{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Oxford example\n", "\n", "This tutorial demonstrates the `lava.lib.dl.netx` api for running Oxford network trained using `lava.lib.dl.slayer`. The training example can be found here [here](https://github.com/lava-nc/lava-dl/blob/main/tutorials/lava/lib/dl/slayer/oxford/train.ipynb)\n", "\n", "The task is to learn to transform a random Poisson spike train to an output spike pattern that resembles The Radcliffe Camera building of Oxford University, England. The input and output both consist of 200 neurons each and the spikes span approximately 1900ms. The input and output pair are converted from [SuperSpike](https://github.com/fzenke/pub2018superspike) (© GPL-3).\n", "\n", "\n", "\n", " \n", " \n", "\n", " \n", " \n", "\n", "
InputOutput
\"Drawing\" \"Drawing\"
\n", "\n", "![Oxford](images/oxford.PNG)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import logging\n", "\n", "from lava.magma.core.run_configs import Loihi2HwCfg, Loihi2SimCfg\n", "from lava.magma.core.run_conditions import RunSteps\n", "from lava.proc import io\n", "\n", "from utils import InputAdapter, OutputAdapter, OxfordMonitor" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Network Exchange (NetX) Libarary\n", "\n", "The NetX api allows automatic creation of Lava process from the network specification. It is available as a part of the lava-dl library as `lava.lib.dl.netx`" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from lava.lib.dl import netx\n", "from lava.lib.dl import slayer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Import modules for Loihi2 execution\n", "\n", "Check if Loihi2 compiker is available and import related modules." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running on kp_stack\n" ] } ], "source": [ "from lava.utils.system import Loihi2\n", "Loihi2.preferred_partition = 'oheogulch'\n", "loihi2_is_available = Loihi2.is_loihi2_available\n", "\n", "if loihi2_is_available:\n", " from lava.proc import embedded_io as eio\n", " print(f'Running on {Loihi2.partition}')\n", "else:\n", " print(\"Loihi2 compiler is not available in this system. \"\n", " \"This tutorial will execute on CPU backend.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create network block\n", "\n", "A lava process describing the network can be created by simply instantiating `netx.hdf5.Network` with the path of the desired hdf5 network description file.\n", "* The input layer is accessible as `net.in_layer`.\n", "* The output layer is accessible as `net.out_layer`.\n", "* All the constituent layers are accessible as a list: `net.layers`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "| Type | W | H | C | ker | str | pad | dil | grp |delay|\n", "|Dense | 1| 1| 256| | | | | |False|\n", "|Dense | 1| 1| 200| | | | | |False|\n" ] } ], "source": [ "net = netx.hdf5.Network(net_config='Trained/network.net')\n", "print(net)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 2 layers in network:\n", "Dense : Process_1 , shape : (256,)\n", "Dense : Process_4 , shape : (200,)\n" ] } ], "source": [ "print(f'There are {len(net)} layers in the network:')\n", "\n", "for l in net.layers:\n", " print(f'{l.block:5s} : {l.name:10s}, shape : {l.shape}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create Spike Input/Ouptut process\n", "\n", "Here, we will use `RingBuffer` processes in `lava.proc.io.{source/sink}` to generate spike that is sent to the network and record the spike output from the network.\n", "\n", "There are 200 neurons and the input spikes span apprximately 2000 steps.\n", "\n", "We will use `slayer.io` utilities to read the event data and convert them to dense spike data." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "input = slayer.io.read_np_spikes('input.npy')\n", "target = slayer.io.read_np_spikes('output.npy')\n", "source = io.source.RingBuffer(data=input.to_tensor(dim=(1, 200, 2000)).squeeze())\n", "sink = io.sink.RingBuffer(shape=net.out.shape, buffer=2000)\n", "inp_adapter = InputAdapter(shape=net.inp.shape)\n", "out_adapter = OutputAdapter(shape=net.out.shape)\n", "\n", "source.s_out.connect(inp_adapter.inp)\n", "inp_adapter.out.connect(net.inp)\n", "net.out.connect(out_adapter.inp)\n", "out_adapter.out.connect(sink.a_in)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run the network\n", "\n", "We will run the network for 2000 steps and read the network's output.\n", "\n", "Switching between Loihi 2 hardware and CPU simulation is as simple as changing the run configuration settings." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Violation core_id=0 reg_name='SynMem' allocation=16128 self.cost_db.registers[reg_name]=12000\n", "Violation core_id=1 reg_name='SynMem' allocation=16200 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=0 reg_name='SynMem' allocation=16128 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=1 reg_name='SynMem' allocation=16200 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=0 reg_name='SynMem' allocation=16128 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=1 reg_name='SynMem' allocation=16200 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=0 reg_name='SynMem' allocation=16128 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=1 reg_name='SynMem' allocation=16200 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=0 reg_name='SynMem' allocation=16128 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Violation core_id=1 reg_name='SynMem' allocation=16000 self.cost_db.registers[reg_name]=12000\n", "Final max_ratio=2, Per core distribution:\n", "----------------------------------------------------------------\n", "| AxonIn |NeuronGr| Neurons|Synapses| AxonMap| AxonMem| Cores |\n", "|--------------------------------------------------------------|\n", "| 256| 1| 100| 8064| 100| 0| 2|\n", "| 200| 1| 85| 5400| 85| 0| 3|\n", "|--------------------------------------------------------------|\n", "| Total | 5|\n", "----------------------------------------------------------------\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: SLURM is being run in background\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Connecting to 10.54.73.72:41019\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Host server up..............Done 0.49s\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Mapping chipIds.............Done 0.02ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Mapping coreIds.............Done 0.07ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Partitioning neuron groups..Done 1.38ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Mapping axons...............Done 2.52ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Partitioning MPDS...........Done 0.61ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Creating Embedded Snips and ChannelsDone 0.02s\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Compiling Embedded snips....Done 2.90s\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Compiling Host snips........Done 0.06ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Compiling Register Probes...Done 0.09ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Compiling Spike Probes......Done 0.01ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: Args chip=0 cpu=0 /home/sshresth/lava-nc/frameworks.ai.nx.nxsdk/nxcore/arch/base/pre_execution/../../../../temp/27a4c4ec-3a0e-11ed-bc43-dd9a32d49015/launcher_chip0_lmt0.bin --chips=1 --remote-relay=0 \n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: Args chip=0 cpu=1 /home/sshresth/lava-nc/frameworks.ai.nx.nxsdk/nxcore/arch/base/pre_execution/../../../../temp/27a4c4ec-3a0e-11ed-bc43-dd9a32d49015/launcher_chip0_lmt1.bin --chips=1 --remote-relay=0 \n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: Nx...\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Booting up..................Done 1.57s\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Encoding probes.............Done 0.01ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Transferring probes.........Done 7.08ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Configuring registers.......Done 0.61s\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Transferring spikes.........Done 0.00ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: chip=0 msg=00018114 00ffff00 \n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Executing...................Done 16.09s\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Processing timeseries.......Done 0.01ms\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mDRV\u001b[0m\u001b[0m: Executor: 2000 timesteps........Done 16.85s\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: Execution has not started yet or has finished.\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: Stopping Execution : at 2000\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: chip=0 cpu=1 halted, status=0x0\n", "\u001b[1;30m\u001b[1;30mINFO\u001b[0m\u001b[0m:\u001b[34m\u001b[34mHST\u001b[0m\u001b[0m: chip=0 cpu=0 halted, status=0x0\n" ] } ], "source": [ "if loihi2_is_available:\n", " from utils import CustomHwRunConfig\n", " run_config = CustomHwRunConfig()\n", "else:\n", " from utils import CustomSimRunConfig\n", " run_config = CustomSimRunConfig()\n", "run_condition = RunSteps(num_steps=2000)\n", "net._log_config.level = logging.INFO\n", "net.run(condition=run_condition, run_cfg=run_config)\n", "output = sink.data.get()\n", "net.stop()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot the results\n", "Finally, convert output spike data into an event and plot them." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "out_event = slayer.io.tensor_to_event(output.reshape((1,) + output.shape))\n", "gt_event = slayer.io.read_np_spikes('ground_truth.npy')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'time')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(15, 7))\n", "ax[0].plot(gt_event.t, gt_event.x, '.', markersize=2)\n", "ax[1].plot(out_event.t, out_event.x, '.', markersize=2)\n", "ax[0].set_title('Slayer Reference')\n", "ax[0].set_ylabel('Neuron ID')\n", "ax[0].set_xlabel('time')\n", "ax[1].set_title('Lava')\n", "ax[1].set_xlabel('time')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.8.10 ('lava_nx_env')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "7ebb4c32c029abbab1fd16ef4d8ac43152261b56d4033e55d2744ce843ecba08" } } }, "nbformat": 4, "nbformat_minor": 2 }