{"id":15893,"date":"2023-10-18T11:55:57","date_gmt":"2023-10-18T15:55:57","guid":{"rendered":"https:\/\/blogs.mathworks.com\/simulink\/?p=15893"},"modified":"2023-10-18T11:55:57","modified_gmt":"2023-10-18T15:55:57","slug":"accelerator-cache-and-rebuilds-everything-you-need-to-know","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/simulink\/2023\/10\/18\/accelerator-cache-and-rebuilds-everything-you-need-to-know\/","title":{"rendered":"Accelerator Cache and Rebuilds &#8211; Everything you need to know"},"content":{"rendered":"<div class = rtcContent><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>In Simulink, the different simulation modes (accelerators) can save you a lot of time. There are, however, subtleties to what \u201ctime\u201d you can save, and how we can achieve those savings. In this post, I will explain most of the cases you can encounter, and hopefully shed light on what simulation modes and options best align with your needs. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>First, let me introduce the way I think about the main phases that take time when simulating a model involving any of the accelerator modes:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_1-1.png\" width = \"626\" height = \"160\" alt = \"\" style = \"vertical-align: baseline; width: 626px; height: 160px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If you start from scratch, without any existing cache, Simulink will do all 3 of those phases. However once you simulate the model, a <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/ug\/reuse-simulation-builds-for-faster-simulations.html\"><span>Simulink Cache<\/span><\/a><span> file gets created and can be reused for subsequent simulations.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_2-1.png\" width = \"925\" height = \"262\" alt = \"\" style = \"vertical-align: baseline; width: 925px; height: 262px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>On the above timeline, what I spend the most time explaining is the multiple subtleties that can cause the Checksum Analysis and Accelerator Target Generation to happen or not. I will try to summarize that here. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>There are differences for the three accelerator targets:<\/span><\/div><ul  style = 'margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px; '><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span>Top level Accelerator mode<\/span><\/li><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span>Rapid Accelerator mode<\/span><\/li><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span>Referenced models Accelerator mode<\/span><\/li><\/ul><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Let's look at each of them on by one.<\/span><\/div><h2  style = 'margin: 3px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>Top Level Accelerator mode<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>As described <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/ug\/how-the-acceleration-modes-work.html#brcp5hx-1\"><span>here<\/span><\/a><span>, in most cases, Accelerator mode uses Just-in-Time (JIT) acceleration to generate an execution engine in memory.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_3-1.png\" width = \"400\" height = \"233\" alt = \"\" style = \"vertical-align: baseline; width: 400px; height: 233px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Let's take a simple model and simulate it in Accelerator mode with verbose build enabled.<\/span><\/div><div class = 'preformatted-matlab' style = 'margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px; '><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >mdl = <\/span><span style=\"color: #a020f0;\">'vdp'<\/span><span >;<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = Simulink.SimulationInput(mdl);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = setModelParameter(in,<\/span><span style=\"color: #a020f0;\">'SimulationMode'<\/span><span >,<\/span><span style=\"color: #a020f0;\">'Accelerator'<\/span><span >);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = setModelParameter(in,<\/span><span style=\"color: #a020f0;\">'AccelVerboseBuild'<\/span><span >,<\/span><span style=\"color: #a020f0;\">'on'<\/span><span >);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >out = sim(in);<\/span><\/span><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If this is the first time you are simulating the model in a MATLAB session, 3 things can happen:<\/span><\/div><h4  style = 'margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: 700; text-align: left; '><span>1 - No Cache Available<\/span><\/h4><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If no cache is available or if the model has changed structurally since the last time the cache file was generated, Simulink will perform the checksum analysis and generate the accelerator target. Artifacts will be stored in the cache file to be reused in subsequent simulations.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>From the verbose build, you will see the following:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_4-1.png\" width = \"564\" height = \"135\" alt = \"\" style = \"vertical-align: baseline; width: 564px; height: 135px;\"><\/img><\/div><h4  style = 'margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: 700; text-align: left; '><span>2 - Cache is available<\/span><\/h4><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If a cache is available and the model has not changed structurally since the cache was built, Simulink will extract information that will make the generation of the execution engine faster. Verbose build will display the following:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_5-1.png\" width = \"318\" height = \"105\" alt = \"\" style = \"vertical-align: baseline; width: 318px; height: 105px;\"><\/img><\/div><h4  style = 'margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: 700; text-align: left; '><span>3 - Subsequent Runs<\/span><\/h4><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>After simulating the model once, the accelerator mode execution engine will remain in memory. If the model has not changed structurally, nothing will be displayed in the verbose log.