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    <p>Sounds like a very useful tool.  Thank you for contributing.</p>
    <p>Taking a step back and looking at the big picture, combining this
      with the recently contributed llvm-mca dramatically improves our
      scheduling and performance analysis story.  Being able to take a
      snippet of code on a particular machine, measure
      latency/throughput/ports for each instruction (this tool), and
      then analyze the entire code sequence in an actionable way using
      the measured information (llvm-mca), leads to a very powerful
      performance analysis workflow.  <br>
    </p>
    <br>
    <div class="moz-cite-prefix">On 03/15/2018 08:04 AM, Guillaume
      Chatelet via llvm-dev wrote:<br>
    </div>
    <blockquote type="cite"
cite="mid:CAEuKeeEHfY0ydf1bTXjS3ND3nbgoFN5dV82D=VhNoaY0vMerew@mail.gmail.com">
      <div dir="ltr"><span
id="gmail-m_-3389961447841594895m_-971815685618268078inbox-inbox-docs-internal-guid-1c394e3d-2a21-a2b0-ec96-98e1318e8606"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial">
          <div
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:small;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial"><span><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[You can find an easier to read and more complete version of this RFC <a href="https://docs.google.com/document/d/1QidaJMJUyQdRrFKD66vE1_N55whe0coQ3h1GpFzz27M/edit?ts=5aaa84ee#" target="_blank" style="color:rgb(17,85,204)" moz-do-not-send="true">here</a>.]</span></span></div>
          <br>
        </span>
        <p dir="ltr"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:justify"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">
</span></p>
        <p dir="ltr"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:justify"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Knowing instruction scheduling properties (latency, uops) is the basis for all scheduling work done by LLVM.</span></p>
        <br
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial">
        <p dir="ltr"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:justify"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Unfortunately, vendors usually release only partial (and sometimes incorrect) information.  Updating the information is painful and requires careful guesswork and analysis. As a result, scheduling information is incomplete for most X86 models (</span><a
            href="https://bugs.llvm.org/show_bug.cgi?id=32325"
            target="_blank"
            style="color:rgb(17,85,204);text-decoration-line:none"
            moz-do-not-send="true"><span style="font-size:11pt;font-family:Arial;color:rgb(17,85,204);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">this bug</span></a><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> tracks some of these issues). The goal of the tool presented here is to automatically (in)validate the TableDef scheduling models. In the long run we envision automatic generation of the models.</span></p>
        <br
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial">
        <p dir="ltr"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:justify"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">At Google, we have developed a tool that, given an instruction mnemonic, uses the data in `</span><span style="font-size:11pt;font-family:Consolas;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">MCInstrInfo</span><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">` to generate a code snippet that makes execution as serial (resp. as parallel) as possible so that we can measure the latency (resp. uop decomposition) of the instruction. The code snippet is jitted and executed on the host subtarget. The time taken (resp. resource usage) is measured using hardware performance counters. More details can be found in the ‘implementation’ section of the RFC.</span></p>
        <br
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial">
        <p dir="ltr"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:justify"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">For people familiar with the work of Agner Fog, this is essentially an automation of the process of building the code snippets using instruction descriptions from LLVM. </span></p>
        <span
id="gmail-m_-3389961447841594895m_-971815685618268078inbox-inbox-docs-internal-guid-1c394e3d-2a21-e904-346a-6decad13442d"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial">
          <h1 dir="ltr"
            style="line-height:1.38;margin-top:20pt;margin-bottom:6pt"><span style="font-size:20pt;font-family:Arial;background-color:transparent;font-weight:400;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Results</span></h1>
          <ul style="margin-top:0pt;margin-bottom:0pt">
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Solving </span><a href="https://bugs.llvm.org/show_bug.cgi?id=36084" target="_blank" style="color:rgb(17,85,204);text-decoration-line:none" moz-do-not-send="true"><span style="font-size:11pt;color:rgb(17,85,204);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">this bug</span></a><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> (sandybridge):</span></p></li>
          </ul>
          <div dir="ltr" style="margin-left:0pt">
            <table style="border:none;border-collapse:collapse">
              <colgroup><col width="682"></colgroup><tbody>
                <tr style="height:0pt">
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:1pt;border-style:solid;border-color:rgb(0,0,0);vertical-align:top;padding:5pt">
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">> llvm-exegesis -opcode-name IMUL16rri8 -benchmark-mode latency</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">---</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">asm_template:    </font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">  name:            latency IMUL16rri8</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">cpu_name:        sandybridge</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">llvm_triple:     x86_64-grtev4-linux-gnu</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">num_repetitions: 10000</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">measurements:    </font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">  - { key: latency, value: 4.0115, debug_string: '' }</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">error:           ''</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">...</font></span></p>
                  </td>
