds") @@ -323,6 +390,13 @@ def step(self): self.run_steps(1) def run_steps(self, steps): + """Simulate for the given number of ``dt`` steps. + + Parameters + ---------- + steps : int + Number of steps to run the simulation for. + """ if self.closed: raise SimulatorClosed("Simulator cannot run because it is closed.") @@ -545,7 +619,7 @@ def handle_chip2host_communications(self): # noqa: C901 else: raise NotImplementedError() - def trange(self, dt=None): + def trange(self, sample_every=None): """Create a vector of times matching probed data. Note that the range does not start at 0 as one might expect, but at @@ -553,10 +627,10 @@ def trange(self, dt=None): Parameters ---------- - dt : float, optional (Default: None) + sample_every : float, optional (Default: None) The sampling period of the probe to create a range for. - If None, the simulator's ``dt`` will be used. + If None, a time value for every ``dt`` will be produced. """ - dt = self.dt if dt is None else dt - n_steps = int(self.n_steps * (self.dt / dt)) - return dt * np.arange(1, n_steps + 1) + period = 1 if sample_every is None else sample_every / self.dt + steps = np.arange(1, self.n_steps + 1) + return self.dt * steps[steps % period < 1] diff --git a/nengo_loihi/tests/test_examples.py b/nengo_loihi/tests/test_examples.py index eefa2f8af..efcc625ad 100644 --- a/nengo_loihi/tests/test_examples.py +++ b/nengo_loihi/tests/test_examples.py @@ -7,7 +7,7 @@ examples_dir = os.path.realpath(os.path.join( - os.path.dirname(__file__), os.pardir, os.pardir, "examples" + os.path.dirname(__file__), os.pardir, os.pardir, "docs", "examples" )) From cfe42bcb3c08f1b72df0693a6e82ce9864e781ae Mon Sep 17 00:00:00 2001 From: Daniel Rasmussen Date: Mon, 13 Aug 2018 17:11:30 -0300 Subject: [PATCH 02/19] Fix n_steps in shape demo The input stream has shape `(n_steps, input_dimensions)`, so before we were always running for `input_dimensions` (390) timesteps. --- docs/examples/keyword_spotting.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/examples/keyword_spotting.ipynb b/docs/examples/keyword_spotting.ipynb index 4eb5fca10..60e70c6f8 100644 --- a/docs/examples/keyword_spotting.ipynb +++ b/docs/examples/keyword_spotting.ipynb @@ -272,7 +272,7 @@ " return stream[ti % len(stream)]\n", "\n", " model.inp.output = play_stream\n", - " n_steps = stream.shape[1]\n", + " n_steps = stream.shape[0]\n", "\n", " sim = nengo_loihi.Simulator(model, dt=dt, precompute=True)\n", " with sim:\n", From d14606b63d86bc58de5eecbd55f3150fd75b078c Mon Sep 17 00:00:00 2001 From: Eric Hunsberger Date: Thu, 16 Aug 2018 17:06:33 -0400 Subject: [PATCH 03/19] Remove second confusing VTH_MAX And add a docstring for loihi_api.VthProfile. --- nengo_loihi/loihi_api.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/nengo_loihi/loihi_api.py b/nengo_loihi/loihi_api.py index 440748f41..21c657f81 100644 --- a/nengo_loihi/loihi_api.py +++ b/nengo_loihi/loihi_api.py @@ -314,8 +314,14 @@ def validate(self, core=None): class VthProfile(Profile): - VTH_MAX = 2**17 - 1 - + """Represents the VthProfile of a compartment (Cx). + + Attributes + ---------- + vth : int + The mantissa of the voltage threshold for a compartment. To get the + actual voltage threshold, this is multiplied by VTH_EXP (64). + """ params = ('vth',) def __init__(self, vth): @@ -323,7 +329,7 @@ def __init__(self, vth): self.vth = vth def validate(self, core=None): - assert 0 < self.vth <= self.VTH_MAX + assert 0 < self.vth <= VTH_MAN_MAX # if core is not None: # assert self.realVth < core.dendrite_shared_cfg.v_max From ea5482be21ba9f93bc620782762c642f736f2317 Mon Sep 17 00:00:00 2001 From: Daniel Rasmussen Date: Tue, 3 Jul 2018 17:23:24 -0400 Subject: [PATCH 04/19] Add MNIST pseudo-conv net example Co-authored-by: Eric Hunsberger --- sandbox/dl/mnist_pseudo_conv.py | 207 ++++++++++++++++++++++++++++++++ 1 file changed, 207 insertions(+) create mode 100644 sandbox/dl/mnist_pseudo_conv.py diff --git a/sandbox/dl/mnist_pseudo_conv.py b/sandbox/dl/mnist_pseudo_conv.py new file mode 100644 index 000000000..38d8f01d0 --- /dev/null +++ b/sandbox/dl/mnist_pseudo_conv.py @@ -0,0 +1,207 @@ +# TODO: add some more advanced discretization logic, or modify the training +# in some way that will result in weights more amenable to discretization + +# TODO: I believe the performance used to be better, (currently around 12% +# error) and was negatively impacted by some recent change, but need to +# track that down + +import collections +import gzip +import os +import pickle +from urllib.request import urlretrieve +import zipfile + +import numpy as np +import matplotlib.pyplot as plt +import tensorflow as tf + +import nengo +import nengo_dl +import nengo_loihi + +# load mnist dataset +if not os.path.exists('mnist.pkl.gz'): + urlretrieve('http://deeplearning.net/data/mnist/mnist.pkl.gz', + 'mnist.pkl.gz') + +with gzip.open('mnist.pkl.gz') as f: + train_data, _, test_data = pickle.load(f, encoding="latin1") +train_data = list(train_data) +test_data = list(test_data) +for data in (train_data, test_data): + one_hot = np.zeros((data[0].shape[0], 10)) + one_hot[np.arange(data[0].shape[0]), data[1]] = 1 + data[1] = one_hot + + +def pseudo_conv(input, input_shape, kernel_shape, kernel_stride, n_filters): + """Create a set of ensembles with sparsely tiled connections from the + input.""" + + input_inds = np.reshape(np.arange(len(input)), input_shape) + + row_range = np.arange(0, input_shape[0] - kernel_shape[0] + 1, + kernel_stride[0]) + col_range = np.arange(0, input_shape[1] - kernel_shape[1] + 1, + kernel_stride[1]) + output = nengo.Node(size_in=len(row_range) * len(col_range) * n_filters) + ensembles = [] + for i, row in enumerate(row_range): + for j, col in enumerate(col_range): + ens = nengo.Ensemble(n_filters, 1).neurons + ensembles.append(ens) + + input_idxs = np.ravel(input_inds[ + row:row + kernel_shape[0], + col:col + kernel_shape[1]]) + + nengo.Connection(input[input_idxs], ens, + transform=nengo_dl.dists.He()) + + output_idx = (i * len(col_range) + j) * n_filters + c = nengo.Connection( + ens, output[output_idx:output_idx + n_filters]) + + # set connections to the passthrough nodes non-trainable + conf = nengo.Config.context[-1] + conf[c].trainable = False + + return output, ensembles + + +# build the network +with nengo.Network(seed=0) as net: + # set up default parameters + net.config[nengo.Ensemble].neuron_type = nengo.LIFRate( + amplitude=0.01) + net.config[nengo.Ensemble].max_rates = nengo.dists.Choice([100]) + net.config[nengo.Ensemble].intercepts = nengo.dists.Choice([0]) + net.config[nengo.Connection].synapse = None + nengo_dl.configure_settings(trainable=None) + nengo_loihi.add_params(net) + + # input node + presentation_time = 0.1 + inp = nengo.Node( + nengo.processes.PresentInput(test_data[0], presentation_time), + size_in=0, size_out=28 * 28) + + # convolutional layer + conv_layer, ens = pseudo_conv(inp, (28, 28, 1), (7, 7), (3, 3), 64) + + # dense layer + dense_layer = nengo.Ensemble(128, 1).neurons + nengo.Connection(conv_layer, dense_layer, transform=nengo_dl.dists.He()) + # note: we could connect directly ensemble-to-ensemble (rather than + # going through a passthrough node), but we run out of synapse memory + # for e in ens: + # nengo.Connection(e, dense_layer, transform=nengo_dl.dists.He()) + + # linear readout + out = nengo.Node(label='out', size_in=10) + nengo.Connection(dense_layer, out, transform=nengo_dl.dists.He()) + + out_p = nengo.Probe(out) + + # debugging probes + # inp_p = nengo.Probe(inp, label="input") + # conv_p = nengo.Probe(conv_layer, label="conv") + # ens_p = nengo.Probe(ens[0], label="ens") + # dense_p = nengo.Probe(dense_layer, label="dense") + +# set up training/test data +train_inputs = {inp: train_data[0][:, None, :]} +train_targets = {out_p: train_data[1][:, None, :]} +test_inputs = {inp: test_data[0][:, None, :]} +test_targets = {out_p: test_data[1][:, None, :]} + + +def crossentropy(outputs, targets): + """Cross-entropy loss function (for training).""" + return tf.nn.softmax_cross_entropy_with_logits_v2(logits=outputs, + labels=targets) + + +def classification_error(outputs, targets): + """Classification error function (for testing).""" + return 100 * tf.reduce_mean( + tf.cast(tf.not_equal(tf.argmax(outputs[:, -1], axis=-1), + tf.argmax(targets[:, -1], axis=-1)), + tf.float32)) + + +# train our network in NengoDL +with nengo_dl.Simulator(net, minibatch_size=256) as sim: + print("error before training: %.2f%%" % + sim.loss(test_inputs, test_targets, classification_error)) + + # run training + sim.train(train_inputs, train_targets, + tf.train.RMSPropOptimizer(learning_rate=0.001), + objective=crossentropy, + n_epochs=10) + + print("error after training: %.2f%%" % + sim.loss(test_inputs, test_targets, classification_error)) + + # store trained parameters back into the network + sim.freeze_params(net) + +# convert neurons to spiking LIF and add synapse to output probe +for ens in net.all_ensembles: + ens.neuron_type = nengo.LIF(amplitude=0.01) +out_p.synapse = 0.02 + + +def plot_results(sim): + """Output results from the given Simulator.""" + + # classification error + data = np.reshape(sim.data[out_p], + (-1, int(presentation_time / sim.dt), 10)) + print("error: %.2f%%" % (100 * np.mean( + np.argmax(data[:, -1], axis=-1) != + np.argmax(test_data[1][:data.shape[0]], axis=-1)))) + + # plot some examples + n_examples = 5 + f, axes = plt.subplots(2, n_examples) + for i in range(n_examples): + axes[0][i].imshow(np.reshape(test_data[0][i], (28, 28))) + + axes[1][i].plot(data[i]) + if i == 0: + axes[1][i].legend([str(i) for i in range(10)], loc="upper left") + axes[1][i].set_xlabel("time") + axes[1][i].set_title(str(np.argmax(data[i, -1]))) + + # for p in (inp_p, conv_p, ens_p, dense_p): + # print(p) + # data = sim.data[p][:int(presentation_time / sim.dt)] + # print(np.min(data), np.mean(data), np.max(data)) + # + # rates = np.sum(data > 0, axis=0) / presentation_time + # print(np.min(rates), np.mean(rates), np.max(rates)) + # + # plt.figure() + # plt.plot(data) + # plt.title(p.label) + + +# run in default nengo simulator +print("NENGO") +n_test = 200 +with nengo.Simulator(net) as sim: + sim.run(presentation_time * n_test) + +plot_results(sim) + +# run in nengo_loihi simulator +print("NENGO_LOIHI") +with nengo_loihi.Simulator(net, precompute=False) as sim: + sim.run(presentation_time * n_test) + +plot_results(sim) + +plt.show() From da7be192e2bed7f1bac8a90f117a6319eca0c041 Mon Sep 17 00:00:00 2001 From: Trevor Bekolay Date: Fri, 17 Aug 2018 11:24:28 -0400 Subject: [PATCH 05/19] Match learning rates to Nengo For both the emulator and hardware. Note that these are set to match for the learn_communication_channel notebook, and won't necessarily match in other places, but since we render this notebook in the docs it's important that it matches Nengo here. --- nengo_loihi/builder.py | 5 +++-- nengo_loihi/simulator.py | 4 +++- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/nengo_loihi/builder.py b/nengo_loihi/builder.py index 903c6c059..37341c690 100644 --- a/nengo_loihi/builder.py +++ b/nengo_loihi/builder.py @@ -584,8 +584,9 @@ def build_connection(model, conn): if conn.learning_rule_type is not None: if isinstance(conn.learning_rule_type, nengo.PES): pes_learn_rate = conn.learning_rule_type.learning_rate - # scale learning rates such that the default would be 10 - pes_learn_rate *= 10 / nengo.PES.learning_rate.default + # scale learning rates to roughly match Nengo + # 1e-4 is the Nengo core default learning rate + pes_learn_rate *= 4 / 1e-4 assert isinstance(conn.learning_rule_type.pre_synapse, nengo.synapses.Lowpass) pes_pre_syn = conn.learning_rule_type.pre_synapse.tau diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index 2113cfaf4..8e2f90371 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -448,6 +448,7 @@ def handle_host2chip_communications(self): # noqa: C901 if self.precompute or self.host_sim is not None: # go through the list of host2chip connections for sender, receiver in self.host2chip_senders.items(): + learning_rate = 50 # This is set to match hardware if isinstance(receiver, splitter.PESModulatoryTarget): for t, x in sender.queue: probe = receiver.target @@ -457,7 +458,8 @@ def handle_host2chip_communications(self): # noqa: C901 z = self.simulator.z[dec_syn] x = np.hstack([-x, x]) - delta_w = np.outer(z, x) + + delta_w = np.outer(z, x) * learning_rate for i, w in enumerate(dec_syn.weights): w += delta_w[i].astype('int32') From 8c23740ddca58a9b4ecce8f452b3bf6b8dd971dc Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Fri, 10 Aug 2018 06:14:34 -0400 Subject: [PATCH 06/19] Moved spike generator into snips --- nengo_loihi/loihi_interface.py | 11 ++++- nengo_loihi/simulator.py | 63 ++++++++++++++----------- nengo_loihi/snips/nengo_io.c.template | 67 ++++++++++++++++++++++++--- nengo_loihi/splitter.py | 15 ++---- sandbox/snips/learn-multi.py | 40 ++++++++++++++++ 5 files changed, 149 insertions(+), 47 deletions(-) create mode 100644 sandbox/snips/learn-multi.py diff --git a/nengo_loihi/loihi_interface.py b/nengo_loihi/loihi_interface.py index c3f79d3a5..092ce0c3b 100644 --- a/nengo_loihi/loihi_interface.py +++ b/nengo_loihi/loihi_interface.py @@ -509,6 +509,14 @@ def create_io_snip(self): if core.learning_coreid: n_errors += 1 + n_inputs = 0 + for chip in self.board.chips: + for core in chip.cores: + for inp, cx_ids in core.iterate_inputs(): + axon_ids = inp.axon_ids[0] + assert len(axon_ids) % 2 == 0 + n_inputs += len(axon_ids) //2 + n_outputs = 1 probes = [] cores = set() @@ -533,6 +541,7 @@ def create_io_snip(self): code = template.render( n_outputs=n_outputs, n_errors=n_errors, + n_inputs=n_inputs, cores=cores, probes=probes, ) @@ -559,7 +568,7 @@ def create_io_snip(self): phase="preLearnMgmt", ) - size = self.snip_max_spikes_per_step * 2 + 1 + n_errors*2 + size = n_inputs + n_errors*2 logger.debug("Creating nengo_io_h2c channel") self.nengo_io_h2c = self.n2board.createChannel(b'nengo_io_h2c', "int", size) diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index 8e2f90371..53fd08876 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -1,5 +1,6 @@ import collections import logging +import timeit import warnings import numpy as np @@ -425,15 +426,22 @@ def run_steps(self, steps): elif self.host_sim is not None: self.loihi.create_io_snip() self.loihi.run_steps(steps, async=True) + + targets = self.determine_spike_targets() + self.loihi.nengo_io_h2c.write(len(targets), targets) + + start = timeit.default_timer() for i in range(steps): self.host_sim.run_steps(1) self.handle_host2chip_communications() self.handle_chip2host_communications() + end = timeit.default_timer() + self.time_per_step = (end - start) / steps logger.info("Waiting for completion") - self.loihi.nengo_io_h2c.write(1, [0]) - self.loihi.nengo_io_h2c.write(1, [0]) - self.loihi.nengo_io_h2c.write(1, [0]) + #self.loihi.nengo_io_h2c.write(1, [0]) + #self.loihi.nengo_io_h2c.write(1, [0]) + #self.loihi.nengo_io_h2c.write(1, [0]) self.loihi.wait_for_completion() logger.info("done") else: @@ -443,6 +451,22 @@ def run_steps(self, steps): logger.info("Finished running for %d steps", steps) self._probe() + def determine_spike_targets(self): + spike_targets = [] + for sender, receiver in self.host2chip_senders.items(): + if not isinstance(receiver, splitter.PESModulatoryTarget): + inp = receiver.cx_spike_input + assert len(inp.axon_ids) == 1 # TODO: handle len>1 + axon_ids = inp.axon_ids[0] + half = len(axon_ids)//2 + for i in range(len(axon_ids)//2): + assert axon_ids[i][0] == 0 + assert axon_ids[i][1] == axon_ids[half+i][1] + spike_targets.extend((axon_ids[i][1], axon_ids[i][2], + axon_ids[half+i][2])) + return spike_targets + + def handle_host2chip_communications(self): # noqa: C901 if self.simulator is not None: if self.precompute or self.host_sim is not None: @@ -512,33 +536,16 @@ def handle_host2chip_communications(self): # noqa: C901 del sender.queue[:] else: + latest = None for t, x in sender.queue: - receiver.receive(t, x) + latest = x del sender.queue[:] - spike_input = receiver.cx_spike_input - sent_count = spike_input.sent_count - axon_ids = spike_input.axon_ids - spikes = spike_input.spikes - while sent_count < len(spikes): - for j, s in enumerate(spikes[sent_count]): - if s: - for output_axon in axon_ids: - to_send.append(output_axon[j]) - sent_count += 1 - spike_input.sent_count = sent_count - - max_spikes = self.loihi.snip_max_spikes_per_step - if len(to_send) > max_spikes: - warnings.warn("Too many spikes (%d) sent in one time " - "step. Increase the value of " - "snip_max_spikes_per_step (currently " - "set to %d)" % (len(to_send), max_spikes)) - del to_send[max_spikes:] - - msg = [len(to_send)] - for spike in to_send: - assert spike[0] == 0 - msg.extend(spike[1:3]) + if latest is not None: + msg = (x * (1<<15)).astype(int) + to_send.extend(msg.tolist()) + + msg = [] + msg.extend(to_send) for error in errors: assert len(error) == 2 msg.extend(error) diff --git a/nengo_loihi/snips/nengo_io.c.template b/nengo_loihi/snips/nengo_io.c.template index 14c6c55ba..cc7e84170 100644 --- a/nengo_loihi/snips/nengo_io.c.template +++ b/nengo_loihi/snips/nengo_io.c.template @@ -2,9 +2,16 @@ #include #include "nengo_io.h" +#define N_INPUTS {{ n_inputs }} #define N_OUTPUTS {{ n_outputs }} #define N_ERRORS {{ n_errors }} +#define IDX_SPIKE_TARGETS (N_ERRORS * 2) +#define IDX_VALUES (IDX_SPIKE_TARGETS + (N_INPUTS*3)) +#define IDX_POS_ACCUMULATORS (IDX_VALUES + (N_INPUTS*3)*4) +#define IDX_NEG_ACCUMULATORS (IDX_POS_ACCUMULATORS + (N_INPUTS*3)*4) + + int guard_io(runState *s) { return 1; } @@ -17,27 +24,73 @@ void nengo_io(runState *s) { int inChannel = getChannelID("nengo_io_h2c"); int outChannel = getChannelID("nengo_io_c2h"); int32_t count[1]; - int32_t spike[2]; + int32_t spike[3]; int32_t error[2]; int32_t output[N_OUTPUTS]; + int32_t *value = (int32_t*)(s->userData+IDX_VALUES); + int32_t *pos_accum = (int32_t*)(s->userData+IDX_POS_ACCUMULATORS); + int32_t *neg_accum = (int32_t*)(s->userData+IDX_NEG_ACCUMULATORS); + if (inChannel == -1 || outChannel == -1) { printf("Got an invalid channel ID\n"); return; } + if (s->time == 1) { + printf("initializing\n"); + for (int i=0; iuserData[IDX_SPIKE_TARGETS+(i*3)+0] = spike[0]; + s->userData[IDX_SPIKE_TARGETS+(i*3)+1] = spike[1]; + s->userData[IDX_SPIKE_TARGETS+(i*3)+2] = spike[2]; + printf(" spike target %d: (%d %d %d)\n", + i, spike[0], spike[1], spike[2]); + } + } + if (s->time % 100 == 0) { printf("time %d\n", s->time); } - readChannel(inChannel, count, 1); + //readChannel(inChannel, count, 1); // printf("count %d\n", count[0]); - for (int i=0; i < count[0]; i++) { - readChannel(inChannel, spike, 2); - // printf("send spike %d.%d\n", spike[0], spike[1]); - coreId = (CoreId) { .id=spike[0] }; - nx_send_discrete_spike(s->time, coreId, spike[1]); + for (int i=0; i < N_INPUTS; i++) { + readChannel(inChannel, spike, 1); + //printf("stim value %d.%d\n", i, spike[0]); + value[i] = spike[0]; + } + + for (int i=0; i < N_INPUTS; i++) { + //printf("%d value:%d accum:%d\n"); + pos_accum[i] += (value[i] + (1<<15)); + if (pos_accum[i] >= (1<<16)) { + uint8_t core = s->userData[IDX_SPIKE_TARGETS+(i*3)]; + uint8_t cx = s->userData[IDX_SPIKE_TARGETS+(i*3)+1]; + //printf(" spike %d.%d\n", core, cx); + + coreId = (CoreId) { .id=core }; + nx_send_discrete_spike(s->time, coreId, cx); + + pos_accum[i] -= (1<<16); + } else if (pos_accum[i] < 0) { + pos_accum[i] = 0; + } + + neg_accum[i] += (-value[i] + (1<<15)); + if (neg_accum[i] >= (1<<16)) { + uint8_t core = s->userData[IDX_SPIKE_TARGETS+(i*3)]; + uint8_t cx = s->userData[IDX_SPIKE_TARGETS+(i*3)+2]; + //printf(" spike %d.