{ "cells": [ { "cell_type": "markdown", "id": "cd491ccc46425676", "metadata": {}, "source": [ "# Walkthrough 6: The Oqtant BEC simulator \n", "This notebook runs locally and on Oqtant hardware and uses **1 job** " ] }, { "cell_type": "markdown", "id": "bbd96955", "metadata": {}, "source": [ "## Introduction ##" ] }, { "cell_type": "markdown", "id": "c23cb386", "metadata": {}, "source": [ "\n", "The Oqtant simulator provides a theoretical simulation of a pure Bose-Einstein condensate in a magnetic trap with the same trap frequencies as the Oqtant hardware. The simulator is a useful tool for designing experiments to run on Oqtant hardware as it is always available! The simulation runs locally on your computer. \n", "\n", "Simulation jobs require an Oqtant account and use the same workflow as normal jobs, but do NOT count against your job quota or daily limit.\n", "\n", "The Oqtant simulator is a theorietical tool for exploring BEC. The simulator does not simulate the Oqtant hardware, rather it is an additional tool for learning and experimenting with quantum matter.\n", "\n", "\n", "This, along with all our example notebooks are publicly available for download from our [GitLab repository.](https://gitlab.com/infleqtion/albert/oqtant-documentation/-/tree/main/oqtant_documentation/docs/examples?ref_type=heads)\n", "\n", "Simulator jobs are run locally and totally free! There is no limit to the number of simulations you may run per day with OqtAPI. However, the simulator still requires a valid authentication/token to use ```QuantumMatterFactory``` methods. These tokens last for 2 hours and may be refreshed by re-evaluating the first 2 cells only. There is no need to restart the kernel to refresh your token. \n", "\n", "Job limits and usage are displayed in every authenticated notebook whether you are running simulator or hardware jobs, which may exist in the same notebook (like this one!)." ] }, { "cell_type": "markdown", "id": "8a8c5374-058a-448b-82ff-fcc5a910de4a", "metadata": {}, "source": [ "## Imports and user authentication ##" ] }, { "cell_type": "code", "execution_count": null, "id": "2eb41a96", "metadata": {}, "outputs": [], "source": [ "from oqtant.schemas.quantum_matter import QuantumMatterFactory, QuantumMatter\n", "from IPython.display import HTML\n", "from matplotlib import pyplot as plt\n", "\n", "qmf = QuantumMatterFactory()" ] }, { "cell_type": "markdown", "id": "638c454b-b1dd-403f-8f12-eafff6e9f1c3", "metadata": {}, "source": [ "### Authenticate automatically ###\n", "\n", "The easiest way to authenticate as an Oqtant user is to execute the following cell. This will activate a widget that will let you sign in. \n", "If popups are blocked, or you are on a system that does not support this method, please follow the steps just below to authenticate manually instead. \n", "Note that currently the *automatic authentication method is only compatible with classic jupyter notebooks*, and not jupyter lab, nanohub, binder, colab, etc." ] }, { "cell_type": "code", "execution_count": null, "id": "d5a4196c-e2d2-4816-acbb-87e70f228abe", "metadata": { "scrolled": true }, "outputs": [], "source": [ "qmf.get_login()" ] }, { "cell_type": "markdown", "id": "74d456de-41dc-4a21-80de-341bf0bea2f8", "metadata": {}, "source": [ "### Authenticate manually ###\n", "\n", "If you cannot use the automatic authentication method above, you can instead authenticate using a slightly more manual process: \n", "\n", "1. Copy your access token from [oqtant.infleqtion.com/oqtantAPI](https://oqtant.infleqtion.com/oqtantAPI)\n", "2. Paste that token just below and execute the cell (the if statement keeps the code from executing if you already authenticated above)" ] }, { "cell_type": "code", "execution_count": 5, "id": "49dc58a9-b046-4717-934f-3764a155d170", "metadata": {}, "outputs": [], "source": [ "if qmf.login.access_token == \"\":\n", " qmf.login.access_token = \"Paste your token here between the quotes!