lukejagg / test-canary

Copy the contents of config.yaml to config-test.yaml.

Change only 1 config: Set model name to "ResNet101"

Checklist

config-test.yaml

Copy the contents of config.yaml to config-test.yaml.
• Change the model name from "ResNet50" to "ResNet101".

Here's the PR! #229.

💎 Sweep Pro: I used GPT-4 to create this ticket. You have 849 GPT-4 tickets left for the month.To get Sweep to recreate this ticket, leave a comment prefixed with "sweep:" or edit the issue.

Step 1: 🔍 Code Search

I found the following snippets in your repository. I will now analyze these snippets and come up with a plan.

Some code snippets I looked at (click to expand). If some file is missing from here, you can mention the path in the ticket description.

test-canary/config.yaml

Lines 1 to 21 in d773bfa

    
           # Configuration file 
        
           model: 
        
             name: "ResNet50" 
        
             num_classes: 10 
        
             pretrained: true 
        
           training: 
        
             batch_size: 64 
        
             learning_rate: 0.001 
        
             epochs: 50 
        
           data: 
        
             train_dataset: "train_data.csv" 
        
             test_dataset: "test_data.csv" 
        
             shuffle: true 
        
           logging: 
        
             log_file: "log.txt" 
        
             verbose: false

https://github.com/lukejagg/test-canary/blob/d773bfa3aa1bc4d3110c5110d580a548b918b6c2/train.py#L1-L97

test-canary/frontend.html

Lines 1 to 23 in d773bfa

    
           <!DOCTYPE html> 
        
           <html> 
        
           <head> 
        
               <title>Balloon Shop</title> 
        
               <link rel="stylesheet" type="text/css" href="frontend.css"> 
        
           </head> 
        
           <body> 
        
               <h1>Welcome to the Balloon Shop!</h1> 
        
               <img src="balloon.jpg" alt="Balloons"> 
        
               <form> 
        
                   <label for="quantity">Quantity:</label> 
        
                   <input type="number" id="quantity" name="quantity" min="1" max="10"> 
        
                   <br> 
        
                   <label for="color">Color:</label> 
        
                   <select id="color" name="color"> 
        
                       <option value="red">Red</option> 
        
                       <option value="blue">Blue</option> 
        
                       <option value="yellow">Yellow</option> 
        
                   </select> 
        
                   <br> 
        
                   <input type="submit" value="Order"> 
        
               </form> 
        
           </body>

Step 2: 🧐 Snippet Analysis

From looking through the relevant snippets, I decided to make the following modifications:

File Path	Proposed Changes
`config-test.yaml`	Create config-test.yaml with contents: * Copy the contents of `config.yaml` to `config-test.yaml`. • Change the model name from "ResNet50" to "ResNet101".

Step 3: 📝 Planning

I have created a plan for writing the pull request. I am now working my plan and coding the required changes to address this issue. Here is the planned pull request:

Create new config file for testing
sweep/create-config-test-file

Description

This PR addresses issue #3.

A new configuration file, config-test.yaml, has been created for testing purposes. The file is a copy of the existing config.yaml file with a single modification: the model name has been changed to "ResNet101".

Summary of Changes

Created a new file config-test.yaml for testing purposes.

Copied the contents of config.yaml to config-test.yaml.

Modified the model name in config-test.yaml from "ResNet50" to "ResNet101".

Step 4: ⌨️ Coding

File	Instructions	Progress
`config-test.yaml`	Create config-test.yaml with contents: * Copy the contents of `config.yaml` to `config-test.yaml`. • Change the model name from "ResNet50" to "ResNet101".	✅ Commit `d773bfa`

Step 5: 🔁 Code Review

Here are my self-reviews of my changes at sweep/create-config-test-file_11.

Here is the 1st review

The changes in the pull request are well done. The configuration file config-test.yaml is correctly set up for the model, training, data, and logging. There are no syntax errors or unimplemented sections.

However, please ensure that the parameters defined in this configuration file are correctly used in the rest of the code. For example, make sure the model name "ResNet101" is correctly imported or defined elsewhere in the code, and the dataset files "train_data.csv" and "test_data.csv" exist and are in the expected format.

Keep up the good work!

I finished incorporating these changes.

To recreate the pull request, or edit the issue title or description.
^{Join Our Discord}

sweep: Retry

	# Configuration file

	model:
	name: "ResNet50"
	num_classes: 10
	pretrained: true

	training:
	batch_size: 64
	learning_rate: 0.001
	epochs: 50

	data:
	train_dataset: "train_data.csv"
	test_dataset: "test_data.csv"
	shuffle: true

	logging:
	log_file: "log.txt"
	verbose: false

	<!DOCTYPE html>
	<html>
	<head>
	<title>Balloon Shop</title>
	<link rel="stylesheet" type="text/css" href="frontend.css">
	</head>
	<body>
	<h1>Welcome to the Balloon Shop!</h1>
	<img src="balloon.jpg" alt="Balloons">
	<form>
	<label for="quantity">Quantity:</label>
	<input type="number" id="quantity" name="quantity" min="1" max="10">
	<br>
	<label for="color">Color:</label>
	<select id="color" name="color">
	<option value="red">Red</option>
	<option value="blue">Blue</option>
	<option value="yellow">Yellow</option>
	</select>
	<br>
	<input type="submit" value="Order">
	</form>
	</body>

Sweep: Create new config file for testing!