%d\n", core, cx); + + coreId = (CoreId) { .id=core }; + nx_send_discrete_spike(s->time, coreId, cx); + + neg_accum[i] -= (1<<16); + } else if (neg_accum[i] < 0) { + neg_accum[i] = 0; + } } // Communicate with learning snip diff --git a/nengo_loihi/splitter.py b/nengo_loihi/splitter.py index a6bc7b078..6a8d0d539 100644 --- a/nengo_loihi/splitter.py +++ b/nengo_loihi/splitter.py @@ -180,13 +180,7 @@ def split(model, inter_rate, inter_n): # noqa: C901 with host: max_rate = inter_rate * inter_n assert max_rate <= 1000 - - logger.debug("Creating NIF ensemble for %s", c) - ens = nengo.Ensemble( - 2 * dim, dim, neuron_type=NIF(tau_ref=0.0), - encoders=np.vstack([np.eye(dim), -np.eye(dim)]), - max_rates=[max_rate] * dim + [max_rate] * dim, - intercepts=[-1] * dim + [-1] * dim) + # TODO: move the above check elsewhere # scale the input spikes based on the radius of the # target ensemble @@ -196,15 +190,14 @@ def split(model, inter_rate, inter_n): # noqa: C901 scaling = 1.0 logger.debug("Creating HostSendNode for %s", c) - send = HostSendNode(dim * 2) - nengo.Connection(c.pre, ens, + send = HostSendNode(dim) + nengo.Connection(c.pre, send, function=c.function, solver=c.solver, eval_points=c.eval_points, scale_eval_points=c.scale_eval_points, - synapse=None, + synapse=c.synapse, transform=c.transform * scaling) - nengo.Connection(ens.neurons, send, synapse=None) host2chip_senders[send] = receive elif pre_onchip and not post_onchip: dim = c.size_out diff --git a/sandbox/snips/learn-multi.py b/sandbox/snips/learn-multi.py new file mode 100644 index 000000000..e05ec4c64 --- /dev/null +++ b/sandbox/snips/learn-multi.py @@ -0,0 +1,40 @@ +import nengo +import nengo_loihi +import numpy as np + +D = 3 + +with nengo.Network(seed=1) as model: + stim = nengo.Node(lambda t: [0.5]*D) + + a = nengo.Ensemble(500, D, label='a', + max_rates=nengo.dists.Uniform(100, 120), + intercepts=nengo.dists.Uniform(-0.9, 0.9) + ) + nengo.Connection(stim, a, synapse=None) + + def output(t, x): + return x + + out = nengo.Node(output, size_in=1, size_out=1) + c = nengo.Connection(a, out, + learning_rule_type=nengo.PES(learning_rate=1e-3), + function=lambda x: 0, + synapse=0.01) + + error = nengo.Node(None, size_in=1) + + nengo.Connection(out, error, transform=1) + nengo.Connection(stim[0], error, transform=-1) + + nengo.Connection(error, c.learning_rule, transform=1.0) + + p = nengo.Probe(out, synapse=0.05) + +T = 0.01 +with nengo_loihi.Simulator(model, precompute=False) as sim: + sim.run(T) + +print(sim.time_per_step) + +print(sim.data[p][-10:]) From e77a8dcf2808c6214e3d3c40e896266a0d013df5 Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Sun, 12 Aug 2018 18:35:02 -0400 Subject: [PATCH 07/19] Added snip_io_steps to control communication rate --- nengo_loihi/loihi_interface.py | 9 ++++--- nengo_loihi/simulator.py | 14 +++++----- nengo_loihi/snips/nengo_io.c.template | 37 +++++++++++++++------------ 3 files changed, 34 insertions(+), 26 deletions(-) diff --git a/nengo_loihi/loihi_interface.py b/nengo_loihi/loihi_interface.py index 092ce0c3b..f7e1735fb 100644 --- a/nengo_loihi/loihi_interface.py +++ b/nengo_loihi/loihi_interface.py @@ -490,7 +490,7 @@ def get_probe_output(self, probe): x = x if cx_probe.weights is None else np.dot(x, cx_probe.weights) return self._filter_probe(cx_probe, x) - def create_io_snip(self): + def create_io_snip(self, io_steps): # snips must be created before connecting assert not self.is_connected() @@ -542,6 +542,7 @@ def create_io_snip(self): n_outputs=n_outputs, n_errors=n_errors, n_inputs=n_inputs, + io_steps=io_steps, cores=cores, probes=probes, ) @@ -570,11 +571,13 @@ def create_io_snip(self): size = n_inputs + n_errors*2 logger.debug("Creating nengo_io_h2c channel") + # double the size of the buffers so we don't have to be in lock-step self.nengo_io_h2c = self.n2board.createChannel(b'nengo_io_h2c', - "int", size) + "int", size*2) logger.debug("Creating nengo_io_c2h channel") + # double the size of the buffers so we don't have to be in lock-step self.nengo_io_c2h = self.n2board.createChannel(b'nengo_io_c2h', - "int", n_outputs) + "int", n_outputs*2) self.nengo_io_h2c.connect(None, nengo_io) self.nengo_io_c2h.connect(nengo_io, None) self.nengo_io_c2h_count = n_outputs diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index 53fd08876..a0870f5ee 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -148,7 +148,8 @@ class Simulator(object): unsupported = [] def __init__(self, network, dt=0.001, seed=None, model=None, # noqa: C901 - precompute=True, target=None): + precompute=True, target=None, + snip_io_steps=10): self.closed = True # Start closed in case constructor raises exception if model is None: @@ -158,6 +159,7 @@ def __init__(self, network, dt=0.001, seed=None, model=None, # noqa: C901 self.model = model self.precompute = precompute + self.snip_io_steps = snip_io_steps self.chip2host_sent_steps = 0 # how many timesteps have been sent if network is not None: @@ -424,7 +426,7 @@ def run_steps(self, steps): self.handle_chip2host_communications() self.host_post_sim.run_steps(steps) elif self.host_sim is not None: - self.loihi.create_io_snip() + self.loihi.create_io_snip(io_steps=self.snip_io_steps) self.loihi.run_steps(steps, async=True) targets = self.determine_spike_targets() @@ -433,15 +435,13 @@ def run_steps(self, steps): start = timeit.default_timer() for i in range(steps): self.host_sim.run_steps(1) - self.handle_host2chip_communications() - self.handle_chip2host_communications() + if i % self.snip_io_steps == 0: + self.handle_host2chip_communications() + self.handle_chip2host_communications() end = timeit.default_timer() self.time_per_step = (end - start) / steps logger.info("Waiting for completion") - #self.loihi.nengo_io_h2c.write(1, [0]) - #self.loihi.nengo_io_h2c.write(1, [0]) - #self.loihi.nengo_io_h2c.write(1, [0]) self.loihi.wait_for_completion() logger.info("done") else: diff --git a/nengo_loihi/snips/nengo_io.c.template b/nengo_loihi/snips/nengo_io.c.template index cc7e84170..47dff484a 100644 --- a/nengo_loihi/snips/nengo_io.c.template +++ b/nengo_loihi/snips/nengo_io.c.template @@ -11,6 +11,7 @@ #define IDX_POS_ACCUMULATORS (IDX_VALUES + (N_INPUTS*3)*4) #define IDX_NEG_ACCUMULATORS (IDX_POS_ACCUMULATORS + (N_INPUTS*3)*4) +#define IO_STEPS {{ io_steps }} int guard_io(runState *s) { return 1; @@ -49,17 +50,27 @@ void nengo_io(runState *s) { } } - if (s->time % 100 == 0) { + if (s->time % 1000 == 0) { printf("time %d\n", s->time); } //readChannel(inChannel, count, 1); // printf("count %d\n", count[0]); - for (int i=0; i < N_INPUTS; i++) { - readChannel(inChannel, spike, 1); - //printf("stim value %d.%d\n", i, spike[0]); - value[i] = spike[0]; + if (s->time % IO_STEPS == 0) { + for (int i=0; i < N_INPUTS; i++) { + readChannel(inChannel, spike, 1); + //printf(" %d: stim value %d.%d\n", s->time, i, spike[0]); + value[i] = spike[0]; + } + + // Communicate with learning snip + for (int i=0; i < N_ERRORS; i++) { + readChannel(inChannel, error, 2); + // printf("send error %d.%d\n", error[0], error[1]); + s->userData[0] = error[0]; + s->userData[1] = error[1]; + } } for (int i=0; i < N_INPUTS; i++) { @@ -93,18 +104,12 @@ void nengo_io(runState *s) { } } - // Communicate with learning snip - for (int i=0; i < N_ERRORS; i++) { - readChannel(inChannel, error, 2); - // printf("send error %d.