| @@ -79,6 +79,7 @@ here basic modules mainly include basic operation like: **3×3 conv** and **2× | |||||
| ## Mixed Precision | ## Mixed Precision | ||||
| The [mixed precision](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/mixed_precision.html) training method accelerates the deep learning neural network training process by using both the single-precision and half-precision data formats, and maintains the network precision achieved by the single-precision training at the same time. Mixed precision training can accelerate the computation process, reduce memory usage, and enable a larger model or batch size to be trained on specific hardware. | The [mixed precision](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/mixed_precision.html) training method accelerates the deep learning neural network training process by using both the single-precision and half-precision data formats, and maintains the network precision achieved by the single-precision training at the same time. Mixed precision training can accelerate the computation process, reduce memory usage, and enable a larger model or batch size to be trained on specific hardware. | ||||
| For FP16 operators, if the input data type is FP32, the backend of MindSpore will automatically handle it with reduced precision. Users could check the reduced-precision operators by enabling INFO log and then searching ‘reduce precision’. | For FP16 operators, if the input data type is FP32, the backend of MindSpore will automatically handle it with reduced precision. Users could check the reduced-precision operators by enabling INFO log and then searching ‘reduce precision’. | ||||
| @@ -370,4 +371,4 @@ after allreduce eval: top5_correct=45582, tot=50000, acc=91.16% | |||||
| In dataset.py, we set the seed inside “create_dataset" function. We also use random seed in train.py. | In dataset.py, we set the seed inside “create_dataset" function. We also use random seed in train.py. | ||||
| # [ModelZoo Homepage](#contents) | # [ModelZoo Homepage](#contents) | ||||
| Please check the official [homepage](https://gitee.com/mindspore/mindspore/tree/master/model_zoo). | |||||
| Please check the official [homepage](https://gitee.com/mindspore/mindspore/tree/master/model_zoo). | |||||