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2022-05-06refactor(exp/tf20): Convert experiment into integration testFabian Mastenbroek
This change removes the `TensorFlowExperiment` in favour of an integration test that can be run during CI invocations. Given that the experiment was not very sophisticated (in terms of data collection), we believe it is better suited as an integration test.
2022-05-06refactor(exp/tf20): Remove OpenTelemetry from TF20 experimentFabian Mastenbroek
This change removes the OpenTelemetry integration from the OpenDC Tensorflow 2020 experiments. Previously, we chose to integrate OpenTelemetry to provide a unified way to report metrics to the users. See the previous commit removing it from the "Compute" modules for the reasoning behind this change.
2022-05-06refactor(exp/tf20): Directly expose device stats stats to userFabian Mastenbroek
This change updates the `TFDevice` interface to directly expose statistics about the accelerator device to the user. Previously, the user had to access these values through OpenTelemetry, which required substantial extra work.
2021-05-09exp: Model TensorFlow compute devicesWenchen Lai