VictorMylle/Thesis
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Updated thesis

Browse Source
This commit is contained in:
Victor Mylle
2024-05-12 11:18:03 +02:00
parent 465bcf7d8b
commit bc33b0368d
4 changed files with 3 additions and 3 deletions
Download Patch File Download Diff File Expand all files Collapse all files

BIN
Reports/Thesis/verslag 13.synctex.gz
View File

Binary file not shown.

BIN
Reports/Thesis/verslag 16.synctex.gz
View File

Binary file not shown.

BIN
Reports/Thesis/verslag 17.synctex.gz
View File

Binary file not shown.

6
src/training_scripts/diffusion_training.py
View File

@@ -2,7 +2,7 @@ from src.utils.clearml import ClearMLHelper
clearml_helper = ClearMLHelper(project_name="Thesis/NrvForecast") clearml_helper = ClearMLHelper(project_name="Thesis/NrvForecast")
task = clearml_helper.get_task( task = clearml_helper.get_task(
task_name="Diffusion Training (GRUs): hidden_sizes=[1024, 1024] (300 steps), lr=0.0001, time_dim=8 + NRV + L + W + PV + NP", task_name="Diffusion Training (GRU - 2048): hidden_sizes=[512, 512] (300 steps), lr=0.0001, time_dim=8 + NRV + L + W + PV + NP",
) )
task.execute_remotely(queue_name="default", exit_process=True) task.execute_remotely(queue_name="default", exit_process=True)
@@ -42,7 +42,7 @@ print("Input dim: ", inputDim)
model_parameters = { model_parameters = {
"epochs": 15000, "epochs": 15000,
"learning_rate": 0.0001, "learning_rate": 0.0001,
"hidden_sizes": [1024, 1024], "hidden_sizes": [512, 512],
"time_dim": 8, "time_dim": 8,
} }
@@ -61,7 +61,7 @@ model = GRUDiffusionModel(
model_parameters["hidden_sizes"], model_parameters["hidden_sizes"],
other_inputs_dim=inputDim[2], other_inputs_dim=inputDim[2],
time_dim=model_parameters["time_dim"], time_dim=model_parameters["time_dim"],
gru_hidden_size=512, gru_hidden_size=2048,
) )
### Policy Evaluator ### ### Policy Evaluator ###