So this fucking happened today.

Me: *sees support ticket coming in about some kind of login issue*

Me: *opens issue*

"Hello, I can't seem to login. There's an error"

Me: *sighs and thinks "at least give me that FUCKING error message then." *kindly replies with asking if they could send me the error message*

"Here it is. I don't understand what is going wrong
and what I have to do"

Me: *looks at error message*

"Invalid customer ID. Please make sure that your ID is correct. You can find it in the activation email we sent you when you registered".

😐 😶 😦

Me: *thinking okay what the fuck, are you fucking retarded or something?*

Me: *kindly replies: "It seems that you are not using the correct customer ID. You might want to look for it in the activation email we sent you!"*

"Oh okay thanks, how did you figure that out?"

Me: 😵 😐 😶 😭 🔫

Seriously what the actual fucking fuck.

After months of tedious research, I finally feel like I understand machine learning.

All of my programmer buddies are in envy, but I keep trying to explain that what I finally get is that it's not as hard as it's presented to be.

I feel like a lot of the terminology in machine learning is really pretentious and unnecessary, and just keeps new people from the field.

For example: I could say: "Yeah, I'm training a classification model with two input neurons, a hidden activation layer, and an output neuron", and you might think I was hot shit. But that just gets translated into "I'm putting in two inputs, sorting them, and outputting one thing".

I feel like if there was a plain language guide to machine learning, the field would be a lot more attractive to a lot more people. I know that's why it was hard for me to get in. Maybe I'll write one.

Had an interesting time these past few days. Had a customer who, when I left for vacay, was complaining that he couldn't get access to our private package registry. Get back, this issue is still active.

We'd granted access to his github enterprise, and for some reason he wasn't getting the activation email. We spent about 22 hours of customer support time on his failing to help himself before he finally escalated to the standard 40 person IT enterprise tantrum/come to jesus meeting.

Long story short, he had somehow ignored repeated attempts (35 email replies to the ticket chain, 4 phone calls) to get him to check his spam folder. In which, as it was revealed to all the hollywood squares in attendance, there were no less than 35 activation emails from github granting him access. Of course, none of this was his fault. And while screensharing his big brain to god and everyone he decides the problem is now actually Microsoft because their office 365 spam email filtered his emails incorrectly. We of course agreed with his big brain, smoothed over his bruised ego and went about our day.

I mean, fair enough, it's kind of dumb that Microsoft ever spam lists github, but still. I was just a fly on the wall, and he burned all his paid support tickets on the issue, so hopefully we won't be dealing with him again this year.

Also, this is an edge case with our new product line, most of our customers are painless.

!rant

So I went for a movie last night in one the biggest malls in my city and this is what I found.

This is the pic of one of those touch screen monitors they have for information..

Come on guys.

Started using windows mixed reality for part of my work day, best part, using Cortana voice activation to do things in my virtual space, worst part, every time i say 'hey Cortana,' my google home makes a snide remark.

Fucking google

Debugging problem with email activation

Long story short: University fucked up single sign on.

For every online service I have, I set a different password, randomly generated ~ 20 characters long. At our university we have multiple systems but they offer a single sign on service which is quite nice because it is so non-transparent which service now uses which authorization. I changed my password a while ago and around the same time they also updated our mail client. Since then I am not able to log in which is not a big deal for me because I have mail forwarding.

Yesterday however I needed another service and also got rejected with my password. I knew from a friend that the passwords are fucked up and that some services have different restrictions (only 12 chars max.), so I decided to search how to reset my password. What the fuck was wrong with these people? It takes you five different pages to get the tiniest bit of information how to reset the password. Then on one page you can login with your single sign on and change the password. On that page you can also set the single sign on password, but if you enter an invalid password (in respect of the the other services) guess what? No feedback that you just locked yourself out of half the systems. Nice job. Also the password requirements are not next to the input fields where you change the password. Noo. That would be way to easy, remember the little small one line on the wall of text three pages ago? There you go.