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>In this case, for Accelerator mode, our timeline is reduced to those two phases:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_6-1.png\" width = \"441\" height = \"122\" alt = \"\" style = \"vertical-align: baseline; width: 441px; height: 122px;\"><\/img><\/div><h4  style = 'margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: 700; text-align: left; '><span>Fast Restart<\/span><\/h4><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>In the previous cases, Simulink had to analyze the model to detect if the accelerator execution engine needed to be rebuilt or not due to structural changes. For large models, this operation can take a non-negligible amount of time.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If you know that you will simulate the model multiple times without making structural changes, I recommend enabling <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/ug\/fast-restart-workflow.html\"><span>Fast Restart<\/span><\/a><span>.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_7-1.png\" width = \"828\" height = \"194\" alt = \"\" style = \"vertical-align: baseline; width: 828px; height: 194px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>With Fast Restart, after simulating, the model will remain in a compiled state, making editing impossible between runs. This reduces the initialization time (time spent in the first two phases) to practically zero. This reduces our timeline to only the execution phase:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_8-1.png\" width = \"231\" height = \"120\" alt = \"\" style = \"vertical-align: baseline; width: 231px; height: 120px;\"><\/img><\/div><h2  style = 'margin: 3px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>Rapid Accelerator<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Rapid Accelerator works differently. As described <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/ug\/how-the-acceleration-modes-work.html?s_tid=doc_srchtitle#brcp5hx-2\"><span>here<\/span><\/a><span>, Rapid Accelerator generates a standalone executable:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_9-1.png\" width = \"471\" height = \"291\" alt = \"\" style = \"vertical-align: baseline; width: 471px; height: 291px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Let\u2019s go through the 3 possible scenarios and what happens in each: <\/span><\/div><h4  style = 'margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: 700; text-align: left; '><span>1 - No cache available, or cache is out of date<\/span><\/h4><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>In Rapid Accelerator, a Build Summary is displayed, either in the Diagnostics Viewer if simulated using the play button, or at the MATLAB command prompt if using the <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/slref\/sim.html\"><span style=' font-family: monospace;'>sim<\/span><\/a><span> command.<\/span><\/div><div class = 'preformatted-matlab' style = 'margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px; '><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >mdl = <\/span><span style=\"color: #a020f0;\">'vdp'<\/span><span >;<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = Simulink.SimulationInput(mdl);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = setModelParameter(in,<\/span><span style=\"color: #a020f0;\">'SimulationMode'<\/span><span >,<\/span><span style=\"color: #a020f0;\">'Rapid'<\/span><span >);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >out = sim(in);<\/span><\/span><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If no cache exists, the build summary will say:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_10-1.png\" width = \"695\" height = \"211\" alt = \"\" style = \"vertical-align: baseline; width: 695px; height: 211px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If a cache file exists but is out of date, the build summary will include the reason why it rebuilds:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_11-1.png\" width = \"561\" height = \"208\" alt = \"\" style = \"vertical-align: baseline; width: 561px; height: 208px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>In this case, Simulink went through the entire timeline.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_12-1.png\" width = \"664\" height = \"124\" alt = \"\" style = \"vertical-align: baseline; width: 664px; height: 124px;\"><\/img><\/div><h4  style = 'margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: 700; text-align: left; '><span>2 - Cache is available<\/span><\/h4><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If a cache file exists and no structural changes have happened to the model sine the cache was built, you will see:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_13-1.png\" width = \"438\" height = \"116\" alt = \"\" style = \"vertical-align: baseline; width: 438px; height: 116px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>In this case, our timeline is:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_6-1.png\" width = \"441\" height = \"122\" alt = \"\" style = \"vertical-align: baseline; width: 441px; height: 122px;\"><\/img><\/div><h4  style = 'margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: 700; text-align: left; '><span>3 - RapidAcceleratorUpToDateCheck<\/span><\/h4><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>For Accelerator mode, I recommended using Fast Restart to skip the checksum analysis phase that decides if the accelerator target needs to be rebuilt. Fast Restart is not supported in Rapid Accelerator, but there is something you can do to skip the checksum analysis phase in this mode. For that, you can pass the option <\/span><span style=' font-family: monospace;'>RapidAcceleratorUpToDateCheck<\/span><span> to the <\/span><span style=' font-family: monospace;'>sim<\/span><span> command:<\/span><\/div><div class = 'preformatted-matlab' style = 'margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px; '><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >mdl = <\/span><span style=\"color: #a020f0;\">'vdp'<\/span><span >;<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = Simulink.SimulationInput(mdl);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = setModelParameter(in,<\/span><span style=\"color: #a020f0;\">'SimulationMode'<\/span><span >,<\/span><span style=\"color: #a020f0;\">'Rapid'<\/span><span >);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = setModelParameter(in,<\/span><span style=\"color: #a020f0;\">'RapidAcceleratorUpToDateCheck'<\/span><span >,<\/span><span style=\"color: #a020f0;\">'off'<\/span><span >);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >out = sim(in);<\/span><\/span><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>With this option, there is no build summary, because it is 100% sure that there will be no build.