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[Docs] Update deeprec2310 release images and notes in README.md & REL…
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…EASE.md.

Signed-off-by: candy.dc <candy.dc@alibaba-inc.com>
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candyzone committed Nov 15, 2023
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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -95,13 +95,13 @@ $ pip3 install /tmp/tensorflow_pkg/tensorflow-1.15.5+${version}-cp38-cp38m-linux
#### Image for CPU

```
alideeprec/deeprec-release:deeprec2306-cpu-py38-ubuntu20.04
alideeprec/deeprec-release:deeprec2310-cpu-py38-ubuntu20.04
```

#### Image for GPU CUDA11.6

```
alideeprec/deeprec-release:deeprec2306-gpu-py38-cu116-ubuntu20.04
alideeprec/deeprec-release:deeprec2310-gpu-py38-cu116-ubuntu20.04
```

***
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41 changes: 41 additions & 0 deletions RELEASE.md
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# Release r1.15.5-deeprec2310
## **Major Features and Improvements**

### **Embedding**

- Refactor the data structure of EmbeddingVariable.
- Add interface of EmbeddingVar for Elastic Training.
- Add GetSnapshot and Create API for EmbeddingVariable.
- Remove the dependency on private header file in EmbeddingVariable.

### **Runtime Optimization**

- Canonicalize SaveV2 Op device spec in distributed training.
- Update log level in direct_session.

### **Distributed**

- Add elastic-grpc server.

### **BugFix**

- Fix missing return value of RestoreSSD of DramSSDHashStorage.
- Fix incorrect frequency in shared-embedding.
- Fix set initialized flag too early in restore subgraph.
- Fix wgrad bug in Sparse Operation Kit.
- Fix hang bug for async embedding lookup.
- Fix ps address list sort by index.
- Fix SharedEmbeddingColumn with PartitionedEmbedingVariable shape validation error.

More details of features: [https://deeprec.readthedocs.io/zh/latest/](url)

## **Release Images**

### **CPU Image**

`alideeprec/deeprec-release:deeprec2310-cpu-py38-ubuntu20.04`

### **GPU Image**

`alideeprec/deeprec-release:deeprec2310-gpu-py38-cu116-ubuntu20.04`

# Release r1.15.5-deeprec2306

## **Major Features and Improvements**
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4 changes: 2 additions & 2 deletions docs/docs_en/DeepRec-Compile-And-Install.md
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Expand Up @@ -111,7 +111,7 @@ pip3 install /tmp/tensorflow_pkg/tensorflow-1.15.5+${version}-cp38-cp38m-linux_x

x86_64:
```
alideeprec/deeprec-release:deeprec2306-cpu-py38-ubuntu20.04
alideeprec/deeprec-release:deeprec2310-cpu-py38-ubuntu20.04
```

arm64:
Expand All @@ -122,5 +122,5 @@ alideeprec/deeprec-release:deeprec2302-cpu-py38-ubuntu22.04-arm64
**GPU Image with CUDA 11.6**

```
alideeprec/deeprec-release:deeprec2306-gpu-py38-cu116-ubuntu20.04
alideeprec/deeprec-release:deeprec2310-gpu-py38-cu116-ubuntu20.04
```
2 changes: 1 addition & 1 deletion docs/docs_en/Estimator-Compile-And-Install.md
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Expand Up @@ -40,7 +40,7 @@ DeepRec provide new distributed protocols such as grpc++ and star_server, which

Source Code: [https://github.com/DeepRec-AI/estimator](https://github.com/DeepRec-AI/estimator)

Develop Branch:master, Latest Release Branch: deeprec2306
Develop Branch:master, Latest Release Branch: deeprec2310

## Estimator Build

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2 changes: 1 addition & 1 deletion docs/docs_en/TFServing-Compile-And-Install.md
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Expand Up @@ -39,7 +39,7 @@ We provide optimized TFServing which could highly improve performance in inferen

Source Code: [https://github.com/DeepRec-AI/serving](https://github.com/DeepRec-AI/serving)

Develop Branch: master, Latest Release Branch: deeprec2306
Develop Branch: master, Latest Release Branch: deeprec2310

## TFServing Build

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4 changes: 2 additions & 2 deletions docs/docs_zh/DeepRec-Compile-And-Install.md
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Expand Up @@ -108,7 +108,7 @@ pip3 install /tmp/tensorflow_pkg/tensorflow-1.15.5+${version}-cp38-cp38m-linux_x

x86_64:
```
alideeprec/deeprec-release:deeprec2306-cpu-py38-ubuntu20.04
alideeprec/deeprec-release:deeprec2310-cpu-py38-ubuntu20.04
```

arm64:
Expand All @@ -119,7 +119,7 @@ alideeprec/deeprec-release:deeprec2302-cpu-py38-ubuntu22.04-arm64
**GPU CUDA11.6镜像**

```
alideeprec/deeprec-release:deeprec2306-gpu-py38-cu116-ubuntu20.04
alideeprec/deeprec-release:deeprec2310-gpu-py38-cu116-ubuntu20.04
```

## DeepRec Processor编译打包
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2 changes: 1 addition & 1 deletion docs/docs_zh/Estimator-Compile-And-Install.md
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Expand Up @@ -40,7 +40,7 @@

代码库:[https://github.com/DeepRec-AI/estimator](https://github.com/DeepRec-AI/estimator)

开发分支:master,最新Release分支:deeprec2306
开发分支:master,最新Release分支:deeprec2310

## Estimator编译

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2 changes: 1 addition & 1 deletion docs/docs_zh/TFServing-Compile-And-Install.md
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Expand Up @@ -39,7 +39,7 @@

代码库:[https://github.com/DeepRec-AI/serving](https://github.com/DeepRec-AI/serving)

开发分支:master,最新Release分支:deeprec2306
开发分支:master,最新Release分支:deeprec2310

## TFServing编译&打包

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