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This commit is contained in:
HengZhang 2024-11-27 16:23:45 +08:00
parent 84fddbb8cd
commit 7fc052eb49
12 changed files with 24 additions and 24 deletions
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4
exp/MAE/D3/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-10-14 11:02:24,039 (fed_runner:225) INFO: Client 8 has been set up ... 2024-10-14 11:02:24,039 (fed_runner:225) INFO: Client 8 has been set up ...
2024-10-14 11:02:24,058 (fed_runner:225) INFO: Client 9 has been set up ... 2024-10-14 11:02:24,058 (fed_runner:225) INFO: Client 9 has been set up ...
2024-10-14 11:02:24,083 (fed_runner:225) INFO: Client 10 has been set up ... 2024-10-14 11:02:24,083 (fed_runner:225) INFO: Client 10 has been set up ...
2024-10-14 11:02:24,084 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-10-14 11:02:24,084 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-10-14 11:02:24,085 (trainer:353) INFO: Num of original para names: 50. 2024-10-14 11:02:24,085 (trainer:353) INFO: Num of original para names: 50.
2024-10-14 11:02:24,085 (trainer:354) INFO: Num of original trainable para names: 50. 2024-10-14 11:02:24,085 (trainer:354) INFO: Num of original trainable para names: 50.
2024-10-14 11:02:24,085 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-10-14 11:02:24,085 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/MAE/D4/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-10-14 10:54:22,157 (fed_runner:225) INFO: Client 8 has been set up ... 2024-10-14 10:54:22,157 (fed_runner:225) INFO: Client 8 has been set up ...
2024-10-14 10:54:22,190 (fed_runner:225) INFO: Client 9 has been set up ... 2024-10-14 10:54:22,190 (fed_runner:225) INFO: Client 9 has been set up ...
2024-10-14 10:54:22,225 (fed_runner:225) INFO: Client 10 has been set up ... 2024-10-14 10:54:22,225 (fed_runner:225) INFO: Client 10 has been set up ...
2024-10-14 10:54:22,226 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-10-14 10:54:22,226 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-10-14 10:54:22,227 (trainer:353) INFO: Num of original para names: 50. 2024-10-14 10:54:22,227 (trainer:353) INFO: Num of original para names: 50.
2024-10-14 10:54:22,227 (trainer:354) INFO: Num of original trainable para names: 50. 2024-10-14 10:54:22,227 (trainer:354) INFO: Num of original trainable para names: 50.
2024-10-14 10:54:22,227 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-10-14 10:54:22,227 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/MAE/D7/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-10-14 10:50:22,545 (fed_runner:225) INFO: Client 8 has been set up ... 2024-10-14 10:50:22,545 (fed_runner:225) INFO: Client 8 has been set up ...
2024-10-14 10:50:22,560 (fed_runner:225) INFO: Client 9 has been set up ... 2024-10-14 10:50:22,560 (fed_runner:225) INFO: Client 9 has been set up ...
2024-10-14 10:50:22,580 (fed_runner:225) INFO: Client 10 has been set up ... 2024-10-14 10:50:22,580 (fed_runner:225) INFO: Client 10 has been set up ...
2024-10-14 10:50:22,580 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-10-14 10:50:22,580 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-10-14 10:50:22,583 (trainer:353) INFO: Num of original para names: 50. 2024-10-14 10:50:22,583 (trainer:353) INFO: Num of original para names: 50.
2024-10-14 10:50:22,583 (trainer:354) INFO: Num of original trainable para names: 50. 2024-10-14 10:50:22,583 (trainer:354) INFO: Num of original trainable para names: 50.
2024-10-14 10:50:22,583 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-10-14 10:50:22,583 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/MAE/D8/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-10-14 11:01:41,245 (fed_runner:225) INFO: Client 8 has been set up ... 2024-10-14 11:01:41,245 (fed_runner:225) INFO: Client 8 has been set up ...
2024-10-14 11:01:41,260 (fed_runner:225) INFO: Client 9 has been set up ... 2024-10-14 11:01:41,260 (fed_runner:225) INFO: Client 9 has been set up ...
2024-10-14 11:01:41,275 (fed_runner:225) INFO: Client 10 has been set up ... 2024-10-14 11:01:41,275 (fed_runner:225) INFO: Client 10 has been set up ...
2024-10-14 11:01:41,275 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-10-14 11:01:41,275 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-10-14 11:01:41,276 (trainer:353) INFO: Num of original para names: 50. 2024-10-14 11:01:41,276 (trainer:353) INFO: Num of original para names: 50.
2024-10-14 11:01:41,276 (trainer:354) INFO: Num of original trainable para names: 50. 2024-10-14 11:01:41,276 (trainer:354) INFO: Num of original trainable para names: 50.
2024-10-14 11:01:41,276 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-10-14 11:01:41,276 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/MAPE/D3/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-13 17:46:42,728 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-13 17:46:42,728 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-13 17:46:42,746 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-13 17:46:42,746 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-13 17:46:42,765 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-13 17:46:42,765 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-13 17:46:42,765 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-13 17:46:42,765 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-13 17:46:42,766 (trainer:353) INFO: Num of original para names: 50. 2024-11-13 17:46:42,766 (trainer:353) INFO: Num of original para names: 50.
