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Posted to dev@singa.apache.org by GitBox <gi...@apache.org> on 2019/08/17 03:11:04 UTC
[GitHub] [incubator-singa] chrishkchris opened a new pull request #523:
SINGA-478 Improve __itruediv__ in tensor.py
chrishkchris opened a new pull request #523: SINGA-478 Improve __itruediv__ in tensor.py
URL: https://github.com/apache/incubator-singa/pull/523
Improve the __itruediv__ operation by using the /= operator in c tensor directly instead of *= operator.
Has tested two cases (because for end to end purpose):
Case 1. simple tensor division in ncrf docker container
```python
from singa import tensor
from singa import device
import numpy as np
Y = np.ones(shape=[10],dtype=np.float32) * 10.0
y = tensor.from_numpy(Y)
y.to_device(device.get_default_device())
y.to_device(device.create_cuda_gpu_on(1))
def divide(y):
y /= 10
divide(y)
print(tensor.to_numpy(y))
```
Result
```
root@26c9db193eb0:~/incubator-singa# python3 /root/incubator-singa/python/singa/test.py
[1. 1. 1. 1. 1. 1. 1. 1. 1. 1.]
```
Case 2. 8 GPUs mnist distributed training in AWS (i.e. mnist_dist_demo.py)
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