Check failed: data_

Author: AlexTS1980Created May 8, 2018Updated Sep 25, 2021

This error started happening without any obvious input on my part. I ran cmake/make pycaffe for Faster RCNN, but it keeps popping up. This happens before I load any actual data, just the weights being loaded:

I0508 19:56:09.329857  1299 net.cpp:816] Ignoring source layer data
I0508 19:56:09.402164  1299 net.cpp:816] Ignoring source layer drop6
I0508 19:56:09.412547  1299 net.cpp:816] Ignoring source layer drop7
I0508 19:56:09.412569  1299 net.cpp:816] Ignoring source layer fc7_drop7_0_split
I0508 19:56:09.412850  1299 net.cpp:816] Ignoring source layer loss_cls
I0508 19:56:09.412860  1299 net.cpp:816] Ignoring source layer loss_bbox
I0508 19:56:09.414410  1299 net.cpp:816] Ignoring source layer silence_rpn_cls_score
I0508 19:56:09.414427  1299 net.cpp:816] Ignoring source layer silence_rpn_bbox_pred
F0508 19:56:09.455770  1299 blob.cpp:113] Check failed: data_ 

The config file has the following data input:

input: "data"
input_shape {
  dim: 1
  dim: 3
  dim: 224
  dim: 224
}

input: "im_info"
input_shape {
  dim: 1
  dim: 3
}

and I didn't have any problems to begin with. Source code for blob.cpp days it has something to do with mutable_cpu_data, but I'm not sure how to interpret this.

Source: rbgirshick/py-faster-rcnn