From a4609d6dc089da0c70a85a4a8369f73b8f23a8ac Mon Sep 17 00:00:00 2001 From: Ricardo Olenewa Date: Thu, 7 Oct 2021 14:22:47 +0000 Subject: [PATCH 1/4] Add Choosing Hardware guide. Integrate guide into nav, and resolve TODOs in other files. --- docs/_book.yaml | 5 +- docs/choose_hw.md | 933 ++++++++++++++++++++++++ docs/images/choose_hw.png | Bin 0 -> 47955 bytes docs/images/qsim_runtime_comparison.png | Bin 0 -> 201441 bytes docs/tutorials/gcp_cpu.md | 5 +- docs/tutorials/gcp_gpu.md | 2 +- 6 files changed, 938 insertions(+), 7 deletions(-) create mode 100644 docs/choose_hw.md create mode 100644 docs/images/choose_hw.png create mode 100644 docs/images/qsim_runtime_comparison.png diff --git a/docs/_book.yaml b/docs/_book.yaml index 21d2c2d0..9fe4dae8 100644 --- a/docs/_book.yaml +++ b/docs/_book.yaml @@ -29,9 +29,8 @@ upper_tabs: contents: - title: "Introduction" path: /qsim/overview - # TODO(cognigami): Uncomment this when you post the choose_hw doc. - # - title: "Choosing hardware" - # path: /qsim/choose_hw + - title: "Choosing hardware" + path: /qsim/choose_hw - title: "Command line reference" path: /qsim/usage - title: "Python interface" diff --git a/docs/choose_hw.md b/docs/choose_hw.md new file mode 100644 index 00000000..db65950d --- /dev/null +++ b/docs/choose_hw.md @@ -0,0 +1,933 @@ + + +# Choosing hardware for your qsim simulation + +As you increase the size and complexity of your quantum simulation, you rapidly +require a large increase in computational power. This guide describes +considerations that can help you choose hardware for your simulation. + +Your simulation setup depends on the following: + +* Noise; noisy (realistic) simulations require more compute power than + noiseless (idealised) simulations. +* Number of qubits. +* Circuit depth; the number of time steps required to perform the circuit. + +## Quick start + +The following graph provides loose guidelines to help you get started with +choosing hardware for your simulation. The qubit upper bounds in this chart are +not technical limits. + +![Decision tree for hardware to run a qsim simulation.](images/choose_hw.png) + +## Choose hardware for your simulation + +### 1. Evaluate whether your simulation can be run locally. + +If you have a modern laptop with at least 8GB of memory, you can run your +simulation locally in the following cases: + +* Noiseless simulations that use fewer than 29 qubits. +* Noisy simulations that use fewer than 18 qubits. + +If you intend to simulate a circuit many times, consider multinode simulation. +For more information about multinode simulation +[see step 5, below](#5_consider_multiple_compute_nodes). + +### 2. Estimate your memory requirements + +You can estimate your memory requirements with the following rule of thumb: + +* Noiseless simulation: $ memory\ required = 8 \cdot 2^N bytes $ for an N-qubit + circuit +* Noisy simulation: $ memory\ required = 16 \cdot 2^N bytes $ for an N-qubit circuit + +In addition to memory size, consider the bandwidth of your memory. qsim performs +best when it can use the maximum number of threads. Multi-threaded simulation +benefits from high-bandwidth memory (above 100GB/s). + +### 3. Decide between CPUs and GPUs + +* GPU hardware starts to outperform CPU hardware significantly (up to 15x + faster) for circuits with more than 20 qubits. +* The maximum number of qubits that you can simulate with a GPU is limited by + the memory of the GPU. Currently, for a noiseless simulation on an NVIDIA + A100 GPU, the maximum number of qubits is 32. +* For noiseless simulations with 32-40 qubits, you can use CPUs. However, the + runtime time increases exponentially with the number of qubits, and runtimes + are long for simulations above 32 qubits. + +The following chart shows the runtime for a circuit run on +[Google Compute Engine](https://cloud.google.com/compute), using an NVidia A100 +processor, and a compute-optimized processor (c2-standard-4). Each circuit was +run with three different phase damping channel (p) settings: 0, 0.1, and 0.001. +The graph is log scale. + +![qsim runtime comparison on multipe processors and configurations](images/qsim_runtime_comparison.png) + +### 4. Select a specific machine + +After you decide whether you want to use CPUs or GPUs for your simulation, +choose a specific machine: + +1. Restrict your options to machines that meet your memory requirements. For + more information about memory requirements, see step 2. +2. Decide if performance (speed) or cost is more important to you: + * For a table of performance benchmarks, see + [Sample benchmarks](#sample_benchmarks) below. + * For more information about GCP pricing, see the + [Google Cloud pricing calculator](https://cloud.google.com/products/calculator). + * Prioritizing performance is particularly important in the following + scenarios: + * Simulating with an **higher f value** (f is the maximum number of + qubits allowed per fused gate). + * For small to medium size circuits (up to 22 qubits), keep f low + (2 or 3) + * For medium to large size qubits (22+ qubits), use a higher f (3 + or 4) + * Simulating a **deep circuit** (depth 30+). + +### 5. Consider multiple compute nodes + +Simulating in multinode mode is useful when your simulation can be parallelized. +In a noisy simulation, the trajectories (also known as repetitions, iterations) +are “embarrassingly parallelizable”, there is an automated workflow for +distributing these trajectories over multiple nodes. A simulation of many +noiseless circuits can also be distributed over multiple compute nodes. + +## Runtime estimates + +Runtime grows exponentially with the number of qubits, and linearly with circuit +depth beyond 20 qubits. + +* For noiseless simulations, runtime grows at a rate of $ 2^N $ for an N-qubit + circuit. For more information about runtimes for small circuits, see + [Additional notes for advanced users](#additional_notes_for_advanced_users) + below), +* For noisy simulations, runtime grows at a rate of $ 2^N $ multiplied by the + number of iterations for an N-qubit circuit. + +## Additional notes for advanced users + +* The impact of noise on simulation depends on: + * What type of errors are included in your noise channel (decoherence, + depolarizing channels, coherent errors, readout errors). + * How you can represent your noise model using Kraus operator formalism + * Performance is best in the case where all Kraus operators are + proportional to unitary matrices, such as when using only a + depolarizing channel. In this case, memory requirements are equal to + noiseless memory requirements (8\*2^n bytes) + * Using noise which cannot be represented with Kraus operators + proportional to unitary matrices, can slow down simulations by a + factor of up to 6** **compared to using a depolarizing channel only + * Noisy simulations are faster with lower noise (when one Kraus + operator dominates) +* Experimenting with the 'f' parameter (maximum number of qubits allowed per + fused gate): + * The advanced user is advised to try out multiple f values to optimize + their simulation setup. + * Note that f=2 or f=3 can be optimal for large circuits simulated on + CPUs with a smaller number of threads (say, up to four or eight + threads). However, this depends on the circuit structure. + * Note that f=6 is very rarely optimal +* Using the optimal number of threads: + * Use the maximum number of threads on CPUs for the best performance. + * If the maximum number of threads is not used on multi-socket machines + then it is advisable to distribute threads evenly to all sockets or to + run all threads within a single socket. Separate simulations on each + socket can be run simultaneously in the latter case. + * Note that currently the number of CPU threads does not affect the + performance for small circuits (smaller than 17 qubits). Only one thread + is used because of OpenMP overhead. +* Runtime estimates for small circuits: + * For circuits that contain fewer than 20 qubits, the qsimcirq translation + layer performance overhead tends to dominate the runtime estimate. In + addition to this, qsim is not optimized for small circuits + * ​​The total small circuits runtime overhead for an N qubit circuit + depends on the circuit depth and on N, and can be up to orders of + magnitude larger than $ 2^N $. + +## Sample benchmarks + +**Noiseless simulation benchmarks data sheet** + +For a random circuit, depth=20, f=3, max threads. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
