Category: News
i can’t see work side of a COPE phone by USB
Hello everyone,
As the title says, when i plug a phone to my PC, i can’t see both profile in the folder, i only see the personnal one.
I’ve checked the configuration, which allow it to be seen from USB, I’ve check the compliance and there is nothing that can block it there ( from what i saw ).
Anyone got the same issue as me and know how to get through it ?
Thanks !
Hello everyone,As the title says, when i plug a phone to my PC, i can’t see both profile in the folder, i only see the personnal one.I’ve checked the configuration, which allow it to be seen from USB, I’ve check the compliance and there is nothing that can block it there ( from what i saw ).Anyone got the same issue as me and know how to get through it ?Thanks ! Read More
SharePoint embedded folder in Power Apps suddenly gives a 401 UNAUTHORIZED error
Hello,
We are using an iFrame in a Power Apps model-driven app to display a SharePoint Online folder in context of the record.
This approach has been working fine for at least a couple of months but suddenly we are getting an 401 UNAUTHORIZED error in the iFrame.
The user can open the folder in a new tab without any issues.
Does anyone know if anything has changed in SharePoint that could affect this approach? E.g. something regarding authentication or similar?
BR,
Niels
Hello, We are using an iFrame in a Power Apps model-driven app to display a SharePoint Online folder in context of the record. This approach has been working fine for at least a couple of months but suddenly we are getting an 401 UNAUTHORIZED error in the iFrame. The user can open the folder in a new tab without any issues. Does anyone know if anything has changed in SharePoint that could affect this approach? E.g. something regarding authentication or similar? BR,Niels Read More
Connecting Separate Excel sheets for Asset Management
Hi, am working on a simple asset management solution for my company using Excel. The spreadsheets will eventually become data sources for a power app that will make the asset tracking more user friendly. In the meantime, there is one thing I am stuck on.
I have one sheet for laptops (plus data – RAM, SSD, warranty exp, domain, etc.) One of the columns in the laptop sheet, lists the assigned user (“Employee”). The user is chosen from a dropdown, and the data/choices comes from another sheet that lists employees. The employees list also has a column for laptop and it is supposed to list the laptop assigned to them (“Laptop [Device Name]”).
I would like the laptop column in the employee list to update when the assigned user is entered into the laptop inventory list. OR vice versa, whatever is possible – if either are.
Is this type of connection possible between two sheets?
Thank you for taking the time to read my post.
Sincerely,
Not an Excel Expert
Images:
Laptop Sheet:
Employee Sheet:
Hi, am working on a simple asset management solution for my company using Excel. The spreadsheets will eventually become data sources for a power app that will make the asset tracking more user friendly. In the meantime, there is one thing I am stuck on. I have one sheet for laptops (plus data – RAM, SSD, warranty exp, domain, etc.) One of the columns in the laptop sheet, lists the assigned user (“Employee”). The user is chosen from a dropdown, and the data/choices comes from another sheet that lists employees. The employees list also has a column for laptop and it is supposed to list the laptop assigned to them (“Laptop [Device Name]”). I would like the laptop column in the employee list to update when the assigned user is entered into the laptop inventory list. OR vice versa, whatever is possible – if either are. Is this type of connection possible between two sheets? Thank you for taking the time to read my post. Sincerely,Not an Excel Expert Images:Laptop Sheet:Employee Sheet: Read More
Unlock the Power of Small Language Models with Phi-3 and Azure AI Studio
Introduction:
As a technical student, you’re likely fascinated by the rapidly evolving world of artificial intelligence (AI) and machine learning. In this blog, we’ll explore the exciting realm of Small Language Models (SLMs), a new breed of AI models that are redefining what’s possible with Azure.
What are Small Language Models (SLMs)?
Small Language Models (SLMs) are a type of neural network designed to process and generate human-like text. Unlike traditional language models, SLMS are optimized for smaller size and faster training times, making them more accessible and scalable for developers like you.
Introducing Phi-3: Redefining What’s Possible with SLMs
Microsoft announced the introduction of Phi-3, a revolutionary new architecture that leverages the power of SLMS. Phi-3 redefines what’s possible with language models, enabling faster and more accurate text processing.
Getting Started with Phi-3 and Azure AI Studio: A Step-by-Step Guide
Step 1: Set Up Your Environment
Create an Azure account if you haven’t already.
Install the Azure CLI or use a cloud-based IDE like Visual Studio Code.
Familiarize yourself with Python, as it’s the primary language used in Azure AI Studio.
Step 2: Setup your Azure Azure AI Studio
Go to the Azure AI Studio and follow the installation instructions for your preferred platform (Windows, macOS, or Linux).
Launch the Azure AI Studio and sign in with your Azure account credentials.
Step 3: Explore Phi-3 Models
Explore the model catalog in Azure AI Studio – Azure AI Studio
Navigate to the Model Catalog and install the Phi-3 models.
Import the Phi-3 models into Azure AI Studio using the built-in data loading features.
Experiment with different Phi-3 model variants to see how they perform on various text processing tasks.
Step 4: Build Your First SLM-based Application
Choose a sample project from the Azure AI Studio template gallery or create your own from scratch.
Use the Phi-3 models and Azure AI Studio’s built-in functionality to develop an SLM-based application that performs text classification, sentiment analysis, or language translation.
Step 5: Deploy Your Application
Once you’ve developed your SLM-based application, deploy it to the cloud using Azure Kubernetes Service (AKS) or Azure Functions.
Use Azure Monitor and Log Analytics to track your application’s performance and troubleshoot any issues that arise.
Tips and Tricks for Success
Experiment with different Phi-3 model variants and hyperparameters to optimize your SLM-based application’s performance.
Leverage Azure AI Studio’s built-in collaboration features, such as code sharing and version control, to work with team members on your project.
Join the Microsoft AI Discord community forum to connect with other developers and get help when you need it.
Conclusion:
In this blog, we’ve explored the exciting world of Small Language Models (SLMs) and introduced you to Phi-3, a revolutionary new architecture that leverages the power of SLMS. By following the steps outlined in this guide, you can get started with Phi-3 and Azure AI Studio and unlock the full potential of SLMs for your technical projects.
Additional Resources:
Try Phi-3 Playground Experience
Azure Blog: Introducing Phi-3: Redefining what’s possible with SLMs | Microsoft Azure Blog
Microsoft Developer Blog: Phi-3 Models Getting Started
Azure AI Studio Documentation: Getting Started Guide
Phi-3 benchmarks and technical paper.