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>One important difference compared to Accelerator mode with Fast Restart is that the <\/span><span style=' font-family: monospace;'>RapidAcceleratorUpToDateCheck<\/span><span> option can be used for the first simulation in a MATLAB session if a cache file is available. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Coming back to our timeline, this option performs the execution phase only.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_8-1.png\" width = \"231\" height = \"120\" alt = \"\" style = \"vertical-align: baseline; width: 231px; height: 120px;\"><\/img><\/div><h2  style = 'margin: 3px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>Referenced Model in Accelerator Mode<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>A referenced model in Accelerator mode is different than the two use cases above. First, the simulation mode is controlled from the Model block dialog or Property Inspector:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_16-1.png\" width = \"772\" height = \"252\" alt = \"\" style = \"vertical-align: baseline; width: 772px; height: 252px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If you choose Accelerator mode, C code is being generated for the referenced model and compiled as a MEX-file. This offers a finer grain control when it comes to rebuild options.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If you look at the Model Referencing section of the Configuration set, you will see 4 options:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_17-1.png\" width = \"677\" height = \"270\" alt = \"\" style = \"vertical-align: baseline; width: 677px; height: 270px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>To learn more about those options, I recommend looking at <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/gui\/rebuild.html\"><span>this documentation page<\/span><\/a><span>. Specifically, this diagram:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_18-1.png\" width = \"570\" height = \"595\" alt = \"\" style = \"vertical-align: baseline; width: 570px; height: 595px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Here is how I interpret this diagram and the 4 rebuild options:<\/span><\/div><ul  style = 'margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px; '><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span style=' font-weight: bold; font-family: monospace;'>Always<\/span><span style=' font-weight: bold;'>:<\/span><span> This one is straightforward. Every time you simulate the model, Simulink ignores the cache, regenerate the accelerator target code and builds it. This is the most time consuming, and you get the full timeline:<\/span><\/li><\/ul><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_12-1.png\" width = \"664\" height = \"124\" alt = \"\" style = \"vertical-align: baseline; width: 664px; height: 124px;\"><\/img><\/div><ul  style = 'margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px; '><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span style=' font-weight: bold; font-family: monospace;'>If changes detected<\/span><span>: This option is the safest way to avoid unnecessary rebuilds. Simulink will do a checksum analysis every time you simulate the model and regenerate code if a structural change is detected. <\/span><\/li><\/ul><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_6-1.png\" width = \"441\" height = \"122\" alt = \"\" style = \"vertical-align: baseline; width: 441px; height: 122px;\"><\/img><\/div><ul  style = 'margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px; '><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span style=' font-weight: bold; font-family: monospace;'>If changes in known dependencies detected<\/span><span>: This option is usually the best tradeoff between safety and performance. Simulink will first look at the timestamp of the model and <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/gui\/modeldependencies.html\"><span>known dependencies<\/span><\/a><span> and if they have not changed since the cache was built, the cache will be used. If Simulink detects that the model or known dependencies have a timestamp more recent that the cache, then a checksum analysis is triggered to determine if code needs to be regenerated. If a structural change is detected, code will be generated and rebuilt. The downside of this option is that some dependencies might be unknown, see the <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/gui\/modeldependencies.html\"><span>known dependencies<\/span><\/a><span> documentation for more details on that. If the model has not changed structurally, our timeline can be one of those two. I describe below how to determine which one is happening for your model.