aboutsummaryrefslogtreecommitdiff
path: root/src/mlia/target/ethos_u/data_collection.py
diff options
context:
space:
mode:
Diffstat (limited to 'src/mlia/target/ethos_u/data_collection.py')
-rw-r--r--src/mlia/target/ethos_u/data_collection.py20
1 files changed, 10 insertions, 10 deletions
diff --git a/src/mlia/target/ethos_u/data_collection.py b/src/mlia/target/ethos_u/data_collection.py
index 258876d..96fe240 100644
--- a/src/mlia/target/ethos_u/data_collection.py
+++ b/src/mlia/target/ethos_u/data_collection.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Data collection module for Ethos-U."""
from __future__ import annotations
@@ -31,10 +31,10 @@ logger = logging.getLogger(__name__)
class EthosUOperatorCompatibility(ContextAwareDataCollector):
"""Collect operator compatibility information."""
- def __init__(self, model: Path, device: EthosUConfiguration) -> None:
+ def __init__(self, model: Path, target: EthosUConfiguration) -> None:
"""Init operator compatibility data collector."""
self.model = model
- self.device = device
+ self.target = target
def collect_data(self) -> Operators:
"""Collect operator compatibility information."""
@@ -42,7 +42,7 @@ class EthosUOperatorCompatibility(ContextAwareDataCollector):
with log_action("Checking operator compatibility ..."):
return supported_operators(
- Path(tflite_model.model_path), self.device.compiler_options
+ Path(tflite_model.model_path), self.target.compiler_options
)
@classmethod
@@ -57,12 +57,12 @@ class EthosUPerformance(ContextAwareDataCollector):
def __init__(
self,
model: Path,
- device: EthosUConfiguration,
+ target: EthosUConfiguration,
backends: list[str] | None = None,
) -> None:
"""Init performance data collector."""
self.model = model
- self.device = device
+ self.target = target
self.backends = backends
def collect_data(self) -> PerformanceMetrics:
@@ -70,7 +70,7 @@ class EthosUPerformance(ContextAwareDataCollector):
tflite_model = get_tflite_model(self.model, self.context)
estimator = EthosUPerformanceEstimator(
self.context,
- self.device,
+ self.target,
self.backends,
)
@@ -113,13 +113,13 @@ class EthosUOptimizationPerformance(ContextAwareDataCollector):
def __init__(
self,
model: Path,
- device: EthosUConfiguration,
+ target: EthosUConfiguration,
optimizations: list[list[dict]],
backends: list[str] | None = None,
) -> None:
"""Init performance optimizations data collector."""
self.model = model
- self.device = device
+ self.target = target
self.optimizations = optimizations
self.backends = backends
@@ -148,7 +148,7 @@ class EthosUOptimizationPerformance(ContextAwareDataCollector):
estimator = EthosUPerformanceEstimator(
self.context,
- self.device,
+ self.target,
self.backends,
)
original_metrics, *optimized_metrics = estimate_performance(