Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
import psutil
import torch
import torch.nn as nn
from torch.fx.passes.splitter_base import Subgraph
Expand Down Expand Up @@ -79,7 +80,8 @@ def forward(self, x):
partitioner = ResourcePartitioner(
submodule,
submodule_name=name,
cpu_memory_budget=2 * 1024 * 1024 * 1024,
cpu_memory_budget=0.89 * 1024 * 1024 * 1024
+ psutil.Process().memory_info().rss, # 0.89GB + current memory usage
)
subgraphs = partitioner.put_nodes_into_subgraphs()
new_subgraphs = []
Expand Down
17 changes: 13 additions & 4 deletions tests/py/dynamo/partitioning/test_001_resource_partitioning.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
from typing import Any, List

import psutil
import torch
import torch.nn as nn
import torch.nn.functional as F
Expand Down Expand Up @@ -84,7 +85,9 @@ def forward(self, x):
)

partitioned_module = resource_partition(
partitioned_module, cpu_memory_budget=2 * 1024 * 1024 * 1024 # 2GB,
partitioned_module,
cpu_memory_budget=0.89 * 1024 * 1024 * 1024
+ psutil.Process().memory_info().rss, # 0.89GB + current memory usage,
)

self.assertEqual(
Expand Down Expand Up @@ -166,7 +169,9 @@ def forward(self, x):
)

partitioned_module = resource_partition(
partitioned_module, cpu_memory_budget=1.4 * 1024 * 1024 * 1024 # 1.4GB,
partitioned_module,
cpu_memory_budget=0.39 * 1024 * 1024 * 1024
+ psutil.Process().memory_info().rss, # 0.39GB + current memory usage,
)

assert (
Expand Down Expand Up @@ -298,7 +303,9 @@ def forward(self, x):
)

partitioned_module = resource_partition(
partitioned_module, cpu_memory_budget=1.4 * 1024 * 1024 * 1024 # 1.4GB,
partitioned_module,
cpu_memory_budget=0.39 * 1024 * 1024 * 1024
+ psutil.Process().memory_info().rss, # 0.39GB + current memory usage,
)

assert (
Expand Down Expand Up @@ -396,7 +403,9 @@ def forward(self, x):
)

partitioned_module = resource_partition(
partitioned_module, cpu_memory_budget=1.4 * 1024 * 1024 * 1024 # 1.4GB,
partitioned_module,
cpu_memory_budget=0.39 * 1024 * 1024 * 1024
+ psutil.Process().memory_info().rss, # 0.39GB + current memory usage,
)

assert (
Expand Down
Loading