%d\n", error[0], error[1]); - s->userData[0] = error[0]; - s->userData[1] = error[1]; - } - - output[0] = s->time; + if ((IO_STEPS==1) || (s->time % IO_STEPS == 1)) { + output[0] = s->time; {% for n_out, core, cx in probes %} - output[{{ n_out }}] = core{{ core }}->cx_state[{{ cx }}].V; + output[{{ n_out }}] = core{{ core }}->cx_state[{{ cx }}].V; {% endfor %} - writeChannel(outChannel, output, N_OUTPUTS); + writeChannel(outChannel, output, N_OUTPUTS); + } } From 03a6d42a3c88def22520a76bc58b805a9365605e Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Sun, 12 Aug 2018 18:47:00 -0400 Subject: [PATCH 08/19] Only move spike generators to be on-chip for loihi --- nengo_loihi/simulator.py | 18 ++++++++++-------- nengo_loihi/splitter.py | 40 +++++++++++++++++++++++++++++----------- 2 files changed, 39 insertions(+), 19 deletions(-) diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index a0870f5ee..4a1c10d0b 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -161,6 +161,13 @@ def __init__(self, network, dt=0.001, seed=None, model=None, # noqa: C901 self.precompute = precompute self.snip_io_steps = snip_io_steps + if target is None: + try: + import nxsdk + target = 'loihi' + except ImportError: + target = 'sim' + self.chip2host_sent_steps = 0 # how many timesteps have been sent if network is not None: nengo.rc.set("decoder_cache", "enabled", "False") @@ -180,8 +187,10 @@ def __init__(self, network, dt=0.001, seed=None, model=None, # noqa: C901 progress_bar=False) else: # we need online communication + spiking_interneurons_on_host = target != 'loihi' host, chip, h2c, c2h_params, c2h = splitter.split( - network, INTER_RATE, INTER_N) + network, INTER_RATE, INTER_N, + spiking_interneurons_on_host=spiking_interneurons_on_host) network = chip self.chip2host_receivers = c2h self.host2chip_senders = h2c @@ -208,13 +217,6 @@ def __init__(self, network, dt=0.001, seed=None, model=None, # noqa: C901 self.loihi = None self.simulator = None - if target is None: - try: - import nxsdk - target = 'loihi' - except ImportError: - target = 'sim' - if target == 'simreal': logger.info("Using real-valued simulator") self.simulator = self.model.get_simulator(seed=seed) diff --git a/nengo_loihi/splitter.py b/nengo_loihi/splitter.py index 6a8d0d539..d56961100 100644 --- a/nengo_loihi/splitter.py +++ b/nengo_loihi/splitter.py @@ -91,7 +91,8 @@ def __init__(self, dimensions): super(ChipReceiveNeurons, self).__init__(dimensions, dimensions) -def split(model, inter_rate, inter_n): # noqa: C901 +def split(model, inter_rate, inter_n, + spiking_interneurons_on_host=True): # noqa: C901 """Split a model into code running on the host and on-chip""" logger.info("Splitting model into host and chip parts") @@ -180,7 +181,6 @@ def split(model, inter_rate, inter_n): # noqa: C901 with host: max_rate = inter_rate * inter_n assert max_rate <= 1000 - # TODO: move the above check elsewhere # scale the input spikes based on the radius of the # target ensemble @@ -189,15 +189,33 @@ def split(model, inter_rate, inter_n): # noqa: C901 else: scaling = 1.0 - logger.debug("Creating HostSendNode for %s", c) - send = HostSendNode(dim) - nengo.Connection(c.pre, send, - function=c.function, - solver=c.solver, - eval_points=c.eval_points, - scale_eval_points=c.scale_eval_points, - synapse=c.synapse, - transform=c.transform * scaling) + if spiking_interneurons_on_host: + logger.debug("Creating NIF ensemble for %s", c) + ens = nengo.Ensemble( + 2 * dim, dim, neuron_type=NIF(tau_ref=0.0), + encoders=np.vstack([np.eye(dim), -np.eye(dim)]), + max_rates=[max_rate] * dim + [max_rate] * dim, + intercepts=[-1] * dim + [-1] * dim) + logger.debug("Creating HostSendNode for %s", c) + send = HostSendNode(dim * 2) + nengo.Connection(c.pre, ens, + function=c.function, + solver=c.solver, + eval_points=c.eval_points, + scale_eval_points=c.scale_eval_points, + synapse=None, + transform=c.transform * scaling) + nengo.Connection(ens.neurons, send, synapse=None) + else: + logger.debug("Creating HostSendNode for %s", c) + send = HostSendNode(dim) + nengo.Connection(c.pre, send, + function=c.function, + solver=c.solver, + eval_points=c.eval_points, + scale_eval_points=c.scale_eval_points, + synapse=c.synapse, + transform=c.transform * scaling) host2chip_senders[send] = receive elif pre_onchip and not post_onchip: dim = c.size_out From a9eff591369810942f8abd08b2b61145c94301d2 Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Sun, 12 Aug 2018 18:47:57 -0400 Subject: [PATCH 09/19] PEP8 fixes --- nengo_loihi/loihi_interface.py | 2 +- nengo_loihi/simulator.py | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/nengo_loihi/loihi_interface.py b/nengo_loihi/loihi_interface.py index f7e1735fb..220b39874 100644 --- a/nengo_loihi/loihi_interface.py +++ b/nengo_loihi/loihi_interface.py @@ -515,7 +515,7 @@ def create_io_snip(self, io_steps): for inp, cx_ids in core.iterate_inputs(): axon_ids = inp.axon_ids[0] assert len(axon_ids) % 2 == 0 - n_inputs += len(axon_ids) //2 + n_inputs += len(axon_ids) // 2 n_outputs = 1 probes = [] diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index 4a1c10d0b..b13000005 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -468,7 +468,6 @@ def determine_spike_targets(self): axon_ids[half+i][2])) return spike_targets - def handle_host2chip_communications(self): # noqa: C901 if self.simulator is not None: if self.precompute or self.host_sim is not None: @@ -543,7 +542,7 @@ def handle_host2chip_communications(self): # noqa: C901 latest = x del sender.queue[:] if latest is not None: - msg = (x * (1<<15)).astype(int) + msg = (x * (1 << 15)).astype(int) to_send.extend(msg.tolist()) msg = [] From ab549fecd06ad435d8a2374378358f8c81b3b06a Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Sun, 12 Aug 2018 19:02:21 -0400 Subject: [PATCH 10/19] Flake8 fixes --- nengo_loihi/simulator.py | 2 +- nengo_loihi/splitter.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index b13000005..e928d604a 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -394,7 +394,7 @@ def step(self): self.run_steps(1) - def run_steps(self, steps): + def run_steps(self, steps): # noqa: C901 """Simulate for the given number of ``dt`` steps. Parameters diff --git a/nengo_loihi/splitter.py b/nengo_loihi/splitter.py index d56961100..10ea8e429 100644 --- a/nengo_loihi/splitter.py +++ b/nengo_loihi/splitter.py @@ -91,8 +91,8 @@ def __init__(self, dimensions): super(ChipReceiveNeurons, self).