I am trying to use XLA compiler from Tensorflow following the example provided at this page:
https://gist.github.com/carlthome/6ae8a570e21069c60708017e3f96c9fd
In short, it downloads a ResNet50 network and compiles it as library.
During execution of bazel build I always end up on the following build error:
error: Could not find include file 'tensorflow/compiler/mlir/xla/ir/hlo_ops_base.td' include "tensorflow/compiler/mlir/xla/ir/hlo_ops_base.td" ^ external/org_tensorflow/tensorflow/compiler/mlir/xla/ir/hlo_ops.td:22:9: error: Unexpected input at top level include "tensorflow/compiler/mlir/xla/ir/hlo_ops_base.td"
> ERROR: /home/ubuntu/.cache/bazel/_bazel_ubuntu/e5cce820cc082410b4fcc604db349066/external/org_tensorflow/tensorflow/compiler/mlir/xla/BUILD:465:1: Executing genrule @org_tensorflow//tensorflow/compiler/mlir/xla:operator_writer_inc failed (Exit 1)
[6,144 / 7,191] 3 actions running
@org_tensorflow//tensorflow/compiler/xla/client:global_data; 4s local
@org_tensorflow//tensorflow/core/kernels/tensor_forest:resources; 1s local
...//tensorflow/core/kernels:eigen_contraction_kernel_with_mkl; 1s local
external/org_tensorflow/tensorflow/compiler/mlir/xla/ir/hlo_ops.td:22:9: error: Could not find include file 'tensorflow/compiler/mlir/xla/ir/hlo_ops_base.td'
include "tensorflow/compiler/mlir/xla/ir/hlo_ops_base.td"
^
external/org_tensorflow/tensorflow/compiler/mlir/xla/ir/hlo_ops.td:22:9: error: Unexpected input at top level
include "tensorflow/compiler/mlir/xla/ir/hlo_ops_base.td"
^
[6,144 / 7,191] 3 actions running
@org_tensorflow//tensorflow/compiler/xla/client:global_data; 4s local
@org_tensorflow//tensorflow/core/kernels/tensor_forest:resources; 1s local
...//tensorflow/core/kernels:eigen_contraction_kernel_with_mkl; 1s local
Target @org_tensorflow//:graph failed to build
[6,147 / 7,191] checking cached actions
Use --verbose_failures to see the command lines of failed build steps.
[6,147 / 7,191] checking cached actions
INFO: Elapsed time: 7903.567s, Critical Path: 204.12s
[6,147 / 7,191] checking cached actions
INFO: 5961 processes: 5961 local.
[6,147 / 7,191] checking cached actions
FAILED: Build did NOT complete successfully
FAILED: Build did NOT complete successfully
So, it does not find the hlo_ops_base.td file, which of course is present in the path (I checked it)
The first time I have tried this, it worked like a charm.
Afterwards I have executed it again on different machines (also perfect clean VMs on different platforms), but always had the same issue.
I am using
- bazel 1.1.0,
- tensorflow 1.14 (cpu),
- protobuf 3.0.0,
- python 2.7
Does anyone have any clue on how to solve this? I have tried to search it online and it seems no one else is having this issue...
Thanks, Matteo