Phi-3 on the AI Show
Microsoft AI Discord Community http://aka.ms/AzureAI/Discord
Global AI Community http://globalai.community
Azure AI Samples http://github.com/azure-samples/azureai-samples
Microsoft AI Show http://aka.ms/aishow
Microsoft Tech Community – Latest Blogs –Read More
One sys multiple validation
Hello,
I’m trying to use the compare function to compare one sysid and three validation data. But Matlab always uses z_1 for validation. Why?
Another solution could be to plot sys, z_1,z_2, and z_3 in the same window, but I need to figure out how to do this because sys is an idpoly (structure) variable.
compare(sys,z_1,z_2,z_3)Hello,
I’m trying to use the compare function to compare one sysid and three validation data. But Matlab always uses z_1 for validation. Why?
Another solution could be to plot sys, z_1,z_2, and z_3 in the same window, but I need to figure out how to do this because sys is an idpoly (structure) variable.
compare(sys,z_1,z_2,z_3) Hello,
I’m trying to use the compare function to compare one sysid and three validation data. But Matlab always uses z_1 for validation. Why?
Another solution could be to plot sys, z_1,z_2, and z_3 in the same window, but I need to figure out how to do this because sys is an idpoly (structure) variable.
compare(sys,z_1,z_2,z_3) sysid, compare MATLAB Answers — New Questions
Modified tumor growth model
Hi,
Where do I find the new version of tumor growth model? I don’t find it in the library.
Thanks.Hi,
Where do I find the new version of tumor growth model? I don’t find it in the library.
Thanks. Hi,
Where do I find the new version of tumor growth model? I don’t find it in the library.
Thanks. tumor growth model MATLAB Answers — New Questions
Couldn’t get equations in html when convert word .docx file to html file in C#.
I have .net C# application in which I am extracting data from word file and save it in database particularly. To store word all data as it is I am converting the whole word file firstly in HTML and then checking html paragraph one by one.
At the time of converting from word file to html my equations which are in the word document file was convert into image.
Globals.ThisAddIn.Application.ActiveDocument.Select();
Microsoft.Office.Interop.Word.Document doc = Globals.ThisAddIn.Application.ActiveDocument;
string result = Path.GetTempPath();
string tmpFileName = Globals.ThisAddIn.Application.ActiveDocument.FullName;
doc.SaveEncoding = Microsoft.Office.Core.MsoEncoding.msoEncodingUSASCII;
if (File.Exists(result + “temp.html”))
{
File.Delete(result + “temp.html”);
}
doc.SaveAs(result + “temp.html”, WdSaveFormat.wdFormatFilteredHTML);
doc.Close(Microsoft.Office.Interop.Word.WdSaveOptions.wdDoNotSaveChanges);
HtmlAgilityPack.HtmlDocument mangledHTML = new HtmlAgilityPack.HtmlDocument();
mangledHTML.Load(result + “temp.html”);
if (File.Exists(result + “newtemp.html”))
{
File.Delete(result + “newtemp.html”);
}
mangledHTML.Save(result + “newtemp.html”);
// Remove standalone CRLF
string badHTML = File.ReadAllText(result + “newtemp.html”);
badHTML = badHTML.Replace(“rnrn”, “ackThbbtt “);
badHTML = badHTML.Replace(“rn”, ” “);
badHTML = badHTML.Replace(“ackThbbtt “, “rn”);
badHTML = badHTML.Replace(‘�’, ‘ ‘);
if (File.Exists(result + “finaltemp.html”))
{
File.Delete(result + “finaltemp.html”);
}
File.WriteAllText(result + “finaltemp.html”, badHTML);
// Clean up temp files, show the finished result in Notepad
File.Delete(result + “temp.html”);
File.Delete(result + “newtemp.html”);
Microsoft.Office.Interop.Word.Document orignalDoc = new Document();
orignalDoc = Globals.ThisAddIn.Application.Documents.Open(tmpFileName);
Basically, what I want to do is I want to store all word document paragraph data separately in database and I also want it’s all property like font size, font width, font name and font style. So that I can show it in my application as it is as I written in word document file.
To represent it as it is I need to convert it html format and the by sepreting all paragraphs I can store it in database. But when in my word document has paragraph which have equations then
Globals.ThisAddIn.Application.ActiveDocument.Select();
Microsoft.Office.Interop.Word.Document doc = Globals.ThisAddIn.Application.ActiveDocument;
string result = Path.GetTempPath();
string tmpFileName = Globals.ThisAddIn.Application.ActiveDocument.FullName;
doc.SaveEncoding = Microsoft.Office.Core.MsoEncoding.msoEncodingUSASCII;
This code converts my word documents all equations in Images and as it convert in image I can’t show the equation properly in my application.
So I tried to convert this equations in MATHML form but I couldn’t solve this.