__init__(dimensions, dimensions) -def split(model, inter_rate, inter_n, - spiking_interneurons_on_host=True): # noqa: C901 +def split(model, inter_rate, inter_n, # noqa: C901 + spiking_interneurons_on_host=True): """Split a model into code running on the host and on-chip""" logger.info("Splitting model into host and chip parts") From d4e0a15dd7b113ceb9769fc33f5095d28bc5d444 Mon Sep 17 00:00:00 2001 From: Eric Hunsberger Date: Wed, 5 Sep 2018 09:57:11 -0400 Subject: [PATCH 11/19] fixup! Added snip_io_steps to control communication rate --- nengo_loihi/snips/nengo_io.c.template | 3 +++ 1 file changed, 3 insertions(+) diff --git a/nengo_loihi/snips/nengo_io.c.template b/nengo_loihi/snips/nengo_io.c.template index 47dff484a..b3bff7c9d 100644 --- a/nengo_loihi/snips/nengo_io.c.template +++ b/nengo_loihi/snips/nengo_io.c.template @@ -57,6 +57,7 @@ void nengo_io(runState *s) { //readChannel(inChannel, count, 1); // printf("count %d\n", count[0]); + // --- read input values (once every IO_STEPS) if (s->time % IO_STEPS == 0) { for (int i=0; i < N_INPUTS; i++) { readChannel(inChannel, spike, 1); @@ -73,6 +74,7 @@ void nengo_io(runState *s) { } } + // --- turn input values into spikes using accumulators for (int i=0; i < N_INPUTS; i++) { //printf("%d value:%d accum:%d\n"); pos_accum[i] += (value[i] + (1<<15)); @@ -104,6 +106,7 @@ void nengo_io(runState *s) { } } + // --- write output values (once every IO_STEPS) if ((IO_STEPS==1) || (s->time % IO_STEPS == 1)) { output[0] = s->time; {% for n_out, core, cx in probes %} From d89dfa3652bebfe7c08266847c7b1505195ac3d2 Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Mon, 10 Sep 2018 11:57:19 -0400 Subject: [PATCH 12/19] Added code comments for clarity --- nengo_loihi/loihi_interface.py | 3 +++ nengo_loihi/simulator.py | 14 ++++++++++++-- nengo_loihi/snips/nengo_io.c.template | 26 ++++++++++++++++---------- nengo_loihi/splitter.py | 2 ++ 4 files changed, 33 insertions(+), 12 deletions(-) diff --git a/nengo_loihi/loihi_interface.py b/nengo_loihi/loihi_interface.py index 220b39874..e79399e22 100644 --- a/nengo_loihi/loihi_interface.py +++ b/nengo_loihi/loihi_interface.py @@ -514,6 +514,9 @@ def create_io_snip(self, io_steps): for core in chip.cores: for inp, cx_ids in core.iterate_inputs(): axon_ids = inp.axon_ids[0] + # axon_ids are in pairs, due to the positive and + # negative channels, but we just want the number + # of values to send assert len(axon_ids) % 2 == 0 n_inputs += len(axon_ids) // 2 diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index e928d604a..7a377da99 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -460,12 +460,22 @@ def determine_spike_targets(self): inp = receiver.cx_spike_input assert len(inp.axon_ids) == 1 # TODO: handle len>1 axon_ids = inp.axon_ids[0] + # the first half are the positive channels and the second + # half are the negative channels half = len(axon_ids)//2 for i in range(len(axon_ids)//2): + # we currently only handle one Loihi chip, so assert + # that chip_id is zero assert axon_ids[i][0] == 0 + # the core_ids of the positive and negative channels + # should be the same assert axon_ids[i][1] == axon_ids[half+i][1] - spike_targets.extend((axon_ids[i][1], axon_ids[i][2], - axon_ids[half+i][2])) + + spike_targets.extend(( + axon_ids[i][1], # the core for this input + axon_ids[i][2], # axon_id for the positive channel + axon_ids[half+i][2] # axon_id for the negative channel + )) return spike_targets def handle_host2chip_communications(self): # noqa: C901 diff --git a/nengo_loihi/snips/nengo_io.c.template b/nengo_loihi/snips/nengo_io.c.template index b3bff7c9d..c99b22b7f 100644 --- a/nengo_loihi/snips/nengo_io.c.template +++ b/nengo_loihi/snips/nengo_io.c.template @@ -42,9 +42,9 @@ void nengo_io(runState *s) { printf("initializing\n"); for (int i=0; iuserData[IDX_SPIKE_TARGETS+(i*3)+0] = spike[0]; - s->userData[IDX_SPIKE_TARGETS+(i*3)+1] = spike[1]; - s->userData[IDX_SPIKE_TARGETS+(i*3)+2] = spike[2]; + s->userData[IDX_SPIKE_TARGETS+(i*3)+0] = spike[0]; // core id + s->userData[IDX_SPIKE_TARGETS+(i*3)+1] = spike[1]; // pos axon + s->userData[IDX_SPIKE_TARGETS+(i*3)+2] = spike[2]; // neg axon printf(" spike target %d: (%d %d %d)\n", i, spike[0], spike[1], spike[2]); } @@ -58,11 +58,15 @@ void nengo_io(runState *s) { // printf("count %d\n", count[0]); // --- read input values (once every IO_STEPS) - if (s->time % IO_STEPS == 0) { + // Note that we do this at the *start* of an IO_STEP period (since + // s->time starts at 1), so that we don't have a period at the beginning + // of the simulation where we are ignoring the input. + if (s->time % IO_STEPS == 1 % IO_STEPS) { for (int i=0; i < N_INPUTS; i++) { readChannel(inChannel, spike, 1); //printf(" %d: stim value %d.%d\n", s->time, i, spike[0]); - value[i] = spike[0]; + value[i] = spike[0]; // discretized version of the real value + // to be used as input } // Communicate with learning snip @@ -106,13 +110,15 @@ void nengo_io(runState *s) { } } - // --- write output values (once every IO_STEPS) - if ((IO_STEPS==1) || (s->time % IO_STEPS == 1)) { - output[0] = s->time; + if (N_OUTPUTS > 0) { + // --- write output values (once every IO_STEPS) + if ((IO_STEPS==1) || (s->time % IO_STEPS == 1)) { + output[0] = s->time; {% for n_out, core, cx in probes %} - output[{{ n_out }}] = core{{ core }}->cx_state[{{ cx }}].V; + output[{{ n_out }}] = core{{ core }}->cx_state[{{ cx }}].V; {% endfor %} - writeChannel(outChannel, output, N_OUTPUTS); + writeChannel(outChannel, output, N_OUTPUTS); + } } } diff --git a/nengo_loihi/splitter.py b/nengo_loihi/splitter.py index 10ea8e429..0b6986e30 100644 --- a/nengo_loihi/splitter.py +++ b/nengo_loihi/splitter.py @@ -179,6 +179,8 @@ def split(model, inter_rate, inter_n, # noqa: C901 receive = ChipReceiveNode(dim * 2, size_out=dim) nengo.Connection(receive, c.post, synapse=c.synapse) with host: + # TODO: check whether this max_rate makes sense and + # whether it should be dependent on dt max_rate = inter_rate * inter_n assert max_rate <= 1000 From b598de6c199de7a35a9c4aa899c092d0a0b2a3d4 Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Mon, 10 Sep 2018 11:58:10 -0400 Subject: [PATCH 13/19] Changed default snip_io_steps to 1 (from 10) This is to avoid surprising users who expect the default nengo behaviour of messages passing all the time --- nengo_loihi/simulator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index 7a377da99..f1d15449f 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -149,7 +149,7 @@ class Simulator(object): def __init__(self, network, dt=0.001, seed=None, model=None, # noqa: C901 precompute=True, target=None, - snip_io_steps=10): + snip_io_steps=1): self.closed = True # Start closed in case constructor raises exception if model is None: From a2cac8a48710d505592156a7701fed782780278c Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Mon, 10 Sep 2018 12:20:53 -0400 Subject: [PATCH 14/19] fixup! Added code comments for clarity --- nengo_loihi/snips/nengo_io.c.template | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nengo_loihi/snips/nengo_io.c.template b/nengo_loihi/snips/nengo_io.c.template index c99b22b7f..daf3e58f6 100644 --- a/nengo_loihi/snips/nengo_io.c.template +++ b/nengo_loihi/snips/nengo_io.c.template @@ -61,7 +61,7 @@ void nengo_io(runState *s) { // Note that we do this at the *start* of an IO_STEP period (since // s->time starts at 1), so that we don't have a period at the beginning // of the simulation where we are ignoring the input. - if (s->time % IO_STEPS == 1 % IO_STEPS) { + if ((IO_STEPS==1) || (s->time % IO_STEPS == 1)) { for (int i=0; i < N_INPUTS; i++) { readChannel(inChannel, spike, 1); //printf(" %d: stim value %d.