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Reproducing Results

Created on November 30|Last edited on November 30

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Different results with same hyper-parametersAdd markdown, images, and LaTeX\LaTeXLATE​X
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diff only
resilient-sweep-1
leafy-sweep-1
meta
runtime
runtime
8m 25s
8m 56s
config
dataset_params
interpolate
method
method
back_forward
back_forward
batch_size
batch_size
4
4
class
class
default
default
forecast_history
forecast_history
8
8
forecast_length
forecast_length
1
1
relevant_cols
relevant_cols
["cfs1","precip","temp","month"]
["cfs1","precip","temp","month"]
scaler
scaler
RobustScaler
RobustScaler
sort_column
sort_column
hour_updated
hour_updated
target_col
target_col
["cfs1"]
["cfs1"]
test_end
test_end
3740
3740
test_path
test_path
day_addition/01064118KPWM_flow.csv
day_addition/01064118KPWM_flow.csv
train_end
train_end
35000
35000
training_path
training_path
day_addition/01064118KPWM_flow.csv
day_addition/01064118KPWM_flow.csv
valid_end
valid_end
37000
37000
valid_start
valid_start
35001
35001
validation_path
validation_path
day_addition/01064118KPWM_flow.csv
day_addition/01064118KPWM_flow.csv
inference_params
dataset_params
interpolate_param
method
method
back_forward
back_forward
file_path
file_path
day_addition/01064118KPWM_flow.csv
day_addition/01064118KPWM_flow.csv
forecast_history
forecast_history
8
8
forecast_length
forecast_length
1
1
relevant_cols
relevant_cols
["cfs1","precip","temp","month"]
["cfs1","precip","temp","month"]
scaling
scaling
RobustScaler
RobustScaler
sort_column
sort_column
hour_updated
hour_updated
target_col
target_col
["cfs1"]
["cfs1"]
decoder_params
decoder_function
decoder_function
simple_decode
simple_decode
Run set2
Name2 visualized
peach-sweep-2
peach-sweep-2
vague-sweep-35
vague-sweep-35
balmy-sweep-34
balmy-sweep-34
unique-sweep-33
unique-sweep-33
glad-sweep-32
glad-sweep-32
peach-sweep-31
peach-sweep-31
tough-sweep-30
tough-sweep-30
visionary-sweep-29
visionary-sweep-29
fragrant-sweep-28
fragrant-sweep-28
celestial-sweep-27
celestial-sweep-27
State
Notes
User
Tags
Created
Runtime
Sweep
GCS
batch_size
dataset_params.batch_size
dataset_params.class
dataset_params.feature_param.dataset_params.hour
dataset_params.feature_param.dataset_params.month
dataset_params.feature_param.datetime_param.hour
dataset_params.feature_param.datetime_param.month
dataset_params.feature_param.datetime_params.day
dataset_params.feature_param.datetime_params.day_of_week
dataset_params.feature_param.datetime_params.hour
dataset_params.feature_param.datetime_params.month
dataset_params.feature_params.datetime_param.hour
dataset_params.feature_params.datetime_param.month
dataset_params.feature_params.datetime_params.hour
dataset_params.feature_params.datetime_params.month
dataset_params.forecast_history
dataset_params.forecast_length
dataset_params.forecast_test_len
dataset_params.interpolate
dataset_params.interpolate.interpolate_params.relevant_cols
dataset_params.interpolate.method
dataset_params.interpolate.params.relevant_colimns
dataset_params.interpolate.params.relevant_cols
dataset_params.interpolate.params.relevant_columns
dataset_params.interpolate_param
dataset_params.interpolate_param.interpolate_param.relevant_cols
dataset_params.interpolate_param.interpolate_params.relevant_cols
dataset_params.interpolate_param.method
dataset_params.no_scale
dataset_params.no_scale_targ
dataset_params.num_workers
dataset_params.pin_memory
dataset_params.relevant_cols
dataset_params.scaled_cols
dataset_params.scaler
dataset_params.scaler_params.feature_range
dataset_params.scaler_params.range
dataset_params.scaling
dataset_params.seq_length
dataset_params.shuffle
dataset_params.sort_column
dataset_params.target_col
dataset_params.temporal_feats
Crashed
igodfried
2y ago
32m 3s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
43m 45s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
43m 48s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
26m 41s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
26m 12s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
24m 59s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
17m 2s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
18m 8s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
17m 55s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
Finished
igodfried
2y ago
13m 52s
Default sweep
false
200
200
default
-
-
-
-
-
-
cyclical
cyclical
-
-
-
-
13
1
-
-
-
back_forward_generic
-
-
["cfs","tmpf","p01m","dwpf"]
-
-
-
-
-
-
12
true
["cfs","tmpf","p01m","dwpf"]
-
StandardScaler
-
-
-
-
-
datetime
["cfs"]
-
1-10
of 19,837
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Run set19837
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