| resnet152 | resnet152 | resnet152 | |
|---|---|---|---|
| global batch_size | 128 | 128 | 128 |
| local batch_size x num_gpus | 64x2 | 32x4 | 16x8 |
| performance (imgs/sec) | OOM | 73.62 | 112.23 |
| ratio | - | 1 | 1.524449878 |
| vgg16 | vgg16 | vgg16 | |
|---|---|---|---|
| global batch_size | 128 | 128 | 128 |
| local batch_size x num_gpus | 64x2 | 32x4 | 16x8 |
| performance (imgs/sec) | 74.72 | 132.34 | 181.97 |
| ratio | 1 | 1.7711 | 2.4353 |
| vgg16 | vgg16 | vgg16 | vgg16 | |
|---|---|---|---|---|
| global batch_size | 64 | 128 | 256 | 512 |
| local batch_size x num_gpus | 64x1 | 64x2 | 64x4 | 64x8 |
| performance (imgs/sec) | 38.79 | 74.94 | 144.52 | 250.44 |
| ratio | 1 | 1.9319 | 3.7257 | 6.4563 |
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