這次實(shí)戰(zhàn)是利用slim框架里面的代碼,想利用inception_resnet_v2的預(yù)訓(xùn)練網(wǎng)絡(luò)去訓(xùn)練自己的數(shù)據(jù)集進(jìn)行分類。但是出現(xiàn)了
InvalidArgumentError (see above for traceback): Assign requires shapes of both tensors to match. lhs shape= [764] rhs shape= [1001]
[[Node: save/Assign_8 = Assign[T=DT_FLOAT, _class=["loc:@InceptionResnetV2/AuxLogits/Logits/biases"], use_locking=true, validate_shape=true, _device="/job:localhost/replica:0/task:0/device:CPU:0"](InceptionResnetV2/AuxLogits/Logits/biases, save/RestoreV2_8)]]
這種問題大概就是說我把1001element放入到element只有764里面導(dǎo)致報錯
自己通過搜索,發(fā)現(xiàn)也有人遇到相似問題,刪掉之前訓(xùn)練過的checkpoint數(shù)據(jù)就可以??墒俏沂窃趖inymind計算(相當(dāng)于云計算)的,應(yīng)該不存在有先前訓(xùn)練過留下的數(shù)據(jù)。
自己嘗試了改了下slim框架代碼也沒成功(可能沒改對)。
// 請把代碼文本粘貼到下方(請勿用圖片代替代碼)
Caused by op 'save/Assign_8', defined at:
File "./train_image_classifier.py", line 581, in
tf.app.run()
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 124, in run
_sys.exit(main(argv))
File "./train_image_classifier.py", line 571, in main
init_fn=_get_init_fn(),
File "./train_image_classifier.py", line 369, in _get_init_fn
ignore_missing_vars=FLAGS.ignore_missing_vars)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/contrib/framework/python/ops/variables.py", line 688, in assign_from_checkpoint_fn
saver = tf_saver.Saver(var_list, reshape=reshape_variables)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1239, in __init__
self.build()
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1248, in build
self._build(self._filename, build_save=True, build_restore=True)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1284, in _build
build_save=build_save, build_restore=build_restore)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 765, in _build_internal
restore_sequentially, reshape)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 440, in _AddRestoreOps
assign_ops.append(saveable.restore(tensors, shapes))
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 160, in restore
self.op.get_shape().is_fully_defined())
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/ops/state_ops.py", line 276, in assign
validate_shape=validate_shape)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/ops/gen_state_ops.py", line 59, in assign
use_locking=use_locking, name=name)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3160, in create_op
op_def=op_def)
File "/opt/conda/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1625, in __init__
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access
有沒有大神遇到過這種情況(不是舊checkpoint數(shù)據(jù)導(dǎo)致的),小弟在此謝謝了。
slim框架
https://github.com/tensorflow...
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