%d\n", s->time, i, spike[0]); From 68303ccdf4b1292a38ad1622bd68e353c64e60b4 Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Tue, 11 Sep 2018 22:32:27 -0400 Subject: [PATCH 15/19] fixup! Moved spike generator into snips --- nengo_loihi/simulator.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index f1d15449f..c10d63362 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -1,6 +1,5 @@ import collections import logging -import timeit import warnings import numpy as np @@ -434,14 +433,11 @@ def run_steps(self, steps): # noqa: C901 targets = self.determine_spike_targets() self.loihi.nengo_io_h2c.write(len(targets), targets) - start = timeit.default_timer() for i in range(steps): self.host_sim.run_steps(1) if i % self.snip_io_steps == 0: self.handle_host2chip_communications() self.handle_chip2host_communications() - end = timeit.default_timer() - self.time_per_step = (end - start) / steps logger.info("Waiting for completion") self.loihi.wait_for_completion() From 53808007eec846c3d81aafe62d9da16bb1cb350f Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Wed, 12 Sep 2018 00:24:19 -0400 Subject: [PATCH 16/19] Added test for interneurons on or off host --- nengo_loihi/tests/test_splitter.py | 102 +++++++++++++++++++++++++++++ 1 file changed, 102 insertions(+) create mode 100644 nengo_loihi/tests/test_splitter.py diff --git a/nengo_loihi/tests/test_splitter.py b/nengo_loihi/tests/test_splitter.py new file mode 100644 index 000000000..2c6a9f3c4 --- /dev/null +++ b/nengo_loihi/tests/test_splitter.py @@ -0,0 +1,102 @@ +import numpy as np + +import nengo +import pytest + +import nengo_loihi +import nengo_loihi.splitter as splitter + + +def test_interneuron_structures(): + D = 2 + radius = 2.0 + with nengo.Network() as model: + nengo_loihi.add_params(model) + + stim = nengo.Node(np.eye(D)[0]) + ens = nengo.Ensemble(n_neurons=10, dimensions=D, radius=radius) + + def conn_func(x): + return x + solver = nengo.solvers.NoSolver(None) + synapse = nengo.synapses.Lowpass(0.1) + transform = np.random.uniform(-1, 1, (D,D)) + nengo.Connection(stim, ens, + function=conn_func, + solver=solver, + synapse=synapse, + transform=transform) + + inter_rate = 1000 + inter_n = 1 + + host, chip, _, _, _ = splitter.split(model, inter_rate, inter_n, + spiking_interneurons_on_host=True) + + assert len(host.all_ensembles) == 1 + assert len(host.all_connections) == 2 + conn = host.connections[0] + assert conn.pre is stim + assert conn.function is conn_func + assert conn.solver is solver + assert conn.synapse is None # TODO: should this be synapse? + assert np.allclose(conn.transform, transform / radius) + + host, chip, _, _, _ = splitter.split(model, inter_rate, inter_n, + spiking_interneurons_on_host=False) + + assert len(host.all_ensembles) == 0 + assert len(host.all_connections) == 1 + conn = host.connections[0] + assert conn.pre is stim + assert conn.function is conn_func + assert conn.solver is solver + assert conn.synapse is synapse # TODO: should this be None? + assert np.allclose(conn.transform, transform / radius) + + +def test_no_interneuron_input(): + synapse = 0.1 + with nengo.Network() as model: + nengo_loihi.add_params(model) + + stim = nengo.Node(np.sin) + ens = nengo.Ensemble(n_neurons=1, dimensions=1) + nengo.Connection(stim, ens, synapse=synapse) + probe = nengo.Probe(stim, synapse=synapse) + + host, chip, h2c, _, _ = splitter.split(model, inter_rate=1000, inter_n=1, + spiking_interneurons_on_host=False) + + assert len(h2c) == 1 + sender, receiver = list(h2c.items())[0] + + with nengo.Simulator(host) as sim: + sim.run(1.0) + + assert np.allclose(sim.trange(), [q[0] for q in sender.queue]) + assert np.allclose(sim.data[probe], [q[1] for q in sender.queue]) + + +@pytest.mark.skipif(pytest.config.getoption("--target") != "loihi", + reason="Loihi only test") +def test_no_interneurons_running(Simulator, seed, plt): + + synapse = 0.1 + with nengo.Network() as model: + stim = nengo.Node(lambda t: 0 if t%1.0 < 0.5 else 1) + ens = nengo.Ensemble(n_neurons=100, dimensions=1) + nengo.Connection(stim, ens, synapse=synapse) + p_stim = nengo.Probe(stim) + p_neurons = nengo.Probe(ens.neurons) + with Simulator(model, precompute=False) as sim: + sim.run(2.0) + + nengo.utils.matplotlib.rasterplot(sim.trange(), sim.data[p_neurons]) + plt.plot(sim.trange(), sim.data[p_stim]) + + + + + + From a71e353fa3373ad2038123f799308239d97ab804 Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Wed, 12 Sep 2018 01:15:04 -0400 Subject: [PATCH 17/19] Removed repetition of input synapse --- nengo_loihi/splitter.py | 2 +- nengo_loihi/tests/test_splitter.py | 41 +++++++++++++++++------------- 2 files changed, 25 insertions(+), 18 deletions(-) diff --git a/nengo_loihi/splitter.py b/nengo_loihi/splitter.py index 0b6986e30..68fa9d28c 100644 --- a/nengo_loihi/splitter.py +++ b/nengo_loihi/splitter.py @@ -216,7 +216,7 @@ def split(model, inter_rate, inter_n, # noqa: C901 solver=c.solver, eval_points=c.eval_points, scale_eval_points=c.scale_eval_points, - synapse=c.synapse, + synapse=None, transform=c.transform * scaling) host2chip_senders[send] = receive elif pre_onchip and not post_onchip: diff --git a/nengo_loihi/tests/test_splitter.py b/nengo_loihi/tests/test_splitter.py index 2c6a9f3c4..dce65bb89 100644 --- a/nengo_loihi/tests/test_splitter.py +++ b/nengo_loihi/tests/test_splitter.py @@ -1,6 +1,7 @@ import numpy as np import nengo +import nengo.utils.matplotlib import pytest import nengo_loihi @@ -39,7 +40,7 @@ def conn_func(x): assert conn.pre is stim assert conn.function is conn_func assert conn.solver is solver - assert conn.synapse is None # TODO: should this be synapse? + assert conn.synapse is None assert np.allclose(conn.transform, transform / radius) host, chip, _, _, _ = splitter.split(model, inter_rate, inter_n, @@ -51,19 +52,18 @@ def conn_func(x): assert conn.pre is stim assert conn.function is conn_func assert conn.solver is solver - assert conn.synapse is synapse # TODO: should this be None? + assert conn.synapse is None assert np.allclose(conn.transform, transform / radius) def test_no_interneuron_input(): - synapse = 0.1 with nengo.Network() as