update CMS checkpoint to epoch 18

cms/v2.1.0/pyg-cms_20241101_090645_682892/.gitattributes

@@ -2,3 +2,9 @@ plots_checkpoint-08-2.986092 filter=lfs diff=lfs merge=lfs -text
 runs/ filter=lfs diff=lfs merge=lfs -text
 checkpoints/ filter=lfs diff=lfs merge=lfs -text
 preds_checkpoint-08-2.986092 filter=lfs diff=lfs merge=lfs -text
+plots_checkpoint-18-2.778778/ filter=lfs diff=lfs merge=lfs -text
+checkpoints/checkpoint-08-2.986092.pth filter=lfs diff=lfs merge=lfs -text
+checkpoints/checkpoint-18-2.778778.onnx filter=lfs diff=lfs merge=lfs -text
+checkpoints/checkpoint-18-2.778778.pth filter=lfs diff=lfs merge=lfs -text
+runs/train filter=lfs diff=lfs merge=lfs -text
+runs/valid filter=lfs diff=lfs merge=lfs -text

cms/v2.1.0/pyg-cms_20241101_090645_682892/README.md

@@ -9,18 +9,18 @@ The performance is measured with respect to generator-level jets and MET compute
 <details>
   <summary>Jet performance</summary>
   
-  <img src="plots_checkpoint-08-2.986092/cms_pf_qcd/jet_response_iqr_over_med_pt.png" alt="ttbar jet resolution" width="300"/>
-  <img src="plots_checkpoint-08-2.986092/cms_pf_ttbar/jet_response_iqr_over_med_pt.png" alt="qq jet resolution" width="300"/>
-  <img src="plots_checkpoint-08-2.986092/cms_pf_ztt/jet_response_iqr_over_med_pt.png" alt="ttbar jet resolution" width="300"/>
+  <img src="plots_checkpoint-18-2.778778/cms_pf_qcd/jet_response_iqr_over_med_pt.png" alt="ttbar jet resolution" width="300"/>
+  <img src="plots_checkpoint-18-2.778778/cms_pf_ttbar/jet_response_iqr_over_med_pt.png" alt="qq jet resolution" width="300"/>
+  <img src="plots_checkpoint-18-2.778778/cms_pf_ztt/jet_response_iqr_over_med_pt.png" alt="ttbar jet resolution" width="300"/>
 
 </details>
 
 <details>
   <summary>MET performance</summary>
   
-  <img src="plots_checkpoint-08-2.986092/cms_pf_qcd/met_response_iqr_over_med.png" alt="ttbar MET resolution" width="300"/>
-  <img src="plots_checkpoint-08-2.986092/cms_pf_ttbar/met_response_iqr_over_med.png" alt="qq MET resolution" width="300"/>
-  <img src="plots_checkpoint-08-2.986092/cms_pf_ztt/met_response_iqr_over_med.png" alt="ttbar MET resolution" width="300"/>
+  <img src="plots_checkpoint-18-2.778778/cms_pf_qcd/met_response_iqr_over_med.png" alt="ttbar MET resolution" width="300"/>
+  <img src="plots_checkpoint-18-2.778778/cms_pf_ttbar/met_response_iqr_over_med.png" alt="qq MET resolution" width="300"/>
+  <img src="plots_checkpoint-18-2.778778/cms_pf_ztt/met_response_iqr_over_med.png" alt="ttbar MET resolution" width="300"/>
 
 </details>
 
@@ -63,7 +63,7 @@ git clone https://huggingface.co/jpata/particleflow models
 ```
 
 ## Training Details
-Trained on 8x MI250X for 8 epochs over ~8 days.
+Trained on 8x MI250X for 18 epochs over ~26 days.
 The training was continued multiple times from a checkpoint due to the 24h time limit.
 
 ### Training Data