Ok step one done. Now it should work, shouldn't it? Ohh no not so fast. One needs to activate the seperate service. Where you ask? Perfectly fine question. On the top of page four is a fucking one line table which looks like some five year old had some fun in excel. The button which takes you to the activation page is nearly invisible because of the non existing contrast. Also it is not a button but some arrow pointer thingy. Behind set arrow you have a page listing all differnt kinds of services, the description which you find on page two btw. No padding to decipher this shit what so ever. Nearly on the bottom is your needed button. Yes finally.

Finally I want to login, no good. Try again. Still no good. Go back to the fucked up excel table look at my username and think to myself what's the difference here? The table is so small and again no margin or padding. Apparently they cut of the last character of my normal username which i have which is fucking ridiculous.

What is wrong with you people, we are a TECHNICAL UNIVERSITY, is it so hard for you to find someone decend to unify this shit?

I know folks do their best, but come on Apple, this can't be that hard. Bought an IPhone at an estate sale (elderly individual died suddenly, so no one had knowledge of the apple id, passwords, etc) and I've been trying to convince apple to clear the activation lock. (AS = Apple Support)

<after explaining the situation>
AS: "Have you tried putting the phone in recovery mode? That should clear the lock"
Me: "I've already done that. It prompts for the apple id and password, which I don't have"
AS: "You need to talk to the owner and get the information"
Me: "As I explained, I purchased the phone at an estate sale of someone who died. I have the bill of sale, serial number, the box, obituary. What else do you need?"
AS: "Have you tried contacting a family member? They might have have that information."
Me: "The family members at the sale told us this is all they had. This kind of thing has to happen. I can't believe Apple can't clear the activation lock."
AS: "Yes, we can, but I'm very sorry we take security seriously."
Me: "I understand, what do I do now?"
AS: "Did you log out of the phone? Go to settings ..."
Me: "Yes, I tried all those steps before calling. It prompts for the AppleID and password."
AS: "Did you try entering the password?"
Me: "No, I don't have it. I already explained there is no way to know"
AS: "Yes..yes...sorry...I'm just reading the information in front of me. I found something, have you tried submitting a activation lock removal request?"
Me: "Yes, it was denied, didn't tell me why, which is why I'm calling. What about taking this phone to an Apple store? I have all the paperwork."
AS: "Sure, you can try. You might need the death certificate. The family or the coroner will have a copy."
Me: "What!? Apple requires a death certificate to unlock a phone!? I'm pretty sure not even the family is going to give a total stranger a death certificate"
AS: "Sorry sir, I'm just reading what is in front of me. Without that certificate, there is no way to prove the person died. You can try the Apple store, but they will likely require it."
Me: "That's a lot of drama for unlocking a phone. A *phone*"
AS: "Yes sir, I understand. If there anything else we can do let us know and thank you for being an a apple customer."

Next stop, the Apple Store.

For some reason, I started using Office 365 30 day trial a month ago, obviously, and yesterday, a month passed, but the product registered automatically and says it is a product officially signed with a product key.
Thanks Microsoft!
I <3 you!

(don't report this to nsa)

!(!(!(!(!(!(!(!rant)))))))
My new HTC smartphone hates me.
First it started to shut down all of the sudden yesterday night, when I was solving quadratic equations on my laptop.
I thought that it might be due to low battery. So I have restarted it. After putting itself into a bootloop for 4 start sequences, it was able to fully start to the page where it told me to enter the security pin to decrypt my files. I also had 30 attempts left. Like a ransomware.

I was like "tf I didn't set anything up".
So I decided to use my first attempt as I had 30 attempts left.
I entered the pin (I can swear that it's correct) and it told me that it has to wipe the /data partition.

I did that. I pressed that button. After waiting for 30 minutes I gave up and rebooted into the bootloader.
Bootloader -> Download Mode -> wipe /data (stock rom + stock recovery btw.)

Some error with "e: mount /cache failed[...]e: mount /data failed"
So, I tried using the adb sideload - no success.
Fastbooted into RUU Mode - HTC keeps rebooting itself into the RUU Mode - no success

Tried to flash the firmware and twrp recovery from Download mode - no success
Then I tried to flash all these things from the sd card - no success

Searched for revolutionary (I know this from my old HTC sensation device).
It wasn't big of any help.

