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jh 2021-03-16 17:17:38 -07:00
commit cca2d86c3f
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models/Model_SAEHD/Model.py
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@ -495,8 +495,10 @@ Examples: df, liae, df-d, df-ud, liae-ud, ...
gpu_pred_src_src_d, \ gpu_pred_src_src_d, \
gpu_pred_src_src_d2 = self.D_src(gpu_pred_src_src_masked_opt) gpu_pred_src_src_d2 = self.D_src(gpu_pred_src_src_masked_opt)
print("Shape (gpu_pred_src_src_d): ", gpu_pred_src_src_d.shape) print("gpu_pred_src_src_d.shape: ", gpu_pred_src_src_d.shape)
print("Shape (gpu_pred_src_src_d2): ", gpu_pred_src_src_d2.shape) print("gpu_pred_src_src_d2.shape: ", gpu_pred_src_src_d2.shape)
print("gpu_pred_src_src_d.reshape([-1]).shape: ", gpu_pred_src_src_d.reshape([-1]).shape)
def get_smooth_noisy_label(label, smoothing=0.2, noise=0.05): def get_smooth_noisy_label(label, smoothing=0.2, noise=0.05):
@ -507,7 +509,7 @@ Examples: df, liae, df-d, df-ud, liae-ud, ...
else: else:
return lambda x: np.random.uniform(1-smoothing/2, 1.0) return lambda x: np.random.uniform(1-smoothing/2, 1.0)
gpu_pred_src_src_d_ones = tf.map_fn (get_smooth_noisy_label(1, smoothing=0.2, noise=0.05), gpu_pred_src_src_d) gpu_pred_src_src_d_ones = tf.map_fn (get_smooth_noisy_label(1, smoothing=0.2, noise=0.05), gpu_pred_src_src_d.reshape([-1])).reshape(gpu_pred_src_src_d.shape)
gpu_pred_src_src_d_zeros = tf.map_fn (get_smooth_noisy_label(0, smoothing=0.2, noise=0.05), gpu_pred_src_src_d) gpu_pred_src_src_d_zeros = tf.map_fn (get_smooth_noisy_label(0, smoothing=0.2, noise=0.05), gpu_pred_src_src_d)
print("Shape (gpu_pred_src_src_d_ones): ", gpu_pred_src_src_d.shape) print("Shape (gpu_pred_src_src_d_ones): ", gpu_pred_src_src_d.shape)