                </tr>
              </tbody>
            </table>
          </div>
          <br>
          <div dir="ltr" style="margin-left:0pt">
            <table style="border:none;border-collapse:collapse">
              <colgroup><col width="683"></colgroup><tbody>
                <tr style="height:0pt">
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:1pt;border-style:solid;border-color:rgb(0,0,0);vertical-align:top;padding:5pt">
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">> llvm-exegesis -opcode-name IMUL16rri8 -benchmark-mode uops</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">---</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">asm_template:    </font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">  name:            uops IMUL16rri8</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">cpu_name:        sandybridge</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">llvm_triple:     x86_64-grtev4-linux-gnu</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">num_repetitions: 10000</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">measurements:    </font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">  - { key: '2', value: 0.5232, debug_string: SBPort0 }</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">  - { key: '3', value: 1.0039, debug_string: SBPort1 }</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">  - { key: '4', value: 0.0024, debug_string: SBPort4 }</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">  - { key: '5', value: 0.3693, debug_string: SBPort5 }</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">error:           ''</font></span></p>
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;color:rgb(67,67,67);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="monospace, monospace">...</font></span></p>
                  </td>
                </tr>
              </tbody>
            </table>
          </div>
          <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;margin-left:36pt"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Running both these commands took ~.2 seconds including printing.</span></p>
          <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;margin-left:36pt"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">
</span></p>
          <br>
          <ul style="margin-top:0pt;margin-bottom:0pt">
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><a href="https://docs.google.com/spreadsheets/d/11_vFQRpiPHQ3zLcx8cVYYCqR5N5PCa4IvMyKHwF7Op4/edit?usp=sharing" target="_blank" style="color:rgb(17,85,204);text-decoration-line:none" moz-do-not-send="true"><span style="font-size:11pt;color:rgb(17,85,204);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">List of measured latencies</span></a><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> for sandybridge, haswell and skylake processors including diffs with LLVM latencies. Excerpt:</span></p></li>
          </ul>
          <br>
          <div dir="ltr" style="margin-left:0pt">
            <table style="border:none;border-collapse:collapse">
              <colgroup><col width="97"><col width="97"><col width="97"><col
                  width="97"><col width="97"><col width="97"><col
                  width="97"></colgroup><tbody>
                <tr style="height:15pt">
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt"><br>
                  </td>
                  <td colspan="2"
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">sandybridge</span></p>
                  </td>
                  <td colspan="2"
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">haswell</span></p>
                  </td>
                  <td colspan="2"
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">skylake</span></p>
                  </td>
                </tr>
                <tr style="height:15pt">
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">mnemonic</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">llvm-exegesis</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">TD file</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">llvm-exegesis</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">TD file</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">llvm-exegesis</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:center"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">TD file</span></p>
                  </td>
                </tr>
                <tr style="height:15pt">
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">SHR32r1</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">1.01</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">1.00</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">1.00</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">1.00</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">1.01</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">1.00</span></p>
                  </td>
                </tr>
                <tr style="height:15pt">
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
                      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">IMUL16rri</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">4.02</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">3.00</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">4.01</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">3.00</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">4.01</span></p>
                  </td>
                  <td
style="font-family:arial,sans-serif;margin:0px;border-width:0.75pt;border-style:solid;border-color:rgb(204,204,204);vertical-align:bottom;padding:2pt">
                    <p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;text-align:right"><span style="font-size:10pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">3.00</span></p>
                  </td>
                </tr>
              </tbody>
            </table>
          </div>
          <br>
          <ul style="margin-top:0pt;margin-bottom:0pt">