2024-11-13 17:46:42,766 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-13 17:46:42,766 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-13 17:46:42,766 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-13 17:46:42,766 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/MAPE/D4/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-13 16:43:07,326 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-13 16:43:07,326 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-13 16:43:07,347 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-13 16:43:07,347 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-13 16:43:07,364 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-13 16:43:07,364 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-13 16:43:07,364 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-13 16:43:07,364 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-13 16:43:07,365 (trainer:353) INFO: Num of original para names: 50. 2024-11-13 16:43:07,365 (trainer:353) INFO: Num of original para names: 50.
2024-11-13 16:43:07,365 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-13 16:43:07,365 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-13 16:43:07,365 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-13 16:43:07,365 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/MAPE/D7/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-15 19:04:17,417 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-15 19:04:17,417 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-15 19:04:17,433 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-15 19:04:17,433 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-15 19:04:17,449 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-15 19:04:17,449 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-15 19:04:17,449 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-15 19:04:17,449 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-15 19:04:17,452 (trainer:353) INFO: Num of original para names: 50. 2024-11-15 19:04:17,452 (trainer:353) INFO: Num of original para names: 50.
2024-11-15 19:04:17,452 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-15 19:04:17,452 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-15 19:04:17,452 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-15 19:04:17,452 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/MAPE/D8/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-13 11:34:13,712 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-13 11:34:13,712 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-13 11:34:13,734 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-13 11:34:13,734 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-13 11:34:13,756 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-13 11:34:13,756 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-13 11:34:13,757 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-13 11:34:13,757 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-13 11:34:13,758 (trainer:353) INFO: Num of original para names: 50. 2024-11-13 11:34:13,758 (trainer:353) INFO: Num of original para names: 50.
2024-11-13 11:34:13,758 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-13 11:34:13,758 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-13 11:34:13,758 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-13 11:34:13,758 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/RMSE/D3/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-14 09:45:49,493 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-14 09:45:49,493 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-14 09:45:49,511 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-14 09:45:49,511 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-14 09:45:49,530 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-14 09:45:49,530 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-14 09:45:49,531 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-14 09:45:49,531 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-14 09:45:49,533 (trainer:353) INFO: Num of original para names: 50. 2024-11-14 09:45:49,533 (trainer:353) INFO: Num of original para names: 50.
2024-11-14 09:45:49,533 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-14 09:45:49,533 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-14 09:45:49,533 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-14 09:45:49,533 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/RMSE/D4/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-14 11:58:27,746 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-14 11:58:27,746 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-14 11:58:27,763 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-14 11:58:27,763 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-14 11:58:27,780 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-14 11:58:27,780 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-14 11:58:27,780 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-14 11:58:27,780 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-14 11:58:27,781 (trainer:353) INFO: Num of original para names: 50. 2024-11-14 11:58:27,781 (trainer:353) INFO: Num of original para names: 50.
2024-11-14 11:58:27,781 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-14 11:58:27,781 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-14 11:58:27,781 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-14 11:58:27,781 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/RMSE/D7/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-14 12:00:29,323 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-14 12:00:29,323 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-14 12:00:29,340 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-14 12:00:29,340 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-14 12:00:29,357 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-14 12:00:29,357 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-14 12:00:29,358 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-14 12:00:29,358 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-14 12:00:29,360 (trainer:353) INFO: Num of original para names: 50. 2024-11-14 12:00:29,360 (trainer:353) INFO: Num of original para names: 50.
2024-11-14 12:00:29,361 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-14 12:00:29,361 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-14 12:00:29,361 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-14 12:00:29,361 (trainer:356) INFO: Num of preserved para names in local update: 50.

4
exp/RMSE/D8/exp_print.log
View File

@ -319,7 +319,7 @@ model:
rnn_units: 64 rnn_units: 64
stage: stage:
task: TrafficFlowPrediction task: TrafficFlowPrediction
type: DDGCRN type: FedDGCN
use_bias: True use_bias: True
use_contrastive_loss: False use_contrastive_loss: False
use_day: True use_day: True
@ -407,7 +407,7 @@ wandb:
2024-11-14 11:59:04,617 (fed_runner:225) INFO: Client 8 has been set up ... 2024-11-14 11:59:04,617 (fed_runner:225) INFO: Client 8 has been set up ...
2024-11-14 11:59:04,637 (fed_runner:225) INFO: Client 9 has been set up ... 2024-11-14 11:59:04,637 (fed_runner:225) INFO: Client 9 has been set up ...
2024-11-14 11:59:04,655 (fed_runner:225) INFO: Client 10 has been set up ... 2024-11-14 11:59:04,655 (fed_runner:225) INFO: Client 10 has been set up ...
2024-11-14 11:59:04,655 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.DDGCRN.DDGCRN'>. 2024-11-14 11:59:04,655 (trainer:345) INFO: Model meta-info: <class 'federatedscope.trafficflow.model.FedDGCN.FedDGCN'>.
2024-11-14 11:59:04,656 (trainer:353) INFO: Num of original para names: 50. 2024-11-14 11:59:04,656 (trainer:353) INFO: Num of original para names: 50.
2024-11-14 11:59:04,656 (trainer:354) INFO: Num of original trainable para names: 50. 2024-11-14 11:59:04,656 (trainer:354) INFO: Num of original trainable para names: 50.
2024-11-14 11:59:04,656 (trainer:356) INFO: Num of preserved para names in local update: 50. 2024-11-14 11:59:04,656 (trainer:356) INFO: Num of preserved para names in local update: 50.