processor type + machine + # of qubits + runtime +
CPU + c2-standard-60 + 34 + 291.987 +
CPU + c2-standard-60 + 32 + 54.558 +
CPU + c2-standard-60 + 30 + 13.455 +
CPU + c2-standard-60 + 28 + 2.837 +
CPU + c2-standard-60 + 24 + 0.123 +
CPU + c2-standard-60 + 20 + 0.013 +
CPU + c2-standard-60 + 16 + 0.009 +
CPU + c2-standard-4-4 + 30 + 52.880 +
CPU + c2-standard-4-4 + 28 + 12.814 +
CPU + c2-standard-4-4 + 24 + 0.658 +
CPU + c2-standard-4-4 + 20 + 0.031 +
CPU + c2-standard-4-4 + 16 + 0.008 +
GPU + a100 + 32 + 7.415 +
GPU + a100 + 30 + 1.561 +
GPU + a100 + 28 + 0.384 +
GPU + a100 + 24 + 0.030 +
GPU + a100 + 20 + 0.010 +
GPU + a100 + 16 + 0.007 +
GPU + t4 + 30 + 10.163 +
GPU + t4 + 28 + 2.394 +
GPU + t4 + 24 + 0.118 +
GPU + t4 + 20 + 0.014 +
GPU + t4 + 16 + 0.007 +
+ +**Noisy simulation benchmarks data sheet** + +For one trajectory of a random circuit, depth=20, f=3, max threads. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
processor type + machine + noise type + # of qubits + runtime +
CPU + c2-standard-60 + depolarizing + 30 + 13.021 +
CPU + c2-standard-60 + depolarizing + 28 + 2.840 +
CPU + c2-standard-60 + depolarizing + 26 + 0.604 +
CPU + c2-standard-60 + depolarizing + 24 + 0.110 +
CPU + c2-standard-60 + depolarizing + 20 + 0.009 +
CPU + c2-standard-60 + depolarizing + 16 + 0.006 +
CPU + c2-standard-60 + dephasing + 30 + 122.788 +
CPU + c2-standard-60 + dephasing + 28 + 29.966 +
CPU + c2-standard-60 + dephasing + 26 + 6.378 +
CPU + c2-standard-60 + dephasing + 24 + 1.181 +
CPU + c2-standard-60 + dephasing + 20 + 0.045 +
CPU + c2-standard-60 + dephasing + 16 + 0.023 +
CPU + c2-standard-4-4 + depolarizing + 26 + 2.807 +
CPU + c2-standard-4-4 + depolarizing + 24 + 0.631 +
CPU + c2-standard-4-4 + depolarizing + 20 + 0.027 +
CPU + c2-standard-4-4 + depolarizing + 16 + 0.005 +
CPU + c2-standard-4-4 + dephasing + 26 + 33.038 +
CPU + c2-standard-4-4 + dephasing + 24 + 7.432 +
CPU + c2-standard-4-4 + dephasing + 20 + 0.230 +
CPU + c2-standard-4-4 + dephasing + 16 + 0.014 +
GPU + a100 + depolarizing + 30 + 1.568 +
GPU + a100 + depolarizing + 28 + 0.391 +
GPU + a100 + depolarizing + 26 + 0.094 +
GPU + a100 + depolarizing + 24 + 0.026 +
GPU + a100 + depolarizing + 20 + 0.006 +
GPU + a100 + depolarizing + 16 + 0.004 +
GPU + a100 + dephasing + 30 + 17.032 +
GPU + a100 + dephasing + 28 + 3.959 +
GPU + a100 + dephasing + 26 + 0.896 +
GPU + a100 + dephasing + 24 + 0.236 +
GPU + a100 + dephasing + 20 + 0.029 +
GPU + a100 + dephasing + 16 + 0.021 +
GPU + t4 + depolarizing + 30 + 10.229 +
GPU + t4 + depolarizing + 28 + 2.444 +
GPU + t4 + depolarizing + 26 + 0.519 +
GPU + t4 + depolarizing + 24 + 0.115 +
GPU + t4 + depolarizing + 20 + 0.009 +
GPU + t4 + depolarizing + 16 + 0.004 +
GPU + t4 + dephasing + 28 + 21.800 +
GPU + t4 + dephasing + 26 + 5.056 +
GPU + t4 + dephasing + 24 + 1.164 +
GPU + t4 + dephasing + 20 + 0.077 +
GPU + t4 + dephasing + 16 + 0.017 +
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For a live experiment, + see [Choosing hardware for your qsim simulation](/qsim/choose_hw) * In the Boot disk section, click the Change button, and choose Container-Optimized OS. This overrides step 3 in the quickstart guide. * In the Firewall section, ensure that both the **Allow HTTP traffic** diff --git a/docs/tutorials/gcp_gpu.md b/docs/tutorials/gcp_gpu.md index 34725ce8..e575bb2a 100644 --- a/docs/tutorials/gcp_gpu.md +++ b/docs/tutorials/gcp_gpu.md @@ -34,7 +34,7 @@ for your project. ### Find out more - +* For a live experiment, see [Choosing hardware for your qsim simulation](/qsim/choose_hw) * [Choosing the right machine family and type](https://cloud.google.com/blog/products/compute/choose-the-right-google-compute-engine-machine-type-for-you) * [Creating a VM with attached GPUs](https://cloud.google.com/compute/docs/gpus/create-vm-with-gpus#create-new-gpu-vm) From 74b1a67cf921f8744a0c3aa3d3fcbc067ba19002 Mon Sep 17 00:00:00 2001 From: Ricardo