Update broadcast.py
Browse files- broadcast.py +20 -0
broadcast.py
CHANGED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
import torch.distributed as dist
|
| 3 |
+
|
| 4 |
+
def init_process():
|
| 5 |
+
dist.init_process_group(backend="nccl")
|
| 6 |
+
torch.cuda.set_device(dist.get_rank())
|
| 7 |
+
|
| 8 |
+
def example_broadcast():
|
| 9 |
+
if dist.get_rank() == 0:
|
| 10 |
+
tensor = torch.tensor([1, 2, 3, 4], dtype=torch.float32).cuda()
|
| 11 |
+
else:
|
| 12 |
+
tensor = torch.zeros(4, dtype=torch.float32).cuda()
|
| 13 |
+
|
| 14 |
+
print(f"Before broadcast on rank {dist.get_rank()}: {tensor}")
|
| 15 |
+
dist.broadcast(tensor, src=0)
|
| 16 |
+
print(f"After broadcast on rank {dist.get_rank()}: {tensor}")
|
| 17 |
+
|
| 18 |
+
init_process()
|
| 19 |
+
example_broadcast()
|
| 20 |
+
dist.destroy_process_group()
|