s4583222 - Stable Diffusion model (Wrong branch fix) - #484

Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom
s4583222:topic-recognition
Open

s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom
s4583222:topic-recognition

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@s4583222

@s4583222s4583222 commented Nov 9, 2022

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Hi all,
My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.
My report was on stable diffusion using the OASIS brain dataset.
My files have been split up into the following

  • predict.py
  • train.py
  • modules.py
  • dataset.py

Thanks,
Tom

@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76

shakes76 commented Nov 20, 2022

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Owner

You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?

@shakes76shakes76 added Ungraded Missing ident, so upload grade when found Diffusion Model labels Nov 20, 2022
@shakes76

shakes76 commented Nov 21, 2022

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Owner

Good Practice (Design/Commenting, TF/Torch Usage)

Adequate use and implementation
Good spacing and comments
Header blocks missing -1

Recognition Problem

Solves problem (some poor recons, but difficult problem) -2 +2
Driver Script present
File structure present
Shows Usage & Demo & Visualisation & Data usage
Module present
Commenting
No Data leakage
Difficulty: Hard

Commit Log

Meaningful commit messages could be more descriptive -1
Progressive commits used

Documentation

ReadMe OK, broken links -2
Good Description and Comments
Markdown used PDF submitted

Pull Request

Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)
No Feedback required
Request Description good

LATE: Waiting for PR link to confirm marks.

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Diffusion ModelUngradedMissing ident, so upload grade when found

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2 participants

@s4583222@shakes76
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
s4583222 - Stable Diffusion model (Wrong branch fix) - #484
Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Open
s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Conversation
@s4583222
@s4583222s4583222
commented
Nov 9, 2022

Copy link


Copy Markdown

Hi all,

My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.

My report was on stable diffusion using the OASIS brain dataset.

My files have been split up into the following
  • predict.py
  • train.py
  • modules.py
  • dataset.py
Thanks,

Tom
@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76
shakes76
commented
Nov 20, 2022

Copy link


Copy Markdown

Owner
You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?
@shakes76shakes76
added

Ungraded
Missing ident, so upload grade when found
Diffusion Model

labels
Nov 20, 2022
@shakes76
shakes76
commented
Nov 21, 2022

Copy link


Copy Markdown

Owner
Good Practice (Design/Commenting, TF/Torch Usage)
Adequate use and implementation

Good spacing and comments

Header blocks missing -1
Recognition Problem
Solves problem (some poor recons, but difficult problem) -2 +2

Driver Script present

File structure present

Shows Usage & Demo & Visualisation & Data usage

Module present

Commenting

No Data leakage

Difficulty: Hard
Commit Log
Meaningful commit messages could be more descriptive -1

Progressive commits used
Documentation
ReadMe OK, broken links -2

Good Description and Comments

Markdown used PDF submitted
Pull Request
Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)

No Feedback required

Request Description good
LATE: Waiting for PR link to confirm marks.
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Diffusion ModelUngradedMissing ident, so upload grade when found

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2 participants

@s4583222@shakes76

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
s4583222 - Stable Diffusion model (Wrong branch fix) - #484
Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Open
s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Conversation
@s4583222
@s4583222s4583222
commented
Nov 9, 2022

Copy link


Copy Markdown

Hi all,

My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.

My report was on stable diffusion using the OASIS brain dataset.

My files have been split up into the following
  • predict.py
  • train.py
  • modules.py
  • dataset.py
Thanks,

Tom
@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76
shakes76
commented
Nov 20, 2022

Copy link


Copy Markdown

Owner
You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?
@shakes76shakes76
added

Ungraded
Missing ident, so upload grade when found
Diffusion Model

labels
Nov 20, 2022
@shakes76
shakes76
commented
Nov 21, 2022

Copy link


Copy Markdown

Owner
Good Practice (Design/Commenting, TF/Torch Usage)
Adequate use and implementation

Good spacing and comments

Header blocks missing -1
Recognition Problem
Solves problem (some poor recons, but difficult problem) -2 +2

Driver Script present

File structure present

Shows Usage & Demo & Visualisation & Data usage

Module present

Commenting

No Data leakage

Difficulty: Hard
Commit Log
Meaningful commit messages could be more descriptive -1

Progressive commits used
Documentation
ReadMe OK, broken links -2

Good Description and Comments

Markdown used PDF submitted
Pull Request
Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)

No Feedback required

Request Description good
LATE: Waiting for PR link to confirm marks.
Sign up for freeto join this conversation on GitHub.
Already have an account?
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Reviewers


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No one assigned


Labels

Diffusion ModelUngradedMissing ident, so upload grade when found

Projects


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Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@s4583222@shakes76

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
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(function(){
try {
var __m = "*";
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Skip to content
s4583222 - Stable Diffusion model (Wrong branch fix) - #484
Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Open
s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Conversation
@s4583222
@s4583222s4583222
commented
Nov 9, 2022

Copy link


Copy Markdown

Hi all,

My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.

My report was on stable diffusion using the OASIS brain dataset.