Olenewa Date: Thu, 7 Oct 2021 17:22:11 +0000 Subject: [PATCH 2/4] Revisions based on internal review. --- docs/choose_hw.md | 18 +++++++++--------- docs/tutorials/gcp_gpu.md | 2 +- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/docs/choose_hw.md b/docs/choose_hw.md index db65950d..7ddfc76d 100644 --- a/docs/choose_hw.md +++ b/docs/choose_hw.md @@ -23,7 +23,7 @@ not technical limits. ## Choose hardware for your simulation -### 1. Evaluate whether your simulation can be run locally. +### 1. Evaluate whether your simulation can be run locally If you have a modern laptop with at least 8GB of memory, you can run your simulation locally in the following cases: @@ -60,7 +60,7 @@ benefits from high-bandwidth memory (above 100GB/s). The following chart shows the runtime for a circuit run on [Google Compute Engine](https://cloud.google.com/compute), using an NVidia A100 -processor, and a compute-optimized processor (c2-standard-4). Each circuit was +GPU, and a compute-optimized CPU (c2-standard-4). Each circuit was run with three different phase damping channel (p) settings: 0, 0.1, and 0.001. The graph is log scale. @@ -80,12 +80,12 @@ choose a specific machine: [Google Cloud pricing calculator](https://cloud.google.com/products/calculator). * Prioritizing performance is particularly important in the following scenarios: - * Simulating with an **higher f value** (f is the maximum number of + * Simulating with a **higher f value** (f is the maximum number of qubits allowed per fused gate). * For small to medium size circuits (up to 22 qubits), keep f low - (2 or 3) - * For medium to large size qubits (22+ qubits), use a higher f (3 - or 4) + (2 or 3). + * For medium to large size qubits (22+ qubits), use a higher f + typically, f=4 is the best option). * Simulating a **deep circuit** (depth 30+). ### 5. Consider multiple compute nodes @@ -144,9 +144,9 @@ depth beyond 20 qubits. * For circuits that contain fewer than 20 qubits, the qsimcirq translation layer performance overhead tends to dominate the runtime estimate. In addition to this, qsim is not optimized for small circuits - * ​​The total small circuits runtime overhead for an N qubit circuit - depends on the circuit depth and on N, and can be up to orders of - magnitude larger than $ 2^N $. + * The total small circuits runtime overhead for an N qubit circuit + depends on the circuit depth and on N. The overhead can be large enough to + conceal the $ 2^N $ growth in runtime. ## Sample benchmarks diff --git a/docs/tutorials/gcp_gpu.md b/docs/tutorials/gcp_gpu.md index e575bb2a..61e686fe 100644 --- a/docs/tutorials/gcp_gpu.md +++ b/docs/tutorials/gcp_gpu.md @@ -34,7 +34,7 @@ for your project. ### Find out more -* For a live experiment, see [Choosing hardware for your qsim simulation](/qsim/choose_hw) +* [Choosing hardware for your qsim simulation](/qsim/choose_hw) * [Choosing the right machine family and type](https://cloud.google.com/blog/products/compute/choose-the-right-google-compute-engine-machine-type-for-you) * [Creating a VM with attached GPUs](https://cloud.google.com/compute/docs/gpus/create-vm-with-gpus#create-new-gpu-vm) From 153f7cf18eadb54a77dff52e7840836645bc4f2c Mon Sep 17 00:00:00 2001 From: Ricardo Olenewa Date: Tue, 12 Oct 2021 18:08:33 +0000 Subject: [PATCH 3/4] Updates to text and images. Moved multinode tutorial to better place. --- docs/choose_hw.md | 33 +- docs/images/qsim_runtime_comparison.png | Bin 201441 -> 0 bytes .../qsim_runtime_comparison_noiseless.png | Bin 0 -> 134499 bytes docs/images/qsim_runtime_comparison_noisy.png | Bin 0 -> 129429 bytes docs/tutorials/multinode.md | 312 ++++++++++++++++++ 5 files changed, 331 insertions(+), 14 deletions(-) delete mode 100644 docs/images/qsim_runtime_comparison.png create mode 100644 docs/images/qsim_runtime_comparison_noiseless.png create mode 100644 docs/images/qsim_runtime_comparison_noisy.png create mode 100644 docs/tutorials/multinode.md diff --git a/docs/choose_hw.md b/docs/choose_hw.md index 7ddfc76d..09dd9177 100644 --- a/docs/choose_hw.md +++ b/docs/choose_hw.md @@ -32,8 +32,8 @@ simulation locally in the following cases: * Noisy simulations