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我已经使用rmsprop优化器为一定数量的步骤训练了 MobilenetV1 模型。现在我想将优化器从 切换rmsprop到adam并从这里开始恢复训练。但是，当它加载经过训练的模型时，当我将优化器从 更改为 时，会出现以下rmsprop错误adam。我正在使用 TF-slim 来训练模型。

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)]]

谁能帮我解决这个问题？提前致谢。

4

1 回答 1

2

这个问题的原因是不同的优化器引入了不同的额外变量集，这些额外的变量也保存在 Checkpoint 文件中。您可以通过显式指定要恢复的变量（模型本身，不包括优化器引入的变量）来解决此问题，如下所示：

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')
于 2018-03-06T20:00:37.593 回答