Then someone on xda recommended htcDev (htc's <b>developer-friendly</b> lol site)
I followed every step. Everything seemed to be okay.
I got to the last step.
I needed to get my encrypted token by entering "fastboot oem get_identifier_token" to be able to submit it to HTC, and after they would send me an e-Mail with an .bin file that would let me unlock the bootloader to be able to flash my way through all this headache giving fucking piece of dog shit!

But since I can't back to the phone settings to select the bootloader activation box that would let me get my token... but nah.

FML

------------
Sent by using the devRant web app (:\)

So recently I installed Windows 7 on my thiccpad to get Hyperdimension Neptunia to run (yes 50GB wasted just to run a game)... And boy did I love the experience.

ThinkPads are business hardware, remember that. And it's been booting Debian rock solid since.. pretty much forever. There are no hardware issues here. Just saying.

With that out of the way I flashed Windows 7 Ultimate on a USB stick and attempted to boot it... Oh yay, first hurdle to overcome. It can't boot in UEFI mode. Move on Debian, you too shall boot in BIOS mode now! But okay, whatever right. So I set it to BIOS mode and shuffled Debian's partitions around a bit to be left with 3 partitions where Windows could stick in one more.

Installed, it asks for activation. Now my ThinkPad comes with a Windows 7 Pro license key, so fuck it let's just use that and Windows will be able to disable the features that are only available for Ultimate users, right? How convenient would that be, to have one ISO for all the half a dozen editions that each Windows release has? And have the system just disable (or since we're in the installer anyway, not install them in the first place) features depending on what key you used? Haha no, this is Microsoft! Developers developers developers DEVELOPERS!!! Oh and Zune, if anyone remembers that clusterfuck. Crackhead Microsoft.

But okay whatever, no activation then and I'll just fetch Windows Loader from my webserver afterwards to keygen my way through. Too bad you didn't accept that key Microsoft! Wouldn't that have been nice.

So finally booted into the installed system now, and behold finally we find something nice! Apparently Windows 7 Enterprise and Ultimate offer a native NFS driver. That's awesome! That way I don't have to adjust my file server at all. Just some fuckery with registry keys to get the UID and GID correct, but I'll forgive it for that. It's not exactly "native" to Windows after all. The fact that it even has a built-in driver for it is something I found pretty neat already.

Fast-forward a few hours and it's time to Re Boot.. drivers from Lenovo that required reboots and whatnot. Fire the system back up, and low and behold the network drive doesn't mount anymore. I've read that this is apparently due to Windows (not always but often) mounting the network drive before the network comes up. Absolutely brilliant! Move out shitstaind, have you seen this beauty of an init Mr. Poet?

But fuck it we can mount that manually after every single boot.. you know, convenient like that. C O P E.

With it now manually mounted, let's watch a movie! I've recently seen Pyro's review on The Platform and I absolutely loved it. The movie itself is quite good too. Open the directory on my file server and.. oh. Windows.. you just put db.thumb on it and db.thumb:encryptable. I shit you not, with the colon and everything. I thought that file names couldn't contain colons Windows! I thought that was illegal in NTFS. Why you doing this in NFS mate? And "encryptable", am I already infected with ransomware??? If it wasn't for the fact that that could also be disabled with something as easy as a registry key, I would've thought I contracted ransomware!

Oh and sound to go with that video, let's pair up some Bluetooth headphones with that Bluetooth driver I installed earlier! Except.. haha nope. Apparently you don't get that either.

Right so let's just navigate the system in its Aero glory... Gonna need to flick the mouse for that. Except it's excruciatingly slow, even the fastest speed is slower than what I'm used to on Linux.. and it's jerky as hell (Linux doesn't have any of that at higher speed). But hey it can compensate for that! Except that slows down the mouse even more. And occasionally the mouse driver gets fucked up too. Wanna scroll on Telegram messages in a chat where you're admin? Well fuck you mate, let me select all these messages for you and auto scroll at supersonic speeds! And God forbid that you press delete with that admin access of yours. Oh maybe I'll do it for you, helpful OS I am!

And the most saddening part of it all? I'd argue that Windows 7 is the best operating system that Microsoft ever released. Yeah. That's the best they could come up with. But at least it plays le games!

