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author | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2023-02-02 14:02:05 +0000 |
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committer | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2023-02-10 13:45:18 +0000 |
commit | 7a661257b6adad0c8f53e32b42ced56a1e7d952f (patch) | |
tree | 938ad8578c5b9edc0573e810ce64ce0a5bda3d8c /tests/test_target_ethos_u_data_analysis.py | |
parent | 50271dee0a84bfc481ce798184f07b5b0b4bc64d (diff) | |
download | mlia-7a661257b6adad0c8f53e32b42ced56a1e7d952f.tar.gz |
MLIA-769 Expand use of target/backend registries
- Use the target/backend registries to avoid hard-coded names.
- Cache target profiles to avoid re-loading them
Change-Id: I474b7c9ef23894e1d8a3ea06d13a37652054c62e
Diffstat (limited to 'tests/test_target_ethos_u_data_analysis.py')
-rw-r--r-- | tests/test_target_ethos_u_data_analysis.py | 9 |
1 files changed, 6 insertions, 3 deletions
diff --git a/tests/test_target_ethos_u_data_analysis.py b/tests/test_target_ethos_u_data_analysis.py index e919f5d..8e63946 100644 --- a/tests/test_target_ethos_u_data_analysis.py +++ b/tests/test_target_ethos_u_data_analysis.py @@ -3,6 +3,8 @@ """Tests for Ethos-U data analysis module.""" from __future__ import annotations +from typing import cast + import pytest from mlia.backend.vela.compat import NpuSupported @@ -23,6 +25,7 @@ from mlia.target.ethos_u.performance import MemoryUsage from mlia.target.ethos_u.performance import NPUCycles from mlia.target.ethos_u.performance import OptimizationPerformanceMetrics from mlia.target.ethos_u.performance import PerformanceMetrics +from mlia.target.registry import profile def test_perf_metrics_diff() -> None: @@ -84,7 +87,7 @@ def test_perf_metrics_diff() -> None: [ OptimizationPerformanceMetrics( PerformanceMetrics( - EthosUConfiguration.load_profile("ethos-u55-256"), + cast(EthosUConfiguration, profile("ethos-u55-256")), NPUCycles(1, 2, 3, 4, 5, 6), # memory metrics are in kilobytes MemoryUsage(*[i * 1024 for i in range(1, 6)]), # type: ignore @@ -95,7 +98,7 @@ def test_perf_metrics_diff() -> None: OptimizationSettings("pruning", 0.5, None), ], PerformanceMetrics( - EthosUConfiguration.load_profile("ethos-u55-256"), + cast(EthosUConfiguration, profile("ethos-u55-256")), NPUCycles(1, 2, 3, 4, 5, 6), # memory metrics are in kilobytes MemoryUsage( @@ -127,7 +130,7 @@ def test_perf_metrics_diff() -> None: [ OptimizationPerformanceMetrics( PerformanceMetrics( - EthosUConfiguration.load_profile("ethos-u55-256"), + cast(EthosUConfiguration, profile("ethos-u55-256")), NPUCycles(1, 2, 3, 4, 5, 6), # memory metrics are in kilobytes MemoryUsage(*[i * 1024 for i in range(1, 6)]), # type: ignore |