I have .net C# application in which I am extracting data from word file and save it in database particularly. To store word all data as it is I am converting the whole word file firstly in HTML and then checking html paragraph one by one.At the time of converting from word file to html my equations which are in the word document file was convert into image. Globals.ThisAddIn.Application.ActiveDocument.Select();
Microsoft.Office.Interop.Word.Document doc = Globals.ThisAddIn.Application.ActiveDocument;
string result = Path.GetTempPath();
string tmpFileName = Globals.ThisAddIn.Application.ActiveDocument.FullName;
doc.SaveEncoding = Microsoft.Office.Core.MsoEncoding.msoEncodingUSASCII;
if (File.Exists(result + “temp.html”))
{
File.Delete(result + “temp.html”);
}
doc.SaveAs(result + “temp.html”, WdSaveFormat.wdFormatFilteredHTML);
doc.Close(Microsoft.Office.Interop.Word.WdSaveOptions.wdDoNotSaveChanges);
HtmlAgilityPack.HtmlDocument mangledHTML = new HtmlAgilityPack.HtmlDocument();
mangledHTML.Load(result + “temp.html”);
if (File.Exists(result + “newtemp.html”))
{
File.Delete(result + “newtemp.html”);
}
mangledHTML.Save(result + “newtemp.html”);
// Remove standalone CRLF
string badHTML = File.ReadAllText(result + “newtemp.html”);
badHTML = badHTML.Replace(“rnrn”, “ackThbbtt “);
badHTML = badHTML.Replace(“rn”, ” “);
badHTML = badHTML.Replace(“ackThbbtt “, “rn”);
badHTML = badHTML.Replace(‘�’, ‘ ‘);
if (File.Exists(result + “finaltemp.html”))
{
File.Delete(result + “finaltemp.html”);
}
File.WriteAllText(result + “finaltemp.html”, badHTML);
// Clean up temp files, show the finished result in Notepad
File.Delete(result + “temp.html”);
File.Delete(result + “newtemp.html”);
Microsoft.Office.Interop.Word.Document orignalDoc = new Document();
orignalDoc = Globals.ThisAddIn.Application.Documents.Open(tmpFileName);
Basically, what I want to do is I want to store all word document paragraph data separately in database and I also want it’s all property like font size, font width, font name and font style. So that I can show it in my application as it is as I written in word document file.To represent it as it is I need to convert it html format and the by sepreting all paragraphs I can store it in database. But when in my word document has paragraph which have equations thenGlobals.ThisAddIn.Application.ActiveDocument.Select();
Microsoft.Office.Interop.Word.Document doc = Globals.ThisAddIn.Application.ActiveDocument;
string result = Path.GetTempPath();
string tmpFileName = Globals.ThisAddIn.Application.ActiveDocument.FullName;
doc.SaveEncoding = Microsoft.Office.Core.MsoEncoding.msoEncodingUSASCII;This code converts my word documents all equations in Images and as it convert in image I can’t show the equation properly in my application.So I tried to convert this equations in MATHML form but I couldn’t solve this. Read More
Can’t Enroll for Microsoft Partner Program
Hi,
I am trying to create my company profile: Veritas Analytica on Microsoft Partner Portal with my company email ID: email address removed for privacy reasons. Upon clicking Send Code for verification, it generates an unexpected error. When we tried to contact support for this enrollment issue, it was not making the option clickable for us.
We got stuck in an endless loop of signing in and out of our work account. Please let us know how we can fill in our company details and get our company enrolled for Microsoft Partner Network.
Best,
Manal Mustafa.
Hi, I am trying to create my company profile: Veritas Analytica on Microsoft Partner Portal with my company email ID: email address removed for privacy reasons. Upon clicking Send Code for verification, it generates an unexpected error. When we tried to contact support for this enrollment issue, it was not making the option clickable for us. We got stuck in an endless loop of signing in and out of our work account. Please let us know how we can fill in our company details and get our company enrolled for Microsoft Partner Network. Best,Manal Mustafa. Read More
table with NaNs into separate cells
I have a table (M) with 4 columns (columns named X, Y, Z,K) , there is a break between the data that loads as NaN.
I want place each data chunk into cells with all 4 columns (X, Y, Z,K).
Thank you!I have a table (M) with 4 columns (columns named X, Y, Z,K) , there is a break between the data that loads as NaN.
I want place each data chunk into cells with all 4 columns (X, Y, Z,K).
Thank you! I have a table (M) with 4 columns (columns named X, Y, Z,K) , there is a break between the data that loads as NaN.
I want place each data chunk into cells with all 4 columns (X, Y, Z,K).
Thank you! tables, cells, nan MATLAB Answers — New Questions
Optimize ESN Hyperparameters with Grid Search MATLAB
I have the following echo state state network (ESN) hyperparameters: m_GS,k_GS,c_GS,gamma_GS. I would like to use my ESN to find the optimal values for these four hyperparameters using the grid search method in MATLAB. The function I would like to minimize is the discrete time vector L2_loss(m), where M=101 is the number of simulation timesteps in the function for m=1,2,…,M. Hence, L2_loss is a 1 by 101 double vector in my case. My attempt is shown below:
% Grid Search
ndatapoints = 20;
m_GS = linspace(0,1,ndatapoints); % [kg]
k_GS = linspace(0,100,ndatapoints); % [N/m]
c_GS = linspace(0,100,ndatapoints); % [kg/s]
gamma_GS = linspace(100,200,ndatapoints); % [N/m^3]
[m_G,k_G,c_G,gamma_G] = ndgrid(m_GS,k_GS,c_GS,gamma_GS);
fitresult = L2_loss;
[minval, minidx] = min(fitresult);
m_GS_optimal = m_G(minidx);
k_GS_opitimal = k_G(minidx);
c_GS_optimal = c_G(minidx);
gamma_GS_optimal = gamma_G(minidx);
I’m not sure that this is correct as c_GS_optimal and k_GS_optimal are both zero. Do I need to increase ndatapoints or set it equal to m?I have the following echo state state network (ESN) hyperparameters: m_GS,k_GS,c_GS,gamma_GS. I would like to use my ESN to find the optimal values for these four hyperparameters using the grid search method in MATLAB. The function I would like to minimize is the discrete time vector L2_loss(m), where M=101 is the number of simulation timesteps in the function for m=1,2,…,M. Hence, L2_loss is a 1 by 101 double vector in my case. My attempt is shown below:
% Grid Search
ndatapoints = 20;
m_GS = linspace(0,1,ndatapoints); % [kg]
k_GS = linspace(0,100,ndatapoints); % [N/m]
c_GS = linspace(0,100,ndatapoints); % [kg/s]
gamma_GS = linspace(100,200,ndatapoints); % [N/m^3]
[m_G,k_G,c_G,gamma_G] = ndgrid(m_GS,k_GS,c_GS,gamma_GS);
fitresult = L2_loss;
[minval, minidx] = min(fitresult);
m_GS_optimal = m_G(minidx);
k_GS_opitimal = k_G(minidx);
c_GS_optimal = c_G(minidx);
gamma_GS_optimal = gamma_G(minidx);
I’m not sure that this is correct as c_GS_optimal and k_GS_optimal are both zero. Do I need to increase ndatapoints or set it equal to m? I have the following echo state state network (ESN) hyperparameters: m_GS,k_GS,c_GS,gamma_GS. I would like to use my ESN to find the optimal values for these four hyperparameters using the grid search method in MATLAB. The function I would like to minimize is the discrete time vector L2_loss(m), where M=101 is the number of simulation timesteps in the function for m=1,2,…,M. Hence, L2_loss is a 1 by 101 double vector in my case. My attempt is shown below:
% Grid Search
ndatapoints = 20;
m_GS = linspace(0,1,ndatapoints); % [kg]
k_GS = linspace(0,100,ndatapoints); % [N/m]
c_GS = linspace(0,100,ndatapoints); % [kg/s]
gamma_GS = linspace(100,200,ndatapoints); % [N/m^3]
[m_G,k_G,c_G,gamma_G] = ndgrid(m_GS,k_GS,c_GS,gamma_GS);
fitresult = L2_loss;
[minval, minidx] = min(fitresult);
m_GS_optimal = m_G(minidx);
k_GS_opitimal = k_G(minidx);
c_GS_optimal = c_G(minidx);
gamma_GS_optimal = gamma_G(minidx);
I’m not sure that this is correct as c_GS_optimal and k_GS_optimal are both zero. Do I need to increase ndatapoints or set it equal to m? matlab, functions, function, neural network, neural networks, machine learning MATLAB Answers — New Questions
Delete all unconnected Lines from simulink diagram ?