Just got a Google Home. I'm very impressed with it, there's just so many possibilities with it. I just found out I can trigger a HTTP request using my voice (!). So now I need to find out good use cases and build a server.

Ideas?

Boss: so we've got to call an app to verify data in this project. But I've got no more info and I'm on holiday next week. Please contact GuyA next week.
Me: ok I guess?
*writes email to GuyA*
GuyB: GuyA is on holiday please hold the line
*1 week later*
GuyA: we need more time it's not ready yet
*2 weeks later?
Me: so?
GuyA: yeah it's ready here's the wsdl etc your client already has the password
*1 week later*
Me: yeah so I got the data but the api says my auth isn't working
GuyB: yeah your user isn't activated on the test system. I'm gonna forward that and come back at you
*1 week later*
GuyA: so we're going live in about 2 weeks hows testing going?
Me: well I'm still waiting for the response and activation
*suddenly it works*
Me: yeah so auth is working but i can't find any data. Is there any special test data?
GuyA: oh no there is NO test data on the test system. You need to wait for GuyB but he us not here today...
Me: are you fking kidding Me?????

... no response since then and it's been days....

Annoying Indian professors are everywhere. It's a computer vision class are you really teaching us Regression?

What about transfer learning? object detection! Give us papers to read, let's do projects.. what the hell is this I am going take attendance bullshit and teaching crappy concepts.

I did not sign up for this shit! I came here for my Masters to get away from pompous mother fuckers like you ...

My class is also filled with those idiots,who think bias in a neural network is somehow related to class imbalance ? Now the same idiot proceeds to ask questions like...

Why would the weights change in a neural network?
Motherfucker why you in this class ? Why don't you stick to your shit and ask these questions later..

I am so pissed off right now guys ...
I was sitting in my lab understanding the deeper insights of BN, activation fucntions.. various optimizers ..etc Stuff that this idiot motherfucking teacher must be covering... UGGH.

I shouldn't cuss so much.. or at least add variety to my cuss words..

I am pissed off cuz instead of learning the shit I should be learning I am forced to come and attend this class and waste 2 hrs of my life ...

It's the summer i find it hard to focus anyway (want to go out hiking or swimming or something.) BUT. the moment I find some resolve to focus

I get this fucking bullshit.. !

My mind is so fucked right now... I can't think of anything but standing up in class and screaming " Mother fucker, mother fucker...(point to the idiots in class you) motherfuckers shut the fuck up..

Can someone suggest some colorful swear words ?

My brains not working -_-

It is just about now that I start feeling like "Anger" from inside out

Help. I work with a guy who really wants to learn programming (he’s sales/support rn) and is even taking some courses on it. He seems eager enough to learn, the problem is he is just so fucking stupid I don’t know whether to encourage him or level with him.

He somehow managed to pass a course on Java (which I still don’t believe since I had to help him put his lines of code in the right order ffs), but now he’s signed up for C++ and data structures and I honestly don’t know how he’s going to do it.

This is the type of guy who loves “coding” but thinks debugging is a waste of time.

Normally I encourage anyone who wants to learn programming do so, but let’s be honest it does take a modicum of intelligence and this guy has zero common sense at all. We’re talking about a guy who sent me a *screenshot* of an Excel file that I needed to copy some activation codes from. And then had absolutely no idea what was wrong when I replied “are you fucking with me right now?”

*sigh*

And that’s not even scratching the surface. I sent him a zip file containing some updated code and walked him through how to update them on Slack (really basic, copy/replace files stuff). Then the VERY next day when I sent him a second update he asks “is there something you want me to do with this?”

The instructions were literally the last thing we talked about in the chat log.

I actually fear the stuff this guy would unleash upon the world if someone were actually able to teach him how to write a whole program.

What should I do? Right now my plan is to be vaguely supportive but secretly hope he will realize he’s in over his head and drop out before any damage is done. But my worry is he may just be SO dumb that he actually thinks he can do it. At that point I guess I just have to put my faith in his school and pray that they aren’t just giving degrees away to whoever can afford them. Because fear the day this guy ever gets a degree in programming.

