Is it fixed for loading the trained weights for FPN model?

[iphyer]

Hi I have been trying to load my trained FPN weights and it shows this error,

       raise KeyError("%s is not a file in the archive" % key)
      KeyError: 'extractor/base/res2/a/conv3/bn/beta is not a file in the archive'

I noticed some issues posted before, e.g. Can not deserialize model, Fail to load_npz optimizer #895 but I have encountered the same issue, have we fixed the bug? Or I need to upgrade my software?

Thanks!

[iphyer]

The output from npz_keys.py is as follow,

python npz.py snapshot_iter_410000.npz ['updater/model:main/model/extractor/base/res4/b4/conv2/bn/avg_mean', 'updater/optimizer:main/model/bbox_head/conf/b/v', 'updater/optimizer:main/model/bbox_head/conf/b/t', 'updater/optimizer:main/model/extractor/base/res2/b2/conv3/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res3/a/residual_conv/bn/gamma/t', 'updater/iterator:main/order', 'updater/iterator:main/current_position', 'updater/optimizer:main/model/extractor/base/res4/a/conv3/conv/W/t', 'updater/optimizer:main/model/extractor/base/res3/b1/conv3/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res2/a/conv3/bn/beta/t', 'updater/model:main/model/extractor/base/res2/b1/conv3/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res3/b2/conv2/bn/beta/t', 'updater/model:main/model/extractor/base/res3/a/residual_conv/bn/avg_var', 'updater/model:main/model/extractor/base/res4/b3/conv1/bn/N', 'updater/optimizer:main/model/bbox_head/loc/b/v', 'updater/model:main/model/extractor/base/res2/a/conv3/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res2/b2/conv3/conv/W/t', 'updater/model:main/model/extractor/base/res2/a/conv3/bn/beta', 'updater/model:main/model/extractor/base/res3/a/conv2/bn/N', 'extension_triggers/_Snapshot_1/previous_iteration', 'updater/model:main/model/extractor/base/res2/b2/conv1/bn/gamma', 'updater/optimizer:main/model/extractor/base/res4/b1/conv1/conv/W/t', 'updater/optimizer:main/model/extractor/base/res4/b1/conv1/conv/W/v', 'updater/model:main/model/extractor/base/res2/b2/conv2/bn/avg_var', 'updater/model:main/model/extractor/base/res2/a/residual_conv/bn/N', 'updater/model:main/model/extractor/base/res4/a/conv2/bn/avg_mean', 'updater/model:main/model/extractor/base/res3/b3/conv2/bn/avg_var', 'updater/model:main/model/extractor/base/res3/b1/conv1/conv/W', 'updater/model:main/model/extractor/base/res5/b2/conv3/bn/avg_mean', 'updater/model:main/model/extractor/base/res3/a/conv3/bn/avg_mean', 'extension_triggers/LogReport/previous_iteration', 'updater/model:main/model/extractor/base/res5/a/conv1/bn/N', 'updater/optimizer:main/model/extractor/inner/2/b/t', 'updater/model:main/model/extractor/base/res2/b2/conv3/conv/W', 'updater/model:main/model/extractor/base/res3/b1/conv1/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res3/b2/conv2/bn/gamma/t', 'updater/optimizer:main/model/extractor/base/res4/a/residual_conv/conv/W/t', 'updater/optimizer:main/model/extractor/base/res5/b1/conv1/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res4/a/residual_conv/conv/W/v', 'updater/optimizer:main/model/extractor/base/res5/a/residual_conv/bn/gamma/t', 'updater/optimizer:main/model/extractor/inner/2/b/v', 'updater/model:main/model/extractor/base/res4/b1/conv2/conv/W', 'updater/model:main/model/extractor/base/res2/b1/conv1/bn/gamma', 'updater/model:main/model/extractor/base/res2/b1/conv3/bn/beta', 'updater/model:main/model/extractor/base/res4/b3/conv2/bn/gamma', 'updater/optimizer:main/model/extractor/base/res4/b2/conv2/bn/beta/t', 'updater/model:main/model/extractor/base/res3/a/conv1/conv/W', 'updater/model:main/model/extractor/base/res4/b3/conv3/bn/avg_mean', 'updater/model:main/model/extractor/base/res4/b4/conv1/bn/N', 'updater/model:main/model/extractor/base/res2/b1/conv1/bn/N', 