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anirudhacharyaanirudhacharya
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Perf benchmark (#31)
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‎benchmarks/alarm_spec.json‎

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[
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{
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"AlarmName": "SMProfiler TF2 p3.16x change in TrainingTime for profiler_fully_enabled vs smdebug_enabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for profiler_fully_enabled compared to smdebug_enabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p3.16xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 28,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p3.16x change in TrainingTime for system_profiler_enabled vs smdebug_enabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for system_profiler_enabled compared to smdebug_enabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p3.16xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 18,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p3.16x change in TrainingTime for framework_profiler_enabled vs smdebug_enabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for framework_profiler_enabled compared to smdebug_enabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p3.16xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 16,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p3.16x change in TrainingTime for profiler_fully_enabled vs profiler_disabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for profiler_fully_enabled compared to profiler_disabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p3.16xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 31,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p3.16x change in TrainingTime for system_profiler_enabled vs profiler_disabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for system_profiler_enabled compared to profiler_disabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p3.16xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 2,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p3.16x change in TrainingTime for framework_profiler_enabled vs profiler_disabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for framework_profiler_enabled compared to profiler_disabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p3.16xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 20,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p2.8x change in TrainingTime for profiler_fully_enabled vs smdebug_enabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for profiler_fully_enabled compared to smdebug_enabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p2.8xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"Threshold": 4,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p2.8x change in TrainingTime for system_profiler_enabled vs smdebug_enabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for system_profiler_enabled compared to smdebug_enabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p2.8xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 30,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p2.8x change in TrainingTime for framework_profiler_enabled vs smdebug_enabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for framework_profiler_enabled compared to smdebug_enabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p2.8xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 5,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p2.8x change in TrainingTime for profiler_fully_enabled vs profiler_disabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for profiler_fully_enabled compared to profiler_disabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p2.8xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 20,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p2.8x change in TrainingTime for system_profiler_enabled vs profiler_disabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for system_profiler_enabled compared to profiler_disabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p2.8xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 15,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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},
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{
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"AlarmName": "SMProfiler TF2 p2.8x change in TrainingTime for framework_profiler_enabled vs profiler_disabled",
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"ActionsEnabled": true,
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"MetricName": "Change in TrainingTimeInSeconds for framework_profiler_enabled compared to profiler_disabled",
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"Namespace": "smprofiler-TF2-resnet50-ml.p2.8xlarge",
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"Statistic": "Maximum",
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"Period": 86400,
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"EvaluationPeriods": 1,
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"Threshold": 3,
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"ComparisonOperator": "GreaterThanThreshold",
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"TreatMissingData": "missing"
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}
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]

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