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DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

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1. build DeepRec with image: registry.cn-shanghai.aliyuncs.com/pai-dlc-share/deeprec-developer:deeprec-dev-cpu-py36-ubuntu18.04(https://github.com/alibaba/DeepRec, 'Prepare for installation') 2. enabling auto-micro-batch (file /modelzoo/WDL/train.py) ![1645523010239](https://user-images.githubusercontent.com/4586049/155105832-b2177b84-7b03-4047-b1bf-016c1c88cf65.jpg) 3. then run 'python train.py' and it crashes: ![1645522967292](https://user-images.githubusercontent.com/4586049/155105941-eb94bc24-d3c5-4907-9ea1-cc713c2ced91.jpg) 4. if setting micro_batch_num = 1,...

``` from tensorflow.python import pywrap_tensorflow reader = pywrap_tensorflow.NewCheckpointReader(latest_checkpoint) var_to_shape_map = reader.get_variable_to_shape_map() for key in var_to_shape_map: print(reader.get_tensor(key)) ``` I want export the value of embedding variables, and I test it in...

We first test the **star_server** protocol on the CPU machine, and the training task runs normally. Now, we want to switch to the GPU machine. The cluster info is 2...

When I was reading https://github.com/alibaba/DeepRec/blob/main/triton/tensorflow_backend_tf.cc#L941 https://github.com/alibaba/DeepRec/blob/main/triton/tensorflow_backend_tf.cc#L932 I wonder where function clear_allocator_type() in line 941 and set_allocator_type() in line 932 are defined. I did not find any file in tensorflow related...

This PR is to enable SOK lookup support DeepRec EmbeddingVariableGPU. It includes 4 parts: 1. move EmbeddingVarGPU from kernel to framework 2. add hugectr as a submodule under SOK 3....

contains these PRs: * https://github.com/alibaba/DeepRec/pull/435 * https://github.com/alibaba/DeepRec/pull/440 * https://github.com/alibaba/DeepRec/pull/442 * https://github.com/alibaba/DeepRec/pull/443 And there are still many warnings when use GCC11 or GCC12, needs to remove `-Werror`