'updater/model:main/model/extractor/base/res3/a/residual_conv/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res3/a/residual_conv/bn/beta/t', 'updater/model:main/model/extractor/base/conv1/bn/gamma', 'updater/model:main/model/extractor/base/res4/b5/conv2/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res5/a/conv1/bn/gamma/t', 'updater/model:main/model/extractor/base/res3/b1/conv3/bn/N', 'updater/model:main/model/extractor/base/res4/b4/conv2/conv/W', 'updater/model:main/model/extractor/base/res5/b2/conv2/bn/N', 'updater/iteration', 'updater/model:main/model/extractor/base/res5/b2/conv2/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res5/b2/conv2/bn/gamma/t', 'updater/model:main/model/extractor/base/res5/b1/conv1/bn/gamma', 'updater/model:main/model/extractor/base/res4/b5/conv1/bn/beta', 'updater/model:main/model/extractor/base/res2/a/conv2/conv/W', 'updater/optimizer:main/model/extractor/base/res2/b1/conv2/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res5/b2/conv3/bn/gamma/t', 'updater/model:main/model/extractor/base/res4/a/conv3/bn/avg_var', 'updater/model:main/model/extractor/base/res3/b2/conv2/bn/N', 'updater/optimizer:main/model/extractor/base/res4/b1/conv1/bn/gamma/t', 'updater/model:main/model/extractor/base/res2/b1/conv3/bn/gamma', 'updater/model:main/model/extractor/base/res3/b1/conv1/bn/N', 'updater/iterator:main/previous_epoch_detail', 'updater/model:main/model/extractor/base/res4/b2/conv3/bn/avg_var', 'updater/model:main/model/extractor/base/res2/b1/conv1/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res4/b5/conv3/bn/gamma/t', 'updater/model:main/model/extractor/base/res4/a/conv2/conv/W', 'updater/model:main/model/extractor/base/res3/b2/conv2/conv/W', 'updater/optimizer:main/model/extractor/base/res4/b5/conv2/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res3/b2/conv2/conv/W/t', 'updater/model:main/model/extractor/base/res5/b2/conv2/bn/beta', 'updater/optimizer:main/model/extractor/base/res3/b3/conv2/conv/W/t', 'updater/optimizer:main/model/extractor/base/res3/b3/conv2/conv/W/v', 'updater/optimizer:main/model/extractor/base/res2/a/conv3/conv/W/t', 'updater/model:main/model/extractor/base/res2/b1/conv1/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res5/b2/conv1/bn/beta/t', 'updater/model:main/model/extractor/base/res4/b4/conv2/bn/gamma', 'updater/model:main/model/extractor/base/res5/b2/conv1/bn/gamma', 'extension_triggers/_Snapshot/previous_iteration', 'updater/model:main/model/extractor/base/res4/a/conv1/bn/N', 'updater/optimizer:main/model/extractor/base/res4/b4/conv2/conv/W/v', 'updater/optimizer:main/model/extractor/base/res4/b4/conv2/conv/W/t', 'updater/model:main/model/extractor/base/res5/b1/conv1/conv/W', 'updater/model:main/model/extractor/base/res5/b1/conv2/bn/avg_mean', 'updater/model:main/model/extractor/base/res4/b1/conv3/bn/gamma', 'updater/optimizer:main/model/extractor/base/res4/b5/conv3/conv/W/v', 'updater/optimizer:main/model/extractor/base/res4/b5/conv3/conv/W/t', 'updater/iterator:main/is_new_epoch', 'updater/model:main/model/extractor/base/res2/a/residual_conv/conv/W', 'updater/model:main/model/extractor/base/res3/a/residual_conv/conv/W', 'updater/model:main/model/extractor/base/conv1/conv/W', 'updater/optimizer:main/model/extractor/base/res2/a/residual_conv/conv/W/t', 'updater/optimizer:main/model/extractor/base/res2/b2/conv2/bn/gamma/t', 'updater/model:main/model/extractor/base/res2/b2/conv3/bn/N', 'updater/optimizer:main/model/extractor/base/res4/a/conv3/conv/W/v', 'updater/model:main/model/extractor/base/res3/b1/conv2/bn/avg_var', 'updater/model:main/model/extractor/base/res3/a/conv3/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res5/b1/conv3/conv/W/v', 'updater/optimizer:main/model/extractor/base/res5/b1/conv3/conv/W/t', 'updater/optimizer:main/model/extractor/base/res4/b1/conv2/bn/beta/t', 