Skip to content
This repository has been archived by the owner on Jul 1, 2024. It is now read-only.

Commit

Permalink
Update CNN benchmark result (#97)
Browse files Browse the repository at this point in the history 
* update benchmark numbers

* update number

* update result
  • Loading branch information
@roywei @sandeep-krishnamurthy
roywei authored and sandeep-krishnamurthy committed Jun 15, 2018
1 parent 045969d commit dd72554
Showing 1 changed file with 10 additions and 10 deletions.
20 changes: 10 additions & 10 deletions benchmark/README.md
View file
Original file line number Diff line number Diff line change
Expand Up @@ -62,28 +62,28 @@ NOTE:

| Instance Type | GPUs | Batch Size | Keras-MXNet (img/sec) | Keras-TensorFlow (img/sec) |
|---|---|---|---|---|
| P3.8X Large | 1 | 32 | 165 | 50 |
| P3.8X Large | 4 | 128 | 538 | 162 |
| P3.16X Large | 8 | 256 | 728 | 212 |
| P3.8X Large | 1 | 32 | 202 | 52 |
| P3.8X Large | 4 | 128 | 536 | 162 |
| P3.16X Large | 8 | 256 | 681 | 209 |

#### ResNet50-Synthetic Data

| Instance Type | GPUs | Batch Size | Keras-MXNet (img/sec) | Keras-TensorFlow (img/sec) |
|---|---|---|---|---|
| C5.18X Large | 0 | 32 | 9 | 4 |
| P3.8X Large | 1 | 32 | 229 | 164 |
| P3.8X Large | 4 | 128 | 728 | 409 |
| P3.16X Large | 8 | 256 | 963 | 164 |
| C5.18X Large | 0 | 32 | 13 | 4 |
| P3.8X Large | 1 | 32 | 194 | 184 |
| P3.8X Large | 4 | 128 | 764 | 393 |
| P3.16X Large | 8 | 256 | 1068 | 261 |


#### ResNet50-CIFAR10

| Instance Type | GPUs | Batch Size | Keras-MXNet (img/sec) | Keras-TensorFlow (img/sec) |
|---|---|---|---|---|
| C5.18X Large | 0 | 32 | 87 | 59 |
| P3.8X Large | 1 | 32 | TBD | TBD |
| P3.8X Large | 4 | 128 | 1792 | 1020 |
| P3.16X Large | 8 | 256 | 1618 | 962 |
| P3.8X Large | 1 | 32 | 831 | 498 |
| P3.8X Large | 4 | 128 | 1783 | 1020 |
| P3.16X Large | 8 | 256 | 1680 | 435 |


You can see more benchmark experiments with different instance types, batch_size and other parameters in [detailed CNN
Expand Down

0 comments on commit dd72554

Please sign in to comment.