Project 2: Saket Karve

[karvesaket]

• Repo Link

• Features Completed:

  • Stream Compaction
    • Scan : CPU, Naive, Work Efficient, Thrust
    • Stream Compaction : CPU with scan, CPU without scan, Work Efficient (GPU)
    • [EXTRA CREDIT] Scan optimization (work-efficient) : Made it better performing than CPU by reducing the number of threads spawned.
  • Character Recognition:
    • Single Hidden Layer Multi Layer Perceptron
    • Forward Propagation
    • Backward Propagation
    • Trained and Tested with XOR function with 100% accuracy
    • Trained and tested for character recognition with 100% accuracy
    • [EXTRA CREDIT] Easily configurable hidden layer