that use fewer than 18 qubits. If you intend to simulate a circuit many times, consider multinode simulation. -For more information about multinode simulation -[see step 5, below](#5_consider_multiple_compute_nodes). +For more information about multinode simulation [see step 5, +below](#5_consider_multiple_compute_nodes). ### 2. Estimate your memory requirements @@ -53,18 +53,20 @@ benefits from high-bandwidth memory (above 100GB/s). faster) for circuits with more than 20 qubits. * The maximum number of qubits that you can simulate with a GPU is limited by the memory of the GPU. Currently, for a noiseless simulation on an NVIDIA - A100 GPU, the maximum number of qubits is 32. + A100 GPU (with 40GB of memory), the maximum number of qubits is 32. * For noiseless simulations with 32-40 qubits, you can use CPUs. However, the runtime time increases exponentially with the number of qubits, and runtimes are long for simulations above 32 qubits. -The following chart shows the runtime for a circuit run on +The following charts show the runtime for a random circuit run on [Google Compute Engine](https://cloud.google.com/compute), using an NVidia A100 -GPU, and a compute-optimized CPU (c2-standard-4). Each circuit was -run with three different phase damping channel (p) settings: 0, 0.1, and 0.001. -The graph is log scale. +GPU, and a compute-optimized CPU (c2-standard-4). The first chart shows the +runtimes for the noiseless simulation. The second chart shows the runtimes for a +noisy simulation, using a phase damping channel (p=0.01). The charts use a log +scale. -![qsim runtime comparison on multipe processors and configurations](images/qsim_runtime_comparison.png) +![qsim runtime comparison on multipe processors: noiseless](images/qsim_runtime_comparison_noiseless.png) +![qsim runtime comparison on multipe processors: noisy](images/qsim_runtime_comparison_noisy.png) ### 4. Select a specific machine @@ -96,6 +98,9 @@ are “embarrassingly parallelizable”, there is an automated workflow for distributing these trajectories over multiple nodes. A simulation of many noiseless circuits can also be distributed over multiple compute nodes. +For mor information about running a mulitnode simulation, see [Multinode quantum +simulation using HTCondor on Google Cloud](/qsim/tutorials/multinode). + ## Runtime estimates Runtime grows exponentially with the number of qubits, and linearly with circuit @@ -104,7 +109,7 @@ depth beyond 20 qubits. * For noiseless simulations, runtime grows at a rate of $ 2^N $ for an N-qubit circuit. For more information about runtimes for small circuits, see [Additional notes for advanced users](#additional_notes_for_advanced_users) - below), + below). * For noisy simulations, runtime grows at a rate of $ 2^N $ multiplied by the number of iterations for an N-qubit circuit. @@ -113,16 +118,16 @@ depth beyond 20 qubits. * The impact of noise on simulation depends on: * What type of errors are included in your noise channel (decoherence, depolarizing channels, coherent errors, readout errors). - * How you can represent your noise model using Kraus operator formalism + * How you can represent your noise model using Kraus operator formalism: * Performance is best in the case where all Kraus operators are proportional to unitary matrices, such as when using only a depolarizing channel. In this case, memory requirements are equal to - noiseless memory requirements (8\*2^n bytes) + noiseless memory requirements (8\*2^n bytes). * Using noise which cannot be represented with Kraus operators proportional to unitary matrices, can slow down simulations by a factor of up to 6** **compared to using a depolarizing channel only * Noisy simulations are faster with lower noise (when one Kraus - operator dominates) + operator dominates). * Experimenting with the 'f' parameter (maximum number of qubits allowed per fused gate): * The advanced user is advised to try out multiple f values to optimize @@ -130,7 +135,7 @@ depth beyond 20 qubits. * Note that f=2 or f=3 can be optimal for large circuits simulated on CPUs with a smaller number of threads (say, up to four or eight