5 UMLFiT Analysis

Today I look at the analysis of the the results of the UMLFiT paper.

2019-12-31

5 UMLFiT The "Chain Thaw"

The Fine-tune step is critically important in transfering knowledge to a specialized learned, boosted by Gradual Unfreezing.

2019-12-30

5 UMLFiT Getting Started

Fine tuning and adjustable learnign rates are key to success outlined in the UMLFiT paper.

2019-12-27

5 ULM-FiT Introduction

I get started on the ULMFiT paper, looking at the introduced ideas.

2019-12-26

Merry Christmas

May your Christmas be merry and bright. -John 1:9

2019-12-25

4 Finishing up Benchmarking

Finishing up the 90 page benchmarking results, nuanced results.

2019-12-24

4 Point to point BMs

In this section, we'll review the data transfers from one tile to another under diverse load conditions.

2019-12-21

4 Local Memory BMs

The latency and bandwidth are reviewed in ch 3.

2019-12-20

4 Experimental Setup

A quick look at the experimental setup used in the microbenchmarks.

2019-12-19

4 IPU BSP

The Bulk Synchronous Parallel Model is discussed.

2019-12-18