<\/span><\/li><\/ul><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_21-1.png\" width = \"854\" height = \"122\" alt = \"\" style = \"vertical-align: baseline; width: 854px; height: 122px;\"><\/img><\/div><ul  style = 'margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px; '><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span style=' font-weight: bold; font-family: monospace;'>Never<\/span><span style=' font-weight: bold;'>:<\/span><span> This option is similar in nature to the <\/span><span style=' font-family: monospace;'>RapidAcceleratorUpToDateCheck<\/span><span> option for Rapid Accelerator mode. Simulink will close its eyes and blindly use the cache. This option comes with a <\/span><a href = \"https:\/\/www.mathworks.com\/help\/releases\/R2023b\/simulink\/gui\/neverrebuilddiagnostic.html\"><span>diagnostic<\/span><\/a><span> to detect if the cache should have been rebuilt. Setting this diagnostic to \"None\" is what will give you the fastest performance. Here is a screenshot:<\/span><\/li><\/ul><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_22-1.png\" width = \"570\" height = \"212\" alt = \"\" style = \"vertical-align: baseline; width: 570px; height: 212px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Configured that way, we get the fastest timeline:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_8-1.png\" width = \"231\" height = \"120\" alt = \"\" style = \"vertical-align: baseline; width: 231px; height: 120px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>I have to admit, the command-line equivalents of the rebuild options are quite different sounding than the graphical version. To help with that, here is a table:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_24-1.png\" width = \"657\" height = \"139\" alt = \"\" style = \"vertical-align: baseline; width: 657px; height: 139px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>To get a clear understanding of what happened, I recommend enabling the accelerator verbose build. <\/span><\/div><div class = 'preformatted-matlab' style = 'margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px; '><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >mdl = <\/span><span style=\"color: #a020f0;\">'sldemo_mdlref_basic'<\/span><span >;<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = Simulink.SimulationInput(mdl);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = setModelParameter(in,<\/span><span style=\"color: #a020f0;\">'UpdateModelReferenceTargets'<\/span><span >,<\/span><span style=\"color: #a020f0;\">'IfOutOfDate'<\/span><span >);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >in = setModelParameter(in,<\/span><span style=\"color: #a020f0;\">'AccelVerboseBuild'<\/span><span >,<\/span><span style=\"color: #a020f0;\">'on'<\/span><span >);<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(0, 0, 0); border-right: 0px none rgb(0, 0, 0); border-top: 0px none rgb(0, 0, 0); border-bottom: 0px none rgb(0, 0, 0); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >out = sim(in);<\/span><\/span><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>In this case, I am using \"<\/span><span style=' font-family: monospace;'>If changes in known dependencies detected<\/span><span>\" and I have a cache file available. However, I made a minor non-structural change to the referenced model. The build log tells us that it checks for structural change, does not find any and consequently does not regenerate code. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_25-1.png\" width = \"1102\" height = \"263\" alt = \"\" style = \"vertical-align: baseline; width: 1102px; height: 263px;\"><\/img><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If I rerun the same code, but this time without any modification to the referenced model, the check for structural changes is skipped, which can speed up the initialization significantly:<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_26-1.png\" width = \"911\" height = \"175\" alt = \"\" style = \"vertical-align: baseline; width: 911px; height: 175px;\"><\/img><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>Now it's your turn<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Hopefully the above information will help you getting the best performance out of your simulations involving accelerator modes. Let us know in the comments below how you are leveraging those options. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>If your model is triggering checksum analysis and rebuilds more often than you think it should, reach out to <\/span><a href = \"https:\/\/www.mathworks.com\/support\/contact_us.html\"><span>technical support<\/span><\/a><span> and we can help you with that.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span> <\/span><a href = \"https:\/\/matlab.mathworks.com\/open\/github\/v1?repo=simulink\/blog&amp;project=2023_10_18_Rebuild\/2023_10_18_Rebuild.prj\"><img class = \"imageNode\" src = \"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_27.png\" width = \"136\" height = \"21\" alt = \"\" style = \"vertical-align: baseline; width: 136px; height: 21px;\"><\/img><\/a><\/div>\r\n<\/div><script type=\"text\/javascript\">var css = ''; var head = document.head || document.getElementsByTagName('head')[0], style = document.createElement('style'); head.appendChild(style); style.type = 'text\/css'; if (style.styleSheet){ style.styleSheet.cssText = css; } else { style.appendChild(document.createTextNode(css)); }<\/script>","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img src=\"https:\/\/blogs.mathworks.com\/simulink\/files\/AcceleratorRebuild_17-1.png\" class=\"img-responsive attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" \/><\/div><p>In Simulink, the different simulation modes (accelerators) can save you a lot of time. There are, however, subtleties to what \u201ctime\u201d you can save, and how we can achieve those savings. In this post,... <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/simulink\/2023\/10\/18\/accelerator-cache-and-rebuilds-everything-you-need-to-know\/\">read more >><\/a><\/p>","protected":false},"author":41,"featured_media":15920,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[66,143,33],"tags":[456,430],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/posts\/15893"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/users\/41"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/comments?post=15893"}],"version-history":[{"count":1,"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/posts\/15893\/revisions"}],"predecessor-version":[{"id":15980,"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/posts\/15893\/revisions\/15980"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/media\/15920"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/media?parent=15893"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/categories?post=15893"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/simulink\/wp-json\/wp\/v2\/tags?post=15893"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}