From 22cb3103d88e443e00ad37b099611941029e617a Mon Sep 17 00:00:00 2001 From: jh Date: Tue, 16 Mar 2021 16:43:03 -0700 Subject: [PATCH] more debugging --- models/Model_SAEHD/Model.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/models/Model_SAEHD/Model.py b/models/Model_SAEHD/Model.py index b47e339..2bfed55 100644 --- a/models/Model_SAEHD/Model.py +++ b/models/Model_SAEHD/Model.py @@ -498,6 +498,19 @@ Examples: df, liae, df-d, df-ud, liae-ud, ... print("Shape (gpu_pred_src_src_d): ", gpu_pred_src_src_d.shape) print("Shape (gpu_pred_src_src_d2): ", gpu_pred_src_src_d2.shape) + print("Flattened Shape (gpu_pred_src_src_d): ", gpu_pred_src_src_d.flatten().shape()) + + # def get_smooth_noisy_labels_like(label, tensor, smoothing=0.2, noise=0.05): + # new_labels = [] + # for label in labels: + # if np.random.random() < noise: + # label = 0 if label == 1 else 1 + # if label == 0: + # new_labels.append(np.random.uniform(0, 0+smoothing/2)) + # else: + # new_labels.append(np.random.uniform(1-smoothing/2, 1.0)) + # return new_labels + gpu_pred_src_src_d_ones = tf.ones_like (gpu_pred_src_src_d) gpu_pred_src_src_d_zeros = tf.zeros_like(gpu_pred_src_src_d)