Opiniones sobre Aprendizaje automático con TensorFlow en Vertex AI

Either poorly written or steps are missing

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not enough time to complete lab

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A lot of deprecated libraries and I cannot progress the lab cause of some errors associated to /python3.5/site-packages/tensorflow_estimator/python/estimator/canned/linear.py library WARNING:tensorflow:From /home/student-00-07f5508e1001/tensorflow/flights/trainer/model.py:18: The name tf.train.match_filenames_once is deprecated. Please use tf.io.match_filenames_once instead. WARNING:tensorflow:From /home/student-00-07f5508e1001/tensorflow/flights/trainer/model.py:20: string_input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(string_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`. WARNING:tensorflow:From /home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_core/python/training/input.py:277: input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(input_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`. WARNING:tensorflow:From /home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_core/python/training/input.py:189: limit_epochs (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensors(tensor).repeat(num_epochs)`. WARNING:tensorflow:From /home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_core/python/training/input.py:112: RefVariable.count_up_to (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version. Instructions for updating: Prefer Dataset.range instead. WARNING:tensorflow:From /home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_core/python/ops/variables.py:2522: count_up_to (from tensorflow.python.ops.state_ops) is deprecated and will be removed in a future version. Instructions for updating: Prefer Dataset.range instead. WARNING:tensorflow:From /home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_core/python/training/input.py:198: QueueRunner.__init__ (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version. Instructions for updating: To construct input pipelines, use the `tf.data` module. WARNING:tensorflow:From /home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_core/python/training/input.py:198: add_queue_runner (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future ver sion. Instructions for updating: To construct input pipelines, use the `tf.data` module. WARNING:tensorflow:From /home/student-00-07f5508e1001/tensorflow/flights/trainer/model.py:22: TextLineReader.__init__ (from tensorflow.python.ops.io_ops) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.TextLineDataset`. WARNING:tensorflow:From /home/student-00-07f5508e1001/tensorflow/flights/trainer/model.py:26: The name tf.decode_csv is deprecated. Please use tf.io.decode_csv instead. Running this command: python task.py \ --traindata ~/data/flights/train.csv \ --output_dir ./trained_model \ --evaldata ~/data/flights/test.csv I get the following error: INFO:tensorflow:Calling model_fn. Traceback (most recent call last): File "task.py", line 40, in <module> model.run_experiment(traindata,evaldata,output_dir) File "/home/student-00-07f5508e1001/tensorflow/flights/trainer/model.py", line 90, in run_experiment tf.estimator.train_and_evaluate(estimator, train_spec, eval_spec) File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/training.py", line 473, in train_and_evaluate return executor.run() File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/training.py", line 613, in run return self.run_local() File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/training.py", line 714, in run_local saving_listeners=saving_listeners) File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 370, in train loss = self._train_model(input_fn, hooks, saving_listeners) File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1161, in _train_model return self._train_model_default(input_fn, hooks, saving_listeners) File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1191, in _train_model_default features, labels, ModeKeys.TRAIN, self.config) File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1149, in _call_model_fn model_fn_results = self._model_fn(features=features, **kwargs) File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/canned/linear.py", line 991, in _model_fn sparse_combiner=sparse_combiner) File "/home/student-00-07f5508e1001/venv/lib/python3.5/site-packages/tensorflow_estimator/python/estimator/canned/linear.py", line 721, in _linear_model_fn 'Given type: {}'.format(type(features))) ValueError: features should be a dictionary of `Tensor`s. Given type: <class 'NoneType'>

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