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Unverified Commit 1bb3005c authored by William Muir's avatar William Muir Committed by GitHub
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[Go] Update Go API installation guide for TensorFlow 2.15.0 (#166)

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golang_install_guide/README.md
+ 27
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View file @ 1bb3005c
......@@ -48,8 +48,8 @@ repo, and with one of the following import statements:
| TensorFlow C API | Graft |
| :------------------------ | :-------------------------------------------------------------------------------------------------- |
| TensorFlow Release 2.14.0 | [`go get github.com/wamuir/graft/tensorflow@v0.6.0`](https://github.com/wamuir/graft/tree/v0.6.0) |
| TensorFlow Release 2.13.1 | [`go get github.com/wamuir/graft/tensorflow@v0.5.1`](https://github.com/wamuir/graft/tree/v0.5.1) |
| TensorFlow Release 2.15.0 | [`go get github.com/wamuir/graft/tensorflow@v0.7.0`](https://github.com/wamuir/graft/tree/v0.7.0) |
| TensorFlow Release 2.14.1 | [`go get github.com/wamuir/graft/tensorflow@v0.6.1`](https://github.com/wamuir/graft/tree/v0.6.1) |
| TensorFlow Nightly | [`go get github.com/wamuir/graft/tensorflow@nightly`](https://github.com/wamuir/graft/tree/nightly) |
......@@ -58,7 +58,7 @@ repo, and with one of the following import statements:
<details>
<summary>Click to expand</summary>
> Note: these build instructions are specific to TensorFlow 2.14.0
> Note: these build instructions are specific to TensorFlow 2.15.0
### 1. Install the TensorFlow C Library
......@@ -67,7 +67,7 @@ library is required for use of the TensorFlow Go package at runtime. For example
on Linux (64-bit, x86):
```sh
$ curl -L https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-x86_64-2.14.0.tar.gz | tar xz --directory /usr/local
$ curl -L https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-x86_64-2.15.0.tar.gz | tar xz --directory /usr/local
$ ldconfig
```
......@@ -105,7 +105,7 @@ Instead, follow these instructions.***
workspace for `/go` in the command below.
```sh
$ git clone --branch v2.14.0 https://github.com/tensorflow/tensorflow.git /go/src/github.com/tensorflow/tensorflow
$ git clone --branch v2.15.0 https://github.com/tensorflow/tensorflow.git /go/src/github.com/tensorflow/tensorflow
```
- Change the working directory to the base of the cloned TensorFlow repository,
......@@ -122,22 +122,37 @@ Instead, follow these instructions.***
$ go mod init github.com/tensorflow/tensorflow
```
- Patch protos to declare Go package.
- Patch TensorFlow core protos to declare Go package.
```sh
$ sed -i '4 i option go_package = "github.com\/tensorflow\/tensorflow\/tensorflow\/go\/core\/framework\/dataset_go_proto";' tensorflow/core/framework/dataset.proto
$ sed -i '9 c option go_package = "github.com\/tensorflow\/tensorflow\/tensorflow\/go\/core\/framework\/graph_debug_info_go_proto";' tensorflow/core/framework/graph_debug_info.proto
$ sed -i '4 i option go_package = "github.com\/tensorflow\/tensorflow\/tensorflow\/go\/core\/framework\/optimized_function_graph_go_proto";' tensorflow/core/framework/optimized_function_graph.proto
$ sed -i '4 i option go_package = "github.com\/google\/tsl\/tsl\/go\/core\/protobuf\/for_core_protos_go_proto";' tensorflow/tsl/protobuf/test_log.proto
$ sed -i '5d' tensorflow/core/protobuf/autotuning.proto
```
- Patch Tensor Standard Library (TSL) protos to declare Go package.
```sh
$ sed -i '5 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/bfc_memory_map.proto
$ sed -i '5 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/coordination_config.proto
$ sed -i '7 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/coordination_service.proto
$ sed -i '6 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/distributed_runtime_payloads.proto
$ sed -i '8 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/dnn.proto
$ sed -i '12 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/error_codes.proto
$ sed -i '8 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/histogram.proto
$ sed -i '5 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/rpc_options.proto
$ sed -i '10 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/status.proto
$ sed -i '13 i option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/test_log.proto
```
- Patch tensorflow/go/genop to generate TF and TSL protobufs.
```sh
$ sed -i '71d;72d' tensorflow/go/genop/generate.sh
$ sed -i '71 i \ ${TF_DIR}\/tensorflow\/tsl\/protobuf\/*.proto \\' tensorflow/go/genop/generate.sh
$ sed -i '72 i \ ${TF_DIR}\/tensorflow\/compiler\/xla\/stream_executor\/dnn.proto; do' tensorflow/go/genop/generate.sh
$ sed -i '71 i \ ${TF_DIR}\/third_party\/xla\/xla\/autotuning.proto \\' tensorflow/go/genop/generate.sh
$ sed -i '72 i \ ${TF_DIR}\/third_party\/xla\/third_party\/tsl\/tsl\/protobuf\/*.proto; do \\' tensorflow/go/genop/generate.sh
$ sed -i '74 i \ -I ${TF_DIR}/third_party/xla/third_party/tsl \\' tensorflow/go/genop/generate.sh
$ sed -i '75 i \ -I ${TF_DIR}/third_party/xla \\' tensorflow/go/genop/generate.sh
```
- Generate wrappers and protocol buffers.
