Maximum feasible batch size on TITAN X (Pascal, 12GB global memory)
|
cifar10 ( 3 x 32 x 32 ) |
flowers (3 x 224 x 224) |
| Fluid |
966 |
19 |
| TensorFlow |
1618 |
33 |
- CMAKE_BUILD_TYPE:STRING=Release
- CUDNN: v6
Compared to TensorFLow, the VGG16 model in Fluid can only run with much smaller batch size right now.