Answer: delete_line(find_system(Execution_level, ‘FindAll’, ‘on’, ‘Type’, ‘line’, ‘Connected’, ‘off’))Answer: delete_line(find_system(Execution_level, ‘FindAll’, ‘on’, ‘Type’, ‘line’, ‘Connected’, ‘off’)) Answer: delete_line(find_system(Execution_level, ‘FindAll’, ‘on’, ‘Type’, ‘line’, ‘Connected’, ‘off’)) delete_line, remove unconnected lines MATLAB Answers — New Questions
Parquetread gives “Unable to read Parquet file” whereas Parquetinfo is working fine
Hello,
I am trying to open a parquet file and I get an error with parquetread:
Error using parquetread
Unable to read Parquet file:
The strange thing is that parquetinfo is working fine so I know the file is there and readable.
Thanks in advance for your help.Hello,
I am trying to open a parquet file and I get an error with parquetread:
Error using parquetread
Unable to read Parquet file:
The strange thing is that parquetinfo is working fine so I know the file is there and readable.
Thanks in advance for your help. Hello,
I am trying to open a parquet file and I get an error with parquetread:
Error using parquetread
Unable to read Parquet file:
The strange thing is that parquetinfo is working fine so I know the file is there and readable.
Thanks in advance for your help. parquet MATLAB Answers — New Questions
Reshaping a matrix based on the first row
I am trying to make a for loop that creates a new array that groups row data into corresponding columns:
My current arrays are something like this (both same size):
[270 270 270 271 272 272 273 273 273]
[12 2 3 14 5 2 6 8 11]
I want 4 columns (each representing 270, 271, 272, 273 respectively) that will produce something like this:
[12 14 5 6; 2 NAN 2 8; 3 NAN NAN 11]
my for loop is currently creating a 9 by 3 array that has the correct values in each column but is producing a bigger shape (more NANs).
for i = 1:length(data1)
for j = 1:length(number)
if data1(i) == number(j) % my dataset == a number array [270, 271, 272, 273]
newArray(i,j) = data2(i);
end
end
endI am trying to make a for loop that creates a new array that groups row data into corresponding columns:
My current arrays are something like this (both same size):
[270 270 270 271 272 272 273 273 273]
[12 2 3 14 5 2 6 8 11]
I want 4 columns (each representing 270, 271, 272, 273 respectively) that will produce something like this:
[12 14 5 6; 2 NAN 2 8; 3 NAN NAN 11]
my for loop is currently creating a 9 by 3 array that has the correct values in each column but is producing a bigger shape (more NANs).
for i = 1:length(data1)
for j = 1:length(number)
if data1(i) == number(j) % my dataset == a number array [270, 271, 272, 273]
newArray(i,j) = data2(i);
end
end
end I am trying to make a for loop that creates a new array that groups row data into corresponding columns:
My current arrays are something like this (both same size):
[270 270 270 271 272 272 273 273 273]
[12 2 3 14 5 2 6 8 11]
I want 4 columns (each representing 270, 271, 272, 273 respectively) that will produce something like this:
[12 14 5 6; 2 NAN 2 8; 3 NAN NAN 11]
my for loop is currently creating a 9 by 3 array that has the correct values in each column but is producing a bigger shape (more NANs).
for i = 1:length(data1)
for j = 1:length(number)
if data1(i) == number(j) % my dataset == a number array [270, 271, 272, 273]
newArray(i,j) = data2(i);
end
end
end matrix manipulation, reshape, for loop MATLAB Answers — New Questions
calculating the velocity and distance of a rocket
A rocket gets up from the earth with speed 56.2917 and acceleration-9.81 .I need to solve the equation with ode45 command and get the velocity and distance in t=0:0.01:2.can you help me pleaseA rocket gets up from the earth with speed 56.2917 and acceleration-9.81 .I need to solve the equation with ode45 command and get the velocity and distance in t=0:0.01:2.can you help me please A rocket gets up from the earth with speed 56.2917 and acceleration-9.81 .I need to solve the equation with ode45 command and get the velocity and distance in t=0:0.01:2.can you help me please help, dynamics, differential equations MATLAB Answers — New Questions
How to segment dataset and randomly sample and append datapoints?
I’m attempting to recreate an example from this paper. This is essentially segmented randomly sampling. This is similar to the idea of sampling across the entire dataset, but ensuring that each segment has an equal chance of being represented.
Assume there’s a table:
T(:,1) = [3.0, 5.6, 10.2, 12.0, 14.4, 15.6];
T(:,2) = ["08-Feb-2019 12:34:52", "11-Feb-2019 16:07:17", "16-Feb-2019 14:50:31", "20-Feb-2019 05:43:51", "25-Feb-2019 07:55:24", "02-Mar-2019 11:06:27"];
The table is divided into s=3 segments, resulting the following divisions:
Seg1(:,1) = [3.0, 5.6];
Seg1(:,2) = ["08-Feb-2019 12:34:52", "11-Feb-2019 16:07:17"];
Seg2(:,1) = [10.2, 12.0];
Seg2(:,2) = ["16-Feb-2019 14:50:31", "20-Feb-2019 05:43:51"];
Seg3(:,1) = [14.4, 15.6];
Seg3(:,2) = ["25-Feb-2019 07:55:24", "02-Mar-2019 11:06:27"];
I need to randomly sample n-1 out of n of the datapoints in each segment, repeating the random sampling nCr times from each segment (i.e., select 1 datapoint out of 2 from Seg1, repeat the random sampling 2C1 or 1 more time from Seg1. Repeat for each segment).
