更改优化程序会导致“在检查点中找不到".错误 [英] Changing Optimizer results in "Not found in checkpoint" errors

问题描述

我已经使用rmsprop优化器对MobilenetV1模型进行了某些步骤的训练.现在，我想将优化器从rmsprop切换到adam，然后从此处继续训练.但是，当它加载训练好的模型时，当我将优化器从rmsprop更改为adam时，出现以下错误.我正在使用TF-slim训练模型.

I've trained a MobilenetV1 model using rmsprop optimizer for certain number of steps. And now I would like to switch the optimizer from rmsprop to adam and resume the training from here on. But when it's loading the trained model I get the following errors when I change the optimizer from rmsprop to adam. I'm using TF-slim for training the model.

2017-11-08 12:02:55.104019: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_0/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:55.573251: W tensorflow/core/framework/op_kernel.cc:1192] Not
found: Key MobilenetV1/Conv2d_0/weights/Adam not found in checkpoint
2017-11-08 12:02:55.574865: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_0/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.043749: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.045234: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.046297: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.047492: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_0/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.048571: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_0/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.050291: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_0/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.050441: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.050613: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.052709: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.053678: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.054344: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.057392: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.058328: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.059245: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
beta2_power not found in checkpoint
2017-11-08 12:02:56.059316: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.060721: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.060725: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.060772: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.061939: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.063585: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.064453: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.064561: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.065362: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.065617: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.065991: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.066388: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.066636: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.071692: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_11_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.074423: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_10_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.074599: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.093603: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.101253: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.101527: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.102623: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.102796: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.104507: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.107026: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.107094: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.109413: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.110115: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.110336: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.112213: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.130614: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.130897: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.136210: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.142911: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.142979: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.143942: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.145029: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.151465: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.155150: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.158805: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.160840: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
beta1_power not found in checkpoint
2017-11-08 12:02:56.161308: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.161923: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_12_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.162912: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.164919: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.165276: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.166302: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.166327: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_13_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.168597: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.168642: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.170778: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.171603: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.171758: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.171917: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.172088: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.173677: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.176383: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.176482: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_1_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.176577: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.177585: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.180751: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.183693: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.186271: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.193268: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.193934: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.194045: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Logits/Conv2d_1c_1x1/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.195357: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.195555: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.197646: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.197862: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.197918: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.200354: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.201840: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.202547: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.205285: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.207759: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.210149: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_2_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.211509: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.211621: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.222947: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.223892: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.224229: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.228634: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.228725: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.232910: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.232946: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.233005: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.235281: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_3_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.237324: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.237430: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.240165: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.240403: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.242228: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.254885: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.255150: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.255345: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.255350: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.258022: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.258183: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.258294: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.259887: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.259985: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.261735: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_4_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.261787: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.263350: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.263924: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.266010: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.266205: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.266461: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Logits/Conv2d_1c_1x1/weights/Adam not found in checkpoint
2017-11-08 12:02:56.266500: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.266656: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.266831: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.272471: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.272585: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.272833: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.273087: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.276749: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.277123: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.277264: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.277311: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.277774: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_5_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.278007: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_pointwise/weights/Adam not found in checkpoint
2017-11-08 12:02:56.289477: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.289757: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.289982: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.290007: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.290150: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.292335: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.302872: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.302919: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_depthwise/depthwise_weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.306711: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_pointwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.309400: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.310578: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_6_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.310677: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.310927: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_depthwise/BatchNorm/gamma/Adam_1 not found in checkpoint
2017-11-08 12:02:56.311997: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_pointwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.312181: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Adam not found in checkpoint
2017-11-08 12:02:56.312690: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.313606: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Logits/Conv2d_1c_1x1/biases/Adam not found in checkpoint
2017-11-08 12:02:56.313868: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_7_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.314337: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_pointwise/weights/Adam_1 not found in checkpoint
2017-11-08 12:02:56.314373: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_depthwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.315263: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.317037: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_pointwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.317143: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Logits/Conv2d_1c_1x1/biases/Adam_1 not found in checkpoint
2017-11-08 12:02:56.317737: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_pointwise/BatchNorm/beta/Adam_1 not found in checkpoint
2017-11-08 12:02:56.317806: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_9_depthwise/BatchNorm/gamma/Adam not found in checkpoint
2017-11-08 12:02:56.317970: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
MobilenetV1/Conv2d_8_depthwise/BatchNorm/beta/Adam not found in checkpoint
2017-11-08 12:02:56.319557: W tensorflow/core/framework/op_kernel.cc:1192] Not found: Key
NotFoundError (see above for traceback): Key
MobilenetV1/Conv2d_0/weights/Adam_1 not found in checkpoint [[Node:
save/RestoreV2_10 = RestoreV2[dtypes=[DT_FLOAT],
_device="/job:localhost/replica:0/task:0/cpu:0"](_arg_save/Const_0_0, save/RestoreV2_10/tensor_names, save/RestoreV2_10/shape_and_slices)]]

有人可以帮我解决这个问题吗?预先感谢.

Could anyone please help me solve this issue? Thanks in advance.

推荐答案

此问题的原因是不同的优化器引入了不同的额外变量集，这些额外变量也保存在Checkpoint文件中.您可以通过明确指定要还原的变量(模型本身，不包括优化程序引入的变量)来解决此问题，如下所示:

The cause of this issue is different optimizer introduces different sets of extra variables, and these extra variables are also saved in the Checkpoint file. You can solve this issue by explicitly specifying the variables (model itself, not including optimizer-introduced ones) to restore, like the following way:

variables_to_restore_full = slim.get_variables_to_restore(include=["resnet_v2"])
variables_to_restore = []

for var in variables_to_restore_full:
    #if 'Momentum' in var.name:
    if 'Adam' in var.name:
       continue
    variables_to_restore.append(var)

self.restorer = tf.train.Saver(variables_to_restore)
self.restorer.restore(self.sess, '/PATH/TO/Checkpoint')

这篇关于更改优化程序会导致“在检查点中找不到".错误的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！