From 77d732c3dde9650fdd2ba8956a723ae1eb72d481 Mon Sep 17 00:00:00 2001 From: huangxinjing Date: Mon, 26 Apr 2021 12:33:23 +0800 Subject: [PATCH] Add pangu_alpha --- .../nlp/{pangu1 => pangu_alpha}/README.md | 30 +++++---- .../official/nlp/pangu_alpha/docs/model.png | Bin 0 -> 132897 bytes .../scripts/run_distribute_train.sh | 0 .../{pangu1 => pangu_alpha}/src/dataset.py | 0 .../src/pangu_alpha.py} | 60 +++++++++--------- .../src/pangu_alpha_wrapcell.py} | 6 +- .../nlp/{pangu1 => pangu_alpha}/src/utils.py | 12 ++-- .../nlp/{pangu1 => pangu_alpha}/train.py | 25 ++++---- 8 files changed, 69 insertions(+), 64 deletions(-) rename model_zoo/official/nlp/{pangu1 => pangu_alpha}/README.md (74%) create mode 100644 model_zoo/official/nlp/pangu_alpha/docs/model.png rename model_zoo/official/nlp/{pangu1 => pangu_alpha}/scripts/run_distribute_train.sh (100%) rename model_zoo/official/nlp/{pangu1 => pangu_alpha}/src/dataset.py (100%) rename model_zoo/official/nlp/{pangu1/src/pangu1.py => pangu_alpha/src/pangu_alpha.py} (96%) rename model_zoo/official/nlp/{pangu1/src/pangu1_wrapcell.py => pangu_alpha/src/pangu_alpha_wrapcell.py} (96%) rename model_zoo/official/nlp/{pangu1 => pangu_alpha}/src/utils.py (97%) rename model_zoo/official/nlp/{pangu1 => pangu_alpha}/train.py (89%) diff --git a/model_zoo/official/nlp/pangu1/README.md b/model_zoo/official/nlp/pangu_alpha/README.md similarity index 74% rename from model_zoo/official/nlp/pangu1/README.md rename to model_zoo/official/nlp/pangu_alpha/README.md index d49196d538..9c65cf11d8 100644 --- a/model_zoo/official/nlp/pangu1/README.md +++ b/model_zoo/official/nlp/pangu_alpha/README.md @@ -4,7 +4,7 @@ # Contents - [Contents](#contents) -- [PanGu1 Description](#bert-description) +- [PanGu-Alpha Description](#pangu-description) - [Model Architecture](#model-architecture) - [Dataset](#dataset) - [Environment Requirements](#environment-requirements) @@ -13,30 +13,34 @@ - [Script and Sample Code](#script-and-sample-code) - [ModelZoo Homepage](#modelzoo-homepage) -# [PanGu1 Description](#contents) +# [PanGu-Alpha Description](#pangu-description) We release the code to explore the new front-edge of training large model with billions or even trillions of parameters. By MindSpore's parallel feature, we adopt the efficient model parallel and data parallel technology such as operator level parallelism, to minimize the communication cost and maximize computation efficiency. The code is easy to scale to thousands of NPUs and trillion parameters with little modifications. -In the mean while, we run our parallel training upon a language model, named PanGu1, to demonstrate the large model can be trained easily +In the mean while, we run our parallel training upon a language model, named PanGu-Alpha, to demonstrate the large model can be trained easily with our parallel setting. We summarized the training tricks as followings: -1. Data Parallel -2. Model Parallel -3. Optimizer Parallel +1. Op-level Model Parallelism +2. Pipeline Model Parallelism +3. Optimizer Model Parallelism -The above features can be found [here](https://www.mindspore.cn/doc/programming_guide/zh-CN/r1.1/auto_parallel.html). +The above features can be found [here](https://www.mindspore.cn/doc/programming_guide/en/r1.2/auto_parallel.html). More amazing features are still under developing. +The technical report and checkpoint file can be found [here](https://git.openi.org.cn/PCL-Platform.Intelligence/PanGu-AIpha). + # [Model Architecture](#contents) -The PanGu1 model stacks many layers of transformer decoder with a few modifications. Hybrid parallelism is applied to maximize the device utilization -and reduce the communication consumption. The code demonstrate the training procedure on 32 Ascend card by 4-way data parallelism on the top 8 model parallelism. -Both 4-way data parallelism and 8-way model parallelism can be modified in the configuration to fit the variable scale of the cluster. +![](./docs/model.png) + +The architecture of PanGu-α is based on Transformer, which has been extensively used as the backbone of a variety of +pretrained language models such as BERT and GPT. Different from them, we develop an additional query layeron top of +Transformer layers to predict the next token. The diagram of the model is shown in Figure 1. -# [Dataset](#contents) +# [Dataset](#dataset) - Open Source Dataset. @@ -80,8 +84,8 @@ https:gitee.com/mindspore/mindspore/tree/master/model_zoo/utils/hccl_tools. │ └── run_distribute_train.sh ├── src │ ├── dataset.py -│ ├── pangu1.py -│ ├── pangu1_wrapcell.py +│ ├── pangu_alpha.py +│ ├── pangu_alpha_wrapcell.py │ └── utils.py └── train.py ``` diff --git a/model_zoo/official/nlp/pangu_alpha/docs/model.png b/model_zoo/official/nlp/pangu_alpha/docs/model.png new file mode 100644 index 0000000000000000000000000000000000000000..8226733e054f52eaeadf4991298ea9d1bc5a8090 GIT binary patch literal 132897 zcmeFZ2~<SVr>#yy1Ox;iSnvhmQz3gSuwJ(y5E~oFeh3620{*rWA_#sG0AGJQ_!AIw z$QA*CKkvUEf^9c0YNDNemevP_EiX!=#Nl;KLoZ2 zZWY=Fc1cVeJfV6A*nL64EnsJbwr&N_4hMgSY?Tt)x%<$GZPIqvh4=W&=s!q)C8B<^ zyhZjxA4B8tjk^y;#pL7_6qPi!wD<1YZ(wL-eB`K!`6-LjmS?Qa+Fx{Vbh>oe+3lwL zEe}sG?|^%OLBZIN(1=HoQPDB6aZgj8rKY7n|0^Rm?{)s0g2JNWipr|$n%cVhhSs+B zj?S(R-5>i028V`6M#sjfw3*rOKjwbUFECeD*Vb7Z!0*jJatS~L|3$2SlkDHgB?Zd0 z1-u7ah5yJUuq7BQf>K+Bb|2cd^Msx7b${tS`VT~8PA0!9ZxK~Le1Rc*<8GgroQ45a zlle!qze)DLC)mUPBgy_vuz$!k4v`QP0B@e46a)$3a&qJLLjLbAUbl_*3JfMpcpivb zNqU@9ogK}HZ?8efmX{AUU7w*lA3l~7b

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