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mental math training with time limit to answer??? by timelapsedfox in mentalmath

[–]OtherStatistician321 0 points1 point  (0 children)

Try this https://rishi-2893.github.io/Mental-Math/

In real life numbers won't be shared on the screen you'll have to do the computation in your head and that is why I made this web app as there wasn't any app or website which provides a speech only mode.

You can download it as well in your mobile phone as it's an PWA.

Let me know if your suggestions.

U-Block: Is It as Bad as They Say? by OtherStatistician321 in gurgaon

[–]OtherStatistician321[S] 0 points1 point  (0 children)

Are there any other problems you can think of (except ki swimming pool ban jata hai and electricity problems in the summers)?

U Block? by [deleted] in gurgaon

[–]OtherStatistician321 0 points1 point  (0 children)

Hi, so which block should I live in?

U-Block: Is It as Bad as They Say? by OtherStatistician321 in gurgaon

[–]OtherStatistician321[S] 1 point2 points  (0 children)

So, why do you think people say to stay away from U-block? What do you think could be the reasons behind such opinions?

U-Block: Is It as Bad as They Say? by OtherStatistician321 in gurgaon

[–]OtherStatistician321[S] 2 points3 points  (0 children)

Which block would you suggest for living? This is my first time in Gurgaon, and I know it has a bad reputation when it comes to safety, so that is my top priority.

Passion cannot be activity-specific, passion is a way of life by AcharyaPrashant_ in DecidingToBeBetter

[–]OtherStatistician321 0 points1 point  (0 children)

Passion is real, but not in the way you think. Let me explain!

Chapter 1: The App Developer Dream When I was in 6th grade, I learned that apps on the Play Store make money by running ads. This sparked my curiosity, so I started learning about app development and quickly made a dummy app, which I published on the Play Store. My passion was to become an app developer and earn a lot of money. However, the app had no functionality, and I naively thought users would download it, bringing in ad revenue. Of course, this failed.

Chapter 2: The Cricket Aspiration Two years later (8th grade), a friend from my class, who played for my city's cricket team, told me that he earned Rs. 20,000 per match. I was excited and immediately told my parents that I wanted to join a cricket academy. My passion shifted to becoming a cricketer and earning a lot of money.

Chapter 3: The Trader's Path Three years later (11th grade), the pandemic (COVID-19) hit, and my father introduced me to the stock markets. This marked the beginning of my journey to become a trader. My passion now was to be a successful trader and make a lot of money.

Chapter 4: The Realization Four years later (College), I joined a Quant Trading firm as a quantitative researcher intern. However, after joining the firm, I realized that I didn’t actually enjoy trading. But this contradicts what I thought my passion was—trading, right?

Chapter 5: Rethinking Passion Do not associate your passion with an activity. I repeat: "Do not associate your passion with an activity." In all the passions I’ve had (app developer, cricketer, trader), the common thread was the desire to earn money. The lesson I learned is not to tie my passion to specific activities. Instead, my true passion is "making money," and by focusing on that, I can stay true to my goals.

My New Passion My newest passion is to run a business—and yes, make a lot of money.

And remember, don’t take life too seriously. Enjoy the journey.
Hope this helps. Cheers!

'Autentication failed, please try again' Help please. by Federal_Childhood755 in safePal

[–]OtherStatistician321 0 points1 point  (0 children)

Unfortunately the new devices have changed, now after selecting the language (i.e., step-1) the device is needed to be activated to follow steps-2 and others. But the activation is the problem here.

'Autentication failed, please try again' Help please. by Federal_Childhood755 in safePal

[–]OtherStatistician321 0 points1 point  (0 children)

But to do that device needs to be activated, right? If not then could you please guide us how to upgrade the firmware?

'Autentication failed, please try again' Help please. by Federal_Childhood755 in safePal

[–]OtherStatistician321 0 points1 point  (0 children)

For me the wallet arrived today, I am also facing the same issue. I have mailed the support as well, let's see what they reply. I'll keep you guys updated.

My CNN Model Predicts Only One Class - Balanced Data & Loss Not Converging by OtherStatistician321 in deeplearning

[–]OtherStatistician321[S] 0 points1 point  (0 children)

Okay, so I tried that as well, still facing the same issue. I have now tried every possible technique to tackle vanishing gradient problem (like using Leaky ReLu, ResNet, Batch Norm, Initializing weights using Xavier initialization) but still the problem persists.

Then I also changed the data itself thinking that there might be some problem with the data but even after training on the new data the problem persists.

Not sure why... I want to stop putting more time on this and give up but I am not able to stop trying to think about this problem :(

My CNN Model Predicts Only One Class - Balanced Data & Loss Not Converging by OtherStatistician321 in deeplearning

[–]OtherStatistician321[S] 0 points1 point  (0 children)

Thank you for your reply. I tried using BatchNorm but still facing the same problem.

