diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/_CHECKPOINT_METADATA b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/_CHECKPOINT_METADATA
deleted file mode 100644
index 1d32a5853a31d47e3fd2313cd54f8c6a004e8db0..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/_CHECKPOINT_METADATA
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/assets/simulation-ur10e/norm_stats.json b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/assets/simulation-ur10e/norm_stats.json
deleted file mode 100644
index 88384b296c8399a2a91c74b861226b4118ddec78..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/assets/simulation-ur10e/norm_stats.json
+++ /dev/null
@@ -1,280 +0,0 @@
-{
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\ No newline at end of file
diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/params/_METADATA b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/params/_METADATA
deleted file mode 100644
index 6c718061c06e49e04232f6012c4ddc165fd946d9..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/params/_METADATA
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/params/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/params/_sharding
deleted file mode 100644
index 924608abdcb99abb3c864bb9d1bfca6eb60f780e..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/params/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/train_state/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/train_state/_sharding
deleted file mode 100644
index 5da66e0fbdd8a2815d7c0663e31bc70c7c658794..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/10000/train_state/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/_CHECKPOINT_METADATA b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/_CHECKPOINT_METADATA
deleted file mode 100644
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--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/_CHECKPOINT_METADATA
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/assets/simulation-ur10e/norm_stats.json b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/assets/simulation-ur10e/norm_stats.json
deleted file mode 100644
index 88384b296c8399a2a91c74b861226b4118ddec78..0000000000000000000000000000000000000000
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/params/_METADATA b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/params/_METADATA
deleted file mode 100644
index 6c718061c06e49e04232f6012c4ddc165fd946d9..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/params/_METADATA
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/params/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/params/_sharding
deleted file mode 100644
index 924608abdcb99abb3c864bb9d1bfca6eb60f780e..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/params/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/train_state/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/train_state/_sharding
deleted file mode 100644
index 5da66e0fbdd8a2815d7c0663e31bc70c7c658794..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/15000/train_state/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/20000/params/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/20000/params/_sharding
deleted file mode 100644
index 924608abdcb99abb3c864bb9d1bfca6eb60f780e..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/20000/params/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/20000/train_state/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/20000/train_state/_sharding
deleted file mode 100644
index 5da66e0fbdd8a2815d7c0663e31bc70c7c658794..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/20000/train_state/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/25000/params/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/25000/params/_sharding
deleted file mode 100644
index 924608abdcb99abb3c864bb9d1bfca6eb60f780e..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/25000/params/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/25000/train_state/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/25000/train_state/_sharding
deleted file mode 100644
index 5da66e0fbdd8a2815d7c0663e31bc70c7c658794..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/25000/train_state/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/29999/params/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/29999/params/_sharding
deleted file mode 100644
index 924608abdcb99abb3c864bb9d1bfca6eb60f780e..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/29999/params/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/29999/train_state/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/29999/train_state/_sharding
deleted file mode 100644
index 5da66e0fbdd8a2815d7c0663e31bc70c7c658794..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/29999/train_state/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/5000/train_state/_sharding b/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/5000/train_state/_sharding
deleted file mode 100644
index 5da66e0fbdd8a2815d7c0663e31bc70c7c658794..0000000000000000000000000000000000000000
--- a/pi0_nomagic_simulation_two_shapes/simulation-two-shapes/5000/train_state/_sharding
+++ /dev/null
@@ -1 +0,0 @@
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