hi i try to export tensorflow graph from python to c++
i receive the messege
Failed precondition: Attempting to use uninitialized value Variable
python code
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
xin = tf.placeholder(tf.float32, (None,) + xdim)
conv1W_a = tf.Variable(conv1Kernels.astype(np.float32))
conv1b_a = tf.Variable(conv1Bias.flatten().astype(np.float32))
conv1_in_a = conv(x, conv1W_a, conv1b_a, k_h, k_w, c_o, s_h, s_w,
padding="VALID", group=1)
#init = tf.initialize_variables(tf.all_variables(),
name='init_all_vars_op')
# sess.run(tf.global_variables_initializer())
tf.train.write_graph(sess.graph_def,
'./',
'mlp.pb', as_text=False)
============== *c++*
status = tensorFlowSession->Run(inputs, { "Reshape_9" }, {}, &outputs);
if (!status.ok()) {
std::cout << status.ToString() << "\n";
}
i get the name reshape_9 when i see the format of pb file as text
full message
Failed precondition: Attempting to use uninitialized value Variable_19
[[Node: Variable_19/read = Identity[T=DT_FLOAT,
_device="/job:localhost/replica:0/task:0/device:CPU:0"](Variable_19)]]
the filter is at size 96*11*11*3
the image is
227*227*3
all initialized
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