Then to create new datasets T, we append each randomly selected datapoint from each segment. This should result in (nCr)^s new datasets, or in this case (2C1)^3=8 new datasets. An example of one dataset is:
T1(:,1) = [3.0, 10.2, 14.4];
T1(:,2) = ["08-Feb-2019 12:34:52","16-Feb-2019 14:50:31", "25-Feb-2019 07:55:24"];
This is my attempt to code the above.
numRows=size(T,1); %Establish total number of rows
numSeg = 3; % Split it into 3 segments
splitIndex = floor(numRows/numSeg); % Number of datapoints in each segment
% Splitting the table into numSeg segments with splitIndex number of datapoints
for m = 1:splitIndex:numRows
for i = length(numSeg)
Seg{i}= T(m);
end
end
% Randomly sample splitIndex-1 datapoints from each segment, repeat
% splitIndex choose splitIndex-1 times
for i = length(numSeg)
datasample(Seg{i})
T{i} = concat(Seg{i})
end
I’m especially struggling with randomly sampling from each segment and then matching the randomly sampled datapoints to append from each of the following segment. Thank you!I’m attempting to recreate an example from this paper. This is essentially segmented randomly sampling. This is similar to the idea of sampling across the entire dataset, but ensuring that each segment has an equal chance of being represented.
Assume there’s a table:
T(:,1) = [3.0, 5.6, 10.2, 12.0, 14.4, 15.6];
T(:,2) = ["08-Feb-2019 12:34:52", "11-Feb-2019 16:07:17", "16-Feb-2019 14:50:31", "20-Feb-2019 05:43:51", "25-Feb-2019 07:55:24", "02-Mar-2019 11:06:27"];
The table is divided into s=3 segments, resulting the following divisions:
Seg1(:,1) = [3.0, 5.6];
Seg1(:,2) = ["08-Feb-2019 12:34:52", "11-Feb-2019 16:07:17"];
Seg2(:,1) = [10.2, 12.0];
Seg2(:,2) = ["16-Feb-2019 14:50:31", "20-Feb-2019 05:43:51"];
Seg3(:,1) = [14.4, 15.6];
Seg3(:,2) = ["25-Feb-2019 07:55:24", "02-Mar-2019 11:06:27"];
I need to randomly sample n-1 out of n of the datapoints in each segment, repeating the random sampling nCr times from each segment (i.e., select 1 datapoint out of 2 from Seg1, repeat the random sampling 2C1 or 1 more time from Seg1. Repeat for each segment).
Then to create new datasets T, we append each randomly selected datapoint from each segment. This should result in (nCr)^s new datasets, or in this case (2C1)^3=8 new datasets. An example of one dataset is:
T1(:,1) = [3.0, 10.2, 14.4];
T1(:,2) = ["08-Feb-2019 12:34:52","16-Feb-2019 14:50:31", "25-Feb-2019 07:55:24"];
This is my attempt to code the above.
numRows=size(T,1); %Establish total number of rows
numSeg = 3; % Split it into 3 segments
splitIndex = floor(numRows/numSeg); % Number of datapoints in each segment
% Splitting the table into numSeg segments with splitIndex number of datapoints
for m = 1:splitIndex:numRows
for i = length(numSeg)
Seg{i}= T(m);
end
end
% Randomly sample splitIndex-1 datapoints from each segment, repeat
% splitIndex choose splitIndex-1 times
for i = length(numSeg)
datasample(Seg{i})
T{i} = concat(Seg{i})
end
I’m especially struggling with randomly sampling from each segment and then matching the randomly sampled datapoints to append from each of the following segment. Thank you! I’m attempting to recreate an example from this paper. This is essentially segmented randomly sampling. This is similar to the idea of sampling across the entire dataset, but ensuring that each segment has an equal chance of being represented.
Assume there’s a table:
T(:,1) = [3.0, 5.6, 10.2, 12.0, 14.4, 15.6];
T(:,2) = ["08-Feb-2019 12:34:52", "11-Feb-2019 16:07:17", "16-Feb-2019 14:50:31", "20-Feb-2019 05:43:51", "25-Feb-2019 07:55:24", "02-Mar-2019 11:06:27"];
The table is divided into s=3 segments, resulting the following divisions:
Seg1(:,1) = [3.0, 5.6];
Seg1(:,2) = ["08-Feb-2019 12:34:52", "11-Feb-2019 16:07:17"];
Seg2(:,1) = [10.2, 12.0];
Seg2(:,2) = ["16-Feb-2019 14:50:31", "20-Feb-2019 05:43:51"];
Seg3(:,1) = [14.4, 15.6];
Seg3(:,2) = ["25-Feb-2019 07:55:24", "02-Mar-2019 11:06:27"];
I need to randomly sample n-1 out of n of the datapoints in each segment, repeating the random sampling nCr times from each segment (i.e., select 1 datapoint out of 2 from Seg1, repeat the random sampling 2C1 or 1 more time from Seg1. Repeat for each segment).
Then to create new datasets T, we append each randomly selected datapoint from each segment. This should result in (nCr)^s new datasets, or in this case (2C1)^3=8 new datasets. An example of one dataset is:
T1(:,1) = [3.0, 10.2, 14.4];
T1(:,2) = ["08-Feb-2019 12:34:52","16-Feb-2019 14:50:31", "25-Feb-2019 07:55:24"];
This is my attempt to code the above.
numRows=size(T,1); %Establish total number of rows
numSeg = 3; % Split it into 3 segments
splitIndex = floor(numRows/numSeg); % Number of datapoints in each segment
% Splitting the table into numSeg segments with splitIndex number of datapoints
for m = 1:splitIndex:numRows
for i = length(numSeg)
Seg{i}= T(m);
end
end
% Randomly sample splitIndex-1 datapoints from each segment, repeat
% splitIndex choose splitIndex-1 times
for i = length(numSeg)
datasample(Seg{i})
T{i} = concat(Seg{i})
end
I’m especially struggling with randomly sampling from each segment and then matching the randomly sampled datapoints to append from each of the following segment. Thank you! for loop, for, random, table MATLAB Answers — New Questions
How to do ‘cos’ curve fitting for data obtained.
Hello everyone,
I have been trying to do curve fit for the data given below.
I want to implement ‘cosine square’ curve fitting for the data obtained and later find the peak. I have already written a program for it and obtained the graph below as attached. But I am unsure if I am correct in implementing it, so that I can find a peak.
Can someone please check my programme if it is correctly implemented and latter how can I find the peak?
The program and also the data is attached.
I request to please help in setting the cosine square curve fitting and also how can I find peak from it please.
Thanking you in advance.
