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This commit is contained in:
HengZhang 2024-11-27 16:34:51 +08:00
parent 86a0728d63
commit 2d67a447d6
12 changed files with 36 additions and 36 deletions
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6
exp/MAE/D3/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110212 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110212
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/MAE/D4/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014105414 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014105414
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/MAE/D7/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014104845 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014104845
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/MAE/D8/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110136 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110136
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/MAPE/D3/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113174615 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113174615
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/MAPE/D4/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113164251 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113164251
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/MAPE/D7/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.0015_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.0015_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.0015_lstep1 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.0015_lstep1
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/MAPE/D8/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241113113355 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241113113355
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/RMSE/D3/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114094505 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114094505
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/RMSE/D4/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114115817 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114115817
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/RMSE/D7/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115830 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115830
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0

6
exp/RMSE/D8/config.yaml
View File

@ -153,7 +153,7 @@ eval:
split: split:
- test - test
- val - val
expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1 expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
expname_tag: '' expname_tag: ''
feat_engr: feat_engr:
num_bins: 5 num_bins: 5
@ -334,14 +334,14 @@ 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
use_week: true use_week: true
nbafl: nbafl:
use: false use: false
outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115846 outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115846
personalization: personalization:
K: 5 K: 5
beta: 1.0 beta: 1.0