--- a
+++ b/scripts/run_experiments.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+
+for pretrained in True False
+do
+    for model in r2plus1d_18 r3d_18 mc3_18
+    do
+        for frames in 96 64 32 16 8 4 1
+        do
+            batch=$((256 / frames))
+            batch=$(( batch > 16 ? 16 : batch ))
+
+            cmd="import echonet; echonet.utils.video.run(modelname=\"${model}\", frames=${frames}, period=1, pretrained=${pretrained}, batch_size=${batch})"
+            python3 -c "${cmd}"
+        done
+        for period in 2 4 6 8
+        do
+            batch=$((256 / 64 * period))
+            batch=$(( batch > 16 ? 16 : batch ))
+
+            cmd="import echonet; echonet.utils.video.run(modelname=\"${model}\", frames=(64 // ${period}), period=${period}, pretrained=${pretrained}, batch_size=${batch})"
+            python3 -c "${cmd}"
+        done
+    done
+done
+
+period=2
+pretrained=True
+for model in r2plus1d_18 r3d_18 mc3_18
+do
+    cmd="import echonet; echonet.utils.video.run(modelname=\"${model}\", frames=(64 // ${period}), period=${period}, pretrained=${pretrained}, run_test=True)"
+    python3 -c "${cmd}"
+done
+
+python3 -c "import echonet; echonet.utils.segmentation.run(modelname=\"deeplabv3_resnet50\",  save_segmentation=True, pretrained=False)"
+
+pretrained=True
+model=r2plus1d_18
+period=2
+batch=$((256 / 64 * period))
+batch=$(( batch > 16 ? 16 : batch ))
+for patients in 16 32 64 128 256 512 1024 2048 4096 7460
+do
+    cmd="import echonet; echonet.utils.video.run(modelname=\"${model}\", frames=(64 // ${period}), period=${period}, pretrained=${pretrained}, batch_size=${batch}, num_epochs=min(50 * (8192 // ${patients}), 200), output=\"output/training_size/video/${patients}\", n_train_patients=${patients})"
+    python3 -c "${cmd}"
+    cmd="import echonet; echonet.utils.segmentation.run(modelname=\"deeplabv3_resnet50\", pretrained=False, num_epochs=min(50 * (8192 // ${patients}), 200), output=\"output/training_size/segmentation/${patients}\", n_train_patients=${patients})"
+    python3 -c "${cmd}"
+
+done
+