Quantifying the Carbon Emissions of Machine Learning
Paper • 1910.09700 • Published • 62
Model Card for Model ID
Model Details
Model Description
This is the model card of a 🤗 transformers model that has been pushed on the Hub.
- Developed by: T S
- Model type: ResNet18
- Language(s) (NLP): Python
- License: [More Information Needed]
- Finetuned from model: microsoft/resnet-18
Model Sources [optional]
- Repository: (https://huggingface.co/microsoft/resnet-18)
Uses
Direct Use
Can be used to classify images from the dataset CIFAR-10.
Out-of-Scope Use
Will not work on images not from the CIFAR-10 database.
Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed] -->
Training Details
Training Data
Model has been trained on CIFAR-10.
Training Procedure
Training Hyperparameters
- Training regime: fp32
Evaluation
Testing Data, Factors & Metrics
Testing Data
[More Information Needed]
Factors
[More Information Needed]
Metrics
[More Information Needed]
Results
[More Information Needed]
Summary
Model Examination [optional]
[More Information Needed]
Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
- Hardware Type: [More Information Needed]
- Hours used: [More Information Needed]
- Cloud Provider: [More Information Needed]
- Compute Region: [More Information Needed]
- Carbon Emitted: [More Information Needed]
Technical Specifications [optional]
Model Architecture and Objective
[More Information Needed]
Compute Infrastructure
[More Information Needed]
Hardware
[More Information Needed]
Software
[More Information Needed]
Citation [optional]
BibTeX:
[More Information Needed]
APA:
[More Information Needed]
Glossary [optional]
[More Information Needed]
More Information [optional]
[More Information Needed]
Model Card Authors [optional]
[More Information Needed]
Model Card Contact
[More Information Needed]
- Downloads last month
- 1,840