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-rw-r--r--ethosu/vela/architecture_features.py28
1 files changed, 17 insertions, 11 deletions
diff --git a/ethosu/vela/architecture_features.py b/ethosu/vela/architecture_features.py
index 64005bf5..f7dcc8ce 100644
--- a/ethosu/vela/architecture_features.py
+++ b/ethosu/vela/architecture_features.py
@@ -802,16 +802,22 @@ class ArchitectureFeatures:
return result
+# Cache for default arch instances, as these are expensive to create
+default_arch_cache = dict()
+
+
def create_default_arch(accelerator: Accelerator) -> ArchitectureFeatures:
"""Creates architecture features object using default settings"""
- return ArchitectureFeatures(
- vela_config_files=None,
- accelerator_config=accelerator.value,
- system_config=ArchitectureFeatures.DEFAULT_CONFIG,
- memory_mode=ArchitectureFeatures.DEFAULT_CONFIG,
- override_block_config=None,
- block_config_limit=None,
- max_blockdep=ArchitectureFeatures.MAX_BLOCKDEP,
- weight_estimation_scaling=1.0,
- verbose_config=False,
- )
+ if accelerator not in default_arch_cache:
+ default_arch_cache[accelerator] = ArchitectureFeatures(
+ vela_config_files=None,
+ accelerator_config=accelerator.value,
+ system_config=ArchitectureFeatures.DEFAULT_CONFIG,
+ memory_mode=ArchitectureFeatures.DEFAULT_CONFIG,
+ override_block_config=None,
+ block_config_limit=None,
+ max_blockdep=ArchitectureFeatures.MAX_BLOCKDEP,
+ weight_estimation_scaling=1.0,
+ verbose_config=False,
+ )
+ return default_arch_cache[accelerator]