'updater/model:main/model/extractor/base/res2/b1/conv2/conv/W', 'updater/model:main/model/extractor/base/conv1/conv/b', 'updater/model:main/model/extractor/base/res3/b2/conv1/bn/N', 'updater/optimizer:main/t', 'updater/optimizer:main/model/extractor/base/res5/a/residual_conv/bn/beta/t', 'updater/model:main/model/extractor/base/res2/a/conv1/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res4/b2/conv2/bn/gamma/t', 'updater/model:main/model/extractor/outer/3/W', 'updater/model:main/model/extractor/base/res4/a/residual_conv/bn/beta', 'updater/optimizer:main/model/extractor/base/res3/b3/conv2/bn/gamma/t', 'updater/model:main/model/extractor/base/res5/a/conv1/bn/avg_var', 'updater/model:main/model/extractor/base/conv1/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res4/b3/conv3/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res4/b4/conv2/bn/gamma/t', 'updater/model:main/model/extractor/outer/3/b', 'updater/model:main/model/extractor/base/res4/a/residual_conv/bn/gamma', 'updater/model:main/model/extractor/base/res3/b2/conv2/bn/avg_var', 'updater/model:main/model/extractor/base/res2/a/conv3/bn/gamma', 'updater/model:main/model/extractor/base/res3/b2/conv1/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res3/b2/conv1/conv/W/v', 'updater/model:main/model/extractor/base/res3/b3/conv2/bn/beta', 'updater/optimizer:main/model/extractor/outer/0/b/v', 'updater/optimizer:main/model/extractor/base/res3/b1/conv1/bn/gamma/t', 'updater/model:main/model/extractor/base/res5/b1/conv3/bn/avg_mean', 'updater/optimizer:main/model/extractor/outer/1/W/t', 'updater/model:main/model/extractor/base/res3/b3/conv3/bn/N', 'updater/model:main/model/extractor/base/res4/a/residual_conv/conv/W', 'updater/optimizer:main/model/extractor/base/res3/b3/conv1/bn/beta/t', 'updater/optimizer:main/model/bbox_head/conf/W/v', 'updater/optimizer:main/model/extractor/base/res4/b4/conv2/bn/beta/t', 'updater/optimizer:main/model/bbox_head/conf/W/t', 'updater/model:main/model/extractor/base/res5/b1/conv3/bn/beta', 'updater/model:main/model/extractor/base/res5/a/residual_conv/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res5/a/conv1/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res4/b4/conv1/bn/beta/t', 'updater/optimizer:main/model/extractor/base/res2/a/conv2/bn/gamma/t', 'updater/model:main/model/extractor/base/res4/b5/conv3/bn/beta', 'updater/model:main/model/extractor/base/res3/b2/conv3/bn/avg_mean', 'updater/model:main/model/extractor/base/res5/a/conv3/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res5/a/conv3/bn/gamma/t', 'updater/model:main/model/extractor/base/res2/a/conv1/bn/N', 'updater/optimizer:main/model/rpn/loc/b/v', 'updater/optimizer:main/model/rpn/loc/b/t', 'updater/model:main/model/extractor/base/res3/b2/conv1/conv/W', 'updater/optimizer:main/model/extractor/base/res4/b3/conv2/conv/W/v', 'updater/model:main/model/extractor/base/res2/b1/conv3/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res4/b5/conv1/bn/gamma/t', 'updater/model:main/model/extractor/base/res4/b2/conv1/bn/N', 'updater/model:main/model/extractor/base/res5/a/conv3/conv/W', 'updater/model:main/model/extractor/base/res2/b2/conv3/bn/gamma', 'updater/model:main/model/extractor/base/res4/a/conv3/bn/N', 'updater/model:main/model/extractor/outer/1/b', 'updater/model:main/model/extractor/base/res4/b2/conv2/conv/W', 'updater/model:main/model/extractor/outer/2/b', 'updater/model:main/model/extractor/base/res3/a/conv2/bn/beta', 'updater/model:main/model/extractor/base/res5/a/conv2/bn/beta', 'updater/model:main/model/extractor/base/res5/a/conv1/bn/avg_mean', 'updater/model:main/model/extractor/outer/1/W', 'updater/model:main/model/extractor/outer/2/W', 'updater/optimizer:main/model/extractor/base/res3/a/residual_conv/conv/W/t', 'updater/model:main/model/extractor/base/res4/b3/conv2/bn/beta', 