Kind regards
x_axis = [linspace(0, 360, 360)’];
y_axis =
[3.7560368
3.8085489
3.7661638
3.7799058
3.8907118
3.6859937
3.8746176
3.8137977
3.8134153
4.0203352
4.1017566
4.0970173
3.9302003
4.1788678
4.2053556
4.1945562
4.2701845
4.2767544
4.4449506
4.2852941
4.3978033
4.4853888
4.6127644
4.7098279
4.8618488
5.1263094
5.3121061
5.2374048
5.4019165
5.3228474
5.7068501
5.8063822
5.6671882
6.0611329
6.3209352
6.3571095
6.3894024
6.3625441
6.7195029
6.9633155
7.1388698
7.1086278
7.3036475
7.7009292
7.5671926
7.8018169
7.8800983
7.9435253
8.2067919
8.0853844
8.4278364
8.5053186
8.7994070
8.8510847
8.8690329
9.1009340
9.0523500
9.2792454
9.1106558
9.3377943
9.3589869
9.5377388
9.5682468
9.6855421
9.9991894
10.101757
10.096369
10.156980
10.274252
10.360273
10.509270
10.480047
10.654547
10.673642
10.609531
10.812882
10.907791
10.918486
11.225864
11.290207
11.172333
11.488586
11.520347
11.551353
11.549279
11.526500
11.671359
11.850876
12.058664
12.165114
12.094005
12.211543
12.288712
12.303370
12.436886
12.596936
12.663608
12.708924
12.855083
12.925530
13.090031
13.018736
13.070112
13.107990
13.310437
13.422553
13.567563
13.744937
13.490406
13.864213
13.847771
13.847562
14.041366
14.147572
14.082581
13.991263
14.123412
14.369276
14.390491
14.520578
14.327042
14.693224
14.133552
14.292513
14.025004
14.026464
13.991936
13.935472
13.823612
13.694707
13.577332
13.184267
13.157513
12.778562
12.687349
12.503510
12.076763
11.935090
11.697372
11.518528
11.050751
10.501066
10.570576
10.255017
10.040149
9.6180134
9.4150209
9.1862717
9.1615105
8.8085833
8.4177094
8.1676283
7.9493303
7.8774567
7.4021716
7.2626643
7.0130467
6.8367281
6.5165462
6.2733707
6.0217953
5.8303905
5.7666621
5.5948973
5.3705506
5.0788374
4.8748956
4.9039559
4.7801609
4.5220037
4.4644861
4.3326731
4.1139574
4.0280752
4.0393724
3.9195518
3.8203096
3.9346380
3.9120667
3.9352870
3.7858152
3.7302327
3.8530660
3.8764021
4.0210533
3.8053162
3.7861629
4.0157118
3.8974786
4.0198369
3.8873518
4.0392332
4.1915207
4.2629776
4.1356020
4.2647386
4.4922714
4.5622220
4.4029360
4.5087366
4.6259847
4.6793890
5.0826612
4.8744206
5.1262283
5.2914929
5.4136310
5.5176930
5.6838617
5.7043476
6.1272130
6.2987809
6.3886957
6.7363043
6.4276047
6.7431059
6.8973627
7.0461044
7.4170375
7.5335674
7.6382785
7.5001392
7.8367167
7.8627295
8.1570034
8.2677975
8.3691025
8.3157787
8.6507921
8.5380859
8.7457590
8.8766565
8.9957819
9.4086370
9.2976923
9.1666203
9.5562086
9.4445915
9.5937271
9.5391989
9.7914810
9.7707987
10.014866
9.8694038
10.086926
10.070402
10.140689
10.358998
10.547773
10.397189
10.616878
10.850748
10.820518
10.890109
10.967093
10.936852
10.996153
11.312604
11.382068
11.275920
11.237150
11.464695
11.733998
11.555235
11.594063
11.750486
11.719097
11.809939
12.001703
12.123749
12.068143
12.305802
12.398463
12.620493
12.616426
12.758910
12.791411
12.814006
12.958403
13.033417
12.982018
13.097528
13.326486
13.099764
13.440501
13.762190
13.757254
13.685774
13.790647
13.996119
13.993882
14.195066
14.017554
13.993523
14.137665
14.068213
13.908880
14.126356
14.090123
13.816242
13.845986
13.771297
14.081943
13.869555
13.688763
13.756604
13.374838
13.495052
13.327528
13.196979
12.910977
12.892890
12.608303
12.453722
12.261135
11.895277
11.831989
11.474671
11.331120
11.078547
10.780775
10.553984
10.312628
10.234334
9.8746061
9.6202841
9.2517500
8.9077330
8.5553513
8.2447739
8.2016010
8.0945034
7.6051397
7.3414907
7.1926098
6.7445426
6.6355791
6.5867977
6.2250996
6.1827264
5.7160850
5.7975760
5.6851592
5.3907700
5.2925820
5.1095896
4.7592812
4.7868695
4.6418242
4.3699365
4.3055477
4.3884525
4.1613369
4.0429530
3.8451636
4.0363250
4.0363483
3.7999976
3.8972006
3.9059372]Hello everyone,
I have been trying to do curve fit for the data given below.
I want to implement ‘cosine square’ curve fitting for the data obtained and later find the peak. I have already written a program for it and obtained the graph below as attached. But I am unsure if I am correct in implementing it, so that I can find a peak.
Can someone please check my programme if it is correctly implemented and latter how can I find the peak?
The program and also the data is attached.
I request to please help in setting the cosine square curve fitting and also how can I find peak from it please.
Thanking you in advance.
