MiniTorch Module 3

• Docs: https://minitorch.github.io/

• Overview: https://minitorch.github.io/module3.html

You will need to modify tensor_functions.py slightly in this assignment.

• Tests:

python run_tests.py

• Note:

Several of the tests for this assignment will only run if you are on a GPU machine and will not run on github's test infrastructure. Please follow the instructions to setup up a colab machine to run these tests.

This assignment requires the following files from the previous assignments. You can get these by running

python sync_previous_module.py previous-module-dir current-module-dir

The files that will be synced are:

    minitorch/tensor_data.py minitorch/tensor_functions.py minitorch/tensor_ops.py minitorch/operators.py minitorch/module.py minitorch/autodiff.py minitorch/module.py project/run_manual.py project/run_scalar.py project/run_tensor.py

Task 3.1: Parallel Check

• Parallel_Check

Task 3.4: Graph

Task 3.5: CPU and GPU Training Logs

• Split Dataset

• CPU

• 

• CPU_Logs

• GPU

• 

• GPU_Logs

• Simple Dataset

• CPU

• 

• CPU_Logs

• GPU

• 

• GPU_Logs

• XOR Dataset

• CPU

• 

• CPU_Logs

• GPU

• 

• GPU_Logs

• Diag Dataset

• CPU

• 

• CPU_Logs

• GPU

• 

• GPU_Logs

• Split Dataset Large Model (250)

• CPU

• 

• CPU_Logs

• GPU:

• 

• GPU_Logs