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INDA_ML
Swarm Split Learning
Commits
042a75eb
Commit
042a75eb
authored
11 months ago
by
Sven Michael Lechner
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chore(parallel): log adaptive threshold value per round
parent
371c805e
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2 merge requests
!18
Merge in main
,
!11
chore: experiment files for adaptive threshold mechanism
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edml/config/controller/adaptive_threshold_fn/dynamic.yaml
+4
-4
4 additions, 4 deletions
edml/config/controller/adaptive_threshold_fn/dynamic.yaml
edml/controllers/parallel_split_controller.py
+1
-0
1 addition, 0 deletions
edml/controllers/parallel_split_controller.py
with
5 additions
and
4 deletions
edml/config/controller/adaptive_threshold_fn/dynamic.yaml
+
4
−
4
View file @
042a75eb
name
:
log_decay_at
_target_
:
edml.controllers.adaptive_threshold_mechanism.dynamic.LogarithmicDecayAdaptiveThresholdFn
starting_value
:
???
approach_value
:
???
decay_rate
:
1.0
name
:
log_decay_at
starting_value
:
4
approach_value
:
1
decay_rate
:
0.05
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edml/controllers/parallel_split_controller.py
+
1
−
0
View file @
042a75eb
...
...
@@ -49,6 +49,7 @@ class ParallelSplitController(BaseController):
# Start parallel training of all client devices.
adaptive_threshold
=
self
.
_adaptive_threshold_fn
.
invoke
(
i
)
self
.
logger
.
log
({
"
adaptive-threshold
"
:
adaptive_threshold
})
training_response
=
self
.
request_dispatcher
.
train_parallel_on_server
(
server_device_id
=
server_device_id
,
epochs
=
1
,
...
...
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