BladeDISC is a deep learning compiler independently developed and open sourced by Alibaba Group, which aims to provide users with general, transparent, and easy-to-use deep learning performance optimization capabilities. BladeDISC supports mainstream machine learning frameworks, such as TensorFlow, PyTorch, and mainstream hardware, such as GPGPU, CPU, etc. At the architectural level, BladeDISC fundamentally solves the optimization problem of Tensor with dynamic size in the field of deep learning, which greatly improves the performance of deep learning models and reduces the difficulty of deployment. At the same time, BladeDISC also provides a variety of flexible deployment solutions, including plug-in mode integration into Pytorch and TensorF… |
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