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  # Performance benchmarks of quantum simulators
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- **Quantum Simulators benchmarked**
 
 
 
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- **Tooling used for benchmarking**
 
 
 
 
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  # Performance benchmarks of quantum simulators
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+ There has been a rapid rise in the development of quantum simulators, both to validate the quantum
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+ hardware and also to explore the limitations of classical simulation, thereby the regime of quantum
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+ advantage. Quantum simulators which are HPC (High Performance Computing) compliant are chosen and
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+ their performance is benchmarked on various compute capabilities as offered by the HPC.
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+ Notebooks provide the Time to Solution (TtS) performance of the quantum simulators
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+ obtained using a containerized toolchain wherein each simulation package accepts the quantum
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+ algorithm in the QASM2 format, the simulation package and the compute capability on the HPC.
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+ The containerized toolchain allows for portability of the benchmarking scheme, reproducibility
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+ of the performance data, is modular and easily extensible to include other packages.
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+ The benchmarked packages include:
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+
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+ | Command | Description |
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+ | --- | --- |
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+ | `git status` | List all *new or modified* files |
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+ | `git diff` | Show file differences that **haven't been** staged |
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+
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+
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+ <table ><tr><th >Stretch/Untouched <th><th> ProbDistribution <th><th> Accuracy <tr><tr>
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+ <tr><td> Stretched <td><td> Gaussian <td><td> .843 <td><tr><table>
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+
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+
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+ | Column 1 Header | Column 2 Header | Column 3 Header |
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+ | --------------- | --------------- | --------------- |
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+ | Row 1 Column 1 | Row 1 Column 2 | Row 1 Column 3 |
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+ | Row 2 Column 1 | Row 2 Column 2 | Row 2 Column 3 |
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+ | Row 3 Column 1 | Row 3 Column 2 | Row 3 Column 3 |
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+
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+ --------------------------------------------------
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+ <table>
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+ <tr>
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+ <th>Heading 1</th>
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+ <th>Heading 2</th>
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+ <th>Heading 3</th>
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+ </tr>
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+
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+ <tr>
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+ <td>Replace</td>
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+ <td>Replace</td>
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+ <td>Replace</td>
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+ </tr>
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+
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+ <tr>
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+ <td>Replace</td>
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+ <td>Replace</td>
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+ <td>Replace</td>
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+ </tr>
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+
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+ </table>
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+
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+ The compute capabilities of the HPC include:
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+
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+ The quantum algorithms benchmarked include: