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# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import treetable as tt
from .._base_explorers import BaseExplorer
class CompressionExplorer(BaseExplorer):
eval_metrics = ["sisnr", "visqol"]
def stages(self):
return ["train", "valid", "evaluate"]
def get_grid_meta(self):
"""Returns the list of Meta information to display for each XP/job.
"""
return [
tt.leaf("index", align=">"),
tt.leaf("name", wrap=140),
tt.leaf("state"),
tt.leaf("sig", align=">"),
]
def get_grid_metrics(self):
"""Return the metrics that should be displayed in the tracking table.
"""
return [
tt.group(
"train",
[
tt.leaf("epoch"),
tt.leaf("bandwidth", ".2f"),
tt.leaf("adv", ".4f"),
tt.leaf("d_loss", ".4f"),
],
align=">",
),
tt.group(
"valid",
[
tt.leaf("bandwidth", ".2f"),
tt.leaf("adv", ".4f"),
tt.leaf("msspec", ".4f"),
tt.leaf("sisnr", ".2f"),
],
align=">",
),
tt.group(
"evaluate", [tt.leaf(name, ".3f") for name in self.eval_metrics], align=">"
),
]
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