'updater/optimizer:main/model/extractor/base/res3/a/residual_conv/conv/W/v', 'updater/optimizer:main/model/extractor/base/res4/a/residual_conv/bn/gamma/t', 'updater/model:main/model/extractor/base/res4/b1/conv2/bn/avg_mean', 'updater/model:main/model/extractor/base/res4/a/conv1/bn/avg_mean', 'updater/model:main/model/extractor/base/res4/b4/conv2/bn/beta', 'updater/model:main/model/extractor/base/res5/b2/conv2/bn/avg_var', 'updater/optimizer:main/model/extractor/base/res4/b2/conv1/conv/W/t', 'updater/optimizer:main/model/extractor/base/res4/b2/conv1/conv/W/v', 'updater/optimizer:main/model/extractor/base/res3/a/conv3/bn/gamma/t', 'updater/optimizer:main/model/extractor/base/res3/b1/conv2/bn/beta/t', 'extensions/LogReport/_summary/_names', 'updater/model:main/model/extractor/base/res4/a/conv1/bn/avg_var', 'updater/model:main/model/extractor/base/res2/b2/conv2/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res3/b3/conv3/conv/W/v', 'updater/optimizer:main/model/extractor/base/res3/b3/conv3/conv/W/t', 'updater/optimizer:main/model/extractor/inner/0/W/v', 'updater/model:main/model/extractor/base/res4/b4/conv3/bn/N', 'updater/optimizer:main/model/extractor/inner/0/W/t', 'updater/model:main/model/extractor/base/res2/a/conv2/bn/N', 'updater/model:main/model/extractor/base/res2/a/conv3/bn/avg_mean', 'updater/model:main/model/extractor/base/res3/b1/conv2/bn/avg_mean', 'updater/model:main/model/extractor/base/res5/a/conv1/bn/beta', 'updater/model:main/model/extractor/base/res3/b3/conv3/bn/avg_mean', 'updater/optimizer:main/model/extractor/base/res4/b2/conv1/bn/gamma/t', 'updater/model:main/model/extractor/base/res5/b2/conv3/conv/W', 'updater/model:main/model/extractor/base/res2/b2/conv2/bn/beta', 'updater/model:main/model/rpn/loc/W', 'updater/model:main/model/extractor/base/res4/b3/conv2/bn/N', 'extension_triggers/lr_schedule/previous_iteration', 'updater/optimizer:main/model/extractor/base/res5/a/conv3/conv/W/v', 'updater/optimizer:main/model/extractor/base/res5/a/conv3/conv/W/t', 'updater/model:main/model/extractor/base/res5/b1/conv2/bn/beta', 'updater/model:main/model/extractor/base/res3/b3/conv3/bn/beta', 'updater/model:main/model/extractor/base/res3/a/residual_conv/bn/N', 'updater/optimizer:main/model/extractor/base/res4/a/conv2/conv/W/v', 'updater/optimizer:main/model/extractor/base/res2/b1/conv1/conv/W/t', 'updater/optimizer:main/model/extractor/base/res4/b3/conv2/bn/gamma/t', 'updater/optimizer:main/model/extractor/base/res5/b1/conv2/conv/W/t', 'updater/optimizer:main/model/extractor/base/res5/b1/conv2/conv/W/v', 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'updater/optimizer:main/model/extractor/base/res3/b2/conv3/conv/W/t', 'updater/optimizer:main/model/extractor/base/res3/b2/conv3/conv/W/v', 'updater/model:main/model/extractor/base/res4/a/conv2/bn/gamma', 'updater/optimizer:main/model/extractor/base/res4/b3/conv3/conv/W/t', 'updater/optimizer:main/model/extractor/base/res4/b3/conv3/conv/W/v', 'updater/model:main/model/extractor/base/res4/b3/conv1/bn/avg_mean', 'updater/model:main/model/extractor/base/conv1/bn/beta', 'updater/optimizer:main/model/extractor/base/res3/a/conv2/bn/gamma/t', 'updater/optimizer:main/model/extractor/outer/1/b/v', 'updater/optimizer:main/model/extractor/outer/1/b/t', 'updater/optimizer:main/model/extractor/base/res4/b1/conv3/bn/beta/t', 'updater/model:main/model/extractor/base/res4/a/conv2/bn/avg_var', 'updater/optimizer:main/model/extractor/base/conv1/conv/W/t', 'updater/model:main/model/extractor/base/res3/b1/conv2/bn/N', 'updater/model:main/model/extractor/base/res2/b2/conv2/bn/gamma', 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[Hakuyume]

Please try model_*.npz instead of snapshot_*.npz. snapshots contain additional information for resuming and their structure is different from that of models.