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Some instructions have different </span><span style="font-size:11pt;background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">implementations</span><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> depending on which registers are assigned. This is well known for cases like `</span><span style="font-size:11pt;font-family:Consolas;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">xor eax, eax`</span><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> and `</span><span style="font-size:11pt;font-family:Consolas;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">xor eax, ebx`</span><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">, which emits no uops in the first case (this happens during register renaming, see Agner Fog’s “Register Allocation and Renaming”, in </span><a href="http://www.agner.org/optimize/microarchitecture.pdf" target="_blank" style="color:rgb(17,85,204);text-decoration-line:none" moz-do-not-send="true"><span style="font-size:11pt;color:rgb(17,85,204);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">microarchitecture.pdf</span></a><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">). But we found out that this can go further. For example, </span><span style="font-size:11pt;font-family:Consolas;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">SHLD64rri8</span><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> takes one cycle and runs on P06 in the </span><span style="font-size:11pt;font-family:Consolas;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">`shld rax, rax, 0x1`</span><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> case, but takes 3 cycles and runs on P1 in the </span><span style="font-size:11pt;font-family:Consolas;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">`shld rbx, rax, 0x1`</span><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> case. To the best of our knowledge, this has not yet been described.</span></p></li>
          </ul>
          <h1 dir="ltr"
            style="line-height:1.38;margin-top:20pt;margin-bottom:6pt"><span style="font-size:20pt;font-family:Arial;background-color:transparent;font-weight:400;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Future Work</span></h1>
          <ul style="margin-top:0pt;margin-bottom:0pt">
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[easy] Fix Intel Scheduling Models.</span></p></li>
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[easy] Extend to memory operands.</span></p></li>
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[easy] Make the tool work reliably for x87 instructions.</span></p></li>
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[medium] A tool that automatically create patches to TD files.</span></p></li>
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[medium] Measure the effect of immediate/register values: Some instructions have performance characteristics that depends on the values it operates on. We should explore the value space (0, 1, ~1, 2^{8,16,32,64}, inf, nan, denorm...).</span></p></li>
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[medium] Measure the effect of changing registers on instruction </span><span style="font-size:11pt;background-color:transparent;font-style:italic;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">implementation</span><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> (see </span><a href="https://docs.google.com/document/d/1QidaJMJUyQdRrFKD66vE1_N55whe0coQ3h1GpFzz27M/edit?ts=5aaa84ee#bookmark=kix.q6a0imw9qn1n" target="_blank" style="color:rgb(17,85,204);text-decoration-line:none" moz-do-not-send="true"><span style="font-size:11pt;color:rgb(17,85,204);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">results section</span></a><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> above). Model this in LLVM TD schema.</span></p></li>
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[hard] Make the tool work for instruction that have side effects (e.g. PUSH/POP, JMP, ...). This might involve extending the TD schema with information on how to setup measurements for specific instructions.</span></p></li>
            <li dir="ltr" style="margin-left:15px;list-style-type:disc;font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">[??] Make the tool work for other CPUs. This mainly depends on the presence of performance counters.</span></p></li>
          </ul>
          <h1 dir="ltr"
            style="line-height:1.38;margin-top:20pt;margin-bottom:6pt"><span style="font-size:20pt;font-family:Arial;background-color:transparent;font-weight:400;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Open Questions</span></h1>
          <span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">We depend on </span><a
            href="http://perfmon2.sourceforge.net/docs_v4.html"
            target="_blank"
            style="color:rgb(17,85,204);text-decoration-line:none"
            moz-do-not-send="true"><span style="font-size:11pt;font-family:Arial;color:rgb(17,85,204);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">libpfm</span></a><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">. How do we handle the dependency ?</span></span><br
class="gmail-m_-3389961447841594895m_-971815685618268078inbox-inbox-Apple-interchange-newline"
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial">
        <div
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial"><span><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">
</span></span></div>
        <div
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial"><span><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">--</span></span></div>
        <div
style="color:rgb(34,34,34);font-family:arial,sans-serif;font-size:12.8px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial"><span style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-size:11pt;font-family:Arial;vertical-align:baseline;white-space:pre-wrap">Guillaume Chatelet (</span><a
            href="mailto:gchatelet@google.com" target="_blank"
            style="color:rgb(17,85,204);text-decoration-line:none"
            moz-do-not-send="true"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">gchatelet@google.com</span></a><span style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-size:11pt;font-family:Arial;vertical-align:baseline;white-space:pre-wrap">), Clement Courbet (</span><a
            href="mailto:courbet@google.com" target="_blank"
            style="color:rgb(17,85,204);text-decoration-line:none"
            moz-do-not-send="true"><span style="font-size:11pt;font-family:Arial;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">courbet@google.com</span></a><span style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-size:11pt;font-family:Arial;vertical-align:baseline;white-space:pre-wrap">) for the Google Compiler Research Team</span></div>
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      <pre wrap="">_______________________________________________
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</pre>
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