threads). However, this depends on the circuit structure. - * Note that f=6 is very rarely optimal + * Note that f=6 is very rarely optimal. * Using the optimal number of threads: * Use the maximum number of threads on CPUs for the best performance. * If the maximum number of threads is not used on multi-socket machines @@ -143,7 +148,7 @@ depth beyond 20 qubits. * Runtime estimates for small circuits: * For circuits that contain fewer than 20 qubits, the qsimcirq translation layer performance overhead tends to dominate the runtime estimate. In - addition to this, qsim is not optimized for small circuits + addition to this, qsim is not optimized for small circuits. * The total small circuits runtime overhead for an N qubit circuit depends on the circuit depth and on N. 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zTzWIWmExDBpn&OPl4A2nUE;mK=aWDE8OH|$B!lc`x4rnoo!(UlB(H6b>}}qHcuP35 zT^l7BgOK{4Y+8w_F6;fUXm_jA=xNrN@=bF;{}RzebKY)OV#HAj6{m^X&9o4qb}dk6 zHTi3oSvd4t{oQx?%a4i0SAziJ{MTyOpCL7&yrTQzMJz7@b?<*)-d%+VfX+YvJY Date: Tue, 12 Oct 2021 19:29:01 +0000 Subject: [PATCH 4/4] Remove duplicate content from multinode tutorial. --- docs/tutorials/multinode/README.md | 312 ----------------------------- 1 file changed, 312 deletions(-) delete mode 100644 docs/tutorials/multinode/README.md diff --git a/docs/tutorials/multinode/README.md b/docs/tutorials/multinode/README.md deleted file mode 100644 index 2cf434c7..00000000 --- a/docs/tutorials/multinode/README.md +++ /dev/null @@ -1,312 +0,0 @@ -# Multinode quantum simulation using HTCondor on GCP - -In this tutorial, you will configure HTCondor to run multiple simulations of a -quantum circuit in parallel across multiple nodes. This method can be used to -accelerate Monte Carlo simulations of noisy quantum circuits. - -Objectives of this tutorial: - -* Use `terraform` to deploy a HTCondor cluster -* Run a multinode simulation using HTCondor -* Query cluster information and monitor running jobs in HTCondor -* Use `terraform` to destroy the cluster - -## 1. Configure your environment - -Although this tutorial can be run from your local computer, we recommend the use -of [Google Cloud Shell](https://cloud.google.com/shell). Cloud Shell has many useful tools pre-installed. - -Once you have completed the [Before you begin](./gcp_before_you_begin.md) -tutorial, open the [Cloud Shell in the Cloud Console](https://console.cloud.google.com/home/dashboard?cloudshell=true). - -### Clone this repo - -In your Cloud Shell window, clone this Github repo. -``` bash -git clone https://github.com/quantumlib/qsim.git -``` -If you get an error saying something like `qsim already exists`, you may need -to delete the `qsim` directory with `rm -rf qsim` and rerun the clone command. - -### Change directory - -Change directory to the tutorial: -``` bash -cd qsim/docs/tutorials/multinode/terraform -``` -This is where you will use `terraform` to create the HTCondor cluster required to run your jobs. - -### Edit `init.sh` file to match your environment - -Using your favorite text file editor, open the `init.sh` file. The first few -lines should look like this: -```bash -# ---- Edit below -----# - -export TF_VAR_project=[USER_PROJECT] -export TF_VAR_zone=us-east4-c -export TF_VAR_region=us-east4 -``` -Replace `[USER_PROJECT]` with the project name you chose on the -`Before you begin` page. - -The other lines can optionally be modified to adjust your environment. -* The `TF_VAR_zone` and `TF_VAR_region` lines can be modified to select where -your project will create new jobs. - -#### Find out more - -* [Choosing a zone and region](https://cloud.google.com/compute/docs/regions-zones) - -### Source the `init.sh` file - -The edited `init.sh` file should be "sourced" in the cloud shell: -``` bash -source init.sh -``` -Respond `Agree` to any pop-ups that request permissions on the Google Cloud platform. - -The final outcome of this script will include: - -* A gcloud config setup correctly -* A service account created -* The appropriate permissions assigned to the service account -* A key file created to enable the use of Google Cloud automation. - -This will take up to 