cifar10_data_analysis

Prerequisites

Needs Docker

Running

Run Logistic experiments make logisticTASK=0

Run Softmax experiments make logisticTASK=1

Run 1 layer neural network experiments (train)

• With GPU make run-train GPU=true CUDA_VISIBLE_DEVICES=0 CONFIG_FILE=./configs/nn-1l-config.json
• Without GPU make run-train CONFIG_FILE=./configs/nn-1l-config.json Run 1 layer neural network experiments (test)
• With GPU make run-test GPU=true CUDA_VISIBLE_DEVICES=0 CONFIG_FILE=./configs/nn-1l-config.json
• Without GPU make run-test CONFIG_FILE=./configs/nn-1l-config.json

Run 2 layer neural network experiments (train)

• With GPU make run-train GPU=true CUDA_VISIBLE_DEVICES=0 CONFIG_FILE=./configs/nn-2l-config.json
• Without GPU make run-train CONFIG_FILE=./configs/nn-2l-config.json Run 2 layer neural network experiments (test)
• With GPU make run-test GPU=true CUDA_VISIBLE_DEVICES=0 CONFIG_FILE=./configs/nn-2l-config.json
• Without GPU make run-test CONFIG_FILE=./configs/nn-2l-config.json

Authors

• Marcos Teixeira - (https://github.com/marcostx)
• Miguel Rodriguez - (https://github.com/so77id)

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments