From f9eef460666ece766e9f3786287fc242411cb0c0 Mon Sep 17 00:00:00 2001 From: KexinFeng Date: Sun, 2 Jul 2023 11:26:52 -0700 Subject: [PATCH] fix --- utils/DataPoints.java | 2 +- utils/Training.java | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/utils/DataPoints.java b/utils/DataPoints.java index 1db60668..6c9dfa5e 100644 --- a/utils/DataPoints.java +++ b/utils/DataPoints.java @@ -24,7 +24,7 @@ public NDArray getY() { // Generate y = X w + b + noise public static DataPoints syntheticData(NDManager manager, NDArray w, float b, int numExamples) { NDArray X = manager.randomNormal(new Shape(numExamples, w.size())); - NDArray y = X.dot(w).add(b); + NDArray y = X.matMul(w).add(b); // Add noise y = y.add(manager.randomNormal(0, 0.01f, y.getShape(), DataType.FLOAT32)); return new DataPoints(X, y); diff --git a/utils/Training.java b/utils/Training.java index e1e46508..20fa4f77 100644 --- a/utils/Training.java +++ b/utils/Training.java @@ -17,7 +17,7 @@ class Training { public static NDArray linreg(NDArray X, NDArray w, NDArray b) { - return X.dot(w).add(b); + return X.matMul(w).add(b); } public static NDArray squaredLoss(NDArray yHat, NDArray y) {