"Shape mismatch" while running run_nar_train_adressa_local.sh
Heng-xiu opened this issue · comments
ERROR:tensorflow:ERROR: shape mismatch in assignment
Traceback (most recent call last):
File "/usr/lib/python3.7/runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "/usr/lib/python3.7/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/home/hengshiou/Documents/chameleon_recsys/nar_module/nar/nar_trainer_adressa.py", line 573, in <module>
tf.app.run()
File "/usr/lib/python3.7/site-packages/tensorflow/python/platform/app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/usr/lib/python3.7/site-packages/absl/app.py", line 299, in run
_run_main(main, args)
File "/usr/lib/python3.7/site-packages/absl/app.py", line 250, in _run_main
sys.exit(main(argv))
File "/home/hengshiou/Documents/chameleon_recsys/nar_module/nar/nar_trainer_adressa.py", line 497, in main
model.train(input_fn=lambda: prepare_dataset_iterator(training_files_chunk, session_features_config,
File "/usr/lib/python3.7/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 367, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "/usr/lib/python3.7/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1158, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "/usr/lib/python3.7/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1192, in _train_model_default
saving_listeners)
File "/usr/lib/python3.7/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1484, in _train_with_estimator_spec
_, loss = mon_sess.run([estimator_spec.train_op, estimator_spec.loss])
File "/usr/lib/python3.7/site-packages/tensorflow/python/training/monitored_session.py", line 754, in run
run_metadata=run_metadata)
File "/usr/lib/python3.7/site-packages/tensorflow/python/training/monitored_session.py", line 1252, in run
run_metadata=run_metadata)
File "/usr/lib/python3.7/site-packages/tensorflow/python/training/monitored_session.py", line 1353, in run
raise six.reraise(*original_exc_info)
File "/usr/lib/python3.7/site-packages/six.py", line 693, in reraise
raise value
File "/usr/lib/python3.7/site-packages/tensorflow/python/training/monitored_session.py", line 1338, in run
return self._sess.run(*args, **kwargs)
File "/usr/lib/python3.7/site-packages/tensorflow/python/training/monitored_session.py", line 1419, in run
run_metadata=run_metadata))
File "/home/hengshiou/Documents/chameleon_recsys/nar_module/nar/nar_model.py", line 1659, in after_run
self.clicked_items_state.update_items_coocurrences(batch_clicked_items)
File "/home/hengshiou/Documents/chameleon_recsys/nar_module/nar/nar_model.py", line 1371, in update_items_coocurrences
self.items_coocurrences[rows, cols] += 1
File "/usr/lib/python3.7/site-packages/scipy/sparse/_index.py", line 124, in __setitem__
raise ValueError("shape mismatch in assignment")
ValueError: shape mismatch in assignment
Hi there, would you mind clarifying the issue right here? "the shape mismatch in assignment." I follow the given instruction on the README
replace self.items_coocurrences[rows, cols] += 1
with following code.
for r,c in zip(rows, cols):
self.items_coocurrences[r, c] += 1
replace
self.items_coocurrences[rows, cols] += 1
with following code.for r,c in zip(rows, cols): self.items_coocurrences[r, c] += 1
good job, it works for me !
It works for me, too.