Fuck you Windows 10 Activation I should not have to use a phone system to reactivate after losing $100 already due to needing a motherboard swap 😡

Needed my Windows 10 vm for parallax propeller development again. Should be pretty straightforward:

Start VM. Very unresponsive and Interface glitches with 2GB RAM so I give it 4GB to get on the desktop. Bruh, off to a good start.

Turns out that there are a few updates. So I try to install them. After two fucking hours Virtualbox screams at me for being out of storage. FFS Window$ updates managed to take up like 20GB extra.

Had to install it from scratch since my drive is full. Now my key won't activate because it is already activated. 15min support hotline, because 6*8 characters are necessary for a f*cking Phone activation.

Damage assessment:
1h of my life I will never get back, a barely viable operating system and I'm not even sure if USB passthrough works.

PSA:Gnome-Boxen has a superb unattended installer.

Latest Yandex browser (Chromium based) throws an error if "document.hasStorageAccess()" is called (:
Ie the StorageAPI that allows cross-site cookie access on user-interaction

the iFrame sandbox flags that compliment it, ie "allow-storage-access-by-user-activation" also fails on execution.
Both of these work on Edge/Chrome/Firefox.

I thought Firefox and Chromium browsers are all ive to deal with and im done but NO.
Now within Chromium-based browsers theres differences of API as well?

Kill me.

by simply making the bias random on the second input for a two bit binary input during activation calculation, it's possible to train a neural net to calculate the XOR function in one layer.

I know for a fact. I just did it.

Just moved flats with a last minute confirmation, sadly the flat in question is not eligible for fibre broadband (high-rise) so had to settle for good old ASDL.

Find a good deal (as all providers are offering the same speeds/technology, all ASDL broadband is provided in the UK through BT landlines) to discover there is a mandatory 2 week waiting period to switch over ownership...

Fine, will wait 10 days for internet (torture except from dev rant on mobile internet, thanks for being text only), box arrives 3 days ago stating not to plug it in until activation date...

Fine I shall wait, today I get impatient and setup the router without connecting it to the landline so I can use the WiFi to connect to my Nas etc, login to WiFi navigate to Nas IP .... Automatic reroute to "login" page "We have detected your router is not connected to the landline, ensure your router is properly connected". Try logging into management site, works, change admin password etc. No setting to disable "self heal" functionality. No setting to setup static routes for my lab router, No setting to switch to modem only mode for when I inevitably buy a new wireless router for when this piece of crap can't handle the internal network traffic...

All this for a pitiful 10/? Mbps average, I want my fibre connection back :'(

My brother-in-law's mother's face when she was telling me that she was forced to use 2FA Microsoft Office for work..
"They think we're all IT ppl or what"

Just realise how complex the "simple" 2FA activation step is for someone without the slightest IT curiosity. Not super-democratic either.. (eg. For someone who uses a library PC and has no phone)

is it necessary to have cherry picking a part of git branching/release process?

we have 3 branches : develop, release and master.

currently every dev works on feature as follows : they make a branch out of develop, write code, raise pr against develop, get it reviewed and merge back to develop. later the release feature list is generated, and we cherry pick all the release related commits to release branch, and make a prod build out of release branch. finally, the code is moved to master and rags are generated accordingly.

so the major issue with this process is feature blocking. as of now, i have identified 4 scenarios where a feature should not be released :

1. parallel team blocker : say i created a feature x for android that is supposed to go in release 1.2.1 . i got it merged to develop and it will be cherry picked to release on relase day. but on release day it is observed that feature x was not completed by the ios dev and therefore we cannot ship it for android alone.

2. backend blocker : same as above scenario, but instead of ios, this time its the backend which hasn't beem created for the feature x

3. qa blocker : when we create a feature and merge it to develop, we keep on giving builds from develop branch adter every few days. however it could be possible that qa are not able to test it all and on release day, will declare thaf these features cannot be tested and should not be moved to release

4. pm blocker: basically a pm will add all the tickets for sprint in the jira board. but which tickets should be released are decided at the very late days of sprint. so a lot of tasks get merged to develop which are not supposed to go.

so there's the problem. cherry picking is being a major part of release process and i am not liking it. we do squash and merges, so cherry picking is relatively easy, but it still feels a lot riskier.

for 1 and 2 , we sometimes do mute releases : put code in release but comment out all the activation code blocks . but if something is not qa tested or rejected by pm, we can't do a mute release.

what do you folks suggest?

rants[0] =

"tl;dr: the account creation process at salesforce.com is really flawed.

In a lecture we were supposed to try out different CRM tools, one of them was salesforce. They are the worlds largest CRM software provider - not relevant for the rant, but it means they should have enough $$$ and competence to make something better.

When you create your account, you do not set a password. Instead they send you an email with a link, serving both as account activation and for setting your password. However, if you close the tab without setting a password, your account is still activated and the link in the email won't work anymore.

Alright, rather annoying, but that's why you can reset your password via email, right? Wrong. When you try to reset your password, they prompt you with a security question. Even when you never set them up. And obviously can't give the right answer. Who designed this logic?

On top of that, they nicely tell you to contact your sys admin if you are still having issues. My account is private. Not associated with any company.

So yeah, burned 3 emails until I figured that out and created 3 accounts I can never access again.";

research 10.09.2024

I successfully wrote a model verifier for xor. So now I know it is in fact working, and the thing is doing what was previously deemed impossible, calculating xor on a single hidden layer.

Also made it generalized, so I can verify it for any type of binary function.

The next step would be to see if I can either train for combinations of logical operators (or+xor, and+not, or+not, xor+and+..., etc) or chain the verifiers.

If I can it means I can train models that perform combinations of logical operations with only one hidden layer.

Also wrote a version that can sum a binary vector every time but I still have
to write a verification table for that.

If chaining verifiers or training a model to perform compound functions of multiple operations is possible, I want to see about writing models that can do neighborhood max pooling themselves in the hidden layer, or other nontrivial operations.

Lastly I need to adapt the algorithm to work with values other than binary, so that means divorcing the clamp function from the entire system. In fact I want to turn the clamp and activation into a type of bias, so a network
that can learn to do binary operations can also automatically learn to do non-binary functions as well.

I finally got the lstm to a training and validation loss of < 0.05 for predicting the digits of a semiprime's factors.

I used selu activation with lecun normal initialization on a dense decoder, and compiled the model with Adam as the optimizer using mean squared error.

Selu is self-normalizing, meaning it tends to mean 0 and preserves a standard deviation of one, so it eliminates the exploding/vanishing gradient problem. And I can get away with this specifically because selu *only* works on dense layers.

I chose Adam, even though this isn't a spare problem, because Adam excels on noisy problems and non-stationary objectives (definitely this), and because adam typically doesn't require a lot of hyperparameter tuning its ideal here, especially considering because I don't know what the hyperparameters should be to begin with.

I did work out some general guidelines on training quantity vs validation, etc.
The initial set wasn't huge or anything, roughly 110k pairs for training.

It converged pretty quick all things considered, and to the low loss like I mentioned, but even then the system always outputs the same result, regardless of the input, so obviously I'm doing something incorrectly.

The effectiveness of this approach for training and validation makes me question if I haven't got something wildly wrong. Still exploring though and figuring out how to get my answers back out. I'm hoping I just fucked up the output, and not the input as well.

You know, one thing that really puzzels me is that people are willing to use WinRar despite there being plenty of better alternatives (*cough*7-Zip*cough*) that doesn't slap an activation notice in your face every fucking time.

Is the title "Web & Mobile Developer" on my profile misleading?
And the part in my summary which says I'm studying and currently not working ambiguous?
Cause I keep getting investment offers and job applications!

If you want I can hire you as an onClickListener function of a button in my Android app or as an activation function in my neural network model!

I got a really really fast computer from my previous employer with a valid windows 10 license (Enterprise) as a farewell gift when I left them in December 2016.

Yesterday my 3 year old daughter magically entered the Windows Activation window and entered a bogus key.
Since my previous boss doesn't work there anymore and you have to log into the corporate domain to re-enter a valid corporate key.. I was forced to buy a valid key.

Well, at least now the license is mine. But it was expensive...

