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@ -132,7 +132,7 @@ class CosSimGradKernel : public framework::OpKernel<T> {
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// compute dy
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// compute dy
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if (out_grad_y) {
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if (out_grad_y) {
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out_grad_y->mutable_data<T>(context.GetPlace());
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out_grad_y->mutable_data<T>(context.GetPlace());
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auto dy = EigenMatrix<T>::Reshape(*out_grad_y, 1);
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auto dy = EigenVector<T>::Flatten(*out_grad_y);
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auto grad = x / norm_prod_bcast - z_bcast * y_bcast / y_snorm_bcast;
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auto grad = x / norm_prod_bcast - z_bcast * y_bcast / y_snorm_bcast;
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dy.device(place) = (dz_bcast * grad).sum(Eigen::array<int, 1>({{0}}));
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dy.device(place) = (dz_bcast * grad).sum(Eigen::array<int, 1>({{0}}));
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}
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}
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