# Colab Pro job running slow

**URL:** https://community.drivendata.org/t/colab-pro-job-running-slow/6980
**Category:** On Cloud N
**Created:** [December 31, 2021, 1:49am UTC](https://community.drivendata.org/t/colab-pro-job-running-slow/6980 "2021-12-31T01:49:28Z")
**Posts on this page:** 5
**Page:** 1

<div class="post-metadata">

### Author: ![ajijohn](https://avatars.discourse-cdn.com/v4/letter/a/5f9b8f/32.png) [@ajijohn](https://community.drivendata.org/u/ajijohn)
#### Post date: [December 31, 2021, 1:49am UTC](https://community.drivendata.org/t/colab-pro-job-running-slow/6980/1 "2021-12-31T01:49:28Z")

</div>

hey folks,

can anyone suggest hyperparameters to make the run job faster on Google colabpro ? For me, each epoch is taking 6-8 hours. This is running the sample code with 4 bands given by the organizers.

---

<div class="post-metadata">

### Author: ![kwetstone](https://avatars.discourse-cdn.com/v4/letter/k/ee7513/32.png) [@kwetstone](https://community.drivendata.org/u/kwetstone)
#### Post date: [December 31, 2021, 6:56pm UTC](https://community.drivendata.org/t/colab-pro-job-running-slow/6980/2 "2021-12-31T18:56:41Z")

</div>

@ajijohn one recommendation is to use GPU rather than CPU. Another participant posted a few helpful pointers for code modification: [IMPORTANT: How to speed up Inference & Queue time](https://community.drivendata.org/t/important-how-to-speed-up-inference-queue-time/6986)

I believe you’ll also have to make sure the google colab runtime allows GPU when you start it.

---

<div class="post-metadata">

### Author: ![ajijohn](https://avatars.discourse-cdn.com/v4/letter/a/5f9b8f/32.png) [@ajijohn](https://community.drivendata.org/u/ajijohn)
#### Post date: [January 4, 2022, 11:01pm UTC](https://community.drivendata.org/t/colab-pro-job-running-slow/6980/3 "2022-01-04T23:01:05Z")

</div>

Thx @kwetstone for pointers, still sorting through Colab.

---

<div class="post-metadata">

### Author: ![kwetstone](https://avatars.discourse-cdn.com/v4/letter/k/ee7513/32.png) [@kwetstone](https://community.drivendata.org/u/kwetstone)
#### Post date: [January 5, 2022, 3:04pm UTC](https://community.drivendata.org/t/colab-pro-job-running-slow/6980/4 "2022-01-05T15:04:00Z")

</div>

@ajijohn not sure if the issue is getting GPU set up, but if so this has a few tips: [Google Colab - Using Free GPU](https://www.tutorialspoint.com/google_colab/google_colab_using_free_gpu.htm)

---

<div class="post-metadata">

### Author: ![ajijohn](https://avatars.discourse-cdn.com/v4/letter/a/5f9b8f/32.png) [@ajijohn](https://community.drivendata.org/u/ajijohn)
#### Post date: [January 6, 2022, 7:48pm UTC](https://community.drivendata.org/t/colab-pro-job-running-slow/6980/5 "2022-01-06T19:48:39Z")

</div>

@kwetstone thx for the link, the issue was with files on Google drive. If I run the training with files on my personal Google drive folder, things are slow vs if I download the files in the active session.