"There are a ton of issues with this website. Activation is misspelled. What kinda of alpha QA is this?"

Ffffffffffuuuuuuuuuuuuu

I simply can't get shit to work. I just can't, I feel retarded and useless. I know I am a slow coder but this isn't even the problem now. I can't even setup my shit.
I couldn't get virtualenv to work, so I used the python built-in, then I tryed autoenv. Nada. It doesn't fucking work. When i try to source the activation script for my env...
No such file or directory my ass. I tryed evey possible path to that file, still doesn't work.
I ignored that and just continued, trying to setup heroku. It took me 2 fucking hours to get why git wasn't working.
Hopefully I will finish my project one day. I tough it will take me one week top. I was so wrong. The more I do, the more work I realise I have to do.

So the sigmoid function creates a limit of 1 as x approaches infinity meaning big high heapum activation value gets closer and closer to 1 ?

At a guess it only ever reaches 1 because of precision
Limitations ?

So as a personal project for work I decided to start data logging facility variables, it's something that we might need to pickup at some point in the future so decided to take the initiative since I'm the new guy.
I setup some basic current loop sensors are things like gas line pressures for bulk nitrogen and compressed air but decided to go with a more advanced system for logging the temperature and humidity in the labs. These sensors come with 'software' it's a web site you host internally. Cool so I just need to build a simple web server to run these PoE sensors. No big deal right, it's just an IIS service. Months after ordering Server 2019 though SSC I get 4 activation codes 2 MAK and 2 KMS. I won the lottery now i just have to download the server 2019 retail ISO and... Won't take the keys. Back to purchasing, "oh I can download that for you, what key is yours". Um... I dunno you sent me 4 Can I just get the link, "well you have to have a login". Ok what building are you in I'll drive over with a USB key (hoping there on the same campus), "the download keeps stopping, I'll contact the IT service in your building". a week later I get an install ISO and still no one knows that key is mine. Local IT service suggests it's probably a MAK key since I originally got a quote for a retail copy and we don't run a KMS server on the network I'm using for testing. We'll doesn't windows reject all 4 keys then proceed to register with a non-existent KMS server on the network I'm using for testing. Great so now this server that is supposed to connected to a private network for the sensors and use the second NIC for an internet connection has to be connected to the old network that I'm using for testing because that's where the KMS server seems to be. Ok no big deal the old network has internet except the powers that be want to migrate everything to the new more secure network but I still need to be connected to the KMS server because they sent me the wrong key. So I'm up to three network cards and some of my basic sensors are running on yet another network and I want to migrate the management software to this hardware to have all my data logging in one system. I had to label the Ethernet ports so I could hand over the hardware for certification and security scans.

So at this point I have my system running with a couple sensors setup with static IP's because I haven't had time to setup the DNS for the private network the sensors run on. Local IT goes to install McAfee and can't because it isn't compatible with anything after 1809 or later, I get a message back that " we only support up to 1709" I point out that it's server 2019, "Oh yeah, let me ask about that" a bunch of back and forth ensues and finally Local IT get's a version of McAfee that will install, runs security scan again i get a message back. " There are two high risk issues on your server", my blood pressure is getting high as well. The risks there looking at McAfee versions are out of date and windows Defender is disabled (because of McAfee).

There's a low risk issue as well, something relating to the DNS service I didn't fully setup. I tell local IT just disable it for now, then think we'll heck I'll remote in and do it. Nope can't remote into my server, oh they renamed it well that's lot going to stay that way but whatever oh here's the IP they assigned it, nope cant remote in no privileges. Ok so I run up three flights of stairs to local IT before they leave for the day log into my server yup RDP is enabled, odd but whatever let's delete the DNS role for now, nope you don't have admin privileges. Now I'm really getting displeased, I can;t have admin privileges on the network you want me to use to support the service on a system you can't support and I'm supposed to believe you can migrate the life safety systems you want us to move. I'm using my system to prove that the 2FA system works, at this rate I'm going to have 2FA access to a completely worthless broken system in a few years. good thing I rebuilt the whole server in a VM I'm planning to deploy before I get the official one back. I'm skipping a lot of the ridiculous back and forth conversations because the more I think about it the more irritated I get.

ohhhhh I am pissseddddddddddd

itss the fucking pytorch.module class it would seem !

