tensorflow: Crash on retraining flowers
I am following the tutorial How to Retrain Inception’s Final Layer for New Categories but am getting this error:
...
3600 bottleneck files created.
Traceback (most recent call last):
File "/Users/rick/tensorflow/bazel-bin/tensorflow/examples/image_retraining/retrain.runfiles/tensorflow/examples/image_retraining/retrain.py", line 829, in <module>
tf.app.run()
File "/Users/rick/tensorflow/bazel-bin/tensorflow/examples/image_retraining/retrain.runfiles/tensorflow/python/platform/default/_app.py", line 30, in run
sys.exit(main(sys.argv))
File "/Users/rick/tensorflow/bazel-bin/tensorflow/examples/image_retraining/retrain.runfiles/tensorflow/examples/image_retraining/retrain.py", line 785, in main
ground_truth_tensor: train_ground_truth})
File "/Users/rick/tensorflow/bazel-bin/tensorflow/examples/image_retraining/retrain.runfiles/tensorflow/python/client/session.py", line 332, in run
result = self._run(None, fetches, feed_dict, options_ptr, run_outputs_ptr)
File "/Users/rick/tensorflow/bazel-bin/tensorflow/examples/image_retraining/retrain.runfiles/tensorflow/python/client/session.py", line 530, in _run
% (np_val.shape, subfeed_t.name, str(subfeed_t.get_shape())))
ValueError: Cannot feed value of shape (100, 2048) for Tensor u'pool_3/_reshape:0', which has shape '(1, 2048)'
Environment info
Operating System: OSX 10.11.1 El Capitan
I’ve installed from source from this commit ad1d98011ebc
. I ran ./configure
with the default answers and followed these build instructions
Steps to reproduce
cd ~
curl -O http://download.tensorflow.org/example_images/flower_photos.tgz
tar xzf flower_photos.tgz
bazel build -c opt --copt=-mavx tensorflow/examples/image_retraining:retrain
# Crashes with error above
bazel-bin/tensorflow/examples/image_retraining/retrain --image_dir ~/flower_photos
What have you tried?
- I’ve tried deleting
/tmp/bottleneck
and re-running, but I got the same error.
About this issue
- Original URL
- State: closed
- Created 8 years ago
- Comments: 16 (10 by maintainers)
Commits related to this issue
- Fix for shape error in retraining, addresses bug #1582. Change: 118299015 — committed to vrv/tensorflow by petewarden 8 years ago
- Merge pull request #1582 from MatthiasWinkelmann/patch-1 Fix broken link to mscoco.org — committed to tarasglek/tensorflow by nealwu 7 years ago
- Merge pull request #1582 from ROCmSoftwarePlatform/develop-upstream-sync-220221 Develop upstream sync 220221 — committed to fsx950223/tensorflow by weihanmines 2 years ago
We have just got a fix completed and approved, I should be able to check it in this evening. Apologies for the breakage!