......@@ -184,7 +199,7 @@ workspace for `/go` in the command below:
```sh
$ go mod init hello-world
$ go mod edit -require github.com/google/tsl@v0.0.0+incompatible
$ go mod edit -require github.com/tensorflow/tensorflow@v2.14.0+incompatible
$ go mod edit -require github.com/tensorflow/tensorflow@v2.15.0+incompatible
$ go mod edit -replace github.com/google/tsl=/go/src/github.com/google/tsl
$ go mod edit -replace github.com/tensorflow/tensorflow=/go/src/github.com/tensorflow/tensorflow
$ go mod tidy
......@@ -232,7 +247,7 @@ func main() {
```sh
$ go mod init app
$ go mod edit -require github.com/google/tsl@v0.0.0+incompatible
$ go mod edit -require github.com/tensorflow/tensorflow@v2.14.0+incompatible
$ go mod edit -require github.com/tensorflow/tensorflow@v2.15.0+incompatible
$ go mod edit -replace github.com/google/tsl=/go/src/github.com/google/tsl
$ go mod edit -replace github.com/tensorflow/tensorflow=/go/src/github.com/tensorflow/tensorflow
$ go mod tidy
......
golang_install_guide/example-program/Dockerfile
+ 18
− 8
View file @ 1bb3005c
......@@ -16,8 +16,8 @@
FROM golang:1.21-bookworm
# 1. Install the TensorFlow C Library (v2.14.0).
RUN curl -L https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-$(uname -m)-2.14.0.tar.gz \
# 1. Install the TensorFlow C Library (v2.15.0).
RUN curl -L https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-$(uname -m)-2.15.0.tar.gz \
| tar xz --directory /usr/local \
&& ldconfig
......@@ -27,17 +27,27 @@ RUN apt-get update && apt-get -y install --no-install-recommends \
protobuf-compiler
# 3. Install and Setup the TensorFlow Go API.
RUN git clone --branch=v2.14.0 https://github.com/tensorflow/tensorflow.git /go/src/github.com/tensorflow/tensorflow \
RUN git clone --branch=v2.15.0 https://github.com/tensorflow/tensorflow.git /go/src/github.com/tensorflow/tensorflow \
&& cd /go/src/github.com/tensorflow/tensorflow \
&& go mod init github.com/tensorflow/tensorflow \
&& sed -i '4 i option go_package = "github.com\/tensorflow\/tensorflow\/tensorflow\/go\/core\/framework\/dataset_go_proto";' tensorflow/core/framework/dataset.proto \
&& sed -i '9 c option go_package = "github.com\/tensorflow\/tensorflow\/tensorflow\/go\/core\/framework\/graph_debug_info_go_proto";' tensorflow/core/framework/graph_debug_info.proto \
&& sed -i '4 i option go_package = "github.com\/tensorflow\/tensorflow\/tensorflow\/go\/core\/framework\/optimized_function_graph_go_proto";' tensorflow/core/framework/optimized_function_graph.proto \
&& sed -i '4 i option go_package = "github.com\/google\/tsl\/tsl\/go\/core\/protobuf\/for_core_protos_go_proto";' tensorflow/tsl/protobuf/test_log.proto \
&& sed -i '5d' tensorflow/core/protobuf/autotuning.proto \
&& sed -i '5 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/bfc_memory_map.proto \
&& sed -i '5 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/coordination_config.proto \
&& sed -i '7 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/coordination_service.proto \
&& sed -i '6 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/distributed_runtime_payloads.proto \
&& sed -i '8 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/dnn.proto \
&& sed -i '12 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/error_codes.proto \
&& sed -i '8 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/histogram.proto \
&& sed -i '5 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/rpc_options.proto \
&& sed -i '10 c option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/status.proto \
&& sed -i '13 i option go_package = "github.com\/google\/tsl\/tsl\/go_proto";' third_party/xla/third_party/tsl/tsl/protobuf/test_log.proto \
&& sed -i '71d;72d' tensorflow/go/genop/generate.sh \
&& sed -i '71 i \ ${TF_DIR}\/tensorflow\/tsl\/protobuf\/*.proto \\' tensorflow/go/genop/generate.sh \
&& sed -i '72 i \ ${TF_DIR}\/tensorflow\/compiler\/xla\/stream_executor\/dnn.proto; do' tensorflow/go/genop/generate.sh \
&& sed -i '71 i \ ${TF_DIR}\/third_party\/xla\/xla\/autotuning.proto \\' tensorflow/go/genop/generate.sh \
&& sed -i '72 i \ ${TF_DIR}\/third_party\/xla\/third_party\/tsl\/tsl\/protobuf\/*.proto; do \\' tensorflow/go/genop/generate.sh \
&& sed -i '74 i \ -I ${TF_DIR}/third_party/xla/third_party/tsl \\' tensorflow/go/genop/generate.sh \
&& sed -i '75 i \ -I ${TF_DIR}/third_party/xla \\' tensorflow/go/genop/generate.sh \
&& (cd tensorflow/go/op && go generate) \
&& go mod edit -require github.com/google/tsl@v0.0.0+incompatible \
&& go mod edit -replace github.com/google/tsl=/go/src/github.com/google/tsl \
......@@ -50,7 +60,7 @@ WORKDIR /example-program
COPY hello_tf.go .
RUN go mod init app \
&& go mod edit -require github.com/google/tsl@v0.0.0+incompatible \
&& go mod edit -require github.com/tensorflow/tensorflow@v2.14.0+incompatible \
&& go mod edit -require github.com/tensorflow/tensorflow@v2.15.0+incompatible \
&& go mod edit -replace github.com/google/tsl=/go/src/github.com/google/tsl \
&& go mod edit -replace github.com/tensorflow/tensorflow=/go/src/github.com/tensorflow/tensorflow \
&& go mod tidy \
......
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