Where can I look for the performance metrics generated by Amazon SageMaker Debugger/Profiler?
Where can I find the Performance Metrics generated by SageMaker Debugger/Profiler?
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1.
from sagemaker.debugger import ProfilerConfigprofiler_config = ProfilerConfig( framework_profile_params=FrameworkProfile(start_step=1, num_steps=2) )2.
from sagemaker.debugger import TensorBoardOutputConfigtensorboard_output_config = TensorBoardOutputConfig(s3_output_path= << add your bucket name an folder >> )In your estimator - specify :
profiler_config= profiler_configandtensorboard_output_config=tensorboard_output_configTrain your model
Go to the s3 bucket specified for your training job name that is assigned in Sagemaker . You should see a report under rule-output > ProfilerReport *** > profiler-output/ > profiler-report.html