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Milos Vujasinovic
decentralizepy
Commits
1effbc35
Commit
1effbc35
authored
3 years ago
by
Rishi Sharma
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Partial Model multi-machine
parent
18c957e9
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Changes
2
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2 changed files
eval/config.ini
+3
-3
3 additions, 3 deletions
eval/config.ini
src/decentralizepy/communication/TCP.py
+8
-8
8 additions, 8 deletions
src/decentralizepy/communication/TCP.py
with
11 additions
and
11 deletions
eval/config.ini
+
3
−
3
View file @
1effbc35
...
...
@@ -2,7 +2,7 @@
dataset_package
=
decentralizepy.datasets.Femnist
dataset_class
=
Femnist
model_class
=
CNN
n_procs
=
4
n_procs
=
16
train_dir
=
/home/risharma/Gitlab/decentralizepy/leaf/data/femnist/per_user_data/train
test_dir
=
/home/risharma/Gitlab/decentralizepy/leaf/data/femnist/data/test
; python list of fractions below
...
...
@@ -16,7 +16,7 @@ lr = 0.01
[TRAIN_PARAMS]
training_package
=
decentralizepy.training.GradientAccumulator
training_class
=
GradientAccumulator
epochs_per_round
=
2
epochs_per_round
=
3
batch_size
=
1024
shuffle
=
True
loss_package
=
torch.nn
...
...
@@ -30,4 +30,4 @@ addresses_filepath = ip_addr_6Machines.json
[SHARING]
sharing_package
=
decentralizepy.sharing.PartialModel
sharing_class
=
PartialModel
alpha
=
0.95
\ No newline at end of file
alpha
=
1.0
\ No newline at end of file
This diff is collapsed.
Click to expand it.
src/decentralizepy/communication/TCP.py
+
8
−
8
View file @
1effbc35
...
...
@@ -68,16 +68,16 @@ class TCP(Communication):
sender
,
recv
=
self
.
router
.
recv_multipart
()
if
recv
==
HELLO
:
logging
.
info
(
"
Rec
i
eved {} from {}
"
.
format
(
HELLO
,
sender
))
logging
.
info
(
"
Rece
i
ved {} from {}
"
.
format
(
HELLO
,
sender
))
self
.
barrier
.
add
(
sender
)
elif
recv
==
BYE
:
logging
.
info
(
"
Rec
i
eved {} from {}
"
.
format
(
BYE
,
sender
))
logging
.
info
(
"
Rece
i
ved {} from {}
"
.
format
(
BYE
,
sender
))
raise
RuntimeError
(
"
A neighbour wants to disconnect before training started!
"
)
else
:
logging
.
debug
(
"
Rec
i
eved message from {} @ connect_neighbors
"
.
format
(
sender
)
"
Rece
i
ved message from {} @ connect_neighbors
"
.
format
(
sender
)
)
self
.
peer_deque
.
append
(
self
.
decrypt
(
sender
,
recv
))
...
...
@@ -91,16 +91,16 @@ class TCP(Communication):
sender
,
recv
=
self
.
router
.
recv_multipart
()
if
recv
==
HELLO
:
logging
.
info
(
"
Rec
i
eved {} from {}
"
.
format
(
HELLO
,
sender
))
logging
.
info
(
"
Rece
i
ved {} from {}
"
.
format
(
HELLO
,
sender
))
raise
RuntimeError
(
"
A neighbour wants to connect when everyone is connected!
"
)
elif
recv
==
BYE
:
logging
.
info
(
"
Rec
i
eved {} from {}
"
.
format
(
BYE
,
sender
))
logging
.
info
(
"
Rece
i
ved {} from {}
"
.
format
(
BYE
,
sender
))
self
.
barrier
.
remove
(
sender
)
return
self
.
receive
()
else
:
logging
.
debug
(
"
Rec
i
eved message from {}
"
.
format
(
sender
))
logging
.
debug
(
"
Rece
i
ved message from {}
"
.
format
(
sender
))
return
self
.
decrypt
(
sender
,
recv
)
def
send
(
self
,
uid
,
data
):
...
...
@@ -117,11 +117,11 @@ class TCP(Communication):
while
len
(
self
.
barrier
):
sender
,
recv
=
self
.
router
.
recv_multipart
()
if
recv
==
BYE
:
logging
.
info
(
"
Rec
i
eved {} from {}
"
.
format
(
BYE
,
sender
))
logging
.
info
(
"
Rece
i
ved {} from {}
"
.
format
(
BYE
,
sender
))
self
.
barrier
.
remove
(
sender
)
else
:
logging
.
critical
(
"
Rec
i
eved unexpected {} from {}
"
.
format
(
recv
,
sender
)
"
Rece
i
ved unexpected {} from {}
"
.
format
(
recv
,
sender
)
)
raise
RuntimeError
(
"
Received a message when expecting BYE from {}
"
.
format
(
sender
)
...
...
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