\"" ] }, { "cell_type": "markdown", "id": "7034dae4-48d3-4ac2-98cf-0a011e1f6a1d", "metadata": {}, "source": [ "### Get client ###\n", "\n", "At this point you should have a valid access token and be able to establish a *client* for communicating with the Oqtant REST service. Executing the cell just below should show your current job quota limits." ] }, { "cell_type": "code", "execution_count": null, "id": "8167e333-d01b-4c86-9a5e-78b4296cec19", "metadata": {}, "outputs": [], "source": [ "qmf.get_client()" ] }, { "cell_type": "markdown", "id": "73461bcd", "metadata": {}, "source": [ "## Create *barrier* objects as desired. \n", "\n", "View the barrier dynamics and adjust as necessary. The simulator supports all of the same painted potential features as the hardware experiment." ] }, { "cell_type": "code", "execution_count": 16, "id": "ed853829", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "barrier1 = qmf.create_barrier(\n", " positions=[0, 0],\n", " heights=[0, 3],\n", " widths=[1, 1],\n", " times=[0, 6],\n", " shape=\"GAUSSIAN\",\n", ")\n", "barrier1.evolve(duration=4, height=3)\n", "\n", "barrier2 = qmf.create_barrier(\n", " positions=[-10, -10],\n", " heights=[0, 3],\n", " widths=[1, 1],\n", " times=[0, 6],\n", " shape=\"GAUSSIAN\",\n", ")\n", "barrier2.evolve(duration=4, height=3)\n", "\n", "barrier2.show_dynamics()" ] }, { "cell_type": "markdown", "id": "2c7e856d", "metadata": {}, "source": [ "## Instantiate a *matter* object\n", "\n", "*Note: the time required for the simulation to complete is proportional to the lifetime of the experiment you have designed. Long lifetimes >10ms may take several minutes to complete.*" ] }, { "cell_type": "code", "execution_count": 17, "id": "6939c827", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim_matter = qmf.create_quantum_matter(\n", " barriers=[barrier1, barrier2], lifetime=10, image=\"IN_TRAP\"\n", ")\n", "\n", "sim_matter.show_potential([2, 8, 9], ylimits=[0, 8])" ] }, { "cell_type": "markdown", "id": "402d06c8", "metadata": {}, "source": [ "## Submit the simulation job\n", "\n", "Simulated jobs are indicated with the `sim=True` argument. " ] }, { "cell_type": "code", "execution_count": 18, "id": "df100a1b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "submitted simulation\n" ] } ], "source": [ "sim_matter.submit(sim=True)" ] }, { "cell_type": "markdown", "id": "43f973a7", "metadata": {}, "source": [ "## Retrieve the job results\n", "\n", "This is the step that will run slowly for long lifetimes: calculating and preparing the output of the simulator. Under the hood, this step finds the ground state of the simulated system, and evolves the wave function in time in the presence of the optical potentials specified by the *matter* object.\n", "\n", "*Note: simulated jobs are not assigned an id or stored in the Oqtant database. All data management is left to the user. Use the local save/load functionality to preserve simulation results between python sessions.*" ] }, { "cell_type": "code", "execution_count": 19, "id": "12bc2f45", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ground state calculation in progress \n", "ground state calculation complete \n", "trapped simulation in progress \n", "trapped simulation complete \n", "Simulation complete.\n" ] } ], "source": [ "sim_matter.get_result()" ] }, { "cell_type": "markdown", "id": "e622238c", "metadata": {}, "source": [ "## Save simulator outputs to file\n", "\n", "Simulator jobs are run locally. In order to retrieve simulator inputs or outputs outside of your current python session, you must save them to a file. Please note that only Oqtant job outputs are saved in the resulting file:\n", "- ```output``` \n", "- ```input```\n", "- ```name```\n", "- ```temperature``` - this is not used, all sim temperatures = 0\n", "- ```lifetime``` \n", "- ```image``` \n", "- ```time_of_flight``` \n", "- ```rf_evap``` - this is not used. no evaporation in sim jobs \n", "- ```rf_shield``` - this is not used. no shield in sim jobs \n", "- ```barriers``` \n", "- ```landscape```\n", "- ```lasers``` - this is not used. no laser pulses in sim jobs \n", "- ```note```\n", "\n", "\n", "Additonal simulator outputs in ```sim_matter.sim``` , are not saved. Please take care to save all desired simulator outputs to additional files before ending your session." ] }, { "cell_type": "code", "execution_count": 20, "id": "704f90cd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Wrote file: \"your_file_path.txt\"\n" ] } ], "source": [ "sim_matter.write_to_file(file_path=\"your_file_path.txt\")" ] }, { "cell_type": "markdown", "id": "111929e8", "metadata": {}, "source": [ "## Load simulator outputs from file\n", "\n", "```sim_matter_loaded.sim``` is not populated, so only ```sim_matter.output``` is available for results. To re-produce simulator outputs, re-run the simulation using ```sim_matter```. Take care to include ```refresh=False``` when loading a simulator job from file. Locally run simulations cannot be refreshed from the Oqtant server; they are only available from your local storage." ] }, { "cell_type": "code", "execution_count": 21, "id": "5faf1571", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "COMPLETE\n" ] } ], "source": [ "sim_matter_loaded = qmf.load_matter_from_file(\n", " file_path=\"your_file_path.txt\", refresh=False\n", ")\n", "\n", "print(sim_matter_loaded.status)" ] }, { "cell_type": "markdown", "id": "c23f1c27", "metadata": {}, "source": [ "## Duplicate a simulation loaded from file\n", "\n", "The easiest way to copy a simulation job for re-run (on hardware or simulation) is to create a ```QuantumMatter``` object directly from the input object, rather than using ```qmf.create_quantum_matter()```" ] }, { "cell_type": "code", "execution_count": 22, "id": "10ccd138", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "submitted simulation\n" ] } ], "source": [ "sim_matter_rerun = QuantumMatter.from_input(\n", " name=\"test_sim_rerun\", input=sim_matter_loaded.input, client=qmf.client\n", ")\n", "sim_matter_rerun.submit(sim=True)" ] }, { "cell_type": "markdown", "id": "d525c12b", "metadata": {}, "source": [ "## View simulator results \n", "\n", "Simulator results are interpolated to the resolution of the in-trap imaging system, so they are easily compared to experimental results. Use the ```output``` object methods to investigate the results." ] }, { "cell_type": "markdown", "id": "082709d5", "metadata": {}, "source": [ "### A note on simulator-generated IT OD images\n", "\n", "When the Oqtant hardware captures an in-trap image, the number of atoms detected is affected by the presence of the magnetic trap. Spatially varying magnetic fields (check out ```sim_matter.show_potential```) also complicate the calculation of atom number in hardware experimental in-trap images. For this reason, Oqtant in-trap images are not returned with an atom number. \n", "\n", "Conversely, the simulator has perfect detection because every atom is accounted for. In order to produce simulator in-trap image outputs which are an approximate indicator of hardware performance, simulator in-trap images have been systematically corrected to match the offset in atom number observed in experiment. The result is an in-trap image with a hardware-like peak OD, which displays fewer atoms. If you wish to calculate atom currents or total atoms in any specific region, please use the un-corrected outputs in ```sim_matter.sim.get_column_densities```. Read more about Oqtant hardware imaging here: [Oqtant imaging tech note](https://oqtant.infleqtion.com/technical/imaging.md)" ] }, { "cell_type": "code", "execution_count": 23, "id": "c505334a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim_matter.output.plot_it(grid_on=False)" ] }, { "cell_type": "markdown", "id": "debc08b0", "metadata": {}, "source": [ "## Additional simulation outputs\n", "\n", "The simulation object in OqtAPI comes with lots of fun visualization tools to explore the quantum wave function of your simulated BEC. These outputs cannot be generated in a single shot of the experiment due to the destructive nature of imaging. " ] }, { "cell_type": "markdown", "id": "93e1435f", "metadata": {}, "source": [ "### View and animate sample density at arbitrary times\n", "\n", "The simulation grid size depends on whether the requested time (in ms) is within the in-trap experiment, or during TOF expansion. Show and access the cartesian column densities of the sample along both axes of the trap.