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Tejal Padharia's Projects

deepgradientcompression icon deepgradientcompression

It is implementation of Research paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING". Deep gradient compression is a technique by which the gradients are compressed before they are being sent. This approach greatly reduces the communication bandwidth and thus improves multi node training.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

terngrad icon terngrad

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

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