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authorFabian Mastenbroek <mail.fabianm@gmail.com>2022-06-15 22:01:34 +0200
committerFabian Mastenbroek <mail.fabianm@gmail.com>2022-06-15 22:23:59 +0200
commit282f199e6f16350123a915b06faff62ca82be91b (patch)
treeb2b698d85f7397ef67485d52128a9390f40f7252 /opendc-experiments/opendc-experiments-tf20
parentf51bf570f143faf69e3ae361cceac5f0c2420d88 (diff)
fix(sim/compute): Always recompute power usage
This change fixes an issue in the `SimBareMetalMachine` implementation where the power usage was only updated after a non-zero duration. However, this would mean that OpenDC would possibly report incorrect power usage values when multiple convergence calls occured at the same timestamp.
Diffstat (limited to 'opendc-experiments/opendc-experiments-tf20')
-rw-r--r--opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/TensorFlowTest.kt45
-rw-r--r--opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/core/SimTFDeviceTest.kt2
2 files changed, 44 insertions, 3 deletions
diff --git a/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/TensorFlowTest.kt b/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/TensorFlowTest.kt
index 7d72b48d..328f1326 100644
--- a/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/TensorFlowTest.kt
+++ b/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/TensorFlowTest.kt
@@ -26,10 +26,12 @@ import org.junit.jupiter.api.Assertions.assertEquals
import org.junit.jupiter.api.Test
import org.junit.jupiter.api.assertAll
import org.opendc.experiments.tf20.core.SimTFDevice
+import org.opendc.experiments.tf20.distribute.MirroredStrategy
import org.opendc.experiments.tf20.distribute.OneDeviceStrategy
import org.opendc.experiments.tf20.util.MLEnvironmentReader
import org.opendc.simulator.compute.power.LinearPowerModel
import org.opendc.simulator.core.runBlockingSimulation
+import java.util.*
/**
* Integration test suite for the TensorFlow application model in OpenDC.
@@ -61,7 +63,7 @@ class TensorFlowTest {
val stats = device.getDeviceStats()
assertAll(
{ assertEquals(3309694252, clock.millis()) },
- { assertEquals(8.2520933087E8, stats.energyUsage) }
+ { assertEquals(8.27423563E8, stats.energyUsage) }
)
}
@@ -91,7 +93,46 @@ class TensorFlowTest {
val stats = device.getDeviceStats()
assertAll(
{ assertEquals(176230322904, clock.millis()) },
- { assertEquals(4.296544914744E10, stats.energyUsage) }
+ { assertEquals(4.4057580726E10, stats.energyUsage) }
+ )
+ }
+
+ /**
+ * Smoke test that tests the capabilities of the TensorFlow application model in OpenDC.
+ */
+ @Test
+ fun testSmokeDistribute() = runBlockingSimulation {
+ val envInput = checkNotNull(TensorFlowTest::class.java.getResourceAsStream("/kth.json"))
+ val def = MLEnvironmentReader().readEnvironment(envInput).first()
+
+ val deviceA = SimTFDevice(
+ def.uid, def.meta["gpu"] as Boolean, coroutineContext, clock, def.model.cpus[0], def.model.memory[0],
+ LinearPowerModel(250.0, 60.0)
+ )
+
+ val deviceB = SimTFDevice(
+ UUID.randomUUID(), def.meta["gpu"] as Boolean, coroutineContext, clock, def.model.cpus[0], def.model.memory[0],
+ LinearPowerModel(250.0, 60.0)
+ )
+
+ val strategy = MirroredStrategy(listOf(deviceA, deviceB))
+ val batchSize = 32
+ val model = AlexNet(batchSize.toLong())
+ model.use {
+ it.compile(strategy)
+
+ it.fit(epochs = 9088 / batchSize, batchSize = batchSize)
+ }
+
+ deviceA.close()
+ deviceB.close()
+
+ val statsA = deviceA.getDeviceStats()
+ val statsB = deviceB.getDeviceStats()
+ assertAll(
+ { assertEquals(1704994000, clock.millis()) },
+ { assertEquals(4.262485E8, statsA.energyUsage) },
+ { assertEquals(4.262485E8, statsB.energyUsage) }
)
}
}
diff --git a/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/core/SimTFDeviceTest.kt b/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/core/SimTFDeviceTest.kt
index 21d30250..051d5730 100644
--- a/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/core/SimTFDeviceTest.kt
+++ b/opendc-experiments/opendc-experiments-tf20/src/test/kotlin/org/opendc/experiments/tf20/core/SimTFDeviceTest.kt
@@ -69,7 +69,7 @@ internal class SimTFDeviceTest {
assertAll(
{ assertEquals(3681, clock.millis()) },
- { assertEquals(325.75, stats.energyUsage) }
+ { assertEquals(749.25, stats.energyUsage) }
)
}
}