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Scripts/mainpaperspacev1.py

@@ -616,7 +616,7 @@ def dbtrain(Resume_Training, UNet_Training_Steps, UNet_Learning_Rate, Text_Encod
         --resolution='+str(Resolution)+' \
         --mixed_precision='+str(precision)+' \
         --train_batch_size=1 \
-        --gradient_accumulation_steps=1 \
+        --gradient_accumulation_steps=1 --gradient_checkpointing \
         --use_8bit_adam \
         --learning_rate='+str(Text_Encoder_Learning_Rate)+' \
         --lr_scheduler="linear" \
@@ -646,7 +646,7 @@ def dbtrain(Resume_Training, UNet_Training_Steps, UNet_Learning_Rate, Text_Encod
         --resolution='+str(Resolution)+' \
         --mixed_precision='+str(precision)+' \
         --train_batch_size=1 \
-        --gradient_accumulation_steps=1 \
+        --gradient_accumulation_steps=1 --gradient_checkpointing \
         --use_8bit_adam \
         --learning_rate='+str(UNet_Learning_Rate)+' \
         --lr_scheduler="linear" \

Scripts/mainpaperspacev2.py

@@ -664,7 +664,7 @@ def dbtrainv2(Resume_Training, UNet_Training_Steps, UNet_Learning_Rate, Text_Enc
         --resolution='+str(Resolution)+' \
         --mixed_precision='+str(precision)+' \
         --train_batch_size=1 \
-        --gradient_accumulation_steps=1 \
+        --gradient_accumulation_steps=1 --gradient_checkpointing \
         --use_8bit_adam \
         --learning_rate='+str(Text_Encoder_Learning_Rate)+' \
         --lr_scheduler="linear" \
@@ -693,7 +693,7 @@ def dbtrainv2(Resume_Training, UNet_Training_Steps, UNet_Learning_Rate, Text_Enc
         --resolution='+str(Resolution)+' \
         --mixed_precision='+str(precision)+' \
         --train_batch_size=1 \
-        --gradient_accumulation_steps=1 \
+        --gradient_accumulation_steps=1 --gradient_checkpointing \
         --use_8bit_adam \
         --learning_rate='+str(UNet_Learning_Rate)+' \
         --lr_scheduler="linear" \