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updated training resnet2060 command
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anxiangsir committed Jun 23, 2021
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13 changes: 7 additions & 6 deletions recognition/arcface_torch/README.md
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Expand Up @@ -9,15 +9,11 @@ torch >= 1.6.0
More details see [eval.md](docs/install.md) in docs.

## Training
### 1. Single node, 1 GPUs:
```shell
python -m torch.distributed.launch --nproc_per_node=1 --nnodes=1 --node_rank=0 --master_addr="127.0.0.1" --master_port=1234 train.py
```
### 2. Single node, 8 GPUs:
### 1. Single node, 8 GPUs:
```shell
python -m torch.distributed.launch --nproc_per_node=8 --nnodes=1 --node_rank=0 --master_addr="127.0.0.1" --master_port=1234 train.py
```
### 3. Multiple nodes, each node 8 GPUs:
### 2. Multiple nodes, each node 8 GPUs:
Node 0:
```shell
python -m torch.distributed.launch --nproc_per_node=8 --nnodes=2 --node_rank=0 --master_addr="ip1" --master_port=1234 train.py
Expand All @@ -27,6 +23,11 @@ Node 1:
python -m torch.distributed.launch --nproc_per_node=8 --nnodes=2 --node_rank=1 --master_addr="ip1" --master_port=1234 train.py
```

### 3.Training resnet2060 with 8 GPUs:
```shell
python -m torch.distributed.launch --nproc_per_node=1 --nnodes=1 --node_rank=0 --master_addr="127.0.0.1" --master_port=1234 train.py --network r2060
```

## Speed Benchmark
![Image text](https://github.com/nttstar/insightface-resources/blob/master/images/arcface_speed.png)

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