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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/05/10 18:27:30 UTC
[GitHub] piiswrong commented on a change in pull request #10876: Update
performance page.
piiswrong commented on a change in pull request #10876: Update performance page.
URL: https://github.com/apache/incubator-mxnet/pull/10876#discussion_r187417351
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File path: docs/faq/perf.md
##########
@@ -117,37 +117,46 @@ and [MXNet-1.2.0.rc1](https://github.com/apache/incubator-mxnet/releases/downlo
- K80 (single GPU)
-| Batch | Alexnet | VGG | Inception-BN | Inception-v3 | Resnet 50 | Resnet 152 |
+| Batch | Alexnet | VGG 16 | Inception-BN | Inception-v3 | Resnet 50 | Resnet 152 |
|-------|---------|--------|--------------|--------------|-----------|------------|
| 1 | 243.93 | 43.59 | 68.62 | 35.52 | 67.41 | 23.65 |
| 2 | 338.16 | 49.14 | 113.41 | 56.29 | 93.35 | 33.88 |
| 4 | 478.92 | 53.44 | 159.61 | 74.43 | 119.18 | 45.23 |
| 8 | 683.52 | 70.50 | 190.49 | 86.23 | 131.32 | 50.54 |
| 16 | 1004.66 | 109.01 | 254.20 | 105.70 | 155.40 | 62.55 |
| 32 | 1238.55 | 114.98 | 285.49 | 116.79 | 159.42 | 64.99 |
+| 64 | 1346.72 | 123.56 | 308.73 | 122.21 | 167.58 | 70.21 |
+| 128 | 1416.91 | OOM | 320.98 | 123.11 | 171.55 | 71.85 |
+| 256 | 1462.97 | OOM | 329.16 | 127.53 | 153.01 | 57.23 |
- M60
-| Batch | Alexnet | VGG | Inception-BN | Inception-v3 | Resnet 50 | Resnet 152 |
+| Batch | Alexnet | VGG 16 | Inception-BN | Inception-v3 | Resnet 50 | Resnet 152 |
|-------|---------|--------|--------------|--------------|-----------|------------|
| 1 | 243.49 | 59.95 | 101.97 | 48.30 | 95.46 | 39.29 |
| 2 | 491.04 | 69.14 | 170.35 | 80.27 | 142.61 | 60.17 |
| 4 | 711.54 | 78.94 | 257.89 | 123.09 | 182.36 | 76.51 |
| 8 | 1077.73 | 109.34 | 343.42 | 152.82 | 208.74 | 87.27 |
| 16 | 1447.21 | 144.93 | 390.25 | 166.32 | 220.73 | 92.41 |
| 32 | 1797.66 | 151.86 | 416.69 | 176.56 | 230.19 | 97.03 |
+| 64 | 1779.38 | 150.18 | 427.51 | 183.47 | 239.12 | 101.59 |
+| 128 | 1787.36 | OOM | 439.04 | 185.29 | 243.31 | 103.39 |
+| 256 | 1899.10 | OOM | 450.22 | 183.42 | 242.36 | 100.98 |
- V100
-| Batch | Alexnet | VGG | Inception-BN | Inception-v3 | Resnet 50 | Resnet 152 |
+| Batch | Alexnet | VGG 16 | Inception-BN | Inception-v3 | Resnet 50 | Resnet 152 |
|-------|---------|--------|--------------|--------------|-----------|------------|
-| 1 | 659.51 | 205.16 | 136.91 | 76.54 | 162.15 | 61.38 |
-| 2 | 1248.21 | 265.40 | 261.85 | 144.23 | 293.74 | 116.30 |
-| 4 | 2122.41 | 333.97 | 477.22 | 270.03 | 479.14 | 195.17 |
-| 8 | 3894.30 | 420.26 | 831.09 | 450.68 | 699.39 | 294.19 |
-| 16 | 5815.58 | 654.16 | 1332.26 | 658.97 | 947.45 | 398.79 |
-| 32 | 7906.09 | 708.43 | 1784.23 | 817.33 | 1076.81 | 451.82 |
+| 1 | 659.51 | 205.16 | 157.37 | 87.71 | 162.15 | 61.38 |
Review comment:
Are you sure this would render correctly? Do you need to align the columns?
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