I do exactly the same goddamn shit as its supposed to do in a goddamn notebook and run it step by step and the fucking model trains and the output values change !!!! and the loss decreases !!

I do this in the goddamn class derived from model with a call to model.parameters() and the fucker fails !!!

why ???
why ?????
why ??????
is it cloning the goddamn parameters so the references aren't there ????
seems to work goddamn fine when i call a layer and activation function at a goddamn time chaining the calls one after another !!!!!!

UGHHHH IT LOOKS LIKE IF YOU DEFINE THE LOSS AND OPTIMIZER OUTSIDE THE FUCKING CLASS IN A SEPERATE TRAINING FUNCTION IT DOESN'T TRAIN !!!!!!

WHY ??
A REFERENCE IS A GODDAMN REFERENCE !!!!

Dreamhost sucks. For a DECADE now people have posted the same issue on their community forum about how they cannot cannot send email from their iOS devices using the exact settings Dreamhost requires. Or they were able to intermittently but with no settings changes to explain why it stops working randomly. Yet Dreamhost continues to insist nothing is wrong on their end.

So I go to try and sign up to publish my own problem post. It says to check my email for an activation link. Nothing ever comes, not even to desktop Outlook even when it does work for other emails.

I'm beginning to feel like any kind of specific approximation via neural networks is a myth. That if you can't reduce output to simple categorical values that can be broadly interpreted between two points, that it doesn't work.

I have some questions and they don't seem to be getting answered about the design of the net. How many layers should I use ? How many neurons per layer ? How does this relate to the number of desired quantitive scalar outputs I'm looking to create, even if they are normalized, they can vary GREATLY and will if I'm approximating the out of several mathematical expressions. Based on this and the expected error ranges of these numbers and how many possible major digits could be produced within the domain of the variable inputs being introduced, how many neurons per layer ? What does having more layers do ? In pytorch there don't seem to be a lot of layer types per say, but there are a crap ton of activation functions, and should I just be using these at the tail end or should they actually be inserted between layers so the input of the next layer passes through another series of actiavtion functions ? what does this do to the range of output ?

do I need to be a mathematician to do this ?

remembered successes removed quantifiable scalars entirely from output, meaning that I could interpret successful results from ranges of decimal points.

but i've had no success with actual multi variable regression as of yet, even when those input variables are only 2 and on limited value ranges eg [0,100] and [0, 2pi]

and then there are training epochs to avoid overfitting, and reasonable expectation of batches till quality results will start to form.

On the one hand, I'm done with all of the major bugs in a piece we're getting ready to launch this month.

On the other hand, there's one lingering bug that only appears when I've got Query Monitor running, because WooCommerce throws a false positive "table does not exist" error, which it tries to backtrace through **39** layers of functions, eating all of the memory.

Turning off Query Monitor fixes this, but means I basically have to flip it off before the primary function of the software and flip it back on afterward.

Currently considering the best way to put off the WooCommerce activation for a point where there isn't so much going on...

Hey guys,

Need an opinion if this is gunna work or not

I have a machine that currently has windows 10 de-activated and I want to activate it with a win 7 license, except, I don't want to lose the state of the machine.

Here's what I plan to do:

Clone the machine to an external drive, wipe and reinstall windows 10 and activate with windows 7 license. Get it to the point where it's on the desktop. Then clone it back to the state it was before.

The thought behind this is that the activation is tied to the mobo so the data/install of the actual windows doesn't matter.

I know this isn't exactly a dev question, but I figured its still kind of in the same area so it would be ok.

Thanks to all that reply ❤️

So I'm sitting here reexamining the prototext file of the densenet model and i'm confused by what i'm seeing.

I realize its a fancy 'convolutional network' but how do you pretrain a model with what looks like a whollllleee bunch of complex programmatic procedures in between input and output ?

I thought each layer was just an activation code, bias and so many connected weights which act as coefficents to the last layers output ?

how is gradient descent performed where you have imaging procedures being performed ?

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