update configs

2024-11-02 15:11:45 +01:00
parent fb731be598
commit 6360d76d11
11 changed files with 95 additions and 266 deletions
@@ -1,38 +0,0 @@
-program: ./scripts/train.py
-project: wne-masters-thesis-testing
-command:
-  - ${env}
-  - ${interpreter}
-  - ${program}
-  - "./configs/experiments/temporal-fusion-btcusdt-gmadl.yaml"
-  - "--patience"
-  - "10"
-method: random
-metric:
-  goal: minimize
-  name: val_loss
-parameters:
-  past_window:
-    distribution: int_uniform
-    min: 20
-    max: 100
-  batch_size:
-    values: [64, 128, 256]
-  model:
-    parameters:
-      name:
-        value: "TemporalFusionTransformer"
-      share_single_variable_networks:
-        value: false
-      hidden_size:
-        values: [128, 256, 512, 1024]
-      dropout:
-        values: [0.0, 0.1, 0.2, 0.3]
-      attention_head_size:
-        values: [1, 2, 4, 6]
-      hidden_continuous_size: 
-        values: [4, 8, 16, 32]
-      learning_rate:
-        value: 0.001
-      optimizer:
-        value: "Adam"
@@ -1,36 +0,0 @@
-program: ./scripts/train.py
-project: wne-masters-thesis-testing
-command:
-  - ${env}
-  - ${interpreter}
-  - ${program}
-  - "./configs/experiments/temporal-fusion-btcusdt-quantile.yaml"
-method: random
-metric:
-  goal: minimize
-  name: val_loss
-parameters:
-  past_window:
-    distribution: int_uniform
-    min: 5
-    max: 100
-  batch_size:
-    values: [64, 128, 256]
-  model:
-    parameters:
-      name:
-        value: "TemporalFusionTransformer"
-      share_single_variable_networks:
-        value: false
-      hidden_size:
-        values: [128, 256, 512, 1024]
-      dropout:
-        values: [0.0, 0.1, 0.2, 0.3, 0.4]
-      attention_head_size:
-        values: [1, 2, 4, 6]
-      hidden_continuous_size: 
-        values: [4, 8, 16, 32]
-      learning_rate:
-        values: [0.01, 0.001, 0.0005, 0.0001]
-      optimizer:
-        values: ["Adam", "RMSProp", "Adagrad"]