60 seconds. At the end you will see output about -permissions and the configuration of the account. - -## 2. Run terraform - -After the previous steps are completed, you can initialize `terraform` to begin -your cluster creation. The first step is to initialize the `terraform` state. -``` bash -terraform init -``` -A successful result will contain the text: -``` -Terraform has been successfully initialized! -``` - -### Run the `make` command - -For convenience, some terraform commands are prepared in a `Makefile`. This -means you can now create your cluster, with a simple `make` command. -```bash -make apply -``` -A successful run will show: -``` -Apply complete! Resources: 4 added, 0 changed, 0 destroyed. -``` - -## 3. Connect to the submit node for HTCondor - -Although there are ways to run HTCondor commands from your local machine, -the normal path is to login to the submit node. From there you can run -commands to submit and monitor jobs on HTCondor. - -### List VMs that were created by HTCondor - -To see the VMs created by HTCondor, run: -```bash -gcloud compute instances list -``` -At this point in the tutorial, you will see two instances listed: -``` -NAME: c-manager -ZONE: us-central1-a -MACHINE_TYPE: n1-standard-1 -PREEMPTIBLE: -INTERNAL_IP: X.X.X.X -EXTERNAL_IP: X.X.X.X -STATUS: RUNNING - -NAME: c-submit -ZONE: us-central1-a -MACHINE_TYPE: n1-standard-1 -PREEMPTIBLE: -INTERNAL_IP: X.X.X.X -EXTERNAL_IP: X.X.X.X -STATUS: RUNNING -``` - -### Connecting to the submit node - -To connect to the submit node, click the `Compute Engine` item on the Cloud -dashboard. This will open the VM Instances page, where you should see the two -instances listed above. In the `c-submit` row, click on the `SSH` button to -open a new window connected to the submit node. During this step, you may see a -prompt that reads `Connection via Cloud Identity-Aware Proxy Failed`; simply -click on `Connect without Identity-Aware Proxy` and the connection should -complete. - -This new window is logged into your HTCondor cluster. You will see a command -prompt that looks something like this: -```bash -[mylogin@c-submit ~]$ -``` -The following steps should be performed in this window. - -### Checking the status - -You can run `condor_q` to verify if the HTCondor install is completed. The output should look something like this: -``` --- Schedd: c-submit.c.quantum-htcondor-14.internal : <10.150.0.2:9618?... @ 08/18/21 18:37:50 -OWNER BATCH_NAME SUBMITTED DONE RUN IDLE HOLD TOTAL JOB_IDS - -Total for query: 0 jobs; 0 completed, 0 removed, 0 idle, 0 running, 0 held, 0 suspended -Total for drj: 0 jobs; 0 completed, 0 removed, 0 idle, 0 running, 0 held, 0 suspended -Total for all users: 0 jobs; 0 completed, 0 removed, 0 idle, 0 running, 0 held, 0 suspended -``` -If you get `command not found`, you will need to wait a few minutes for the HTCondor install to complete. - -## 4. Get the sample code and run it - -The HTCondor cluster is now ready for your jobs to be run. For this tutorial, -sample jobs have been provided in the Github repo. - -### Clone the repo on your cluster - -On the submit node, you can clone the repo to get access to previously -created submission files: -```bash -git clone https://github.com/quantumlib/qsim.git -``` -Then cd to the tutorial directory. -```bash -cd qsim/docs/tutorials/multinode -``` - -### Submit a job - -Now it is possible to submit a job: -``` -condor_submit noiseless.sub -``` -This job will run the code in `noiseless3.py`, which executes a simple circuit and prints the results as a histogram. If successful, the output will be: -``` -Submitting job(s). -1 job(s) submitted to cluster 1. -``` -You can see the job in queue with the `condor_q` command. - -The job will take several minutes to finish. The time includes creating a VM -compute node, installing the HTCondor system and running the job. When complete, the following files will be stored in the `out` directory: - -* `out/log.1-0` contains a progress log for the job as it executes. -* `out/out.1-0` contains the final output of the job. -* `out/err.1-0` contains any error reports. This should be empty. - -To view one of these files in the shell, you can run `cat out/[FILE]`, -replacing `[FILE]` with the name of the file to be viewed. - -## 5. Run multinode noise simulations - -Noise simulations make use of a [Monte Carlo -method](https://en.wikipedia.org/wiki/Monte_Carlo_method) for [quantum -trajectories](https://en.wikipedia.org/wiki/Quantum_Trajectory_Theory). - -### The noise.sub file - -To run multiple simulations, you can define a "submit" file. `noise.sub` is -an example of this file format, and is shown below. Notable features include: - -* `universe = docker` means that all jobs will run inside a `docker` container. -* `queue 50` submits 50 separate copies of the job. - -``` -universe = docker -docker_image = gcr.io/quantum-builds/github.com/quantumlib/jupyter_qsim:latest -arguments = python3 noise3.py -should_transfer_files = YES -transfer_input_files = noise3.py -when_to_transfer_output = ON_EXIT -output = out/out.$(Cluster)-$(Process) -error = out/err.$(Cluster)-$(Process) -log = out/log.$(Cluster)-$(Process) -request_memory = 10GB -queue 50 -``` -The job can be submitted with the `condor_submit` command. -``` -condor_submit noise.sub -``` -The output should look like this: -``` -Submitting job(s).................................................. -50 job(s) submitted to cluster 2. -``` -To monitor the ongoing process of jobs running, you can take advantage of the -Linux `watch` command to run `condor_q` repeatedly: -``` -watch "condor_q; condor_status" -``` -The output of this command will show you the jobs in the queue as well as the -VMs being created to run the jobs. There is a limit of 20 VMs for this -configuration of the cluster. - -When the queue is empty, the command can be stopped with CTRL-C. - -The output from all trajectories will be stored in the `out` directory. To see -the results of all simulations together, you can run: -``` -cat out/out.2-* -``` -The output should look something like this: -``` -Counter({3: 462, 0: 452, 2: 50, 1: 36}) -Counter({0: 475, 3: 435, 1: 49, 2: 41}) -Counter({0: 450, 3: 440, 1: 59, 2: 51}) -Counter({0: 459, 3: 453, 2: 51, 1: 37}) -Counter({3: 471, 0: 450, 2: 46, 1: 33}) -Counter({3: 467, 0: 441, 1: 54, 2: 38}) -Counter({3: 455, 0: 455, 1: 50, 2: 40}) -Counter({3: 466, 0: 442, 2: 51, 1: 41}) -. -. -. -``` - -## 6. Shutting down - -**IMPORTANT**: To avoid excess billing for this project, it is important to -shut down the cluster. Return to the Cloud dashboard window for the steps below. - -If your Cloud Shell is still open, simply run: -``` -make destroy -``` -If your Cloud Shell closed at any point, you'll need to re-initialize it. -[Open a new shell](https://console.cloud.google.com/home/dashboard?cloudshell=true) -and run: -``` -cd qsim/docs/tutorials/multinode/terraform -source init.sh -make destroy -``` -After these commands complete, check the Compute Instances dashboard to verify -that all VMs have been shut down. This tutorial makes use of an experimental -[autoscaling script](./terraform/htcondor/autoscaler.py) to bring up and turn -down VMs as needed. If any VMs remain after several minutes, you may need to -shut them down manually, as described in the next section. - -## Next steps - -The file being run in the previous example was `noise3.py`. To run your own -simulations, simply create a new python file with your circuit and change the -`noise3.py` references in `noise.sub` to point to the new file. - -A detailed discussion of how to construct various types of noise in Cirq can be -found [here](https://quantumai.google/cirq/noise). - -For more information about managing your VMs, see the following documentation -from Google Cloud: - -* [Stopping and starting a VM](https://cloud.google.com/compute/docs/instances/stop-start-instance) -* [Suspending and resuming an instance](https://cloud.google.com/compute/docs/instances/suspend-resume-instance) -* [Deleting a VM instance](https://cloud.google.com/compute/docs/instances/deleting-instance) - -As an alternative to Google Cloud, you can download the Docker container or the -qsim source code to run quantum simulations on your own high-performance -computing platform.