Compile Tensorflow - Revision history

Bpopp at 06:09, 29 October 2021

2021-10-29T06:09:02Z

← Older revision		Revision as of 06:09, 29 October 2021
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	<pre>./bazel-bin/tensorflow/tools/pip_package/build_pip_package ~/tensorflow/pkg</pre>		<pre>./bazel-bin/tensorflow/tools/pip_package/build_pip_package ~/tensorflow/pkg</pre>

			=== Install ===

			<pre>sudo pip3 install ~/tensorflow/pkg/*.whl</pre>

2021-10-28T16:44:53Z

Package

← Older revision		Revision as of 16:44, 28 October 2021
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	=== Package ===		=== Package ===

	<pre>./bazel-bin/tensorflow/tools/pip_package/build_pip_package ~/~~tensorflow_pkg~~</pre>		<pre>./bazel-bin/tensorflow/tools/pip_package/build_pip_package ~/tensorflow/pkg</pre>

2021-10-28T16:44:33Z

Compile

← Older revision		Revision as of 16:44, 28 October 2021
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	<pre>bazel build --jobs 2 --local_ram_resources 2048 //tensorflow/tools/pip_package:build_pip_package</pre>		<pre>bazel build --jobs 2 --local_ram_resources 2048 //tensorflow/tools/pip_package:build_pip_package</pre>

			=== Package ===

			<pre>./bazel-bin/tensorflow/tools/pip_package/build_pip_package ~/tensorflow_pkg</pre>

2021-10-28T16:23:04Z

← Older revision		Revision as of 16:23, 28 October 2021
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	Tensorflow packages often assume the processor supports avx2. Our Xeon process does not, and requires tensorflow to be compiled without this flag.		Tensorflow packages often assume the processor supports avx2. Our Xeon process does not, and requires tensorflow to be compiled without this flag.

	'''Note that you need to upgrade to at least Debian 10 prior to compiling'''		'''Note that you need to upgrade to at least Debian 11 prior to compiling'''

	=== Start Building ===		=== Start Building ===

2021-10-28T16:22:53Z

Debian 10 Error on Compile

@@ Line 21: / Line 21: @@
 <p>Keep all defaults</p>
 <pre>./configure</pre>
 === Compile ===

2021-10-28T13:04:58Z

Start Building

← Older revision		Revision as of 13:04, 28 October 2021
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	Install Dependencies		Install Dependencies
	<pre>sudo pip3 install numpy keras</pre>		<pre>sudo pip3 install numpy keras keras_preprocessing</pre>

	Install Bazel using Bazelisk		Install Bazel using Bazelisk

2021-10-28T12:59:34Z

Start Building

← Older revision		Revision as of 12:59, 28 October 2021
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	Install Dependencies		Install Dependencies
	<pre>sudo pip3 install numpy</pre>		<pre>sudo pip3 install numpy keras</pre>

	Install Bazel using Bazelisk		Install Bazel using Bazelisk

2021-10-27T13:15:14Z

@@ Line 21: / Line 21: @@
 <p>Keep all defaults</p>
 <pre>./configure</pre>
 === Compile ===

2021-10-27T02:39:27Z

Compile

← Older revision		Revision as of 02:39, 27 October 2021
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	<pre>bazel build --jobs 2 --local_ram_resources 2048 //tensorflow/tools/pip_package:build_pip_package</pre>		<pre>bazel build --jobs 2 --local_ram_resources 2048 //tensorflow/tools/pip_package:build_pip_package</pre>

	~~Almost at the end, I got a compile error.~~

	~~<pre>~~
	~~internal compiler error: in emit_move_insn, at expr.c:3547~~
	~~values[i] = coeff(index+i);~~
	~~</pre>~~

	~~I fixed it with this suggestion:~~
	~~<pre>~~

	~~With this workaround, you can compile tensorflow with gcc 6.3~~

	~~In external/eigen_archive/unsupported/Eigen/CXX11/src/Tensor/TensorReduction.h:801~~
	~~(you can find the file in a subdirectory of ~/.cache/bazel )~~

	~~replace~~

	~~values[i] = internal::InnerMostDimReducer<Self, Op>::reduce(this, firstIndex + i num_values_to_reduce,~~
	~~num_values_to_reduce, reducer);~~

	~~by two instructions instead~~

	~~Self::CoeffReturnType a = internal::InnerMostDimReducer<Self, Op>::reduce(this, firstIndex + i num_values_to_reduce,~~
	~~num_values_to_reduce, reducer);~~
	~~values[i] = a;</pre>~~

2021-10-27T02:39:14Z

Start Building

← Older revision		Revision as of 02:39, 27 October 2021
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	'''Note that you need to upgrade to at least Debian 10 prior to compiling'''		'''Note that you need to upgrade to at least Debian 10 prior to compiling'''

	== Start Building ==		=== Start Building ===

	Verify dependencies		Verify dependencies