We use TensorFlow in the efficient way. Tensorpack is:
- As fast as tensorflow/benchmarks in multi-GPU ResNet training
- 1.2x~5x faster than Keras & tflearn in common CNNs
- Able to reproduce "ImageNet in one hour" with 256 GPUs
- Able to train Cifar10 to 94% accuracy within a minute
- 5x faster than matterport/Mask_RCNN
- 2.8x faster than DCGAN-tensorflow
All above claims can be reproduced with the corresponding code.