My files have been split up into the following
  • predict.py
  • train.py
  • modules.py
  • dataset.py
Thanks,

Tom
@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76
shakes76
commented
Nov 20, 2022

Copy link


Copy Markdown

Owner
You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?
@shakes76shakes76
added

Ungraded
Missing ident, so upload grade when found
Diffusion Model

labels
Nov 20, 2022
@shakes76
shakes76
commented
Nov 21, 2022

Copy link


Copy Markdown

Owner
Good Practice (Design/Commenting, TF/Torch Usage)
Adequate use and implementation

Good spacing and comments

Header blocks missing -1
Recognition Problem
Solves problem (some poor recons, but difficult problem) -2 +2

Driver Script present

File structure present

Shows Usage & Demo & Visualisation & Data usage

Module present

Commenting

No Data leakage

Difficulty: Hard
Commit Log
Meaningful commit messages could be more descriptive -1

Progressive commits used
Documentation
ReadMe OK, broken links -2

Good Description and Comments

Markdown used PDF submitted
Pull Request
Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)

No Feedback required

Request Description good
LATE: Waiting for PR link to confirm marks.
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels

Diffusion ModelUngradedMissing ident, so upload grade when found

Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@s4583222@shakes76

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
s4583222 - Stable Diffusion model (Wrong branch fix) - #484
Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Open
s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Conversation
@s4583222
@s4583222s4583222
commented
Nov 9, 2022

Copy link


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Hi all,

My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.

My report was on stable diffusion using the OASIS brain dataset.

My files have been split up into the following
  • predict.py
  • train.py
  • modules.py
  • dataset.py
Thanks,

Tom
@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76
shakes76
commented
Nov 20, 2022

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Owner
You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?
@shakes76shakes76
added

Ungraded
Missing ident, so upload grade when found
Diffusion Model

labels
Nov 20, 2022
@shakes76
shakes76
commented
Nov 21, 2022

Copy link


Copy Markdown

Owner
Good Practice (Design/Commenting, TF/Torch Usage)
Adequate use and implementation

Good spacing and comments

Header blocks missing -1
Recognition Problem
Solves problem (some poor recons, but difficult problem) -2 +2

Driver Script present

File structure present

Shows Usage & Demo & Visualisation & Data usage

Module present

Commenting

No Data leakage

Difficulty: Hard
Commit Log
Meaningful commit messages could be more descriptive -1

Progressive commits used
Documentation
ReadMe OK, broken links -2

Good Description and Comments

Markdown used PDF submitted
Pull Request
Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)

No Feedback required

Request Description good
LATE: Waiting for PR link to confirm marks.
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2 participants

@s4583222@shakes76

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
s4583222 - Stable Diffusion model (Wrong branch fix) - #484
Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Open
s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Conversation
@s4583222
@s4583222s4583222
commented
Nov 9, 2022

Copy link


Copy Markdown

Hi all,

My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.

My report was on stable diffusion using the OASIS brain dataset.

My files have been split up into the following
  • predict.py
  • train.py
  • modules.py
  • dataset.py
Thanks,

Tom
@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76
shakes76
commented
Nov 20, 2022

Copy link


Copy Markdown

Owner
You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?
@shakes76shakes76
added

Ungraded
Missing ident, so upload grade when found
Diffusion Model

labels
Nov 20, 2022
@shakes76
shakes76
commented
Nov 21, 2022

Copy link


Copy Markdown

Owner
Good Practice (Design/Commenting, TF/Torch Usage)
Adequate use and implementation

Good spacing and comments

Header blocks missing -1
Recognition Problem
Solves problem (some poor recons, but difficult problem) -2 +2

Driver Script present

File structure present

Shows Usage & Demo & Visualisation & Data usage

Module present

Commenting

No Data leakage

Difficulty: Hard
Commit Log
Meaningful commit messages could be more descriptive -1

Progressive commits used
Documentation
ReadMe OK, broken links -2

Good Description and Comments

Markdown used PDF submitted
Pull Request
Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)

No Feedback required

Request Description good
LATE: Waiting for PR link to confirm marks.
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Labels

Diffusion ModelUngradedMissing ident, so upload grade when found

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Development

Successfully merging this pull request may close these issues.

2 participants

@s4583222@shakes76

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
s4583222 - Stable Diffusion model (Wrong branch fix) - #484
Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Open
s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Conversation
@s4583222
@s4583222s4583222
commented
Nov 9, 2022

Copy link


Copy Markdown

Hi all,

My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.

My report was on stable diffusion using the OASIS brain dataset.