\n", "\n", "Note the conversion from simulator length units to microns." ] }, { "cell_type": "code", "execution_count": 38, "id": "03f13a54", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time = 1\n", "\n", "col_y, col_x, slice_y, slice_x = sim_matter.sim.get_column_densities(time_ms=time)\n", "\n", "_, _, x_1d = sim_matter.sim.get_grids(time)\n", "\n", "plt.plot(x_1d, slice_x)\n", "plt.xlabel(\"X ($\\\\mu$m)\")\n", "plt.ylabel(\"Density (Atoms/ $\\\\mu$m ^2)\")\n", "plt.title(\"Simulator X slice at t = \" + str(time) + \"ms\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 36, "id": "3116f380", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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Positive currents flow to the right, negative to the left." ] }, { "cell_type": "code", "execution_count": 42, "id": "f8413374", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "flow = sim_matter.sim.animate_current(frame_interval=1)\n", "HTML(flow.to_jshtml())" ] }, { "cell_type": "markdown", "id": "c239a6a1", "metadata": {}, "source": [ "## Simulate the same job in time of flight" ] }, { "cell_type": "code", "execution_count": 44, "id": "f5cc6fa7", "metadata": {}, "outputs": [], "source": [ "sim_matter_tof = qmf.create_quantum_matter(\n", " barriers=[barrier1, barrier2], lifetime=10, time_of_flight=10\n", ")" ] }, { "cell_type": "code", "execution_count": 45, "id": "6a87bf0a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "submitted simulation\n" ] } ], "source": [ "sim_matter_tof.submit(sim=True)" ] }, { "cell_type": "code", "execution_count": 46, "id": "65b8b29f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ground state calculation in progress \n", "ground state calculation complete \n", "trapped simulation in progress \n", "trapped simulation complete \n", "time-of-flight simulation in progress \n", "Simulation complete.d TOF 19.979 of 20.000ms \n" ] } ], "source": [ "sim_matter_tof.get_result()" ] }, { "cell_type": "code", "execution_count": 23, "id": "bef353b3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim_matter_tof.output.plot_tof(figsize=(5, 5))" ] }, { "cell_type": "markdown", "id": "fcfeb8e9", "metadata": {}, "source": [ "## Compare to experimental outputs by running an Oqtant hardware job\n", "\n", "Create an additional *matter* object, but apply the same barriers as in the simulation job. Submit the *matter* as normal.\n", "\n", "# When you are ready to submit a HARDWARE JOB, uncomment the last line of this block" ] }, { "cell_type": "code", "execution_count": 30, "id": "5fe31fe0", "metadata": {}, "outputs": [], "source": [ "exp_matter = qmf.create_quantum_matter(\n", " barriers=[barrier1, barrier2], lifetime=10, image=\"IN_TRAP\"\n", ")\n", "# exp_matter.submit()" ] }, { "cell_type": "code", "execution_count": null, "id": "bf12ce66", "metadata": {}, "outputs": [], "source": [ "exp_matter.get_result()\n", "print(exp_matter.status)\n", "exp_matter.output.plot_it()" ] }, { "cell_type": "markdown", "id": "d6a95b99", "metadata": {}, "source": [ "## Memory and evaluation time considerations\n", "\n", "The available memory and time required to evaluate an Oqtant simulator job depend principally on the length of the different experimental stages specified. Memory and time do not scale significantly with experiment complexity (i.e. number of snapshots or barriers). TOF stage duration dominates evaluation time due to the larger grid size. For more information about grid size, see the [simulator technical note](https://oqtant.infleqtion.com/technical/simulator.md). \n", "\n", "### Benchmarking of the simulator\n", "\n", "Initial benchmarking was performed on simulation (```.get_result()```) only. Generating simulation outputs using access or plotting methods (```get_column_densities```, ```show_column_densities```) or any animations will incur additional processing time and memory usage. Benchmarking performed on the the following machine:\n", "\n", "\n", "![benchmark_machine](https://oqtant-docs.infleqtion.com/images/benchmark_machine.png)\n", "\n", "![lifetime profile results](https://oqtant-docs.infleqtion.com/images/sim_vs_lifetime.png)\n", "\n", "![TOF profile results](https://oqtant-docs.infleqtion.com/images/sim_vs_TOF.png)\n", "\n", "\n", "A practical upper limit for the benchmark hardware: an experiment of 80ms with 20ms TOF (maximum length) ran in ~25 mins.\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 5 }