deepspeedai / deepspeedai/DeepSpeedExamples

unable to prodcude bing_bert with nvidia data

Open
#155 11 comments 0 reactions 1 assignee View on GitHub

@tjruwase is already working on this.

Since Feb 9, 2022.

Dominant language
Python
Stars
6.8k
Forks
1.1k
Avg merge
2d 16h
Merged PRs (30d)
1

Description

I used the default setting and run the code with 32 V100, the data was constructed from nvidia scripts.
I was able to reproduce nvidia's results on Squad (F1=90), but failed to reoroduce deepspeed results.

stage 1, maxlen 128 (epoch 0-16)
image
stage 2, maxlen 512 (epoch 17-20)
image

I evaluated the epoch20 checkpoint on BingBertSquad, and the results were unexpected low:
F1=21

Thank you .

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.