model: nengo_loihi.add_params(model) stim = nengo.Node(np.sin) ens = nengo.Ensemble(n_neurons=1, dimensions=1) - nengo.Connection(stim, ens, synapse=synapse) - probe = nengo.Probe(stim, synapse=synapse) + nengo.Connection(stim, ens, synapse=0.1) + probe = nengo.Probe(stim) host, chip, h2c, _, _ = splitter.split(model, inter_rate=1000, inter_n=1, spiking_interneurons_on_host=False) @@ -78,23 +78,30 @@ def test_no_interneuron_input(): assert np.allclose(sim.data[probe], [q[1] for q in sender.queue]) -@pytest.mark.skipif(pytest.config.getoption("--target") != "loihi", - reason="Loihi only test") -def test_no_interneurons_running(Simulator, seed, plt): - - synapse = 0.1 +@pytest.mark.parametrize('precompute', [False, True]) +def test_input_interneurons_running(Simulator, allclose, plt, precompute): + synapse = 0.05 with nengo.Network() as model: - stim = nengo.Node(lambda t: 0 if t%1.0 < 0.5 else 1) - ens = nengo.Ensemble(n_neurons=100, dimensions=1) - nengo.Connection(stim, ens, synapse=synapse) + stim = nengo.Node(lambda t: 1 if t%0.5 < 0.25 else 0) + ens = nengo.Ensemble(n_neurons=1, dimensions=1, + encoders=[[1]], + intercepts=[0], + max_rates=[100]) + c = nengo.Connection(stim, ens, synapse=synapse) p_stim = nengo.Probe(stim) - p_neurons = nengo.Probe(ens.neurons) - with Simulator(model, precompute=False) as sim: - sim.run(2.0) + p_neurons = nengo.Probe(ens.neurons, synapse=0.1) + with Simulator(model, precompute=precompute) as sim: + sim.run(1.0) + c.synapse = None # TODO: input synapses are currently ignored! + with nengo.Simulator(model) as ref: + ref.run(1.0) - nengo.utils.matplotlib.rasterplot(sim.trange(), sim.data[p_neurons]) plt.plot(sim.trange(), sim.data[p_stim]) + plt.plot(sim.trange(), sim.data[p_neurons], label='nengo_loihi') + plt.plot(sim.trange(), ref.data[p_neurons], label='nengo') + plt.legend(loc='best') + assert allclose(sim.data[p_neurons], ref.data[p_neurons], atol=20.0) From e64de2e15e88bca7dfbd27617d9eb451a1c13afa Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Wed, 12 Sep 2018 01:30:09 -0400 Subject: [PATCH 18/19] fixup! Removed repetition of input synapse --- nengo_loihi/tests/test_splitter.py | 23 +++++++++++------------ 1 file changed, 11 insertions(+), 12 deletions(-) diff --git a/nengo_loihi/tests/test_splitter.py b/nengo_loihi/tests/test_splitter.py index dce65bb89..6c3f035f3 100644 --- a/nengo_loihi/tests/test_splitter.py +++ b/nengo_loihi/tests/test_splitter.py @@ -21,7 +21,7 @@ def conn_func(x): return x solver = nengo.solvers.NoSolver(None) synapse = nengo.synapses.Lowpass(0.1) - transform = np.random.uniform(-1, 1, (D,D)) + transform = np.random.uniform(-1, 1, (D, D)) nengo.Connection(stim, ens, function=conn_func, solver=solver, @@ -32,7 +32,7 @@ def conn_func(x): inter_n = 1 host, chip, _, _, _ = splitter.split(model, inter_rate, inter_n, - spiking_interneurons_on_host=True) + spiking_interneurons_on_host=True) assert len(host.all_ensembles) == 1 assert len(host.all_connections) == 2 @@ -44,7 +44,7 @@ def conn_func(x): assert np.allclose(conn.transform, transform / radius) host, chip, _, _, _ = splitter.split(model, inter_rate, inter_n, - spiking_interneurons_on_host=False) + spiking_interneurons_on_host=False) assert len(host.all_ensembles) == 0 assert len(host.all_connections) == 1 @@ -80,13 +80,13 @@ def test_no_interneuron_input(): @pytest.mark.parametrize('precompute', [False, True]) def test_input_interneurons_running(Simulator, allclose, plt, precompute): - synapse = 0.05 + synapse = 0.1 with nengo.Network() as model: - stim = nengo.Node(lambda t: 1 if t%0.5 < 0.25 else 0) + stim = nengo.Node(lambda t: 1 if t % 0.5 < 0.25 else 0) ens = nengo.Ensemble(n_neurons=1, dimensions=1, encoders=[[1]], intercepts=[0], - max_rates=[100]) + max_rates=[40]) c = nengo.Connection(stim, ens, synapse=synapse) p_stim = nengo.Probe(stim) p_neurons = nengo.Probe(ens.neurons, synapse=0.1) @@ -96,14 +96,13 @@ def test_input_interneurons_running(Simulator, allclose, plt, precompute): with nengo.Simulator(model) as ref: ref.run(1.0) - plt.plot(sim.trange(), sim.data[p_stim]) plt.plot(sim.trange(), sim.data[p_neurons], label='nengo_loihi') plt.plot(sim.trange(), ref.data[p_neurons], label='nengo') plt.legend(loc='best') + plt.twinx() + plt.plot(sim.trange(), sim.data[p_stim]) - assert allclose(sim.data[p_neurons], ref.data[p_neurons], atol=20.0) - - - - + rmse = np.sqrt(np.mean((sim.data[p_neurons]-ref.data[p_neurons])**2)) + assert rmse < 5 + assert allclose(sim.data[p_neurons], ref.data[p_neurons], atol=11.0) From 688f8c029d71cd6e2ea8c8dbcd0a437abe318933 Mon Sep 17 00:00:00 2001 From: Terry Stewart Date: Tue, 25 Sep 2018 13:21:44 -0400 Subject: [PATCH 19/19] fixup! Removed repetition of input synapse --- nengo_loihi/simulator.py | 3 ++- nengo_loihi/tests/test_snips.py | 30 ++++++++++++++++++++++++++++++ 2 files changed, 32 insertions(+), 1 deletion(-) diff --git a/nengo_loihi/simulator.py b/nengo_loihi/simulator.py index c10d63362..f35eff87e 100644 --- a/nengo_loihi/simulator.py +++ b/nengo_loihi/simulator.py @@ -631,7 +631,8 @@ def handle_chip2host_communications(self): # noqa: C901 receiver.receive(self.dt*(time_step), x) else: # onchip probes - self.snip_probes[probe].append(x) + x = np.repeat([x], self.snip_io_steps, axis=0) + self.snip_probes[probe].extend(x) else: raise NotImplementedError() diff --git a/nengo_loihi/tests/test_snips.py b/nengo_loihi/tests/test_snips.py index ae5f6b9df..c670757b7 100644 --- a/nengo_loihi/tests/test_snips.py +++ b/nengo_loihi/tests/test_snips.py @@ -1,5 +1,6 @@ import nengo import pytest +import numpy as np @pytest.mark.skipif(pytest.config.getoption("--target") != "loihi", @@ -13,3 +14,32 @@ def test_snip_input_count(Simulator, seed, plt): with Simulator(model, precompute=False) as sim: with pytest.warns(UserWarning, match="Too many spikes"): sim.run(0.01) + + +@pytest.mark.skipif(pytest.config.getoption("--target") != "loihi", + reason="snips only exist on loihi") +@pytest.mark.parametrize("snip_io_steps", [1, 10]) +def test_snip_skipping(Simulator, seed, plt, snip_io_steps): + dt = 0.001 + with nengo.Network(seed=seed) as model: + a = nengo.Ensemble(200, 1) + + def stim_func(t): + step = int(t/dt) + if step % snip_io_steps == 1 % snip_io_steps: + return 0 + else: + return 1 + stim = nengo.Node(stim_func) + nengo.Connection(stim, a, synapse=None) + output = nengo.Node(None, 1) + nengo.Connection(a, output, synapse=0.1) + p_output = nengo.Probe(output) + p_a = nengo.Probe(a, synapse=0.1) + + with Simulator(model, dt=dt, precompute=False, + snip_io_steps=snip_io_steps) as sim: + sim.run(1.0) + + assert np.allclose(sim.data[p_a], 0, atol=0.1) + assert np.allclose(sim.data[p_output], 0, atol=0.1)

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