From eb5b206f7e1b08435378d2a02395307be55ee6f1 Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Tue, 6 Jul 2021 17:42:53 +0200
Subject: Refactoring data with attrs and refactor conf for hydra

---
 training/conf/lr_scheduler/one_cycle.yaml | 23 +++++++++++++++--------
 1 file changed, 15 insertions(+), 8 deletions(-)

(limited to 'training/conf/lr_scheduler/one_cycle.yaml')

diff --git a/training/conf/lr_scheduler/one_cycle.yaml b/training/conf/lr_scheduler/one_cycle.yaml
index 60a6f27..e8cb5c4 100644
--- a/training/conf/lr_scheduler/one_cycle.yaml
+++ b/training/conf/lr_scheduler/one_cycle.yaml
@@ -1,8 +1,15 @@
-type: OneCycleLR
-args:
-  interval: step
-  max_lr: 1.0e-3
-  three_phase: true
-  epochs: 64
-  steps_per_epoch: 633 # num_samples / batch_size
-monitor: val_loss
+_target_: torch.optim.lr_scheduler.OneCycleLR
+max_lr: 1.0e-3
+total_steps: None
+epochs: None
+steps_per_epoch: None
+pct_start: 0.3
+anneal_strategy: 'cos'
+cycle_momentum: True
+base_momentum: 0.85
+max_momentum: 0.95
+div_factor: 25.0
+final_div_factor: 10000.0
+three_phase: true
+last_epoch: -1
+verbose: false
-- 
cgit v1.2.3-70-g09d2