My files have been split up into the following
  • predict.py
  • train.py
  • modules.py
  • dataset.py
Thanks,

Tom
@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76
shakes76
commented
Nov 20, 2022

Copy link


Copy Markdown

Owner
You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?
@shakes76shakes76
added

Ungraded
Missing ident, so upload grade when found
Diffusion Model

labels
Nov 20, 2022
@shakes76
shakes76
commented
Nov 21, 2022

Copy link


Copy Markdown

Owner
Good Practice (Design/Commenting, TF/Torch Usage)
Adequate use and implementation

Good spacing and comments

Header blocks missing -1
Recognition Problem
Solves problem (some poor recons, but difficult problem) -2 +2

Driver Script present

File structure present

Shows Usage & Demo & Visualisation & Data usage

Module present

Commenting

No Data leakage

Difficulty: Hard
Commit Log
Meaningful commit messages could be more descriptive -1

Progressive commits used
Documentation
ReadMe OK, broken links -2

Good Description and Comments

Markdown used PDF submitted
Pull Request
Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)

No Feedback required

Request Description good
LATE: Waiting for PR link to confirm marks.
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Reviewers


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No one assigned


Labels

Diffusion ModelUngradedMissing ident, so upload grade when found

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Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@s4583222@shakes76

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
s4583222 - Stable Diffusion model (Wrong branch fix) - #484
Open
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Open
s4583222 - Stable Diffusion model (Wrong branch fix)#484
s4583222 wants to merge 32 commits into
shakes76:topic-recognitionfrom 
s4583222:topic-recognition
Conversation
@s4583222
@s4583222s4583222
commented
Nov 9, 2022

Copy link


Copy Markdown

Hi all,

My original pull request got deleted when trying to fix the issue of my report being in the wrong branch.

My report was on stable diffusion using the OASIS brain dataset.

My files have been split up into the following
  • predict.py
  • train.py
  • modules.py
  • dataset.py
Thanks,

Tom
@s4583222
Initial addition of my (empty) files to my fork
1d3578b
@s4583222
Wrote my data loading code
a8b7dd4
@s4583222
Added the method to destroy images and Unet model
b334020
@s4583222
Wrote my train file and have debugged my code
2e9b892
Model will now train. Have trained over night and so far has a loss of 0.05
@s4583222
Got code running on Rangpur
10ddc52
This commit is for debugging, getting the code running on Rangpur, as well as a complete reconstruction of my UNET model. It was too big which resulted in the GPU running out of memory. I am trying a different architecture.
Also Progress for the README report
@s4583222
Overhaul of my UNET and diffusion functions`
c4d1bf1
I had an issued running my code on gpu's. It would run out of memory after about 3 epochs. I have changed up my code and now my code has been training for 11 hours
@s4583222
Can load in model
d19cc69
@s4583222
Rewrites of Unet and training
7d2f3ec
I trained for 18 hours and found that it wasn't training correctly. I have gone back a written my training and Unet code
@s4583222
Network able to generate brain images
0127080
I had an issue with my reverse process. I was not feeding back the noised image
@s4583222
increased UNET num trainable param and fixes
598a69a
I have added in another time to save the model (but to a separate file for a back up). I let it train overnight and it show how crashed, when I tried loading the model it was corrupted. This is because it would've crashed whilst saving the model. I have created a separate instance of it saving the model. But at a different time to the first save. That way if one becomes corrupted I can load up from a 5 epochs ago. Also have fixed my de noising for my predict file. Which can show images of stuff that look similar to brains.
@s4583222
Adding images that I can put in the readme
1861969
@s4583222
Testing images
f390de6
@s4583222
Testing but with images in github
f047a67
@s4583222
Images displaying on readme
ef0924d
@s4583222
smaller images for readme
4d04f49
@s4583222
Centering image
c56a363
@s4583222
scaled up image
7a6866d
@s4583222
larger images
4ccce98
@s4583222
Adding images for read me
2fd0c40
@s4583222
updating images
963ec13
@s4583222
Delete test.png
0cd6a6d
@s4583222
updating images
32c105b
@s4583222
testing images
020e3e5
@s4583222
Brain images
c704ccd
@s4583222
More brain images
7a8e1d5
@s4583222
more images
76693aa
@s4583222
Updated README.MD
2d4eca7
@s4583222
obvious spelling mistake
b534686
@s4583222
obvious spelling mistake
9483e13
@s4583222
Commenting my code
baf681f
@shakes76
shakes76
commented
Nov 20, 2022

Copy link


Copy Markdown

Owner
You history looks good, but PR is really late. Can you post link to the original (closed?) PR ASAP?
@shakes76shakes76
added

Ungraded
Missing ident, so upload grade when found
Diffusion Model

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Nov 20, 2022
@shakes76
shakes76
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Nov 21, 2022

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Good Practice (Design/Commenting, TF/Torch Usage)
Adequate use and implementation

Good spacing and comments

Header blocks missing -1
Recognition Problem
Solves problem (some poor recons, but difficult problem) -2 +2

Driver Script present

File structure present

Shows Usage & Demo & Visualisation & Data usage

Module present

Commenting

No Data leakage

Difficulty: Hard
Commit Log
Meaningful commit messages could be more descriptive -1

Progressive commits used
Documentation
ReadMe OK, broken links -2

Good Description and Comments

Markdown used PDF submitted
Pull Request
Successful Pull Request (Working Algorithm Delivered on Time in Correct Branch)

No Feedback required

Request Description good
LATE: Waiting for PR link to confirm marks.
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Diffusion ModelUngradedMissing ident, so upload grade when found

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2 participants

@s4583222@shakes76