xidulu commented on issue #16705: Dropout inconsistency bug URL: https://github.com/apache/incubator-mxnet/issues/16705#issuecomment-549630402 Clearly, dropout in inference mode affects the random state: ``` >>> mx.random.seed(123) >>> mx.nd.Dropout(x, cudnn_off=True) [[1. 1. 1.] [1. 1. 1.] [1. 1. 1.]] <NDArray 3x3 @gpu(0)> >>> mx.random.uniform(shape=(2,2),ctx=mx.gpu(0)) [[0.6512425 0.11220306] [0.86499107 0.68052745]] <NDArray 2x2 @gpu(0)> >>> mx.random.seed(123) >>> mx.random.uniform(shape=(2,2),ctx=mx.gpu(0)) [[0.9423294 0.68506277] [0.19981462 0.60299706]] <NDArray 2x2 @gpu(0)> ```
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