Tensorflow服务于aws新p3实例的CUDA 9编译
Tensorflow服务于aws新p3实例的CUDA 9编译
提问于 2017-10-28 17:49:01
我能够从Amazon的修改源重新编译Tensorflow (以新的方式提供他们的新的深入学习AMI)。
我现在正在尝试编译使用Tensorflow“叉”服务的tf，但是我得到了这个错误：
ERROR: /root/.cache/bazel/_bazel_root/98acb40d8921d865487eab808ed364b2/external/org_tensorflow/tensorflow/contrib/nccl/BUILD:68:1: undeclared inclusion(s) in rule '@org_tensorflow//tensorflow/contrib/nccl:nccl_kernels':
this rule is missing dependency declarations for the following files included by 'external/org_tensorflow/tensorflow/contrib/nccl/kernels/nccl_rewrite.cc':
'/root/.cache/bazel/_bazel_root/98acb40d8921d865487eab808ed364b2/external/org_tensorflow/tensorflow/core/common_runtime/optimization_registry.h'
'/root/.cache/bazel/_bazel_root/98acb40d8921d865487eab808ed364b2/external/org_tensorflow/tensorflow/core/common_runtime/device_set.h'
'/root/.cache/bazel/_bazel_root/98acb40d8921d865487eab808ed364b2/external/org_tensorflow/tensorflow/core/common_runtime/device.h'
'/root/.cache/bazel/_bazel_root/98acb40d8921d865487eab808ed364b2/external/org_tensorflow/tensorflow/core/graph/types.h'
'/root/.cache/bazel/_bazel_root/98acb40d8921d865487eab808ed364b2/external/org_tensorflow/tensorflow/core/graph/costmodel.h'
'/root/.cache/bazel/_bazel_root/98acb40d8921d865487eab808ed364b2/external/org_tensorflow/tensorflow/core/graph/node_builder.h'
INFO: Elapsed time: 20.377s, Critical Path: 19.47s
FAILED: Build did NOT complete successfully更多信息:我正在使用Tensorflow服务(提交7a349752c2cbbe741edb91c6c6be1c571e91a5fb)和BazelRelation0.7.0的主分支。
我还对tools/bazel.rc做了一个小改动，以解决另一个编译错误：
# git diff tools/bazel.rc
diff --git a/tools/bazel.rc b/tools/bazel.rc
index 9397f97..28476f3 100644
--- a/tools/bazel.rc
+++ b/tools/bazel.rc
@@ -1,4 +1,4 @@
-build:cuda --crosstool_top=@org_tensorflow//third_party/gpus/crosstool
+build:cuda --crosstool_top=@local_config_cuda//crosstool:toolchain
build:cuda --define=using_cuda=true --define=using_cuda_nvcc=true
build --force_python=py2知道少了什么吗？
回答 1
Stack Overflow用户
回答已采纳
发布于 2017-10-31 00:18:59
我通常禁用NCCL，因为它似乎从未正确构建：
RUN \
cd $TENSORFLOW_SERVING_HOME \
# Remove NCCL since it isn't building properly
&& sed -i.bak '/nccl/d' tensorflow/tensorflow/contrib/BUILD \
&& bazel build -c opt --config=cuda \
--verbose_failures \
--spawn_strategy=standalone --genrule_strategy=standalone \
--copt=-mavx --copt=-mavx2 --copt=-mfma --copt=-mfpmath=both --copt=-msse4.1 --copt=-msse4.2 \
--crosstool_top=@local_config_cuda//crosstool:toolchain \
tensorflow_serving/... \
&& chmod a+x bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server \
&& cp bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server /usr/local/bin/ \
&& bazel clean --expunge页面原文内容由Stack Overflow提供。腾讯云小微IT领域专用引擎提供翻译支持
原文链接：
https://stackoverflow.com/questions/46992704
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