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authorTing Fu <ting.fu@intel.com>2020-06-18 17:15:35 +0800
committerGuo, Yejun <yejun.guo@intel.com>2020-06-25 08:41:50 +0800
commit13f5613e684f65e625cb287f85c3410f63efbf1c (patch)
tree0ee21fd3f50facd3995b2497655b618c990a4aa5 /tests/reference.pnm
parent130c6001443c4de21203cb1f62e378042f0d51f8 (diff)
dnn_backend_native_layer_mathunary: add atan support
It can be tested with the model generated with below python script: import tensorflow as tf import numpy as np import imageio in_img = imageio.imread('input.jpeg') in_img = in_img.astype(np.float32)/255.0 in_data = in_img[np.newaxis, :] x = tf.placeholder(tf.float32, shape=[1, None, None, 3], name='dnn_in') x1 = tf.atan(x) x2 = tf.divide(x1, 3.1416/4) # pi/4 y = tf.identity(x2, name='dnn_out') sess=tf.Session() sess.run(tf.global_variables_initializer()) graph_def = tf.graph_util.convert_variables_to_constants(sess, sess.graph_def, ['dnn_out']) tf.train.write_graph(graph_def, '.', 'image_process.pb', as_text=False) print("image_process.pb generated, please use \ path_to_ffmpeg/tools/python/convert.py to generate image_process.model\n") output = sess.run(y, feed_dict={x: in_data}) imageio.imsave("out.jpg", np.squeeze(output)) Signed-off-by: Ting Fu <ting.fu@intel.com> Signed-off-by: Guo Yejun <yejun.guo@intel.com>
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