Kind regards
x_axis = [linspace(0, 360, 360)’];
y_axis =
[3.7560368
3.8085489
3.7661638
3.7799058
3.8907118
3.6859937
3.8746176
3.8137977
3.8134153
4.0203352
4.1017566
4.0970173
3.9302003
4.1788678
4.2053556
4.1945562
4.2701845
4.2767544
4.4449506
4.2852941
4.3978033
4.4853888
4.6127644
4.7098279
4.8618488
5.1263094
5.3121061
5.2374048
5.4019165
5.3228474
5.7068501
5.8063822
5.6671882
6.0611329
6.3209352
6.3571095
6.3894024
6.3625441
6.7195029
6.9633155
7.1388698
7.1086278
7.3036475
7.7009292
7.5671926
7.8018169
7.8800983
7.9435253
8.2067919
8.0853844
8.4278364
8.5053186
8.7994070
8.8510847
8.8690329
9.1009340
9.0523500
9.2792454
9.1106558
9.3377943
9.3589869
9.5377388
9.5682468
9.6855421
9.9991894
10.101757
10.096369
10.156980
10.274252
10.360273
10.509270
10.480047
10.654547
10.673642
10.609531
10.812882
10.907791
10.918486
11.225864
11.290207
11.172333
11.488586
11.520347
11.551353
11.549279
11.526500
11.671359
11.850876
12.058664
12.165114
12.094005
12.211543
12.288712
12.303370
12.436886
12.596936
12.663608
12.708924
12.855083
12.925530
13.090031
13.018736
13.070112
13.107990
13.310437
13.422553
13.567563
13.744937
13.490406
13.864213
13.847771
13.847562
14.041366
14.147572
14.082581
13.991263
14.123412
14.369276
14.390491
14.520578
14.327042
14.693224
14.133552
14.292513
14.025004
14.026464
13.991936
13.935472
13.823612
13.694707
13.577332
13.184267
13.157513
12.778562
12.687349
12.503510
12.076763
11.935090
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11.050751
10.501066
10.570576
10.255017
10.040149
9.6180134
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9.1862717
9.1615105
8.8085833
8.4177094
8.1676283
7.9493303
7.8774567
7.4021716
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6.8367281
6.5165462
6.2733707
6.0217953
5.8303905
5.7666621
5.5948973
5.3705506
5.0788374
4.8748956
4.9039559
4.7801609
4.5220037
4.4644861
4.3326731
4.1139574
4.0280752
4.0393724
3.9195518
3.8203096
3.9346380
3.9120667
3.9352870
3.7858152
3.7302327
3.8530660
3.8764021
4.0210533
3.8053162
3.7861629
4.0157118
3.8974786
4.0198369
3.8873518
4.0392332
4.1915207
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4.1356020
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4.4029360
4.5087366
4.6259847
4.6793890
5.0826612
4.8744206
5.1262283
5.2914929
5.4136310
5.5176930
5.6838617
5.7043476
6.1272130
6.2987809
6.3886957
6.7363043
6.4276047
6.7431059
6.8973627
7.0461044
7.4170375
7.5335674
7.6382785
7.5001392
7.8367167
7.8627295
8.1570034
8.2677975
8.3691025
8.3157787
8.6507921
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9.1666203
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10.014866
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10.616878
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11.464695
11.733998
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14.195066
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13.993523
14.137665
14.068213
13.908880
14.126356
14.090123
13.816242
13.845986
13.771297
14.081943
13.869555
13.688763
13.756604
13.374838
13.495052
13.327528
13.196979
12.910977
12.892890
12.608303
12.453722
12.261135
11.895277
11.831989
11.474671
11.331120
11.078547
10.780775
10.553984
10.312628
10.234334
9.8746061
9.6202841
9.2517500
8.9077330
8.5553513
8.2447739
8.2016010
8.0945034
7.6051397
7.3414907
7.1926098
6.7445426
6.6355791
6.5867977
6.2250996
6.1827264
5.7160850
5.7975760
5.6851592
5.3907700
5.2925820
5.1095896
4.7592812
4.7868695
4.6418242
4.3699365
4.3055477
4.3884525
4.1613369
4.0429530
3.8451636
4.0363250
4.0363483
3.7999976
3.8972006
3.9059372] Hello everyone,
I have been trying to do curve fit for the data given below.
I want to implement ‘cosine square’ curve fitting for the data obtained and later find the peak. I have already written a program for it and obtained the graph below as attached. But I am unsure if I am correct in implementing it, so that I can find a peak.
Can someone please check my programme if it is correctly implemented and latter how can I find the peak?
The program and also the data is attached.
I request to please help in setting the cosine square curve fitting and also how can I find peak from it please.
Thanking you in advance.
Kind regards
x_axis = [linspace(0, 360, 360)’];
y_axis =
[3.7560368
3.8085489
3.7661638
3.7799058
3.8907118
3.6859937
3.8746176
3.8137977
3.8134153
4.0203352
4.1017566
4.0970173
3.9302003
4.1788678
4.2053556
4.1945562
4.2701845
4.2767544
4.4449506
4.2852941
4.3978033
4.4853888
4.6127644
4.7098279
4.8618488
5.1263094
5.3121061
5.2374048
5.4019165
5.3228474
5.7068501
5.8063822
5.6671882
6.0611329
6.3209352
6.3571095
6.3894024
6.3625441
6.7195029
6.9633155
7.1388698
7.1086278
7.3036475
7.7009292
7.5671926
7.8018169
7.8800983
7.9435253
8.2067919
8.0853844
8.4278364
8.5053186
8.7994070
8.8510847
8.8690329
9.1009340
9.0523500
9.2792454
9.1106558
9.3377943
9.3589869
9.5377388
9.5682468
9.6855421
9.9991894
10.101757
10.096369
10.156980
10.274252
10.360273
10.509270
10.480047
10.654547
10.673642
10.609531
10.812882
10.907791
10.918486
11.225864
11.290207
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11.488586
11.520347
11.551353
11.549279
11.526500
11.671359
11.850876
12.058664
12.165114
12.094005
12.211543
12.288712
12.303370
12.436886
12.596936
12.663608
12.708924
12.855083
12.925530
13.090031
13.018736
13.070112
13.107990
13.310437
13.422553
13.567563
13.744937
13.490406
13.864213
13.847771
13.847562
14.041366
14.147572
14.082581
13.991263
14.123412
14.369276
14.390491
14.520578
14.327042
14.693224
14.133552
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14.025004
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13.991936
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13.694707
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13.157513
12.778562
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12.076763
11.935090
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11.050751
10.501066
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10.040149
9.6180134
9.4150209
9.1862717
9.1615105
8.8085833
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7.2626643
7.0130467
6.8367281
6.5165462
6.2733707
6.0217953
5.8303905
5.7666621
5.5948973
5.3705506
5.0788374
4.8748956
4.9039559
4.7801609
4.5220037
4.4644861
4.3326731
4.1139574
4.0280752
4.0393724
3.9195518
3.8203096
3.9346380
3.9120667
3.9352870
3.7858152
3.7302327
3.8530660
3.8764021
4.0210533
3.8053162
3.7861629
4.0157118
3.8974786
4.0198369
3.8873518
4.0392332
4.1915207
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4.1356020
4.2647386
4.4922714
4.5622220
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4.6259847
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5.0826612
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6.8973627
7.0461044
7.4170375
7.5335674
7.6382785
7.5001392
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7.8627295
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8.2677975
8.3691025
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14.195066
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5.7160850
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3.9059372] curve fitting, cosine MATLAB Answers — New Questions
Institution Resilience after COVID19
Institution Resilience & Sustainable communities are the major concern now during both COVID & climate crisis. Considering magnitude of significance of issues & challenges, UDYAMA a leaning organization believes in analytics, logic, analysis, reality contact with action, reflection, adaptive research on causes of development challenges in working directly with front line community & multiple stakeholders. During last two and half a decade . udyama| 25 years with community – search (bing.com) – Search
Institution Resilience & Sustainable communities are the major concern now during both COVID & climate crisis. Considering magnitude of significance of issues & challenges, UDYAMA a leaning organization believes in analytics, logic, analysis, reality contact with action, reflection, adaptive research on causes of development challenges in working directly with front line community & multiple stakeholders. During last two and half a decade . udyama| 25 years with community – search (bing.com) – Search Read More
Why I can only choose Xilinx Vivado as the Synthesis tool?
