Draft: Model output autonaming [wontdo]
Now no need to explicitely name the model layers to be able to grab the output:
before
def get_outputs(self, normalized_inputs: dict) -> dict:
...
softmax_op = tf.keras.layers.Softmax(name=OUTPUT_SOFTMAX_NAME)
softmax = softmax_op(out_tconv4)
argmax_op = otbtf.layers.Argmax(name=OUTPUT_ARGMAX_NAME)
labels = argmax_op(softmax)
return {"tgt": softmax, "unused_output": labels}
And calling TensorflowModelServe with output.name
equal to OUTPUT_SOFTMAX_NAME
or OUTPUT_ARGMAX_NAME
after
def get_outputs(self, normalized_inputs: dict) -> dict:
...
softmax_op = tf.keras.layers.Softmax() # note: no name
softmax = softmax_op(out_tconv4)
argmax_op = otbtf.layers.Argmax() # note: no name
labels = argmax_op(softmax)
return {"tgt": softmax, "argmax": labels}
And calling TensorflowModelServe with output.name
equal to "tgt"
or "argmax"
Edited by Cresson Remi