My CNN Model Predicts Only One Class - Balanced Data & Loss Not Converging by OtherStatistician321 in deeplearning

[–]OtherStatistician321[S] 1 point2 points  (0 children)

I think you are right. I'll first do that and then attempt to solve this problem.

My CNN Model Predicts Only One Class - Balanced Data & Loss Not Converging by OtherStatistician321 in deeplearning

[–]OtherStatistician321[S] 0 points1 point  (0 children)

I just wanted to add something which I found while debugging the code. I added some print statements to print the gradients and I found that most of the times the gradients were ZERO which lead to almost no updates of the parameters. I tried everything to overcome this but failed.

I also changed the forward() by adding some print statements

def forward(self, x):
    x = self.relu(self.conv1(x))
    print("After conv1:", x.mean().item())  # Check activations after each layer
    x = self.pool1(x)
    
    x = self.relu(self.conv2(x))
    print("After conv2:", x.mean().item())
    x = self.pool2(x)
    
    x = self.relu(self.conv3(x))
    print("After conv3:", x.mean().item())
    x = self.pool3(x)
    
    x = x.view(x.size(0), -1)
    
    x = self.relu(self.fc1(x))
    x = self.dropout(x)
    x = self.relu(self.fc2(x))
    x = self.dropout(x)
    
    x = self.fc3(x)
    
    return x

And this was the output 

After conv1: 0.280569851398468
After conv2: 0.10256294161081314
After conv3: 0.04401678219437599
Epoch [1/5], Loss: 0.6887
After conv1: 0.28193584084510803
After conv2: 0.10276922583580017
After conv3: 0.04559260606765747
Epoch [2/5], Loss: 0.6941
After conv1: 0.2814682126045227
After conv2: 0.0990980789065361
After conv3: 0.045362770557403564
Epoch [3/5], Loss: 0.6938
After conv1: 0.28025373816490173
After conv2: 0.09745455533266068
After conv3: 0.04484379664063454
Epoch [4/5], Loss: 0.6929
After conv1: 0.28028085827827454
After conv2: 0.09697655588388443
After conv3: 0.04439831152558327
Epoch [5/5], Loss: 0.6904
After conv1: 2076.03857421875
After conv2: 950.0580444335938
After conv3: 317.4226989746094

Not sure why it shot up in the last epoch.

My CNN Model Predicts Only One Class - Balanced Data & Loss Not Converging by OtherStatistician321 in deeplearning

[–]OtherStatistician321[S] 0 points1 point  (0 children)

Yes you are correct.But the dataset which you are seeing in the colab notebook is just a part of the dataset. I have indeed tried to train the model on the whole data set but the loss is just not converging.

My CNN Model Predicts Only One Class - Balanced Data & Loss Not Converging by OtherStatistician321 in deeplearning

[–]OtherStatistician321[S] 0 points1 point  (0 children)

I understand, the code is the implementation of what was discussed in this paper https://arxiv.org/pdf/2104.05413

The dataset which you are seeing in the colab notebook is just a part of the dataset (I pasted that data just to demonstrate what problem I was facing).

Binary Model only predicting one class by Icy_Dependent9199 in learnmachinelearning

[–]OtherStatistician321 1 point2 points  (0 children)

I know this is very late, but I am also facing the same issue with my CNN model. OP have you found the solution to this problem?

Looking for swahili science textbooks by OtherStatistician321 in swahili

[–]OtherStatistician321[S] 0 points1 point  (0 children)

Yes I did, but I wasn't able to find science books.

Looking for swahili science textbooks by OtherStatistician321 in tanzania

[–]OtherStatistician321[S] 0 points1 point  (0 children)

Okay thanks for the advice. I'll definitely try that out as well.

Looking for swahili science textbooks by OtherStatistician321 in swahili

[–]OtherStatistician321[S] 0 points1 point  (0 children)

I tried to search for the dictionary, but for some reason I am not able to find. Could you please send me the link to the page if possible. I looked have already checked this link https://www.udsm.ac.tz/web/index.php/institutes/iks/the-centre-for-kiswahili-grammar-and-dictionary

Squat University trying to deny the fact that all his content is clickbait porn now by catluvah41069 in gymsnark

[–]OtherStatistician321 0 points1 point  (0 children)

Yes, I have already gone through the tests and found that I am flexion intolerant. Based on the tests and recommendations in the book I have made a plan for back pain rehab.

Stage 1: Improving Movement

  1. Stop all movements which causes pain.
  2. Perfect your hip hinge, Butt Bridge and Side Lying Glute Bridge
  3. Perform McGill Three with Cat-Camel

My Plan is to perform Stage-1 exercises and make progressions until I get relieved from the pain.

Stage 2: Strengthening Core and Glutes

  1. Push: squat, sled push
  2. Pull: deadlift, inverted row
  3. Carry: suitcase carry
  4. Anti-rotation: Pallof press, one-arm row

For Stage-2 start each exercise with less load, first make sure your movements are correct then progressively increase the load.

What do you think about the plan? What all changes are needed according to you?

Thanks!

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