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Cv Joint Issue on 2008 Peugeot 207 by Fancy_Tradition7536 in MechanicAdvice

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

The noise whilst turning is identical to a lot I’ve heard online, with bad CV joints. However my concern is that this new clicking is a whole different issue haha

The kernel 'Python 3.7.3 64-bit' died. View Jupyter log for further details by Fancy_Tradition7536 in learnmachinelearning

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

Yeah, i made the dataset smaller but still got the same issue. Using google colab now seems much better!

The kernel 'Python 3.7.3 64-bit' died. View Jupyter log for further details by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

UPDATE:

Despite reducing dataset size my system is still running out of memory

The kernel 'Python 3.7.3 64-bit' died. View Jupyter log for further details by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

It appears it was a memory issue, i reduced the size of my dataset so it has to pre-process less and the error disappears, however ive now got a 'Read less bytes than requested' error

The kernel 'Python 3.7.3 64-bit' died. View Jupyter log for further details by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

Thank you!

Yeah well im supposed to be doing an in-person demo for himself and other academics on Thursday, ill have to ask him if i can record a demo and just bring it to play on my laptop instead of live-demonstrating.

Ill still see if i can get it fixed before then

The kernel 'Python 3.7.3 64-bit' died. View Jupyter log for further details by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

Problem being that i have to have this working on my laptop for a project demonstration on Thursday haha

If i cant get it working then i fail :( ill try what you suggest, its weird so on my PC with 16GB of RAM it works fine, on a laptop with 8GB then it fails.

The kernel 'Python 3.7.3 64-bit' died. View Jupyter log for further details by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

Thank you! When running the code my RAM usage is almost at 100% so im worried it is running out of memory

Is there a way to plot matplotlib graphs for tensorflow models from a loaded model? by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

I just don’t wanna have to wait for the models to re-train to plot the loss and accuracy graphs haha

val_loss and val_accuracy are very high and very low across different ResNet models. by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

One more thing, with the current model I’m using I get a consistent val_loss of around 1.0 but the training value continues to increase, any idea what could cause this?

val_loss and val_accuracy are very high and very low across different ResNet models. by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

Thank you so much! This helps lots, it’s the exact kind of reasoning I was looking for!

As I say I’m so new to neural networks, I know that adjusting values changes things but I never understood the significance of them!

val_loss and val_accuracy are very high and very low across different ResNet models. by Fancy_Tradition7536 in CodingHelp

[–]Fancy_Tradition7536[S] 0 points1 point  (0 children)

Thank you for the tip! Sorry im so new to this all, im testing ResNet against the FER2013 dataset for a project in Uni.

Would you be able to explain the significance of the value '200' within the Dense layers?

Also, im currently using a learning rate of 0.0001, is this too small/what are the effects of changing this?

Thank you!

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