Tensorflow CIFAR-10训练例子报错解决

大部分是Api版本问题：

AttributeError: 'module' object has no attribute 'SummaryWriter'

tf.train.SummaryWriter改为：tf.summary.FileWriter

AttributeError: 'module' object has no attribute 'summaries'

tf.merge_all_summaries()改为：summary_op = tf.summaries.merge_all()

tf.histogram_summary(var.op.name, var)
AttributeError: 'module' object has no attribute 'histogram_summary'

改为： tf.summaries.histogram()

tf.scalar_summary(l.op.name + ' (raw)', l)
AttributeError: 'module' object has no attribute 'scalar_summary'

tf.scalar_summary('images', images)改为：tf.summary.scalar('images', images)

tf.image_summary('images', images)改为：tf.summary.image('images', images)

ValueError: Only call `softmax_cross_entropy_with_logits` with named arguments (labels=..., logits=..., ...)

cifar10.loss(labels, logits) 改为：cifar10.loss(logits=logits, labels=labels)

cross_entropy = tf.nn.softmax_cross_entropy_with_logits(
logits, dense_labels, name='cross_entropy_per_example')

改为：

cross_entropy = tf.nn.softmax_cross_entropy_with_logits(
logits=logits, labels=dense_labels, name='cross_entropy_per_example')

TypeError: Using a `tf.Tensor` as a Python `bool` is not allowed. Use `if t is not None:` instead of `if t:` to test if a tensor is defined, and use TensorFlow ops such as tf.cond to execute subgraphs conditioned on the value of a tensor.

if grad: 改为 if grad is not None:

ValueError: Shapes (2, 128, 1) and () are incompatible

concated = tf.concat(1, [indices, sparse_labels])改为：

concated = tf.concat([indices, sparse_labels], 1)

Tensorflow CIFAR-10训练例子报错解决相关推荐

姿态估计1-02：HR-Net(人体姿态估算)-官方模型训练测试-报错解决
以下链接是个人关于HR-Net(人体姿态估算)所有见解,如有错误欢迎大家指出,我会第一时间纠正.有兴趣的朋友可以加微信:17575010159 相互讨论技术.若是帮助到了你什么,一定要记得点赞!因为这 ...
导入keras训练好的模型报错解决OSError: Unable to open file (unable to open file: name = ‘model_3.h5’）
导入keras训练好的模型报错解决) 开心撒花切入正题开心撒花第一次写博客,想分享记录一下自己写程序.跑程序过程中的问题和收获.哈哈哈哈开心. Markdown编辑器第一次用感觉很友好啊.喜 ...
已解决：导入keras(tf)训练好的模型报错解决OSError: Unable to open file (unable to open file: name = ‘model_3.h5’）
1.场景导入keras训练好的模型报错解决 OSError: Unable to open file (unable to open file: name = 'model_3.h5') 2.解决方 ...
报错解决：ResourceExhaustedError: OOM when allocating tensor with shape
报错解决:ResourceExhaustedError: OOM when allocating tensor with shape 早上在使用tensorflow时遇到如下报错: Traceback ...
Linux | Ubuntu 20.04安装ipopt和cppAD | 安装全流程+报错解决
文章目录参考资料 1. Ipopt安装 1. 方式1: 命令行安装 2. 方式2:源码安装 3. 方式3:源码安装 4. Ipopt测试 5. 报错修复 2. CppAD安装 1. 方式1:命令行安 ...
从零开始在ubuntu上安装和使用k8s集群及报错解决
文章目录安装docker 安装kubernetes 配置k8s集群配置虚拟机网络配置Master节点的k8s网络拉取k8s需要的镜像启动 kubeadm 和 kubelet 配置 node节 ...
Linux/ubuntu 安装 redis 4.0报错解决：redis-server.service: Can't open PID file /var/run/redis/redis-server.
此文首发于我的个人博客:Linux/ubuntu 安装 redis 4.0报错解决:redis-server.service: Can't open PID file /var/run/redis/r ...
Reids报错解决：Job for redis-server.service failed because the control process exited with error code.
此文首发于我的个人博客:Reids报错解决 Job for redis-server.service failed because the control process exited with er ...
报错解决：InvalidArgumentError: Received a label value of 101 which is outside the valid range of [0, 101
报错解决:InvalidArgumentError: Received a label value of 101 which is outside the valid range of [0, 101 ...

Tensorflow CIFAR-10训练例子报错解决

Tensorflow CIFAR-10训练例子报错解决相关推荐

最新文章

热门文章