Hello
I’m working with Deep Learning Toolbox, following a guide, just trying to change the FPGA.
hPC = dlhdl.ProcessorConfig;
hPC.SynthesisTool = ‘Altera Quartus II’;
hPC.SynthesisToolChipFamily = ‘Arria 10’ ;
hPC.TargetPlatform = ‘Intel Arria 10 SoC development kit’;
hPC.TargetFrequency = 200;
The code is pretty simple, but I get the following errors:
Error using dnnfpga.config.ProcessorConfigBase/set.SynthesisTool
Value must be a member of this set:
‘Xilinx Vivado’
Error using dnnfpga.config.ProcessorConfigBase/set.TargetPlatform
Value must be a member of this set:
‘Generic Deep Learning Processor’
‘Xilinx Kintex-Ultrascale KCU105 evaluation board’
‘Xilinx Zynq UltraScale+ MPSoC ZCU102 Evaluation Kit’
‘Xilinx Zynq ZC706 evaluation kit’
Error using dnnfpga.config.ProcessorConfigBase/set.TargetPlatform
Value must be a member of this set:
‘Generic Deep Learning Processor’
‘Xilinx Kintex-Ultrascale KCU105 evaluation board’
‘Xilinx Zynq UltraScale+ MPSoC ZCU102 Evaluation Kit’
‘Xilinx Zynq ZC706 evaluation kit’
I tried installing many Add-ons hopping for a fix but still the same result…
I would like some help.
Thanks in advance!Hello
I’m working with Deep Learning Toolbox, following a guide, just trying to change the FPGA.
hPC = dlhdl.ProcessorConfig;
hPC.SynthesisTool = ‘Altera Quartus II’;
hPC.SynthesisToolChipFamily = ‘Arria 10’ ;
hPC.TargetPlatform = ‘Intel Arria 10 SoC development kit’;
hPC.TargetFrequency = 200;
The code is pretty simple, but I get the following errors:
Error using dnnfpga.config.ProcessorConfigBase/set.SynthesisTool
Value must be a member of this set:
‘Xilinx Vivado’
Error using dnnfpga.config.ProcessorConfigBase/set.TargetPlatform
Value must be a member of this set:
‘Generic Deep Learning Processor’
‘Xilinx Kintex-Ultrascale KCU105 evaluation board’
‘Xilinx Zynq UltraScale+ MPSoC ZCU102 Evaluation Kit’
‘Xilinx Zynq ZC706 evaluation kit’
Error using dnnfpga.config.ProcessorConfigBase/set.TargetPlatform
Value must be a member of this set:
‘Generic Deep Learning Processor’
‘Xilinx Kintex-Ultrascale KCU105 evaluation board’
‘Xilinx Zynq UltraScale+ MPSoC ZCU102 Evaluation Kit’
‘Xilinx Zynq ZC706 evaluation kit’
I tried installing many Add-ons hopping for a fix but still the same result…
I would like some help.
Thanks in advance! Hello
I’m working with Deep Learning Toolbox, following a guide, just trying to change the FPGA.
hPC = dlhdl.ProcessorConfig;
hPC.SynthesisTool = ‘Altera Quartus II’;
hPC.SynthesisToolChipFamily = ‘Arria 10’ ;
hPC.TargetPlatform = ‘Intel Arria 10 SoC development kit’;
hPC.TargetFrequency = 200;
The code is pretty simple, but I get the following errors:
Error using dnnfpga.config.ProcessorConfigBase/set.SynthesisTool
Value must be a member of this set:
‘Xilinx Vivado’
Error using dnnfpga.config.ProcessorConfigBase/set.TargetPlatform
Value must be a member of this set:
‘Generic Deep Learning Processor’
‘Xilinx Kintex-Ultrascale KCU105 evaluation board’
‘Xilinx Zynq UltraScale+ MPSoC ZCU102 Evaluation Kit’
‘Xilinx Zynq ZC706 evaluation kit’
Error using dnnfpga.config.ProcessorConfigBase/set.TargetPlatform
Value must be a member of this set:
‘Generic Deep Learning Processor’
‘Xilinx Kintex-Ultrascale KCU105 evaluation board’
‘Xilinx Zynq UltraScale+ MPSoC ZCU102 Evaluation Kit’
‘Xilinx Zynq ZC706 evaluation kit’
I tried installing many Add-ons hopping for a fix but still the same result…
I would like some help.
Thanks in advance! deep learning, matlab, error, image processing MATLAB Answers — New Questions
How do I uninstall and reinstall MathWorks Service Host?
How do I uninstall and reinstall MathWorks Service Host?How do I uninstall and reinstall MathWorks Service Host? How do I uninstall and reinstall MathWorks Service Host? MATLAB Answers — New Questions
How to Cluster Dataset and remove outlier in MATLAB
Hello, I have the following dataset, In which i have four features in each column.
I want to cluster Dataset. I have go through K-means it required Number of clusters as input.Hello, I have the following dataset, In which i have four features in each column.
I want to cluster Dataset. I have go through K-means it required Number of clusters as input. Hello, I have the following dataset, In which i have four features in each column.
I want to cluster Dataset. I have go through K-means it required Number of clusters as input. array, machine learning, matlab, deep learning, arrays, cell array, cell arrays, matrix array, image processing, digital image processing, variable, statistics MATLAB Answers — New Questions